2021-01-18 13:35:29,288 - mmaction - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.7.7 (default, May 7 2020, 21:25:33) [GCC 7.3.0] CUDA available: True GPU 0,1,2,3,4,5,6: Tesla V100-SXM2-32GB CUDA_HOME: /mnt/lustre/share/cuda-10.1 NVCC: Cuda compilation tools, release 10.1, V10.1.243 GCC: gcc (GCC) 5.4.0 PyTorch: 1.6.0 PyTorch compiling details: PyTorch built with: - GCC 7.3 - 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 v1.5.0 (Git Hash e2ac1fac44c5078ca927cb9b90e1b3066a0b2ed0) - OpenMP 201511 (a.k.a. OpenMP 4.5) - NNPACK is enabled - CPU capability usage: AVX2 - CUDA Runtime 10.1 - NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_37,code=compute_37 - CuDNN 7.6.3 - Magma 2.5.2 - Build settings: BLAS=MKL, BUILD_TYPE=Release, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DUSE_VULKAN_WRAPPER -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-variable -Wno-unused-function -Wno-unused-result -Wno-unused-local-typedefs -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Wno-stringop-overflow, 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=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_STATIC_DISPATCH=OFF, TorchVision: 0.7.0 OpenCV: 4.4.0 MMCV: 1.1.2 MMCV Compiler: GCC 5.4 MMCV CUDA Compiler: not available MMAction2: 0.8.0+52cfdee ------------------------------------------------------------ 2021-01-18 13:35:29,290 - mmaction - INFO - Distributed training: True 2021-01-18 13:35:29,290 - mmaction - INFO - Config: /mnt/lustre/xusu/refactor/debug_scsampler/mmaction2/configs/recognition/slowfast/slowfast_r101_4x16x1_256e_kinetics400_rgb.py model = dict( type='Recognizer3D', backbone=dict( type='ResNet3dSlowFast', pretrained=None, resample_rate=8, # tau speed_ratio=8, # alpha channel_ratio=8, # beta_inv slow_pathway=dict( type='resnet3d', depth=101, 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, # 2048+256 num_classes=400, spatial_type='avg', dropout_ratio=0.5)) train_cfg = None test_cfg = dict(average_clips='prob') dataset_type = 'RawframeDataset' data_root = 'data/kinetics400/rawframes_train' data_root_val = 'data/kinetics400/rawframes_val' ann_file_train = 'data/kinetics400/kinetics400_train_list_rawframes.txt' ann_file_val = 'data/kinetics400/kinetics400_val_list_rawframes.txt' ann_file_test = 'data/kinetics400/kinetics400_val_list_rawframes.txt' mc_cfg=dict( server_list_cfg='/mnt/lustre/share/memcached_client/server_list.conf', client_cfg='/mnt/lustre/share/memcached_client/client.conf', sys_path='/mnt/lustre/share/pymc/py3') img_norm_cfg = dict( mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False) train_pipeline = [ dict(type='SampleFrames', clip_len=32, frame_interval=2, num_clips=1), dict(type='RawFrameDecode', io_backend='memcached', decoding_backend='turbojpeg', **mc_cfg), 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', **img_norm_cfg), 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'), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict(type='Flip', flip_ratio=0), dict(type='Normalize', **img_norm_cfg), 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'), dict(type='Resize', scale=(-1, 256)), dict(type='ThreeCrop', crop_size=256), dict(type='Flip', flip_ratio=0), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] data = dict( videos_per_gpu=16, workers_per_gpu=4, train=dict( type=dataset_type, ann_file=ann_file_train, data_prefix=data_root, pipeline=train_pipeline), val=dict( type=dataset_type, ann_file=ann_file_val, data_prefix=data_root_val, pipeline=val_pipeline), test=dict( type=dataset_type, ann_file=ann_file_test, data_prefix=data_root_val, pipeline=test_pipeline)) # optimizer optimizer = dict( type='SGD', lr=0.2, momentum=0.9, weight_decay=0.0001) # this lr is used for 8 gpus optimizer_config = dict(grad_clip=dict(max_norm=40, norm_type=2)) # learning policy lr_config = dict( policy='CosineAnnealing', min_lr=0, warmup='linear', warmup_by_epoch=True, warmup_iters=34) total_epochs = 256 checkpoint_config = dict(interval=4) workflow = [('train', 1)] evaluation = dict( interval=5, metrics=['top_k_accuracy', 'mean_class_accuracy']) log_config = dict( interval=20, hooks=[ dict(type='TextLoggerHook'), # dict(type='TensorboardLoggerHook'), ]) dist_params = dict(backend='nccl') log_level = 'INFO' work_dir = './work_dirs/slowfast_r101_3d_4x16x1_256e_kinetics400_rgb' load_from = None resume_from = None find_unused_parameters = False 2021-01-18 13:35:44,653 - mmaction - INFO - Start running, host: xusu@SH-IDC1-10-198-8-60, work_dir: /mnt/lustre/xusu/refactor/debug_scsampler/mmaction2/work_dirs/slowfast_r101_3d_4x16x1_256e_kinetics400_rgb 2021-01-18 13:35:44,654 - mmaction - INFO - workflow: [('train', 1)], max: 256 epochs 2021-01-18 13:40:18,550 - mmaction - INFO - Epoch [1][20/2147] lr: 2.005e-02, eta: 87 days, 2:10:20, time: 13.691, data_time: 11.985, memory: 16628, top1_acc: 0.0049, top5_acc: 0.0237, loss_cls: 5.9945, loss: 5.9945, grad_norm: 2.9707 2021-01-18 13:40:56,120 - mmaction - INFO - Epoch [1][40/2147] lr: 2.010e-02, eta: 49 days, 12:24:13, time: 1.878, data_time: 0.292, memory: 16628, top1_acc: 0.0076, top5_acc: 0.0326, loss_cls: 6.0227, loss: 6.0227, grad_norm: 2.9218 2021-01-18 13:41:55,489 - mmaction - INFO - Epoch [1][60/2147] lr: 2.015e-02, eta: 39 days, 7:04:11, time: 2.964, data_time: 0.320, memory: 16628, top1_acc: 0.0147, top5_acc: 0.0473, loss_cls: 5.9329, loss: 5.9329, grad_norm: 2.8691 2021-01-18 13:42:34,490 - mmaction - INFO - Epoch [1][80/2147] lr: 2.019e-02, eta: 32 days, 13:57:26, time: 1.957, data_time: 0.446, memory: 16628, top1_acc: 0.0121, top5_acc: 0.0491, loss_cls: 5.9013, loss: 5.9013, grad_norm: 2.8320 2021-01-18 13:43:14,851 - mmaction - INFO - Epoch [1][100/2147] lr: 2.024e-02, eta: 28 days, 15:00:20, time: 2.013, data_time: 0.383, memory: 16628, top1_acc: 0.0134, top5_acc: 0.0487, loss_cls: 5.8661, loss: 5.8661, grad_norm: 2.8002 2021-01-18 13:43:58,341 - mmaction - INFO - Epoch [1][120/2147] lr: 2.029e-02, eta: 26 days, 3:57:51, time: 2.181, data_time: 0.312, memory: 16628, top1_acc: 0.0143, top5_acc: 0.0527, loss_cls: 5.7781, loss: 5.7781, grad_norm: 2.7268 2021-01-18 13:44:45,066 - mmaction - INFO - Epoch [1][140/2147] lr: 2.034e-02, eta: 24 days, 13:01:50, time: 2.329, data_time: 0.008, memory: 16628, top1_acc: 0.0192, top5_acc: 0.0661, loss_cls: 5.7419, loss: 5.7419, grad_norm: 2.6974 2021-01-18 13:45:28,136 - mmaction - INFO - Epoch [1][160/2147] lr: 2.039e-02, eta: 23 days, 4:34:08, time: 2.159, data_time: 0.009, memory: 16628, top1_acc: 0.0116, top5_acc: 0.0567, loss_cls: 5.7604, loss: 5.7604, grad_norm: 2.6676 2021-01-18 13:46:07,997 - mmaction - INFO - Epoch [1][180/2147] lr: 2.044e-02, eta: 22 days, 0:24:33, time: 1.987, data_time: 0.015, memory: 16628, top1_acc: 0.0196, top5_acc: 0.0701, loss_cls: 5.7192, loss: 5.7192, grad_norm: 2.6133 2021-01-18 13:47:00,533 - mmaction - INFO - Epoch [1][200/2147] lr: 2.049e-02, eta: 21 days, 11:36:28, time: 2.625, data_time: 0.014, memory: 16628, top1_acc: 0.0219, top5_acc: 0.0705, loss_cls: 5.6949, loss: 5.6949, grad_norm: 2.6023 2021-01-18 13:47:41,300 - mmaction - INFO - Epoch [1][220/2147] lr: 2.054e-02, eta: 20 days, 16:59:16, time: 2.038, data_time: 0.011, memory: 16628, top1_acc: 0.0179, top5_acc: 0.0723, loss_cls: 5.6713, loss: 5.6713, grad_norm: 2.5298 2021-01-18 13:48:19,816 - mmaction - INFO - Epoch [1][240/2147] lr: 2.059e-02, eta: 20 days, 0:06:00, time: 1.930, data_time: 0.013, memory: 16628, top1_acc: 0.0156, top5_acc: 0.0643, loss_cls: 5.7085, loss: 5.7085, grad_norm: 2.4526 2021-01-18 13:49:01,191 - mmaction - INFO - Epoch [1][260/2147] lr: 2.064e-02, eta: 19 days, 11:29:07, time: 2.073, data_time: 0.011, memory: 16628, top1_acc: 0.0196, top5_acc: 0.0710, loss_cls: 5.6664, loss: 5.6664, grad_norm: 2.4078 2021-01-18 13:49:38,683 - mmaction - INFO - Epoch [1][280/2147] lr: 2.069e-02, eta: 18 days, 22:31:44, time: 1.876, data_time: 0.007, memory: 16628, top1_acc: 0.0192, top5_acc: 0.0723, loss_cls: 5.6510, loss: 5.6510, grad_norm: 2.3902 2021-01-18 13:50:20,083 - mmaction - INFO - Epoch [1][300/2147] lr: 2.074e-02, eta: 18 days, 13:14:49, time: 2.068, data_time: 0.084, memory: 16628, top1_acc: 0.0192, top5_acc: 0.0728, loss_cls: 5.6018, loss: 5.6018, grad_norm: 2.3837 2021-01-18 13:51:04,123 - mmaction - INFO - Epoch [1][320/2147] lr: 2.079e-02, eta: 18 days, 6:23:06, time: 2.200, data_time: 0.234, memory: 16628, top1_acc: 0.0246, top5_acc: 0.0813, loss_cls: 5.6307, loss: 5.6307, grad_norm: 2.3909 2021-01-18 13:51:55,895 - mmaction - INFO - Epoch [1][340/2147] lr: 2.084e-02, eta: 18 days, 3:47:45, time: 2.586, data_time: 0.058, memory: 16628, top1_acc: 0.0281, top5_acc: 0.0884, loss_cls: 5.5875, loss: 5.5875, grad_norm: 2.3600 2021-01-18 13:52:28,532 - mmaction - INFO - Epoch [1][360/2147] lr: 2.089e-02, eta: 17 days, 17:23:18, time: 1.630, data_time: 0.009, memory: 16628, top1_acc: 0.0228, top5_acc: 0.0817, loss_cls: 5.5866, loss: 5.5866, grad_norm: 2.3204 2021-01-18 13:53:08,096 - mmaction - INFO - Epoch [1][380/2147] lr: 2.093e-02, eta: 17 days, 10:55:12, time: 1.984, data_time: 0.122, memory: 16628, top1_acc: 0.0254, top5_acc: 0.0830, loss_cls: 5.5917, loss: 5.5917, grad_norm: 2.3252 2021-01-18 13:53:45,507 - mmaction - INFO - Epoch [1][400/2147] lr: 2.098e-02, eta: 17 days, 4:13:13, time: 1.869, data_time: 0.418, memory: 16628, top1_acc: 0.0272, top5_acc: 0.0857, loss_cls: 5.5789, loss: 5.5789, grad_norm: 2.2732 2021-01-18 13:54:24,446 - mmaction - INFO - Epoch [1][420/2147] lr: 2.103e-02, eta: 16 days, 22:43:56, time: 1.949, data_time: 0.302, memory: 16628, top1_acc: 0.0259, top5_acc: 0.0866, loss_cls: 5.5731, loss: 5.5731, grad_norm: 2.2400 2021-01-18 13:55:00,924 - mmaction - INFO - Epoch [1][440/2147] lr: 2.108e-02, eta: 16 days, 16:53:18, time: 1.825, data_time: 0.117, memory: 16628, top1_acc: 0.0254, top5_acc: 0.0911, loss_cls: 5.5301, loss: 5.5301, grad_norm: 2.2727 2021-01-18 13:55:36,534 - mmaction - INFO - Epoch [1][460/2147] lr: 2.113e-02, eta: 16 days, 11:12:41, time: 1.774, data_time: 0.077, memory: 16628, top1_acc: 0.0250, top5_acc: 0.0897, loss_cls: 5.5474, loss: 5.5474, grad_norm: 2.2659 2021-01-18 13:56:15,435 - mmaction - INFO - Epoch [1][480/2147] lr: 2.118e-02, eta: 16 days, 7:04:53, time: 1.943, data_time: 0.015, memory: 16628, top1_acc: 0.0241, top5_acc: 0.0857, loss_cls: 5.5548, loss: 5.5548, grad_norm: 2.2275 2021-01-18 13:57:03,629 - mmaction - INFO - Epoch [1][500/2147] lr: 2.123e-02, eta: 16 days, 6:06:17, time: 2.406, data_time: 0.050, memory: 16628, top1_acc: 0.0223, top5_acc: 0.0750, loss_cls: 5.5405, loss: 5.5405, grad_norm: 2.2515 2021-01-18 13:57:36,348 - mmaction - INFO - Epoch [1][520/2147] lr: 2.128e-02, eta: 16 days, 0:43:57, time: 1.644, data_time: 0.042, memory: 16628, top1_acc: 0.0219, top5_acc: 0.0826, loss_cls: 5.5291, loss: 5.5291, grad_norm: 2.2415 2021-01-18 13:58:13,308 - mmaction - INFO - Epoch [1][540/2147] lr: 2.133e-02, eta: 15 days, 20:55:15, time: 1.850, data_time: 0.007, memory: 16628, top1_acc: 0.0201, top5_acc: 0.0746, loss_cls: 5.5479, loss: 5.5479, grad_norm: 2.2111 2021-01-18 13:58:45,117 - mmaction - INFO - Epoch [1][560/2147] lr: 2.138e-02, eta: 15 days, 15:57:31, time: 1.589, data_time: 0.006, memory: 16628, top1_acc: 0.0290, top5_acc: 0.1022, loss_cls: 5.5275, loss: 5.5275, grad_norm: 2.2052 2021-01-18 13:59:20,651 - mmaction - INFO - Epoch [1][580/2147] lr: 2.143e-02, eta: 15 days, 12:20:07, time: 1.779, data_time: 0.006, memory: 16628, top1_acc: 0.0312, top5_acc: 0.0987, loss_cls: 5.4447, loss: 5.4447, grad_norm: 2.2160 2021-01-18 13:59:56,540 - mmaction - INFO - Epoch [1][600/2147] lr: 2.148e-02, eta: 15 days, 9:02:11, time: 1.795, data_time: 0.003, memory: 16628, top1_acc: 0.0308, top5_acc: 0.1000, loss_cls: 5.4982, loss: 5.4982, grad_norm: 2.1740 2021-01-18 14:00:35,133 - mmaction - INFO - Epoch [1][620/2147] lr: 2.153e-02, eta: 15 days, 6:36:06, time: 1.928, data_time: 0.004, memory: 16628, top1_acc: 0.0304, top5_acc: 0.0844, loss_cls: 5.5239, loss: 5.5239, grad_norm: 2.1723 2021-01-18 14:01:06,130 - mmaction - INFO - Epoch [1][640/2147] lr: 2.158e-02, eta: 15 days, 2:31:09, time: 1.550, data_time: 0.007, memory: 16628, top1_acc: 0.0259, top5_acc: 0.0987, loss_cls: 5.4911, loss: 5.4911, grad_norm: 2.1142 2021-01-18 14:01:52,347 - mmaction - INFO - Epoch [1][660/2147] lr: 2.162e-02, eta: 15 days, 2:09:52, time: 2.303, data_time: 0.006, memory: 16628, top1_acc: 0.0286, top5_acc: 0.1000, loss_cls: 5.4762, loss: 5.4762, grad_norm: 2.1109 2021-01-18 14:02:31,360 - mmaction - INFO - Epoch [1][680/2147] lr: 2.167e-02, eta: 15 days, 0:14:38, time: 1.950, data_time: 0.012, memory: 16628, top1_acc: 0.0246, top5_acc: 0.1058, loss_cls: 5.4963, loss: 5.4963, grad_norm: 2.1358 2021-01-18 14:03:12,716 - mmaction - INFO - Epoch [1][700/2147] lr: 2.172e-02, eta: 14 days, 22:59:06, time: 2.077, data_time: 0.013, memory: 16628, top1_acc: 0.0304, top5_acc: 0.0969, loss_cls: 5.4913, loss: 5.4913, grad_norm: 2.0903 2021-01-18 14:03:49,548 - mmaction - INFO - Epoch [1][720/2147] lr: 2.177e-02, eta: 14 days, 20:48:09, time: 1.842, data_time: 0.060, memory: 16628, top1_acc: 0.0237, top5_acc: 0.0821, loss_cls: 5.5436, loss: 5.5436, grad_norm: 2.0580 2021-01-18 14:04:23,775 - mmaction - INFO - Epoch [1][740/2147] lr: 2.182e-02, eta: 14 days, 18:11:22, time: 1.709, data_time: 0.126, memory: 16628, top1_acc: 0.0304, top5_acc: 0.1022, loss_cls: 5.4593, loss: 5.4593, grad_norm: 2.1350 2021-01-18 14:04:58,828 - mmaction - INFO - Epoch [1][760/2147] lr: 2.187e-02, eta: 14 days, 15:53:52, time: 1.755, data_time: 0.027, memory: 16628, top1_acc: 0.0304, top5_acc: 0.1031, loss_cls: 5.4753, loss: 5.4753, grad_norm: 2.0905 2021-01-18 14:05:41,212 - mmaction - INFO - Epoch [1][780/2147] lr: 2.192e-02, eta: 14 days, 15:07:44, time: 2.115, data_time: 0.003, memory: 16628, top1_acc: 0.0357, top5_acc: 0.1116, loss_cls: 5.4235, loss: 5.4235, grad_norm: 2.1307 2021-01-18 14:06:12,835 - mmaction - INFO - Epoch [1][800/2147] lr: 2.197e-02, eta: 14 days, 12:22:30, time: 1.584, data_time: 0.008, memory: 16628, top1_acc: 0.0312, top5_acc: 0.0982, loss_cls: 5.4522, loss: 5.4522, grad_norm: 2.0720 2021-01-18 14:07:00,602 - mmaction - INFO - Epoch [1][820/2147] lr: 2.202e-02, eta: 14 days, 12:44:36, time: 2.388, data_time: 0.007, memory: 16628, top1_acc: 0.0304, top5_acc: 0.0973, loss_cls: 5.4700, loss: 5.4700, grad_norm: 2.0555 2021-01-18 14:07:30,497 - mmaction - INFO - Epoch [1][840/2147] lr: 2.207e-02, eta: 14 days, 9:50:04, time: 1.490, data_time: 0.014, memory: 16628, top1_acc: 0.0339, top5_acc: 0.1036, loss_cls: 5.4162, loss: 5.4162, grad_norm: 2.0843 2021-01-18 14:08:02,369 - mmaction - INFO - Epoch [1][860/2147] lr: 2.212e-02, eta: 14 days, 7:27:17, time: 1.601, data_time: 0.012, memory: 16628, top1_acc: 0.0304, top5_acc: 0.1107, loss_cls: 5.4171, loss: 5.4171, grad_norm: 2.0839 2021-01-18 14:08:33,894 - mmaction - INFO - Epoch [1][880/2147] lr: 2.217e-02, eta: 14 days, 5:06:12, time: 1.578, data_time: 0.003, memory: 16628, top1_acc: 0.0317, top5_acc: 0.1049, loss_cls: 5.4493, loss: 5.4493, grad_norm: 2.0081 2021-01-18 14:09:09,647 - mmaction - INFO - Epoch [1][900/2147] lr: 2.222e-02, eta: 14 days, 3:33:24, time: 1.785, data_time: 0.003, memory: 16628, top1_acc: 0.0317, top5_acc: 0.1112, loss_cls: 5.3954, loss: 5.3954, grad_norm: 2.0600 2021-01-18 14:09:41,025 - mmaction - INFO - Epoch [1][920/2147] lr: 2.227e-02, eta: 14 days, 1:22:12, time: 1.571, data_time: 0.006, memory: 16628, top1_acc: 0.0362, top5_acc: 0.1232, loss_cls: 5.3645, loss: 5.3645, grad_norm: 2.0720 2021-01-18 14:10:24,457 - mmaction - INFO - Epoch [1][940/2147] lr: 2.232e-02, eta: 14 days, 1:12:36, time: 2.168, data_time: 0.013, memory: 16628, top1_acc: 0.0388, top5_acc: 0.1152, loss_cls: 5.4101, loss: 5.4101, grad_norm: 2.0680 2021-01-18 14:10:59,454 - mmaction - INFO - Epoch [1][960/2147] lr: 2.236e-02, eta: 13 days, 23:44:20, time: 1.753, data_time: 0.005, memory: 16628, top1_acc: 0.0348, top5_acc: 0.1116, loss_cls: 5.4311, loss: 5.4311, grad_norm: 2.0179 2021-01-18 14:11:29,043 - mmaction - INFO - Epoch [1][980/2147] lr: 2.241e-02, eta: 13 days, 21:28:29, time: 1.479, data_time: 0.004, memory: 16628, top1_acc: 0.0366, top5_acc: 0.1116, loss_cls: 5.3881, loss: 5.3881, grad_norm: 2.0481 2021-01-18 14:12:15,748 - mmaction - INFO - Epoch [1][1000/2147] lr: 2.246e-02, eta: 13 days, 21:53:03, time: 2.326, data_time: 0.016, memory: 16628, top1_acc: 0.0362, top5_acc: 0.1094, loss_cls: 5.3951, loss: 5.3951, grad_norm: 2.0279 2021-01-18 14:12:49,760 - mmaction - INFO - Epoch [1][1020/2147] lr: 2.251e-02, eta: 13 days, 20:24:34, time: 1.701, data_time: 0.012, memory: 16628, top1_acc: 0.0375, top5_acc: 0.1219, loss_cls: 5.4140, loss: 5.4140, grad_norm: 2.0428 2021-01-18 14:13:20,765 - mmaction - INFO - Epoch [1][1040/2147] lr: 2.256e-02, eta: 13 days, 18:34:20, time: 1.558, data_time: 0.012, memory: 16628, top1_acc: 0.0362, top5_acc: 0.1112, loss_cls: 5.4138, loss: 5.4138, grad_norm: 1.9952 2021-01-18 14:13:52,684 - mmaction - INFO - Epoch [1][1060/2147] lr: 2.261e-02, eta: 13 days, 16:54:39, time: 1.596, data_time: 0.004, memory: 16628, top1_acc: 0.0344, top5_acc: 0.1022, loss_cls: 5.3879, loss: 5.3879, grad_norm: 2.0315 2021-01-18 14:14:22,446 - mmaction - INFO - Epoch [1][1080/2147] lr: 2.266e-02, eta: 13 days, 15:00:01, time: 1.486, data_time: 0.004, memory: 16628, top1_acc: 0.0362, top5_acc: 0.1121, loss_cls: 5.3848, loss: 5.3848, grad_norm: 2.0104 2021-01-18 14:14:57,604 - mmaction - INFO - Epoch [1][1100/2147] lr: 2.271e-02, eta: 13 days, 13:53:37, time: 1.751, data_time: 0.007, memory: 16628, top1_acc: 0.0371, top5_acc: 0.1089, loss_cls: 5.3868, loss: 5.3868, grad_norm: 2.0281 2021-01-18 14:15:27,612 - mmaction - INFO - Epoch [1][1120/2147] lr: 2.276e-02, eta: 13 days, 12:09:49, time: 1.507, data_time: 0.012, memory: 16628, top1_acc: 0.0379, top5_acc: 0.1129, loss_cls: 5.3766, loss: 5.3766, grad_norm: 2.0538 2021-01-18 14:15:57,392 - mmaction - INFO - Epoch [1][1140/2147] lr: 2.281e-02, eta: 13 days, 10:26:45, time: 1.489, data_time: 0.012, memory: 16628, top1_acc: 0.0366, top5_acc: 0.1143, loss_cls: 5.3710, loss: 5.3710, grad_norm: 2.0213 2021-01-18 14:16:29,959 - mmaction - INFO - Epoch [1][1160/2147] lr: 2.286e-02, eta: 13 days, 9:09:10, time: 1.629, data_time: 0.012, memory: 16628, top1_acc: 0.0379, top5_acc: 0.1205, loss_cls: 5.3922, loss: 5.3922, grad_norm: 2.0055 2021-01-18 14:17:10,661 - mmaction - INFO - Epoch [1][1180/2147] lr: 2.291e-02, eta: 13 days, 8:56:24, time: 2.030, data_time: 0.434, memory: 16628, top1_acc: 0.0330, top5_acc: 0.1232, loss_cls: 5.3393, loss: 5.3393, grad_norm: 2.0267 2021-01-18 14:17:42,195 - mmaction - INFO - Epoch [1][1200/2147] lr: 2.296e-02, eta: 13 days, 7:35:49, time: 1.582, data_time: 0.010, memory: 16628, top1_acc: 0.0366, top5_acc: 0.1165, loss_cls: 5.3492, loss: 5.3492, grad_norm: 1.9860 2021-01-18 14:18:12,256 - mmaction - INFO - Epoch [1][1220/2147] lr: 2.301e-02, eta: 13 days, 6:06:22, time: 1.506, data_time: 0.008, memory: 16628, top1_acc: 0.0335, top5_acc: 0.1161, loss_cls: 5.3679, loss: 5.3679, grad_norm: 1.9753 2021-01-18 14:18:45,921 - mmaction - INFO - Epoch [1][1240/2147] lr: 2.306e-02, eta: 13 days, 5:04:53, time: 1.676, data_time: 0.004, memory: 16628, top1_acc: 0.0411, top5_acc: 0.1241, loss_cls: 5.3151, loss: 5.3151, grad_norm: 1.9973 2021-01-18 14:19:16,753 - mmaction - INFO - Epoch [1][1260/2147] lr: 2.310e-02, eta: 13 days, 3:44:09, time: 1.530, data_time: 0.010, memory: 16628, top1_acc: 0.0402, top5_acc: 0.1201, loss_cls: 5.3832, loss: 5.3832, grad_norm: 2.0298 2021-01-18 14:19:51,501 - mmaction - INFO - Epoch [1][1280/2147] lr: 2.315e-02, eta: 13 days, 2:58:01, time: 1.755, data_time: 0.024, memory: 16628, top1_acc: 0.0442, top5_acc: 0.1254, loss_cls: 5.3514, loss: 5.3514, grad_norm: 1.9396 2021-01-18 14:20:22,870 - mmaction - INFO - Epoch [1][1300/2147] lr: 2.320e-02, eta: 13 days, 1:46:32, time: 1.564, data_time: 0.012, memory: 16628, top1_acc: 0.0362, top5_acc: 0.1192, loss_cls: 5.3026, loss: 5.3026, grad_norm: 1.9574 2021-01-18 14:20:52,764 - mmaction - INFO - Epoch [1][1320/2147] lr: 2.325e-02, eta: 13 days, 0:28:28, time: 1.501, data_time: 0.008, memory: 16628, top1_acc: 0.0411, top5_acc: 0.1250, loss_cls: 5.3182, loss: 5.3182, grad_norm: 2.0180 2021-01-18 14:21:26,518 - mmaction - INFO - Epoch [1][1340/2147] lr: 2.330e-02, eta: 12 days, 23:37:20, time: 1.682, data_time: 0.001, memory: 16628, top1_acc: 0.0375, top5_acc: 0.1304, loss_cls: 5.3399, loss: 5.3399, grad_norm: 2.0001 2021-01-18 14:22:08,264 - mmaction - INFO - Epoch [1][1360/2147] lr: 2.335e-02, eta: 12 days, 23:42:24, time: 2.089, data_time: 0.111, memory: 16628, top1_acc: 0.0393, top5_acc: 0.1263, loss_cls: 5.3420, loss: 5.3420, grad_norm: 1.9369 2021-01-18 14:22:46,352 - mmaction - INFO - Epoch [1][1380/2147] lr: 2.340e-02, eta: 12 days, 23:22:46, time: 1.904, data_time: 0.007, memory: 16628, top1_acc: 0.0348, top5_acc: 0.1228, loss_cls: 5.3346, loss: 5.3346, grad_norm: 1.9618 2021-01-18 14:23:19,580 - mmaction - INFO - Epoch [1][1400/2147] lr: 2.345e-02, eta: 12 days, 22:31:35, time: 1.658, data_time: 0.009, memory: 16628, top1_acc: 0.0326, top5_acc: 0.1125, loss_cls: 5.3539, loss: 5.3539, grad_norm: 1.9012 2021-01-18 14:23:53,864 - mmaction - INFO - Epoch [1][1420/2147] lr: 2.350e-02, eta: 12 days, 21:49:40, time: 1.719, data_time: 0.010, memory: 16628, top1_acc: 0.0433, top5_acc: 0.1357, loss_cls: 5.3008, loss: 5.3008, grad_norm: 1.9427 2021-01-18 14:24:25,443 - mmaction - INFO - Epoch [1][1440/2147] lr: 2.355e-02, eta: 12 days, 20:51:43, time: 1.583, data_time: 0.006, memory: 16628, top1_acc: 0.0496, top5_acc: 0.1344, loss_cls: 5.3212, loss: 5.3212, grad_norm: 1.8869 2021-01-18 14:25:03,427 - mmaction - INFO - Epoch [1][1460/2147] lr: 2.360e-02, eta: 12 days, 20:34:30, time: 1.896, data_time: 0.006, memory: 16628, top1_acc: 0.0393, top5_acc: 0.1201, loss_cls: 5.3363, loss: 5.3363, grad_norm: 1.9223 2021-01-18 14:25:33,135 - mmaction - INFO - Epoch [1][1480/2147] lr: 2.365e-02, eta: 12 days, 19:26:48, time: 1.484, data_time: 0.007, memory: 16628, top1_acc: 0.0348, top5_acc: 0.1210, loss_cls: 5.2911, loss: 5.2911, grad_norm: 1.9441 2021-01-18 14:26:04,950 - mmaction - INFO - Epoch [1][1500/2147] lr: 2.370e-02, eta: 12 days, 18:33:58, time: 1.591, data_time: 0.010, memory: 16628, top1_acc: 0.0348, top5_acc: 0.1250, loss_cls: 5.3149, loss: 5.3149, grad_norm: 1.9741 2021-01-18 14:26:34,277 - mmaction - INFO - Epoch [1][1520/2147] lr: 2.375e-02, eta: 12 days, 17:28:03, time: 1.471, data_time: 0.008, memory: 16628, top1_acc: 0.0415, top5_acc: 0.1295, loss_cls: 5.3375, loss: 5.3375, grad_norm: 1.9036 2021-01-18 14:27:15,111 - mmaction - INFO - Epoch [1][1540/2147] lr: 2.379e-02, eta: 12 days, 17:29:38, time: 2.025, data_time: 0.198, memory: 16628, top1_acc: 0.0371, top5_acc: 0.1183, loss_cls: 5.2875, loss: 5.2875, grad_norm: 1.8924 2021-01-18 14:27:48,495 - mmaction - INFO - Epoch [1][1560/2147] lr: 2.384e-02, eta: 12 days, 16:50:54, time: 1.682, data_time: 0.032, memory: 16628, top1_acc: 0.0371, top5_acc: 0.1312, loss_cls: 5.2919, loss: 5.2919, grad_norm: 1.9291 2021-01-18 14:28:19,273 - mmaction - INFO - Epoch [1][1580/2147] lr: 2.389e-02, eta: 12 days, 15:53:35, time: 1.512, data_time: 0.012, memory: 16628, top1_acc: 0.0437, top5_acc: 0.1446, loss_cls: 5.2798, loss: 5.2798, grad_norm: 1.9482 2021-01-18 14:28:52,777 - mmaction - INFO - Epoch [1][1600/2147] lr: 2.394e-02, eta: 12 days, 15:19:37, time: 1.705, data_time: 0.038, memory: 16628, top1_acc: 0.0429, top5_acc: 0.1348, loss_cls: 5.2767, loss: 5.2767, grad_norm: 1.9315 2021-01-18 14:29:24,909 - mmaction - INFO - Epoch [1][1620/2147] lr: 2.399e-02, eta: 12 days, 14:34:55, time: 1.602, data_time: 0.005, memory: 16628, top1_acc: 0.0424, top5_acc: 0.1317, loss_cls: 5.3006, loss: 5.3006, grad_norm: 1.9463 2021-01-18 14:29:59,715 - mmaction - INFO - Epoch [1][1640/2147] lr: 2.404e-02, eta: 12 days, 14:06:51, time: 1.742, data_time: 0.008, memory: 16628, top1_acc: 0.0473, top5_acc: 0.1464, loss_cls: 5.2522, loss: 5.2522, grad_norm: 1.9132 2021-01-18 14:30:29,977 - mmaction - INFO - Epoch [1][1660/2147] lr: 2.409e-02, eta: 12 days, 13:14:00, time: 1.510, data_time: 0.011, memory: 16628, top1_acc: 0.0451, top5_acc: 0.1272, loss_cls: 5.2993, loss: 5.2993, grad_norm: 1.9166 2021-01-18 14:31:00,103 - mmaction - INFO - Epoch [1][1680/2147] lr: 2.414e-02, eta: 12 days, 12:22:09, time: 1.508, data_time: 0.010, memory: 16628, top1_acc: 0.0469, top5_acc: 0.1335, loss_cls: 5.2621, loss: 5.2621, grad_norm: 1.8924 2021-01-18 14:31:29,414 - mmaction - INFO - Epoch [1][1700/2147] lr: 2.419e-02, eta: 12 days, 11:27:13, time: 1.468, data_time: 0.010, memory: 16628, top1_acc: 0.0478, top5_acc: 0.1429, loss_cls: 5.2462, loss: 5.2462, grad_norm: 1.9704 2021-01-18 14:32:20,289 - mmaction - INFO - Epoch [1][1720/2147] lr: 2.424e-02, eta: 12 days, 12:27:26, time: 2.541, data_time: 0.006, memory: 16628, top1_acc: 0.0446, top5_acc: 0.1384, loss_cls: 5.2896, loss: 5.2896, grad_norm: 1.9183 2021-01-18 14:32:54,105 - mmaction - INFO - Epoch [1][1740/2147] lr: 2.429e-02, eta: 12 days, 11:57:02, time: 1.691, data_time: 0.008, memory: 16628, top1_acc: 0.0406, top5_acc: 0.1473, loss_cls: 5.2819, loss: 5.2819, grad_norm: 1.9290 2021-01-18 14:33:25,704 - mmaction - INFO - Epoch [1][1760/2147] lr: 2.434e-02, eta: 12 days, 11:16:03, time: 1.582, data_time: 0.008, memory: 16628, top1_acc: 0.0424, top5_acc: 0.1393, loss_cls: 5.2443, loss: 5.2443, grad_norm: 1.9405 2021-01-18 14:33:58,804 - mmaction - INFO - Epoch [1][1780/2147] lr: 2.439e-02, eta: 12 days, 10:43:40, time: 1.657, data_time: 0.011, memory: 16628, top1_acc: 0.0384, top5_acc: 0.1371, loss_cls: 5.2818, loss: 5.2818, grad_norm: 1.8679 2021-01-18 14:34:29,802 - mmaction - INFO - Epoch [1][1800/2147] lr: 2.444e-02, eta: 12 days, 9:57:56, time: 1.519, data_time: 0.007, memory: 16628, top1_acc: 0.0487, top5_acc: 0.1469, loss_cls: 5.2380, loss: 5.2380, grad_norm: 1.9554 2021-01-18 14:35:04,778 - mmaction - INFO - Epoch [1][1820/2147] lr: 2.449e-02, eta: 12 days, 9:39:23, time: 1.780, data_time: 0.036, memory: 16628, top1_acc: 0.0429, top5_acc: 0.1442, loss_cls: 5.2664, loss: 5.2664, grad_norm: 1.9329 2021-01-18 14:35:33,985 - mmaction - INFO - Epoch [1][1840/2147] lr: 2.453e-02, eta: 12 days, 8:49:40, time: 1.462, data_time: 0.003, memory: 16628, top1_acc: 0.0473, top5_acc: 0.1362, loss_cls: 5.2295, loss: 5.2295, grad_norm: 1.9413 2021-01-18 14:36:06,518 - mmaction - INFO - Epoch [1][1860/2147] lr: 2.458e-02, eta: 12 days, 8:17:00, time: 1.625, data_time: 0.008, memory: 16628, top1_acc: 0.0397, top5_acc: 0.1317, loss_cls: 5.2969, loss: 5.2969, grad_norm: 1.8938 2021-01-18 14:36:37,233 - mmaction - INFO - Epoch [1][1880/2147] lr: 2.463e-02, eta: 12 days, 7:35:19, time: 1.525, data_time: 0.005, memory: 16628, top1_acc: 0.0411, top5_acc: 0.1241, loss_cls: 5.2612, loss: 5.2612, grad_norm: 1.8947 2021-01-18 14:37:15,216 - mmaction - INFO - Epoch [1][1900/2147] lr: 2.468e-02, eta: 12 days, 7:30:54, time: 1.903, data_time: 0.015, memory: 16628, top1_acc: 0.0571, top5_acc: 0.1513, loss_cls: 5.2165, loss: 5.2165, grad_norm: 1.9130 2021-01-18 14:37:49,199 - mmaction - INFO - Epoch [1][1920/2147] lr: 2.473e-02, eta: 12 days, 7:07:59, time: 1.708, data_time: 0.011, memory: 16628, top1_acc: 0.0500, top5_acc: 0.1429, loss_cls: 5.2369, loss: 5.2369, grad_norm: 1.8678 2021-01-18 14:38:23,415 - mmaction - INFO - Epoch [1][1940/2147] lr: 2.478e-02, eta: 12 days, 6:45:11, time: 1.704, data_time: 0.004, memory: 16628, top1_acc: 0.0438, top5_acc: 0.1487, loss_cls: 5.2368, loss: 5.2368, grad_norm: 1.8882 2021-01-18 14:38:58,559 - mmaction - INFO - Epoch [1][1960/2147] lr: 2.483e-02, eta: 12 days, 6:28:00, time: 1.760, data_time: 0.016, memory: 16628, top1_acc: 0.0496, top5_acc: 0.1442, loss_cls: 5.2491, loss: 5.2491, grad_norm: 1.9386 2021-01-18 14:39:29,482 - mmaction - INFO - Epoch [1][1980/2147] lr: 2.488e-02, eta: 12 days, 5:51:43, time: 1.549, data_time: 0.008, memory: 16628, top1_acc: 0.0469, top5_acc: 0.1397, loss_cls: 5.2505, loss: 5.2505, grad_norm: 1.9793 2021-01-18 14:39:59,621 - mmaction - INFO - Epoch [1][2000/2147] lr: 2.493e-02, eta: 12 days, 5:12:26, time: 1.508, data_time: 0.003, memory: 16628, top1_acc: 0.0433, top5_acc: 0.1348, loss_cls: 5.2357, loss: 5.2357, grad_norm: 1.9212 2021-01-18 14:40:28,182 - mmaction - INFO - Epoch [1][2020/2147] lr: 2.498e-02, eta: 12 days, 4:26:34, time: 1.427, data_time: 0.003, memory: 16628, top1_acc: 0.0460, top5_acc: 0.1326, loss_cls: 5.2835, loss: 5.2835, grad_norm: 1.8238 2021-01-18 14:40:59,054 - mmaction - INFO - Epoch [1][2040/2147] lr: 2.503e-02, eta: 12 days, 3:51:25, time: 1.537, data_time: 0.002, memory: 16628, top1_acc: 0.0500, top5_acc: 0.1321, loss_cls: 5.2611, loss: 5.2611, grad_norm: 1.8333 2021-01-18 14:41:33,948 - mmaction - INFO - Epoch [1][2060/2147] lr: 2.508e-02, eta: 12 days, 3:30:25, time: 1.689, data_time: 0.009, memory: 16628, top1_acc: 0.0567, top5_acc: 0.1518, loss_cls: 5.1978, loss: 5.1978, grad_norm: 1.8696 2021-01-18 14:42:10,553 - mmaction - INFO - Epoch [1][2080/2147] lr: 2.513e-02, eta: 12 days, 3:27:20, time: 1.889, data_time: 0.074, memory: 16628, top1_acc: 0.0384, top5_acc: 0.1375, loss_cls: 5.2534, loss: 5.2534, grad_norm: 1.8081 2021-01-18 14:42:40,381 - mmaction - INFO - Epoch [1][2100/2147] lr: 2.518e-02, eta: 12 days, 2:49:36, time: 1.489, data_time: 0.008, memory: 16628, top1_acc: 0.0522, top5_acc: 0.1455, loss_cls: 5.2237, loss: 5.2237, grad_norm: 1.8713 2021-01-18 14:43:09,391 - mmaction - INFO - Epoch [1][2120/2147] lr: 2.523e-02, eta: 12 days, 2:09:42, time: 1.456, data_time: 0.010, memory: 16628, top1_acc: 0.0433, top5_acc: 0.1455, loss_cls: 5.2172, loss: 5.2172, grad_norm: 1.8886 2021-01-18 14:43:39,147 - mmaction - INFO - Epoch [1][2140/2147] lr: 2.527e-02, eta: 12 days, 1:33:07, time: 1.486, data_time: 0.003, memory: 16628, top1_acc: 0.0397, top5_acc: 0.1437, loss_cls: 5.2437, loss: 5.2437, grad_norm: 1.8336 2021-01-18 14:48:58,461 - mmaction - INFO - Epoch [2][20/2147] lr: 2.534e-02, eta: 12 days, 18:30:36, time: 14.663, data_time: 12.917, memory: 16628, top1_acc: 0.0446, top5_acc: 0.1384, loss_cls: 5.2314, loss: 5.2314, grad_norm: 1.7923 2021-01-18 14:49:30,005 - mmaction - INFO - Epoch [2][40/2147] lr: 2.539e-02, eta: 12 days, 17:53:20, time: 1.577, data_time: 0.007, memory: 16628, top1_acc: 0.0496, top5_acc: 0.1509, loss_cls: 5.1664, loss: 5.1664, grad_norm: 1.8615 2021-01-18 14:49:58,620 - mmaction - INFO - Epoch [2][60/2147] lr: 2.544e-02, eta: 12 days, 17:04:41, time: 1.431, data_time: 0.003, memory: 16628, top1_acc: 0.0464, top5_acc: 0.1504, loss_cls: 5.1866, loss: 5.1866, grad_norm: 1.8762 2021-01-18 14:50:28,022 - mmaction - INFO - Epoch [2][80/2147] lr: 2.549e-02, eta: 12 days, 16:19:47, time: 1.467, data_time: 0.003, memory: 16628, top1_acc: 0.0455, top5_acc: 0.1478, loss_cls: 5.2415, loss: 5.2415, grad_norm: 1.8346 2021-01-18 14:50:57,072 - mmaction - INFO - Epoch [2][100/2147] lr: 2.554e-02, eta: 12 days, 15:34:44, time: 1.455, data_time: 0.006, memory: 16628, top1_acc: 0.0464, top5_acc: 0.1598, loss_cls: 5.1894, loss: 5.1894, grad_norm: 1.8931 2021-01-18 14:51:27,611 - mmaction - INFO - Epoch [2][120/2147] lr: 2.559e-02, eta: 12 days, 14:56:20, time: 1.528, data_time: 0.004, memory: 16628, top1_acc: 0.0420, top5_acc: 0.1500, loss_cls: 5.1897, loss: 5.1897, grad_norm: 1.8580 2021-01-18 14:52:12,452 - mmaction - INFO - Epoch [2][140/2147] lr: 2.564e-02, eta: 12 days, 15:15:08, time: 2.236, data_time: 0.489, memory: 16628, top1_acc: 0.0522, top5_acc: 0.1487, loss_cls: 5.2150, loss: 5.2150, grad_norm: 1.8552 2021-01-18 14:52:42,228 - mmaction - INFO - Epoch [2][160/2147] lr: 2.569e-02, eta: 12 days, 14:34:53, time: 1.494, data_time: 0.018, memory: 16628, top1_acc: 0.0527, top5_acc: 0.1603, loss_cls: 5.1641, loss: 5.1641, grad_norm: 1.8930 2021-01-18 14:53:12,545 - mmaction - INFO - Epoch [2][180/2147] lr: 2.573e-02, eta: 12 days, 13:56:43, time: 1.512, data_time: 0.003, memory: 16628, top1_acc: 0.0500, top5_acc: 0.1518, loss_cls: 5.1746, loss: 5.1746, grad_norm: 1.8935 2021-01-18 14:53:47,555 - mmaction - INFO - Epoch [2][200/2147] lr: 2.578e-02, eta: 12 days, 13:37:57, time: 1.753, data_time: 0.009, memory: 16628, top1_acc: 0.0522, top5_acc: 0.1500, loss_cls: 5.2026, loss: 5.2026, grad_norm: 1.8432 2021-01-18 14:54:16,193 - mmaction - INFO - Epoch [2][220/2147] lr: 2.583e-02, eta: 12 days, 12:54:49, time: 1.433, data_time: 0.005, memory: 16628, top1_acc: 0.0527, top5_acc: 0.1545, loss_cls: 5.1691, loss: 5.1691, grad_norm: 1.8539 2021-01-18 14:54:47,320 - mmaction - INFO - Epoch [2][240/2147] lr: 2.588e-02, eta: 12 days, 12:21:10, time: 1.548, data_time: 0.003, memory: 16628, top1_acc: 0.0571, top5_acc: 0.1585, loss_cls: 5.1201, loss: 5.1201, grad_norm: 1.8563 2021-01-18 14:55:17,198 - mmaction - INFO - Epoch [2][260/2147] lr: 2.593e-02, eta: 12 days, 11:44:12, time: 1.497, data_time: 0.011, memory: 16628, top1_acc: 0.0509, top5_acc: 0.1598, loss_cls: 5.1605, loss: 5.1605, grad_norm: 1.8819 2021-01-18 14:55:46,508 - mmaction - INFO - Epoch [2][280/2147] lr: 2.598e-02, eta: 12 days, 11:05:55, time: 1.471, data_time: 0.013, memory: 16628, top1_acc: 0.0491, top5_acc: 0.1500, loss_cls: 5.1955, loss: 5.1955, grad_norm: 1.8437 2021-01-18 14:56:16,035 - mmaction - INFO - Epoch [2][300/2147] lr: 2.603e-02, eta: 12 days, 10:28:24, time: 1.473, data_time: 0.005, memory: 16628, top1_acc: 0.0411, top5_acc: 0.1567, loss_cls: 5.1769, loss: 5.1769, grad_norm: 1.8256 2021-01-18 14:56:55,348 - mmaction - INFO - Epoch [2][320/2147] lr: 2.608e-02, eta: 12 days, 10:27:49, time: 1.965, data_time: 0.008, memory: 16628, top1_acc: 0.0562, top5_acc: 0.1594, loss_cls: 5.1575, loss: 5.1575, grad_norm: 1.8387 2021-01-18 14:57:24,388 - mmaction - INFO - Epoch [2][340/2147] lr: 2.613e-02, eta: 12 days, 9:49:59, time: 1.457, data_time: 0.021, memory: 16628, top1_acc: 0.0545, top5_acc: 0.1562, loss_cls: 5.1249, loss: 5.1249, grad_norm: 1.8786 2021-01-18 14:57:54,560 - mmaction - INFO - Epoch [2][360/2147] lr: 2.618e-02, eta: 12 days, 9:16:28, time: 1.508, data_time: 0.005, memory: 16628, top1_acc: 0.0482, top5_acc: 0.1652, loss_cls: 5.1341, loss: 5.1341, grad_norm: 1.9353 2021-01-18 14:58:29,697 - mmaction - INFO - Epoch [2][380/2147] lr: 2.623e-02, eta: 12 days, 9:01:21, time: 1.756, data_time: 0.008, memory: 16628, top1_acc: 0.0580, top5_acc: 0.1652, loss_cls: 5.1485, loss: 5.1485, grad_norm: 1.8213 2021-01-18 14:58:58,307 - mmaction - INFO - Epoch [2][400/2147] lr: 2.628e-02, eta: 12 days, 8:23:19, time: 1.432, data_time: 0.005, memory: 16628, top1_acc: 0.0500, top5_acc: 0.1469, loss_cls: 5.1743, loss: 5.1743, grad_norm: 1.8125 2021-01-18 14:59:27,171 - mmaction - INFO - Epoch [2][420/2147] lr: 2.633e-02, eta: 12 days, 7:46:40, time: 1.444, data_time: 0.003, memory: 16628, top1_acc: 0.0473, top5_acc: 0.1594, loss_cls: 5.1141, loss: 5.1141, grad_norm: 1.9011 2021-01-18 14:59:56,212 - mmaction - INFO - Epoch [2][440/2147] lr: 2.638e-02, eta: 12 days, 7:11:09, time: 1.452, data_time: 0.003, memory: 16628, top1_acc: 0.0531, top5_acc: 0.1652, loss_cls: 5.1457, loss: 5.1457, grad_norm: 1.8186 2021-01-18 15:00:28,565 - mmaction - INFO - Epoch [2][460/2147] lr: 2.642e-02, eta: 12 days, 6:47:35, time: 1.615, data_time: 0.003, memory: 16628, top1_acc: 0.0540, top5_acc: 0.1518, loss_cls: 5.2082, loss: 5.2082, grad_norm: 1.7956 2021-01-18 15:01:02,965 - mmaction - INFO - Epoch [2][480/2147] lr: 2.647e-02, eta: 12 days, 6:31:53, time: 1.723, data_time: 0.011, memory: 16628, top1_acc: 0.0643, top5_acc: 0.1696, loss_cls: 5.1198, loss: 5.1198, grad_norm: 1.7447 2021-01-18 15:01:33,928 - mmaction - INFO - Epoch [2][500/2147] lr: 2.652e-02, eta: 12 days, 6:03:34, time: 1.537, data_time: 0.003, memory: 16628, top1_acc: 0.0536, top5_acc: 0.1580, loss_cls: 5.1490, loss: 5.1490, grad_norm: 1.8148 2021-01-18 15:02:10,446 - mmaction - INFO - Epoch [2][520/2147] lr: 2.657e-02, eta: 12 days, 5:55:47, time: 1.831, data_time: 0.026, memory: 16628, top1_acc: 0.0509, top5_acc: 0.1580, loss_cls: 5.1767, loss: 5.1767, grad_norm: 1.8443 2021-01-18 15:02:39,537 - mmaction - INFO - Epoch [2][540/2147] lr: 2.662e-02, eta: 12 days, 5:22:58, time: 1.461, data_time: 0.010, memory: 16628, top1_acc: 0.0562, top5_acc: 0.1594, loss_cls: 5.1224, loss: 5.1224, grad_norm: 1.8587 2021-01-18 15:03:13,122 - mmaction - INFO - Epoch [2][560/2147] lr: 2.667e-02, eta: 12 days, 5:05:22, time: 1.679, data_time: 0.004, memory: 16628, top1_acc: 0.0571, top5_acc: 0.1670, loss_cls: 5.1105, loss: 5.1105, grad_norm: 1.8700 2021-01-18 15:03:42,313 - mmaction - INFO - Epoch [2][580/2147] lr: 2.672e-02, eta: 12 days, 4:33:23, time: 1.460, data_time: 0.002, memory: 16628, top1_acc: 0.0616, top5_acc: 0.1696, loss_cls: 5.0983, loss: 5.0983, grad_norm: 1.8386 2021-01-18 15:04:14,260 - mmaction - INFO - Epoch [2][600/2147] lr: 2.677e-02, eta: 12 days, 4:10:56, time: 1.597, data_time: 0.005, memory: 16628, top1_acc: 0.0567, top5_acc: 0.1634, loss_cls: 5.1222, loss: 5.1222, grad_norm: 1.8230 2021-01-18 15:04:47,971 - mmaction - INFO - Epoch [2][620/2147] lr: 2.682e-02, eta: 12 days, 3:54:26, time: 1.683, data_time: 0.003, memory: 16628, top1_acc: 0.0527, top5_acc: 0.1549, loss_cls: 5.1191, loss: 5.1191, grad_norm: 1.8409 2021-01-18 15:05:19,319 - mmaction - INFO - Epoch [2][640/2147] lr: 2.687e-02, eta: 12 days, 3:30:48, time: 1.570, data_time: 0.005, memory: 16628, top1_acc: 0.0500, top5_acc: 0.1603, loss_cls: 5.1359, loss: 5.1359, grad_norm: 1.8022 2021-01-18 15:05:48,048 - mmaction - INFO - Epoch [2][660/2147] lr: 2.692e-02, eta: 12 days, 2:58:33, time: 1.432, data_time: 0.001, memory: 16628, top1_acc: 0.0522, top5_acc: 0.1696, loss_cls: 5.1101, loss: 5.1101, grad_norm: 1.8646 2021-01-18 15:06:16,862 - mmaction - INFO - Epoch [2][680/2147] lr: 2.697e-02, eta: 12 days, 2:27:32, time: 1.444, data_time: 0.009, memory: 16628, top1_acc: 0.0585, top5_acc: 0.1754, loss_cls: 5.0762, loss: 5.0762, grad_norm: 1.8531 2021-01-18 15:06:56,177 - mmaction - INFO - Epoch [2][700/2147] lr: 2.702e-02, eta: 12 days, 2:30:01, time: 1.961, data_time: 0.002, memory: 16628, top1_acc: 0.0571, top5_acc: 0.1692, loss_cls: 5.0872, loss: 5.0872, grad_norm: 1.8760 2021-01-18 15:07:25,251 - mmaction - INFO - Epoch [2][720/2147] lr: 2.707e-02, eta: 12 days, 2:00:27, time: 1.457, data_time: 0.008, memory: 16628, top1_acc: 0.0500, top5_acc: 0.1665, loss_cls: 5.1385, loss: 5.1385, grad_norm: 1.8582 2021-01-18 15:07:54,829 - mmaction - INFO - Epoch [2][740/2147] lr: 2.712e-02, eta: 12 days, 1:32:38, time: 1.479, data_time: 0.003, memory: 16628, top1_acc: 0.0571, top5_acc: 0.1665, loss_cls: 5.0879, loss: 5.0879, grad_norm: 1.8179 2021-01-18 15:08:24,772 - mmaction - INFO - Epoch [2][760/2147] lr: 2.716e-02, eta: 12 days, 1:06:13, time: 1.495, data_time: 0.011, memory: 16628, top1_acc: 0.0545, top5_acc: 0.1540, loss_cls: 5.1581, loss: 5.1581, grad_norm: 1.7793 2021-01-18 15:09:02,028 - mmaction - INFO - Epoch [2][780/2147] lr: 2.721e-02, eta: 12 days, 1:02:52, time: 1.860, data_time: 0.007, memory: 16628, top1_acc: 0.0585, top5_acc: 0.1750, loss_cls: 5.1264, loss: 5.1264, grad_norm: 1.8006 2021-01-18 15:09:31,007 - mmaction - INFO - Epoch [2][800/2147] lr: 2.726e-02, eta: 12 days, 0:34:30, time: 1.455, data_time: 0.012, memory: 16628, top1_acc: 0.0603, top5_acc: 0.1616, loss_cls: 5.1094, loss: 5.1094, grad_norm: 1.8129 2021-01-18 15:10:05,565 - mmaction - INFO - Epoch [2][820/2147] lr: 2.731e-02, eta: 12 days, 0:23:00, time: 1.723, data_time: 0.002, memory: 16628, top1_acc: 0.0580, top5_acc: 0.1763, loss_cls: 5.0943, loss: 5.0943, grad_norm: 1.8185 2021-01-18 15:10:45,444 - mmaction - INFO - Epoch [2][840/2147] lr: 2.736e-02, eta: 12 days, 0:28:11, time: 1.994, data_time: 0.017, memory: 16628, top1_acc: 0.0491, top5_acc: 0.1629, loss_cls: 5.1466, loss: 5.1466, grad_norm: 1.7934 2021-01-18 15:11:17,095 - mmaction - INFO - Epoch [2][860/2147] lr: 2.741e-02, eta: 12 days, 0:08:30, time: 1.585, data_time: 0.009, memory: 16628, top1_acc: 0.0522, top5_acc: 0.1679, loss_cls: 5.1427, loss: 5.1427, grad_norm: 1.8112 2021-01-18 15:11:53,404 - mmaction - INFO - Epoch [2][880/2147] lr: 2.746e-02, eta: 12 days, 0:02:55, time: 1.815, data_time: 0.005, memory: 16628, top1_acc: 0.0594, top5_acc: 0.1746, loss_cls: 5.0990, loss: 5.0990, grad_norm: 1.7414 2021-01-18 15:12:26,497 - mmaction - INFO - Epoch [2][900/2147] lr: 2.751e-02, eta: 11 days, 23:46:34, time: 1.634, data_time: 0.011, memory: 16628, top1_acc: 0.0629, top5_acc: 0.1759, loss_cls: 5.1056, loss: 5.1056, grad_norm: 1.8021 2021-01-18 15:12:59,002 - mmaction - INFO - Epoch [2][920/2147] lr: 2.756e-02, eta: 11 days, 23:31:04, time: 1.645, data_time: 0.026, memory: 16628, top1_acc: 0.0580, top5_acc: 0.1612, loss_cls: 5.1266, loss: 5.1266, grad_norm: 1.7601 2021-01-18 15:13:28,071 - mmaction - INFO - Epoch [2][940/2147] lr: 2.761e-02, eta: 11 days, 23:04:23, time: 1.452, data_time: 0.005, memory: 16628, top1_acc: 0.0531, top5_acc: 0.1674, loss_cls: 5.1222, loss: 5.1222, grad_norm: 1.7700 2021-01-18 15:14:02,586 - mmaction - INFO - Epoch [2][960/2147] lr: 2.766e-02, eta: 11 days, 22:54:11, time: 1.728, data_time: 0.007, memory: 16628, top1_acc: 0.0509, top5_acc: 0.1629, loss_cls: 5.1199, loss: 5.1199, grad_norm: 1.7680 2021-01-18 15:14:34,057 - mmaction - INFO - Epoch [2][980/2147] lr: 2.771e-02, eta: 11 days, 22:35:09, time: 1.574, data_time: 0.010, memory: 16628, top1_acc: 0.0625, top5_acc: 0.1826, loss_cls: 5.0330, loss: 5.0330, grad_norm: 1.8226 2021-01-18 15:15:06,016 - mmaction - INFO - Epoch [2][1000/2147] lr: 2.776e-02, eta: 11 days, 22:17:46, time: 1.598, data_time: 0.004, memory: 16628, top1_acc: 0.0562, top5_acc: 0.1732, loss_cls: 5.0315, loss: 5.0315, grad_norm: 1.8274 2021-01-18 15:15:36,553 - mmaction - INFO - Epoch [2][1020/2147] lr: 2.781e-02, eta: 11 days, 21:56:29, time: 1.527, data_time: 0.011, memory: 16628, top1_acc: 0.0603, top5_acc: 0.1790, loss_cls: 5.0205, loss: 5.0205, grad_norm: 1.8228 2021-01-18 15:16:08,189 - mmaction - INFO - Epoch [2][1040/2147] lr: 2.786e-02, eta: 11 days, 21:38:37, time: 1.582, data_time: 0.002, memory: 16628, top1_acc: 0.0603, top5_acc: 0.1723, loss_cls: 5.0717, loss: 5.0717, grad_norm: 1.8277 2021-01-18 15:16:41,044 - mmaction - INFO - Epoch [2][1060/2147] lr: 2.790e-02, eta: 11 days, 21:24:13, time: 1.639, data_time: 0.003, memory: 16628, top1_acc: 0.0558, top5_acc: 0.1629, loss_cls: 5.0798, loss: 5.0798, grad_norm: 1.8500 2021-01-18 15:17:16,827 - mmaction - INFO - Epoch [2][1080/2147] lr: 2.795e-02, eta: 11 days, 21:18:26, time: 1.789, data_time: 0.185, memory: 16628, top1_acc: 0.0571, top5_acc: 0.1656, loss_cls: 5.0588, loss: 5.0588, grad_norm: 1.7917 2021-01-18 15:17:47,861 - mmaction - INFO - Epoch [2][1100/2147] lr: 2.800e-02, eta: 11 days, 20:59:00, time: 1.545, data_time: 0.025, memory: 16628, top1_acc: 0.0558, top5_acc: 0.1661, loss_cls: 5.1015, loss: 5.1015, grad_norm: 1.7438 2021-01-18 15:18:20,820 - mmaction - INFO - Epoch [2][1120/2147] lr: 2.805e-02, eta: 11 days, 20:46:07, time: 1.658, data_time: 0.018, memory: 16628, top1_acc: 0.0562, top5_acc: 0.1701, loss_cls: 5.0644, loss: 5.0644, grad_norm: 1.7644 2021-01-18 15:18:50,048 - mmaction - INFO - Epoch [2][1140/2147] lr: 2.810e-02, eta: 11 days, 20:22:32, time: 1.462, data_time: 0.004, memory: 16628, top1_acc: 0.0531, top5_acc: 0.1728, loss_cls: 5.0690, loss: 5.0690, grad_norm: 1.7402 2021-01-18 15:19:21,739 - mmaction - INFO - Epoch [2][1160/2147] lr: 2.815e-02, eta: 11 days, 20:05:53, time: 1.583, data_time: 0.006, memory: 16628, top1_acc: 0.0496, top5_acc: 0.1741, loss_cls: 5.0446, loss: 5.0446, grad_norm: 1.7930 2021-01-18 15:19:50,531 - mmaction - INFO - Epoch [2][1180/2147] lr: 2.820e-02, eta: 11 days, 19:41:35, time: 1.440, data_time: 0.004, memory: 16628, top1_acc: 0.0670, top5_acc: 0.1696, loss_cls: 5.0406, loss: 5.0406, grad_norm: 1.7860 2021-01-18 15:20:20,721 - mmaction - INFO - Epoch [2][1200/2147] lr: 2.825e-02, eta: 11 days, 19:21:16, time: 1.507, data_time: 0.004, memory: 16628, top1_acc: 0.0496, top5_acc: 0.1656, loss_cls: 5.0584, loss: 5.0584, grad_norm: 1.7278 2021-01-18 15:20:51,708 - mmaction - INFO - Epoch [2][1220/2147] lr: 2.830e-02, eta: 11 days, 19:03:31, time: 1.550, data_time: 0.009, memory: 16628, top1_acc: 0.0687, top5_acc: 0.1754, loss_cls: 5.0600, loss: 5.0600, grad_norm: 1.7648 2021-01-18 15:21:21,129 - mmaction - INFO - Epoch [2][1240/2147] lr: 2.835e-02, eta: 11 days, 18:41:50, time: 1.474, data_time: 0.010, memory: 16628, top1_acc: 0.0638, top5_acc: 0.1746, loss_cls: 5.0517, loss: 5.0517, grad_norm: 1.8314 2021-01-18 15:21:57,546 - mmaction - INFO - Epoch [2][1260/2147] lr: 2.840e-02, eta: 11 days, 18:38:56, time: 1.821, data_time: 0.059, memory: 16628, top1_acc: 0.0621, top5_acc: 0.1862, loss_cls: 5.0135, loss: 5.0135, grad_norm: 1.7588 2021-01-18 15:22:28,610 - mmaction - INFO - Epoch [2][1280/2147] lr: 2.845e-02, eta: 11 days, 18:21:28, time: 1.546, data_time: 0.003, memory: 16628, top1_acc: 0.0545, top5_acc: 0.1687, loss_cls: 5.0661, loss: 5.0661, grad_norm: 1.8231 2021-01-18 15:23:00,605 - mmaction - INFO - Epoch [2][1300/2147] lr: 2.850e-02, eta: 11 days, 18:07:05, time: 1.600, data_time: 0.012, memory: 16628, top1_acc: 0.0607, top5_acc: 0.1759, loss_cls: 5.0189, loss: 5.0189, grad_norm: 1.7278 2021-01-18 15:23:30,070 - mmaction - INFO - Epoch [2][1320/2147] lr: 2.855e-02, eta: 11 days, 17:46:24, time: 1.477, data_time: 0.011, memory: 16628, top1_acc: 0.0621, top5_acc: 0.1839, loss_cls: 5.0032, loss: 5.0032, grad_norm: 1.7914 2021-01-18 15:23:58,887 - mmaction - INFO - Epoch [2][1340/2147] lr: 2.859e-02, eta: 11 days, 17:24:07, time: 1.443, data_time: 0.006, memory: 16628, top1_acc: 0.0683, top5_acc: 0.1790, loss_cls: 5.0368, loss: 5.0368, grad_norm: 1.7893 2021-01-18 15:24:30,253 - mmaction - INFO - Epoch [2][1360/2147] lr: 2.864e-02, eta: 11 days, 17:08:38, time: 1.568, data_time: 0.005, memory: 16628, top1_acc: 0.0683, top5_acc: 0.1835, loss_cls: 5.0481, loss: 5.0481, grad_norm: 1.7092 2021-01-18 15:24:59,523 - mmaction - INFO - Epoch [2][1380/2147] lr: 2.869e-02, eta: 11 days, 16:47:54, time: 1.464, data_time: 0.004, memory: 16628, top1_acc: 0.0647, top5_acc: 0.1786, loss_cls: 5.0455, loss: 5.0455, grad_norm: 1.8267 2021-01-18 15:25:31,941 - mmaction - INFO - Epoch [2][1400/2147] lr: 2.874e-02, eta: 11 days, 16:35:10, time: 1.615, data_time: 0.012, memory: 16628, top1_acc: 0.0656, top5_acc: 0.1857, loss_cls: 5.0245, loss: 5.0245, grad_norm: 1.6942 2021-01-18 15:26:06,046 - mmaction - INFO - Epoch [2][1420/2147] lr: 2.879e-02, eta: 11 days, 16:27:18, time: 1.708, data_time: 0.008, memory: 16628, top1_acc: 0.0554, top5_acc: 0.1674, loss_cls: 5.0416, loss: 5.0416, grad_norm: 1.7657 2021-01-18 15:26:47,988 - mmaction - INFO - Epoch [2][1440/2147] lr: 2.884e-02, eta: 11 days, 16:39:11, time: 2.095, data_time: 0.010, memory: 16628, top1_acc: 0.0598, top5_acc: 0.1826, loss_cls: 5.0157, loss: 5.0157, grad_norm: 1.8155 2021-01-18 15:27:20,876 - mmaction - INFO - Epoch [2][1460/2147] lr: 2.889e-02, eta: 11 days, 16:28:02, time: 1.642, data_time: 0.058, memory: 16628, top1_acc: 0.0567, top5_acc: 0.1701, loss_cls: 5.0940, loss: 5.0940, grad_norm: 1.7468 2021-01-18 15:27:49,881 - mmaction - INFO - Epoch [2][1480/2147] lr: 2.894e-02, eta: 11 days, 16:07:48, time: 1.458, data_time: 0.016, memory: 16628, top1_acc: 0.0554, top5_acc: 0.1656, loss_cls: 5.1041, loss: 5.1041, grad_norm: 1.7058 2021-01-18 15:28:21,354 - mmaction - INFO - Epoch [2][1500/2147] lr: 2.899e-02, eta: 11 days, 15:53:29, time: 1.572, data_time: 0.006, memory: 16628, top1_acc: 0.0567, top5_acc: 0.1812, loss_cls: 5.0455, loss: 5.0455, grad_norm: 1.7216 2021-01-18 15:28:55,497 - mmaction - INFO - Epoch [2][1520/2147] lr: 2.904e-02, eta: 11 days, 15:45:59, time: 1.707, data_time: 0.006, memory: 16628, top1_acc: 0.0594, top5_acc: 0.1884, loss_cls: 4.9812, loss: 4.9812, grad_norm: 1.7764 2021-01-18 15:29:29,808 - mmaction - INFO - Epoch [2][1540/2147] lr: 2.909e-02, eta: 11 days, 15:38:53, time: 1.713, data_time: 0.006, memory: 16628, top1_acc: 0.0603, top5_acc: 0.1871, loss_cls: 4.9905, loss: 4.9905, grad_norm: 1.7526 2021-01-18 15:29:59,747 - mmaction - INFO - Epoch [2][1560/2147] lr: 2.914e-02, eta: 11 days, 15:21:02, time: 1.493, data_time: 0.010, memory: 16628, top1_acc: 0.0589, top5_acc: 0.1942, loss_cls: 4.9963, loss: 4.9963, grad_norm: 1.8011 2021-01-18 15:30:28,528 - mmaction - INFO - Epoch [2][1580/2147] lr: 2.919e-02, eta: 11 days, 15:01:07, time: 1.447, data_time: 0.012, memory: 16628, top1_acc: 0.0665, top5_acc: 0.1777, loss_cls: 5.0432, loss: 5.0432, grad_norm: 1.7296 2021-01-18 15:30:59,366 - mmaction - INFO - Epoch [2][1600/2147] lr: 2.924e-02, eta: 11 days, 14:45:46, time: 1.537, data_time: 0.003, memory: 16628, top1_acc: 0.0558, top5_acc: 0.1790, loss_cls: 5.0269, loss: 5.0269, grad_norm: 1.7558 2021-01-18 15:31:28,622 - mmaction - INFO - Epoch [2][1620/2147] lr: 2.929e-02, eta: 11 days, 14:27:19, time: 1.469, data_time: 0.010, memory: 16628, top1_acc: 0.0567, top5_acc: 0.1768, loss_cls: 5.0366, loss: 5.0366, grad_norm: 1.7557 2021-01-18 15:32:13,137 - mmaction - INFO - Epoch [2][1640/2147] lr: 2.933e-02, eta: 11 days, 14:45:18, time: 2.223, data_time: 0.006, memory: 16628, top1_acc: 0.0589, top5_acc: 0.1821, loss_cls: 5.0219, loss: 5.0219, grad_norm: 1.7087 2021-01-18 15:32:48,127 - mmaction - INFO - Epoch [2][1660/2147] lr: 2.938e-02, eta: 11 days, 14:40:22, time: 1.748, data_time: 0.009, memory: 16628, top1_acc: 0.0585, top5_acc: 0.1812, loss_cls: 5.0191, loss: 5.0191, grad_norm: 1.7921 2021-01-18 15:33:23,338 - mmaction - INFO - Epoch [2][1680/2147] lr: 2.943e-02, eta: 11 days, 14:35:34, time: 1.750, data_time: 0.009, memory: 16628, top1_acc: 0.0688, top5_acc: 0.1866, loss_cls: 5.0082, loss: 5.0082, grad_norm: 1.7401 2021-01-18 15:33:52,829 - mmaction - INFO - Epoch [2][1700/2147] lr: 2.948e-02, eta: 11 days, 14:18:30, time: 1.490, data_time: 0.017, memory: 16628, top1_acc: 0.0598, top5_acc: 0.1732, loss_cls: 5.0597, loss: 5.0597, grad_norm: 1.8109 2021-01-18 15:34:25,131 - mmaction - INFO - Epoch [2][1720/2147] lr: 2.953e-02, eta: 11 days, 14:07:25, time: 1.613, data_time: 0.005, memory: 16628, top1_acc: 0.0571, top5_acc: 0.1665, loss_cls: 5.0742, loss: 5.0742, grad_norm: 1.6829 2021-01-18 15:35:08,512 - mmaction - INFO - Epoch [2][1740/2147] lr: 2.958e-02, eta: 11 days, 14:21:44, time: 2.153, data_time: 0.005, memory: 16628, top1_acc: 0.0665, top5_acc: 0.1978, loss_cls: 4.9832, loss: 4.9832, grad_norm: 1.7705 2021-01-18 15:35:46,002 - mmaction - INFO - Epoch [2][1760/2147] lr: 2.963e-02, eta: 11 days, 14:22:51, time: 1.874, data_time: 0.023, memory: 16628, top1_acc: 0.0661, top5_acc: 0.1978, loss_cls: 4.9373, loss: 4.9373, grad_norm: 1.7202 2021-01-18 15:36:21,069 - mmaction - INFO - Epoch [2][1780/2147] lr: 2.968e-02, eta: 11 days, 14:19:05, time: 1.768, data_time: 0.025, memory: 16628, top1_acc: 0.0589, top5_acc: 0.1853, loss_cls: 5.0168, loss: 5.0168, grad_norm: 1.7772 2021-01-18 15:37:01,141 - mmaction - INFO - Epoch [2][1800/2147] lr: 2.973e-02, eta: 11 days, 14:26:20, time: 2.007, data_time: 0.008, memory: 16628, top1_acc: 0.0612, top5_acc: 0.1964, loss_cls: 4.9634, loss: 4.9634, grad_norm: 1.7445 2021-01-18 15:37:30,888 - mmaction - INFO - Epoch [2][1820/2147] lr: 2.978e-02, eta: 11 days, 14:09:38, time: 1.486, data_time: 0.002, memory: 16628, top1_acc: 0.0647, top5_acc: 0.1866, loss_cls: 4.9845, loss: 4.9845, grad_norm: 1.7713 2021-01-18 15:38:07,497 - mmaction - INFO - Epoch [2][1840/2147] lr: 2.983e-02, eta: 11 days, 14:08:35, time: 1.826, data_time: 0.005, memory: 16628, top1_acc: 0.0741, top5_acc: 0.1987, loss_cls: 4.9514, loss: 4.9514, grad_norm: 1.7896 2021-01-18 15:38:39,317 - mmaction - INFO - Epoch [2][1860/2147] lr: 2.988e-02, eta: 11 days, 13:56:54, time: 1.591, data_time: 0.009, memory: 16628, top1_acc: 0.0647, top5_acc: 0.1897, loss_cls: 4.9529, loss: 4.9529, grad_norm: 1.7797 2021-01-18 15:39:14,765 - mmaction - INFO - Epoch [2][1880/2147] lr: 2.993e-02, eta: 11 days, 13:53:35, time: 1.774, data_time: 0.012, memory: 16628, top1_acc: 0.0647, top5_acc: 0.1830, loss_cls: 4.9764, loss: 4.9764, grad_norm: 1.7751 2021-01-18 15:39:43,210 - mmaction - INFO - Epoch [2][1900/2147] lr: 2.998e-02, eta: 11 days, 13:34:40, time: 1.426, data_time: 0.008, memory: 16628, top1_acc: 0.0679, top5_acc: 0.1920, loss_cls: 4.9807, loss: 4.9807, grad_norm: 1.7692 2021-01-18 15:40:19,805 - mmaction - INFO - Epoch [2][1920/2147] lr: 3.002e-02, eta: 11 days, 13:33:30, time: 1.819, data_time: 0.004, memory: 16628, top1_acc: 0.0687, top5_acc: 0.1911, loss_cls: 4.9883, loss: 4.9883, grad_norm: 1.7564 2021-01-18 15:40:51,308 - mmaction - INFO - Epoch [2][1940/2147] lr: 3.007e-02, eta: 11 days, 13:21:58, time: 1.586, data_time: 0.023, memory: 16628, top1_acc: 0.0763, top5_acc: 0.2013, loss_cls: 4.9209, loss: 4.9209, grad_norm: 1.7763 2021-01-18 15:41:20,705 - mmaction - INFO - Epoch [2][1960/2147] lr: 3.012e-02, eta: 11 days, 13:05:19, time: 1.468, data_time: 0.010, memory: 16628, top1_acc: 0.0616, top5_acc: 0.1737, loss_cls: 4.9848, loss: 4.9848, grad_norm: 1.7829 2021-01-18 15:42:02,466 - mmaction - INFO - Epoch [2][1980/2147] lr: 3.017e-02, eta: 11 days, 13:15:52, time: 2.082, data_time: 0.059, memory: 16628, top1_acc: 0.0585, top5_acc: 0.1768, loss_cls: 5.0074, loss: 5.0074, grad_norm: 1.7396 2021-01-18 15:42:31,583 - mmaction - INFO - Epoch [2][2000/2147] lr: 3.022e-02, eta: 11 days, 12:59:15, time: 1.465, data_time: 0.018, memory: 16628, top1_acc: 0.0687, top5_acc: 0.1969, loss_cls: 4.9925, loss: 4.9925, grad_norm: 1.7521 2021-01-18 15:43:01,865 - mmaction - INFO - Epoch [2][2020/2147] lr: 3.027e-02, eta: 11 days, 12:44:49, time: 1.511, data_time: 0.004, memory: 16628, top1_acc: 0.0638, top5_acc: 0.1933, loss_cls: 4.9500, loss: 4.9500, grad_norm: 1.7358 2021-01-18 15:43:34,442 - mmaction - INFO - Epoch [2][2040/2147] lr: 3.032e-02, eta: 11 days, 12:35:28, time: 1.625, data_time: 0.014, memory: 16628, top1_acc: 0.0603, top5_acc: 0.1804, loss_cls: 4.9956, loss: 4.9956, grad_norm: 1.7610 2021-01-18 15:44:05,041 - mmaction - INFO - Epoch [2][2060/2147] lr: 3.037e-02, eta: 11 days, 12:22:10, time: 1.532, data_time: 0.010, memory: 16628, top1_acc: 0.0759, top5_acc: 0.2036, loss_cls: 4.9500, loss: 4.9500, grad_norm: 1.7369 2021-01-18 15:44:34,987 - mmaction - INFO - Epoch [2][2080/2147] lr: 3.042e-02, eta: 11 days, 12:07:30, time: 1.497, data_time: 0.007, memory: 16628, top1_acc: 0.0603, top5_acc: 0.1786, loss_cls: 4.9901, loss: 4.9901, grad_norm: 1.7269 2021-01-18 15:45:06,406 - mmaction - INFO - Epoch [2][2100/2147] lr: 3.047e-02, eta: 11 days, 11:55:58, time: 1.567, data_time: 0.011, memory: 16628, top1_acc: 0.0612, top5_acc: 0.1862, loss_cls: 4.9594, loss: 4.9594, grad_norm: 1.7449 2021-01-18 15:45:37,175 - mmaction - INFO - Epoch [2][2120/2147] lr: 3.052e-02, eta: 11 days, 11:42:55, time: 1.530, data_time: 0.015, memory: 16628, top1_acc: 0.0621, top5_acc: 0.2125, loss_cls: 4.9048, loss: 4.9048, grad_norm: 1.7227 2021-01-18 15:46:08,210 - mmaction - INFO - Epoch [2][2140/2147] lr: 3.057e-02, eta: 11 days, 11:31:41, time: 1.569, data_time: 0.022, memory: 16628, top1_acc: 0.0670, top5_acc: 0.1969, loss_cls: 4.9622, loss: 4.9622, grad_norm: 1.7708 2021-01-18 15:51:28,801 - mmaction - INFO - Epoch [3][20/2147] lr: 3.063e-02, eta: 11 days, 19:55:01, time: 14.421, data_time: 12.614, memory: 16628, top1_acc: 0.0656, top5_acc: 0.1964, loss_cls: 4.9220, loss: 4.9220, grad_norm: 1.7773 2021-01-18 15:52:04,955 - mmaction - INFO - Epoch [3][40/2147] lr: 3.068e-02, eta: 11 days, 19:51:33, time: 1.807, data_time: 0.006, memory: 16628, top1_acc: 0.0754, top5_acc: 0.2045, loss_cls: 4.9141, loss: 4.9141, grad_norm: 1.7401 2021-01-18 15:52:37,723 - mmaction - INFO - Epoch [3][60/2147] lr: 3.073e-02, eta: 11 days, 19:40:59, time: 1.636, data_time: 0.013, memory: 16628, top1_acc: 0.0638, top5_acc: 0.2013, loss_cls: 4.9030, loss: 4.9030, grad_norm: 1.7832 2021-01-18 15:53:08,726 - mmaction - INFO - Epoch [3][80/2147] lr: 3.078e-02, eta: 11 days, 19:27:04, time: 1.553, data_time: 0.008, memory: 16628, top1_acc: 0.0679, top5_acc: 0.1969, loss_cls: 4.9097, loss: 4.9097, grad_norm: 1.7208 2021-01-18 15:53:37,719 - mmaction - INFO - Epoch [3][100/2147] lr: 3.083e-02, eta: 11 days, 19:08:58, time: 1.449, data_time: 0.005, memory: 16628, top1_acc: 0.0772, top5_acc: 0.2219, loss_cls: 4.8768, loss: 4.8768, grad_norm: 1.7703 2021-01-18 15:54:08,940 - mmaction - INFO - Epoch [3][120/2147] lr: 3.088e-02, eta: 11 days, 18:55:40, time: 1.561, data_time: 0.006, memory: 16628, top1_acc: 0.0759, top5_acc: 0.2058, loss_cls: 4.9247, loss: 4.9247, grad_norm: 1.7825 2021-01-18 15:54:38,012 - mmaction - INFO - Epoch [3][140/2147] lr: 3.093e-02, eta: 11 days, 18:38:10, time: 1.457, data_time: 0.008, memory: 16628, top1_acc: 0.0728, top5_acc: 0.2004, loss_cls: 4.8945, loss: 4.8945, grad_norm: 1.7246 2021-01-18 15:55:08,241 - mmaction - INFO - Epoch [3][160/2147] lr: 3.098e-02, eta: 11 days, 18:22:56, time: 1.508, data_time: 0.001, memory: 16628, top1_acc: 0.0826, top5_acc: 0.2214, loss_cls: 4.8549, loss: 4.8549, grad_norm: 1.7609 2021-01-18 15:55:40,009 - mmaction - INFO - Epoch [3][180/2147] lr: 3.102e-02, eta: 11 days, 18:10:52, time: 1.583, data_time: 0.010, memory: 16628, top1_acc: 0.0781, top5_acc: 0.2098, loss_cls: 4.8987, loss: 4.8987, grad_norm: 1.7968 2021-01-18 15:56:11,873 - mmaction - INFO - Epoch [3][200/2147] lr: 3.107e-02, eta: 11 days, 17:59:35, time: 1.600, data_time: 0.013, memory: 16628, top1_acc: 0.0804, top5_acc: 0.2004, loss_cls: 4.8655, loss: 4.8655, grad_norm: 1.7646 2021-01-18 15:56:42,820 - mmaction - INFO - Epoch [3][220/2147] lr: 3.112e-02, eta: 11 days, 17:45:15, time: 1.522, data_time: 0.010, memory: 16628, top1_acc: 0.0661, top5_acc: 0.1906, loss_cls: 4.9093, loss: 4.9093, grad_norm: 1.7693 2021-01-18 15:57:16,293 - mmaction - INFO - Epoch [3][240/2147] lr: 3.117e-02, eta: 11 days, 17:38:15, time: 1.702, data_time: 0.135, memory: 16628, top1_acc: 0.0688, top5_acc: 0.2112, loss_cls: 4.8970, loss: 4.8970, grad_norm: 1.7736 2021-01-18 15:57:47,151 - mmaction - INFO - Epoch [3][260/2147] lr: 3.122e-02, eta: 11 days, 17:24:53, time: 1.541, data_time: 0.002, memory: 16628, top1_acc: 0.0821, top5_acc: 0.2071, loss_cls: 4.8753, loss: 4.8753, grad_norm: 1.7610 2021-01-18 15:58:15,915 - mmaction - INFO - Epoch [3][280/2147] lr: 3.127e-02, eta: 11 days, 17:07:39, time: 1.440, data_time: 0.009, memory: 16628, top1_acc: 0.0652, top5_acc: 0.2031, loss_cls: 4.8968, loss: 4.8968, grad_norm: 1.7824 2021-01-18 15:58:46,583 - mmaction - INFO - Epoch [3][300/2147] lr: 3.132e-02, eta: 11 days, 16:54:05, time: 1.530, data_time: 0.002, memory: 16628, top1_acc: 0.0777, top5_acc: 0.2062, loss_cls: 4.9082, loss: 4.9082, grad_norm: 1.7032 2021-01-18 15:59:15,014 - mmaction - INFO - Epoch [3][320/2147] lr: 3.137e-02, eta: 11 days, 16:36:31, time: 1.425, data_time: 0.005, memory: 16628, top1_acc: 0.0688, top5_acc: 0.1960, loss_cls: 4.8856, loss: 4.8856, grad_norm: 1.7588 2021-01-18 15:59:45,157 - mmaction - INFO - Epoch [3][340/2147] lr: 3.142e-02, eta: 11 days, 16:22:12, time: 1.504, data_time: 0.003, memory: 16628, top1_acc: 0.0772, top5_acc: 0.2098, loss_cls: 4.8694, loss: 4.8694, grad_norm: 1.7106 2021-01-18 16:00:14,112 - mmaction - INFO - Epoch [3][360/2147] lr: 3.147e-02, eta: 11 days, 16:05:55, time: 1.450, data_time: 0.005, memory: 16628, top1_acc: 0.0710, top5_acc: 0.2089, loss_cls: 4.8793, loss: 4.8793, grad_norm: 1.7770 2021-01-18 16:00:42,628 - mmaction - INFO - Epoch [3][380/2147] lr: 3.152e-02, eta: 11 days, 15:48:50, time: 1.427, data_time: 0.006, memory: 16628, top1_acc: 0.0625, top5_acc: 0.1942, loss_cls: 4.8864, loss: 4.8864, grad_norm: 1.7519 2021-01-18 16:01:11,642 - mmaction - INFO - Epoch [3][400/2147] lr: 3.157e-02, eta: 11 days, 15:32:42, time: 1.447, data_time: 0.003, memory: 16628, top1_acc: 0.0750, top5_acc: 0.2049, loss_cls: 4.8592, loss: 4.8592, grad_norm: 1.7798 2021-01-18 16:01:45,489 - mmaction - INFO - Epoch [3][420/2147] lr: 3.162e-02, eta: 11 days, 15:26:03, time: 1.690, data_time: 0.006, memory: 16628, top1_acc: 0.0737, top5_acc: 0.2098, loss_cls: 4.9053, loss: 4.9053, grad_norm: 1.7566 2021-01-18 16:02:20,571 - mmaction - INFO - Epoch [3][440/2147] lr: 3.167e-02, eta: 11 days, 15:22:00, time: 1.757, data_time: 0.007, memory: 16628, top1_acc: 0.0679, top5_acc: 0.2022, loss_cls: 4.9370, loss: 4.9370, grad_norm: 1.7108 2021-01-18 16:02:56,253 - mmaction - INFO - Epoch [3][460/2147] lr: 3.172e-02, eta: 11 days, 15:18:52, time: 1.780, data_time: 0.013, memory: 16628, top1_acc: 0.0679, top5_acc: 0.2129, loss_cls: 4.8767, loss: 4.8767, grad_norm: 1.7338 2021-01-18 16:03:28,427 - mmaction - INFO - Epoch [3][480/2147] lr: 3.176e-02, eta: 11 days, 15:09:30, time: 1.615, data_time: 0.008, memory: 16628, top1_acc: 0.0629, top5_acc: 0.2036, loss_cls: 4.8965, loss: 4.8965, grad_norm: 1.7687 2021-01-18 16:03:58,985 - mmaction - INFO - Epoch [3][500/2147] lr: 3.181e-02, eta: 11 days, 14:56:44, time: 1.524, data_time: 0.002, memory: 16628, top1_acc: 0.0638, top5_acc: 0.1951, loss_cls: 4.9168, loss: 4.9168, grad_norm: 1.6901 2021-01-18 16:04:30,859 - mmaction - INFO - Epoch [3][520/2147] lr: 3.186e-02, eta: 11 days, 14:46:53, time: 1.598, data_time: 0.010, memory: 16628, top1_acc: 0.0772, top5_acc: 0.2165, loss_cls: 4.8758, loss: 4.8758, grad_norm: 1.7344 2021-01-18 16:05:00,792 - mmaction - INFO - Epoch [3][540/2147] lr: 3.191e-02, eta: 11 days, 14:33:16, time: 1.496, data_time: 0.003, memory: 16628, top1_acc: 0.0741, top5_acc: 0.2156, loss_cls: 4.8653, loss: 4.8653, grad_norm: 1.7286 2021-01-18 16:05:35,183 - mmaction - INFO - Epoch [3][560/2147] lr: 3.196e-02, eta: 11 days, 14:27:56, time: 1.715, data_time: 0.003, memory: 16628, top1_acc: 0.0661, top5_acc: 0.1978, loss_cls: 4.9257, loss: 4.9257, grad_norm: 1.7469 2021-01-18 16:06:04,399 - mmaction - INFO - Epoch [3][580/2147] lr: 3.201e-02, eta: 11 days, 14:13:22, time: 1.466, data_time: 0.008, memory: 16628, top1_acc: 0.0732, top5_acc: 0.2067, loss_cls: 4.8331, loss: 4.8331, grad_norm: 1.7106 2021-01-18 16:06:36,353 - mmaction - INFO - Epoch [3][600/2147] lr: 3.206e-02, eta: 11 days, 14:03:43, time: 1.595, data_time: 0.003, memory: 16628, top1_acc: 0.0665, top5_acc: 0.2085, loss_cls: 4.8792, loss: 4.8792, grad_norm: 1.7663 2021-01-18 16:07:17,519 - mmaction - INFO - Epoch [3][620/2147] lr: 3.211e-02, eta: 11 days, 14:11:01, time: 2.052, data_time: 0.008, memory: 16628, top1_acc: 0.0786, top5_acc: 0.2232, loss_cls: 4.8168, loss: 4.8168, grad_norm: 1.7161 2021-01-18 16:07:47,094 - mmaction - INFO - Epoch [3][640/2147] lr: 3.216e-02, eta: 11 days, 13:57:31, time: 1.488, data_time: 0.012, memory: 16628, top1_acc: 0.0795, top5_acc: 0.2067, loss_cls: 4.8480, loss: 4.8480, grad_norm: 1.7854 2021-01-18 16:08:20,609 - mmaction - INFO - Epoch [3][660/2147] lr: 3.221e-02, eta: 11 days, 13:50:56, time: 1.674, data_time: 0.011, memory: 16628, top1_acc: 0.0795, top5_acc: 0.2192, loss_cls: 4.8541, loss: 4.8541, grad_norm: 1.7230 2021-01-18 16:08:49,363 - mmaction - INFO - Epoch [3][680/2147] lr: 3.226e-02, eta: 11 days, 13:35:49, time: 1.439, data_time: 0.003, memory: 16628, top1_acc: 0.0746, top5_acc: 0.2228, loss_cls: 4.8238, loss: 4.8238, grad_norm: 1.7283 2021-01-18 16:09:19,344 - mmaction - INFO - Epoch [3][700/2147] lr: 3.231e-02, eta: 11 days, 13:22:58, time: 1.498, data_time: 0.006, memory: 16628, top1_acc: 0.0719, top5_acc: 0.2045, loss_cls: 4.8508, loss: 4.8508, grad_norm: 1.7820 2021-01-18 16:09:53,778 - mmaction - INFO - Epoch [3][720/2147] lr: 3.236e-02, eta: 11 days, 13:18:14, time: 1.720, data_time: 0.004, memory: 16628, top1_acc: 0.0795, top5_acc: 0.2129, loss_cls: 4.8665, loss: 4.8665, grad_norm: 1.7626 2021-01-18 16:10:27,473 - mmaction - INFO - Epoch [3][740/2147] lr: 3.241e-02, eta: 11 days, 13:12:15, time: 1.684, data_time: 0.006, memory: 16628, top1_acc: 0.0781, top5_acc: 0.2134, loss_cls: 4.8427, loss: 4.8427, grad_norm: 1.7342 2021-01-18 16:10:58,842 - mmaction - INFO - Epoch [3][760/2147] lr: 3.245e-02, eta: 11 days, 13:02:18, time: 1.572, data_time: 0.006, memory: 16628, top1_acc: 0.0714, top5_acc: 0.1991, loss_cls: 4.8879, loss: 4.8879, grad_norm: 1.7240 2021-01-18 16:11:28,197 - mmaction - INFO - Epoch [3][780/2147] lr: 3.250e-02, eta: 11 days, 12:48:40, time: 1.467, data_time: 0.005, memory: 16628, top1_acc: 0.0804, top5_acc: 0.2089, loss_cls: 4.8263, loss: 4.8263, grad_norm: 1.7624 2021-01-18 16:12:05,905 - mmaction - INFO - Epoch [3][800/2147] lr: 3.255e-02, eta: 11 days, 12:49:58, time: 1.884, data_time: 0.003, memory: 16628, top1_acc: 0.0781, top5_acc: 0.2228, loss_cls: 4.7930, loss: 4.7930, grad_norm: 1.7168 2021-01-18 16:12:38,088 - mmaction - INFO - Epoch [3][820/2147] lr: 3.260e-02, eta: 11 days, 12:41:22, time: 1.605, data_time: 0.006, memory: 16628, top1_acc: 0.0643, top5_acc: 0.1996, loss_cls: 4.8877, loss: 4.8877, grad_norm: 1.7642 2021-01-18 16:13:08,047 - mmaction - INFO - Epoch [3][840/2147] lr: 3.265e-02, eta: 11 days, 12:29:04, time: 1.499, data_time: 0.009, memory: 16628, top1_acc: 0.0763, top5_acc: 0.2080, loss_cls: 4.8385, loss: 4.8385, grad_norm: 1.7149 2021-01-18 16:13:40,804 - mmaction - INFO - Epoch [3][860/2147] lr: 3.270e-02, eta: 11 days, 12:21:54, time: 1.642, data_time: 0.010, memory: 16628, top1_acc: 0.0643, top5_acc: 0.2183, loss_cls: 4.7930, loss: 4.7930, grad_norm: 1.7310 2021-01-18 16:14:17,546 - mmaction - INFO - Epoch [3][880/2147] lr: 3.275e-02, eta: 11 days, 12:21:35, time: 1.836, data_time: 0.004, memory: 16628, top1_acc: 0.0835, top5_acc: 0.2076, loss_cls: 4.8579, loss: 4.8579, grad_norm: 1.7368 2021-01-18 16:14:47,254 - mmaction - INFO - Epoch [3][900/2147] lr: 3.280e-02, eta: 11 days, 12:08:59, time: 1.484, data_time: 0.005, memory: 16628, top1_acc: 0.0679, top5_acc: 0.2161, loss_cls: 4.7952, loss: 4.7952, grad_norm: 1.7386 2021-01-18 16:15:16,956 - mmaction - INFO - Epoch [3][920/2147] lr: 3.285e-02, eta: 11 days, 11:56:40, time: 1.490, data_time: 0.006, memory: 16628, top1_acc: 0.0750, top5_acc: 0.2219, loss_cls: 4.8435, loss: 4.8435, grad_norm: 1.7102 2021-01-18 16:15:47,024 - mmaction - INFO - Epoch [3][940/2147] lr: 3.290e-02, eta: 11 days, 11:44:33, time: 1.493, data_time: 0.005, memory: 16628, top1_acc: 0.0790, top5_acc: 0.2192, loss_cls: 4.8110, loss: 4.8110, grad_norm: 1.7195 2021-01-18 16:16:17,847 - mmaction - INFO - Epoch [3][960/2147] lr: 3.295e-02, eta: 11 days, 11:34:23, time: 1.547, data_time: 0.012, memory: 16628, top1_acc: 0.0701, top5_acc: 0.2058, loss_cls: 4.8445, loss: 4.8445, grad_norm: 1.7332 2021-01-18 16:16:54,990 - mmaction - INFO - Epoch [3][980/2147] lr: 3.300e-02, eta: 11 days, 11:35:05, time: 1.861, data_time: 0.007, memory: 16628, top1_acc: 0.0795, top5_acc: 0.2134, loss_cls: 4.8691, loss: 4.8691, grad_norm: 1.6715 2021-01-18 16:17:24,807 - mmaction - INFO - Epoch [3][1000/2147] lr: 3.305e-02, eta: 11 days, 11:22:58, time: 1.486, data_time: 0.004, memory: 16628, top1_acc: 0.0772, top5_acc: 0.2210, loss_cls: 4.7858, loss: 4.7858, grad_norm: 1.6721 2021-01-18 16:17:54,311 - mmaction - INFO - Epoch [3][1020/2147] lr: 3.310e-02, eta: 11 days, 11:10:31, time: 1.475, data_time: 0.011, memory: 16628, top1_acc: 0.0781, top5_acc: 0.2089, loss_cls: 4.8257, loss: 4.8257, grad_norm: 1.7725 2021-01-18 16:18:23,152 - mmaction - INFO - Epoch [3][1040/2147] lr: 3.315e-02, eta: 11 days, 10:57:16, time: 1.448, data_time: 0.009, memory: 16628, top1_acc: 0.0786, top5_acc: 0.2080, loss_cls: 4.8594, loss: 4.8594, grad_norm: 1.6966 2021-01-18 16:18:53,981 - mmaction - INFO - Epoch [3][1060/2147] lr: 3.319e-02, eta: 11 days, 10:47:16, time: 1.541, data_time: 0.002, memory: 16628, top1_acc: 0.0723, top5_acc: 0.2196, loss_cls: 4.8274, loss: 4.8274, grad_norm: 1.7059 2021-01-18 16:19:25,048 - mmaction - INFO - Epoch [3][1080/2147] lr: 3.324e-02, eta: 11 days, 10:37:46, time: 1.554, data_time: 0.008, memory: 16628, top1_acc: 0.0763, top5_acc: 0.2121, loss_cls: 4.8619, loss: 4.8619, grad_norm: 1.6460 2021-01-18 16:19:56,038 - mmaction - INFO - Epoch [3][1100/2147] lr: 3.329e-02, eta: 11 days, 10:28:08, time: 1.548, data_time: 0.004, memory: 16628, top1_acc: 0.0826, top5_acc: 0.2188, loss_cls: 4.8073, loss: 4.8073, grad_norm: 1.6730 2021-01-18 16:20:31,767 - mmaction - INFO - Epoch [3][1120/2147] lr: 3.334e-02, eta: 11 days, 10:26:31, time: 1.785, data_time: 0.004, memory: 16628, top1_acc: 0.0902, top5_acc: 0.2397, loss_cls: 4.7516, loss: 4.7516, grad_norm: 1.7839 2021-01-18 16:21:02,770 - mmaction - INFO - Epoch [3][1140/2147] lr: 3.339e-02, eta: 11 days, 10:17:09, time: 1.553, data_time: 0.005, memory: 16628, top1_acc: 0.0719, top5_acc: 0.2062, loss_cls: 4.8568, loss: 4.8568, grad_norm: 1.6897 2021-01-18 16:21:36,221 - mmaction - INFO - Epoch [3][1160/2147] lr: 3.344e-02, eta: 11 days, 10:11:39, time: 1.667, data_time: 0.002, memory: 16628, top1_acc: 0.0732, top5_acc: 0.2170, loss_cls: 4.8100, loss: 4.8100, grad_norm: 1.6731 2021-01-18 16:22:10,976 - mmaction - INFO - Epoch [3][1180/2147] lr: 3.349e-02, eta: 11 days, 10:08:35, time: 1.740, data_time: 0.013, memory: 16628, top1_acc: 0.0754, top5_acc: 0.2214, loss_cls: 4.7977, loss: 4.7977, grad_norm: 1.7504 2021-01-18 16:22:39,615 - mmaction - INFO - Epoch [3][1200/2147] lr: 3.354e-02, eta: 11 days, 9:55:21, time: 1.431, data_time: 0.005, memory: 16628, top1_acc: 0.0826, top5_acc: 0.2250, loss_cls: 4.7614, loss: 4.7614, grad_norm: 1.7358 2021-01-18 16:23:15,320 - mmaction - INFO - Epoch [3][1220/2147] lr: 3.359e-02, eta: 11 days, 9:53:53, time: 1.786, data_time: 0.008, memory: 16628, top1_acc: 0.0795, top5_acc: 0.2250, loss_cls: 4.7844, loss: 4.7844, grad_norm: 1.7169 2021-01-18 16:23:45,231 - mmaction - INFO - Epoch [3][1240/2147] lr: 3.364e-02, eta: 11 days, 9:42:44, time: 1.491, data_time: 0.005, memory: 16628, top1_acc: 0.0817, top5_acc: 0.2379, loss_cls: 4.7816, loss: 4.7816, grad_norm: 1.6864 2021-01-18 16:24:16,185 - mmaction - INFO - Epoch [3][1260/2147] lr: 3.369e-02, eta: 11 days, 9:33:46, time: 1.555, data_time: 0.014, memory: 16628, top1_acc: 0.0844, top5_acc: 0.2313, loss_cls: 4.7591, loss: 4.7591, grad_norm: 1.7564 2021-01-18 16:24:49,441 - mmaction - INFO - Epoch [3][1280/2147] lr: 3.374e-02, eta: 11 days, 9:28:11, time: 1.657, data_time: 0.003, memory: 16628, top1_acc: 0.0964, top5_acc: 0.2317, loss_cls: 4.7875, loss: 4.7875, grad_norm: 1.7504 2021-01-18 16:25:19,899 - mmaction - INFO - Epoch [3][1300/2147] lr: 3.379e-02, eta: 11 days, 9:18:31, time: 1.530, data_time: 0.010, memory: 16628, top1_acc: 0.0848, top5_acc: 0.2228, loss_cls: 4.7805, loss: 4.7805, grad_norm: 1.7552 2021-01-18 16:25:50,050 - mmaction - INFO - Epoch [3][1320/2147] lr: 3.384e-02, eta: 11 days, 9:08:08, time: 1.506, data_time: 0.003, memory: 16628, top1_acc: 0.0862, top5_acc: 0.2170, loss_cls: 4.7953, loss: 4.7953, grad_norm: 1.7444 2021-01-18 16:26:19,598 - mmaction - INFO - Epoch [3][1340/2147] lr: 3.388e-02, eta: 11 days, 8:56:58, time: 1.479, data_time: 0.008, memory: 16628, top1_acc: 0.0750, top5_acc: 0.2147, loss_cls: 4.7956, loss: 4.7956, grad_norm: 1.6696 2021-01-18 16:27:08,653 - mmaction - INFO - Epoch [3][1360/2147] lr: 3.393e-02, eta: 11 days, 9:16:55, time: 2.447, data_time: 0.002, memory: 16628, top1_acc: 0.0790, top5_acc: 0.2174, loss_cls: 4.7944, loss: 4.7944, grad_norm: 1.6604 2021-01-18 16:27:42,160 - mmaction - INFO - Epoch [3][1380/2147] lr: 3.398e-02, eta: 11 days, 9:12:09, time: 1.678, data_time: 0.008, memory: 16628, top1_acc: 0.0763, top5_acc: 0.2201, loss_cls: 4.8127, loss: 4.8127, grad_norm: 1.7058 2021-01-18 16:28:13,988 - mmaction - INFO - Epoch [3][1400/2147] lr: 3.403e-02, eta: 11 days, 9:04:30, time: 1.587, data_time: 0.005, memory: 16628, top1_acc: 0.0826, top5_acc: 0.2272, loss_cls: 4.7809, loss: 4.7809, grad_norm: 1.6966 2021-01-18 16:28:42,499 - mmaction - INFO - Epoch [3][1420/2147] lr: 3.408e-02, eta: 11 days, 8:51:59, time: 1.432, data_time: 0.012, memory: 16628, top1_acc: 0.0830, top5_acc: 0.2335, loss_cls: 4.7683, loss: 4.7683, grad_norm: 1.7613 2021-01-18 16:29:13,055 - mmaction - INFO - Epoch [3][1440/2147] lr: 3.413e-02, eta: 11 days, 8:42:23, time: 1.521, data_time: 0.005, memory: 16628, top1_acc: 0.0799, top5_acc: 0.2330, loss_cls: 4.7882, loss: 4.7882, grad_norm: 1.7082 2021-01-18 16:29:41,378 - mmaction - INFO - Epoch [3][1460/2147] lr: 3.418e-02, eta: 11 days, 8:29:45, time: 1.423, data_time: 0.013, memory: 16628, top1_acc: 0.0799, top5_acc: 0.2254, loss_cls: 4.7963, loss: 4.7963, grad_norm: 1.6367 2021-01-18 16:30:15,876 - mmaction - INFO - Epoch [3][1480/2147] lr: 3.423e-02, eta: 11 days, 8:26:34, time: 1.721, data_time: 0.002, memory: 16628, top1_acc: 0.0821, top5_acc: 0.2259, loss_cls: 4.7978, loss: 4.7978, grad_norm: 1.7111 2021-01-18 16:30:45,243 - mmaction - INFO - Epoch [3][1500/2147] lr: 3.428e-02, eta: 11 days, 8:15:30, time: 1.469, data_time: 0.007, memory: 16628, top1_acc: 0.0902, top5_acc: 0.2344, loss_cls: 4.7945, loss: 4.7945, grad_norm: 1.7020 2021-01-18 16:31:13,890 - mmaction - INFO - Epoch [3][1520/2147] lr: 3.433e-02, eta: 11 days, 8:03:25, time: 1.434, data_time: 0.007, memory: 16628, top1_acc: 0.0759, top5_acc: 0.2210, loss_cls: 4.7761, loss: 4.7761, grad_norm: 1.6767 2021-01-18 16:31:47,241 - mmaction - INFO - Epoch [3][1540/2147] lr: 3.438e-02, eta: 11 days, 7:54:43, time: 1.540, data_time: 0.006, memory: 16628, top1_acc: 0.0924, top5_acc: 0.2415, loss_cls: 4.7222, loss: 4.7222, grad_norm: 1.7596 2021-01-18 16:32:20,914 - mmaction - INFO - Epoch [3][1560/2147] lr: 3.443e-02, eta: 11 days, 7:54:11, time: 1.802, data_time: 0.133, memory: 16628, top1_acc: 0.0804, top5_acc: 0.2317, loss_cls: 4.7401, loss: 4.7401, grad_norm: 1.7404 2021-01-18 16:32:49,718 - mmaction - INFO - Epoch [3][1580/2147] lr: 3.448e-02, eta: 11 days, 7:42:45, time: 1.449, data_time: 0.013, memory: 16628, top1_acc: 0.0906, top5_acc: 0.2388, loss_cls: 4.7606, loss: 4.7606, grad_norm: 1.6746 2021-01-18 16:33:21,080 - mmaction - INFO - Epoch [3][1600/2147] lr: 3.453e-02, eta: 11 days, 7:34:44, time: 1.558, data_time: 0.004, memory: 16628, top1_acc: 0.0853, top5_acc: 0.2192, loss_cls: 4.7431, loss: 4.7431, grad_norm: 1.7266 2021-01-18 16:33:50,625 - mmaction - INFO - Epoch [3][1620/2147] lr: 3.458e-02, eta: 11 days, 7:24:27, time: 1.482, data_time: 0.016, memory: 16628, top1_acc: 0.0732, top5_acc: 0.2268, loss_cls: 4.7815, loss: 4.7815, grad_norm: 1.6831 2021-01-18 16:34:26,684 - mmaction - INFO - Epoch [3][1640/2147] lr: 3.462e-02, eta: 11 days, 7:23:57, time: 1.800, data_time: 0.012, memory: 16628, top1_acc: 0.0812, top5_acc: 0.2330, loss_cls: 4.7556, loss: 4.7556, grad_norm: 1.7162 2021-01-18 16:34:55,894 - mmaction - INFO - Epoch [3][1660/2147] lr: 3.467e-02, eta: 11 days, 7:13:22, time: 1.469, data_time: 0.013, memory: 16628, top1_acc: 0.0777, top5_acc: 0.2246, loss_cls: 4.7881, loss: 4.7881, grad_norm: 1.6817 2021-01-18 16:35:27,620 - mmaction - INFO - Epoch [3][1680/2147] lr: 3.472e-02, eta: 11 days, 7:06:26, time: 1.587, data_time: 0.002, memory: 16628, top1_acc: 0.0705, top5_acc: 0.2214, loss_cls: 4.8343, loss: 4.8343, grad_norm: 1.6968 2021-01-18 16:35:57,103 - mmaction - INFO - Epoch [3][1700/2147] lr: 3.477e-02, eta: 11 days, 6:55:54, time: 1.467, data_time: 0.002, memory: 16628, top1_acc: 0.0688, top5_acc: 0.2147, loss_cls: 4.7698, loss: 4.7698, grad_norm: 1.7127 2021-01-18 16:36:30,566 - mmaction - INFO - Epoch [3][1720/2147] lr: 3.482e-02, eta: 11 days, 6:51:43, time: 1.675, data_time: 0.008, memory: 16628, top1_acc: 0.0799, top5_acc: 0.2286, loss_cls: 4.7662, loss: 4.7662, grad_norm: 1.6617 2021-01-18 16:37:10,166 - mmaction - INFO - Epoch [3][1740/2147] lr: 3.487e-02, eta: 11 days, 6:56:43, time: 1.980, data_time: 0.012, memory: 16628, top1_acc: 0.0853, top5_acc: 0.2469, loss_cls: 4.7110, loss: 4.7110, grad_norm: 1.6251 2021-01-18 16:37:38,941 - mmaction - INFO - Epoch [3][1760/2147] lr: 3.492e-02, eta: 11 days, 6:45:37, time: 1.444, data_time: 0.012, memory: 16628, top1_acc: 0.0839, top5_acc: 0.2357, loss_cls: 4.8014, loss: 4.8014, grad_norm: 1.6857 2021-01-18 16:38:10,166 - mmaction - INFO - Epoch [3][1780/2147] lr: 3.497e-02, eta: 11 days, 6:37:48, time: 1.551, data_time: 0.003, memory: 16628, top1_acc: 0.0853, top5_acc: 0.2192, loss_cls: 4.8138, loss: 4.8138, grad_norm: 1.6909 2021-01-18 16:38:40,365 - mmaction - INFO - Epoch [3][1800/2147] lr: 3.502e-02, eta: 11 days, 6:29:02, time: 1.517, data_time: 0.012, memory: 16628, top1_acc: 0.0888, top5_acc: 0.2509, loss_cls: 4.6842, loss: 4.6842, grad_norm: 1.6559 2021-01-18 16:39:14,391 - mmaction - INFO - Epoch [3][1820/2147] lr: 3.507e-02, eta: 11 days, 6:25:40, time: 1.698, data_time: 0.006, memory: 16628, top1_acc: 0.0862, top5_acc: 0.2384, loss_cls: 4.7442, loss: 4.7442, grad_norm: 1.7055 2021-01-18 16:39:43,253 - mmaction - INFO - Epoch [3][1840/2147] lr: 3.512e-02, eta: 11 days, 6:14:58, time: 1.449, data_time: 0.012, memory: 16628, top1_acc: 0.0884, top5_acc: 0.2375, loss_cls: 4.7456, loss: 4.7456, grad_norm: 1.6706 2021-01-18 16:40:19,573 - mmaction - INFO - Epoch [3][1860/2147] lr: 3.517e-02, eta: 11 days, 6:14:57, time: 1.810, data_time: 0.001, memory: 16628, top1_acc: 0.0799, top5_acc: 0.2308, loss_cls: 4.7629, loss: 4.7629, grad_norm: 1.6909 2021-01-18 16:40:53,256 - mmaction - INFO - Epoch [3][1880/2147] lr: 3.522e-02, eta: 11 days, 6:11:14, time: 1.684, data_time: 0.011, memory: 16628, top1_acc: 0.0866, top5_acc: 0.2522, loss_cls: 4.7224, loss: 4.7224, grad_norm: 1.6651 2021-01-18 16:41:22,427 - mmaction - INFO - Epoch [3][1900/2147] lr: 3.527e-02, eta: 11 days, 6:01:07, time: 1.464, data_time: 0.009, memory: 16628, top1_acc: 0.0973, top5_acc: 0.2384, loss_cls: 4.7328, loss: 4.7328, grad_norm: 1.6877 2021-01-18 16:42:11,890 - mmaction - INFO - Epoch [3][1920/2147] lr: 3.531e-02, eta: 11 days, 6:20:20, time: 2.468, data_time: 0.004, memory: 16628, top1_acc: 0.0786, top5_acc: 0.2313, loss_cls: 4.7686, loss: 4.7686, grad_norm: 1.6894 2021-01-18 16:42:40,709 - mmaction - INFO - Epoch [3][1940/2147] lr: 3.536e-02, eta: 11 days, 6:09:23, time: 1.435, data_time: 0.014, memory: 16628, top1_acc: 0.0946, top5_acc: 0.2393, loss_cls: 4.7348, loss: 4.7348, grad_norm: 1.7250 2021-01-18 16:43:10,572 - mmaction - INFO - Epoch [3][1960/2147] lr: 3.541e-02, eta: 11 days, 6:00:23, time: 1.499, data_time: 0.022, memory: 16628, top1_acc: 0.0853, top5_acc: 0.2531, loss_cls: 4.7351, loss: 4.7351, grad_norm: 1.6776 2021-01-18 16:43:41,839 - mmaction - INFO - Epoch [3][1980/2147] lr: 3.546e-02, eta: 11 days, 5:53:25, time: 1.568, data_time: 0.013, memory: 16628, top1_acc: 0.0848, top5_acc: 0.2344, loss_cls: 4.7603, loss: 4.7603, grad_norm: 1.7035 2021-01-18 16:44:10,584 - mmaction - INFO - Epoch [3][2000/2147] lr: 3.551e-02, eta: 11 days, 5:42:44, time: 1.438, data_time: 0.002, memory: 16628, top1_acc: 0.0862, top5_acc: 0.2375, loss_cls: 4.6901, loss: 4.6901, grad_norm: 1.6272 2021-01-18 16:44:40,099 - mmaction - INFO - Epoch [3][2020/2147] lr: 3.556e-02, eta: 11 days, 5:33:00, time: 1.468, data_time: 0.004, memory: 16628, top1_acc: 0.0875, top5_acc: 0.2259, loss_cls: 4.7809, loss: 4.7809, grad_norm: 1.6452 2021-01-18 16:45:13,723 - mmaction - INFO - Epoch [3][2040/2147] lr: 3.561e-02, eta: 11 days, 5:29:32, time: 1.686, data_time: 0.009, memory: 16628, top1_acc: 0.0817, top5_acc: 0.2357, loss_cls: 4.8002, loss: 4.8002, grad_norm: 1.6591 2021-01-18 16:45:43,296 - mmaction - INFO - Epoch [3][2060/2147] lr: 3.566e-02, eta: 11 days, 5:20:05, time: 1.475, data_time: 0.008, memory: 16628, top1_acc: 0.0946, top5_acc: 0.2500, loss_cls: 4.6706, loss: 4.6706, grad_norm: 1.6843 2021-01-18 16:46:11,909 - mmaction - INFO - Epoch [3][2080/2147] lr: 3.571e-02, eta: 11 days, 5:09:33, time: 1.435, data_time: 0.011, memory: 16628, top1_acc: 0.0862, top5_acc: 0.2344, loss_cls: 4.7101, loss: 4.7101, grad_norm: 1.6984 2021-01-18 16:46:58,177 - mmaction - INFO - Epoch [3][2100/2147] lr: 3.576e-02, eta: 11 days, 5:23:49, time: 2.308, data_time: 0.005, memory: 16628, top1_acc: 0.0848, top5_acc: 0.2290, loss_cls: 4.7083, loss: 4.7083, grad_norm: 1.6633 2021-01-18 16:47:27,130 - mmaction - INFO - Epoch [3][2120/2147] lr: 3.581e-02, eta: 11 days, 5:13:54, time: 1.455, data_time: 0.018, memory: 16628, top1_acc: 0.0893, top5_acc: 0.2281, loss_cls: 4.7790, loss: 4.7790, grad_norm: 1.7151 2021-01-18 16:47:57,298 - mmaction - INFO - Epoch [3][2140/2147] lr: 3.586e-02, eta: 11 days, 5:05:25, time: 1.504, data_time: 0.006, memory: 16628, top1_acc: 0.0862, top5_acc: 0.2379, loss_cls: 4.7379, loss: 4.7379, grad_norm: 1.7179 2021-01-18 16:52:59,543 - mmaction - INFO - Epoch [4][20/2147] lr: 3.592e-02, eta: 11 days, 10:20:54, time: 13.694, data_time: 12.000, memory: 16628, top1_acc: 0.0871, top5_acc: 0.2357, loss_cls: 4.7378, loss: 4.7378, grad_norm: 1.7028 2021-01-18 16:53:27,914 - mmaction - INFO - Epoch [4][40/2147] lr: 3.597e-02, eta: 11 days, 10:09:11, time: 1.421, data_time: 0.006, memory: 16628, top1_acc: 0.0844, top5_acc: 0.2299, loss_cls: 4.7288, loss: 4.7288, grad_norm: 1.6733 2021-01-18 16:54:01,693 - mmaction - INFO - Epoch [4][60/2147] lr: 3.602e-02, eta: 11 days, 10:05:00, time: 1.689, data_time: 0.003, memory: 16628, top1_acc: 0.0929, top5_acc: 0.2411, loss_cls: 4.7050, loss: 4.7050, grad_norm: 1.6645 2021-01-18 16:54:32,190 - mmaction - INFO - Epoch [4][80/2147] lr: 3.606e-02, eta: 11 days, 9:56:18, time: 1.525, data_time: 0.006, memory: 16628, top1_acc: 0.0862, top5_acc: 0.2491, loss_cls: 4.6970, loss: 4.6970, grad_norm: 1.6754 2021-01-18 16:55:06,727 - mmaction - INFO - Epoch [4][100/2147] lr: 3.611e-02, eta: 11 days, 9:53:06, time: 1.722, data_time: 0.002, memory: 16628, top1_acc: 0.0996, top5_acc: 0.2433, loss_cls: 4.6762, loss: 4.6762, grad_norm: 1.6553 2021-01-18 16:55:35,609 - mmaction - INFO - Epoch [4][120/2147] lr: 3.616e-02, eta: 11 days, 9:42:19, time: 1.447, data_time: 0.015, memory: 16628, top1_acc: 0.0902, top5_acc: 0.2379, loss_cls: 4.6897, loss: 4.6897, grad_norm: 1.6821 2021-01-18 16:56:07,123 - mmaction - INFO - Epoch [4][140/2147] lr: 3.621e-02, eta: 11 days, 9:35:08, time: 1.575, data_time: 0.009, memory: 16628, top1_acc: 0.1004, top5_acc: 0.2379, loss_cls: 4.6601, loss: 4.6601, grad_norm: 1.6816 2021-01-18 16:56:38,842 - mmaction - INFO - Epoch [4][160/2147] lr: 3.626e-02, eta: 11 days, 9:28:19, time: 1.587, data_time: 0.012, memory: 16628, top1_acc: 0.0902, top5_acc: 0.2442, loss_cls: 4.7022, loss: 4.7022, grad_norm: 1.6843 2021-01-18 16:57:11,804 - mmaction - INFO - Epoch [4][180/2147] lr: 3.631e-02, eta: 11 days, 9:23:10, time: 1.647, data_time: 0.004, memory: 16628, top1_acc: 0.0848, top5_acc: 0.2433, loss_cls: 4.7447, loss: 4.7447, grad_norm: 1.6861 2021-01-18 16:57:45,634 - mmaction - INFO - Epoch [4][200/2147] lr: 3.636e-02, eta: 11 days, 9:19:18, time: 1.693, data_time: 0.009, memory: 16628, top1_acc: 0.1071, top5_acc: 0.2661, loss_cls: 4.5957, loss: 4.5957, grad_norm: 1.6963 2021-01-18 16:58:15,418 - mmaction - INFO - Epoch [4][220/2147] lr: 3.641e-02, eta: 11 days, 9:09:58, time: 1.491, data_time: 0.004, memory: 16628, top1_acc: 0.0929, top5_acc: 0.2513, loss_cls: 4.6924, loss: 4.6924, grad_norm: 1.7312 2021-01-18 16:58:50,006 - mmaction - INFO - Epoch [4][240/2147] lr: 3.646e-02, eta: 11 days, 9:07:08, time: 1.729, data_time: 0.005, memory: 16628, top1_acc: 0.1022, top5_acc: 0.2536, loss_cls: 4.6374, loss: 4.6374, grad_norm: 1.6889 2021-01-18 16:59:19,636 - mmaction - INFO - Epoch [4][260/2147] lr: 3.651e-02, eta: 11 days, 8:57:39, time: 1.482, data_time: 0.003, memory: 16628, top1_acc: 0.0906, top5_acc: 0.2594, loss_cls: 4.6547, loss: 4.6547, grad_norm: 1.7433 2021-01-18 16:59:48,353 - mmaction - INFO - Epoch [4][280/2147] lr: 3.656e-02, eta: 11 days, 8:46:56, time: 1.434, data_time: 0.003, memory: 16628, top1_acc: 0.0866, top5_acc: 0.2250, loss_cls: 4.7303, loss: 4.7303, grad_norm: 1.6735 2021-01-18 17:00:17,856 - mmaction - INFO - Epoch [4][300/2147] lr: 3.661e-02, eta: 11 days, 8:37:17, time: 1.472, data_time: 0.004, memory: 16628, top1_acc: 0.0897, top5_acc: 0.2500, loss_cls: 4.6910, loss: 4.6910, grad_norm: 1.6903 2021-01-18 17:00:50,322 - mmaction - INFO - Epoch [4][320/2147] lr: 3.666e-02, eta: 11 days, 8:31:39, time: 1.620, data_time: 0.013, memory: 16628, top1_acc: 0.0826, top5_acc: 0.2518, loss_cls: 4.6382, loss: 4.6382, grad_norm: 1.6791 2021-01-18 17:01:22,581 - mmaction - INFO - Epoch [4][340/2147] lr: 3.671e-02, eta: 11 days, 8:26:02, time: 1.619, data_time: 0.011, memory: 16628, top1_acc: 0.0888, top5_acc: 0.2509, loss_cls: 4.6782, loss: 4.6782, grad_norm: 1.6888 2021-01-18 17:02:05,748 - mmaction - INFO - Epoch [4][360/2147] lr: 3.676e-02, eta: 11 days, 8:34:37, time: 2.152, data_time: 0.004, memory: 16628, top1_acc: 0.0978, top5_acc: 0.2549, loss_cls: 4.6402, loss: 4.6402, grad_norm: 1.6494 2021-01-18 17:02:34,679 - mmaction - INFO - Epoch [4][380/2147] lr: 3.680e-02, eta: 11 days, 8:24:39, time: 1.455, data_time: 0.017, memory: 16628, top1_acc: 0.0826, top5_acc: 0.2460, loss_cls: 4.6478, loss: 4.6478, grad_norm: 1.6768 2021-01-18 17:03:05,623 - mmaction - INFO - Epoch [4][400/2147] lr: 3.685e-02, eta: 11 days, 8:16:57, time: 1.538, data_time: 0.004, memory: 16628, top1_acc: 0.0893, top5_acc: 0.2388, loss_cls: 4.6931, loss: 4.6931, grad_norm: 1.6826 2021-01-18 17:03:39,978 - mmaction - INFO - Epoch [4][420/2147] lr: 3.690e-02, eta: 11 days, 8:14:08, time: 1.722, data_time: 0.010, memory: 16628, top1_acc: 0.0929, top5_acc: 0.2487, loss_cls: 4.6928, loss: 4.6928, grad_norm: 1.7098 2021-01-18 17:04:10,316 - mmaction - INFO - Epoch [4][440/2147] lr: 3.695e-02, eta: 11 days, 8:06:01, time: 1.520, data_time: 0.008, memory: 16628, top1_acc: 0.0848, top5_acc: 0.2321, loss_cls: 4.7699, loss: 4.7699, grad_norm: 1.6874 2021-01-18 17:04:39,127 - mmaction - INFO - Epoch [4][460/2147] lr: 3.700e-02, eta: 11 days, 7:55:51, time: 1.440, data_time: 0.006, memory: 16628, top1_acc: 0.0933, top5_acc: 0.2594, loss_cls: 4.6350, loss: 4.6350, grad_norm: 1.6287 2021-01-18 17:05:11,685 - mmaction - INFO - Epoch [4][480/2147] lr: 3.705e-02, eta: 11 days, 7:50:17, time: 1.614, data_time: 0.007, memory: 16628, top1_acc: 0.1040, top5_acc: 0.2723, loss_cls: 4.6043, loss: 4.6043, grad_norm: 1.6713 2021-01-18 17:05:40,331 - mmaction - INFO - Epoch [4][500/2147] lr: 3.710e-02, eta: 11 days, 7:40:23, time: 1.446, data_time: 0.019, memory: 16628, top1_acc: 0.0920, top5_acc: 0.2504, loss_cls: 4.6547, loss: 4.6547, grad_norm: 1.6841 2021-01-18 17:06:09,234 - mmaction - INFO - Epoch [4][520/2147] lr: 3.715e-02, eta: 11 days, 7:30:32, time: 1.446, data_time: 0.004, memory: 16628, top1_acc: 0.0964, top5_acc: 0.2634, loss_cls: 4.6335, loss: 4.6335, grad_norm: 1.6870 2021-01-18 17:06:40,972 - mmaction - INFO - Epoch [4][540/2147] lr: 3.720e-02, eta: 11 days, 7:23:35, time: 1.556, data_time: 0.006, memory: 16628, top1_acc: 0.0848, top5_acc: 0.2335, loss_cls: 4.7069, loss: 4.7069, grad_norm: 1.6839 2021-01-18 17:07:15,122 - mmaction - INFO - Epoch [4][560/2147] lr: 3.725e-02, eta: 11 days, 7:21:25, time: 1.740, data_time: 0.191, memory: 16628, top1_acc: 0.0987, top5_acc: 0.2580, loss_cls: 4.6420, loss: 4.6420, grad_norm: 1.6513 2021-01-18 17:07:44,181 - mmaction - INFO - Epoch [4][580/2147] lr: 3.730e-02, eta: 11 days, 7:11:52, time: 1.453, data_time: 0.002, memory: 16628, top1_acc: 0.0906, top5_acc: 0.2433, loss_cls: 4.6623, loss: 4.6623, grad_norm: 1.7006 2021-01-18 17:08:12,657 - mmaction - INFO - Epoch [4][600/2147] lr: 3.735e-02, eta: 11 days, 7:01:38, time: 1.424, data_time: 0.003, memory: 16628, top1_acc: 0.1013, top5_acc: 0.2629, loss_cls: 4.5962, loss: 4.5962, grad_norm: 1.7056 2021-01-18 17:08:43,022 - mmaction - INFO - Epoch [4][620/2147] lr: 3.740e-02, eta: 11 days, 6:53:34, time: 1.507, data_time: 0.002, memory: 16628, top1_acc: 0.0857, top5_acc: 0.2580, loss_cls: 4.6798, loss: 4.6798, grad_norm: 1.6941 2021-01-18 17:09:17,872 - mmaction - INFO - Epoch [4][640/2147] lr: 3.745e-02, eta: 11 days, 6:51:38, time: 1.745, data_time: 0.015, memory: 16628, top1_acc: 0.0973, top5_acc: 0.2625, loss_cls: 4.6101, loss: 4.6101, grad_norm: 1.6857 2021-01-18 17:09:52,569 - mmaction - INFO - Epoch [4][660/2147] lr: 3.749e-02, eta: 11 days, 6:49:37, time: 1.741, data_time: 0.016, memory: 16628, top1_acc: 0.1121, top5_acc: 0.2634, loss_cls: 4.6130, loss: 4.6130, grad_norm: 1.7119 2021-01-18 17:10:35,825 - mmaction - INFO - Epoch [4][680/2147] lr: 3.754e-02, eta: 11 days, 6:57:54, time: 2.147, data_time: 0.004, memory: 16628, top1_acc: 0.1089, top5_acc: 0.2638, loss_cls: 4.6094, loss: 4.6094, grad_norm: 1.7031 2021-01-18 17:11:05,623 - mmaction - INFO - Epoch [4][700/2147] lr: 3.759e-02, eta: 11 days, 6:49:58, time: 1.508, data_time: 0.023, memory: 16628, top1_acc: 0.1022, top5_acc: 0.2634, loss_cls: 4.6494, loss: 4.6494, grad_norm: 1.6716 2021-01-18 17:11:39,333 - mmaction - INFO - Epoch [4][720/2147] lr: 3.764e-02, eta: 11 days, 6:44:49, time: 1.617, data_time: 0.004, memory: 16628, top1_acc: 0.0960, top5_acc: 0.2518, loss_cls: 4.5982, loss: 4.5982, grad_norm: 1.6664 2021-01-18 17:12:22,219 - mmaction - INFO - Epoch [4][740/2147] lr: 3.769e-02, eta: 11 days, 6:54:33, time: 2.207, data_time: 0.072, memory: 16628, top1_acc: 0.0933, top5_acc: 0.2513, loss_cls: 4.6715, loss: 4.6715, grad_norm: 1.6756 2021-01-18 17:12:56,566 - mmaction - INFO - Epoch [4][760/2147] lr: 3.774e-02, eta: 11 days, 6:51:54, time: 1.716, data_time: 0.009, memory: 16628, top1_acc: 0.0951, top5_acc: 0.2621, loss_cls: 4.6347, loss: 4.6347, grad_norm: 1.6947 2021-01-18 17:13:25,827 - mmaction - INFO - Epoch [4][780/2147] lr: 3.779e-02, eta: 11 days, 6:42:59, time: 1.466, data_time: 0.014, memory: 16628, top1_acc: 0.0946, top5_acc: 0.2549, loss_cls: 4.6301, loss: 4.6301, grad_norm: 1.6854 2021-01-18 17:13:54,565 - mmaction - INFO - Epoch [4][800/2147] lr: 3.784e-02, eta: 11 days, 6:33:29, time: 1.440, data_time: 0.007, memory: 16628, top1_acc: 0.0937, top5_acc: 0.2638, loss_cls: 4.6217, loss: 4.6217, grad_norm: 1.6777 2021-01-18 17:14:30,186 - mmaction - INFO - Epoch [4][820/2147] lr: 3.789e-02, eta: 11 days, 6:32:26, time: 1.778, data_time: 0.002, memory: 16628, top1_acc: 0.1071, top5_acc: 0.2580, loss_cls: 4.6303, loss: 4.6303, grad_norm: 1.7406 2021-01-18 17:15:11,893 - mmaction - INFO - Epoch [4][840/2147] lr: 3.794e-02, eta: 11 days, 6:38:58, time: 2.083, data_time: 0.008, memory: 16628, top1_acc: 0.0911, top5_acc: 0.2473, loss_cls: 4.6519, loss: 4.6519, grad_norm: 1.6678 2021-01-18 17:15:47,510 - mmaction - INFO - Epoch [4][860/2147] lr: 3.799e-02, eta: 11 days, 6:37:59, time: 1.781, data_time: 0.008, memory: 16628, top1_acc: 0.0871, top5_acc: 0.2545, loss_cls: 4.6697, loss: 4.6697, grad_norm: 1.6662 2021-01-18 17:16:18,020 - mmaction - INFO - Epoch [4][880/2147] lr: 3.804e-02, eta: 11 days, 6:30:48, time: 1.530, data_time: 0.010, memory: 16628, top1_acc: 0.0960, top5_acc: 0.2487, loss_cls: 4.6687, loss: 4.6687, grad_norm: 1.6496 2021-01-18 17:16:52,459 - mmaction - INFO - Epoch [4][900/2147] lr: 3.809e-02, eta: 11 days, 6:28:21, time: 1.721, data_time: 0.006, memory: 16628, top1_acc: 0.1045, top5_acc: 0.2562, loss_cls: 4.6397, loss: 4.6397, grad_norm: 1.6549 2021-01-18 17:17:24,988 - mmaction - INFO - Epoch [4][920/2147] lr: 3.814e-02, eta: 11 days, 6:23:38, time: 1.628, data_time: 0.009, memory: 16628, top1_acc: 0.1000, top5_acc: 0.2714, loss_cls: 4.5681, loss: 4.5681, grad_norm: 1.6801 2021-01-18 17:17:57,162 - mmaction - INFO - Epoch [4][940/2147] lr: 3.818e-02, eta: 11 days, 6:18:19, time: 1.603, data_time: 0.003, memory: 16628, top1_acc: 0.1040, top5_acc: 0.2634, loss_cls: 4.6248, loss: 4.6248, grad_norm: 1.6938 2021-01-18 17:18:26,069 - mmaction - INFO - Epoch [4][960/2147] lr: 3.823e-02, eta: 11 days, 6:09:19, time: 1.450, data_time: 0.011, memory: 16628, top1_acc: 0.0888, top5_acc: 0.2567, loss_cls: 4.6198, loss: 4.6198, grad_norm: 1.6837 2021-01-18 17:18:55,081 - mmaction - INFO - Epoch [4][980/2147] lr: 3.828e-02, eta: 11 days, 6:00:26, time: 1.453, data_time: 0.006, memory: 16628, top1_acc: 0.1004, top5_acc: 0.2589, loss_cls: 4.6017, loss: 4.6017, grad_norm: 1.6875 2021-01-18 17:19:24,702 - mmaction - INFO - Epoch [4][1000/2147] lr: 3.833e-02, eta: 11 days, 5:52:16, time: 1.481, data_time: 0.002, memory: 16628, top1_acc: 0.1121, top5_acc: 0.2674, loss_cls: 4.6103, loss: 4.6103, grad_norm: 1.6897 2021-01-18 17:19:58,111 - mmaction - INFO - Epoch [4][1020/2147] lr: 3.838e-02, eta: 11 days, 5:48:36, time: 1.665, data_time: 0.003, memory: 16628, top1_acc: 0.0978, top5_acc: 0.2728, loss_cls: 4.6137, loss: 4.6137, grad_norm: 1.6740 2021-01-18 17:20:27,446 - mmaction - INFO - Epoch [4][1040/2147] lr: 3.843e-02, eta: 11 days, 5:40:12, time: 1.469, data_time: 0.012, memory: 16628, top1_acc: 0.0978, top5_acc: 0.2571, loss_cls: 4.6265, loss: 4.6265, grad_norm: 1.7069 2021-01-18 17:20:56,164 - mmaction - INFO - Epoch [4][1060/2147] lr: 3.848e-02, eta: 11 days, 5:31:07, time: 1.438, data_time: 0.005, memory: 16628, top1_acc: 0.1165, top5_acc: 0.2683, loss_cls: 4.5906, loss: 4.5906, grad_norm: 1.6995 2021-01-18 17:21:27,416 - mmaction - INFO - Epoch [4][1080/2147] lr: 3.853e-02, eta: 11 days, 5:25:02, time: 1.562, data_time: 0.004, memory: 16628, top1_acc: 0.1076, top5_acc: 0.2737, loss_cls: 4.6043, loss: 4.6043, grad_norm: 1.7036 2021-01-18 17:22:09,708 - mmaction - INFO - Epoch [4][1100/2147] lr: 3.858e-02, eta: 11 days, 5:32:16, time: 2.116, data_time: 0.005, memory: 16628, top1_acc: 0.0951, top5_acc: 0.2616, loss_cls: 4.5970, loss: 4.5970, grad_norm: 1.6629 2021-01-18 17:22:38,797 - mmaction - INFO - Epoch [4][1120/2147] lr: 3.863e-02, eta: 11 days, 5:23:38, time: 1.454, data_time: 0.009, memory: 16628, top1_acc: 0.0978, top5_acc: 0.2527, loss_cls: 4.6441, loss: 4.6441, grad_norm: 1.6844 2021-01-18 17:23:09,381 - mmaction - INFO - Epoch [4][1140/2147] lr: 3.868e-02, eta: 11 days, 5:16:52, time: 1.531, data_time: 0.006, memory: 16628, top1_acc: 0.1089, top5_acc: 0.2665, loss_cls: 4.6178, loss: 4.6178, grad_norm: 1.6796 2021-01-18 17:23:38,541 - mmaction - INFO - Epoch [4][1160/2147] lr: 3.873e-02, eta: 11 days, 5:08:24, time: 1.457, data_time: 0.004, memory: 16628, top1_acc: 0.1036, top5_acc: 0.2719, loss_cls: 4.5812, loss: 4.5812, grad_norm: 1.6685 2021-01-18 17:24:09,006 - mmaction - INFO - Epoch [4][1180/2147] lr: 3.878e-02, eta: 11 days, 5:01:23, time: 1.516, data_time: 0.004, memory: 16628, top1_acc: 0.0933, top5_acc: 0.2473, loss_cls: 4.6841, loss: 4.6841, grad_norm: 1.6891 2021-01-18 17:24:42,246 - mmaction - INFO - Epoch [4][1200/2147] lr: 3.883e-02, eta: 11 days, 4:57:59, time: 1.668, data_time: 0.013, memory: 16628, top1_acc: 0.0871, top5_acc: 0.2598, loss_cls: 4.6262, loss: 4.6262, grad_norm: 1.6380 2021-01-18 17:25:11,272 - mmaction - INFO - Epoch [4][1220/2147] lr: 3.888e-02, eta: 11 days, 4:49:31, time: 1.453, data_time: 0.004, memory: 16628, top1_acc: 0.0978, top5_acc: 0.2732, loss_cls: 4.6007, loss: 4.6007, grad_norm: 1.7170 2021-01-18 17:25:41,270 - mmaction - INFO - Epoch [4][1240/2147] lr: 3.892e-02, eta: 11 days, 4:42:12, time: 1.500, data_time: 0.003, memory: 16628, top1_acc: 0.1031, top5_acc: 0.2750, loss_cls: 4.5462, loss: 4.5462, grad_norm: 1.6849 2021-01-18 17:26:10,007 - mmaction - INFO - Epoch [4][1260/2147] lr: 3.897e-02, eta: 11 days, 4:33:24, time: 1.435, data_time: 0.004, memory: 16628, top1_acc: 0.0982, top5_acc: 0.2781, loss_cls: 4.5481, loss: 4.5481, grad_norm: 1.6878 2021-01-18 17:26:55,492 - mmaction - INFO - Epoch [4][1280/2147] lr: 3.902e-02, eta: 11 days, 4:44:08, time: 2.268, data_time: 0.010, memory: 16628, top1_acc: 0.0897, top5_acc: 0.2496, loss_cls: 4.6383, loss: 4.6383, grad_norm: 1.6701 2021-01-18 17:27:24,336 - mmaction - INFO - Epoch [4][1300/2147] lr: 3.907e-02, eta: 11 days, 4:35:41, time: 1.449, data_time: 0.017, memory: 16628, top1_acc: 0.1085, top5_acc: 0.2826, loss_cls: 4.5978, loss: 4.5978, grad_norm: 1.6407 2021-01-18 17:27:53,490 - mmaction - INFO - Epoch [4][1320/2147] lr: 3.912e-02, eta: 11 days, 4:27:28, time: 1.457, data_time: 0.004, memory: 16628, top1_acc: 0.0987, top5_acc: 0.2750, loss_cls: 4.5849, loss: 4.5849, grad_norm: 1.6930 2021-01-18 17:28:22,110 - mmaction - INFO - Epoch [4][1340/2147] lr: 3.917e-02, eta: 11 days, 4:18:41, time: 1.431, data_time: 0.005, memory: 16628, top1_acc: 0.1062, top5_acc: 0.2754, loss_cls: 4.6023, loss: 4.6023, grad_norm: 1.6816 2021-01-18 17:28:52,551 - mmaction - INFO - Epoch [4][1360/2147] lr: 3.922e-02, eta: 11 days, 4:12:04, time: 1.522, data_time: 0.006, memory: 16628, top1_acc: 0.1112, top5_acc: 0.2812, loss_cls: 4.5359, loss: 4.5359, grad_norm: 1.6917 2021-01-18 17:29:21,774 - mmaction - INFO - Epoch [4][1380/2147] lr: 3.927e-02, eta: 11 days, 4:04:03, time: 1.461, data_time: 0.004, memory: 16628, top1_acc: 0.1004, top5_acc: 0.2763, loss_cls: 4.5552, loss: 4.5552, grad_norm: 1.7105 2021-01-18 17:29:56,466 - mmaction - INFO - Epoch [4][1400/2147] lr: 3.932e-02, eta: 11 days, 4:02:26, time: 1.737, data_time: 0.008, memory: 16628, top1_acc: 0.1058, top5_acc: 0.2652, loss_cls: 4.5699, loss: 4.5699, grad_norm: 1.6771 2021-01-18 17:30:31,357 - mmaction - INFO - Epoch [4][1420/2147] lr: 3.937e-02, eta: 11 days, 4:00:49, time: 1.736, data_time: 0.004, memory: 16628, top1_acc: 0.1094, top5_acc: 0.2746, loss_cls: 4.5456, loss: 4.5456, grad_norm: 1.7337 2021-01-18 17:31:00,108 - mmaction - INFO - Epoch [4][1440/2147] lr: 3.942e-02, eta: 11 days, 3:52:18, time: 1.435, data_time: 0.012, memory: 16628, top1_acc: 0.0911, top5_acc: 0.2647, loss_cls: 4.6146, loss: 4.6146, grad_norm: 1.7353 2021-01-18 17:31:28,820 - mmaction - INFO - Epoch [4][1460/2147] lr: 3.947e-02, eta: 11 days, 3:44:03, time: 1.446, data_time: 0.014, memory: 16628, top1_acc: 0.0982, top5_acc: 0.2719, loss_cls: 4.6030, loss: 4.6030, grad_norm: 1.6695 2021-01-18 17:32:02,298 - mmaction - INFO - Epoch [4][1480/2147] lr: 3.952e-02, eta: 11 days, 3:41:04, time: 1.674, data_time: 0.041, memory: 16628, top1_acc: 0.1031, top5_acc: 0.2826, loss_cls: 4.5429, loss: 4.5429, grad_norm: 1.6678 2021-01-18 17:32:32,039 - mmaction - INFO - Epoch [4][1500/2147] lr: 3.957e-02, eta: 11 days, 3:33:51, time: 1.487, data_time: 0.006, memory: 16628, top1_acc: 0.1129, top5_acc: 0.2696, loss_cls: 4.5213, loss: 4.5213, grad_norm: 1.7150 2021-01-18 17:33:02,414 - mmaction - INFO - Epoch [4][1520/2147] lr: 3.961e-02, eta: 11 days, 3:26:52, time: 1.496, data_time: 0.008, memory: 16628, top1_acc: 0.1067, top5_acc: 0.2643, loss_cls: 4.5718, loss: 4.5718, grad_norm: 1.7141 2021-01-18 17:33:32,469 - mmaction - INFO - Epoch [4][1540/2147] lr: 3.966e-02, eta: 11 days, 3:20:32, time: 1.524, data_time: 0.026, memory: 16628, top1_acc: 0.1152, top5_acc: 0.2759, loss_cls: 4.5906, loss: 4.5906, grad_norm: 1.6712 2021-01-18 17:34:04,275 - mmaction - INFO - Epoch [4][1560/2147] lr: 3.971e-02, eta: 11 days, 3:15:38, time: 1.586, data_time: 0.003, memory: 16628, top1_acc: 0.0978, top5_acc: 0.2594, loss_cls: 4.5807, loss: 4.5807, grad_norm: 1.6554 2021-01-18 17:34:37,210 - mmaction - INFO - Epoch [4][1580/2147] lr: 3.976e-02, eta: 11 days, 3:12:06, time: 1.645, data_time: 0.010, memory: 16628, top1_acc: 0.1107, top5_acc: 0.2853, loss_cls: 4.5321, loss: 4.5321, grad_norm: 1.7004 2021-01-18 17:35:08,150 - mmaction - INFO - Epoch [4][1600/2147] lr: 3.981e-02, eta: 11 days, 3:06:15, time: 1.542, data_time: 0.012, memory: 16628, top1_acc: 0.1071, top5_acc: 0.2625, loss_cls: 4.5962, loss: 4.5962, grad_norm: 1.6285 2021-01-18 17:35:37,563 - mmaction - INFO - Epoch [4][1620/2147] lr: 3.986e-02, eta: 11 days, 2:59:02, time: 1.479, data_time: 0.020, memory: 16628, top1_acc: 0.1103, top5_acc: 0.2710, loss_cls: 4.5314, loss: 4.5314, grad_norm: 1.7512 2021-01-18 17:36:07,508 - mmaction - INFO - Epoch [4][1640/2147] lr: 3.991e-02, eta: 11 days, 2:51:54, time: 1.482, data_time: 0.006, memory: 16628, top1_acc: 0.1143, top5_acc: 0.2777, loss_cls: 4.5235, loss: 4.5235, grad_norm: 1.7138 2021-01-18 17:36:48,567 - mmaction - INFO - Epoch [4][1660/2147] lr: 3.996e-02, eta: 11 days, 2:57:56, time: 2.071, data_time: 0.021, memory: 16628, top1_acc: 0.1116, top5_acc: 0.2759, loss_cls: 4.5609, loss: 4.5609, grad_norm: 1.6995 2021-01-18 17:37:20,329 - mmaction - INFO - Epoch [4][1680/2147] lr: 4.001e-02, eta: 11 days, 2:53:08, time: 1.586, data_time: 0.008, memory: 16628, top1_acc: 0.1049, top5_acc: 0.2612, loss_cls: 4.6153, loss: 4.6153, grad_norm: 1.6955 2021-01-18 17:37:49,025 - mmaction - INFO - Epoch [4][1700/2147] lr: 4.006e-02, eta: 11 days, 2:45:04, time: 1.437, data_time: 0.006, memory: 16628, top1_acc: 0.1076, top5_acc: 0.2746, loss_cls: 4.5678, loss: 4.5678, grad_norm: 1.6348 2021-01-18 17:38:21,437 - mmaction - INFO - Epoch [4][1720/2147] lr: 4.011e-02, eta: 11 days, 2:41:05, time: 1.620, data_time: 0.004, memory: 16628, top1_acc: 0.1179, top5_acc: 0.2589, loss_cls: 4.5544, loss: 4.5544, grad_norm: 1.6912 2021-01-18 17:38:54,706 - mmaction - INFO - Epoch [4][1740/2147] lr: 4.016e-02, eta: 11 days, 2:37:57, time: 1.658, data_time: 0.004, memory: 16628, top1_acc: 0.1076, top5_acc: 0.2804, loss_cls: 4.5110, loss: 4.5110, grad_norm: 1.6756 2021-01-18 17:39:23,444 - mmaction - INFO - Epoch [4][1760/2147] lr: 4.021e-02, eta: 11 days, 2:30:06, time: 1.444, data_time: 0.012, memory: 16628, top1_acc: 0.0978, top5_acc: 0.2929, loss_cls: 4.5180, loss: 4.5180, grad_norm: 1.7025 2021-01-18 17:39:54,757 - mmaction - INFO - Epoch [4][1780/2147] lr: 4.026e-02, eta: 11 days, 2:24:54, time: 1.562, data_time: 0.003, memory: 16628, top1_acc: 0.1071, top5_acc: 0.2804, loss_cls: 4.5127, loss: 4.5127, grad_norm: 1.6854 2021-01-18 17:40:24,244 - mmaction - INFO - Epoch [4][1800/2147] lr: 4.030e-02, eta: 11 days, 2:17:48, time: 1.474, data_time: 0.011, memory: 16628, top1_acc: 0.1152, top5_acc: 0.2804, loss_cls: 4.5367, loss: 4.5367, grad_norm: 1.6899 2021-01-18 17:40:56,570 - mmaction - INFO - Epoch [4][1820/2147] lr: 4.035e-02, eta: 11 days, 2:13:41, time: 1.609, data_time: 0.008, memory: 16628, top1_acc: 0.1036, top5_acc: 0.2795, loss_cls: 4.4886, loss: 4.4886, grad_norm: 1.6503 2021-01-18 17:41:29,649 - mmaction - INFO - Epoch [4][1840/2147] lr: 4.040e-02, eta: 11 days, 2:10:41, time: 1.660, data_time: 0.021, memory: 16628, top1_acc: 0.0964, top5_acc: 0.2812, loss_cls: 4.5314, loss: 4.5314, grad_norm: 1.7629 2021-01-18 17:42:15,562 - mmaction - INFO - Epoch [4][1860/2147] lr: 4.045e-02, eta: 11 days, 2:21:30, time: 2.295, data_time: 0.010, memory: 16628, top1_acc: 0.1196, top5_acc: 0.2929, loss_cls: 4.4873, loss: 4.4873, grad_norm: 1.7213 2021-01-18 17:42:47,691 - mmaction - INFO - Epoch [4][1880/2147] lr: 4.050e-02, eta: 11 days, 2:17:20, time: 1.606, data_time: 0.015, memory: 16628, top1_acc: 0.1031, top5_acc: 0.2536, loss_cls: 4.5900, loss: 4.5900, grad_norm: 1.6953 2021-01-18 17:43:20,516 - mmaction - INFO - Epoch [4][1900/2147] lr: 4.055e-02, eta: 11 days, 2:14:00, time: 1.645, data_time: 0.013, memory: 16628, top1_acc: 0.1049, top5_acc: 0.2830, loss_cls: 4.5031, loss: 4.5031, grad_norm: 1.7285 2021-01-18 17:43:50,670 - mmaction - INFO - Epoch [4][1920/2147] lr: 4.060e-02, eta: 11 days, 2:07:44, time: 1.508, data_time: 0.008, memory: 16628, top1_acc: 0.1036, top5_acc: 0.2804, loss_cls: 4.5380, loss: 4.5380, grad_norm: 1.6930 2021-01-18 17:44:19,280 - mmaction - INFO - Epoch [4][1940/2147] lr: 4.065e-02, eta: 11 days, 1:59:55, time: 1.434, data_time: 0.006, memory: 16628, top1_acc: 0.1116, top5_acc: 0.2826, loss_cls: 4.5164, loss: 4.5164, grad_norm: 1.7024 2021-01-18 17:44:49,892 - mmaction - INFO - Epoch [4][1960/2147] lr: 4.070e-02, eta: 11 days, 1:54:02, time: 1.523, data_time: 0.002, memory: 16628, top1_acc: 0.1241, top5_acc: 0.2946, loss_cls: 4.4965, loss: 4.4965, grad_norm: 1.6917 2021-01-18 17:45:21,166 - mmaction - INFO - Epoch [4][1980/2147] lr: 4.075e-02, eta: 11 days, 1:49:13, time: 1.571, data_time: 0.011, memory: 16628, top1_acc: 0.1129, top5_acc: 0.2817, loss_cls: 4.4721, loss: 4.4721, grad_norm: 1.6985 2021-01-18 17:45:50,674 - mmaction - INFO - Epoch [4][2000/2147] lr: 4.080e-02, eta: 11 days, 1:42:16, time: 1.471, data_time: 0.003, memory: 16628, top1_acc: 0.1049, top5_acc: 0.2871, loss_cls: 4.5277, loss: 4.5277, grad_norm: 1.7202 2021-01-18 17:46:20,359 - mmaction - INFO - Epoch [4][2020/2147] lr: 4.085e-02, eta: 11 days, 1:35:36, time: 1.482, data_time: 0.009, memory: 16628, top1_acc: 0.1147, top5_acc: 0.2862, loss_cls: 4.4946, loss: 4.4946, grad_norm: 1.7106 2021-01-18 17:46:58,926 - mmaction - INFO - Epoch [4][2040/2147] lr: 4.090e-02, eta: 11 days, 1:38:30, time: 1.931, data_time: 0.013, memory: 16628, top1_acc: 0.1125, top5_acc: 0.2871, loss_cls: 4.4990, loss: 4.4990, grad_norm: 1.6847 2021-01-18 17:47:27,656 - mmaction - INFO - Epoch [4][2060/2147] lr: 4.095e-02, eta: 11 days, 1:30:58, time: 1.440, data_time: 0.009, memory: 16628, top1_acc: 0.1125, top5_acc: 0.2821, loss_cls: 4.5097, loss: 4.5097, grad_norm: 1.6708 2021-01-18 17:47:56,631 - mmaction - INFO - Epoch [4][2080/2147] lr: 4.099e-02, eta: 11 days, 1:23:40, time: 1.449, data_time: 0.004, memory: 16628, top1_acc: 0.1018, top5_acc: 0.2915, loss_cls: 4.5511, loss: 4.5511, grad_norm: 1.6428 2021-01-18 17:48:27,853 - mmaction - INFO - Epoch [4][2100/2147] lr: 4.104e-02, eta: 11 days, 1:18:42, time: 1.558, data_time: 0.002, memory: 16628, top1_acc: 0.1076, top5_acc: 0.2911, loss_cls: 4.4823, loss: 4.4823, grad_norm: 1.7009 2021-01-18 17:49:01,962 - mmaction - INFO - Epoch [4][2120/2147] lr: 4.109e-02, eta: 11 days, 1:16:51, time: 1.705, data_time: 0.005, memory: 16628, top1_acc: 0.1098, top5_acc: 0.2835, loss_cls: 4.4947, loss: 4.4947, grad_norm: 1.7275 2021-01-18 17:49:31,180 - mmaction - INFO - Epoch [4][2140/2147] lr: 4.114e-02, eta: 11 days, 1:09:53, time: 1.462, data_time: 0.007, memory: 16628, top1_acc: 0.1103, top5_acc: 0.2821, loss_cls: 4.5122, loss: 4.5122, grad_norm: 1.6954 2021-01-18 17:49:57,427 - mmaction - INFO - Saving checkpoint at 4 epochs 2021-01-18 17:54:33,587 - mmaction - INFO - Epoch [5][20/2147] lr: 4.120e-02, eta: 11 days, 5:06:27, time: 13.712, data_time: 11.898, memory: 16628, top1_acc: 0.1192, top5_acc: 0.3031, loss_cls: 4.4286, loss: 4.4286, grad_norm: 1.6788 2021-01-18 17:55:02,168 - mmaction - INFO - Epoch [5][40/2147] lr: 4.125e-02, eta: 11 days, 4:58:25, time: 1.435, data_time: 0.010, memory: 16628, top1_acc: 0.1183, top5_acc: 0.3031, loss_cls: 4.4256, loss: 4.4256, grad_norm: 1.7311 2021-01-18 17:55:33,332 - mmaction - INFO - Epoch [5][60/2147] lr: 4.130e-02, eta: 11 days, 4:52:55, time: 1.554, data_time: 0.004, memory: 16628, top1_acc: 0.1004, top5_acc: 0.2799, loss_cls: 4.4949, loss: 4.4949, grad_norm: 1.6851 2021-01-18 17:56:03,999 - mmaction - INFO - Epoch [5][80/2147] lr: 4.135e-02, eta: 11 days, 4:47:03, time: 1.537, data_time: 0.007, memory: 16628, top1_acc: 0.1098, top5_acc: 0.2808, loss_cls: 4.5604, loss: 4.5604, grad_norm: 1.7108 2021-01-18 17:56:33,112 - mmaction - INFO - Epoch [5][100/2147] lr: 4.140e-02, eta: 11 days, 4:39:33, time: 1.456, data_time: 0.006, memory: 16628, top1_acc: 0.1121, top5_acc: 0.2839, loss_cls: 4.5126, loss: 4.5126, grad_norm: 1.6777 2021-01-18 17:57:09,510 - mmaction - INFO - Epoch [5][120/2147] lr: 4.144e-02, eta: 11 days, 4:39:38, time: 1.821, data_time: 0.034, memory: 16628, top1_acc: 0.1080, top5_acc: 0.2897, loss_cls: 4.4634, loss: 4.4634, grad_norm: 1.6940 2021-01-18 17:57:40,633 - mmaction - INFO - Epoch [5][140/2147] lr: 4.149e-02, eta: 11 days, 4:34:16, time: 1.556, data_time: 0.002, memory: 16628, top1_acc: 0.1094, top5_acc: 0.2884, loss_cls: 4.5027, loss: 4.5027, grad_norm: 1.6911 2021-01-18 17:58:11,627 - mmaction - INFO - Epoch [5][160/2147] lr: 4.154e-02, eta: 11 days, 4:28:40, time: 1.545, data_time: 0.002, memory: 16628, top1_acc: 0.1112, top5_acc: 0.2804, loss_cls: 4.5536, loss: 4.5536, grad_norm: 1.6714 2021-01-18 17:58:42,800 - mmaction - INFO - Epoch [5][180/2147] lr: 4.159e-02, eta: 11 days, 4:23:20, time: 1.557, data_time: 0.011, memory: 16628, top1_acc: 0.1129, top5_acc: 0.2915, loss_cls: 4.4837, loss: 4.4837, grad_norm: 1.6608 2021-01-18 17:59:15,869 - mmaction - INFO - Epoch [5][200/2147] lr: 4.164e-02, eta: 11 days, 4:19:50, time: 1.645, data_time: 0.013, memory: 16628, top1_acc: 0.1174, top5_acc: 0.2902, loss_cls: 4.4200, loss: 4.4200, grad_norm: 1.7126 2021-01-18 17:59:45,910 - mmaction - INFO - Epoch [5][220/2147] lr: 4.169e-02, eta: 11 days, 4:13:35, time: 1.510, data_time: 0.019, memory: 16628, top1_acc: 0.1295, top5_acc: 0.3094, loss_cls: 4.4295, loss: 4.4295, grad_norm: 1.7342 2021-01-18 18:00:16,305 - mmaction - INFO - Epoch [5][240/2147] lr: 4.174e-02, eta: 11 days, 4:07:43, time: 1.527, data_time: 0.013, memory: 16628, top1_acc: 0.1183, top5_acc: 0.2924, loss_cls: 4.5030, loss: 4.5030, grad_norm: 1.6663 2021-01-18 18:00:46,341 - mmaction - INFO - Epoch [5][260/2147] lr: 4.179e-02, eta: 11 days, 4:01:19, time: 1.500, data_time: 0.006, memory: 16628, top1_acc: 0.1174, top5_acc: 0.2902, loss_cls: 4.4752, loss: 4.4752, grad_norm: 1.7141 2021-01-18 18:01:19,355 - mmaction - INFO - Epoch [5][280/2147] lr: 4.184e-02, eta: 11 days, 3:57:57, time: 1.648, data_time: 0.008, memory: 16628, top1_acc: 0.1210, top5_acc: 0.3071, loss_cls: 4.4343, loss: 4.4343, grad_norm: 1.7271 2021-01-18 18:01:56,361 - mmaction - INFO - Epoch [5][300/2147] lr: 4.189e-02, eta: 11 days, 3:58:46, time: 1.853, data_time: 0.007, memory: 16628, top1_acc: 0.1165, top5_acc: 0.2804, loss_cls: 4.4972, loss: 4.4972, grad_norm: 1.7273 2021-01-18 18:02:27,559 - mmaction - INFO - Epoch [5][320/2147] lr: 4.194e-02, eta: 11 days, 3:53:39, time: 1.561, data_time: 0.004, memory: 16628, top1_acc: 0.1170, top5_acc: 0.2920, loss_cls: 4.4789, loss: 4.4789, grad_norm: 1.7249 2021-01-18 18:03:00,059 - mmaction - INFO - Epoch [5][340/2147] lr: 4.199e-02, eta: 11 days, 3:49:47, time: 1.622, data_time: 0.007, memory: 16628, top1_acc: 0.1174, top5_acc: 0.2964, loss_cls: 4.4208, loss: 4.4208, grad_norm: 1.6748 2021-01-18 18:03:31,084 - mmaction - INFO - Epoch [5][360/2147] lr: 4.204e-02, eta: 11 days, 3:44:27, time: 1.547, data_time: 0.007, memory: 16628, top1_acc: 0.1125, top5_acc: 0.2844, loss_cls: 4.4445, loss: 4.4445, grad_norm: 1.6966 2021-01-18 18:04:03,213 - mmaction - INFO - Epoch [5][380/2147] lr: 4.209e-02, eta: 11 days, 3:40:18, time: 1.606, data_time: 0.013, memory: 16628, top1_acc: 0.1134, top5_acc: 0.2808, loss_cls: 4.5109, loss: 4.5109, grad_norm: 1.7082 2021-01-18 18:04:34,112 - mmaction - INFO - Epoch [5][400/2147] lr: 4.213e-02, eta: 11 days, 3:34:41, time: 1.532, data_time: 0.013, memory: 16628, top1_acc: 0.1094, top5_acc: 0.2871, loss_cls: 4.4932, loss: 4.4932, grad_norm: 1.7086 2021-01-18 18:05:05,315 - mmaction - INFO - Epoch [5][420/2147] lr: 4.218e-02, eta: 11 days, 3:30:02, time: 1.579, data_time: 0.033, memory: 16628, top1_acc: 0.1196, top5_acc: 0.2933, loss_cls: 4.4667, loss: 4.4667, grad_norm: 1.6979 2021-01-18 18:05:33,749 - mmaction - INFO - Epoch [5][440/2147] lr: 4.223e-02, eta: 11 days, 3:22:19, time: 1.425, data_time: 0.006, memory: 16628, top1_acc: 0.1156, top5_acc: 0.2991, loss_cls: 4.4951, loss: 4.4951, grad_norm: 1.6936 2021-01-18 18:06:06,827 - mmaction - INFO - Epoch [5][460/2147] lr: 4.228e-02, eta: 11 days, 3:19:03, time: 1.646, data_time: 0.002, memory: 16628, top1_acc: 0.1161, top5_acc: 0.2946, loss_cls: 4.4640, loss: 4.4640, grad_norm: 1.6539 2021-01-18 18:06:37,052 - mmaction - INFO - Epoch [5][480/2147] lr: 4.233e-02, eta: 11 days, 3:13:13, time: 1.517, data_time: 0.087, memory: 16628, top1_acc: 0.1165, top5_acc: 0.3040, loss_cls: 4.4142, loss: 4.4142, grad_norm: 1.6846 2021-01-18 18:07:09,471 - mmaction - INFO - Epoch [5][500/2147] lr: 4.238e-02, eta: 11 days, 3:09:27, time: 1.619, data_time: 0.009, memory: 16628, top1_acc: 0.1129, top5_acc: 0.3107, loss_cls: 4.3981, loss: 4.3981, grad_norm: 1.7008 2021-01-18 18:07:39,576 - mmaction - INFO - Epoch [5][520/2147] lr: 4.243e-02, eta: 11 days, 3:03:16, time: 1.497, data_time: 0.007, memory: 16628, top1_acc: 0.1254, top5_acc: 0.3098, loss_cls: 4.3937, loss: 4.3937, grad_norm: 1.7465 2021-01-18 18:08:11,147 - mmaction - INFO - Epoch [5][540/2147] lr: 4.248e-02, eta: 11 days, 2:58:54, time: 1.587, data_time: 0.027, memory: 16628, top1_acc: 0.1219, top5_acc: 0.3054, loss_cls: 4.4048, loss: 4.4048, grad_norm: 1.6942 2021-01-18 18:08:40,870 - mmaction - INFO - Epoch [5][560/2147] lr: 4.253e-02, eta: 11 days, 2:52:38, time: 1.490, data_time: 0.006, memory: 16628, top1_acc: 0.1080, top5_acc: 0.2902, loss_cls: 4.5036, loss: 4.5036, grad_norm: 1.7420 2021-01-18 18:09:09,542 - mmaction - INFO - Epoch [5][580/2147] lr: 4.258e-02, eta: 11 days, 2:45:16, time: 1.433, data_time: 0.003, memory: 16628, top1_acc: 0.1188, top5_acc: 0.2888, loss_cls: 4.4425, loss: 4.4425, grad_norm: 1.6971 2021-01-18 18:09:38,153 - mmaction - INFO - Epoch [5][600/2147] lr: 4.263e-02, eta: 11 days, 2:37:47, time: 1.425, data_time: 0.003, memory: 16628, top1_acc: 0.1183, top5_acc: 0.3018, loss_cls: 4.4256, loss: 4.4256, grad_norm: 1.7382 2021-01-18 18:10:06,919 - mmaction - INFO - Epoch [5][620/2147] lr: 4.268e-02, eta: 11 days, 2:30:41, time: 1.443, data_time: 0.016, memory: 16628, top1_acc: 0.1241, top5_acc: 0.3018, loss_cls: 4.4298, loss: 4.4298, grad_norm: 1.7124 2021-01-18 18:10:37,755 - mmaction - INFO - Epoch [5][640/2147] lr: 4.273e-02, eta: 11 days, 2:25:24, time: 1.535, data_time: 0.002, memory: 16628, top1_acc: 0.1143, top5_acc: 0.3089, loss_cls: 4.4290, loss: 4.4290, grad_norm: 1.7626 2021-01-18 18:11:09,339 - mmaction - INFO - Epoch [5][660/2147] lr: 4.278e-02, eta: 11 days, 2:21:07, time: 1.585, data_time: 0.012, memory: 16628, top1_acc: 0.1286, top5_acc: 0.3004, loss_cls: 4.4255, loss: 4.4255, grad_norm: 1.7285 2021-01-18 18:11:37,859 - mmaction - INFO - Epoch [5][680/2147] lr: 4.282e-02, eta: 11 days, 2:13:46, time: 1.427, data_time: 0.004, memory: 16628, top1_acc: 0.1196, top5_acc: 0.2969, loss_cls: 4.4573, loss: 4.4573, grad_norm: 1.7005 2021-01-18 18:12:12,887 - mmaction - INFO - Epoch [5][700/2147] lr: 4.287e-02, eta: 11 days, 2:12:39, time: 1.746, data_time: 0.002, memory: 16628, top1_acc: 0.1290, top5_acc: 0.2906, loss_cls: 4.4766, loss: 4.4766, grad_norm: 1.7577 2021-01-18 18:12:41,861 - mmaction - INFO - Epoch [5][720/2147] lr: 4.292e-02, eta: 11 days, 2:05:52, time: 1.454, data_time: 0.008, memory: 16628, top1_acc: 0.1214, top5_acc: 0.3080, loss_cls: 4.4062, loss: 4.4062, grad_norm: 1.7149 2021-01-18 18:13:11,410 - mmaction - INFO - Epoch [5][740/2147] lr: 4.297e-02, eta: 11 days, 1:59:30, time: 1.474, data_time: 0.003, memory: 16628, top1_acc: 0.1187, top5_acc: 0.3103, loss_cls: 4.3756, loss: 4.3756, grad_norm: 1.7158 2021-01-18 18:13:39,847 - mmaction - INFO - Epoch [5][760/2147] lr: 4.302e-02, eta: 11 days, 1:52:14, time: 1.426, data_time: 0.006, memory: 16628, top1_acc: 0.1134, top5_acc: 0.2862, loss_cls: 4.4572, loss: 4.4572, grad_norm: 1.7330 2021-01-18 18:14:09,402 - mmaction - INFO - Epoch [5][780/2147] lr: 4.307e-02, eta: 11 days, 1:46:00, time: 1.477, data_time: 0.002, memory: 16628, top1_acc: 0.1219, top5_acc: 0.2973, loss_cls: 4.4206, loss: 4.4206, grad_norm: 1.7593 2021-01-18 18:14:38,249 - mmaction - INFO - Epoch [5][800/2147] lr: 4.312e-02, eta: 11 days, 1:39:04, time: 1.441, data_time: 0.002, memory: 16628, top1_acc: 0.1223, top5_acc: 0.3210, loss_cls: 4.3985, loss: 4.3985, grad_norm: 1.7301 2021-01-18 18:15:07,088 - mmaction - INFO - Epoch [5][820/2147] lr: 4.317e-02, eta: 11 days, 1:32:13, time: 1.443, data_time: 0.006, memory: 16628, top1_acc: 0.1335, top5_acc: 0.3036, loss_cls: 4.4225, loss: 4.4225, grad_norm: 1.7009 2021-01-18 18:15:36,413 - mmaction - INFO - Epoch [5][840/2147] lr: 4.322e-02, eta: 11 days, 1:25:42, time: 1.460, data_time: 0.003, memory: 16628, top1_acc: 0.1335, top5_acc: 0.3165, loss_cls: 4.4008, loss: 4.4008, grad_norm: 1.7211 2021-01-18 18:16:05,188 - mmaction - INFO - Epoch [5][860/2147] lr: 4.327e-02, eta: 11 days, 1:18:58, time: 1.446, data_time: 0.025, memory: 16628, top1_acc: 0.1330, top5_acc: 0.3201, loss_cls: 4.3899, loss: 4.3899, grad_norm: 1.7351 2021-01-18 18:16:34,223 - mmaction - INFO - Epoch [5][880/2147] lr: 4.332e-02, eta: 11 days, 1:11:50, time: 1.424, data_time: 0.002, memory: 16628, top1_acc: 0.1179, top5_acc: 0.3147, loss_cls: 4.3704, loss: 4.3704, grad_norm: 1.7347 2021-01-18 18:17:09,595 - mmaction - INFO - Epoch [5][900/2147] lr: 4.337e-02, eta: 11 days, 1:11:44, time: 1.793, data_time: 0.041, memory: 16628, top1_acc: 0.1397, top5_acc: 0.3232, loss_cls: 4.3762, loss: 4.3762, grad_norm: 1.7616 2021-01-18 18:17:40,621 - mmaction - INFO - Epoch [5][920/2147] lr: 4.342e-02, eta: 11 days, 1:07:00, time: 1.548, data_time: 0.011, memory: 16628, top1_acc: 0.1129, top5_acc: 0.2964, loss_cls: 4.4412, loss: 4.4412, grad_norm: 1.7571 2021-01-18 18:18:09,950 - mmaction - INFO - Epoch [5][940/2147] lr: 4.347e-02, eta: 11 days, 1:00:50, time: 1.472, data_time: 0.010, memory: 16628, top1_acc: 0.1353, top5_acc: 0.3246, loss_cls: 4.3404, loss: 4.3404, grad_norm: 1.7512 2021-01-18 18:18:38,734 - mmaction - INFO - Epoch [5][960/2147] lr: 4.351e-02, eta: 11 days, 0:54:04, time: 1.439, data_time: 0.004, memory: 16628, top1_acc: 0.1335, top5_acc: 0.3371, loss_cls: 4.3076, loss: 4.3076, grad_norm: 1.7073 2021-01-18 18:19:08,277 - mmaction - INFO - Epoch [5][980/2147] lr: 4.356e-02, eta: 11 days, 0:48:02, time: 1.476, data_time: 0.004, memory: 16628, top1_acc: 0.1152, top5_acc: 0.2933, loss_cls: 4.4755, loss: 4.4755, grad_norm: 1.7456 2021-01-18 18:19:39,288 - mmaction - INFO - Epoch [5][1000/2147] lr: 4.361e-02, eta: 11 days, 0:43:24, time: 1.549, data_time: 0.003, memory: 16628, top1_acc: 0.1304, top5_acc: 0.3241, loss_cls: 4.3312, loss: 4.3312, grad_norm: 1.7316 2021-01-18 18:20:10,186 - mmaction - INFO - Epoch [5][1020/2147] lr: 4.366e-02, eta: 11 days, 0:38:44, time: 1.547, data_time: 0.005, memory: 16628, top1_acc: 0.1121, top5_acc: 0.2996, loss_cls: 4.4250, loss: 4.4250, grad_norm: 1.7333 2021-01-18 18:20:42,891 - mmaction - INFO - Epoch [5][1040/2147] lr: 4.371e-02, eta: 11 days, 0:35:36, time: 1.628, data_time: 0.004, memory: 16628, top1_acc: 0.1147, top5_acc: 0.3054, loss_cls: 4.4216, loss: 4.4216, grad_norm: 1.7451 2021-01-18 18:21:15,975 - mmaction - INFO - Epoch [5][1060/2147] lr: 4.376e-02, eta: 11 days, 0:33:01, time: 1.657, data_time: 0.015, memory: 16628, top1_acc: 0.1232, top5_acc: 0.3125, loss_cls: 4.3613, loss: 4.3613, grad_norm: 1.7243 2021-01-18 18:21:53,837 - mmaction - INFO - Epoch [5][1080/2147] lr: 4.381e-02, eta: 11 days, 0:34:45, time: 1.889, data_time: 0.008, memory: 16628, top1_acc: 0.1313, top5_acc: 0.3219, loss_cls: 4.3734, loss: 4.3734, grad_norm: 1.7329 2021-01-18 18:22:23,148 - mmaction - INFO - Epoch [5][1100/2147] lr: 4.386e-02, eta: 11 days, 0:28:43, time: 1.471, data_time: 0.022, memory: 16628, top1_acc: 0.1326, top5_acc: 0.3187, loss_cls: 4.3892, loss: 4.3892, grad_norm: 1.7424 2021-01-18 18:22:56,261 - mmaction - INFO - Epoch [5][1120/2147] lr: 4.391e-02, eta: 11 days, 0:26:00, time: 1.648, data_time: 0.012, memory: 16628, top1_acc: 0.1179, top5_acc: 0.3000, loss_cls: 4.4459, loss: 4.4459, grad_norm: 1.7610 2021-01-18 18:23:25,146 - mmaction - INFO - Epoch [5][1140/2147] lr: 4.396e-02, eta: 11 days, 0:19:38, time: 1.451, data_time: 0.017, memory: 16628, top1_acc: 0.1321, top5_acc: 0.3290, loss_cls: 4.3588, loss: 4.3588, grad_norm: 1.7345 2021-01-18 18:23:55,568 - mmaction - INFO - Epoch [5][1160/2147] lr: 4.401e-02, eta: 11 days, 0:14:38, time: 1.524, data_time: 0.017, memory: 16628, top1_acc: 0.1210, top5_acc: 0.3138, loss_cls: 4.3882, loss: 4.3882, grad_norm: 1.7291 2021-01-18 18:24:24,263 - mmaction - INFO - Epoch [5][1180/2147] lr: 4.406e-02, eta: 11 days, 0:08:01, time: 1.434, data_time: 0.007, memory: 16628, top1_acc: 0.1205, top5_acc: 0.2996, loss_cls: 4.4350, loss: 4.4350, grad_norm: 1.7172 2021-01-18 18:24:57,717 - mmaction - INFO - Epoch [5][1200/2147] lr: 4.411e-02, eta: 11 days, 0:05:45, time: 1.670, data_time: 0.006, memory: 16628, top1_acc: 0.1219, top5_acc: 0.2982, loss_cls: 4.4213, loss: 4.4213, grad_norm: 1.7701 2021-01-18 18:25:27,668 - mmaction - INFO - Epoch [5][1220/2147] lr: 4.416e-02, eta: 11 days, 0:00:25, time: 1.503, data_time: 0.010, memory: 16628, top1_acc: 0.1281, top5_acc: 0.3107, loss_cls: 4.3780, loss: 4.3780, grad_norm: 1.7560 2021-01-18 18:26:01,864 - mmaction - INFO - Epoch [5][1240/2147] lr: 4.420e-02, eta: 10 days, 23:58:50, time: 1.706, data_time: 0.004, memory: 16628, top1_acc: 0.1326, top5_acc: 0.3138, loss_cls: 4.3430, loss: 4.3430, grad_norm: 1.7150 2021-01-18 18:26:33,779 - mmaction - INFO - Epoch [5][1260/2147] lr: 4.425e-02, eta: 10 days, 23:54:18, time: 1.544, data_time: 0.016, memory: 16628, top1_acc: 0.1384, top5_acc: 0.3196, loss_cls: 4.3495, loss: 4.3495, grad_norm: 1.7334 2021-01-18 18:27:10,143 - mmaction - INFO - Epoch [5][1280/2147] lr: 4.430e-02, eta: 10 days, 23:55:37, time: 1.865, data_time: 0.071, memory: 16628, top1_acc: 0.1335, top5_acc: 0.3250, loss_cls: 4.3025, loss: 4.3025, grad_norm: 1.7591 2021-01-18 18:27:38,804 - mmaction - INFO - Epoch [5][1300/2147] lr: 4.435e-02, eta: 10 days, 23:49:13, time: 1.441, data_time: 0.013, memory: 16628, top1_acc: 0.1384, top5_acc: 0.3223, loss_cls: 4.3542, loss: 4.3542, grad_norm: 1.7579 2021-01-18 18:28:12,617 - mmaction - INFO - Epoch [5][1320/2147] lr: 4.440e-02, eta: 10 days, 23:47:15, time: 1.684, data_time: 0.006, memory: 16628, top1_acc: 0.1299, top5_acc: 0.3062, loss_cls: 4.4065, loss: 4.4065, grad_norm: 1.7256 2021-01-18 18:28:45,318 - mmaction - INFO - Epoch [5][1340/2147] lr: 4.445e-02, eta: 10 days, 23:44:17, time: 1.628, data_time: 0.020, memory: 16628, top1_acc: 0.1295, top5_acc: 0.3246, loss_cls: 4.3518, loss: 4.3518, grad_norm: 1.7428 2021-01-18 18:29:14,568 - mmaction - INFO - Epoch [5][1360/2147] lr: 4.450e-02, eta: 10 days, 23:38:33, time: 1.475, data_time: 0.019, memory: 16628, top1_acc: 0.1290, top5_acc: 0.3121, loss_cls: 4.3755, loss: 4.3755, grad_norm: 1.7665 2021-01-18 18:29:44,304 - mmaction - INFO - Epoch [5][1380/2147] lr: 4.455e-02, eta: 10 days, 23:32:58, time: 1.482, data_time: 0.006, memory: 16628, top1_acc: 0.1237, top5_acc: 0.3241, loss_cls: 4.3743, loss: 4.3743, grad_norm: 1.7376 2021-01-18 18:30:13,749 - mmaction - INFO - Epoch [5][1400/2147] lr: 4.460e-02, eta: 10 days, 23:27:21, time: 1.478, data_time: 0.013, memory: 16628, top1_acc: 0.1353, top5_acc: 0.3308, loss_cls: 4.3220, loss: 4.3220, grad_norm: 1.7885 2021-01-18 18:30:47,946 - mmaction - INFO - Epoch [5][1420/2147] lr: 4.465e-02, eta: 10 days, 23:25:49, time: 1.705, data_time: 0.004, memory: 16628, top1_acc: 0.1219, top5_acc: 0.3156, loss_cls: 4.4127, loss: 4.4127, grad_norm: 1.7394 2021-01-18 18:31:18,815 - mmaction - INFO - Epoch [5][1440/2147] lr: 4.470e-02, eta: 10 days, 23:21:25, time: 1.545, data_time: 0.008, memory: 16628, top1_acc: 0.1362, top5_acc: 0.3205, loss_cls: 4.3610, loss: 4.3610, grad_norm: 1.7052 2021-01-18 18:31:50,682 - mmaction - INFO - Epoch [5][1460/2147] lr: 4.475e-02, eta: 10 days, 23:17:57, time: 1.596, data_time: 0.017, memory: 16628, top1_acc: 0.1241, top5_acc: 0.3183, loss_cls: 4.3662, loss: 4.3662, grad_norm: 1.7243 2021-01-18 18:32:20,817 - mmaction - INFO - Epoch [5][1480/2147] lr: 4.480e-02, eta: 10 days, 23:12:53, time: 1.505, data_time: 0.008, memory: 16628, top1_acc: 0.1246, top5_acc: 0.3062, loss_cls: 4.3889, loss: 4.3889, grad_norm: 1.7130 2021-01-18 18:32:49,589 - mmaction - INFO - Epoch [5][1500/2147] lr: 4.485e-02, eta: 10 days, 23:06:41, time: 1.442, data_time: 0.004, memory: 16628, top1_acc: 0.1219, top5_acc: 0.3156, loss_cls: 4.4248, loss: 4.4248, grad_norm: 1.7963 2021-01-18 18:33:19,627 - mmaction - INFO - Epoch [5][1520/2147] lr: 4.489e-02, eta: 10 days, 23:01:32, time: 1.499, data_time: 0.002, memory: 16628, top1_acc: 0.1286, top5_acc: 0.3107, loss_cls: 4.3652, loss: 4.3652, grad_norm: 1.7405 2021-01-18 18:33:48,797 - mmaction - INFO - Epoch [5][1540/2147] lr: 4.494e-02, eta: 10 days, 22:55:44, time: 1.461, data_time: 0.011, memory: 16628, top1_acc: 0.1281, top5_acc: 0.3277, loss_cls: 4.3696, loss: 4.3696, grad_norm: 1.7356 2021-01-18 18:34:18,213 - mmaction - INFO - Epoch [5][1560/2147] lr: 4.499e-02, eta: 10 days, 22:50:07, time: 1.470, data_time: 0.002, memory: 16628, top1_acc: 0.1344, top5_acc: 0.3304, loss_cls: 4.3240, loss: 4.3240, grad_norm: 1.7464 2021-01-18 18:34:47,738 - mmaction - INFO - Epoch [5][1580/2147] lr: 4.504e-02, eta: 10 days, 22:43:56, time: 1.438, data_time: 0.002, memory: 16628, top1_acc: 0.1335, top5_acc: 0.3272, loss_cls: 4.3448, loss: 4.3448, grad_norm: 1.7562 2021-01-18 18:35:19,387 - mmaction - INFO - Epoch [5][1600/2147] lr: 4.509e-02, eta: 10 days, 22:41:02, time: 1.622, data_time: 0.042, memory: 16628, top1_acc: 0.1326, top5_acc: 0.3138, loss_cls: 4.3050, loss: 4.3050, grad_norm: 1.7627 2021-01-18 18:35:47,922 - mmaction - INFO - Epoch [5][1620/2147] lr: 4.514e-02, eta: 10 days, 22:34:42, time: 1.426, data_time: 0.005, memory: 16628, top1_acc: 0.1317, top5_acc: 0.3246, loss_cls: 4.3402, loss: 4.3402, grad_norm: 1.7692 2021-01-18 18:36:16,499 - mmaction - INFO - Epoch [5][1640/2147] lr: 4.519e-02, eta: 10 days, 22:28:25, time: 1.429, data_time: 0.002, memory: 16628, top1_acc: 0.1388, top5_acc: 0.3321, loss_cls: 4.2638, loss: 4.2638, grad_norm: 1.7204 2021-01-18 18:36:55,004 - mmaction - INFO - Epoch [5][1660/2147] lr: 4.524e-02, eta: 10 days, 22:30:42, time: 1.915, data_time: 0.005, memory: 16628, top1_acc: 0.1295, top5_acc: 0.3156, loss_cls: 4.3391, loss: 4.3391, grad_norm: 1.7429 2021-01-18 18:37:29,553 - mmaction - INFO - Epoch [5][1680/2147] lr: 4.529e-02, eta: 10 days, 22:29:49, time: 1.735, data_time: 0.013, memory: 16628, top1_acc: 0.1290, top5_acc: 0.3263, loss_cls: 4.3335, loss: 4.3335, grad_norm: 1.7511 2021-01-18 18:38:00,332 - mmaction - INFO - Epoch [5][1700/2147] lr: 4.534e-02, eta: 10 days, 22:25:26, time: 1.535, data_time: 0.007, memory: 16628, top1_acc: 0.1250, top5_acc: 0.3263, loss_cls: 4.3117, loss: 4.3117, grad_norm: 1.7388 2021-01-18 18:38:29,166 - mmaction - INFO - Epoch [5][1720/2147] lr: 4.539e-02, eta: 10 days, 22:19:34, time: 1.449, data_time: 0.009, memory: 16628, top1_acc: 0.1330, top5_acc: 0.3335, loss_cls: 4.2914, loss: 4.2914, grad_norm: 1.7530 2021-01-18 18:39:03,385 - mmaction - INFO - Epoch [5][1740/2147] lr: 4.544e-02, eta: 10 days, 22:18:15, time: 1.709, data_time: 0.004, memory: 16628, top1_acc: 0.1254, top5_acc: 0.3201, loss_cls: 4.3332, loss: 4.3332, grad_norm: 1.7721 2021-01-18 18:39:31,889 - mmaction - INFO - Epoch [5][1760/2147] lr: 4.549e-02, eta: 10 days, 22:12:01, time: 1.425, data_time: 0.011, memory: 16628, top1_acc: 0.1326, top5_acc: 0.3308, loss_cls: 4.2978, loss: 4.2978, grad_norm: 1.7590 2021-01-18 18:40:12,993 - mmaction - INFO - Epoch [5][1780/2147] lr: 4.554e-02, eta: 10 days, 22:16:35, time: 2.048, data_time: 0.006, memory: 16628, top1_acc: 0.1446, top5_acc: 0.3312, loss_cls: 4.2731, loss: 4.2731, grad_norm: 1.7307 2021-01-18 18:40:43,279 - mmaction - INFO - Epoch [5][1800/2147] lr: 4.559e-02, eta: 10 days, 22:12:02, time: 1.521, data_time: 0.021, memory: 16628, top1_acc: 0.1411, top5_acc: 0.3415, loss_cls: 4.2621, loss: 4.2621, grad_norm: 1.7621 2021-01-18 18:41:15,194 - mmaction - INFO - Epoch [5][1820/2147] lr: 4.563e-02, eta: 10 days, 22:08:44, time: 1.593, data_time: 0.004, memory: 16628, top1_acc: 0.1272, top5_acc: 0.3268, loss_cls: 4.2912, loss: 4.2912, grad_norm: 1.7619 2021-01-18 18:41:52,699 - mmaction - INFO - Epoch [5][1840/2147] lr: 4.568e-02, eta: 10 days, 22:10:21, time: 1.878, data_time: 0.009, memory: 16628, top1_acc: 0.1272, top5_acc: 0.3183, loss_cls: 4.3474, loss: 4.3474, grad_norm: 1.7775 2021-01-18 18:42:22,487 - mmaction - INFO - Epoch [5][1860/2147] lr: 4.573e-02, eta: 10 days, 22:05:14, time: 1.487, data_time: 0.008, memory: 16628, top1_acc: 0.1388, top5_acc: 0.3348, loss_cls: 4.2858, loss: 4.2858, grad_norm: 1.7441 2021-01-18 18:42:51,732 - mmaction - INFO - Epoch [5][1880/2147] lr: 4.578e-02, eta: 10 days, 21:59:39, time: 1.459, data_time: 0.006, memory: 16628, top1_acc: 0.1281, top5_acc: 0.3232, loss_cls: 4.3601, loss: 4.3601, grad_norm: 1.7518 2021-01-18 18:43:20,465 - mmaction - INFO - Epoch [5][1900/2147] lr: 4.583e-02, eta: 10 days, 21:53:49, time: 1.443, data_time: 0.016, memory: 16628, top1_acc: 0.1330, top5_acc: 0.3344, loss_cls: 4.2965, loss: 4.2965, grad_norm: 1.7553 2021-01-18 18:43:48,931 - mmaction - INFO - Epoch [5][1920/2147] lr: 4.588e-02, eta: 10 days, 21:47:42, time: 1.425, data_time: 0.004, memory: 16628, top1_acc: 0.1339, top5_acc: 0.3165, loss_cls: 4.3639, loss: 4.3639, grad_norm: 1.7745 2021-01-18 18:44:17,870 - mmaction - INFO - Epoch [5][1940/2147] lr: 4.593e-02, eta: 10 days, 21:41:58, time: 1.447, data_time: 0.005, memory: 16628, top1_acc: 0.1415, top5_acc: 0.3487, loss_cls: 4.2629, loss: 4.2629, grad_norm: 1.7574 2021-01-18 18:44:55,608 - mmaction - INFO - Epoch [5][1960/2147] lr: 4.598e-02, eta: 10 days, 21:43:39, time: 1.880, data_time: 0.002, memory: 16628, top1_acc: 0.1406, top5_acc: 0.3375, loss_cls: 4.3202, loss: 4.3202, grad_norm: 1.7434 2021-01-18 18:45:24,891 - mmaction - INFO - Epoch [5][1980/2147] lr: 4.603e-02, eta: 10 days, 21:38:16, time: 1.466, data_time: 0.010, memory: 16628, top1_acc: 0.1437, top5_acc: 0.3223, loss_cls: 4.2907, loss: 4.2907, grad_norm: 1.7657 2021-01-18 18:45:57,529 - mmaction - INFO - Epoch [5][2000/2147] lr: 4.608e-02, eta: 10 days, 21:35:47, time: 1.635, data_time: 0.008, memory: 16628, top1_acc: 0.1353, top5_acc: 0.3281, loss_cls: 4.3102, loss: 4.3102, grad_norm: 1.7438 2021-01-18 18:46:26,001 - mmaction - INFO - Epoch [5][2020/2147] lr: 4.613e-02, eta: 10 days, 21:29:46, time: 1.426, data_time: 0.008, memory: 16628, top1_acc: 0.1362, top5_acc: 0.3379, loss_cls: 4.2930, loss: 4.2930, grad_norm: 1.7770 2021-01-18 18:47:07,576 - mmaction - INFO - Epoch [5][2040/2147] lr: 4.618e-02, eta: 10 days, 21:34:40, time: 2.071, data_time: 0.015, memory: 16628, top1_acc: 0.1237, top5_acc: 0.3268, loss_cls: 4.3027, loss: 4.3027, grad_norm: 1.7583 2021-01-18 18:47:41,177 - mmaction - INFO - Epoch [5][2060/2147] lr: 4.623e-02, eta: 10 days, 21:33:00, time: 1.682, data_time: 0.009, memory: 16628, top1_acc: 0.1482, top5_acc: 0.3339, loss_cls: 4.2458, loss: 4.2458, grad_norm: 1.7506 2021-01-18 18:48:12,940 - mmaction - INFO - Epoch [5][2080/2147] lr: 4.628e-02, eta: 10 days, 21:29:48, time: 1.591, data_time: 0.007, memory: 16628, top1_acc: 0.1366, top5_acc: 0.3281, loss_cls: 4.3092, loss: 4.3092, grad_norm: 1.7790 2021-01-18 18:48:43,112 - mmaction - INFO - Epoch [5][2100/2147] lr: 4.632e-02, eta: 10 days, 21:25:11, time: 1.507, data_time: 0.006, memory: 16628, top1_acc: 0.1397, top5_acc: 0.3420, loss_cls: 4.2474, loss: 4.2474, grad_norm: 1.7885 2021-01-18 18:49:15,030 - mmaction - INFO - Epoch [5][2120/2147] lr: 4.637e-02, eta: 10 days, 21:22:02, time: 1.593, data_time: 0.005, memory: 16628, top1_acc: 0.1272, top5_acc: 0.3138, loss_cls: 4.3380, loss: 4.3380, grad_norm: 1.7970 2021-01-18 18:49:47,968 - mmaction - INFO - Epoch [5][2140/2147] lr: 4.642e-02, eta: 10 days, 21:19:49, time: 1.648, data_time: 0.008, memory: 16628, top1_acc: 0.1237, top5_acc: 0.3210, loss_cls: 4.3432, loss: 4.3432, grad_norm: 1.7541 2021-01-18 19:08:16,297 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-18 19:08:17,180 - mmaction - INFO - top1_acc 0.1412 top5_acc 0.3416 2021-01-18 19:08:17,180 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-18 19:08:17,268 - mmaction - INFO - mean_acc 0.1410 2021-01-18 19:08:17,269 - mmaction - INFO - Now best checkpoint is epoch_5.pth 2021-01-18 19:08:17,279 - mmaction - INFO - Epoch(val) [5][2147] top1_acc: 0.1412, top5_acc: 0.3416, mean_class_accuracy: 0.1410 2021-01-18 19:13:33,290 - mmaction - INFO - Epoch [6][20/2147] lr: 4.647e-02, eta: 11 days, 1:03:24, time: 15.791, data_time: 13.886, memory: 16628, top1_acc: 0.1353, top5_acc: 0.3357, loss_cls: 4.2853, loss: 4.2853, grad_norm: 1.7381 2021-01-18 19:14:01,924 - mmaction - INFO - Epoch [6][40/2147] lr: 4.652e-02, eta: 11 days, 0:57:17, time: 1.439, data_time: 0.014, memory: 16628, top1_acc: 0.1500, top5_acc: 0.3268, loss_cls: 4.3089, loss: 4.3089, grad_norm: 1.7631 2021-01-18 19:14:31,208 - mmaction - INFO - Epoch [6][60/2147] lr: 4.657e-02, eta: 11 days, 0:51:28, time: 1.456, data_time: 0.003, memory: 16628, top1_acc: 0.1375, top5_acc: 0.3379, loss_cls: 4.2317, loss: 4.2317, grad_norm: 1.7542 2021-01-18 19:15:00,368 - mmaction - INFO - Epoch [6][80/2147] lr: 4.662e-02, eta: 11 days, 0:45:50, time: 1.465, data_time: 0.012, memory: 16628, top1_acc: 0.1429, top5_acc: 0.3397, loss_cls: 4.2760, loss: 4.2760, grad_norm: 1.8116 2021-01-18 19:15:33,755 - mmaction - INFO - Epoch [6][100/2147] lr: 4.667e-02, eta: 11 days, 0:43:35, time: 1.670, data_time: 0.005, memory: 16628, top1_acc: 0.1330, top5_acc: 0.3326, loss_cls: 4.2814, loss: 4.2814, grad_norm: 1.7965 2021-01-18 19:16:04,399 - mmaction - INFO - Epoch [6][120/2147] lr: 4.672e-02, eta: 11 days, 0:38:59, time: 1.526, data_time: 0.005, memory: 16628, top1_acc: 0.1545, top5_acc: 0.3482, loss_cls: 4.2470, loss: 4.2470, grad_norm: 1.7965 2021-01-18 19:16:33,461 - mmaction - INFO - Epoch [6][140/2147] lr: 4.677e-02, eta: 11 days, 0:33:11, time: 1.453, data_time: 0.010, memory: 16628, top1_acc: 0.1339, top5_acc: 0.3344, loss_cls: 4.2845, loss: 4.2845, grad_norm: 1.7778 2021-01-18 19:17:04,247 - mmaction - INFO - Epoch [6][160/2147] lr: 4.682e-02, eta: 11 days, 0:28:56, time: 1.545, data_time: 0.011, memory: 16628, top1_acc: 0.1424, top5_acc: 0.3339, loss_cls: 4.2808, loss: 4.2808, grad_norm: 1.7905 2021-01-18 19:17:34,237 - mmaction - INFO - Epoch [6][180/2147] lr: 4.687e-02, eta: 11 days, 0:23:54, time: 1.497, data_time: 0.003, memory: 16628, top1_acc: 0.1286, top5_acc: 0.3277, loss_cls: 4.2530, loss: 4.2530, grad_norm: 1.7628 2021-01-18 19:18:04,209 - mmaction - INFO - Epoch [6][200/2147] lr: 4.692e-02, eta: 11 days, 0:18:56, time: 1.501, data_time: 0.007, memory: 16628, top1_acc: 0.1411, top5_acc: 0.3272, loss_cls: 4.2958, loss: 4.2958, grad_norm: 1.7547 2021-01-18 19:18:33,911 - mmaction - INFO - Epoch [6][220/2147] lr: 4.697e-02, eta: 11 days, 0:13:43, time: 1.484, data_time: 0.004, memory: 16628, top1_acc: 0.1362, top5_acc: 0.3567, loss_cls: 4.2410, loss: 4.2410, grad_norm: 1.7438 2021-01-18 19:19:02,581 - mmaction - INFO - Epoch [6][240/2147] lr: 4.702e-02, eta: 11 days, 0:07:41, time: 1.433, data_time: 0.004, memory: 16628, top1_acc: 0.1469, top5_acc: 0.3558, loss_cls: 4.1755, loss: 4.1755, grad_norm: 1.7409 2021-01-18 19:19:31,635 - mmaction - INFO - Epoch [6][260/2147] lr: 4.706e-02, eta: 11 days, 0:02:00, time: 1.453, data_time: 0.005, memory: 16628, top1_acc: 0.1371, top5_acc: 0.3536, loss_cls: 4.2148, loss: 4.2148, grad_norm: 1.7789 2021-01-18 19:20:00,175 - mmaction - INFO - Epoch [6][280/2147] lr: 4.711e-02, eta: 10 days, 23:55:56, time: 1.428, data_time: 0.006, memory: 16628, top1_acc: 0.1219, top5_acc: 0.3147, loss_cls: 4.3130, loss: 4.3130, grad_norm: 1.7871 2021-01-18 19:20:29,229 - mmaction - INFO - Epoch [6][300/2147] lr: 4.716e-02, eta: 10 days, 23:50:16, time: 1.452, data_time: 0.002, memory: 16628, top1_acc: 0.1491, top5_acc: 0.3500, loss_cls: 4.2106, loss: 4.2106, grad_norm: 1.7731 2021-01-18 19:21:00,496 - mmaction - INFO - Epoch [6][320/2147] lr: 4.721e-02, eta: 10 days, 23:46:27, time: 1.564, data_time: 0.003, memory: 16628, top1_acc: 0.1504, top5_acc: 0.3589, loss_cls: 4.1727, loss: 4.1727, grad_norm: 1.8014 2021-01-18 19:21:30,939 - mmaction - INFO - Epoch [6][340/2147] lr: 4.726e-02, eta: 10 days, 23:41:53, time: 1.518, data_time: 0.007, memory: 16628, top1_acc: 0.1473, top5_acc: 0.3455, loss_cls: 4.1973, loss: 4.1973, grad_norm: 1.7941 2021-01-18 19:22:11,508 - mmaction - INFO - Epoch [6][360/2147] lr: 4.731e-02, eta: 10 days, 23:45:35, time: 2.027, data_time: 0.018, memory: 16628, top1_acc: 0.1509, top5_acc: 0.3464, loss_cls: 4.2502, loss: 4.2502, grad_norm: 1.7953 2021-01-18 19:22:43,963 - mmaction - INFO - Epoch [6][380/2147] lr: 4.736e-02, eta: 10 days, 23:42:40, time: 1.619, data_time: 0.007, memory: 16628, top1_acc: 0.1496, top5_acc: 0.3558, loss_cls: 4.2052, loss: 4.2052, grad_norm: 1.7965 2021-01-18 19:23:14,280 - mmaction - INFO - Epoch [6][400/2147] lr: 4.741e-02, eta: 10 days, 23:38:08, time: 1.518, data_time: 0.011, memory: 16628, top1_acc: 0.1437, top5_acc: 0.3491, loss_cls: 4.2367, loss: 4.2367, grad_norm: 1.7762 2021-01-18 19:23:47,061 - mmaction - INFO - Epoch [6][420/2147] lr: 4.746e-02, eta: 10 days, 23:35:32, time: 1.638, data_time: 0.009, memory: 16628, top1_acc: 0.1522, top5_acc: 0.3424, loss_cls: 4.2407, loss: 4.2407, grad_norm: 1.8069 2021-01-18 19:24:23,407 - mmaction - INFO - Epoch [6][440/2147] lr: 4.751e-02, eta: 10 days, 23:35:47, time: 1.815, data_time: 0.017, memory: 16628, top1_acc: 0.1518, top5_acc: 0.3420, loss_cls: 4.2344, loss: 4.2344, grad_norm: 1.7954 2021-01-18 19:24:55,320 - mmaction - INFO - Epoch [6][460/2147] lr: 4.756e-02, eta: 10 days, 23:32:37, time: 1.602, data_time: 0.012, memory: 16628, top1_acc: 0.1402, top5_acc: 0.3371, loss_cls: 4.2367, loss: 4.2367, grad_norm: 1.7895 2021-01-18 19:25:24,779 - mmaction - INFO - Epoch [6][480/2147] lr: 4.761e-02, eta: 10 days, 23:27:26, time: 1.475, data_time: 0.007, memory: 16628, top1_acc: 0.1424, top5_acc: 0.3603, loss_cls: 4.1708, loss: 4.1708, grad_norm: 1.8032 2021-01-18 19:25:53,440 - mmaction - INFO - Epoch [6][500/2147] lr: 4.766e-02, eta: 10 days, 23:21:39, time: 1.436, data_time: 0.005, memory: 16628, top1_acc: 0.1473, top5_acc: 0.3585, loss_cls: 4.2285, loss: 4.2285, grad_norm: 1.7799 2021-01-18 19:26:25,917 - mmaction - INFO - Epoch [6][520/2147] lr: 4.771e-02, eta: 10 days, 23:18:51, time: 1.622, data_time: 0.007, memory: 16628, top1_acc: 0.1402, top5_acc: 0.3491, loss_cls: 4.2521, loss: 4.2521, grad_norm: 1.8055 2021-01-18 19:27:06,199 - mmaction - INFO - Epoch [6][540/2147] lr: 4.775e-02, eta: 10 days, 23:22:16, time: 2.012, data_time: 0.037, memory: 16628, top1_acc: 0.1473, top5_acc: 0.3589, loss_cls: 4.1837, loss: 4.1837, grad_norm: 1.7430 2021-01-18 19:27:38,286 - mmaction - INFO - Epoch [6][560/2147] lr: 4.780e-02, eta: 10 days, 23:18:59, time: 1.592, data_time: 0.008, memory: 16628, top1_acc: 0.1464, top5_acc: 0.3580, loss_cls: 4.1660, loss: 4.1660, grad_norm: 1.7864 2021-01-18 19:28:07,335 - mmaction - INFO - Epoch [6][580/2147] lr: 4.785e-02, eta: 10 days, 23:13:46, time: 1.468, data_time: 0.018, memory: 16628, top1_acc: 0.1536, top5_acc: 0.3491, loss_cls: 4.2005, loss: 4.2005, grad_norm: 1.7975 2021-01-18 19:28:40,403 - mmaction - INFO - Epoch [6][600/2147] lr: 4.790e-02, eta: 10 days, 23:11:24, time: 1.648, data_time: 0.003, memory: 16628, top1_acc: 0.1348, top5_acc: 0.3518, loss_cls: 4.2549, loss: 4.2549, grad_norm: 1.8029 2021-01-18 19:29:14,899 - mmaction - INFO - Epoch [6][620/2147] lr: 4.795e-02, eta: 10 days, 23:10:17, time: 1.726, data_time: 0.011, memory: 16628, top1_acc: 0.1540, top5_acc: 0.3554, loss_cls: 4.1844, loss: 4.1844, grad_norm: 1.7760 2021-01-18 19:29:43,933 - mmaction - INFO - Epoch [6][640/2147] lr: 4.800e-02, eta: 10 days, 23:04:50, time: 1.452, data_time: 0.007, memory: 16628, top1_acc: 0.1558, top5_acc: 0.3580, loss_cls: 4.1750, loss: 4.1750, grad_norm: 1.7911 2021-01-18 19:30:15,981 - mmaction - INFO - Epoch [6][660/2147] lr: 4.805e-02, eta: 10 days, 23:01:46, time: 1.601, data_time: 0.005, memory: 16628, top1_acc: 0.1406, top5_acc: 0.3393, loss_cls: 4.2253, loss: 4.2253, grad_norm: 1.7925 2021-01-18 19:30:45,918 - mmaction - INFO - Epoch [6][680/2147] lr: 4.810e-02, eta: 10 days, 22:56:48, time: 1.482, data_time: 0.011, memory: 16628, top1_acc: 0.1460, top5_acc: 0.3504, loss_cls: 4.1834, loss: 4.1834, grad_norm: 1.7959 2021-01-18 19:31:17,300 - mmaction - INFO - Epoch [6][700/2147] lr: 4.815e-02, eta: 10 days, 22:53:28, time: 1.584, data_time: 0.028, memory: 16628, top1_acc: 0.1451, top5_acc: 0.3299, loss_cls: 4.2709, loss: 4.2709, grad_norm: 1.8025 2021-01-18 19:31:48,129 - mmaction - INFO - Epoch [6][720/2147] lr: 4.820e-02, eta: 10 days, 22:49:33, time: 1.546, data_time: 0.012, memory: 16628, top1_acc: 0.1420, top5_acc: 0.3406, loss_cls: 4.2360, loss: 4.2360, grad_norm: 1.7664 2021-01-18 19:32:17,289 - mmaction - INFO - Epoch [6][740/2147] lr: 4.825e-02, eta: 10 days, 22:44:15, time: 1.457, data_time: 0.010, memory: 16628, top1_acc: 0.1375, top5_acc: 0.3411, loss_cls: 4.2700, loss: 4.2700, grad_norm: 1.8040 2021-01-18 19:32:46,511 - mmaction - INFO - Epoch [6][760/2147] lr: 4.830e-02, eta: 10 days, 22:39:00, time: 1.459, data_time: 0.009, memory: 16628, top1_acc: 0.1518, top5_acc: 0.3612, loss_cls: 4.1644, loss: 4.1644, grad_norm: 1.7571 2021-01-18 19:33:15,820 - mmaction - INFO - Epoch [6][780/2147] lr: 4.835e-02, eta: 10 days, 22:33:55, time: 1.468, data_time: 0.007, memory: 16628, top1_acc: 0.1594, top5_acc: 0.3540, loss_cls: 4.1880, loss: 4.1880, grad_norm: 1.7839 2021-01-18 19:33:45,245 - mmaction - INFO - Epoch [6][800/2147] lr: 4.840e-02, eta: 10 days, 22:28:52, time: 1.470, data_time: 0.009, memory: 16628, top1_acc: 0.1545, top5_acc: 0.3634, loss_cls: 4.1940, loss: 4.1940, grad_norm: 1.7707 2021-01-18 19:34:14,095 - mmaction - INFO - Epoch [6][820/2147] lr: 4.844e-02, eta: 10 days, 22:23:27, time: 1.445, data_time: 0.010, memory: 16628, top1_acc: 0.1531, top5_acc: 0.3558, loss_cls: 4.1686, loss: 4.1686, grad_norm: 1.7750 2021-01-18 19:34:42,970 - mmaction - INFO - Epoch [6][840/2147] lr: 4.849e-02, eta: 10 days, 22:18:04, time: 1.445, data_time: 0.005, memory: 16628, top1_acc: 0.1558, top5_acc: 0.3625, loss_cls: 4.1751, loss: 4.1751, grad_norm: 1.7791 2021-01-18 19:35:11,543 - mmaction - INFO - Epoch [6][860/2147] lr: 4.854e-02, eta: 10 days, 22:12:24, time: 1.426, data_time: 0.001, memory: 16628, top1_acc: 0.1567, top5_acc: 0.3638, loss_cls: 4.1902, loss: 4.1902, grad_norm: 1.7746 2021-01-18 19:35:44,963 - mmaction - INFO - Epoch [6][880/2147] lr: 4.859e-02, eta: 10 days, 22:10:25, time: 1.665, data_time: 0.007, memory: 16628, top1_acc: 0.1388, top5_acc: 0.3469, loss_cls: 4.2587, loss: 4.2587, grad_norm: 1.7806 2021-01-18 19:36:14,193 - mmaction - INFO - Epoch [6][900/2147] lr: 4.864e-02, eta: 10 days, 22:05:26, time: 1.469, data_time: 0.010, memory: 16628, top1_acc: 0.1562, top5_acc: 0.3562, loss_cls: 4.1678, loss: 4.1678, grad_norm: 1.7732 2021-01-18 19:36:47,764 - mmaction - INFO - Epoch [6][920/2147] lr: 4.869e-02, eta: 10 days, 22:03:40, time: 1.676, data_time: 0.004, memory: 16628, top1_acc: 0.1571, top5_acc: 0.3554, loss_cls: 4.1609, loss: 4.1609, grad_norm: 1.8114 2021-01-18 19:37:16,982 - mmaction - INFO - Epoch [6][940/2147] lr: 4.874e-02, eta: 10 days, 21:58:38, time: 1.464, data_time: 0.006, memory: 16628, top1_acc: 0.1616, top5_acc: 0.3799, loss_cls: 4.0659, loss: 4.0659, grad_norm: 1.8262 2021-01-18 19:37:47,939 - mmaction - INFO - Epoch [6][960/2147] lr: 4.879e-02, eta: 10 days, 21:54:54, time: 1.548, data_time: 0.002, memory: 16628, top1_acc: 0.1442, top5_acc: 0.3482, loss_cls: 4.2498, loss: 4.2498, grad_norm: 1.8292 2021-01-18 19:38:20,071 - mmaction - INFO - Epoch [6][980/2147] lr: 4.884e-02, eta: 10 days, 21:52:03, time: 1.605, data_time: 0.003, memory: 16628, top1_acc: 0.1589, top5_acc: 0.3652, loss_cls: 4.1296, loss: 4.1296, grad_norm: 1.7857 2021-01-18 19:38:49,173 - mmaction - INFO - Epoch [6][1000/2147] lr: 4.889e-02, eta: 10 days, 21:46:54, time: 1.454, data_time: 0.009, memory: 16628, top1_acc: 0.1478, top5_acc: 0.3473, loss_cls: 4.2297, loss: 4.2297, grad_norm: 1.7883 2021-01-18 19:39:17,603 - mmaction - INFO - Epoch [6][1020/2147] lr: 4.894e-02, eta: 10 days, 21:41:19, time: 1.424, data_time: 0.005, memory: 16628, top1_acc: 0.1616, top5_acc: 0.3603, loss_cls: 4.1656, loss: 4.1656, grad_norm: 1.7479 2021-01-18 19:39:48,869 - mmaction - INFO - Epoch [6][1040/2147] lr: 4.899e-02, eta: 10 days, 21:37:49, time: 1.560, data_time: 0.005, memory: 16628, top1_acc: 0.1576, top5_acc: 0.3478, loss_cls: 4.1901, loss: 4.1901, grad_norm: 1.7842 2021-01-18 19:40:23,295 - mmaction - INFO - Epoch [6][1060/2147] lr: 4.904e-02, eta: 10 days, 21:36:42, time: 1.715, data_time: 0.005, memory: 16628, top1_acc: 0.1496, top5_acc: 0.3567, loss_cls: 4.1773, loss: 4.1773, grad_norm: 1.8117 2021-01-18 19:40:52,033 - mmaction - INFO - Epoch [6][1080/2147] lr: 4.908e-02, eta: 10 days, 21:31:28, time: 1.445, data_time: 0.014, memory: 16628, top1_acc: 0.1446, top5_acc: 0.3384, loss_cls: 4.1959, loss: 4.1959, grad_norm: 1.7634 2021-01-18 19:41:21,467 - mmaction - INFO - Epoch [6][1100/2147] lr: 4.913e-02, eta: 10 days, 21:26:38, time: 1.471, data_time: 0.003, memory: 16628, top1_acc: 0.1647, top5_acc: 0.3585, loss_cls: 4.1948, loss: 4.1948, grad_norm: 1.7813 2021-01-18 19:41:55,434 - mmaction - INFO - Epoch [6][1120/2147] lr: 4.918e-02, eta: 10 days, 21:25:09, time: 1.690, data_time: 0.004, memory: 16628, top1_acc: 0.1415, top5_acc: 0.3522, loss_cls: 4.2274, loss: 4.2274, grad_norm: 1.7426 2021-01-18 19:42:27,248 - mmaction - INFO - Epoch [6][1140/2147] lr: 4.923e-02, eta: 10 days, 21:22:04, time: 1.584, data_time: 0.017, memory: 16628, top1_acc: 0.1429, top5_acc: 0.3406, loss_cls: 4.2145, loss: 4.2145, grad_norm: 1.7712 2021-01-18 19:42:59,017 - mmaction - INFO - Epoch [6][1160/2147] lr: 4.928e-02, eta: 10 days, 21:19:16, time: 1.603, data_time: 0.028, memory: 16628, top1_acc: 0.1513, top5_acc: 0.3420, loss_cls: 4.1679, loss: 4.1679, grad_norm: 1.8479 2021-01-18 19:43:28,241 - mmaction - INFO - Epoch [6][1180/2147] lr: 4.933e-02, eta: 10 days, 21:14:19, time: 1.459, data_time: 0.005, memory: 16628, top1_acc: 0.1464, top5_acc: 0.3487, loss_cls: 4.2002, loss: 4.2002, grad_norm: 1.8352 2021-01-18 19:43:57,565 - mmaction - INFO - Epoch [6][1200/2147] lr: 4.938e-02, eta: 10 days, 21:09:32, time: 1.469, data_time: 0.007, memory: 16628, top1_acc: 0.1594, top5_acc: 0.3504, loss_cls: 4.2014, loss: 4.2014, grad_norm: 1.7449 2021-01-18 19:44:29,642 - mmaction - INFO - Epoch [6][1220/2147] lr: 4.943e-02, eta: 10 days, 21:06:48, time: 1.604, data_time: 0.003, memory: 16628, top1_acc: 0.1634, top5_acc: 0.3665, loss_cls: 4.1122, loss: 4.1122, grad_norm: 1.7506 2021-01-18 19:44:59,940 - mmaction - INFO - Epoch [6][1240/2147] lr: 4.948e-02, eta: 10 days, 21:02:40, time: 1.511, data_time: 0.005, memory: 16628, top1_acc: 0.1460, top5_acc: 0.3540, loss_cls: 4.1728, loss: 4.1728, grad_norm: 1.7916 2021-01-18 19:45:32,909 - mmaction - INFO - Epoch [6][1260/2147] lr: 4.953e-02, eta: 10 days, 21:00:38, time: 1.651, data_time: 0.007, memory: 16628, top1_acc: 0.1460, top5_acc: 0.3536, loss_cls: 4.1962, loss: 4.1962, grad_norm: 1.7617 2021-01-18 19:46:09,018 - mmaction - INFO - Epoch [6][1280/2147] lr: 4.958e-02, eta: 10 days, 21:00:55, time: 1.806, data_time: 0.004, memory: 16628, top1_acc: 0.1491, top5_acc: 0.3522, loss_cls: 4.1823, loss: 4.1823, grad_norm: 1.7838 2021-01-18 19:46:49,890 - mmaction - INFO - Epoch [6][1300/2147] lr: 4.963e-02, eta: 10 days, 21:04:40, time: 2.039, data_time: 0.009, memory: 16628, top1_acc: 0.1567, top5_acc: 0.3603, loss_cls: 4.2154, loss: 4.2154, grad_norm: 1.7910 2021-01-18 19:47:20,825 - mmaction - INFO - Epoch [6][1320/2147] lr: 4.968e-02, eta: 10 days, 21:01:09, time: 1.551, data_time: 0.009, memory: 16628, top1_acc: 0.1674, top5_acc: 0.3603, loss_cls: 4.1580, loss: 4.1580, grad_norm: 1.7693 2021-01-18 19:47:51,320 - mmaction - INFO - Epoch [6][1340/2147] lr: 4.973e-02, eta: 10 days, 20:57:15, time: 1.524, data_time: 0.006, memory: 16628, top1_acc: 0.1402, top5_acc: 0.3576, loss_cls: 4.1663, loss: 4.1663, grad_norm: 1.7988 2021-01-18 19:48:22,970 - mmaction - INFO - Epoch [6][1360/2147] lr: 4.977e-02, eta: 10 days, 20:54:15, time: 1.584, data_time: 0.006, memory: 16628, top1_acc: 0.1504, top5_acc: 0.3558, loss_cls: 4.1384, loss: 4.1384, grad_norm: 1.8352 2021-01-18 19:48:54,391 - mmaction - INFO - Epoch [6][1380/2147] lr: 4.982e-02, eta: 10 days, 20:50:52, time: 1.557, data_time: 0.004, memory: 16628, top1_acc: 0.1491, top5_acc: 0.3415, loss_cls: 4.2061, loss: 4.2061, grad_norm: 1.7860 2021-01-18 19:49:27,399 - mmaction - INFO - Epoch [6][1400/2147] lr: 4.987e-02, eta: 10 days, 20:49:04, time: 1.664, data_time: 0.027, memory: 16628, top1_acc: 0.1558, top5_acc: 0.3746, loss_cls: 4.1095, loss: 4.1095, grad_norm: 1.8004 2021-01-18 19:49:56,435 - mmaction - INFO - Epoch [6][1420/2147] lr: 4.992e-02, eta: 10 days, 20:44:05, time: 1.449, data_time: 0.002, memory: 16628, top1_acc: 0.1670, top5_acc: 0.3629, loss_cls: 4.1023, loss: 4.1023, grad_norm: 1.7574 2021-01-18 19:50:27,343 - mmaction - INFO - Epoch [6][1440/2147] lr: 4.997e-02, eta: 10 days, 20:40:25, time: 1.537, data_time: 0.007, memory: 16628, top1_acc: 0.1545, top5_acc: 0.3545, loss_cls: 4.2000, loss: 4.2000, grad_norm: 1.8271 2021-01-18 19:51:03,039 - mmaction - INFO - Epoch [6][1460/2147] lr: 5.002e-02, eta: 10 days, 20:40:31, time: 1.792, data_time: 0.016, memory: 16628, top1_acc: 0.1536, top5_acc: 0.3469, loss_cls: 4.1826, loss: 4.1826, grad_norm: 1.7815 2021-01-18 19:51:38,315 - mmaction - INFO - Epoch [6][1480/2147] lr: 5.007e-02, eta: 10 days, 20:40:11, time: 1.763, data_time: 0.009, memory: 16628, top1_acc: 0.1469, top5_acc: 0.3612, loss_cls: 4.1842, loss: 4.1842, grad_norm: 1.7612 2021-01-18 19:52:16,002 - mmaction - INFO - Epoch [6][1500/2147] lr: 5.012e-02, eta: 10 days, 20:41:33, time: 1.879, data_time: 0.221, memory: 16628, top1_acc: 0.1576, top5_acc: 0.3656, loss_cls: 4.1569, loss: 4.1569, grad_norm: 1.7973 2021-01-18 19:52:45,910 - mmaction - INFO - Epoch [6][1520/2147] lr: 5.017e-02, eta: 10 days, 20:37:22, time: 1.500, data_time: 0.013, memory: 16628, top1_acc: 0.1549, top5_acc: 0.3576, loss_cls: 4.1180, loss: 4.1180, grad_norm: 1.8071 2021-01-18 19:53:20,227 - mmaction - INFO - Epoch [6][1540/2147] lr: 5.022e-02, eta: 10 days, 20:36:21, time: 1.717, data_time: 0.009, memory: 16628, top1_acc: 0.1580, top5_acc: 0.3723, loss_cls: 4.1640, loss: 4.1640, grad_norm: 1.8293 2021-01-18 19:53:49,068 - mmaction - INFO - Epoch [6][1560/2147] lr: 5.027e-02, eta: 10 days, 20:31:22, time: 1.443, data_time: 0.014, memory: 16628, top1_acc: 0.1527, top5_acc: 0.3589, loss_cls: 4.2265, loss: 4.2265, grad_norm: 1.7918 2021-01-18 19:54:23,122 - mmaction - INFO - Epoch [6][1580/2147] lr: 5.032e-02, eta: 10 days, 20:30:11, time: 1.704, data_time: 0.012, memory: 16628, top1_acc: 0.1482, top5_acc: 0.3536, loss_cls: 4.1980, loss: 4.1980, grad_norm: 1.7670 2021-01-18 19:54:54,553 - mmaction - INFO - Epoch [6][1600/2147] lr: 5.037e-02, eta: 10 days, 20:27:02, time: 1.568, data_time: 0.004, memory: 16628, top1_acc: 0.1638, top5_acc: 0.3585, loss_cls: 4.0792, loss: 4.0792, grad_norm: 1.7583 2021-01-18 19:55:25,663 - mmaction - INFO - Epoch [6][1620/2147] lr: 5.042e-02, eta: 10 days, 20:23:45, time: 1.559, data_time: 0.007, memory: 16628, top1_acc: 0.1603, top5_acc: 0.3603, loss_cls: 4.1707, loss: 4.1707, grad_norm: 1.8337 2021-01-18 19:55:57,138 - mmaction - INFO - Epoch [6][1640/2147] lr: 5.046e-02, eta: 10 days, 20:20:42, time: 1.575, data_time: 0.005, memory: 16628, top1_acc: 0.1562, top5_acc: 0.3625, loss_cls: 4.1684, loss: 4.1684, grad_norm: 1.8401 2021-01-18 19:56:27,231 - mmaction - INFO - Epoch [6][1660/2147] lr: 5.051e-02, eta: 10 days, 20:16:37, time: 1.501, data_time: 0.002, memory: 16628, top1_acc: 0.1513, top5_acc: 0.3451, loss_cls: 4.1572, loss: 4.1572, grad_norm: 1.8168 2021-01-18 19:57:09,480 - mmaction - INFO - Epoch [6][1680/2147] lr: 5.056e-02, eta: 10 days, 20:21:22, time: 2.114, data_time: 0.009, memory: 16628, top1_acc: 0.1656, top5_acc: 0.3763, loss_cls: 4.0845, loss: 4.0845, grad_norm: 1.7538 2021-01-18 19:57:39,465 - mmaction - INFO - Epoch [6][1700/2147] lr: 5.061e-02, eta: 10 days, 20:17:07, time: 1.490, data_time: 0.009, memory: 16628, top1_acc: 0.1522, top5_acc: 0.3607, loss_cls: 4.1505, loss: 4.1505, grad_norm: 1.8092 2021-01-18 19:58:09,557 - mmaction - INFO - Epoch [6][1720/2147] lr: 5.066e-02, eta: 10 days, 20:13:10, time: 1.510, data_time: 0.015, memory: 16628, top1_acc: 0.1607, top5_acc: 0.3634, loss_cls: 4.1064, loss: 4.1064, grad_norm: 1.7599 2021-01-18 19:58:39,881 - mmaction - INFO - Epoch [6][1740/2147] lr: 5.071e-02, eta: 10 days, 20:09:22, time: 1.519, data_time: 0.008, memory: 16628, top1_acc: 0.1558, top5_acc: 0.3705, loss_cls: 4.0867, loss: 4.0867, grad_norm: 1.7625 2021-01-18 19:59:11,323 - mmaction - INFO - Epoch [6][1760/2147] lr: 5.076e-02, eta: 10 days, 20:06:22, time: 1.576, data_time: 0.005, memory: 16628, top1_acc: 0.1496, top5_acc: 0.3817, loss_cls: 4.1028, loss: 4.1028, grad_norm: 1.8270 2021-01-18 19:59:44,159 - mmaction - INFO - Epoch [6][1780/2147] lr: 5.081e-02, eta: 10 days, 20:04:19, time: 1.640, data_time: 0.002, memory: 16628, top1_acc: 0.1607, top5_acc: 0.3603, loss_cls: 4.1519, loss: 4.1519, grad_norm: 1.7815 2021-01-18 20:00:16,632 - mmaction - INFO - Epoch [6][1800/2147] lr: 5.086e-02, eta: 10 days, 20:01:57, time: 1.619, data_time: 0.007, memory: 16628, top1_acc: 0.1509, top5_acc: 0.3777, loss_cls: 4.1090, loss: 4.1090, grad_norm: 1.7895 2021-01-18 20:00:48,165 - mmaction - INFO - Epoch [6][1820/2147] lr: 5.091e-02, eta: 10 days, 19:58:59, time: 1.575, data_time: 0.009, memory: 16628, top1_acc: 0.1562, top5_acc: 0.3696, loss_cls: 4.1166, loss: 4.1166, grad_norm: 1.8226 2021-01-18 20:01:18,455 - mmaction - INFO - Epoch [6][1840/2147] lr: 5.096e-02, eta: 10 days, 19:55:11, time: 1.517, data_time: 0.012, memory: 16628, top1_acc: 0.1540, top5_acc: 0.3732, loss_cls: 4.0680, loss: 4.0680, grad_norm: 1.8172 2021-01-18 20:01:53,839 - mmaction - INFO - Epoch [6][1860/2147] lr: 5.101e-02, eta: 10 days, 19:54:57, time: 1.766, data_time: 0.010, memory: 16628, top1_acc: 0.1625, top5_acc: 0.3554, loss_cls: 4.1638, loss: 4.1638, grad_norm: 1.8098 2021-01-18 20:02:23,279 - mmaction - INFO - Epoch [6][1880/2147] lr: 5.106e-02, eta: 10 days, 19:50:39, time: 1.481, data_time: 0.015, memory: 16628, top1_acc: 0.1652, top5_acc: 0.3804, loss_cls: 4.1094, loss: 4.1094, grad_norm: 1.8367 2021-01-18 20:02:51,990 - mmaction - INFO - Epoch [6][1900/2147] lr: 5.111e-02, eta: 10 days, 19:45:43, time: 1.435, data_time: 0.002, memory: 16628, top1_acc: 0.1598, top5_acc: 0.3616, loss_cls: 4.1741, loss: 4.1741, grad_norm: 1.7919 2021-01-18 20:03:22,419 - mmaction - INFO - Epoch [6][1920/2147] lr: 5.115e-02, eta: 10 days, 19:42:01, time: 1.521, data_time: 0.006, memory: 16628, top1_acc: 0.1513, top5_acc: 0.3540, loss_cls: 4.1602, loss: 4.1602, grad_norm: 1.7727 2021-01-18 20:03:51,319 - mmaction - INFO - Epoch [6][1940/2147] lr: 5.120e-02, eta: 10 days, 19:37:13, time: 1.442, data_time: 0.003, memory: 16628, top1_acc: 0.1469, top5_acc: 0.3710, loss_cls: 4.1729, loss: 4.1729, grad_norm: 1.7900 2021-01-18 20:04:19,997 - mmaction - INFO - Epoch [6][1960/2147] lr: 5.125e-02, eta: 10 days, 19:32:22, time: 1.438, data_time: 0.009, memory: 16628, top1_acc: 0.1679, top5_acc: 0.3777, loss_cls: 4.1088, loss: 4.1088, grad_norm: 1.8236 2021-01-18 20:04:59,162 - mmaction - INFO - Epoch [6][1980/2147] lr: 5.130e-02, eta: 10 days, 19:34:45, time: 1.950, data_time: 0.002, memory: 16628, top1_acc: 0.1594, top5_acc: 0.3496, loss_cls: 4.1266, loss: 4.1266, grad_norm: 1.7650 2021-01-18 20:05:28,477 - mmaction - INFO - Epoch [6][2000/2147] lr: 5.135e-02, eta: 10 days, 19:30:23, time: 1.471, data_time: 0.012, memory: 16628, top1_acc: 0.1647, top5_acc: 0.3875, loss_cls: 4.0694, loss: 4.0694, grad_norm: 1.7822 2021-01-18 20:05:57,464 - mmaction - INFO - Epoch [6][2020/2147] lr: 5.140e-02, eta: 10 days, 19:25:44, time: 1.450, data_time: 0.006, memory: 16628, top1_acc: 0.1603, top5_acc: 0.3826, loss_cls: 4.0838, loss: 4.0838, grad_norm: 1.8042 2021-01-18 20:06:32,071 - mmaction - INFO - Epoch [6][2040/2147] lr: 5.145e-02, eta: 10 days, 19:25:01, time: 1.729, data_time: 0.004, memory: 16628, top1_acc: 0.1714, top5_acc: 0.3795, loss_cls: 4.1154, loss: 4.1154, grad_norm: 1.8530 2021-01-18 20:07:16,675 - mmaction - INFO - Epoch [6][2060/2147] lr: 5.150e-02, eta: 10 days, 19:31:14, time: 2.227, data_time: 0.061, memory: 16628, top1_acc: 0.1692, top5_acc: 0.3817, loss_cls: 4.0387, loss: 4.0387, grad_norm: 1.8077 2021-01-18 20:07:48,095 - mmaction - INFO - Epoch [6][2080/2147] lr: 5.155e-02, eta: 10 days, 19:28:21, time: 1.575, data_time: 0.019, memory: 16628, top1_acc: 0.1589, top5_acc: 0.3768, loss_cls: 4.1131, loss: 4.1131, grad_norm: 1.8005 2021-01-18 20:08:19,417 - mmaction - INFO - Epoch [6][2100/2147] lr: 5.160e-02, eta: 10 days, 19:25:14, time: 1.558, data_time: 0.008, memory: 16628, top1_acc: 0.1625, top5_acc: 0.4004, loss_cls: 3.9901, loss: 3.9901, grad_norm: 1.8029 2021-01-18 20:08:51,646 - mmaction - INFO - Epoch [6][2120/2147] lr: 5.165e-02, eta: 10 days, 19:23:00, time: 1.621, data_time: 0.014, memory: 16628, top1_acc: 0.1464, top5_acc: 0.3647, loss_cls: 4.1494, loss: 4.1494, grad_norm: 1.8305 2021-01-18 20:09:21,917 - mmaction - INFO - Epoch [6][2140/2147] lr: 5.170e-02, eta: 10 days, 19:19:16, time: 1.513, data_time: 0.003, memory: 16628, top1_acc: 0.1545, top5_acc: 0.3598, loss_cls: 4.1732, loss: 4.1732, grad_norm: 1.7916 2021-01-18 20:14:39,376 - mmaction - INFO - Epoch [7][20/2147] lr: 5.174e-02, eta: 10 days, 22:07:05, time: 14.507, data_time: 12.907, memory: 16628, top1_acc: 0.1656, top5_acc: 0.3826, loss_cls: 4.0505, loss: 4.0505, grad_norm: 1.7793 2021-01-18 20:15:10,019 - mmaction - INFO - Epoch [7][40/2147] lr: 5.179e-02, eta: 10 days, 22:03:24, time: 1.534, data_time: 0.007, memory: 16628, top1_acc: 0.1531, top5_acc: 0.3795, loss_cls: 4.0659, loss: 4.0659, grad_norm: 1.7991 2021-01-18 20:15:38,995 - mmaction - INFO - Epoch [7][60/2147] lr: 5.184e-02, eta: 10 days, 21:58:32, time: 1.448, data_time: 0.013, memory: 16628, top1_acc: 0.1696, top5_acc: 0.3920, loss_cls: 4.0078, loss: 4.0078, grad_norm: 1.8186 2021-01-18 20:16:08,876 - mmaction - INFO - Epoch [7][80/2147] lr: 5.189e-02, eta: 10 days, 21:54:21, time: 1.497, data_time: 0.004, memory: 16628, top1_acc: 0.1688, top5_acc: 0.3960, loss_cls: 4.0202, loss: 4.0202, grad_norm: 1.8609 2021-01-18 20:16:37,729 - mmaction - INFO - Epoch [7][100/2147] lr: 5.194e-02, eta: 10 days, 21:49:18, time: 1.433, data_time: 0.001, memory: 16628, top1_acc: 0.1491, top5_acc: 0.3647, loss_cls: 4.1224, loss: 4.1224, grad_norm: 1.8421 2021-01-18 20:17:13,714 - mmaction - INFO - Epoch [7][120/2147] lr: 5.199e-02, eta: 10 days, 21:49:22, time: 1.803, data_time: 0.086, memory: 16628, top1_acc: 0.1714, top5_acc: 0.3911, loss_cls: 3.9910, loss: 3.9910, grad_norm: 1.8409 2021-01-18 20:17:44,591 - mmaction - INFO - Epoch [7][140/2147] lr: 5.204e-02, eta: 10 days, 21:45:53, time: 1.546, data_time: 0.010, memory: 16628, top1_acc: 0.1826, top5_acc: 0.4013, loss_cls: 3.9961, loss: 3.9961, grad_norm: 1.8132 2021-01-18 20:18:16,345 - mmaction - INFO - Epoch [7][160/2147] lr: 5.209e-02, eta: 10 days, 21:43:01, time: 1.589, data_time: 0.006, memory: 16628, top1_acc: 0.1598, top5_acc: 0.3661, loss_cls: 4.1073, loss: 4.1073, grad_norm: 1.7988 2021-01-18 20:18:45,426 - mmaction - INFO - Epoch [7][180/2147] lr: 5.214e-02, eta: 10 days, 21:38:19, time: 1.455, data_time: 0.003, memory: 16628, top1_acc: 0.1714, top5_acc: 0.3777, loss_cls: 4.0271, loss: 4.0271, grad_norm: 1.8315 2021-01-18 20:19:16,144 - mmaction - INFO - Epoch [7][200/2147] lr: 5.218e-02, eta: 10 days, 21:34:44, time: 1.536, data_time: 0.003, memory: 16628, top1_acc: 0.1683, top5_acc: 0.3884, loss_cls: 4.0751, loss: 4.0751, grad_norm: 1.8656 2021-01-18 20:19:47,781 - mmaction - INFO - Epoch [7][220/2147] lr: 5.223e-02, eta: 10 days, 21:31:41, time: 1.574, data_time: 0.012, memory: 16628, top1_acc: 0.1719, top5_acc: 0.3790, loss_cls: 4.0747, loss: 4.0747, grad_norm: 1.8548 2021-01-18 20:20:20,564 - mmaction - INFO - Epoch [7][240/2147] lr: 5.228e-02, eta: 10 days, 21:29:35, time: 1.644, data_time: 0.011, memory: 16628, top1_acc: 0.1683, top5_acc: 0.3777, loss_cls: 4.0434, loss: 4.0434, grad_norm: 1.8232 2021-01-18 20:20:49,173 - mmaction - INFO - Epoch [7][260/2147] lr: 5.233e-02, eta: 10 days, 21:24:37, time: 1.433, data_time: 0.007, memory: 16628, top1_acc: 0.1714, top5_acc: 0.3817, loss_cls: 4.0346, loss: 4.0346, grad_norm: 1.8494 2021-01-18 20:21:22,233 - mmaction - INFO - Epoch [7][280/2147] lr: 5.238e-02, eta: 10 days, 21:22:14, time: 1.621, data_time: 0.003, memory: 16628, top1_acc: 0.1594, top5_acc: 0.3571, loss_cls: 4.1166, loss: 4.1166, grad_norm: 1.8376 2021-01-18 20:21:57,051 - mmaction - INFO - Epoch [7][300/2147] lr: 5.243e-02, eta: 10 days, 21:21:53, time: 1.771, data_time: 0.036, memory: 16628, top1_acc: 0.1540, top5_acc: 0.3629, loss_cls: 4.0981, loss: 4.0981, grad_norm: 1.8216 2021-01-18 20:22:27,151 - mmaction - INFO - Epoch [7][320/2147] lr: 5.248e-02, eta: 10 days, 21:17:55, time: 1.505, data_time: 0.004, memory: 16628, top1_acc: 0.1763, top5_acc: 0.3799, loss_cls: 4.0234, loss: 4.0234, grad_norm: 1.8136 2021-01-18 20:22:56,737 - mmaction - INFO - Epoch [7][340/2147] lr: 5.253e-02, eta: 10 days, 21:13:38, time: 1.480, data_time: 0.005, memory: 16628, top1_acc: 0.1540, top5_acc: 0.3683, loss_cls: 4.1014, loss: 4.1014, grad_norm: 1.8401 2021-01-18 20:23:28,921 - mmaction - INFO - Epoch [7][360/2147] lr: 5.258e-02, eta: 10 days, 21:11:02, time: 1.604, data_time: 0.005, memory: 16628, top1_acc: 0.1500, top5_acc: 0.3504, loss_cls: 4.1678, loss: 4.1678, grad_norm: 1.8130 2021-01-18 20:23:58,176 - mmaction - INFO - Epoch [7][380/2147] lr: 5.263e-02, eta: 10 days, 21:06:32, time: 1.461, data_time: 0.012, memory: 16628, top1_acc: 0.1781, top5_acc: 0.3804, loss_cls: 4.0179, loss: 4.0179, grad_norm: 1.7811 2021-01-18 20:24:27,036 - mmaction - INFO - Epoch [7][400/2147] lr: 5.268e-02, eta: 10 days, 21:01:51, time: 1.448, data_time: 0.010, memory: 16628, top1_acc: 0.1598, top5_acc: 0.3875, loss_cls: 4.0342, loss: 4.0342, grad_norm: 1.8093 2021-01-18 20:24:58,579 - mmaction - INFO - Epoch [7][420/2147] lr: 5.273e-02, eta: 10 days, 20:58:55, time: 1.578, data_time: 0.004, memory: 16628, top1_acc: 0.1710, top5_acc: 0.3710, loss_cls: 4.0787, loss: 4.0787, grad_norm: 1.7951 2021-01-18 20:25:27,309 - mmaction - INFO - Epoch [7][440/2147] lr: 5.278e-02, eta: 10 days, 20:54:08, time: 1.439, data_time: 0.005, memory: 16628, top1_acc: 0.1812, top5_acc: 0.4134, loss_cls: 3.9589, loss: 3.9589, grad_norm: 1.8459 2021-01-18 20:25:56,539 - mmaction - INFO - Epoch [7][460/2147] lr: 5.282e-02, eta: 10 days, 20:49:36, time: 1.457, data_time: 0.005, memory: 16628, top1_acc: 0.1710, top5_acc: 0.3942, loss_cls: 4.0097, loss: 4.0097, grad_norm: 1.8903 2021-01-18 20:26:29,784 - mmaction - INFO - Epoch [7][480/2147] lr: 5.287e-02, eta: 10 days, 20:47:47, time: 1.660, data_time: 0.009, memory: 16628, top1_acc: 0.1705, top5_acc: 0.3768, loss_cls: 4.0615, loss: 4.0615, grad_norm: 1.8676 2021-01-18 20:27:03,325 - mmaction - INFO - Epoch [7][500/2147] lr: 5.292e-02, eta: 10 days, 20:46:13, time: 1.676, data_time: 0.052, memory: 16628, top1_acc: 0.1616, top5_acc: 0.3692, loss_cls: 4.0809, loss: 4.0809, grad_norm: 1.8465 2021-01-18 20:27:33,048 - mmaction - INFO - Epoch [7][520/2147] lr: 5.297e-02, eta: 10 days, 20:42:10, time: 1.491, data_time: 0.012, memory: 16628, top1_acc: 0.1759, top5_acc: 0.3812, loss_cls: 4.0885, loss: 4.0885, grad_norm: 1.8182 2021-01-18 20:28:02,029 - mmaction - INFO - Epoch [7][540/2147] lr: 5.302e-02, eta: 10 days, 20:37:36, time: 1.451, data_time: 0.010, memory: 16628, top1_acc: 0.1781, top5_acc: 0.3982, loss_cls: 3.9869, loss: 3.9869, grad_norm: 1.7952 2021-01-18 20:28:30,614 - mmaction - INFO - Epoch [7][560/2147] lr: 5.307e-02, eta: 10 days, 20:32:44, time: 1.427, data_time: 0.005, memory: 16628, top1_acc: 0.1580, top5_acc: 0.3585, loss_cls: 4.1720, loss: 4.1720, grad_norm: 1.8302 2021-01-18 20:28:59,338 - mmaction - INFO - Epoch [7][580/2147] lr: 5.312e-02, eta: 10 days, 20:28:02, time: 1.439, data_time: 0.005, memory: 16628, top1_acc: 0.1741, top5_acc: 0.3920, loss_cls: 3.9992, loss: 3.9992, grad_norm: 1.8023 2021-01-18 20:29:28,787 - mmaction - INFO - Epoch [7][600/2147] lr: 5.317e-02, eta: 10 days, 20:23:46, time: 1.471, data_time: 0.001, memory: 16628, top1_acc: 0.1835, top5_acc: 0.3897, loss_cls: 4.0342, loss: 4.0342, grad_norm: 1.8354 2021-01-18 20:29:59,903 - mmaction - INFO - Epoch [7][620/2147] lr: 5.322e-02, eta: 10 days, 20:20:35, time: 1.553, data_time: 0.006, memory: 16628, top1_acc: 0.1714, top5_acc: 0.4049, loss_cls: 3.9874, loss: 3.9874, grad_norm: 1.8252 2021-01-18 20:30:28,420 - mmaction - INFO - Epoch [7][640/2147] lr: 5.327e-02, eta: 10 days, 20:15:48, time: 1.430, data_time: 0.007, memory: 16628, top1_acc: 0.1616, top5_acc: 0.3946, loss_cls: 4.0199, loss: 4.0199, grad_norm: 1.8473 2021-01-18 20:30:57,074 - mmaction - INFO - Epoch [7][660/2147] lr: 5.332e-02, eta: 10 days, 20:11:03, time: 1.432, data_time: 0.005, memory: 16628, top1_acc: 0.1750, top5_acc: 0.3929, loss_cls: 3.9953, loss: 3.9953, grad_norm: 1.8072 2021-01-18 20:31:29,114 - mmaction - INFO - Epoch [7][680/2147] lr: 5.337e-02, eta: 10 days, 20:08:34, time: 1.603, data_time: 0.003, memory: 16628, top1_acc: 0.1670, top5_acc: 0.3741, loss_cls: 4.0782, loss: 4.0782, grad_norm: 1.8327 2021-01-18 20:31:59,628 - mmaction - INFO - Epoch [7][700/2147] lr: 5.342e-02, eta: 10 days, 20:05:01, time: 1.521, data_time: 0.009, memory: 16628, top1_acc: 0.1661, top5_acc: 0.3853, loss_cls: 4.0783, loss: 4.0783, grad_norm: 1.8411 2021-01-18 20:32:32,244 - mmaction - INFO - Epoch [7][720/2147] lr: 5.347e-02, eta: 10 days, 20:02:54, time: 1.631, data_time: 0.009, memory: 16628, top1_acc: 0.1598, top5_acc: 0.3741, loss_cls: 4.0429, loss: 4.0429, grad_norm: 1.8324 2021-01-18 20:33:01,204 - mmaction - INFO - Epoch [7][740/2147] lr: 5.351e-02, eta: 10 days, 19:58:29, time: 1.453, data_time: 0.008, memory: 16628, top1_acc: 0.1848, top5_acc: 0.4000, loss_cls: 3.9728, loss: 3.9728, grad_norm: 1.8321 2021-01-18 20:33:33,000 - mmaction - INFO - Epoch [7][760/2147] lr: 5.356e-02, eta: 10 days, 19:55:50, time: 1.588, data_time: 0.002, memory: 16628, top1_acc: 0.1781, top5_acc: 0.3817, loss_cls: 4.0399, loss: 4.0399, grad_norm: 1.8245 2021-01-18 20:34:02,269 - mmaction - INFO - Epoch [7][780/2147] lr: 5.361e-02, eta: 10 days, 19:51:32, time: 1.462, data_time: 0.005, memory: 16628, top1_acc: 0.1656, top5_acc: 0.3835, loss_cls: 4.0329, loss: 4.0329, grad_norm: 1.8418 2021-01-18 20:34:37,300 - mmaction - INFO - Epoch [7][800/2147] lr: 5.366e-02, eta: 10 days, 19:50:59, time: 1.748, data_time: 0.005, memory: 16628, top1_acc: 0.1625, top5_acc: 0.3879, loss_cls: 4.0375, loss: 4.0375, grad_norm: 1.8303 2021-01-18 20:35:06,009 - mmaction - INFO - Epoch [7][820/2147] lr: 5.371e-02, eta: 10 days, 19:46:25, time: 1.440, data_time: 0.009, memory: 16628, top1_acc: 0.1750, top5_acc: 0.4094, loss_cls: 3.9330, loss: 3.9330, grad_norm: 1.7967 2021-01-18 20:35:34,785 - mmaction - INFO - Epoch [7][840/2147] lr: 5.376e-02, eta: 10 days, 19:41:52, time: 1.440, data_time: 0.005, memory: 16628, top1_acc: 0.1629, top5_acc: 0.3790, loss_cls: 4.0566, loss: 4.0566, grad_norm: 1.8514 2021-01-18 20:36:06,717 - mmaction - INFO - Epoch [7][860/2147] lr: 5.381e-02, eta: 10 days, 19:39:22, time: 1.597, data_time: 0.005, memory: 16628, top1_acc: 0.1701, top5_acc: 0.4080, loss_cls: 4.0279, loss: 4.0279, grad_norm: 1.8796 2021-01-18 20:36:36,731 - mmaction - INFO - Epoch [7][880/2147] lr: 5.386e-02, eta: 10 days, 19:35:32, time: 1.494, data_time: 0.002, memory: 16628, top1_acc: 0.1701, top5_acc: 0.3879, loss_cls: 4.0474, loss: 4.0474, grad_norm: 1.8400 2021-01-18 20:37:13,118 - mmaction - INFO - Epoch [7][900/2147] lr: 5.391e-02, eta: 10 days, 19:35:59, time: 1.824, data_time: 0.010, memory: 16628, top1_acc: 0.1696, top5_acc: 0.3960, loss_cls: 3.9747, loss: 3.9747, grad_norm: 1.8483 2021-01-18 20:37:42,068 - mmaction - INFO - Epoch [7][920/2147] lr: 5.396e-02, eta: 10 days, 19:31:34, time: 1.446, data_time: 0.006, memory: 16628, top1_acc: 0.1812, top5_acc: 0.4009, loss_cls: 3.9619, loss: 3.9619, grad_norm: 1.8465 2021-01-18 20:38:15,297 - mmaction - INFO - Epoch [7][940/2147] lr: 5.401e-02, eta: 10 days, 19:29:56, time: 1.663, data_time: 0.011, memory: 16628, top1_acc: 0.1737, top5_acc: 0.3973, loss_cls: 3.9605, loss: 3.9605, grad_norm: 1.8498 2021-01-18 20:38:44,960 - mmaction - INFO - Epoch [7][960/2147] lr: 5.406e-02, eta: 10 days, 19:25:56, time: 1.479, data_time: 0.005, memory: 16628, top1_acc: 0.1812, top5_acc: 0.4058, loss_cls: 3.9576, loss: 3.9576, grad_norm: 1.8475 2021-01-18 20:39:15,517 - mmaction - INFO - Epoch [7][980/2147] lr: 5.411e-02, eta: 10 days, 19:22:39, time: 1.534, data_time: 0.009, memory: 16628, top1_acc: 0.1826, top5_acc: 0.4031, loss_cls: 4.0021, loss: 4.0021, grad_norm: 1.8760 2021-01-18 20:39:49,168 - mmaction - INFO - Epoch [7][1000/2147] lr: 5.415e-02, eta: 10 days, 19:21:15, time: 1.679, data_time: 0.005, memory: 16628, top1_acc: 0.1625, top5_acc: 0.3839, loss_cls: 4.0429, loss: 4.0429, grad_norm: 1.8721 2021-01-18 20:40:17,982 - mmaction - INFO - Epoch [7][1020/2147] lr: 5.420e-02, eta: 10 days, 19:16:50, time: 1.444, data_time: 0.008, memory: 16628, top1_acc: 0.1705, top5_acc: 0.3991, loss_cls: 4.0100, loss: 4.0100, grad_norm: 1.8589 2021-01-18 20:40:50,527 - mmaction - INFO - Epoch [7][1040/2147] lr: 5.425e-02, eta: 10 days, 19:14:46, time: 1.626, data_time: 0.005, memory: 16628, top1_acc: 0.1612, top5_acc: 0.3844, loss_cls: 4.0595, loss: 4.0595, grad_norm: 1.8362 2021-01-18 20:41:19,916 - mmaction - INFO - Epoch [7][1060/2147] lr: 5.430e-02, eta: 10 days, 19:10:39, time: 1.467, data_time: 0.004, memory: 16628, top1_acc: 0.1696, top5_acc: 0.3808, loss_cls: 4.0428, loss: 4.0428, grad_norm: 1.8066 2021-01-18 20:41:55,587 - mmaction - INFO - Epoch [7][1080/2147] lr: 5.435e-02, eta: 10 days, 19:10:37, time: 1.784, data_time: 0.024, memory: 16628, top1_acc: 0.1777, top5_acc: 0.3848, loss_cls: 4.0456, loss: 4.0456, grad_norm: 1.8142 2021-01-18 20:42:29,741 - mmaction - INFO - Epoch [7][1100/2147] lr: 5.440e-02, eta: 10 days, 19:09:32, time: 1.702, data_time: 0.011, memory: 16628, top1_acc: 0.1884, top5_acc: 0.3960, loss_cls: 3.9542, loss: 3.9542, grad_norm: 1.8070 2021-01-18 20:43:00,163 - mmaction - INFO - Epoch [7][1120/2147] lr: 5.445e-02, eta: 10 days, 19:06:08, time: 1.520, data_time: 0.019, memory: 16628, top1_acc: 0.1777, top5_acc: 0.4103, loss_cls: 3.9552, loss: 3.9552, grad_norm: 1.8198 2021-01-18 20:43:31,757 - mmaction - INFO - Epoch [7][1140/2147] lr: 5.450e-02, eta: 10 days, 19:03:33, time: 1.585, data_time: 0.013, memory: 16628, top1_acc: 0.1763, top5_acc: 0.3848, loss_cls: 4.0325, loss: 4.0325, grad_norm: 1.8163 2021-01-18 20:44:04,319 - mmaction - INFO - Epoch [7][1160/2147] lr: 5.455e-02, eta: 10 days, 19:01:30, time: 1.625, data_time: 0.008, memory: 16628, top1_acc: 0.1737, top5_acc: 0.3879, loss_cls: 4.0363, loss: 4.0363, grad_norm: 1.8325 2021-01-18 20:44:33,465 - mmaction - INFO - Epoch [7][1180/2147] lr: 5.460e-02, eta: 10 days, 18:57:24, time: 1.464, data_time: 0.015, memory: 16628, top1_acc: 0.1661, top5_acc: 0.3871, loss_cls: 4.0481, loss: 4.0481, grad_norm: 1.8165 2021-01-18 20:45:04,062 - mmaction - INFO - Epoch [7][1200/2147] lr: 5.465e-02, eta: 10 days, 18:54:10, time: 1.532, data_time: 0.008, memory: 16628, top1_acc: 0.1826, top5_acc: 0.3879, loss_cls: 4.0028, loss: 4.0028, grad_norm: 1.8219 2021-01-18 20:45:33,955 - mmaction - INFO - Epoch [7][1220/2147] lr: 5.470e-02, eta: 10 days, 18:50:28, time: 1.494, data_time: 0.002, memory: 16628, top1_acc: 0.1826, top5_acc: 0.4004, loss_cls: 4.0546, loss: 4.0546, grad_norm: 1.8694 2021-01-18 20:46:09,373 - mmaction - INFO - Epoch [7][1240/2147] lr: 5.475e-02, eta: 10 days, 18:50:08, time: 1.759, data_time: 0.002, memory: 16628, top1_acc: 0.1786, top5_acc: 0.4031, loss_cls: 3.9671, loss: 3.9671, grad_norm: 1.8287 2021-01-18 20:46:41,165 - mmaction - INFO - Epoch [7][1260/2147] lr: 5.479e-02, eta: 10 days, 18:47:26, time: 1.572, data_time: 0.050, memory: 16628, top1_acc: 0.1710, top5_acc: 0.3973, loss_cls: 3.9712, loss: 3.9712, grad_norm: 1.8210 2021-01-18 20:47:14,644 - mmaction - INFO - Epoch [7][1280/2147] lr: 5.484e-02, eta: 10 days, 18:46:21, time: 1.700, data_time: 0.033, memory: 16628, top1_acc: 0.1830, top5_acc: 0.3991, loss_cls: 3.9887, loss: 3.9887, grad_norm: 1.8133 2021-01-18 20:47:46,834 - mmaction - INFO - Epoch [7][1300/2147] lr: 5.489e-02, eta: 10 days, 18:44:03, time: 1.602, data_time: 0.010, memory: 16628, top1_acc: 0.1737, top5_acc: 0.4058, loss_cls: 3.9310, loss: 3.9310, grad_norm: 1.8035 2021-01-18 20:48:18,132 - mmaction - INFO - Epoch [7][1320/2147] lr: 5.494e-02, eta: 10 days, 18:41:17, time: 1.565, data_time: 0.012, memory: 16628, top1_acc: 0.1808, top5_acc: 0.4112, loss_cls: 3.9138, loss: 3.9138, grad_norm: 1.8813 2021-01-18 20:48:47,477 - mmaction - INFO - Epoch [7][1340/2147] lr: 5.499e-02, eta: 10 days, 18:37:25, time: 1.477, data_time: 0.016, memory: 16628, top1_acc: 0.1808, top5_acc: 0.4058, loss_cls: 3.9615, loss: 3.9615, grad_norm: 1.8692 2021-01-18 20:49:16,964 - mmaction - INFO - Epoch [7][1360/2147] lr: 5.504e-02, eta: 10 days, 18:33:30, time: 1.473, data_time: 0.001, memory: 16628, top1_acc: 0.1857, top5_acc: 0.3924, loss_cls: 3.9876, loss: 3.9876, grad_norm: 1.8852 2021-01-18 20:49:46,279 - mmaction - INFO - Epoch [7][1380/2147] lr: 5.509e-02, eta: 10 days, 18:29:30, time: 1.465, data_time: 0.004, memory: 16628, top1_acc: 0.1705, top5_acc: 0.4018, loss_cls: 4.0108, loss: 4.0108, grad_norm: 1.8377 2021-01-18 20:50:14,965 - mmaction - INFO - Epoch [7][1400/2147] lr: 5.514e-02, eta: 10 days, 18:25:09, time: 1.436, data_time: 0.004, memory: 16628, top1_acc: 0.1942, top5_acc: 0.4174, loss_cls: 3.9544, loss: 3.9544, grad_norm: 1.8450 2021-01-18 20:50:49,591 - mmaction - INFO - Epoch [7][1420/2147] lr: 5.519e-02, eta: 10 days, 18:24:22, time: 1.722, data_time: 0.007, memory: 16628, top1_acc: 0.1580, top5_acc: 0.3884, loss_cls: 3.9998, loss: 3.9998, grad_norm: 1.8154 2021-01-18 20:51:21,966 - mmaction - INFO - Epoch [7][1440/2147] lr: 5.524e-02, eta: 10 days, 18:22:20, time: 1.621, data_time: 0.013, memory: 16628, top1_acc: 0.1754, top5_acc: 0.3996, loss_cls: 3.9549, loss: 3.9549, grad_norm: 1.8137 2021-01-18 20:51:51,930 - mmaction - INFO - Epoch [7][1460/2147] lr: 5.529e-02, eta: 10 days, 18:18:52, time: 1.505, data_time: 0.009, memory: 16628, top1_acc: 0.1674, top5_acc: 0.3875, loss_cls: 4.0368, loss: 4.0368, grad_norm: 1.8209 2021-01-18 20:52:23,441 - mmaction - INFO - Epoch [7][1480/2147] lr: 5.534e-02, eta: 10 days, 18:16:16, time: 1.575, data_time: 0.004, memory: 16628, top1_acc: 0.1826, top5_acc: 0.4076, loss_cls: 3.9888, loss: 3.9888, grad_norm: 1.8330 2021-01-18 20:52:52,706 - mmaction - INFO - Epoch [7][1500/2147] lr: 5.539e-02, eta: 10 days, 18:12:18, time: 1.465, data_time: 0.005, memory: 16628, top1_acc: 0.1893, top5_acc: 0.3951, loss_cls: 3.9945, loss: 3.9945, grad_norm: 1.8486 2021-01-18 20:53:21,437 - mmaction - INFO - Epoch [7][1520/2147] lr: 5.544e-02, eta: 10 days, 18:08:01, time: 1.437, data_time: 0.004, memory: 16628, top1_acc: 0.1795, top5_acc: 0.3964, loss_cls: 4.0096, loss: 4.0096, grad_norm: 1.8763 2021-01-18 20:53:53,511 - mmaction - INFO - Epoch [7][1540/2147] lr: 5.548e-02, eta: 10 days, 18:05:44, time: 1.600, data_time: 0.002, memory: 16628, top1_acc: 0.1853, top5_acc: 0.3991, loss_cls: 3.9681, loss: 3.9681, grad_norm: 1.8025 2021-01-18 20:54:21,924 - mmaction - INFO - Epoch [7][1560/2147] lr: 5.553e-02, eta: 10 days, 18:01:19, time: 1.424, data_time: 0.006, memory: 16628, top1_acc: 0.1781, top5_acc: 0.4049, loss_cls: 3.9747, loss: 3.9747, grad_norm: 1.8457 2021-01-18 20:54:52,352 - mmaction - INFO - Epoch [7][1580/2147] lr: 5.558e-02, eta: 10 days, 17:58:05, time: 1.520, data_time: 0.004, memory: 16628, top1_acc: 0.1884, top5_acc: 0.4040, loss_cls: 3.9545, loss: 3.9545, grad_norm: 1.8538 2021-01-18 20:55:21,946 - mmaction - INFO - Epoch [7][1600/2147] lr: 5.563e-02, eta: 10 days, 17:54:20, time: 1.479, data_time: 0.005, memory: 16628, top1_acc: 0.1866, top5_acc: 0.3879, loss_cls: 3.9905, loss: 3.9905, grad_norm: 1.8453 2021-01-18 20:55:50,722 - mmaction - INFO - Epoch [7][1620/2147] lr: 5.568e-02, eta: 10 days, 17:50:09, time: 1.441, data_time: 0.004, memory: 16628, top1_acc: 0.1853, top5_acc: 0.4085, loss_cls: 3.9135, loss: 3.9135, grad_norm: 1.8545 2021-01-18 20:56:19,264 - mmaction - INFO - Epoch [7][1640/2147] lr: 5.573e-02, eta: 10 days, 17:45:46, time: 1.425, data_time: 0.004, memory: 16628, top1_acc: 0.1759, top5_acc: 0.4022, loss_cls: 4.0172, loss: 4.0172, grad_norm: 1.8242 2021-01-18 20:57:01,066 - mmaction - INFO - Epoch [7][1660/2147] lr: 5.578e-02, eta: 10 days, 17:49:29, time: 2.084, data_time: 0.009, memory: 16628, top1_acc: 0.1817, top5_acc: 0.4147, loss_cls: 3.9273, loss: 3.9273, grad_norm: 1.8029 2021-01-18 20:57:33,537 - mmaction - INFO - Epoch [7][1680/2147] lr: 5.583e-02, eta: 10 days, 17:47:35, time: 1.627, data_time: 0.010, memory: 16628, top1_acc: 0.1714, top5_acc: 0.3875, loss_cls: 4.0199, loss: 4.0199, grad_norm: 1.8257 2021-01-18 20:58:02,159 - mmaction - INFO - Epoch [7][1700/2147] lr: 5.588e-02, eta: 10 days, 17:43:21, time: 1.435, data_time: 0.006, memory: 16628, top1_acc: 0.1848, top5_acc: 0.4107, loss_cls: 3.9116, loss: 3.9116, grad_norm: 1.8422 2021-01-18 20:58:30,521 - mmaction - INFO - Epoch [7][1720/2147] lr: 5.593e-02, eta: 10 days, 17:38:55, time: 1.419, data_time: 0.002, memory: 16628, top1_acc: 0.1714, top5_acc: 0.4062, loss_cls: 4.0051, loss: 4.0051, grad_norm: 1.8444 2021-01-18 20:59:02,769 - mmaction - INFO - Epoch [7][1740/2147] lr: 5.598e-02, eta: 10 days, 17:36:47, time: 1.607, data_time: 0.003, memory: 16628, top1_acc: 0.1826, top5_acc: 0.3942, loss_cls: 3.9942, loss: 3.9942, grad_norm: 1.8218 2021-01-18 20:59:35,235 - mmaction - INFO - Epoch [7][1760/2147] lr: 5.603e-02, eta: 10 days, 17:34:56, time: 1.628, data_time: 0.012, memory: 16628, top1_acc: 0.1911, top5_acc: 0.4036, loss_cls: 3.9203, loss: 3.9203, grad_norm: 1.8395 2021-01-18 21:00:04,286 - mmaction - INFO - Epoch [7][1780/2147] lr: 5.608e-02, eta: 10 days, 17:30:57, time: 1.453, data_time: 0.003, memory: 16628, top1_acc: 0.1826, top5_acc: 0.4103, loss_cls: 3.9474, loss: 3.9474, grad_norm: 1.8740 2021-01-18 21:00:38,854 - mmaction - INFO - Epoch [7][1800/2147] lr: 5.612e-02, eta: 10 days, 17:30:18, time: 1.727, data_time: 0.003, memory: 16628, top1_acc: 0.1795, top5_acc: 0.4138, loss_cls: 3.9010, loss: 3.9010, grad_norm: 1.8767 2021-01-18 21:01:08,456 - mmaction - INFO - Epoch [7][1820/2147] lr: 5.617e-02, eta: 10 days, 17:26:36, time: 1.476, data_time: 0.006, memory: 16628, top1_acc: 0.2054, top5_acc: 0.4076, loss_cls: 3.8964, loss: 3.8964, grad_norm: 1.8737 2021-01-18 21:01:45,516 - mmaction - INFO - Epoch [7][1840/2147] lr: 5.622e-02, eta: 10 days, 17:27:32, time: 1.858, data_time: 0.013, memory: 16628, top1_acc: 0.1830, top5_acc: 0.4000, loss_cls: 3.9718, loss: 3.9718, grad_norm: 1.9183 2021-01-18 21:02:18,020 - mmaction - INFO - Epoch [7][1860/2147] lr: 5.627e-02, eta: 10 days, 17:25:37, time: 1.621, data_time: 0.005, memory: 16628, top1_acc: 0.1830, top5_acc: 0.4018, loss_cls: 3.9455, loss: 3.9455, grad_norm: 1.8302 2021-01-18 21:02:53,462 - mmaction - INFO - Epoch [7][1880/2147] lr: 5.632e-02, eta: 10 days, 17:25:29, time: 1.770, data_time: 0.013, memory: 16628, top1_acc: 0.1781, top5_acc: 0.4004, loss_cls: 3.9435, loss: 3.9435, grad_norm: 1.8705 2021-01-18 21:03:22,546 - mmaction - INFO - Epoch [7][1900/2147] lr: 5.637e-02, eta: 10 days, 17:21:37, time: 1.459, data_time: 0.038, memory: 16628, top1_acc: 0.1804, top5_acc: 0.3821, loss_cls: 4.0100, loss: 4.0100, grad_norm: 1.8672 2021-01-18 21:03:53,522 - mmaction - INFO - Epoch [7][1920/2147] lr: 5.642e-02, eta: 10 days, 17:18:50, time: 1.549, data_time: 0.004, memory: 16628, top1_acc: 0.1629, top5_acc: 0.3768, loss_cls: 4.0339, loss: 4.0339, grad_norm: 1.8592 2021-01-18 21:04:27,574 - mmaction - INFO - Epoch [7][1940/2147] lr: 5.647e-02, eta: 10 days, 17:17:52, time: 1.700, data_time: 0.007, memory: 16628, top1_acc: 0.1808, top5_acc: 0.4089, loss_cls: 3.9566, loss: 3.9566, grad_norm: 1.8048 2021-01-18 21:04:59,306 - mmaction - INFO - Epoch [7][1960/2147] lr: 5.652e-02, eta: 10 days, 17:15:35, time: 1.589, data_time: 0.007, memory: 16628, top1_acc: 0.1929, top5_acc: 0.4085, loss_cls: 3.9014, loss: 3.9014, grad_norm: 1.7991 2021-01-18 21:05:30,380 - mmaction - INFO - Epoch [7][1980/2147] lr: 5.657e-02, eta: 10 days, 17:12:50, time: 1.550, data_time: 0.005, memory: 16628, top1_acc: 0.1924, top5_acc: 0.4022, loss_cls: 3.9105, loss: 3.9105, grad_norm: 1.8297 2021-01-18 21:06:00,634 - mmaction - INFO - Epoch [7][2000/2147] lr: 5.662e-02, eta: 10 days, 17:09:40, time: 1.516, data_time: 0.007, memory: 16628, top1_acc: 0.1826, top5_acc: 0.3973, loss_cls: 3.9763, loss: 3.9763, grad_norm: 1.8443 2021-01-18 21:06:29,914 - mmaction - INFO - Epoch [7][2020/2147] lr: 5.667e-02, eta: 10 days, 17:05:55, time: 1.465, data_time: 0.004, memory: 16628, top1_acc: 0.1866, top5_acc: 0.4134, loss_cls: 3.9337, loss: 3.9337, grad_norm: 1.8251 2021-01-18 21:07:07,298 - mmaction - INFO - Epoch [7][2040/2147] lr: 5.672e-02, eta: 10 days, 17:06:53, time: 1.861, data_time: 0.009, memory: 16628, top1_acc: 0.1996, top5_acc: 0.4304, loss_cls: 3.8657, loss: 3.8657, grad_norm: 1.8748 2021-01-18 21:07:36,525 - mmaction - INFO - Epoch [7][2060/2147] lr: 5.676e-02, eta: 10 days, 17:03:09, time: 1.467, data_time: 0.015, memory: 16628, top1_acc: 0.1786, top5_acc: 0.4089, loss_cls: 3.9579, loss: 3.9579, grad_norm: 1.8685 2021-01-18 21:08:05,340 - mmaction - INFO - Epoch [7][2080/2147] lr: 5.681e-02, eta: 10 days, 16:59:08, time: 1.441, data_time: 0.006, memory: 16628, top1_acc: 0.1871, top5_acc: 0.4098, loss_cls: 3.9254, loss: 3.9254, grad_norm: 1.8304 2021-01-18 21:08:35,909 - mmaction - INFO - Epoch [7][2100/2147] lr: 5.686e-02, eta: 10 days, 16:56:07, time: 1.526, data_time: 0.006, memory: 16628, top1_acc: 0.1768, top5_acc: 0.4125, loss_cls: 3.9042, loss: 3.9042, grad_norm: 1.8633 2021-01-18 21:09:08,234 - mmaction - INFO - Epoch [7][2120/2147] lr: 5.691e-02, eta: 10 days, 16:54:13, time: 1.618, data_time: 0.008, memory: 16628, top1_acc: 0.1795, top5_acc: 0.3996, loss_cls: 4.0012, loss: 4.0012, grad_norm: 1.8469 2021-01-18 21:09:36,872 - mmaction - INFO - Epoch [7][2140/2147] lr: 5.696e-02, eta: 10 days, 16:50:09, time: 1.436, data_time: 0.009, memory: 16628, top1_acc: 0.1857, top5_acc: 0.4040, loss_cls: 3.9701, loss: 3.9701, grad_norm: 1.8563 2021-01-18 21:14:53,833 - mmaction - INFO - Epoch [8][20/2147] lr: 5.700e-02, eta: 10 days, 19:12:11, time: 14.396, data_time: 12.700, memory: 16628, top1_acc: 0.1960, top5_acc: 0.4299, loss_cls: 3.8630, loss: 3.8630, grad_norm: 1.8654 2021-01-18 21:15:22,396 - mmaction - INFO - Epoch [8][40/2147] lr: 5.705e-02, eta: 10 days, 19:07:52, time: 1.429, data_time: 0.005, memory: 16628, top1_acc: 0.1839, top5_acc: 0.4165, loss_cls: 3.9259, loss: 3.9259, grad_norm: 1.8732 2021-01-18 21:15:52,646 - mmaction - INFO - Epoch [8][60/2147] lr: 5.710e-02, eta: 10 days, 19:04:32, time: 1.513, data_time: 0.001, memory: 16628, top1_acc: 0.1853, top5_acc: 0.4272, loss_cls: 3.8701, loss: 3.8701, grad_norm: 1.8375 2021-01-18 21:16:22,815 - mmaction - INFO - Epoch [8][80/2147] lr: 5.715e-02, eta: 10 days, 19:01:09, time: 1.508, data_time: 0.004, memory: 16628, top1_acc: 0.2031, top5_acc: 0.4406, loss_cls: 3.8000, loss: 3.8000, grad_norm: 1.8436 2021-01-18 21:16:55,356 - mmaction - INFO - Epoch [8][100/2147] lr: 5.720e-02, eta: 10 days, 18:59:12, time: 1.627, data_time: 0.004, memory: 16628, top1_acc: 0.1799, top5_acc: 0.4116, loss_cls: 3.9350, loss: 3.9350, grad_norm: 1.8877 2021-01-18 21:17:24,820 - mmaction - INFO - Epoch [8][120/2147] lr: 5.725e-02, eta: 10 days, 18:55:25, time: 1.473, data_time: 0.002, memory: 16628, top1_acc: 0.1777, top5_acc: 0.4183, loss_cls: 3.8998, loss: 3.8998, grad_norm: 1.8710 2021-01-18 21:17:53,797 - mmaction - INFO - Epoch [8][140/2147] lr: 5.730e-02, eta: 10 days, 18:51:22, time: 1.449, data_time: 0.002, memory: 16628, top1_acc: 0.1737, top5_acc: 0.4000, loss_cls: 3.9446, loss: 3.9446, grad_norm: 1.8584 2021-01-18 21:18:22,794 - mmaction - INFO - Epoch [8][160/2147] lr: 5.734e-02, eta: 10 days, 18:47:20, time: 1.449, data_time: 0.004, memory: 16628, top1_acc: 0.1848, top5_acc: 0.3996, loss_cls: 3.9369, loss: 3.9369, grad_norm: 1.8465 2021-01-18 21:18:55,759 - mmaction - INFO - Epoch [8][180/2147] lr: 5.739e-02, eta: 10 days, 18:45:37, time: 1.645, data_time: 0.003, memory: 16628, top1_acc: 0.1701, top5_acc: 0.4018, loss_cls: 3.9413, loss: 3.9413, grad_norm: 1.8643 2021-01-18 21:19:27,908 - mmaction - INFO - Epoch [8][200/2147] lr: 5.744e-02, eta: 10 days, 18:43:26, time: 1.607, data_time: 0.010, memory: 16628, top1_acc: 0.1924, top5_acc: 0.4232, loss_cls: 3.8747, loss: 3.8747, grad_norm: 1.8531 2021-01-18 21:19:56,504 - mmaction - INFO - Epoch [8][220/2147] lr: 5.749e-02, eta: 10 days, 18:39:15, time: 1.435, data_time: 0.010, memory: 16628, top1_acc: 0.1848, top5_acc: 0.4107, loss_cls: 3.9465, loss: 3.9465, grad_norm: 1.8894 2021-01-18 21:20:25,376 - mmaction - INFO - Epoch [8][240/2147] lr: 5.754e-02, eta: 10 days, 18:35:11, time: 1.444, data_time: 0.007, memory: 16628, top1_acc: 0.1830, top5_acc: 0.4125, loss_cls: 3.8977, loss: 3.8977, grad_norm: 1.8581 2021-01-18 21:20:53,943 - mmaction - INFO - Epoch [8][260/2147] lr: 5.759e-02, eta: 10 days, 18:30:57, time: 1.428, data_time: 0.002, memory: 16628, top1_acc: 0.1987, top5_acc: 0.4116, loss_cls: 3.8914, loss: 3.8914, grad_norm: 1.8561 2021-01-18 21:21:23,712 - mmaction - INFO - Epoch [8][280/2147] lr: 5.764e-02, eta: 10 days, 18:27:21, time: 1.481, data_time: 0.002, memory: 16628, top1_acc: 0.1902, top5_acc: 0.4241, loss_cls: 3.8915, loss: 3.8915, grad_norm: 1.8776 2021-01-18 21:22:06,540 - mmaction - INFO - Epoch [8][300/2147] lr: 5.769e-02, eta: 10 days, 18:31:24, time: 2.141, data_time: 0.009, memory: 16628, top1_acc: 0.1920, top5_acc: 0.4022, loss_cls: 3.9212, loss: 3.9212, grad_norm: 1.8632 2021-01-18 21:22:35,974 - mmaction - INFO - Epoch [8][320/2147] lr: 5.774e-02, eta: 10 days, 18:27:46, time: 1.479, data_time: 0.011, memory: 16628, top1_acc: 0.2085, top5_acc: 0.4554, loss_cls: 3.7481, loss: 3.7481, grad_norm: 1.8704 2021-01-18 21:23:04,681 - mmaction - INFO - Epoch [8][340/2147] lr: 5.779e-02, eta: 10 days, 18:23:39, time: 1.436, data_time: 0.002, memory: 16628, top1_acc: 0.2089, top5_acc: 0.4228, loss_cls: 3.8405, loss: 3.8405, grad_norm: 1.9412 2021-01-18 21:23:34,136 - mmaction - INFO - Epoch [8][360/2147] lr: 5.784e-02, eta: 10 days, 18:19:57, time: 1.472, data_time: 0.002, memory: 16628, top1_acc: 0.2076, top5_acc: 0.4366, loss_cls: 3.8371, loss: 3.8371, grad_norm: 1.8811 2021-01-18 21:24:03,826 - mmaction - INFO - Epoch [8][380/2147] lr: 5.789e-02, eta: 10 days, 18:16:18, time: 1.475, data_time: 0.003, memory: 16628, top1_acc: 0.2018, top5_acc: 0.4228, loss_cls: 3.8683, loss: 3.8683, grad_norm: 1.8745 2021-01-18 21:24:32,954 - mmaction - INFO - Epoch [8][400/2147] lr: 5.794e-02, eta: 10 days, 18:12:33, time: 1.466, data_time: 0.018, memory: 16628, top1_acc: 0.1951, top5_acc: 0.4170, loss_cls: 3.8878, loss: 3.8878, grad_norm: 1.8872 2021-01-18 21:25:01,726 - mmaction - INFO - Epoch [8][420/2147] lr: 5.798e-02, eta: 10 days, 18:08:31, time: 1.439, data_time: 0.002, memory: 16628, top1_acc: 0.1942, top5_acc: 0.4076, loss_cls: 3.9069, loss: 3.9069, grad_norm: 1.8337 2021-01-18 21:25:30,270 - mmaction - INFO - Epoch [8][440/2147] lr: 5.803e-02, eta: 10 days, 18:04:20, time: 1.427, data_time: 0.002, memory: 16628, top1_acc: 0.1866, top5_acc: 0.4161, loss_cls: 3.9093, loss: 3.9093, grad_norm: 1.8453 2021-01-18 21:25:58,772 - mmaction - INFO - Epoch [8][460/2147] lr: 5.808e-02, eta: 10 days, 18:00:08, time: 1.425, data_time: 0.001, memory: 16628, top1_acc: 0.1960, top5_acc: 0.4156, loss_cls: 3.8629, loss: 3.8629, grad_norm: 1.8534 2021-01-18 21:26:30,805 - mmaction - INFO - Epoch [8][480/2147] lr: 5.813e-02, eta: 10 days, 17:57:59, time: 1.601, data_time: 0.008, memory: 16628, top1_acc: 0.2004, top5_acc: 0.4210, loss_cls: 3.8760, loss: 3.8760, grad_norm: 1.8987 2021-01-18 21:27:04,651 - mmaction - INFO - Epoch [8][500/2147] lr: 5.818e-02, eta: 10 days, 17:56:52, time: 1.693, data_time: 0.004, memory: 16628, top1_acc: 0.1978, top5_acc: 0.4196, loss_cls: 3.8911, loss: 3.8911, grad_norm: 1.8519 2021-01-18 21:27:36,336 - mmaction - INFO - Epoch [8][520/2147] lr: 5.823e-02, eta: 10 days, 17:54:30, time: 1.583, data_time: 0.002, memory: 16628, top1_acc: 0.1973, top5_acc: 0.4161, loss_cls: 3.9234, loss: 3.9234, grad_norm: 1.8481 2021-01-18 21:28:05,761 - mmaction - INFO - Epoch [8][540/2147] lr: 5.828e-02, eta: 10 days, 17:50:52, time: 1.471, data_time: 0.004, memory: 16628, top1_acc: 0.1955, top5_acc: 0.4129, loss_cls: 3.8997, loss: 3.8997, grad_norm: 1.8537 2021-01-18 21:28:36,795 - mmaction - INFO - Epoch [8][560/2147] lr: 5.833e-02, eta: 10 days, 17:48:11, time: 1.554, data_time: 0.005, memory: 16628, top1_acc: 0.1866, top5_acc: 0.3982, loss_cls: 3.9197, loss: 3.9197, grad_norm: 1.8820 2021-01-18 21:29:05,552 - mmaction - INFO - Epoch [8][580/2147] lr: 5.838e-02, eta: 10 days, 17:44:11, time: 1.438, data_time: 0.001, memory: 16628, top1_acc: 0.2085, top5_acc: 0.4272, loss_cls: 3.8712, loss: 3.8712, grad_norm: 1.8614 2021-01-18 21:29:39,909 - mmaction - INFO - Epoch [8][600/2147] lr: 5.843e-02, eta: 10 days, 17:43:22, time: 1.717, data_time: 0.005, memory: 16628, top1_acc: 0.2031, top5_acc: 0.4402, loss_cls: 3.8340, loss: 3.8340, grad_norm: 1.8981 2021-01-18 21:30:09,375 - mmaction - INFO - Epoch [8][620/2147] lr: 5.848e-02, eta: 10 days, 17:39:46, time: 1.471, data_time: 0.003, memory: 16628, top1_acc: 0.1991, top5_acc: 0.4237, loss_cls: 3.8395, loss: 3.8395, grad_norm: 1.9213 2021-01-18 21:30:41,006 - mmaction - INFO - Epoch [8][640/2147] lr: 5.853e-02, eta: 10 days, 17:37:26, time: 1.583, data_time: 0.014, memory: 16628, top1_acc: 0.2094, top5_acc: 0.4326, loss_cls: 3.8819, loss: 3.8819, grad_norm: 1.8889 2021-01-18 21:31:11,799 - mmaction - INFO - Epoch [8][660/2147] lr: 5.858e-02, eta: 10 days, 17:34:32, time: 1.532, data_time: 0.004, memory: 16628, top1_acc: 0.1938, top5_acc: 0.4134, loss_cls: 3.8927, loss: 3.8927, grad_norm: 1.9101 2021-01-18 21:31:58,279 - mmaction - INFO - Epoch [8][680/2147] lr: 5.862e-02, eta: 10 days, 17:40:34, time: 2.321, data_time: 0.011, memory: 16628, top1_acc: 0.1821, top5_acc: 0.4254, loss_cls: 3.8589, loss: 3.8589, grad_norm: 1.9026 2021-01-18 21:32:28,113 - mmaction - INFO - Epoch [8][700/2147] lr: 5.867e-02, eta: 10 days, 17:37:10, time: 1.487, data_time: 0.013, memory: 16628, top1_acc: 0.1884, top5_acc: 0.4062, loss_cls: 3.9178, loss: 3.9178, grad_norm: 1.8884 2021-01-18 21:32:59,192 - mmaction - INFO - Epoch [8][720/2147] lr: 5.872e-02, eta: 10 days, 17:34:41, time: 1.569, data_time: 0.020, memory: 16628, top1_acc: 0.1754, top5_acc: 0.4089, loss_cls: 3.9050, loss: 3.9050, grad_norm: 1.8728 2021-01-18 21:33:30,670 - mmaction - INFO - Epoch [8][740/2147] lr: 5.877e-02, eta: 10 days, 17:32:15, time: 1.572, data_time: 0.003, memory: 16628, top1_acc: 0.2080, top5_acc: 0.4246, loss_cls: 3.8739, loss: 3.8739, grad_norm: 1.8381 2021-01-18 21:34:00,624 - mmaction - INFO - Epoch [8][760/2147] lr: 5.882e-02, eta: 10 days, 17:28:56, time: 1.493, data_time: 0.010, memory: 16628, top1_acc: 0.2027, top5_acc: 0.4451, loss_cls: 3.8225, loss: 3.8225, grad_norm: 1.9041 2021-01-18 21:34:32,955 - mmaction - INFO - Epoch [8][780/2147] lr: 5.887e-02, eta: 10 days, 17:27:04, time: 1.623, data_time: 0.012, memory: 16628, top1_acc: 0.1754, top5_acc: 0.4022, loss_cls: 3.9309, loss: 3.9309, grad_norm: 1.8859 2021-01-18 21:35:03,982 - mmaction - INFO - Epoch [8][800/2147] lr: 5.892e-02, eta: 10 days, 17:24:23, time: 1.549, data_time: 0.003, memory: 16628, top1_acc: 0.1897, top5_acc: 0.4210, loss_cls: 3.8577, loss: 3.8577, grad_norm: 1.8715 2021-01-18 21:35:36,431 - mmaction - INFO - Epoch [8][820/2147] lr: 5.897e-02, eta: 10 days, 17:22:27, time: 1.616, data_time: 0.005, memory: 16628, top1_acc: 0.1862, top5_acc: 0.4129, loss_cls: 3.8470, loss: 3.8470, grad_norm: 1.8640 2021-01-18 21:36:08,044 - mmaction - INFO - Epoch [8][840/2147] lr: 5.902e-02, eta: 10 days, 17:20:13, time: 1.588, data_time: 0.019, memory: 16628, top1_acc: 0.1808, top5_acc: 0.4125, loss_cls: 3.9052, loss: 3.9052, grad_norm: 1.8833 2021-01-18 21:36:42,303 - mmaction - INFO - Epoch [8][860/2147] lr: 5.907e-02, eta: 10 days, 17:19:16, time: 1.702, data_time: 0.005, memory: 16628, top1_acc: 0.1830, top5_acc: 0.4018, loss_cls: 3.9551, loss: 3.9551, grad_norm: 1.8759 2021-01-18 21:37:13,874 - mmaction - INFO - Epoch [8][880/2147] lr: 5.912e-02, eta: 10 days, 17:17:02, time: 1.588, data_time: 0.018, memory: 16628, top1_acc: 0.1902, top5_acc: 0.4246, loss_cls: 3.9141, loss: 3.9141, grad_norm: 1.8654 2021-01-18 21:37:43,363 - mmaction - INFO - Epoch [8][900/2147] lr: 5.917e-02, eta: 10 days, 17:13:35, time: 1.477, data_time: 0.011, memory: 16628, top1_acc: 0.1830, top5_acc: 0.4134, loss_cls: 3.9277, loss: 3.9277, grad_norm: 1.8868 2021-01-18 21:38:12,039 - mmaction - INFO - Epoch [8][920/2147] lr: 5.922e-02, eta: 10 days, 17:09:39, time: 1.434, data_time: 0.004, memory: 16628, top1_acc: 0.1795, top5_acc: 0.4170, loss_cls: 3.8935, loss: 3.8935, grad_norm: 1.8427 2021-01-18 21:38:42,553 - mmaction - INFO - Epoch [8][940/2147] lr: 5.926e-02, eta: 10 days, 17:06:44, time: 1.525, data_time: 0.011, memory: 16628, top1_acc: 0.1951, top5_acc: 0.4205, loss_cls: 3.8580, loss: 3.8580, grad_norm: 1.8972 2021-01-18 21:39:15,660 - mmaction - INFO - Epoch [8][960/2147] lr: 5.931e-02, eta: 10 days, 17:05:14, time: 1.652, data_time: 0.015, memory: 16628, top1_acc: 0.2040, top5_acc: 0.4201, loss_cls: 3.8694, loss: 3.8694, grad_norm: 1.8911 2021-01-18 21:39:50,081 - mmaction - INFO - Epoch [8][980/2147] lr: 5.936e-02, eta: 10 days, 17:04:30, time: 1.720, data_time: 0.006, memory: 16628, top1_acc: 0.1857, top5_acc: 0.4179, loss_cls: 3.9022, loss: 3.9022, grad_norm: 1.8388 2021-01-18 21:40:19,967 - mmaction - INFO - Epoch [8][1000/2147] lr: 5.941e-02, eta: 10 days, 17:01:19, time: 1.500, data_time: 0.008, memory: 16628, top1_acc: 0.1884, top5_acc: 0.4179, loss_cls: 3.8998, loss: 3.8998, grad_norm: 1.8254 2021-01-18 21:40:48,993 - mmaction - INFO - Epoch [8][1020/2147] lr: 5.946e-02, eta: 10 days, 16:57:37, time: 1.452, data_time: 0.005, memory: 16628, top1_acc: 0.2076, top5_acc: 0.4272, loss_cls: 3.8600, loss: 3.8600, grad_norm: 1.8879 2021-01-18 21:41:17,969 - mmaction - INFO - Epoch [8][1040/2147] lr: 5.951e-02, eta: 10 days, 16:53:50, time: 1.445, data_time: 0.003, memory: 16628, top1_acc: 0.1929, top5_acc: 0.4165, loss_cls: 3.8679, loss: 3.8679, grad_norm: 1.8596 2021-01-18 21:41:53,432 - mmaction - INFO - Epoch [8][1060/2147] lr: 5.956e-02, eta: 10 days, 16:53:44, time: 1.776, data_time: 0.009, memory: 16628, top1_acc: 0.2040, top5_acc: 0.4174, loss_cls: 3.8839, loss: 3.8839, grad_norm: 1.8795 2021-01-18 21:42:27,511 - mmaction - INFO - Epoch [8][1080/2147] lr: 5.961e-02, eta: 10 days, 16:52:49, time: 1.702, data_time: 0.002, memory: 16628, top1_acc: 0.1929, top5_acc: 0.4125, loss_cls: 3.8648, loss: 3.8648, grad_norm: 1.8680 2021-01-18 21:42:57,432 - mmaction - INFO - Epoch [8][1100/2147] lr: 5.966e-02, eta: 10 days, 16:49:39, time: 1.498, data_time: 0.004, memory: 16628, top1_acc: 0.1826, top5_acc: 0.4250, loss_cls: 3.8758, loss: 3.8758, grad_norm: 1.8890 2021-01-18 21:43:28,324 - mmaction - INFO - Epoch [8][1120/2147] lr: 5.971e-02, eta: 10 days, 16:46:58, time: 1.542, data_time: 0.006, memory: 16628, top1_acc: 0.1987, top5_acc: 0.3982, loss_cls: 3.9631, loss: 3.9631, grad_norm: 1.8901 2021-01-18 21:43:57,264 - mmaction - INFO - Epoch [8][1140/2147] lr: 5.976e-02, eta: 10 days, 16:43:16, time: 1.450, data_time: 0.015, memory: 16628, top1_acc: 0.1991, top5_acc: 0.4312, loss_cls: 3.8617, loss: 3.8617, grad_norm: 1.8154 2021-01-18 21:44:26,563 - mmaction - INFO - Epoch [8][1160/2147] lr: 5.981e-02, eta: 10 days, 16:39:44, time: 1.463, data_time: 0.002, memory: 16628, top1_acc: 0.1969, top5_acc: 0.4112, loss_cls: 3.8619, loss: 3.8619, grad_norm: 1.8521 2021-01-18 21:44:58,270 - mmaction - INFO - Epoch [8][1180/2147] lr: 5.986e-02, eta: 10 days, 16:37:33, time: 1.586, data_time: 0.005, memory: 16628, top1_acc: 0.2134, top5_acc: 0.4375, loss_cls: 3.7988, loss: 3.7988, grad_norm: 1.8366 2021-01-18 21:45:27,128 - mmaction - INFO - Epoch [8][1200/2147] lr: 5.990e-02, eta: 10 days, 16:33:49, time: 1.444, data_time: 0.007, memory: 16628, top1_acc: 0.1991, top5_acc: 0.4304, loss_cls: 3.8448, loss: 3.8448, grad_norm: 1.8507 2021-01-18 21:45:59,379 - mmaction - INFO - Epoch [8][1220/2147] lr: 5.995e-02, eta: 10 days, 16:31:49, time: 1.601, data_time: 0.003, memory: 16628, top1_acc: 0.1929, top5_acc: 0.4179, loss_cls: 3.8354, loss: 3.8354, grad_norm: 1.9042 2021-01-18 21:46:28,267 - mmaction - INFO - Epoch [8][1240/2147] lr: 6.000e-02, eta: 10 days, 16:28:13, time: 1.455, data_time: 0.015, memory: 16628, top1_acc: 0.2054, top5_acc: 0.4406, loss_cls: 3.8010, loss: 3.8010, grad_norm: 1.8768 2021-01-18 21:47:10,073 - mmaction - INFO - Epoch [8][1260/2147] lr: 6.005e-02, eta: 10 days, 16:31:24, time: 2.075, data_time: 0.005, memory: 16628, top1_acc: 0.1915, top5_acc: 0.4098, loss_cls: 3.8791, loss: 3.8791, grad_norm: 1.8806 2021-01-18 21:47:40,468 - mmaction - INFO - Epoch [8][1280/2147] lr: 6.010e-02, eta: 10 days, 16:28:38, time: 1.530, data_time: 0.022, memory: 16628, top1_acc: 0.2112, top5_acc: 0.4482, loss_cls: 3.7603, loss: 3.7603, grad_norm: 1.8686 2021-01-18 21:48:09,065 - mmaction - INFO - Epoch [8][1300/2147] lr: 6.015e-02, eta: 10 days, 16:24:50, time: 1.436, data_time: 0.007, memory: 16628, top1_acc: 0.1982, top5_acc: 0.4330, loss_cls: 3.8185, loss: 3.8185, grad_norm: 1.8856 2021-01-18 21:48:39,126 - mmaction - INFO - Epoch [8][1320/2147] lr: 6.020e-02, eta: 10 days, 16:21:41, time: 1.494, data_time: 0.004, memory: 16628, top1_acc: 0.2188, top5_acc: 0.4388, loss_cls: 3.7763, loss: 3.7763, grad_norm: 1.8377 2021-01-18 21:49:09,492 - mmaction - INFO - Epoch [8][1340/2147] lr: 6.025e-02, eta: 10 days, 16:18:51, time: 1.523, data_time: 0.011, memory: 16628, top1_acc: 0.1996, top5_acc: 0.4362, loss_cls: 3.8560, loss: 3.8560, grad_norm: 1.8938 2021-01-18 21:49:41,690 - mmaction - INFO - Epoch [8][1360/2147] lr: 6.030e-02, eta: 10 days, 16:16:59, time: 1.612, data_time: 0.007, memory: 16628, top1_acc: 0.1978, top5_acc: 0.4125, loss_cls: 3.8669, loss: 3.8669, grad_norm: 1.8370 2021-01-18 21:50:11,264 - mmaction - INFO - Epoch [8][1380/2147] lr: 6.035e-02, eta: 10 days, 16:13:42, time: 1.480, data_time: 0.027, memory: 16628, top1_acc: 0.2089, top5_acc: 0.4254, loss_cls: 3.8746, loss: 3.8746, grad_norm: 1.8529 2021-01-18 21:50:45,065 - mmaction - INFO - Epoch [8][1400/2147] lr: 6.040e-02, eta: 10 days, 16:12:36, time: 1.681, data_time: 0.004, memory: 16628, top1_acc: 0.1973, top5_acc: 0.4366, loss_cls: 3.8676, loss: 3.8676, grad_norm: 1.8725 2021-01-18 21:51:16,858 - mmaction - INFO - Epoch [8][1420/2147] lr: 6.045e-02, eta: 10 days, 16:10:36, time: 1.599, data_time: 0.024, memory: 16628, top1_acc: 0.2022, top5_acc: 0.4366, loss_cls: 3.8180, loss: 3.8180, grad_norm: 1.8500 2021-01-18 21:51:47,930 - mmaction - INFO - Epoch [8][1440/2147] lr: 6.050e-02, eta: 10 days, 16:08:07, time: 1.553, data_time: 0.004, memory: 16628, top1_acc: 0.1888, top5_acc: 0.4183, loss_cls: 3.8875, loss: 3.8875, grad_norm: 1.8779 2021-01-18 21:52:20,686 - mmaction - INFO - Epoch [8][1460/2147] lr: 6.054e-02, eta: 10 days, 16:06:29, time: 1.631, data_time: 0.004, memory: 16628, top1_acc: 0.1893, top5_acc: 0.4246, loss_cls: 3.8964, loss: 3.8964, grad_norm: 1.9151 2021-01-18 21:52:51,774 - mmaction - INFO - Epoch [8][1480/2147] lr: 6.059e-02, eta: 10 days, 16:04:06, time: 1.562, data_time: 0.009, memory: 16628, top1_acc: 0.2054, top5_acc: 0.4326, loss_cls: 3.8209, loss: 3.8209, grad_norm: 1.8724 2021-01-18 21:53:20,794 - mmaction - INFO - Epoch [8][1500/2147] lr: 6.064e-02, eta: 10 days, 16:00:32, time: 1.451, data_time: 0.002, memory: 16628, top1_acc: 0.1897, top5_acc: 0.4295, loss_cls: 3.8661, loss: 3.8661, grad_norm: 1.8899 2021-01-18 21:53:50,225 - mmaction - INFO - Epoch [8][1520/2147] lr: 6.069e-02, eta: 10 days, 15:57:11, time: 1.470, data_time: 0.003, memory: 16628, top1_acc: 0.1973, top5_acc: 0.4295, loss_cls: 3.8196, loss: 3.8196, grad_norm: 1.8901 2021-01-18 21:54:19,012 - mmaction - INFO - Epoch [8][1540/2147] lr: 6.074e-02, eta: 10 days, 15:53:26, time: 1.433, data_time: 0.004, memory: 16628, top1_acc: 0.2013, top5_acc: 0.4241, loss_cls: 3.8491, loss: 3.8491, grad_norm: 1.8704 2021-01-18 21:54:48,592 - mmaction - INFO - Epoch [8][1560/2147] lr: 6.079e-02, eta: 10 days, 15:50:12, time: 1.479, data_time: 0.011, memory: 16628, top1_acc: 0.2009, top5_acc: 0.4272, loss_cls: 3.8414, loss: 3.8414, grad_norm: 1.9024 2021-01-18 21:55:17,595 - mmaction - INFO - Epoch [8][1580/2147] lr: 6.084e-02, eta: 10 days, 15:46:43, time: 1.456, data_time: 0.009, memory: 16628, top1_acc: 0.1915, top5_acc: 0.4094, loss_cls: 3.8904, loss: 3.8904, grad_norm: 1.8827 2021-01-18 21:55:47,784 - mmaction - INFO - Epoch [8][1600/2147] lr: 6.089e-02, eta: 10 days, 15:43:42, time: 1.499, data_time: 0.006, memory: 16628, top1_acc: 0.2013, top5_acc: 0.4388, loss_cls: 3.8243, loss: 3.8243, grad_norm: 1.8321 2021-01-18 21:56:16,675 - mmaction - INFO - Epoch [8][1620/2147] lr: 6.094e-02, eta: 10 days, 15:40:13, time: 1.455, data_time: 0.015, memory: 16628, top1_acc: 0.2036, top5_acc: 0.4205, loss_cls: 3.8613, loss: 3.8613, grad_norm: 1.9133 2021-01-18 21:56:52,673 - mmaction - INFO - Epoch [8][1640/2147] lr: 6.099e-02, eta: 10 days, 15:40:23, time: 1.796, data_time: 0.006, memory: 16628, top1_acc: 0.2165, top5_acc: 0.4357, loss_cls: 3.7821, loss: 3.7821, grad_norm: 1.8929 2021-01-18 21:57:21,652 - mmaction - INFO - Epoch [8][1660/2147] lr: 6.104e-02, eta: 10 days, 15:36:53, time: 1.453, data_time: 0.012, memory: 16628, top1_acc: 0.2067, top5_acc: 0.4379, loss_cls: 3.8219, loss: 3.8219, grad_norm: 1.8890 2021-01-18 21:57:54,434 - mmaction - INFO - Epoch [8][1680/2147] lr: 6.109e-02, eta: 10 days, 15:35:20, time: 1.635, data_time: 0.006, memory: 16628, top1_acc: 0.1955, top5_acc: 0.4299, loss_cls: 3.8249, loss: 3.8249, grad_norm: 1.8400 2021-01-18 21:58:26,308 - mmaction - INFO - Epoch [8][1700/2147] lr: 6.114e-02, eta: 10 days, 15:33:23, time: 1.598, data_time: 0.008, memory: 16628, top1_acc: 0.1879, top5_acc: 0.4254, loss_cls: 3.8865, loss: 3.8865, grad_norm: 1.8642 2021-01-18 21:58:55,532 - mmaction - INFO - Epoch [8][1720/2147] lr: 6.118e-02, eta: 10 days, 15:30:01, time: 1.462, data_time: 0.021, memory: 16628, top1_acc: 0.1996, top5_acc: 0.4210, loss_cls: 3.8541, loss: 3.8541, grad_norm: 1.8566 2021-01-18 21:59:25,271 - mmaction - INFO - Epoch [8][1740/2147] lr: 6.123e-02, eta: 10 days, 15:26:52, time: 1.483, data_time: 0.002, memory: 16628, top1_acc: 0.2054, top5_acc: 0.4281, loss_cls: 3.8018, loss: 3.8018, grad_norm: 1.8289 2021-01-18 21:59:54,838 - mmaction - INFO - Epoch [8][1760/2147] lr: 6.128e-02, eta: 10 days, 15:23:38, time: 1.475, data_time: 0.014, memory: 16628, top1_acc: 0.2112, top5_acc: 0.4545, loss_cls: 3.7521, loss: 3.7521, grad_norm: 1.8845 2021-01-18 22:00:23,543 - mmaction - INFO - Epoch [8][1780/2147] lr: 6.133e-02, eta: 10 days, 15:20:05, time: 1.443, data_time: 0.009, memory: 16628, top1_acc: 0.1946, top5_acc: 0.4339, loss_cls: 3.8263, loss: 3.8263, grad_norm: 1.8933 2021-01-18 22:00:52,800 - mmaction - INFO - Epoch [8][1800/2147] lr: 6.138e-02, eta: 10 days, 15:16:41, time: 1.459, data_time: 0.001, memory: 16628, top1_acc: 0.1996, top5_acc: 0.4223, loss_cls: 3.8755, loss: 3.8755, grad_norm: 1.9051 2021-01-18 22:01:27,636 - mmaction - INFO - Epoch [8][1820/2147] lr: 6.143e-02, eta: 10 days, 15:16:16, time: 1.739, data_time: 0.006, memory: 16628, top1_acc: 0.2004, top5_acc: 0.4290, loss_cls: 3.8221, loss: 3.8221, grad_norm: 1.8624 2021-01-18 22:01:58,213 - mmaction - INFO - Epoch [8][1840/2147] lr: 6.148e-02, eta: 10 days, 15:13:40, time: 1.533, data_time: 0.015, memory: 16628, top1_acc: 0.2045, top5_acc: 0.4451, loss_cls: 3.8037, loss: 3.8037, grad_norm: 1.9057 2021-01-18 22:02:30,817 - mmaction - INFO - Epoch [8][1860/2147] lr: 6.153e-02, eta: 10 days, 15:12:04, time: 1.627, data_time: 0.005, memory: 16628, top1_acc: 0.1920, top5_acc: 0.4362, loss_cls: 3.8236, loss: 3.8236, grad_norm: 1.8980 2021-01-18 22:02:59,311 - mmaction - INFO - Epoch [8][1880/2147] lr: 6.158e-02, eta: 10 days, 15:08:24, time: 1.430, data_time: 0.008, memory: 16628, top1_acc: 0.1973, top5_acc: 0.4371, loss_cls: 3.8200, loss: 3.8200, grad_norm: 1.9001 2021-01-18 22:03:30,042 - mmaction - INFO - Epoch [8][1900/2147] lr: 6.163e-02, eta: 10 days, 15:05:51, time: 1.536, data_time: 0.004, memory: 16628, top1_acc: 0.2228, top5_acc: 0.4513, loss_cls: 3.7658, loss: 3.7658, grad_norm: 1.8321 2021-01-18 22:04:00,084 - mmaction - INFO - Epoch [8][1920/2147] lr: 6.168e-02, eta: 10 days, 15:02:55, time: 1.498, data_time: 0.005, memory: 16628, top1_acc: 0.2000, top5_acc: 0.4299, loss_cls: 3.8064, loss: 3.8064, grad_norm: 1.8941 2021-01-18 22:04:31,713 - mmaction - INFO - Epoch [8][1940/2147] lr: 6.173e-02, eta: 10 days, 15:00:51, time: 1.582, data_time: 0.006, memory: 16628, top1_acc: 0.1982, top5_acc: 0.4384, loss_cls: 3.8277, loss: 3.8277, grad_norm: 1.8615 2021-01-18 22:05:00,581 - mmaction - INFO - Epoch [8][1960/2147] lr: 6.178e-02, eta: 10 days, 14:57:24, time: 1.448, data_time: 0.006, memory: 16628, top1_acc: 0.2098, top5_acc: 0.4446, loss_cls: 3.8097, loss: 3.8097, grad_norm: 1.8186 2021-01-18 22:05:29,642 - mmaction - INFO - Epoch [8][1980/2147] lr: 6.182e-02, eta: 10 days, 14:54:00, time: 1.453, data_time: 0.002, memory: 16628, top1_acc: 0.2022, top5_acc: 0.4335, loss_cls: 3.7745, loss: 3.7745, grad_norm: 1.8850 2021-01-18 22:05:58,609 - mmaction - INFO - Epoch [8][2000/2147] lr: 6.187e-02, eta: 10 days, 14:50:33, time: 1.446, data_time: 0.003, memory: 16628, top1_acc: 0.1924, top5_acc: 0.4277, loss_cls: 3.8101, loss: 3.8101, grad_norm: 1.8928 2021-01-18 22:06:28,107 - mmaction - INFO - Epoch [8][2020/2147] lr: 6.192e-02, eta: 10 days, 14:47:21, time: 1.471, data_time: 0.005, memory: 16628, top1_acc: 0.2103, top5_acc: 0.4451, loss_cls: 3.7832, loss: 3.7832, grad_norm: 1.9022 2021-01-18 22:07:02,946 - mmaction - INFO - Epoch [8][2040/2147] lr: 6.197e-02, eta: 10 days, 14:47:02, time: 1.748, data_time: 0.013, memory: 16628, top1_acc: 0.2196, top5_acc: 0.4545, loss_cls: 3.7214, loss: 3.7214, grad_norm: 1.9120 2021-01-18 22:07:33,650 - mmaction - INFO - Epoch [8][2060/2147] lr: 6.202e-02, eta: 10 days, 14:44:31, time: 1.535, data_time: 0.005, memory: 16628, top1_acc: 0.2089, top5_acc: 0.4286, loss_cls: 3.8163, loss: 3.8163, grad_norm: 1.8530 2021-01-18 22:08:06,127 - mmaction - INFO - Epoch [8][2080/2147] lr: 6.207e-02, eta: 10 days, 14:42:55, time: 1.623, data_time: 0.004, memory: 16628, top1_acc: 0.2009, top5_acc: 0.4268, loss_cls: 3.8516, loss: 3.8516, grad_norm: 1.9119 2021-01-18 22:08:35,138 - mmaction - INFO - Epoch [8][2100/2147] lr: 6.212e-02, eta: 10 days, 14:39:33, time: 1.452, data_time: 0.004, memory: 16628, top1_acc: 0.1969, top5_acc: 0.4183, loss_cls: 3.8940, loss: 3.8940, grad_norm: 1.8670 2021-01-18 22:09:04,027 - mmaction - INFO - Epoch [8][2120/2147] lr: 6.217e-02, eta: 10 days, 14:36:06, time: 1.445, data_time: 0.011, memory: 16628, top1_acc: 0.2183, top5_acc: 0.4442, loss_cls: 3.7821, loss: 3.7821, grad_norm: 1.8369 2021-01-18 22:09:32,719 - mmaction - INFO - Epoch [8][2140/2147] lr: 6.222e-02, eta: 10 days, 14:32:34, time: 1.435, data_time: 0.004, memory: 16628, top1_acc: 0.2107, top5_acc: 0.4344, loss_cls: 3.8189, loss: 3.8189, grad_norm: 1.8727 2021-01-18 22:10:06,740 - mmaction - INFO - Saving checkpoint at 8 epochs 2021-01-18 22:14:51,931 - mmaction - INFO - Epoch [9][20/2147] lr: 6.225e-02, eta: 10 days, 16:33:40, time: 14.132, data_time: 12.423, memory: 16628, top1_acc: 0.2049, top5_acc: 0.4460, loss_cls: 3.7166, loss: 3.7166, grad_norm: 1.8613 2021-01-18 22:15:20,664 - mmaction - INFO - Epoch [9][40/2147] lr: 6.230e-02, eta: 10 days, 16:30:03, time: 1.440, data_time: 0.010, memory: 16628, top1_acc: 0.2170, top5_acc: 0.4571, loss_cls: 3.6891, loss: 3.6891, grad_norm: 1.8965 2021-01-18 22:15:49,626 - mmaction - INFO - Epoch [9][60/2147] lr: 6.235e-02, eta: 10 days, 16:26:32, time: 1.449, data_time: 0.004, memory: 16628, top1_acc: 0.2156, top5_acc: 0.4638, loss_cls: 3.7306, loss: 3.7306, grad_norm: 1.9403 2021-01-18 22:16:20,314 - mmaction - INFO - Epoch [9][80/2147] lr: 6.240e-02, eta: 10 days, 16:23:53, time: 1.532, data_time: 0.002, memory: 16628, top1_acc: 0.1973, top5_acc: 0.4228, loss_cls: 3.8487, loss: 3.8487, grad_norm: 1.9109 2021-01-18 22:16:52,060 - mmaction - INFO - Epoch [9][100/2147] lr: 6.245e-02, eta: 10 days, 16:21:46, time: 1.584, data_time: 0.009, memory: 16628, top1_acc: 0.1973, top5_acc: 0.4304, loss_cls: 3.8630, loss: 3.8630, grad_norm: 1.8794 2021-01-18 22:17:21,226 - mmaction - INFO - Epoch [9][120/2147] lr: 6.250e-02, eta: 10 days, 16:18:25, time: 1.464, data_time: 0.007, memory: 16628, top1_acc: 0.2107, top5_acc: 0.4375, loss_cls: 3.7354, loss: 3.7354, grad_norm: 1.8370 2021-01-18 22:17:50,376 - mmaction - INFO - Epoch [9][140/2147] lr: 6.254e-02, eta: 10 days, 16:15:01, time: 1.458, data_time: 0.002, memory: 16628, top1_acc: 0.2156, top5_acc: 0.4433, loss_cls: 3.7498, loss: 3.7498, grad_norm: 1.8857 2021-01-18 22:18:20,947 - mmaction - INFO - Epoch [9][160/2147] lr: 6.259e-02, eta: 10 days, 16:12:21, time: 1.528, data_time: 0.006, memory: 16628, top1_acc: 0.2107, top5_acc: 0.4482, loss_cls: 3.7905, loss: 3.7905, grad_norm: 1.9063 2021-01-18 22:18:52,598 - mmaction - INFO - Epoch [9][180/2147] lr: 6.264e-02, eta: 10 days, 16:10:09, time: 1.575, data_time: 0.003, memory: 16628, top1_acc: 0.2098, top5_acc: 0.4589, loss_cls: 3.7605, loss: 3.7605, grad_norm: 1.8919 2021-01-18 22:19:22,920 - mmaction - INFO - Epoch [9][200/2147] lr: 6.269e-02, eta: 10 days, 16:07:27, time: 1.524, data_time: 0.011, memory: 16628, top1_acc: 0.2040, top5_acc: 0.4554, loss_cls: 3.7158, loss: 3.7158, grad_norm: 1.9305 2021-01-18 22:19:52,789 - mmaction - INFO - Epoch [9][220/2147] lr: 6.274e-02, eta: 10 days, 16:04:23, time: 1.489, data_time: 0.003, memory: 16628, top1_acc: 0.2049, top5_acc: 0.4321, loss_cls: 3.7742, loss: 3.7742, grad_norm: 1.9168 2021-01-18 22:20:21,230 - mmaction - INFO - Epoch [9][240/2147] lr: 6.279e-02, eta: 10 days, 16:00:41, time: 1.425, data_time: 0.006, memory: 16628, top1_acc: 0.2071, top5_acc: 0.4312, loss_cls: 3.7824, loss: 3.7824, grad_norm: 1.8972 2021-01-18 22:20:50,617 - mmaction - INFO - Epoch [9][260/2147] lr: 6.284e-02, eta: 10 days, 15:57:27, time: 1.470, data_time: 0.010, memory: 16628, top1_acc: 0.2179, top5_acc: 0.4491, loss_cls: 3.7333, loss: 3.7333, grad_norm: 1.9035 2021-01-18 22:21:19,276 - mmaction - INFO - Epoch [9][280/2147] lr: 6.289e-02, eta: 10 days, 15:53:48, time: 1.429, data_time: 0.002, memory: 16628, top1_acc: 0.2165, top5_acc: 0.4585, loss_cls: 3.7135, loss: 3.7135, grad_norm: 1.9169 2021-01-18 22:21:53,058 - mmaction - INFO - Epoch [9][300/2147] lr: 6.294e-02, eta: 10 days, 15:52:47, time: 1.688, data_time: 0.006, memory: 16628, top1_acc: 0.2179, top5_acc: 0.4478, loss_cls: 3.7707, loss: 3.7707, grad_norm: 1.9141 2021-01-18 22:22:21,592 - mmaction - INFO - Epoch [9][320/2147] lr: 6.299e-02, eta: 10 days, 15:49:10, time: 1.431, data_time: 0.008, memory: 16628, top1_acc: 0.2192, top5_acc: 0.4643, loss_cls: 3.7386, loss: 3.7386, grad_norm: 1.9025 2021-01-18 22:22:50,273 - mmaction - INFO - Epoch [9][340/2147] lr: 6.304e-02, eta: 10 days, 15:45:34, time: 1.432, data_time: 0.004, memory: 16628, top1_acc: 0.2138, top5_acc: 0.4522, loss_cls: 3.7612, loss: 3.7612, grad_norm: 1.9249 2021-01-18 22:23:18,727 - mmaction - INFO - Epoch [9][360/2147] lr: 6.309e-02, eta: 10 days, 15:41:54, time: 1.425, data_time: 0.004, memory: 16628, top1_acc: 0.2152, top5_acc: 0.4612, loss_cls: 3.7215, loss: 3.7215, grad_norm: 1.8949 2021-01-18 22:23:48,799 - mmaction - INFO - Epoch [9][380/2147] lr: 6.314e-02, eta: 10 days, 15:39:03, time: 1.505, data_time: 0.006, memory: 16628, top1_acc: 0.2228, top5_acc: 0.4625, loss_cls: 3.7059, loss: 3.7059, grad_norm: 1.8883 2021-01-18 22:24:17,737 - mmaction - INFO - Epoch [9][400/2147] lr: 6.318e-02, eta: 10 days, 15:35:35, time: 1.443, data_time: 0.002, memory: 16628, top1_acc: 0.2058, top5_acc: 0.4504, loss_cls: 3.7397, loss: 3.7397, grad_norm: 1.9087 2021-01-18 22:24:46,947 - mmaction - INFO - Epoch [9][420/2147] lr: 6.323e-02, eta: 10 days, 15:32:19, time: 1.462, data_time: 0.009, memory: 16628, top1_acc: 0.2183, top5_acc: 0.4464, loss_cls: 3.7629, loss: 3.7629, grad_norm: 1.9217 2021-01-18 22:25:15,316 - mmaction - INFO - Epoch [9][440/2147] lr: 6.328e-02, eta: 10 days, 15:28:37, time: 1.420, data_time: 0.004, memory: 16628, top1_acc: 0.2196, top5_acc: 0.4406, loss_cls: 3.7271, loss: 3.7271, grad_norm: 1.8732 2021-01-18 22:25:44,234 - mmaction - INFO - Epoch [9][460/2147] lr: 6.333e-02, eta: 10 days, 15:25:12, time: 1.446, data_time: 0.002, memory: 16628, top1_acc: 0.2103, top5_acc: 0.4549, loss_cls: 3.7183, loss: 3.7183, grad_norm: 1.8970 2021-01-18 22:26:13,696 - mmaction - INFO - Epoch [9][480/2147] lr: 6.338e-02, eta: 10 days, 15:22:00, time: 1.468, data_time: 0.005, memory: 16628, top1_acc: 0.2138, top5_acc: 0.4473, loss_cls: 3.7775, loss: 3.7775, grad_norm: 1.9330 2021-01-18 22:26:45,365 - mmaction - INFO - Epoch [9][500/2147] lr: 6.343e-02, eta: 10 days, 15:20:02, time: 1.589, data_time: 0.020, memory: 16628, top1_acc: 0.2071, top5_acc: 0.4429, loss_cls: 3.7782, loss: 3.7782, grad_norm: 1.9271 2021-01-18 22:27:16,007 - mmaction - INFO - Epoch [9][520/2147] lr: 6.348e-02, eta: 10 days, 15:17:29, time: 1.530, data_time: 0.100, memory: 16628, top1_acc: 0.2138, top5_acc: 0.4509, loss_cls: 3.7689, loss: 3.7689, grad_norm: 1.8779 2021-01-18 22:27:44,886 - mmaction - INFO - Epoch [9][540/2147] lr: 6.353e-02, eta: 10 days, 15:14:03, time: 1.442, data_time: 0.007, memory: 16628, top1_acc: 0.2134, top5_acc: 0.4469, loss_cls: 3.7792, loss: 3.7792, grad_norm: 1.9486 2021-01-18 22:28:15,803 - mmaction - INFO - Epoch [9][560/2147] lr: 6.358e-02, eta: 10 days, 15:11:40, time: 1.547, data_time: 0.006, memory: 16628, top1_acc: 0.2098, top5_acc: 0.4522, loss_cls: 3.7189, loss: 3.7189, grad_norm: 1.8834 2021-01-18 22:28:44,606 - mmaction - INFO - Epoch [9][580/2147] lr: 6.363e-02, eta: 10 days, 15:08:15, time: 1.442, data_time: 0.006, memory: 16628, top1_acc: 0.2036, top5_acc: 0.4446, loss_cls: 3.7448, loss: 3.7448, grad_norm: 1.8967 2021-01-18 22:29:13,174 - mmaction - INFO - Epoch [9][600/2147] lr: 6.368e-02, eta: 10 days, 15:04:42, time: 1.429, data_time: 0.003, memory: 16628, top1_acc: 0.2250, top5_acc: 0.4406, loss_cls: 3.7522, loss: 3.7522, grad_norm: 1.9136 2021-01-18 22:29:41,888 - mmaction - INFO - Epoch [9][620/2147] lr: 6.373e-02, eta: 10 days, 15:01:13, time: 1.435, data_time: 0.002, memory: 16628, top1_acc: 0.2156, top5_acc: 0.4531, loss_cls: 3.7612, loss: 3.7612, grad_norm: 1.8494 2021-01-18 22:30:10,906 - mmaction - INFO - Epoch [9][640/2147] lr: 6.377e-02, eta: 10 days, 14:57:54, time: 1.451, data_time: 0.003, memory: 16628, top1_acc: 0.2103, top5_acc: 0.4576, loss_cls: 3.7528, loss: 3.7528, grad_norm: 1.8615 2021-01-18 22:30:39,555 - mmaction - INFO - Epoch [9][660/2147] lr: 6.382e-02, eta: 10 days, 14:54:24, time: 1.431, data_time: 0.004, memory: 16628, top1_acc: 0.2143, top5_acc: 0.4237, loss_cls: 3.7686, loss: 3.7686, grad_norm: 1.9058 2021-01-18 22:31:10,178 - mmaction - INFO - Epoch [9][680/2147] lr: 6.387e-02, eta: 10 days, 14:51:54, time: 1.532, data_time: 0.003, memory: 16628, top1_acc: 0.2103, top5_acc: 0.4406, loss_cls: 3.8102, loss: 3.8102, grad_norm: 1.9025 2021-01-18 22:31:41,036 - mmaction - INFO - Epoch [9][700/2147] lr: 6.392e-02, eta: 10 days, 14:48:43, time: 1.462, data_time: 0.003, memory: 16628, top1_acc: 0.2094, top5_acc: 0.4402, loss_cls: 3.8244, loss: 3.8244, grad_norm: 1.8877 2021-01-18 22:32:18,563 - mmaction - INFO - Epoch [9][720/2147] lr: 6.397e-02, eta: 10 days, 14:50:25, time: 1.955, data_time: 0.085, memory: 16628, top1_acc: 0.2134, top5_acc: 0.4500, loss_cls: 3.7680, loss: 3.7680, grad_norm: 1.8709 2021-01-18 22:32:47,102 - mmaction - INFO - Epoch [9][740/2147] lr: 6.402e-02, eta: 10 days, 14:46:54, time: 1.428, data_time: 0.008, memory: 16628, top1_acc: 0.2286, top5_acc: 0.4594, loss_cls: 3.6896, loss: 3.6896, grad_norm: 1.9085 2021-01-18 22:33:15,751 - mmaction - INFO - Epoch [9][760/2147] lr: 6.407e-02, eta: 10 days, 14:43:27, time: 1.433, data_time: 0.004, memory: 16628, top1_acc: 0.2268, top5_acc: 0.4509, loss_cls: 3.7059, loss: 3.7059, grad_norm: 1.8632 2021-01-18 22:33:44,555 - mmaction - INFO - Epoch [9][780/2147] lr: 6.412e-02, eta: 10 days, 14:40:02, time: 1.436, data_time: 0.004, memory: 16628, top1_acc: 0.2103, top5_acc: 0.4473, loss_cls: 3.7460, loss: 3.7460, grad_norm: 1.8864 2021-01-18 22:34:13,186 - mmaction - INFO - Epoch [9][800/2147] lr: 6.417e-02, eta: 10 days, 14:36:35, time: 1.434, data_time: 0.007, memory: 16628, top1_acc: 0.2165, top5_acc: 0.4469, loss_cls: 3.7363, loss: 3.7363, grad_norm: 1.9368 2021-01-18 22:34:41,745 - mmaction - INFO - Epoch [9][820/2147] lr: 6.422e-02, eta: 10 days, 14:33:07, time: 1.431, data_time: 0.010, memory: 16628, top1_acc: 0.2147, top5_acc: 0.4424, loss_cls: 3.7549, loss: 3.7549, grad_norm: 1.8967 2021-01-18 22:35:13,732 - mmaction - INFO - Epoch [9][840/2147] lr: 6.427e-02, eta: 10 days, 14:31:19, time: 1.599, data_time: 0.001, memory: 16628, top1_acc: 0.2263, top5_acc: 0.4545, loss_cls: 3.6772, loss: 3.6772, grad_norm: 1.8487 2021-01-18 22:35:44,190 - mmaction - INFO - Epoch [9][860/2147] lr: 6.432e-02, eta: 10 days, 14:28:45, time: 1.521, data_time: 0.002, memory: 16628, top1_acc: 0.2147, top5_acc: 0.4576, loss_cls: 3.7195, loss: 3.7195, grad_norm: 1.9166 2021-01-18 22:36:17,768 - mmaction - INFO - Epoch [9][880/2147] lr: 6.437e-02, eta: 10 days, 14:27:44, time: 1.677, data_time: 0.004, memory: 16628, top1_acc: 0.2094, top5_acc: 0.4558, loss_cls: 3.7343, loss: 3.7343, grad_norm: 1.9116 2021-01-18 22:36:55,947 - mmaction - INFO - Epoch [9][900/2147] lr: 6.441e-02, eta: 10 days, 14:28:54, time: 1.902, data_time: 0.011, memory: 16628, top1_acc: 0.2121, top5_acc: 0.4482, loss_cls: 3.7160, loss: 3.7160, grad_norm: 1.9250 2021-01-18 22:37:25,527 - mmaction - INFO - Epoch [9][920/2147] lr: 6.446e-02, eta: 10 days, 14:26:00, time: 1.486, data_time: 0.016, memory: 16628, top1_acc: 0.2116, top5_acc: 0.4379, loss_cls: 3.7552, loss: 3.7552, grad_norm: 1.9163 2021-01-18 22:37:56,309 - mmaction - INFO - Epoch [9][940/2147] lr: 6.451e-02, eta: 10 days, 14:23:37, time: 1.539, data_time: 0.012, memory: 16628, top1_acc: 0.2112, top5_acc: 0.4362, loss_cls: 3.8047, loss: 3.8047, grad_norm: 1.9059 2021-01-18 22:38:25,015 - mmaction - INFO - Epoch [9][960/2147] lr: 6.456e-02, eta: 10 days, 14:20:17, time: 1.440, data_time: 0.005, memory: 16628, top1_acc: 0.2246, top5_acc: 0.4647, loss_cls: 3.6843, loss: 3.6843, grad_norm: 1.9219 2021-01-18 22:38:53,541 - mmaction - INFO - Epoch [9][980/2147] lr: 6.461e-02, eta: 10 days, 14:16:49, time: 1.426, data_time: 0.003, memory: 16628, top1_acc: 0.2299, top5_acc: 0.4589, loss_cls: 3.6768, loss: 3.6768, grad_norm: 1.8802 2021-01-18 22:39:25,944 - mmaction - INFO - Epoch [9][1000/2147] lr: 6.466e-02, eta: 10 days, 14:15:09, time: 1.611, data_time: 0.003, memory: 16628, top1_acc: 0.1906, top5_acc: 0.4196, loss_cls: 3.8403, loss: 3.8403, grad_norm: 1.8999 2021-01-18 22:39:57,690 - mmaction - INFO - Epoch [9][1020/2147] lr: 6.471e-02, eta: 10 days, 14:13:14, time: 1.583, data_time: 0.011, memory: 16628, top1_acc: 0.2161, top5_acc: 0.4330, loss_cls: 3.7603, loss: 3.7603, grad_norm: 1.8565 2021-01-18 22:40:30,409 - mmaction - INFO - Epoch [9][1040/2147] lr: 6.476e-02, eta: 10 days, 14:11:57, time: 1.649, data_time: 0.017, memory: 16628, top1_acc: 0.2290, top5_acc: 0.4625, loss_cls: 3.6828, loss: 3.6828, grad_norm: 1.8610 2021-01-18 22:40:59,755 - mmaction - INFO - Epoch [9][1060/2147] lr: 6.481e-02, eta: 10 days, 14:08:51, time: 1.463, data_time: 0.003, memory: 16628, top1_acc: 0.2040, top5_acc: 0.4295, loss_cls: 3.8300, loss: 3.8300, grad_norm: 1.8838 2021-01-18 22:41:35,116 - mmaction - INFO - Epoch [9][1080/2147] lr: 6.486e-02, eta: 10 days, 14:08:40, time: 1.761, data_time: 0.006, memory: 16628, top1_acc: 0.2156, top5_acc: 0.4540, loss_cls: 3.6993, loss: 3.6993, grad_norm: 1.8860 2021-01-18 22:42:09,986 - mmaction - INFO - Epoch [9][1100/2147] lr: 6.491e-02, eta: 10 days, 14:08:23, time: 1.752, data_time: 0.014, memory: 16628, top1_acc: 0.2152, top5_acc: 0.4571, loss_cls: 3.7116, loss: 3.7116, grad_norm: 1.8443 2021-01-18 22:42:40,572 - mmaction - INFO - Epoch [9][1120/2147] lr: 6.496e-02, eta: 10 days, 14:05:58, time: 1.531, data_time: 0.006, memory: 16628, top1_acc: 0.2129, top5_acc: 0.4464, loss_cls: 3.7367, loss: 3.7367, grad_norm: 1.9052 2021-01-18 22:43:09,386 - mmaction - INFO - Epoch [9][1140/2147] lr: 6.500e-02, eta: 10 days, 14:02:40, time: 1.441, data_time: 0.004, memory: 16628, top1_acc: 0.2161, top5_acc: 0.4549, loss_cls: 3.7594, loss: 3.7594, grad_norm: 1.9084 2021-01-18 22:43:40,838 - mmaction - INFO - Epoch [9][1160/2147] lr: 6.505e-02, eta: 10 days, 14:00:35, time: 1.564, data_time: 0.003, memory: 16628, top1_acc: 0.2308, top5_acc: 0.4589, loss_cls: 3.7344, loss: 3.7344, grad_norm: 1.8745 2021-01-18 22:44:13,194 - mmaction - INFO - Epoch [9][1180/2147] lr: 6.510e-02, eta: 10 days, 13:59:03, time: 1.622, data_time: 0.011, memory: 16628, top1_acc: 0.2237, top5_acc: 0.4763, loss_cls: 3.6490, loss: 3.6490, grad_norm: 1.8987 2021-01-18 22:44:41,554 - mmaction - INFO - Epoch [9][1200/2147] lr: 6.515e-02, eta: 10 days, 13:55:36, time: 1.422, data_time: 0.009, memory: 16628, top1_acc: 0.2112, top5_acc: 0.4594, loss_cls: 3.7210, loss: 3.7210, grad_norm: 1.8904 2021-01-18 22:45:12,352 - mmaction - INFO - Epoch [9][1220/2147] lr: 6.520e-02, eta: 10 days, 13:53:16, time: 1.538, data_time: 0.004, memory: 16628, top1_acc: 0.2254, top5_acc: 0.4558, loss_cls: 3.7063, loss: 3.7063, grad_norm: 1.8967 2021-01-18 22:45:42,020 - mmaction - INFO - Epoch [9][1240/2147] lr: 6.525e-02, eta: 10 days, 13:50:25, time: 1.484, data_time: 0.005, memory: 16628, top1_acc: 0.2183, top5_acc: 0.4545, loss_cls: 3.7028, loss: 3.7028, grad_norm: 1.8636 2021-01-18 22:46:10,811 - mmaction - INFO - Epoch [9][1260/2147] lr: 6.530e-02, eta: 10 days, 13:47:10, time: 1.441, data_time: 0.004, memory: 16628, top1_acc: 0.2268, top5_acc: 0.4567, loss_cls: 3.6886, loss: 3.6886, grad_norm: 1.9008 2021-01-18 22:46:42,603 - mmaction - INFO - Epoch [9][1280/2147] lr: 6.535e-02, eta: 10 days, 13:45:21, time: 1.590, data_time: 0.002, memory: 16628, top1_acc: 0.2219, top5_acc: 0.4656, loss_cls: 3.6857, loss: 3.6857, grad_norm: 1.8838 2021-01-18 22:47:13,765 - mmaction - INFO - Epoch [9][1300/2147] lr: 6.540e-02, eta: 10 days, 13:43:10, time: 1.552, data_time: 0.005, memory: 16628, top1_acc: 0.2107, top5_acc: 0.4446, loss_cls: 3.7828, loss: 3.7828, grad_norm: 1.9296 2021-01-18 22:47:42,952 - mmaction - INFO - Epoch [9][1320/2147] lr: 6.545e-02, eta: 10 days, 13:40:08, time: 1.463, data_time: 0.017, memory: 16628, top1_acc: 0.2219, top5_acc: 0.4607, loss_cls: 3.6985, loss: 3.6985, grad_norm: 1.8611 2021-01-18 22:48:11,955 - mmaction - INFO - Epoch [9][1340/2147] lr: 6.550e-02, eta: 10 days, 13:37:00, time: 1.452, data_time: 0.004, memory: 16628, top1_acc: 0.2076, top5_acc: 0.4518, loss_cls: 3.7655, loss: 3.7655, grad_norm: 1.9166 2021-01-18 22:48:46,395 - mmaction - INFO - Epoch [9][1360/2147] lr: 6.555e-02, eta: 10 days, 13:36:25, time: 1.718, data_time: 0.002, memory: 16628, top1_acc: 0.2094, top5_acc: 0.4420, loss_cls: 3.7810, loss: 3.7810, grad_norm: 1.8940 2021-01-18 22:49:17,557 - mmaction - INFO - Epoch [9][1380/2147] lr: 6.559e-02, eta: 10 days, 13:34:20, time: 1.561, data_time: 0.008, memory: 16628, top1_acc: 0.2192, top5_acc: 0.4496, loss_cls: 3.6794, loss: 3.6794, grad_norm: 1.9167 2021-01-18 22:49:50,120 - mmaction - INFO - Epoch [9][1400/2147] lr: 6.564e-02, eta: 10 days, 13:32:55, time: 1.629, data_time: 0.003, memory: 16628, top1_acc: 0.2237, top5_acc: 0.4603, loss_cls: 3.7041, loss: 3.7041, grad_norm: 1.9061 2021-01-18 22:50:18,993 - mmaction - INFO - Epoch [9][1420/2147] lr: 6.569e-02, eta: 10 days, 13:29:43, time: 1.444, data_time: 0.003, memory: 16628, top1_acc: 0.2116, top5_acc: 0.4250, loss_cls: 3.7877, loss: 3.7877, grad_norm: 1.8944 2021-01-18 22:50:48,880 - mmaction - INFO - Epoch [9][1440/2147] lr: 6.574e-02, eta: 10 days, 13:27:01, time: 1.495, data_time: 0.002, memory: 16628, top1_acc: 0.2161, top5_acc: 0.4545, loss_cls: 3.6931, loss: 3.6931, grad_norm: 1.8698 2021-01-18 22:51:17,724 - mmaction - INFO - Epoch [9][1460/2147] lr: 6.579e-02, eta: 10 days, 13:23:49, time: 1.442, data_time: 0.003, memory: 16628, top1_acc: 0.2152, top5_acc: 0.4487, loss_cls: 3.7036, loss: 3.7036, grad_norm: 1.8719 2021-01-18 22:51:50,441 - mmaction - INFO - Epoch [9][1480/2147] lr: 6.584e-02, eta: 10 days, 13:22:28, time: 1.636, data_time: 0.001, memory: 16628, top1_acc: 0.2192, top5_acc: 0.4554, loss_cls: 3.7265, loss: 3.7265, grad_norm: 1.9185 2021-01-18 22:52:19,383 - mmaction - INFO - Epoch [9][1500/2147] lr: 6.589e-02, eta: 10 days, 13:19:20, time: 1.447, data_time: 0.002, memory: 16628, top1_acc: 0.2036, top5_acc: 0.4509, loss_cls: 3.6996, loss: 3.6996, grad_norm: 1.9160 2021-01-18 22:52:47,805 - mmaction - INFO - Epoch [9][1520/2147] lr: 6.594e-02, eta: 10 days, 13:15:57, time: 1.421, data_time: 0.002, memory: 16628, top1_acc: 0.2228, top5_acc: 0.4451, loss_cls: 3.7350, loss: 3.7350, grad_norm: 1.9010 2021-01-18 22:53:16,890 - mmaction - INFO - Epoch [9][1540/2147] lr: 6.599e-02, eta: 10 days, 13:12:52, time: 1.451, data_time: 0.004, memory: 16628, top1_acc: 0.2165, top5_acc: 0.4558, loss_cls: 3.7125, loss: 3.7125, grad_norm: 1.8883 2021-01-18 22:53:48,877 - mmaction - INFO - Epoch [9][1560/2147] lr: 6.604e-02, eta: 10 days, 13:11:11, time: 1.599, data_time: 0.005, memory: 16628, top1_acc: 0.2250, top5_acc: 0.4665, loss_cls: 3.6624, loss: 3.6624, grad_norm: 1.8853 2021-01-18 22:54:17,632 - mmaction - INFO - Epoch [9][1580/2147] lr: 6.609e-02, eta: 10 days, 13:08:00, time: 1.441, data_time: 0.006, memory: 16628, top1_acc: 0.2170, top5_acc: 0.4527, loss_cls: 3.6918, loss: 3.6918, grad_norm: 1.9340 2021-01-18 22:54:48,222 - mmaction - INFO - Epoch [9][1600/2147] lr: 6.614e-02, eta: 10 days, 13:05:37, time: 1.524, data_time: 0.010, memory: 16628, top1_acc: 0.2049, top5_acc: 0.4384, loss_cls: 3.8092, loss: 3.8092, grad_norm: 1.8943 2021-01-18 22:55:19,167 - mmaction - INFO - Epoch [9][1620/2147] lr: 6.619e-02, eta: 10 days, 13:03:29, time: 1.549, data_time: 0.017, memory: 16628, top1_acc: 0.2196, top5_acc: 0.4589, loss_cls: 3.7301, loss: 3.7301, grad_norm: 1.8696 2021-01-18 22:55:49,225 - mmaction - INFO - Epoch [9][1640/2147] lr: 6.623e-02, eta: 10 days, 13:00:51, time: 1.498, data_time: 0.005, memory: 16628, top1_acc: 0.2196, top5_acc: 0.4625, loss_cls: 3.7054, loss: 3.7054, grad_norm: 1.8836 2021-01-18 22:56:20,010 - mmaction - INFO - Epoch [9][1660/2147] lr: 6.628e-02, eta: 10 days, 12:58:33, time: 1.531, data_time: 0.013, memory: 16628, top1_acc: 0.2138, top5_acc: 0.4415, loss_cls: 3.7412, loss: 3.7412, grad_norm: 1.8746 2021-01-18 22:57:06,572 - mmaction - INFO - Epoch [9][1680/2147] lr: 6.633e-02, eta: 10 days, 13:03:51, time: 2.342, data_time: 0.019, memory: 16628, top1_acc: 0.2205, top5_acc: 0.4455, loss_cls: 3.7224, loss: 3.7224, grad_norm: 1.8528 2021-01-18 22:57:36,820 - mmaction - INFO - Epoch [9][1700/2147] lr: 6.638e-02, eta: 10 days, 13:01:18, time: 1.505, data_time: 0.007, memory: 16628, top1_acc: 0.2143, top5_acc: 0.4397, loss_cls: 3.7562, loss: 3.7562, grad_norm: 1.8747 2021-01-18 22:58:07,204 - mmaction - INFO - Epoch [9][1720/2147] lr: 6.643e-02, eta: 10 days, 12:58:58, time: 1.529, data_time: 0.012, memory: 16628, top1_acc: 0.2237, top5_acc: 0.4705, loss_cls: 3.6548, loss: 3.6548, grad_norm: 1.9150 2021-01-18 22:58:38,402 - mmaction - INFO - Epoch [9][1740/2147] lr: 6.648e-02, eta: 10 days, 12:56:51, time: 1.552, data_time: 0.004, memory: 16628, top1_acc: 0.2290, top5_acc: 0.4674, loss_cls: 3.6959, loss: 3.6959, grad_norm: 1.8792 2021-01-18 22:59:06,884 - mmaction - INFO - Epoch [9][1760/2147] lr: 6.653e-02, eta: 10 days, 12:53:39, time: 1.433, data_time: 0.011, memory: 16628, top1_acc: 0.2098, top5_acc: 0.4366, loss_cls: 3.7681, loss: 3.7681, grad_norm: 1.8826 2021-01-18 22:59:37,799 - mmaction - INFO - Epoch [9][1780/2147] lr: 6.658e-02, eta: 10 days, 12:51:27, time: 1.542, data_time: 0.005, memory: 16628, top1_acc: 0.2290, top5_acc: 0.4701, loss_cls: 3.6901, loss: 3.6901, grad_norm: 1.9079 2021-01-18 23:00:09,081 - mmaction - INFO - Epoch [9][1800/2147] lr: 6.663e-02, eta: 10 days, 12:49:27, time: 1.561, data_time: 0.006, memory: 16628, top1_acc: 0.2393, top5_acc: 0.4580, loss_cls: 3.6563, loss: 3.6563, grad_norm: 1.8998 2021-01-18 23:00:40,075 - mmaction - INFO - Epoch [9][1820/2147] lr: 6.668e-02, eta: 10 days, 12:47:23, time: 1.555, data_time: 0.010, memory: 16628, top1_acc: 0.2232, top5_acc: 0.4571, loss_cls: 3.7323, loss: 3.7323, grad_norm: 1.9261 2021-01-18 23:01:12,542 - mmaction - INFO - Epoch [9][1840/2147] lr: 6.673e-02, eta: 10 days, 12:45:54, time: 1.618, data_time: 0.004, memory: 16628, top1_acc: 0.2129, top5_acc: 0.4464, loss_cls: 3.7532, loss: 3.7532, grad_norm: 1.8676 2021-01-18 23:01:51,816 - mmaction - INFO - Epoch [9][1860/2147] lr: 6.678e-02, eta: 10 days, 12:47:42, time: 1.969, data_time: 0.012, memory: 16628, top1_acc: 0.2304, top5_acc: 0.4817, loss_cls: 3.6316, loss: 3.6316, grad_norm: 1.8474 2021-01-18 23:02:22,927 - mmaction - INFO - Epoch [9][1880/2147] lr: 6.682e-02, eta: 10 days, 12:45:39, time: 1.556, data_time: 0.004, memory: 16628, top1_acc: 0.2290, top5_acc: 0.4723, loss_cls: 3.6092, loss: 3.6092, grad_norm: 1.8920 2021-01-18 23:02:52,822 - mmaction - INFO - Epoch [9][1900/2147] lr: 6.687e-02, eta: 10 days, 12:43:00, time: 1.492, data_time: 0.003, memory: 16628, top1_acc: 0.2281, top5_acc: 0.4871, loss_cls: 3.5768, loss: 3.5768, grad_norm: 1.9620 2021-01-18 23:03:22,595 - mmaction - INFO - Epoch [9][1920/2147] lr: 6.692e-02, eta: 10 days, 12:40:21, time: 1.489, data_time: 0.008, memory: 16628, top1_acc: 0.2196, top5_acc: 0.4384, loss_cls: 3.7496, loss: 3.7496, grad_norm: 1.9701 2021-01-18 23:03:51,296 - mmaction - INFO - Epoch [9][1940/2147] lr: 6.697e-02, eta: 10 days, 12:37:12, time: 1.437, data_time: 0.006, memory: 16628, top1_acc: 0.2308, top5_acc: 0.4594, loss_cls: 3.7040, loss: 3.7040, grad_norm: 1.8756 2021-01-18 23:04:23,946 - mmaction - INFO - Epoch [9][1960/2147] lr: 6.702e-02, eta: 10 days, 12:35:51, time: 1.629, data_time: 0.003, memory: 16628, top1_acc: 0.2308, top5_acc: 0.4656, loss_cls: 3.7147, loss: 3.7147, grad_norm: 1.9055 2021-01-18 23:04:55,139 - mmaction - INFO - Epoch [9][1980/2147] lr: 6.707e-02, eta: 10 days, 12:33:47, time: 1.553, data_time: 0.006, memory: 16628, top1_acc: 0.2290, top5_acc: 0.4540, loss_cls: 3.7293, loss: 3.7293, grad_norm: 1.8591 2021-01-18 23:05:24,292 - mmaction - INFO - Epoch [9][2000/2147] lr: 6.712e-02, eta: 10 days, 12:30:55, time: 1.465, data_time: 0.012, memory: 16628, top1_acc: 0.2321, top5_acc: 0.4504, loss_cls: 3.7130, loss: 3.7130, grad_norm: 1.8989 2021-01-18 23:05:53,357 - mmaction - INFO - Epoch [9][2020/2147] lr: 6.717e-02, eta: 10 days, 12:27:59, time: 1.456, data_time: 0.007, memory: 16628, top1_acc: 0.2339, top5_acc: 0.4661, loss_cls: 3.6538, loss: 3.6538, grad_norm: 1.9142 2021-01-18 23:06:25,427 - mmaction - INFO - Epoch [9][2040/2147] lr: 6.722e-02, eta: 10 days, 12:26:22, time: 1.600, data_time: 0.007, memory: 16628, top1_acc: 0.2214, top5_acc: 0.4665, loss_cls: 3.6510, loss: 3.6510, grad_norm: 1.9054 2021-01-18 23:06:58,835 - mmaction - INFO - Epoch [9][2060/2147] lr: 6.727e-02, eta: 10 days, 12:25:26, time: 1.674, data_time: 0.087, memory: 16628, top1_acc: 0.2192, top5_acc: 0.4616, loss_cls: 3.6865, loss: 3.6865, grad_norm: 1.8665 2021-01-18 23:07:27,530 - mmaction - INFO - Epoch [9][2080/2147] lr: 6.732e-02, eta: 10 days, 12:22:18, time: 1.434, data_time: 0.003, memory: 16628, top1_acc: 0.2147, top5_acc: 0.4491, loss_cls: 3.7591, loss: 3.7591, grad_norm: 1.9326 2021-01-18 23:07:56,115 - mmaction - INFO - Epoch [9][2100/2147] lr: 6.737e-02, eta: 10 days, 12:19:08, time: 1.430, data_time: 0.006, memory: 16628, top1_acc: 0.2295, top5_acc: 0.4629, loss_cls: 3.6374, loss: 3.6374, grad_norm: 1.8956 2021-01-18 23:08:28,004 - mmaction - INFO - Epoch [9][2120/2147] lr: 6.742e-02, eta: 10 days, 12:17:26, time: 1.589, data_time: 0.003, memory: 16628, top1_acc: 0.2272, top5_acc: 0.4607, loss_cls: 3.7056, loss: 3.7056, grad_norm: 1.9128 2021-01-18 23:08:59,644 - mmaction - INFO - Epoch [9][2140/2147] lr: 6.746e-02, eta: 10 days, 12:15:41, time: 1.584, data_time: 0.008, memory: 16628, top1_acc: 0.2339, top5_acc: 0.4754, loss_cls: 3.6478, loss: 3.6478, grad_norm: 1.8973 2021-01-18 23:14:38,266 - mmaction - INFO - Epoch [10][20/2147] lr: 6.749e-02, eta: 10 days, 14:14:34, time: 15.405, data_time: 13.790, memory: 16628, top1_acc: 0.2259, top5_acc: 0.4594, loss_cls: 3.6814, loss: 3.6814, grad_norm: 1.9255 2021-01-18 23:15:11,031 - mmaction - INFO - Epoch [10][40/2147] lr: 6.754e-02, eta: 10 days, 14:13:14, time: 1.644, data_time: 0.015, memory: 16628, top1_acc: 0.2384, top5_acc: 0.4540, loss_cls: 3.6816, loss: 3.6816, grad_norm: 1.8721 2021-01-18 23:15:41,777 - mmaction - INFO - Epoch [10][60/2147] lr: 6.759e-02, eta: 10 days, 14:10:55, time: 1.534, data_time: 0.001, memory: 16628, top1_acc: 0.2299, top5_acc: 0.4938, loss_cls: 3.5941, loss: 3.5941, grad_norm: 1.8975 2021-01-18 23:16:13,176 - mmaction - INFO - Epoch [10][80/2147] lr: 6.764e-02, eta: 10 days, 14:08:56, time: 1.572, data_time: 0.007, memory: 16628, top1_acc: 0.2272, top5_acc: 0.4795, loss_cls: 3.6568, loss: 3.6568, grad_norm: 1.9190 2021-01-18 23:16:42,442 - mmaction - INFO - Epoch [10][100/2147] lr: 6.768e-02, eta: 10 days, 14:05:59, time: 1.464, data_time: 0.004, memory: 16628, top1_acc: 0.2263, top5_acc: 0.4710, loss_cls: 3.6851, loss: 3.6851, grad_norm: 1.8974 2021-01-18 23:17:14,838 - mmaction - INFO - Epoch [10][120/2147] lr: 6.773e-02, eta: 10 days, 14:04:26, time: 1.619, data_time: 0.010, memory: 16628, top1_acc: 0.2214, top5_acc: 0.4786, loss_cls: 3.6417, loss: 3.6417, grad_norm: 1.8941 2021-01-18 23:17:46,331 - mmaction - INFO - Epoch [10][140/2147] lr: 6.778e-02, eta: 10 days, 14:02:31, time: 1.576, data_time: 0.004, memory: 16628, top1_acc: 0.2362, top5_acc: 0.4795, loss_cls: 3.5751, loss: 3.5751, grad_norm: 1.8942 2021-01-18 23:18:17,086 - mmaction - INFO - Epoch [10][160/2147] lr: 6.783e-02, eta: 10 days, 14:00:14, time: 1.537, data_time: 0.003, memory: 16628, top1_acc: 0.2228, top5_acc: 0.4643, loss_cls: 3.6749, loss: 3.6749, grad_norm: 1.9376 2021-01-18 23:18:45,527 - mmaction - INFO - Epoch [10][180/2147] lr: 6.788e-02, eta: 10 days, 13:56:54, time: 1.420, data_time: 0.003, memory: 16628, top1_acc: 0.2299, top5_acc: 0.4750, loss_cls: 3.5893, loss: 3.5893, grad_norm: 1.9563 2021-01-18 23:19:17,501 - mmaction - INFO - Epoch [10][200/2147] lr: 6.793e-02, eta: 10 days, 13:55:10, time: 1.596, data_time: 0.007, memory: 16628, top1_acc: 0.2299, top5_acc: 0.4795, loss_cls: 3.6115, loss: 3.6115, grad_norm: 1.9331 2021-01-18 23:19:46,873 - mmaction - INFO - Epoch [10][220/2147] lr: 6.798e-02, eta: 10 days, 13:52:17, time: 1.471, data_time: 0.010, memory: 16628, top1_acc: 0.2304, top5_acc: 0.4629, loss_cls: 3.6495, loss: 3.6495, grad_norm: 1.9551 2021-01-18 23:20:16,026 - mmaction - INFO - Epoch [10][240/2147] lr: 6.803e-02, eta: 10 days, 13:49:20, time: 1.460, data_time: 0.009, memory: 16628, top1_acc: 0.2304, top5_acc: 0.4585, loss_cls: 3.6779, loss: 3.6779, grad_norm: 1.8945 2021-01-18 23:20:46,122 - mmaction - INFO - Epoch [10][260/2147] lr: 6.808e-02, eta: 10 days, 13:46:45, time: 1.502, data_time: 0.002, memory: 16628, top1_acc: 0.2379, top5_acc: 0.4688, loss_cls: 3.6209, loss: 3.6209, grad_norm: 1.8601 2021-01-18 23:21:17,915 - mmaction - INFO - Epoch [10][280/2147] lr: 6.813e-02, eta: 10 days, 13:44:59, time: 1.591, data_time: 0.008, memory: 16628, top1_acc: 0.2366, top5_acc: 0.4795, loss_cls: 3.5867, loss: 3.5867, grad_norm: 1.9233 2021-01-18 23:22:00,536 - mmaction - INFO - Epoch [10][300/2147] lr: 6.818e-02, eta: 10 days, 13:48:02, time: 2.126, data_time: 0.006, memory: 16628, top1_acc: 0.2384, top5_acc: 0.4853, loss_cls: 3.5990, loss: 3.5990, grad_norm: 1.9303 2021-01-18 23:22:33,423 - mmaction - INFO - Epoch [10][320/2147] lr: 6.823e-02, eta: 10 days, 13:46:47, time: 1.647, data_time: 0.008, memory: 16628, top1_acc: 0.2344, top5_acc: 0.4652, loss_cls: 3.6318, loss: 3.6318, grad_norm: 1.9406 2021-01-18 23:23:02,979 - mmaction - INFO - Epoch [10][340/2147] lr: 6.827e-02, eta: 10 days, 13:44:00, time: 1.480, data_time: 0.005, memory: 16628, top1_acc: 0.2312, top5_acc: 0.4790, loss_cls: 3.6345, loss: 3.6345, grad_norm: 1.9052 2021-01-18 23:23:31,504 - mmaction - INFO - Epoch [10][360/2147] lr: 6.832e-02, eta: 10 days, 13:40:47, time: 1.428, data_time: 0.008, memory: 16628, top1_acc: 0.2598, top5_acc: 0.4978, loss_cls: 3.5607, loss: 3.5607, grad_norm: 1.9188 2021-01-18 23:24:00,887 - mmaction - INFO - Epoch [10][380/2147] lr: 6.837e-02, eta: 10 days, 13:37:54, time: 1.466, data_time: 0.003, memory: 16628, top1_acc: 0.2393, top5_acc: 0.4902, loss_cls: 3.5683, loss: 3.5683, grad_norm: 1.9131 2021-01-18 23:24:29,255 - mmaction - INFO - Epoch [10][400/2147] lr: 6.842e-02, eta: 10 days, 13:34:37, time: 1.420, data_time: 0.008, memory: 16628, top1_acc: 0.2299, top5_acc: 0.4634, loss_cls: 3.6645, loss: 3.6645, grad_norm: 1.8971 2021-01-18 23:25:00,121 - mmaction - INFO - Epoch [10][420/2147] lr: 6.847e-02, eta: 10 days, 13:32:26, time: 1.544, data_time: 0.003, memory: 16628, top1_acc: 0.2330, top5_acc: 0.4723, loss_cls: 3.6353, loss: 3.6353, grad_norm: 1.9153 2021-01-18 23:25:29,134 - mmaction - INFO - Epoch [10][440/2147] lr: 6.852e-02, eta: 10 days, 13:29:25, time: 1.449, data_time: 0.005, memory: 16628, top1_acc: 0.2326, top5_acc: 0.4763, loss_cls: 3.6464, loss: 3.6464, grad_norm: 1.9441 2021-01-18 23:26:01,132 - mmaction - INFO - Epoch [10][460/2147] lr: 6.857e-02, eta: 10 days, 13:27:32, time: 1.577, data_time: 0.005, memory: 16628, top1_acc: 0.2210, top5_acc: 0.4683, loss_cls: 3.6507, loss: 3.6507, grad_norm: 1.8974 2021-01-18 23:26:47,873 - mmaction - INFO - Epoch [10][480/2147] lr: 6.862e-02, eta: 10 days, 13:31:18, time: 2.207, data_time: 0.032, memory: 16628, top1_acc: 0.2397, top5_acc: 0.4746, loss_cls: 3.6228, loss: 3.6228, grad_norm: 1.9096 2021-01-18 23:27:21,462 - mmaction - INFO - Epoch [10][500/2147] lr: 6.867e-02, eta: 10 days, 13:31:41, time: 1.830, data_time: 0.157, memory: 16628, top1_acc: 0.2393, top5_acc: 0.4826, loss_cls: 3.5937, loss: 3.5937, grad_norm: 1.8801 2021-01-18 23:27:50,291 - mmaction - INFO - Epoch [10][520/2147] lr: 6.872e-02, eta: 10 days, 13:28:35, time: 1.440, data_time: 0.007, memory: 16628, top1_acc: 0.2295, top5_acc: 0.4647, loss_cls: 3.6517, loss: 3.6517, grad_norm: 1.8903 2021-01-18 23:28:18,929 - mmaction - INFO - Epoch [10][540/2147] lr: 6.877e-02, eta: 10 days, 13:25:29, time: 1.437, data_time: 0.008, memory: 16628, top1_acc: 0.2205, top5_acc: 0.4701, loss_cls: 3.6553, loss: 3.6553, grad_norm: 1.8939 2021-01-18 23:28:47,749 - mmaction - INFO - Epoch [10][560/2147] lr: 6.882e-02, eta: 10 days, 13:22:25, time: 1.442, data_time: 0.003, memory: 16628, top1_acc: 0.2299, top5_acc: 0.4830, loss_cls: 3.6306, loss: 3.6306, grad_norm: 1.9036 2021-01-18 23:29:18,291 - mmaction - INFO - Epoch [10][580/2147] lr: 6.886e-02, eta: 10 days, 13:20:07, time: 1.527, data_time: 0.002, memory: 16628, top1_acc: 0.2451, top5_acc: 0.4754, loss_cls: 3.6163, loss: 3.6163, grad_norm: 1.8895 2021-01-18 23:29:49,159 - mmaction - INFO - Epoch [10][600/2147] lr: 6.891e-02, eta: 10 days, 13:17:58, time: 1.544, data_time: 0.003, memory: 16628, top1_acc: 0.2228, top5_acc: 0.4647, loss_cls: 3.6646, loss: 3.6646, grad_norm: 1.9171 2021-01-18 23:30:20,880 - mmaction - INFO - Epoch [10][620/2147] lr: 6.896e-02, eta: 10 days, 13:16:09, time: 1.581, data_time: 0.002, memory: 16628, top1_acc: 0.2254, top5_acc: 0.4652, loss_cls: 3.6745, loss: 3.6745, grad_norm: 1.8917 2021-01-18 23:30:50,779 - mmaction - INFO - Epoch [10][640/2147] lr: 6.901e-02, eta: 10 days, 13:13:36, time: 1.498, data_time: 0.007, memory: 16628, top1_acc: 0.2237, top5_acc: 0.4679, loss_cls: 3.6608, loss: 3.6608, grad_norm: 1.8891 2021-01-18 23:31:21,719 - mmaction - INFO - Epoch [10][660/2147] lr: 6.906e-02, eta: 10 days, 13:11:30, time: 1.550, data_time: 0.008, memory: 16628, top1_acc: 0.2321, top5_acc: 0.4951, loss_cls: 3.6123, loss: 3.6123, grad_norm: 1.9034 2021-01-18 23:31:59,821 - mmaction - INFO - Epoch [10][680/2147] lr: 6.911e-02, eta: 10 days, 13:12:31, time: 1.901, data_time: 0.005, memory: 16628, top1_acc: 0.2228, top5_acc: 0.4696, loss_cls: 3.6443, loss: 3.6443, grad_norm: 1.9315 2021-01-18 23:32:30,455 - mmaction - INFO - Epoch [10][700/2147] lr: 6.916e-02, eta: 10 days, 13:10:17, time: 1.533, data_time: 0.006, memory: 16628, top1_acc: 0.2411, top5_acc: 0.4768, loss_cls: 3.6171, loss: 3.6171, grad_norm: 1.9186 2021-01-18 23:33:00,824 - mmaction - INFO - Epoch [10][720/2147] lr: 6.921e-02, eta: 10 days, 13:07:57, time: 1.520, data_time: 0.004, memory: 16628, top1_acc: 0.2478, top5_acc: 0.4862, loss_cls: 3.5788, loss: 3.5788, grad_norm: 1.8925 2021-01-18 23:33:29,823 - mmaction - INFO - Epoch [10][740/2147] lr: 6.926e-02, eta: 10 days, 13:04:59, time: 1.451, data_time: 0.003, memory: 16628, top1_acc: 0.2263, top5_acc: 0.4545, loss_cls: 3.6800, loss: 3.6800, grad_norm: 1.9609 2021-01-18 23:33:58,783 - mmaction - INFO - Epoch [10][760/2147] lr: 6.931e-02, eta: 10 days, 13:02:02, time: 1.448, data_time: 0.005, memory: 16628, top1_acc: 0.2371, top5_acc: 0.4688, loss_cls: 3.6237, loss: 3.6237, grad_norm: 1.9150 2021-01-18 23:34:30,535 - mmaction - INFO - Epoch [10][780/2147] lr: 6.936e-02, eta: 10 days, 13:00:17, time: 1.587, data_time: 0.004, memory: 16628, top1_acc: 0.2348, top5_acc: 0.4665, loss_cls: 3.6429, loss: 3.6429, grad_norm: 1.9266 2021-01-18 23:35:02,056 - mmaction - INFO - Epoch [10][800/2147] lr: 6.941e-02, eta: 10 days, 12:58:27, time: 1.577, data_time: 0.003, memory: 16628, top1_acc: 0.2321, top5_acc: 0.4692, loss_cls: 3.6289, loss: 3.6289, grad_norm: 1.9179 2021-01-18 23:35:37,253 - mmaction - INFO - Epoch [10][820/2147] lr: 6.945e-02, eta: 10 days, 12:58:07, time: 1.748, data_time: 0.006, memory: 16628, top1_acc: 0.2179, top5_acc: 0.4679, loss_cls: 3.6514, loss: 3.6514, grad_norm: 1.9480 2021-01-18 23:36:09,774 - mmaction - INFO - Epoch [10][840/2147] lr: 6.950e-02, eta: 10 days, 12:56:45, time: 1.629, data_time: 0.018, memory: 16628, top1_acc: 0.2241, top5_acc: 0.4830, loss_cls: 3.6438, loss: 3.6438, grad_norm: 1.9065 2021-01-18 23:36:42,161 - mmaction - INFO - Epoch [10][860/2147] lr: 6.955e-02, eta: 10 days, 12:54:55, time: 1.575, data_time: 0.107, memory: 16628, top1_acc: 0.2205, top5_acc: 0.4696, loss_cls: 3.6522, loss: 3.6522, grad_norm: 1.9296 2021-01-18 23:37:21,613 - mmaction - INFO - Epoch [10][880/2147] lr: 6.960e-02, eta: 10 days, 12:56:57, time: 2.017, data_time: 0.058, memory: 16628, top1_acc: 0.2509, top5_acc: 0.4978, loss_cls: 3.5780, loss: 3.5780, grad_norm: 1.8902 2021-01-18 23:37:50,385 - mmaction - INFO - Epoch [10][900/2147] lr: 6.965e-02, eta: 10 days, 12:53:59, time: 1.447, data_time: 0.011, memory: 16628, top1_acc: 0.2411, top5_acc: 0.4705, loss_cls: 3.6664, loss: 3.6664, grad_norm: 1.9064 2021-01-18 23:38:21,838 - mmaction - INFO - Epoch [10][920/2147] lr: 6.970e-02, eta: 10 days, 12:52:07, time: 1.572, data_time: 0.004, memory: 16628, top1_acc: 0.2317, top5_acc: 0.4862, loss_cls: 3.6403, loss: 3.6403, grad_norm: 1.9262 2021-01-18 23:38:50,571 - mmaction - INFO - Epoch [10][940/2147] lr: 6.975e-02, eta: 10 days, 12:49:05, time: 1.436, data_time: 0.003, memory: 16628, top1_acc: 0.2129, top5_acc: 0.4790, loss_cls: 3.6212, loss: 3.6212, grad_norm: 1.8834 2021-01-18 23:39:19,657 - mmaction - INFO - Epoch [10][960/2147] lr: 6.980e-02, eta: 10 days, 12:46:13, time: 1.456, data_time: 0.004, memory: 16628, top1_acc: 0.2134, top5_acc: 0.4643, loss_cls: 3.6691, loss: 3.6691, grad_norm: 1.9382 2021-01-18 23:39:49,666 - mmaction - INFO - Epoch [10][980/2147] lr: 6.985e-02, eta: 10 days, 12:43:44, time: 1.499, data_time: 0.002, memory: 16628, top1_acc: 0.2250, top5_acc: 0.4647, loss_cls: 3.6336, loss: 3.6336, grad_norm: 1.8902 2021-01-18 23:40:25,346 - mmaction - INFO - Epoch [10][1000/2147] lr: 6.990e-02, eta: 10 days, 12:43:38, time: 1.772, data_time: 0.006, memory: 16628, top1_acc: 0.2268, top5_acc: 0.4491, loss_cls: 3.6684, loss: 3.6684, grad_norm: 1.9028 2021-01-18 23:40:57,085 - mmaction - INFO - Epoch [10][1020/2147] lr: 6.995e-02, eta: 10 days, 12:42:01, time: 1.599, data_time: 0.014, memory: 16628, top1_acc: 0.2353, top5_acc: 0.4893, loss_cls: 3.5925, loss: 3.5925, grad_norm: 1.8810 2021-01-18 23:41:25,750 - mmaction - INFO - Epoch [10][1040/2147] lr: 7.000e-02, eta: 10 days, 12:38:58, time: 1.434, data_time: 0.003, memory: 16628, top1_acc: 0.2263, top5_acc: 0.4616, loss_cls: 3.6591, loss: 3.6591, grad_norm: 1.9354 2021-01-18 23:42:05,121 - mmaction - INFO - Epoch [10][1060/2147] lr: 7.004e-02, eta: 10 days, 12:40:32, time: 1.965, data_time: 0.004, memory: 16628, top1_acc: 0.2362, top5_acc: 0.4710, loss_cls: 3.6364, loss: 3.6364, grad_norm: 1.9212 2021-01-18 23:42:36,120 - mmaction - INFO - Epoch [10][1080/2147] lr: 7.009e-02, eta: 10 days, 12:38:32, time: 1.553, data_time: 0.007, memory: 16628, top1_acc: 0.2446, top5_acc: 0.4763, loss_cls: 3.6060, loss: 3.6060, grad_norm: 1.8778 2021-01-18 23:43:04,799 - mmaction - INFO - Epoch [10][1100/2147] lr: 7.014e-02, eta: 10 days, 12:35:30, time: 1.434, data_time: 0.007, memory: 16628, top1_acc: 0.2259, top5_acc: 0.4491, loss_cls: 3.6976, loss: 3.6976, grad_norm: 1.8877 2021-01-18 23:43:33,618 - mmaction - INFO - Epoch [10][1120/2147] lr: 7.019e-02, eta: 10 days, 12:32:32, time: 1.441, data_time: 0.002, memory: 16628, top1_acc: 0.2250, top5_acc: 0.4612, loss_cls: 3.6773, loss: 3.6773, grad_norm: 1.8739 2021-01-18 23:44:04,279 - mmaction - INFO - Epoch [10][1140/2147] lr: 7.024e-02, eta: 10 days, 12:30:22, time: 1.533, data_time: 0.003, memory: 16628, top1_acc: 0.2237, top5_acc: 0.4554, loss_cls: 3.7095, loss: 3.7095, grad_norm: 1.8930 2021-01-18 23:44:35,636 - mmaction - INFO - Epoch [10][1160/2147] lr: 7.029e-02, eta: 10 days, 12:28:30, time: 1.568, data_time: 0.004, memory: 16628, top1_acc: 0.2411, top5_acc: 0.4781, loss_cls: 3.5947, loss: 3.5947, grad_norm: 1.8563 2021-01-18 23:45:05,496 - mmaction - INFO - Epoch [10][1180/2147] lr: 7.034e-02, eta: 10 days, 12:25:58, time: 1.490, data_time: 0.003, memory: 16628, top1_acc: 0.2353, top5_acc: 0.4719, loss_cls: 3.6316, loss: 3.6316, grad_norm: 1.8868 2021-01-18 23:45:34,108 - mmaction - INFO - Epoch [10][1200/2147] lr: 7.039e-02, eta: 10 days, 12:22:58, time: 1.434, data_time: 0.006, memory: 16628, top1_acc: 0.2335, top5_acc: 0.4594, loss_cls: 3.6251, loss: 3.6251, grad_norm: 1.9262 2021-01-18 23:46:02,528 - mmaction - INFO - Epoch [10][1220/2147] lr: 7.044e-02, eta: 10 days, 12:19:50, time: 1.420, data_time: 0.002, memory: 16628, top1_acc: 0.2121, top5_acc: 0.4527, loss_cls: 3.7219, loss: 3.7219, grad_norm: 1.8771 2021-01-18 23:46:31,581 - mmaction - INFO - Epoch [10][1240/2147] lr: 7.049e-02, eta: 10 days, 12:17:00, time: 1.453, data_time: 0.005, memory: 16628, top1_acc: 0.2219, top5_acc: 0.4946, loss_cls: 3.5419, loss: 3.5419, grad_norm: 1.8775 2021-01-18 23:47:17,715 - mmaction - INFO - Epoch [10][1260/2147] lr: 7.054e-02, eta: 10 days, 12:21:27, time: 2.301, data_time: 0.006, memory: 16628, top1_acc: 0.2326, top5_acc: 0.4888, loss_cls: 3.5996, loss: 3.5996, grad_norm: 1.9326 2021-01-18 23:47:47,112 - mmaction - INFO - Epoch [10][1280/2147] lr: 7.059e-02, eta: 10 days, 12:18:47, time: 1.473, data_time: 0.009, memory: 16628, top1_acc: 0.2357, top5_acc: 0.4812, loss_cls: 3.5827, loss: 3.5827, grad_norm: 1.9064 2021-01-18 23:48:17,094 - mmaction - INFO - Epoch [10][1300/2147] lr: 7.063e-02, eta: 10 days, 12:16:21, time: 1.501, data_time: 0.004, memory: 16628, top1_acc: 0.2429, top5_acc: 0.4768, loss_cls: 3.6538, loss: 3.6538, grad_norm: 1.9092 2021-01-18 23:48:48,690 - mmaction - INFO - Epoch [10][1320/2147] lr: 7.068e-02, eta: 10 days, 12:14:31, time: 1.568, data_time: 0.010, memory: 16628, top1_acc: 0.2223, top5_acc: 0.4647, loss_cls: 3.6822, loss: 3.6822, grad_norm: 1.9120 2021-01-18 23:49:17,713 - mmaction - INFO - Epoch [10][1340/2147] lr: 7.073e-02, eta: 10 days, 12:11:46, time: 1.461, data_time: 0.015, memory: 16628, top1_acc: 0.2228, top5_acc: 0.4683, loss_cls: 3.6531, loss: 3.6531, grad_norm: 1.8542 2021-01-18 23:49:52,717 - mmaction - INFO - Epoch [10][1360/2147] lr: 7.078e-02, eta: 10 days, 12:11:23, time: 1.738, data_time: 0.008, memory: 16628, top1_acc: 0.2339, top5_acc: 0.4625, loss_cls: 3.6714, loss: 3.6714, grad_norm: 1.8580 2021-01-18 23:50:22,454 - mmaction - INFO - Epoch [10][1380/2147] lr: 7.083e-02, eta: 10 days, 12:08:55, time: 1.495, data_time: 0.019, memory: 16628, top1_acc: 0.2393, top5_acc: 0.4661, loss_cls: 3.6417, loss: 3.6417, grad_norm: 1.9021 2021-01-18 23:50:53,284 - mmaction - INFO - Epoch [10][1400/2147] lr: 7.088e-02, eta: 10 days, 12:06:55, time: 1.548, data_time: 0.010, memory: 16628, top1_acc: 0.2384, top5_acc: 0.4754, loss_cls: 3.5723, loss: 3.5723, grad_norm: 1.9015 2021-01-18 23:51:24,618 - mmaction - INFO - Epoch [10][1420/2147] lr: 7.093e-02, eta: 10 days, 12:05:04, time: 1.566, data_time: 0.008, memory: 16628, top1_acc: 0.2397, top5_acc: 0.4830, loss_cls: 3.5545, loss: 3.5545, grad_norm: 1.9396 2021-01-18 23:51:56,186 - mmaction - INFO - Epoch [10][1440/2147] lr: 7.098e-02, eta: 10 days, 12:03:19, time: 1.577, data_time: 0.002, memory: 16628, top1_acc: 0.2295, top5_acc: 0.4763, loss_cls: 3.6258, loss: 3.6258, grad_norm: 1.9361 2021-01-18 23:52:26,684 - mmaction - INFO - Epoch [10][1460/2147] lr: 7.103e-02, eta: 10 days, 12:01:09, time: 1.527, data_time: 0.004, memory: 16628, top1_acc: 0.2290, top5_acc: 0.4554, loss_cls: 3.6667, loss: 3.6667, grad_norm: 1.9217 2021-01-18 23:52:58,333 - mmaction - INFO - Epoch [10][1480/2147] lr: 7.108e-02, eta: 10 days, 11:59:26, time: 1.582, data_time: 0.003, memory: 16628, top1_acc: 0.2473, top5_acc: 0.4929, loss_cls: 3.5555, loss: 3.5555, grad_norm: 1.8744 2021-01-18 23:53:27,957 - mmaction - INFO - Epoch [10][1500/2147] lr: 7.113e-02, eta: 10 days, 11:56:54, time: 1.482, data_time: 0.003, memory: 16628, top1_acc: 0.2353, top5_acc: 0.4884, loss_cls: 3.5691, loss: 3.5691, grad_norm: 1.9551 2021-01-18 23:53:56,454 - mmaction - INFO - Epoch [10][1520/2147] lr: 7.118e-02, eta: 10 days, 11:53:52, time: 1.424, data_time: 0.001, memory: 16628, top1_acc: 0.2304, top5_acc: 0.4826, loss_cls: 3.6096, loss: 3.6096, grad_norm: 1.9420 2021-01-18 23:54:24,897 - mmaction - INFO - Epoch [10][1540/2147] lr: 7.122e-02, eta: 10 days, 11:50:49, time: 1.423, data_time: 0.003, memory: 16628, top1_acc: 0.2388, top5_acc: 0.4750, loss_cls: 3.6293, loss: 3.6293, grad_norm: 1.8833 2021-01-18 23:54:55,769 - mmaction - INFO - Epoch [10][1560/2147] lr: 7.127e-02, eta: 10 days, 11:48:48, time: 1.543, data_time: 0.002, memory: 16628, top1_acc: 0.2388, top5_acc: 0.4621, loss_cls: 3.6218, loss: 3.6218, grad_norm: 1.9142 2021-01-18 23:55:24,545 - mmaction - INFO - Epoch [10][1580/2147] lr: 7.132e-02, eta: 10 days, 11:45:55, time: 1.439, data_time: 0.005, memory: 16628, top1_acc: 0.2259, top5_acc: 0.4536, loss_cls: 3.6716, loss: 3.6716, grad_norm: 1.9062 2021-01-18 23:55:55,769 - mmaction - INFO - Epoch [10][1600/2147] lr: 7.137e-02, eta: 10 days, 11:44:01, time: 1.558, data_time: 0.002, memory: 16628, top1_acc: 0.2455, top5_acc: 0.4946, loss_cls: 3.5407, loss: 3.5407, grad_norm: 1.9060 2021-01-18 23:56:24,366 - mmaction - INFO - Epoch [10][1620/2147] lr: 7.142e-02, eta: 10 days, 11:41:05, time: 1.433, data_time: 0.005, memory: 16628, top1_acc: 0.2254, top5_acc: 0.4589, loss_cls: 3.6957, loss: 3.6957, grad_norm: 1.9298 2021-01-18 23:57:00,407 - mmaction - INFO - Epoch [10][1640/2147] lr: 7.147e-02, eta: 10 days, 11:41:14, time: 1.799, data_time: 0.003, memory: 16628, top1_acc: 0.2277, top5_acc: 0.4719, loss_cls: 3.6401, loss: 3.6401, grad_norm: 1.9246 2021-01-18 23:57:28,789 - mmaction - INFO - Epoch [10][1660/2147] lr: 7.152e-02, eta: 10 days, 11:38:12, time: 1.421, data_time: 0.005, memory: 16628, top1_acc: 0.2455, top5_acc: 0.4888, loss_cls: 3.6035, loss: 3.6035, grad_norm: 1.8893 2021-01-18 23:58:03,280 - mmaction - INFO - Epoch [10][1680/2147] lr: 7.157e-02, eta: 10 days, 11:37:41, time: 1.721, data_time: 0.004, memory: 16628, top1_acc: 0.2304, top5_acc: 0.4719, loss_cls: 3.6723, loss: 3.6723, grad_norm: 1.8950 2021-01-18 23:58:37,005 - mmaction - INFO - Epoch [10][1700/2147] lr: 7.162e-02, eta: 10 days, 11:36:53, time: 1.685, data_time: 0.007, memory: 16628, top1_acc: 0.2518, top5_acc: 0.5022, loss_cls: 3.5121, loss: 3.5121, grad_norm: 1.9175 2021-01-18 23:59:05,741 - mmaction - INFO - Epoch [10][1720/2147] lr: 7.167e-02, eta: 10 days, 11:33:56, time: 1.430, data_time: 0.010, memory: 16628, top1_acc: 0.2210, top5_acc: 0.4652, loss_cls: 3.6611, loss: 3.6611, grad_norm: 1.9529 2021-01-18 23:59:36,617 - mmaction - INFO - Epoch [10][1740/2147] lr: 7.172e-02, eta: 10 days, 11:32:03, time: 1.556, data_time: 0.016, memory: 16628, top1_acc: 0.2366, top5_acc: 0.4830, loss_cls: 3.5877, loss: 3.5877, grad_norm: 1.8799 2021-01-19 00:00:10,907 - mmaction - INFO - Epoch [10][1760/2147] lr: 7.177e-02, eta: 10 days, 11:31:25, time: 1.707, data_time: 0.002, memory: 16628, top1_acc: 0.2397, top5_acc: 0.4741, loss_cls: 3.6303, loss: 3.6303, grad_norm: 1.9208 2021-01-19 00:00:46,333 - mmaction - INFO - Epoch [10][1780/2147] lr: 7.181e-02, eta: 10 days, 11:31:18, time: 1.767, data_time: 0.016, memory: 16628, top1_acc: 0.2183, top5_acc: 0.4853, loss_cls: 3.5940, loss: 3.5940, grad_norm: 1.9210 2021-01-19 00:01:17,477 - mmaction - INFO - Epoch [10][1800/2147] lr: 7.186e-02, eta: 10 days, 11:29:29, time: 1.565, data_time: 0.022, memory: 16628, top1_acc: 0.2442, top5_acc: 0.4821, loss_cls: 3.5548, loss: 3.5548, grad_norm: 1.9035 2021-01-19 00:02:00,385 - mmaction - INFO - Epoch [10][1820/2147] lr: 7.191e-02, eta: 10 days, 11:32:30, time: 2.143, data_time: 0.006, memory: 16628, top1_acc: 0.2562, top5_acc: 0.5031, loss_cls: 3.5113, loss: 3.5113, grad_norm: 1.9274 2021-01-19 00:02:29,278 - mmaction - INFO - Epoch [10][1840/2147] lr: 7.196e-02, eta: 10 days, 11:29:44, time: 1.450, data_time: 0.013, memory: 16628, top1_acc: 0.2487, top5_acc: 0.4942, loss_cls: 3.5371, loss: 3.5371, grad_norm: 1.9266 2021-01-19 00:02:59,280 - mmaction - INFO - Epoch [10][1860/2147] lr: 7.201e-02, eta: 10 days, 11:27:19, time: 1.491, data_time: 0.004, memory: 16628, top1_acc: 0.2402, top5_acc: 0.4960, loss_cls: 3.5800, loss: 3.5800, grad_norm: 1.9468 2021-01-19 00:03:29,291 - mmaction - INFO - Epoch [10][1880/2147] lr: 7.206e-02, eta: 10 days, 11:25:03, time: 1.507, data_time: 0.019, memory: 16628, top1_acc: 0.2473, top5_acc: 0.4857, loss_cls: 3.5730, loss: 3.5730, grad_norm: 1.9002 2021-01-19 00:04:00,793 - mmaction - INFO - Epoch [10][1900/2147] lr: 7.211e-02, eta: 10 days, 11:23:20, time: 1.575, data_time: 0.007, memory: 16628, top1_acc: 0.2487, top5_acc: 0.4879, loss_cls: 3.6055, loss: 3.6055, grad_norm: 1.9682 2021-01-19 00:04:29,555 - mmaction - INFO - Epoch [10][1920/2147] lr: 7.216e-02, eta: 10 days, 11:20:30, time: 1.441, data_time: 0.007, memory: 16628, top1_acc: 0.2299, top5_acc: 0.4830, loss_cls: 3.6037, loss: 3.6037, grad_norm: 1.9295 2021-01-19 00:05:00,411 - mmaction - INFO - Epoch [10][1940/2147] lr: 7.221e-02, eta: 10 days, 11:18:32, time: 1.545, data_time: 0.006, memory: 16628, top1_acc: 0.2237, top5_acc: 0.4522, loss_cls: 3.6174, loss: 3.6174, grad_norm: 1.8935 2021-01-19 00:05:30,305 - mmaction - INFO - Epoch [10][1960/2147] lr: 7.226e-02, eta: 10 days, 11:16:08, time: 1.491, data_time: 0.004, memory: 16628, top1_acc: 0.2362, top5_acc: 0.4826, loss_cls: 3.5979, loss: 3.5979, grad_norm: 1.8782 2021-01-19 00:05:59,276 - mmaction - INFO - Epoch [10][1980/2147] lr: 7.231e-02, eta: 10 days, 11:13:25, time: 1.452, data_time: 0.015, memory: 16628, top1_acc: 0.2455, top5_acc: 0.4906, loss_cls: 3.5771, loss: 3.5771, grad_norm: 1.9204 2021-01-19 00:06:27,811 - mmaction - INFO - Epoch [10][2000/2147] lr: 7.236e-02, eta: 10 days, 11:10:29, time: 1.426, data_time: 0.002, memory: 16628, top1_acc: 0.2290, top5_acc: 0.4710, loss_cls: 3.6248, loss: 3.6248, grad_norm: 1.8867 2021-01-19 00:07:00,599 - mmaction - INFO - Epoch [10][2020/2147] lr: 7.240e-02, eta: 10 days, 11:09:19, time: 1.639, data_time: 0.004, memory: 16628, top1_acc: 0.2299, top5_acc: 0.4879, loss_cls: 3.5991, loss: 3.5991, grad_norm: 1.9185 2021-01-19 00:07:32,571 - mmaction - INFO - Epoch [10][2040/2147] lr: 7.245e-02, eta: 10 days, 11:07:46, time: 1.593, data_time: 0.004, memory: 16628, top1_acc: 0.2290, top5_acc: 0.4598, loss_cls: 3.6208, loss: 3.6208, grad_norm: 1.9487 2021-01-19 00:08:03,703 - mmaction - INFO - Epoch [10][2060/2147] lr: 7.250e-02, eta: 10 days, 11:05:58, time: 1.562, data_time: 0.008, memory: 16628, top1_acc: 0.2286, top5_acc: 0.4683, loss_cls: 3.6378, loss: 3.6378, grad_norm: 1.9062 2021-01-19 00:08:39,689 - mmaction - INFO - Epoch [10][2080/2147] lr: 7.255e-02, eta: 10 days, 11:06:05, time: 1.793, data_time: 0.006, memory: 16628, top1_acc: 0.2478, top5_acc: 0.4897, loss_cls: 3.5675, loss: 3.5675, grad_norm: 1.8731 2021-01-19 00:09:11,488 - mmaction - INFO - Epoch [10][2100/2147] lr: 7.260e-02, eta: 10 days, 11:04:34, time: 1.597, data_time: 0.008, memory: 16628, top1_acc: 0.2045, top5_acc: 0.4348, loss_cls: 3.7961, loss: 3.7961, grad_norm: 1.9477 2021-01-19 00:09:39,887 - mmaction - INFO - Epoch [10][2120/2147] lr: 7.265e-02, eta: 10 days, 11:01:36, time: 1.420, data_time: 0.005, memory: 16628, top1_acc: 0.2295, top5_acc: 0.4754, loss_cls: 3.6023, loss: 3.6023, grad_norm: 1.8531 2021-01-19 00:10:12,240 - mmaction - INFO - Epoch [10][2140/2147] lr: 7.270e-02, eta: 10 days, 11:00:16, time: 1.617, data_time: 0.003, memory: 16628, top1_acc: 0.2304, top5_acc: 0.4772, loss_cls: 3.6109, loss: 3.6109, grad_norm: 1.9005 2021-01-19 00:29:31,872 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-19 00:29:32,779 - mmaction - INFO - top1_acc 0.2668 top5_acc 0.5324 2021-01-19 00:29:32,780 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-19 00:29:32,860 - mmaction - INFO - mean_acc 0.2667 2021-01-19 00:29:32,861 - mmaction - INFO - Now best checkpoint is epoch_10.pth 2021-01-19 00:29:32,875 - mmaction - INFO - Epoch(val) [10][2147] top1_acc: 0.2668, top5_acc: 0.5324, mean_class_accuracy: 0.2667 2021-01-19 00:34:28,807 - mmaction - INFO - Epoch [11][20/2147] lr: 7.271e-02, eta: 10 days, 12:41:45, time: 14.793, data_time: 13.011, memory: 16628, top1_acc: 0.2464, top5_acc: 0.4884, loss_cls: 3.5997, loss: 3.5997, grad_norm: 1.9060 2021-01-19 00:34:57,285 - mmaction - INFO - Epoch [11][40/2147] lr: 7.276e-02, eta: 10 days, 12:38:44, time: 1.423, data_time: 0.003, memory: 16628, top1_acc: 0.2433, top5_acc: 0.4848, loss_cls: 3.5077, loss: 3.5077, grad_norm: 1.8994 2021-01-19 00:35:27,055 - mmaction - INFO - Epoch [11][60/2147] lr: 7.281e-02, eta: 10 days, 12:36:14, time: 1.487, data_time: 0.007, memory: 16628, top1_acc: 0.2571, top5_acc: 0.4933, loss_cls: 3.5361, loss: 3.5361, grad_norm: 1.9195 2021-01-19 00:35:57,537 - mmaction - INFO - Epoch [11][80/2147] lr: 7.286e-02, eta: 10 days, 12:34:02, time: 1.523, data_time: 0.005, memory: 16628, top1_acc: 0.2210, top5_acc: 0.4821, loss_cls: 3.5953, loss: 3.5953, grad_norm: 1.9799 2021-01-19 00:36:27,769 - mmaction - INFO - Epoch [11][100/2147] lr: 7.291e-02, eta: 10 days, 12:31:46, time: 1.514, data_time: 0.005, memory: 16628, top1_acc: 0.2504, top5_acc: 0.4982, loss_cls: 3.5714, loss: 3.5714, grad_norm: 1.9149 2021-01-19 00:37:10,224 - mmaction - INFO - Epoch [11][120/2147] lr: 7.296e-02, eta: 10 days, 12:34:27, time: 2.121, data_time: 0.003, memory: 16628, top1_acc: 0.2464, top5_acc: 0.4915, loss_cls: 3.5504, loss: 3.5504, grad_norm: 1.8833 2021-01-19 00:37:40,967 - mmaction - INFO - Epoch [11][140/2147] lr: 7.301e-02, eta: 10 days, 12:32:23, time: 1.539, data_time: 0.006, memory: 16628, top1_acc: 0.2469, top5_acc: 0.4875, loss_cls: 3.5413, loss: 3.5413, grad_norm: 1.9213 2021-01-19 00:38:09,892 - mmaction - INFO - Epoch [11][160/2147] lr: 7.306e-02, eta: 10 days, 12:29:34, time: 1.446, data_time: 0.003, memory: 16628, top1_acc: 0.2509, top5_acc: 0.4951, loss_cls: 3.5464, loss: 3.5464, grad_norm: 1.9465 2021-01-19 00:38:42,065 - mmaction - INFO - Epoch [11][180/2147] lr: 7.311e-02, eta: 10 days, 12:28:05, time: 1.610, data_time: 0.007, memory: 16628, top1_acc: 0.2420, top5_acc: 0.4964, loss_cls: 3.5445, loss: 3.5445, grad_norm: 1.9420 2021-01-19 00:39:12,706 - mmaction - INFO - Epoch [11][200/2147] lr: 7.316e-02, eta: 10 days, 12:25:57, time: 1.530, data_time: 0.003, memory: 16628, top1_acc: 0.2536, top5_acc: 0.4879, loss_cls: 3.5061, loss: 3.5061, grad_norm: 1.9196 2021-01-19 00:39:41,880 - mmaction - INFO - Epoch [11][220/2147] lr: 7.320e-02, eta: 10 days, 12:23:15, time: 1.459, data_time: 0.011, memory: 16628, top1_acc: 0.2406, top5_acc: 0.4960, loss_cls: 3.5077, loss: 3.5077, grad_norm: 1.9015 2021-01-19 00:40:10,823 - mmaction - INFO - Epoch [11][240/2147] lr: 7.325e-02, eta: 10 days, 12:20:28, time: 1.449, data_time: 0.006, memory: 16628, top1_acc: 0.2455, top5_acc: 0.4875, loss_cls: 3.5677, loss: 3.5677, grad_norm: 1.9289 2021-01-19 00:40:39,929 - mmaction - INFO - Epoch [11][260/2147] lr: 7.330e-02, eta: 10 days, 12:17:43, time: 1.452, data_time: 0.002, memory: 16628, top1_acc: 0.2299, top5_acc: 0.4911, loss_cls: 3.6074, loss: 3.6074, grad_norm: 1.9226 2021-01-19 00:41:09,889 - mmaction - INFO - Epoch [11][280/2147] lr: 7.335e-02, eta: 10 days, 12:15:22, time: 1.501, data_time: 0.006, memory: 16628, top1_acc: 0.2455, top5_acc: 0.4866, loss_cls: 3.5531, loss: 3.5531, grad_norm: 1.9076 2021-01-19 00:41:41,195 - mmaction - INFO - Epoch [11][300/2147] lr: 7.340e-02, eta: 10 days, 12:13:22, time: 1.543, data_time: 0.008, memory: 16628, top1_acc: 0.2433, top5_acc: 0.4804, loss_cls: 3.5912, loss: 3.5912, grad_norm: 1.9142 2021-01-19 00:42:09,905 - mmaction - INFO - Epoch [11][320/2147] lr: 7.345e-02, eta: 10 days, 12:10:41, time: 1.459, data_time: 0.030, memory: 16628, top1_acc: 0.2536, top5_acc: 0.5147, loss_cls: 3.4733, loss: 3.4733, grad_norm: 1.9744 2021-01-19 00:42:38,759 - mmaction - INFO - Epoch [11][340/2147] lr: 7.350e-02, eta: 10 days, 12:07:52, time: 1.443, data_time: 0.002, memory: 16628, top1_acc: 0.2585, top5_acc: 0.5054, loss_cls: 3.4819, loss: 3.4819, grad_norm: 1.9254 2021-01-19 00:43:07,616 - mmaction - INFO - Epoch [11][360/2147] lr: 7.355e-02, eta: 10 days, 12:05:03, time: 1.442, data_time: 0.001, memory: 16628, top1_acc: 0.2406, top5_acc: 0.4938, loss_cls: 3.5388, loss: 3.5388, grad_norm: 1.9259 2021-01-19 00:43:36,369 - mmaction - INFO - Epoch [11][380/2147] lr: 7.360e-02, eta: 10 days, 12:02:13, time: 1.439, data_time: 0.008, memory: 16628, top1_acc: 0.2500, top5_acc: 0.4871, loss_cls: 3.5667, loss: 3.5667, grad_norm: 1.9234 2021-01-19 00:44:10,561 - mmaction - INFO - Epoch [11][400/2147] lr: 7.365e-02, eta: 10 days, 12:01:34, time: 1.709, data_time: 0.002, memory: 16628, top1_acc: 0.2411, top5_acc: 0.4790, loss_cls: 3.5863, loss: 3.5863, grad_norm: 1.9070 2021-01-19 00:44:39,228 - mmaction - INFO - Epoch [11][420/2147] lr: 7.370e-02, eta: 10 days, 11:58:42, time: 1.433, data_time: 0.005, memory: 16628, top1_acc: 0.2522, top5_acc: 0.5058, loss_cls: 3.4959, loss: 3.4959, grad_norm: 1.9369 2021-01-19 00:45:12,385 - mmaction - INFO - Epoch [11][440/2147] lr: 7.375e-02, eta: 10 days, 11:57:37, time: 1.656, data_time: 0.005, memory: 16628, top1_acc: 0.2317, top5_acc: 0.4777, loss_cls: 3.6081, loss: 3.6081, grad_norm: 1.9302 2021-01-19 00:45:42,942 - mmaction - INFO - Epoch [11][460/2147] lr: 7.379e-02, eta: 10 days, 11:55:32, time: 1.530, data_time: 0.007, memory: 16628, top1_acc: 0.2562, top5_acc: 0.5089, loss_cls: 3.4484, loss: 3.4484, grad_norm: 1.8782 2021-01-19 00:46:13,865 - mmaction - INFO - Epoch [11][480/2147] lr: 7.384e-02, eta: 10 days, 11:53:34, time: 1.546, data_time: 0.003, memory: 16628, top1_acc: 0.2366, top5_acc: 0.4768, loss_cls: 3.5741, loss: 3.5741, grad_norm: 1.9285 2021-01-19 00:46:43,261 - mmaction - INFO - Epoch [11][500/2147] lr: 7.389e-02, eta: 10 days, 11:51:01, time: 1.471, data_time: 0.012, memory: 16628, top1_acc: 0.2491, top5_acc: 0.4853, loss_cls: 3.5350, loss: 3.5350, grad_norm: 1.8834 2021-01-19 00:47:20,249 - mmaction - INFO - Epoch [11][520/2147] lr: 7.394e-02, eta: 10 days, 11:51:29, time: 1.848, data_time: 0.026, memory: 16628, top1_acc: 0.2326, top5_acc: 0.4906, loss_cls: 3.5515, loss: 3.5515, grad_norm: 1.8844 2021-01-19 00:47:49,055 - mmaction - INFO - Epoch [11][540/2147] lr: 7.399e-02, eta: 10 days, 11:48:42, time: 1.442, data_time: 0.006, memory: 16628, top1_acc: 0.2571, top5_acc: 0.4884, loss_cls: 3.5258, loss: 3.5258, grad_norm: 1.8842 2021-01-19 00:48:19,087 - mmaction - INFO - Epoch [11][560/2147] lr: 7.404e-02, eta: 10 days, 11:46:22, time: 1.498, data_time: 0.003, memory: 16628, top1_acc: 0.2451, top5_acc: 0.4853, loss_cls: 3.5871, loss: 3.5871, grad_norm: 1.9280 2021-01-19 00:48:50,847 - mmaction - INFO - Epoch [11][580/2147] lr: 7.409e-02, eta: 10 days, 11:44:47, time: 1.590, data_time: 0.006, memory: 16628, top1_acc: 0.2437, top5_acc: 0.4871, loss_cls: 3.5139, loss: 3.5139, grad_norm: 1.9289 2021-01-19 00:49:20,026 - mmaction - INFO - Epoch [11][600/2147] lr: 7.414e-02, eta: 10 days, 11:42:09, time: 1.460, data_time: 0.004, memory: 16628, top1_acc: 0.2446, top5_acc: 0.4888, loss_cls: 3.5695, loss: 3.5695, grad_norm: 1.9574 2021-01-19 00:49:52,307 - mmaction - INFO - Epoch [11][620/2147] lr: 7.419e-02, eta: 10 days, 11:40:45, time: 1.613, data_time: 0.004, memory: 16628, top1_acc: 0.2629, top5_acc: 0.5004, loss_cls: 3.5136, loss: 3.5136, grad_norm: 1.9158 2021-01-19 00:50:21,484 - mmaction - INFO - Epoch [11][640/2147] lr: 7.424e-02, eta: 10 days, 11:38:07, time: 1.460, data_time: 0.006, memory: 16628, top1_acc: 0.2455, top5_acc: 0.4839, loss_cls: 3.5554, loss: 3.5554, grad_norm: 1.9262 2021-01-19 00:50:50,165 - mmaction - INFO - Epoch [11][660/2147] lr: 7.429e-02, eta: 10 days, 11:35:18, time: 1.435, data_time: 0.002, memory: 16628, top1_acc: 0.2348, top5_acc: 0.4853, loss_cls: 3.6045, loss: 3.6045, grad_norm: 1.9286 2021-01-19 00:51:19,085 - mmaction - INFO - Epoch [11][680/2147] lr: 7.433e-02, eta: 10 days, 11:32:33, time: 1.443, data_time: 0.002, memory: 16628, top1_acc: 0.2478, top5_acc: 0.4929, loss_cls: 3.5123, loss: 3.5123, grad_norm: 1.9121 2021-01-19 00:52:00,494 - mmaction - INFO - Epoch [11][700/2147] lr: 7.438e-02, eta: 10 days, 11:34:46, time: 2.067, data_time: 0.008, memory: 16628, top1_acc: 0.2326, top5_acc: 0.4696, loss_cls: 3.6492, loss: 3.6492, grad_norm: 1.9183 2021-01-19 00:52:30,220 - mmaction - INFO - Epoch [11][720/2147] lr: 7.443e-02, eta: 10 days, 11:32:22, time: 1.487, data_time: 0.010, memory: 16628, top1_acc: 0.2567, top5_acc: 0.4960, loss_cls: 3.5223, loss: 3.5223, grad_norm: 1.8607 2021-01-19 00:53:05,410 - mmaction - INFO - Epoch [11][740/2147] lr: 7.448e-02, eta: 10 days, 11:32:09, time: 1.763, data_time: 0.009, memory: 16628, top1_acc: 0.2545, top5_acc: 0.5009, loss_cls: 3.5107, loss: 3.5107, grad_norm: 1.8727 2021-01-19 00:53:33,821 - mmaction - INFO - Epoch [11][760/2147] lr: 7.453e-02, eta: 10 days, 11:29:16, time: 1.423, data_time: 0.005, memory: 16628, top1_acc: 0.2496, top5_acc: 0.5000, loss_cls: 3.4969, loss: 3.4969, grad_norm: 1.9603 2021-01-19 00:54:03,641 - mmaction - INFO - Epoch [11][780/2147] lr: 7.458e-02, eta: 10 days, 11:26:54, time: 1.490, data_time: 0.003, memory: 16628, top1_acc: 0.2442, top5_acc: 0.4920, loss_cls: 3.5020, loss: 3.5020, grad_norm: 1.9057 2021-01-19 00:54:34,185 - mmaction - INFO - Epoch [11][800/2147] lr: 7.463e-02, eta: 10 days, 11:24:50, time: 1.527, data_time: 0.004, memory: 16628, top1_acc: 0.2536, top5_acc: 0.4946, loss_cls: 3.5245, loss: 3.5245, grad_norm: 1.9100 2021-01-19 00:55:02,948 - mmaction - INFO - Epoch [11][820/2147] lr: 7.468e-02, eta: 10 days, 11:22:03, time: 1.436, data_time: 0.003, memory: 16628, top1_acc: 0.2558, top5_acc: 0.5031, loss_cls: 3.5166, loss: 3.5166, grad_norm: 1.9183 2021-01-19 00:55:33,542 - mmaction - INFO - Epoch [11][840/2147] lr: 7.473e-02, eta: 10 days, 11:20:00, time: 1.529, data_time: 0.006, memory: 16628, top1_acc: 0.2308, top5_acc: 0.4996, loss_cls: 3.5139, loss: 3.5139, grad_norm: 1.9582 2021-01-19 00:56:03,847 - mmaction - INFO - Epoch [11][860/2147] lr: 7.478e-02, eta: 10 days, 11:17:53, time: 1.519, data_time: 0.011, memory: 16628, top1_acc: 0.2379, top5_acc: 0.4879, loss_cls: 3.5681, loss: 3.5681, grad_norm: 1.9249 2021-01-19 00:56:34,092 - mmaction - INFO - Epoch [11][880/2147] lr: 7.483e-02, eta: 10 days, 11:15:24, time: 1.473, data_time: 0.003, memory: 16628, top1_acc: 0.2402, top5_acc: 0.4763, loss_cls: 3.6417, loss: 3.6417, grad_norm: 1.9030 2021-01-19 00:57:05,912 - mmaction - INFO - Epoch [11][900/2147] lr: 7.488e-02, eta: 10 days, 11:14:09, time: 1.627, data_time: 0.040, memory: 16628, top1_acc: 0.2237, top5_acc: 0.4763, loss_cls: 3.6046, loss: 3.6046, grad_norm: 1.8776 2021-01-19 00:57:36,100 - mmaction - INFO - Epoch [11][920/2147] lr: 7.492e-02, eta: 10 days, 11:11:58, time: 1.511, data_time: 0.005, memory: 16628, top1_acc: 0.2509, top5_acc: 0.4848, loss_cls: 3.5480, loss: 3.5480, grad_norm: 1.8926 2021-01-19 00:58:04,840 - mmaction - INFO - Epoch [11][940/2147] lr: 7.497e-02, eta: 10 days, 11:09:13, time: 1.437, data_time: 0.004, memory: 16628, top1_acc: 0.2460, top5_acc: 0.4866, loss_cls: 3.5429, loss: 3.5429, grad_norm: 1.8926 2021-01-19 00:58:37,911 - mmaction - INFO - Epoch [11][960/2147] lr: 7.502e-02, eta: 10 days, 11:08:10, time: 1.653, data_time: 0.008, memory: 16628, top1_acc: 0.2478, top5_acc: 0.4839, loss_cls: 3.5575, loss: 3.5575, grad_norm: 1.9079 2021-01-19 00:59:08,825 - mmaction - INFO - Epoch [11][980/2147] lr: 7.507e-02, eta: 10 days, 11:06:16, time: 1.546, data_time: 0.003, memory: 16628, top1_acc: 0.2348, top5_acc: 0.4732, loss_cls: 3.5768, loss: 3.5768, grad_norm: 1.9272 2021-01-19 00:59:41,511 - mmaction - INFO - Epoch [11][1000/2147] lr: 7.512e-02, eta: 10 days, 11:05:01, time: 1.629, data_time: 0.004, memory: 16628, top1_acc: 0.2576, top5_acc: 0.5004, loss_cls: 3.5088, loss: 3.5088, grad_norm: 1.9361 2021-01-19 01:00:10,707 - mmaction - INFO - Epoch [11][1020/2147] lr: 7.517e-02, eta: 10 days, 11:02:30, time: 1.466, data_time: 0.013, memory: 16628, top1_acc: 0.2585, top5_acc: 0.4924, loss_cls: 3.5496, loss: 3.5496, grad_norm: 1.9383 2021-01-19 01:00:42,267 - mmaction - INFO - Epoch [11][1040/2147] lr: 7.522e-02, eta: 10 days, 11:00:51, time: 1.575, data_time: 0.003, memory: 16628, top1_acc: 0.2737, top5_acc: 0.5098, loss_cls: 3.4583, loss: 3.4583, grad_norm: 1.8863 2021-01-19 01:01:20,119 - mmaction - INFO - Epoch [11][1060/2147] lr: 7.527e-02, eta: 10 days, 11:01:40, time: 1.893, data_time: 0.006, memory: 16628, top1_acc: 0.2433, top5_acc: 0.4915, loss_cls: 3.5396, loss: 3.5396, grad_norm: 1.9543 2021-01-19 01:01:56,206 - mmaction - INFO - Epoch [11][1080/2147] lr: 7.532e-02, eta: 10 days, 11:01:48, time: 1.804, data_time: 0.008, memory: 16628, top1_acc: 0.2429, top5_acc: 0.4848, loss_cls: 3.5863, loss: 3.5863, grad_norm: 1.9521 2021-01-19 01:02:24,551 - mmaction - INFO - Epoch [11][1100/2147] lr: 7.537e-02, eta: 10 days, 10:58:55, time: 1.419, data_time: 0.006, memory: 16628, top1_acc: 0.2388, top5_acc: 0.4804, loss_cls: 3.5584, loss: 3.5584, grad_norm: 1.9165 2021-01-19 01:02:55,229 - mmaction - INFO - Epoch [11][1120/2147] lr: 7.542e-02, eta: 10 days, 10:56:56, time: 1.532, data_time: 0.006, memory: 16628, top1_acc: 0.2353, top5_acc: 0.4790, loss_cls: 3.6100, loss: 3.6100, grad_norm: 1.9203 2021-01-19 01:03:24,313 - mmaction - INFO - Epoch [11][1140/2147] lr: 7.546e-02, eta: 10 days, 10:54:18, time: 1.449, data_time: 0.010, memory: 16628, top1_acc: 0.2487, top5_acc: 0.4960, loss_cls: 3.5101, loss: 3.5101, grad_norm: 1.9036 2021-01-19 01:03:53,502 - mmaction - INFO - Epoch [11][1160/2147] lr: 7.551e-02, eta: 10 days, 10:51:49, time: 1.467, data_time: 0.022, memory: 16628, top1_acc: 0.2567, top5_acc: 0.5125, loss_cls: 3.4556, loss: 3.4556, grad_norm: 1.8913 2021-01-19 01:04:23,402 - mmaction - INFO - Epoch [11][1180/2147] lr: 7.556e-02, eta: 10 days, 10:49:33, time: 1.495, data_time: 0.004, memory: 16628, top1_acc: 0.2527, top5_acc: 0.4964, loss_cls: 3.5039, loss: 3.5039, grad_norm: 1.9242 2021-01-19 01:04:53,810 - mmaction - INFO - Epoch [11][1200/2147] lr: 7.561e-02, eta: 10 days, 10:47:29, time: 1.520, data_time: 0.003, memory: 16628, top1_acc: 0.2540, top5_acc: 0.4915, loss_cls: 3.4972, loss: 3.4972, grad_norm: 1.9096 2021-01-19 01:05:24,211 - mmaction - INFO - Epoch [11][1220/2147] lr: 7.566e-02, eta: 10 days, 10:45:24, time: 1.518, data_time: 0.013, memory: 16628, top1_acc: 0.2406, top5_acc: 0.5009, loss_cls: 3.5435, loss: 3.5435, grad_norm: 1.9062 2021-01-19 01:05:52,843 - mmaction - INFO - Epoch [11][1240/2147] lr: 7.571e-02, eta: 10 days, 10:42:40, time: 1.433, data_time: 0.004, memory: 16628, top1_acc: 0.2473, top5_acc: 0.4942, loss_cls: 3.5196, loss: 3.5196, grad_norm: 1.9670 2021-01-19 01:06:21,430 - mmaction - INFO - Epoch [11][1260/2147] lr: 7.576e-02, eta: 10 days, 10:39:54, time: 1.427, data_time: 0.005, memory: 16628, top1_acc: 0.2518, top5_acc: 0.5054, loss_cls: 3.5169, loss: 3.5169, grad_norm: 1.9224 2021-01-19 01:06:55,294 - mmaction - INFO - Epoch [11][1280/2147] lr: 7.581e-02, eta: 10 days, 10:39:10, time: 1.694, data_time: 0.014, memory: 16628, top1_acc: 0.2451, top5_acc: 0.4933, loss_cls: 3.5339, loss: 3.5339, grad_norm: 1.9235 2021-01-19 01:07:27,994 - mmaction - INFO - Epoch [11][1300/2147] lr: 7.586e-02, eta: 10 days, 10:37:59, time: 1.632, data_time: 0.006, memory: 16628, top1_acc: 0.2594, top5_acc: 0.4996, loss_cls: 3.5076, loss: 3.5076, grad_norm: 1.8871 2021-01-19 01:07:56,408 - mmaction - INFO - Epoch [11][1320/2147] lr: 7.591e-02, eta: 10 days, 10:35:12, time: 1.425, data_time: 0.011, memory: 16628, top1_acc: 0.2357, top5_acc: 0.4915, loss_cls: 3.5431, loss: 3.5431, grad_norm: 1.8935 2021-01-19 01:08:28,664 - mmaction - INFO - Epoch [11][1340/2147] lr: 7.596e-02, eta: 10 days, 10:33:51, time: 1.612, data_time: 0.010, memory: 16628, top1_acc: 0.2549, top5_acc: 0.4808, loss_cls: 3.5833, loss: 3.5833, grad_norm: 1.9516 2021-01-19 01:08:59,360 - mmaction - INFO - Epoch [11][1360/2147] lr: 7.601e-02, eta: 10 days, 10:31:54, time: 1.533, data_time: 0.003, memory: 16628, top1_acc: 0.2411, top5_acc: 0.4955, loss_cls: 3.5863, loss: 3.5863, grad_norm: 1.9542 2021-01-19 01:09:27,863 - mmaction - INFO - Epoch [11][1380/2147] lr: 7.605e-02, eta: 10 days, 10:29:08, time: 1.426, data_time: 0.005, memory: 16628, top1_acc: 0.2295, top5_acc: 0.4777, loss_cls: 3.5756, loss: 3.5756, grad_norm: 1.9142 2021-01-19 01:10:00,837 - mmaction - INFO - Epoch [11][1400/2147] lr: 7.610e-02, eta: 10 days, 10:27:58, time: 1.634, data_time: 0.008, memory: 16628, top1_acc: 0.2455, top5_acc: 0.4795, loss_cls: 3.5806, loss: 3.5806, grad_norm: 1.9096 2021-01-19 01:10:29,421 - mmaction - INFO - Epoch [11][1420/2147] lr: 7.615e-02, eta: 10 days, 10:25:21, time: 1.445, data_time: 0.021, memory: 16628, top1_acc: 0.2558, top5_acc: 0.4835, loss_cls: 3.5564, loss: 3.5564, grad_norm: 1.9262 2021-01-19 01:11:00,397 - mmaction - INFO - Epoch [11][1440/2147] lr: 7.620e-02, eta: 10 days, 10:23:28, time: 1.541, data_time: 0.002, memory: 16628, top1_acc: 0.2603, top5_acc: 0.4911, loss_cls: 3.5140, loss: 3.5140, grad_norm: 1.9525 2021-01-19 01:11:32,262 - mmaction - INFO - Epoch [11][1460/2147] lr: 7.625e-02, eta: 10 days, 10:21:58, time: 1.591, data_time: 0.019, memory: 16628, top1_acc: 0.2299, top5_acc: 0.4902, loss_cls: 3.5473, loss: 3.5473, grad_norm: 1.9040 2021-01-19 01:12:04,700 - mmaction - INFO - Epoch [11][1480/2147] lr: 7.630e-02, eta: 10 days, 10:20:48, time: 1.633, data_time: 0.062, memory: 16628, top1_acc: 0.2656, top5_acc: 0.4964, loss_cls: 3.5217, loss: 3.5217, grad_norm: 1.8887 2021-01-19 01:12:33,517 - mmaction - INFO - Epoch [11][1500/2147] lr: 7.635e-02, eta: 10 days, 10:18:09, time: 1.438, data_time: 0.006, memory: 16628, top1_acc: 0.2576, top5_acc: 0.5067, loss_cls: 3.5166, loss: 3.5166, grad_norm: 1.8734 2021-01-19 01:13:02,391 - mmaction - INFO - Epoch [11][1520/2147] lr: 7.640e-02, eta: 10 days, 10:15:33, time: 1.447, data_time: 0.008, memory: 16628, top1_acc: 0.2598, top5_acc: 0.5000, loss_cls: 3.4960, loss: 3.4960, grad_norm: 1.8825 2021-01-19 01:13:32,824 - mmaction - INFO - Epoch [11][1540/2147] lr: 7.645e-02, eta: 10 days, 10:13:33, time: 1.522, data_time: 0.005, memory: 16628, top1_acc: 0.2429, top5_acc: 0.4929, loss_cls: 3.5578, loss: 3.5578, grad_norm: 1.8940 2021-01-19 01:14:01,154 - mmaction - INFO - Epoch [11][1560/2147] lr: 7.650e-02, eta: 10 days, 10:10:44, time: 1.417, data_time: 0.002, memory: 16628, top1_acc: 0.2522, top5_acc: 0.4964, loss_cls: 3.5296, loss: 3.5296, grad_norm: 1.9114 2021-01-19 01:14:34,415 - mmaction - INFO - Epoch [11][1580/2147] lr: 7.655e-02, eta: 10 days, 10:09:43, time: 1.651, data_time: 0.008, memory: 16628, top1_acc: 0.2277, top5_acc: 0.4804, loss_cls: 3.6066, loss: 3.6066, grad_norm: 1.8867 2021-01-19 01:15:06,796 - mmaction - INFO - Epoch [11][1600/2147] lr: 7.659e-02, eta: 10 days, 10:08:30, time: 1.626, data_time: 0.015, memory: 16628, top1_acc: 0.2397, top5_acc: 0.4982, loss_cls: 3.5420, loss: 3.5420, grad_norm: 1.8997 2021-01-19 01:15:35,382 - mmaction - INFO - Epoch [11][1620/2147] lr: 7.664e-02, eta: 10 days, 10:05:49, time: 1.432, data_time: 0.008, memory: 16628, top1_acc: 0.2536, top5_acc: 0.4964, loss_cls: 3.5194, loss: 3.5194, grad_norm: 1.9295 2021-01-19 01:16:06,592 - mmaction - INFO - Epoch [11][1640/2147] lr: 7.669e-02, eta: 10 days, 10:04:04, time: 1.555, data_time: 0.005, memory: 16628, top1_acc: 0.2237, top5_acc: 0.4728, loss_cls: 3.6002, loss: 3.6002, grad_norm: 1.9665 2021-01-19 01:16:42,108 - mmaction - INFO - Epoch [11][1660/2147] lr: 7.674e-02, eta: 10 days, 10:03:43, time: 1.738, data_time: 0.013, memory: 16628, top1_acc: 0.2491, top5_acc: 0.4964, loss_cls: 3.5176, loss: 3.5176, grad_norm: 1.8962 2021-01-19 01:17:10,893 - mmaction - INFO - Epoch [11][1680/2147] lr: 7.679e-02, eta: 10 days, 10:01:25, time: 1.483, data_time: 0.050, memory: 16628, top1_acc: 0.2549, top5_acc: 0.5004, loss_cls: 3.5146, loss: 3.5146, grad_norm: 1.8843 2021-01-19 01:17:39,881 - mmaction - INFO - Epoch [11][1700/2147] lr: 7.684e-02, eta: 10 days, 9:58:53, time: 1.449, data_time: 0.007, memory: 16628, top1_acc: 0.2446, top5_acc: 0.5018, loss_cls: 3.5396, loss: 3.5396, grad_norm: 1.9340 2021-01-19 01:18:08,536 - mmaction - INFO - Epoch [11][1720/2147] lr: 7.689e-02, eta: 10 days, 9:56:14, time: 1.435, data_time: 0.005, memory: 16628, top1_acc: 0.2500, top5_acc: 0.4982, loss_cls: 3.5500, loss: 3.5500, grad_norm: 1.9186 2021-01-19 01:18:39,011 - mmaction - INFO - Epoch [11][1740/2147] lr: 7.694e-02, eta: 10 days, 9:54:15, time: 1.521, data_time: 0.003, memory: 16628, top1_acc: 0.2496, top5_acc: 0.4982, loss_cls: 3.4885, loss: 3.4885, grad_norm: 1.8769 2021-01-19 01:19:08,675 - mmaction - INFO - Epoch [11][1760/2147] lr: 7.699e-02, eta: 10 days, 9:51:57, time: 1.480, data_time: 0.005, memory: 16628, top1_acc: 0.2580, top5_acc: 0.4996, loss_cls: 3.5256, loss: 3.5256, grad_norm: 1.8928 2021-01-19 01:19:37,336 - mmaction - INFO - Epoch [11][1780/2147] lr: 7.704e-02, eta: 10 days, 9:49:20, time: 1.439, data_time: 0.007, memory: 16628, top1_acc: 0.2567, top5_acc: 0.4893, loss_cls: 3.5188, loss: 3.5188, grad_norm: 1.9066 2021-01-19 01:20:07,735 - mmaction - INFO - Epoch [11][1800/2147] lr: 7.709e-02, eta: 10 days, 9:47:20, time: 1.518, data_time: 0.004, memory: 16628, top1_acc: 0.2634, top5_acc: 0.5161, loss_cls: 3.4379, loss: 3.4379, grad_norm: 1.9018 2021-01-19 01:20:36,445 - mmaction - INFO - Epoch [11][1820/2147] lr: 7.714e-02, eta: 10 days, 9:44:43, time: 1.436, data_time: 0.007, memory: 16628, top1_acc: 0.2554, top5_acc: 0.4839, loss_cls: 3.5381, loss: 3.5381, grad_norm: 1.9089 2021-01-19 01:21:06,761 - mmaction - INFO - Epoch [11][1840/2147] lr: 7.718e-02, eta: 10 days, 9:42:42, time: 1.516, data_time: 0.004, memory: 16628, top1_acc: 0.2496, top5_acc: 0.4955, loss_cls: 3.5120, loss: 3.5120, grad_norm: 1.9184 2021-01-19 01:21:35,596 - mmaction - INFO - Epoch [11][1860/2147] lr: 7.723e-02, eta: 10 days, 9:40:07, time: 1.440, data_time: 0.002, memory: 16628, top1_acc: 0.2496, top5_acc: 0.4893, loss_cls: 3.5086, loss: 3.5086, grad_norm: 1.8691 2021-01-19 01:22:08,633 - mmaction - INFO - Epoch [11][1880/2147] lr: 7.728e-02, eta: 10 days, 9:39:08, time: 1.652, data_time: 0.004, memory: 16628, top1_acc: 0.2549, top5_acc: 0.4942, loss_cls: 3.5378, loss: 3.5378, grad_norm: 1.9202 2021-01-19 01:22:37,155 - mmaction - INFO - Epoch [11][1900/2147] lr: 7.733e-02, eta: 10 days, 9:36:27, time: 1.426, data_time: 0.007, memory: 16628, top1_acc: 0.2429, top5_acc: 0.5004, loss_cls: 3.5402, loss: 3.5402, grad_norm: 1.9014 2021-01-19 01:23:06,277 - mmaction - INFO - Epoch [11][1920/2147] lr: 7.738e-02, eta: 10 days, 9:33:59, time: 1.456, data_time: 0.006, memory: 16628, top1_acc: 0.2558, top5_acc: 0.5116, loss_cls: 3.4595, loss: 3.4595, grad_norm: 1.8916 2021-01-19 01:23:34,989 - mmaction - INFO - Epoch [11][1940/2147] lr: 7.743e-02, eta: 10 days, 9:31:23, time: 1.436, data_time: 0.007, memory: 16628, top1_acc: 0.2558, top5_acc: 0.4996, loss_cls: 3.5027, loss: 3.5027, grad_norm: 1.9277 2021-01-19 01:24:03,637 - mmaction - INFO - Epoch [11][1960/2147] lr: 7.748e-02, eta: 10 days, 9:28:46, time: 1.433, data_time: 0.005, memory: 16628, top1_acc: 0.2603, top5_acc: 0.5036, loss_cls: 3.4760, loss: 3.4760, grad_norm: 1.8977 2021-01-19 01:24:32,062 - mmaction - INFO - Epoch [11][1980/2147] lr: 7.753e-02, eta: 10 days, 9:26:03, time: 1.418, data_time: 0.003, memory: 16628, top1_acc: 0.2638, top5_acc: 0.4982, loss_cls: 3.4598, loss: 3.4598, grad_norm: 1.8945 2021-01-19 01:25:04,299 - mmaction - INFO - Epoch [11][2000/2147] lr: 7.758e-02, eta: 10 days, 9:24:47, time: 1.614, data_time: 0.005, memory: 16628, top1_acc: 0.2478, top5_acc: 0.5036, loss_cls: 3.5077, loss: 3.5077, grad_norm: 1.9466 2021-01-19 01:25:33,659 - mmaction - INFO - Epoch [11][2020/2147] lr: 7.763e-02, eta: 10 days, 9:22:23, time: 1.461, data_time: 0.005, memory: 16628, top1_acc: 0.2652, top5_acc: 0.4924, loss_cls: 3.4956, loss: 3.4956, grad_norm: 1.9385 2021-01-19 01:26:02,064 - mmaction - INFO - Epoch [11][2040/2147] lr: 7.768e-02, eta: 10 days, 9:19:44, time: 1.427, data_time: 0.009, memory: 16628, top1_acc: 0.2420, top5_acc: 0.4839, loss_cls: 3.5622, loss: 3.5622, grad_norm: 1.9078 2021-01-19 01:26:30,628 - mmaction - INFO - Epoch [11][2060/2147] lr: 7.772e-02, eta: 10 days, 9:17:06, time: 1.429, data_time: 0.004, memory: 16628, top1_acc: 0.2683, top5_acc: 0.5089, loss_cls: 3.4333, loss: 3.4333, grad_norm: 1.9098 2021-01-19 01:27:01,304 - mmaction - INFO - Epoch [11][2080/2147] lr: 7.777e-02, eta: 10 days, 9:15:13, time: 1.529, data_time: 0.007, memory: 16628, top1_acc: 0.2250, top5_acc: 0.4701, loss_cls: 3.6154, loss: 3.6154, grad_norm: 1.9480 2021-01-19 01:27:33,160 - mmaction - INFO - Epoch [11][2100/2147] lr: 7.782e-02, eta: 10 days, 9:13:48, time: 1.591, data_time: 0.008, memory: 16628, top1_acc: 0.2518, top5_acc: 0.5018, loss_cls: 3.5131, loss: 3.5131, grad_norm: 1.9146 2021-01-19 01:28:01,558 - mmaction - INFO - Epoch [11][2120/2147] lr: 7.787e-02, eta: 10 days, 9:11:08, time: 1.423, data_time: 0.008, memory: 16628, top1_acc: 0.2616, top5_acc: 0.5080, loss_cls: 3.4563, loss: 3.4563, grad_norm: 1.8922 2021-01-19 01:28:30,133 - mmaction - INFO - Epoch [11][2140/2147] lr: 7.792e-02, eta: 10 days, 9:08:31, time: 1.430, data_time: 0.009, memory: 16628, top1_acc: 0.2402, top5_acc: 0.4924, loss_cls: 3.5080, loss: 3.5080, grad_norm: 1.9513 2021-01-19 01:33:49,553 - mmaction - INFO - Epoch [12][20/2147] lr: 7.793e-02, eta: 10 days, 10:39:19, time: 14.647, data_time: 13.034, memory: 16628, top1_acc: 0.2442, top5_acc: 0.4933, loss_cls: 3.4940, loss: 3.4940, grad_norm: 1.9181 2021-01-19 01:34:18,163 - mmaction - INFO - Epoch [12][40/2147] lr: 7.798e-02, eta: 10 days, 10:36:39, time: 1.432, data_time: 0.016, memory: 16628, top1_acc: 0.2647, top5_acc: 0.5161, loss_cls: 3.4028, loss: 3.4028, grad_norm: 1.9202 2021-01-19 01:34:50,148 - mmaction - INFO - Epoch [12][60/2147] lr: 7.802e-02, eta: 10 days, 10:35:13, time: 1.599, data_time: 0.003, memory: 16628, top1_acc: 0.2616, top5_acc: 0.5161, loss_cls: 3.4915, loss: 3.4915, grad_norm: 1.9315 2021-01-19 01:35:18,620 - mmaction - INFO - Epoch [12][80/2147] lr: 7.807e-02, eta: 10 days, 10:32:29, time: 1.424, data_time: 0.006, memory: 16628, top1_acc: 0.2482, top5_acc: 0.4964, loss_cls: 3.5296, loss: 3.5296, grad_norm: 1.8826 2021-01-19 01:35:47,071 - mmaction - INFO - Epoch [12][100/2147] lr: 7.812e-02, eta: 10 days, 10:29:45, time: 1.423, data_time: 0.002, memory: 16628, top1_acc: 0.2638, top5_acc: 0.5210, loss_cls: 3.4139, loss: 3.4139, grad_norm: 1.8867 2021-01-19 01:36:15,843 - mmaction - INFO - Epoch [12][120/2147] lr: 7.817e-02, eta: 10 days, 10:27:09, time: 1.438, data_time: 0.001, memory: 16628, top1_acc: 0.2411, top5_acc: 0.5054, loss_cls: 3.5015, loss: 3.5015, grad_norm: 1.9839 2021-01-19 01:36:51,727 - mmaction - INFO - Epoch [12][140/2147] lr: 7.822e-02, eta: 10 days, 10:27:07, time: 1.789, data_time: 0.003, memory: 16628, top1_acc: 0.2571, top5_acc: 0.5000, loss_cls: 3.4733, loss: 3.4733, grad_norm: 1.9377 2021-01-19 01:37:20,201 - mmaction - INFO - Epoch [12][160/2147] lr: 7.827e-02, eta: 10 days, 10:24:27, time: 1.429, data_time: 0.009, memory: 16628, top1_acc: 0.2487, top5_acc: 0.4920, loss_cls: 3.5217, loss: 3.5217, grad_norm: 1.9467 2021-01-19 01:37:51,605 - mmaction - INFO - Epoch [12][180/2147] lr: 7.832e-02, eta: 10 days, 10:22:48, time: 1.568, data_time: 0.002, memory: 16628, top1_acc: 0.2571, top5_acc: 0.5000, loss_cls: 3.4562, loss: 3.4562, grad_norm: 1.9020 2021-01-19 01:38:20,113 - mmaction - INFO - Epoch [12][200/2147] lr: 7.837e-02, eta: 10 days, 10:20:07, time: 1.428, data_time: 0.005, memory: 16628, top1_acc: 0.2509, top5_acc: 0.4938, loss_cls: 3.5119, loss: 3.5119, grad_norm: 1.8868 2021-01-19 01:38:50,609 - mmaction - INFO - Epoch [12][220/2147] lr: 7.842e-02, eta: 10 days, 10:18:09, time: 1.524, data_time: 0.002, memory: 16628, top1_acc: 0.2469, top5_acc: 0.5054, loss_cls: 3.4822, loss: 3.4822, grad_norm: 1.9087 2021-01-19 01:39:19,632 - mmaction - INFO - Epoch [12][240/2147] lr: 7.847e-02, eta: 10 days, 10:15:39, time: 1.452, data_time: 0.006, memory: 16628, top1_acc: 0.2638, top5_acc: 0.5018, loss_cls: 3.4327, loss: 3.4327, grad_norm: 1.8653 2021-01-19 01:39:51,447 - mmaction - INFO - Epoch [12][260/2147] lr: 7.852e-02, eta: 10 days, 10:14:07, time: 1.583, data_time: 0.002, memory: 16628, top1_acc: 0.2589, top5_acc: 0.5004, loss_cls: 3.4872, loss: 3.4872, grad_norm: 1.8794 2021-01-19 01:40:23,719 - mmaction - INFO - Epoch [12][280/2147] lr: 7.856e-02, eta: 10 days, 10:12:48, time: 1.611, data_time: 0.011, memory: 16628, top1_acc: 0.2562, top5_acc: 0.5036, loss_cls: 3.5289, loss: 3.5289, grad_norm: 1.9279 2021-01-19 01:40:54,066 - mmaction - INFO - Epoch [12][300/2147] lr: 7.861e-02, eta: 10 days, 10:10:45, time: 1.512, data_time: 0.019, memory: 16628, top1_acc: 0.2634, top5_acc: 0.5094, loss_cls: 3.4351, loss: 3.4351, grad_norm: 1.9192 2021-01-19 01:41:25,238 - mmaction - INFO - Epoch [12][320/2147] lr: 7.866e-02, eta: 10 days, 10:09:07, time: 1.568, data_time: 0.033, memory: 16628, top1_acc: 0.2504, top5_acc: 0.4929, loss_cls: 3.4986, loss: 3.4986, grad_norm: 1.8850 2021-01-19 01:41:57,960 - mmaction - INFO - Epoch [12][340/2147] lr: 7.871e-02, eta: 10 days, 10:08:02, time: 1.642, data_time: 0.010, memory: 16628, top1_acc: 0.2683, top5_acc: 0.5214, loss_cls: 3.3998, loss: 3.3998, grad_norm: 1.8985 2021-01-19 01:42:26,648 - mmaction - INFO - Epoch [12][360/2147] lr: 7.876e-02, eta: 10 days, 10:05:26, time: 1.435, data_time: 0.002, memory: 16628, top1_acc: 0.2545, top5_acc: 0.4964, loss_cls: 3.4561, loss: 3.4561, grad_norm: 1.9526 2021-01-19 01:42:56,804 - mmaction - INFO - Epoch [12][380/2147] lr: 7.881e-02, eta: 10 days, 10:03:21, time: 1.505, data_time: 0.002, memory: 16628, top1_acc: 0.2625, top5_acc: 0.5022, loss_cls: 3.4495, loss: 3.4495, grad_norm: 1.9074 2021-01-19 01:43:26,021 - mmaction - INFO - Epoch [12][400/2147] lr: 7.886e-02, eta: 10 days, 10:00:57, time: 1.463, data_time: 0.005, memory: 16628, top1_acc: 0.2558, top5_acc: 0.5098, loss_cls: 3.4449, loss: 3.4449, grad_norm: 1.8838 2021-01-19 01:43:55,115 - mmaction - INFO - Epoch [12][420/2147] lr: 7.891e-02, eta: 10 days, 9:58:30, time: 1.453, data_time: 0.004, memory: 16628, top1_acc: 0.2603, top5_acc: 0.5013, loss_cls: 3.4773, loss: 3.4773, grad_norm: 1.9196 2021-01-19 01:44:28,171 - mmaction - INFO - Epoch [12][440/2147] lr: 7.896e-02, eta: 10 days, 9:57:29, time: 1.651, data_time: 0.012, memory: 16628, top1_acc: 0.2531, top5_acc: 0.5210, loss_cls: 3.4444, loss: 3.4444, grad_norm: 1.9608 2021-01-19 01:44:57,463 - mmaction - INFO - Epoch [12][460/2147] lr: 7.901e-02, eta: 10 days, 9:55:07, time: 1.466, data_time: 0.015, memory: 16628, top1_acc: 0.2598, top5_acc: 0.5013, loss_cls: 3.4858, loss: 3.4858, grad_norm: 1.8975 2021-01-19 01:45:27,259 - mmaction - INFO - Epoch [12][480/2147] lr: 7.906e-02, eta: 10 days, 9:52:56, time: 1.490, data_time: 0.009, memory: 16628, top1_acc: 0.2460, top5_acc: 0.5009, loss_cls: 3.5094, loss: 3.5094, grad_norm: 1.8596 2021-01-19 01:46:02,389 - mmaction - INFO - Epoch [12][500/2147] lr: 7.910e-02, eta: 10 days, 9:52:39, time: 1.752, data_time: 0.004, memory: 16628, top1_acc: 0.2629, top5_acc: 0.5018, loss_cls: 3.4533, loss: 3.4533, grad_norm: 1.9019 2021-01-19 01:46:32,525 - mmaction - INFO - Epoch [12][520/2147] lr: 7.915e-02, eta: 10 days, 9:50:38, time: 1.513, data_time: 0.009, memory: 16628, top1_acc: 0.2558, top5_acc: 0.5067, loss_cls: 3.5051, loss: 3.5051, grad_norm: 1.9232 2021-01-19 01:47:06,146 - mmaction - INFO - Epoch [12][540/2147] lr: 7.920e-02, eta: 10 days, 9:49:51, time: 1.681, data_time: 0.058, memory: 16628, top1_acc: 0.2580, top5_acc: 0.5228, loss_cls: 3.4459, loss: 3.4459, grad_norm: 1.8912 2021-01-19 01:47:34,765 - mmaction - INFO - Epoch [12][560/2147] lr: 7.925e-02, eta: 10 days, 9:47:15, time: 1.432, data_time: 0.004, memory: 16628, top1_acc: 0.2634, top5_acc: 0.5054, loss_cls: 3.4418, loss: 3.4418, grad_norm: 1.8769 2021-01-19 01:48:05,832 - mmaction - INFO - Epoch [12][580/2147] lr: 7.930e-02, eta: 10 days, 9:45:32, time: 1.552, data_time: 0.005, memory: 16628, top1_acc: 0.2763, top5_acc: 0.5076, loss_cls: 3.4909, loss: 3.4909, grad_norm: 1.9240 2021-01-19 01:48:35,490 - mmaction - INFO - Epoch [12][600/2147] lr: 7.935e-02, eta: 10 days, 9:43:16, time: 1.478, data_time: 0.003, memory: 16628, top1_acc: 0.2696, top5_acc: 0.5125, loss_cls: 3.4394, loss: 3.4394, grad_norm: 1.8866 2021-01-19 01:49:04,139 - mmaction - INFO - Epoch [12][620/2147] lr: 7.940e-02, eta: 10 days, 9:40:43, time: 1.437, data_time: 0.011, memory: 16628, top1_acc: 0.2585, top5_acc: 0.5058, loss_cls: 3.4522, loss: 3.4522, grad_norm: 1.9125 2021-01-19 01:49:32,865 - mmaction - INFO - Epoch [12][640/2147] lr: 7.945e-02, eta: 10 days, 9:38:10, time: 1.437, data_time: 0.004, memory: 16628, top1_acc: 0.2607, top5_acc: 0.5098, loss_cls: 3.4625, loss: 3.4625, grad_norm: 1.9005 2021-01-19 01:50:06,980 - mmaction - INFO - Epoch [12][660/2147] lr: 7.950e-02, eta: 10 days, 9:37:34, time: 1.706, data_time: 0.002, memory: 16628, top1_acc: 0.2804, top5_acc: 0.5295, loss_cls: 3.3261, loss: 3.3261, grad_norm: 1.9140 2021-01-19 01:50:35,628 - mmaction - INFO - Epoch [12][680/2147] lr: 7.955e-02, eta: 10 days, 9:35:00, time: 1.432, data_time: 0.002, memory: 16628, top1_acc: 0.2554, top5_acc: 0.5116, loss_cls: 3.4544, loss: 3.4544, grad_norm: 1.9643 2021-01-19 01:51:04,905 - mmaction - INFO - Epoch [12][700/2147] lr: 7.960e-02, eta: 10 days, 9:32:39, time: 1.464, data_time: 0.003, memory: 16628, top1_acc: 0.2442, top5_acc: 0.4964, loss_cls: 3.5231, loss: 3.5231, grad_norm: 1.9391 2021-01-19 01:51:36,747 - mmaction - INFO - Epoch [12][720/2147] lr: 7.964e-02, eta: 10 days, 9:31:14, time: 1.592, data_time: 0.064, memory: 16628, top1_acc: 0.2616, top5_acc: 0.5071, loss_cls: 3.4222, loss: 3.4222, grad_norm: 1.9139 2021-01-19 01:52:11,940 - mmaction - INFO - Epoch [12][740/2147] lr: 7.969e-02, eta: 10 days, 9:31:01, time: 1.759, data_time: 0.048, memory: 16628, top1_acc: 0.2580, top5_acc: 0.5062, loss_cls: 3.4658, loss: 3.4658, grad_norm: 1.9574 2021-01-19 01:52:42,930 - mmaction - INFO - Epoch [12][760/2147] lr: 7.974e-02, eta: 10 days, 9:29:17, time: 1.549, data_time: 0.003, memory: 16628, top1_acc: 0.2616, top5_acc: 0.5085, loss_cls: 3.4377, loss: 3.4377, grad_norm: 1.9330 2021-01-19 01:53:11,415 - mmaction - INFO - Epoch [12][780/2147] lr: 7.979e-02, eta: 10 days, 9:26:40, time: 1.425, data_time: 0.003, memory: 16628, top1_acc: 0.2656, top5_acc: 0.5228, loss_cls: 3.4233, loss: 3.4233, grad_norm: 1.9266 2021-01-19 01:53:39,992 - mmaction - INFO - Epoch [12][800/2147] lr: 7.984e-02, eta: 10 days, 9:24:05, time: 1.429, data_time: 0.005, memory: 16628, top1_acc: 0.2513, top5_acc: 0.4996, loss_cls: 3.4698, loss: 3.4698, grad_norm: 1.9158 2021-01-19 01:54:09,708 - mmaction - INFO - Epoch [12][820/2147] lr: 7.989e-02, eta: 10 days, 9:21:55, time: 1.486, data_time: 0.003, memory: 16628, top1_acc: 0.2545, top5_acc: 0.4964, loss_cls: 3.5131, loss: 3.5131, grad_norm: 1.9434 2021-01-19 01:54:40,795 - mmaction - INFO - Epoch [12][840/2147] lr: 7.994e-02, eta: 10 days, 9:20:14, time: 1.553, data_time: 0.002, memory: 16628, top1_acc: 0.2705, top5_acc: 0.5196, loss_cls: 3.4149, loss: 3.4149, grad_norm: 1.8964 2021-01-19 01:55:10,125 - mmaction - INFO - Epoch [12][860/2147] lr: 7.999e-02, eta: 10 days, 9:17:55, time: 1.467, data_time: 0.006, memory: 16628, top1_acc: 0.2576, top5_acc: 0.5103, loss_cls: 3.4491, loss: 3.4491, grad_norm: 1.9100 2021-01-19 01:55:42,690 - mmaction - INFO - Epoch [12][880/2147] lr: 8.004e-02, eta: 10 days, 9:16:46, time: 1.626, data_time: 0.006, memory: 16628, top1_acc: 0.2661, top5_acc: 0.4897, loss_cls: 3.4842, loss: 3.4842, grad_norm: 1.8857 2021-01-19 01:56:14,176 - mmaction - INFO - Epoch [12][900/2147] lr: 8.009e-02, eta: 10 days, 9:15:14, time: 1.574, data_time: 0.007, memory: 16628, top1_acc: 0.2540, top5_acc: 0.5045, loss_cls: 3.5439, loss: 3.5439, grad_norm: 1.9562 2021-01-19 01:56:49,637 - mmaction - INFO - Epoch [12][920/2147] lr: 8.014e-02, eta: 10 days, 9:15:07, time: 1.773, data_time: 0.004, memory: 16628, top1_acc: 0.2687, top5_acc: 0.5116, loss_cls: 3.4176, loss: 3.4176, grad_norm: 1.8685 2021-01-19 01:57:20,276 - mmaction - INFO - Epoch [12][940/2147] lr: 8.018e-02, eta: 10 days, 9:13:11, time: 1.516, data_time: 0.008, memory: 16628, top1_acc: 0.2763, top5_acc: 0.5125, loss_cls: 3.4180, loss: 3.4180, grad_norm: 1.9180 2021-01-19 01:57:52,228 - mmaction - INFO - Epoch [12][960/2147] lr: 8.023e-02, eta: 10 days, 9:11:57, time: 1.616, data_time: 0.023, memory: 16628, top1_acc: 0.2576, top5_acc: 0.5004, loss_cls: 3.5273, loss: 3.5273, grad_norm: 1.9365 2021-01-19 01:58:25,731 - mmaction - INFO - Epoch [12][980/2147] lr: 8.028e-02, eta: 10 days, 9:11:08, time: 1.675, data_time: 0.002, memory: 16628, top1_acc: 0.2634, top5_acc: 0.5254, loss_cls: 3.4043, loss: 3.4043, grad_norm: 1.9077 2021-01-19 01:58:55,484 - mmaction - INFO - Epoch [12][1000/2147] lr: 8.033e-02, eta: 10 days, 9:09:00, time: 1.489, data_time: 0.005, memory: 16628, top1_acc: 0.2589, top5_acc: 0.4960, loss_cls: 3.5314, loss: 3.5314, grad_norm: 1.8924 2021-01-19 01:59:25,021 - mmaction - INFO - Epoch [12][1020/2147] lr: 8.038e-02, eta: 10 days, 9:06:47, time: 1.477, data_time: 0.002, memory: 16628, top1_acc: 0.2612, top5_acc: 0.5143, loss_cls: 3.4206, loss: 3.4206, grad_norm: 1.8844 2021-01-19 01:59:55,212 - mmaction - INFO - Epoch [12][1040/2147] lr: 8.043e-02, eta: 10 days, 9:04:48, time: 1.508, data_time: 0.003, memory: 16628, top1_acc: 0.2500, top5_acc: 0.4973, loss_cls: 3.5190, loss: 3.5190, grad_norm: 1.9394 2021-01-19 02:00:24,487 - mmaction - INFO - Epoch [12][1060/2147] lr: 8.048e-02, eta: 10 days, 9:02:30, time: 1.465, data_time: 0.004, memory: 16628, top1_acc: 0.2540, top5_acc: 0.5049, loss_cls: 3.4742, loss: 3.4742, grad_norm: 1.9283 2021-01-19 02:00:53,398 - mmaction - INFO - Epoch [12][1080/2147] lr: 8.053e-02, eta: 10 days, 9:00:04, time: 1.444, data_time: 0.002, memory: 16628, top1_acc: 0.2549, top5_acc: 0.4996, loss_cls: 3.4951, loss: 3.4951, grad_norm: 1.9436 2021-01-19 02:01:25,189 - mmaction - INFO - Epoch [12][1100/2147] lr: 8.058e-02, eta: 10 days, 8:58:36, time: 1.581, data_time: 0.004, memory: 16628, top1_acc: 0.2496, top5_acc: 0.5094, loss_cls: 3.4896, loss: 3.4896, grad_norm: 1.8895 2021-01-19 02:02:01,016 - mmaction - INFO - Epoch [12][1120/2147] lr: 8.063e-02, eta: 10 days, 8:58:41, time: 1.800, data_time: 0.023, memory: 16628, top1_acc: 0.2679, top5_acc: 0.5054, loss_cls: 3.4448, loss: 3.4448, grad_norm: 1.8801 2021-01-19 02:02:31,373 - mmaction - INFO - Epoch [12][1140/2147] lr: 8.068e-02, eta: 10 days, 8:56:47, time: 1.519, data_time: 0.003, memory: 16628, top1_acc: 0.2540, top5_acc: 0.4978, loss_cls: 3.5173, loss: 3.5173, grad_norm: 1.9241 2021-01-19 02:03:00,226 - mmaction - INFO - Epoch [12][1160/2147] lr: 8.072e-02, eta: 10 days, 8:54:20, time: 1.441, data_time: 0.003, memory: 16628, top1_acc: 0.2446, top5_acc: 0.4996, loss_cls: 3.5243, loss: 3.5243, grad_norm: 1.9332 2021-01-19 02:03:31,211 - mmaction - INFO - Epoch [12][1180/2147] lr: 8.077e-02, eta: 10 days, 8:52:38, time: 1.547, data_time: 0.006, memory: 16628, top1_acc: 0.2612, top5_acc: 0.5071, loss_cls: 3.5048, loss: 3.5048, grad_norm: 1.9113 2021-01-19 02:04:00,085 - mmaction - INFO - Epoch [12][1200/2147] lr: 8.082e-02, eta: 10 days, 8:50:14, time: 1.447, data_time: 0.008, memory: 16628, top1_acc: 0.2616, top5_acc: 0.5214, loss_cls: 3.4111, loss: 3.4111, grad_norm: 1.8977 2021-01-19 02:04:29,566 - mmaction - INFO - Epoch [12][1220/2147] lr: 8.087e-02, eta: 10 days, 8:48:01, time: 1.472, data_time: 0.004, memory: 16628, top1_acc: 0.2594, top5_acc: 0.5027, loss_cls: 3.4379, loss: 3.4379, grad_norm: 1.9143 2021-01-19 02:05:00,056 - mmaction - INFO - Epoch [12][1240/2147] lr: 8.092e-02, eta: 10 days, 8:46:10, time: 1.527, data_time: 0.006, memory: 16628, top1_acc: 0.2594, top5_acc: 0.5188, loss_cls: 3.4184, loss: 3.4184, grad_norm: 1.9361 2021-01-19 02:05:29,588 - mmaction - INFO - Epoch [12][1260/2147] lr: 8.097e-02, eta: 10 days, 8:43:57, time: 1.472, data_time: 0.004, memory: 16628, top1_acc: 0.2714, top5_acc: 0.5054, loss_cls: 3.4458, loss: 3.4458, grad_norm: 1.9185 2021-01-19 02:05:58,434 - mmaction - INFO - Epoch [12][1280/2147] lr: 8.102e-02, eta: 10 days, 8:41:34, time: 1.447, data_time: 0.008, memory: 16628, top1_acc: 0.2487, top5_acc: 0.4991, loss_cls: 3.4707, loss: 3.4707, grad_norm: 1.9304 2021-01-19 02:06:28,898 - mmaction - INFO - Epoch [12][1300/2147] lr: 8.107e-02, eta: 10 days, 8:39:42, time: 1.522, data_time: 0.004, memory: 16628, top1_acc: 0.2616, top5_acc: 0.5009, loss_cls: 3.4988, loss: 3.4988, grad_norm: 1.8857 2021-01-19 02:07:07,643 - mmaction - INFO - Epoch [12][1320/2147] lr: 8.112e-02, eta: 10 days, 8:40:46, time: 1.938, data_time: 0.005, memory: 16628, top1_acc: 0.2679, top5_acc: 0.5192, loss_cls: 3.4375, loss: 3.4375, grad_norm: 1.9069 2021-01-19 02:07:39,250 - mmaction - INFO - Epoch [12][1340/2147] lr: 8.117e-02, eta: 10 days, 8:39:16, time: 1.574, data_time: 0.007, memory: 16628, top1_acc: 0.2397, top5_acc: 0.4871, loss_cls: 3.5609, loss: 3.5609, grad_norm: 1.9258 2021-01-19 02:08:08,152 - mmaction - INFO - Epoch [12][1360/2147] lr: 8.122e-02, eta: 10 days, 8:36:55, time: 1.451, data_time: 0.014, memory: 16628, top1_acc: 0.2580, top5_acc: 0.5022, loss_cls: 3.4894, loss: 3.4894, grad_norm: 1.8897 2021-01-19 02:08:37,855 - mmaction - INFO - Epoch [12][1380/2147] lr: 8.126e-02, eta: 10 days, 8:34:48, time: 1.486, data_time: 0.004, memory: 16628, top1_acc: 0.2799, top5_acc: 0.5107, loss_cls: 3.4021, loss: 3.4021, grad_norm: 1.8828 2021-01-19 02:09:06,775 - mmaction - INFO - Epoch [12][1400/2147] lr: 8.131e-02, eta: 10 days, 8:32:24, time: 1.443, data_time: 0.005, memory: 16628, top1_acc: 0.2522, top5_acc: 0.5129, loss_cls: 3.4636, loss: 3.4636, grad_norm: 1.9091 2021-01-19 02:09:35,430 - mmaction - INFO - Epoch [12][1420/2147] lr: 8.136e-02, eta: 10 days, 8:29:57, time: 1.436, data_time: 0.005, memory: 16628, top1_acc: 0.2670, top5_acc: 0.5116, loss_cls: 3.4453, loss: 3.4453, grad_norm: 1.9414 2021-01-19 02:10:04,876 - mmaction - INFO - Epoch [12][1440/2147] lr: 8.141e-02, eta: 10 days, 8:27:45, time: 1.472, data_time: 0.007, memory: 16628, top1_acc: 0.2621, top5_acc: 0.5121, loss_cls: 3.4332, loss: 3.4332, grad_norm: 1.9169 2021-01-19 02:10:34,098 - mmaction - INFO - Epoch [12][1460/2147] lr: 8.146e-02, eta: 10 days, 8:25:28, time: 1.457, data_time: 0.002, memory: 16628, top1_acc: 0.2616, top5_acc: 0.5062, loss_cls: 3.4798, loss: 3.4798, grad_norm: 1.9349 2021-01-19 02:11:02,619 - mmaction - INFO - Epoch [12][1480/2147] lr: 8.151e-02, eta: 10 days, 8:22:58, time: 1.430, data_time: 0.005, memory: 16628, top1_acc: 0.2710, top5_acc: 0.5143, loss_cls: 3.3906, loss: 3.3906, grad_norm: 1.9149 2021-01-19 02:11:35,803 - mmaction - INFO - Epoch [12][1500/2147] lr: 8.156e-02, eta: 10 days, 8:22:05, time: 1.658, data_time: 0.003, memory: 16628, top1_acc: 0.2696, top5_acc: 0.5201, loss_cls: 3.3689, loss: 3.3689, grad_norm: 1.9094 2021-01-19 02:12:06,455 - mmaction - INFO - Epoch [12][1520/2147] lr: 8.161e-02, eta: 10 days, 8:20:18, time: 1.531, data_time: 0.004, memory: 16628, top1_acc: 0.2621, top5_acc: 0.5031, loss_cls: 3.4844, loss: 3.4844, grad_norm: 1.9384 2021-01-19 02:12:35,464 - mmaction - INFO - Epoch [12][1540/2147] lr: 8.166e-02, eta: 10 days, 8:17:58, time: 1.450, data_time: 0.004, memory: 16628, top1_acc: 0.2603, top5_acc: 0.5161, loss_cls: 3.4851, loss: 3.4851, grad_norm: 1.9038 2021-01-19 02:13:05,710 - mmaction - INFO - Epoch [12][1560/2147] lr: 8.171e-02, eta: 10 days, 8:16:04, time: 1.513, data_time: 0.009, memory: 16628, top1_acc: 0.2536, top5_acc: 0.4996, loss_cls: 3.4955, loss: 3.4955, grad_norm: 1.9128 2021-01-19 02:13:34,790 - mmaction - INFO - Epoch [12][1580/2147] lr: 8.176e-02, eta: 10 days, 8:13:47, time: 1.455, data_time: 0.004, memory: 16628, top1_acc: 0.2643, top5_acc: 0.5098, loss_cls: 3.4637, loss: 3.4637, grad_norm: 1.9076 2021-01-19 02:14:03,600 - mmaction - INFO - Epoch [12][1600/2147] lr: 8.180e-02, eta: 10 days, 8:11:24, time: 1.442, data_time: 0.005, memory: 16628, top1_acc: 0.2531, top5_acc: 0.5036, loss_cls: 3.5024, loss: 3.5024, grad_norm: 1.8881 2021-01-19 02:14:32,342 - mmaction - INFO - Epoch [12][1620/2147] lr: 8.185e-02, eta: 10 days, 8:08:58, time: 1.437, data_time: 0.002, memory: 16628, top1_acc: 0.2661, top5_acc: 0.5192, loss_cls: 3.4199, loss: 3.4199, grad_norm: 1.9015 2021-01-19 02:15:01,182 - mmaction - INFO - Epoch [12][1640/2147] lr: 8.190e-02, eta: 10 days, 8:06:35, time: 1.441, data_time: 0.002, memory: 16628, top1_acc: 0.2536, top5_acc: 0.5152, loss_cls: 3.4429, loss: 3.4429, grad_norm: 1.9540 2021-01-19 02:15:32,282 - mmaction - INFO - Epoch [12][1660/2147] lr: 8.195e-02, eta: 10 days, 8:04:58, time: 1.551, data_time: 0.005, memory: 16628, top1_acc: 0.2647, top5_acc: 0.4946, loss_cls: 3.5201, loss: 3.5201, grad_norm: 1.9347 2021-01-19 02:16:01,056 - mmaction - INFO - Epoch [12][1680/2147] lr: 8.200e-02, eta: 10 days, 8:02:36, time: 1.444, data_time: 0.010, memory: 16628, top1_acc: 0.2567, top5_acc: 0.5116, loss_cls: 3.4423, loss: 3.4423, grad_norm: 1.8687 2021-01-19 02:16:31,785 - mmaction - INFO - Epoch [12][1700/2147] lr: 8.205e-02, eta: 10 days, 8:00:53, time: 1.534, data_time: 0.001, memory: 16628, top1_acc: 0.2683, top5_acc: 0.5174, loss_cls: 3.4321, loss: 3.4321, grad_norm: 1.9168 2021-01-19 02:17:04,856 - mmaction - INFO - Epoch [12][1720/2147] lr: 8.210e-02, eta: 10 days, 7:59:58, time: 1.653, data_time: 0.083, memory: 16628, top1_acc: 0.2701, top5_acc: 0.5210, loss_cls: 3.3830, loss: 3.3830, grad_norm: 1.8962 2021-01-19 02:17:33,490 - mmaction - INFO - Epoch [12][1740/2147] lr: 8.215e-02, eta: 10 days, 7:57:32, time: 1.433, data_time: 0.005, memory: 16628, top1_acc: 0.2482, top5_acc: 0.5085, loss_cls: 3.4610, loss: 3.4610, grad_norm: 1.9259 2021-01-19 02:18:02,998 - mmaction - INFO - Epoch [12][1760/2147] lr: 8.220e-02, eta: 10 days, 7:55:25, time: 1.477, data_time: 0.007, memory: 16628, top1_acc: 0.2589, top5_acc: 0.5098, loss_cls: 3.4711, loss: 3.4711, grad_norm: 1.9166 2021-01-19 02:18:31,635 - mmaction - INFO - Epoch [12][1780/2147] lr: 8.225e-02, eta: 10 days, 7:52:58, time: 1.431, data_time: 0.007, memory: 16628, top1_acc: 0.2638, top5_acc: 0.5036, loss_cls: 3.4567, loss: 3.4567, grad_norm: 1.8852 2021-01-19 02:19:00,814 - mmaction - INFO - Epoch [12][1800/2147] lr: 8.230e-02, eta: 10 days, 7:50:44, time: 1.459, data_time: 0.003, memory: 16628, top1_acc: 0.2509, top5_acc: 0.5071, loss_cls: 3.4590, loss: 3.4590, grad_norm: 1.9135 2021-01-19 02:19:30,481 - mmaction - INFO - Epoch [12][1820/2147] lr: 8.234e-02, eta: 10 days, 7:48:40, time: 1.483, data_time: 0.004, memory: 16628, top1_acc: 0.2638, top5_acc: 0.5000, loss_cls: 3.4731, loss: 3.4731, grad_norm: 1.9129 2021-01-19 02:19:58,928 - mmaction - INFO - Epoch [12][1840/2147] lr: 8.239e-02, eta: 10 days, 7:46:11, time: 1.424, data_time: 0.005, memory: 16628, top1_acc: 0.2527, top5_acc: 0.4929, loss_cls: 3.5406, loss: 3.5406, grad_norm: 1.9288 2021-01-19 02:20:28,065 - mmaction - INFO - Epoch [12][1860/2147] lr: 8.244e-02, eta: 10 days, 7:43:55, time: 1.454, data_time: 0.003, memory: 16628, top1_acc: 0.2692, top5_acc: 0.5183, loss_cls: 3.4051, loss: 3.4051, grad_norm: 1.8603 2021-01-19 02:20:59,052 - mmaction - INFO - Epoch [12][1880/2147] lr: 8.249e-02, eta: 10 days, 7:42:19, time: 1.551, data_time: 0.006, memory: 16628, top1_acc: 0.2594, top5_acc: 0.5116, loss_cls: 3.4376, loss: 3.4376, grad_norm: 1.9068 2021-01-19 02:21:27,802 - mmaction - INFO - Epoch [12][1900/2147] lr: 8.254e-02, eta: 10 days, 7:39:57, time: 1.438, data_time: 0.004, memory: 16628, top1_acc: 0.2692, top5_acc: 0.5170, loss_cls: 3.4076, loss: 3.4076, grad_norm: 1.9567 2021-01-19 02:21:59,136 - mmaction - INFO - Epoch [12][1920/2147] lr: 8.259e-02, eta: 10 days, 7:38:23, time: 1.555, data_time: 0.006, memory: 16628, top1_acc: 0.2464, top5_acc: 0.5036, loss_cls: 3.5039, loss: 3.5039, grad_norm: 1.9471 2021-01-19 02:22:31,895 - mmaction - INFO - Epoch [12][1940/2147] lr: 8.264e-02, eta: 10 days, 7:37:19, time: 1.627, data_time: 0.022, memory: 16628, top1_acc: 0.2777, top5_acc: 0.5268, loss_cls: 3.3595, loss: 3.3595, grad_norm: 1.8858 2021-01-19 02:23:04,743 - mmaction - INFO - Epoch [12][1960/2147] lr: 8.269e-02, eta: 10 days, 7:36:30, time: 1.666, data_time: 0.030, memory: 16628, top1_acc: 0.2661, top5_acc: 0.5045, loss_cls: 3.4213, loss: 3.4213, grad_norm: 1.9063 2021-01-19 02:23:34,852 - mmaction - INFO - Epoch [12][1980/2147] lr: 8.274e-02, eta: 10 days, 7:34:35, time: 1.504, data_time: 0.003, memory: 16628, top1_acc: 0.2741, top5_acc: 0.5232, loss_cls: 3.3956, loss: 3.3956, grad_norm: 1.9251 2021-01-19 02:24:03,952 - mmaction - INFO - Epoch [12][2000/2147] lr: 8.279e-02, eta: 10 days, 7:32:20, time: 1.453, data_time: 0.010, memory: 16628, top1_acc: 0.2513, top5_acc: 0.4987, loss_cls: 3.5326, loss: 3.5326, grad_norm: 1.8796 2021-01-19 02:24:33,758 - mmaction - INFO - Epoch [12][2020/2147] lr: 8.284e-02, eta: 10 days, 7:30:21, time: 1.493, data_time: 0.005, memory: 16628, top1_acc: 0.2442, top5_acc: 0.5000, loss_cls: 3.4699, loss: 3.4699, grad_norm: 1.8716 2021-01-19 02:25:04,783 - mmaction - INFO - Epoch [12][2040/2147] lr: 8.288e-02, eta: 10 days, 7:28:46, time: 1.550, data_time: 0.003, memory: 16628, top1_acc: 0.2589, top5_acc: 0.5192, loss_cls: 3.4349, loss: 3.4349, grad_norm: 1.8845 2021-01-19 02:25:33,775 - mmaction - INFO - Epoch [12][2060/2147] lr: 8.293e-02, eta: 10 days, 7:26:29, time: 1.448, data_time: 0.007, memory: 16628, top1_acc: 0.2504, top5_acc: 0.4844, loss_cls: 3.5230, loss: 3.5230, grad_norm: 1.8885 2021-01-19 02:26:05,074 - mmaction - INFO - Epoch [12][2080/2147] lr: 8.298e-02, eta: 10 days, 7:24:59, time: 1.564, data_time: 0.006, memory: 16628, top1_acc: 0.2509, top5_acc: 0.5058, loss_cls: 3.5086, loss: 3.5086, grad_norm: 1.8649 2021-01-19 02:26:38,244 - mmaction - INFO - Epoch [12][2100/2147] lr: 8.303e-02, eta: 10 days, 7:24:10, time: 1.662, data_time: 0.049, memory: 16628, top1_acc: 0.2629, top5_acc: 0.5098, loss_cls: 3.4756, loss: 3.4756, grad_norm: 1.8549 2021-01-19 02:27:11,438 - mmaction - INFO - Epoch [12][2120/2147] lr: 8.308e-02, eta: 10 days, 7:23:17, time: 1.654, data_time: 0.008, memory: 16628, top1_acc: 0.2683, top5_acc: 0.5134, loss_cls: 3.3680, loss: 3.3680, grad_norm: 1.8653 2021-01-19 02:27:43,654 - mmaction - INFO - Epoch [12][2140/2147] lr: 8.313e-02, eta: 10 days, 7:22:09, time: 1.618, data_time: 0.015, memory: 16628, top1_acc: 0.2652, top5_acc: 0.5134, loss_cls: 3.3869, loss: 3.3869, grad_norm: 1.9114 2021-01-19 02:28:08,393 - mmaction - INFO - Saving checkpoint at 12 epochs 2021-01-19 02:33:06,441 - mmaction - INFO - Epoch [13][20/2147] lr: 8.312e-02, eta: 10 days, 8:46:10, time: 14.814, data_time: 13.079, memory: 16628, top1_acc: 0.2558, top5_acc: 0.5196, loss_cls: 3.4100, loss: 3.4100, grad_norm: 1.8892 2021-01-19 02:33:35,094 - mmaction - INFO - Epoch [13][40/2147] lr: 8.317e-02, eta: 10 days, 8:43:46, time: 1.437, data_time: 0.012, memory: 16628, top1_acc: 0.2821, top5_acc: 0.5277, loss_cls: 3.3563, loss: 3.3563, grad_norm: 1.9127 2021-01-19 02:34:05,252 - mmaction - INFO - Epoch [13][60/2147] lr: 8.322e-02, eta: 10 days, 8:41:48, time: 1.503, data_time: 0.005, memory: 16628, top1_acc: 0.2710, top5_acc: 0.5210, loss_cls: 3.4157, loss: 3.4157, grad_norm: 1.9127 2021-01-19 02:34:34,559 - mmaction - INFO - Epoch [13][80/2147] lr: 8.327e-02, eta: 10 days, 8:39:37, time: 1.472, data_time: 0.011, memory: 16628, top1_acc: 0.2629, top5_acc: 0.5058, loss_cls: 3.4517, loss: 3.4517, grad_norm: 1.9341 2021-01-19 02:35:05,329 - mmaction - INFO - Epoch [13][100/2147] lr: 8.332e-02, eta: 10 days, 8:37:53, time: 1.535, data_time: 0.005, memory: 16628, top1_acc: 0.2634, top5_acc: 0.5080, loss_cls: 3.4388, loss: 3.4388, grad_norm: 1.8957 2021-01-19 02:35:33,816 - mmaction - INFO - Epoch [13][120/2147] lr: 8.337e-02, eta: 10 days, 8:35:25, time: 1.429, data_time: 0.008, memory: 16628, top1_acc: 0.2723, top5_acc: 0.5228, loss_cls: 3.3936, loss: 3.3936, grad_norm: 1.8983 2021-01-19 02:36:03,667 - mmaction - INFO - Epoch [13][140/2147] lr: 8.342e-02, eta: 10 days, 8:33:22, time: 1.490, data_time: 0.001, memory: 16628, top1_acc: 0.2714, top5_acc: 0.5219, loss_cls: 3.3770, loss: 3.3770, grad_norm: 1.9239 2021-01-19 02:36:32,689 - mmaction - INFO - Epoch [13][160/2147] lr: 8.347e-02, eta: 10 days, 8:31:04, time: 1.451, data_time: 0.011, memory: 16628, top1_acc: 0.2638, top5_acc: 0.5085, loss_cls: 3.4355, loss: 3.4355, grad_norm: 1.9463 2021-01-19 02:37:06,273 - mmaction - INFO - Epoch [13][180/2147] lr: 8.352e-02, eta: 10 days, 8:30:18, time: 1.679, data_time: 0.065, memory: 16628, top1_acc: 0.2629, top5_acc: 0.5107, loss_cls: 3.4049, loss: 3.4049, grad_norm: 1.9390 2021-01-19 02:37:37,804 - mmaction - INFO - Epoch [13][200/2147] lr: 8.357e-02, eta: 10 days, 8:28:49, time: 1.571, data_time: 0.005, memory: 16628, top1_acc: 0.2737, top5_acc: 0.5143, loss_cls: 3.3798, loss: 3.3798, grad_norm: 1.9118 2021-01-19 02:38:09,285 - mmaction - INFO - Epoch [13][220/2147] lr: 8.361e-02, eta: 10 days, 8:27:21, time: 1.576, data_time: 0.012, memory: 16628, top1_acc: 0.2598, top5_acc: 0.5228, loss_cls: 3.4336, loss: 3.4336, grad_norm: 1.9262 2021-01-19 02:38:40,990 - mmaction - INFO - Epoch [13][240/2147] lr: 8.366e-02, eta: 10 days, 8:25:58, time: 1.587, data_time: 0.010, memory: 16628, top1_acc: 0.2701, top5_acc: 0.5308, loss_cls: 3.3753, loss: 3.3753, grad_norm: 1.9289 2021-01-19 02:39:11,613 - mmaction - INFO - Epoch [13][260/2147] lr: 8.371e-02, eta: 10 days, 8:24:13, time: 1.532, data_time: 0.009, memory: 16628, top1_acc: 0.2674, top5_acc: 0.5223, loss_cls: 3.3922, loss: 3.3922, grad_norm: 1.9252 2021-01-19 02:39:40,859 - mmaction - INFO - Epoch [13][280/2147] lr: 8.376e-02, eta: 10 days, 8:22:00, time: 1.462, data_time: 0.012, memory: 16628, top1_acc: 0.2732, top5_acc: 0.5304, loss_cls: 3.3282, loss: 3.3282, grad_norm: 1.9392 2021-01-19 02:40:09,909 - mmaction - INFO - Epoch [13][300/2147] lr: 8.381e-02, eta: 10 days, 8:19:44, time: 1.454, data_time: 0.006, memory: 16628, top1_acc: 0.2665, top5_acc: 0.5103, loss_cls: 3.3957, loss: 3.3957, grad_norm: 1.9407 2021-01-19 02:40:41,621 - mmaction - INFO - Epoch [13][320/2147] lr: 8.386e-02, eta: 10 days, 8:18:22, time: 1.586, data_time: 0.011, memory: 16628, top1_acc: 0.2786, top5_acc: 0.5272, loss_cls: 3.3858, loss: 3.3858, grad_norm: 1.9231 2021-01-19 02:41:10,180 - mmaction - INFO - Epoch [13][340/2147] lr: 8.391e-02, eta: 10 days, 8:15:56, time: 1.429, data_time: 0.006, memory: 16628, top1_acc: 0.2647, top5_acc: 0.5214, loss_cls: 3.3678, loss: 3.3678, grad_norm: 1.9251 2021-01-19 02:41:43,528 - mmaction - INFO - Epoch [13][360/2147] lr: 8.396e-02, eta: 10 days, 8:14:27, time: 1.572, data_time: 0.007, memory: 16628, top1_acc: 0.2741, top5_acc: 0.5116, loss_cls: 3.4651, loss: 3.4651, grad_norm: 1.9179 2021-01-19 02:42:12,756 - mmaction - INFO - Epoch [13][380/2147] lr: 8.401e-02, eta: 10 days, 8:12:53, time: 1.555, data_time: 0.100, memory: 16628, top1_acc: 0.2638, top5_acc: 0.5174, loss_cls: 3.4221, loss: 3.4221, grad_norm: 1.9139 2021-01-19 02:42:44,051 - mmaction - INFO - Epoch [13][400/2147] lr: 8.406e-02, eta: 10 days, 8:11:21, time: 1.564, data_time: 0.004, memory: 16628, top1_acc: 0.2562, top5_acc: 0.5183, loss_cls: 3.4418, loss: 3.4418, grad_norm: 1.9184 2021-01-19 02:43:17,528 - mmaction - INFO - Epoch [13][420/2147] lr: 8.410e-02, eta: 10 days, 8:10:33, time: 1.671, data_time: 0.005, memory: 16628, top1_acc: 0.2562, top5_acc: 0.5058, loss_cls: 3.4609, loss: 3.4609, grad_norm: 1.8604 2021-01-19 02:43:48,205 - mmaction - INFO - Epoch [13][440/2147] lr: 8.415e-02, eta: 10 days, 8:08:51, time: 1.538, data_time: 0.010, memory: 16628, top1_acc: 0.2826, top5_acc: 0.5339, loss_cls: 3.2996, loss: 3.2996, grad_norm: 1.8864 2021-01-19 02:44:16,633 - mmaction - INFO - Epoch [13][460/2147] lr: 8.420e-02, eta: 10 days, 8:06:23, time: 1.422, data_time: 0.004, memory: 16628, top1_acc: 0.2768, top5_acc: 0.5362, loss_cls: 3.3346, loss: 3.3346, grad_norm: 1.9704 2021-01-19 02:44:49,919 - mmaction - INFO - Epoch [13][480/2147] lr: 8.425e-02, eta: 10 days, 8:05:32, time: 1.662, data_time: 0.002, memory: 16628, top1_acc: 0.2750, top5_acc: 0.5210, loss_cls: 3.3766, loss: 3.3766, grad_norm: 1.9574 2021-01-19 02:45:19,004 - mmaction - INFO - Epoch [13][500/2147] lr: 8.430e-02, eta: 10 days, 8:03:17, time: 1.453, data_time: 0.005, memory: 16628, top1_acc: 0.2679, top5_acc: 0.5339, loss_cls: 3.3212, loss: 3.3212, grad_norm: 1.9252 2021-01-19 02:45:48,502 - mmaction - INFO - Epoch [13][520/2147] lr: 8.435e-02, eta: 10 days, 8:01:12, time: 1.478, data_time: 0.009, memory: 16628, top1_acc: 0.2540, top5_acc: 0.5138, loss_cls: 3.4139, loss: 3.4139, grad_norm: 1.9225 2021-01-19 02:46:17,892 - mmaction - INFO - Epoch [13][540/2147] lr: 8.440e-02, eta: 10 days, 7:59:04, time: 1.470, data_time: 0.003, memory: 16628, top1_acc: 0.2487, top5_acc: 0.5062, loss_cls: 3.5074, loss: 3.5074, grad_norm: 1.9708 2021-01-19 02:46:49,659 - mmaction - INFO - Epoch [13][560/2147] lr: 8.445e-02, eta: 10 days, 7:57:42, time: 1.587, data_time: 0.002, memory: 16628, top1_acc: 0.2817, top5_acc: 0.5237, loss_cls: 3.3959, loss: 3.3959, grad_norm: 1.9314 2021-01-19 02:47:18,560 - mmaction - INFO - Epoch [13][580/2147] lr: 8.450e-02, eta: 10 days, 7:55:25, time: 1.445, data_time: 0.005, memory: 16628, top1_acc: 0.2750, top5_acc: 0.5188, loss_cls: 3.4158, loss: 3.4158, grad_norm: 1.9121 2021-01-19 02:47:50,774 - mmaction - INFO - Epoch [13][600/2147] lr: 8.455e-02, eta: 10 days, 7:54:13, time: 1.612, data_time: 0.006, memory: 16628, top1_acc: 0.2723, top5_acc: 0.5308, loss_cls: 3.3124, loss: 3.3124, grad_norm: 1.8976 2021-01-19 02:48:19,561 - mmaction - INFO - Epoch [13][620/2147] lr: 8.460e-02, eta: 10 days, 7:51:51, time: 1.434, data_time: 0.001, memory: 16628, top1_acc: 0.2879, top5_acc: 0.5362, loss_cls: 3.3297, loss: 3.3297, grad_norm: 1.9214 2021-01-19 02:48:51,103 - mmaction - INFO - Epoch [13][640/2147] lr: 8.464e-02, eta: 10 days, 7:50:27, time: 1.578, data_time: 0.009, memory: 16628, top1_acc: 0.2812, top5_acc: 0.5107, loss_cls: 3.4165, loss: 3.4165, grad_norm: 1.9139 2021-01-19 02:49:23,674 - mmaction - INFO - Epoch [13][660/2147] lr: 8.469e-02, eta: 10 days, 7:49:21, time: 1.626, data_time: 0.007, memory: 16628, top1_acc: 0.2732, top5_acc: 0.5134, loss_cls: 3.3590, loss: 3.3590, grad_norm: 1.9502 2021-01-19 02:49:53,182 - mmaction - INFO - Epoch [13][680/2147] lr: 8.474e-02, eta: 10 days, 7:47:16, time: 1.475, data_time: 0.013, memory: 16628, top1_acc: 0.2527, top5_acc: 0.5116, loss_cls: 3.4970, loss: 3.4970, grad_norm: 1.9544 2021-01-19 02:50:21,726 - mmaction - INFO - Epoch [13][700/2147] lr: 8.479e-02, eta: 10 days, 7:44:55, time: 1.434, data_time: 0.009, memory: 16628, top1_acc: 0.2772, top5_acc: 0.5299, loss_cls: 3.3630, loss: 3.3630, grad_norm: 1.9364 2021-01-19 02:50:51,188 - mmaction - INFO - Epoch [13][720/2147] lr: 8.484e-02, eta: 10 days, 7:42:49, time: 1.474, data_time: 0.004, memory: 16628, top1_acc: 0.2804, top5_acc: 0.5254, loss_cls: 3.3734, loss: 3.3734, grad_norm: 1.9443 2021-01-19 02:51:20,230 - mmaction - INFO - Epoch [13][740/2147] lr: 8.489e-02, eta: 10 days, 7:40:36, time: 1.452, data_time: 0.003, memory: 16628, top1_acc: 0.2741, top5_acc: 0.5223, loss_cls: 3.3960, loss: 3.3960, grad_norm: 1.9409 2021-01-19 02:51:53,004 - mmaction - INFO - Epoch [13][760/2147] lr: 8.494e-02, eta: 10 days, 7:39:35, time: 1.636, data_time: 0.036, memory: 16628, top1_acc: 0.2701, top5_acc: 0.5076, loss_cls: 3.4262, loss: 3.4262, grad_norm: 1.9202 2021-01-19 02:52:26,063 - mmaction - INFO - Epoch [13][780/2147] lr: 8.499e-02, eta: 10 days, 7:38:40, time: 1.651, data_time: 0.005, memory: 16628, top1_acc: 0.2683, top5_acc: 0.5156, loss_cls: 3.4156, loss: 3.4156, grad_norm: 1.9010 2021-01-19 02:52:54,595 - mmaction - INFO - Epoch [13][800/2147] lr: 8.504e-02, eta: 10 days, 7:36:18, time: 1.430, data_time: 0.007, memory: 16628, top1_acc: 0.2638, top5_acc: 0.5246, loss_cls: 3.3794, loss: 3.3794, grad_norm: 1.9356 2021-01-19 02:53:22,870 - mmaction - INFO - Epoch [13][820/2147] lr: 8.509e-02, eta: 10 days, 7:33:49, time: 1.414, data_time: 0.002, memory: 16628, top1_acc: 0.2656, top5_acc: 0.5272, loss_cls: 3.3551, loss: 3.3551, grad_norm: 1.9886 2021-01-19 02:53:51,686 - mmaction - INFO - Epoch [13][840/2147] lr: 8.513e-02, eta: 10 days, 7:31:31, time: 1.440, data_time: 0.005, memory: 16628, top1_acc: 0.2692, top5_acc: 0.5134, loss_cls: 3.4107, loss: 3.4107, grad_norm: 1.9136 2021-01-19 02:54:20,722 - mmaction - INFO - Epoch [13][860/2147] lr: 8.518e-02, eta: 10 days, 7:29:18, time: 1.450, data_time: 0.003, memory: 16628, top1_acc: 0.2884, top5_acc: 0.5353, loss_cls: 3.3296, loss: 3.3296, grad_norm: 1.9419 2021-01-19 02:54:48,988 - mmaction - INFO - Epoch [13][880/2147] lr: 8.523e-02, eta: 10 days, 7:26:51, time: 1.416, data_time: 0.007, memory: 16628, top1_acc: 0.2504, top5_acc: 0.5152, loss_cls: 3.4227, loss: 3.4227, grad_norm: 1.9744 2021-01-19 02:55:19,930 - mmaction - INFO - Epoch [13][900/2147] lr: 8.528e-02, eta: 10 days, 7:25:15, time: 1.546, data_time: 0.002, memory: 16628, top1_acc: 0.2598, top5_acc: 0.5094, loss_cls: 3.4086, loss: 3.4086, grad_norm: 1.8782 2021-01-19 02:55:48,219 - mmaction - INFO - Epoch [13][920/2147] lr: 8.533e-02, eta: 10 days, 7:22:48, time: 1.416, data_time: 0.007, memory: 16628, top1_acc: 0.2513, top5_acc: 0.5027, loss_cls: 3.5040, loss: 3.5040, grad_norm: 1.9144 2021-01-19 02:56:16,881 - mmaction - INFO - Epoch [13][940/2147] lr: 8.538e-02, eta: 10 days, 7:20:28, time: 1.433, data_time: 0.001, memory: 16628, top1_acc: 0.2665, top5_acc: 0.5170, loss_cls: 3.3859, loss: 3.3859, grad_norm: 1.8908 2021-01-19 02:57:05,003 - mmaction - INFO - Epoch [13][960/2147] lr: 8.543e-02, eta: 10 days, 7:24:23, time: 2.389, data_time: 0.002, memory: 16628, top1_acc: 0.2835, top5_acc: 0.5232, loss_cls: 3.3513, loss: 3.3513, grad_norm: 1.8901 2021-01-19 02:57:33,617 - mmaction - INFO - Epoch [13][980/2147] lr: 8.548e-02, eta: 10 days, 7:22:09, time: 1.447, data_time: 0.023, memory: 16628, top1_acc: 0.2670, top5_acc: 0.5308, loss_cls: 3.3571, loss: 3.3571, grad_norm: 1.8778 2021-01-19 02:58:02,514 - mmaction - INFO - Epoch [13][1000/2147] lr: 8.553e-02, eta: 10 days, 7:19:54, time: 1.445, data_time: 0.004, memory: 16628, top1_acc: 0.2402, top5_acc: 0.5138, loss_cls: 3.4388, loss: 3.4388, grad_norm: 1.8908 2021-01-19 02:58:33,176 - mmaction - INFO - Epoch [13][1020/2147] lr: 8.558e-02, eta: 10 days, 7:18:13, time: 1.533, data_time: 0.003, memory: 16628, top1_acc: 0.2625, top5_acc: 0.5129, loss_cls: 3.4007, loss: 3.4007, grad_norm: 1.9033 2021-01-19 02:59:02,493 - mmaction - INFO - Epoch [13][1040/2147] lr: 8.563e-02, eta: 10 days, 7:16:07, time: 1.466, data_time: 0.003, memory: 16628, top1_acc: 0.2929, top5_acc: 0.5406, loss_cls: 3.2854, loss: 3.2854, grad_norm: 1.8822 2021-01-19 02:59:34,049 - mmaction - INFO - Epoch [13][1060/2147] lr: 8.567e-02, eta: 10 days, 7:14:45, time: 1.578, data_time: 0.002, memory: 16628, top1_acc: 0.2777, top5_acc: 0.5339, loss_cls: 3.3401, loss: 3.3401, grad_norm: 1.9190 2021-01-19 03:00:07,555 - mmaction - INFO - Epoch [13][1080/2147] lr: 8.572e-02, eta: 10 days, 7:13:55, time: 1.663, data_time: 0.004, memory: 16628, top1_acc: 0.2482, top5_acc: 0.5129, loss_cls: 3.4018, loss: 3.4018, grad_norm: 1.9461 2021-01-19 03:00:40,301 - mmaction - INFO - Epoch [13][1100/2147] lr: 8.577e-02, eta: 10 days, 7:13:00, time: 1.649, data_time: 0.014, memory: 16628, top1_acc: 0.2911, top5_acc: 0.5371, loss_cls: 3.2975, loss: 3.2975, grad_norm: 1.9051 2021-01-19 03:01:11,444 - mmaction - INFO - Epoch [13][1120/2147] lr: 8.582e-02, eta: 10 days, 7:11:29, time: 1.555, data_time: 0.006, memory: 16628, top1_acc: 0.2759, top5_acc: 0.5196, loss_cls: 3.3950, loss: 3.3950, grad_norm: 1.9407 2021-01-19 03:01:44,807 - mmaction - INFO - Epoch [13][1140/2147] lr: 8.587e-02, eta: 10 days, 7:10:19, time: 1.611, data_time: 0.062, memory: 16628, top1_acc: 0.2531, top5_acc: 0.4964, loss_cls: 3.5030, loss: 3.5030, grad_norm: 1.9340 2021-01-19 03:02:17,161 - mmaction - INFO - Epoch [13][1160/2147] lr: 8.592e-02, eta: 10 days, 7:09:32, time: 1.667, data_time: 0.063, memory: 16628, top1_acc: 0.2781, top5_acc: 0.5223, loss_cls: 3.3858, loss: 3.3858, grad_norm: 1.8403 2021-01-19 03:02:51,980 - mmaction - INFO - Epoch [13][1180/2147] lr: 8.597e-02, eta: 10 days, 7:09:14, time: 1.746, data_time: 0.016, memory: 16628, top1_acc: 0.2563, top5_acc: 0.5188, loss_cls: 3.4259, loss: 3.4259, grad_norm: 1.9236 2021-01-19 03:03:23,044 - mmaction - INFO - Epoch [13][1200/2147] lr: 8.602e-02, eta: 10 days, 7:07:45, time: 1.559, data_time: 0.009, memory: 16628, top1_acc: 0.2545, top5_acc: 0.5188, loss_cls: 3.4296, loss: 3.4296, grad_norm: 1.8859 2021-01-19 03:03:51,423 - mmaction - INFO - Epoch [13][1220/2147] lr: 8.607e-02, eta: 10 days, 7:05:21, time: 1.419, data_time: 0.003, memory: 16628, top1_acc: 0.2558, top5_acc: 0.4821, loss_cls: 3.5256, loss: 3.5256, grad_norm: 1.8998 2021-01-19 03:04:19,965 - mmaction - INFO - Epoch [13][1240/2147] lr: 8.612e-02, eta: 10 days, 7:03:01, time: 1.428, data_time: 0.006, memory: 16628, top1_acc: 0.2737, top5_acc: 0.5192, loss_cls: 3.4253, loss: 3.4253, grad_norm: 1.9033 2021-01-19 03:04:48,770 - mmaction - INFO - Epoch [13][1260/2147] lr: 8.617e-02, eta: 10 days, 7:00:45, time: 1.439, data_time: 0.001, memory: 16628, top1_acc: 0.2714, top5_acc: 0.5201, loss_cls: 3.3545, loss: 3.3545, grad_norm: 1.9058 2021-01-19 03:05:19,468 - mmaction - INFO - Epoch [13][1280/2147] lr: 8.621e-02, eta: 10 days, 6:59:07, time: 1.535, data_time: 0.004, memory: 16628, top1_acc: 0.2862, top5_acc: 0.5308, loss_cls: 3.3196, loss: 3.3196, grad_norm: 1.9076 2021-01-19 03:05:50,858 - mmaction - INFO - Epoch [13][1300/2147] lr: 8.626e-02, eta: 10 days, 6:57:40, time: 1.564, data_time: 0.002, memory: 16628, top1_acc: 0.2580, top5_acc: 0.5049, loss_cls: 3.4627, loss: 3.4627, grad_norm: 1.9431 2021-01-19 03:06:20,278 - mmaction - INFO - Epoch [13][1320/2147] lr: 8.631e-02, eta: 10 days, 6:55:37, time: 1.472, data_time: 0.009, memory: 16628, top1_acc: 0.2710, top5_acc: 0.5103, loss_cls: 3.4226, loss: 3.4226, grad_norm: 1.8451 2021-01-19 03:06:50,568 - mmaction - INFO - Epoch [13][1340/2147] lr: 8.636e-02, eta: 10 days, 6:53:53, time: 1.518, data_time: 0.007, memory: 16628, top1_acc: 0.2607, top5_acc: 0.5259, loss_cls: 3.4026, loss: 3.4026, grad_norm: 1.9029 2021-01-19 03:07:20,353 - mmaction - INFO - Epoch [13][1360/2147] lr: 8.641e-02, eta: 10 days, 6:51:58, time: 1.490, data_time: 0.003, memory: 16628, top1_acc: 0.2790, top5_acc: 0.5254, loss_cls: 3.3607, loss: 3.3607, grad_norm: 1.9252 2021-01-19 03:07:51,142 - mmaction - INFO - Epoch [13][1380/2147] lr: 8.646e-02, eta: 10 days, 6:50:21, time: 1.539, data_time: 0.003, memory: 16628, top1_acc: 0.2786, top5_acc: 0.5272, loss_cls: 3.3571, loss: 3.3571, grad_norm: 1.9162 2021-01-19 03:08:22,243 - mmaction - INFO - Epoch [13][1400/2147] lr: 8.651e-02, eta: 10 days, 6:48:51, time: 1.555, data_time: 0.005, memory: 16628, top1_acc: 0.2857, top5_acc: 0.5420, loss_cls: 3.2631, loss: 3.2631, grad_norm: 1.9277 2021-01-19 03:08:51,995 - mmaction - INFO - Epoch [13][1420/2147] lr: 8.656e-02, eta: 10 days, 6:46:55, time: 1.487, data_time: 0.005, memory: 16628, top1_acc: 0.2683, top5_acc: 0.5348, loss_cls: 3.3930, loss: 3.3930, grad_norm: 1.9924 2021-01-19 03:09:22,633 - mmaction - INFO - Epoch [13][1440/2147] lr: 8.661e-02, eta: 10 days, 6:45:16, time: 1.532, data_time: 0.004, memory: 16628, top1_acc: 0.2750, top5_acc: 0.5219, loss_cls: 3.3976, loss: 3.3976, grad_norm: 1.9320 2021-01-19 03:09:53,334 - mmaction - INFO - Epoch [13][1460/2147] lr: 8.666e-02, eta: 10 days, 6:43:39, time: 1.535, data_time: 0.003, memory: 16628, top1_acc: 0.2723, top5_acc: 0.5263, loss_cls: 3.3960, loss: 3.3960, grad_norm: 1.9067 2021-01-19 03:10:28,586 - mmaction - INFO - Epoch [13][1480/2147] lr: 8.670e-02, eta: 10 days, 6:43:28, time: 1.760, data_time: 0.008, memory: 16628, top1_acc: 0.2763, top5_acc: 0.5308, loss_cls: 3.3666, loss: 3.3666, grad_norm: 1.9239 2021-01-19 03:11:01,058 - mmaction - INFO - Epoch [13][1500/2147] lr: 8.675e-02, eta: 10 days, 6:42:26, time: 1.627, data_time: 0.009, memory: 16628, top1_acc: 0.2687, top5_acc: 0.5152, loss_cls: 3.4193, loss: 3.4193, grad_norm: 1.9585 2021-01-19 03:11:29,576 - mmaction - INFO - Epoch [13][1520/2147] lr: 8.680e-02, eta: 10 days, 6:40:05, time: 1.423, data_time: 0.002, memory: 16628, top1_acc: 0.2808, top5_acc: 0.5174, loss_cls: 3.3811, loss: 3.3811, grad_norm: 1.8997 2021-01-19 03:11:59,711 - mmaction - INFO - Epoch [13][1540/2147] lr: 8.685e-02, eta: 10 days, 6:38:18, time: 1.507, data_time: 0.041, memory: 16628, top1_acc: 0.2750, top5_acc: 0.5424, loss_cls: 3.3192, loss: 3.3192, grad_norm: 1.9091 2021-01-19 03:12:28,190 - mmaction - INFO - Epoch [13][1560/2147] lr: 8.690e-02, eta: 10 days, 6:35:58, time: 1.424, data_time: 0.009, memory: 16628, top1_acc: 0.2652, top5_acc: 0.5192, loss_cls: 3.4473, loss: 3.4473, grad_norm: 1.9573 2021-01-19 03:12:59,895 - mmaction - INFO - Epoch [13][1580/2147] lr: 8.695e-02, eta: 10 days, 6:34:41, time: 1.588, data_time: 0.005, memory: 16628, top1_acc: 0.2737, top5_acc: 0.5089, loss_cls: 3.4111, loss: 3.4111, grad_norm: 1.9211 2021-01-19 03:13:32,703 - mmaction - INFO - Epoch [13][1600/2147] lr: 8.700e-02, eta: 10 days, 6:33:44, time: 1.639, data_time: 0.002, memory: 16628, top1_acc: 0.2808, top5_acc: 0.5321, loss_cls: 3.3238, loss: 3.3238, grad_norm: 1.8793 2021-01-19 03:14:03,471 - mmaction - INFO - Epoch [13][1620/2147] lr: 8.705e-02, eta: 10 days, 6:32:09, time: 1.538, data_time: 0.003, memory: 16628, top1_acc: 0.2866, top5_acc: 0.5446, loss_cls: 3.2842, loss: 3.2842, grad_norm: 1.9234 2021-01-19 03:14:31,919 - mmaction - INFO - Epoch [13][1640/2147] lr: 8.710e-02, eta: 10 days, 6:29:50, time: 1.424, data_time: 0.005, memory: 16628, top1_acc: 0.2857, top5_acc: 0.5254, loss_cls: 3.3657, loss: 3.3657, grad_norm: 1.9518 2021-01-19 03:15:03,284 - mmaction - INFO - Epoch [13][1660/2147] lr: 8.715e-02, eta: 10 days, 6:28:23, time: 1.561, data_time: 0.003, memory: 16628, top1_acc: 0.2638, top5_acc: 0.5116, loss_cls: 3.4620, loss: 3.4620, grad_norm: 1.9418 2021-01-19 03:15:32,575 - mmaction - INFO - Epoch [13][1680/2147] lr: 8.720e-02, eta: 10 days, 6:26:22, time: 1.470, data_time: 0.009, memory: 16628, top1_acc: 0.2629, top5_acc: 0.5237, loss_cls: 3.4310, loss: 3.4310, grad_norm: 1.9446 2021-01-19 03:16:01,015 - mmaction - INFO - Epoch [13][1700/2147] lr: 8.724e-02, eta: 10 days, 6:24:03, time: 1.423, data_time: 0.003, memory: 16628, top1_acc: 0.2723, top5_acc: 0.5259, loss_cls: 3.4188, loss: 3.4188, grad_norm: 1.9553 2021-01-19 03:16:30,025 - mmaction - INFO - Epoch [13][1720/2147] lr: 8.729e-02, eta: 10 days, 6:21:53, time: 1.447, data_time: 0.006, memory: 16628, top1_acc: 0.2790, top5_acc: 0.5295, loss_cls: 3.3584, loss: 3.3584, grad_norm: 1.8327 2021-01-19 03:17:09,019 - mmaction - INFO - Epoch [13][1740/2147] lr: 8.734e-02, eta: 10 days, 6:22:53, time: 1.946, data_time: 0.006, memory: 16628, top1_acc: 0.2607, top5_acc: 0.5183, loss_cls: 3.4081, loss: 3.4081, grad_norm: 1.9334 2021-01-19 03:17:37,626 - mmaction - INFO - Epoch [13][1760/2147] lr: 8.739e-02, eta: 10 days, 6:20:41, time: 1.438, data_time: 0.012, memory: 16628, top1_acc: 0.2661, top5_acc: 0.5201, loss_cls: 3.4102, loss: 3.4102, grad_norm: 1.8976 2021-01-19 03:18:05,985 - mmaction - INFO - Epoch [13][1780/2147] lr: 8.744e-02, eta: 10 days, 6:18:20, time: 1.418, data_time: 0.004, memory: 16628, top1_acc: 0.2790, top5_acc: 0.5366, loss_cls: 3.3085, loss: 3.3085, grad_norm: 1.8784 2021-01-19 03:18:34,698 - mmaction - INFO - Epoch [13][1800/2147] lr: 8.749e-02, eta: 10 days, 6:16:06, time: 1.435, data_time: 0.003, memory: 16628, top1_acc: 0.2826, top5_acc: 0.5183, loss_cls: 3.3626, loss: 3.3626, grad_norm: 1.9292 2021-01-19 03:19:04,682 - mmaction - INFO - Epoch [13][1820/2147] lr: 8.754e-02, eta: 10 days, 6:14:17, time: 1.500, data_time: 0.002, memory: 16628, top1_acc: 0.2665, top5_acc: 0.5290, loss_cls: 3.4036, loss: 3.4036, grad_norm: 1.9197 2021-01-19 03:19:33,993 - mmaction - INFO - Epoch [13][1840/2147] lr: 8.759e-02, eta: 10 days, 6:12:13, time: 1.458, data_time: 0.002, memory: 16628, top1_acc: 0.2790, top5_acc: 0.5527, loss_cls: 3.3117, loss: 3.3117, grad_norm: 1.9089 2021-01-19 03:20:04,527 - mmaction - INFO - Epoch [13][1860/2147] lr: 8.764e-02, eta: 10 days, 6:10:37, time: 1.533, data_time: 0.010, memory: 16628, top1_acc: 0.2723, top5_acc: 0.5201, loss_cls: 3.3662, loss: 3.3662, grad_norm: 1.9097 2021-01-19 03:20:36,044 - mmaction - INFO - Epoch [13][1880/2147] lr: 8.769e-02, eta: 10 days, 6:09:15, time: 1.572, data_time: 0.006, memory: 16628, top1_acc: 0.2549, top5_acc: 0.5214, loss_cls: 3.4185, loss: 3.4185, grad_norm: 1.9178 2021-01-19 03:21:06,953 - mmaction - INFO - Epoch [13][1900/2147] lr: 8.773e-02, eta: 10 days, 6:07:45, time: 1.549, data_time: 0.006, memory: 16628, top1_acc: 0.2705, top5_acc: 0.5121, loss_cls: 3.4115, loss: 3.4115, grad_norm: 1.9583 2021-01-19 03:21:35,547 - mmaction - INFO - Epoch [13][1920/2147] lr: 8.778e-02, eta: 10 days, 6:05:30, time: 1.430, data_time: 0.003, memory: 16628, top1_acc: 0.2799, top5_acc: 0.5103, loss_cls: 3.4267, loss: 3.4267, grad_norm: 1.9115 2021-01-19 03:22:18,817 - mmaction - INFO - Epoch [13][1940/2147] lr: 8.783e-02, eta: 10 days, 6:07:48, time: 2.152, data_time: 0.003, memory: 16628, top1_acc: 0.2853, top5_acc: 0.5357, loss_cls: 3.3057, loss: 3.3057, grad_norm: 1.9054 2021-01-19 03:22:47,312 - mmaction - INFO - Epoch [13][1960/2147] lr: 8.788e-02, eta: 10 days, 6:05:35, time: 1.436, data_time: 0.025, memory: 16628, top1_acc: 0.2625, top5_acc: 0.5018, loss_cls: 3.4441, loss: 3.4441, grad_norm: 1.9403 2021-01-19 03:23:21,201 - mmaction - INFO - Epoch [13][1980/2147] lr: 8.793e-02, eta: 10 days, 6:04:59, time: 1.691, data_time: 0.003, memory: 16628, top1_acc: 0.2893, top5_acc: 0.5406, loss_cls: 3.3462, loss: 3.3462, grad_norm: 1.9211 2021-01-19 03:23:50,107 - mmaction - INFO - Epoch [13][2000/2147] lr: 8.798e-02, eta: 10 days, 6:02:51, time: 1.447, data_time: 0.006, memory: 16628, top1_acc: 0.2705, top5_acc: 0.5263, loss_cls: 3.3929, loss: 3.3929, grad_norm: 1.9123 2021-01-19 03:24:23,404 - mmaction - INFO - Epoch [13][2020/2147] lr: 8.803e-02, eta: 10 days, 6:02:02, time: 1.657, data_time: 0.005, memory: 16628, top1_acc: 0.2804, top5_acc: 0.5272, loss_cls: 3.3848, loss: 3.3848, grad_norm: 1.9298 2021-01-19 03:24:53,625 - mmaction - INFO - Epoch [13][2040/2147] lr: 8.808e-02, eta: 10 days, 6:00:20, time: 1.516, data_time: 0.014, memory: 16628, top1_acc: 0.2808, top5_acc: 0.5210, loss_cls: 3.4253, loss: 3.4253, grad_norm: 1.8951 2021-01-19 03:25:22,335 - mmaction - INFO - Epoch [13][2060/2147] lr: 8.813e-02, eta: 10 days, 5:58:09, time: 1.440, data_time: 0.008, memory: 16628, top1_acc: 0.2723, top5_acc: 0.5290, loss_cls: 3.3533, loss: 3.3533, grad_norm: 1.9528 2021-01-19 03:25:50,658 - mmaction - INFO - Epoch [13][2080/2147] lr: 8.818e-02, eta: 10 days, 5:55:50, time: 1.416, data_time: 0.003, memory: 16628, top1_acc: 0.2817, top5_acc: 0.5219, loss_cls: 3.3761, loss: 3.3761, grad_norm: 1.9425 2021-01-19 03:26:19,520 - mmaction - INFO - Epoch [13][2100/2147] lr: 8.823e-02, eta: 10 days, 5:53:42, time: 1.444, data_time: 0.003, memory: 16628, top1_acc: 0.2853, top5_acc: 0.5384, loss_cls: 3.3097, loss: 3.3097, grad_norm: 1.9064 2021-01-19 03:26:55,058 - mmaction - INFO - Epoch [13][2120/2147] lr: 8.827e-02, eta: 10 days, 5:53:35, time: 1.771, data_time: 0.004, memory: 16628, top1_acc: 0.2638, top5_acc: 0.5210, loss_cls: 3.4011, loss: 3.4011, grad_norm: 1.9667 2021-01-19 03:27:23,574 - mmaction - INFO - Epoch [13][2140/2147] lr: 8.832e-02, eta: 10 days, 5:51:22, time: 1.431, data_time: 0.008, memory: 16628, top1_acc: 0.2670, top5_acc: 0.5156, loss_cls: 3.3979, loss: 3.3979, grad_norm: 1.9137 2021-01-19 03:32:54,343 - mmaction - INFO - Epoch [14][20/2147] lr: 8.831e-02, eta: 10 days, 7:11:41, time: 15.313, data_time: 13.554, memory: 16628, top1_acc: 0.2862, top5_acc: 0.5335, loss_cls: 3.3350, loss: 3.3350, grad_norm: 1.8833 2021-01-19 03:33:23,368 - mmaction - INFO - Epoch [14][40/2147] lr: 8.836e-02, eta: 10 days, 7:09:33, time: 1.454, data_time: 0.008, memory: 16628, top1_acc: 0.2768, top5_acc: 0.5272, loss_cls: 3.3652, loss: 3.3652, grad_norm: 1.9345 2021-01-19 03:33:54,207 - mmaction - INFO - Epoch [14][60/2147] lr: 8.840e-02, eta: 10 days, 7:07:58, time: 1.542, data_time: 0.005, memory: 16628, top1_acc: 0.2670, top5_acc: 0.5295, loss_cls: 3.3920, loss: 3.3920, grad_norm: 1.9446 2021-01-19 03:34:25,794 - mmaction - INFO - Epoch [14][80/2147] lr: 8.845e-02, eta: 10 days, 7:06:37, time: 1.579, data_time: 0.004, memory: 16628, top1_acc: 0.2781, top5_acc: 0.5254, loss_cls: 3.3290, loss: 3.3290, grad_norm: 1.9165 2021-01-19 03:34:56,487 - mmaction - INFO - Epoch [14][100/2147] lr: 8.850e-02, eta: 10 days, 7:04:59, time: 1.535, data_time: 0.004, memory: 16628, top1_acc: 0.2629, top5_acc: 0.5228, loss_cls: 3.3617, loss: 3.3617, grad_norm: 1.9391 2021-01-19 03:35:27,391 - mmaction - INFO - Epoch [14][120/2147] lr: 8.855e-02, eta: 10 days, 7:03:25, time: 1.544, data_time: 0.004, memory: 16628, top1_acc: 0.2683, top5_acc: 0.5437, loss_cls: 3.3336, loss: 3.3336, grad_norm: 1.9548 2021-01-19 03:35:55,857 - mmaction - INFO - Epoch [14][140/2147] lr: 8.860e-02, eta: 10 days, 7:01:07, time: 1.425, data_time: 0.007, memory: 16628, top1_acc: 0.2906, top5_acc: 0.5228, loss_cls: 3.3515, loss: 3.3515, grad_norm: 1.9170 2021-01-19 03:36:28,433 - mmaction - INFO - Epoch [14][160/2147] lr: 8.865e-02, eta: 10 days, 7:00:03, time: 1.625, data_time: 0.006, memory: 16628, top1_acc: 0.2808, top5_acc: 0.5156, loss_cls: 3.3823, loss: 3.3823, grad_norm: 1.9400 2021-01-19 03:37:05,322 - mmaction - INFO - Epoch [14][180/2147] lr: 8.870e-02, eta: 10 days, 7:00:22, time: 1.847, data_time: 0.009, memory: 16628, top1_acc: 0.2737, top5_acc: 0.5210, loss_cls: 3.3494, loss: 3.3494, grad_norm: 1.9372 2021-01-19 03:37:35,658 - mmaction - INFO - Epoch [14][200/2147] lr: 8.875e-02, eta: 10 days, 6:58:38, time: 1.518, data_time: 0.006, memory: 16628, top1_acc: 0.2772, top5_acc: 0.5281, loss_cls: 3.3524, loss: 3.3524, grad_norm: 1.9008 2021-01-19 03:38:06,217 - mmaction - INFO - Epoch [14][220/2147] lr: 8.880e-02, eta: 10 days, 6:56:58, time: 1.527, data_time: 0.005, memory: 16628, top1_acc: 0.2955, top5_acc: 0.5219, loss_cls: 3.3198, loss: 3.3198, grad_norm: 1.8962 2021-01-19 03:38:34,712 - mmaction - INFO - Epoch [14][240/2147] lr: 8.885e-02, eta: 10 days, 6:54:41, time: 1.426, data_time: 0.004, memory: 16628, top1_acc: 0.2576, top5_acc: 0.5094, loss_cls: 3.4124, loss: 3.4124, grad_norm: 1.9114 2021-01-19 03:39:05,708 - mmaction - INFO - Epoch [14][260/2147] lr: 8.889e-02, eta: 10 days, 6:53:09, time: 1.549, data_time: 0.002, memory: 16628, top1_acc: 0.2906, top5_acc: 0.5500, loss_cls: 3.2747, loss: 3.2747, grad_norm: 1.9379 2021-01-19 03:39:36,354 - mmaction - INFO - Epoch [14][280/2147] lr: 8.894e-02, eta: 10 days, 6:51:31, time: 1.532, data_time: 0.004, memory: 16628, top1_acc: 0.2652, top5_acc: 0.5138, loss_cls: 3.3979, loss: 3.3979, grad_norm: 1.9012 2021-01-19 03:40:05,076 - mmaction - INFO - Epoch [14][300/2147] lr: 8.899e-02, eta: 10 days, 6:49:19, time: 1.437, data_time: 0.006, memory: 16628, top1_acc: 0.2701, top5_acc: 0.5366, loss_cls: 3.3714, loss: 3.3714, grad_norm: 1.9392 2021-01-19 03:40:34,022 - mmaction - INFO - Epoch [14][320/2147] lr: 8.904e-02, eta: 10 days, 6:47:10, time: 1.448, data_time: 0.003, memory: 16628, top1_acc: 0.2746, top5_acc: 0.5406, loss_cls: 3.3126, loss: 3.3126, grad_norm: 1.9139 2021-01-19 03:41:04,024 - mmaction - INFO - Epoch [14][340/2147] lr: 8.909e-02, eta: 10 days, 6:45:20, time: 1.500, data_time: 0.002, memory: 16628, top1_acc: 0.2683, top5_acc: 0.5335, loss_cls: 3.3615, loss: 3.3615, grad_norm: 1.9829 2021-01-19 03:41:34,444 - mmaction - INFO - Epoch [14][360/2147] lr: 8.914e-02, eta: 10 days, 6:43:37, time: 1.515, data_time: 0.003, memory: 16628, top1_acc: 0.2826, top5_acc: 0.5295, loss_cls: 3.3243, loss: 3.3243, grad_norm: 1.9672 2021-01-19 03:42:10,000 - mmaction - INFO - Epoch [14][380/2147] lr: 8.919e-02, eta: 10 days, 6:43:32, time: 1.784, data_time: 0.065, memory: 16628, top1_acc: 0.2853, top5_acc: 0.5558, loss_cls: 3.2776, loss: 3.2776, grad_norm: 1.9420 2021-01-19 03:42:39,367 - mmaction - INFO - Epoch [14][400/2147] lr: 8.924e-02, eta: 10 days, 6:41:30, time: 1.465, data_time: 0.001, memory: 16628, top1_acc: 0.2629, top5_acc: 0.5112, loss_cls: 3.4305, loss: 3.4305, grad_norm: 1.9634 2021-01-19 03:43:12,651 - mmaction - INFO - Epoch [14][420/2147] lr: 8.929e-02, eta: 10 days, 6:40:43, time: 1.668, data_time: 0.006, memory: 16628, top1_acc: 0.2594, top5_acc: 0.5027, loss_cls: 3.4073, loss: 3.4073, grad_norm: 1.9252 2021-01-19 03:43:41,136 - mmaction - INFO - Epoch [14][440/2147] lr: 8.934e-02, eta: 10 days, 6:38:26, time: 1.424, data_time: 0.004, memory: 16628, top1_acc: 0.2692, top5_acc: 0.5228, loss_cls: 3.3891, loss: 3.3891, grad_norm: 1.9241 2021-01-19 03:44:10,645 - mmaction - INFO - Epoch [14][460/2147] lr: 8.938e-02, eta: 10 days, 6:36:25, time: 1.467, data_time: 0.006, memory: 16628, top1_acc: 0.2696, top5_acc: 0.5304, loss_cls: 3.4017, loss: 3.4017, grad_norm: 1.8929 2021-01-19 03:44:39,270 - mmaction - INFO - Epoch [14][480/2147] lr: 8.943e-02, eta: 10 days, 6:34:14, time: 1.440, data_time: 0.017, memory: 16628, top1_acc: 0.2763, top5_acc: 0.5237, loss_cls: 3.3483, loss: 3.3483, grad_norm: 1.9306 2021-01-19 03:45:07,711 - mmaction - INFO - Epoch [14][500/2147] lr: 8.948e-02, eta: 10 days, 6:31:57, time: 1.420, data_time: 0.002, memory: 16628, top1_acc: 0.2705, top5_acc: 0.5344, loss_cls: 3.3233, loss: 3.3233, grad_norm: 1.9396 2021-01-19 03:45:36,265 - mmaction - INFO - Epoch [14][520/2147] lr: 8.953e-02, eta: 10 days, 6:29:42, time: 1.429, data_time: 0.006, memory: 16628, top1_acc: 0.2683, top5_acc: 0.5232, loss_cls: 3.3602, loss: 3.3602, grad_norm: 1.9439 2021-01-19 03:46:08,476 - mmaction - INFO - Epoch [14][540/2147] lr: 8.958e-02, eta: 10 days, 6:28:33, time: 1.606, data_time: 0.004, memory: 16628, top1_acc: 0.2781, top5_acc: 0.5357, loss_cls: 3.3336, loss: 3.3336, grad_norm: 1.9170 2021-01-19 03:46:41,771 - mmaction - INFO - Epoch [14][560/2147] lr: 8.963e-02, eta: 10 days, 6:27:47, time: 1.669, data_time: 0.006, memory: 16628, top1_acc: 0.2978, top5_acc: 0.5504, loss_cls: 3.2617, loss: 3.2617, grad_norm: 1.9205 2021-01-19 03:47:11,079 - mmaction - INFO - Epoch [14][580/2147] lr: 8.968e-02, eta: 10 days, 6:25:45, time: 1.463, data_time: 0.002, memory: 16628, top1_acc: 0.2710, top5_acc: 0.5147, loss_cls: 3.3817, loss: 3.3817, grad_norm: 1.9539 2021-01-19 03:47:41,732 - mmaction - INFO - Epoch [14][600/2147] lr: 8.973e-02, eta: 10 days, 6:24:09, time: 1.533, data_time: 0.004, memory: 16628, top1_acc: 0.2929, top5_acc: 0.5308, loss_cls: 3.3489, loss: 3.3489, grad_norm: 1.8918 2021-01-19 03:48:10,292 - mmaction - INFO - Epoch [14][620/2147] lr: 8.978e-02, eta: 10 days, 6:21:56, time: 1.430, data_time: 0.010, memory: 16628, top1_acc: 0.2741, top5_acc: 0.5241, loss_cls: 3.3753, loss: 3.3753, grad_norm: 1.9210 2021-01-19 03:48:43,052 - mmaction - INFO - Epoch [14][640/2147] lr: 8.983e-02, eta: 10 days, 6:20:58, time: 1.638, data_time: 0.004, memory: 16628, top1_acc: 0.2799, top5_acc: 0.5228, loss_cls: 3.4024, loss: 3.4024, grad_norm: 1.9052 2021-01-19 03:49:11,354 - mmaction - INFO - Epoch [14][660/2147] lr: 8.987e-02, eta: 10 days, 6:18:40, time: 1.415, data_time: 0.002, memory: 16628, top1_acc: 0.2799, top5_acc: 0.5362, loss_cls: 3.3076, loss: 3.3076, grad_norm: 1.9585 2021-01-19 03:49:43,868 - mmaction - INFO - Epoch [14][680/2147] lr: 8.992e-02, eta: 10 days, 6:17:38, time: 1.626, data_time: 0.004, memory: 16628, top1_acc: 0.2871, top5_acc: 0.5393, loss_cls: 3.2860, loss: 3.2860, grad_norm: 1.8844 2021-01-19 03:50:14,939 - mmaction - INFO - Epoch [14][700/2147] lr: 8.997e-02, eta: 10 days, 6:16:09, time: 1.551, data_time: 0.005, memory: 16628, top1_acc: 0.2683, top5_acc: 0.5379, loss_cls: 3.3078, loss: 3.3078, grad_norm: 1.9211 2021-01-19 03:50:43,534 - mmaction - INFO - Epoch [14][720/2147] lr: 9.002e-02, eta: 10 days, 6:13:57, time: 1.432, data_time: 0.005, memory: 16628, top1_acc: 0.2763, top5_acc: 0.5299, loss_cls: 3.3692, loss: 3.3692, grad_norm: 1.9297 2021-01-19 03:51:12,020 - mmaction - INFO - Epoch [14][740/2147] lr: 9.007e-02, eta: 10 days, 6:11:41, time: 1.422, data_time: 0.002, memory: 16628, top1_acc: 0.2759, top5_acc: 0.5277, loss_cls: 3.3664, loss: 3.3664, grad_norm: 1.9098 2021-01-19 03:51:42,006 - mmaction - INFO - Epoch [14][760/2147] lr: 9.012e-02, eta: 10 days, 6:09:44, time: 1.474, data_time: 0.053, memory: 16628, top1_acc: 0.2643, top5_acc: 0.5165, loss_cls: 3.4271, loss: 3.4271, grad_norm: 1.9341 2021-01-19 03:52:15,877 - mmaction - INFO - Epoch [14][780/2147] lr: 9.017e-02, eta: 10 days, 6:09:15, time: 1.714, data_time: 0.033, memory: 16628, top1_acc: 0.2679, top5_acc: 0.5290, loss_cls: 3.3738, loss: 3.3738, grad_norm: 1.9203 2021-01-19 03:52:44,639 - mmaction - INFO - Epoch [14][800/2147] lr: 9.022e-02, eta: 10 days, 6:07:08, time: 1.446, data_time: 0.011, memory: 16628, top1_acc: 0.2799, top5_acc: 0.5290, loss_cls: 3.3557, loss: 3.3557, grad_norm: 1.9115 2021-01-19 03:53:16,267 - mmaction - INFO - Epoch [14][820/2147] lr: 9.027e-02, eta: 10 days, 6:05:50, time: 1.580, data_time: 0.004, memory: 16628, top1_acc: 0.2830, top5_acc: 0.5393, loss_cls: 3.3072, loss: 3.3072, grad_norm: 1.9011 2021-01-19 03:53:46,314 - mmaction - INFO - Epoch [14][840/2147] lr: 9.032e-02, eta: 10 days, 6:04:05, time: 1.503, data_time: 0.006, memory: 16628, top1_acc: 0.2746, top5_acc: 0.5147, loss_cls: 3.3810, loss: 3.3810, grad_norm: 1.9040 2021-01-19 03:54:14,945 - mmaction - INFO - Epoch [14][860/2147] lr: 9.036e-02, eta: 10 days, 6:01:54, time: 1.433, data_time: 0.006, memory: 16628, top1_acc: 0.2625, top5_acc: 0.5192, loss_cls: 3.3836, loss: 3.3836, grad_norm: 1.9255 2021-01-19 03:54:46,078 - mmaction - INFO - Epoch [14][880/2147] lr: 9.041e-02, eta: 10 days, 6:00:23, time: 1.544, data_time: 0.005, memory: 16628, top1_acc: 0.2527, top5_acc: 0.5018, loss_cls: 3.4357, loss: 3.4357, grad_norm: 1.9471 2021-01-19 03:55:16,385 - mmaction - INFO - Epoch [14][900/2147] lr: 9.046e-02, eta: 10 days, 5:58:47, time: 1.528, data_time: 0.016, memory: 16628, top1_acc: 0.2911, top5_acc: 0.5277, loss_cls: 3.3430, loss: 3.3430, grad_norm: 1.8480 2021-01-19 03:55:45,637 - mmaction - INFO - Epoch [14][920/2147] lr: 9.051e-02, eta: 10 days, 5:56:47, time: 1.463, data_time: 0.005, memory: 16628, top1_acc: 0.2674, top5_acc: 0.5210, loss_cls: 3.3729, loss: 3.3729, grad_norm: 1.8865 2021-01-19 03:56:16,554 - mmaction - INFO - Epoch [14][940/2147] lr: 9.056e-02, eta: 10 days, 5:55:15, time: 1.541, data_time: 0.004, memory: 16628, top1_acc: 0.2763, top5_acc: 0.5295, loss_cls: 3.3646, loss: 3.3646, grad_norm: 1.8891 2021-01-19 03:56:46,704 - mmaction - INFO - Epoch [14][960/2147] lr: 9.061e-02, eta: 10 days, 5:53:34, time: 1.513, data_time: 0.007, memory: 16628, top1_acc: 0.2795, top5_acc: 0.5210, loss_cls: 3.3906, loss: 3.3906, grad_norm: 1.9226 2021-01-19 03:57:16,203 - mmaction - INFO - Epoch [14][980/2147] lr: 9.066e-02, eta: 10 days, 5:51:38, time: 1.472, data_time: 0.001, memory: 16628, top1_acc: 0.2821, top5_acc: 0.5259, loss_cls: 3.3552, loss: 3.3552, grad_norm: 1.9193 2021-01-19 03:57:46,769 - mmaction - INFO - Epoch [14][1000/2147] lr: 9.071e-02, eta: 10 days, 5:50:00, time: 1.524, data_time: 0.004, memory: 16628, top1_acc: 0.2790, top5_acc: 0.5147, loss_cls: 3.4078, loss: 3.4078, grad_norm: 1.9096 2021-01-19 03:58:20,217 - mmaction - INFO - Epoch [14][1020/2147] lr: 9.076e-02, eta: 10 days, 5:49:17, time: 1.675, data_time: 0.014, memory: 16628, top1_acc: 0.2790, top5_acc: 0.5254, loss_cls: 3.3552, loss: 3.3552, grad_norm: 1.8863 2021-01-19 03:58:50,545 - mmaction - INFO - Epoch [14][1040/2147] lr: 9.081e-02, eta: 10 days, 5:47:39, time: 1.521, data_time: 0.008, memory: 16628, top1_acc: 0.2964, top5_acc: 0.5388, loss_cls: 3.2788, loss: 3.2788, grad_norm: 1.8613 2021-01-19 03:59:22,719 - mmaction - INFO - Epoch [14][1060/2147] lr: 9.085e-02, eta: 10 days, 5:46:32, time: 1.607, data_time: 0.003, memory: 16628, top1_acc: 0.2866, top5_acc: 0.5143, loss_cls: 3.3646, loss: 3.3646, grad_norm: 1.9880 2021-01-19 03:59:58,187 - mmaction - INFO - Epoch [14][1080/2147] lr: 9.090e-02, eta: 10 days, 5:46:25, time: 1.775, data_time: 0.004, memory: 16628, top1_acc: 0.2839, top5_acc: 0.5321, loss_cls: 3.3119, loss: 3.3119, grad_norm: 1.9219 2021-01-19 04:00:28,024 - mmaction - INFO - Epoch [14][1100/2147] lr: 9.095e-02, eta: 10 days, 5:44:37, time: 1.491, data_time: 0.004, memory: 16628, top1_acc: 0.2835, top5_acc: 0.5371, loss_cls: 3.3325, loss: 3.3325, grad_norm: 1.9566 2021-01-19 04:00:56,850 - mmaction - INFO - Epoch [14][1120/2147] lr: 9.100e-02, eta: 10 days, 5:42:30, time: 1.441, data_time: 0.003, memory: 16628, top1_acc: 0.2893, top5_acc: 0.5424, loss_cls: 3.2495, loss: 3.2495, grad_norm: 1.8744 2021-01-19 04:01:29,242 - mmaction - INFO - Epoch [14][1140/2147] lr: 9.105e-02, eta: 10 days, 5:41:27, time: 1.620, data_time: 0.004, memory: 16628, top1_acc: 0.2786, top5_acc: 0.5246, loss_cls: 3.3585, loss: 3.3585, grad_norm: 1.9415 2021-01-19 04:02:09,125 - mmaction - INFO - Epoch [14][1160/2147] lr: 9.110e-02, eta: 10 days, 5:42:38, time: 1.990, data_time: 0.004, memory: 16628, top1_acc: 0.2719, top5_acc: 0.5228, loss_cls: 3.3568, loss: 3.3568, grad_norm: 1.8815 2021-01-19 04:02:38,724 - mmaction - INFO - Epoch [14][1180/2147] lr: 9.115e-02, eta: 10 days, 5:40:47, time: 1.484, data_time: 0.012, memory: 16628, top1_acc: 0.2754, top5_acc: 0.5357, loss_cls: 3.3513, loss: 3.3513, grad_norm: 1.9160 2021-01-19 04:03:07,476 - mmaction - INFO - Epoch [14][1200/2147] lr: 9.120e-02, eta: 10 days, 5:38:40, time: 1.439, data_time: 0.004, memory: 16628, top1_acc: 0.2781, top5_acc: 0.5250, loss_cls: 3.3496, loss: 3.3496, grad_norm: 1.9180 2021-01-19 04:03:37,054 - mmaction - INFO - Epoch [14][1220/2147] lr: 9.125e-02, eta: 10 days, 5:36:46, time: 1.477, data_time: 0.005, memory: 16628, top1_acc: 0.2759, top5_acc: 0.5321, loss_cls: 3.3726, loss: 3.3726, grad_norm: 1.9099 2021-01-19 04:04:05,728 - mmaction - INFO - Epoch [14][1240/2147] lr: 9.130e-02, eta: 10 days, 5:34:38, time: 1.434, data_time: 0.009, memory: 16628, top1_acc: 0.2853, top5_acc: 0.5219, loss_cls: 3.3543, loss: 3.3543, grad_norm: 1.9454 2021-01-19 04:04:37,200 - mmaction - INFO - Epoch [14][1260/2147] lr: 9.134e-02, eta: 10 days, 5:33:18, time: 1.572, data_time: 0.007, memory: 16628, top1_acc: 0.2674, top5_acc: 0.5353, loss_cls: 3.3722, loss: 3.3722, grad_norm: 1.9243 2021-01-19 04:05:05,878 - mmaction - INFO - Epoch [14][1280/2147] lr: 9.139e-02, eta: 10 days, 5:31:11, time: 1.437, data_time: 0.007, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5335, loss_cls: 3.2983, loss: 3.2983, grad_norm: 1.8751 2021-01-19 04:05:38,926 - mmaction - INFO - Epoch [14][1300/2147] lr: 9.144e-02, eta: 10 days, 5:30:21, time: 1.653, data_time: 0.003, memory: 16628, top1_acc: 0.2817, top5_acc: 0.5339, loss_cls: 3.3793, loss: 3.3793, grad_norm: 1.9255 2021-01-19 04:06:07,333 - mmaction - INFO - Epoch [14][1320/2147] lr: 9.149e-02, eta: 10 days, 5:28:08, time: 1.419, data_time: 0.003, memory: 16628, top1_acc: 0.2786, top5_acc: 0.5299, loss_cls: 3.3502, loss: 3.3502, grad_norm: 1.9135 2021-01-19 04:06:37,017 - mmaction - INFO - Epoch [14][1340/2147] lr: 9.154e-02, eta: 10 days, 5:26:18, time: 1.485, data_time: 0.003, memory: 16628, top1_acc: 0.2897, top5_acc: 0.5478, loss_cls: 3.2542, loss: 3.2542, grad_norm: 1.9382 2021-01-19 04:07:06,063 - mmaction - INFO - Epoch [14][1360/2147] lr: 9.159e-02, eta: 10 days, 5:24:16, time: 1.449, data_time: 0.004, memory: 16628, top1_acc: 0.2772, top5_acc: 0.5371, loss_cls: 3.3594, loss: 3.3594, grad_norm: 1.9294 2021-01-19 04:07:34,741 - mmaction - INFO - Epoch [14][1380/2147] lr: 9.164e-02, eta: 10 days, 5:22:09, time: 1.436, data_time: 0.006, memory: 16628, top1_acc: 0.2817, top5_acc: 0.5312, loss_cls: 3.3828, loss: 3.3828, grad_norm: 1.8873 2021-01-19 04:08:04,219 - mmaction - INFO - Epoch [14][1400/2147] lr: 9.169e-02, eta: 10 days, 5:20:14, time: 1.471, data_time: 0.005, memory: 16628, top1_acc: 0.2862, top5_acc: 0.5437, loss_cls: 3.3090, loss: 3.3090, grad_norm: 1.8858 2021-01-19 04:08:35,784 - mmaction - INFO - Epoch [14][1420/2147] lr: 9.174e-02, eta: 10 days, 5:18:59, time: 1.580, data_time: 0.007, memory: 16628, top1_acc: 0.2942, top5_acc: 0.5491, loss_cls: 3.2629, loss: 3.2629, grad_norm: 1.9388 2021-01-19 04:09:06,843 - mmaction - INFO - Epoch [14][1440/2147] lr: 9.179e-02, eta: 10 days, 5:17:34, time: 1.553, data_time: 0.005, memory: 16628, top1_acc: 0.2777, top5_acc: 0.5214, loss_cls: 3.3687, loss: 3.3687, grad_norm: 1.9097 2021-01-19 04:09:35,539 - mmaction - INFO - Epoch [14][1460/2147] lr: 9.183e-02, eta: 10 days, 5:15:27, time: 1.436, data_time: 0.009, memory: 16628, top1_acc: 0.2862, top5_acc: 0.5362, loss_cls: 3.2856, loss: 3.2856, grad_norm: 1.9137 2021-01-19 04:10:04,204 - mmaction - INFO - Epoch [14][1480/2147] lr: 9.188e-02, eta: 10 days, 5:13:19, time: 1.432, data_time: 0.008, memory: 16628, top1_acc: 0.2808, top5_acc: 0.5304, loss_cls: 3.3370, loss: 3.3370, grad_norm: 1.9785 2021-01-19 04:10:37,033 - mmaction - INFO - Epoch [14][1500/2147] lr: 9.193e-02, eta: 10 days, 5:12:26, time: 1.643, data_time: 0.063, memory: 16628, top1_acc: 0.2696, top5_acc: 0.5228, loss_cls: 3.4037, loss: 3.4037, grad_norm: 1.9268 2021-01-19 04:11:09,709 - mmaction - INFO - Epoch [14][1520/2147] lr: 9.198e-02, eta: 10 days, 5:11:27, time: 1.626, data_time: 0.003, memory: 16628, top1_acc: 0.2661, top5_acc: 0.5241, loss_cls: 3.4054, loss: 3.4054, grad_norm: 1.8878 2021-01-19 04:11:42,083 - mmaction - INFO - Epoch [14][1540/2147] lr: 9.203e-02, eta: 10 days, 5:09:54, time: 1.530, data_time: 0.009, memory: 16628, top1_acc: 0.2830, top5_acc: 0.5321, loss_cls: 3.3722, loss: 3.3722, grad_norm: 1.8956 2021-01-19 04:12:15,914 - mmaction - INFO - Epoch [14][1560/2147] lr: 9.208e-02, eta: 10 days, 5:09:51, time: 1.784, data_time: 0.115, memory: 16628, top1_acc: 0.2871, top5_acc: 0.5339, loss_cls: 3.3154, loss: 3.3154, grad_norm: 1.9159 2021-01-19 04:12:48,022 - mmaction - INFO - Epoch [14][1580/2147] lr: 9.213e-02, eta: 10 days, 5:08:44, time: 1.604, data_time: 0.008, memory: 16628, top1_acc: 0.2826, top5_acc: 0.5362, loss_cls: 3.3260, loss: 3.3260, grad_norm: 1.8658 2021-01-19 04:13:16,613 - mmaction - INFO - Epoch [14][1600/2147] lr: 9.218e-02, eta: 10 days, 5:06:38, time: 1.436, data_time: 0.012, memory: 16628, top1_acc: 0.2732, top5_acc: 0.5210, loss_cls: 3.3702, loss: 3.3702, grad_norm: 1.9186 2021-01-19 04:13:48,403 - mmaction - INFO - Epoch [14][1620/2147] lr: 9.223e-02, eta: 10 days, 5:05:26, time: 1.588, data_time: 0.003, memory: 16628, top1_acc: 0.2795, top5_acc: 0.5250, loss_cls: 3.3365, loss: 3.3365, grad_norm: 1.8918 2021-01-19 04:14:17,604 - mmaction - INFO - Epoch [14][1640/2147] lr: 9.228e-02, eta: 10 days, 5:03:27, time: 1.453, data_time: 0.005, memory: 16628, top1_acc: 0.2790, top5_acc: 0.5317, loss_cls: 3.3597, loss: 3.3597, grad_norm: 1.8913 2021-01-19 04:14:52,906 - mmaction - INFO - Epoch [14][1660/2147] lr: 9.232e-02, eta: 10 days, 5:03:20, time: 1.773, data_time: 0.013, memory: 16628, top1_acc: 0.2884, top5_acc: 0.5388, loss_cls: 3.3357, loss: 3.3357, grad_norm: 1.9341 2021-01-19 04:15:23,768 - mmaction - INFO - Epoch [14][1680/2147] lr: 9.237e-02, eta: 10 days, 5:01:49, time: 1.536, data_time: 0.003, memory: 16628, top1_acc: 0.2763, top5_acc: 0.5411, loss_cls: 3.3227, loss: 3.3227, grad_norm: 1.9627 2021-01-19 04:15:55,011 - mmaction - INFO - Epoch [14][1700/2147] lr: 9.242e-02, eta: 10 days, 5:00:30, time: 1.565, data_time: 0.012, memory: 16628, top1_acc: 0.2759, top5_acc: 0.5237, loss_cls: 3.3736, loss: 3.3736, grad_norm: 1.8918 2021-01-19 04:16:24,282 - mmaction - INFO - Epoch [14][1720/2147] lr: 9.247e-02, eta: 10 days, 4:58:35, time: 1.467, data_time: 0.007, memory: 16628, top1_acc: 0.2679, top5_acc: 0.5192, loss_cls: 3.4065, loss: 3.4065, grad_norm: 1.9290 2021-01-19 04:16:57,904 - mmaction - INFO - Epoch [14][1740/2147] lr: 9.252e-02, eta: 10 days, 4:57:56, time: 1.682, data_time: 0.006, memory: 16628, top1_acc: 0.2871, top5_acc: 0.5281, loss_cls: 3.3302, loss: 3.3302, grad_norm: 1.8955 2021-01-19 04:17:26,470 - mmaction - INFO - Epoch [14][1760/2147] lr: 9.257e-02, eta: 10 days, 4:55:49, time: 1.428, data_time: 0.004, memory: 16628, top1_acc: 0.2839, top5_acc: 0.5442, loss_cls: 3.2908, loss: 3.2908, grad_norm: 1.8838 2021-01-19 04:17:58,697 - mmaction - INFO - Epoch [14][1780/2147] lr: 9.262e-02, eta: 10 days, 4:54:45, time: 1.611, data_time: 0.002, memory: 16628, top1_acc: 0.2848, top5_acc: 0.5321, loss_cls: 3.3312, loss: 3.3312, grad_norm: 1.9331 2021-01-19 04:18:30,687 - mmaction - INFO - Epoch [14][1800/2147] lr: 9.267e-02, eta: 10 days, 4:53:36, time: 1.595, data_time: 0.004, memory: 16628, top1_acc: 0.3004, top5_acc: 0.5589, loss_cls: 3.2465, loss: 3.2465, grad_norm: 1.8670 2021-01-19 04:19:01,054 - mmaction - INFO - Epoch [14][1820/2147] lr: 9.272e-02, eta: 10 days, 4:51:59, time: 1.517, data_time: 0.011, memory: 16628, top1_acc: 0.2871, top5_acc: 0.5259, loss_cls: 3.3441, loss: 3.3441, grad_norm: 1.9072 2021-01-19 04:19:29,683 - mmaction - INFO - Epoch [14][1840/2147] lr: 9.277e-02, eta: 10 days, 4:49:55, time: 1.437, data_time: 0.010, memory: 16628, top1_acc: 0.2750, top5_acc: 0.5353, loss_cls: 3.2939, loss: 3.2939, grad_norm: 1.8858 2021-01-19 04:19:58,561 - mmaction - INFO - Epoch [14][1860/2147] lr: 9.281e-02, eta: 10 days, 4:47:54, time: 1.444, data_time: 0.003, memory: 16628, top1_acc: 0.2781, top5_acc: 0.5161, loss_cls: 3.3863, loss: 3.3863, grad_norm: 1.9270 2021-01-19 04:20:30,588 - mmaction - INFO - Epoch [14][1880/2147] lr: 9.286e-02, eta: 10 days, 4:46:46, time: 1.598, data_time: 0.003, memory: 16628, top1_acc: 0.2638, top5_acc: 0.5201, loss_cls: 3.3914, loss: 3.3914, grad_norm: 1.8934 2021-01-19 04:20:59,154 - mmaction - INFO - Epoch [14][1900/2147] lr: 9.291e-02, eta: 10 days, 4:44:40, time: 1.433, data_time: 0.008, memory: 16628, top1_acc: 0.2679, top5_acc: 0.5076, loss_cls: 3.4282, loss: 3.4282, grad_norm: 1.8967 2021-01-19 04:21:29,632 - mmaction - INFO - Epoch [14][1920/2147] lr: 9.296e-02, eta: 10 days, 4:43:05, time: 1.520, data_time: 0.003, memory: 16628, top1_acc: 0.2978, top5_acc: 0.5473, loss_cls: 3.2910, loss: 3.2910, grad_norm: 1.8654 2021-01-19 04:22:02,813 - mmaction - INFO - Epoch [14][1940/2147] lr: 9.301e-02, eta: 10 days, 4:42:20, time: 1.663, data_time: 0.008, memory: 16628, top1_acc: 0.2817, top5_acc: 0.5362, loss_cls: 3.3415, loss: 3.3415, grad_norm: 1.9047 2021-01-19 04:22:31,339 - mmaction - INFO - Epoch [14][1960/2147] lr: 9.306e-02, eta: 10 days, 4:40:13, time: 1.425, data_time: 0.003, memory: 16628, top1_acc: 0.2728, top5_acc: 0.5272, loss_cls: 3.3983, loss: 3.3983, grad_norm: 1.9452 2021-01-19 04:23:00,120 - mmaction - INFO - Epoch [14][1980/2147] lr: 9.311e-02, eta: 10 days, 4:38:10, time: 1.438, data_time: 0.004, memory: 16628, top1_acc: 0.2915, top5_acc: 0.5312, loss_cls: 3.3162, loss: 3.3162, grad_norm: 1.9597 2021-01-19 04:23:30,529 - mmaction - INFO - Epoch [14][2000/2147] lr: 9.316e-02, eta: 10 days, 4:36:36, time: 1.522, data_time: 0.004, memory: 16628, top1_acc: 0.2848, top5_acc: 0.5281, loss_cls: 3.3486, loss: 3.3486, grad_norm: 1.9087 2021-01-19 04:24:01,559 - mmaction - INFO - Epoch [14][2020/2147] lr: 9.321e-02, eta: 10 days, 4:35:12, time: 1.551, data_time: 0.003, memory: 16628, top1_acc: 0.2924, top5_acc: 0.5268, loss_cls: 3.3193, loss: 3.3193, grad_norm: 1.9032 2021-01-19 04:24:30,849 - mmaction - INFO - Epoch [14][2040/2147] lr: 9.326e-02, eta: 10 days, 4:33:17, time: 1.461, data_time: 0.002, memory: 16628, top1_acc: 0.2951, top5_acc: 0.5379, loss_cls: 3.2769, loss: 3.2769, grad_norm: 1.9065 2021-01-19 04:25:01,387 - mmaction - INFO - Epoch [14][2060/2147] lr: 9.330e-02, eta: 10 days, 4:31:47, time: 1.530, data_time: 0.008, memory: 16628, top1_acc: 0.2804, top5_acc: 0.5451, loss_cls: 3.3071, loss: 3.3071, grad_norm: 1.9454 2021-01-19 04:25:30,134 - mmaction - INFO - Epoch [14][2080/2147] lr: 9.335e-02, eta: 10 days, 4:29:44, time: 1.436, data_time: 0.003, memory: 16628, top1_acc: 0.2830, top5_acc: 0.5433, loss_cls: 3.3121, loss: 3.3121, grad_norm: 1.9813 2021-01-19 04:25:58,581 - mmaction - INFO - Epoch [14][2100/2147] lr: 9.340e-02, eta: 10 days, 4:27:35, time: 1.420, data_time: 0.003, memory: 16628, top1_acc: 0.2795, top5_acc: 0.5281, loss_cls: 3.3384, loss: 3.3384, grad_norm: 1.9487 2021-01-19 04:26:27,941 - mmaction - INFO - Epoch [14][2120/2147] lr: 9.345e-02, eta: 10 days, 4:25:44, time: 1.471, data_time: 0.006, memory: 16628, top1_acc: 0.2643, top5_acc: 0.5179, loss_cls: 3.4228, loss: 3.4228, grad_norm: 1.9061 2021-01-19 04:27:03,852 - mmaction - INFO - Epoch [14][2140/2147] lr: 9.350e-02, eta: 10 days, 4:25:42, time: 1.786, data_time: 0.007, memory: 16628, top1_acc: 0.2871, top5_acc: 0.5281, loss_cls: 3.3378, loss: 3.3378, grad_norm: 1.8689 2021-01-19 04:32:33,890 - mmaction - INFO - Epoch [15][20/2147] lr: 9.347e-02, eta: 10 days, 5:39:02, time: 15.156, data_time: 13.540, memory: 16628, top1_acc: 0.2656, top5_acc: 0.5290, loss_cls: 3.3964, loss: 3.3964, grad_norm: 1.9241 2021-01-19 04:33:02,317 - mmaction - INFO - Epoch [15][40/2147] lr: 9.352e-02, eta: 10 days, 5:36:52, time: 1.422, data_time: 0.008, memory: 16628, top1_acc: 0.2812, top5_acc: 0.5446, loss_cls: 3.2623, loss: 3.2623, grad_norm: 1.8988 2021-01-19 04:33:32,351 - mmaction - INFO - Epoch [15][60/2147] lr: 9.357e-02, eta: 10 days, 5:35:08, time: 1.501, data_time: 0.002, memory: 16628, top1_acc: 0.3013, top5_acc: 0.5384, loss_cls: 3.2689, loss: 3.2689, grad_norm: 1.8881 2021-01-19 04:34:00,915 - mmaction - INFO - Epoch [15][80/2147] lr: 9.362e-02, eta: 10 days, 5:32:58, time: 1.422, data_time: 0.007, memory: 16628, top1_acc: 0.2839, top5_acc: 0.5366, loss_cls: 3.2923, loss: 3.2923, grad_norm: 1.9370 2021-01-19 04:34:31,634 - mmaction - INFO - Epoch [15][100/2147] lr: 9.367e-02, eta: 10 days, 5:31:28, time: 1.541, data_time: 0.013, memory: 16628, top1_acc: 0.2839, top5_acc: 0.5509, loss_cls: 3.2905, loss: 3.2905, grad_norm: 1.8934 2021-01-19 04:35:01,025 - mmaction - INFO - Epoch [15][120/2147] lr: 9.372e-02, eta: 10 days, 5:29:35, time: 1.472, data_time: 0.008, memory: 16628, top1_acc: 0.2871, top5_acc: 0.5415, loss_cls: 3.3032, loss: 3.3032, grad_norm: 1.9722 2021-01-19 04:35:33,166 - mmaction - INFO - Epoch [15][140/2147] lr: 9.377e-02, eta: 10 days, 5:28:28, time: 1.605, data_time: 0.003, memory: 16628, top1_acc: 0.2643, top5_acc: 0.5183, loss_cls: 3.4151, loss: 3.4151, grad_norm: 1.9227 2021-01-19 04:36:05,364 - mmaction - INFO - Epoch [15][160/2147] lr: 9.381e-02, eta: 10 days, 5:27:21, time: 1.605, data_time: 0.006, memory: 16628, top1_acc: 0.2991, top5_acc: 0.5549, loss_cls: 3.2658, loss: 3.2658, grad_norm: 1.9281 2021-01-19 04:36:34,468 - mmaction - INFO - Epoch [15][180/2147] lr: 9.386e-02, eta: 10 days, 5:25:24, time: 1.460, data_time: 0.009, memory: 16628, top1_acc: 0.3018, top5_acc: 0.5455, loss_cls: 3.2627, loss: 3.2627, grad_norm: 1.8951 2021-01-19 04:37:10,912 - mmaction - INFO - Epoch [15][200/2147] lr: 9.391e-02, eta: 10 days, 5:25:32, time: 1.822, data_time: 0.006, memory: 16628, top1_acc: 0.2920, top5_acc: 0.5201, loss_cls: 3.3366, loss: 3.3366, grad_norm: 1.9520 2021-01-19 04:37:40,211 - mmaction - INFO - Epoch [15][220/2147] lr: 9.396e-02, eta: 10 days, 5:23:37, time: 1.466, data_time: 0.009, memory: 16628, top1_acc: 0.2866, top5_acc: 0.5281, loss_cls: 3.3021, loss: 3.3021, grad_norm: 1.9349 2021-01-19 04:38:09,299 - mmaction - INFO - Epoch [15][240/2147] lr: 9.401e-02, eta: 10 days, 5:21:39, time: 1.456, data_time: 0.009, memory: 16628, top1_acc: 0.2790, top5_acc: 0.5371, loss_cls: 3.3392, loss: 3.3392, grad_norm: 1.9100 2021-01-19 04:38:37,786 - mmaction - INFO - Epoch [15][260/2147] lr: 9.406e-02, eta: 10 days, 5:19:30, time: 1.424, data_time: 0.003, memory: 16628, top1_acc: 0.2844, top5_acc: 0.5308, loss_cls: 3.3562, loss: 3.3562, grad_norm: 1.9326 2021-01-19 04:39:06,863 - mmaction - INFO - Epoch [15][280/2147] lr: 9.411e-02, eta: 10 days, 5:17:31, time: 1.454, data_time: 0.003, memory: 16628, top1_acc: 0.3004, top5_acc: 0.5384, loss_cls: 3.2967, loss: 3.2967, grad_norm: 1.8554 2021-01-19 04:39:38,628 - mmaction - INFO - Epoch [15][300/2147] lr: 9.416e-02, eta: 10 days, 5:16:18, time: 1.586, data_time: 0.003, memory: 16628, top1_acc: 0.2759, top5_acc: 0.5384, loss_cls: 3.2782, loss: 3.2782, grad_norm: 1.9214 2021-01-19 04:40:07,482 - mmaction - INFO - Epoch [15][320/2147] lr: 9.421e-02, eta: 10 days, 5:14:17, time: 1.444, data_time: 0.008, memory: 16628, top1_acc: 0.2884, top5_acc: 0.5272, loss_cls: 3.3219, loss: 3.3219, grad_norm: 1.9839 2021-01-19 04:40:38,782 - mmaction - INFO - Epoch [15][340/2147] lr: 9.425e-02, eta: 10 days, 5:12:55, time: 1.561, data_time: 0.003, memory: 16628, top1_acc: 0.2937, top5_acc: 0.5299, loss_cls: 3.3351, loss: 3.3351, grad_norm: 1.9358 2021-01-19 04:41:11,716 - mmaction - INFO - Epoch [15][360/2147] lr: 9.430e-02, eta: 10 days, 5:12:03, time: 1.648, data_time: 0.010, memory: 16628, top1_acc: 0.2960, top5_acc: 0.5411, loss_cls: 3.2769, loss: 3.2769, grad_norm: 1.8904 2021-01-19 04:41:57,834 - mmaction - INFO - Epoch [15][380/2147] lr: 9.435e-02, eta: 10 days, 5:14:54, time: 2.302, data_time: 0.008, memory: 16628, top1_acc: 0.2799, top5_acc: 0.5326, loss_cls: 3.3048, loss: 3.3048, grad_norm: 1.9387 2021-01-19 04:42:27,661 - mmaction - INFO - Epoch [15][400/2147] lr: 9.440e-02, eta: 10 days, 5:13:11, time: 1.498, data_time: 0.020, memory: 16628, top1_acc: 0.2978, top5_acc: 0.5424, loss_cls: 3.2751, loss: 3.2751, grad_norm: 1.9366 2021-01-19 04:43:01,122 - mmaction - INFO - Epoch [15][420/2147] lr: 9.445e-02, eta: 10 days, 5:12:28, time: 1.674, data_time: 0.008, memory: 16628, top1_acc: 0.2839, top5_acc: 0.5527, loss_cls: 3.2900, loss: 3.2900, grad_norm: 1.8870 2021-01-19 04:43:29,910 - mmaction - INFO - Epoch [15][440/2147] lr: 9.450e-02, eta: 10 days, 5:10:25, time: 1.440, data_time: 0.002, memory: 16628, top1_acc: 0.2790, top5_acc: 0.5379, loss_cls: 3.2904, loss: 3.2904, grad_norm: 1.9433 2021-01-19 04:43:59,749 - mmaction - INFO - Epoch [15][460/2147] lr: 9.455e-02, eta: 10 days, 5:08:39, time: 1.487, data_time: 0.003, memory: 16628, top1_acc: 0.2799, top5_acc: 0.5250, loss_cls: 3.3648, loss: 3.3648, grad_norm: 1.9367 2021-01-19 04:44:34,207 - mmaction - INFO - Epoch [15][480/2147] lr: 9.460e-02, eta: 10 days, 5:08:13, time: 1.724, data_time: 0.008, memory: 16628, top1_acc: 0.2933, top5_acc: 0.5433, loss_cls: 3.2894, loss: 3.2894, grad_norm: 1.9445 2021-01-19 04:45:03,257 - mmaction - INFO - Epoch [15][500/2147] lr: 9.465e-02, eta: 10 days, 5:06:15, time: 1.451, data_time: 0.007, memory: 16628, top1_acc: 0.2737, top5_acc: 0.5415, loss_cls: 3.3498, loss: 3.3498, grad_norm: 1.9496 2021-01-19 04:45:34,301 - mmaction - INFO - Epoch [15][520/2147] lr: 9.470e-02, eta: 10 days, 5:04:51, time: 1.554, data_time: 0.007, memory: 16628, top1_acc: 0.2938, top5_acc: 0.5540, loss_cls: 3.2704, loss: 3.2704, grad_norm: 1.9634 2021-01-19 04:46:02,996 - mmaction - INFO - Epoch [15][540/2147] lr: 9.474e-02, eta: 10 days, 5:02:47, time: 1.434, data_time: 0.004, memory: 16628, top1_acc: 0.2830, top5_acc: 0.5455, loss_cls: 3.3104, loss: 3.3104, grad_norm: 1.9444 2021-01-19 04:46:35,472 - mmaction - INFO - Epoch [15][560/2147] lr: 9.479e-02, eta: 10 days, 5:01:48, time: 1.625, data_time: 0.101, memory: 16628, top1_acc: 0.2821, top5_acc: 0.5420, loss_cls: 3.2924, loss: 3.2924, grad_norm: 1.9257 2021-01-19 04:47:08,847 - mmaction - INFO - Epoch [15][580/2147] lr: 9.484e-02, eta: 10 days, 5:01:04, time: 1.671, data_time: 0.079, memory: 16628, top1_acc: 0.2951, top5_acc: 0.5433, loss_cls: 3.2684, loss: 3.2684, grad_norm: 1.9301 2021-01-19 04:47:40,008 - mmaction - INFO - Epoch [15][600/2147] lr: 9.489e-02, eta: 10 days, 4:59:41, time: 1.554, data_time: 0.005, memory: 16628, top1_acc: 0.3000, top5_acc: 0.5496, loss_cls: 3.2754, loss: 3.2754, grad_norm: 1.9268 2021-01-19 04:48:11,152 - mmaction - INFO - Epoch [15][620/2147] lr: 9.494e-02, eta: 10 days, 4:58:20, time: 1.561, data_time: 0.007, memory: 16628, top1_acc: 0.2866, top5_acc: 0.5357, loss_cls: 3.2663, loss: 3.2663, grad_norm: 1.9278 2021-01-19 04:48:41,945 - mmaction - INFO - Epoch [15][640/2147] lr: 9.499e-02, eta: 10 days, 4:56:51, time: 1.536, data_time: 0.007, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5464, loss_cls: 3.2140, loss: 3.2140, grad_norm: 1.9192 2021-01-19 04:49:12,482 - mmaction - INFO - Epoch [15][660/2147] lr: 9.504e-02, eta: 10 days, 4:55:20, time: 1.531, data_time: 0.006, memory: 16628, top1_acc: 0.2937, top5_acc: 0.5406, loss_cls: 3.3054, loss: 3.3054, grad_norm: 1.9790 2021-01-19 04:49:43,822 - mmaction - INFO - Epoch [15][680/2147] lr: 9.509e-02, eta: 10 days, 4:54:01, time: 1.568, data_time: 0.003, memory: 16628, top1_acc: 0.2777, top5_acc: 0.5290, loss_cls: 3.3342, loss: 3.3342, grad_norm: 1.9785 2021-01-19 04:50:12,342 - mmaction - INFO - Epoch [15][700/2147] lr: 9.514e-02, eta: 10 days, 4:51:55, time: 1.425, data_time: 0.002, memory: 16628, top1_acc: 0.2866, top5_acc: 0.5223, loss_cls: 3.3476, loss: 3.3476, grad_norm: 1.8628 2021-01-19 04:50:40,909 - mmaction - INFO - Epoch [15][720/2147] lr: 9.518e-02, eta: 10 days, 4:49:50, time: 1.429, data_time: 0.005, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5393, loss_cls: 3.2968, loss: 3.2968, grad_norm: 1.9068 2021-01-19 04:51:09,385 - mmaction - INFO - Epoch [15][740/2147] lr: 9.523e-02, eta: 10 days, 4:47:43, time: 1.424, data_time: 0.002, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5603, loss_cls: 3.2243, loss: 3.2243, grad_norm: 1.9028 2021-01-19 04:51:38,470 - mmaction - INFO - Epoch [15][760/2147] lr: 9.528e-02, eta: 10 days, 4:45:47, time: 1.452, data_time: 0.002, memory: 16628, top1_acc: 0.2938, top5_acc: 0.5482, loss_cls: 3.2371, loss: 3.2371, grad_norm: 1.9101 2021-01-19 04:52:12,169 - mmaction - INFO - Epoch [15][780/2147] lr: 9.533e-02, eta: 10 days, 4:45:08, time: 1.684, data_time: 0.004, memory: 16628, top1_acc: 0.2705, top5_acc: 0.5299, loss_cls: 3.3467, loss: 3.3467, grad_norm: 1.9692 2021-01-19 04:52:40,910 - mmaction - INFO - Epoch [15][800/2147] lr: 9.538e-02, eta: 10 days, 4:43:07, time: 1.440, data_time: 0.010, memory: 16628, top1_acc: 0.3013, top5_acc: 0.5424, loss_cls: 3.2564, loss: 3.2564, grad_norm: 1.8742 2021-01-19 04:53:12,257 - mmaction - INFO - Epoch [15][820/2147] lr: 9.543e-02, eta: 10 days, 4:41:49, time: 1.567, data_time: 0.002, memory: 16628, top1_acc: 0.2821, top5_acc: 0.5411, loss_cls: 3.2959, loss: 3.2959, grad_norm: 1.9777 2021-01-19 04:53:43,856 - mmaction - INFO - Epoch [15][840/2147] lr: 9.548e-02, eta: 10 days, 4:40:34, time: 1.575, data_time: 0.002, memory: 16628, top1_acc: 0.2835, top5_acc: 0.5152, loss_cls: 3.3736, loss: 3.3736, grad_norm: 1.9401 2021-01-19 04:54:13,842 - mmaction - INFO - Epoch [15][860/2147] lr: 9.553e-02, eta: 10 days, 4:38:54, time: 1.503, data_time: 0.009, memory: 16628, top1_acc: 0.2955, top5_acc: 0.5478, loss_cls: 3.2835, loss: 3.2835, grad_norm: 1.9238 2021-01-19 04:54:43,667 - mmaction - INFO - Epoch [15][880/2147] lr: 9.558e-02, eta: 10 days, 4:37:11, time: 1.490, data_time: 0.008, memory: 16628, top1_acc: 0.2705, top5_acc: 0.5433, loss_cls: 3.3524, loss: 3.3524, grad_norm: 1.9282 2021-01-19 04:55:12,685 - mmaction - INFO - Epoch [15][900/2147] lr: 9.563e-02, eta: 10 days, 4:35:15, time: 1.454, data_time: 0.012, memory: 16628, top1_acc: 0.2763, top5_acc: 0.5402, loss_cls: 3.3002, loss: 3.3002, grad_norm: 1.9004 2021-01-19 04:55:44,179 - mmaction - INFO - Epoch [15][920/2147] lr: 9.567e-02, eta: 10 days, 4:33:57, time: 1.565, data_time: 0.002, memory: 16628, top1_acc: 0.2786, top5_acc: 0.5281, loss_cls: 3.3461, loss: 3.3461, grad_norm: 1.9410 2021-01-19 04:56:14,439 - mmaction - INFO - Epoch [15][940/2147] lr: 9.572e-02, eta: 10 days, 4:32:23, time: 1.520, data_time: 0.010, memory: 16628, top1_acc: 0.2875, top5_acc: 0.5299, loss_cls: 3.3351, loss: 3.3351, grad_norm: 1.8774 2021-01-19 04:56:46,489 - mmaction - INFO - Epoch [15][960/2147] lr: 9.577e-02, eta: 10 days, 4:31:18, time: 1.603, data_time: 0.011, memory: 16628, top1_acc: 0.2853, top5_acc: 0.5192, loss_cls: 3.3572, loss: 3.3572, grad_norm: 1.8906 2021-01-19 04:57:15,593 - mmaction - INFO - Epoch [15][980/2147] lr: 9.582e-02, eta: 10 days, 4:29:22, time: 1.454, data_time: 0.006, memory: 16628, top1_acc: 0.2795, top5_acc: 0.5299, loss_cls: 3.3420, loss: 3.3420, grad_norm: 1.8895 2021-01-19 04:57:44,730 - mmaction - INFO - Epoch [15][1000/2147] lr: 9.587e-02, eta: 10 days, 4:27:26, time: 1.451, data_time: 0.007, memory: 16628, top1_acc: 0.2920, top5_acc: 0.5442, loss_cls: 3.2829, loss: 3.2829, grad_norm: 1.9028 2021-01-19 04:58:15,202 - mmaction - INFO - Epoch [15][1020/2147] lr: 9.592e-02, eta: 10 days, 4:25:57, time: 1.533, data_time: 0.011, memory: 16628, top1_acc: 0.2978, top5_acc: 0.5371, loss_cls: 3.2767, loss: 3.2767, grad_norm: 1.9457 2021-01-19 04:58:46,808 - mmaction - INFO - Epoch [15][1040/2147] lr: 9.597e-02, eta: 10 days, 4:24:44, time: 1.578, data_time: 0.004, memory: 16628, top1_acc: 0.2857, top5_acc: 0.5321, loss_cls: 3.2834, loss: 3.2834, grad_norm: 1.9737 2021-01-19 04:59:15,638 - mmaction - INFO - Epoch [15][1060/2147] lr: 9.602e-02, eta: 10 days, 4:22:44, time: 1.440, data_time: 0.004, memory: 16628, top1_acc: 0.2804, top5_acc: 0.5424, loss_cls: 3.3217, loss: 3.3217, grad_norm: 1.8996 2021-01-19 04:59:46,756 - mmaction - INFO - Epoch [15][1080/2147] lr: 9.607e-02, eta: 10 days, 4:21:23, time: 1.554, data_time: 0.006, memory: 16628, top1_acc: 0.2920, top5_acc: 0.5420, loss_cls: 3.2352, loss: 3.2352, grad_norm: 1.9460 2021-01-19 05:00:15,237 - mmaction - INFO - Epoch [15][1100/2147] lr: 9.611e-02, eta: 10 days, 4:19:19, time: 1.427, data_time: 0.007, memory: 16628, top1_acc: 0.2951, top5_acc: 0.5379, loss_cls: 3.3220, loss: 3.3220, grad_norm: 1.9679 2021-01-19 05:00:45,929 - mmaction - INFO - Epoch [15][1120/2147] lr: 9.616e-02, eta: 10 days, 4:17:50, time: 1.530, data_time: 0.007, memory: 16628, top1_acc: 0.2812, top5_acc: 0.5424, loss_cls: 3.2846, loss: 3.2846, grad_norm: 1.9076 2021-01-19 05:01:14,458 - mmaction - INFO - Epoch [15][1140/2147] lr: 9.621e-02, eta: 10 days, 4:15:48, time: 1.432, data_time: 0.008, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5473, loss_cls: 3.2452, loss: 3.2452, grad_norm: 1.9484 2021-01-19 05:01:57,250 - mmaction - INFO - Epoch [15][1160/2147] lr: 9.626e-02, eta: 10 days, 4:17:39, time: 2.133, data_time: 0.004, memory: 16628, top1_acc: 0.2741, top5_acc: 0.5379, loss_cls: 3.3540, loss: 3.3540, grad_norm: 1.9551 2021-01-19 05:02:32,098 - mmaction - INFO - Epoch [15][1180/2147] lr: 9.631e-02, eta: 10 days, 4:17:20, time: 1.740, data_time: 0.012, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5411, loss_cls: 3.2733, loss: 3.2733, grad_norm: 1.8994 2021-01-19 05:03:04,251 - mmaction - INFO - Epoch [15][1200/2147] lr: 9.636e-02, eta: 10 days, 4:16:19, time: 1.615, data_time: 0.021, memory: 16628, top1_acc: 0.3018, top5_acc: 0.5411, loss_cls: 3.2742, loss: 3.2742, grad_norm: 1.9382 2021-01-19 05:03:39,361 - mmaction - INFO - Epoch [15][1220/2147] lr: 9.641e-02, eta: 10 days, 4:16:03, time: 1.750, data_time: 0.005, memory: 16628, top1_acc: 0.2821, top5_acc: 0.5344, loss_cls: 3.3522, loss: 3.3522, grad_norm: 1.9404 2021-01-19 05:04:10,751 - mmaction - INFO - Epoch [15][1240/2147] lr: 9.646e-02, eta: 10 days, 4:14:48, time: 1.574, data_time: 0.011, memory: 16628, top1_acc: 0.2888, top5_acc: 0.5504, loss_cls: 3.2530, loss: 3.2530, grad_norm: 1.9023 2021-01-19 05:04:39,523 - mmaction - INFO - Epoch [15][1260/2147] lr: 9.651e-02, eta: 10 days, 4:12:50, time: 1.441, data_time: 0.005, memory: 16628, top1_acc: 0.2830, top5_acc: 0.5250, loss_cls: 3.3406, loss: 3.3406, grad_norm: 1.9450 2021-01-19 05:05:08,241 - mmaction - INFO - Epoch [15][1280/2147] lr: 9.656e-02, eta: 10 days, 4:10:49, time: 1.433, data_time: 0.004, memory: 16628, top1_acc: 0.2759, top5_acc: 0.5317, loss_cls: 3.4019, loss: 3.4019, grad_norm: 1.8663 2021-01-19 05:05:38,117 - mmaction - INFO - Epoch [15][1300/2147] lr: 9.660e-02, eta: 10 days, 4:09:09, time: 1.498, data_time: 0.011, memory: 16628, top1_acc: 0.2826, top5_acc: 0.5433, loss_cls: 3.2931, loss: 3.2931, grad_norm: 1.8978 2021-01-19 05:06:12,553 - mmaction - INFO - Epoch [15][1320/2147] lr: 9.665e-02, eta: 10 days, 4:08:41, time: 1.711, data_time: 0.002, memory: 16628, top1_acc: 0.2924, top5_acc: 0.5402, loss_cls: 3.2645, loss: 3.2645, grad_norm: 1.9444 2021-01-19 05:06:45,189 - mmaction - INFO - Epoch [15][1340/2147] lr: 9.670e-02, eta: 10 days, 4:07:48, time: 1.638, data_time: 0.012, memory: 16628, top1_acc: 0.2862, top5_acc: 0.5397, loss_cls: 3.2966, loss: 3.2966, grad_norm: 1.9067 2021-01-19 05:07:14,643 - mmaction - INFO - Epoch [15][1360/2147] lr: 9.675e-02, eta: 10 days, 4:06:01, time: 1.476, data_time: 0.048, memory: 16628, top1_acc: 0.2786, top5_acc: 0.5295, loss_cls: 3.3702, loss: 3.3702, grad_norm: 1.9084 2021-01-19 05:07:43,159 - mmaction - INFO - Epoch [15][1380/2147] lr: 9.680e-02, eta: 10 days, 4:03:58, time: 1.426, data_time: 0.006, memory: 16628, top1_acc: 0.2906, top5_acc: 0.5415, loss_cls: 3.2788, loss: 3.2788, grad_norm: 1.8897 2021-01-19 05:08:12,209 - mmaction - INFO - Epoch [15][1400/2147] lr: 9.685e-02, eta: 10 days, 4:02:04, time: 1.451, data_time: 0.004, memory: 16628, top1_acc: 0.2812, top5_acc: 0.5299, loss_cls: 3.3566, loss: 3.3566, grad_norm: 1.8914 2021-01-19 05:08:41,174 - mmaction - INFO - Epoch [15][1420/2147] lr: 9.690e-02, eta: 10 days, 4:00:07, time: 1.442, data_time: 0.009, memory: 16628, top1_acc: 0.2973, top5_acc: 0.5326, loss_cls: 3.2937, loss: 3.2937, grad_norm: 1.9011 2021-01-19 05:09:13,522 - mmaction - INFO - Epoch [15][1440/2147] lr: 9.695e-02, eta: 10 days, 3:59:09, time: 1.622, data_time: 0.024, memory: 16628, top1_acc: 0.2875, top5_acc: 0.5415, loss_cls: 3.3226, loss: 3.3226, grad_norm: 1.8953 2021-01-19 05:09:45,609 - mmaction - INFO - Epoch [15][1460/2147] lr: 9.700e-02, eta: 10 days, 3:58:03, time: 1.599, data_time: 0.007, memory: 16628, top1_acc: 0.2991, top5_acc: 0.5562, loss_cls: 3.2072, loss: 3.2072, grad_norm: 1.9112 2021-01-19 05:10:21,119 - mmaction - INFO - Epoch [15][1480/2147] lr: 9.704e-02, eta: 10 days, 3:57:52, time: 1.765, data_time: 0.012, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5754, loss_cls: 3.1260, loss: 3.1260, grad_norm: 1.9558 2021-01-19 05:10:54,688 - mmaction - INFO - Epoch [15][1500/2147] lr: 9.709e-02, eta: 10 days, 3:57:18, time: 1.696, data_time: 0.021, memory: 16628, top1_acc: 0.2763, top5_acc: 0.5232, loss_cls: 3.3459, loss: 3.3459, grad_norm: 1.9680 2021-01-19 05:11:27,089 - mmaction - INFO - Epoch [15][1520/2147] lr: 9.714e-02, eta: 10 days, 3:56:18, time: 1.614, data_time: 0.008, memory: 16628, top1_acc: 0.2911, top5_acc: 0.5384, loss_cls: 3.3257, loss: 3.3257, grad_norm: 1.9314 2021-01-19 05:12:10,337 - mmaction - INFO - Epoch [15][1540/2147] lr: 9.719e-02, eta: 10 days, 3:58:16, time: 2.157, data_time: 0.112, memory: 16628, top1_acc: 0.2804, top5_acc: 0.5415, loss_cls: 3.3195, loss: 3.3195, grad_norm: 1.9100 2021-01-19 05:12:38,739 - mmaction - INFO - Epoch [15][1560/2147] lr: 9.724e-02, eta: 10 days, 3:56:15, time: 1.430, data_time: 0.014, memory: 16628, top1_acc: 0.2839, top5_acc: 0.5254, loss_cls: 3.3060, loss: 3.3060, grad_norm: 1.8769 2021-01-19 05:13:10,358 - mmaction - INFO - Epoch [15][1580/2147] lr: 9.729e-02, eta: 10 days, 3:55:02, time: 1.576, data_time: 0.005, memory: 16628, top1_acc: 0.2754, top5_acc: 0.5286, loss_cls: 3.3461, loss: 3.3461, grad_norm: 1.9199 2021-01-19 05:13:40,775 - mmaction - INFO - Epoch [15][1600/2147] lr: 9.734e-02, eta: 10 days, 3:53:32, time: 1.523, data_time: 0.011, memory: 16628, top1_acc: 0.2942, top5_acc: 0.5384, loss_cls: 3.2507, loss: 3.2507, grad_norm: 1.9177 2021-01-19 05:14:11,930 - mmaction - INFO - Epoch [15][1620/2147] lr: 9.739e-02, eta: 10 days, 3:52:12, time: 1.556, data_time: 0.010, memory: 16628, top1_acc: 0.2871, top5_acc: 0.5268, loss_cls: 3.3614, loss: 3.3614, grad_norm: 1.9214 2021-01-19 05:14:42,224 - mmaction - INFO - Epoch [15][1640/2147] lr: 9.744e-02, eta: 10 days, 3:50:40, time: 1.518, data_time: 0.007, memory: 16628, top1_acc: 0.2848, top5_acc: 0.5437, loss_cls: 3.2778, loss: 3.2778, grad_norm: 1.8935 2021-01-19 05:15:11,556 - mmaction - INFO - Epoch [15][1660/2147] lr: 9.749e-02, eta: 10 days, 3:48:52, time: 1.467, data_time: 0.004, memory: 16628, top1_acc: 0.2960, top5_acc: 0.5504, loss_cls: 3.2540, loss: 3.2540, grad_norm: 1.9277 2021-01-19 05:15:40,807 - mmaction - INFO - Epoch [15][1680/2147] lr: 9.753e-02, eta: 10 days, 3:47:00, time: 1.456, data_time: 0.006, memory: 16628, top1_acc: 0.2777, top5_acc: 0.5219, loss_cls: 3.3348, loss: 3.3348, grad_norm: 1.9128 2021-01-19 05:16:10,926 - mmaction - INFO - Epoch [15][1700/2147] lr: 9.758e-02, eta: 10 days, 3:45:26, time: 1.508, data_time: 0.011, memory: 16628, top1_acc: 0.2884, top5_acc: 0.5286, loss_cls: 3.3215, loss: 3.3215, grad_norm: 1.8923 2021-01-19 05:16:40,967 - mmaction - INFO - Epoch [15][1720/2147] lr: 9.763e-02, eta: 10 days, 3:43:43, time: 1.482, data_time: 0.010, memory: 16628, top1_acc: 0.2924, top5_acc: 0.5496, loss_cls: 3.2514, loss: 3.2514, grad_norm: 1.9051 2021-01-19 05:17:13,850 - mmaction - INFO - Epoch [15][1740/2147] lr: 9.768e-02, eta: 10 days, 3:42:58, time: 1.662, data_time: 0.106, memory: 16628, top1_acc: 0.2696, top5_acc: 0.5210, loss_cls: 3.3359, loss: 3.3359, grad_norm: 1.9106 2021-01-19 05:17:42,666 - mmaction - INFO - Epoch [15][1760/2147] lr: 9.773e-02, eta: 10 days, 3:41:04, time: 1.447, data_time: 0.013, memory: 16628, top1_acc: 0.2839, top5_acc: 0.5549, loss_cls: 3.2293, loss: 3.2293, grad_norm: 1.8573 2021-01-19 05:18:12,491 - mmaction - INFO - Epoch [15][1780/2147] lr: 9.778e-02, eta: 10 days, 3:39:24, time: 1.491, data_time: 0.002, memory: 16628, top1_acc: 0.2893, top5_acc: 0.5388, loss_cls: 3.3150, loss: 3.3150, grad_norm: 1.9468 2021-01-19 05:18:44,037 - mmaction - INFO - Epoch [15][1800/2147] lr: 9.783e-02, eta: 10 days, 3:38:09, time: 1.569, data_time: 0.002, memory: 16628, top1_acc: 0.2888, top5_acc: 0.5317, loss_cls: 3.3286, loss: 3.3286, grad_norm: 1.9437 2021-01-19 05:19:15,500 - mmaction - INFO - Epoch [15][1820/2147] lr: 9.788e-02, eta: 10 days, 3:36:54, time: 1.567, data_time: 0.011, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5491, loss_cls: 3.2973, loss: 3.2973, grad_norm: 1.9025 2021-01-19 05:19:44,436 - mmaction - INFO - Epoch [15][1840/2147] lr: 9.793e-02, eta: 10 days, 3:35:04, time: 1.460, data_time: 0.023, memory: 16628, top1_acc: 0.2808, top5_acc: 0.5415, loss_cls: 3.3059, loss: 3.3059, grad_norm: 1.8785 2021-01-19 05:20:17,299 - mmaction - INFO - Epoch [15][1860/2147] lr: 9.798e-02, eta: 10 days, 3:34:13, time: 1.638, data_time: 0.008, memory: 16628, top1_acc: 0.2951, top5_acc: 0.5375, loss_cls: 3.3069, loss: 3.3069, grad_norm: 1.9075 2021-01-19 05:20:48,276 - mmaction - INFO - Epoch [15][1880/2147] lr: 9.802e-02, eta: 10 days, 3:32:53, time: 1.552, data_time: 0.010, memory: 16628, top1_acc: 0.2897, top5_acc: 0.5424, loss_cls: 3.2816, loss: 3.2816, grad_norm: 1.9012 2021-01-19 05:21:16,816 - mmaction - INFO - Epoch [15][1900/2147] lr: 9.807e-02, eta: 10 days, 3:30:54, time: 1.430, data_time: 0.007, memory: 16628, top1_acc: 0.2835, top5_acc: 0.5344, loss_cls: 3.3477, loss: 3.3477, grad_norm: 1.9245 2021-01-19 05:21:48,325 - mmaction - INFO - Epoch [15][1920/2147] lr: 9.812e-02, eta: 10 days, 3:29:39, time: 1.567, data_time: 0.003, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5455, loss_cls: 3.2080, loss: 3.2080, grad_norm: 1.8656 2021-01-19 05:22:19,554 - mmaction - INFO - Epoch [15][1940/2147] lr: 9.817e-02, eta: 10 days, 3:28:23, time: 1.565, data_time: 0.011, memory: 16628, top1_acc: 0.2790, top5_acc: 0.5339, loss_cls: 3.3731, loss: 3.3731, grad_norm: 1.9327 2021-01-19 05:22:52,114 - mmaction - INFO - Epoch [15][1960/2147] lr: 9.822e-02, eta: 10 days, 3:27:29, time: 1.630, data_time: 0.007, memory: 16628, top1_acc: 0.2621, top5_acc: 0.5344, loss_cls: 3.3109, loss: 3.3109, grad_norm: 1.9057 2021-01-19 05:23:20,723 - mmaction - INFO - Epoch [15][1980/2147] lr: 9.827e-02, eta: 10 days, 3:25:31, time: 1.433, data_time: 0.005, memory: 16628, top1_acc: 0.2589, top5_acc: 0.5219, loss_cls: 3.3490, loss: 3.3490, grad_norm: 1.8995 2021-01-19 05:23:52,757 - mmaction - INFO - Epoch [15][2000/2147] lr: 9.832e-02, eta: 10 days, 3:24:27, time: 1.599, data_time: 0.005, memory: 16628, top1_acc: 0.2955, top5_acc: 0.5424, loss_cls: 3.2699, loss: 3.2699, grad_norm: 1.8587 2021-01-19 05:24:21,887 - mmaction - INFO - Epoch [15][2020/2147] lr: 9.837e-02, eta: 10 days, 3:22:36, time: 1.454, data_time: 0.008, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5563, loss_cls: 3.2450, loss: 3.2450, grad_norm: 1.8998 2021-01-19 05:24:54,389 - mmaction - INFO - Epoch [15][2040/2147] lr: 9.842e-02, eta: 10 days, 3:21:40, time: 1.625, data_time: 0.007, memory: 16628, top1_acc: 0.2768, top5_acc: 0.5299, loss_cls: 3.3392, loss: 3.3392, grad_norm: 1.9499 2021-01-19 05:25:23,333 - mmaction - INFO - Epoch [15][2060/2147] lr: 9.846e-02, eta: 10 days, 3:19:48, time: 1.451, data_time: 0.008, memory: 16628, top1_acc: 0.2821, top5_acc: 0.5321, loss_cls: 3.3269, loss: 3.3269, grad_norm: 1.8774 2021-01-19 05:25:52,168 - mmaction - INFO - Epoch [15][2080/2147] lr: 9.851e-02, eta: 10 days, 3:17:54, time: 1.443, data_time: 0.005, memory: 16628, top1_acc: 0.2875, top5_acc: 0.5304, loss_cls: 3.2850, loss: 3.2850, grad_norm: 1.8206 2021-01-19 05:26:22,559 - mmaction - INFO - Epoch [15][2100/2147] lr: 9.856e-02, eta: 10 days, 3:16:24, time: 1.519, data_time: 0.003, memory: 16628, top1_acc: 0.2960, top5_acc: 0.5612, loss_cls: 3.1640, loss: 3.1640, grad_norm: 1.8628 2021-01-19 05:26:56,428 - mmaction - INFO - Epoch [15][2120/2147] lr: 9.861e-02, eta: 10 days, 3:15:49, time: 1.690, data_time: 0.003, memory: 16628, top1_acc: 0.2781, top5_acc: 0.5228, loss_cls: 3.3341, loss: 3.3341, grad_norm: 1.9300 2021-01-19 05:27:25,727 - mmaction - INFO - Epoch [15][2140/2147] lr: 9.866e-02, eta: 10 days, 3:14:04, time: 1.471, data_time: 0.008, memory: 16628, top1_acc: 0.2969, top5_acc: 0.5437, loss_cls: 3.3127, loss: 3.3127, grad_norm: 1.8952 2021-01-19 05:44:52,803 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-19 05:44:53,686 - mmaction - INFO - top1_acc 0.3260 top5_acc 0.6046 2021-01-19 05:44:53,686 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-19 05:44:53,760 - mmaction - INFO - mean_acc 0.3260 2021-01-19 05:44:53,760 - mmaction - INFO - Now best checkpoint is epoch_15.pth 2021-01-19 05:44:53,768 - mmaction - INFO - Epoch(val) [15][2147] top1_acc: 0.3260, top5_acc: 0.6046, mean_class_accuracy: 0.3260 2021-01-19 05:48:59,362 - mmaction - INFO - Epoch [16][20/2147] lr: 9.862e-02, eta: 10 days, 4:06:47, time: 12.276, data_time: 10.558, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5687, loss_cls: 3.1624, loss: 3.1624, grad_norm: 1.8893 2021-01-19 05:49:28,452 - mmaction - INFO - Epoch [16][40/2147] lr: 9.867e-02, eta: 10 days, 4:04:55, time: 1.455, data_time: 0.004, memory: 16628, top1_acc: 0.2759, top5_acc: 0.5446, loss_cls: 3.2506, loss: 3.2506, grad_norm: 1.9948 2021-01-19 05:49:57,948 - mmaction - INFO - Epoch [16][60/2147] lr: 9.872e-02, eta: 10 days, 4:03:10, time: 1.476, data_time: 0.004, memory: 16628, top1_acc: 0.2929, top5_acc: 0.5406, loss_cls: 3.2790, loss: 3.2790, grad_norm: 1.9011 2021-01-19 05:50:28,773 - mmaction - INFO - Epoch [16][80/2147] lr: 9.877e-02, eta: 10 days, 4:01:44, time: 1.536, data_time: 0.004, memory: 16628, top1_acc: 0.2652, top5_acc: 0.5339, loss_cls: 3.3191, loss: 3.3191, grad_norm: 1.9249 2021-01-19 05:50:57,756 - mmaction - INFO - Epoch [16][100/2147] lr: 9.881e-02, eta: 10 days, 3:59:52, time: 1.454, data_time: 0.012, memory: 16628, top1_acc: 0.2821, top5_acc: 0.5504, loss_cls: 3.2983, loss: 3.2983, grad_norm: 1.9149 2021-01-19 05:51:28,858 - mmaction - INFO - Epoch [16][120/2147] lr: 9.886e-02, eta: 10 days, 3:58:32, time: 1.553, data_time: 0.002, memory: 16628, top1_acc: 0.2897, top5_acc: 0.5406, loss_cls: 3.2847, loss: 3.2847, grad_norm: 1.9200 2021-01-19 05:51:59,712 - mmaction - INFO - Epoch [16][140/2147] lr: 9.891e-02, eta: 10 days, 3:57:08, time: 1.542, data_time: 0.007, memory: 16628, top1_acc: 0.2799, top5_acc: 0.5522, loss_cls: 3.2637, loss: 3.2637, grad_norm: 1.9269 2021-01-19 05:52:30,264 - mmaction - INFO - Epoch [16][160/2147] lr: 9.896e-02, eta: 10 days, 3:55:40, time: 1.531, data_time: 0.005, memory: 16628, top1_acc: 0.2929, top5_acc: 0.5509, loss_cls: 3.2716, loss: 3.2716, grad_norm: 1.9229 2021-01-19 05:52:59,429 - mmaction - INFO - Epoch [16][180/2147] lr: 9.901e-02, eta: 10 days, 3:53:47, time: 1.449, data_time: 0.003, memory: 16628, top1_acc: 0.2946, top5_acc: 0.5594, loss_cls: 3.2158, loss: 3.2158, grad_norm: 1.9240 2021-01-19 05:53:31,746 - mmaction - INFO - Epoch [16][200/2147] lr: 9.906e-02, eta: 10 days, 3:52:49, time: 1.620, data_time: 0.011, memory: 16628, top1_acc: 0.2893, top5_acc: 0.5536, loss_cls: 3.3173, loss: 3.3173, grad_norm: 1.9573 2021-01-19 05:54:04,615 - mmaction - INFO - Epoch [16][220/2147] lr: 9.911e-02, eta: 10 days, 3:51:58, time: 1.647, data_time: 0.008, memory: 16628, top1_acc: 0.2915, top5_acc: 0.5536, loss_cls: 3.2416, loss: 3.2416, grad_norm: 1.9113 2021-01-19 05:54:33,998 - mmaction - INFO - Epoch [16][240/2147] lr: 9.916e-02, eta: 10 days, 3:50:09, time: 1.461, data_time: 0.003, memory: 16628, top1_acc: 0.2808, top5_acc: 0.5312, loss_cls: 3.3213, loss: 3.3213, grad_norm: 1.9317 2021-01-19 05:55:05,552 - mmaction - INFO - Epoch [16][260/2147] lr: 9.921e-02, eta: 10 days, 3:48:59, time: 1.583, data_time: 0.013, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5455, loss_cls: 3.2269, loss: 3.2269, grad_norm: 1.8770 2021-01-19 05:55:36,286 - mmaction - INFO - Epoch [16][280/2147] lr: 9.925e-02, eta: 10 days, 3:47:32, time: 1.531, data_time: 0.007, memory: 16628, top1_acc: 0.2768, top5_acc: 0.5451, loss_cls: 3.2596, loss: 3.2596, grad_norm: 1.8862 2021-01-19 05:56:04,911 - mmaction - INFO - Epoch [16][300/2147] lr: 9.930e-02, eta: 10 days, 3:45:36, time: 1.441, data_time: 0.013, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5576, loss_cls: 3.2161, loss: 3.2161, grad_norm: 1.9150 2021-01-19 05:56:34,320 - mmaction - INFO - Epoch [16][320/2147] lr: 9.935e-02, eta: 10 days, 3:43:50, time: 1.468, data_time: 0.005, memory: 16628, top1_acc: 0.3004, top5_acc: 0.5554, loss_cls: 3.2157, loss: 3.2157, grad_norm: 1.9016 2021-01-19 05:57:03,310 - mmaction - INFO - Epoch [16][340/2147] lr: 9.940e-02, eta: 10 days, 3:41:58, time: 1.452, data_time: 0.005, memory: 16628, top1_acc: 0.2750, top5_acc: 0.5402, loss_cls: 3.3273, loss: 3.3273, grad_norm: 1.9658 2021-01-19 05:57:36,248 - mmaction - INFO - Epoch [16][360/2147] lr: 9.945e-02, eta: 10 days, 3:41:07, time: 1.644, data_time: 0.002, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5402, loss_cls: 3.2984, loss: 3.2984, grad_norm: 1.8707 2021-01-19 05:58:06,446 - mmaction - INFO - Epoch [16][380/2147] lr: 9.950e-02, eta: 10 days, 3:39:34, time: 1.510, data_time: 0.006, memory: 16628, top1_acc: 0.2844, top5_acc: 0.5420, loss_cls: 3.2802, loss: 3.2802, grad_norm: 1.9255 2021-01-19 05:58:38,100 - mmaction - INFO - Epoch [16][400/2147] lr: 9.955e-02, eta: 10 days, 3:38:22, time: 1.576, data_time: 0.005, memory: 16628, top1_acc: 0.2821, top5_acc: 0.5353, loss_cls: 3.3523, loss: 3.3523, grad_norm: 1.9176 2021-01-19 05:59:06,777 - mmaction - INFO - Epoch [16][420/2147] lr: 9.960e-02, eta: 10 days, 3:36:27, time: 1.441, data_time: 0.012, memory: 16628, top1_acc: 0.2920, top5_acc: 0.5478, loss_cls: 3.2385, loss: 3.2385, grad_norm: 1.8752 2021-01-19 05:59:37,767 - mmaction - INFO - Epoch [16][440/2147] lr: 9.965e-02, eta: 10 days, 3:35:07, time: 1.550, data_time: 0.004, memory: 16628, top1_acc: 0.2826, top5_acc: 0.5455, loss_cls: 3.3114, loss: 3.3114, grad_norm: 1.9237 2021-01-19 06:00:06,966 - mmaction - INFO - Epoch [16][460/2147] lr: 9.969e-02, eta: 10 days, 3:33:19, time: 1.462, data_time: 0.006, memory: 16628, top1_acc: 0.2790, top5_acc: 0.5415, loss_cls: 3.3402, loss: 3.3402, grad_norm: 1.9074 2021-01-19 06:00:36,072 - mmaction - INFO - Epoch [16][480/2147] lr: 9.974e-02, eta: 10 days, 3:31:28, time: 1.455, data_time: 0.001, memory: 16628, top1_acc: 0.2817, top5_acc: 0.5473, loss_cls: 3.2809, loss: 3.2809, grad_norm: 1.9151 2021-01-19 06:01:04,718 - mmaction - INFO - Epoch [16][500/2147] lr: 9.979e-02, eta: 10 days, 3:29:31, time: 1.433, data_time: 0.003, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5661, loss_cls: 3.2099, loss: 3.2099, grad_norm: 1.9157 2021-01-19 06:01:52,057 - mmaction - INFO - Epoch [16][520/2147] lr: 9.984e-02, eta: 10 days, 3:32:27, time: 2.358, data_time: 0.004, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5723, loss_cls: 3.1578, loss: 3.1578, grad_norm: 1.9518 2021-01-19 06:02:22,711 - mmaction - INFO - Epoch [16][540/2147] lr: 9.989e-02, eta: 10 days, 3:31:02, time: 1.537, data_time: 0.014, memory: 16628, top1_acc: 0.2759, top5_acc: 0.5491, loss_cls: 3.2761, loss: 3.2761, grad_norm: 1.9419 2021-01-19 06:02:51,631 - mmaction - INFO - Epoch [16][560/2147] lr: 9.994e-02, eta: 10 days, 3:29:11, time: 1.449, data_time: 0.007, memory: 16628, top1_acc: 0.2960, top5_acc: 0.5429, loss_cls: 3.2683, loss: 3.2683, grad_norm: 1.9281 2021-01-19 06:03:20,513 - mmaction - INFO - Epoch [16][580/2147] lr: 9.999e-02, eta: 10 days, 3:27:17, time: 1.444, data_time: 0.006, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5437, loss_cls: 3.2501, loss: 3.2501, grad_norm: 1.9082 2021-01-19 06:03:54,959 - mmaction - INFO - Epoch [16][600/2147] lr: 1.000e-01, eta: 10 days, 3:26:51, time: 1.720, data_time: 0.006, memory: 16628, top1_acc: 0.2942, top5_acc: 0.5518, loss_cls: 3.2071, loss: 3.2071, grad_norm: 1.8855 2021-01-19 06:04:23,279 - mmaction - INFO - Epoch [16][620/2147] lr: 1.001e-01, eta: 10 days, 3:24:50, time: 1.419, data_time: 0.005, memory: 16628, top1_acc: 0.2946, top5_acc: 0.5607, loss_cls: 3.2511, loss: 3.2511, grad_norm: 1.9247 2021-01-19 06:04:55,895 - mmaction - INFO - Epoch [16][640/2147] lr: 1.001e-01, eta: 10 days, 3:23:56, time: 1.630, data_time: 0.002, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5603, loss_cls: 3.1556, loss: 3.1556, grad_norm: 1.9251 2021-01-19 06:05:25,355 - mmaction - INFO - Epoch [16][660/2147] lr: 1.002e-01, eta: 10 days, 3:22:12, time: 1.474, data_time: 0.005, memory: 16628, top1_acc: 0.2848, top5_acc: 0.5522, loss_cls: 3.2920, loss: 3.2920, grad_norm: 1.9560 2021-01-19 06:05:53,983 - mmaction - INFO - Epoch [16][680/2147] lr: 1.002e-01, eta: 10 days, 3:20:14, time: 1.428, data_time: 0.003, memory: 16628, top1_acc: 0.2920, top5_acc: 0.5397, loss_cls: 3.2758, loss: 3.2758, grad_norm: 1.8917 2021-01-19 06:06:23,159 - mmaction - INFO - Epoch [16][700/2147] lr: 1.003e-01, eta: 10 days, 3:18:27, time: 1.462, data_time: 0.006, memory: 16628, top1_acc: 0.2839, top5_acc: 0.5277, loss_cls: 3.3013, loss: 3.3013, grad_norm: 1.8748 2021-01-19 06:07:11,283 - mmaction - INFO - Epoch [16][720/2147] lr: 1.003e-01, eta: 10 days, 3:21:34, time: 2.399, data_time: 0.006, memory: 16628, top1_acc: 0.2911, top5_acc: 0.5353, loss_cls: 3.3163, loss: 3.3163, grad_norm: 1.8890 2021-01-19 06:07:42,293 - mmaction - INFO - Epoch [16][740/2147] lr: 1.004e-01, eta: 10 days, 3:20:15, time: 1.553, data_time: 0.015, memory: 16628, top1_acc: 0.2871, top5_acc: 0.5295, loss_cls: 3.3437, loss: 3.3437, grad_norm: 1.8804 2021-01-19 06:08:12,490 - mmaction - INFO - Epoch [16][760/2147] lr: 1.004e-01, eta: 10 days, 3:18:44, time: 1.512, data_time: 0.008, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5527, loss_cls: 3.1682, loss: 3.1682, grad_norm: 1.8923 2021-01-19 06:08:44,974 - mmaction - INFO - Epoch [16][780/2147] lr: 1.005e-01, eta: 10 days, 3:17:47, time: 1.622, data_time: 0.010, memory: 16628, top1_acc: 0.2933, top5_acc: 0.5612, loss_cls: 3.2315, loss: 3.2315, grad_norm: 1.9455 2021-01-19 06:09:13,412 - mmaction - INFO - Epoch [16][800/2147] lr: 1.005e-01, eta: 10 days, 3:15:49, time: 1.427, data_time: 0.009, memory: 16628, top1_acc: 0.2826, top5_acc: 0.5563, loss_cls: 3.2697, loss: 3.2697, grad_norm: 1.9422 2021-01-19 06:09:47,925 - mmaction - INFO - Epoch [16][820/2147] lr: 1.006e-01, eta: 10 days, 3:15:24, time: 1.725, data_time: 0.008, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5415, loss_cls: 3.2517, loss: 3.2517, grad_norm: 1.9006 2021-01-19 06:10:17,986 - mmaction - INFO - Epoch [16][840/2147] lr: 1.006e-01, eta: 10 days, 3:13:50, time: 1.501, data_time: 0.004, memory: 16628, top1_acc: 0.2960, top5_acc: 0.5487, loss_cls: 3.2597, loss: 3.2597, grad_norm: 1.9400 2021-01-19 06:10:47,301 - mmaction - INFO - Epoch [16][860/2147] lr: 1.007e-01, eta: 10 days, 3:12:05, time: 1.468, data_time: 0.008, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5397, loss_cls: 3.2857, loss: 3.2857, grad_norm: 1.8939 2021-01-19 06:11:21,170 - mmaction - INFO - Epoch [16][880/2147] lr: 1.007e-01, eta: 10 days, 3:11:30, time: 1.692, data_time: 0.003, memory: 16628, top1_acc: 0.2969, top5_acc: 0.5545, loss_cls: 3.2315, loss: 3.2315, grad_norm: 1.9002 2021-01-19 06:11:55,157 - mmaction - INFO - Epoch [16][900/2147] lr: 1.008e-01, eta: 10 days, 3:10:57, time: 1.698, data_time: 0.010, memory: 16628, top1_acc: 0.2915, top5_acc: 0.5482, loss_cls: 3.2520, loss: 3.2520, grad_norm: 1.9460 2021-01-19 06:12:24,181 - mmaction - INFO - Epoch [16][920/2147] lr: 1.008e-01, eta: 10 days, 3:09:05, time: 1.445, data_time: 0.007, memory: 16628, top1_acc: 0.2866, top5_acc: 0.5250, loss_cls: 3.3298, loss: 3.3298, grad_norm: 1.8856 2021-01-19 06:12:53,665 - mmaction - INFO - Epoch [16][940/2147] lr: 1.009e-01, eta: 10 days, 3:07:25, time: 1.483, data_time: 0.013, memory: 16628, top1_acc: 0.2830, top5_acc: 0.5335, loss_cls: 3.3339, loss: 3.3339, grad_norm: 1.8669 2021-01-19 06:13:22,961 - mmaction - INFO - Epoch [16][960/2147] lr: 1.009e-01, eta: 10 days, 3:05:39, time: 1.461, data_time: 0.004, memory: 16628, top1_acc: 0.2719, top5_acc: 0.5246, loss_cls: 3.3235, loss: 3.3235, grad_norm: 1.9358 2021-01-19 06:13:53,995 - mmaction - INFO - Epoch [16][980/2147] lr: 1.010e-01, eta: 10 days, 3:04:21, time: 1.554, data_time: 0.012, memory: 16628, top1_acc: 0.2946, top5_acc: 0.5558, loss_cls: 3.2491, loss: 3.2491, grad_norm: 1.8658 2021-01-19 06:14:23,949 - mmaction - INFO - Epoch [16][1000/2147] lr: 1.010e-01, eta: 10 days, 3:02:45, time: 1.493, data_time: 0.004, memory: 16628, top1_acc: 0.2799, top5_acc: 0.5353, loss_cls: 3.3108, loss: 3.3108, grad_norm: 1.8589 2021-01-19 06:14:54,542 - mmaction - INFO - Epoch [16][1020/2147] lr: 1.011e-01, eta: 10 days, 3:01:21, time: 1.534, data_time: 0.009, memory: 16628, top1_acc: 0.2933, top5_acc: 0.5460, loss_cls: 3.2860, loss: 3.2860, grad_norm: 1.9089 2021-01-19 06:15:24,676 - mmaction - INFO - Epoch [16][1040/2147] lr: 1.011e-01, eta: 10 days, 2:59:48, time: 1.503, data_time: 0.003, memory: 16628, top1_acc: 0.2960, top5_acc: 0.5397, loss_cls: 3.2653, loss: 3.2653, grad_norm: 1.8982 2021-01-19 06:15:53,891 - mmaction - INFO - Epoch [16][1060/2147] lr: 1.012e-01, eta: 10 days, 2:58:01, time: 1.459, data_time: 0.009, memory: 16628, top1_acc: 0.2915, top5_acc: 0.5295, loss_cls: 3.2957, loss: 3.2957, grad_norm: 1.9036 2021-01-19 06:16:24,598 - mmaction - INFO - Epoch [16][1080/2147] lr: 1.012e-01, eta: 10 days, 2:56:40, time: 1.542, data_time: 0.015, memory: 16628, top1_acc: 0.2897, top5_acc: 0.5487, loss_cls: 3.3008, loss: 3.3008, grad_norm: 1.9047 2021-01-19 06:16:53,900 - mmaction - INFO - Epoch [16][1100/2147] lr: 1.013e-01, eta: 10 days, 2:54:55, time: 1.463, data_time: 0.003, memory: 16628, top1_acc: 0.2893, top5_acc: 0.5429, loss_cls: 3.2899, loss: 3.2899, grad_norm: 1.8631 2021-01-19 06:17:23,926 - mmaction - INFO - Epoch [16][1120/2147] lr: 1.013e-01, eta: 10 days, 2:53:20, time: 1.498, data_time: 0.010, memory: 16628, top1_acc: 0.2821, top5_acc: 0.5460, loss_cls: 3.2890, loss: 3.2890, grad_norm: 1.8780 2021-01-19 06:17:53,967 - mmaction - INFO - Epoch [16][1140/2147] lr: 1.014e-01, eta: 10 days, 2:51:49, time: 1.507, data_time: 0.010, memory: 16628, top1_acc: 0.2719, top5_acc: 0.5348, loss_cls: 3.3269, loss: 3.3269, grad_norm: 1.8781 2021-01-19 06:18:23,900 - mmaction - INFO - Epoch [16][1160/2147] lr: 1.014e-01, eta: 10 days, 2:50:12, time: 1.489, data_time: 0.003, memory: 16628, top1_acc: 0.2741, top5_acc: 0.5366, loss_cls: 3.3629, loss: 3.3629, grad_norm: 1.8854 2021-01-19 06:18:53,386 - mmaction - INFO - Epoch [16][1180/2147] lr: 1.015e-01, eta: 10 days, 2:48:30, time: 1.474, data_time: 0.010, memory: 16628, top1_acc: 0.2929, top5_acc: 0.5371, loss_cls: 3.3101, loss: 3.3101, grad_norm: 1.9101 2021-01-19 06:19:22,418 - mmaction - INFO - Epoch [16][1200/2147] lr: 1.015e-01, eta: 10 days, 2:46:43, time: 1.456, data_time: 0.014, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5518, loss_cls: 3.2206, loss: 3.2206, grad_norm: 1.8821 2021-01-19 06:19:51,517 - mmaction - INFO - Epoch [16][1220/2147] lr: 1.016e-01, eta: 10 days, 2:44:55, time: 1.453, data_time: 0.008, memory: 16628, top1_acc: 0.2862, top5_acc: 0.5424, loss_cls: 3.3239, loss: 3.3239, grad_norm: 1.9110 2021-01-19 06:20:20,172 - mmaction - INFO - Epoch [16][1240/2147] lr: 1.016e-01, eta: 10 days, 2:43:02, time: 1.438, data_time: 0.009, memory: 16628, top1_acc: 0.2844, top5_acc: 0.5478, loss_cls: 3.2478, loss: 3.2478, grad_norm: 1.8778 2021-01-19 06:20:50,089 - mmaction - INFO - Epoch [16][1260/2147] lr: 1.017e-01, eta: 10 days, 2:41:27, time: 1.494, data_time: 0.004, memory: 16628, top1_acc: 0.2830, top5_acc: 0.5308, loss_cls: 3.2969, loss: 3.2969, grad_norm: 1.8894 2021-01-19 06:21:20,381 - mmaction - INFO - Epoch [16][1280/2147] lr: 1.017e-01, eta: 10 days, 2:39:59, time: 1.515, data_time: 0.005, memory: 16628, top1_acc: 0.2893, top5_acc: 0.5496, loss_cls: 3.2828, loss: 3.2828, grad_norm: 1.9124 2021-01-19 06:22:02,071 - mmaction - INFO - Epoch [16][1300/2147] lr: 1.017e-01, eta: 10 days, 2:41:23, time: 2.076, data_time: 0.005, memory: 16628, top1_acc: 0.2808, top5_acc: 0.5326, loss_cls: 3.3300, loss: 3.3300, grad_norm: 1.8847 2021-01-19 06:22:30,870 - mmaction - INFO - Epoch [16][1320/2147] lr: 1.018e-01, eta: 10 days, 2:39:32, time: 1.443, data_time: 0.013, memory: 16628, top1_acc: 0.2933, top5_acc: 0.5317, loss_cls: 3.3368, loss: 3.3368, grad_norm: 1.9297 2021-01-19 06:22:59,476 - mmaction - INFO - Epoch [16][1340/2147] lr: 1.018e-01, eta: 10 days, 2:37:39, time: 1.437, data_time: 0.010, memory: 16628, top1_acc: 0.2763, top5_acc: 0.5129, loss_cls: 3.3303, loss: 3.3303, grad_norm: 1.9043 2021-01-19 06:23:28,929 - mmaction - INFO - Epoch [16][1360/2147] lr: 1.019e-01, eta: 10 days, 2:35:56, time: 1.468, data_time: 0.003, memory: 16628, top1_acc: 0.2906, top5_acc: 0.5451, loss_cls: 3.2196, loss: 3.2196, grad_norm: 1.8875 2021-01-19 06:23:59,846 - mmaction - INFO - Epoch [16][1380/2147] lr: 1.019e-01, eta: 10 days, 2:34:39, time: 1.550, data_time: 0.008, memory: 16628, top1_acc: 0.2812, top5_acc: 0.5357, loss_cls: 3.3103, loss: 3.3103, grad_norm: 1.9290 2021-01-19 06:24:28,386 - mmaction - INFO - Epoch [16][1400/2147] lr: 1.020e-01, eta: 10 days, 2:32:44, time: 1.428, data_time: 0.009, memory: 16628, top1_acc: 0.2964, top5_acc: 0.5594, loss_cls: 3.2344, loss: 3.2344, grad_norm: 1.8679 2021-01-19 06:24:58,704 - mmaction - INFO - Epoch [16][1420/2147] lr: 1.020e-01, eta: 10 days, 2:31:15, time: 1.513, data_time: 0.004, memory: 16628, top1_acc: 0.2964, top5_acc: 0.5286, loss_cls: 3.2758, loss: 3.2758, grad_norm: 1.9324 2021-01-19 06:25:27,587 - mmaction - INFO - Epoch [16][1440/2147] lr: 1.021e-01, eta: 10 days, 2:29:26, time: 1.447, data_time: 0.007, memory: 16628, top1_acc: 0.2866, top5_acc: 0.5567, loss_cls: 3.2554, loss: 3.2554, grad_norm: 1.9092 2021-01-19 06:25:59,154 - mmaction - INFO - Epoch [16][1460/2147] lr: 1.021e-01, eta: 10 days, 2:28:16, time: 1.573, data_time: 0.006, memory: 16628, top1_acc: 0.2888, top5_acc: 0.5406, loss_cls: 3.2963, loss: 3.2963, grad_norm: 1.9006 2021-01-19 06:26:29,749 - mmaction - INFO - Epoch [16][1480/2147] lr: 1.022e-01, eta: 10 days, 2:26:52, time: 1.529, data_time: 0.007, memory: 16628, top1_acc: 0.2982, top5_acc: 0.5411, loss_cls: 3.2740, loss: 3.2740, grad_norm: 1.8831 2021-01-19 06:27:03,962 - mmaction - INFO - Epoch [16][1500/2147] lr: 1.022e-01, eta: 10 days, 2:26:24, time: 1.709, data_time: 0.009, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5388, loss_cls: 3.2903, loss: 3.2903, grad_norm: 1.8919 2021-01-19 06:27:35,318 - mmaction - INFO - Epoch [16][1520/2147] lr: 1.023e-01, eta: 10 days, 2:25:14, time: 1.574, data_time: 0.012, memory: 16628, top1_acc: 0.2888, top5_acc: 0.5482, loss_cls: 3.2511, loss: 3.2511, grad_norm: 1.8920 2021-01-19 06:28:03,968 - mmaction - INFO - Epoch [16][1540/2147] lr: 1.023e-01, eta: 10 days, 2:23:21, time: 1.433, data_time: 0.006, memory: 16628, top1_acc: 0.2897, top5_acc: 0.5585, loss_cls: 3.2316, loss: 3.2316, grad_norm: 1.9440 2021-01-19 06:28:34,468 - mmaction - INFO - Epoch [16][1560/2147] lr: 1.024e-01, eta: 10 days, 2:21:56, time: 1.525, data_time: 0.003, memory: 16628, top1_acc: 0.3004, top5_acc: 0.5513, loss_cls: 3.2511, loss: 3.2511, grad_norm: 1.9077 2021-01-19 06:29:03,601 - mmaction - INFO - Epoch [16][1580/2147] lr: 1.024e-01, eta: 10 days, 2:20:11, time: 1.458, data_time: 0.004, memory: 16628, top1_acc: 0.2795, top5_acc: 0.5437, loss_cls: 3.2919, loss: 3.2919, grad_norm: 1.9625 2021-01-19 06:29:32,320 - mmaction - INFO - Epoch [16][1600/2147] lr: 1.025e-01, eta: 10 days, 2:18:18, time: 1.433, data_time: 0.004, memory: 16628, top1_acc: 0.2888, top5_acc: 0.5437, loss_cls: 3.2981, loss: 3.2981, grad_norm: 1.8904 2021-01-19 06:30:05,036 - mmaction - INFO - Epoch [16][1620/2147] lr: 1.025e-01, eta: 10 days, 2:17:28, time: 1.636, data_time: 0.010, memory: 16628, top1_acc: 0.2875, top5_acc: 0.5487, loss_cls: 3.3033, loss: 3.3033, grad_norm: 1.9001 2021-01-19 06:30:35,447 - mmaction - INFO - Epoch [16][1640/2147] lr: 1.026e-01, eta: 10 days, 2:16:02, time: 1.521, data_time: 0.006, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5554, loss_cls: 3.2262, loss: 3.2262, grad_norm: 1.8760 2021-01-19 06:31:03,979 - mmaction - INFO - Epoch [16][1660/2147] lr: 1.026e-01, eta: 10 days, 2:14:09, time: 1.430, data_time: 0.006, memory: 16628, top1_acc: 0.2826, top5_acc: 0.5446, loss_cls: 3.2966, loss: 3.2966, grad_norm: 1.8775 2021-01-19 06:31:37,504 - mmaction - INFO - Epoch [16][1680/2147] lr: 1.027e-01, eta: 10 days, 2:13:26, time: 1.663, data_time: 0.003, memory: 16628, top1_acc: 0.3063, top5_acc: 0.5429, loss_cls: 3.2678, loss: 3.2678, grad_norm: 1.8919 2021-01-19 06:32:22,566 - mmaction - INFO - Epoch [16][1700/2147] lr: 1.027e-01, eta: 10 days, 2:15:45, time: 2.257, data_time: 0.017, memory: 16628, top1_acc: 0.2746, top5_acc: 0.5174, loss_cls: 3.3358, loss: 3.3358, grad_norm: 1.8943 2021-01-19 06:32:51,018 - mmaction - INFO - Epoch [16][1720/2147] lr: 1.028e-01, eta: 10 days, 2:13:52, time: 1.431, data_time: 0.011, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5522, loss_cls: 3.2439, loss: 3.2439, grad_norm: 1.8839 2021-01-19 06:33:19,640 - mmaction - INFO - Epoch [16][1740/2147] lr: 1.028e-01, eta: 10 days, 2:11:59, time: 1.430, data_time: 0.002, memory: 16628, top1_acc: 0.2893, top5_acc: 0.5429, loss_cls: 3.2673, loss: 3.2673, grad_norm: 1.9259 2021-01-19 06:33:48,526 - mmaction - INFO - Epoch [16][1760/2147] lr: 1.029e-01, eta: 10 days, 2:10:10, time: 1.443, data_time: 0.005, memory: 16628, top1_acc: 0.2920, top5_acc: 0.5491, loss_cls: 3.2711, loss: 3.2711, grad_norm: 1.8821 2021-01-19 06:34:17,314 - mmaction - INFO - Epoch [16][1780/2147] lr: 1.029e-01, eta: 10 days, 2:08:21, time: 1.441, data_time: 0.006, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5473, loss_cls: 3.2390, loss: 3.2390, grad_norm: 1.9044 2021-01-19 06:34:49,543 - mmaction - INFO - Epoch [16][1800/2147] lr: 1.030e-01, eta: 10 days, 2:07:22, time: 1.610, data_time: 0.003, memory: 16628, top1_acc: 0.2946, top5_acc: 0.5522, loss_cls: 3.2503, loss: 3.2503, grad_norm: 1.9259 2021-01-19 06:35:18,432 - mmaction - INFO - Epoch [16][1820/2147] lr: 1.030e-01, eta: 10 days, 2:05:33, time: 1.442, data_time: 0.003, memory: 16628, top1_acc: 0.2955, top5_acc: 0.5339, loss_cls: 3.2563, loss: 3.2563, grad_norm: 1.8543 2021-01-19 06:35:49,750 - mmaction - INFO - Epoch [16][1840/2147] lr: 1.031e-01, eta: 10 days, 2:04:22, time: 1.566, data_time: 0.005, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5487, loss_cls: 3.2544, loss: 3.2544, grad_norm: 1.8675 2021-01-19 06:36:18,556 - mmaction - INFO - Epoch [16][1860/2147] lr: 1.031e-01, eta: 10 days, 2:02:32, time: 1.440, data_time: 0.008, memory: 16628, top1_acc: 0.2920, top5_acc: 0.5371, loss_cls: 3.2841, loss: 3.2841, grad_norm: 1.8916 2021-01-19 06:36:48,092 - mmaction - INFO - Epoch [16][1880/2147] lr: 1.032e-01, eta: 10 days, 2:00:55, time: 1.478, data_time: 0.005, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5496, loss_cls: 3.2328, loss: 3.2328, grad_norm: 1.8887 2021-01-19 06:37:16,724 - mmaction - INFO - Epoch [16][1900/2147] lr: 1.032e-01, eta: 10 days, 1:59:03, time: 1.432, data_time: 0.004, memory: 16628, top1_acc: 0.2875, top5_acc: 0.5460, loss_cls: 3.3140, loss: 3.3140, grad_norm: 1.8741 2021-01-19 06:37:46,907 - mmaction - INFO - Epoch [16][1920/2147] lr: 1.033e-01, eta: 10 days, 1:57:35, time: 1.509, data_time: 0.004, memory: 16628, top1_acc: 0.2821, top5_acc: 0.5388, loss_cls: 3.3077, loss: 3.3077, grad_norm: 1.8565 2021-01-19 06:38:20,209 - mmaction - INFO - Epoch [16][1940/2147] lr: 1.033e-01, eta: 10 days, 1:56:50, time: 1.655, data_time: 0.009, memory: 16628, top1_acc: 0.2915, top5_acc: 0.5518, loss_cls: 3.2664, loss: 3.2664, grad_norm: 1.8871 2021-01-19 06:38:49,181 - mmaction - INFO - Epoch [16][1960/2147] lr: 1.034e-01, eta: 10 days, 1:55:07, time: 1.459, data_time: 0.013, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5629, loss_cls: 3.1815, loss: 3.1815, grad_norm: 1.8966 2021-01-19 06:39:21,792 - mmaction - INFO - Epoch [16][1980/2147] lr: 1.034e-01, eta: 10 days, 1:54:13, time: 1.621, data_time: 0.006, memory: 16628, top1_acc: 0.2964, top5_acc: 0.5509, loss_cls: 3.2650, loss: 3.2650, grad_norm: 1.9237 2021-01-19 06:39:50,605 - mmaction - INFO - Epoch [16][2000/2147] lr: 1.035e-01, eta: 10 days, 1:52:26, time: 1.447, data_time: 0.014, memory: 16628, top1_acc: 0.2938, top5_acc: 0.5594, loss_cls: 3.2404, loss: 3.2404, grad_norm: 1.8927 2021-01-19 06:40:19,984 - mmaction - INFO - Epoch [16][2020/2147] lr: 1.035e-01, eta: 10 days, 1:50:41, time: 1.454, data_time: 0.011, memory: 16628, top1_acc: 0.2942, top5_acc: 0.5482, loss_cls: 3.2724, loss: 3.2724, grad_norm: 1.9025 2021-01-19 06:40:49,172 - mmaction - INFO - Epoch [16][2040/2147] lr: 1.036e-01, eta: 10 days, 1:49:03, time: 1.475, data_time: 0.019, memory: 16628, top1_acc: 0.2902, top5_acc: 0.5406, loss_cls: 3.2460, loss: 3.2460, grad_norm: 1.9056 2021-01-19 06:41:18,356 - mmaction - INFO - Epoch [16][2060/2147] lr: 1.036e-01, eta: 10 days, 1:47:19, time: 1.457, data_time: 0.004, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5545, loss_cls: 3.2061, loss: 3.2061, grad_norm: 1.9142 2021-01-19 06:41:47,013 - mmaction - INFO - Epoch [16][2080/2147] lr: 1.037e-01, eta: 10 days, 1:45:30, time: 1.438, data_time: 0.006, memory: 16628, top1_acc: 0.2862, top5_acc: 0.5290, loss_cls: 3.3314, loss: 3.3314, grad_norm: 1.8793 2021-01-19 06:42:15,669 - mmaction - INFO - Epoch [16][2100/2147] lr: 1.037e-01, eta: 10 days, 1:43:39, time: 1.433, data_time: 0.003, memory: 16628, top1_acc: 0.3013, top5_acc: 0.5536, loss_cls: 3.2396, loss: 3.2396, grad_norm: 1.8960 2021-01-19 06:42:47,389 - mmaction - INFO - Epoch [16][2120/2147] lr: 1.038e-01, eta: 10 days, 1:42:34, time: 1.586, data_time: 0.001, memory: 16628, top1_acc: 0.2879, top5_acc: 0.5348, loss_cls: 3.3472, loss: 3.3472, grad_norm: 1.8876 2021-01-19 06:43:16,761 - mmaction - INFO - Epoch [16][2140/2147] lr: 1.038e-01, eta: 10 days, 1:40:52, time: 1.460, data_time: 0.003, memory: 16628, top1_acc: 0.2964, top5_acc: 0.5728, loss_cls: 3.1892, loss: 3.1892, grad_norm: 1.8306 2021-01-19 06:43:41,634 - mmaction - INFO - Saving checkpoint at 16 epochs 2021-01-19 06:48:01,483 - mmaction - INFO - Epoch [17][20/2147] lr: 1.037e-01, eta: 10 days, 2:33:10, time: 12.898, data_time: 11.204, memory: 16628, top1_acc: 0.2920, top5_acc: 0.5679, loss_cls: 3.2095, loss: 3.2095, grad_norm: 1.9188 2021-01-19 06:48:30,334 - mmaction - INFO - Epoch [17][40/2147] lr: 1.038e-01, eta: 10 days, 2:31:23, time: 1.451, data_time: 0.015, memory: 16628, top1_acc: 0.2973, top5_acc: 0.5643, loss_cls: 3.2136, loss: 3.2136, grad_norm: 1.8867 2021-01-19 06:48:59,789 - mmaction - INFO - Epoch [17][60/2147] lr: 1.038e-01, eta: 10 days, 2:29:43, time: 1.472, data_time: 0.002, memory: 16628, top1_acc: 0.2978, top5_acc: 0.5647, loss_cls: 3.2159, loss: 3.2159, grad_norm: 1.8823 2021-01-19 06:49:31,317 - mmaction - INFO - Epoch [17][80/2147] lr: 1.039e-01, eta: 10 days, 2:28:34, time: 1.577, data_time: 0.003, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5612, loss_cls: 3.1813, loss: 3.1813, grad_norm: 1.8551 2021-01-19 06:50:02,194 - mmaction - INFO - Epoch [17][100/2147] lr: 1.039e-01, eta: 10 days, 2:27:14, time: 1.539, data_time: 0.002, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5540, loss_cls: 3.2436, loss: 3.2436, grad_norm: 1.8583 2021-01-19 06:50:34,085 - mmaction - INFO - Epoch [17][120/2147] lr: 1.040e-01, eta: 10 days, 2:26:08, time: 1.589, data_time: 0.012, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5580, loss_cls: 3.2254, loss: 3.2254, grad_norm: 1.9125 2021-01-19 06:51:04,416 - mmaction - INFO - Epoch [17][140/2147] lr: 1.040e-01, eta: 10 days, 2:24:44, time: 1.527, data_time: 0.017, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5558, loss_cls: 3.2144, loss: 3.2144, grad_norm: 1.9134 2021-01-19 06:51:33,225 - mmaction - INFO - Epoch [17][160/2147] lr: 1.041e-01, eta: 10 days, 2:22:54, time: 1.439, data_time: 0.005, memory: 16628, top1_acc: 0.2884, top5_acc: 0.5277, loss_cls: 3.3580, loss: 3.3580, grad_norm: 1.8637 2021-01-19 06:52:06,930 - mmaction - INFO - Epoch [17][180/2147] lr: 1.041e-01, eta: 10 days, 2:22:17, time: 1.682, data_time: 0.007, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5580, loss_cls: 3.1867, loss: 3.1867, grad_norm: 1.8715 2021-01-19 06:52:37,111 - mmaction - INFO - Epoch [17][200/2147] lr: 1.042e-01, eta: 10 days, 2:20:47, time: 1.506, data_time: 0.009, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5522, loss_cls: 3.1978, loss: 3.1978, grad_norm: 1.9416 2021-01-19 06:53:06,436 - mmaction - INFO - Epoch [17][220/2147] lr: 1.042e-01, eta: 10 days, 2:19:07, time: 1.471, data_time: 0.014, memory: 16628, top1_acc: 0.2915, top5_acc: 0.5545, loss_cls: 3.2688, loss: 3.2688, grad_norm: 1.9057 2021-01-19 06:53:40,024 - mmaction - INFO - Epoch [17][240/2147] lr: 1.043e-01, eta: 10 days, 2:18:22, time: 1.658, data_time: 0.004, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5616, loss_cls: 3.1878, loss: 3.1878, grad_norm: 1.8671 2021-01-19 06:54:12,235 - mmaction - INFO - Epoch [17][260/2147] lr: 1.043e-01, eta: 10 days, 2:17:29, time: 1.629, data_time: 0.029, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5545, loss_cls: 3.1997, loss: 3.1997, grad_norm: 1.8627 2021-01-19 06:54:44,012 - mmaction - INFO - Epoch [17][280/2147] lr: 1.044e-01, eta: 10 days, 2:16:25, time: 1.592, data_time: 0.014, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5540, loss_cls: 3.2195, loss: 3.2195, grad_norm: 1.8819 2021-01-19 06:55:12,676 - mmaction - INFO - Epoch [17][300/2147] lr: 1.044e-01, eta: 10 days, 2:14:34, time: 1.435, data_time: 0.005, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5549, loss_cls: 3.2167, loss: 3.2167, grad_norm: 1.9410 2021-01-19 06:55:41,871 - mmaction - INFO - Epoch [17][320/2147] lr: 1.045e-01, eta: 10 days, 2:12:51, time: 1.460, data_time: 0.003, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5652, loss_cls: 3.1555, loss: 3.1555, grad_norm: 1.8921 2021-01-19 06:56:10,604 - mmaction - INFO - Epoch [17][340/2147] lr: 1.045e-01, eta: 10 days, 2:11:01, time: 1.434, data_time: 0.003, memory: 16628, top1_acc: 0.2862, top5_acc: 0.5433, loss_cls: 3.2844, loss: 3.2844, grad_norm: 1.9524 2021-01-19 06:56:44,126 - mmaction - INFO - Epoch [17][360/2147] lr: 1.046e-01, eta: 10 days, 2:10:09, time: 1.632, data_time: 0.007, memory: 16628, top1_acc: 0.2915, top5_acc: 0.5500, loss_cls: 3.2636, loss: 3.2636, grad_norm: 1.8939 2021-01-19 06:57:13,025 - mmaction - INFO - Epoch [17][380/2147] lr: 1.046e-01, eta: 10 days, 2:08:35, time: 1.491, data_time: 0.050, memory: 16628, top1_acc: 0.2982, top5_acc: 0.5576, loss_cls: 3.2358, loss: 3.2358, grad_norm: 1.8967 2021-01-19 06:57:45,142 - mmaction - INFO - Epoch [17][400/2147] lr: 1.047e-01, eta: 10 days, 2:07:35, time: 1.605, data_time: 0.002, memory: 16628, top1_acc: 0.2728, top5_acc: 0.5411, loss_cls: 3.2899, loss: 3.2899, grad_norm: 1.9147 2021-01-19 06:58:14,611 - mmaction - INFO - Epoch [17][420/2147] lr: 1.047e-01, eta: 10 days, 2:05:56, time: 1.471, data_time: 0.004, memory: 16628, top1_acc: 0.2991, top5_acc: 0.5513, loss_cls: 3.2644, loss: 3.2644, grad_norm: 1.8756 2021-01-19 06:58:45,720 - mmaction - INFO - Epoch [17][440/2147] lr: 1.048e-01, eta: 10 days, 2:04:40, time: 1.552, data_time: 0.010, memory: 16628, top1_acc: 0.2951, top5_acc: 0.5460, loss_cls: 3.2422, loss: 3.2422, grad_norm: 1.8688 2021-01-19 06:59:15,207 - mmaction - INFO - Epoch [17][460/2147] lr: 1.048e-01, eta: 10 days, 2:03:03, time: 1.481, data_time: 0.012, memory: 16628, top1_acc: 0.2902, top5_acc: 0.5522, loss_cls: 3.2540, loss: 3.2540, grad_norm: 1.9179 2021-01-19 06:59:44,125 - mmaction - INFO - Epoch [17][480/2147] lr: 1.049e-01, eta: 10 days, 2:01:16, time: 1.445, data_time: 0.002, memory: 16628, top1_acc: 0.2879, top5_acc: 0.5406, loss_cls: 3.2880, loss: 3.2880, grad_norm: 1.9671 2021-01-19 07:00:14,631 - mmaction - INFO - Epoch [17][500/2147] lr: 1.049e-01, eta: 10 days, 1:59:53, time: 1.525, data_time: 0.003, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5509, loss_cls: 3.2567, loss: 3.2567, grad_norm: 1.9361 2021-01-19 07:00:43,997 - mmaction - INFO - Epoch [17][520/2147] lr: 1.050e-01, eta: 10 days, 1:58:13, time: 1.469, data_time: 0.007, memory: 16628, top1_acc: 0.2893, top5_acc: 0.5491, loss_cls: 3.2377, loss: 3.2377, grad_norm: 1.8710 2021-01-19 07:01:13,932 - mmaction - INFO - Epoch [17][540/2147] lr: 1.050e-01, eta: 10 days, 1:56:41, time: 1.494, data_time: 0.002, memory: 16628, top1_acc: 0.2924, top5_acc: 0.5362, loss_cls: 3.2572, loss: 3.2572, grad_norm: 1.9117 2021-01-19 07:01:46,574 - mmaction - INFO - Epoch [17][560/2147] lr: 1.051e-01, eta: 10 days, 1:55:50, time: 1.634, data_time: 0.006, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5522, loss_cls: 3.2193, loss: 3.2193, grad_norm: 1.8873 2021-01-19 07:02:17,558 - mmaction - INFO - Epoch [17][580/2147] lr: 1.051e-01, eta: 10 days, 1:54:33, time: 1.544, data_time: 0.005, memory: 16628, top1_acc: 0.2879, top5_acc: 0.5482, loss_cls: 3.2690, loss: 3.2690, grad_norm: 1.9074 2021-01-19 07:02:47,020 - mmaction - INFO - Epoch [17][600/2147] lr: 1.052e-01, eta: 10 days, 1:52:55, time: 1.476, data_time: 0.015, memory: 16628, top1_acc: 0.2857, top5_acc: 0.5451, loss_cls: 3.2676, loss: 3.2676, grad_norm: 1.9079 2021-01-19 07:03:18,065 - mmaction - INFO - Epoch [17][620/2147] lr: 1.052e-01, eta: 10 days, 1:51:41, time: 1.553, data_time: 0.005, memory: 16628, top1_acc: 0.2862, top5_acc: 0.5496, loss_cls: 3.2386, loss: 3.2386, grad_norm: 1.8790 2021-01-19 07:03:48,241 - mmaction - INFO - Epoch [17][640/2147] lr: 1.053e-01, eta: 10 days, 1:50:13, time: 1.509, data_time: 0.011, memory: 16628, top1_acc: 0.2955, top5_acc: 0.5491, loss_cls: 3.2270, loss: 3.2270, grad_norm: 1.9512 2021-01-19 07:04:18,338 - mmaction - INFO - Epoch [17][660/2147] lr: 1.053e-01, eta: 10 days, 1:48:45, time: 1.506, data_time: 0.003, memory: 16628, top1_acc: 0.2933, top5_acc: 0.5612, loss_cls: 3.2780, loss: 3.2780, grad_norm: 1.9119 2021-01-19 07:04:49,631 - mmaction - INFO - Epoch [17][680/2147] lr: 1.054e-01, eta: 10 days, 1:47:32, time: 1.558, data_time: 0.003, memory: 16628, top1_acc: 0.2911, top5_acc: 0.5665, loss_cls: 3.2117, loss: 3.2117, grad_norm: 1.8372 2021-01-19 07:05:21,204 - mmaction - INFO - Epoch [17][700/2147] lr: 1.054e-01, eta: 10 days, 1:46:25, time: 1.580, data_time: 0.010, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5473, loss_cls: 3.2512, loss: 3.2512, grad_norm: 1.8850 2021-01-19 07:05:50,100 - mmaction - INFO - Epoch [17][720/2147] lr: 1.055e-01, eta: 10 days, 1:44:39, time: 1.446, data_time: 0.008, memory: 16628, top1_acc: 0.2871, top5_acc: 0.5491, loss_cls: 3.2541, loss: 3.2541, grad_norm: 1.9638 2021-01-19 07:06:20,587 - mmaction - INFO - Epoch [17][740/2147] lr: 1.055e-01, eta: 10 days, 1:43:16, time: 1.522, data_time: 0.011, memory: 16628, top1_acc: 0.2835, top5_acc: 0.5509, loss_cls: 3.2712, loss: 3.2712, grad_norm: 1.8952 2021-01-19 07:06:55,936 - mmaction - INFO - Epoch [17][760/2147] lr: 1.056e-01, eta: 10 days, 1:43:06, time: 1.774, data_time: 0.013, memory: 16628, top1_acc: 0.2969, top5_acc: 0.5580, loss_cls: 3.2373, loss: 3.2373, grad_norm: 1.8941 2021-01-19 07:07:25,557 - mmaction - INFO - Epoch [17][780/2147] lr: 1.056e-01, eta: 10 days, 1:41:31, time: 1.481, data_time: 0.002, memory: 16628, top1_acc: 0.2862, top5_acc: 0.5312, loss_cls: 3.3471, loss: 3.3471, grad_norm: 1.9087 2021-01-19 07:07:54,347 - mmaction - INFO - Epoch [17][800/2147] lr: 1.057e-01, eta: 10 days, 1:39:43, time: 1.439, data_time: 0.002, memory: 16628, top1_acc: 0.2902, top5_acc: 0.5527, loss_cls: 3.2270, loss: 3.2270, grad_norm: 1.8986 2021-01-19 07:08:27,045 - mmaction - INFO - Epoch [17][820/2147] lr: 1.057e-01, eta: 10 days, 1:38:53, time: 1.635, data_time: 0.004, memory: 16628, top1_acc: 0.2964, top5_acc: 0.5621, loss_cls: 3.2351, loss: 3.2351, grad_norm: 1.8857 2021-01-19 07:08:55,714 - mmaction - INFO - Epoch [17][840/2147] lr: 1.057e-01, eta: 10 days, 1:37:03, time: 1.433, data_time: 0.007, memory: 16628, top1_acc: 0.2821, top5_acc: 0.5442, loss_cls: 3.2548, loss: 3.2548, grad_norm: 1.9097 2021-01-19 07:09:28,734 - mmaction - INFO - Epoch [17][860/2147] lr: 1.058e-01, eta: 10 days, 1:36:17, time: 1.649, data_time: 0.003, memory: 16628, top1_acc: 0.2937, top5_acc: 0.5473, loss_cls: 3.2459, loss: 3.2459, grad_norm: 1.8902 2021-01-19 07:09:57,890 - mmaction - INFO - Epoch [17][880/2147] lr: 1.058e-01, eta: 10 days, 1:34:36, time: 1.459, data_time: 0.006, memory: 16628, top1_acc: 0.2946, top5_acc: 0.5321, loss_cls: 3.2971, loss: 3.2971, grad_norm: 1.9108 2021-01-19 07:10:38,460 - mmaction - INFO - Epoch [17][900/2147] lr: 1.059e-01, eta: 10 days, 1:35:39, time: 2.023, data_time: 0.007, memory: 16628, top1_acc: 0.2978, top5_acc: 0.5562, loss_cls: 3.2546, loss: 3.2546, grad_norm: 1.9291 2021-01-19 07:11:07,166 - mmaction - INFO - Epoch [17][920/2147] lr: 1.059e-01, eta: 10 days, 1:33:52, time: 1.440, data_time: 0.016, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5732, loss_cls: 3.1466, loss: 3.1466, grad_norm: 1.9076 2021-01-19 07:11:40,917 - mmaction - INFO - Epoch [17][940/2147] lr: 1.060e-01, eta: 10 days, 1:33:13, time: 1.674, data_time: 0.008, memory: 16628, top1_acc: 0.2951, top5_acc: 0.5531, loss_cls: 3.2478, loss: 3.2478, grad_norm: 1.9538 2021-01-19 07:12:09,639 - mmaction - INFO - Epoch [17][960/2147] lr: 1.060e-01, eta: 10 days, 1:31:30, time: 1.451, data_time: 0.020, memory: 16628, top1_acc: 0.2817, top5_acc: 0.5415, loss_cls: 3.3071, loss: 3.3071, grad_norm: 1.8882 2021-01-19 07:12:40,896 - mmaction - INFO - Epoch [17][980/2147] lr: 1.061e-01, eta: 10 days, 1:30:19, time: 1.565, data_time: 0.006, memory: 16628, top1_acc: 0.2955, top5_acc: 0.5567, loss_cls: 3.2115, loss: 3.2115, grad_norm: 1.8623 2021-01-19 07:13:15,185 - mmaction - INFO - Epoch [17][1000/2147] lr: 1.061e-01, eta: 10 days, 1:29:51, time: 1.711, data_time: 0.014, memory: 16628, top1_acc: 0.2991, top5_acc: 0.5482, loss_cls: 3.2966, loss: 3.2966, grad_norm: 1.8752 2021-01-19 07:13:44,722 - mmaction - INFO - Epoch [17][1020/2147] lr: 1.062e-01, eta: 10 days, 1:28:15, time: 1.474, data_time: 0.016, memory: 16628, top1_acc: 0.2906, top5_acc: 0.5223, loss_cls: 3.3204, loss: 3.3204, grad_norm: 1.8863 2021-01-19 07:14:16,743 - mmaction - INFO - Epoch [17][1040/2147] lr: 1.062e-01, eta: 10 days, 1:27:15, time: 1.602, data_time: 0.019, memory: 16628, top1_acc: 0.2973, top5_acc: 0.5496, loss_cls: 3.2467, loss: 3.2467, grad_norm: 1.8691 2021-01-19 07:14:47,635 - mmaction - INFO - Epoch [17][1060/2147] lr: 1.063e-01, eta: 10 days, 1:25:59, time: 1.546, data_time: 0.009, memory: 16628, top1_acc: 0.2946, top5_acc: 0.5393, loss_cls: 3.2844, loss: 3.2844, grad_norm: 1.8826 2021-01-19 07:15:17,035 - mmaction - INFO - Epoch [17][1080/2147] lr: 1.063e-01, eta: 10 days, 1:24:20, time: 1.466, data_time: 0.007, memory: 16628, top1_acc: 0.3000, top5_acc: 0.5629, loss_cls: 3.2017, loss: 3.2017, grad_norm: 1.8696 2021-01-19 07:15:46,237 - mmaction - INFO - Epoch [17][1100/2147] lr: 1.064e-01, eta: 10 days, 1:22:42, time: 1.468, data_time: 0.011, memory: 16628, top1_acc: 0.2723, top5_acc: 0.5277, loss_cls: 3.3108, loss: 3.3108, grad_norm: 1.9287 2021-01-19 07:16:15,158 - mmaction - INFO - Epoch [17][1120/2147] lr: 1.064e-01, eta: 10 days, 1:20:58, time: 1.446, data_time: 0.004, memory: 16628, top1_acc: 0.2973, top5_acc: 0.5348, loss_cls: 3.3406, loss: 3.3406, grad_norm: 1.8663 2021-01-19 07:16:46,844 - mmaction - INFO - Epoch [17][1140/2147] lr: 1.065e-01, eta: 10 days, 1:19:53, time: 1.585, data_time: 0.002, memory: 16628, top1_acc: 0.2893, top5_acc: 0.5330, loss_cls: 3.2801, loss: 3.2801, grad_norm: 1.8816 2021-01-19 07:17:15,599 - mmaction - INFO - Epoch [17][1160/2147] lr: 1.065e-01, eta: 10 days, 1:18:06, time: 1.435, data_time: 0.012, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5576, loss_cls: 3.2173, loss: 3.2173, grad_norm: 1.8982 2021-01-19 07:17:47,096 - mmaction - INFO - Epoch [17][1180/2147] lr: 1.066e-01, eta: 10 days, 1:17:00, time: 1.579, data_time: 0.005, memory: 16628, top1_acc: 0.2777, top5_acc: 0.5397, loss_cls: 3.3160, loss: 3.3160, grad_norm: 1.9089 2021-01-19 07:18:15,623 - mmaction - INFO - Epoch [17][1200/2147] lr: 1.066e-01, eta: 10 days, 1:15:09, time: 1.422, data_time: 0.003, memory: 16628, top1_acc: 0.2924, top5_acc: 0.5366, loss_cls: 3.2894, loss: 3.2894, grad_norm: 1.8812 2021-01-19 07:18:44,480 - mmaction - INFO - Epoch [17][1220/2147] lr: 1.067e-01, eta: 10 days, 1:13:24, time: 1.445, data_time: 0.008, memory: 16628, top1_acc: 0.2982, top5_acc: 0.5348, loss_cls: 3.3023, loss: 3.3023, grad_norm: 1.8786 2021-01-19 07:19:14,340 - mmaction - INFO - Epoch [17][1240/2147] lr: 1.067e-01, eta: 10 days, 1:11:53, time: 1.491, data_time: 0.008, memory: 16628, top1_acc: 0.2830, top5_acc: 0.5321, loss_cls: 3.3478, loss: 3.3478, grad_norm: 1.9061 2021-01-19 07:19:43,203 - mmaction - INFO - Epoch [17][1260/2147] lr: 1.068e-01, eta: 10 days, 1:10:09, time: 1.446, data_time: 0.006, memory: 16628, top1_acc: 0.2964, top5_acc: 0.5567, loss_cls: 3.2260, loss: 3.2260, grad_norm: 1.8507 2021-01-19 07:20:14,309 - mmaction - INFO - Epoch [17][1280/2147] lr: 1.068e-01, eta: 10 days, 1:08:55, time: 1.549, data_time: 0.003, memory: 16628, top1_acc: 0.2946, top5_acc: 0.5379, loss_cls: 3.3446, loss: 3.3446, grad_norm: 1.8762 2021-01-19 07:20:48,659 - mmaction - INFO - Epoch [17][1300/2147] lr: 1.069e-01, eta: 10 days, 1:08:31, time: 1.723, data_time: 0.010, memory: 16628, top1_acc: 0.2969, top5_acc: 0.5504, loss_cls: 3.2130, loss: 3.2130, grad_norm: 1.8982 2021-01-19 07:21:21,474 - mmaction - INFO - Epoch [17][1320/2147] lr: 1.069e-01, eta: 10 days, 1:07:43, time: 1.638, data_time: 0.006, memory: 16628, top1_acc: 0.2866, top5_acc: 0.5415, loss_cls: 3.2779, loss: 3.2779, grad_norm: 1.9017 2021-01-19 07:21:54,185 - mmaction - INFO - Epoch [17][1340/2147] lr: 1.070e-01, eta: 10 days, 1:06:53, time: 1.635, data_time: 0.005, memory: 16628, top1_acc: 0.2938, top5_acc: 0.5455, loss_cls: 3.2687, loss: 3.2687, grad_norm: 1.8669 2021-01-19 07:22:22,791 - mmaction - INFO - Epoch [17][1360/2147] lr: 1.070e-01, eta: 10 days, 1:05:06, time: 1.432, data_time: 0.007, memory: 16628, top1_acc: 0.2772, top5_acc: 0.5509, loss_cls: 3.2328, loss: 3.2328, grad_norm: 1.9109 2021-01-19 07:22:51,334 - mmaction - INFO - Epoch [17][1380/2147] lr: 1.071e-01, eta: 10 days, 1:03:17, time: 1.428, data_time: 0.006, memory: 16628, top1_acc: 0.2871, top5_acc: 0.5540, loss_cls: 3.2348, loss: 3.2348, grad_norm: 1.8961 2021-01-19 07:23:23,871 - mmaction - INFO - Epoch [17][1400/2147] lr: 1.071e-01, eta: 10 days, 1:02:24, time: 1.621, data_time: 0.008, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5487, loss_cls: 3.2560, loss: 3.2560, grad_norm: 1.8744 2021-01-19 07:23:53,623 - mmaction - INFO - Epoch [17][1420/2147] lr: 1.072e-01, eta: 10 days, 1:00:54, time: 1.495, data_time: 0.014, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5451, loss_cls: 3.2967, loss: 3.2967, grad_norm: 1.9053 2021-01-19 07:24:22,979 - mmaction - INFO - Epoch [17][1440/2147] lr: 1.072e-01, eta: 10 days, 0:59:16, time: 1.465, data_time: 0.006, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5643, loss_cls: 3.2078, loss: 3.2078, grad_norm: 1.8749 2021-01-19 07:24:51,734 - mmaction - INFO - Epoch [17][1460/2147] lr: 1.073e-01, eta: 10 days, 0:57:30, time: 1.437, data_time: 0.005, memory: 16628, top1_acc: 0.2991, top5_acc: 0.5451, loss_cls: 3.2465, loss: 3.2465, grad_norm: 1.8980 2021-01-19 07:25:23,785 - mmaction - INFO - Epoch [17][1480/2147] lr: 1.073e-01, eta: 10 days, 0:56:32, time: 1.603, data_time: 0.007, memory: 16628, top1_acc: 0.2844, top5_acc: 0.5353, loss_cls: 3.3107, loss: 3.3107, grad_norm: 1.9192 2021-01-19 07:25:54,152 - mmaction - INFO - Epoch [17][1500/2147] lr: 1.074e-01, eta: 10 days, 0:55:10, time: 1.520, data_time: 0.006, memory: 16628, top1_acc: 0.2848, top5_acc: 0.5259, loss_cls: 3.3475, loss: 3.3475, grad_norm: 1.9266 2021-01-19 07:26:22,786 - mmaction - INFO - Epoch [17][1520/2147] lr: 1.074e-01, eta: 10 days, 0:53:23, time: 1.431, data_time: 0.005, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5558, loss_cls: 3.2476, loss: 3.2476, grad_norm: 1.8713 2021-01-19 07:26:53,024 - mmaction - INFO - Epoch [17][1540/2147] lr: 1.075e-01, eta: 10 days, 0:51:59, time: 1.512, data_time: 0.007, memory: 16628, top1_acc: 0.3013, top5_acc: 0.5576, loss_cls: 3.2234, loss: 3.2234, grad_norm: 1.8851 2021-01-19 07:27:21,829 - mmaction - INFO - Epoch [17][1560/2147] lr: 1.075e-01, eta: 10 days, 0:50:15, time: 1.442, data_time: 0.011, memory: 16628, top1_acc: 0.2839, top5_acc: 0.5442, loss_cls: 3.2573, loss: 3.2573, grad_norm: 1.8858 2021-01-19 07:27:51,073 - mmaction - INFO - Epoch [17][1580/2147] lr: 1.076e-01, eta: 10 days, 0:48:36, time: 1.461, data_time: 0.002, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5665, loss_cls: 3.1905, loss: 3.1905, grad_norm: 1.8949 2021-01-19 07:28:20,265 - mmaction - INFO - Epoch [17][1600/2147] lr: 1.076e-01, eta: 10 days, 0:46:57, time: 1.459, data_time: 0.003, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5491, loss_cls: 3.2119, loss: 3.2119, grad_norm: 1.9156 2021-01-19 07:28:51,489 - mmaction - INFO - Epoch [17][1620/2147] lr: 1.077e-01, eta: 10 days, 0:45:47, time: 1.561, data_time: 0.003, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5732, loss_cls: 3.1554, loss: 3.1554, grad_norm: 1.8730 2021-01-19 07:29:20,491 - mmaction - INFO - Epoch [17][1640/2147] lr: 1.077e-01, eta: 10 days, 0:44:06, time: 1.452, data_time: 0.013, memory: 16628, top1_acc: 0.3013, top5_acc: 0.5375, loss_cls: 3.2658, loss: 3.2658, grad_norm: 1.8582 2021-01-19 07:29:49,243 - mmaction - INFO - Epoch [17][1660/2147] lr: 1.078e-01, eta: 10 days, 0:42:20, time: 1.435, data_time: 0.003, memory: 16628, top1_acc: 0.2862, top5_acc: 0.5277, loss_cls: 3.3359, loss: 3.3359, grad_norm: 1.8899 2021-01-19 07:30:18,194 - mmaction - INFO - Epoch [17][1680/2147] lr: 1.078e-01, eta: 10 days, 0:40:39, time: 1.449, data_time: 0.006, memory: 16628, top1_acc: 0.2897, top5_acc: 0.5433, loss_cls: 3.2711, loss: 3.2711, grad_norm: 1.9344 2021-01-19 07:30:47,042 - mmaction - INFO - Epoch [17][1700/2147] lr: 1.078e-01, eta: 10 days, 0:38:56, time: 1.444, data_time: 0.006, memory: 16628, top1_acc: 0.2969, top5_acc: 0.5594, loss_cls: 3.1964, loss: 3.1964, grad_norm: 1.8851 2021-01-19 07:31:19,768 - mmaction - INFO - Epoch [17][1720/2147] lr: 1.079e-01, eta: 10 days, 0:38:07, time: 1.635, data_time: 0.005, memory: 16628, top1_acc: 0.2924, top5_acc: 0.5433, loss_cls: 3.2981, loss: 3.2981, grad_norm: 1.8903 2021-01-19 07:31:52,358 - mmaction - INFO - Epoch [17][1740/2147] lr: 1.079e-01, eta: 10 days, 0:37:15, time: 1.621, data_time: 0.004, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5536, loss_cls: 3.2329, loss: 3.2329, grad_norm: 1.8716 2021-01-19 07:32:22,308 - mmaction - INFO - Epoch [17][1760/2147] lr: 1.080e-01, eta: 10 days, 0:35:50, time: 1.508, data_time: 0.015, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5558, loss_cls: 3.2455, loss: 3.2455, grad_norm: 1.9110 2021-01-19 07:32:54,114 - mmaction - INFO - Epoch [17][1780/2147] lr: 1.080e-01, eta: 10 days, 0:34:49, time: 1.589, data_time: 0.002, memory: 16628, top1_acc: 0.2763, top5_acc: 0.5295, loss_cls: 3.3405, loss: 3.3405, grad_norm: 1.8982 2021-01-19 07:33:23,344 - mmaction - INFO - Epoch [17][1800/2147] lr: 1.081e-01, eta: 10 days, 0:33:10, time: 1.458, data_time: 0.010, memory: 16628, top1_acc: 0.2955, top5_acc: 0.5429, loss_cls: 3.2824, loss: 3.2824, grad_norm: 1.8569 2021-01-19 07:33:52,922 - mmaction - INFO - Epoch [17][1820/2147] lr: 1.081e-01, eta: 10 days, 0:31:38, time: 1.481, data_time: 0.006, memory: 16628, top1_acc: 0.2750, top5_acc: 0.5272, loss_cls: 3.3659, loss: 3.3659, grad_norm: 1.8446 2021-01-19 07:34:24,689 - mmaction - INFO - Epoch [17][1840/2147] lr: 1.082e-01, eta: 10 days, 0:30:36, time: 1.588, data_time: 0.006, memory: 16628, top1_acc: 0.2969, top5_acc: 0.5576, loss_cls: 3.2556, loss: 3.2556, grad_norm: 1.8565 2021-01-19 07:34:55,309 - mmaction - INFO - Epoch [17][1860/2147] lr: 1.082e-01, eta: 10 days, 0:29:19, time: 1.533, data_time: 0.005, memory: 16628, top1_acc: 0.2942, top5_acc: 0.5487, loss_cls: 3.2681, loss: 3.2681, grad_norm: 1.9106 2021-01-19 07:35:25,822 - mmaction - INFO - Epoch [17][1880/2147] lr: 1.083e-01, eta: 10 days, 0:28:00, time: 1.526, data_time: 0.009, memory: 16628, top1_acc: 0.3013, top5_acc: 0.5371, loss_cls: 3.2197, loss: 3.2197, grad_norm: 1.8655 2021-01-19 07:35:55,605 - mmaction - INFO - Epoch [17][1900/2147] lr: 1.083e-01, eta: 10 days, 0:26:28, time: 1.482, data_time: 0.003, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5656, loss_cls: 3.2078, loss: 3.2078, grad_norm: 1.8726 2021-01-19 07:36:26,204 - mmaction - INFO - Epoch [17][1920/2147] lr: 1.084e-01, eta: 10 days, 0:25:12, time: 1.537, data_time: 0.010, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5759, loss_cls: 3.1441, loss: 3.1441, grad_norm: 1.9290 2021-01-19 07:36:58,689 - mmaction - INFO - Epoch [17][1940/2147] lr: 1.084e-01, eta: 10 days, 0:24:21, time: 1.625, data_time: 0.003, memory: 16628, top1_acc: 0.2924, top5_acc: 0.5281, loss_cls: 3.3336, loss: 3.3336, grad_norm: 1.9793 2021-01-19 07:37:27,832 - mmaction - INFO - Epoch [17][1960/2147] lr: 1.085e-01, eta: 10 days, 0:22:42, time: 1.452, data_time: 0.003, memory: 16628, top1_acc: 0.2973, top5_acc: 0.5616, loss_cls: 3.1692, loss: 3.1692, grad_norm: 1.8677 2021-01-19 07:37:56,608 - mmaction - INFO - Epoch [17][1980/2147] lr: 1.085e-01, eta: 10 days, 0:21:00, time: 1.444, data_time: 0.006, memory: 16628, top1_acc: 0.2938, top5_acc: 0.5321, loss_cls: 3.3210, loss: 3.3210, grad_norm: 1.8871 2021-01-19 07:38:27,879 - mmaction - INFO - Epoch [17][2000/2147] lr: 1.086e-01, eta: 10 days, 0:19:50, time: 1.559, data_time: 0.001, memory: 16628, top1_acc: 0.2933, top5_acc: 0.5446, loss_cls: 3.2675, loss: 3.2675, grad_norm: 1.8430 2021-01-19 07:38:58,135 - mmaction - INFO - Epoch [17][2020/2147] lr: 1.086e-01, eta: 10 days, 0:18:29, time: 1.517, data_time: 0.007, memory: 16628, top1_acc: 0.2826, top5_acc: 0.5455, loss_cls: 3.2944, loss: 3.2944, grad_norm: 1.8770 2021-01-19 07:39:28,979 - mmaction - INFO - Epoch [17][2040/2147] lr: 1.087e-01, eta: 10 days, 0:17:13, time: 1.538, data_time: 0.013, memory: 16628, top1_acc: 0.2857, top5_acc: 0.5415, loss_cls: 3.2867, loss: 3.2867, grad_norm: 1.8754 2021-01-19 07:40:01,033 - mmaction - INFO - Epoch [17][2060/2147] lr: 1.087e-01, eta: 10 days, 0:16:17, time: 1.605, data_time: 0.006, memory: 16628, top1_acc: 0.2915, top5_acc: 0.5455, loss_cls: 3.2700, loss: 3.2700, grad_norm: 1.8834 2021-01-19 07:40:31,140 - mmaction - INFO - Epoch [17][2080/2147] lr: 1.088e-01, eta: 10 days, 0:14:51, time: 1.502, data_time: 0.005, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5625, loss_cls: 3.1968, loss: 3.1968, grad_norm: 1.8525 2021-01-19 07:40:59,578 - mmaction - INFO - Epoch [17][2100/2147] lr: 1.088e-01, eta: 10 days, 0:13:05, time: 1.428, data_time: 0.007, memory: 16628, top1_acc: 0.3000, top5_acc: 0.5522, loss_cls: 3.2295, loss: 3.2295, grad_norm: 1.9092 2021-01-19 07:41:28,654 - mmaction - INFO - Epoch [17][2120/2147] lr: 1.089e-01, eta: 10 days, 0:11:26, time: 1.453, data_time: 0.004, memory: 16628, top1_acc: 0.2969, top5_acc: 0.5576, loss_cls: 3.1942, loss: 3.1942, grad_norm: 1.8704 2021-01-19 07:42:03,265 - mmaction - INFO - Epoch [17][2140/2147] lr: 1.089e-01, eta: 10 days, 0:11:05, time: 1.730, data_time: 0.006, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5576, loss_cls: 3.2149, loss: 3.2149, grad_norm: 1.9379 2021-01-19 07:46:33,144 - mmaction - INFO - Epoch [18][20/2147] lr: 1.089e-01, eta: 10 days, 0:56:58, time: 12.234, data_time: 10.534, memory: 16628, top1_acc: 0.2924, top5_acc: 0.5437, loss_cls: 3.2360, loss: 3.2360, grad_norm: 1.8654 2021-01-19 07:47:08,109 - mmaction - INFO - Epoch [18][40/2147] lr: 1.089e-01, eta: 10 days, 0:56:41, time: 1.748, data_time: 0.009, memory: 16628, top1_acc: 0.3018, top5_acc: 0.5518, loss_cls: 3.2345, loss: 3.2345, grad_norm: 1.8701 2021-01-19 07:47:39,522 - mmaction - INFO - Epoch [18][60/2147] lr: 1.090e-01, eta: 10 days, 0:55:34, time: 1.573, data_time: 0.016, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5665, loss_cls: 3.2030, loss: 3.2030, grad_norm: 1.8779 2021-01-19 07:48:08,449 - mmaction - INFO - Epoch [18][80/2147] lr: 1.090e-01, eta: 10 days, 0:53:52, time: 1.446, data_time: 0.005, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5549, loss_cls: 3.2104, loss: 3.2104, grad_norm: 1.8827 2021-01-19 07:48:39,203 - mmaction - INFO - Epoch [18][100/2147] lr: 1.090e-01, eta: 10 days, 0:52:35, time: 1.537, data_time: 0.004, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5679, loss_cls: 3.1308, loss: 3.1308, grad_norm: 1.9155 2021-01-19 07:49:09,705 - mmaction - INFO - Epoch [18][120/2147] lr: 1.091e-01, eta: 10 days, 0:51:15, time: 1.526, data_time: 0.004, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5638, loss_cls: 3.1417, loss: 3.1417, grad_norm: 1.9215 2021-01-19 07:49:38,783 - mmaction - INFO - Epoch [18][140/2147] lr: 1.091e-01, eta: 10 days, 0:49:35, time: 1.453, data_time: 0.004, memory: 16628, top1_acc: 0.3013, top5_acc: 0.5518, loss_cls: 3.2312, loss: 3.2312, grad_norm: 1.9095 2021-01-19 07:50:11,656 - mmaction - INFO - Epoch [18][160/2147] lr: 1.092e-01, eta: 10 days, 0:48:48, time: 1.643, data_time: 0.003, memory: 16628, top1_acc: 0.2982, top5_acc: 0.5545, loss_cls: 3.2485, loss: 3.2485, grad_norm: 1.8778 2021-01-19 07:50:42,237 - mmaction - INFO - Epoch [18][180/2147] lr: 1.092e-01, eta: 10 days, 0:47:28, time: 1.526, data_time: 0.006, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5576, loss_cls: 3.2036, loss: 3.2036, grad_norm: 1.8829 2021-01-19 07:51:12,829 - mmaction - INFO - Epoch [18][200/2147] lr: 1.093e-01, eta: 10 days, 0:46:10, time: 1.532, data_time: 0.007, memory: 16628, top1_acc: 0.2915, top5_acc: 0.5554, loss_cls: 3.3064, loss: 3.3064, grad_norm: 1.8849 2021-01-19 07:51:45,766 - mmaction - INFO - Epoch [18][220/2147] lr: 1.093e-01, eta: 10 days, 0:45:25, time: 1.649, data_time: 0.006, memory: 16628, top1_acc: 0.2911, top5_acc: 0.5527, loss_cls: 3.2588, loss: 3.2588, grad_norm: 1.8438 2021-01-19 07:52:15,458 - mmaction - INFO - Epoch [18][240/2147] lr: 1.094e-01, eta: 10 days, 0:43:52, time: 1.477, data_time: 0.003, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5549, loss_cls: 3.2034, loss: 3.2034, grad_norm: 1.8281 2021-01-19 07:52:47,889 - mmaction - INFO - Epoch [18][260/2147] lr: 1.094e-01, eta: 10 days, 0:43:01, time: 1.629, data_time: 0.010, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5732, loss_cls: 3.1061, loss: 3.1061, grad_norm: 1.8853 2021-01-19 07:53:17,962 - mmaction - INFO - Epoch [18][280/2147] lr: 1.095e-01, eta: 10 days, 0:41:35, time: 1.503, data_time: 0.002, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5625, loss_cls: 3.2142, loss: 3.2142, grad_norm: 1.9206 2021-01-19 07:53:48,611 - mmaction - INFO - Epoch [18][300/2147] lr: 1.095e-01, eta: 10 days, 0:40:18, time: 1.533, data_time: 0.005, memory: 16628, top1_acc: 0.2929, top5_acc: 0.5567, loss_cls: 3.1846, loss: 3.1846, grad_norm: 1.9165 2021-01-19 07:54:20,068 - mmaction - INFO - Epoch [18][320/2147] lr: 1.096e-01, eta: 10 days, 0:39:11, time: 1.572, data_time: 0.007, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5768, loss_cls: 3.1567, loss: 3.1567, grad_norm: 1.9006 2021-01-19 07:54:50,659 - mmaction - INFO - Epoch [18][340/2147] lr: 1.096e-01, eta: 10 days, 0:37:52, time: 1.528, data_time: 0.005, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5638, loss_cls: 3.1637, loss: 3.1637, grad_norm: 1.8451 2021-01-19 07:55:25,089 - mmaction - INFO - Epoch [18][360/2147] lr: 1.097e-01, eta: 10 days, 0:37:25, time: 1.714, data_time: 0.008, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5527, loss_cls: 3.2404, loss: 3.2404, grad_norm: 1.8770 2021-01-19 07:55:54,254 - mmaction - INFO - Epoch [18][380/2147] lr: 1.097e-01, eta: 10 days, 0:35:49, time: 1.466, data_time: 0.016, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5674, loss_cls: 3.1576, loss: 3.1576, grad_norm: 1.9291 2021-01-19 07:56:23,044 - mmaction - INFO - Epoch [18][400/2147] lr: 1.098e-01, eta: 10 days, 0:34:07, time: 1.443, data_time: 0.006, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5728, loss_cls: 3.1671, loss: 3.1671, grad_norm: 1.8881 2021-01-19 07:56:53,504 - mmaction - INFO - Epoch [18][420/2147] lr: 1.098e-01, eta: 10 days, 0:32:47, time: 1.522, data_time: 0.005, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5634, loss_cls: 3.2121, loss: 3.2121, grad_norm: 1.8837 2021-01-19 07:57:23,260 - mmaction - INFO - Epoch [18][440/2147] lr: 1.099e-01, eta: 10 days, 0:31:16, time: 1.483, data_time: 0.003, memory: 16628, top1_acc: 0.2978, top5_acc: 0.5652, loss_cls: 3.1800, loss: 3.1800, grad_norm: 1.9147 2021-01-19 07:57:54,392 - mmaction - INFO - Epoch [18][460/2147] lr: 1.099e-01, eta: 10 days, 0:30:04, time: 1.550, data_time: 0.011, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5607, loss_cls: 3.1946, loss: 3.1946, grad_norm: 1.9006 2021-01-19 07:58:24,599 - mmaction - INFO - Epoch [18][480/2147] lr: 1.100e-01, eta: 10 days, 0:28:43, time: 1.519, data_time: 0.015, memory: 16628, top1_acc: 0.2906, top5_acc: 0.5576, loss_cls: 3.2473, loss: 3.2473, grad_norm: 1.9182 2021-01-19 07:58:53,738 - mmaction - INFO - Epoch [18][500/2147] lr: 1.100e-01, eta: 10 days, 0:27:06, time: 1.460, data_time: 0.007, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5616, loss_cls: 3.1326, loss: 3.1326, grad_norm: 1.8691 2021-01-19 07:59:24,739 - mmaction - INFO - Epoch [18][520/2147] lr: 1.101e-01, eta: 10 days, 0:25:54, time: 1.549, data_time: 0.001, memory: 16628, top1_acc: 0.2906, top5_acc: 0.5621, loss_cls: 3.2237, loss: 3.2237, grad_norm: 1.8913 2021-01-19 07:59:53,725 - mmaction - INFO - Epoch [18][540/2147] lr: 1.101e-01, eta: 10 days, 0:24:13, time: 1.448, data_time: 0.004, memory: 16628, top1_acc: 0.2915, top5_acc: 0.5366, loss_cls: 3.3157, loss: 3.3157, grad_norm: 1.9096 2021-01-19 08:00:22,152 - mmaction - INFO - Epoch [18][560/2147] lr: 1.102e-01, eta: 10 days, 0:22:26, time: 1.421, data_time: 0.004, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5549, loss_cls: 3.1870, loss: 3.1870, grad_norm: 1.8293 2021-01-19 08:00:52,405 - mmaction - INFO - Epoch [18][580/2147] lr: 1.102e-01, eta: 10 days, 0:21:03, time: 1.513, data_time: 0.012, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5513, loss_cls: 3.2402, loss: 3.2402, grad_norm: 1.8889 2021-01-19 08:01:21,913 - mmaction - INFO - Epoch [18][600/2147] lr: 1.103e-01, eta: 10 days, 0:19:31, time: 1.475, data_time: 0.039, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5469, loss_cls: 3.2525, loss: 3.2525, grad_norm: 1.8435 2021-01-19 08:01:57,203 - mmaction - INFO - Epoch [18][620/2147] lr: 1.103e-01, eta: 10 days, 0:19:19, time: 1.766, data_time: 0.008, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5504, loss_cls: 3.2095, loss: 3.2095, grad_norm: 1.9188 2021-01-19 08:02:26,254 - mmaction - INFO - Epoch [18][640/2147] lr: 1.104e-01, eta: 10 days, 0:17:39, time: 1.451, data_time: 0.002, memory: 16628, top1_acc: 0.3018, top5_acc: 0.5540, loss_cls: 3.2193, loss: 3.2193, grad_norm: 1.8823 2021-01-19 08:02:55,140 - mmaction - INFO - Epoch [18][660/2147] lr: 1.104e-01, eta: 10 days, 0:15:59, time: 1.445, data_time: 0.009, memory: 16628, top1_acc: 0.2871, top5_acc: 0.5504, loss_cls: 3.2811, loss: 3.2811, grad_norm: 1.8671 2021-01-19 08:03:23,750 - mmaction - INFO - Epoch [18][680/2147] lr: 1.105e-01, eta: 10 days, 0:14:14, time: 1.429, data_time: 0.003, memory: 16628, top1_acc: 0.2915, top5_acc: 0.5446, loss_cls: 3.2285, loss: 3.2285, grad_norm: 1.8255 2021-01-19 08:03:52,496 - mmaction - INFO - Epoch [18][700/2147] lr: 1.105e-01, eta: 10 days, 0:12:31, time: 1.439, data_time: 0.007, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5679, loss_cls: 3.2092, loss: 3.2092, grad_norm: 1.9096 2021-01-19 08:04:23,229 - mmaction - INFO - Epoch [18][720/2147] lr: 1.106e-01, eta: 10 days, 0:11:16, time: 1.538, data_time: 0.003, memory: 16628, top1_acc: 0.2955, top5_acc: 0.5464, loss_cls: 3.2634, loss: 3.2634, grad_norm: 1.8656 2021-01-19 08:04:51,623 - mmaction - INFO - Epoch [18][740/2147] lr: 1.106e-01, eta: 10 days, 0:09:29, time: 1.419, data_time: 0.002, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5522, loss_cls: 3.2417, loss: 3.2417, grad_norm: 1.8809 2021-01-19 08:05:20,230 - mmaction - INFO - Epoch [18][760/2147] lr: 1.107e-01, eta: 10 days, 0:07:44, time: 1.428, data_time: 0.004, memory: 16628, top1_acc: 0.2871, top5_acc: 0.5455, loss_cls: 3.2740, loss: 3.2740, grad_norm: 1.8093 2021-01-19 08:05:50,300 - mmaction - INFO - Epoch [18][780/2147] lr: 1.107e-01, eta: 10 days, 0:06:20, time: 1.506, data_time: 0.008, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5496, loss_cls: 3.2083, loss: 3.2083, grad_norm: 1.8316 2021-01-19 08:06:19,231 - mmaction - INFO - Epoch [18][800/2147] lr: 1.108e-01, eta: 10 days, 0:04:40, time: 1.445, data_time: 0.002, memory: 16628, top1_acc: 0.3004, top5_acc: 0.5558, loss_cls: 3.2189, loss: 3.2189, grad_norm: 1.8724 2021-01-19 08:06:49,697 - mmaction - INFO - Epoch [18][820/2147] lr: 1.108e-01, eta: 10 days, 0:03:21, time: 1.521, data_time: 0.006, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5518, loss_cls: 3.2179, loss: 3.2179, grad_norm: 1.9102 2021-01-19 08:07:18,230 - mmaction - INFO - Epoch [18][840/2147] lr: 1.109e-01, eta: 10 days, 0:01:36, time: 1.429, data_time: 0.006, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5571, loss_cls: 3.2172, loss: 3.2172, grad_norm: 1.8971 2021-01-19 08:07:50,404 - mmaction - INFO - Epoch [18][860/2147] lr: 1.109e-01, eta: 10 days, 0:00:41, time: 1.608, data_time: 0.005, memory: 16628, top1_acc: 0.2964, top5_acc: 0.5496, loss_cls: 3.2200, loss: 3.2200, grad_norm: 1.8798 2021-01-19 08:08:22,011 - mmaction - INFO - Epoch [18][880/2147] lr: 1.110e-01, eta: 9 days, 23:59:37, time: 1.575, data_time: 0.005, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5312, loss_cls: 3.2790, loss: 3.2790, grad_norm: 1.8755 2021-01-19 08:08:53,389 - mmaction - INFO - Epoch [18][900/2147] lr: 1.110e-01, eta: 9 days, 23:58:32, time: 1.573, data_time: 0.009, memory: 16628, top1_acc: 0.2826, top5_acc: 0.5563, loss_cls: 3.2308, loss: 3.2308, grad_norm: 1.8487 2021-01-19 08:09:21,824 - mmaction - INFO - Epoch [18][920/2147] lr: 1.110e-01, eta: 9 days, 23:56:46, time: 1.423, data_time: 0.005, memory: 16628, top1_acc: 0.2799, top5_acc: 0.5397, loss_cls: 3.3021, loss: 3.3021, grad_norm: 1.8584 2021-01-19 08:09:51,490 - mmaction - INFO - Epoch [18][940/2147] lr: 1.111e-01, eta: 9 days, 23:55:17, time: 1.485, data_time: 0.006, memory: 16628, top1_acc: 0.2888, top5_acc: 0.5594, loss_cls: 3.2580, loss: 3.2580, grad_norm: 1.8757 2021-01-19 08:10:25,268 - mmaction - INFO - Epoch [18][960/2147] lr: 1.111e-01, eta: 9 days, 23:54:43, time: 1.687, data_time: 0.003, memory: 16628, top1_acc: 0.2924, top5_acc: 0.5388, loss_cls: 3.3033, loss: 3.3033, grad_norm: 1.8478 2021-01-19 08:10:54,738 - mmaction - INFO - Epoch [18][980/2147] lr: 1.112e-01, eta: 9 days, 23:53:11, time: 1.474, data_time: 0.005, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5487, loss_cls: 3.2280, loss: 3.2280, grad_norm: 1.8441 2021-01-19 08:11:23,666 - mmaction - INFO - Epoch [18][1000/2147] lr: 1.112e-01, eta: 9 days, 23:51:32, time: 1.448, data_time: 0.006, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5746, loss_cls: 3.1280, loss: 3.1280, grad_norm: 1.9174 2021-01-19 08:11:56,059 - mmaction - INFO - Epoch [18][1020/2147] lr: 1.113e-01, eta: 9 days, 23:50:38, time: 1.611, data_time: 0.009, memory: 16628, top1_acc: 0.2960, top5_acc: 0.5455, loss_cls: 3.2896, loss: 3.2896, grad_norm: 1.8898 2021-01-19 08:12:25,585 - mmaction - INFO - Epoch [18][1040/2147] lr: 1.113e-01, eta: 9 days, 23:49:09, time: 1.484, data_time: 0.016, memory: 16628, top1_acc: 0.2955, top5_acc: 0.5339, loss_cls: 3.3038, loss: 3.3038, grad_norm: 1.8434 2021-01-19 08:12:54,425 - mmaction - INFO - Epoch [18][1060/2147] lr: 1.114e-01, eta: 9 days, 23:47:30, time: 1.445, data_time: 0.004, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5518, loss_cls: 3.2133, loss: 3.2133, grad_norm: 1.8158 2021-01-19 08:13:29,391 - mmaction - INFO - Epoch [18][1080/2147] lr: 1.114e-01, eta: 9 days, 23:47:13, time: 1.748, data_time: 0.003, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5531, loss_cls: 3.2423, loss: 3.2423, grad_norm: 1.8888 2021-01-19 08:13:59,409 - mmaction - INFO - Epoch [18][1100/2147] lr: 1.115e-01, eta: 9 days, 23:45:48, time: 1.496, data_time: 0.006, memory: 16628, top1_acc: 0.2853, top5_acc: 0.5366, loss_cls: 3.3025, loss: 3.3025, grad_norm: 1.9343 2021-01-19 08:14:29,994 - mmaction - INFO - Epoch [18][1120/2147] lr: 1.115e-01, eta: 9 days, 23:44:32, time: 1.530, data_time: 0.008, memory: 16628, top1_acc: 0.2955, top5_acc: 0.5460, loss_cls: 3.2299, loss: 3.2299, grad_norm: 1.8796 2021-01-19 08:15:00,191 - mmaction - INFO - Epoch [18][1140/2147] lr: 1.116e-01, eta: 9 days, 23:43:11, time: 1.512, data_time: 0.006, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5563, loss_cls: 3.1776, loss: 3.1776, grad_norm: 1.8816 2021-01-19 08:15:30,883 - mmaction - INFO - Epoch [18][1160/2147] lr: 1.116e-01, eta: 9 days, 23:41:56, time: 1.535, data_time: 0.004, memory: 16628, top1_acc: 0.3000, top5_acc: 0.5487, loss_cls: 3.1944, loss: 3.1944, grad_norm: 1.8808 2021-01-19 08:16:02,388 - mmaction - INFO - Epoch [18][1180/2147] lr: 1.117e-01, eta: 9 days, 23:40:52, time: 1.575, data_time: 0.004, memory: 16628, top1_acc: 0.2897, top5_acc: 0.5540, loss_cls: 3.2348, loss: 3.2348, grad_norm: 1.9000 2021-01-19 08:16:31,425 - mmaction - INFO - Epoch [18][1200/2147] lr: 1.117e-01, eta: 9 days, 23:39:15, time: 1.450, data_time: 0.004, memory: 16628, top1_acc: 0.2795, top5_acc: 0.5250, loss_cls: 3.3322, loss: 3.3322, grad_norm: 1.8788 2021-01-19 08:17:04,387 - mmaction - INFO - Epoch [18][1220/2147] lr: 1.118e-01, eta: 9 days, 23:38:31, time: 1.649, data_time: 0.005, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5674, loss_cls: 3.2141, loss: 3.2141, grad_norm: 1.8876 2021-01-19 08:17:36,645 - mmaction - INFO - Epoch [18][1240/2147] lr: 1.118e-01, eta: 9 days, 23:37:37, time: 1.611, data_time: 0.004, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5696, loss_cls: 3.1939, loss: 3.1939, grad_norm: 1.8786 2021-01-19 08:18:06,099 - mmaction - INFO - Epoch [18][1260/2147] lr: 1.119e-01, eta: 9 days, 23:36:07, time: 1.474, data_time: 0.009, memory: 16628, top1_acc: 0.2888, top5_acc: 0.5496, loss_cls: 3.2653, loss: 3.2653, grad_norm: 1.8898 2021-01-19 08:18:38,757 - mmaction - INFO - Epoch [18][1280/2147] lr: 1.119e-01, eta: 9 days, 23:35:17, time: 1.627, data_time: 0.004, memory: 16628, top1_acc: 0.2884, top5_acc: 0.5317, loss_cls: 3.3151, loss: 3.3151, grad_norm: 1.8560 2021-01-19 08:19:11,722 - mmaction - INFO - Epoch [18][1300/2147] lr: 1.120e-01, eta: 9 days, 23:34:34, time: 1.650, data_time: 0.013, memory: 16628, top1_acc: 0.2964, top5_acc: 0.5647, loss_cls: 3.2564, loss: 3.2564, grad_norm: 1.8616 2021-01-19 08:19:40,537 - mmaction - INFO - Epoch [18][1320/2147] lr: 1.120e-01, eta: 9 days, 23:32:56, time: 1.446, data_time: 0.009, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5629, loss_cls: 3.1785, loss: 3.1785, grad_norm: 1.9012 2021-01-19 08:20:10,189 - mmaction - INFO - Epoch [18][1340/2147] lr: 1.121e-01, eta: 9 days, 23:31:26, time: 1.479, data_time: 0.006, memory: 16628, top1_acc: 0.2991, top5_acc: 0.5504, loss_cls: 3.2258, loss: 3.2258, grad_norm: 1.8669 2021-01-19 08:20:39,314 - mmaction - INFO - Epoch [18][1360/2147] lr: 1.121e-01, eta: 9 days, 23:29:52, time: 1.461, data_time: 0.008, memory: 16628, top1_acc: 0.2906, top5_acc: 0.5638, loss_cls: 3.2069, loss: 3.2069, grad_norm: 1.8917 2021-01-19 08:21:10,652 - mmaction - INFO - Epoch [18][1380/2147] lr: 1.122e-01, eta: 9 days, 23:28:43, time: 1.555, data_time: 0.002, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5629, loss_cls: 3.2026, loss: 3.2026, grad_norm: 1.8548 2021-01-19 08:21:41,111 - mmaction - INFO - Epoch [18][1400/2147] lr: 1.122e-01, eta: 9 days, 23:27:13, time: 1.474, data_time: 0.013, memory: 16628, top1_acc: 0.3004, top5_acc: 0.5580, loss_cls: 3.1804, loss: 3.1804, grad_norm: 1.8697 2021-01-19 08:22:11,950 - mmaction - INFO - Epoch [18][1420/2147] lr: 1.123e-01, eta: 9 days, 23:26:16, time: 1.598, data_time: 0.064, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5598, loss_cls: 3.2287, loss: 3.2287, grad_norm: 1.8269 2021-01-19 08:22:41,807 - mmaction - INFO - Epoch [18][1440/2147] lr: 1.123e-01, eta: 9 days, 23:24:50, time: 1.490, data_time: 0.010, memory: 16628, top1_acc: 0.2826, top5_acc: 0.5424, loss_cls: 3.2669, loss: 3.2669, grad_norm: 1.8862 2021-01-19 08:23:14,634 - mmaction - INFO - Epoch [18][1460/2147] lr: 1.124e-01, eta: 9 days, 23:24:05, time: 1.642, data_time: 0.008, memory: 16628, top1_acc: 0.2942, top5_acc: 0.5598, loss_cls: 3.2101, loss: 3.2101, grad_norm: 1.8251 2021-01-19 08:23:44,714 - mmaction - INFO - Epoch [18][1480/2147] lr: 1.124e-01, eta: 9 days, 23:22:40, time: 1.495, data_time: 0.006, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5714, loss_cls: 3.1390, loss: 3.1390, grad_norm: 1.8104 2021-01-19 08:24:17,511 - mmaction - INFO - Epoch [18][1500/2147] lr: 1.125e-01, eta: 9 days, 23:21:56, time: 1.647, data_time: 0.018, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5549, loss_cls: 3.2073, loss: 3.2073, grad_norm: 1.8883 2021-01-19 08:24:46,894 - mmaction - INFO - Epoch [18][1520/2147] lr: 1.125e-01, eta: 9 days, 23:20:26, time: 1.474, data_time: 0.009, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5634, loss_cls: 3.1862, loss: 3.1862, grad_norm: 1.8803 2021-01-19 08:25:16,113 - mmaction - INFO - Epoch [18][1540/2147] lr: 1.126e-01, eta: 9 days, 23:18:53, time: 1.464, data_time: 0.004, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5549, loss_cls: 3.2097, loss: 3.2097, grad_norm: 1.8867 2021-01-19 08:25:47,277 - mmaction - INFO - Epoch [18][1560/2147] lr: 1.126e-01, eta: 9 days, 23:17:44, time: 1.552, data_time: 0.006, memory: 16628, top1_acc: 0.2879, top5_acc: 0.5549, loss_cls: 3.2748, loss: 3.2748, grad_norm: 1.8736 2021-01-19 08:26:16,499 - mmaction - INFO - Epoch [18][1580/2147] lr: 1.127e-01, eta: 9 days, 23:16:11, time: 1.466, data_time: 0.009, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5567, loss_cls: 3.2451, loss: 3.2451, grad_norm: 1.8535 2021-01-19 08:26:48,037 - mmaction - INFO - Epoch [18][1600/2147] lr: 1.127e-01, eta: 9 days, 23:15:09, time: 1.578, data_time: 0.003, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5719, loss_cls: 3.1747, loss: 3.1747, grad_norm: 1.9019 2021-01-19 08:27:16,609 - mmaction - INFO - Epoch [18][1620/2147] lr: 1.128e-01, eta: 9 days, 23:13:27, time: 1.428, data_time: 0.005, memory: 16628, top1_acc: 0.2799, top5_acc: 0.5384, loss_cls: 3.2960, loss: 3.2960, grad_norm: 1.9264 2021-01-19 08:27:46,911 - mmaction - INFO - Epoch [18][1640/2147] lr: 1.128e-01, eta: 9 days, 23:12:08, time: 1.515, data_time: 0.005, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5621, loss_cls: 3.2236, loss: 3.2236, grad_norm: 1.8433 2021-01-19 08:28:16,572 - mmaction - INFO - Epoch [18][1660/2147] lr: 1.129e-01, eta: 9 days, 23:10:40, time: 1.480, data_time: 0.004, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5469, loss_cls: 3.2073, loss: 3.2073, grad_norm: 1.8706 2021-01-19 08:28:45,289 - mmaction - INFO - Epoch [18][1680/2147] lr: 1.129e-01, eta: 9 days, 23:09:00, time: 1.437, data_time: 0.006, memory: 16628, top1_acc: 0.2754, top5_acc: 0.5397, loss_cls: 3.3030, loss: 3.3030, grad_norm: 1.8835 2021-01-19 08:29:14,518 - mmaction - INFO - Epoch [18][1700/2147] lr: 1.130e-01, eta: 9 days, 23:07:27, time: 1.461, data_time: 0.005, memory: 16628, top1_acc: 0.2960, top5_acc: 0.5567, loss_cls: 3.2631, loss: 3.2631, grad_norm: 1.8816 2021-01-19 08:29:43,986 - mmaction - INFO - Epoch [18][1720/2147] lr: 1.130e-01, eta: 9 days, 23:05:48, time: 1.437, data_time: 0.008, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5638, loss_cls: 3.2029, loss: 3.2029, grad_norm: 1.8553 2021-01-19 08:30:15,986 - mmaction - INFO - Epoch [18][1740/2147] lr: 1.130e-01, eta: 9 days, 23:05:02, time: 1.637, data_time: 0.044, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5629, loss_cls: 3.1939, loss: 3.1939, grad_norm: 1.8716 2021-01-19 08:30:45,215 - mmaction - INFO - Epoch [18][1760/2147] lr: 1.131e-01, eta: 9 days, 23:03:29, time: 1.463, data_time: 0.010, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5674, loss_cls: 3.2062, loss: 3.2062, grad_norm: 1.8768 2021-01-19 08:31:15,615 - mmaction - INFO - Epoch [18][1780/2147] lr: 1.131e-01, eta: 9 days, 23:02:12, time: 1.518, data_time: 0.002, memory: 16628, top1_acc: 0.2978, top5_acc: 0.5473, loss_cls: 3.2810, loss: 3.2810, grad_norm: 1.8795 2021-01-19 08:31:55,268 - mmaction - INFO - Epoch [18][1800/2147] lr: 1.132e-01, eta: 9 days, 23:02:58, time: 1.984, data_time: 0.004, memory: 16628, top1_acc: 0.2888, top5_acc: 0.5424, loss_cls: 3.2631, loss: 3.2631, grad_norm: 1.8552 2021-01-19 08:32:26,566 - mmaction - INFO - Epoch [18][1820/2147] lr: 1.132e-01, eta: 9 days, 23:01:51, time: 1.558, data_time: 0.005, memory: 16628, top1_acc: 0.2937, top5_acc: 0.5451, loss_cls: 3.2399, loss: 3.2399, grad_norm: 1.8837 2021-01-19 08:32:54,983 - mmaction - INFO - Epoch [18][1840/2147] lr: 1.133e-01, eta: 9 days, 23:00:10, time: 1.427, data_time: 0.009, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5589, loss_cls: 3.1864, loss: 3.1864, grad_norm: 1.8817 2021-01-19 08:33:26,912 - mmaction - INFO - Epoch [18][1860/2147] lr: 1.133e-01, eta: 9 days, 22:59:10, time: 1.584, data_time: 0.002, memory: 16628, top1_acc: 0.2991, top5_acc: 0.5496, loss_cls: 3.2659, loss: 3.2659, grad_norm: 1.8471 2021-01-19 08:33:57,905 - mmaction - INFO - Epoch [18][1880/2147] lr: 1.134e-01, eta: 9 days, 22:58:03, time: 1.559, data_time: 0.015, memory: 16628, top1_acc: 0.2839, top5_acc: 0.5424, loss_cls: 3.2780, loss: 3.2780, grad_norm: 1.8203 2021-01-19 08:34:29,522 - mmaction - INFO - Epoch [18][1900/2147] lr: 1.134e-01, eta: 9 days, 22:57:01, time: 1.576, data_time: 0.010, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5759, loss_cls: 3.1437, loss: 3.1437, grad_norm: 1.8644 2021-01-19 08:34:59,233 - mmaction - INFO - Epoch [18][1920/2147] lr: 1.135e-01, eta: 9 days, 22:55:35, time: 1.487, data_time: 0.009, memory: 16628, top1_acc: 0.2991, top5_acc: 0.5594, loss_cls: 3.2250, loss: 3.2250, grad_norm: 1.8921 2021-01-19 08:35:27,895 - mmaction - INFO - Epoch [18][1940/2147] lr: 1.135e-01, eta: 9 days, 22:53:56, time: 1.436, data_time: 0.011, memory: 16628, top1_acc: 0.2737, top5_acc: 0.5362, loss_cls: 3.3157, loss: 3.3157, grad_norm: 1.8812 2021-01-19 08:35:56,728 - mmaction - INFO - Epoch [18][1960/2147] lr: 1.136e-01, eta: 9 days, 22:52:19, time: 1.444, data_time: 0.006, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5625, loss_cls: 3.1830, loss: 3.1830, grad_norm: 1.8336 2021-01-19 08:36:27,561 - mmaction - INFO - Epoch [18][1980/2147] lr: 1.136e-01, eta: 9 days, 22:51:08, time: 1.543, data_time: 0.005, memory: 16628, top1_acc: 0.2942, top5_acc: 0.5473, loss_cls: 3.2740, loss: 3.2740, grad_norm: 1.8633 2021-01-19 08:37:08,880 - mmaction - INFO - Epoch [18][2000/2147] lr: 1.137e-01, eta: 9 days, 22:52:16, time: 2.063, data_time: 0.001, memory: 16628, top1_acc: 0.2978, top5_acc: 0.5460, loss_cls: 3.2376, loss: 3.2376, grad_norm: 1.8179 2021-01-19 08:37:37,496 - mmaction - INFO - Epoch [18][2020/2147] lr: 1.137e-01, eta: 9 days, 22:50:36, time: 1.434, data_time: 0.007, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5754, loss_cls: 3.1292, loss: 3.1292, grad_norm: 1.8282 2021-01-19 08:38:07,389 - mmaction - INFO - Epoch [18][2040/2147] lr: 1.138e-01, eta: 9 days, 22:49:11, time: 1.487, data_time: 0.005, memory: 16628, top1_acc: 0.2933, top5_acc: 0.5415, loss_cls: 3.2629, loss: 3.2629, grad_norm: 1.8797 2021-01-19 08:38:37,710 - mmaction - INFO - Epoch [18][2060/2147] lr: 1.138e-01, eta: 9 days, 22:47:53, time: 1.517, data_time: 0.012, memory: 16628, top1_acc: 0.2978, top5_acc: 0.5446, loss_cls: 3.2431, loss: 3.2431, grad_norm: 1.8230 2021-01-19 08:39:09,380 - mmaction - INFO - Epoch [18][2080/2147] lr: 1.139e-01, eta: 9 days, 22:46:53, time: 1.581, data_time: 0.013, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5661, loss_cls: 3.1505, loss: 3.1505, grad_norm: 1.8067 2021-01-19 08:39:38,247 - mmaction - INFO - Epoch [18][2100/2147] lr: 1.139e-01, eta: 9 days, 22:45:18, time: 1.451, data_time: 0.015, memory: 16628, top1_acc: 0.3013, top5_acc: 0.5567, loss_cls: 3.2045, loss: 3.2045, grad_norm: 1.9017 2021-01-19 08:40:10,172 - mmaction - INFO - Epoch [18][2120/2147] lr: 1.140e-01, eta: 9 days, 22:44:18, time: 1.584, data_time: 0.008, memory: 16628, top1_acc: 0.2768, top5_acc: 0.5375, loss_cls: 3.3217, loss: 3.3217, grad_norm: 1.8936 2021-01-19 08:40:41,307 - mmaction - INFO - Epoch [18][2140/2147] lr: 1.140e-01, eta: 9 days, 22:43:15, time: 1.568, data_time: 0.022, memory: 16628, top1_acc: 0.2982, top5_acc: 0.5500, loss_cls: 3.2527, loss: 3.2527, grad_norm: 1.8207 2021-01-19 08:45:15,834 - mmaction - INFO - Epoch [19][20/2147] lr: 1.139e-01, eta: 9 days, 23:27:38, time: 12.521, data_time: 10.886, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5500, loss_cls: 3.1849, loss: 3.1849, grad_norm: 1.8681 2021-01-19 08:45:46,553 - mmaction - INFO - Epoch [19][40/2147] lr: 1.140e-01, eta: 9 days, 23:26:24, time: 1.532, data_time: 0.010, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5799, loss_cls: 3.1486, loss: 3.1486, grad_norm: 1.8885 2021-01-19 08:46:17,336 - mmaction - INFO - Epoch [19][60/2147] lr: 1.140e-01, eta: 9 days, 23:25:11, time: 1.540, data_time: 0.009, memory: 16628, top1_acc: 0.3000, top5_acc: 0.5527, loss_cls: 3.2243, loss: 3.2243, grad_norm: 1.9015 2021-01-19 08:46:46,849 - mmaction - INFO - Epoch [19][80/2147] lr: 1.141e-01, eta: 9 days, 23:23:43, time: 1.480, data_time: 0.010, memory: 16628, top1_acc: 0.2991, top5_acc: 0.5540, loss_cls: 3.2350, loss: 3.2350, grad_norm: 1.8427 2021-01-19 08:47:18,556 - mmaction - INFO - Epoch [19][100/2147] lr: 1.141e-01, eta: 9 days, 23:22:42, time: 1.584, data_time: 0.002, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5455, loss_cls: 3.2292, loss: 3.2292, grad_norm: 1.8869 2021-01-19 08:47:50,501 - mmaction - INFO - Epoch [19][120/2147] lr: 1.142e-01, eta: 9 days, 23:21:45, time: 1.597, data_time: 0.006, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5862, loss_cls: 3.0968, loss: 3.0968, grad_norm: 1.8822 2021-01-19 08:48:20,666 - mmaction - INFO - Epoch [19][140/2147] lr: 1.142e-01, eta: 9 days, 23:20:24, time: 1.509, data_time: 0.004, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5710, loss_cls: 3.1671, loss: 3.1671, grad_norm: 1.8816 2021-01-19 08:48:52,659 - mmaction - INFO - Epoch [19][160/2147] lr: 1.143e-01, eta: 9 days, 23:19:27, time: 1.597, data_time: 0.004, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5509, loss_cls: 3.2524, loss: 3.2524, grad_norm: 1.9135 2021-01-19 08:49:22,518 - mmaction - INFO - Epoch [19][180/2147] lr: 1.143e-01, eta: 9 days, 23:18:03, time: 1.496, data_time: 0.005, memory: 16628, top1_acc: 0.2991, top5_acc: 0.5473, loss_cls: 3.2271, loss: 3.2271, grad_norm: 1.8329 2021-01-19 08:49:51,170 - mmaction - INFO - Epoch [19][200/2147] lr: 1.144e-01, eta: 9 days, 23:16:23, time: 1.433, data_time: 0.003, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5679, loss_cls: 3.1888, loss: 3.1888, grad_norm: 1.8641 2021-01-19 08:50:21,043 - mmaction - INFO - Epoch [19][220/2147] lr: 1.144e-01, eta: 9 days, 23:14:57, time: 1.488, data_time: 0.002, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5683, loss_cls: 3.1323, loss: 3.1323, grad_norm: 1.8240 2021-01-19 08:50:49,964 - mmaction - INFO - Epoch [19][240/2147] lr: 1.145e-01, eta: 9 days, 23:13:21, time: 1.451, data_time: 0.011, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5732, loss_cls: 3.1449, loss: 3.1449, grad_norm: 1.9301 2021-01-19 08:51:18,775 - mmaction - INFO - Epoch [19][260/2147] lr: 1.145e-01, eta: 9 days, 23:11:43, time: 1.441, data_time: 0.004, memory: 16628, top1_acc: 0.2991, top5_acc: 0.5500, loss_cls: 3.2559, loss: 3.2559, grad_norm: 1.8981 2021-01-19 08:51:56,613 - mmaction - INFO - Epoch [19][280/2147] lr: 1.146e-01, eta: 9 days, 23:12:03, time: 1.891, data_time: 0.004, memory: 16628, top1_acc: 0.3000, top5_acc: 0.5496, loss_cls: 3.2055, loss: 3.2055, grad_norm: 1.8855 2021-01-19 08:52:28,126 - mmaction - INFO - Epoch [19][300/2147] lr: 1.146e-01, eta: 9 days, 23:10:59, time: 1.569, data_time: 0.005, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5513, loss_cls: 3.2443, loss: 3.2443, grad_norm: 1.8359 2021-01-19 08:52:56,884 - mmaction - INFO - Epoch [19][320/2147] lr: 1.147e-01, eta: 9 days, 23:09:22, time: 1.445, data_time: 0.016, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5634, loss_cls: 3.1951, loss: 3.1951, grad_norm: 1.8560 2021-01-19 08:53:27,244 - mmaction - INFO - Epoch [19][340/2147] lr: 1.147e-01, eta: 9 days, 23:08:04, time: 1.517, data_time: 0.002, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5723, loss_cls: 3.1173, loss: 3.1173, grad_norm: 1.8275 2021-01-19 08:53:56,362 - mmaction - INFO - Epoch [19][360/2147] lr: 1.148e-01, eta: 9 days, 23:06:30, time: 1.456, data_time: 0.002, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5616, loss_cls: 3.2216, loss: 3.2216, grad_norm: 1.9079 2021-01-19 08:54:28,168 - mmaction - INFO - Epoch [19][380/2147] lr: 1.148e-01, eta: 9 days, 23:05:28, time: 1.578, data_time: 0.006, memory: 16628, top1_acc: 0.2946, top5_acc: 0.5478, loss_cls: 3.2095, loss: 3.2095, grad_norm: 1.8627 2021-01-19 08:54:57,849 - mmaction - INFO - Epoch [19][400/2147] lr: 1.149e-01, eta: 9 days, 23:04:03, time: 1.489, data_time: 0.023, memory: 16628, top1_acc: 0.2951, top5_acc: 0.5625, loss_cls: 3.2113, loss: 3.2113, grad_norm: 1.8455 2021-01-19 08:55:28,843 - mmaction - INFO - Epoch [19][420/2147] lr: 1.149e-01, eta: 9 days, 23:02:56, time: 1.557, data_time: 0.015, memory: 16628, top1_acc: 0.2808, top5_acc: 0.5223, loss_cls: 3.3267, loss: 3.3267, grad_norm: 1.8839 2021-01-19 08:56:05,129 - mmaction - INFO - Epoch [19][440/2147] lr: 1.150e-01, eta: 9 days, 23:02:55, time: 1.812, data_time: 0.004, memory: 16628, top1_acc: 0.2960, top5_acc: 0.5567, loss_cls: 3.2241, loss: 3.2241, grad_norm: 1.8381 2021-01-19 08:56:41,894 - mmaction - INFO - Epoch [19][460/2147] lr: 1.150e-01, eta: 9 days, 23:02:43, time: 1.770, data_time: 0.007, memory: 16628, top1_acc: 0.2848, top5_acc: 0.5411, loss_cls: 3.2681, loss: 3.2681, grad_norm: 1.8796 2021-01-19 08:57:12,268 - mmaction - INFO - Epoch [19][480/2147] lr: 1.151e-01, eta: 9 days, 23:01:45, time: 1.590, data_time: 0.075, memory: 16628, top1_acc: 0.2960, top5_acc: 0.5437, loss_cls: 3.2461, loss: 3.2461, grad_norm: 1.8551 2021-01-19 08:57:45,337 - mmaction - INFO - Epoch [19][500/2147] lr: 1.151e-01, eta: 9 days, 23:01:03, time: 1.654, data_time: 0.004, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5741, loss_cls: 3.1589, loss: 3.1589, grad_norm: 1.8518 2021-01-19 08:58:16,765 - mmaction - INFO - Epoch [19][520/2147] lr: 1.152e-01, eta: 9 days, 22:59:58, time: 1.568, data_time: 0.003, memory: 16628, top1_acc: 0.2875, top5_acc: 0.5433, loss_cls: 3.2937, loss: 3.2937, grad_norm: 1.8755 2021-01-19 08:58:45,542 - mmaction - INFO - Epoch [19][540/2147] lr: 1.152e-01, eta: 9 days, 22:58:21, time: 1.442, data_time: 0.005, memory: 16628, top1_acc: 0.2897, top5_acc: 0.5424, loss_cls: 3.2565, loss: 3.2565, grad_norm: 1.8620 2021-01-19 08:59:14,006 - mmaction - INFO - Epoch [19][560/2147] lr: 1.153e-01, eta: 9 days, 22:56:39, time: 1.421, data_time: 0.002, memory: 16628, top1_acc: 0.2991, top5_acc: 0.5558, loss_cls: 3.2194, loss: 3.2194, grad_norm: 1.8485 2021-01-19 08:59:43,177 - mmaction - INFO - Epoch [19][580/2147] lr: 1.153e-01, eta: 9 days, 22:55:06, time: 1.461, data_time: 0.009, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5661, loss_cls: 3.1755, loss: 3.1755, grad_norm: 1.8825 2021-01-19 09:00:15,507 - mmaction - INFO - Epoch [19][600/2147] lr: 1.154e-01, eta: 9 days, 22:54:14, time: 1.612, data_time: 0.002, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5625, loss_cls: 3.2352, loss: 3.2352, grad_norm: 1.8572 2021-01-19 09:00:45,274 - mmaction - INFO - Epoch [19][620/2147] lr: 1.154e-01, eta: 9 days, 22:52:49, time: 1.491, data_time: 0.007, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5817, loss_cls: 3.1260, loss: 3.1260, grad_norm: 1.8636 2021-01-19 09:01:17,109 - mmaction - INFO - Epoch [19][640/2147] lr: 1.154e-01, eta: 9 days, 22:51:51, time: 1.590, data_time: 0.004, memory: 16628, top1_acc: 0.2844, top5_acc: 0.5357, loss_cls: 3.2830, loss: 3.2830, grad_norm: 1.8599 2021-01-19 09:01:58,535 - mmaction - INFO - Epoch [19][660/2147] lr: 1.155e-01, eta: 9 days, 22:52:57, time: 2.068, data_time: 0.016, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5598, loss_cls: 3.1624, loss: 3.1624, grad_norm: 1.8583 2021-01-19 09:02:27,353 - mmaction - INFO - Epoch [19][680/2147] lr: 1.155e-01, eta: 9 days, 22:51:21, time: 1.446, data_time: 0.010, memory: 16628, top1_acc: 0.2893, top5_acc: 0.5518, loss_cls: 3.2062, loss: 3.2062, grad_norm: 1.8920 2021-01-19 09:02:56,696 - mmaction - INFO - Epoch [19][700/2147] lr: 1.156e-01, eta: 9 days, 22:49:51, time: 1.467, data_time: 0.004, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5509, loss_cls: 3.2086, loss: 3.2086, grad_norm: 1.8303 2021-01-19 09:03:26,234 - mmaction - INFO - Epoch [19][720/2147] lr: 1.156e-01, eta: 9 days, 22:48:24, time: 1.478, data_time: 0.004, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5478, loss_cls: 3.2310, loss: 3.2310, grad_norm: 1.8554 2021-01-19 09:03:57,723 - mmaction - INFO - Epoch [19][740/2147] lr: 1.157e-01, eta: 9 days, 22:47:20, time: 1.568, data_time: 0.005, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5522, loss_cls: 3.2368, loss: 3.2368, grad_norm: 1.8501 2021-01-19 09:04:27,606 - mmaction - INFO - Epoch [19][760/2147] lr: 1.157e-01, eta: 9 days, 22:45:58, time: 1.501, data_time: 0.008, memory: 16628, top1_acc: 0.3000, top5_acc: 0.5562, loss_cls: 3.2370, loss: 3.2370, grad_norm: 1.8651 2021-01-19 09:04:57,402 - mmaction - INFO - Epoch [19][780/2147] lr: 1.158e-01, eta: 9 days, 22:44:34, time: 1.488, data_time: 0.004, memory: 16628, top1_acc: 0.3018, top5_acc: 0.5455, loss_cls: 3.2262, loss: 3.2262, grad_norm: 1.8381 2021-01-19 09:05:28,320 - mmaction - INFO - Epoch [19][800/2147] lr: 1.158e-01, eta: 9 days, 22:43:24, time: 1.543, data_time: 0.005, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5545, loss_cls: 3.2008, loss: 3.2008, grad_norm: 1.8697 2021-01-19 09:05:57,579 - mmaction - INFO - Epoch [19][820/2147] lr: 1.159e-01, eta: 9 days, 22:41:53, time: 1.464, data_time: 0.010, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5612, loss_cls: 3.1933, loss: 3.1933, grad_norm: 1.8927 2021-01-19 09:06:28,748 - mmaction - INFO - Epoch [19][840/2147] lr: 1.159e-01, eta: 9 days, 22:40:46, time: 1.557, data_time: 0.005, memory: 16628, top1_acc: 0.3004, top5_acc: 0.5580, loss_cls: 3.1903, loss: 3.1903, grad_norm: 1.9174 2021-01-19 09:06:59,365 - mmaction - INFO - Epoch [19][860/2147] lr: 1.160e-01, eta: 9 days, 22:39:33, time: 1.532, data_time: 0.016, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5388, loss_cls: 3.2612, loss: 3.2612, grad_norm: 1.8915 2021-01-19 09:07:30,030 - mmaction - INFO - Epoch [19][880/2147] lr: 1.160e-01, eta: 9 days, 22:38:21, time: 1.534, data_time: 0.005, memory: 16628, top1_acc: 0.2973, top5_acc: 0.5504, loss_cls: 3.2676, loss: 3.2676, grad_norm: 1.8508 2021-01-19 09:07:59,372 - mmaction - INFO - Epoch [19][900/2147] lr: 1.161e-01, eta: 9 days, 22:36:51, time: 1.465, data_time: 0.006, memory: 16628, top1_acc: 0.2964, top5_acc: 0.5567, loss_cls: 3.2113, loss: 3.2113, grad_norm: 1.8408 2021-01-19 09:08:28,593 - mmaction - INFO - Epoch [19][920/2147] lr: 1.161e-01, eta: 9 days, 22:35:19, time: 1.461, data_time: 0.007, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5563, loss_cls: 3.1857, loss: 3.1857, grad_norm: 1.8577 2021-01-19 09:08:57,521 - mmaction - INFO - Epoch [19][940/2147] lr: 1.162e-01, eta: 9 days, 22:33:46, time: 1.452, data_time: 0.009, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5513, loss_cls: 3.2039, loss: 3.2039, grad_norm: 1.8598 2021-01-19 09:09:26,746 - mmaction - INFO - Epoch [19][960/2147] lr: 1.162e-01, eta: 9 days, 22:32:14, time: 1.458, data_time: 0.008, memory: 16628, top1_acc: 0.2982, top5_acc: 0.5326, loss_cls: 3.2963, loss: 3.2963, grad_norm: 1.8554 2021-01-19 09:09:56,418 - mmaction - INFO - Epoch [19][980/2147] lr: 1.163e-01, eta: 9 days, 22:30:47, time: 1.477, data_time: 0.006, memory: 16628, top1_acc: 0.2933, top5_acc: 0.5589, loss_cls: 3.1773, loss: 3.1773, grad_norm: 1.8428 2021-01-19 09:10:34,366 - mmaction - INFO - Epoch [19][1000/2147] lr: 1.163e-01, eta: 9 days, 22:31:11, time: 1.905, data_time: 0.015, memory: 16628, top1_acc: 0.2991, top5_acc: 0.5496, loss_cls: 3.2513, loss: 3.2513, grad_norm: 1.8626 2021-01-19 09:11:02,935 - mmaction - INFO - Epoch [19][1020/2147] lr: 1.164e-01, eta: 9 days, 22:29:31, time: 1.426, data_time: 0.008, memory: 16628, top1_acc: 0.2906, top5_acc: 0.5339, loss_cls: 3.2784, loss: 3.2784, grad_norm: 1.8466 2021-01-19 09:11:34,071 - mmaction - INFO - Epoch [19][1040/2147] lr: 1.164e-01, eta: 9 days, 22:28:14, time: 1.517, data_time: 0.011, memory: 16628, top1_acc: 0.2955, top5_acc: 0.5647, loss_cls: 3.2465, loss: 3.2465, grad_norm: 1.9246 2021-01-19 09:12:03,556 - mmaction - INFO - Epoch [19][1060/2147] lr: 1.165e-01, eta: 9 days, 22:26:57, time: 1.516, data_time: 0.056, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5522, loss_cls: 3.2337, loss: 3.2337, grad_norm: 1.8522 2021-01-19 09:12:32,277 - mmaction - INFO - Epoch [19][1080/2147] lr: 1.165e-01, eta: 9 days, 22:25:21, time: 1.438, data_time: 0.007, memory: 16628, top1_acc: 0.3013, top5_acc: 0.5598, loss_cls: 3.1939, loss: 3.1939, grad_norm: 1.8291 2021-01-19 09:13:01,585 - mmaction - INFO - Epoch [19][1100/2147] lr: 1.166e-01, eta: 9 days, 22:23:51, time: 1.465, data_time: 0.004, memory: 16628, top1_acc: 0.2960, top5_acc: 0.5482, loss_cls: 3.2321, loss: 3.2321, grad_norm: 1.8635 2021-01-19 09:13:32,336 - mmaction - INFO - Epoch [19][1120/2147] lr: 1.166e-01, eta: 9 days, 22:22:40, time: 1.537, data_time: 0.004, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5518, loss_cls: 3.2095, loss: 3.2095, grad_norm: 1.8805 2021-01-19 09:14:01,421 - mmaction - INFO - Epoch [19][1140/2147] lr: 1.167e-01, eta: 9 days, 22:21:07, time: 1.453, data_time: 0.011, memory: 16628, top1_acc: 0.2933, top5_acc: 0.5371, loss_cls: 3.2926, loss: 3.2926, grad_norm: 1.8873 2021-01-19 09:14:32,299 - mmaction - INFO - Epoch [19][1160/2147] lr: 1.167e-01, eta: 9 days, 22:19:59, time: 1.547, data_time: 0.006, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5563, loss_cls: 3.2050, loss: 3.2050, grad_norm: 1.8988 2021-01-19 09:15:05,532 - mmaction - INFO - Epoch [19][1180/2147] lr: 1.168e-01, eta: 9 days, 22:19:18, time: 1.658, data_time: 0.002, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5603, loss_cls: 3.1637, loss: 3.1637, grad_norm: 1.8641 2021-01-19 09:15:35,408 - mmaction - INFO - Epoch [19][1200/2147] lr: 1.168e-01, eta: 9 days, 22:17:56, time: 1.493, data_time: 0.007, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5531, loss_cls: 3.1871, loss: 3.1871, grad_norm: 1.8674 2021-01-19 09:16:07,516 - mmaction - INFO - Epoch [19][1220/2147] lr: 1.169e-01, eta: 9 days, 22:17:04, time: 1.610, data_time: 0.008, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5679, loss_cls: 3.1387, loss: 3.1387, grad_norm: 1.8653 2021-01-19 09:16:36,388 - mmaction - INFO - Epoch [19][1240/2147] lr: 1.169e-01, eta: 9 days, 22:15:28, time: 1.439, data_time: 0.001, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5643, loss_cls: 3.1564, loss: 3.1564, grad_norm: 1.8813 2021-01-19 09:17:20,179 - mmaction - INFO - Epoch [19][1260/2147] lr: 1.170e-01, eta: 9 days, 22:17:04, time: 2.191, data_time: 0.059, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5656, loss_cls: 3.1767, loss: 3.1767, grad_norm: 1.8800 2021-01-19 09:17:50,523 - mmaction - INFO - Epoch [19][1280/2147] lr: 1.170e-01, eta: 9 days, 22:15:49, time: 1.520, data_time: 0.007, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5527, loss_cls: 3.2352, loss: 3.2352, grad_norm: 1.9017 2021-01-19 09:18:19,324 - mmaction - INFO - Epoch [19][1300/2147] lr: 1.171e-01, eta: 9 days, 22:14:13, time: 1.440, data_time: 0.003, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5647, loss_cls: 3.1740, loss: 3.1740, grad_norm: 1.8743 2021-01-19 09:18:49,118 - mmaction - INFO - Epoch [19][1320/2147] lr: 1.171e-01, eta: 9 days, 22:12:50, time: 1.487, data_time: 0.003, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5665, loss_cls: 3.1827, loss: 3.1827, grad_norm: 1.8473 2021-01-19 09:19:17,567 - mmaction - INFO - Epoch [19][1340/2147] lr: 1.172e-01, eta: 9 days, 22:11:11, time: 1.425, data_time: 0.005, memory: 16628, top1_acc: 0.3013, top5_acc: 0.5563, loss_cls: 3.2274, loss: 3.2274, grad_norm: 1.8707 2021-01-19 09:19:46,325 - mmaction - INFO - Epoch [19][1360/2147] lr: 1.172e-01, eta: 9 days, 22:09:35, time: 1.437, data_time: 0.005, memory: 16628, top1_acc: 0.2982, top5_acc: 0.5473, loss_cls: 3.2405, loss: 3.2405, grad_norm: 1.8704 2021-01-19 09:20:14,822 - mmaction - INFO - Epoch [19][1380/2147] lr: 1.173e-01, eta: 9 days, 22:07:55, time: 1.423, data_time: 0.004, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5638, loss_cls: 3.1995, loss: 3.1995, grad_norm: 1.8806 2021-01-19 09:20:43,550 - mmaction - INFO - Epoch [19][1400/2147] lr: 1.173e-01, eta: 9 days, 22:06:19, time: 1.437, data_time: 0.005, memory: 16628, top1_acc: 0.2938, top5_acc: 0.5384, loss_cls: 3.2750, loss: 3.2750, grad_norm: 1.8403 2021-01-19 09:21:12,056 - mmaction - INFO - Epoch [19][1420/2147] lr: 1.173e-01, eta: 9 days, 22:04:40, time: 1.426, data_time: 0.004, memory: 16628, top1_acc: 0.2906, top5_acc: 0.5451, loss_cls: 3.3115, loss: 3.3115, grad_norm: 1.8602 2021-01-19 09:21:43,773 - mmaction - INFO - Epoch [19][1440/2147] lr: 1.174e-01, eta: 9 days, 22:03:42, time: 1.587, data_time: 0.066, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5603, loss_cls: 3.1224, loss: 3.1224, grad_norm: 1.8039 2021-01-19 09:22:13,211 - mmaction - INFO - Epoch [19][1460/2147] lr: 1.174e-01, eta: 9 days, 22:02:15, time: 1.470, data_time: 0.006, memory: 16628, top1_acc: 0.2933, top5_acc: 0.5384, loss_cls: 3.2975, loss: 3.2975, grad_norm: 1.8855 2021-01-19 09:22:42,145 - mmaction - INFO - Epoch [19][1480/2147] lr: 1.175e-01, eta: 9 days, 22:00:41, time: 1.447, data_time: 0.005, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5558, loss_cls: 3.2050, loss: 3.2050, grad_norm: 1.8431 2021-01-19 09:23:11,314 - mmaction - INFO - Epoch [19][1500/2147] lr: 1.175e-01, eta: 9 days, 21:59:11, time: 1.459, data_time: 0.005, memory: 16628, top1_acc: 0.2884, top5_acc: 0.5487, loss_cls: 3.2718, loss: 3.2718, grad_norm: 1.8413 2021-01-19 09:23:40,279 - mmaction - INFO - Epoch [19][1520/2147] lr: 1.176e-01, eta: 9 days, 21:57:38, time: 1.446, data_time: 0.004, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5585, loss_cls: 3.2146, loss: 3.2146, grad_norm: 1.7860 2021-01-19 09:24:09,046 - mmaction - INFO - Epoch [19][1540/2147] lr: 1.176e-01, eta: 9 days, 21:56:03, time: 1.441, data_time: 0.009, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5629, loss_cls: 3.1831, loss: 3.1831, grad_norm: 1.8696 2021-01-19 09:24:38,667 - mmaction - INFO - Epoch [19][1560/2147] lr: 1.177e-01, eta: 9 days, 21:54:39, time: 1.481, data_time: 0.006, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5696, loss_cls: 3.1698, loss: 3.1698, grad_norm: 1.8676 2021-01-19 09:25:09,017 - mmaction - INFO - Epoch [19][1580/2147] lr: 1.177e-01, eta: 9 days, 21:53:23, time: 1.513, data_time: 0.004, memory: 16628, top1_acc: 0.2915, top5_acc: 0.5571, loss_cls: 3.2036, loss: 3.2036, grad_norm: 1.8787 2021-01-19 09:25:39,517 - mmaction - INFO - Epoch [19][1600/2147] lr: 1.178e-01, eta: 9 days, 21:52:11, time: 1.530, data_time: 0.007, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5522, loss_cls: 3.2354, loss: 3.2354, grad_norm: 1.8849 2021-01-19 09:26:10,667 - mmaction - INFO - Epoch [19][1620/2147] lr: 1.178e-01, eta: 9 days, 21:51:03, time: 1.545, data_time: 0.004, memory: 16628, top1_acc: 0.2955, top5_acc: 0.5643, loss_cls: 3.1909, loss: 3.1909, grad_norm: 1.8898 2021-01-19 09:26:49,344 - mmaction - INFO - Epoch [19][1640/2147] lr: 1.179e-01, eta: 9 days, 21:51:36, time: 1.945, data_time: 0.017, memory: 16628, top1_acc: 0.2960, top5_acc: 0.5455, loss_cls: 3.2543, loss: 3.2543, grad_norm: 1.8504 2021-01-19 09:27:20,364 - mmaction - INFO - Epoch [19][1660/2147] lr: 1.179e-01, eta: 9 days, 21:50:29, time: 1.551, data_time: 0.007, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5558, loss_cls: 3.2157, loss: 3.2157, grad_norm: 1.8802 2021-01-19 09:27:51,321 - mmaction - INFO - Epoch [19][1680/2147] lr: 1.180e-01, eta: 9 days, 21:49:22, time: 1.550, data_time: 0.004, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5518, loss_cls: 3.2343, loss: 3.2343, grad_norm: 1.8716 2021-01-19 09:28:21,649 - mmaction - INFO - Epoch [19][1700/2147] lr: 1.180e-01, eta: 9 days, 21:48:07, time: 1.515, data_time: 0.004, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5741, loss_cls: 3.1065, loss: 3.1065, grad_norm: 1.8242 2021-01-19 09:28:50,692 - mmaction - INFO - Epoch [19][1720/2147] lr: 1.181e-01, eta: 9 days, 21:46:35, time: 1.452, data_time: 0.004, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5518, loss_cls: 3.2509, loss: 3.2509, grad_norm: 1.9138 2021-01-19 09:29:19,561 - mmaction - INFO - Epoch [19][1740/2147] lr: 1.181e-01, eta: 9 days, 21:45:02, time: 1.445, data_time: 0.004, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5451, loss_cls: 3.2753, loss: 3.2753, grad_norm: 1.8664 2021-01-19 09:29:48,522 - mmaction - INFO - Epoch [19][1760/2147] lr: 1.182e-01, eta: 9 days, 21:43:29, time: 1.443, data_time: 0.003, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5638, loss_cls: 3.1665, loss: 3.1665, grad_norm: 1.8194 2021-01-19 09:30:19,653 - mmaction - INFO - Epoch [19][1780/2147] lr: 1.182e-01, eta: 9 days, 21:42:25, time: 1.559, data_time: 0.012, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5714, loss_cls: 3.1237, loss: 3.1237, grad_norm: 1.8135 2021-01-19 09:30:49,028 - mmaction - INFO - Epoch [19][1800/2147] lr: 1.183e-01, eta: 9 days, 21:40:57, time: 1.465, data_time: 0.005, memory: 16628, top1_acc: 0.3004, top5_acc: 0.5522, loss_cls: 3.2149, loss: 3.2149, grad_norm: 1.8654 2021-01-19 09:31:18,547 - mmaction - INFO - Epoch [19][1820/2147] lr: 1.183e-01, eta: 9 days, 21:39:31, time: 1.475, data_time: 0.010, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5643, loss_cls: 3.1754, loss: 3.1754, grad_norm: 1.8680 2021-01-19 09:31:56,463 - mmaction - INFO - Epoch [19][1840/2147] lr: 1.184e-01, eta: 9 days, 21:39:53, time: 1.902, data_time: 0.012, memory: 16628, top1_acc: 0.2884, top5_acc: 0.5433, loss_cls: 3.2749, loss: 3.2749, grad_norm: 1.8851 2021-01-19 09:32:25,663 - mmaction - INFO - Epoch [19][1860/2147] lr: 1.184e-01, eta: 9 days, 21:38:24, time: 1.459, data_time: 0.009, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5580, loss_cls: 3.1870, loss: 3.1870, grad_norm: 1.8722 2021-01-19 09:32:54,203 - mmaction - INFO - Epoch [19][1880/2147] lr: 1.185e-01, eta: 9 days, 21:36:47, time: 1.428, data_time: 0.005, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5411, loss_cls: 3.2729, loss: 3.2729, grad_norm: 1.8483 2021-01-19 09:33:23,268 - mmaction - INFO - Epoch [19][1900/2147] lr: 1.185e-01, eta: 9 days, 21:35:17, time: 1.454, data_time: 0.004, memory: 16628, top1_acc: 0.2915, top5_acc: 0.5366, loss_cls: 3.2671, loss: 3.2671, grad_norm: 1.8251 2021-01-19 09:33:53,047 - mmaction - INFO - Epoch [19][1920/2147] lr: 1.186e-01, eta: 9 days, 21:33:55, time: 1.488, data_time: 0.003, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5536, loss_cls: 3.2013, loss: 3.2013, grad_norm: 1.8297 2021-01-19 09:34:22,321 - mmaction - INFO - Epoch [19][1940/2147] lr: 1.186e-01, eta: 9 days, 21:32:26, time: 1.462, data_time: 0.007, memory: 16628, top1_acc: 0.3063, top5_acc: 0.5723, loss_cls: 3.1692, loss: 3.1692, grad_norm: 1.8369 2021-01-19 09:34:51,889 - mmaction - INFO - Epoch [19][1960/2147] lr: 1.187e-01, eta: 9 days, 21:31:03, time: 1.482, data_time: 0.010, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5741, loss_cls: 3.1551, loss: 3.1551, grad_norm: 1.8502 2021-01-19 09:35:20,782 - mmaction - INFO - Epoch [19][1980/2147] lr: 1.187e-01, eta: 9 days, 21:29:29, time: 1.438, data_time: 0.003, memory: 16628, top1_acc: 0.2915, top5_acc: 0.5487, loss_cls: 3.2288, loss: 3.2288, grad_norm: 1.8580 2021-01-19 09:35:51,892 - mmaction - INFO - Epoch [19][2000/2147] lr: 1.188e-01, eta: 9 days, 21:28:26, time: 1.563, data_time: 0.010, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5777, loss_cls: 3.1434, loss: 3.1434, grad_norm: 1.8929 2021-01-19 09:36:25,273 - mmaction - INFO - Epoch [19][2020/2147] lr: 1.188e-01, eta: 9 days, 21:27:49, time: 1.664, data_time: 0.004, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5527, loss_cls: 3.2369, loss: 3.2369, grad_norm: 1.8760 2021-01-19 09:36:55,458 - mmaction - INFO - Epoch [19][2040/2147] lr: 1.189e-01, eta: 9 days, 21:26:32, time: 1.508, data_time: 0.008, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5491, loss_cls: 3.2385, loss: 3.2385, grad_norm: 1.8363 2021-01-19 09:37:25,116 - mmaction - INFO - Epoch [19][2060/2147] lr: 1.189e-01, eta: 9 days, 21:25:08, time: 1.478, data_time: 0.008, memory: 16628, top1_acc: 0.2933, top5_acc: 0.5402, loss_cls: 3.2713, loss: 3.2713, grad_norm: 1.8524 2021-01-19 09:37:56,289 - mmaction - INFO - Epoch [19][2080/2147] lr: 1.190e-01, eta: 9 days, 21:24:07, time: 1.569, data_time: 0.014, memory: 16628, top1_acc: 0.2969, top5_acc: 0.5576, loss_cls: 3.2421, loss: 3.2421, grad_norm: 1.8560 2021-01-19 09:38:26,957 - mmaction - INFO - Epoch [19][2100/2147] lr: 1.190e-01, eta: 9 days, 21:22:56, time: 1.529, data_time: 0.004, memory: 16628, top1_acc: 0.2964, top5_acc: 0.5513, loss_cls: 3.2409, loss: 3.2409, grad_norm: 1.8701 2021-01-19 09:38:55,768 - mmaction - INFO - Epoch [19][2120/2147] lr: 1.191e-01, eta: 9 days, 21:21:23, time: 1.443, data_time: 0.007, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5576, loss_cls: 3.2074, loss: 3.2074, grad_norm: 1.8381 2021-01-19 09:39:24,264 - mmaction - INFO - Epoch [19][2140/2147] lr: 1.191e-01, eta: 9 days, 21:19:47, time: 1.427, data_time: 0.009, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5759, loss_cls: 3.1614, loss: 3.1614, grad_norm: 1.8389 2021-01-19 09:44:19,626 - mmaction - INFO - Epoch [20][20/2147] lr: 1.190e-01, eta: 9 days, 22:05:52, time: 13.541, data_time: 11.845, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5594, loss_cls: 3.2423, loss: 3.2423, grad_norm: 1.8690 2021-01-19 09:44:52,093 - mmaction - INFO - Epoch [20][40/2147] lr: 1.191e-01, eta: 9 days, 22:05:01, time: 1.614, data_time: 0.013, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5741, loss_cls: 3.1641, loss: 3.1641, grad_norm: 1.8429 2021-01-19 09:45:20,665 - mmaction - INFO - Epoch [20][60/2147] lr: 1.191e-01, eta: 9 days, 22:03:27, time: 1.443, data_time: 0.018, memory: 16628, top1_acc: 0.2951, top5_acc: 0.5451, loss_cls: 3.2229, loss: 3.2229, grad_norm: 1.8857 2021-01-19 09:45:49,731 - mmaction - INFO - Epoch [20][80/2147] lr: 1.191e-01, eta: 9 days, 22:01:56, time: 1.452, data_time: 0.001, memory: 16628, top1_acc: 0.2826, top5_acc: 0.5643, loss_cls: 3.2139, loss: 3.2139, grad_norm: 1.8868 2021-01-19 09:46:18,358 - mmaction - INFO - Epoch [20][100/2147] lr: 1.192e-01, eta: 9 days, 22:00:19, time: 1.430, data_time: 0.003, memory: 16628, top1_acc: 0.2915, top5_acc: 0.5451, loss_cls: 3.2751, loss: 3.2751, grad_norm: 1.8316 2021-01-19 09:47:00,046 - mmaction - INFO - Epoch [20][120/2147] lr: 1.192e-01, eta: 9 days, 22:01:23, time: 2.079, data_time: 0.009, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5821, loss_cls: 3.1021, loss: 3.1021, grad_norm: 1.8044 2021-01-19 09:47:29,235 - mmaction - INFO - Epoch [20][140/2147] lr: 1.193e-01, eta: 9 days, 21:59:55, time: 1.466, data_time: 0.019, memory: 16628, top1_acc: 0.2955, top5_acc: 0.5638, loss_cls: 3.1858, loss: 3.1858, grad_norm: 1.8614 2021-01-19 09:47:59,334 - mmaction - INFO - Epoch [20][160/2147] lr: 1.193e-01, eta: 9 days, 21:58:37, time: 1.507, data_time: 0.005, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5540, loss_cls: 3.2035, loss: 3.2035, grad_norm: 1.8742 2021-01-19 09:48:29,117 - mmaction - INFO - Epoch [20][180/2147] lr: 1.194e-01, eta: 9 days, 21:57:14, time: 1.483, data_time: 0.005, memory: 16628, top1_acc: 0.2978, top5_acc: 0.5558, loss_cls: 3.2408, loss: 3.2408, grad_norm: 1.8469 2021-01-19 09:48:57,835 - mmaction - INFO - Epoch [20][200/2147] lr: 1.194e-01, eta: 9 days, 21:55:40, time: 1.443, data_time: 0.010, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5563, loss_cls: 3.2052, loss: 3.2052, grad_norm: 1.8396 2021-01-19 09:49:29,090 - mmaction - INFO - Epoch [20][220/2147] lr: 1.195e-01, eta: 9 days, 21:54:34, time: 1.555, data_time: 0.002, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5705, loss_cls: 3.1474, loss: 3.1474, grad_norm: 1.8482 2021-01-19 09:50:01,542 - mmaction - INFO - Epoch [20][240/2147] lr: 1.195e-01, eta: 9 days, 21:53:46, time: 1.624, data_time: 0.024, memory: 16628, top1_acc: 0.3013, top5_acc: 0.5589, loss_cls: 3.2115, loss: 3.2115, grad_norm: 1.8594 2021-01-19 09:50:31,092 - mmaction - INFO - Epoch [20][260/2147] lr: 1.196e-01, eta: 9 days, 21:52:21, time: 1.479, data_time: 0.011, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5732, loss_cls: 3.1508, loss: 3.1508, grad_norm: 1.8842 2021-01-19 09:51:00,348 - mmaction - INFO - Epoch [20][280/2147] lr: 1.196e-01, eta: 9 days, 21:50:53, time: 1.464, data_time: 0.008, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5562, loss_cls: 3.1754, loss: 3.1754, grad_norm: 1.8752 2021-01-19 09:51:31,510 - mmaction - INFO - Epoch [20][300/2147] lr: 1.197e-01, eta: 9 days, 21:49:49, time: 1.560, data_time: 0.007, memory: 16628, top1_acc: 0.2960, top5_acc: 0.5634, loss_cls: 3.2020, loss: 3.2020, grad_norm: 1.8618 2021-01-19 09:52:05,535 - mmaction - INFO - Epoch [20][320/2147] lr: 1.197e-01, eta: 9 days, 21:49:19, time: 1.700, data_time: 0.083, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5545, loss_cls: 3.1684, loss: 3.1684, grad_norm: 1.8258 2021-01-19 09:52:37,742 - mmaction - INFO - Epoch [20][340/2147] lr: 1.198e-01, eta: 9 days, 21:48:28, time: 1.611, data_time: 0.010, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5625, loss_cls: 3.1534, loss: 3.1534, grad_norm: 1.7869 2021-01-19 09:53:08,756 - mmaction - INFO - Epoch [20][360/2147] lr: 1.198e-01, eta: 9 days, 21:47:19, time: 1.542, data_time: 0.008, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5723, loss_cls: 3.1283, loss: 3.1283, grad_norm: 1.8801 2021-01-19 09:53:37,768 - mmaction - INFO - Epoch [20][380/2147] lr: 1.199e-01, eta: 9 days, 21:45:50, time: 1.460, data_time: 0.015, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5585, loss_cls: 3.1750, loss: 3.1750, grad_norm: 1.8514 2021-01-19 09:54:06,561 - mmaction - INFO - Epoch [20][400/2147] lr: 1.199e-01, eta: 9 days, 21:44:16, time: 1.439, data_time: 0.005, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5714, loss_cls: 3.1480, loss: 3.1480, grad_norm: 1.8677 2021-01-19 09:54:35,993 - mmaction - INFO - Epoch [20][420/2147] lr: 1.200e-01, eta: 9 days, 21:42:50, time: 1.471, data_time: 0.003, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5603, loss_cls: 3.2170, loss: 3.2170, grad_norm: 1.8377 2021-01-19 09:55:09,611 - mmaction - INFO - Epoch [20][440/2147] lr: 1.200e-01, eta: 9 days, 21:42:15, time: 1.677, data_time: 0.008, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5670, loss_cls: 3.1707, loss: 3.1707, grad_norm: 1.8376 2021-01-19 09:55:40,229 - mmaction - INFO - Epoch [20][460/2147] lr: 1.201e-01, eta: 9 days, 21:41:05, time: 1.534, data_time: 0.007, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5670, loss_cls: 3.1307, loss: 3.1307, grad_norm: 1.8241 2021-01-19 09:56:12,605 - mmaction - INFO - Epoch [20][480/2147] lr: 1.201e-01, eta: 9 days, 21:40:15, time: 1.618, data_time: 0.004, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5625, loss_cls: 3.2076, loss: 3.2076, grad_norm: 1.8478 2021-01-19 09:56:45,591 - mmaction - INFO - Epoch [20][500/2147] lr: 1.202e-01, eta: 9 days, 21:39:34, time: 1.651, data_time: 0.005, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5580, loss_cls: 3.1729, loss: 3.1729, grad_norm: 1.8003 2021-01-19 09:57:16,160 - mmaction - INFO - Epoch [20][520/2147] lr: 1.202e-01, eta: 9 days, 21:38:22, time: 1.529, data_time: 0.005, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5589, loss_cls: 3.2154, loss: 3.2154, grad_norm: 1.8476 2021-01-19 09:57:46,034 - mmaction - INFO - Epoch [20][540/2147] lr: 1.203e-01, eta: 9 days, 21:37:01, time: 1.490, data_time: 0.002, memory: 16628, top1_acc: 0.3085, top5_acc: 0.5518, loss_cls: 3.1889, loss: 3.1889, grad_norm: 1.8344 2021-01-19 09:58:16,927 - mmaction - INFO - Epoch [20][560/2147] lr: 1.203e-01, eta: 9 days, 21:35:53, time: 1.545, data_time: 0.007, memory: 16628, top1_acc: 0.3063, top5_acc: 0.5714, loss_cls: 3.1729, loss: 3.1729, grad_norm: 1.8459 2021-01-19 09:58:49,270 - mmaction - INFO - Epoch [20][580/2147] lr: 1.204e-01, eta: 9 days, 21:35:04, time: 1.619, data_time: 0.005, memory: 16628, top1_acc: 0.3013, top5_acc: 0.5612, loss_cls: 3.2036, loss: 3.2036, grad_norm: 1.8996 2021-01-19 09:59:19,111 - mmaction - INFO - Epoch [20][600/2147] lr: 1.204e-01, eta: 9 days, 21:33:41, time: 1.483, data_time: 0.004, memory: 16628, top1_acc: 0.2911, top5_acc: 0.5402, loss_cls: 3.2506, loss: 3.2506, grad_norm: 1.9055 2021-01-19 09:59:48,750 - mmaction - INFO - Epoch [20][620/2147] lr: 1.205e-01, eta: 9 days, 21:32:20, time: 1.489, data_time: 0.021, memory: 16628, top1_acc: 0.2937, top5_acc: 0.5571, loss_cls: 3.2288, loss: 3.2288, grad_norm: 1.8502 2021-01-19 10:00:23,408 - mmaction - INFO - Epoch [20][640/2147] lr: 1.205e-01, eta: 9 days, 21:31:56, time: 1.721, data_time: 0.010, memory: 16628, top1_acc: 0.2821, top5_acc: 0.5451, loss_cls: 3.2531, loss: 3.2531, grad_norm: 1.8528 2021-01-19 10:00:53,791 - mmaction - INFO - Epoch [20][660/2147] lr: 1.206e-01, eta: 9 days, 21:30:46, time: 1.533, data_time: 0.021, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5643, loss_cls: 3.1750, loss: 3.1750, grad_norm: 1.8319 2021-01-19 10:01:24,926 - mmaction - INFO - Epoch [20][680/2147] lr: 1.206e-01, eta: 9 days, 21:29:40, time: 1.552, data_time: 0.005, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5634, loss_cls: 3.1897, loss: 3.1897, grad_norm: 1.8138 2021-01-19 10:02:08,514 - mmaction - INFO - Epoch [20][700/2147] lr: 1.207e-01, eta: 9 days, 21:31:07, time: 2.173, data_time: 0.007, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5746, loss_cls: 3.1548, loss: 3.1548, grad_norm: 1.8434 2021-01-19 10:02:38,156 - mmaction - INFO - Epoch [20][720/2147] lr: 1.207e-01, eta: 9 days, 21:29:45, time: 1.486, data_time: 0.022, memory: 16628, top1_acc: 0.2915, top5_acc: 0.5518, loss_cls: 3.2281, loss: 3.2281, grad_norm: 1.8734 2021-01-19 10:03:10,241 - mmaction - INFO - Epoch [20][740/2147] lr: 1.208e-01, eta: 9 days, 21:28:52, time: 1.602, data_time: 0.009, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5661, loss_cls: 3.1644, loss: 3.1644, grad_norm: 1.8669 2021-01-19 10:03:41,370 - mmaction - INFO - Epoch [20][760/2147] lr: 1.208e-01, eta: 9 days, 21:27:49, time: 1.564, data_time: 0.014, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5411, loss_cls: 3.2247, loss: 3.2247, grad_norm: 1.7929 2021-01-19 10:04:10,669 - mmaction - INFO - Epoch [20][780/2147] lr: 1.209e-01, eta: 9 days, 21:26:22, time: 1.465, data_time: 0.008, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5687, loss_cls: 3.1653, loss: 3.1653, grad_norm: 1.7861 2021-01-19 10:04:39,737 - mmaction - INFO - Epoch [20][800/2147] lr: 1.209e-01, eta: 9 days, 21:24:53, time: 1.455, data_time: 0.006, memory: 16628, top1_acc: 0.2964, top5_acc: 0.5500, loss_cls: 3.2615, loss: 3.2615, grad_norm: 1.7933 2021-01-19 10:05:12,638 - mmaction - INFO - Epoch [20][820/2147] lr: 1.209e-01, eta: 9 days, 21:24:10, time: 1.645, data_time: 0.003, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5750, loss_cls: 3.1155, loss: 3.1155, grad_norm: 1.8766 2021-01-19 10:05:42,342 - mmaction - INFO - Epoch [20][840/2147] lr: 1.210e-01, eta: 9 days, 21:22:49, time: 1.487, data_time: 0.005, memory: 16628, top1_acc: 0.2844, top5_acc: 0.5281, loss_cls: 3.2885, loss: 3.2885, grad_norm: 1.8915 2021-01-19 10:06:13,362 - mmaction - INFO - Epoch [20][860/2147] lr: 1.210e-01, eta: 9 days, 21:21:42, time: 1.546, data_time: 0.002, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5696, loss_cls: 3.1501, loss: 3.1501, grad_norm: 1.8386 2021-01-19 10:06:42,364 - mmaction - INFO - Epoch [20][880/2147] lr: 1.211e-01, eta: 9 days, 21:20:12, time: 1.454, data_time: 0.012, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5692, loss_cls: 3.1778, loss: 3.1778, grad_norm: 1.8809 2021-01-19 10:07:12,774 - mmaction - INFO - Epoch [20][900/2147] lr: 1.211e-01, eta: 9 days, 21:18:57, time: 1.513, data_time: 0.003, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5576, loss_cls: 3.1951, loss: 3.1951, grad_norm: 1.8521 2021-01-19 10:07:41,463 - mmaction - INFO - Epoch [20][920/2147] lr: 1.212e-01, eta: 9 days, 21:17:25, time: 1.443, data_time: 0.013, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5763, loss_cls: 3.1539, loss: 3.1539, grad_norm: 1.8700 2021-01-19 10:08:12,250 - mmaction - INFO - Epoch [20][940/2147] lr: 1.212e-01, eta: 9 days, 21:16:17, time: 1.539, data_time: 0.005, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5772, loss_cls: 3.1738, loss: 3.1738, grad_norm: 1.8763 2021-01-19 10:08:44,511 - mmaction - INFO - Epoch [20][960/2147] lr: 1.213e-01, eta: 9 days, 21:15:26, time: 1.610, data_time: 0.004, memory: 16628, top1_acc: 0.2964, top5_acc: 0.5442, loss_cls: 3.2485, loss: 3.2485, grad_norm: 1.8142 2021-01-19 10:09:15,597 - mmaction - INFO - Epoch [20][980/2147] lr: 1.213e-01, eta: 9 days, 21:14:11, time: 1.512, data_time: 0.008, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5554, loss_cls: 3.1930, loss: 3.1930, grad_norm: 1.8225 2021-01-19 10:09:53,972 - mmaction - INFO - Epoch [20][1000/2147] lr: 1.214e-01, eta: 9 days, 21:14:45, time: 1.960, data_time: 0.050, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5504, loss_cls: 3.2043, loss: 3.2043, grad_norm: 1.8330 2021-01-19 10:10:25,856 - mmaction - INFO - Epoch [20][1020/2147] lr: 1.214e-01, eta: 9 days, 21:13:51, time: 1.598, data_time: 0.053, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5580, loss_cls: 3.2301, loss: 3.2301, grad_norm: 1.8426 2021-01-19 10:10:56,664 - mmaction - INFO - Epoch [20][1040/2147] lr: 1.215e-01, eta: 9 days, 21:12:42, time: 1.539, data_time: 0.004, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5705, loss_cls: 3.1694, loss: 3.1694, grad_norm: 1.7837 2021-01-19 10:11:25,871 - mmaction - INFO - Epoch [20][1060/2147] lr: 1.215e-01, eta: 9 days, 21:11:15, time: 1.461, data_time: 0.007, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5652, loss_cls: 3.1865, loss: 3.1865, grad_norm: 1.8495 2021-01-19 10:11:56,663 - mmaction - INFO - Epoch [20][1080/2147] lr: 1.216e-01, eta: 9 days, 21:10:07, time: 1.538, data_time: 0.009, memory: 16628, top1_acc: 0.2808, top5_acc: 0.5397, loss_cls: 3.3176, loss: 3.3176, grad_norm: 1.8501 2021-01-19 10:12:26,411 - mmaction - INFO - Epoch [20][1100/2147] lr: 1.216e-01, eta: 9 days, 21:08:47, time: 1.493, data_time: 0.007, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5705, loss_cls: 3.1781, loss: 3.1781, grad_norm: 1.8266 2021-01-19 10:12:57,134 - mmaction - INFO - Epoch [20][1120/2147] lr: 1.217e-01, eta: 9 days, 21:07:38, time: 1.534, data_time: 0.002, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5531, loss_cls: 3.1567, loss: 3.1567, grad_norm: 1.8062 2021-01-19 10:13:29,382 - mmaction - INFO - Epoch [20][1140/2147] lr: 1.217e-01, eta: 9 days, 21:06:47, time: 1.611, data_time: 0.004, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5571, loss_cls: 3.2425, loss: 3.2425, grad_norm: 1.8543 2021-01-19 10:14:01,984 - mmaction - INFO - Epoch [20][1160/2147] lr: 1.218e-01, eta: 9 days, 21:05:56, time: 1.610, data_time: 0.009, memory: 16628, top1_acc: 0.3062, top5_acc: 0.5536, loss_cls: 3.2102, loss: 3.2102, grad_norm: 1.8622 2021-01-19 10:14:34,594 - mmaction - INFO - Epoch [20][1180/2147] lr: 1.218e-01, eta: 9 days, 21:05:14, time: 1.647, data_time: 0.035, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5701, loss_cls: 3.1743, loss: 3.1743, grad_norm: 1.8311 2021-01-19 10:15:04,006 - mmaction - INFO - Epoch [20][1200/2147] lr: 1.219e-01, eta: 9 days, 21:03:51, time: 1.477, data_time: 0.011, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5781, loss_cls: 3.1123, loss: 3.1123, grad_norm: 1.8663 2021-01-19 10:15:37,726 - mmaction - INFO - Epoch [20][1220/2147] lr: 1.219e-01, eta: 9 days, 21:03:19, time: 1.685, data_time: 0.003, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5679, loss_cls: 3.1651, loss: 3.1651, grad_norm: 1.8590 2021-01-19 10:16:11,736 - mmaction - INFO - Epoch [20][1240/2147] lr: 1.220e-01, eta: 9 days, 21:02:50, time: 1.701, data_time: 0.011, memory: 16628, top1_acc: 0.3018, top5_acc: 0.5496, loss_cls: 3.2104, loss: 3.2104, grad_norm: 1.8617 2021-01-19 10:16:50,265 - mmaction - INFO - Epoch [20][1260/2147] lr: 1.220e-01, eta: 9 days, 21:03:15, time: 1.925, data_time: 0.004, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5679, loss_cls: 3.2044, loss: 3.2044, grad_norm: 1.8991 2021-01-19 10:17:21,278 - mmaction - INFO - Epoch [20][1280/2147] lr: 1.221e-01, eta: 9 days, 21:02:11, time: 1.553, data_time: 0.005, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5665, loss_cls: 3.2345, loss: 3.2345, grad_norm: 1.8425 2021-01-19 10:17:56,608 - mmaction - INFO - Epoch [20][1300/2147] lr: 1.221e-01, eta: 9 days, 21:01:57, time: 1.765, data_time: 0.010, memory: 16628, top1_acc: 0.3004, top5_acc: 0.5683, loss_cls: 3.1899, loss: 3.1899, grad_norm: 1.8649 2021-01-19 10:18:28,264 - mmaction - INFO - Epoch [20][1320/2147] lr: 1.222e-01, eta: 9 days, 21:01:00, time: 1.584, data_time: 0.006, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5665, loss_cls: 3.1606, loss: 3.1606, grad_norm: 1.8243 2021-01-19 10:19:00,131 - mmaction - INFO - Epoch [20][1340/2147] lr: 1.222e-01, eta: 9 days, 21:00:05, time: 1.591, data_time: 0.005, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5741, loss_cls: 3.1031, loss: 3.1031, grad_norm: 1.8777 2021-01-19 10:19:33,247 - mmaction - INFO - Epoch [20][1360/2147] lr: 1.223e-01, eta: 9 days, 20:59:25, time: 1.654, data_time: 0.005, memory: 16628, top1_acc: 0.2862, top5_acc: 0.5491, loss_cls: 3.2769, loss: 3.2769, grad_norm: 1.8277 2021-01-19 10:20:03,950 - mmaction - INFO - Epoch [20][1380/2147] lr: 1.223e-01, eta: 9 days, 20:58:16, time: 1.535, data_time: 0.009, memory: 16628, top1_acc: 0.2991, top5_acc: 0.5616, loss_cls: 3.1978, loss: 3.1978, grad_norm: 1.8411 2021-01-19 10:20:33,340 - mmaction - INFO - Epoch [20][1400/2147] lr: 1.224e-01, eta: 9 days, 20:56:51, time: 1.467, data_time: 0.009, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5598, loss_cls: 3.1595, loss: 3.1595, grad_norm: 1.8575 2021-01-19 10:21:05,741 - mmaction - INFO - Epoch [20][1420/2147] lr: 1.224e-01, eta: 9 days, 20:56:04, time: 1.628, data_time: 0.010, memory: 16628, top1_acc: 0.2982, top5_acc: 0.5397, loss_cls: 3.3093, loss: 3.3093, grad_norm: 1.8556 2021-01-19 10:21:37,104 - mmaction - INFO - Epoch [20][1440/2147] lr: 1.225e-01, eta: 9 days, 20:55:03, time: 1.566, data_time: 0.002, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5772, loss_cls: 3.2068, loss: 3.2068, grad_norm: 1.8515 2021-01-19 10:22:10,371 - mmaction - INFO - Epoch [20][1460/2147] lr: 1.225e-01, eta: 9 days, 20:54:24, time: 1.659, data_time: 0.028, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5446, loss_cls: 3.2386, loss: 3.2386, grad_norm: 1.8186 2021-01-19 10:22:39,591 - mmaction - INFO - Epoch [20][1480/2147] lr: 1.226e-01, eta: 9 days, 20:52:59, time: 1.465, data_time: 0.017, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5536, loss_cls: 3.2287, loss: 3.2287, grad_norm: 1.8111 2021-01-19 10:23:10,812 - mmaction - INFO - Epoch [20][1500/2147] lr: 1.226e-01, eta: 9 days, 20:51:56, time: 1.559, data_time: 0.004, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5594, loss_cls: 3.1961, loss: 3.1961, grad_norm: 1.8654 2021-01-19 10:23:41,031 - mmaction - INFO - Epoch [20][1520/2147] lr: 1.227e-01, eta: 9 days, 20:50:42, time: 1.514, data_time: 0.012, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5629, loss_cls: 3.2022, loss: 3.2022, grad_norm: 1.7894 2021-01-19 10:24:10,224 - mmaction - INFO - Epoch [20][1540/2147] lr: 1.227e-01, eta: 9 days, 20:49:16, time: 1.461, data_time: 0.005, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5518, loss_cls: 3.2364, loss: 3.2364, grad_norm: 1.8486 2021-01-19 10:24:39,251 - mmaction - INFO - Epoch [20][1560/2147] lr: 1.227e-01, eta: 9 days, 20:47:47, time: 1.449, data_time: 0.004, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5656, loss_cls: 3.2097, loss: 3.2097, grad_norm: 1.8411 2021-01-19 10:25:10,180 - mmaction - INFO - Epoch [20][1580/2147] lr: 1.228e-01, eta: 9 days, 20:46:42, time: 1.549, data_time: 0.004, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5607, loss_cls: 3.2035, loss: 3.2035, grad_norm: 1.8514 2021-01-19 10:25:39,611 - mmaction - INFO - Epoch [20][1600/2147] lr: 1.228e-01, eta: 9 days, 20:45:18, time: 1.470, data_time: 0.003, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5629, loss_cls: 3.1834, loss: 3.1834, grad_norm: 1.7864 2021-01-19 10:26:12,681 - mmaction - INFO - Epoch [20][1620/2147] lr: 1.229e-01, eta: 9 days, 20:44:36, time: 1.647, data_time: 0.003, memory: 16628, top1_acc: 0.2955, top5_acc: 0.5442, loss_cls: 3.2444, loss: 3.2444, grad_norm: 1.8355 2021-01-19 10:26:44,780 - mmaction - INFO - Epoch [20][1640/2147] lr: 1.229e-01, eta: 9 days, 20:43:40, time: 1.585, data_time: 0.015, memory: 16628, top1_acc: 0.2955, top5_acc: 0.5473, loss_cls: 3.2582, loss: 3.2582, grad_norm: 1.8138 2021-01-19 10:27:13,656 - mmaction - INFO - Epoch [20][1660/2147] lr: 1.230e-01, eta: 9 days, 20:42:16, time: 1.472, data_time: 0.029, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5741, loss_cls: 3.1398, loss: 3.1398, grad_norm: 1.8194 2021-01-19 10:27:44,901 - mmaction - INFO - Epoch [20][1680/2147] lr: 1.230e-01, eta: 9 days, 20:41:15, time: 1.562, data_time: 0.002, memory: 16628, top1_acc: 0.2862, top5_acc: 0.5478, loss_cls: 3.2635, loss: 3.2635, grad_norm: 1.8408 2021-01-19 10:28:20,404 - mmaction - INFO - Epoch [20][1700/2147] lr: 1.231e-01, eta: 9 days, 20:41:01, time: 1.764, data_time: 0.010, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5558, loss_cls: 3.2010, loss: 3.2010, grad_norm: 1.8279 2021-01-19 10:28:49,810 - mmaction - INFO - Epoch [20][1720/2147] lr: 1.231e-01, eta: 9 days, 20:39:39, time: 1.478, data_time: 0.018, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5634, loss_cls: 3.2206, loss: 3.2206, grad_norm: 1.8819 2021-01-19 10:29:20,538 - mmaction - INFO - Epoch [20][1740/2147] lr: 1.232e-01, eta: 9 days, 20:38:31, time: 1.537, data_time: 0.005, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5531, loss_cls: 3.1720, loss: 3.1720, grad_norm: 1.8395 2021-01-19 10:29:50,040 - mmaction - INFO - Epoch [20][1760/2147] lr: 1.232e-01, eta: 9 days, 20:37:08, time: 1.471, data_time: 0.010, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5750, loss_cls: 3.1285, loss: 3.1285, grad_norm: 1.8546 2021-01-19 10:30:18,750 - mmaction - INFO - Epoch [20][1780/2147] lr: 1.233e-01, eta: 9 days, 20:35:38, time: 1.441, data_time: 0.009, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5540, loss_cls: 3.2019, loss: 3.2019, grad_norm: 1.8959 2021-01-19 10:30:49,766 - mmaction - INFO - Epoch [20][1800/2147] lr: 1.233e-01, eta: 9 days, 20:34:33, time: 1.551, data_time: 0.005, memory: 16628, top1_acc: 0.2897, top5_acc: 0.5496, loss_cls: 3.2925, loss: 3.2925, grad_norm: 1.8579 2021-01-19 10:31:21,113 - mmaction - INFO - Epoch [20][1820/2147] lr: 1.234e-01, eta: 9 days, 20:33:33, time: 1.567, data_time: 0.008, memory: 16628, top1_acc: 0.2942, top5_acc: 0.5429, loss_cls: 3.2726, loss: 3.2726, grad_norm: 1.7905 2021-01-19 10:32:05,794 - mmaction - INFO - Epoch [20][1840/2147] lr: 1.234e-01, eta: 9 days, 20:35:11, time: 2.232, data_time: 0.004, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5674, loss_cls: 3.1537, loss: 3.1537, grad_norm: 1.8559 2021-01-19 10:32:35,276 - mmaction - INFO - Epoch [20][1860/2147] lr: 1.235e-01, eta: 9 days, 20:33:48, time: 1.472, data_time: 0.012, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5558, loss_cls: 3.1949, loss: 3.1949, grad_norm: 1.8271 2021-01-19 10:33:06,861 - mmaction - INFO - Epoch [20][1880/2147] lr: 1.235e-01, eta: 9 days, 20:32:51, time: 1.582, data_time: 0.031, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5558, loss_cls: 3.2377, loss: 3.2377, grad_norm: 1.8367 2021-01-19 10:33:38,089 - mmaction - INFO - Epoch [20][1900/2147] lr: 1.236e-01, eta: 9 days, 20:31:49, time: 1.561, data_time: 0.005, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5598, loss_cls: 3.1529, loss: 3.1529, grad_norm: 1.8239 2021-01-19 10:34:09,322 - mmaction - INFO - Epoch [20][1920/2147] lr: 1.236e-01, eta: 9 days, 20:30:47, time: 1.559, data_time: 0.011, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5728, loss_cls: 3.1252, loss: 3.1252, grad_norm: 1.8413 2021-01-19 10:34:38,049 - mmaction - INFO - Epoch [20][1940/2147] lr: 1.237e-01, eta: 9 days, 20:29:16, time: 1.440, data_time: 0.008, memory: 16628, top1_acc: 0.3013, top5_acc: 0.5496, loss_cls: 3.2737, loss: 3.2737, grad_norm: 1.8365 2021-01-19 10:35:08,363 - mmaction - INFO - Epoch [20][1960/2147] lr: 1.237e-01, eta: 9 days, 20:28:04, time: 1.516, data_time: 0.006, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5670, loss_cls: 3.1734, loss: 3.1734, grad_norm: 1.8825 2021-01-19 10:35:39,299 - mmaction - INFO - Epoch [20][1980/2147] lr: 1.238e-01, eta: 9 days, 20:26:59, time: 1.547, data_time: 0.005, memory: 16628, top1_acc: 0.2915, top5_acc: 0.5411, loss_cls: 3.2615, loss: 3.2615, grad_norm: 1.8771 2021-01-19 10:36:08,652 - mmaction - INFO - Epoch [20][2000/2147] lr: 1.238e-01, eta: 9 days, 20:25:35, time: 1.469, data_time: 0.008, memory: 16628, top1_acc: 0.2951, top5_acc: 0.5451, loss_cls: 3.2450, loss: 3.2450, grad_norm: 1.7850 2021-01-19 10:36:39,107 - mmaction - INFO - Epoch [20][2020/2147] lr: 1.239e-01, eta: 9 days, 20:24:10, time: 1.461, data_time: 0.003, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5647, loss_cls: 3.1940, loss: 3.1940, grad_norm: 1.8415 2021-01-19 10:37:09,020 - mmaction - INFO - Epoch [20][2040/2147] lr: 1.239e-01, eta: 9 days, 20:23:08, time: 1.559, data_time: 0.067, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5522, loss_cls: 3.2420, loss: 3.2420, grad_norm: 1.9082 2021-01-19 10:37:38,567 - mmaction - INFO - Epoch [20][2060/2147] lr: 1.240e-01, eta: 9 days, 20:21:47, time: 1.478, data_time: 0.002, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5460, loss_cls: 3.2556, loss: 3.2556, grad_norm: 1.7839 2021-01-19 10:38:09,326 - mmaction - INFO - Epoch [20][2080/2147] lr: 1.240e-01, eta: 9 days, 20:20:39, time: 1.536, data_time: 0.004, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5696, loss_cls: 3.1632, loss: 3.1632, grad_norm: 1.8032 2021-01-19 10:38:38,864 - mmaction - INFO - Epoch [20][2100/2147] lr: 1.241e-01, eta: 9 days, 20:19:18, time: 1.477, data_time: 0.006, memory: 16628, top1_acc: 0.2982, top5_acc: 0.5491, loss_cls: 3.2774, loss: 3.2774, grad_norm: 1.9084 2021-01-19 10:39:08,616 - mmaction - INFO - Epoch [20][2120/2147] lr: 1.241e-01, eta: 9 days, 20:17:58, time: 1.482, data_time: 0.006, memory: 16628, top1_acc: 0.2969, top5_acc: 0.5371, loss_cls: 3.2483, loss: 3.2483, grad_norm: 1.8026 2021-01-19 10:39:37,874 - mmaction - INFO - Epoch [20][2140/2147] lr: 1.242e-01, eta: 9 days, 20:16:33, time: 1.462, data_time: 0.009, memory: 16628, top1_acc: 0.3062, top5_acc: 0.5625, loss_cls: 3.2109, loss: 3.2109, grad_norm: 1.8224 2021-01-19 10:40:02,383 - mmaction - INFO - Saving checkpoint at 20 epochs 2021-01-19 10:57:44,107 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-19 10:57:44,876 - mmaction - INFO - top1_acc 0.3594 top5_acc 0.6318 2021-01-19 10:57:44,876 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-19 10:57:44,933 - mmaction - INFO - mean_acc 0.3593 2021-01-19 10:57:44,935 - mmaction - INFO - Now best checkpoint is epoch_20.pth 2021-01-19 10:57:44,947 - mmaction - INFO - Epoch(val) [20][2147] top1_acc: 0.3594, top5_acc: 0.6318, mean_class_accuracy: 0.3593 2021-01-19 11:02:17,705 - mmaction - INFO - Epoch [21][20/2147] lr: 1.240e-01, eta: 9 days, 21:00:28, time: 13.627, data_time: 11.629, memory: 16628, top1_acc: 0.2955, top5_acc: 0.5545, loss_cls: 3.2052, loss: 3.2052, grad_norm: 1.8468 2021-01-19 11:02:46,770 - mmaction - INFO - Epoch [21][40/2147] lr: 1.241e-01, eta: 9 days, 20:59:01, time: 1.459, data_time: 0.015, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5754, loss_cls: 3.1369, loss: 3.1369, grad_norm: 1.8241 2021-01-19 11:03:18,224 - mmaction - INFO - Epoch [21][60/2147] lr: 1.241e-01, eta: 9 days, 20:58:01, time: 1.571, data_time: 0.005, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5812, loss_cls: 3.1236, loss: 3.1236, grad_norm: 1.8373 2021-01-19 11:03:49,604 - mmaction - INFO - Epoch [21][80/2147] lr: 1.242e-01, eta: 9 days, 20:56:58, time: 1.562, data_time: 0.006, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5848, loss_cls: 3.1073, loss: 3.1073, grad_norm: 1.8339 2021-01-19 11:04:19,641 - mmaction - INFO - Epoch [21][100/2147] lr: 1.242e-01, eta: 9 days, 20:55:44, time: 1.512, data_time: 0.013, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5518, loss_cls: 3.1717, loss: 3.1717, grad_norm: 1.8430 2021-01-19 11:04:49,622 - mmaction - INFO - Epoch [21][120/2147] lr: 1.243e-01, eta: 9 days, 20:54:27, time: 1.500, data_time: 0.004, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5781, loss_cls: 3.1328, loss: 3.1328, grad_norm: 1.8204 2021-01-19 11:05:19,082 - mmaction - INFO - Epoch [21][140/2147] lr: 1.243e-01, eta: 9 days, 20:53:04, time: 1.473, data_time: 0.005, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5545, loss_cls: 3.2164, loss: 3.2164, grad_norm: 1.8583 2021-01-19 11:05:53,540 - mmaction - INFO - Epoch [21][160/2147] lr: 1.244e-01, eta: 9 days, 20:52:38, time: 1.717, data_time: 0.003, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5554, loss_cls: 3.2119, loss: 3.2119, grad_norm: 1.8885 2021-01-19 11:06:23,377 - mmaction - INFO - Epoch [21][180/2147] lr: 1.244e-01, eta: 9 days, 20:51:21, time: 1.497, data_time: 0.011, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5732, loss_cls: 3.1514, loss: 3.1514, grad_norm: 1.7990 2021-01-19 11:06:57,003 - mmaction - INFO - Epoch [21][200/2147] lr: 1.245e-01, eta: 9 days, 20:50:46, time: 1.681, data_time: 0.004, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5629, loss_cls: 3.1755, loss: 3.1755, grad_norm: 1.8246 2021-01-19 11:07:28,945 - mmaction - INFO - Epoch [21][220/2147] lr: 1.245e-01, eta: 9 days, 20:49:52, time: 1.596, data_time: 0.005, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5670, loss_cls: 3.1390, loss: 3.1390, grad_norm: 1.9103 2021-01-19 11:08:00,238 - mmaction - INFO - Epoch [21][240/2147] lr: 1.246e-01, eta: 9 days, 20:48:51, time: 1.565, data_time: 0.005, memory: 16628, top1_acc: 0.2875, top5_acc: 0.5598, loss_cls: 3.2537, loss: 3.2537, grad_norm: 1.8837 2021-01-19 11:08:32,358 - mmaction - INFO - Epoch [21][260/2147] lr: 1.246e-01, eta: 9 days, 20:47:59, time: 1.607, data_time: 0.005, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5826, loss_cls: 3.1390, loss: 3.1390, grad_norm: 1.8333 2021-01-19 11:09:01,569 - mmaction - INFO - Epoch [21][280/2147] lr: 1.247e-01, eta: 9 days, 20:46:34, time: 1.462, data_time: 0.004, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5661, loss_cls: 3.1654, loss: 3.1654, grad_norm: 1.9071 2021-01-19 11:09:33,312 - mmaction - INFO - Epoch [21][300/2147] lr: 1.247e-01, eta: 9 days, 20:45:36, time: 1.581, data_time: 0.004, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5545, loss_cls: 3.2001, loss: 3.2001, grad_norm: 1.7746 2021-01-19 11:10:05,055 - mmaction - INFO - Epoch [21][320/2147] lr: 1.248e-01, eta: 9 days, 20:44:39, time: 1.583, data_time: 0.012, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5652, loss_cls: 3.1538, loss: 3.1538, grad_norm: 1.7840 2021-01-19 11:10:42,225 - mmaction - INFO - Epoch [21][340/2147] lr: 1.248e-01, eta: 9 days, 20:44:47, time: 1.864, data_time: 0.018, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5594, loss_cls: 3.2006, loss: 3.2006, grad_norm: 1.8243 2021-01-19 11:11:15,660 - mmaction - INFO - Epoch [21][360/2147] lr: 1.249e-01, eta: 9 days, 20:44:12, time: 1.674, data_time: 0.009, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5656, loss_cls: 3.1606, loss: 3.1606, grad_norm: 1.8593 2021-01-19 11:11:47,365 - mmaction - INFO - Epoch [21][380/2147] lr: 1.249e-01, eta: 9 days, 20:43:15, time: 1.586, data_time: 0.007, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5674, loss_cls: 3.1736, loss: 3.1736, grad_norm: 1.8513 2021-01-19 11:12:20,299 - mmaction - INFO - Epoch [21][400/2147] lr: 1.250e-01, eta: 9 days, 20:42:30, time: 1.634, data_time: 0.007, memory: 16628, top1_acc: 0.2929, top5_acc: 0.5482, loss_cls: 3.2476, loss: 3.2476, grad_norm: 1.8211 2021-01-19 11:12:52,467 - mmaction - INFO - Epoch [21][420/2147] lr: 1.250e-01, eta: 9 days, 20:41:40, time: 1.613, data_time: 0.022, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5643, loss_cls: 3.1663, loss: 3.1663, grad_norm: 1.8522 2021-01-19 11:13:26,297 - mmaction - INFO - Epoch [21][440/2147] lr: 1.251e-01, eta: 9 days, 20:41:10, time: 1.701, data_time: 0.016, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5665, loss_cls: 3.1671, loss: 3.1671, grad_norm: 1.8570 2021-01-19 11:13:58,703 - mmaction - INFO - Epoch [21][460/2147] lr: 1.251e-01, eta: 9 days, 20:40:21, time: 1.616, data_time: 0.004, memory: 16628, top1_acc: 0.2973, top5_acc: 0.5705, loss_cls: 3.1884, loss: 3.1884, grad_norm: 1.8321 2021-01-19 11:14:28,529 - mmaction - INFO - Epoch [21][480/2147] lr: 1.252e-01, eta: 9 days, 20:39:04, time: 1.496, data_time: 0.008, memory: 16628, top1_acc: 0.3013, top5_acc: 0.5567, loss_cls: 3.1933, loss: 3.1933, grad_norm: 1.8036 2021-01-19 11:14:57,725 - mmaction - INFO - Epoch [21][500/2147] lr: 1.252e-01, eta: 9 days, 20:37:38, time: 1.460, data_time: 0.004, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5540, loss_cls: 3.2369, loss: 3.2369, grad_norm: 1.8756 2021-01-19 11:15:30,445 - mmaction - INFO - Epoch [21][520/2147] lr: 1.253e-01, eta: 9 days, 20:36:52, time: 1.630, data_time: 0.006, memory: 16628, top1_acc: 0.2969, top5_acc: 0.5513, loss_cls: 3.1833, loss: 3.1833, grad_norm: 1.8022 2021-01-19 11:16:00,604 - mmaction - INFO - Epoch [21][540/2147] lr: 1.253e-01, eta: 9 days, 20:35:38, time: 1.508, data_time: 0.012, memory: 16628, top1_acc: 0.2906, top5_acc: 0.5482, loss_cls: 3.2610, loss: 3.2610, grad_norm: 1.8462 2021-01-19 11:16:32,055 - mmaction - INFO - Epoch [21][560/2147] lr: 1.254e-01, eta: 9 days, 20:34:39, time: 1.576, data_time: 0.009, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5701, loss_cls: 3.1786, loss: 3.1786, grad_norm: 1.8458 2021-01-19 11:17:04,829 - mmaction - INFO - Epoch [21][580/2147] lr: 1.254e-01, eta: 9 days, 20:33:56, time: 1.640, data_time: 0.063, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5598, loss_cls: 3.1497, loss: 3.1497, grad_norm: 1.8720 2021-01-19 11:17:33,750 - mmaction - INFO - Epoch [21][600/2147] lr: 1.255e-01, eta: 9 days, 20:32:27, time: 1.444, data_time: 0.003, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5638, loss_cls: 3.1755, loss: 3.1755, grad_norm: 1.8377 2021-01-19 11:18:03,043 - mmaction - INFO - Epoch [21][620/2147] lr: 1.255e-01, eta: 9 days, 20:31:02, time: 1.461, data_time: 0.013, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5629, loss_cls: 3.1898, loss: 3.1898, grad_norm: 1.7992 2021-01-19 11:18:32,568 - mmaction - INFO - Epoch [21][640/2147] lr: 1.255e-01, eta: 9 days, 20:29:41, time: 1.479, data_time: 0.011, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5621, loss_cls: 3.2151, loss: 3.2151, grad_norm: 1.8288 2021-01-19 11:19:02,614 - mmaction - INFO - Epoch [21][660/2147] lr: 1.256e-01, eta: 9 days, 20:28:26, time: 1.506, data_time: 0.007, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5549, loss_cls: 3.1665, loss: 3.1665, grad_norm: 1.8181 2021-01-19 11:19:31,693 - mmaction - INFO - Epoch [21][680/2147] lr: 1.256e-01, eta: 9 days, 20:27:00, time: 1.455, data_time: 0.004, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5603, loss_cls: 3.1838, loss: 3.1838, grad_norm: 1.8205 2021-01-19 11:20:02,925 - mmaction - INFO - Epoch [21][700/2147] lr: 1.257e-01, eta: 9 days, 20:25:57, time: 1.556, data_time: 0.004, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5625, loss_cls: 3.1673, loss: 3.1673, grad_norm: 1.8251 2021-01-19 11:20:32,242 - mmaction - INFO - Epoch [21][720/2147] lr: 1.257e-01, eta: 9 days, 20:24:34, time: 1.469, data_time: 0.008, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5536, loss_cls: 3.2066, loss: 3.2066, grad_norm: 1.8930 2021-01-19 11:21:03,299 - mmaction - INFO - Epoch [21][740/2147] lr: 1.258e-01, eta: 9 days, 20:23:31, time: 1.556, data_time: 0.005, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5629, loss_cls: 3.1617, loss: 3.1617, grad_norm: 1.8301 2021-01-19 11:21:32,634 - mmaction - INFO - Epoch [21][760/2147] lr: 1.258e-01, eta: 9 days, 20:22:06, time: 1.464, data_time: 0.003, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5433, loss_cls: 3.2553, loss: 3.2553, grad_norm: 1.8529 2021-01-19 11:22:20,321 - mmaction - INFO - Epoch [21][780/2147] lr: 1.259e-01, eta: 9 days, 20:24:14, time: 2.378, data_time: 0.037, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5603, loss_cls: 3.1818, loss: 3.1818, grad_norm: 1.8047 2021-01-19 11:22:50,743 - mmaction - INFO - Epoch [21][800/2147] lr: 1.259e-01, eta: 9 days, 20:23:03, time: 1.523, data_time: 0.015, memory: 16628, top1_acc: 0.2973, top5_acc: 0.5598, loss_cls: 3.1926, loss: 3.1926, grad_norm: 1.8301 2021-01-19 11:23:22,903 - mmaction - INFO - Epoch [21][820/2147] lr: 1.260e-01, eta: 9 days, 20:22:13, time: 1.612, data_time: 0.012, memory: 16628, top1_acc: 0.2973, top5_acc: 0.5460, loss_cls: 3.2266, loss: 3.2266, grad_norm: 1.8512 2021-01-19 11:23:52,270 - mmaction - INFO - Epoch [21][840/2147] lr: 1.260e-01, eta: 9 days, 20:20:51, time: 1.469, data_time: 0.006, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5674, loss_cls: 3.1671, loss: 3.1671, grad_norm: 1.8068 2021-01-19 11:24:20,899 - mmaction - INFO - Epoch [21][860/2147] lr: 1.261e-01, eta: 9 days, 20:19:19, time: 1.433, data_time: 0.006, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5696, loss_cls: 3.1367, loss: 3.1367, grad_norm: 1.8556 2021-01-19 11:24:50,518 - mmaction - INFO - Epoch [21][880/2147] lr: 1.261e-01, eta: 9 days, 20:17:58, time: 1.477, data_time: 0.005, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5473, loss_cls: 3.2483, loss: 3.2483, grad_norm: 1.8331 2021-01-19 11:25:19,318 - mmaction - INFO - Epoch [21][900/2147] lr: 1.262e-01, eta: 9 days, 20:16:30, time: 1.444, data_time: 0.008, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5647, loss_cls: 3.1747, loss: 3.1747, grad_norm: 1.8084 2021-01-19 11:25:48,018 - mmaction - INFO - Epoch [21][920/2147] lr: 1.262e-01, eta: 9 days, 20:15:00, time: 1.436, data_time: 0.006, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5808, loss_cls: 3.1083, loss: 3.1083, grad_norm: 1.8347 2021-01-19 11:26:16,818 - mmaction - INFO - Epoch [21][940/2147] lr: 1.263e-01, eta: 9 days, 20:13:30, time: 1.439, data_time: 0.008, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5714, loss_cls: 3.1750, loss: 3.1750, grad_norm: 1.8651 2021-01-19 11:26:47,193 - mmaction - INFO - Epoch [21][960/2147] lr: 1.263e-01, eta: 9 days, 20:12:19, time: 1.519, data_time: 0.004, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5665, loss_cls: 3.1639, loss: 3.1639, grad_norm: 1.8218 2021-01-19 11:27:17,091 - mmaction - INFO - Epoch [21][980/2147] lr: 1.264e-01, eta: 9 days, 20:11:01, time: 1.489, data_time: 0.004, memory: 16628, top1_acc: 0.3004, top5_acc: 0.5487, loss_cls: 3.2499, loss: 3.2499, grad_norm: 1.8971 2021-01-19 11:27:49,985 - mmaction - INFO - Epoch [21][1000/2147] lr: 1.264e-01, eta: 9 days, 20:10:20, time: 1.652, data_time: 0.011, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5598, loss_cls: 3.1808, loss: 3.1808, grad_norm: 1.8037 2021-01-19 11:28:20,660 - mmaction - INFO - Epoch [21][1020/2147] lr: 1.265e-01, eta: 9 days, 20:09:13, time: 1.533, data_time: 0.005, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5536, loss_cls: 3.2094, loss: 3.2094, grad_norm: 1.8090 2021-01-19 11:28:49,930 - mmaction - INFO - Epoch [21][1040/2147] lr: 1.265e-01, eta: 9 days, 20:07:49, time: 1.462, data_time: 0.004, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5817, loss_cls: 3.1215, loss: 3.1215, grad_norm: 1.8587 2021-01-19 11:29:19,045 - mmaction - INFO - Epoch [21][1060/2147] lr: 1.266e-01, eta: 9 days, 20:06:23, time: 1.456, data_time: 0.005, memory: 16628, top1_acc: 0.3062, top5_acc: 0.5469, loss_cls: 3.2285, loss: 3.2285, grad_norm: 1.8312 2021-01-19 11:29:49,617 - mmaction - INFO - Epoch [21][1080/2147] lr: 1.266e-01, eta: 9 days, 20:05:15, time: 1.531, data_time: 0.007, memory: 16628, top1_acc: 0.2964, top5_acc: 0.5482, loss_cls: 3.2436, loss: 3.2436, grad_norm: 1.8365 2021-01-19 11:30:20,516 - mmaction - INFO - Epoch [21][1100/2147] lr: 1.267e-01, eta: 9 days, 20:04:09, time: 1.539, data_time: 0.003, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5741, loss_cls: 3.2168, loss: 3.2168, grad_norm: 1.8176 2021-01-19 11:30:49,604 - mmaction - INFO - Epoch [21][1120/2147] lr: 1.267e-01, eta: 9 days, 20:02:44, time: 1.456, data_time: 0.012, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5768, loss_cls: 3.1512, loss: 3.1512, grad_norm: 1.7869 2021-01-19 11:31:20,220 - mmaction - INFO - Epoch [21][1140/2147] lr: 1.268e-01, eta: 9 days, 20:01:37, time: 1.536, data_time: 0.010, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5625, loss_cls: 3.1621, loss: 3.1621, grad_norm: 1.8502 2021-01-19 11:31:55,795 - mmaction - INFO - Epoch [21][1160/2147] lr: 1.268e-01, eta: 9 days, 20:01:25, time: 1.777, data_time: 0.003, memory: 16628, top1_acc: 0.2960, top5_acc: 0.5612, loss_cls: 3.1789, loss: 3.1789, grad_norm: 1.8692 2021-01-19 11:32:24,560 - mmaction - INFO - Epoch [21][1180/2147] lr: 1.269e-01, eta: 9 days, 19:59:56, time: 1.438, data_time: 0.007, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5772, loss_cls: 3.1199, loss: 3.1199, grad_norm: 1.8127 2021-01-19 11:32:54,123 - mmaction - INFO - Epoch [21][1200/2147] lr: 1.269e-01, eta: 9 days, 19:58:36, time: 1.480, data_time: 0.005, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5656, loss_cls: 3.1402, loss: 3.1402, grad_norm: 1.8435 2021-01-19 11:33:24,175 - mmaction - INFO - Epoch [21][1220/2147] lr: 1.270e-01, eta: 9 days, 19:57:22, time: 1.501, data_time: 0.004, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5518, loss_cls: 3.1643, loss: 3.1643, grad_norm: 1.8135 2021-01-19 11:33:57,103 - mmaction - INFO - Epoch [21][1240/2147] lr: 1.270e-01, eta: 9 days, 19:56:39, time: 1.642, data_time: 0.006, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5607, loss_cls: 3.2001, loss: 3.2001, grad_norm: 1.8703 2021-01-19 11:34:27,203 - mmaction - INFO - Epoch [21][1260/2147] lr: 1.271e-01, eta: 9 days, 19:55:25, time: 1.504, data_time: 0.011, memory: 16628, top1_acc: 0.3018, top5_acc: 0.5531, loss_cls: 3.2362, loss: 3.2362, grad_norm: 1.8083 2021-01-19 11:34:58,134 - mmaction - INFO - Epoch [21][1280/2147] lr: 1.271e-01, eta: 9 days, 19:54:22, time: 1.552, data_time: 0.011, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5719, loss_cls: 3.1534, loss: 3.1534, grad_norm: 1.8133 2021-01-19 11:35:28,473 - mmaction - INFO - Epoch [21][1300/2147] lr: 1.272e-01, eta: 9 days, 19:53:11, time: 1.514, data_time: 0.008, memory: 16628, top1_acc: 0.2973, top5_acc: 0.5576, loss_cls: 3.1919, loss: 3.1919, grad_norm: 1.8184 2021-01-19 11:35:59,514 - mmaction - INFO - Epoch [21][1320/2147] lr: 1.272e-01, eta: 9 days, 19:52:09, time: 1.556, data_time: 0.008, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5719, loss_cls: 3.1621, loss: 3.1621, grad_norm: 1.8523 2021-01-19 11:36:33,965 - mmaction - INFO - Epoch [21][1340/2147] lr: 1.272e-01, eta: 9 days, 19:51:42, time: 1.711, data_time: 0.010, memory: 16628, top1_acc: 0.2924, top5_acc: 0.5558, loss_cls: 3.1947, loss: 3.1947, grad_norm: 1.8805 2021-01-19 11:37:03,992 - mmaction - INFO - Epoch [21][1360/2147] lr: 1.273e-01, eta: 9 days, 19:50:30, time: 1.514, data_time: 0.022, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5710, loss_cls: 3.1572, loss: 3.1572, grad_norm: 1.8598 2021-01-19 11:37:34,494 - mmaction - INFO - Epoch [21][1380/2147] lr: 1.273e-01, eta: 9 days, 19:49:22, time: 1.527, data_time: 0.003, memory: 16628, top1_acc: 0.3000, top5_acc: 0.5625, loss_cls: 3.2278, loss: 3.2278, grad_norm: 1.8040 2021-01-19 11:38:07,288 - mmaction - INFO - Epoch [21][1400/2147] lr: 1.274e-01, eta: 9 days, 19:48:39, time: 1.639, data_time: 0.002, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5473, loss_cls: 3.2618, loss: 3.2618, grad_norm: 1.7827 2021-01-19 11:38:38,600 - mmaction - INFO - Epoch [21][1420/2147] lr: 1.274e-01, eta: 9 days, 19:47:39, time: 1.565, data_time: 0.004, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5629, loss_cls: 3.1968, loss: 3.1968, grad_norm: 1.8249 2021-01-19 11:39:10,407 - mmaction - INFO - Epoch [21][1440/2147] lr: 1.275e-01, eta: 9 days, 19:46:44, time: 1.584, data_time: 0.003, memory: 16628, top1_acc: 0.3000, top5_acc: 0.5442, loss_cls: 3.2621, loss: 3.2621, grad_norm: 1.8171 2021-01-19 11:39:39,583 - mmaction - INFO - Epoch [21][1460/2147] lr: 1.275e-01, eta: 9 days, 19:45:21, time: 1.463, data_time: 0.009, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5567, loss_cls: 3.2092, loss: 3.2092, grad_norm: 1.8153 2021-01-19 11:40:09,103 - mmaction - INFO - Epoch [21][1480/2147] lr: 1.276e-01, eta: 9 days, 19:43:59, time: 1.470, data_time: 0.006, memory: 16628, top1_acc: 0.3013, top5_acc: 0.5594, loss_cls: 3.2224, loss: 3.2224, grad_norm: 1.8043 2021-01-19 11:40:41,387 - mmaction - INFO - Epoch [21][1500/2147] lr: 1.276e-01, eta: 9 days, 19:43:12, time: 1.621, data_time: 0.013, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5643, loss_cls: 3.1664, loss: 3.1664, grad_norm: 1.7991 2021-01-19 11:41:10,628 - mmaction - INFO - Epoch [21][1520/2147] lr: 1.277e-01, eta: 9 days, 19:41:50, time: 1.464, data_time: 0.005, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5875, loss_cls: 3.1337, loss: 3.1337, grad_norm: 1.8675 2021-01-19 11:41:44,249 - mmaction - INFO - Epoch [21][1540/2147] lr: 1.277e-01, eta: 9 days, 19:41:09, time: 1.646, data_time: 0.002, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5670, loss_cls: 3.1759, loss: 3.1759, grad_norm: 1.8459 2021-01-19 11:42:14,836 - mmaction - INFO - Epoch [21][1560/2147] lr: 1.278e-01, eta: 9 days, 19:40:08, time: 1.561, data_time: 0.098, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5705, loss_cls: 3.1622, loss: 3.1622, grad_norm: 1.8364 2021-01-19 11:42:44,769 - mmaction - INFO - Epoch [21][1580/2147] lr: 1.278e-01, eta: 9 days, 19:38:52, time: 1.491, data_time: 0.012, memory: 16628, top1_acc: 0.2929, top5_acc: 0.5411, loss_cls: 3.2768, loss: 3.2768, grad_norm: 1.8345 2021-01-19 11:43:15,976 - mmaction - INFO - Epoch [21][1600/2147] lr: 1.279e-01, eta: 9 days, 19:37:53, time: 1.567, data_time: 0.010, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5647, loss_cls: 3.1453, loss: 3.1453, grad_norm: 1.8180 2021-01-19 11:43:44,975 - mmaction - INFO - Epoch [21][1620/2147] lr: 1.279e-01, eta: 9 days, 19:36:27, time: 1.452, data_time: 0.003, memory: 16628, top1_acc: 0.2942, top5_acc: 0.5558, loss_cls: 3.1898, loss: 3.1898, grad_norm: 1.8495 2021-01-19 11:44:13,953 - mmaction - INFO - Epoch [21][1640/2147] lr: 1.280e-01, eta: 9 days, 19:35:01, time: 1.447, data_time: 0.003, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5741, loss_cls: 3.1105, loss: 3.1105, grad_norm: 1.8290 2021-01-19 11:44:47,438 - mmaction - INFO - Epoch [21][1660/2147] lr: 1.280e-01, eta: 9 days, 19:34:25, time: 1.667, data_time: 0.005, memory: 16628, top1_acc: 0.2902, top5_acc: 0.5455, loss_cls: 3.2540, loss: 3.2540, grad_norm: 1.8502 2021-01-19 11:45:18,031 - mmaction - INFO - Epoch [21][1680/2147] lr: 1.281e-01, eta: 9 days, 19:33:18, time: 1.532, data_time: 0.011, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5647, loss_cls: 3.1819, loss: 3.1819, grad_norm: 1.8134 2021-01-19 11:45:50,384 - mmaction - INFO - Epoch [21][1700/2147] lr: 1.281e-01, eta: 9 days, 19:32:30, time: 1.615, data_time: 0.011, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5500, loss_cls: 3.2505, loss: 3.2505, grad_norm: 1.8179 2021-01-19 11:46:19,849 - mmaction - INFO - Epoch [21][1720/2147] lr: 1.282e-01, eta: 9 days, 19:31:11, time: 1.480, data_time: 0.012, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5589, loss_cls: 3.1751, loss: 3.1751, grad_norm: 1.8270 2021-01-19 11:46:54,045 - mmaction - INFO - Epoch [21][1740/2147] lr: 1.282e-01, eta: 9 days, 19:30:45, time: 1.709, data_time: 0.004, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5701, loss_cls: 3.1424, loss: 3.1424, grad_norm: 1.8335 2021-01-19 11:47:23,973 - mmaction - INFO - Epoch [21][1760/2147] lr: 1.283e-01, eta: 9 days, 19:29:29, time: 1.490, data_time: 0.005, memory: 16628, top1_acc: 0.2808, top5_acc: 0.5388, loss_cls: 3.2529, loss: 3.2529, grad_norm: 1.8475 2021-01-19 11:47:53,191 - mmaction - INFO - Epoch [21][1780/2147] lr: 1.283e-01, eta: 9 days, 19:28:07, time: 1.466, data_time: 0.013, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5598, loss_cls: 3.1872, loss: 3.1872, grad_norm: 1.8539 2021-01-19 11:48:23,084 - mmaction - INFO - Epoch [21][1800/2147] lr: 1.284e-01, eta: 9 days, 19:26:51, time: 1.492, data_time: 0.004, memory: 16628, top1_acc: 0.2853, top5_acc: 0.5424, loss_cls: 3.3184, loss: 3.3184, grad_norm: 1.8121 2021-01-19 11:48:55,357 - mmaction - INFO - Epoch [21][1820/2147] lr: 1.284e-01, eta: 9 days, 19:26:04, time: 1.618, data_time: 0.010, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5433, loss_cls: 3.2591, loss: 3.2591, grad_norm: 1.8212 2021-01-19 11:49:29,198 - mmaction - INFO - Epoch [21][1840/2147] lr: 1.285e-01, eta: 9 days, 19:25:32, time: 1.688, data_time: 0.003, memory: 16628, top1_acc: 0.2964, top5_acc: 0.5527, loss_cls: 3.2362, loss: 3.2362, grad_norm: 1.7968 2021-01-19 11:49:58,290 - mmaction - INFO - Epoch [21][1860/2147] lr: 1.285e-01, eta: 9 days, 19:24:08, time: 1.456, data_time: 0.007, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5692, loss_cls: 3.1880, loss: 3.1880, grad_norm: 1.8241 2021-01-19 11:50:29,771 - mmaction - INFO - Epoch [21][1880/2147] lr: 1.286e-01, eta: 9 days, 19:23:12, time: 1.576, data_time: 0.006, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5513, loss_cls: 3.1993, loss: 3.1993, grad_norm: 1.8053 2021-01-19 11:51:00,422 - mmaction - INFO - Epoch [21][1900/2147] lr: 1.286e-01, eta: 9 days, 19:22:06, time: 1.534, data_time: 0.009, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5924, loss_cls: 3.1024, loss: 3.1024, grad_norm: 1.8156 2021-01-19 11:51:30,477 - mmaction - INFO - Epoch [21][1920/2147] lr: 1.287e-01, eta: 9 days, 19:20:52, time: 1.500, data_time: 0.002, memory: 16628, top1_acc: 0.2978, top5_acc: 0.5491, loss_cls: 3.2642, loss: 3.2642, grad_norm: 1.8492 2021-01-19 11:52:05,689 - mmaction - INFO - Epoch [21][1940/2147] lr: 1.287e-01, eta: 9 days, 19:20:37, time: 1.762, data_time: 0.007, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5571, loss_cls: 3.1969, loss: 3.1969, grad_norm: 1.8685 2021-01-19 11:52:38,611 - mmaction - INFO - Epoch [21][1960/2147] lr: 1.288e-01, eta: 9 days, 19:19:55, time: 1.641, data_time: 0.004, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5496, loss_cls: 3.2156, loss: 3.2156, grad_norm: 1.8136 2021-01-19 11:53:08,493 - mmaction - INFO - Epoch [21][1980/2147] lr: 1.288e-01, eta: 9 days, 19:18:41, time: 1.498, data_time: 0.010, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5625, loss_cls: 3.2274, loss: 3.2274, grad_norm: 1.8674 2021-01-19 11:53:40,020 - mmaction - INFO - Epoch [21][2000/2147] lr: 1.289e-01, eta: 9 days, 19:17:45, time: 1.578, data_time: 0.007, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5692, loss_cls: 3.1877, loss: 3.1877, grad_norm: 1.8408 2021-01-19 11:54:09,582 - mmaction - INFO - Epoch [21][2020/2147] lr: 1.289e-01, eta: 9 days, 19:16:26, time: 1.477, data_time: 0.037, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5455, loss_cls: 3.2003, loss: 3.2003, grad_norm: 1.8332 2021-01-19 11:54:39,052 - mmaction - INFO - Epoch [21][2040/2147] lr: 1.289e-01, eta: 9 days, 19:15:06, time: 1.470, data_time: 0.006, memory: 16628, top1_acc: 0.3062, top5_acc: 0.5589, loss_cls: 3.1643, loss: 3.1643, grad_norm: 1.8301 2021-01-19 11:55:12,395 - mmaction - INFO - Epoch [21][2060/2147] lr: 1.290e-01, eta: 9 days, 19:14:30, time: 1.669, data_time: 0.011, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5616, loss_cls: 3.2420, loss: 3.2420, grad_norm: 1.8308 2021-01-19 11:55:44,018 - mmaction - INFO - Epoch [21][2080/2147] lr: 1.290e-01, eta: 9 days, 19:13:34, time: 1.575, data_time: 0.004, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5705, loss_cls: 3.2129, loss: 3.2129, grad_norm: 1.7907 2021-01-19 11:56:15,637 - mmaction - INFO - Epoch [21][2100/2147] lr: 1.291e-01, eta: 9 days, 19:12:40, time: 1.587, data_time: 0.011, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5460, loss_cls: 3.2307, loss: 3.2307, grad_norm: 1.8037 2021-01-19 11:56:50,615 - mmaction - INFO - Epoch [21][2120/2147] lr: 1.291e-01, eta: 9 days, 19:12:22, time: 1.752, data_time: 0.005, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5598, loss_cls: 3.1488, loss: 3.1488, grad_norm: 1.8456 2021-01-19 11:57:19,842 - mmaction - INFO - Epoch [21][2140/2147] lr: 1.292e-01, eta: 9 days, 19:11:00, time: 1.461, data_time: 0.007, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5612, loss_cls: 3.1840, loss: 3.1840, grad_norm: 1.8026 2021-01-19 12:02:59,966 - mmaction - INFO - Epoch [22][20/2147] lr: 1.291e-01, eta: 9 days, 19:59:27, time: 15.462, data_time: 13.790, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5893, loss_cls: 3.0740, loss: 3.0740, grad_norm: 1.8258 2021-01-19 12:03:36,018 - mmaction - INFO - Epoch [22][40/2147] lr: 1.291e-01, eta: 9 days, 19:59:20, time: 1.801, data_time: 0.008, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5687, loss_cls: 3.1460, loss: 3.1460, grad_norm: 1.8131 2021-01-19 12:04:05,012 - mmaction - INFO - Epoch [22][60/2147] lr: 1.292e-01, eta: 9 days, 19:57:54, time: 1.451, data_time: 0.014, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5638, loss_cls: 3.1671, loss: 3.1671, grad_norm: 1.7893 2021-01-19 12:04:36,610 - mmaction - INFO - Epoch [22][80/2147] lr: 1.292e-01, eta: 9 days, 19:56:56, time: 1.574, data_time: 0.005, memory: 16628, top1_acc: 0.3063, top5_acc: 0.5687, loss_cls: 3.1387, loss: 3.1387, grad_norm: 1.8075 2021-01-19 12:05:05,279 - mmaction - INFO - Epoch [22][100/2147] lr: 1.293e-01, eta: 9 days, 19:55:28, time: 1.441, data_time: 0.010, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5603, loss_cls: 3.1501, loss: 3.1501, grad_norm: 1.8295 2021-01-19 12:05:34,040 - mmaction - INFO - Epoch [22][120/2147] lr: 1.293e-01, eta: 9 days, 19:53:59, time: 1.436, data_time: 0.003, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5612, loss_cls: 3.1915, loss: 3.1915, grad_norm: 1.8201 2021-01-19 12:06:06,982 - mmaction - INFO - Epoch [22][140/2147] lr: 1.293e-01, eta: 9 days, 19:53:17, time: 1.645, data_time: 0.011, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5679, loss_cls: 3.1800, loss: 3.1800, grad_norm: 1.8428 2021-01-19 12:06:36,111 - mmaction - INFO - Epoch [22][160/2147] lr: 1.294e-01, eta: 9 days, 19:51:53, time: 1.459, data_time: 0.020, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5661, loss_cls: 3.1428, loss: 3.1428, grad_norm: 1.8262 2021-01-19 12:07:07,582 - mmaction - INFO - Epoch [22][180/2147] lr: 1.294e-01, eta: 9 days, 19:50:54, time: 1.570, data_time: 0.006, memory: 16628, top1_acc: 0.2915, top5_acc: 0.5469, loss_cls: 3.2109, loss: 3.2109, grad_norm: 1.8101 2021-01-19 12:07:36,958 - mmaction - INFO - Epoch [22][200/2147] lr: 1.295e-01, eta: 9 days, 19:49:32, time: 1.469, data_time: 0.008, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5576, loss_cls: 3.1574, loss: 3.1574, grad_norm: 1.8093 2021-01-19 12:08:06,368 - mmaction - INFO - Epoch [22][220/2147] lr: 1.295e-01, eta: 9 days, 19:48:11, time: 1.470, data_time: 0.008, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5603, loss_cls: 3.1827, loss: 3.1827, grad_norm: 1.8506 2021-01-19 12:08:36,961 - mmaction - INFO - Epoch [22][240/2147] lr: 1.296e-01, eta: 9 days, 19:47:05, time: 1.535, data_time: 0.019, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5576, loss_cls: 3.1955, loss: 3.1955, grad_norm: 1.7978 2021-01-19 12:09:09,842 - mmaction - INFO - Epoch [22][260/2147] lr: 1.296e-01, eta: 9 days, 19:46:19, time: 1.631, data_time: 0.002, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5629, loss_cls: 3.1880, loss: 3.1880, grad_norm: 1.8627 2021-01-19 12:09:48,396 - mmaction - INFO - Epoch [22][280/2147] lr: 1.297e-01, eta: 9 days, 19:46:42, time: 1.938, data_time: 0.018, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5451, loss_cls: 3.2410, loss: 3.2410, grad_norm: 1.8218 2021-01-19 12:10:33,014 - mmaction - INFO - Epoch [22][300/2147] lr: 1.297e-01, eta: 9 days, 19:48:09, time: 2.225, data_time: 0.010, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5652, loss_cls: 3.1478, loss: 3.1478, grad_norm: 1.7961 2021-01-19 12:11:07,100 - mmaction - INFO - Epoch [22][320/2147] lr: 1.298e-01, eta: 9 days, 19:47:37, time: 1.689, data_time: 0.016, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5795, loss_cls: 3.0943, loss: 3.0943, grad_norm: 1.8502 2021-01-19 12:11:46,514 - mmaction - INFO - Epoch [22][340/2147] lr: 1.298e-01, eta: 9 days, 19:48:12, time: 1.993, data_time: 0.025, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5754, loss_cls: 3.1354, loss: 3.1354, grad_norm: 1.7980 2021-01-19 12:12:20,937 - mmaction - INFO - Epoch [22][360/2147] lr: 1.299e-01, eta: 9 days, 19:47:46, time: 1.720, data_time: 0.007, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5522, loss_cls: 3.2668, loss: 3.2668, grad_norm: 1.8131 2021-01-19 12:12:50,792 - mmaction - INFO - Epoch [22][380/2147] lr: 1.299e-01, eta: 9 days, 19:46:31, time: 1.494, data_time: 0.009, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5558, loss_cls: 3.2081, loss: 3.2081, grad_norm: 1.8234 2021-01-19 12:13:24,676 - mmaction - INFO - Epoch [22][400/2147] lr: 1.300e-01, eta: 9 days, 19:45:56, time: 1.682, data_time: 0.006, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5679, loss_cls: 3.1402, loss: 3.1402, grad_norm: 1.8201 2021-01-19 12:13:54,001 - mmaction - INFO - Epoch [22][420/2147] lr: 1.300e-01, eta: 9 days, 19:44:37, time: 1.475, data_time: 0.018, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5777, loss_cls: 3.1095, loss: 3.1095, grad_norm: 1.8054 2021-01-19 12:14:23,811 - mmaction - INFO - Epoch [22][440/2147] lr: 1.301e-01, eta: 9 days, 19:43:20, time: 1.492, data_time: 0.012, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5607, loss_cls: 3.1849, loss: 3.1849, grad_norm: 1.8649 2021-01-19 12:14:56,545 - mmaction - INFO - Epoch [22][460/2147] lr: 1.301e-01, eta: 9 days, 19:42:37, time: 1.639, data_time: 0.008, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5705, loss_cls: 3.1595, loss: 3.1595, grad_norm: 1.8090 2021-01-19 12:15:25,514 - mmaction - INFO - Epoch [22][480/2147] lr: 1.302e-01, eta: 9 days, 19:41:11, time: 1.449, data_time: 0.006, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5536, loss_cls: 3.2137, loss: 3.2137, grad_norm: 1.8258 2021-01-19 12:15:55,839 - mmaction - INFO - Epoch [22][500/2147] lr: 1.302e-01, eta: 9 days, 19:39:59, time: 1.508, data_time: 0.002, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5737, loss_cls: 3.1289, loss: 3.1289, grad_norm: 1.8378 2021-01-19 12:16:25,866 - mmaction - INFO - Epoch [22][520/2147] lr: 1.303e-01, eta: 9 days, 19:38:47, time: 1.509, data_time: 0.016, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5723, loss_cls: 3.1797, loss: 3.1797, grad_norm: 1.8950 2021-01-19 12:16:55,132 - mmaction - INFO - Epoch [22][540/2147] lr: 1.303e-01, eta: 9 days, 19:37:24, time: 1.463, data_time: 0.003, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5754, loss_cls: 3.1047, loss: 3.1047, grad_norm: 1.8478 2021-01-19 12:17:26,939 - mmaction - INFO - Epoch [22][560/2147] lr: 1.304e-01, eta: 9 days, 19:36:31, time: 1.593, data_time: 0.010, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5616, loss_cls: 3.2074, loss: 3.2074, grad_norm: 1.8783 2021-01-19 12:17:58,124 - mmaction - INFO - Epoch [22][580/2147] lr: 1.304e-01, eta: 9 days, 19:35:30, time: 1.558, data_time: 0.003, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5696, loss_cls: 3.1105, loss: 3.1105, grad_norm: 1.7931 2021-01-19 12:18:27,570 - mmaction - INFO - Epoch [22][600/2147] lr: 1.305e-01, eta: 9 days, 19:34:10, time: 1.473, data_time: 0.004, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5665, loss_cls: 3.1481, loss: 3.1481, grad_norm: 1.8704 2021-01-19 12:18:57,355 - mmaction - INFO - Epoch [22][620/2147] lr: 1.305e-01, eta: 9 days, 19:32:53, time: 1.488, data_time: 0.003, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5719, loss_cls: 3.1878, loss: 3.1878, grad_norm: 1.8827 2021-01-19 12:19:30,058 - mmaction - INFO - Epoch [22][640/2147] lr: 1.306e-01, eta: 9 days, 19:32:08, time: 1.633, data_time: 0.033, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5594, loss_cls: 3.1595, loss: 3.1595, grad_norm: 1.7859 2021-01-19 12:20:01,278 - mmaction - INFO - Epoch [22][660/2147] lr: 1.306e-01, eta: 9 days, 19:31:09, time: 1.564, data_time: 0.006, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5518, loss_cls: 3.2107, loss: 3.2107, grad_norm: 1.8249 2021-01-19 12:20:30,253 - mmaction - INFO - Epoch [22][680/2147] lr: 1.307e-01, eta: 9 days, 19:29:43, time: 1.448, data_time: 0.003, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5692, loss_cls: 3.1524, loss: 3.1524, grad_norm: 1.8532 2021-01-19 12:20:59,745 - mmaction - INFO - Epoch [22][700/2147] lr: 1.307e-01, eta: 9 days, 19:28:24, time: 1.475, data_time: 0.005, memory: 16628, top1_acc: 0.2902, top5_acc: 0.5491, loss_cls: 3.2259, loss: 3.2259, grad_norm: 1.8060 2021-01-19 12:21:28,632 - mmaction - INFO - Epoch [22][720/2147] lr: 1.308e-01, eta: 9 days, 19:26:58, time: 1.445, data_time: 0.008, memory: 16628, top1_acc: 0.3018, top5_acc: 0.5629, loss_cls: 3.1687, loss: 3.1687, grad_norm: 1.8087 2021-01-19 12:21:59,480 - mmaction - INFO - Epoch [22][740/2147] lr: 1.308e-01, eta: 9 days, 19:25:54, time: 1.542, data_time: 0.002, memory: 16628, top1_acc: 0.2946, top5_acc: 0.5513, loss_cls: 3.2268, loss: 3.2268, grad_norm: 1.8151 2021-01-19 12:22:28,135 - mmaction - INFO - Epoch [22][760/2147] lr: 1.309e-01, eta: 9 days, 19:24:25, time: 1.431, data_time: 0.005, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5504, loss_cls: 3.2392, loss: 3.2392, grad_norm: 1.8250 2021-01-19 12:22:59,152 - mmaction - INFO - Epoch [22][780/2147] lr: 1.309e-01, eta: 9 days, 19:23:23, time: 1.554, data_time: 0.005, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5594, loss_cls: 3.1814, loss: 3.1814, grad_norm: 1.7941 2021-01-19 12:23:34,117 - mmaction - INFO - Epoch [22][800/2147] lr: 1.309e-01, eta: 9 days, 19:23:01, time: 1.736, data_time: 0.004, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5687, loss_cls: 3.1575, loss: 3.1575, grad_norm: 1.8219 2021-01-19 12:24:03,177 - mmaction - INFO - Epoch [22][820/2147] lr: 1.310e-01, eta: 9 days, 19:21:39, time: 1.462, data_time: 0.027, memory: 16628, top1_acc: 0.3013, top5_acc: 0.5562, loss_cls: 3.2041, loss: 3.2041, grad_norm: 1.7950 2021-01-19 12:24:31,817 - mmaction - INFO - Epoch [22][840/2147] lr: 1.310e-01, eta: 9 days, 19:20:11, time: 1.434, data_time: 0.009, memory: 16628, top1_acc: 0.2920, top5_acc: 0.5616, loss_cls: 3.1836, loss: 3.1836, grad_norm: 1.8168 2021-01-19 12:25:01,541 - mmaction - INFO - Epoch [22][860/2147] lr: 1.311e-01, eta: 9 days, 19:18:54, time: 1.483, data_time: 0.003, memory: 16628, top1_acc: 0.3062, top5_acc: 0.5567, loss_cls: 3.2029, loss: 3.2029, grad_norm: 1.8207 2021-01-19 12:25:30,927 - mmaction - INFO - Epoch [22][880/2147] lr: 1.311e-01, eta: 9 days, 19:17:34, time: 1.471, data_time: 0.012, memory: 16628, top1_acc: 0.2960, top5_acc: 0.5406, loss_cls: 3.2336, loss: 3.2336, grad_norm: 1.8216 2021-01-19 12:25:59,935 - mmaction - INFO - Epoch [22][900/2147] lr: 1.312e-01, eta: 9 days, 19:16:09, time: 1.449, data_time: 0.004, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5545, loss_cls: 3.1876, loss: 3.1876, grad_norm: 1.7614 2021-01-19 12:26:29,057 - mmaction - INFO - Epoch [22][920/2147] lr: 1.312e-01, eta: 9 days, 19:14:46, time: 1.456, data_time: 0.006, memory: 16628, top1_acc: 0.2991, top5_acc: 0.5500, loss_cls: 3.2000, loss: 3.2000, grad_norm: 1.8022 2021-01-19 12:26:59,441 - mmaction - INFO - Epoch [22][940/2147] lr: 1.313e-01, eta: 9 days, 19:13:37, time: 1.518, data_time: 0.005, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5638, loss_cls: 3.2040, loss: 3.2040, grad_norm: 1.7965 2021-01-19 12:27:30,495 - mmaction - INFO - Epoch [22][960/2147] lr: 1.313e-01, eta: 9 days, 19:12:36, time: 1.556, data_time: 0.009, memory: 16628, top1_acc: 0.2982, top5_acc: 0.5388, loss_cls: 3.2577, loss: 3.2577, grad_norm: 1.8306 2021-01-19 12:28:00,418 - mmaction - INFO - Epoch [22][980/2147] lr: 1.314e-01, eta: 9 days, 19:11:22, time: 1.498, data_time: 0.007, memory: 16628, top1_acc: 0.2964, top5_acc: 0.5683, loss_cls: 3.2292, loss: 3.2292, grad_norm: 1.8339 2021-01-19 12:28:32,732 - mmaction - INFO - Epoch [22][1000/2147] lr: 1.314e-01, eta: 9 days, 19:10:33, time: 1.610, data_time: 0.001, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5562, loss_cls: 3.2054, loss: 3.2054, grad_norm: 1.8013 2021-01-19 12:29:04,657 - mmaction - INFO - Epoch [22][1020/2147] lr: 1.315e-01, eta: 9 days, 19:09:41, time: 1.600, data_time: 0.010, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5562, loss_cls: 3.1886, loss: 3.1886, grad_norm: 1.7933 2021-01-19 12:29:36,694 - mmaction - INFO - Epoch [22][1040/2147] lr: 1.315e-01, eta: 9 days, 19:08:50, time: 1.599, data_time: 0.006, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5808, loss_cls: 3.1335, loss: 3.1335, grad_norm: 1.8251 2021-01-19 12:30:05,682 - mmaction - INFO - Epoch [22][1060/2147] lr: 1.316e-01, eta: 9 days, 19:07:26, time: 1.454, data_time: 0.013, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5545, loss_cls: 3.2112, loss: 3.2112, grad_norm: 1.8165 2021-01-19 12:30:35,372 - mmaction - INFO - Epoch [22][1080/2147] lr: 1.316e-01, eta: 9 days, 19:06:10, time: 1.485, data_time: 0.002, memory: 16628, top1_acc: 0.2893, top5_acc: 0.5567, loss_cls: 3.2250, loss: 3.2250, grad_norm: 1.8686 2021-01-19 12:31:04,108 - mmaction - INFO - Epoch [22][1100/2147] lr: 1.317e-01, eta: 9 days, 19:04:42, time: 1.434, data_time: 0.002, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5589, loss_cls: 3.1888, loss: 3.1888, grad_norm: 1.7891 2021-01-19 12:31:33,049 - mmaction - INFO - Epoch [22][1120/2147] lr: 1.317e-01, eta: 9 days, 19:03:19, time: 1.450, data_time: 0.008, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5790, loss_cls: 3.1179, loss: 3.1179, grad_norm: 1.8002 2021-01-19 12:32:16,225 - mmaction - INFO - Epoch [22][1140/2147] lr: 1.318e-01, eta: 9 days, 19:04:27, time: 2.149, data_time: 0.056, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5750, loss_cls: 3.1080, loss: 3.1080, grad_norm: 1.8503 2021-01-19 12:32:46,082 - mmaction - INFO - Epoch [22][1160/2147] lr: 1.318e-01, eta: 9 days, 19:03:14, time: 1.499, data_time: 0.018, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5518, loss_cls: 3.1967, loss: 3.1967, grad_norm: 1.8415 2021-01-19 12:33:14,646 - mmaction - INFO - Epoch [22][1180/2147] lr: 1.319e-01, eta: 9 days, 19:01:46, time: 1.432, data_time: 0.005, memory: 16628, top1_acc: 0.2813, top5_acc: 0.5446, loss_cls: 3.2718, loss: 3.2718, grad_norm: 1.8303 2021-01-19 12:33:43,668 - mmaction - INFO - Epoch [22][1200/2147] lr: 1.319e-01, eta: 9 days, 19:00:22, time: 1.451, data_time: 0.003, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5585, loss_cls: 3.2067, loss: 3.2067, grad_norm: 1.8187 2021-01-19 12:34:12,571 - mmaction - INFO - Epoch [22][1220/2147] lr: 1.320e-01, eta: 9 days, 18:58:57, time: 1.445, data_time: 0.002, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5549, loss_cls: 3.2108, loss: 3.2108, grad_norm: 1.7968 2021-01-19 12:34:42,406 - mmaction - INFO - Epoch [22][1240/2147] lr: 1.320e-01, eta: 9 days, 18:57:41, time: 1.486, data_time: 0.002, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5621, loss_cls: 3.2140, loss: 3.2140, grad_norm: 1.8047 2021-01-19 12:35:13,480 - mmaction - INFO - Epoch [22][1260/2147] lr: 1.321e-01, eta: 9 days, 18:56:41, time: 1.558, data_time: 0.007, memory: 16628, top1_acc: 0.3250, top5_acc: 0.5692, loss_cls: 3.0940, loss: 3.0940, grad_norm: 1.7993 2021-01-19 12:35:43,592 - mmaction - INFO - Epoch [22][1280/2147] lr: 1.321e-01, eta: 9 days, 18:55:30, time: 1.506, data_time: 0.005, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5844, loss_cls: 3.1083, loss: 3.1083, grad_norm: 1.8275 2021-01-19 12:36:14,573 - mmaction - INFO - Epoch [22][1300/2147] lr: 1.322e-01, eta: 9 days, 18:54:27, time: 1.547, data_time: 0.004, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5629, loss_cls: 3.1645, loss: 3.1645, grad_norm: 1.8217 2021-01-19 12:36:49,851 - mmaction - INFO - Epoch [22][1320/2147] lr: 1.322e-01, eta: 9 days, 18:54:12, time: 1.764, data_time: 0.005, memory: 16628, top1_acc: 0.2893, top5_acc: 0.5558, loss_cls: 3.2378, loss: 3.2378, grad_norm: 1.8509 2021-01-19 12:37:20,383 - mmaction - INFO - Epoch [22][1340/2147] lr: 1.323e-01, eta: 9 days, 18:53:05, time: 1.528, data_time: 0.008, memory: 16628, top1_acc: 0.2946, top5_acc: 0.5554, loss_cls: 3.2384, loss: 3.2384, grad_norm: 1.7915 2021-01-19 12:37:51,050 - mmaction - INFO - Epoch [22][1360/2147] lr: 1.323e-01, eta: 9 days, 18:51:59, time: 1.533, data_time: 0.004, memory: 16628, top1_acc: 0.2871, top5_acc: 0.5522, loss_cls: 3.2014, loss: 3.2014, grad_norm: 1.7897 2021-01-19 12:38:22,458 - mmaction - INFO - Epoch [22][1380/2147] lr: 1.324e-01, eta: 9 days, 18:51:02, time: 1.571, data_time: 0.004, memory: 16628, top1_acc: 0.2969, top5_acc: 0.5496, loss_cls: 3.2195, loss: 3.2195, grad_norm: 1.8102 2021-01-19 12:38:53,187 - mmaction - INFO - Epoch [22][1400/2147] lr: 1.324e-01, eta: 9 days, 18:49:57, time: 1.535, data_time: 0.004, memory: 16628, top1_acc: 0.3420, top5_acc: 0.5804, loss_cls: 3.0887, loss: 3.0887, grad_norm: 1.7956 2021-01-19 12:39:24,497 - mmaction - INFO - Epoch [22][1420/2147] lr: 1.325e-01, eta: 9 days, 18:48:58, time: 1.563, data_time: 0.003, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5616, loss_cls: 3.1893, loss: 3.1893, grad_norm: 1.7995 2021-01-19 12:39:56,448 - mmaction - INFO - Epoch [22][1440/2147] lr: 1.325e-01, eta: 9 days, 18:48:06, time: 1.595, data_time: 0.007, memory: 16628, top1_acc: 0.2978, top5_acc: 0.5482, loss_cls: 3.2023, loss: 3.2023, grad_norm: 1.8107 2021-01-19 12:40:30,238 - mmaction - INFO - Epoch [22][1460/2147] lr: 1.325e-01, eta: 9 days, 18:47:36, time: 1.695, data_time: 0.009, memory: 16628, top1_acc: 0.2884, top5_acc: 0.5371, loss_cls: 3.3477, loss: 3.3477, grad_norm: 1.8198 2021-01-19 12:41:00,436 - mmaction - INFO - Epoch [22][1480/2147] lr: 1.326e-01, eta: 9 days, 18:46:26, time: 1.511, data_time: 0.008, memory: 16628, top1_acc: 0.3424, top5_acc: 0.5844, loss_cls: 3.0292, loss: 3.0292, grad_norm: 1.7523 2021-01-19 12:41:30,690 - mmaction - INFO - Epoch [22][1500/2147] lr: 1.326e-01, eta: 9 days, 18:45:14, time: 1.504, data_time: 0.002, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5616, loss_cls: 3.2335, loss: 3.2335, grad_norm: 1.8235 2021-01-19 12:42:07,094 - mmaction - INFO - Epoch [22][1520/2147] lr: 1.327e-01, eta: 9 days, 18:45:12, time: 1.825, data_time: 0.017, memory: 16628, top1_acc: 0.2973, top5_acc: 0.5652, loss_cls: 3.2127, loss: 3.2127, grad_norm: 1.7800 2021-01-19 12:42:35,936 - mmaction - INFO - Epoch [22][1540/2147] lr: 1.327e-01, eta: 9 days, 18:43:46, time: 1.439, data_time: 0.005, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5692, loss_cls: 3.1512, loss: 3.1512, grad_norm: 1.8043 2021-01-19 12:43:08,952 - mmaction - INFO - Epoch [22][1560/2147] lr: 1.328e-01, eta: 9 days, 18:43:06, time: 1.649, data_time: 0.012, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5790, loss_cls: 3.1437, loss: 3.1437, grad_norm: 1.8112 2021-01-19 12:43:37,523 - mmaction - INFO - Epoch [22][1580/2147] lr: 1.328e-01, eta: 9 days, 18:41:40, time: 1.437, data_time: 0.010, memory: 16628, top1_acc: 0.2982, top5_acc: 0.5674, loss_cls: 3.2071, loss: 3.2071, grad_norm: 1.8575 2021-01-19 12:44:06,415 - mmaction - INFO - Epoch [22][1600/2147] lr: 1.329e-01, eta: 9 days, 18:40:15, time: 1.445, data_time: 0.004, memory: 16628, top1_acc: 0.2862, top5_acc: 0.5437, loss_cls: 3.3511, loss: 3.3511, grad_norm: 1.8276 2021-01-19 12:44:35,870 - mmaction - INFO - Epoch [22][1620/2147] lr: 1.329e-01, eta: 9 days, 18:38:57, time: 1.473, data_time: 0.004, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5696, loss_cls: 3.1801, loss: 3.1801, grad_norm: 1.7850 2021-01-19 12:45:06,501 - mmaction - INFO - Epoch [22][1640/2147] lr: 1.330e-01, eta: 9 days, 18:37:51, time: 1.528, data_time: 0.004, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5527, loss_cls: 3.2474, loss: 3.2474, grad_norm: 1.8268 2021-01-19 12:45:37,429 - mmaction - INFO - Epoch [22][1660/2147] lr: 1.330e-01, eta: 9 days, 18:36:50, time: 1.550, data_time: 0.006, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5598, loss_cls: 3.1709, loss: 3.1709, grad_norm: 1.8297 2021-01-19 12:46:07,029 - mmaction - INFO - Epoch [22][1680/2147] lr: 1.331e-01, eta: 9 days, 18:35:32, time: 1.475, data_time: 0.007, memory: 16628, top1_acc: 0.2960, top5_acc: 0.5549, loss_cls: 3.2135, loss: 3.2135, grad_norm: 1.8556 2021-01-19 12:46:37,680 - mmaction - INFO - Epoch [22][1700/2147] lr: 1.331e-01, eta: 9 days, 18:34:28, time: 1.538, data_time: 0.011, memory: 16628, top1_acc: 0.3004, top5_acc: 0.5531, loss_cls: 3.2446, loss: 3.2446, grad_norm: 1.7941 2021-01-19 12:47:12,370 - mmaction - INFO - Epoch [22][1720/2147] lr: 1.332e-01, eta: 9 days, 18:34:05, time: 1.730, data_time: 0.054, memory: 16628, top1_acc: 0.2969, top5_acc: 0.5638, loss_cls: 3.1611, loss: 3.1611, grad_norm: 1.8006 2021-01-19 12:47:41,908 - mmaction - INFO - Epoch [22][1740/2147] lr: 1.332e-01, eta: 9 days, 18:32:49, time: 1.480, data_time: 0.006, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5549, loss_cls: 3.1976, loss: 3.1976, grad_norm: 1.8164 2021-01-19 12:48:13,275 - mmaction - INFO - Epoch [22][1760/2147] lr: 1.333e-01, eta: 9 days, 18:31:52, time: 1.569, data_time: 0.004, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5580, loss_cls: 3.2196, loss: 3.2196, grad_norm: 1.8280 2021-01-19 12:48:43,757 - mmaction - INFO - Epoch [22][1780/2147] lr: 1.333e-01, eta: 9 days, 18:30:45, time: 1.524, data_time: 0.003, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5446, loss_cls: 3.3013, loss: 3.3013, grad_norm: 1.8557 2021-01-19 12:49:15,283 - mmaction - INFO - Epoch [22][1800/2147] lr: 1.334e-01, eta: 9 days, 18:29:49, time: 1.576, data_time: 0.004, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5799, loss_cls: 3.1458, loss: 3.1458, grad_norm: 1.7903 2021-01-19 12:49:45,676 - mmaction - INFO - Epoch [22][1820/2147] lr: 1.334e-01, eta: 9 days, 18:28:41, time: 1.517, data_time: 0.003, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5746, loss_cls: 3.1677, loss: 3.1677, grad_norm: 1.7941 2021-01-19 12:50:14,466 - mmaction - INFO - Epoch [22][1840/2147] lr: 1.335e-01, eta: 9 days, 18:27:16, time: 1.441, data_time: 0.009, memory: 16628, top1_acc: 0.2969, top5_acc: 0.5616, loss_cls: 3.2053, loss: 3.2053, grad_norm: 1.8099 2021-01-19 12:50:44,888 - mmaction - INFO - Epoch [22][1860/2147] lr: 1.335e-01, eta: 9 days, 18:26:09, time: 1.521, data_time: 0.008, memory: 16628, top1_acc: 0.2884, top5_acc: 0.5433, loss_cls: 3.3232, loss: 3.3232, grad_norm: 1.8007 2021-01-19 12:51:16,737 - mmaction - INFO - Epoch [22][1880/2147] lr: 1.336e-01, eta: 9 days, 18:25:16, time: 1.590, data_time: 0.004, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5576, loss_cls: 3.2170, loss: 3.2170, grad_norm: 1.8033 2021-01-19 12:52:02,092 - mmaction - INFO - Epoch [22][1900/2147] lr: 1.336e-01, eta: 9 days, 18:26:46, time: 2.257, data_time: 0.009, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5567, loss_cls: 3.1806, loss: 3.1806, grad_norm: 1.7848 2021-01-19 12:52:32,677 - mmaction - INFO - Epoch [22][1920/2147] lr: 1.337e-01, eta: 9 days, 18:25:44, time: 1.543, data_time: 0.027, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5353, loss_cls: 3.2525, loss: 3.2525, grad_norm: 1.8484 2021-01-19 12:53:03,228 - mmaction - INFO - Epoch [22][1940/2147] lr: 1.337e-01, eta: 9 days, 18:24:38, time: 1.529, data_time: 0.004, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5446, loss_cls: 3.2476, loss: 3.2476, grad_norm: 1.8357 2021-01-19 12:53:32,408 - mmaction - INFO - Epoch [22][1960/2147] lr: 1.338e-01, eta: 9 days, 18:23:17, time: 1.457, data_time: 0.002, memory: 16628, top1_acc: 0.2902, top5_acc: 0.5558, loss_cls: 3.2271, loss: 3.2271, grad_norm: 1.7849 2021-01-19 12:54:01,228 - mmaction - INFO - Epoch [22][1980/2147] lr: 1.338e-01, eta: 9 days, 18:21:53, time: 1.442, data_time: 0.005, memory: 16628, top1_acc: 0.3018, top5_acc: 0.5603, loss_cls: 3.1955, loss: 3.1955, grad_norm: 1.7919 2021-01-19 12:54:31,572 - mmaction - INFO - Epoch [22][2000/2147] lr: 1.339e-01, eta: 9 days, 18:20:44, time: 1.516, data_time: 0.012, memory: 16628, top1_acc: 0.3281, top5_acc: 0.5714, loss_cls: 3.1310, loss: 3.1310, grad_norm: 1.8171 2021-01-19 12:55:02,530 - mmaction - INFO - Epoch [22][2020/2147] lr: 1.339e-01, eta: 9 days, 18:19:44, time: 1.551, data_time: 0.006, memory: 16628, top1_acc: 0.2906, top5_acc: 0.5433, loss_cls: 3.2851, loss: 3.2851, grad_norm: 1.8483 2021-01-19 12:55:31,691 - mmaction - INFO - Epoch [22][2040/2147] lr: 1.340e-01, eta: 9 days, 18:18:23, time: 1.456, data_time: 0.002, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5629, loss_cls: 3.1690, loss: 3.1690, grad_norm: 1.8305 2021-01-19 12:56:02,804 - mmaction - INFO - Epoch [22][2060/2147] lr: 1.340e-01, eta: 9 days, 18:17:23, time: 1.557, data_time: 0.007, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5567, loss_cls: 3.1850, loss: 3.1850, grad_norm: 1.8001 2021-01-19 12:56:33,348 - mmaction - INFO - Epoch [22][2080/2147] lr: 1.341e-01, eta: 9 days, 18:16:17, time: 1.528, data_time: 0.005, memory: 16628, top1_acc: 0.3013, top5_acc: 0.5513, loss_cls: 3.2105, loss: 3.2105, grad_norm: 1.8080 2021-01-19 12:57:05,818 - mmaction - INFO - Epoch [22][2100/2147] lr: 1.341e-01, eta: 9 days, 18:15:31, time: 1.620, data_time: 0.054, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5634, loss_cls: 3.1862, loss: 3.1862, grad_norm: 1.8198 2021-01-19 12:57:34,789 - mmaction - INFO - Epoch [22][2120/2147] lr: 1.341e-01, eta: 9 days, 18:14:09, time: 1.450, data_time: 0.010, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5687, loss_cls: 3.1727, loss: 3.1727, grad_norm: 1.8233 2021-01-19 12:58:04,964 - mmaction - INFO - Epoch [22][2140/2147] lr: 1.342e-01, eta: 9 days, 18:12:59, time: 1.509, data_time: 0.004, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5482, loss_cls: 3.2061, loss: 3.2061, grad_norm: 1.7624 2021-01-19 13:03:15,946 - mmaction - INFO - Epoch [23][20/2147] lr: 1.340e-01, eta: 9 days, 18:54:35, time: 14.218, data_time: 12.664, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5835, loss_cls: 3.1443, loss: 3.1443, grad_norm: 1.8345 2021-01-19 13:03:45,201 - mmaction - INFO - Epoch [23][40/2147] lr: 1.341e-01, eta: 9 days, 18:53:16, time: 1.466, data_time: 0.012, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5585, loss_cls: 3.1191, loss: 3.1191, grad_norm: 1.8233 2021-01-19 13:04:15,553 - mmaction - INFO - Epoch [23][60/2147] lr: 1.341e-01, eta: 9 days, 18:52:06, time: 1.516, data_time: 0.004, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5728, loss_cls: 3.1187, loss: 3.1187, grad_norm: 1.8734 2021-01-19 13:04:45,916 - mmaction - INFO - Epoch [23][80/2147] lr: 1.342e-01, eta: 9 days, 18:50:57, time: 1.516, data_time: 0.006, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5741, loss_cls: 3.1292, loss: 3.1292, grad_norm: 1.8477 2021-01-19 13:05:16,413 - mmaction - INFO - Epoch [23][100/2147] lr: 1.342e-01, eta: 9 days, 18:49:49, time: 1.519, data_time: 0.008, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5647, loss_cls: 3.1800, loss: 3.1800, grad_norm: 1.8278 2021-01-19 13:05:47,535 - mmaction - INFO - Epoch [23][120/2147] lr: 1.343e-01, eta: 9 days, 18:48:50, time: 1.563, data_time: 0.021, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5491, loss_cls: 3.2088, loss: 3.2088, grad_norm: 1.7667 2021-01-19 13:06:16,119 - mmaction - INFO - Epoch [23][140/2147] lr: 1.343e-01, eta: 9 days, 18:47:23, time: 1.431, data_time: 0.009, memory: 16628, top1_acc: 0.2888, top5_acc: 0.5478, loss_cls: 3.2479, loss: 3.2479, grad_norm: 1.7844 2021-01-19 13:06:45,882 - mmaction - INFO - Epoch [23][160/2147] lr: 1.344e-01, eta: 9 days, 18:46:07, time: 1.488, data_time: 0.004, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5705, loss_cls: 3.1261, loss: 3.1261, grad_norm: 1.7586 2021-01-19 13:07:15,110 - mmaction - INFO - Epoch [23][180/2147] lr: 1.344e-01, eta: 9 days, 18:44:47, time: 1.460, data_time: 0.006, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5705, loss_cls: 3.1651, loss: 3.1651, grad_norm: 1.8346 2021-01-19 13:07:44,656 - mmaction - INFO - Epoch [23][200/2147] lr: 1.345e-01, eta: 9 days, 18:43:30, time: 1.479, data_time: 0.004, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5540, loss_cls: 3.1846, loss: 3.1846, grad_norm: 1.8070 2021-01-19 13:08:13,504 - mmaction - INFO - Epoch [23][220/2147] lr: 1.345e-01, eta: 9 days, 18:42:05, time: 1.442, data_time: 0.003, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5728, loss_cls: 3.1072, loss: 3.1072, grad_norm: 1.8529 2021-01-19 13:08:45,472 - mmaction - INFO - Epoch [23][240/2147] lr: 1.346e-01, eta: 9 days, 18:41:14, time: 1.599, data_time: 0.006, memory: 16628, top1_acc: 0.3085, top5_acc: 0.5688, loss_cls: 3.2091, loss: 3.2091, grad_norm: 1.8284 2021-01-19 13:09:14,754 - mmaction - INFO - Epoch [23][260/2147] lr: 1.346e-01, eta: 9 days, 18:39:54, time: 1.463, data_time: 0.008, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5540, loss_cls: 3.2072, loss: 3.2072, grad_norm: 1.7703 2021-01-19 13:09:44,054 - mmaction - INFO - Epoch [23][280/2147] lr: 1.347e-01, eta: 9 days, 18:38:34, time: 1.463, data_time: 0.005, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5696, loss_cls: 3.0772, loss: 3.0772, grad_norm: 1.7722 2021-01-19 13:10:28,937 - mmaction - INFO - Epoch [23][300/2147] lr: 1.347e-01, eta: 9 days, 18:39:59, time: 2.245, data_time: 0.005, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5723, loss_cls: 3.1615, loss: 3.1615, grad_norm: 1.8665 2021-01-19 13:10:57,881 - mmaction - INFO - Epoch [23][320/2147] lr: 1.348e-01, eta: 9 days, 18:38:36, time: 1.448, data_time: 0.020, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5723, loss_cls: 3.1119, loss: 3.1119, grad_norm: 1.7959 2021-01-19 13:11:28,712 - mmaction - INFO - Epoch [23][340/2147] lr: 1.348e-01, eta: 9 days, 18:37:33, time: 1.543, data_time: 0.008, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5781, loss_cls: 3.1253, loss: 3.1253, grad_norm: 1.8379 2021-01-19 13:12:01,275 - mmaction - INFO - Epoch [23][360/2147] lr: 1.349e-01, eta: 9 days, 18:36:48, time: 1.629, data_time: 0.006, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5576, loss_cls: 3.1331, loss: 3.1331, grad_norm: 1.8372 2021-01-19 13:12:33,842 - mmaction - INFO - Epoch [23][380/2147] lr: 1.349e-01, eta: 9 days, 18:36:03, time: 1.628, data_time: 0.003, memory: 16628, top1_acc: 0.3085, top5_acc: 0.5728, loss_cls: 3.1378, loss: 3.1378, grad_norm: 1.8473 2021-01-19 13:13:05,308 - mmaction - INFO - Epoch [23][400/2147] lr: 1.350e-01, eta: 9 days, 18:35:05, time: 1.570, data_time: 0.008, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5737, loss_cls: 3.1170, loss: 3.1170, grad_norm: 1.8169 2021-01-19 13:13:36,020 - mmaction - INFO - Epoch [23][420/2147] lr: 1.350e-01, eta: 9 days, 18:34:01, time: 1.536, data_time: 0.007, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5781, loss_cls: 3.1352, loss: 3.1352, grad_norm: 1.8364 2021-01-19 13:14:06,576 - mmaction - INFO - Epoch [23][440/2147] lr: 1.351e-01, eta: 9 days, 18:32:55, time: 1.531, data_time: 0.006, memory: 16628, top1_acc: 0.2946, top5_acc: 0.5464, loss_cls: 3.2410, loss: 3.2410, grad_norm: 1.8321 2021-01-19 13:14:35,827 - mmaction - INFO - Epoch [23][460/2147] lr: 1.351e-01, eta: 9 days, 18:31:36, time: 1.463, data_time: 0.004, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5638, loss_cls: 3.1439, loss: 3.1439, grad_norm: 1.7641 2021-01-19 13:15:04,622 - mmaction - INFO - Epoch [23][480/2147] lr: 1.352e-01, eta: 9 days, 18:30:11, time: 1.440, data_time: 0.004, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5759, loss_cls: 3.1482, loss: 3.1482, grad_norm: 1.8060 2021-01-19 13:15:35,818 - mmaction - INFO - Epoch [23][500/2147] lr: 1.352e-01, eta: 9 days, 18:29:12, time: 1.560, data_time: 0.004, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5482, loss_cls: 3.2136, loss: 3.2136, grad_norm: 1.7674 2021-01-19 13:16:07,801 - mmaction - INFO - Epoch [23][520/2147] lr: 1.353e-01, eta: 9 days, 18:28:20, time: 1.597, data_time: 0.008, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5603, loss_cls: 3.1535, loss: 3.1535, grad_norm: 1.8273 2021-01-19 13:16:37,732 - mmaction - INFO - Epoch [23][540/2147] lr: 1.353e-01, eta: 9 days, 18:27:08, time: 1.496, data_time: 0.007, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5737, loss_cls: 3.1623, loss: 3.1623, grad_norm: 1.8797 2021-01-19 13:17:06,829 - mmaction - INFO - Epoch [23][560/2147] lr: 1.354e-01, eta: 9 days, 18:25:47, time: 1.458, data_time: 0.005, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5549, loss_cls: 3.2290, loss: 3.2290, grad_norm: 1.7935 2021-01-19 13:17:37,743 - mmaction - INFO - Epoch [23][580/2147] lr: 1.354e-01, eta: 9 days, 18:24:43, time: 1.538, data_time: 0.004, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5652, loss_cls: 3.2028, loss: 3.2028, grad_norm: 1.7889 2021-01-19 13:18:06,805 - mmaction - INFO - Epoch [23][600/2147] lr: 1.354e-01, eta: 9 days, 18:23:23, time: 1.461, data_time: 0.013, memory: 16628, top1_acc: 0.2991, top5_acc: 0.5545, loss_cls: 3.2226, loss: 3.2226, grad_norm: 1.7480 2021-01-19 13:18:37,449 - mmaction - INFO - Epoch [23][620/2147] lr: 1.355e-01, eta: 9 days, 18:22:17, time: 1.526, data_time: 0.002, memory: 16628, top1_acc: 0.3250, top5_acc: 0.5946, loss_cls: 3.0586, loss: 3.0586, grad_norm: 1.7546 2021-01-19 13:19:06,358 - mmaction - INFO - Epoch [23][640/2147] lr: 1.355e-01, eta: 9 days, 18:20:55, time: 1.451, data_time: 0.010, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5768, loss_cls: 3.1343, loss: 3.1343, grad_norm: 1.8334 2021-01-19 13:19:35,121 - mmaction - INFO - Epoch [23][660/2147] lr: 1.356e-01, eta: 9 days, 18:19:30, time: 1.438, data_time: 0.004, memory: 16628, top1_acc: 0.2920, top5_acc: 0.5580, loss_cls: 3.2052, loss: 3.2052, grad_norm: 1.8215 2021-01-19 13:20:04,275 - mmaction - INFO - Epoch [23][680/2147] lr: 1.356e-01, eta: 9 days, 18:18:10, time: 1.457, data_time: 0.005, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5607, loss_cls: 3.1951, loss: 3.1951, grad_norm: 1.8508 2021-01-19 13:20:33,474 - mmaction - INFO - Epoch [23][700/2147] lr: 1.357e-01, eta: 9 days, 18:16:50, time: 1.459, data_time: 0.003, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5442, loss_cls: 3.2647, loss: 3.2647, grad_norm: 1.8473 2021-01-19 13:21:06,262 - mmaction - INFO - Epoch [23][720/2147] lr: 1.357e-01, eta: 9 days, 18:16:07, time: 1.636, data_time: 0.009, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5661, loss_cls: 3.1725, loss: 3.1725, grad_norm: 1.7702 2021-01-19 13:21:36,355 - mmaction - INFO - Epoch [23][740/2147] lr: 1.358e-01, eta: 9 days, 18:14:56, time: 1.504, data_time: 0.007, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5830, loss_cls: 3.1095, loss: 3.1095, grad_norm: 1.7657 2021-01-19 13:22:20,304 - mmaction - INFO - Epoch [23][760/2147] lr: 1.358e-01, eta: 9 days, 18:16:06, time: 2.177, data_time: 0.013, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5683, loss_cls: 3.1700, loss: 3.1700, grad_norm: 1.8032 2021-01-19 13:22:51,870 - mmaction - INFO - Epoch [23][780/2147] lr: 1.359e-01, eta: 9 days, 18:15:16, time: 1.602, data_time: 0.034, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5496, loss_cls: 3.1929, loss: 3.1929, grad_norm: 1.7795 2021-01-19 13:23:22,175 - mmaction - INFO - Epoch [23][800/2147] lr: 1.359e-01, eta: 9 days, 18:14:07, time: 1.515, data_time: 0.008, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5701, loss_cls: 3.1565, loss: 3.1565, grad_norm: 1.8003 2021-01-19 13:23:54,330 - mmaction - INFO - Epoch [23][820/2147] lr: 1.360e-01, eta: 9 days, 18:13:17, time: 1.601, data_time: 0.009, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5687, loss_cls: 3.1504, loss: 3.1504, grad_norm: 1.8101 2021-01-19 13:24:25,741 - mmaction - INFO - Epoch [23][840/2147] lr: 1.360e-01, eta: 9 days, 18:12:19, time: 1.563, data_time: 0.014, memory: 16628, top1_acc: 0.2929, top5_acc: 0.5522, loss_cls: 3.2504, loss: 3.2504, grad_norm: 1.7872 2021-01-19 13:25:02,110 - mmaction - INFO - Epoch [23][860/2147] lr: 1.361e-01, eta: 9 days, 18:12:16, time: 1.830, data_time: 0.020, memory: 16628, top1_acc: 0.2964, top5_acc: 0.5571, loss_cls: 3.1868, loss: 3.1868, grad_norm: 1.7626 2021-01-19 13:25:31,375 - mmaction - INFO - Epoch [23][880/2147] lr: 1.361e-01, eta: 9 days, 18:10:58, time: 1.468, data_time: 0.017, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5527, loss_cls: 3.2354, loss: 3.2354, grad_norm: 1.8449 2021-01-19 13:26:00,414 - mmaction - INFO - Epoch [23][900/2147] lr: 1.362e-01, eta: 9 days, 18:09:36, time: 1.449, data_time: 0.007, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5612, loss_cls: 3.1488, loss: 3.1488, grad_norm: 1.7869 2021-01-19 13:26:31,803 - mmaction - INFO - Epoch [23][920/2147] lr: 1.362e-01, eta: 9 days, 18:08:40, time: 1.575, data_time: 0.015, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5500, loss_cls: 3.2157, loss: 3.2157, grad_norm: 1.8199 2021-01-19 13:27:15,146 - mmaction - INFO - Epoch [23][940/2147] lr: 1.363e-01, eta: 9 days, 18:09:46, time: 2.161, data_time: 0.008, memory: 16628, top1_acc: 0.2938, top5_acc: 0.5558, loss_cls: 3.2388, loss: 3.2388, grad_norm: 1.8362 2021-01-19 13:27:47,148 - mmaction - INFO - Epoch [23][960/2147] lr: 1.363e-01, eta: 9 days, 18:08:57, time: 1.606, data_time: 0.020, memory: 16628, top1_acc: 0.2946, top5_acc: 0.5473, loss_cls: 3.2828, loss: 3.2828, grad_norm: 1.7918 2021-01-19 13:28:16,115 - mmaction - INFO - Epoch [23][980/2147] lr: 1.364e-01, eta: 9 days, 18:07:35, time: 1.446, data_time: 0.003, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5763, loss_cls: 3.1593, loss: 3.1593, grad_norm: 1.7986 2021-01-19 13:28:45,477 - mmaction - INFO - Epoch [23][1000/2147] lr: 1.364e-01, eta: 9 days, 18:06:17, time: 1.467, data_time: 0.006, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5603, loss_cls: 3.2126, loss: 3.2126, grad_norm: 1.7978 2021-01-19 13:29:14,286 - mmaction - INFO - Epoch [23][1020/2147] lr: 1.365e-01, eta: 9 days, 18:04:54, time: 1.444, data_time: 0.012, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5621, loss_cls: 3.2106, loss: 3.2106, grad_norm: 1.8219 2021-01-19 13:29:43,814 - mmaction - INFO - Epoch [23][1040/2147] lr: 1.365e-01, eta: 9 days, 18:03:38, time: 1.476, data_time: 0.010, memory: 16628, top1_acc: 0.2991, top5_acc: 0.5598, loss_cls: 3.2118, loss: 3.2118, grad_norm: 1.8108 2021-01-19 13:30:14,967 - mmaction - INFO - Epoch [23][1060/2147] lr: 1.366e-01, eta: 9 days, 18:02:39, time: 1.558, data_time: 0.003, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5563, loss_cls: 3.2260, loss: 3.2260, grad_norm: 1.8133 2021-01-19 13:30:45,710 - mmaction - INFO - Epoch [23][1080/2147] lr: 1.366e-01, eta: 9 days, 18:01:35, time: 1.536, data_time: 0.008, memory: 16628, top1_acc: 0.3062, top5_acc: 0.5692, loss_cls: 3.1513, loss: 3.1513, grad_norm: 1.7893 2021-01-19 13:31:14,582 - mmaction - INFO - Epoch [23][1100/2147] lr: 1.367e-01, eta: 9 days, 18:00:13, time: 1.446, data_time: 0.011, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5504, loss_cls: 3.2194, loss: 3.2194, grad_norm: 1.7862 2021-01-19 13:31:48,025 - mmaction - INFO - Epoch [23][1120/2147] lr: 1.367e-01, eta: 9 days, 17:59:36, time: 1.666, data_time: 0.008, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5759, loss_cls: 3.1106, loss: 3.1106, grad_norm: 1.7546 2021-01-19 13:32:16,940 - mmaction - INFO - Epoch [23][1140/2147] lr: 1.368e-01, eta: 9 days, 17:58:15, time: 1.452, data_time: 0.010, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5598, loss_cls: 3.2256, loss: 3.2256, grad_norm: 1.7982 2021-01-19 13:32:47,161 - mmaction - INFO - Epoch [23][1160/2147] lr: 1.368e-01, eta: 9 days, 17:57:06, time: 1.511, data_time: 0.002, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5562, loss_cls: 3.2043, loss: 3.2043, grad_norm: 1.7864 2021-01-19 13:33:16,293 - mmaction - INFO - Epoch [23][1180/2147] lr: 1.369e-01, eta: 9 days, 17:55:45, time: 1.451, data_time: 0.003, memory: 16628, top1_acc: 0.2969, top5_acc: 0.5522, loss_cls: 3.2096, loss: 3.2096, grad_norm: 1.7877 2021-01-19 13:33:48,056 - mmaction - INFO - Epoch [23][1200/2147] lr: 1.369e-01, eta: 9 days, 17:54:54, time: 1.593, data_time: 0.011, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5536, loss_cls: 3.2344, loss: 3.2344, grad_norm: 1.7882 2021-01-19 13:34:17,091 - mmaction - INFO - Epoch [23][1220/2147] lr: 1.370e-01, eta: 9 days, 17:53:33, time: 1.452, data_time: 0.004, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5585, loss_cls: 3.2113, loss: 3.2113, grad_norm: 1.8132 2021-01-19 13:34:45,815 - mmaction - INFO - Epoch [23][1240/2147] lr: 1.370e-01, eta: 9 days, 17:52:08, time: 1.433, data_time: 0.002, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5522, loss_cls: 3.2393, loss: 3.2393, grad_norm: 1.7927 2021-01-19 13:35:14,699 - mmaction - INFO - Epoch [23][1260/2147] lr: 1.370e-01, eta: 9 days, 17:50:45, time: 1.443, data_time: 0.007, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5647, loss_cls: 3.2052, loss: 3.2052, grad_norm: 1.7851 2021-01-19 13:35:49,217 - mmaction - INFO - Epoch [23][1280/2147] lr: 1.371e-01, eta: 9 days, 17:50:20, time: 1.720, data_time: 0.014, memory: 16628, top1_acc: 0.3085, top5_acc: 0.5732, loss_cls: 3.1466, loss: 3.1466, grad_norm: 1.8231 2021-01-19 13:36:20,041 - mmaction - INFO - Epoch [23][1300/2147] lr: 1.371e-01, eta: 9 days, 17:49:20, time: 1.551, data_time: 0.018, memory: 16628, top1_acc: 0.2884, top5_acc: 0.5411, loss_cls: 3.2832, loss: 3.2832, grad_norm: 1.7931 2021-01-19 13:36:59,540 - mmaction - INFO - Epoch [23][1320/2147] lr: 1.372e-01, eta: 9 days, 17:49:47, time: 1.975, data_time: 0.004, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5737, loss_cls: 3.1212, loss: 3.1212, grad_norm: 1.7786 2021-01-19 13:37:31,190 - mmaction - INFO - Epoch [23][1340/2147] lr: 1.372e-01, eta: 9 days, 17:48:53, time: 1.581, data_time: 0.007, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5469, loss_cls: 3.2645, loss: 3.2645, grad_norm: 1.8232 2021-01-19 13:38:00,526 - mmaction - INFO - Epoch [23][1360/2147] lr: 1.373e-01, eta: 9 days, 17:47:36, time: 1.470, data_time: 0.008, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5487, loss_cls: 3.2103, loss: 3.2103, grad_norm: 1.7313 2021-01-19 13:38:29,442 - mmaction - INFO - Epoch [23][1380/2147] lr: 1.373e-01, eta: 9 days, 17:46:14, time: 1.447, data_time: 0.003, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5540, loss_cls: 3.2052, loss: 3.2052, grad_norm: 1.7816 2021-01-19 13:38:58,304 - mmaction - INFO - Epoch [23][1400/2147] lr: 1.374e-01, eta: 9 days, 17:44:52, time: 1.443, data_time: 0.003, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5598, loss_cls: 3.2083, loss: 3.2083, grad_norm: 1.7181 2021-01-19 13:39:29,258 - mmaction - INFO - Epoch [23][1420/2147] lr: 1.374e-01, eta: 9 days, 17:43:51, time: 1.546, data_time: 0.002, memory: 16628, top1_acc: 0.3379, top5_acc: 0.5911, loss_cls: 3.0884, loss: 3.0884, grad_norm: 1.7584 2021-01-19 13:39:59,373 - mmaction - INFO - Epoch [23][1440/2147] lr: 1.375e-01, eta: 9 days, 17:42:42, time: 1.506, data_time: 0.008, memory: 16628, top1_acc: 0.3085, top5_acc: 0.5580, loss_cls: 3.1419, loss: 3.1419, grad_norm: 1.8531 2021-01-19 13:40:28,300 - mmaction - INFO - Epoch [23][1460/2147] lr: 1.375e-01, eta: 9 days, 17:41:20, time: 1.449, data_time: 0.004, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5844, loss_cls: 3.1002, loss: 3.1002, grad_norm: 1.7791 2021-01-19 13:40:58,376 - mmaction - INFO - Epoch [23][1480/2147] lr: 1.376e-01, eta: 9 days, 17:40:09, time: 1.495, data_time: 0.003, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5585, loss_cls: 3.1825, loss: 3.1825, grad_norm: 1.8012 2021-01-19 13:41:27,371 - mmaction - INFO - Epoch [23][1500/2147] lr: 1.376e-01, eta: 9 days, 17:38:49, time: 1.455, data_time: 0.010, memory: 16628, top1_acc: 0.3317, top5_acc: 0.5799, loss_cls: 3.0514, loss: 3.0514, grad_norm: 1.8111 2021-01-19 13:42:02,635 - mmaction - INFO - Epoch [23][1520/2147] lr: 1.377e-01, eta: 9 days, 17:38:34, time: 1.766, data_time: 0.010, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5728, loss_cls: 3.0928, loss: 3.0928, grad_norm: 1.7701 2021-01-19 13:42:31,406 - mmaction - INFO - Epoch [23][1540/2147] lr: 1.377e-01, eta: 9 days, 17:37:10, time: 1.437, data_time: 0.002, memory: 16628, top1_acc: 0.3018, top5_acc: 0.5567, loss_cls: 3.2320, loss: 3.2320, grad_norm: 1.8031 2021-01-19 13:43:00,159 - mmaction - INFO - Epoch [23][1560/2147] lr: 1.378e-01, eta: 9 days, 17:35:47, time: 1.438, data_time: 0.004, memory: 16628, top1_acc: 0.3004, top5_acc: 0.5607, loss_cls: 3.2060, loss: 3.2060, grad_norm: 1.7990 2021-01-19 13:43:30,019 - mmaction - INFO - Epoch [23][1580/2147] lr: 1.378e-01, eta: 9 days, 17:34:35, time: 1.492, data_time: 0.005, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5621, loss_cls: 3.1735, loss: 3.1735, grad_norm: 1.8256 2021-01-19 13:44:02,553 - mmaction - INFO - Epoch [23][1600/2147] lr: 1.379e-01, eta: 9 days, 17:33:51, time: 1.627, data_time: 0.006, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5629, loss_cls: 3.1484, loss: 3.1484, grad_norm: 1.7443 2021-01-19 13:44:33,772 - mmaction - INFO - Epoch [23][1620/2147] lr: 1.379e-01, eta: 9 days, 17:32:53, time: 1.562, data_time: 0.004, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5665, loss_cls: 3.1653, loss: 3.1653, grad_norm: 1.8045 2021-01-19 13:45:07,309 - mmaction - INFO - Epoch [23][1640/2147] lr: 1.380e-01, eta: 9 days, 17:32:18, time: 1.673, data_time: 0.002, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5562, loss_cls: 3.2405, loss: 3.2405, grad_norm: 1.7678 2021-01-19 13:45:36,012 - mmaction - INFO - Epoch [23][1660/2147] lr: 1.380e-01, eta: 9 days, 17:30:56, time: 1.439, data_time: 0.007, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5710, loss_cls: 3.1451, loss: 3.1451, grad_norm: 1.8043 2021-01-19 13:46:07,703 - mmaction - INFO - Epoch [23][1680/2147] lr: 1.381e-01, eta: 9 days, 17:30:02, time: 1.582, data_time: 0.005, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5728, loss_cls: 3.1871, loss: 3.1871, grad_norm: 1.7954 2021-01-19 13:46:36,486 - mmaction - INFO - Epoch [23][1700/2147] lr: 1.381e-01, eta: 9 days, 17:28:40, time: 1.442, data_time: 0.010, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5589, loss_cls: 3.1811, loss: 3.1811, grad_norm: 1.8080 2021-01-19 13:47:09,223 - mmaction - INFO - Epoch [23][1720/2147] lr: 1.382e-01, eta: 9 days, 17:27:58, time: 1.635, data_time: 0.003, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5576, loss_cls: 3.1928, loss: 3.1928, grad_norm: 1.7412 2021-01-19 13:47:38,098 - mmaction - INFO - Epoch [23][1740/2147] lr: 1.382e-01, eta: 9 days, 17:26:37, time: 1.446, data_time: 0.004, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5656, loss_cls: 3.1685, loss: 3.1685, grad_norm: 1.7655 2021-01-19 13:48:10,173 - mmaction - INFO - Epoch [23][1760/2147] lr: 1.383e-01, eta: 9 days, 17:25:47, time: 1.598, data_time: 0.008, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5826, loss_cls: 3.1127, loss: 3.1127, grad_norm: 1.8289 2021-01-19 13:48:40,267 - mmaction - INFO - Epoch [23][1780/2147] lr: 1.383e-01, eta: 9 days, 17:24:39, time: 1.511, data_time: 0.008, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5768, loss_cls: 3.0988, loss: 3.0988, grad_norm: 1.8108 2021-01-19 13:49:13,445 - mmaction - INFO - Epoch [23][1800/2147] lr: 1.384e-01, eta: 9 days, 17:24:00, time: 1.653, data_time: 0.006, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5513, loss_cls: 3.2193, loss: 3.2193, grad_norm: 1.8369 2021-01-19 13:49:42,080 - mmaction - INFO - Epoch [23][1820/2147] lr: 1.384e-01, eta: 9 days, 17:22:37, time: 1.435, data_time: 0.007, memory: 16628, top1_acc: 0.2884, top5_acc: 0.5536, loss_cls: 3.1909, loss: 3.1909, grad_norm: 1.7940 2021-01-19 13:50:12,968 - mmaction - INFO - Epoch [23][1840/2147] lr: 1.385e-01, eta: 9 days, 17:21:36, time: 1.547, data_time: 0.006, memory: 16628, top1_acc: 0.2938, top5_acc: 0.5580, loss_cls: 3.2405, loss: 3.2405, grad_norm: 1.8016 2021-01-19 13:50:48,044 - mmaction - INFO - Epoch [23][1860/2147] lr: 1.385e-01, eta: 9 days, 17:21:18, time: 1.753, data_time: 0.004, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5616, loss_cls: 3.1692, loss: 3.1692, grad_norm: 1.8044 2021-01-19 13:51:21,124 - mmaction - INFO - Epoch [23][1880/2147] lr: 1.385e-01, eta: 9 days, 17:20:39, time: 1.653, data_time: 0.004, memory: 16628, top1_acc: 0.3013, top5_acc: 0.5527, loss_cls: 3.2121, loss: 3.2121, grad_norm: 1.7800 2021-01-19 13:51:51,204 - mmaction - INFO - Epoch [23][1900/2147] lr: 1.386e-01, eta: 9 days, 17:19:30, time: 1.503, data_time: 0.003, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5558, loss_cls: 3.2020, loss: 3.2020, grad_norm: 1.7599 2021-01-19 13:52:23,250 - mmaction - INFO - Epoch [23][1920/2147] lr: 1.386e-01, eta: 9 days, 17:18:41, time: 1.602, data_time: 0.012, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5674, loss_cls: 3.1612, loss: 3.1612, grad_norm: 1.8008 2021-01-19 13:52:51,917 - mmaction - INFO - Epoch [23][1940/2147] lr: 1.387e-01, eta: 9 days, 17:17:18, time: 1.434, data_time: 0.005, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5580, loss_cls: 3.2065, loss: 3.2065, grad_norm: 1.7778 2021-01-19 13:53:21,911 - mmaction - INFO - Epoch [23][1960/2147] lr: 1.387e-01, eta: 9 days, 17:16:08, time: 1.501, data_time: 0.009, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5728, loss_cls: 3.1596, loss: 3.1596, grad_norm: 1.7578 2021-01-19 13:53:54,836 - mmaction - INFO - Epoch [23][1980/2147] lr: 1.388e-01, eta: 9 days, 17:15:28, time: 1.644, data_time: 0.001, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5612, loss_cls: 3.1977, loss: 3.1977, grad_norm: 1.8527 2021-01-19 13:54:23,381 - mmaction - INFO - Epoch [23][2000/2147] lr: 1.388e-01, eta: 9 days, 17:14:03, time: 1.429, data_time: 0.007, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5522, loss_cls: 3.2458, loss: 3.2458, grad_norm: 1.7908 2021-01-19 13:54:53,396 - mmaction - INFO - Epoch [23][2020/2147] lr: 1.389e-01, eta: 9 days, 17:12:54, time: 1.502, data_time: 0.004, memory: 16628, top1_acc: 0.2942, top5_acc: 0.5665, loss_cls: 3.1881, loss: 3.1881, grad_norm: 1.7664 2021-01-19 13:55:22,192 - mmaction - INFO - Epoch [23][2040/2147] lr: 1.389e-01, eta: 9 days, 17:11:32, time: 1.439, data_time: 0.002, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5634, loss_cls: 3.1709, loss: 3.1709, grad_norm: 1.7696 2021-01-19 13:55:54,800 - mmaction - INFO - Epoch [23][2060/2147] lr: 1.390e-01, eta: 9 days, 17:10:49, time: 1.630, data_time: 0.002, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5513, loss_cls: 3.2784, loss: 3.2784, grad_norm: 1.7736 2021-01-19 13:56:23,897 - mmaction - INFO - Epoch [23][2080/2147] lr: 1.390e-01, eta: 9 days, 17:09:30, time: 1.454, data_time: 0.006, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5616, loss_cls: 3.2057, loss: 3.2057, grad_norm: 1.7599 2021-01-19 13:56:55,382 - mmaction - INFO - Epoch [23][2100/2147] lr: 1.391e-01, eta: 9 days, 17:08:35, time: 1.575, data_time: 0.004, memory: 16628, top1_acc: 0.2982, top5_acc: 0.5692, loss_cls: 3.1971, loss: 3.1971, grad_norm: 1.8100 2021-01-19 13:57:25,042 - mmaction - INFO - Epoch [23][2120/2147] lr: 1.391e-01, eta: 9 days, 17:07:22, time: 1.482, data_time: 0.004, memory: 16628, top1_acc: 0.3018, top5_acc: 0.5634, loss_cls: 3.2332, loss: 3.2332, grad_norm: 1.7646 2021-01-19 13:57:54,366 - mmaction - INFO - Epoch [23][2140/2147] lr: 1.392e-01, eta: 9 days, 17:06:06, time: 1.468, data_time: 0.006, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5710, loss_cls: 3.1511, loss: 3.1511, grad_norm: 1.7930 2021-01-19 14:02:53,430 - mmaction - INFO - Epoch [24][20/2147] lr: 1.390e-01, eta: 9 days, 17:44:14, time: 13.783, data_time: 12.232, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5710, loss_cls: 3.1978, loss: 3.1978, grad_norm: 1.8082 2021-01-19 14:03:23,026 - mmaction - INFO - Epoch [24][40/2147] lr: 1.391e-01, eta: 9 days, 17:42:59, time: 1.480, data_time: 0.007, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5679, loss_cls: 3.1546, loss: 3.1546, grad_norm: 1.7929 2021-01-19 14:03:52,937 - mmaction - INFO - Epoch [24][60/2147] lr: 1.391e-01, eta: 9 days, 17:41:48, time: 1.496, data_time: 0.002, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5670, loss_cls: 3.1525, loss: 3.1525, grad_norm: 1.8037 2021-01-19 14:04:21,628 - mmaction - INFO - Epoch [24][80/2147] lr: 1.392e-01, eta: 9 days, 17:40:24, time: 1.434, data_time: 0.002, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5679, loss_cls: 3.1161, loss: 3.1161, grad_norm: 1.8108 2021-01-19 14:04:50,337 - mmaction - INFO - Epoch [24][100/2147] lr: 1.392e-01, eta: 9 days, 17:39:01, time: 1.436, data_time: 0.004, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5585, loss_cls: 3.1962, loss: 3.1962, grad_norm: 1.7954 2021-01-19 14:05:19,292 - mmaction - INFO - Epoch [24][120/2147] lr: 1.392e-01, eta: 9 days, 17:37:39, time: 1.446, data_time: 0.002, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5629, loss_cls: 3.1882, loss: 3.1882, grad_norm: 1.7822 2021-01-19 14:05:51,244 - mmaction - INFO - Epoch [24][140/2147] lr: 1.393e-01, eta: 9 days, 17:36:48, time: 1.593, data_time: 0.005, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5670, loss_cls: 3.1396, loss: 3.1396, grad_norm: 1.7949 2021-01-19 14:06:21,701 - mmaction - INFO - Epoch [24][160/2147] lr: 1.393e-01, eta: 9 days, 17:35:43, time: 1.527, data_time: 0.008, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5603, loss_cls: 3.1704, loss: 3.1704, grad_norm: 1.8271 2021-01-19 14:07:02,328 - mmaction - INFO - Epoch [24][180/2147] lr: 1.394e-01, eta: 9 days, 17:36:20, time: 2.030, data_time: 0.004, memory: 16628, top1_acc: 0.3085, top5_acc: 0.5723, loss_cls: 3.1658, loss: 3.1658, grad_norm: 1.8294 2021-01-19 14:07:33,479 - mmaction - INFO - Epoch [24][200/2147] lr: 1.394e-01, eta: 9 days, 17:35:21, time: 1.556, data_time: 0.010, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5781, loss_cls: 3.1277, loss: 3.1277, grad_norm: 1.8240 2021-01-19 14:08:02,901 - mmaction - INFO - Epoch [24][220/2147] lr: 1.395e-01, eta: 9 days, 17:34:05, time: 1.472, data_time: 0.013, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5513, loss_cls: 3.1629, loss: 3.1629, grad_norm: 1.7808 2021-01-19 14:08:33,229 - mmaction - INFO - Epoch [24][240/2147] lr: 1.395e-01, eta: 9 days, 17:32:59, time: 1.519, data_time: 0.006, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5714, loss_cls: 3.1613, loss: 3.1613, grad_norm: 1.8324 2021-01-19 14:09:07,117 - mmaction - INFO - Epoch [24][260/2147] lr: 1.396e-01, eta: 9 days, 17:32:26, time: 1.685, data_time: 0.008, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5656, loss_cls: 3.1737, loss: 3.1737, grad_norm: 1.7645 2021-01-19 14:09:39,097 - mmaction - INFO - Epoch [24][280/2147] lr: 1.396e-01, eta: 9 days, 17:31:37, time: 1.605, data_time: 0.019, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5621, loss_cls: 3.1826, loss: 3.1826, grad_norm: 1.8124 2021-01-19 14:10:11,668 - mmaction - INFO - Epoch [24][300/2147] lr: 1.397e-01, eta: 9 days, 17:30:53, time: 1.633, data_time: 0.007, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5429, loss_cls: 3.2501, loss: 3.2501, grad_norm: 1.7989 2021-01-19 14:10:42,803 - mmaction - INFO - Epoch [24][320/2147] lr: 1.397e-01, eta: 9 days, 17:29:54, time: 1.554, data_time: 0.003, memory: 16628, top1_acc: 0.2978, top5_acc: 0.5545, loss_cls: 3.2133, loss: 3.2133, grad_norm: 1.7670 2021-01-19 14:11:14,834 - mmaction - INFO - Epoch [24][340/2147] lr: 1.398e-01, eta: 9 days, 17:29:04, time: 1.602, data_time: 0.011, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5576, loss_cls: 3.1698, loss: 3.1698, grad_norm: 1.7821 2021-01-19 14:11:44,900 - mmaction - INFO - Epoch [24][360/2147] lr: 1.398e-01, eta: 9 days, 17:27:42, time: 1.442, data_time: 0.011, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5683, loss_cls: 3.1833, loss: 3.1833, grad_norm: 1.7459 2021-01-19 14:12:15,583 - mmaction - INFO - Epoch [24][380/2147] lr: 1.399e-01, eta: 9 days, 17:26:52, time: 1.598, data_time: 0.071, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5826, loss_cls: 3.0921, loss: 3.0921, grad_norm: 1.7581 2021-01-19 14:12:44,887 - mmaction - INFO - Epoch [24][400/2147] lr: 1.399e-01, eta: 9 days, 17:25:34, time: 1.462, data_time: 0.005, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5705, loss_cls: 3.1420, loss: 3.1420, grad_norm: 1.8228 2021-01-19 14:13:14,182 - mmaction - INFO - Epoch [24][420/2147] lr: 1.400e-01, eta: 9 days, 17:24:18, time: 1.466, data_time: 0.006, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5585, loss_cls: 3.1729, loss: 3.1729, grad_norm: 1.8170 2021-01-19 14:13:44,337 - mmaction - INFO - Epoch [24][440/2147] lr: 1.400e-01, eta: 9 days, 17:23:10, time: 1.510, data_time: 0.004, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5598, loss_cls: 3.1817, loss: 3.1817, grad_norm: 1.7703 2021-01-19 14:14:13,812 - mmaction - INFO - Epoch [24][460/2147] lr: 1.401e-01, eta: 9 days, 17:21:54, time: 1.472, data_time: 0.008, memory: 16628, top1_acc: 0.3000, top5_acc: 0.5585, loss_cls: 3.2074, loss: 3.2074, grad_norm: 1.7473 2021-01-19 14:14:42,974 - mmaction - INFO - Epoch [24][480/2147] lr: 1.401e-01, eta: 9 days, 17:20:36, time: 1.458, data_time: 0.004, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5585, loss_cls: 3.2246, loss: 3.2246, grad_norm: 1.7752 2021-01-19 14:15:15,369 - mmaction - INFO - Epoch [24][500/2147] lr: 1.402e-01, eta: 9 days, 17:19:50, time: 1.622, data_time: 0.006, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5634, loss_cls: 3.2082, loss: 3.2082, grad_norm: 1.7893 2021-01-19 14:15:44,695 - mmaction - INFO - Epoch [24][520/2147] lr: 1.402e-01, eta: 9 days, 17:18:34, time: 1.466, data_time: 0.005, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5777, loss_cls: 3.1605, loss: 3.1605, grad_norm: 1.7629 2021-01-19 14:16:18,845 - mmaction - INFO - Epoch [24][540/2147] lr: 1.403e-01, eta: 9 days, 17:18:05, time: 1.705, data_time: 0.002, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5772, loss_cls: 3.1317, loss: 3.1317, grad_norm: 1.7900 2021-01-19 14:16:49,546 - mmaction - INFO - Epoch [24][560/2147] lr: 1.403e-01, eta: 9 days, 17:17:03, time: 1.537, data_time: 0.007, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5571, loss_cls: 3.2104, loss: 3.2104, grad_norm: 1.8128 2021-01-19 14:17:21,539 - mmaction - INFO - Epoch [24][580/2147] lr: 1.404e-01, eta: 9 days, 17:16:12, time: 1.596, data_time: 0.008, memory: 16628, top1_acc: 0.2862, top5_acc: 0.5513, loss_cls: 3.2563, loss: 3.2563, grad_norm: 1.8334 2021-01-19 14:17:50,964 - mmaction - INFO - Epoch [24][600/2147] lr: 1.404e-01, eta: 9 days, 17:14:57, time: 1.474, data_time: 0.005, memory: 16628, top1_acc: 0.3062, top5_acc: 0.5594, loss_cls: 3.1831, loss: 3.1831, grad_norm: 1.8076 2021-01-19 14:18:23,599 - mmaction - INFO - Epoch [24][620/2147] lr: 1.405e-01, eta: 9 days, 17:14:13, time: 1.629, data_time: 0.003, memory: 16628, top1_acc: 0.2982, top5_acc: 0.5478, loss_cls: 3.2434, loss: 3.2434, grad_norm: 1.7823 2021-01-19 14:18:54,334 - mmaction - INFO - Epoch [24][640/2147] lr: 1.405e-01, eta: 9 days, 17:13:12, time: 1.541, data_time: 0.005, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5554, loss_cls: 3.1874, loss: 3.1874, grad_norm: 1.7848 2021-01-19 14:19:27,384 - mmaction - INFO - Epoch [24][660/2147] lr: 1.406e-01, eta: 9 days, 17:12:33, time: 1.653, data_time: 0.004, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5768, loss_cls: 3.1030, loss: 3.1030, grad_norm: 1.7682 2021-01-19 14:19:56,573 - mmaction - INFO - Epoch [24][680/2147] lr: 1.406e-01, eta: 9 days, 17:11:15, time: 1.459, data_time: 0.003, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5554, loss_cls: 3.2131, loss: 3.2131, grad_norm: 1.7824 2021-01-19 14:20:30,971 - mmaction - INFO - Epoch [24][700/2147] lr: 1.406e-01, eta: 9 days, 17:10:47, time: 1.712, data_time: 0.002, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5629, loss_cls: 3.1910, loss: 3.1910, grad_norm: 1.7790 2021-01-19 14:20:59,535 - mmaction - INFO - Epoch [24][720/2147] lr: 1.407e-01, eta: 9 days, 17:09:25, time: 1.436, data_time: 0.011, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5643, loss_cls: 3.2043, loss: 3.2043, grad_norm: 1.8338 2021-01-19 14:21:29,683 - mmaction - INFO - Epoch [24][740/2147] lr: 1.407e-01, eta: 9 days, 17:08:17, time: 1.508, data_time: 0.003, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5616, loss_cls: 3.1829, loss: 3.1829, grad_norm: 1.7750 2021-01-19 14:22:01,281 - mmaction - INFO - Epoch [24][760/2147] lr: 1.408e-01, eta: 9 days, 17:07:22, time: 1.574, data_time: 0.002, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5759, loss_cls: 3.1431, loss: 3.1431, grad_norm: 1.7821 2021-01-19 14:22:33,034 - mmaction - INFO - Epoch [24][780/2147] lr: 1.408e-01, eta: 9 days, 17:06:31, time: 1.591, data_time: 0.017, memory: 16628, top1_acc: 0.3085, top5_acc: 0.5563, loss_cls: 3.1958, loss: 3.1958, grad_norm: 1.8016 2021-01-19 14:23:02,601 - mmaction - INFO - Epoch [24][800/2147] lr: 1.409e-01, eta: 9 days, 17:05:16, time: 1.474, data_time: 0.004, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5835, loss_cls: 3.1119, loss: 3.1119, grad_norm: 1.7965 2021-01-19 14:23:34,468 - mmaction - INFO - Epoch [24][820/2147] lr: 1.409e-01, eta: 9 days, 17:04:24, time: 1.585, data_time: 0.009, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5571, loss_cls: 3.1614, loss: 3.1614, grad_norm: 1.7963 2021-01-19 14:24:03,346 - mmaction - INFO - Epoch [24][840/2147] lr: 1.410e-01, eta: 9 days, 17:03:06, time: 1.458, data_time: 0.022, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5701, loss_cls: 3.1593, loss: 3.1593, grad_norm: 1.8059 2021-01-19 14:24:33,055 - mmaction - INFO - Epoch [24][860/2147] lr: 1.410e-01, eta: 9 days, 17:01:54, time: 1.487, data_time: 0.007, memory: 16628, top1_acc: 0.2951, top5_acc: 0.5406, loss_cls: 3.2405, loss: 3.2405, grad_norm: 1.7925 2021-01-19 14:25:02,119 - mmaction - INFO - Epoch [24][880/2147] lr: 1.411e-01, eta: 9 days, 17:00:35, time: 1.450, data_time: 0.001, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5643, loss_cls: 3.1440, loss: 3.1440, grad_norm: 1.7748 2021-01-19 14:25:34,047 - mmaction - INFO - Epoch [24][900/2147] lr: 1.411e-01, eta: 9 days, 16:59:44, time: 1.592, data_time: 0.007, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5647, loss_cls: 3.1912, loss: 3.1912, grad_norm: 1.8042 2021-01-19 14:26:04,607 - mmaction - INFO - Epoch [24][920/2147] lr: 1.412e-01, eta: 9 days, 16:58:41, time: 1.532, data_time: 0.009, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5594, loss_cls: 3.1761, loss: 3.1761, grad_norm: 1.8267 2021-01-19 14:26:36,014 - mmaction - INFO - Epoch [24][940/2147] lr: 1.412e-01, eta: 9 days, 16:57:46, time: 1.573, data_time: 0.004, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5750, loss_cls: 3.1430, loss: 3.1430, grad_norm: 1.7720 2021-01-19 14:27:05,294 - mmaction - INFO - Epoch [24][960/2147] lr: 1.413e-01, eta: 9 days, 16:56:30, time: 1.464, data_time: 0.002, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5603, loss_cls: 3.1559, loss: 3.1559, grad_norm: 1.7759 2021-01-19 14:27:36,199 - mmaction - INFO - Epoch [24][980/2147] lr: 1.413e-01, eta: 9 days, 16:55:29, time: 1.544, data_time: 0.003, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5563, loss_cls: 3.1842, loss: 3.1842, grad_norm: 1.8127 2021-01-19 14:28:05,047 - mmaction - INFO - Epoch [24][1000/2147] lr: 1.414e-01, eta: 9 days, 16:54:09, time: 1.443, data_time: 0.003, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5621, loss_cls: 3.1917, loss: 3.1917, grad_norm: 1.7313 2021-01-19 14:28:34,667 - mmaction - INFO - Epoch [24][1020/2147] lr: 1.414e-01, eta: 9 days, 16:52:56, time: 1.481, data_time: 0.002, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5696, loss_cls: 3.1866, loss: 3.1866, grad_norm: 1.7737 2021-01-19 14:29:03,428 - mmaction - INFO - Epoch [24][1040/2147] lr: 1.415e-01, eta: 9 days, 16:51:35, time: 1.438, data_time: 0.002, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5652, loss_cls: 3.1388, loss: 3.1388, grad_norm: 1.7717 2021-01-19 14:29:32,562 - mmaction - INFO - Epoch [24][1060/2147] lr: 1.415e-01, eta: 9 days, 16:50:16, time: 1.454, data_time: 0.004, memory: 16628, top1_acc: 0.2924, top5_acc: 0.5411, loss_cls: 3.2777, loss: 3.2777, grad_norm: 1.7757 2021-01-19 14:30:03,465 - mmaction - INFO - Epoch [24][1080/2147] lr: 1.416e-01, eta: 9 days, 16:49:16, time: 1.541, data_time: 0.006, memory: 16628, top1_acc: 0.2942, top5_acc: 0.5540, loss_cls: 3.2591, loss: 3.2591, grad_norm: 1.7749 2021-01-19 14:30:32,207 - mmaction - INFO - Epoch [24][1100/2147] lr: 1.416e-01, eta: 9 days, 16:47:55, time: 1.442, data_time: 0.009, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5835, loss_cls: 3.1468, loss: 3.1468, grad_norm: 1.7494 2021-01-19 14:31:02,523 - mmaction - INFO - Epoch [24][1120/2147] lr: 1.417e-01, eta: 9 days, 16:46:50, time: 1.517, data_time: 0.004, memory: 16628, top1_acc: 0.2991, top5_acc: 0.5621, loss_cls: 3.1926, loss: 3.1926, grad_norm: 1.8121 2021-01-19 14:31:33,471 - mmaction - INFO - Epoch [24][1140/2147] lr: 1.417e-01, eta: 9 days, 16:45:36, time: 1.479, data_time: 0.003, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5442, loss_cls: 3.2474, loss: 3.2474, grad_norm: 1.7805 2021-01-19 14:32:14,035 - mmaction - INFO - Epoch [24][1160/2147] lr: 1.418e-01, eta: 9 days, 16:46:23, time: 2.087, data_time: 0.075, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5661, loss_cls: 3.1700, loss: 3.1700, grad_norm: 1.7563 2021-01-19 14:32:45,247 - mmaction - INFO - Epoch [24][1180/2147] lr: 1.418e-01, eta: 9 days, 16:45:28, time: 1.570, data_time: 0.014, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5808, loss_cls: 3.1159, loss: 3.1159, grad_norm: 1.7815 2021-01-19 14:33:14,295 - mmaction - INFO - Epoch [24][1200/2147] lr: 1.419e-01, eta: 9 days, 16:44:10, time: 1.452, data_time: 0.007, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5585, loss_cls: 3.1801, loss: 3.1801, grad_norm: 1.8392 2021-01-19 14:33:44,806 - mmaction - INFO - Epoch [24][1220/2147] lr: 1.419e-01, eta: 9 days, 16:43:05, time: 1.519, data_time: 0.007, memory: 16628, top1_acc: 0.2964, top5_acc: 0.5536, loss_cls: 3.2578, loss: 3.2578, grad_norm: 1.7968 2021-01-19 14:34:16,455 - mmaction - INFO - Epoch [24][1240/2147] lr: 1.420e-01, eta: 9 days, 16:42:14, time: 1.590, data_time: 0.009, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5558, loss_cls: 3.2301, loss: 3.2301, grad_norm: 1.7375 2021-01-19 14:34:47,208 - mmaction - INFO - Epoch [24][1260/2147] lr: 1.420e-01, eta: 9 days, 16:41:12, time: 1.536, data_time: 0.003, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5665, loss_cls: 3.1499, loss: 3.1499, grad_norm: 1.7952 2021-01-19 14:35:19,051 - mmaction - INFO - Epoch [24][1280/2147] lr: 1.421e-01, eta: 9 days, 16:40:16, time: 1.564, data_time: 0.005, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5598, loss_cls: 3.1904, loss: 3.1904, grad_norm: 1.7737 2021-01-19 14:35:50,204 - mmaction - INFO - Epoch [24][1300/2147] lr: 1.421e-01, eta: 9 days, 16:39:24, time: 1.586, data_time: 0.042, memory: 16628, top1_acc: 0.2933, top5_acc: 0.5549, loss_cls: 3.2314, loss: 3.2314, grad_norm: 1.7876 2021-01-19 14:36:19,253 - mmaction - INFO - Epoch [24][1320/2147] lr: 1.421e-01, eta: 9 days, 16:38:06, time: 1.452, data_time: 0.004, memory: 16628, top1_acc: 0.2938, top5_acc: 0.5567, loss_cls: 3.2265, loss: 3.2265, grad_norm: 1.7751 2021-01-19 14:37:07,732 - mmaction - INFO - Epoch [24][1340/2147] lr: 1.422e-01, eta: 9 days, 16:39:57, time: 2.417, data_time: 0.006, memory: 16628, top1_acc: 0.2937, top5_acc: 0.5634, loss_cls: 3.2195, loss: 3.2195, grad_norm: 1.7928 2021-01-19 14:37:36,672 - mmaction - INFO - Epoch [24][1360/2147] lr: 1.422e-01, eta: 9 days, 16:38:40, time: 1.454, data_time: 0.011, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5759, loss_cls: 3.1485, loss: 3.1485, grad_norm: 1.7701 2021-01-19 14:38:05,672 - mmaction - INFO - Epoch [24][1380/2147] lr: 1.423e-01, eta: 9 days, 16:37:22, time: 1.453, data_time: 0.006, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5705, loss_cls: 3.1754, loss: 3.1754, grad_norm: 1.8034 2021-01-19 14:38:38,053 - mmaction - INFO - Epoch [24][1400/2147] lr: 1.423e-01, eta: 9 days, 16:36:36, time: 1.618, data_time: 0.003, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5603, loss_cls: 3.1822, loss: 3.1822, grad_norm: 1.7978 2021-01-19 14:39:06,892 - mmaction - INFO - Epoch [24][1420/2147] lr: 1.424e-01, eta: 9 days, 16:35:16, time: 1.443, data_time: 0.005, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5545, loss_cls: 3.2256, loss: 3.2256, grad_norm: 1.7349 2021-01-19 14:39:37,325 - mmaction - INFO - Epoch [24][1440/2147] lr: 1.424e-01, eta: 9 days, 16:34:12, time: 1.521, data_time: 0.003, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5594, loss_cls: 3.1658, loss: 3.1658, grad_norm: 1.8007 2021-01-19 14:40:08,487 - mmaction - INFO - Epoch [24][1460/2147] lr: 1.425e-01, eta: 9 days, 16:33:15, time: 1.558, data_time: 0.016, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5701, loss_cls: 3.1195, loss: 3.1195, grad_norm: 1.7386 2021-01-19 14:40:37,192 - mmaction - INFO - Epoch [24][1480/2147] lr: 1.425e-01, eta: 9 days, 16:31:53, time: 1.433, data_time: 0.002, memory: 16628, top1_acc: 0.2946, top5_acc: 0.5384, loss_cls: 3.2712, loss: 3.2712, grad_norm: 1.7264 2021-01-19 14:41:06,352 - mmaction - INFO - Epoch [24][1500/2147] lr: 1.426e-01, eta: 9 days, 16:30:37, time: 1.459, data_time: 0.004, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5603, loss_cls: 3.2085, loss: 3.2085, grad_norm: 1.7758 2021-01-19 14:41:36,663 - mmaction - INFO - Epoch [24][1520/2147] lr: 1.426e-01, eta: 9 days, 16:29:31, time: 1.517, data_time: 0.004, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5696, loss_cls: 3.1883, loss: 3.1883, grad_norm: 1.8185 2021-01-19 14:42:08,657 - mmaction - INFO - Epoch [24][1540/2147] lr: 1.427e-01, eta: 9 days, 16:28:41, time: 1.594, data_time: 0.003, memory: 16628, top1_acc: 0.3004, top5_acc: 0.5652, loss_cls: 3.1855, loss: 3.1855, grad_norm: 1.8048 2021-01-19 14:42:37,493 - mmaction - INFO - Epoch [24][1560/2147] lr: 1.427e-01, eta: 9 days, 16:27:22, time: 1.446, data_time: 0.009, memory: 16628, top1_acc: 0.2964, top5_acc: 0.5451, loss_cls: 3.2530, loss: 3.2530, grad_norm: 1.7919 2021-01-19 14:43:07,650 - mmaction - INFO - Epoch [24][1580/2147] lr: 1.428e-01, eta: 9 days, 16:26:16, time: 1.509, data_time: 0.004, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5732, loss_cls: 3.1270, loss: 3.1270, grad_norm: 1.8273 2021-01-19 14:43:38,477 - mmaction - INFO - Epoch [24][1600/2147] lr: 1.428e-01, eta: 9 days, 16:25:15, time: 1.538, data_time: 0.003, memory: 16628, top1_acc: 0.2991, top5_acc: 0.5379, loss_cls: 3.2367, loss: 3.2367, grad_norm: 1.8029 2021-01-19 14:44:08,277 - mmaction - INFO - Epoch [24][1620/2147] lr: 1.429e-01, eta: 9 days, 16:24:05, time: 1.491, data_time: 0.008, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5612, loss_cls: 3.1567, loss: 3.1567, grad_norm: 1.7293 2021-01-19 14:44:39,094 - mmaction - INFO - Epoch [24][1640/2147] lr: 1.429e-01, eta: 9 days, 16:23:04, time: 1.541, data_time: 0.005, memory: 16628, top1_acc: 0.2929, top5_acc: 0.5580, loss_cls: 3.2358, loss: 3.2358, grad_norm: 1.7600 2021-01-19 14:45:09,912 - mmaction - INFO - Epoch [24][1660/2147] lr: 1.430e-01, eta: 9 days, 16:22:03, time: 1.537, data_time: 0.004, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5723, loss_cls: 3.1664, loss: 3.1664, grad_norm: 1.7983 2021-01-19 14:45:40,784 - mmaction - INFO - Epoch [24][1680/2147] lr: 1.430e-01, eta: 9 days, 16:21:04, time: 1.547, data_time: 0.014, memory: 16628, top1_acc: 0.3004, top5_acc: 0.5741, loss_cls: 3.1798, loss: 3.1798, grad_norm: 1.8125 2021-01-19 14:46:13,401 - mmaction - INFO - Epoch [24][1700/2147] lr: 1.431e-01, eta: 9 days, 16:20:20, time: 1.624, data_time: 0.010, memory: 16628, top1_acc: 0.2969, top5_acc: 0.5504, loss_cls: 3.2475, loss: 3.2475, grad_norm: 1.7704 2021-01-19 14:46:56,697 - mmaction - INFO - Epoch [24][1720/2147] lr: 1.431e-01, eta: 9 days, 16:21:22, time: 2.166, data_time: 0.014, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5741, loss_cls: 3.1634, loss: 3.1634, grad_norm: 1.7477 2021-01-19 14:47:26,302 - mmaction - INFO - Epoch [24][1740/2147] lr: 1.432e-01, eta: 9 days, 16:20:10, time: 1.482, data_time: 0.012, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5536, loss_cls: 3.2102, loss: 3.2102, grad_norm: 1.8000 2021-01-19 14:47:56,905 - mmaction - INFO - Epoch [24][1760/2147] lr: 1.432e-01, eta: 9 days, 16:19:08, time: 1.532, data_time: 0.010, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5612, loss_cls: 3.1971, loss: 3.1971, grad_norm: 1.8104 2021-01-19 14:48:26,452 - mmaction - INFO - Epoch [24][1780/2147] lr: 1.433e-01, eta: 9 days, 16:17:55, time: 1.476, data_time: 0.007, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5692, loss_cls: 3.1712, loss: 3.1712, grad_norm: 1.7829 2021-01-19 14:48:56,028 - mmaction - INFO - Epoch [24][1800/2147] lr: 1.433e-01, eta: 9 days, 16:16:43, time: 1.479, data_time: 0.007, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5589, loss_cls: 3.2027, loss: 3.2027, grad_norm: 1.7576 2021-01-19 14:49:27,367 - mmaction - INFO - Epoch [24][1820/2147] lr: 1.434e-01, eta: 9 days, 16:15:48, time: 1.565, data_time: 0.007, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5576, loss_cls: 3.2296, loss: 3.2296, grad_norm: 1.7742 2021-01-19 14:50:00,178 - mmaction - INFO - Epoch [24][1840/2147] lr: 1.434e-01, eta: 9 days, 16:15:06, time: 1.638, data_time: 0.012, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5723, loss_cls: 3.1382, loss: 3.1382, grad_norm: 1.7808 2021-01-19 14:50:29,301 - mmaction - INFO - Epoch [24][1860/2147] lr: 1.435e-01, eta: 9 days, 16:13:51, time: 1.465, data_time: 0.013, memory: 16628, top1_acc: 0.3000, top5_acc: 0.5549, loss_cls: 3.2231, loss: 3.2231, grad_norm: 1.8037 2021-01-19 14:50:58,071 - mmaction - INFO - Epoch [24][1880/2147] lr: 1.435e-01, eta: 9 days, 16:12:31, time: 1.439, data_time: 0.010, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5687, loss_cls: 3.2041, loss: 3.2041, grad_norm: 1.7649 2021-01-19 14:51:26,759 - mmaction - INFO - Epoch [24][1900/2147] lr: 1.435e-01, eta: 9 days, 16:11:10, time: 1.433, data_time: 0.003, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5647, loss_cls: 3.1408, loss: 3.1408, grad_norm: 1.7470 2021-01-19 14:51:58,586 - mmaction - INFO - Epoch [24][1920/2147] lr: 1.436e-01, eta: 9 days, 16:10:20, time: 1.590, data_time: 0.003, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5674, loss_cls: 3.1623, loss: 3.1623, grad_norm: 1.8257 2021-01-19 14:52:28,213 - mmaction - INFO - Epoch [24][1940/2147] lr: 1.436e-01, eta: 9 days, 16:09:09, time: 1.483, data_time: 0.007, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5487, loss_cls: 3.2606, loss: 3.2606, grad_norm: 1.7645 2021-01-19 14:52:58,618 - mmaction - INFO - Epoch [24][1960/2147] lr: 1.437e-01, eta: 9 days, 16:08:04, time: 1.519, data_time: 0.006, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5656, loss_cls: 3.1967, loss: 3.1967, grad_norm: 1.7557 2021-01-19 14:53:28,434 - mmaction - INFO - Epoch [24][1980/2147] lr: 1.437e-01, eta: 9 days, 16:06:54, time: 1.487, data_time: 0.009, memory: 16628, top1_acc: 0.2933, top5_acc: 0.5527, loss_cls: 3.2642, loss: 3.2642, grad_norm: 1.7871 2021-01-19 14:54:00,161 - mmaction - INFO - Epoch [24][2000/2147] lr: 1.438e-01, eta: 9 days, 16:06:04, time: 1.592, data_time: 0.010, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5629, loss_cls: 3.1679, loss: 3.1679, grad_norm: 1.7570 2021-01-19 14:54:31,956 - mmaction - INFO - Epoch [24][2020/2147] lr: 1.438e-01, eta: 9 days, 16:05:14, time: 1.592, data_time: 0.007, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5621, loss_cls: 3.2477, loss: 3.2477, grad_norm: 1.7549 2021-01-19 14:55:00,736 - mmaction - INFO - Epoch [24][2040/2147] lr: 1.439e-01, eta: 9 days, 16:03:54, time: 1.439, data_time: 0.001, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5625, loss_cls: 3.1635, loss: 3.1635, grad_norm: 1.7793 2021-01-19 14:55:33,152 - mmaction - INFO - Epoch [24][2060/2147] lr: 1.439e-01, eta: 9 days, 16:03:09, time: 1.616, data_time: 0.002, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5540, loss_cls: 3.2162, loss: 3.2162, grad_norm: 1.7655 2021-01-19 14:56:02,590 - mmaction - INFO - Epoch [24][2080/2147] lr: 1.440e-01, eta: 9 days, 16:01:56, time: 1.475, data_time: 0.009, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5763, loss_cls: 3.1445, loss: 3.1445, grad_norm: 1.7785 2021-01-19 14:56:32,192 - mmaction - INFO - Epoch [24][2100/2147] lr: 1.440e-01, eta: 9 days, 16:00:45, time: 1.482, data_time: 0.010, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5647, loss_cls: 3.1570, loss: 3.1570, grad_norm: 1.7700 2021-01-19 14:57:09,898 - mmaction - INFO - Epoch [24][2120/2147] lr: 1.441e-01, eta: 9 days, 16:00:51, time: 1.883, data_time: 0.060, memory: 16628, top1_acc: 0.3062, top5_acc: 0.5714, loss_cls: 3.2029, loss: 3.2029, grad_norm: 1.7314 2021-01-19 14:57:41,807 - mmaction - INFO - Epoch [24][2140/2147] lr: 1.441e-01, eta: 9 days, 16:00:02, time: 1.598, data_time: 0.011, memory: 16628, top1_acc: 0.3063, top5_acc: 0.5670, loss_cls: 3.1290, loss: 3.1290, grad_norm: 1.7861 2021-01-19 14:58:06,179 - mmaction - INFO - Saving checkpoint at 24 epochs 2021-01-19 15:02:56,289 - mmaction - INFO - Epoch [25][20/2147] lr: 1.439e-01, eta: 9 days, 16:38:25, time: 14.413, data_time: 12.847, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5683, loss_cls: 3.1623, loss: 3.1623, grad_norm: 1.8226 2021-01-19 15:03:25,488 - mmaction - INFO - Epoch [25][40/2147] lr: 1.440e-01, eta: 9 days, 16:37:10, time: 1.467, data_time: 0.014, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5696, loss_cls: 3.1163, loss: 3.1163, grad_norm: 1.7779 2021-01-19 15:03:56,113 - mmaction - INFO - Epoch [25][60/2147] lr: 1.440e-01, eta: 9 days, 16:36:07, time: 1.531, data_time: 0.004, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5768, loss_cls: 3.1248, loss: 3.1248, grad_norm: 1.7708 2021-01-19 15:04:24,881 - mmaction - INFO - Epoch [25][80/2147] lr: 1.441e-01, eta: 9 days, 16:34:47, time: 1.440, data_time: 0.005, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5692, loss_cls: 3.1633, loss: 3.1633, grad_norm: 1.7826 2021-01-19 15:04:53,712 - mmaction - INFO - Epoch [25][100/2147] lr: 1.441e-01, eta: 9 days, 16:33:27, time: 1.441, data_time: 0.004, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5875, loss_cls: 3.1171, loss: 3.1171, grad_norm: 1.8067 2021-01-19 15:05:24,803 - mmaction - INFO - Epoch [25][120/2147] lr: 1.442e-01, eta: 9 days, 16:32:29, time: 1.554, data_time: 0.003, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5723, loss_cls: 3.1325, loss: 3.1325, grad_norm: 1.7430 2021-01-19 15:05:55,699 - mmaction - INFO - Epoch [25][140/2147] lr: 1.442e-01, eta: 9 days, 16:31:28, time: 1.543, data_time: 0.006, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5598, loss_cls: 3.2040, loss: 3.2040, grad_norm: 1.7672 2021-01-19 15:06:28,698 - mmaction - INFO - Epoch [25][160/2147] lr: 1.443e-01, eta: 9 days, 16:30:49, time: 1.650, data_time: 0.006, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5830, loss_cls: 3.1117, loss: 3.1117, grad_norm: 1.7675 2021-01-19 15:07:00,435 - mmaction - INFO - Epoch [25][180/2147] lr: 1.443e-01, eta: 9 days, 16:29:58, time: 1.589, data_time: 0.008, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5741, loss_cls: 3.1218, loss: 3.1218, grad_norm: 1.7771 2021-01-19 15:07:32,666 - mmaction - INFO - Epoch [25][200/2147] lr: 1.444e-01, eta: 9 days, 16:29:11, time: 1.611, data_time: 0.006, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5679, loss_cls: 3.1308, loss: 3.1308, grad_norm: 1.8019 2021-01-19 15:08:03,390 - mmaction - INFO - Epoch [25][220/2147] lr: 1.444e-01, eta: 9 days, 16:28:07, time: 1.528, data_time: 0.008, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5446, loss_cls: 3.2039, loss: 3.2039, grad_norm: 1.7568 2021-01-19 15:08:32,502 - mmaction - INFO - Epoch [25][240/2147] lr: 1.445e-01, eta: 9 days, 16:26:52, time: 1.465, data_time: 0.013, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5728, loss_cls: 3.1377, loss: 3.1377, grad_norm: 1.8046 2021-01-19 15:09:03,031 - mmaction - INFO - Epoch [25][260/2147] lr: 1.445e-01, eta: 9 days, 16:25:48, time: 1.524, data_time: 0.004, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5746, loss_cls: 3.1457, loss: 3.1457, grad_norm: 1.8204 2021-01-19 15:09:33,389 - mmaction - INFO - Epoch [25][280/2147] lr: 1.446e-01, eta: 9 days, 16:24:44, time: 1.518, data_time: 0.006, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5647, loss_cls: 3.1341, loss: 3.1341, grad_norm: 1.7902 2021-01-19 15:10:02,202 - mmaction - INFO - Epoch [25][300/2147] lr: 1.446e-01, eta: 9 days, 16:23:24, time: 1.443, data_time: 0.008, memory: 16628, top1_acc: 0.3250, top5_acc: 0.5763, loss_cls: 3.1030, loss: 3.1030, grad_norm: 1.7701 2021-01-19 15:10:34,898 - mmaction - INFO - Epoch [25][320/2147] lr: 1.447e-01, eta: 9 days, 16:22:41, time: 1.632, data_time: 0.002, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5598, loss_cls: 3.1805, loss: 3.1805, grad_norm: 1.7894 2021-01-19 15:11:03,929 - mmaction - INFO - Epoch [25][340/2147] lr: 1.447e-01, eta: 9 days, 16:21:24, time: 1.454, data_time: 0.007, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5643, loss_cls: 3.2040, loss: 3.2040, grad_norm: 1.7658 2021-01-19 15:11:35,369 - mmaction - INFO - Epoch [25][360/2147] lr: 1.448e-01, eta: 9 days, 16:20:30, time: 1.571, data_time: 0.001, memory: 16628, top1_acc: 0.2871, top5_acc: 0.5451, loss_cls: 3.1992, loss: 3.1992, grad_norm: 1.7798 2021-01-19 15:12:04,834 - mmaction - INFO - Epoch [25][380/2147] lr: 1.448e-01, eta: 9 days, 16:19:17, time: 1.474, data_time: 0.004, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5652, loss_cls: 3.1643, loss: 3.1643, grad_norm: 1.7859 2021-01-19 15:12:33,672 - mmaction - INFO - Epoch [25][400/2147] lr: 1.449e-01, eta: 9 days, 16:17:57, time: 1.442, data_time: 0.004, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5621, loss_cls: 3.1776, loss: 3.1776, grad_norm: 1.7941 2021-01-19 15:13:02,362 - mmaction - INFO - Epoch [25][420/2147] lr: 1.449e-01, eta: 9 days, 16:16:36, time: 1.434, data_time: 0.004, memory: 16628, top1_acc: 0.3085, top5_acc: 0.5612, loss_cls: 3.1819, loss: 3.1819, grad_norm: 1.7755 2021-01-19 15:13:31,936 - mmaction - INFO - Epoch [25][440/2147] lr: 1.450e-01, eta: 9 days, 16:15:24, time: 1.480, data_time: 0.006, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5674, loss_cls: 3.1666, loss: 3.1666, grad_norm: 1.8177 2021-01-19 15:14:00,694 - mmaction - INFO - Epoch [25][460/2147] lr: 1.450e-01, eta: 9 days, 16:14:04, time: 1.437, data_time: 0.003, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5737, loss_cls: 3.1334, loss: 3.1334, grad_norm: 1.8070 2021-01-19 15:14:29,445 - mmaction - INFO - Epoch [25][480/2147] lr: 1.450e-01, eta: 9 days, 16:12:44, time: 1.437, data_time: 0.003, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5719, loss_cls: 3.1122, loss: 3.1122, grad_norm: 1.8042 2021-01-19 15:15:00,003 - mmaction - INFO - Epoch [25][500/2147] lr: 1.451e-01, eta: 9 days, 16:11:41, time: 1.527, data_time: 0.004, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5580, loss_cls: 3.2120, loss: 3.2120, grad_norm: 1.8315 2021-01-19 15:15:32,145 - mmaction - INFO - Epoch [25][520/2147] lr: 1.451e-01, eta: 9 days, 16:10:53, time: 1.602, data_time: 0.008, memory: 16628, top1_acc: 0.3018, top5_acc: 0.5558, loss_cls: 3.2108, loss: 3.2108, grad_norm: 1.7880 2021-01-19 15:16:02,078 - mmaction - INFO - Epoch [25][540/2147] lr: 1.452e-01, eta: 9 days, 16:09:45, time: 1.502, data_time: 0.011, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5719, loss_cls: 3.1605, loss: 3.1605, grad_norm: 1.7776 2021-01-19 15:16:31,211 - mmaction - INFO - Epoch [25][560/2147] lr: 1.452e-01, eta: 9 days, 16:08:29, time: 1.458, data_time: 0.006, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5656, loss_cls: 3.1683, loss: 3.1683, grad_norm: 1.7629 2021-01-19 15:17:01,124 - mmaction - INFO - Epoch [25][580/2147] lr: 1.453e-01, eta: 9 days, 16:07:20, time: 1.495, data_time: 0.006, memory: 16628, top1_acc: 0.3018, top5_acc: 0.5531, loss_cls: 3.2435, loss: 3.2435, grad_norm: 1.7740 2021-01-19 15:17:31,096 - mmaction - INFO - Epoch [25][600/2147] lr: 1.453e-01, eta: 9 days, 16:06:12, time: 1.499, data_time: 0.005, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5670, loss_cls: 3.1770, loss: 3.1770, grad_norm: 1.7773 2021-01-19 15:18:00,492 - mmaction - INFO - Epoch [25][620/2147] lr: 1.454e-01, eta: 9 days, 16:04:58, time: 1.467, data_time: 0.008, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5710, loss_cls: 3.1361, loss: 3.1361, grad_norm: 1.7779 2021-01-19 15:18:29,683 - mmaction - INFO - Epoch [25][640/2147] lr: 1.454e-01, eta: 9 days, 16:03:43, time: 1.462, data_time: 0.005, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5594, loss_cls: 3.1623, loss: 3.1623, grad_norm: 1.8272 2021-01-19 15:19:01,273 - mmaction - INFO - Epoch [25][660/2147] lr: 1.455e-01, eta: 9 days, 16:02:50, time: 1.575, data_time: 0.003, memory: 16628, top1_acc: 0.3013, top5_acc: 0.5455, loss_cls: 3.2402, loss: 3.2402, grad_norm: 1.7702 2021-01-19 15:19:32,309 - mmaction - INFO - Epoch [25][680/2147] lr: 1.455e-01, eta: 9 days, 16:01:52, time: 1.554, data_time: 0.011, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5567, loss_cls: 3.1620, loss: 3.1620, grad_norm: 1.7594 2021-01-19 15:20:01,183 - mmaction - INFO - Epoch [25][700/2147] lr: 1.456e-01, eta: 9 days, 16:00:34, time: 1.444, data_time: 0.008, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5585, loss_cls: 3.1732, loss: 3.1732, grad_norm: 1.7752 2021-01-19 15:20:30,360 - mmaction - INFO - Epoch [25][720/2147] lr: 1.456e-01, eta: 9 days, 15:59:19, time: 1.460, data_time: 0.006, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5701, loss_cls: 3.1446, loss: 3.1446, grad_norm: 1.7592 2021-01-19 15:20:59,219 - mmaction - INFO - Epoch [25][740/2147] lr: 1.457e-01, eta: 9 days, 15:58:00, time: 1.444, data_time: 0.006, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5728, loss_cls: 3.1751, loss: 3.1751, grad_norm: 1.8081 2021-01-19 15:21:29,593 - mmaction - INFO - Epoch [25][760/2147] lr: 1.457e-01, eta: 9 days, 15:56:56, time: 1.515, data_time: 0.003, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5554, loss_cls: 3.1997, loss: 3.1997, grad_norm: 1.7821 2021-01-19 15:22:03,494 - mmaction - INFO - Epoch [25][780/2147] lr: 1.458e-01, eta: 9 days, 15:56:25, time: 1.696, data_time: 0.006, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5598, loss_cls: 3.2353, loss: 3.2353, grad_norm: 1.7657 2021-01-19 15:22:33,876 - mmaction - INFO - Epoch [25][800/2147] lr: 1.458e-01, eta: 9 days, 15:55:21, time: 1.519, data_time: 0.006, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5612, loss_cls: 3.1985, loss: 3.1985, grad_norm: 1.7673 2021-01-19 15:23:03,209 - mmaction - INFO - Epoch [25][820/2147] lr: 1.459e-01, eta: 9 days, 15:54:08, time: 1.467, data_time: 0.008, memory: 16628, top1_acc: 0.2960, top5_acc: 0.5625, loss_cls: 3.2061, loss: 3.2061, grad_norm: 1.7628 2021-01-19 15:23:32,156 - mmaction - INFO - Epoch [25][840/2147] lr: 1.459e-01, eta: 9 days, 15:52:50, time: 1.447, data_time: 0.003, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5647, loss_cls: 3.1809, loss: 3.1809, grad_norm: 1.7378 2021-01-19 15:24:04,329 - mmaction - INFO - Epoch [25][860/2147] lr: 1.460e-01, eta: 9 days, 15:52:03, time: 1.605, data_time: 0.005, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5638, loss_cls: 3.1558, loss: 3.1558, grad_norm: 1.7854 2021-01-19 15:24:33,129 - mmaction - INFO - Epoch [25][880/2147] lr: 1.460e-01, eta: 9 days, 15:50:45, time: 1.445, data_time: 0.006, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5504, loss_cls: 3.2356, loss: 3.2356, grad_norm: 1.7667 2021-01-19 15:25:01,978 - mmaction - INFO - Epoch [25][900/2147] lr: 1.461e-01, eta: 9 days, 15:49:25, time: 1.435, data_time: 0.001, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5710, loss_cls: 3.1593, loss: 3.1593, grad_norm: 1.7247 2021-01-19 15:25:30,592 - mmaction - INFO - Epoch [25][920/2147] lr: 1.461e-01, eta: 9 days, 15:48:06, time: 1.437, data_time: 0.010, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5808, loss_cls: 3.1265, loss: 3.1265, grad_norm: 1.7895 2021-01-19 15:26:02,942 - mmaction - INFO - Epoch [25][940/2147] lr: 1.462e-01, eta: 9 days, 15:47:19, time: 1.609, data_time: 0.004, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5500, loss_cls: 3.1915, loss: 3.1915, grad_norm: 1.7681 2021-01-19 15:26:33,125 - mmaction - INFO - Epoch [25][960/2147] lr: 1.462e-01, eta: 9 days, 15:46:15, time: 1.517, data_time: 0.012, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5701, loss_cls: 3.1649, loss: 3.1649, grad_norm: 1.7471 2021-01-19 15:27:10,481 - mmaction - INFO - Epoch [25][980/2147] lr: 1.463e-01, eta: 9 days, 15:46:16, time: 1.863, data_time: 0.017, memory: 16628, top1_acc: 0.2951, top5_acc: 0.5397, loss_cls: 3.2535, loss: 3.2535, grad_norm: 1.8003 2021-01-19 15:27:41,922 - mmaction - INFO - Epoch [25][1000/2147] lr: 1.463e-01, eta: 9 days, 15:45:23, time: 1.575, data_time: 0.013, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5621, loss_cls: 3.1587, loss: 3.1587, grad_norm: 1.7912 2021-01-19 15:28:10,760 - mmaction - INFO - Epoch [25][1020/2147] lr: 1.464e-01, eta: 9 days, 15:44:05, time: 1.446, data_time: 0.007, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5612, loss_cls: 3.1832, loss: 3.1832, grad_norm: 1.7685 2021-01-19 15:28:39,610 - mmaction - INFO - Epoch [25][1040/2147] lr: 1.464e-01, eta: 9 days, 15:42:47, time: 1.442, data_time: 0.001, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5638, loss_cls: 3.2152, loss: 3.2152, grad_norm: 1.7861 2021-01-19 15:29:12,138 - mmaction - INFO - Epoch [25][1060/2147] lr: 1.464e-01, eta: 9 days, 15:42:03, time: 1.623, data_time: 0.008, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5563, loss_cls: 3.1540, loss: 3.1540, grad_norm: 1.7604 2021-01-19 15:29:41,000 - mmaction - INFO - Epoch [25][1080/2147] lr: 1.465e-01, eta: 9 days, 15:40:46, time: 1.447, data_time: 0.006, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5496, loss_cls: 3.1822, loss: 3.1822, grad_norm: 1.7429 2021-01-19 15:30:11,676 - mmaction - INFO - Epoch [25][1100/2147] lr: 1.465e-01, eta: 9 days, 15:39:44, time: 1.527, data_time: 0.009, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5732, loss_cls: 3.1499, loss: 3.1499, grad_norm: 1.7784 2021-01-19 15:30:43,656 - mmaction - INFO - Epoch [25][1120/2147] lr: 1.466e-01, eta: 9 days, 15:38:56, time: 1.602, data_time: 0.012, memory: 16628, top1_acc: 0.3000, top5_acc: 0.5603, loss_cls: 3.1964, loss: 3.1964, grad_norm: 1.8238 2021-01-19 15:31:12,729 - mmaction - INFO - Epoch [25][1140/2147] lr: 1.466e-01, eta: 9 days, 15:37:40, time: 1.457, data_time: 0.005, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5737, loss_cls: 3.1451, loss: 3.1451, grad_norm: 1.7782 2021-01-19 15:31:41,991 - mmaction - INFO - Epoch [25][1160/2147] lr: 1.467e-01, eta: 9 days, 15:36:27, time: 1.464, data_time: 0.027, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5701, loss_cls: 3.1657, loss: 3.1657, grad_norm: 1.7851 2021-01-19 15:32:13,257 - mmaction - INFO - Epoch [25][1180/2147] lr: 1.467e-01, eta: 9 days, 15:35:31, time: 1.563, data_time: 0.004, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5665, loss_cls: 3.1812, loss: 3.1812, grad_norm: 1.7834 2021-01-19 15:32:42,141 - mmaction - INFO - Epoch [25][1200/2147] lr: 1.468e-01, eta: 9 days, 15:34:14, time: 1.444, data_time: 0.003, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5558, loss_cls: 3.2132, loss: 3.2132, grad_norm: 1.7556 2021-01-19 15:33:14,617 - mmaction - INFO - Epoch [25][1220/2147] lr: 1.468e-01, eta: 9 days, 15:33:29, time: 1.617, data_time: 0.005, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5554, loss_cls: 3.2306, loss: 3.2306, grad_norm: 1.7490 2021-01-19 15:33:48,985 - mmaction - INFO - Epoch [25][1240/2147] lr: 1.469e-01, eta: 9 days, 15:33:04, time: 1.723, data_time: 0.015, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5567, loss_cls: 3.1888, loss: 3.1888, grad_norm: 1.7460 2021-01-19 15:34:20,722 - mmaction - INFO - Epoch [25][1260/2147] lr: 1.469e-01, eta: 9 days, 15:32:12, time: 1.580, data_time: 0.006, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5607, loss_cls: 3.1726, loss: 3.1726, grad_norm: 1.7321 2021-01-19 15:34:50,235 - mmaction - INFO - Epoch [25][1280/2147] lr: 1.470e-01, eta: 9 days, 15:31:02, time: 1.486, data_time: 0.012, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5879, loss_cls: 3.0909, loss: 3.0909, grad_norm: 1.7823 2021-01-19 15:35:19,933 - mmaction - INFO - Epoch [25][1300/2147] lr: 1.470e-01, eta: 9 days, 15:29:52, time: 1.482, data_time: 0.005, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5589, loss_cls: 3.2116, loss: 3.2116, grad_norm: 1.7838 2021-01-19 15:35:48,768 - mmaction - INFO - Epoch [25][1320/2147] lr: 1.471e-01, eta: 9 days, 15:28:34, time: 1.445, data_time: 0.006, memory: 16628, top1_acc: 0.2973, top5_acc: 0.5496, loss_cls: 3.2157, loss: 3.2157, grad_norm: 1.7908 2021-01-19 15:36:17,584 - mmaction - INFO - Epoch [25][1340/2147] lr: 1.471e-01, eta: 9 days, 15:27:16, time: 1.441, data_time: 0.006, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5603, loss_cls: 3.2155, loss: 3.2155, grad_norm: 1.7735 2021-01-19 15:36:46,486 - mmaction - INFO - Epoch [25][1360/2147] lr: 1.472e-01, eta: 9 days, 15:25:59, time: 1.442, data_time: 0.002, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5754, loss_cls: 3.1950, loss: 3.1950, grad_norm: 1.7517 2021-01-19 15:37:16,876 - mmaction - INFO - Epoch [25][1380/2147] lr: 1.472e-01, eta: 9 days, 15:24:56, time: 1.521, data_time: 0.004, memory: 16628, top1_acc: 0.3281, top5_acc: 0.5830, loss_cls: 3.1083, loss: 3.1083, grad_norm: 1.7872 2021-01-19 15:37:47,532 - mmaction - INFO - Epoch [25][1400/2147] lr: 1.473e-01, eta: 9 days, 15:23:55, time: 1.532, data_time: 0.005, memory: 16628, top1_acc: 0.2969, top5_acc: 0.5491, loss_cls: 3.2806, loss: 3.2806, grad_norm: 1.7829 2021-01-19 15:38:19,705 - mmaction - INFO - Epoch [25][1420/2147] lr: 1.473e-01, eta: 9 days, 15:23:08, time: 1.603, data_time: 0.007, memory: 16628, top1_acc: 0.3085, top5_acc: 0.5607, loss_cls: 3.1908, loss: 3.1908, grad_norm: 1.7848 2021-01-19 15:38:50,232 - mmaction - INFO - Epoch [25][1440/2147] lr: 1.474e-01, eta: 9 days, 15:22:06, time: 1.529, data_time: 0.010, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5759, loss_cls: 3.1373, loss: 3.1373, grad_norm: 1.7929 2021-01-19 15:39:18,968 - mmaction - INFO - Epoch [25][1460/2147] lr: 1.474e-01, eta: 9 days, 15:20:48, time: 1.442, data_time: 0.009, memory: 16628, top1_acc: 0.2906, top5_acc: 0.5437, loss_cls: 3.2576, loss: 3.2576, grad_norm: 1.8492 2021-01-19 15:39:50,023 - mmaction - INFO - Epoch [25][1480/2147] lr: 1.475e-01, eta: 9 days, 15:19:50, time: 1.546, data_time: 0.005, memory: 16628, top1_acc: 0.3063, top5_acc: 0.5589, loss_cls: 3.2275, loss: 3.2275, grad_norm: 1.7677 2021-01-19 15:40:20,356 - mmaction - INFO - Epoch [25][1500/2147] lr: 1.475e-01, eta: 9 days, 15:18:48, time: 1.522, data_time: 0.016, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5616, loss_cls: 3.2151, loss: 3.2151, grad_norm: 1.7484 2021-01-19 15:40:51,488 - mmaction - INFO - Epoch [25][1520/2147] lr: 1.476e-01, eta: 9 days, 15:17:52, time: 1.556, data_time: 0.004, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5696, loss_cls: 3.1324, loss: 3.1324, grad_norm: 1.7704 2021-01-19 15:41:20,160 - mmaction - INFO - Epoch [25][1540/2147] lr: 1.476e-01, eta: 9 days, 15:16:32, time: 1.433, data_time: 0.005, memory: 16628, top1_acc: 0.2915, top5_acc: 0.5464, loss_cls: 3.2295, loss: 3.2295, grad_norm: 1.7422 2021-01-19 15:41:52,005 - mmaction - INFO - Epoch [25][1560/2147] lr: 1.477e-01, eta: 9 days, 15:15:43, time: 1.590, data_time: 0.008, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5643, loss_cls: 3.1489, loss: 3.1489, grad_norm: 1.7327 2021-01-19 15:42:22,957 - mmaction - INFO - Epoch [25][1580/2147] lr: 1.477e-01, eta: 9 days, 15:14:46, time: 1.552, data_time: 0.010, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5629, loss_cls: 3.1449, loss: 3.1449, grad_norm: 1.7655 2021-01-19 15:42:52,397 - mmaction - INFO - Epoch [25][1600/2147] lr: 1.478e-01, eta: 9 days, 15:13:34, time: 1.471, data_time: 0.003, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5652, loss_cls: 3.1953, loss: 3.1953, grad_norm: 1.7380 2021-01-19 15:43:25,968 - mmaction - INFO - Epoch [25][1620/2147] lr: 1.478e-01, eta: 9 days, 15:13:00, time: 1.676, data_time: 0.005, memory: 16628, top1_acc: 0.2902, top5_acc: 0.5741, loss_cls: 3.2130, loss: 3.2130, grad_norm: 1.7531 2021-01-19 15:43:57,161 - mmaction - INFO - Epoch [25][1640/2147] lr: 1.478e-01, eta: 9 days, 15:12:05, time: 1.563, data_time: 0.008, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5598, loss_cls: 3.2156, loss: 3.2156, grad_norm: 1.7208 2021-01-19 15:44:26,197 - mmaction - INFO - Epoch [25][1660/2147] lr: 1.479e-01, eta: 9 days, 15:10:50, time: 1.451, data_time: 0.005, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5647, loss_cls: 3.1490, loss: 3.1490, grad_norm: 1.7853 2021-01-19 15:44:57,423 - mmaction - INFO - Epoch [25][1680/2147] lr: 1.479e-01, eta: 9 days, 15:09:55, time: 1.561, data_time: 0.009, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5719, loss_cls: 3.1710, loss: 3.1710, grad_norm: 1.8055 2021-01-19 15:45:26,876 - mmaction - INFO - Epoch [25][1700/2147] lr: 1.480e-01, eta: 9 days, 15:08:43, time: 1.471, data_time: 0.007, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5737, loss_cls: 3.1644, loss: 3.1644, grad_norm: 1.7864 2021-01-19 15:45:57,611 - mmaction - INFO - Epoch [25][1720/2147] lr: 1.480e-01, eta: 9 days, 15:07:43, time: 1.537, data_time: 0.006, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5754, loss_cls: 3.1381, loss: 3.1381, grad_norm: 1.7465 2021-01-19 15:46:26,843 - mmaction - INFO - Epoch [25][1740/2147] lr: 1.481e-01, eta: 9 days, 15:06:31, time: 1.465, data_time: 0.013, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5496, loss_cls: 3.2206, loss: 3.2206, grad_norm: 1.7929 2021-01-19 15:47:00,624 - mmaction - INFO - Epoch [25][1760/2147] lr: 1.481e-01, eta: 9 days, 15:05:59, time: 1.685, data_time: 0.027, memory: 16628, top1_acc: 0.3013, top5_acc: 0.5496, loss_cls: 3.2523, loss: 3.2523, grad_norm: 1.7377 2021-01-19 15:47:29,215 - mmaction - INFO - Epoch [25][1780/2147] lr: 1.482e-01, eta: 9 days, 15:04:40, time: 1.433, data_time: 0.006, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5687, loss_cls: 3.1202, loss: 3.1202, grad_norm: 1.7420 2021-01-19 15:47:58,276 - mmaction - INFO - Epoch [25][1800/2147] lr: 1.482e-01, eta: 9 days, 15:03:25, time: 1.455, data_time: 0.004, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5616, loss_cls: 3.1483, loss: 3.1483, grad_norm: 1.8201 2021-01-19 15:48:27,360 - mmaction - INFO - Epoch [25][1820/2147] lr: 1.483e-01, eta: 9 days, 15:02:10, time: 1.453, data_time: 0.004, memory: 16628, top1_acc: 0.2897, top5_acc: 0.5446, loss_cls: 3.2763, loss: 3.2763, grad_norm: 1.7764 2021-01-19 15:49:01,303 - mmaction - INFO - Epoch [25][1840/2147] lr: 1.483e-01, eta: 9 days, 15:01:39, time: 1.688, data_time: 0.003, memory: 16628, top1_acc: 0.2929, top5_acc: 0.5446, loss_cls: 3.2636, loss: 3.2636, grad_norm: 1.7573 2021-01-19 15:49:33,464 - mmaction - INFO - Epoch [25][1860/2147] lr: 1.484e-01, eta: 9 days, 15:00:55, time: 1.618, data_time: 0.011, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5638, loss_cls: 3.1898, loss: 3.1898, grad_norm: 1.7613 2021-01-19 15:50:03,019 - mmaction - INFO - Epoch [25][1880/2147] lr: 1.484e-01, eta: 9 days, 14:59:44, time: 1.475, data_time: 0.006, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5665, loss_cls: 3.2347, loss: 3.2347, grad_norm: 1.7867 2021-01-19 15:50:38,891 - mmaction - INFO - Epoch [25][1900/2147] lr: 1.485e-01, eta: 9 days, 14:59:31, time: 1.789, data_time: 0.016, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5665, loss_cls: 3.1724, loss: 3.1724, grad_norm: 1.7394 2021-01-19 15:51:12,647 - mmaction - INFO - Epoch [25][1920/2147] lr: 1.485e-01, eta: 9 days, 14:59:00, time: 1.688, data_time: 0.012, memory: 16628, top1_acc: 0.3085, top5_acc: 0.5665, loss_cls: 3.1849, loss: 3.1849, grad_norm: 1.7671 2021-01-19 15:51:43,169 - mmaction - INFO - Epoch [25][1940/2147] lr: 1.486e-01, eta: 9 days, 14:57:57, time: 1.515, data_time: 0.010, memory: 16628, top1_acc: 0.3004, top5_acc: 0.5621, loss_cls: 3.2334, loss: 3.2334, grad_norm: 1.7661 2021-01-19 15:52:13,360 - mmaction - INFO - Epoch [25][1960/2147] lr: 1.486e-01, eta: 9 days, 14:56:55, time: 1.526, data_time: 0.020, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5790, loss_cls: 3.1387, loss: 3.1387, grad_norm: 1.7259 2021-01-19 15:52:45,057 - mmaction - INFO - Epoch [25][1980/2147] lr: 1.487e-01, eta: 9 days, 14:56:03, time: 1.575, data_time: 0.005, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5554, loss_cls: 3.2221, loss: 3.2221, grad_norm: 1.7943 2021-01-19 15:53:16,030 - mmaction - INFO - Epoch [25][2000/2147] lr: 1.487e-01, eta: 9 days, 14:55:08, time: 1.558, data_time: 0.013, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5594, loss_cls: 3.2192, loss: 3.2192, grad_norm: 1.8085 2021-01-19 15:53:49,778 - mmaction - INFO - Epoch [25][2020/2147] lr: 1.488e-01, eta: 9 days, 14:54:35, time: 1.680, data_time: 0.004, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5509, loss_cls: 3.2434, loss: 3.2434, grad_norm: 1.7197 2021-01-19 15:54:21,809 - mmaction - INFO - Epoch [25][2040/2147] lr: 1.488e-01, eta: 9 days, 14:53:48, time: 1.601, data_time: 0.011, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5621, loss_cls: 3.1668, loss: 3.1668, grad_norm: 1.7286 2021-01-19 15:54:52,410 - mmaction - INFO - Epoch [25][2060/2147] lr: 1.489e-01, eta: 9 days, 14:52:46, time: 1.525, data_time: 0.014, memory: 16628, top1_acc: 0.3013, top5_acc: 0.5504, loss_cls: 3.1988, loss: 3.1988, grad_norm: 1.7661 2021-01-19 15:55:23,941 - mmaction - INFO - Epoch [25][2080/2147] lr: 1.489e-01, eta: 9 days, 14:51:55, time: 1.582, data_time: 0.024, memory: 16628, top1_acc: 0.2938, top5_acc: 0.5531, loss_cls: 3.2394, loss: 3.2394, grad_norm: 1.7660 2021-01-19 15:55:53,123 - mmaction - INFO - Epoch [25][2100/2147] lr: 1.490e-01, eta: 9 days, 14:50:44, time: 1.469, data_time: 0.013, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5701, loss_cls: 3.2183, loss: 3.2183, grad_norm: 1.7268 2021-01-19 15:56:25,508 - mmaction - INFO - Epoch [25][2120/2147] lr: 1.490e-01, eta: 9 days, 14:49:59, time: 1.614, data_time: 0.002, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5665, loss_cls: 3.1400, loss: 3.1400, grad_norm: 1.7651 2021-01-19 15:57:08,033 - mmaction - INFO - Epoch [25][2140/2147] lr: 1.491e-01, eta: 9 days, 14:50:48, time: 2.125, data_time: 0.013, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5567, loss_cls: 3.2194, loss: 3.2194, grad_norm: 1.8364 2021-01-19 16:16:59,871 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-19 16:17:00,827 - mmaction - INFO - top1_acc 0.3540 top5_acc 0.6276 2021-01-19 16:17:00,827 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-19 16:17:00,887 - mmaction - INFO - mean_acc 0.3538 2021-01-19 16:17:00,896 - mmaction - INFO - Epoch(val) [25][2147] top1_acc: 0.3540, top5_acc: 0.6276, mean_class_accuracy: 0.3538 2021-01-19 16:21:38,287 - mmaction - INFO - Epoch [26][20/2147] lr: 1.488e-01, eta: 9 days, 15:25:47, time: 13.868, data_time: 12.264, memory: 16628, top1_acc: 0.2978, top5_acc: 0.5504, loss_cls: 3.2452, loss: 3.2452, grad_norm: 1.7161 2021-01-19 16:22:09,993 - mmaction - INFO - Epoch [26][40/2147] lr: 1.489e-01, eta: 9 days, 15:24:55, time: 1.583, data_time: 0.058, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5710, loss_cls: 3.1502, loss: 3.1502, grad_norm: 1.7689 2021-01-19 16:22:43,048 - mmaction - INFO - Epoch [26][60/2147] lr: 1.489e-01, eta: 9 days, 15:24:16, time: 1.650, data_time: 0.009, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5554, loss_cls: 3.2224, loss: 3.2224, grad_norm: 1.7937 2021-01-19 16:23:11,738 - mmaction - INFO - Epoch [26][80/2147] lr: 1.490e-01, eta: 9 days, 15:22:58, time: 1.439, data_time: 0.009, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5545, loss_cls: 3.2264, loss: 3.2264, grad_norm: 1.7729 2021-01-19 16:23:43,883 - mmaction - INFO - Epoch [26][100/2147] lr: 1.490e-01, eta: 9 days, 15:22:11, time: 1.603, data_time: 0.007, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5522, loss_cls: 3.2032, loss: 3.2032, grad_norm: 1.7498 2021-01-19 16:24:14,527 - mmaction - INFO - Epoch [26][120/2147] lr: 1.491e-01, eta: 9 days, 15:21:09, time: 1.529, data_time: 0.008, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5527, loss_cls: 3.2227, loss: 3.2227, grad_norm: 1.7592 2021-01-19 16:24:46,766 - mmaction - INFO - Epoch [26][140/2147] lr: 1.491e-01, eta: 9 days, 15:20:24, time: 1.617, data_time: 0.010, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5826, loss_cls: 3.0968, loss: 3.0968, grad_norm: 1.7404 2021-01-19 16:25:17,293 - mmaction - INFO - Epoch [26][160/2147] lr: 1.492e-01, eta: 9 days, 15:19:23, time: 1.530, data_time: 0.012, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5621, loss_cls: 3.2281, loss: 3.2281, grad_norm: 1.7762 2021-01-19 16:25:48,062 - mmaction - INFO - Epoch [26][180/2147] lr: 1.492e-01, eta: 9 days, 15:18:23, time: 1.537, data_time: 0.002, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5661, loss_cls: 3.1428, loss: 3.1428, grad_norm: 1.7423 2021-01-19 16:26:18,968 - mmaction - INFO - Epoch [26][200/2147] lr: 1.493e-01, eta: 9 days, 15:17:24, time: 1.543, data_time: 0.010, memory: 16628, top1_acc: 0.2973, top5_acc: 0.5504, loss_cls: 3.1979, loss: 3.1979, grad_norm: 1.7628 2021-01-19 16:26:52,424 - mmaction - INFO - Epoch [26][220/2147] lr: 1.493e-01, eta: 9 days, 15:16:50, time: 1.675, data_time: 0.008, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5674, loss_cls: 3.1447, loss: 3.1447, grad_norm: 1.7349 2021-01-19 16:27:23,252 - mmaction - INFO - Epoch [26][240/2147] lr: 1.494e-01, eta: 9 days, 15:15:51, time: 1.541, data_time: 0.009, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5683, loss_cls: 3.1698, loss: 3.1698, grad_norm: 1.7819 2021-01-19 16:27:55,775 - mmaction - INFO - Epoch [26][260/2147] lr: 1.494e-01, eta: 9 days, 15:15:07, time: 1.623, data_time: 0.003, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5951, loss_cls: 3.0652, loss: 3.0652, grad_norm: 1.7753 2021-01-19 16:28:25,171 - mmaction - INFO - Epoch [26][280/2147] lr: 1.495e-01, eta: 9 days, 15:13:55, time: 1.475, data_time: 0.006, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5674, loss_cls: 3.1619, loss: 3.1619, grad_norm: 1.7951 2021-01-19 16:28:58,223 - mmaction - INFO - Epoch [26][300/2147] lr: 1.495e-01, eta: 9 days, 15:13:14, time: 1.639, data_time: 0.003, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5603, loss_cls: 3.1950, loss: 3.1950, grad_norm: 1.7745 2021-01-19 16:29:31,394 - mmaction - INFO - Epoch [26][320/2147] lr: 1.496e-01, eta: 9 days, 15:12:39, time: 1.669, data_time: 0.024, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5576, loss_cls: 3.1847, loss: 3.1847, grad_norm: 1.7875 2021-01-19 16:30:00,844 - mmaction - INFO - Epoch [26][340/2147] lr: 1.496e-01, eta: 9 days, 15:11:28, time: 1.475, data_time: 0.009, memory: 16628, top1_acc: 0.2942, top5_acc: 0.5482, loss_cls: 3.2444, loss: 3.2444, grad_norm: 1.7879 2021-01-19 16:30:31,406 - mmaction - INFO - Epoch [26][360/2147] lr: 1.497e-01, eta: 9 days, 15:10:26, time: 1.527, data_time: 0.004, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5763, loss_cls: 3.1131, loss: 3.1131, grad_norm: 1.7223 2021-01-19 16:31:04,835 - mmaction - INFO - Epoch [26][380/2147] lr: 1.497e-01, eta: 9 days, 15:09:50, time: 1.663, data_time: 0.005, memory: 16628, top1_acc: 0.3004, top5_acc: 0.5509, loss_cls: 3.2264, loss: 3.2264, grad_norm: 1.8184 2021-01-19 16:31:36,606 - mmaction - INFO - Epoch [26][400/2147] lr: 1.498e-01, eta: 9 days, 15:09:00, time: 1.589, data_time: 0.026, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5509, loss_cls: 3.2250, loss: 3.2250, grad_norm: 1.7570 2021-01-19 16:32:07,777 - mmaction - INFO - Epoch [26][420/2147] lr: 1.498e-01, eta: 9 days, 15:08:02, time: 1.550, data_time: 0.013, memory: 16628, top1_acc: 0.3062, top5_acc: 0.5580, loss_cls: 3.2186, loss: 3.2186, grad_norm: 1.7496 2021-01-19 16:32:37,958 - mmaction - INFO - Epoch [26][440/2147] lr: 1.499e-01, eta: 9 days, 15:07:01, time: 1.527, data_time: 0.022, memory: 16628, top1_acc: 0.2884, top5_acc: 0.5567, loss_cls: 3.2554, loss: 3.2554, grad_norm: 1.7861 2021-01-19 16:33:06,847 - mmaction - INFO - Epoch [26][460/2147] lr: 1.499e-01, eta: 9 days, 15:05:44, time: 1.442, data_time: 0.003, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5647, loss_cls: 3.1695, loss: 3.1695, grad_norm: 1.7395 2021-01-19 16:33:39,838 - mmaction - INFO - Epoch [26][480/2147] lr: 1.499e-01, eta: 9 days, 15:05:05, time: 1.650, data_time: 0.007, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5719, loss_cls: 3.1768, loss: 3.1768, grad_norm: 1.7504 2021-01-19 16:34:10,276 - mmaction - INFO - Epoch [26][500/2147] lr: 1.500e-01, eta: 9 days, 15:04:03, time: 1.524, data_time: 0.009, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5571, loss_cls: 3.1627, loss: 3.1627, grad_norm: 1.7908 2021-01-19 16:34:39,414 - mmaction - INFO - Epoch [26][520/2147] lr: 1.500e-01, eta: 9 days, 15:02:49, time: 1.455, data_time: 0.002, memory: 16628, top1_acc: 0.3063, top5_acc: 0.5647, loss_cls: 3.1600, loss: 3.1600, grad_norm: 1.7594 2021-01-19 16:35:11,853 - mmaction - INFO - Epoch [26][540/2147] lr: 1.501e-01, eta: 9 days, 15:02:05, time: 1.622, data_time: 0.004, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5728, loss_cls: 3.1532, loss: 3.1532, grad_norm: 1.8244 2021-01-19 16:35:45,611 - mmaction - INFO - Epoch [26][560/2147] lr: 1.501e-01, eta: 9 days, 15:01:31, time: 1.679, data_time: 0.005, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5580, loss_cls: 3.1707, loss: 3.1707, grad_norm: 1.7970 2021-01-19 16:36:16,145 - mmaction - INFO - Epoch [26][580/2147] lr: 1.502e-01, eta: 9 days, 15:00:31, time: 1.536, data_time: 0.020, memory: 16628, top1_acc: 0.2924, top5_acc: 0.5621, loss_cls: 3.2127, loss: 3.2127, grad_norm: 1.7632 2021-01-19 16:36:51,689 - mmaction - INFO - Epoch [26][600/2147] lr: 1.502e-01, eta: 9 days, 15:00:13, time: 1.763, data_time: 0.006, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5862, loss_cls: 3.0455, loss: 3.0455, grad_norm: 1.7388 2021-01-19 16:37:20,861 - mmaction - INFO - Epoch [26][620/2147] lr: 1.503e-01, eta: 9 days, 14:59:02, time: 1.474, data_time: 0.017, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5746, loss_cls: 3.1440, loss: 3.1440, grad_norm: 1.7458 2021-01-19 16:37:55,284 - mmaction - INFO - Epoch [26][640/2147] lr: 1.503e-01, eta: 9 days, 14:58:31, time: 1.689, data_time: 0.004, memory: 16628, top1_acc: 0.3063, top5_acc: 0.5741, loss_cls: 3.1871, loss: 3.1871, grad_norm: 1.7674 2021-01-19 16:38:27,292 - mmaction - INFO - Epoch [26][660/2147] lr: 1.504e-01, eta: 9 days, 14:57:48, time: 1.628, data_time: 0.035, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5661, loss_cls: 3.1833, loss: 3.1833, grad_norm: 1.7424 2021-01-19 16:38:58,030 - mmaction - INFO - Epoch [26][680/2147] lr: 1.504e-01, eta: 9 days, 14:56:49, time: 1.540, data_time: 0.007, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5754, loss_cls: 3.0968, loss: 3.0968, grad_norm: 1.7659 2021-01-19 16:39:27,018 - mmaction - INFO - Epoch [26][700/2147] lr: 1.505e-01, eta: 9 days, 14:55:33, time: 1.448, data_time: 0.003, memory: 16628, top1_acc: 0.2991, top5_acc: 0.5634, loss_cls: 3.2142, loss: 3.2142, grad_norm: 1.7805 2021-01-19 16:40:01,200 - mmaction - INFO - Epoch [26][720/2147] lr: 1.505e-01, eta: 9 days, 14:55:05, time: 1.709, data_time: 0.008, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5705, loss_cls: 3.1844, loss: 3.1844, grad_norm: 1.7801 2021-01-19 16:40:35,322 - mmaction - INFO - Epoch [26][740/2147] lr: 1.506e-01, eta: 9 days, 14:54:37, time: 1.705, data_time: 0.005, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5415, loss_cls: 3.2422, loss: 3.2422, grad_norm: 1.7839 2021-01-19 16:41:04,297 - mmaction - INFO - Epoch [26][760/2147] lr: 1.506e-01, eta: 9 days, 14:53:22, time: 1.452, data_time: 0.006, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5576, loss_cls: 3.2127, loss: 3.2127, grad_norm: 1.7634 2021-01-19 16:41:48,455 - mmaction - INFO - Epoch [26][780/2147] lr: 1.507e-01, eta: 9 days, 14:54:23, time: 2.200, data_time: 0.003, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5612, loss_cls: 3.1570, loss: 3.1570, grad_norm: 1.7528 2021-01-19 16:42:18,858 - mmaction - INFO - Epoch [26][800/2147] lr: 1.507e-01, eta: 9 days, 14:53:22, time: 1.528, data_time: 0.014, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5670, loss_cls: 3.1288, loss: 3.1288, grad_norm: 1.7642 2021-01-19 16:42:49,945 - mmaction - INFO - Epoch [26][820/2147] lr: 1.508e-01, eta: 9 days, 14:52:26, time: 1.552, data_time: 0.003, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5536, loss_cls: 3.2261, loss: 3.2261, grad_norm: 1.7735 2021-01-19 16:43:22,581 - mmaction - INFO - Epoch [26][840/2147] lr: 1.508e-01, eta: 9 days, 14:51:44, time: 1.633, data_time: 0.007, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5647, loss_cls: 3.2118, loss: 3.2118, grad_norm: 1.7486 2021-01-19 16:43:52,520 - mmaction - INFO - Epoch [26][860/2147] lr: 1.509e-01, eta: 9 days, 14:50:37, time: 1.495, data_time: 0.015, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5625, loss_cls: 3.1761, loss: 3.1761, grad_norm: 1.8062 2021-01-19 16:44:23,052 - mmaction - INFO - Epoch [26][880/2147] lr: 1.509e-01, eta: 9 days, 14:49:36, time: 1.530, data_time: 0.012, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5527, loss_cls: 3.1951, loss: 3.1951, grad_norm: 1.7769 2021-01-19 16:44:55,511 - mmaction - INFO - Epoch [26][900/2147] lr: 1.510e-01, eta: 9 days, 14:48:52, time: 1.619, data_time: 0.002, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5473, loss_cls: 3.2500, loss: 3.2500, grad_norm: 1.7290 2021-01-19 16:45:24,645 - mmaction - INFO - Epoch [26][920/2147] lr: 1.510e-01, eta: 9 days, 14:47:39, time: 1.461, data_time: 0.010, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5638, loss_cls: 3.1913, loss: 3.1913, grad_norm: 1.7534 2021-01-19 16:45:54,440 - mmaction - INFO - Epoch [26][940/2147] lr: 1.511e-01, eta: 9 days, 14:46:31, time: 1.487, data_time: 0.003, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5540, loss_cls: 3.2222, loss: 3.2222, grad_norm: 1.6941 2021-01-19 16:46:28,475 - mmaction - INFO - Epoch [26][960/2147] lr: 1.511e-01, eta: 9 days, 14:46:01, time: 1.699, data_time: 0.007, memory: 16628, top1_acc: 0.2920, top5_acc: 0.5705, loss_cls: 3.2298, loss: 3.2298, grad_norm: 1.8119 2021-01-19 16:47:04,213 - mmaction - INFO - Epoch [26][980/2147] lr: 1.512e-01, eta: 9 days, 14:45:48, time: 1.791, data_time: 0.008, memory: 16628, top1_acc: 0.2893, top5_acc: 0.5460, loss_cls: 3.2446, loss: 3.2446, grad_norm: 1.8043 2021-01-19 16:47:36,089 - mmaction - INFO - Epoch [26][1000/2147] lr: 1.512e-01, eta: 9 days, 14:44:58, time: 1.590, data_time: 0.003, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5482, loss_cls: 3.2305, loss: 3.2305, grad_norm: 1.7498 2021-01-19 16:48:07,038 - mmaction - INFO - Epoch [26][1020/2147] lr: 1.512e-01, eta: 9 days, 14:44:02, time: 1.552, data_time: 0.008, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5527, loss_cls: 3.2276, loss: 3.2276, grad_norm: 1.7376 2021-01-19 16:48:37,674 - mmaction - INFO - Epoch [26][1040/2147] lr: 1.513e-01, eta: 9 days, 14:43:01, time: 1.532, data_time: 0.005, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5598, loss_cls: 3.2123, loss: 3.2123, grad_norm: 1.7026 2021-01-19 16:49:06,470 - mmaction - INFO - Epoch [26][1060/2147] lr: 1.513e-01, eta: 9 days, 14:41:45, time: 1.439, data_time: 0.004, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5576, loss_cls: 3.1967, loss: 3.1967, grad_norm: 1.7764 2021-01-19 16:49:39,292 - mmaction - INFO - Epoch [26][1080/2147] lr: 1.514e-01, eta: 9 days, 14:41:03, time: 1.631, data_time: 0.004, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5763, loss_cls: 3.1077, loss: 3.1077, grad_norm: 1.7733 2021-01-19 16:50:10,129 - mmaction - INFO - Epoch [26][1100/2147] lr: 1.514e-01, eta: 9 days, 14:40:05, time: 1.546, data_time: 0.017, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5754, loss_cls: 3.1128, loss: 3.1128, grad_norm: 1.7622 2021-01-19 16:50:38,887 - mmaction - INFO - Epoch [26][1120/2147] lr: 1.515e-01, eta: 9 days, 14:38:50, time: 1.445, data_time: 0.010, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5674, loss_cls: 3.1488, loss: 3.1488, grad_norm: 1.7373 2021-01-19 16:51:10,547 - mmaction - INFO - Epoch [26][1140/2147] lr: 1.515e-01, eta: 9 days, 14:37:59, time: 1.583, data_time: 0.003, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5687, loss_cls: 3.1359, loss: 3.1359, grad_norm: 1.7311 2021-01-19 16:51:42,347 - mmaction - INFO - Epoch [26][1160/2147] lr: 1.516e-01, eta: 9 days, 14:37:09, time: 1.590, data_time: 0.002, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5612, loss_cls: 3.1597, loss: 3.1597, grad_norm: 1.7404 2021-01-19 16:52:15,076 - mmaction - INFO - Epoch [26][1180/2147] lr: 1.516e-01, eta: 9 days, 14:36:28, time: 1.633, data_time: 0.002, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5670, loss_cls: 3.2239, loss: 3.2239, grad_norm: 1.7826 2021-01-19 16:52:43,657 - mmaction - INFO - Epoch [26][1200/2147] lr: 1.517e-01, eta: 9 days, 14:35:10, time: 1.432, data_time: 0.008, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5545, loss_cls: 3.2070, loss: 3.2070, grad_norm: 1.7279 2021-01-19 16:53:14,321 - mmaction - INFO - Epoch [26][1220/2147] lr: 1.517e-01, eta: 9 days, 14:34:10, time: 1.533, data_time: 0.002, memory: 16628, top1_acc: 0.3062, top5_acc: 0.5558, loss_cls: 3.2073, loss: 3.2073, grad_norm: 1.7711 2021-01-19 16:53:44,499 - mmaction - INFO - Epoch [26][1240/2147] lr: 1.518e-01, eta: 9 days, 14:33:06, time: 1.506, data_time: 0.003, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5692, loss_cls: 3.2153, loss: 3.2153, grad_norm: 1.7469 2021-01-19 16:54:16,703 - mmaction - INFO - Epoch [26][1260/2147] lr: 1.518e-01, eta: 9 days, 14:32:19, time: 1.605, data_time: 0.004, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5598, loss_cls: 3.2011, loss: 3.2011, grad_norm: 1.6978 2021-01-19 16:54:51,417 - mmaction - INFO - Epoch [26][1280/2147] lr: 1.519e-01, eta: 9 days, 14:31:57, time: 1.738, data_time: 0.011, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5540, loss_cls: 3.1699, loss: 3.1699, grad_norm: 1.7253 2021-01-19 16:55:21,025 - mmaction - INFO - Epoch [26][1300/2147] lr: 1.519e-01, eta: 9 days, 14:30:48, time: 1.482, data_time: 0.010, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5768, loss_cls: 3.1327, loss: 3.1327, grad_norm: 1.7860 2021-01-19 16:55:50,575 - mmaction - INFO - Epoch [26][1320/2147] lr: 1.520e-01, eta: 9 days, 14:29:39, time: 1.480, data_time: 0.007, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5594, loss_cls: 3.1576, loss: 3.1576, grad_norm: 1.7450 2021-01-19 16:56:19,684 - mmaction - INFO - Epoch [26][1340/2147] lr: 1.520e-01, eta: 9 days, 14:28:25, time: 1.454, data_time: 0.004, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5621, loss_cls: 3.2034, loss: 3.2034, grad_norm: 1.7619 2021-01-19 16:56:57,340 - mmaction - INFO - Epoch [26][1360/2147] lr: 1.521e-01, eta: 9 days, 14:28:27, time: 1.877, data_time: 0.005, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5625, loss_cls: 3.1793, loss: 3.1793, grad_norm: 1.7631 2021-01-19 16:57:27,976 - mmaction - INFO - Epoch [26][1380/2147] lr: 1.521e-01, eta: 9 days, 14:27:29, time: 1.538, data_time: 0.012, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5621, loss_cls: 3.1666, loss: 3.1666, grad_norm: 1.7383 2021-01-19 16:57:57,364 - mmaction - INFO - Epoch [26][1400/2147] lr: 1.522e-01, eta: 9 days, 14:26:17, time: 1.466, data_time: 0.003, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5696, loss_cls: 3.1796, loss: 3.1796, grad_norm: 1.7570 2021-01-19 16:58:26,258 - mmaction - INFO - Epoch [26][1420/2147] lr: 1.522e-01, eta: 9 days, 14:25:03, time: 1.450, data_time: 0.006, memory: 16628, top1_acc: 0.3013, top5_acc: 0.5554, loss_cls: 3.1995, loss: 3.1995, grad_norm: 1.7638 2021-01-19 16:58:55,752 - mmaction - INFO - Epoch [26][1440/2147] lr: 1.523e-01, eta: 9 days, 14:23:53, time: 1.473, data_time: 0.002, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5768, loss_cls: 3.1591, loss: 3.1591, grad_norm: 1.7471 2021-01-19 16:59:25,396 - mmaction - INFO - Epoch [26][1460/2147] lr: 1.523e-01, eta: 9 days, 14:22:43, time: 1.475, data_time: 0.003, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5692, loss_cls: 3.1509, loss: 3.1509, grad_norm: 1.7683 2021-01-19 16:59:58,556 - mmaction - INFO - Epoch [26][1480/2147] lr: 1.524e-01, eta: 9 days, 14:22:07, time: 1.663, data_time: 0.011, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5746, loss_cls: 3.1202, loss: 3.1202, grad_norm: 1.7555 2021-01-19 17:00:28,248 - mmaction - INFO - Epoch [26][1500/2147] lr: 1.524e-01, eta: 9 days, 14:20:58, time: 1.482, data_time: 0.006, memory: 16628, top1_acc: 0.3004, top5_acc: 0.5545, loss_cls: 3.2800, loss: 3.2800, grad_norm: 1.7764 2021-01-19 17:00:57,561 - mmaction - INFO - Epoch [26][1520/2147] lr: 1.525e-01, eta: 9 days, 14:19:46, time: 1.464, data_time: 0.010, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5531, loss_cls: 3.2279, loss: 3.2279, grad_norm: 1.7435 2021-01-19 17:01:27,905 - mmaction - INFO - Epoch [26][1540/2147] lr: 1.525e-01, eta: 9 days, 14:18:45, time: 1.523, data_time: 0.012, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5674, loss_cls: 3.1412, loss: 3.1412, grad_norm: 1.7262 2021-01-19 17:01:59,243 - mmaction - INFO - Epoch [26][1560/2147] lr: 1.526e-01, eta: 9 days, 14:17:52, time: 1.569, data_time: 0.011, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5741, loss_cls: 3.1622, loss: 3.1622, grad_norm: 1.7531 2021-01-19 17:02:28,291 - mmaction - INFO - Epoch [26][1580/2147] lr: 1.526e-01, eta: 9 days, 14:16:39, time: 1.453, data_time: 0.002, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5545, loss_cls: 3.1781, loss: 3.1781, grad_norm: 1.7420 2021-01-19 17:02:59,245 - mmaction - INFO - Epoch [26][1600/2147] lr: 1.526e-01, eta: 9 days, 14:15:41, time: 1.541, data_time: 0.002, memory: 16628, top1_acc: 0.2906, top5_acc: 0.5429, loss_cls: 3.2495, loss: 3.2495, grad_norm: 1.7326 2021-01-19 17:03:31,973 - mmaction - INFO - Epoch [26][1620/2147] lr: 1.527e-01, eta: 9 days, 14:15:01, time: 1.642, data_time: 0.010, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5652, loss_cls: 3.1980, loss: 3.1980, grad_norm: 1.7538 2021-01-19 17:04:00,693 - mmaction - INFO - Epoch [26][1640/2147] lr: 1.527e-01, eta: 9 days, 14:13:45, time: 1.437, data_time: 0.002, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5670, loss_cls: 3.1800, loss: 3.1800, grad_norm: 1.7906 2021-01-19 17:04:32,565 - mmaction - INFO - Epoch [26][1660/2147] lr: 1.528e-01, eta: 9 days, 14:12:55, time: 1.587, data_time: 0.003, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5754, loss_cls: 3.1598, loss: 3.1598, grad_norm: 1.7577 2021-01-19 17:05:04,838 - mmaction - INFO - Epoch [26][1680/2147] lr: 1.528e-01, eta: 9 days, 14:12:11, time: 1.618, data_time: 0.012, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5616, loss_cls: 3.1799, loss: 3.1799, grad_norm: 1.7801 2021-01-19 17:05:35,779 - mmaction - INFO - Epoch [26][1700/2147] lr: 1.529e-01, eta: 9 days, 14:11:14, time: 1.545, data_time: 0.005, memory: 16628, top1_acc: 0.2911, top5_acc: 0.5536, loss_cls: 3.2520, loss: 3.2520, grad_norm: 1.7763 2021-01-19 17:06:08,068 - mmaction - INFO - Epoch [26][1720/2147] lr: 1.529e-01, eta: 9 days, 14:10:30, time: 1.615, data_time: 0.006, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5656, loss_cls: 3.1782, loss: 3.1782, grad_norm: 1.7715 2021-01-19 17:06:42,191 - mmaction - INFO - Epoch [26][1740/2147] lr: 1.530e-01, eta: 9 days, 14:09:52, time: 1.652, data_time: 0.010, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5647, loss_cls: 3.2288, loss: 3.2288, grad_norm: 1.7445 2021-01-19 17:07:12,918 - mmaction - INFO - Epoch [26][1760/2147] lr: 1.530e-01, eta: 9 days, 14:09:03, time: 1.593, data_time: 0.062, memory: 16628, top1_acc: 0.2920, top5_acc: 0.5509, loss_cls: 3.2503, loss: 3.2503, grad_norm: 1.7178 2021-01-19 17:07:41,532 - mmaction - INFO - Epoch [26][1780/2147] lr: 1.531e-01, eta: 9 days, 14:07:46, time: 1.432, data_time: 0.004, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5491, loss_cls: 3.1690, loss: 3.1690, grad_norm: 1.7398 2021-01-19 17:08:12,758 - mmaction - INFO - Epoch [26][1800/2147] lr: 1.531e-01, eta: 9 days, 14:06:52, time: 1.561, data_time: 0.003, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5857, loss_cls: 3.0993, loss: 3.0993, grad_norm: 1.7970 2021-01-19 17:08:42,071 - mmaction - INFO - Epoch [26][1820/2147] lr: 1.532e-01, eta: 9 days, 14:05:40, time: 1.463, data_time: 0.002, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5576, loss_cls: 3.1917, loss: 3.1917, grad_norm: 1.7588 2021-01-19 17:09:13,210 - mmaction - INFO - Epoch [26][1840/2147] lr: 1.532e-01, eta: 9 days, 14:04:46, time: 1.556, data_time: 0.009, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5616, loss_cls: 3.2020, loss: 3.2020, grad_norm: 1.7595 2021-01-19 17:09:43,213 - mmaction - INFO - Epoch [26][1860/2147] lr: 1.533e-01, eta: 9 days, 14:03:41, time: 1.501, data_time: 0.009, memory: 16628, top1_acc: 0.2924, top5_acc: 0.5496, loss_cls: 3.2627, loss: 3.2627, grad_norm: 1.7732 2021-01-19 17:10:15,360 - mmaction - INFO - Epoch [26][1880/2147] lr: 1.533e-01, eta: 9 days, 14:02:55, time: 1.608, data_time: 0.006, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5415, loss_cls: 3.2446, loss: 3.2446, grad_norm: 1.7378 2021-01-19 17:10:50,439 - mmaction - INFO - Epoch [26][1900/2147] lr: 1.534e-01, eta: 9 days, 14:02:36, time: 1.756, data_time: 0.004, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5737, loss_cls: 3.1748, loss: 3.1748, grad_norm: 1.7516 2021-01-19 17:11:23,503 - mmaction - INFO - Epoch [26][1920/2147] lr: 1.534e-01, eta: 9 days, 14:01:58, time: 1.653, data_time: 0.004, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5558, loss_cls: 3.2170, loss: 3.2170, grad_norm: 1.7771 2021-01-19 17:11:54,069 - mmaction - INFO - Epoch [26][1940/2147] lr: 1.535e-01, eta: 9 days, 14:00:58, time: 1.526, data_time: 0.004, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5455, loss_cls: 3.2613, loss: 3.2613, grad_norm: 1.7590 2021-01-19 17:12:25,254 - mmaction - INFO - Epoch [26][1960/2147] lr: 1.535e-01, eta: 9 days, 14:00:04, time: 1.561, data_time: 0.013, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5549, loss_cls: 3.2369, loss: 3.2369, grad_norm: 1.7704 2021-01-19 17:12:55,046 - mmaction - INFO - Epoch [26][1980/2147] lr: 1.536e-01, eta: 9 days, 13:58:58, time: 1.491, data_time: 0.003, memory: 16628, top1_acc: 0.3000, top5_acc: 0.5545, loss_cls: 3.2325, loss: 3.2325, grad_norm: 1.7207 2021-01-19 17:13:26,722 - mmaction - INFO - Epoch [26][2000/2147] lr: 1.536e-01, eta: 9 days, 13:58:07, time: 1.583, data_time: 0.006, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5487, loss_cls: 3.2062, loss: 3.2062, grad_norm: 1.7129 2021-01-19 17:13:59,155 - mmaction - INFO - Epoch [26][2020/2147] lr: 1.537e-01, eta: 9 days, 13:57:24, time: 1.622, data_time: 0.005, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5580, loss_cls: 3.1858, loss: 3.1858, grad_norm: 1.6877 2021-01-19 17:14:29,864 - mmaction - INFO - Epoch [26][2040/2147] lr: 1.537e-01, eta: 9 days, 13:56:26, time: 1.534, data_time: 0.005, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5500, loss_cls: 3.2087, loss: 3.2087, grad_norm: 1.7512 2021-01-19 17:14:58,912 - mmaction - INFO - Epoch [26][2060/2147] lr: 1.538e-01, eta: 9 days, 13:55:13, time: 1.455, data_time: 0.007, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5656, loss_cls: 3.1663, loss: 3.1663, grad_norm: 1.7458 2021-01-19 17:15:31,286 - mmaction - INFO - Epoch [26][2080/2147] lr: 1.538e-01, eta: 9 days, 13:54:29, time: 1.614, data_time: 0.003, memory: 16628, top1_acc: 0.2951, top5_acc: 0.5487, loss_cls: 3.2539, loss: 3.2539, grad_norm: 1.7501 2021-01-19 17:16:00,834 - mmaction - INFO - Epoch [26][2100/2147] lr: 1.539e-01, eta: 9 days, 13:53:19, time: 1.470, data_time: 0.010, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5786, loss_cls: 3.1450, loss: 3.1450, grad_norm: 1.7567 2021-01-19 17:16:33,355 - mmaction - INFO - Epoch [26][2120/2147] lr: 1.539e-01, eta: 9 days, 13:52:25, time: 1.564, data_time: 0.013, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5723, loss_cls: 3.1630, loss: 3.1630, grad_norm: 1.8289 2021-01-19 17:17:07,387 - mmaction - INFO - Epoch [26][2140/2147] lr: 1.539e-01, eta: 9 days, 13:52:06, time: 1.757, data_time: 0.083, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5643, loss_cls: 3.2042, loss: 3.2042, grad_norm: 1.7495 2021-01-19 17:22:29,377 - mmaction - INFO - Epoch [27][20/2147] lr: 1.537e-01, eta: 9 days, 14:28:14, time: 14.774, data_time: 13.048, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5670, loss_cls: 3.2049, loss: 3.2049, grad_norm: 1.7339 2021-01-19 17:22:58,544 - mmaction - INFO - Epoch [27][40/2147] lr: 1.538e-01, eta: 9 days, 14:27:03, time: 1.469, data_time: 0.015, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5705, loss_cls: 3.1550, loss: 3.1550, grad_norm: 1.7278 2021-01-19 17:23:27,430 - mmaction - INFO - Epoch [27][60/2147] lr: 1.538e-01, eta: 9 days, 14:25:46, time: 1.438, data_time: 0.002, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5754, loss_cls: 3.1443, loss: 3.1443, grad_norm: 1.7687 2021-01-19 17:23:56,445 - mmaction - INFO - Epoch [27][80/2147] lr: 1.539e-01, eta: 9 days, 14:24:33, time: 1.456, data_time: 0.009, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5683, loss_cls: 3.1594, loss: 3.1594, grad_norm: 1.7078 2021-01-19 17:24:27,119 - mmaction - INFO - Epoch [27][100/2147] lr: 1.539e-01, eta: 9 days, 14:23:34, time: 1.535, data_time: 0.006, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5871, loss_cls: 3.0812, loss: 3.0812, grad_norm: 1.7180 2021-01-19 17:24:57,957 - mmaction - INFO - Epoch [27][120/2147] lr: 1.540e-01, eta: 9 days, 14:22:36, time: 1.539, data_time: 0.002, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5741, loss_cls: 3.1747, loss: 3.1747, grad_norm: 1.7666 2021-01-19 17:25:27,354 - mmaction - INFO - Epoch [27][140/2147] lr: 1.540e-01, eta: 9 days, 14:21:25, time: 1.470, data_time: 0.008, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5634, loss_cls: 3.1253, loss: 3.1253, grad_norm: 1.7746 2021-01-19 17:25:56,958 - mmaction - INFO - Epoch [27][160/2147] lr: 1.541e-01, eta: 9 days, 14:20:16, time: 1.478, data_time: 0.005, memory: 16628, top1_acc: 0.2991, top5_acc: 0.5625, loss_cls: 3.2374, loss: 3.2374, grad_norm: 1.7695 2021-01-19 17:26:26,807 - mmaction - INFO - Epoch [27][180/2147] lr: 1.541e-01, eta: 9 days, 14:19:10, time: 1.495, data_time: 0.014, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5661, loss_cls: 3.1848, loss: 3.1848, grad_norm: 1.7110 2021-01-19 17:26:58,100 - mmaction - INFO - Epoch [27][200/2147] lr: 1.541e-01, eta: 9 days, 14:18:14, time: 1.556, data_time: 0.006, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5679, loss_cls: 3.1583, loss: 3.1583, grad_norm: 1.8043 2021-01-19 17:27:29,245 - mmaction - INFO - Epoch [27][220/2147] lr: 1.542e-01, eta: 9 days, 14:17:20, time: 1.564, data_time: 0.013, memory: 16628, top1_acc: 0.3013, top5_acc: 0.5540, loss_cls: 3.1982, loss: 3.1982, grad_norm: 1.7815 2021-01-19 17:27:58,467 - mmaction - INFO - Epoch [27][240/2147] lr: 1.542e-01, eta: 9 days, 14:16:09, time: 1.463, data_time: 0.008, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5683, loss_cls: 3.1402, loss: 3.1402, grad_norm: 1.6792 2021-01-19 17:28:30,315 - mmaction - INFO - Epoch [27][260/2147] lr: 1.543e-01, eta: 9 days, 14:15:19, time: 1.591, data_time: 0.004, memory: 16628, top1_acc: 0.3393, top5_acc: 0.5808, loss_cls: 3.0873, loss: 3.0873, grad_norm: 1.7862 2021-01-19 17:28:59,301 - mmaction - INFO - Epoch [27][280/2147] lr: 1.543e-01, eta: 9 days, 14:14:05, time: 1.449, data_time: 0.006, memory: 16628, top1_acc: 0.3250, top5_acc: 0.5687, loss_cls: 3.1392, loss: 3.1392, grad_norm: 1.7432 2021-01-19 17:29:29,159 - mmaction - INFO - Epoch [27][300/2147] lr: 1.544e-01, eta: 9 days, 14:12:58, time: 1.488, data_time: 0.009, memory: 16628, top1_acc: 0.3317, top5_acc: 0.5746, loss_cls: 3.0833, loss: 3.0833, grad_norm: 1.7748 2021-01-19 17:29:59,742 - mmaction - INFO - Epoch [27][320/2147] lr: 1.544e-01, eta: 9 days, 14:11:59, time: 1.535, data_time: 0.010, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5643, loss_cls: 3.1990, loss: 3.1990, grad_norm: 1.7521 2021-01-19 17:30:30,943 - mmaction - INFO - Epoch [27][340/2147] lr: 1.545e-01, eta: 9 days, 14:11:04, time: 1.559, data_time: 0.006, memory: 16628, top1_acc: 0.3250, top5_acc: 0.5705, loss_cls: 3.1121, loss: 3.1121, grad_norm: 1.7599 2021-01-19 17:31:01,028 - mmaction - INFO - Epoch [27][360/2147] lr: 1.545e-01, eta: 9 days, 14:10:01, time: 1.507, data_time: 0.005, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5647, loss_cls: 3.2143, loss: 3.2143, grad_norm: 1.7477 2021-01-19 17:31:31,083 - mmaction - INFO - Epoch [27][380/2147] lr: 1.546e-01, eta: 9 days, 14:08:56, time: 1.501, data_time: 0.002, memory: 16628, top1_acc: 0.3250, top5_acc: 0.5603, loss_cls: 3.1539, loss: 3.1539, grad_norm: 1.7791 2021-01-19 17:32:02,436 - mmaction - INFO - Epoch [27][400/2147] lr: 1.546e-01, eta: 9 days, 14:08:02, time: 1.566, data_time: 0.005, memory: 16628, top1_acc: 0.2924, top5_acc: 0.5478, loss_cls: 3.2276, loss: 3.2276, grad_norm: 1.7443 2021-01-19 17:32:31,582 - mmaction - INFO - Epoch [27][420/2147] lr: 1.547e-01, eta: 9 days, 14:06:50, time: 1.460, data_time: 0.010, memory: 16628, top1_acc: 0.2853, top5_acc: 0.5357, loss_cls: 3.2932, loss: 3.2932, grad_norm: 1.7451 2021-01-19 17:33:01,808 - mmaction - INFO - Epoch [27][440/2147] lr: 1.547e-01, eta: 9 days, 14:05:47, time: 1.507, data_time: 0.005, memory: 16628, top1_acc: 0.2960, top5_acc: 0.5348, loss_cls: 3.2678, loss: 3.2678, grad_norm: 1.7444 2021-01-19 17:33:32,114 - mmaction - INFO - Epoch [27][460/2147] lr: 1.548e-01, eta: 9 days, 14:04:44, time: 1.513, data_time: 0.010, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5518, loss_cls: 3.1732, loss: 3.1732, grad_norm: 1.7219 2021-01-19 17:34:04,932 - mmaction - INFO - Epoch [27][480/2147] lr: 1.548e-01, eta: 9 days, 14:04:05, time: 1.646, data_time: 0.007, memory: 16628, top1_acc: 0.3295, top5_acc: 0.5942, loss_cls: 3.0421, loss: 3.0421, grad_norm: 1.7370 2021-01-19 17:34:34,384 - mmaction - INFO - Epoch [27][500/2147] lr: 1.549e-01, eta: 9 days, 14:02:55, time: 1.470, data_time: 0.005, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5759, loss_cls: 3.1166, loss: 3.1166, grad_norm: 1.7655 2021-01-19 17:35:07,353 - mmaction - INFO - Epoch [27][520/2147] lr: 1.549e-01, eta: 9 days, 14:02:15, time: 1.647, data_time: 0.007, memory: 16628, top1_acc: 0.2982, top5_acc: 0.5509, loss_cls: 3.2419, loss: 3.2419, grad_norm: 1.7072 2021-01-19 17:35:38,896 - mmaction - INFO - Epoch [27][540/2147] lr: 1.550e-01, eta: 9 days, 14:01:24, time: 1.578, data_time: 0.008, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5799, loss_cls: 3.1163, loss: 3.1163, grad_norm: 1.7371 2021-01-19 17:36:09,830 - mmaction - INFO - Epoch [27][560/2147] lr: 1.550e-01, eta: 9 days, 14:00:27, time: 1.547, data_time: 0.009, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5714, loss_cls: 3.1685, loss: 3.1685, grad_norm: 1.8043 2021-01-19 17:36:50,418 - mmaction - INFO - Epoch [27][580/2147] lr: 1.551e-01, eta: 9 days, 14:00:55, time: 2.030, data_time: 0.009, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5714, loss_cls: 3.1469, loss: 3.1469, grad_norm: 1.7871 2021-01-19 17:37:19,546 - mmaction - INFO - Epoch [27][600/2147] lr: 1.551e-01, eta: 9 days, 13:59:43, time: 1.459, data_time: 0.015, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5701, loss_cls: 3.2155, loss: 3.2155, grad_norm: 1.7780 2021-01-19 17:37:51,765 - mmaction - INFO - Epoch [27][620/2147] lr: 1.552e-01, eta: 9 days, 13:58:58, time: 1.611, data_time: 0.004, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5741, loss_cls: 3.1358, loss: 3.1358, grad_norm: 1.7702 2021-01-19 17:38:23,203 - mmaction - INFO - Epoch [27][640/2147] lr: 1.552e-01, eta: 9 days, 13:58:05, time: 1.571, data_time: 0.005, memory: 16628, top1_acc: 0.3000, top5_acc: 0.5562, loss_cls: 3.1814, loss: 3.1814, grad_norm: 1.7701 2021-01-19 17:38:53,389 - mmaction - INFO - Epoch [27][660/2147] lr: 1.553e-01, eta: 9 days, 13:57:03, time: 1.512, data_time: 0.007, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5603, loss_cls: 3.1872, loss: 3.1872, grad_norm: 1.7494 2021-01-19 17:39:23,048 - mmaction - INFO - Epoch [27][680/2147] lr: 1.553e-01, eta: 9 days, 13:55:54, time: 1.481, data_time: 0.002, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5687, loss_cls: 3.1450, loss: 3.1450, grad_norm: 1.7012 2021-01-19 17:39:54,989 - mmaction - INFO - Epoch [27][700/2147] lr: 1.553e-01, eta: 9 days, 13:55:07, time: 1.599, data_time: 0.006, memory: 16628, top1_acc: 0.3000, top5_acc: 0.5460, loss_cls: 3.2346, loss: 3.2346, grad_norm: 1.7627 2021-01-19 17:40:27,092 - mmaction - INFO - Epoch [27][720/2147] lr: 1.554e-01, eta: 9 days, 13:54:21, time: 1.606, data_time: 0.002, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5549, loss_cls: 3.2292, loss: 3.2292, grad_norm: 1.7841 2021-01-19 17:40:57,170 - mmaction - INFO - Epoch [27][740/2147] lr: 1.554e-01, eta: 9 days, 13:53:16, time: 1.502, data_time: 0.006, memory: 16628, top1_acc: 0.2978, top5_acc: 0.5464, loss_cls: 3.2458, loss: 3.2458, grad_norm: 1.7702 2021-01-19 17:41:30,092 - mmaction - INFO - Epoch [27][760/2147] lr: 1.555e-01, eta: 9 days, 13:52:37, time: 1.646, data_time: 0.010, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5629, loss_cls: 3.1659, loss: 3.1659, grad_norm: 1.7723 2021-01-19 17:42:02,858 - mmaction - INFO - Epoch [27][780/2147] lr: 1.555e-01, eta: 9 days, 13:51:57, time: 1.638, data_time: 0.009, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5429, loss_cls: 3.1853, loss: 3.1853, grad_norm: 1.7559 2021-01-19 17:42:33,674 - mmaction - INFO - Epoch [27][800/2147] lr: 1.556e-01, eta: 9 days, 13:50:59, time: 1.541, data_time: 0.004, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5509, loss_cls: 3.1736, loss: 3.1736, grad_norm: 1.7550 2021-01-19 17:43:06,361 - mmaction - INFO - Epoch [27][820/2147] lr: 1.556e-01, eta: 9 days, 13:50:18, time: 1.634, data_time: 0.005, memory: 16628, top1_acc: 0.2982, top5_acc: 0.5433, loss_cls: 3.2370, loss: 3.2370, grad_norm: 1.7212 2021-01-19 17:43:35,854 - mmaction - INFO - Epoch [27][840/2147] lr: 1.557e-01, eta: 9 days, 13:49:09, time: 1.477, data_time: 0.005, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5665, loss_cls: 3.1302, loss: 3.1302, grad_norm: 1.7143 2021-01-19 17:44:04,844 - mmaction - INFO - Epoch [27][860/2147] lr: 1.557e-01, eta: 9 days, 13:47:56, time: 1.450, data_time: 0.004, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5696, loss_cls: 3.1611, loss: 3.1611, grad_norm: 1.7982 2021-01-19 17:44:34,107 - mmaction - INFO - Epoch [27][880/2147] lr: 1.558e-01, eta: 9 days, 13:46:45, time: 1.461, data_time: 0.003, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5710, loss_cls: 3.1653, loss: 3.1653, grad_norm: 1.7716 2021-01-19 17:45:04,936 - mmaction - INFO - Epoch [27][900/2147] lr: 1.558e-01, eta: 9 days, 13:45:47, time: 1.543, data_time: 0.005, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5670, loss_cls: 3.1911, loss: 3.1911, grad_norm: 1.7766 2021-01-19 17:45:33,798 - mmaction - INFO - Epoch [27][920/2147] lr: 1.559e-01, eta: 9 days, 13:44:33, time: 1.442, data_time: 0.003, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5643, loss_cls: 3.2302, loss: 3.2302, grad_norm: 1.7240 2021-01-19 17:46:03,755 - mmaction - INFO - Epoch [27][940/2147] lr: 1.559e-01, eta: 9 days, 13:43:28, time: 1.497, data_time: 0.003, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5563, loss_cls: 3.1973, loss: 3.1973, grad_norm: 1.7510 2021-01-19 17:46:34,682 - mmaction - INFO - Epoch [27][960/2147] lr: 1.560e-01, eta: 9 days, 13:42:31, time: 1.543, data_time: 0.005, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5696, loss_cls: 3.1505, loss: 3.1505, grad_norm: 1.7689 2021-01-19 17:47:05,762 - mmaction - INFO - Epoch [27][980/2147] lr: 1.560e-01, eta: 9 days, 13:41:37, time: 1.558, data_time: 0.008, memory: 16628, top1_acc: 0.2969, top5_acc: 0.5388, loss_cls: 3.3162, loss: 3.3162, grad_norm: 1.7335 2021-01-19 17:47:34,957 - mmaction - INFO - Epoch [27][1000/2147] lr: 1.561e-01, eta: 9 days, 13:40:25, time: 1.457, data_time: 0.007, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5527, loss_cls: 3.2010, loss: 3.2010, grad_norm: 1.6958 2021-01-19 17:48:03,648 - mmaction - INFO - Epoch [27][1020/2147] lr: 1.561e-01, eta: 9 days, 13:39:09, time: 1.433, data_time: 0.006, memory: 16628, top1_acc: 0.2955, top5_acc: 0.5531, loss_cls: 3.2270, loss: 3.2270, grad_norm: 1.7410 2021-01-19 17:48:32,880 - mmaction - INFO - Epoch [27][1040/2147] lr: 1.562e-01, eta: 9 days, 13:37:58, time: 1.465, data_time: 0.010, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5817, loss_cls: 3.1222, loss: 3.1222, grad_norm: 1.7208 2021-01-19 17:49:02,356 - mmaction - INFO - Epoch [27][1060/2147] lr: 1.562e-01, eta: 9 days, 13:36:50, time: 1.475, data_time: 0.009, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5554, loss_cls: 3.1994, loss: 3.1994, grad_norm: 1.7202 2021-01-19 17:49:31,233 - mmaction - INFO - Epoch [27][1080/2147] lr: 1.563e-01, eta: 9 days, 13:35:35, time: 1.441, data_time: 0.004, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5589, loss_cls: 3.2058, loss: 3.2058, grad_norm: 1.7603 2021-01-19 17:50:02,506 - mmaction - INFO - Epoch [27][1100/2147] lr: 1.563e-01, eta: 9 days, 13:34:42, time: 1.562, data_time: 0.009, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5460, loss_cls: 3.2267, loss: 3.2267, grad_norm: 1.7625 2021-01-19 17:50:34,144 - mmaction - INFO - Epoch [27][1120/2147] lr: 1.564e-01, eta: 9 days, 13:33:51, time: 1.577, data_time: 0.008, memory: 16628, top1_acc: 0.2946, top5_acc: 0.5549, loss_cls: 3.2229, loss: 3.2229, grad_norm: 1.7685 2021-01-19 17:51:05,344 - mmaction - INFO - Epoch [27][1140/2147] lr: 1.564e-01, eta: 9 days, 13:32:57, time: 1.563, data_time: 0.016, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5799, loss_cls: 3.1230, loss: 3.1230, grad_norm: 1.7519 2021-01-19 17:51:36,583 - mmaction - INFO - Epoch [27][1160/2147] lr: 1.565e-01, eta: 9 days, 13:32:04, time: 1.562, data_time: 0.013, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5594, loss_cls: 3.2137, loss: 3.2137, grad_norm: 1.7543 2021-01-19 17:52:08,349 - mmaction - INFO - Epoch [27][1180/2147] lr: 1.565e-01, eta: 9 days, 13:31:15, time: 1.591, data_time: 0.012, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5705, loss_cls: 3.1655, loss: 3.1655, grad_norm: 1.7264 2021-01-19 17:52:37,876 - mmaction - INFO - Epoch [27][1200/2147] lr: 1.566e-01, eta: 9 days, 13:30:07, time: 1.477, data_time: 0.007, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5723, loss_cls: 3.1698, loss: 3.1698, grad_norm: 1.8128 2021-01-19 17:53:09,756 - mmaction - INFO - Epoch [27][1220/2147] lr: 1.566e-01, eta: 9 days, 13:29:20, time: 1.595, data_time: 0.008, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5710, loss_cls: 3.1945, loss: 3.1945, grad_norm: 1.7687 2021-01-19 17:53:39,189 - mmaction - INFO - Epoch [27][1240/2147] lr: 1.566e-01, eta: 9 days, 13:28:10, time: 1.471, data_time: 0.009, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5540, loss_cls: 3.2124, loss: 3.2124, grad_norm: 1.7424 2021-01-19 17:54:08,691 - mmaction - INFO - Epoch [27][1260/2147] lr: 1.567e-01, eta: 9 days, 13:27:01, time: 1.470, data_time: 0.005, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5647, loss_cls: 3.1126, loss: 3.1126, grad_norm: 1.7717 2021-01-19 17:54:40,386 - mmaction - INFO - Epoch [27][1280/2147] lr: 1.567e-01, eta: 9 days, 13:26:13, time: 1.592, data_time: 0.012, memory: 16628, top1_acc: 0.2946, top5_acc: 0.5491, loss_cls: 3.2270, loss: 3.2270, grad_norm: 1.7726 2021-01-19 17:55:10,623 - mmaction - INFO - Epoch [27][1300/2147] lr: 1.568e-01, eta: 9 days, 13:25:10, time: 1.507, data_time: 0.005, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5728, loss_cls: 3.1635, loss: 3.1635, grad_norm: 1.7493 2021-01-19 17:55:39,652 - mmaction - INFO - Epoch [27][1320/2147] lr: 1.568e-01, eta: 9 days, 13:23:59, time: 1.457, data_time: 0.008, memory: 16628, top1_acc: 0.2951, top5_acc: 0.5536, loss_cls: 3.2246, loss: 3.2246, grad_norm: 1.7249 2021-01-19 17:56:10,898 - mmaction - INFO - Epoch [27][1340/2147] lr: 1.569e-01, eta: 9 days, 13:23:04, time: 1.557, data_time: 0.003, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5777, loss_cls: 3.0932, loss: 3.0932, grad_norm: 1.6990 2021-01-19 17:56:49,592 - mmaction - INFO - Epoch [27][1360/2147] lr: 1.569e-01, eta: 9 days, 13:23:15, time: 1.932, data_time: 0.017, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5536, loss_cls: 3.2070, loss: 3.2070, grad_norm: 1.7672 2021-01-19 17:57:18,278 - mmaction - INFO - Epoch [27][1380/2147] lr: 1.570e-01, eta: 9 days, 13:22:01, time: 1.443, data_time: 0.012, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5674, loss_cls: 3.1517, loss: 3.1517, grad_norm: 1.7607 2021-01-19 17:57:47,495 - mmaction - INFO - Epoch [27][1400/2147] lr: 1.570e-01, eta: 9 days, 13:20:50, time: 1.460, data_time: 0.002, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5585, loss_cls: 3.1840, loss: 3.1840, grad_norm: 1.7640 2021-01-19 17:58:19,087 - mmaction - INFO - Epoch [27][1420/2147] lr: 1.571e-01, eta: 9 days, 13:20:00, time: 1.580, data_time: 0.002, memory: 16628, top1_acc: 0.2960, top5_acc: 0.5348, loss_cls: 3.2743, loss: 3.2743, grad_norm: 1.7769 2021-01-19 17:58:49,746 - mmaction - INFO - Epoch [27][1440/2147] lr: 1.571e-01, eta: 9 days, 13:19:01, time: 1.532, data_time: 0.002, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5518, loss_cls: 3.1731, loss: 3.1731, grad_norm: 1.7434 2021-01-19 17:59:19,944 - mmaction - INFO - Epoch [27][1460/2147] lr: 1.572e-01, eta: 9 days, 13:17:59, time: 1.510, data_time: 0.010, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5665, loss_cls: 3.1839, loss: 3.1839, grad_norm: 1.7611 2021-01-19 17:59:49,425 - mmaction - INFO - Epoch [27][1480/2147] lr: 1.572e-01, eta: 9 days, 13:16:51, time: 1.474, data_time: 0.004, memory: 16628, top1_acc: 0.2835, top5_acc: 0.5411, loss_cls: 3.2762, loss: 3.2762, grad_norm: 1.7266 2021-01-19 18:00:19,367 - mmaction - INFO - Epoch [27][1500/2147] lr: 1.573e-01, eta: 9 days, 13:15:46, time: 1.494, data_time: 0.004, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5647, loss_cls: 3.1774, loss: 3.1774, grad_norm: 1.7056 2021-01-19 18:00:49,584 - mmaction - INFO - Epoch [27][1520/2147] lr: 1.573e-01, eta: 9 days, 13:14:43, time: 1.505, data_time: 0.011, memory: 16628, top1_acc: 0.3018, top5_acc: 0.5451, loss_cls: 3.2462, loss: 3.2462, grad_norm: 1.7626 2021-01-19 18:01:19,666 - mmaction - INFO - Epoch [27][1540/2147] lr: 1.574e-01, eta: 9 days, 13:13:40, time: 1.504, data_time: 0.022, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5705, loss_cls: 3.1669, loss: 3.1669, grad_norm: 1.7042 2021-01-19 18:01:51,008 - mmaction - INFO - Epoch [27][1560/2147] lr: 1.574e-01, eta: 9 days, 13:12:49, time: 1.575, data_time: 0.013, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5549, loss_cls: 3.2209, loss: 3.2209, grad_norm: 1.6583 2021-01-19 18:02:20,603 - mmaction - INFO - Epoch [27][1580/2147] lr: 1.575e-01, eta: 9 days, 13:11:41, time: 1.475, data_time: 0.005, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5656, loss_cls: 3.1717, loss: 3.1717, grad_norm: 1.7336 2021-01-19 18:02:50,597 - mmaction - INFO - Epoch [27][1600/2147] lr: 1.575e-01, eta: 9 days, 13:10:38, time: 1.505, data_time: 0.010, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5558, loss_cls: 3.2143, loss: 3.2143, grad_norm: 1.7521 2021-01-19 18:03:22,219 - mmaction - INFO - Epoch [27][1620/2147] lr: 1.576e-01, eta: 9 days, 13:09:46, time: 1.570, data_time: 0.013, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5679, loss_cls: 3.1509, loss: 3.1509, grad_norm: 1.7244 2021-01-19 18:03:51,467 - mmaction - INFO - Epoch [27][1640/2147] lr: 1.576e-01, eta: 9 days, 13:08:37, time: 1.467, data_time: 0.015, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5719, loss_cls: 3.1237, loss: 3.1237, grad_norm: 1.7197 2021-01-19 18:04:22,271 - mmaction - INFO - Epoch [27][1660/2147] lr: 1.577e-01, eta: 9 days, 13:07:40, time: 1.540, data_time: 0.012, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5589, loss_cls: 3.1593, loss: 3.1593, grad_norm: 1.7517 2021-01-19 18:04:53,706 - mmaction - INFO - Epoch [27][1680/2147] lr: 1.577e-01, eta: 9 days, 13:06:50, time: 1.578, data_time: 0.013, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5554, loss_cls: 3.1695, loss: 3.1695, grad_norm: 1.7448 2021-01-19 18:05:26,376 - mmaction - INFO - Epoch [27][1700/2147] lr: 1.578e-01, eta: 9 days, 13:06:09, time: 1.632, data_time: 0.007, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5723, loss_cls: 3.2455, loss: 3.2455, grad_norm: 1.7915 2021-01-19 18:05:57,754 - mmaction - INFO - Epoch [27][1720/2147] lr: 1.578e-01, eta: 9 days, 13:05:17, time: 1.570, data_time: 0.005, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5638, loss_cls: 3.1732, loss: 3.1732, grad_norm: 1.6812 2021-01-19 18:06:30,988 - mmaction - INFO - Epoch [27][1740/2147] lr: 1.578e-01, eta: 9 days, 13:04:41, time: 1.659, data_time: 0.006, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5679, loss_cls: 3.1274, loss: 3.1274, grad_norm: 1.7115 2021-01-19 18:07:10,797 - mmaction - INFO - Epoch [27][1760/2147] lr: 1.579e-01, eta: 9 days, 13:05:01, time: 1.993, data_time: 0.012, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5531, loss_cls: 3.1880, loss: 3.1880, grad_norm: 1.7409 2021-01-19 18:07:40,032 - mmaction - INFO - Epoch [27][1780/2147] lr: 1.579e-01, eta: 9 days, 13:03:52, time: 1.463, data_time: 0.007, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5536, loss_cls: 3.2462, loss: 3.2462, grad_norm: 1.7654 2021-01-19 18:08:09,007 - mmaction - INFO - Epoch [27][1800/2147] lr: 1.580e-01, eta: 9 days, 13:02:39, time: 1.449, data_time: 0.012, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5625, loss_cls: 3.1640, loss: 3.1640, grad_norm: 1.7283 2021-01-19 18:08:40,158 - mmaction - INFO - Epoch [27][1820/2147] lr: 1.580e-01, eta: 9 days, 13:01:46, time: 1.559, data_time: 0.008, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5451, loss_cls: 3.2498, loss: 3.2498, grad_norm: 1.7652 2021-01-19 18:09:09,316 - mmaction - INFO - Epoch [27][1840/2147] lr: 1.581e-01, eta: 9 days, 13:00:35, time: 1.456, data_time: 0.004, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5621, loss_cls: 3.1730, loss: 3.1730, grad_norm: 1.7586 2021-01-19 18:09:44,392 - mmaction - INFO - Epoch [27][1860/2147] lr: 1.581e-01, eta: 9 days, 13:00:12, time: 1.742, data_time: 0.009, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5442, loss_cls: 3.2378, loss: 3.2378, grad_norm: 1.7352 2021-01-19 18:10:15,182 - mmaction - INFO - Epoch [27][1880/2147] lr: 1.582e-01, eta: 9 days, 12:59:18, time: 1.553, data_time: 0.024, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5585, loss_cls: 3.1883, loss: 3.1883, grad_norm: 1.6846 2021-01-19 18:10:48,412 - mmaction - INFO - Epoch [27][1900/2147] lr: 1.582e-01, eta: 9 days, 12:58:42, time: 1.661, data_time: 0.005, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5536, loss_cls: 3.2478, loss: 3.2478, grad_norm: 1.7589 2021-01-19 18:11:17,881 - mmaction - INFO - Epoch [27][1920/2147] lr: 1.583e-01, eta: 9 days, 12:57:34, time: 1.474, data_time: 0.005, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5679, loss_cls: 3.1204, loss: 3.1204, grad_norm: 1.7483 2021-01-19 18:11:54,582 - mmaction - INFO - Epoch [27][1940/2147] lr: 1.583e-01, eta: 9 days, 12:57:27, time: 1.834, data_time: 0.008, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5563, loss_cls: 3.2049, loss: 3.2049, grad_norm: 1.7220 2021-01-19 18:12:41,749 - mmaction - INFO - Epoch [27][1960/2147] lr: 1.584e-01, eta: 9 days, 12:58:49, time: 2.352, data_time: 0.035, memory: 16628, top1_acc: 0.3004, top5_acc: 0.5549, loss_cls: 3.2547, loss: 3.2547, grad_norm: 1.7605 2021-01-19 18:13:12,485 - mmaction - INFO - Epoch [27][1980/2147] lr: 1.584e-01, eta: 9 days, 12:57:52, time: 1.540, data_time: 0.014, memory: 16628, top1_acc: 0.2973, top5_acc: 0.5549, loss_cls: 3.2160, loss: 3.2160, grad_norm: 1.7243 2021-01-19 18:13:42,624 - mmaction - INFO - Epoch [27][2000/2147] lr: 1.585e-01, eta: 9 days, 12:56:49, time: 1.504, data_time: 0.009, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5723, loss_cls: 3.1709, loss: 3.1709, grad_norm: 1.7832 2021-01-19 18:14:12,096 - mmaction - INFO - Epoch [27][2020/2147] lr: 1.585e-01, eta: 9 days, 12:55:43, time: 1.482, data_time: 0.013, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5509, loss_cls: 3.2440, loss: 3.2440, grad_norm: 1.7967 2021-01-19 18:14:41,118 - mmaction - INFO - Epoch [27][2040/2147] lr: 1.586e-01, eta: 9 days, 12:54:31, time: 1.451, data_time: 0.004, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5478, loss_cls: 3.2297, loss: 3.2297, grad_norm: 1.7463 2021-01-19 18:15:13,521 - mmaction - INFO - Epoch [27][2060/2147] lr: 1.586e-01, eta: 9 days, 12:53:48, time: 1.615, data_time: 0.005, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5616, loss_cls: 3.1670, loss: 3.1670, grad_norm: 1.7198 2021-01-19 18:15:44,353 - mmaction - INFO - Epoch [27][2080/2147] lr: 1.587e-01, eta: 9 days, 12:52:52, time: 1.544, data_time: 0.009, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5603, loss_cls: 3.1778, loss: 3.1778, grad_norm: 1.7462 2021-01-19 18:16:17,508 - mmaction - INFO - Epoch [27][2100/2147] lr: 1.587e-01, eta: 9 days, 12:52:15, time: 1.656, data_time: 0.010, memory: 16628, top1_acc: 0.2964, top5_acc: 0.5701, loss_cls: 3.1421, loss: 3.1421, grad_norm: 1.7563 2021-01-19 18:17:04,802 - mmaction - INFO - Epoch [27][2120/2147] lr: 1.588e-01, eta: 9 days, 12:53:37, time: 2.357, data_time: 0.008, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5536, loss_cls: 3.1913, loss: 3.1913, grad_norm: 1.7763 2021-01-19 18:17:34,690 - mmaction - INFO - Epoch [27][2140/2147] lr: 1.588e-01, eta: 9 days, 12:52:34, time: 1.505, data_time: 0.024, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5558, loss_cls: 3.2479, loss: 3.2479, grad_norm: 1.7303 2021-01-19 18:22:50,238 - mmaction - INFO - Epoch [28][20/2147] lr: 1.586e-01, eta: 9 days, 13:26:38, time: 14.579, data_time: 12.911, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5732, loss_cls: 3.1570, loss: 3.1570, grad_norm: 1.7520 2021-01-19 18:23:19,333 - mmaction - INFO - Epoch [28][40/2147] lr: 1.586e-01, eta: 9 days, 13:25:26, time: 1.454, data_time: 0.009, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5844, loss_cls: 3.0719, loss: 3.0719, grad_norm: 1.7401 2021-01-19 18:23:49,685 - mmaction - INFO - Epoch [28][60/2147] lr: 1.587e-01, eta: 9 days, 13:24:25, time: 1.517, data_time: 0.005, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5777, loss_cls: 3.1172, loss: 3.1172, grad_norm: 1.7600 2021-01-19 18:24:18,565 - mmaction - INFO - Epoch [28][80/2147] lr: 1.587e-01, eta: 9 days, 13:23:11, time: 1.444, data_time: 0.005, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5750, loss_cls: 3.1744, loss: 3.1744, grad_norm: 1.7206 2021-01-19 18:24:50,513 - mmaction - INFO - Epoch [28][100/2147] lr: 1.587e-01, eta: 9 days, 13:22:24, time: 1.600, data_time: 0.011, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5705, loss_cls: 3.1694, loss: 3.1694, grad_norm: 1.7283 2021-01-19 18:25:19,547 - mmaction - INFO - Epoch [28][120/2147] lr: 1.588e-01, eta: 9 days, 13:21:12, time: 1.450, data_time: 0.004, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5750, loss_cls: 3.0791, loss: 3.0791, grad_norm: 1.7306 2021-01-19 18:25:48,921 - mmaction - INFO - Epoch [28][140/2147] lr: 1.588e-01, eta: 9 days, 13:20:02, time: 1.466, data_time: 0.003, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5714, loss_cls: 3.1637, loss: 3.1637, grad_norm: 1.7280 2021-01-19 18:26:19,099 - mmaction - INFO - Epoch [28][160/2147] lr: 1.589e-01, eta: 9 days, 13:19:00, time: 1.511, data_time: 0.009, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5723, loss_cls: 3.1599, loss: 3.1599, grad_norm: 1.6948 2021-01-19 18:26:54,596 - mmaction - INFO - Epoch [28][180/2147] lr: 1.589e-01, eta: 9 days, 13:18:43, time: 1.777, data_time: 0.005, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5612, loss_cls: 3.1781, loss: 3.1781, grad_norm: 1.7239 2021-01-19 18:27:23,693 - mmaction - INFO - Epoch [28][200/2147] lr: 1.590e-01, eta: 9 days, 13:17:30, time: 1.449, data_time: 0.003, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5799, loss_cls: 3.1038, loss: 3.1038, grad_norm: 1.7432 2021-01-19 18:27:53,117 - mmaction - INFO - Epoch [28][220/2147] lr: 1.590e-01, eta: 9 days, 13:16:22, time: 1.474, data_time: 0.010, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5491, loss_cls: 3.2405, loss: 3.2405, grad_norm: 1.7638 2021-01-19 18:28:24,498 - mmaction - INFO - Epoch [28][240/2147] lr: 1.591e-01, eta: 9 days, 13:15:30, time: 1.570, data_time: 0.008, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5571, loss_cls: 3.2235, loss: 3.2235, grad_norm: 1.7319 2021-01-19 18:28:53,694 - mmaction - INFO - Epoch [28][260/2147] lr: 1.591e-01, eta: 9 days, 13:14:19, time: 1.460, data_time: 0.003, memory: 16628, top1_acc: 0.3000, top5_acc: 0.5491, loss_cls: 3.2116, loss: 3.2116, grad_norm: 1.7252 2021-01-19 18:29:24,339 - mmaction - INFO - Epoch [28][280/2147] lr: 1.592e-01, eta: 9 days, 13:13:21, time: 1.533, data_time: 0.005, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5772, loss_cls: 3.0931, loss: 3.0931, grad_norm: 1.7094 2021-01-19 18:29:55,602 - mmaction - INFO - Epoch [28][300/2147] lr: 1.592e-01, eta: 9 days, 13:12:27, time: 1.560, data_time: 0.002, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5634, loss_cls: 3.2462, loss: 3.2462, grad_norm: 1.7753 2021-01-19 18:30:25,040 - mmaction - INFO - Epoch [28][320/2147] lr: 1.593e-01, eta: 9 days, 13:11:19, time: 1.476, data_time: 0.007, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5710, loss_cls: 3.1644, loss: 3.1644, grad_norm: 1.7302 2021-01-19 18:30:54,020 - mmaction - INFO - Epoch [28][340/2147] lr: 1.593e-01, eta: 9 days, 13:10:06, time: 1.445, data_time: 0.002, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5612, loss_cls: 3.2080, loss: 3.2080, grad_norm: 1.7974 2021-01-19 18:31:27,271 - mmaction - INFO - Epoch [28][360/2147] lr: 1.594e-01, eta: 9 days, 13:09:30, time: 1.663, data_time: 0.010, memory: 16628, top1_acc: 0.2969, top5_acc: 0.5634, loss_cls: 3.2295, loss: 3.2295, grad_norm: 1.7121 2021-01-19 18:32:05,860 - mmaction - INFO - Epoch [28][380/2147] lr: 1.594e-01, eta: 9 days, 13:09:38, time: 1.929, data_time: 0.005, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5826, loss_cls: 3.1202, loss: 3.1202, grad_norm: 1.7211 2021-01-19 18:32:34,543 - mmaction - INFO - Epoch [28][400/2147] lr: 1.595e-01, eta: 9 days, 13:08:23, time: 1.435, data_time: 0.009, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5629, loss_cls: 3.1831, loss: 3.1831, grad_norm: 1.7371 2021-01-19 18:33:03,606 - mmaction - INFO - Epoch [28][420/2147] lr: 1.595e-01, eta: 9 days, 13:07:12, time: 1.454, data_time: 0.007, memory: 16628, top1_acc: 0.3308, top5_acc: 0.5871, loss_cls: 3.0666, loss: 3.0666, grad_norm: 1.7293 2021-01-19 18:33:32,871 - mmaction - INFO - Epoch [28][440/2147] lr: 1.596e-01, eta: 9 days, 13:06:03, time: 1.466, data_time: 0.016, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5496, loss_cls: 3.2428, loss: 3.2428, grad_norm: 1.7568 2021-01-19 18:34:01,866 - mmaction - INFO - Epoch [28][460/2147] lr: 1.596e-01, eta: 9 days, 13:04:50, time: 1.449, data_time: 0.002, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5522, loss_cls: 3.2127, loss: 3.2127, grad_norm: 1.7404 2021-01-19 18:34:31,248 - mmaction - INFO - Epoch [28][480/2147] lr: 1.597e-01, eta: 9 days, 13:03:41, time: 1.464, data_time: 0.002, memory: 16628, top1_acc: 0.2991, top5_acc: 0.5594, loss_cls: 3.1808, loss: 3.1808, grad_norm: 1.7406 2021-01-19 18:35:00,524 - mmaction - INFO - Epoch [28][500/2147] lr: 1.597e-01, eta: 9 days, 13:02:31, time: 1.465, data_time: 0.016, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5813, loss_cls: 3.1264, loss: 3.1264, grad_norm: 1.7214 2021-01-19 18:35:30,700 - mmaction - INFO - Epoch [28][520/2147] lr: 1.598e-01, eta: 9 days, 13:01:29, time: 1.510, data_time: 0.008, memory: 16628, top1_acc: 0.2978, top5_acc: 0.5531, loss_cls: 3.2411, loss: 3.2411, grad_norm: 1.7655 2021-01-19 18:36:01,560 - mmaction - INFO - Epoch [28][540/2147] lr: 1.598e-01, eta: 9 days, 13:00:33, time: 1.546, data_time: 0.011, memory: 16628, top1_acc: 0.2969, top5_acc: 0.5558, loss_cls: 3.1949, loss: 3.1949, grad_norm: 1.7409 2021-01-19 18:36:30,577 - mmaction - INFO - Epoch [28][560/2147] lr: 1.599e-01, eta: 9 days, 12:59:21, time: 1.450, data_time: 0.007, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5674, loss_cls: 3.1507, loss: 3.1507, grad_norm: 1.7163 2021-01-19 18:37:06,903 - mmaction - INFO - Epoch [28][580/2147] lr: 1.599e-01, eta: 9 days, 12:59:11, time: 1.817, data_time: 0.003, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5567, loss_cls: 3.1838, loss: 3.1838, grad_norm: 1.7313 2021-01-19 18:37:38,635 - mmaction - INFO - Epoch [28][600/2147] lr: 1.599e-01, eta: 9 days, 12:58:22, time: 1.586, data_time: 0.004, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5625, loss_cls: 3.1542, loss: 3.1542, grad_norm: 1.7161 2021-01-19 18:38:10,365 - mmaction - INFO - Epoch [28][620/2147] lr: 1.600e-01, eta: 9 days, 12:57:32, time: 1.580, data_time: 0.004, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5741, loss_cls: 3.1223, loss: 3.1223, grad_norm: 1.7097 2021-01-19 18:38:41,355 - mmaction - INFO - Epoch [28][640/2147] lr: 1.600e-01, eta: 9 days, 12:56:38, time: 1.556, data_time: 0.009, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5509, loss_cls: 3.2094, loss: 3.2094, grad_norm: 1.7789 2021-01-19 18:39:14,197 - mmaction - INFO - Epoch [28][660/2147] lr: 1.601e-01, eta: 9 days, 12:55:56, time: 1.631, data_time: 0.008, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5701, loss_cls: 3.1604, loss: 3.1604, grad_norm: 1.7477 2021-01-19 18:39:45,896 - mmaction - INFO - Epoch [28][680/2147] lr: 1.601e-01, eta: 9 days, 12:55:07, time: 1.585, data_time: 0.017, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5621, loss_cls: 3.1821, loss: 3.1821, grad_norm: 1.7366 2021-01-19 18:40:15,819 - mmaction - INFO - Epoch [28][700/2147] lr: 1.602e-01, eta: 9 days, 12:54:04, time: 1.501, data_time: 0.014, memory: 16628, top1_acc: 0.2978, top5_acc: 0.5616, loss_cls: 3.2348, loss: 3.2348, grad_norm: 1.7344 2021-01-19 18:40:47,878 - mmaction - INFO - Epoch [28][720/2147] lr: 1.602e-01, eta: 9 days, 12:53:18, time: 1.607, data_time: 0.009, memory: 16628, top1_acc: 0.2973, top5_acc: 0.5518, loss_cls: 3.2470, loss: 3.2470, grad_norm: 1.7641 2021-01-19 18:41:19,445 - mmaction - INFO - Epoch [28][740/2147] lr: 1.603e-01, eta: 9 days, 12:52:28, time: 1.577, data_time: 0.010, memory: 16628, top1_acc: 0.2884, top5_acc: 0.5464, loss_cls: 3.2758, loss: 3.2758, grad_norm: 1.7161 2021-01-19 18:41:58,236 - mmaction - INFO - Epoch [28][760/2147] lr: 1.603e-01, eta: 9 days, 12:52:38, time: 1.940, data_time: 0.012, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5687, loss_cls: 3.0792, loss: 3.0792, grad_norm: 1.7481 2021-01-19 18:42:34,793 - mmaction - INFO - Epoch [28][780/2147] lr: 1.604e-01, eta: 9 days, 12:52:29, time: 1.825, data_time: 0.007, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5670, loss_cls: 3.2002, loss: 3.2002, grad_norm: 1.7669 2021-01-19 18:43:03,488 - mmaction - INFO - Epoch [28][800/2147] lr: 1.604e-01, eta: 9 days, 12:51:15, time: 1.440, data_time: 0.009, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5683, loss_cls: 3.1399, loss: 3.1399, grad_norm: 1.7453 2021-01-19 18:43:32,593 - mmaction - INFO - Epoch [28][820/2147] lr: 1.605e-01, eta: 9 days, 12:50:04, time: 1.452, data_time: 0.004, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5728, loss_cls: 3.1929, loss: 3.1929, grad_norm: 1.7168 2021-01-19 18:44:01,246 - mmaction - INFO - Epoch [28][840/2147] lr: 1.605e-01, eta: 9 days, 12:48:50, time: 1.435, data_time: 0.010, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5420, loss_cls: 3.2453, loss: 3.2453, grad_norm: 1.7492 2021-01-19 18:44:33,253 - mmaction - INFO - Epoch [28][860/2147] lr: 1.606e-01, eta: 9 days, 12:48:03, time: 1.600, data_time: 0.009, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5491, loss_cls: 3.2079, loss: 3.2079, grad_norm: 1.7450 2021-01-19 18:45:02,575 - mmaction - INFO - Epoch [28][880/2147] lr: 1.606e-01, eta: 9 days, 12:46:55, time: 1.467, data_time: 0.003, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5786, loss_cls: 3.1049, loss: 3.1049, grad_norm: 1.7207 2021-01-19 18:45:34,500 - mmaction - INFO - Epoch [28][900/2147] lr: 1.607e-01, eta: 9 days, 12:46:07, time: 1.597, data_time: 0.004, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5558, loss_cls: 3.2004, loss: 3.2004, grad_norm: 1.7349 2021-01-19 18:46:03,972 - mmaction - INFO - Epoch [28][920/2147] lr: 1.607e-01, eta: 9 days, 12:44:59, time: 1.467, data_time: 0.003, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5763, loss_cls: 3.1334, loss: 3.1334, grad_norm: 1.7276 2021-01-19 18:46:42,659 - mmaction - INFO - Epoch [28][940/2147] lr: 1.608e-01, eta: 9 days, 12:44:50, time: 1.826, data_time: 0.015, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5839, loss_cls: 3.0920, loss: 3.0920, grad_norm: 1.7199 2021-01-19 18:47:19,085 - mmaction - INFO - Epoch [28][960/2147] lr: 1.608e-01, eta: 9 days, 12:44:59, time: 1.935, data_time: 0.243, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5665, loss_cls: 3.1664, loss: 3.1664, grad_norm: 1.7626 2021-01-19 18:47:48,070 - mmaction - INFO - Epoch [28][980/2147] lr: 1.609e-01, eta: 9 days, 12:43:48, time: 1.451, data_time: 0.004, memory: 16628, top1_acc: 0.3004, top5_acc: 0.5491, loss_cls: 3.2465, loss: 3.2465, grad_norm: 1.7817 2021-01-19 18:48:20,622 - mmaction - INFO - Epoch [28][1000/2147] lr: 1.609e-01, eta: 9 days, 12:43:05, time: 1.625, data_time: 0.004, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5723, loss_cls: 3.1741, loss: 3.1741, grad_norm: 1.7552 2021-01-19 18:48:51,006 - mmaction - INFO - Epoch [28][1020/2147] lr: 1.610e-01, eta: 9 days, 12:42:05, time: 1.521, data_time: 0.006, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5790, loss_cls: 3.1045, loss: 3.1045, grad_norm: 1.6911 2021-01-19 18:49:20,797 - mmaction - INFO - Epoch [28][1040/2147] lr: 1.610e-01, eta: 9 days, 12:41:01, time: 1.490, data_time: 0.003, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5817, loss_cls: 3.1541, loss: 3.1541, grad_norm: 1.7125 2021-01-19 18:49:52,016 - mmaction - INFO - Epoch [28][1060/2147] lr: 1.611e-01, eta: 9 days, 12:40:07, time: 1.557, data_time: 0.003, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5772, loss_cls: 3.1269, loss: 3.1269, grad_norm: 1.7378 2021-01-19 18:50:20,698 - mmaction - INFO - Epoch [28][1080/2147] lr: 1.611e-01, eta: 9 days, 12:38:54, time: 1.438, data_time: 0.007, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5687, loss_cls: 3.2221, loss: 3.2221, grad_norm: 1.7487 2021-01-19 18:50:50,742 - mmaction - INFO - Epoch [28][1100/2147] lr: 1.611e-01, eta: 9 days, 12:37:51, time: 1.502, data_time: 0.001, memory: 16628, top1_acc: 0.3013, top5_acc: 0.5558, loss_cls: 3.2101, loss: 3.2101, grad_norm: 1.7338 2021-01-19 18:51:19,527 - mmaction - INFO - Epoch [28][1120/2147] lr: 1.612e-01, eta: 9 days, 12:36:37, time: 1.435, data_time: 0.003, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5692, loss_cls: 3.1823, loss: 3.1823, grad_norm: 1.7597 2021-01-19 18:51:54,255 - mmaction - INFO - Epoch [28][1140/2147] lr: 1.612e-01, eta: 9 days, 12:36:14, time: 1.741, data_time: 0.006, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5531, loss_cls: 3.2109, loss: 3.2109, grad_norm: 1.7200 2021-01-19 18:52:23,483 - mmaction - INFO - Epoch [28][1160/2147] lr: 1.613e-01, eta: 9 days, 12:35:04, time: 1.460, data_time: 0.008, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5638, loss_cls: 3.1835, loss: 3.1835, grad_norm: 1.7103 2021-01-19 18:52:52,440 - mmaction - INFO - Epoch [28][1180/2147] lr: 1.613e-01, eta: 9 days, 12:33:52, time: 1.444, data_time: 0.005, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5665, loss_cls: 3.1984, loss: 3.1984, grad_norm: 1.7408 2021-01-19 18:53:25,123 - mmaction - INFO - Epoch [28][1200/2147] lr: 1.614e-01, eta: 9 days, 12:33:12, time: 1.639, data_time: 0.006, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5674, loss_cls: 3.1941, loss: 3.1941, grad_norm: 1.7452 2021-01-19 18:53:56,824 - mmaction - INFO - Epoch [28][1220/2147] lr: 1.614e-01, eta: 9 days, 12:32:22, time: 1.581, data_time: 0.002, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5674, loss_cls: 3.1355, loss: 3.1355, grad_norm: 1.7583 2021-01-19 18:54:25,876 - mmaction - INFO - Epoch [28][1240/2147] lr: 1.615e-01, eta: 9 days, 12:31:12, time: 1.453, data_time: 0.007, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5545, loss_cls: 3.2456, loss: 3.2456, grad_norm: 1.7999 2021-01-19 18:54:55,005 - mmaction - INFO - Epoch [28][1260/2147] lr: 1.615e-01, eta: 9 days, 12:30:02, time: 1.460, data_time: 0.006, memory: 16628, top1_acc: 0.2915, top5_acc: 0.5513, loss_cls: 3.2465, loss: 3.2465, grad_norm: 1.7236 2021-01-19 18:55:24,372 - mmaction - INFO - Epoch [28][1280/2147] lr: 1.616e-01, eta: 9 days, 12:28:54, time: 1.467, data_time: 0.003, memory: 16628, top1_acc: 0.2973, top5_acc: 0.5616, loss_cls: 3.2242, loss: 3.2242, grad_norm: 1.7047 2021-01-19 18:55:53,724 - mmaction - INFO - Epoch [28][1300/2147] lr: 1.616e-01, eta: 9 days, 12:27:45, time: 1.465, data_time: 0.004, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5536, loss_cls: 3.2277, loss: 3.2277, grad_norm: 1.7040 2021-01-19 18:56:24,699 - mmaction - INFO - Epoch [28][1320/2147] lr: 1.617e-01, eta: 9 days, 12:26:51, time: 1.553, data_time: 0.007, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5589, loss_cls: 3.2211, loss: 3.2211, grad_norm: 1.7184 2021-01-19 18:56:57,162 - mmaction - INFO - Epoch [28][1340/2147] lr: 1.617e-01, eta: 9 days, 12:26:07, time: 1.615, data_time: 0.006, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5625, loss_cls: 3.1762, loss: 3.1762, grad_norm: 1.7724 2021-01-19 18:57:26,794 - mmaction - INFO - Epoch [28][1360/2147] lr: 1.618e-01, eta: 9 days, 12:25:02, time: 1.487, data_time: 0.012, memory: 16628, top1_acc: 0.2938, top5_acc: 0.5433, loss_cls: 3.2845, loss: 3.2845, grad_norm: 1.7297 2021-01-19 18:57:58,460 - mmaction - INFO - Epoch [28][1380/2147] lr: 1.618e-01, eta: 9 days, 12:24:13, time: 1.584, data_time: 0.005, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5696, loss_cls: 3.1324, loss: 3.1324, grad_norm: 1.7026 2021-01-19 18:58:29,654 - mmaction - INFO - Epoch [28][1400/2147] lr: 1.619e-01, eta: 9 days, 12:23:20, time: 1.558, data_time: 0.008, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5714, loss_cls: 3.1489, loss: 3.1489, grad_norm: 1.7440 2021-01-19 18:59:00,988 - mmaction - INFO - Epoch [28][1420/2147] lr: 1.619e-01, eta: 9 days, 12:22:28, time: 1.567, data_time: 0.005, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5687, loss_cls: 3.1744, loss: 3.1744, grad_norm: 1.6997 2021-01-19 18:59:30,099 - mmaction - INFO - Epoch [28][1440/2147] lr: 1.620e-01, eta: 9 days, 12:21:18, time: 1.456, data_time: 0.009, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5710, loss_cls: 3.1388, loss: 3.1388, grad_norm: 1.7425 2021-01-19 18:59:59,699 - mmaction - INFO - Epoch [28][1460/2147] lr: 1.620e-01, eta: 9 days, 12:20:12, time: 1.478, data_time: 0.005, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5594, loss_cls: 3.1649, loss: 3.1649, grad_norm: 1.7241 2021-01-19 19:00:28,698 - mmaction - INFO - Epoch [28][1480/2147] lr: 1.621e-01, eta: 9 days, 12:19:01, time: 1.453, data_time: 0.008, memory: 16628, top1_acc: 0.2955, top5_acc: 0.5379, loss_cls: 3.3058, loss: 3.3058, grad_norm: 1.7868 2021-01-19 19:01:00,412 - mmaction - INFO - Epoch [28][1500/2147] lr: 1.621e-01, eta: 9 days, 12:18:12, time: 1.578, data_time: 0.003, memory: 16628, top1_acc: 0.2969, top5_acc: 0.5504, loss_cls: 3.2379, loss: 3.2379, grad_norm: 1.7223 2021-01-19 19:01:31,243 - mmaction - INFO - Epoch [28][1520/2147] lr: 1.622e-01, eta: 9 days, 12:17:17, time: 1.548, data_time: 0.013, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5674, loss_cls: 3.1735, loss: 3.1735, grad_norm: 1.7390 2021-01-19 19:02:01,969 - mmaction - INFO - Epoch [28][1540/2147] lr: 1.622e-01, eta: 9 days, 12:16:21, time: 1.539, data_time: 0.023, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5799, loss_cls: 3.1233, loss: 3.1233, grad_norm: 1.7077 2021-01-19 19:02:31,731 - mmaction - INFO - Epoch [28][1560/2147] lr: 1.622e-01, eta: 9 days, 12:15:15, time: 1.483, data_time: 0.004, memory: 16628, top1_acc: 0.2978, top5_acc: 0.5473, loss_cls: 3.2795, loss: 3.2795, grad_norm: 1.7558 2021-01-19 19:03:01,927 - mmaction - INFO - Epoch [28][1580/2147] lr: 1.623e-01, eta: 9 days, 12:14:14, time: 1.510, data_time: 0.008, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5714, loss_cls: 3.1462, loss: 3.1462, grad_norm: 1.7327 2021-01-19 19:03:32,535 - mmaction - INFO - Epoch [28][1600/2147] lr: 1.623e-01, eta: 9 days, 12:13:16, time: 1.530, data_time: 0.007, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5589, loss_cls: 3.1931, loss: 3.1931, grad_norm: 1.7312 2021-01-19 19:04:02,242 - mmaction - INFO - Epoch [28][1620/2147] lr: 1.624e-01, eta: 9 days, 12:12:11, time: 1.483, data_time: 0.008, memory: 16628, top1_acc: 0.2906, top5_acc: 0.5411, loss_cls: 3.2839, loss: 3.2839, grad_norm: 1.6784 2021-01-19 19:04:32,183 - mmaction - INFO - Epoch [28][1640/2147] lr: 1.624e-01, eta: 9 days, 12:11:08, time: 1.498, data_time: 0.017, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5634, loss_cls: 3.1489, loss: 3.1489, grad_norm: 1.7389 2021-01-19 19:05:06,645 - mmaction - INFO - Epoch [28][1660/2147] lr: 1.625e-01, eta: 9 days, 12:10:43, time: 1.729, data_time: 0.015, memory: 16628, top1_acc: 0.2942, top5_acc: 0.5545, loss_cls: 3.2972, loss: 3.2972, grad_norm: 1.7440 2021-01-19 19:05:37,450 - mmaction - INFO - Epoch [28][1680/2147] lr: 1.625e-01, eta: 9 days, 12:09:48, time: 1.542, data_time: 0.008, memory: 16628, top1_acc: 0.3000, top5_acc: 0.5442, loss_cls: 3.2754, loss: 3.2754, grad_norm: 1.6904 2021-01-19 19:06:08,367 - mmaction - INFO - Epoch [28][1700/2147] lr: 1.626e-01, eta: 9 days, 12:08:53, time: 1.545, data_time: 0.004, memory: 16628, top1_acc: 0.2937, top5_acc: 0.5545, loss_cls: 3.2354, loss: 3.2354, grad_norm: 1.7306 2021-01-19 19:06:45,912 - mmaction - INFO - Epoch [28][1720/2147] lr: 1.626e-01, eta: 9 days, 12:08:48, time: 1.855, data_time: 0.004, memory: 16628, top1_acc: 0.2937, top5_acc: 0.5513, loss_cls: 3.2532, loss: 3.2532, grad_norm: 1.7094 2021-01-19 19:07:15,590 - mmaction - INFO - Epoch [28][1740/2147] lr: 1.627e-01, eta: 9 days, 12:07:47, time: 1.507, data_time: 0.027, memory: 16628, top1_acc: 0.3004, top5_acc: 0.5616, loss_cls: 3.1972, loss: 3.1972, grad_norm: 1.7029 2021-01-19 19:07:45,809 - mmaction - INFO - Epoch [28][1760/2147] lr: 1.627e-01, eta: 9 days, 12:06:46, time: 1.509, data_time: 0.002, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5781, loss_cls: 3.1054, loss: 3.1054, grad_norm: 1.7012 2021-01-19 19:08:14,654 - mmaction - INFO - Epoch [28][1780/2147] lr: 1.628e-01, eta: 9 days, 12:05:34, time: 1.442, data_time: 0.004, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5612, loss_cls: 3.1812, loss: 3.1812, grad_norm: 1.7432 2021-01-19 19:08:43,712 - mmaction - INFO - Epoch [28][1800/2147] lr: 1.628e-01, eta: 9 days, 12:04:24, time: 1.450, data_time: 0.006, memory: 16628, top1_acc: 0.3018, top5_acc: 0.5522, loss_cls: 3.2440, loss: 3.2440, grad_norm: 1.7188 2021-01-19 19:09:13,146 - mmaction - INFO - Epoch [28][1820/2147] lr: 1.629e-01, eta: 9 days, 12:03:17, time: 1.474, data_time: 0.009, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5442, loss_cls: 3.2329, loss: 3.2329, grad_norm: 1.7294 2021-01-19 19:09:43,920 - mmaction - INFO - Epoch [28][1840/2147] lr: 1.629e-01, eta: 9 days, 12:02:21, time: 1.539, data_time: 0.009, memory: 16628, top1_acc: 0.3013, top5_acc: 0.5527, loss_cls: 3.2546, loss: 3.2546, grad_norm: 1.6806 2021-01-19 19:10:21,768 - mmaction - INFO - Epoch [28][1860/2147] lr: 1.630e-01, eta: 9 days, 12:02:23, time: 1.890, data_time: 0.009, memory: 16628, top1_acc: 0.2884, top5_acc: 0.5473, loss_cls: 3.2769, loss: 3.2769, grad_norm: 1.7142 2021-01-19 19:10:51,020 - mmaction - INFO - Epoch [28][1880/2147] lr: 1.630e-01, eta: 9 days, 12:01:14, time: 1.464, data_time: 0.010, memory: 16628, top1_acc: 0.3085, top5_acc: 0.5531, loss_cls: 3.1938, loss: 3.1938, grad_norm: 1.7184 2021-01-19 19:11:20,377 - mmaction - INFO - Epoch [28][1900/2147] lr: 1.631e-01, eta: 9 days, 12:00:07, time: 1.468, data_time: 0.008, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5643, loss_cls: 3.2278, loss: 3.2278, grad_norm: 1.7170 2021-01-19 19:11:50,669 - mmaction - INFO - Epoch [28][1920/2147] lr: 1.631e-01, eta: 9 days, 11:59:07, time: 1.517, data_time: 0.006, memory: 16628, top1_acc: 0.2982, top5_acc: 0.5634, loss_cls: 3.2535, loss: 3.2535, grad_norm: 1.7169 2021-01-19 19:12:23,020 - mmaction - INFO - Epoch [28][1940/2147] lr: 1.632e-01, eta: 9 days, 11:58:24, time: 1.615, data_time: 0.002, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5522, loss_cls: 3.1920, loss: 3.1920, grad_norm: 1.6616 2021-01-19 19:12:53,758 - mmaction - INFO - Epoch [28][1960/2147] lr: 1.632e-01, eta: 9 days, 11:57:27, time: 1.533, data_time: 0.015, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5821, loss_cls: 3.1412, loss: 3.1412, grad_norm: 1.6976 2021-01-19 19:13:24,012 - mmaction - INFO - Epoch [28][1980/2147] lr: 1.633e-01, eta: 9 days, 11:56:28, time: 1.517, data_time: 0.008, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5580, loss_cls: 3.1943, loss: 3.1943, grad_norm: 1.7618 2021-01-19 19:13:55,867 - mmaction - INFO - Epoch [28][2000/2147] lr: 1.633e-01, eta: 9 days, 11:55:40, time: 1.592, data_time: 0.003, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5571, loss_cls: 3.1939, loss: 3.1939, grad_norm: 1.7115 2021-01-19 19:14:24,902 - mmaction - INFO - Epoch [28][2020/2147] lr: 1.634e-01, eta: 9 days, 11:54:31, time: 1.454, data_time: 0.004, memory: 16628, top1_acc: 0.2915, top5_acc: 0.5540, loss_cls: 3.2480, loss: 3.2480, grad_norm: 1.7353 2021-01-19 19:14:58,778 - mmaction - INFO - Epoch [28][2040/2147] lr: 1.634e-01, eta: 9 days, 11:53:59, time: 1.688, data_time: 0.003, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5549, loss_cls: 3.1712, loss: 3.1712, grad_norm: 1.7181 2021-01-19 19:15:32,125 - mmaction - INFO - Epoch [28][2060/2147] lr: 1.634e-01, eta: 9 days, 11:53:23, time: 1.662, data_time: 0.012, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5616, loss_cls: 3.2235, loss: 3.2235, grad_norm: 1.7914 2021-01-19 19:16:02,928 - mmaction - INFO - Epoch [28][2080/2147] lr: 1.635e-01, eta: 9 days, 11:52:30, time: 1.551, data_time: 0.013, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5491, loss_cls: 3.2229, loss: 3.2229, grad_norm: 1.6843 2021-01-19 19:16:33,617 - mmaction - INFO - Epoch [28][2100/2147] lr: 1.635e-01, eta: 9 days, 11:51:33, time: 1.534, data_time: 0.002, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5576, loss_cls: 3.2235, loss: 3.2235, grad_norm: 1.6822 2021-01-19 19:17:02,625 - mmaction - INFO - Epoch [28][2120/2147] lr: 1.636e-01, eta: 9 days, 11:50:23, time: 1.452, data_time: 0.006, memory: 16628, top1_acc: 0.2942, top5_acc: 0.5469, loss_cls: 3.2830, loss: 3.2830, grad_norm: 1.6931 2021-01-19 19:17:32,659 - mmaction - INFO - Epoch [28][2140/2147] lr: 1.636e-01, eta: 9 days, 11:49:21, time: 1.499, data_time: 0.002, memory: 16628, top1_acc: 0.2920, top5_acc: 0.5504, loss_cls: 3.2167, loss: 3.2167, grad_norm: 1.6841 2021-01-19 19:17:57,819 - mmaction - INFO - Saving checkpoint at 28 epochs 2021-01-19 19:22:45,386 - mmaction - INFO - Epoch [29][20/2147] lr: 1.634e-01, eta: 9 days, 12:21:14, time: 14.293, data_time: 12.723, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5665, loss_cls: 3.1651, loss: 3.1651, grad_norm: 1.7024 2021-01-19 19:23:14,913 - mmaction - INFO - Epoch [29][40/2147] lr: 1.634e-01, eta: 9 days, 12:20:07, time: 1.476, data_time: 0.006, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5714, loss_cls: 3.1604, loss: 3.1604, grad_norm: 1.6770 2021-01-19 19:23:44,558 - mmaction - INFO - Epoch [29][60/2147] lr: 1.635e-01, eta: 9 days, 12:19:00, time: 1.473, data_time: 0.010, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5808, loss_cls: 3.1459, loss: 3.1459, grad_norm: 1.7337 2021-01-19 19:24:14,585 - mmaction - INFO - Epoch [29][80/2147] lr: 1.635e-01, eta: 9 days, 12:17:59, time: 1.507, data_time: 0.014, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5652, loss_cls: 3.1731, loss: 3.1731, grad_norm: 1.7184 2021-01-19 19:24:44,352 - mmaction - INFO - Epoch [29][100/2147] lr: 1.636e-01, eta: 9 days, 12:16:55, time: 1.494, data_time: 0.009, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5625, loss_cls: 3.1421, loss: 3.1421, grad_norm: 1.7238 2021-01-19 19:25:14,916 - mmaction - INFO - Epoch [29][120/2147] lr: 1.636e-01, eta: 9 days, 12:15:57, time: 1.527, data_time: 0.002, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5862, loss_cls: 3.0539, loss: 3.0539, grad_norm: 1.7161 2021-01-19 19:25:43,947 - mmaction - INFO - Epoch [29][140/2147] lr: 1.637e-01, eta: 9 days, 12:14:46, time: 1.450, data_time: 0.006, memory: 16628, top1_acc: 0.3063, top5_acc: 0.5687, loss_cls: 3.1617, loss: 3.1617, grad_norm: 1.7453 2021-01-19 19:26:12,675 - mmaction - INFO - Epoch [29][160/2147] lr: 1.637e-01, eta: 9 days, 12:13:33, time: 1.437, data_time: 0.005, memory: 16628, top1_acc: 0.3018, top5_acc: 0.5589, loss_cls: 3.1739, loss: 3.1739, grad_norm: 1.7181 2021-01-19 19:26:42,617 - mmaction - INFO - Epoch [29][180/2147] lr: 1.637e-01, eta: 9 days, 12:12:30, time: 1.500, data_time: 0.004, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5772, loss_cls: 3.1259, loss: 3.1259, grad_norm: 1.7287 2021-01-19 19:27:11,563 - mmaction - INFO - Epoch [29][200/2147] lr: 1.638e-01, eta: 9 days, 12:11:19, time: 1.446, data_time: 0.002, memory: 16628, top1_acc: 0.3085, top5_acc: 0.5656, loss_cls: 3.1953, loss: 3.1953, grad_norm: 1.7177 2021-01-19 19:27:42,023 - mmaction - INFO - Epoch [29][220/2147] lr: 1.638e-01, eta: 9 days, 12:10:20, time: 1.521, data_time: 0.003, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5513, loss_cls: 3.1967, loss: 3.1967, grad_norm: 1.7424 2021-01-19 19:28:15,567 - mmaction - INFO - Epoch [29][240/2147] lr: 1.639e-01, eta: 9 days, 12:09:46, time: 1.679, data_time: 0.005, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5652, loss_cls: 3.1468, loss: 3.1468, grad_norm: 1.6905 2021-01-19 19:28:45,797 - mmaction - INFO - Epoch [29][260/2147] lr: 1.639e-01, eta: 9 days, 12:08:45, time: 1.510, data_time: 0.006, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5929, loss_cls: 3.0860, loss: 3.0860, grad_norm: 1.7223 2021-01-19 19:29:14,530 - mmaction - INFO - Epoch [29][280/2147] lr: 1.640e-01, eta: 9 days, 12:07:33, time: 1.437, data_time: 0.004, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5679, loss_cls: 3.1483, loss: 3.1483, grad_norm: 1.7140 2021-01-19 19:29:43,374 - mmaction - INFO - Epoch [29][300/2147] lr: 1.640e-01, eta: 9 days, 12:06:21, time: 1.445, data_time: 0.011, memory: 16628, top1_acc: 0.2830, top5_acc: 0.5482, loss_cls: 3.2651, loss: 3.2651, grad_norm: 1.7153 2021-01-19 19:30:14,794 - mmaction - INFO - Epoch [29][320/2147] lr: 1.641e-01, eta: 9 days, 12:05:30, time: 1.570, data_time: 0.018, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5777, loss_cls: 3.1318, loss: 3.1318, grad_norm: 1.6987 2021-01-19 19:30:44,484 - mmaction - INFO - Epoch [29][340/2147] lr: 1.641e-01, eta: 9 days, 12:04:24, time: 1.480, data_time: 0.003, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5638, loss_cls: 3.1525, loss: 3.1525, grad_norm: 1.7563 2021-01-19 19:31:15,301 - mmaction - INFO - Epoch [29][360/2147] lr: 1.642e-01, eta: 9 days, 12:03:29, time: 1.545, data_time: 0.012, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5504, loss_cls: 3.2103, loss: 3.2103, grad_norm: 1.7199 2021-01-19 19:31:47,070 - mmaction - INFO - Epoch [29][380/2147] lr: 1.642e-01, eta: 9 days, 12:02:41, time: 1.586, data_time: 0.004, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5558, loss_cls: 3.1978, loss: 3.1978, grad_norm: 1.6939 2021-01-19 19:32:21,743 - mmaction - INFO - Epoch [29][400/2147] lr: 1.643e-01, eta: 9 days, 12:02:14, time: 1.721, data_time: 0.016, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5665, loss_cls: 3.1856, loss: 3.1856, grad_norm: 1.6726 2021-01-19 19:32:51,683 - mmaction - INFO - Epoch [29][420/2147] lr: 1.643e-01, eta: 9 days, 12:01:13, time: 1.510, data_time: 0.019, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5647, loss_cls: 3.1144, loss: 3.1144, grad_norm: 1.7085 2021-01-19 19:33:25,450 - mmaction - INFO - Epoch [29][440/2147] lr: 1.644e-01, eta: 9 days, 12:00:41, time: 1.689, data_time: 0.004, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5830, loss_cls: 3.0591, loss: 3.0591, grad_norm: 1.7615 2021-01-19 19:33:55,880 - mmaction - INFO - Epoch [29][460/2147] lr: 1.644e-01, eta: 9 days, 11:59:42, time: 1.516, data_time: 0.010, memory: 16628, top1_acc: 0.2991, top5_acc: 0.5634, loss_cls: 3.2082, loss: 3.2082, grad_norm: 1.7542 2021-01-19 19:34:26,355 - mmaction - INFO - Epoch [29][480/2147] lr: 1.645e-01, eta: 9 days, 11:58:44, time: 1.531, data_time: 0.025, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5545, loss_cls: 3.2193, loss: 3.2193, grad_norm: 1.6882 2021-01-19 19:34:56,271 - mmaction - INFO - Epoch [29][500/2147] lr: 1.645e-01, eta: 9 days, 11:57:41, time: 1.496, data_time: 0.007, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5696, loss_cls: 3.1925, loss: 3.1925, grad_norm: 1.7623 2021-01-19 19:35:26,765 - mmaction - INFO - Epoch [29][520/2147] lr: 1.646e-01, eta: 9 days, 11:56:42, time: 1.521, data_time: 0.002, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5518, loss_cls: 3.2311, loss: 3.2311, grad_norm: 1.6829 2021-01-19 19:35:55,822 - mmaction - INFO - Epoch [29][540/2147] lr: 1.646e-01, eta: 9 days, 11:55:33, time: 1.454, data_time: 0.011, memory: 16628, top1_acc: 0.2951, top5_acc: 0.5433, loss_cls: 3.2404, loss: 3.2404, grad_norm: 1.7538 2021-01-19 19:36:24,972 - mmaction - INFO - Epoch [29][560/2147] lr: 1.647e-01, eta: 9 days, 11:54:24, time: 1.459, data_time: 0.008, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5853, loss_cls: 3.1070, loss: 3.1070, grad_norm: 1.7230 2021-01-19 19:36:58,012 - mmaction - INFO - Epoch [29][580/2147] lr: 1.647e-01, eta: 9 days, 11:53:46, time: 1.653, data_time: 0.008, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5710, loss_cls: 3.1650, loss: 3.1650, grad_norm: 1.7617 2021-01-19 19:37:27,170 - mmaction - INFO - Epoch [29][600/2147] lr: 1.648e-01, eta: 9 days, 11:52:36, time: 1.453, data_time: 0.009, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5741, loss_cls: 3.1610, loss: 3.1610, grad_norm: 1.7840 2021-01-19 19:37:57,577 - mmaction - INFO - Epoch [29][620/2147] lr: 1.648e-01, eta: 9 days, 11:51:38, time: 1.523, data_time: 0.009, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5580, loss_cls: 3.1723, loss: 3.1723, grad_norm: 1.7657 2021-01-19 19:38:28,707 - mmaction - INFO - Epoch [29][640/2147] lr: 1.648e-01, eta: 9 days, 11:50:43, time: 1.547, data_time: 0.012, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5527, loss_cls: 3.1913, loss: 3.1913, grad_norm: 1.7295 2021-01-19 19:38:59,006 - mmaction - INFO - Epoch [29][660/2147] lr: 1.649e-01, eta: 9 days, 11:49:45, time: 1.522, data_time: 0.019, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5580, loss_cls: 3.1798, loss: 3.1798, grad_norm: 1.7217 2021-01-19 19:39:29,149 - mmaction - INFO - Epoch [29][680/2147] lr: 1.649e-01, eta: 9 days, 11:48:44, time: 1.508, data_time: 0.010, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5567, loss_cls: 3.1776, loss: 3.1776, grad_norm: 1.6989 2021-01-19 19:39:57,959 - mmaction - INFO - Epoch [29][700/2147] lr: 1.650e-01, eta: 9 days, 11:47:32, time: 1.442, data_time: 0.010, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5527, loss_cls: 3.2042, loss: 3.2042, grad_norm: 1.7068 2021-01-19 19:40:27,594 - mmaction - INFO - Epoch [29][720/2147] lr: 1.650e-01, eta: 9 days, 11:46:27, time: 1.480, data_time: 0.004, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5728, loss_cls: 3.1531, loss: 3.1531, grad_norm: 1.7048 2021-01-19 19:41:00,814 - mmaction - INFO - Epoch [29][740/2147] lr: 1.651e-01, eta: 9 days, 11:45:51, time: 1.665, data_time: 0.014, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5719, loss_cls: 3.1636, loss: 3.1636, grad_norm: 1.7479 2021-01-19 19:41:33,338 - mmaction - INFO - Epoch [29][760/2147] lr: 1.651e-01, eta: 9 days, 11:45:00, time: 1.569, data_time: 0.003, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5531, loss_cls: 3.2589, loss: 3.2589, grad_norm: 1.7020 2021-01-19 19:42:03,404 - mmaction - INFO - Epoch [29][780/2147] lr: 1.652e-01, eta: 9 days, 11:44:08, time: 1.559, data_time: 0.063, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5607, loss_cls: 3.2376, loss: 3.2376, grad_norm: 1.7676 2021-01-19 19:42:37,369 - mmaction - INFO - Epoch [29][800/2147] lr: 1.652e-01, eta: 9 days, 11:43:37, time: 1.692, data_time: 0.010, memory: 16628, top1_acc: 0.3000, top5_acc: 0.5710, loss_cls: 3.1962, loss: 3.1962, grad_norm: 1.7338 2021-01-19 19:43:06,217 - mmaction - INFO - Epoch [29][820/2147] lr: 1.653e-01, eta: 9 days, 11:42:26, time: 1.447, data_time: 0.010, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5531, loss_cls: 3.2040, loss: 3.2040, grad_norm: 1.7668 2021-01-19 19:43:39,583 - mmaction - INFO - Epoch [29][840/2147] lr: 1.653e-01, eta: 9 days, 11:41:51, time: 1.667, data_time: 0.009, memory: 16628, top1_acc: 0.3063, top5_acc: 0.5536, loss_cls: 3.2062, loss: 3.2062, grad_norm: 1.7874 2021-01-19 19:44:09,094 - mmaction - INFO - Epoch [29][860/2147] lr: 1.654e-01, eta: 9 days, 11:40:46, time: 1.481, data_time: 0.011, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5656, loss_cls: 3.1549, loss: 3.1549, grad_norm: 1.7581 2021-01-19 19:44:40,980 - mmaction - INFO - Epoch [29][880/2147] lr: 1.654e-01, eta: 9 days, 11:39:58, time: 1.586, data_time: 0.002, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5522, loss_cls: 3.2432, loss: 3.2432, grad_norm: 1.6897 2021-01-19 19:45:10,969 - mmaction - INFO - Epoch [29][900/2147] lr: 1.655e-01, eta: 9 days, 11:38:57, time: 1.508, data_time: 0.015, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5746, loss_cls: 3.1425, loss: 3.1425, grad_norm: 1.7269 2021-01-19 19:45:40,053 - mmaction - INFO - Epoch [29][920/2147] lr: 1.655e-01, eta: 9 days, 11:37:47, time: 1.453, data_time: 0.002, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5763, loss_cls: 3.1200, loss: 3.1200, grad_norm: 1.7342 2021-01-19 19:46:11,190 - mmaction - INFO - Epoch [29][940/2147] lr: 1.656e-01, eta: 9 days, 11:36:55, time: 1.556, data_time: 0.006, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5665, loss_cls: 3.1683, loss: 3.1683, grad_norm: 1.7158 2021-01-19 19:46:43,911 - mmaction - INFO - Epoch [29][960/2147] lr: 1.656e-01, eta: 9 days, 11:36:08, time: 1.596, data_time: 0.005, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5781, loss_cls: 3.1440, loss: 3.1440, grad_norm: 1.7429 2021-01-19 19:47:12,897 - mmaction - INFO - Epoch [29][980/2147] lr: 1.657e-01, eta: 9 days, 11:35:04, time: 1.489, data_time: 0.049, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5741, loss_cls: 3.2006, loss: 3.2006, grad_norm: 1.7273 2021-01-19 19:47:44,849 - mmaction - INFO - Epoch [29][1000/2147] lr: 1.657e-01, eta: 9 days, 11:34:19, time: 1.600, data_time: 0.007, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5719, loss_cls: 3.1707, loss: 3.1707, grad_norm: 1.7553 2021-01-19 19:48:15,128 - mmaction - INFO - Epoch [29][1020/2147] lr: 1.658e-01, eta: 9 days, 11:33:19, time: 1.512, data_time: 0.005, memory: 16628, top1_acc: 0.2978, top5_acc: 0.5536, loss_cls: 3.2858, loss: 3.2858, grad_norm: 1.7227 2021-01-19 19:48:47,183 - mmaction - INFO - Epoch [29][1040/2147] lr: 1.658e-01, eta: 9 days, 11:32:33, time: 1.598, data_time: 0.010, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5549, loss_cls: 3.1779, loss: 3.1779, grad_norm: 1.7109 2021-01-19 19:49:19,467 - mmaction - INFO - Epoch [29][1060/2147] lr: 1.659e-01, eta: 9 days, 11:31:49, time: 1.613, data_time: 0.010, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5598, loss_cls: 3.1601, loss: 3.1601, grad_norm: 1.7124 2021-01-19 19:49:48,095 - mmaction - INFO - Epoch [29][1080/2147] lr: 1.659e-01, eta: 9 days, 11:30:37, time: 1.439, data_time: 0.010, memory: 16628, top1_acc: 0.2929, top5_acc: 0.5545, loss_cls: 3.1962, loss: 3.1962, grad_norm: 1.7368 2021-01-19 19:50:16,978 - mmaction - INFO - Epoch [29][1100/2147] lr: 1.659e-01, eta: 9 days, 11:29:26, time: 1.442, data_time: 0.005, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5558, loss_cls: 3.2364, loss: 3.2364, grad_norm: 1.7032 2021-01-19 19:50:46,612 - mmaction - INFO - Epoch [29][1120/2147] lr: 1.660e-01, eta: 9 days, 11:28:21, time: 1.480, data_time: 0.007, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5616, loss_cls: 3.1915, loss: 3.1915, grad_norm: 1.7173 2021-01-19 19:51:16,124 - mmaction - INFO - Epoch [29][1140/2147] lr: 1.660e-01, eta: 9 days, 11:27:16, time: 1.479, data_time: 0.006, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5629, loss_cls: 3.1913, loss: 3.1913, grad_norm: 1.7061 2021-01-19 19:51:53,869 - mmaction - INFO - Epoch [29][1160/2147] lr: 1.661e-01, eta: 9 days, 11:27:15, time: 1.880, data_time: 0.002, memory: 16628, top1_acc: 0.3250, top5_acc: 0.5701, loss_cls: 3.1639, loss: 3.1639, grad_norm: 1.6840 2021-01-19 19:52:25,173 - mmaction - INFO - Epoch [29][1180/2147] lr: 1.661e-01, eta: 9 days, 11:26:24, time: 1.567, data_time: 0.011, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5469, loss_cls: 3.2413, loss: 3.2413, grad_norm: 1.7131 2021-01-19 19:52:54,649 - mmaction - INFO - Epoch [29][1200/2147] lr: 1.662e-01, eta: 9 days, 11:25:19, time: 1.478, data_time: 0.008, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5705, loss_cls: 3.1412, loss: 3.1412, grad_norm: 1.7030 2021-01-19 19:53:27,237 - mmaction - INFO - Epoch [29][1220/2147] lr: 1.662e-01, eta: 9 days, 11:24:36, time: 1.620, data_time: 0.005, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5835, loss_cls: 3.1451, loss: 3.1451, grad_norm: 1.6928 2021-01-19 19:53:56,982 - mmaction - INFO - Epoch [29][1240/2147] lr: 1.663e-01, eta: 9 days, 11:23:33, time: 1.491, data_time: 0.024, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5728, loss_cls: 3.1500, loss: 3.1500, grad_norm: 1.7223 2021-01-19 19:54:28,827 - mmaction - INFO - Epoch [29][1260/2147] lr: 1.663e-01, eta: 9 days, 11:22:45, time: 1.583, data_time: 0.011, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5634, loss_cls: 3.1750, loss: 3.1750, grad_norm: 1.7649 2021-01-19 19:55:03,655 - mmaction - INFO - Epoch [29][1280/2147] lr: 1.664e-01, eta: 9 days, 11:22:24, time: 1.754, data_time: 0.020, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5540, loss_cls: 3.2194, loss: 3.2194, grad_norm: 1.7461 2021-01-19 19:55:32,477 - mmaction - INFO - Epoch [29][1300/2147] lr: 1.664e-01, eta: 9 days, 11:21:13, time: 1.440, data_time: 0.012, memory: 16628, top1_acc: 0.2875, top5_acc: 0.5737, loss_cls: 3.1713, loss: 3.1713, grad_norm: 1.7245 2021-01-19 19:56:01,597 - mmaction - INFO - Epoch [29][1320/2147] lr: 1.665e-01, eta: 9 days, 11:20:04, time: 1.454, data_time: 0.007, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5777, loss_cls: 3.1336, loss: 3.1336, grad_norm: 1.7226 2021-01-19 19:56:30,952 - mmaction - INFO - Epoch [29][1340/2147] lr: 1.665e-01, eta: 9 days, 11:18:58, time: 1.473, data_time: 0.012, memory: 16628, top1_acc: 0.2964, top5_acc: 0.5478, loss_cls: 3.2248, loss: 3.2248, grad_norm: 1.7695 2021-01-19 19:57:01,787 - mmaction - INFO - Epoch [29][1360/2147] lr: 1.666e-01, eta: 9 days, 11:18:03, time: 1.540, data_time: 0.005, memory: 16628, top1_acc: 0.2911, top5_acc: 0.5437, loss_cls: 3.3074, loss: 3.3074, grad_norm: 1.7272 2021-01-19 19:57:34,460 - mmaction - INFO - Epoch [29][1380/2147] lr: 1.666e-01, eta: 9 days, 11:17:22, time: 1.629, data_time: 0.004, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5464, loss_cls: 3.2238, loss: 3.2238, grad_norm: 1.7275 2021-01-19 19:58:05,336 - mmaction - INFO - Epoch [29][1400/2147] lr: 1.667e-01, eta: 9 days, 11:16:27, time: 1.542, data_time: 0.008, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5576, loss_cls: 3.2041, loss: 3.2041, grad_norm: 1.6658 2021-01-19 19:58:37,017 - mmaction - INFO - Epoch [29][1420/2147] lr: 1.667e-01, eta: 9 days, 11:15:39, time: 1.582, data_time: 0.016, memory: 16628, top1_acc: 0.2897, top5_acc: 0.5545, loss_cls: 3.2638, loss: 3.2638, grad_norm: 1.7342 2021-01-19 19:59:07,236 - mmaction - INFO - Epoch [29][1440/2147] lr: 1.668e-01, eta: 9 days, 11:14:40, time: 1.515, data_time: 0.011, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5772, loss_cls: 3.1590, loss: 3.1590, grad_norm: 1.7396 2021-01-19 19:59:35,693 - mmaction - INFO - Epoch [29][1460/2147] lr: 1.668e-01, eta: 9 days, 11:13:27, time: 1.428, data_time: 0.008, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5491, loss_cls: 3.2063, loss: 3.2063, grad_norm: 1.7453 2021-01-19 20:00:05,345 - mmaction - INFO - Epoch [29][1480/2147] lr: 1.669e-01, eta: 9 days, 11:12:22, time: 1.481, data_time: 0.002, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5603, loss_cls: 3.2427, loss: 3.2427, grad_norm: 1.6990 2021-01-19 20:00:40,877 - mmaction - INFO - Epoch [29][1500/2147] lr: 1.669e-01, eta: 9 days, 11:12:04, time: 1.774, data_time: 0.005, memory: 16628, top1_acc: 0.2973, top5_acc: 0.5603, loss_cls: 3.2225, loss: 3.2225, grad_norm: 1.7929 2021-01-19 20:01:10,490 - mmaction - INFO - Epoch [29][1520/2147] lr: 1.670e-01, eta: 9 days, 11:11:00, time: 1.481, data_time: 0.008, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5692, loss_cls: 3.2156, loss: 3.2156, grad_norm: 1.7155 2021-01-19 20:01:41,829 - mmaction - INFO - Epoch [29][1540/2147] lr: 1.670e-01, eta: 9 days, 11:10:10, time: 1.571, data_time: 0.007, memory: 16628, top1_acc: 0.3013, top5_acc: 0.5429, loss_cls: 3.2303, loss: 3.2303, grad_norm: 1.7345 2021-01-19 20:02:13,949 - mmaction - INFO - Epoch [29][1560/2147] lr: 1.670e-01, eta: 9 days, 11:09:25, time: 1.606, data_time: 0.045, memory: 16628, top1_acc: 0.3062, top5_acc: 0.5469, loss_cls: 3.2059, loss: 3.2059, grad_norm: 1.7407 2021-01-19 20:02:44,435 - mmaction - INFO - Epoch [29][1580/2147] lr: 1.671e-01, eta: 9 days, 11:08:27, time: 1.519, data_time: 0.004, memory: 16628, top1_acc: 0.2982, top5_acc: 0.5571, loss_cls: 3.2389, loss: 3.2389, grad_norm: 1.7224 2021-01-19 20:03:19,429 - mmaction - INFO - Epoch [29][1600/2147] lr: 1.671e-01, eta: 9 days, 11:08:05, time: 1.754, data_time: 0.016, memory: 16628, top1_acc: 0.2982, top5_acc: 0.5433, loss_cls: 3.2923, loss: 3.2923, grad_norm: 1.7093 2021-01-19 20:03:50,825 - mmaction - INFO - Epoch [29][1620/2147] lr: 1.672e-01, eta: 9 days, 11:07:15, time: 1.570, data_time: 0.004, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5527, loss_cls: 3.2618, loss: 3.2618, grad_norm: 1.7073 2021-01-19 20:04:27,370 - mmaction - INFO - Epoch [29][1640/2147] lr: 1.672e-01, eta: 9 days, 11:07:05, time: 1.821, data_time: 0.004, memory: 16628, top1_acc: 0.2920, top5_acc: 0.5513, loss_cls: 3.2318, loss: 3.2318, grad_norm: 1.7062 2021-01-19 20:04:57,403 - mmaction - INFO - Epoch [29][1660/2147] lr: 1.673e-01, eta: 9 days, 11:06:05, time: 1.508, data_time: 0.015, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5701, loss_cls: 3.2427, loss: 3.2427, grad_norm: 1.7948 2021-01-19 20:05:29,365 - mmaction - INFO - Epoch [29][1680/2147] lr: 1.673e-01, eta: 9 days, 11:05:18, time: 1.596, data_time: 0.007, memory: 16628, top1_acc: 0.2978, top5_acc: 0.5531, loss_cls: 3.2423, loss: 3.2423, grad_norm: 1.7045 2021-01-19 20:05:58,773 - mmaction - INFO - Epoch [29][1700/2147] lr: 1.674e-01, eta: 9 days, 11:04:13, time: 1.473, data_time: 0.007, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5683, loss_cls: 3.2017, loss: 3.2017, grad_norm: 1.7217 2021-01-19 20:06:29,801 - mmaction - INFO - Epoch [29][1720/2147] lr: 1.674e-01, eta: 9 days, 11:03:20, time: 1.549, data_time: 0.005, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5656, loss_cls: 3.1725, loss: 3.1725, grad_norm: 1.7373 2021-01-19 20:07:04,043 - mmaction - INFO - Epoch [29][1740/2147] lr: 1.675e-01, eta: 9 days, 11:02:52, time: 1.712, data_time: 0.009, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5571, loss_cls: 3.1931, loss: 3.1931, grad_norm: 1.7045 2021-01-19 20:07:35,176 - mmaction - INFO - Epoch [29][1760/2147] lr: 1.675e-01, eta: 9 days, 11:02:00, time: 1.559, data_time: 0.005, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5656, loss_cls: 3.1811, loss: 3.1811, grad_norm: 1.6667 2021-01-19 20:08:08,008 - mmaction - INFO - Epoch [29][1780/2147] lr: 1.676e-01, eta: 9 days, 11:01:20, time: 1.638, data_time: 0.002, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5638, loss_cls: 3.1949, loss: 3.1949, grad_norm: 1.6946 2021-01-19 20:08:40,315 - mmaction - INFO - Epoch [29][1800/2147] lr: 1.676e-01, eta: 9 days, 11:00:38, time: 1.617, data_time: 0.010, memory: 16628, top1_acc: 0.3000, top5_acc: 0.5513, loss_cls: 3.2590, loss: 3.2590, grad_norm: 1.7166 2021-01-19 20:09:10,343 - mmaction - INFO - Epoch [29][1820/2147] lr: 1.677e-01, eta: 9 days, 10:59:37, time: 1.503, data_time: 0.007, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5571, loss_cls: 3.1961, loss: 3.1961, grad_norm: 1.7196 2021-01-19 20:09:41,396 - mmaction - INFO - Epoch [29][1840/2147] lr: 1.677e-01, eta: 9 days, 10:58:44, time: 1.552, data_time: 0.007, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5442, loss_cls: 3.3177, loss: 3.3177, grad_norm: 1.7506 2021-01-19 20:10:10,712 - mmaction - INFO - Epoch [29][1860/2147] lr: 1.678e-01, eta: 9 days, 10:57:37, time: 1.465, data_time: 0.005, memory: 16628, top1_acc: 0.2857, top5_acc: 0.5232, loss_cls: 3.3203, loss: 3.3203, grad_norm: 1.7026 2021-01-19 20:10:40,534 - mmaction - INFO - Epoch [29][1880/2147] lr: 1.678e-01, eta: 9 days, 10:56:35, time: 1.492, data_time: 0.006, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5647, loss_cls: 3.1845, loss: 3.1845, grad_norm: 1.6644 2021-01-19 20:11:12,270 - mmaction - INFO - Epoch [29][1900/2147] lr: 1.679e-01, eta: 9 days, 10:55:48, time: 1.589, data_time: 0.007, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5763, loss_cls: 3.1295, loss: 3.1295, grad_norm: 1.6867 2021-01-19 20:11:44,270 - mmaction - INFO - Epoch [29][1920/2147] lr: 1.679e-01, eta: 9 days, 10:54:52, time: 1.532, data_time: 0.067, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5612, loss_cls: 3.1646, loss: 3.1646, grad_norm: 1.6750 2021-01-19 20:12:16,320 - mmaction - INFO - Epoch [29][1940/2147] lr: 1.680e-01, eta: 9 days, 10:54:17, time: 1.668, data_time: 0.152, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5545, loss_cls: 3.1895, loss: 3.1895, grad_norm: 1.7091 2021-01-19 20:12:47,190 - mmaction - INFO - Epoch [29][1960/2147] lr: 1.680e-01, eta: 9 days, 10:53:23, time: 1.542, data_time: 0.004, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5540, loss_cls: 3.2418, loss: 3.2418, grad_norm: 1.7228 2021-01-19 20:13:18,710 - mmaction - INFO - Epoch [29][1980/2147] lr: 1.681e-01, eta: 9 days, 10:52:34, time: 1.578, data_time: 0.007, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5710, loss_cls: 3.1722, loss: 3.1722, grad_norm: 1.7084 2021-01-19 20:13:53,510 - mmaction - INFO - Epoch [29][2000/2147] lr: 1.681e-01, eta: 9 days, 10:52:10, time: 1.739, data_time: 0.004, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5705, loss_cls: 3.1776, loss: 3.1776, grad_norm: 1.7429 2021-01-19 20:14:22,372 - mmaction - INFO - Epoch [29][2020/2147] lr: 1.682e-01, eta: 9 days, 10:51:00, time: 1.438, data_time: 0.005, memory: 16628, top1_acc: 0.2960, top5_acc: 0.5580, loss_cls: 3.2288, loss: 3.2288, grad_norm: 1.7230 2021-01-19 20:14:53,481 - mmaction - INFO - Epoch [29][2040/2147] lr: 1.682e-01, eta: 9 days, 10:50:08, time: 1.561, data_time: 0.010, memory: 16628, top1_acc: 0.2929, top5_acc: 0.5603, loss_cls: 3.2375, loss: 3.2375, grad_norm: 1.6847 2021-01-19 20:15:23,305 - mmaction - INFO - Epoch [29][2060/2147] lr: 1.682e-01, eta: 9 days, 10:49:06, time: 1.490, data_time: 0.009, memory: 16628, top1_acc: 0.2978, top5_acc: 0.5638, loss_cls: 3.1754, loss: 3.1754, grad_norm: 1.6968 2021-01-19 20:15:57,971 - mmaction - INFO - Epoch [29][2080/2147] lr: 1.683e-01, eta: 9 days, 10:48:41, time: 1.729, data_time: 0.012, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5513, loss_cls: 3.2677, loss: 3.2677, grad_norm: 1.6554 2021-01-19 20:16:28,795 - mmaction - INFO - Epoch [29][2100/2147] lr: 1.683e-01, eta: 9 days, 10:47:47, time: 1.548, data_time: 0.026, memory: 16628, top1_acc: 0.2946, top5_acc: 0.5616, loss_cls: 3.2189, loss: 3.2189, grad_norm: 1.7369 2021-01-19 20:16:59,896 - mmaction - INFO - Epoch [29][2120/2147] lr: 1.684e-01, eta: 9 days, 10:46:54, time: 1.548, data_time: 0.004, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5549, loss_cls: 3.1663, loss: 3.1663, grad_norm: 1.6952 2021-01-19 20:17:28,867 - mmaction - INFO - Epoch [29][2140/2147] lr: 1.684e-01, eta: 9 days, 10:45:46, time: 1.456, data_time: 0.012, memory: 16628, top1_acc: 0.2982, top5_acc: 0.5585, loss_cls: 3.2548, loss: 3.2548, grad_norm: 1.7389 2021-01-19 20:23:18,563 - mmaction - INFO - Epoch [30][20/2147] lr: 1.681e-01, eta: 9 days, 11:20:54, time: 16.021, data_time: 14.207, memory: 16628, top1_acc: 0.2969, top5_acc: 0.5710, loss_cls: 3.1820, loss: 3.1820, grad_norm: 1.7269 2021-01-19 20:23:47,849 - mmaction - INFO - Epoch [30][40/2147] lr: 1.682e-01, eta: 9 days, 11:19:47, time: 1.468, data_time: 0.012, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5621, loss_cls: 3.1458, loss: 3.1458, grad_norm: 1.6637 2021-01-19 20:24:18,046 - mmaction - INFO - Epoch [30][60/2147] lr: 1.682e-01, eta: 9 days, 11:18:47, time: 1.510, data_time: 0.005, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5714, loss_cls: 3.1784, loss: 3.1784, grad_norm: 1.7102 2021-01-19 20:24:47,273 - mmaction - INFO - Epoch [30][80/2147] lr: 1.683e-01, eta: 9 days, 11:17:40, time: 1.461, data_time: 0.005, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5670, loss_cls: 3.1688, loss: 3.1688, grad_norm: 1.7254 2021-01-19 20:25:16,304 - mmaction - INFO - Epoch [30][100/2147] lr: 1.683e-01, eta: 9 days, 11:16:31, time: 1.452, data_time: 0.003, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5478, loss_cls: 3.2559, loss: 3.2559, grad_norm: 1.7763 2021-01-19 20:25:45,179 - mmaction - INFO - Epoch [30][120/2147] lr: 1.684e-01, eta: 9 days, 11:15:20, time: 1.442, data_time: 0.001, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5621, loss_cls: 3.1586, loss: 3.1586, grad_norm: 1.6617 2021-01-19 20:26:16,596 - mmaction - INFO - Epoch [30][140/2147] lr: 1.684e-01, eta: 9 days, 11:14:29, time: 1.567, data_time: 0.004, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5652, loss_cls: 3.1956, loss: 3.1956, grad_norm: 1.7198 2021-01-19 20:26:45,398 - mmaction - INFO - Epoch [30][160/2147] lr: 1.685e-01, eta: 9 days, 11:13:18, time: 1.444, data_time: 0.009, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5759, loss_cls: 3.1448, loss: 3.1448, grad_norm: 1.6770 2021-01-19 20:27:17,462 - mmaction - INFO - Epoch [30][180/2147] lr: 1.685e-01, eta: 9 days, 11:12:33, time: 1.604, data_time: 0.034, memory: 16628, top1_acc: 0.3004, top5_acc: 0.5705, loss_cls: 3.1670, loss: 3.1670, grad_norm: 1.7376 2021-01-19 20:27:46,472 - mmaction - INFO - Epoch [30][200/2147] lr: 1.686e-01, eta: 9 days, 11:11:24, time: 1.451, data_time: 0.003, memory: 16628, top1_acc: 0.2839, top5_acc: 0.5415, loss_cls: 3.3143, loss: 3.3143, grad_norm: 1.6885 2021-01-19 20:28:15,130 - mmaction - INFO - Epoch [30][220/2147] lr: 1.686e-01, eta: 9 days, 11:10:12, time: 1.433, data_time: 0.004, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5558, loss_cls: 3.1816, loss: 3.1816, grad_norm: 1.6367 2021-01-19 20:28:44,520 - mmaction - INFO - Epoch [30][240/2147] lr: 1.687e-01, eta: 9 days, 11:09:06, time: 1.468, data_time: 0.004, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5598, loss_cls: 3.1875, loss: 3.1875, grad_norm: 1.7139 2021-01-19 20:29:18,279 - mmaction - INFO - Epoch [30][260/2147] lr: 1.687e-01, eta: 9 days, 11:08:33, time: 1.686, data_time: 0.008, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5656, loss_cls: 3.1551, loss: 3.1551, grad_norm: 1.7090 2021-01-19 20:29:47,102 - mmaction - INFO - Epoch [30][280/2147] lr: 1.688e-01, eta: 9 days, 11:07:23, time: 1.445, data_time: 0.014, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5754, loss_cls: 3.1904, loss: 3.1904, grad_norm: 1.7331 2021-01-19 20:30:18,909 - mmaction - INFO - Epoch [30][300/2147] lr: 1.688e-01, eta: 9 days, 11:06:35, time: 1.586, data_time: 0.002, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5554, loss_cls: 3.2348, loss: 3.2348, grad_norm: 1.7246 2021-01-19 20:30:49,785 - mmaction - INFO - Epoch [30][320/2147] lr: 1.689e-01, eta: 9 days, 11:05:41, time: 1.547, data_time: 0.012, memory: 16628, top1_acc: 0.2937, top5_acc: 0.5661, loss_cls: 3.1780, loss: 3.1780, grad_norm: 1.6924 2021-01-19 20:31:22,106 - mmaction - INFO - Epoch [30][340/2147] lr: 1.689e-01, eta: 9 days, 11:04:57, time: 1.612, data_time: 0.003, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5665, loss_cls: 3.2091, loss: 3.2091, grad_norm: 1.6991 2021-01-19 20:31:55,223 - mmaction - INFO - Epoch [30][360/2147] lr: 1.690e-01, eta: 9 days, 11:04:21, time: 1.661, data_time: 0.008, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5545, loss_cls: 3.2046, loss: 3.2046, grad_norm: 1.6960 2021-01-19 20:32:27,531 - mmaction - INFO - Epoch [30][380/2147] lr: 1.690e-01, eta: 9 days, 11:03:37, time: 1.616, data_time: 0.005, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5518, loss_cls: 3.2610, loss: 3.2610, grad_norm: 1.6972 2021-01-19 20:32:57,048 - mmaction - INFO - Epoch [30][400/2147] lr: 1.690e-01, eta: 9 days, 11:02:32, time: 1.476, data_time: 0.004, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5741, loss_cls: 3.1248, loss: 3.1248, grad_norm: 1.6461 2021-01-19 20:33:27,190 - mmaction - INFO - Epoch [30][420/2147] lr: 1.691e-01, eta: 9 days, 11:01:30, time: 1.495, data_time: 0.002, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5629, loss_cls: 3.1772, loss: 3.1772, grad_norm: 1.7273 2021-01-19 20:33:58,600 - mmaction - INFO - Epoch [30][440/2147] lr: 1.691e-01, eta: 9 days, 11:00:42, time: 1.581, data_time: 0.014, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5567, loss_cls: 3.2275, loss: 3.2275, grad_norm: 1.7272 2021-01-19 20:34:31,273 - mmaction - INFO - Epoch [30][460/2147] lr: 1.692e-01, eta: 9 days, 11:00:00, time: 1.629, data_time: 0.004, memory: 16628, top1_acc: 0.2991, top5_acc: 0.5705, loss_cls: 3.1741, loss: 3.1741, grad_norm: 1.7351 2021-01-19 20:35:05,210 - mmaction - INFO - Epoch [30][480/2147] lr: 1.692e-01, eta: 9 days, 10:59:29, time: 1.695, data_time: 0.019, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5683, loss_cls: 3.1614, loss: 3.1614, grad_norm: 1.7209 2021-01-19 20:35:38,713 - mmaction - INFO - Epoch [30][500/2147] lr: 1.693e-01, eta: 9 days, 10:58:56, time: 1.677, data_time: 0.016, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5643, loss_cls: 3.1634, loss: 3.1634, grad_norm: 1.7013 2021-01-19 20:36:08,637 - mmaction - INFO - Epoch [30][520/2147] lr: 1.693e-01, eta: 9 days, 10:57:54, time: 1.500, data_time: 0.008, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5687, loss_cls: 3.1340, loss: 3.1340, grad_norm: 1.6940 2021-01-19 20:36:43,374 - mmaction - INFO - Epoch [30][540/2147] lr: 1.694e-01, eta: 9 days, 10:57:15, time: 1.639, data_time: 0.003, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5585, loss_cls: 3.1932, loss: 3.1932, grad_norm: 1.7388 2021-01-19 20:37:18,070 - mmaction - INFO - Epoch [30][560/2147] lr: 1.694e-01, eta: 9 days, 10:57:05, time: 1.830, data_time: 0.104, memory: 16628, top1_acc: 0.2933, top5_acc: 0.5473, loss_cls: 3.2726, loss: 3.2726, grad_norm: 1.6811 2021-01-19 20:37:49,251 - mmaction - INFO - Epoch [30][580/2147] lr: 1.695e-01, eta: 9 days, 10:56:13, time: 1.561, data_time: 0.007, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5754, loss_cls: 3.1207, loss: 3.1207, grad_norm: 1.6883 2021-01-19 20:38:19,995 - mmaction - INFO - Epoch [30][600/2147] lr: 1.695e-01, eta: 9 days, 10:55:18, time: 1.540, data_time: 0.005, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5701, loss_cls: 3.1113, loss: 3.1113, grad_norm: 1.7008 2021-01-19 20:38:50,876 - mmaction - INFO - Epoch [30][620/2147] lr: 1.696e-01, eta: 9 days, 10:54:23, time: 1.542, data_time: 0.001, memory: 16628, top1_acc: 0.3321, top5_acc: 0.5719, loss_cls: 3.1094, loss: 3.1094, grad_norm: 1.6946 2021-01-19 20:39:22,628 - mmaction - INFO - Epoch [30][640/2147] lr: 1.696e-01, eta: 9 days, 10:53:35, time: 1.584, data_time: 0.004, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5598, loss_cls: 3.2208, loss: 3.2208, grad_norm: 1.7345 2021-01-19 20:39:51,357 - mmaction - INFO - Epoch [30][660/2147] lr: 1.697e-01, eta: 9 days, 10:52:25, time: 1.442, data_time: 0.011, memory: 16628, top1_acc: 0.2978, top5_acc: 0.5518, loss_cls: 3.2401, loss: 3.2401, grad_norm: 1.7129 2021-01-19 20:40:20,340 - mmaction - INFO - Epoch [30][680/2147] lr: 1.697e-01, eta: 9 days, 10:51:15, time: 1.446, data_time: 0.001, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5558, loss_cls: 3.1827, loss: 3.1827, grad_norm: 1.6706 2021-01-19 20:40:49,713 - mmaction - INFO - Epoch [30][700/2147] lr: 1.698e-01, eta: 9 days, 10:50:08, time: 1.459, data_time: 0.006, memory: 16628, top1_acc: 0.2871, top5_acc: 0.5522, loss_cls: 3.2552, loss: 3.2552, grad_norm: 1.7010 2021-01-19 20:41:18,942 - mmaction - INFO - Epoch [30][720/2147] lr: 1.698e-01, eta: 9 days, 10:49:03, time: 1.472, data_time: 0.020, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5665, loss_cls: 3.1848, loss: 3.1848, grad_norm: 1.7093 2021-01-19 20:41:48,768 - mmaction - INFO - Epoch [30][740/2147] lr: 1.699e-01, eta: 9 days, 10:48:00, time: 1.492, data_time: 0.005, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5478, loss_cls: 3.2621, loss: 3.2621, grad_norm: 1.7108 2021-01-19 20:42:17,971 - mmaction - INFO - Epoch [30][760/2147] lr: 1.699e-01, eta: 9 days, 10:46:53, time: 1.462, data_time: 0.003, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5478, loss_cls: 3.2431, loss: 3.2431, grad_norm: 1.7190 2021-01-19 20:42:46,947 - mmaction - INFO - Epoch [30][780/2147] lr: 1.700e-01, eta: 9 days, 10:45:45, time: 1.449, data_time: 0.003, memory: 16628, top1_acc: 0.2808, top5_acc: 0.5518, loss_cls: 3.2593, loss: 3.2593, grad_norm: 1.7262 2021-01-19 20:43:15,794 - mmaction - INFO - Epoch [30][800/2147] lr: 1.700e-01, eta: 9 days, 10:44:34, time: 1.438, data_time: 0.003, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5504, loss_cls: 3.2386, loss: 3.2386, grad_norm: 1.6675 2021-01-19 20:43:44,612 - mmaction - INFO - Epoch [30][820/2147] lr: 1.700e-01, eta: 9 days, 10:43:25, time: 1.444, data_time: 0.005, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5554, loss_cls: 3.1591, loss: 3.1591, grad_norm: 1.6756 2021-01-19 20:44:18,730 - mmaction - INFO - Epoch [30][840/2147] lr: 1.701e-01, eta: 9 days, 10:42:55, time: 1.705, data_time: 0.003, memory: 16628, top1_acc: 0.2982, top5_acc: 0.5522, loss_cls: 3.2337, loss: 3.2337, grad_norm: 1.7178 2021-01-19 20:44:47,358 - mmaction - INFO - Epoch [30][860/2147] lr: 1.701e-01, eta: 9 days, 10:41:44, time: 1.432, data_time: 0.002, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5723, loss_cls: 3.1966, loss: 3.1966, grad_norm: 1.6854 2021-01-19 20:45:16,075 - mmaction - INFO - Epoch [30][880/2147] lr: 1.702e-01, eta: 9 days, 10:40:33, time: 1.435, data_time: 0.004, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5607, loss_cls: 3.1508, loss: 3.1508, grad_norm: 1.6820 2021-01-19 20:45:48,206 - mmaction - INFO - Epoch [30][900/2147] lr: 1.702e-01, eta: 9 days, 10:39:48, time: 1.605, data_time: 0.003, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5790, loss_cls: 3.1521, loss: 3.1521, grad_norm: 1.6943 2021-01-19 20:46:20,829 - mmaction - INFO - Epoch [30][920/2147] lr: 1.703e-01, eta: 9 days, 10:39:08, time: 1.633, data_time: 0.006, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5799, loss_cls: 3.1017, loss: 3.1017, grad_norm: 1.7192 2021-01-19 20:47:06,923 - mmaction - INFO - Epoch [30][940/2147] lr: 1.703e-01, eta: 9 days, 10:40:10, time: 2.298, data_time: 0.003, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5563, loss_cls: 3.2139, loss: 3.2139, grad_norm: 1.6927 2021-01-19 20:47:39,923 - mmaction - INFO - Epoch [30][960/2147] lr: 1.704e-01, eta: 9 days, 10:39:32, time: 1.650, data_time: 0.016, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5415, loss_cls: 3.2424, loss: 3.2424, grad_norm: 1.7266 2021-01-19 20:48:10,770 - mmaction - INFO - Epoch [30][980/2147] lr: 1.704e-01, eta: 9 days, 10:38:39, time: 1.547, data_time: 0.008, memory: 16628, top1_acc: 0.3013, top5_acc: 0.5513, loss_cls: 3.2153, loss: 3.2153, grad_norm: 1.6889 2021-01-19 20:48:42,296 - mmaction - INFO - Epoch [30][1000/2147] lr: 1.705e-01, eta: 9 days, 10:37:49, time: 1.573, data_time: 0.005, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5638, loss_cls: 3.1820, loss: 3.1820, grad_norm: 1.7289 2021-01-19 20:49:11,498 - mmaction - INFO - Epoch [30][1020/2147] lr: 1.705e-01, eta: 9 days, 10:36:42, time: 1.462, data_time: 0.009, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5723, loss_cls: 3.1528, loss: 3.1528, grad_norm: 1.7454 2021-01-19 20:49:45,197 - mmaction - INFO - Epoch [30][1040/2147] lr: 1.706e-01, eta: 9 days, 10:36:09, time: 1.680, data_time: 0.008, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5567, loss_cls: 3.2163, loss: 3.2163, grad_norm: 1.6507 2021-01-19 20:50:16,260 - mmaction - INFO - Epoch [30][1060/2147] lr: 1.706e-01, eta: 9 days, 10:35:17, time: 1.559, data_time: 0.012, memory: 16628, top1_acc: 0.2862, top5_acc: 0.5442, loss_cls: 3.2780, loss: 3.2780, grad_norm: 1.6989 2021-01-19 20:50:44,833 - mmaction - INFO - Epoch [30][1080/2147] lr: 1.707e-01, eta: 9 days, 10:34:06, time: 1.429, data_time: 0.007, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5580, loss_cls: 3.1903, loss: 3.1903, grad_norm: 1.7113 2021-01-19 20:51:13,789 - mmaction - INFO - Epoch [30][1100/2147] lr: 1.707e-01, eta: 9 days, 10:32:57, time: 1.448, data_time: 0.004, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5607, loss_cls: 3.1960, loss: 3.1960, grad_norm: 1.7232 2021-01-19 20:51:48,253 - mmaction - INFO - Epoch [30][1120/2147] lr: 1.708e-01, eta: 9 days, 10:32:31, time: 1.724, data_time: 0.009, memory: 16628, top1_acc: 0.2696, top5_acc: 0.5388, loss_cls: 3.3658, loss: 3.3658, grad_norm: 1.7636 2021-01-19 20:52:18,821 - mmaction - INFO - Epoch [30][1140/2147] lr: 1.708e-01, eta: 9 days, 10:31:34, time: 1.529, data_time: 0.007, memory: 16628, top1_acc: 0.2951, top5_acc: 0.5460, loss_cls: 3.2513, loss: 3.2513, grad_norm: 1.6601 2021-01-19 20:52:52,202 - mmaction - INFO - Epoch [30][1160/2147] lr: 1.709e-01, eta: 9 days, 10:30:59, time: 1.668, data_time: 0.004, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5656, loss_cls: 3.1727, loss: 3.1727, grad_norm: 1.6864 2021-01-19 20:53:22,916 - mmaction - INFO - Epoch [30][1180/2147] lr: 1.709e-01, eta: 9 days, 10:30:04, time: 1.537, data_time: 0.005, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5665, loss_cls: 3.1634, loss: 3.1634, grad_norm: 1.7573 2021-01-19 20:53:52,738 - mmaction - INFO - Epoch [30][1200/2147] lr: 1.710e-01, eta: 9 days, 10:29:02, time: 1.491, data_time: 0.009, memory: 16628, top1_acc: 0.2951, top5_acc: 0.5509, loss_cls: 3.2629, loss: 3.2629, grad_norm: 1.7077 2021-01-19 20:54:24,431 - mmaction - INFO - Epoch [30][1220/2147] lr: 1.710e-01, eta: 9 days, 10:28:14, time: 1.579, data_time: 0.004, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5536, loss_cls: 3.2274, loss: 3.2274, grad_norm: 1.7279 2021-01-19 20:54:56,811 - mmaction - INFO - Epoch [30][1240/2147] lr: 1.711e-01, eta: 9 days, 10:27:31, time: 1.620, data_time: 0.010, memory: 16628, top1_acc: 0.2969, top5_acc: 0.5540, loss_cls: 3.2348, loss: 3.2348, grad_norm: 1.7091 2021-01-19 20:55:28,848 - mmaction - INFO - Epoch [30][1260/2147] lr: 1.711e-01, eta: 9 days, 10:26:47, time: 1.606, data_time: 0.007, memory: 16628, top1_acc: 0.2893, top5_acc: 0.5478, loss_cls: 3.2442, loss: 3.2442, grad_norm: 1.7276 2021-01-19 20:55:57,763 - mmaction - INFO - Epoch [30][1280/2147] lr: 1.711e-01, eta: 9 days, 10:25:38, time: 1.446, data_time: 0.006, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5585, loss_cls: 3.2309, loss: 3.2309, grad_norm: 1.7115 2021-01-19 20:56:33,268 - mmaction - INFO - Epoch [30][1300/2147] lr: 1.712e-01, eta: 9 days, 10:25:17, time: 1.762, data_time: 0.006, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5621, loss_cls: 3.2301, loss: 3.2301, grad_norm: 1.6950 2021-01-19 20:57:02,547 - mmaction - INFO - Epoch [30][1320/2147] lr: 1.712e-01, eta: 9 days, 10:24:13, time: 1.479, data_time: 0.030, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5625, loss_cls: 3.1842, loss: 3.1842, grad_norm: 1.7323 2021-01-19 20:57:34,488 - mmaction - INFO - Epoch [30][1340/2147] lr: 1.713e-01, eta: 9 days, 10:23:27, time: 1.590, data_time: 0.008, memory: 16628, top1_acc: 0.2853, top5_acc: 0.5478, loss_cls: 3.2752, loss: 3.2752, grad_norm: 1.6997 2021-01-19 20:58:03,360 - mmaction - INFO - Epoch [30][1360/2147] lr: 1.713e-01, eta: 9 days, 10:22:19, time: 1.451, data_time: 0.013, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5719, loss_cls: 3.1865, loss: 3.1865, grad_norm: 1.7078 2021-01-19 20:58:33,282 - mmaction - INFO - Epoch [30][1380/2147] lr: 1.714e-01, eta: 9 days, 10:21:18, time: 1.496, data_time: 0.003, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5571, loss_cls: 3.1683, loss: 3.1683, grad_norm: 1.6635 2021-01-19 20:59:02,624 - mmaction - INFO - Epoch [30][1400/2147] lr: 1.714e-01, eta: 9 days, 10:20:12, time: 1.465, data_time: 0.002, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5683, loss_cls: 3.1248, loss: 3.1248, grad_norm: 1.6916 2021-01-19 20:59:31,354 - mmaction - INFO - Epoch [30][1420/2147] lr: 1.715e-01, eta: 9 days, 10:19:02, time: 1.438, data_time: 0.009, memory: 16628, top1_acc: 0.3330, top5_acc: 0.5795, loss_cls: 3.0931, loss: 3.0931, grad_norm: 1.7043 2021-01-19 21:00:00,406 - mmaction - INFO - Epoch [30][1440/2147] lr: 1.715e-01, eta: 9 days, 10:17:54, time: 1.452, data_time: 0.009, memory: 16628, top1_acc: 0.2817, top5_acc: 0.5290, loss_cls: 3.3218, loss: 3.3218, grad_norm: 1.7307 2021-01-19 21:00:29,333 - mmaction - INFO - Epoch [30][1460/2147] lr: 1.716e-01, eta: 9 days, 10:16:45, time: 1.447, data_time: 0.010, memory: 16628, top1_acc: 0.2982, top5_acc: 0.5567, loss_cls: 3.2590, loss: 3.2590, grad_norm: 1.6963 2021-01-19 21:00:59,097 - mmaction - INFO - Epoch [30][1480/2147] lr: 1.716e-01, eta: 9 days, 10:15:43, time: 1.487, data_time: 0.004, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5652, loss_cls: 3.2050, loss: 3.2050, grad_norm: 1.6531 2021-01-19 21:01:28,841 - mmaction - INFO - Epoch [30][1500/2147] lr: 1.717e-01, eta: 9 days, 10:14:41, time: 1.488, data_time: 0.004, memory: 16628, top1_acc: 0.3004, top5_acc: 0.5562, loss_cls: 3.1905, loss: 3.1905, grad_norm: 1.7243 2021-01-19 21:02:02,251 - mmaction - INFO - Epoch [30][1520/2147] lr: 1.717e-01, eta: 9 days, 10:14:07, time: 1.672, data_time: 0.006, memory: 16628, top1_acc: 0.2924, top5_acc: 0.5714, loss_cls: 3.1968, loss: 3.1968, grad_norm: 1.7555 2021-01-19 21:02:31,153 - mmaction - INFO - Epoch [30][1540/2147] lr: 1.718e-01, eta: 9 days, 10:12:57, time: 1.443, data_time: 0.002, memory: 16628, top1_acc: 0.2938, top5_acc: 0.5518, loss_cls: 3.2502, loss: 3.2502, grad_norm: 1.6685 2021-01-19 21:03:01,351 - mmaction - INFO - Epoch [30][1560/2147] lr: 1.718e-01, eta: 9 days, 10:11:59, time: 1.510, data_time: 0.005, memory: 16628, top1_acc: 0.2938, top5_acc: 0.5558, loss_cls: 3.2499, loss: 3.2499, grad_norm: 1.7209 2021-01-19 21:03:37,463 - mmaction - INFO - Epoch [30][1580/2147] lr: 1.719e-01, eta: 9 days, 10:11:45, time: 1.804, data_time: 0.007, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5424, loss_cls: 3.2639, loss: 3.2639, grad_norm: 1.6902 2021-01-19 21:04:09,300 - mmaction - INFO - Epoch [30][1600/2147] lr: 1.719e-01, eta: 9 days, 10:10:58, time: 1.594, data_time: 0.009, memory: 16628, top1_acc: 0.2875, top5_acc: 0.5442, loss_cls: 3.2868, loss: 3.2868, grad_norm: 1.7094 2021-01-19 21:04:38,192 - mmaction - INFO - Epoch [30][1620/2147] lr: 1.720e-01, eta: 9 days, 10:09:50, time: 1.447, data_time: 0.005, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5634, loss_cls: 3.1799, loss: 3.1799, grad_norm: 1.7214 2021-01-19 21:05:09,236 - mmaction - INFO - Epoch [30][1640/2147] lr: 1.720e-01, eta: 9 days, 10:08:58, time: 1.552, data_time: 0.003, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5567, loss_cls: 3.2828, loss: 3.2828, grad_norm: 1.6903 2021-01-19 21:05:38,465 - mmaction - INFO - Epoch [30][1660/2147] lr: 1.721e-01, eta: 9 days, 10:07:51, time: 1.455, data_time: 0.002, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5656, loss_cls: 3.1626, loss: 3.1626, grad_norm: 1.6469 2021-01-19 21:06:08,040 - mmaction - INFO - Epoch [30][1680/2147] lr: 1.721e-01, eta: 9 days, 10:06:48, time: 1.483, data_time: 0.011, memory: 16628, top1_acc: 0.2978, top5_acc: 0.5402, loss_cls: 3.2992, loss: 3.2992, grad_norm: 1.7601 2021-01-19 21:06:37,568 - mmaction - INFO - Epoch [30][1700/2147] lr: 1.722e-01, eta: 9 days, 10:05:41, time: 1.455, data_time: 0.006, memory: 16628, top1_acc: 0.3004, top5_acc: 0.5536, loss_cls: 3.2329, loss: 3.2329, grad_norm: 1.6806 2021-01-19 21:07:11,426 - mmaction - INFO - Epoch [30][1720/2147] lr: 1.722e-01, eta: 9 days, 10:05:13, time: 1.715, data_time: 0.027, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5710, loss_cls: 3.1131, loss: 3.1131, grad_norm: 1.7057 2021-01-19 21:07:43,001 - mmaction - INFO - Epoch [30][1740/2147] lr: 1.722e-01, eta: 9 days, 10:04:24, time: 1.574, data_time: 0.008, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5527, loss_cls: 3.2157, loss: 3.2157, grad_norm: 1.6756 2021-01-19 21:08:11,510 - mmaction - INFO - Epoch [30][1760/2147] lr: 1.723e-01, eta: 9 days, 10:03:13, time: 1.430, data_time: 0.010, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5750, loss_cls: 3.1327, loss: 3.1327, grad_norm: 1.6932 2021-01-19 21:08:42,821 - mmaction - INFO - Epoch [30][1780/2147] lr: 1.723e-01, eta: 9 days, 10:02:23, time: 1.565, data_time: 0.009, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5464, loss_cls: 3.2299, loss: 3.2299, grad_norm: 1.7289 2021-01-19 21:09:12,003 - mmaction - INFO - Epoch [30][1800/2147] lr: 1.724e-01, eta: 9 days, 10:01:17, time: 1.461, data_time: 0.006, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5665, loss_cls: 3.2069, loss: 3.2069, grad_norm: 1.6776 2021-01-19 21:09:41,230 - mmaction - INFO - Epoch [30][1820/2147] lr: 1.724e-01, eta: 9 days, 10:00:10, time: 1.458, data_time: 0.002, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5732, loss_cls: 3.1946, loss: 3.1946, grad_norm: 1.7036 2021-01-19 21:10:12,596 - mmaction - INFO - Epoch [30][1840/2147] lr: 1.725e-01, eta: 9 days, 9:59:20, time: 1.563, data_time: 0.009, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5549, loss_cls: 3.1944, loss: 3.1944, grad_norm: 1.7119 2021-01-19 21:10:44,166 - mmaction - INFO - Epoch [30][1860/2147] lr: 1.725e-01, eta: 9 days, 9:58:32, time: 1.580, data_time: 0.011, memory: 16628, top1_acc: 0.3062, top5_acc: 0.5656, loss_cls: 3.1776, loss: 3.1776, grad_norm: 1.7236 2021-01-19 21:11:17,184 - mmaction - INFO - Epoch [30][1880/2147] lr: 1.726e-01, eta: 9 days, 9:57:54, time: 1.648, data_time: 0.009, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5625, loss_cls: 3.1999, loss: 3.1999, grad_norm: 1.7046 2021-01-19 21:11:54,407 - mmaction - INFO - Epoch [30][1900/2147] lr: 1.726e-01, eta: 9 days, 9:57:50, time: 1.868, data_time: 0.016, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5522, loss_cls: 3.2510, loss: 3.2510, grad_norm: 1.7102 2021-01-19 21:12:25,558 - mmaction - INFO - Epoch [30][1920/2147] lr: 1.727e-01, eta: 9 days, 9:56:58, time: 1.557, data_time: 0.010, memory: 16628, top1_acc: 0.2848, top5_acc: 0.5388, loss_cls: 3.3026, loss: 3.3026, grad_norm: 1.6910 2021-01-19 21:12:57,154 - mmaction - INFO - Epoch [30][1940/2147] lr: 1.727e-01, eta: 9 days, 9:56:11, time: 1.580, data_time: 0.004, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5545, loss_cls: 3.1998, loss: 3.1998, grad_norm: 1.6836 2021-01-19 21:13:26,164 - mmaction - INFO - Epoch [30][1960/2147] lr: 1.728e-01, eta: 9 days, 9:55:03, time: 1.449, data_time: 0.008, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5612, loss_cls: 3.1477, loss: 3.1477, grad_norm: 1.6798 2021-01-19 21:13:56,785 - mmaction - INFO - Epoch [30][1980/2147] lr: 1.728e-01, eta: 9 days, 9:54:07, time: 1.526, data_time: 0.007, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5723, loss_cls: 3.1408, loss: 3.1408, grad_norm: 1.7007 2021-01-19 21:14:27,964 - mmaction - INFO - Epoch [30][2000/2147] lr: 1.729e-01, eta: 9 days, 9:53:16, time: 1.563, data_time: 0.017, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5589, loss_cls: 3.1975, loss: 3.1975, grad_norm: 1.6796 2021-01-19 21:15:04,222 - mmaction - INFO - Epoch [30][2020/2147] lr: 1.729e-01, eta: 9 days, 9:53:03, time: 1.811, data_time: 0.006, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5536, loss_cls: 3.2063, loss: 3.2063, grad_norm: 1.7006 2021-01-19 21:15:35,218 - mmaction - INFO - Epoch [30][2040/2147] lr: 1.730e-01, eta: 9 days, 9:52:11, time: 1.555, data_time: 0.008, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5683, loss_cls: 3.1171, loss: 3.1171, grad_norm: 1.7066 2021-01-19 21:16:06,897 - mmaction - INFO - Epoch [30][2060/2147] lr: 1.730e-01, eta: 9 days, 9:51:24, time: 1.581, data_time: 0.004, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5513, loss_cls: 3.2625, loss: 3.2625, grad_norm: 1.7032 2021-01-19 21:16:36,402 - mmaction - INFO - Epoch [30][2080/2147] lr: 1.731e-01, eta: 9 days, 9:50:20, time: 1.478, data_time: 0.039, memory: 16628, top1_acc: 0.3018, top5_acc: 0.5629, loss_cls: 3.1581, loss: 3.1581, grad_norm: 1.6930 2021-01-19 21:17:13,228 - mmaction - INFO - Epoch [30][2100/2147] lr: 1.731e-01, eta: 9 days, 9:50:11, time: 1.836, data_time: 0.004, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5772, loss_cls: 3.1541, loss: 3.1541, grad_norm: 1.7002 2021-01-19 21:17:42,981 - mmaction - INFO - Epoch [30][2120/2147] lr: 1.732e-01, eta: 9 days, 9:49:10, time: 1.490, data_time: 0.011, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5643, loss_cls: 3.1695, loss: 3.1695, grad_norm: 1.7481 2021-01-19 21:18:11,421 - mmaction - INFO - Epoch [30][2140/2147] lr: 1.732e-01, eta: 9 days, 9:47:59, time: 1.426, data_time: 0.007, memory: 16628, top1_acc: 0.2964, top5_acc: 0.5549, loss_cls: 3.2396, loss: 3.2396, grad_norm: 1.7129 2021-01-19 21:39:27,385 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-19 21:39:28,293 - mmaction - INFO - top1_acc 0.3449 top5_acc 0.6258 2021-01-19 21:39:28,293 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-19 21:39:28,383 - mmaction - INFO - mean_acc 0.3447 2021-01-19 21:39:28,394 - mmaction - INFO - Epoch(val) [30][2147] top1_acc: 0.3449, top5_acc: 0.6258, mean_class_accuracy: 0.3447 2021-01-19 21:44:16,501 - mmaction - INFO - Epoch [31][20/2147] lr: 1.729e-01, eta: 9 days, 10:17:42, time: 14.400, data_time: 12.861, memory: 16628, top1_acc: 0.3018, top5_acc: 0.5652, loss_cls: 3.1903, loss: 3.1903, grad_norm: 1.7374 2021-01-19 21:44:46,751 - mmaction - INFO - Epoch [31][40/2147] lr: 1.729e-01, eta: 9 days, 10:16:43, time: 1.515, data_time: 0.006, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5558, loss_cls: 3.2031, loss: 3.2031, grad_norm: 1.7116 2021-01-19 21:45:17,584 - mmaction - INFO - Epoch [31][60/2147] lr: 1.730e-01, eta: 9 days, 10:15:49, time: 1.541, data_time: 0.002, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5598, loss_cls: 3.1589, loss: 3.1589, grad_norm: 1.6910 2021-01-19 21:45:46,725 - mmaction - INFO - Epoch [31][80/2147] lr: 1.730e-01, eta: 9 days, 10:14:42, time: 1.459, data_time: 0.009, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5674, loss_cls: 3.1126, loss: 3.1126, grad_norm: 1.6641 2021-01-19 21:46:15,962 - mmaction - INFO - Epoch [31][100/2147] lr: 1.731e-01, eta: 9 days, 10:13:35, time: 1.458, data_time: 0.005, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5656, loss_cls: 3.1956, loss: 3.1956, grad_norm: 1.7049 2021-01-19 21:46:52,450 - mmaction - INFO - Epoch [31][120/2147] lr: 1.731e-01, eta: 9 days, 10:13:24, time: 1.828, data_time: 0.059, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5554, loss_cls: 3.2460, loss: 3.2460, grad_norm: 1.7157 2021-01-19 21:47:22,281 - mmaction - INFO - Epoch [31][140/2147] lr: 1.732e-01, eta: 9 days, 10:12:23, time: 1.491, data_time: 0.005, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5585, loss_cls: 3.1712, loss: 3.1712, grad_norm: 1.7303 2021-01-19 21:47:52,913 - mmaction - INFO - Epoch [31][160/2147] lr: 1.732e-01, eta: 9 days, 10:11:26, time: 1.529, data_time: 0.002, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5402, loss_cls: 3.2905, loss: 3.2905, grad_norm: 1.7165 2021-01-19 21:48:25,221 - mmaction - INFO - Epoch [31][180/2147] lr: 1.733e-01, eta: 9 days, 10:10:43, time: 1.613, data_time: 0.012, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5714, loss_cls: 3.1376, loss: 3.1376, grad_norm: 1.6518 2021-01-19 21:48:56,838 - mmaction - INFO - Epoch [31][200/2147] lr: 1.733e-01, eta: 9 days, 10:09:55, time: 1.584, data_time: 0.007, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5853, loss_cls: 3.1332, loss: 3.1332, grad_norm: 1.7084 2021-01-19 21:49:26,580 - mmaction - INFO - Epoch [31][220/2147] lr: 1.734e-01, eta: 9 days, 10:08:53, time: 1.488, data_time: 0.006, memory: 16628, top1_acc: 0.2844, top5_acc: 0.5411, loss_cls: 3.3228, loss: 3.3228, grad_norm: 1.6852 2021-01-19 21:50:00,746 - mmaction - INFO - Epoch [31][240/2147] lr: 1.734e-01, eta: 9 days, 10:08:24, time: 1.707, data_time: 0.010, memory: 16628, top1_acc: 0.2955, top5_acc: 0.5652, loss_cls: 3.2171, loss: 3.2171, grad_norm: 1.6882 2021-01-19 21:50:30,499 - mmaction - INFO - Epoch [31][260/2147] lr: 1.734e-01, eta: 9 days, 10:07:22, time: 1.490, data_time: 0.009, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5665, loss_cls: 3.2004, loss: 3.2004, grad_norm: 1.6910 2021-01-19 21:51:02,931 - mmaction - INFO - Epoch [31][280/2147] lr: 1.735e-01, eta: 9 days, 10:06:39, time: 1.620, data_time: 0.002, memory: 16628, top1_acc: 0.2978, top5_acc: 0.5460, loss_cls: 3.2684, loss: 3.2684, grad_norm: 1.6454 2021-01-19 21:51:32,180 - mmaction - INFO - Epoch [31][300/2147] lr: 1.735e-01, eta: 9 days, 10:05:34, time: 1.464, data_time: 0.003, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5625, loss_cls: 3.1793, loss: 3.1793, grad_norm: 1.6933 2021-01-19 21:52:03,871 - mmaction - INFO - Epoch [31][320/2147] lr: 1.736e-01, eta: 9 days, 10:04:46, time: 1.583, data_time: 0.089, memory: 16628, top1_acc: 0.3013, top5_acc: 0.5540, loss_cls: 3.2455, loss: 3.2455, grad_norm: 1.6509 2021-01-19 21:52:34,187 - mmaction - INFO - Epoch [31][340/2147] lr: 1.736e-01, eta: 9 days, 10:03:48, time: 1.515, data_time: 0.011, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5433, loss_cls: 3.2042, loss: 3.2042, grad_norm: 1.6783 2021-01-19 21:53:03,073 - mmaction - INFO - Epoch [31][360/2147] lr: 1.737e-01, eta: 9 days, 10:02:39, time: 1.444, data_time: 0.005, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5799, loss_cls: 3.1650, loss: 3.1650, grad_norm: 1.7087 2021-01-19 21:53:32,114 - mmaction - INFO - Epoch [31][380/2147] lr: 1.737e-01, eta: 9 days, 10:01:32, time: 1.452, data_time: 0.006, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5643, loss_cls: 3.1953, loss: 3.1953, grad_norm: 1.6575 2021-01-19 21:54:01,081 - mmaction - INFO - Epoch [31][400/2147] lr: 1.738e-01, eta: 9 days, 10:00:24, time: 1.449, data_time: 0.004, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5746, loss_cls: 3.1597, loss: 3.1597, grad_norm: 1.6286 2021-01-19 21:54:30,092 - mmaction - INFO - Epoch [31][420/2147] lr: 1.738e-01, eta: 9 days, 9:59:16, time: 1.451, data_time: 0.006, memory: 16628, top1_acc: 0.3393, top5_acc: 0.5799, loss_cls: 3.0621, loss: 3.0621, grad_norm: 1.7086 2021-01-19 21:55:02,965 - mmaction - INFO - Epoch [31][440/2147] lr: 1.739e-01, eta: 9 days, 9:58:37, time: 1.638, data_time: 0.009, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5652, loss_cls: 3.1687, loss: 3.1687, grad_norm: 1.7251 2021-01-19 21:55:34,490 - mmaction - INFO - Epoch [31][460/2147] lr: 1.739e-01, eta: 9 days, 9:57:48, time: 1.573, data_time: 0.011, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5607, loss_cls: 3.1268, loss: 3.1268, grad_norm: 1.6932 2021-01-19 21:56:06,799 - mmaction - INFO - Epoch [31][480/2147] lr: 1.740e-01, eta: 9 days, 9:57:05, time: 1.619, data_time: 0.015, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5692, loss_cls: 3.1343, loss: 3.1343, grad_norm: 1.7416 2021-01-19 21:56:36,262 - mmaction - INFO - Epoch [31][500/2147] lr: 1.740e-01, eta: 9 days, 9:56:02, time: 1.481, data_time: 0.009, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5652, loss_cls: 3.1830, loss: 3.1830, grad_norm: 1.7251 2021-01-19 21:57:10,060 - mmaction - INFO - Epoch [31][520/2147] lr: 1.741e-01, eta: 9 days, 9:55:30, time: 1.687, data_time: 0.003, memory: 16628, top1_acc: 0.2893, top5_acc: 0.5504, loss_cls: 3.3049, loss: 3.3049, grad_norm: 1.7175 2021-01-19 21:57:41,026 - mmaction - INFO - Epoch [31][540/2147] lr: 1.741e-01, eta: 9 days, 9:54:37, time: 1.547, data_time: 0.011, memory: 16628, top1_acc: 0.3018, top5_acc: 0.5580, loss_cls: 3.2120, loss: 3.2120, grad_norm: 1.6669 2021-01-19 21:58:12,531 - mmaction - INFO - Epoch [31][560/2147] lr: 1.742e-01, eta: 9 days, 9:53:47, time: 1.569, data_time: 0.005, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5705, loss_cls: 3.1474, loss: 3.1474, grad_norm: 1.6939 2021-01-19 21:58:44,477 - mmaction - INFO - Epoch [31][580/2147] lr: 1.742e-01, eta: 9 days, 9:53:02, time: 1.602, data_time: 0.012, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5621, loss_cls: 3.1883, loss: 3.1883, grad_norm: 1.6817 2021-01-19 21:59:13,865 - mmaction - INFO - Epoch [31][600/2147] lr: 1.743e-01, eta: 9 days, 9:51:57, time: 1.467, data_time: 0.011, memory: 16628, top1_acc: 0.2991, top5_acc: 0.5558, loss_cls: 3.2422, loss: 3.2422, grad_norm: 1.7197 2021-01-19 21:59:45,107 - mmaction - INFO - Epoch [31][620/2147] lr: 1.743e-01, eta: 9 days, 9:51:07, time: 1.565, data_time: 0.009, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5634, loss_cls: 3.1370, loss: 3.1370, grad_norm: 1.7232 2021-01-19 22:00:13,894 - mmaction - INFO - Epoch [31][640/2147] lr: 1.744e-01, eta: 9 days, 9:49:58, time: 1.444, data_time: 0.008, memory: 16628, top1_acc: 0.2969, top5_acc: 0.5397, loss_cls: 3.2476, loss: 3.2476, grad_norm: 1.7055 2021-01-19 22:00:44,322 - mmaction - INFO - Epoch [31][660/2147] lr: 1.744e-01, eta: 9 days, 9:49:01, time: 1.522, data_time: 0.003, memory: 16628, top1_acc: 0.3004, top5_acc: 0.5616, loss_cls: 3.2279, loss: 3.2279, grad_norm: 1.6945 2021-01-19 22:01:15,470 - mmaction - INFO - Epoch [31][680/2147] lr: 1.745e-01, eta: 9 days, 9:48:09, time: 1.551, data_time: 0.004, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5665, loss_cls: 3.1753, loss: 3.1753, grad_norm: 1.7101 2021-01-19 22:01:53,613 - mmaction - INFO - Epoch [31][700/2147] lr: 1.745e-01, eta: 9 days, 9:48:10, time: 1.910, data_time: 0.020, memory: 16628, top1_acc: 0.3018, top5_acc: 0.5460, loss_cls: 3.2460, loss: 3.2460, grad_norm: 1.6906 2021-01-19 22:02:23,717 - mmaction - INFO - Epoch [31][720/2147] lr: 1.745e-01, eta: 9 days, 9:47:11, time: 1.503, data_time: 0.007, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5719, loss_cls: 3.1636, loss: 3.1636, grad_norm: 1.6965 2021-01-19 22:02:53,330 - mmaction - INFO - Epoch [31][740/2147] lr: 1.746e-01, eta: 9 days, 9:46:07, time: 1.476, data_time: 0.007, memory: 16628, top1_acc: 0.2964, top5_acc: 0.5464, loss_cls: 3.2704, loss: 3.2704, grad_norm: 1.6715 2021-01-19 22:03:25,964 - mmaction - INFO - Epoch [31][760/2147] lr: 1.746e-01, eta: 9 days, 9:45:28, time: 1.640, data_time: 0.013, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5652, loss_cls: 3.1752, loss: 3.1752, grad_norm: 1.6996 2021-01-19 22:03:54,753 - mmaction - INFO - Epoch [31][780/2147] lr: 1.747e-01, eta: 9 days, 9:44:19, time: 1.440, data_time: 0.004, memory: 16628, top1_acc: 0.2955, top5_acc: 0.5710, loss_cls: 3.1987, loss: 3.1987, grad_norm: 1.7283 2021-01-19 22:04:24,483 - mmaction - INFO - Epoch [31][800/2147] lr: 1.747e-01, eta: 9 days, 9:43:16, time: 1.480, data_time: 0.004, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5589, loss_cls: 3.2070, loss: 3.2070, grad_norm: 1.7323 2021-01-19 22:04:53,871 - mmaction - INFO - Epoch [31][820/2147] lr: 1.748e-01, eta: 9 days, 9:42:13, time: 1.475, data_time: 0.010, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5603, loss_cls: 3.2099, loss: 3.2099, grad_norm: 1.7138 2021-01-19 22:05:22,744 - mmaction - INFO - Epoch [31][840/2147] lr: 1.748e-01, eta: 9 days, 9:41:04, time: 1.444, data_time: 0.007, memory: 16628, top1_acc: 0.3018, top5_acc: 0.5576, loss_cls: 3.2945, loss: 3.2945, grad_norm: 1.6980 2021-01-19 22:05:51,710 - mmaction - INFO - Epoch [31][860/2147] lr: 1.749e-01, eta: 9 days, 9:39:57, time: 1.447, data_time: 0.003, memory: 16628, top1_acc: 0.2964, top5_acc: 0.5478, loss_cls: 3.2591, loss: 3.2591, grad_norm: 1.6434 2021-01-19 22:06:22,627 - mmaction - INFO - Epoch [31][880/2147] lr: 1.749e-01, eta: 9 days, 9:39:03, time: 1.543, data_time: 0.004, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5576, loss_cls: 3.2184, loss: 3.2184, grad_norm: 1.6528 2021-01-19 22:07:01,141 - mmaction - INFO - Epoch [31][900/2147] lr: 1.750e-01, eta: 9 days, 9:39:06, time: 1.925, data_time: 0.013, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5585, loss_cls: 3.1664, loss: 3.1664, grad_norm: 1.6535 2021-01-19 22:07:32,118 - mmaction - INFO - Epoch [31][920/2147] lr: 1.750e-01, eta: 9 days, 9:38:15, time: 1.554, data_time: 0.016, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5656, loss_cls: 3.1921, loss: 3.1921, grad_norm: 1.6884 2021-01-19 22:08:00,937 - mmaction - INFO - Epoch [31][940/2147] lr: 1.751e-01, eta: 9 days, 9:37:06, time: 1.440, data_time: 0.003, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5701, loss_cls: 3.1306, loss: 3.1306, grad_norm: 1.7303 2021-01-19 22:08:34,601 - mmaction - INFO - Epoch [31][960/2147] lr: 1.751e-01, eta: 9 days, 9:36:32, time: 1.676, data_time: 0.011, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5504, loss_cls: 3.2575, loss: 3.2575, grad_norm: 1.6919 2021-01-19 22:09:04,595 - mmaction - INFO - Epoch [31][980/2147] lr: 1.752e-01, eta: 9 days, 9:35:34, time: 1.508, data_time: 0.020, memory: 16628, top1_acc: 0.3000, top5_acc: 0.5567, loss_cls: 3.2319, loss: 3.2319, grad_norm: 1.6862 2021-01-19 22:09:38,112 - mmaction - INFO - Epoch [31][1000/2147] lr: 1.752e-01, eta: 9 days, 9:34:59, time: 1.672, data_time: 0.006, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5799, loss_cls: 3.1401, loss: 3.1401, grad_norm: 1.6569 2021-01-19 22:10:17,857 - mmaction - INFO - Epoch [31][1020/2147] lr: 1.753e-01, eta: 9 days, 9:35:11, time: 1.985, data_time: 0.015, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5661, loss_cls: 3.2480, loss: 3.2480, grad_norm: 1.7130 2021-01-19 22:10:48,119 - mmaction - INFO - Epoch [31][1040/2147] lr: 1.753e-01, eta: 9 days, 9:34:13, time: 1.514, data_time: 0.009, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5701, loss_cls: 3.1595, loss: 3.1595, grad_norm: 1.6922 2021-01-19 22:11:17,213 - mmaction - INFO - Epoch [31][1060/2147] lr: 1.754e-01, eta: 9 days, 9:33:08, time: 1.459, data_time: 0.009, memory: 16628, top1_acc: 0.2942, top5_acc: 0.5536, loss_cls: 3.2405, loss: 3.2405, grad_norm: 1.7083 2021-01-19 22:11:46,529 - mmaction - INFO - Epoch [31][1080/2147] lr: 1.754e-01, eta: 9 days, 9:32:03, time: 1.466, data_time: 0.005, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5612, loss_cls: 3.2127, loss: 3.2127, grad_norm: 1.6975 2021-01-19 22:12:15,402 - mmaction - INFO - Epoch [31][1100/2147] lr: 1.755e-01, eta: 9 days, 9:30:55, time: 1.444, data_time: 0.005, memory: 16628, top1_acc: 0.2942, top5_acc: 0.5638, loss_cls: 3.1713, loss: 3.1713, grad_norm: 1.6908 2021-01-19 22:12:48,820 - mmaction - INFO - Epoch [31][1120/2147] lr: 1.755e-01, eta: 9 days, 9:30:20, time: 1.670, data_time: 0.004, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5634, loss_cls: 3.1501, loss: 3.1501, grad_norm: 1.6995 2021-01-19 22:13:18,597 - mmaction - INFO - Epoch [31][1140/2147] lr: 1.755e-01, eta: 9 days, 9:29:18, time: 1.483, data_time: 0.006, memory: 16628, top1_acc: 0.2946, top5_acc: 0.5576, loss_cls: 3.1908, loss: 3.1908, grad_norm: 1.7033 2021-01-19 22:13:47,911 - mmaction - INFO - Epoch [31][1160/2147] lr: 1.756e-01, eta: 9 days, 9:28:13, time: 1.464, data_time: 0.013, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5607, loss_cls: 3.1930, loss: 3.1930, grad_norm: 1.7336 2021-01-19 22:14:17,459 - mmaction - INFO - Epoch [31][1180/2147] lr: 1.756e-01, eta: 9 days, 9:27:12, time: 1.487, data_time: 0.014, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5496, loss_cls: 3.2091, loss: 3.2091, grad_norm: 1.6852 2021-01-19 22:14:46,460 - mmaction - INFO - Epoch [31][1200/2147] lr: 1.757e-01, eta: 9 days, 9:26:04, time: 1.448, data_time: 0.003, memory: 16628, top1_acc: 0.2866, top5_acc: 0.5531, loss_cls: 3.2392, loss: 3.2392, grad_norm: 1.7043 2021-01-19 22:15:15,856 - mmaction - INFO - Epoch [31][1220/2147] lr: 1.757e-01, eta: 9 days, 9:25:00, time: 1.470, data_time: 0.006, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5603, loss_cls: 3.1680, loss: 3.1680, grad_norm: 1.6756 2021-01-19 22:15:48,328 - mmaction - INFO - Epoch [31][1240/2147] lr: 1.758e-01, eta: 9 days, 9:24:19, time: 1.624, data_time: 0.009, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5750, loss_cls: 3.1513, loss: 3.1513, grad_norm: 1.6896 2021-01-19 22:16:19,549 - mmaction - INFO - Epoch [31][1260/2147] lr: 1.758e-01, eta: 9 days, 9:23:28, time: 1.561, data_time: 0.006, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5647, loss_cls: 3.1791, loss: 3.1791, grad_norm: 1.7036 2021-01-19 22:16:52,399 - mmaction - INFO - Epoch [31][1280/2147] lr: 1.759e-01, eta: 9 days, 9:22:50, time: 1.643, data_time: 0.044, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5741, loss_cls: 3.1705, loss: 3.1705, grad_norm: 1.7029 2021-01-19 22:17:21,472 - mmaction - INFO - Epoch [31][1300/2147] lr: 1.759e-01, eta: 9 days, 9:21:44, time: 1.455, data_time: 0.005, memory: 16628, top1_acc: 0.2964, top5_acc: 0.5482, loss_cls: 3.2495, loss: 3.2495, grad_norm: 1.7228 2021-01-19 22:17:50,362 - mmaction - INFO - Epoch [31][1320/2147] lr: 1.760e-01, eta: 9 days, 9:20:36, time: 1.444, data_time: 0.005, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5634, loss_cls: 3.1853, loss: 3.1853, grad_norm: 1.6679 2021-01-19 22:18:22,786 - mmaction - INFO - Epoch [31][1340/2147] lr: 1.760e-01, eta: 9 days, 9:19:54, time: 1.616, data_time: 0.002, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5638, loss_cls: 3.2422, loss: 3.2422, grad_norm: 1.6526 2021-01-19 22:18:51,422 - mmaction - INFO - Epoch [31][1360/2147] lr: 1.761e-01, eta: 9 days, 9:18:45, time: 1.436, data_time: 0.011, memory: 16628, top1_acc: 0.2942, top5_acc: 0.5451, loss_cls: 3.2461, loss: 3.2461, grad_norm: 1.7031 2021-01-19 22:19:22,410 - mmaction - INFO - Epoch [31][1380/2147] lr: 1.761e-01, eta: 9 days, 9:17:52, time: 1.548, data_time: 0.007, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5496, loss_cls: 3.2467, loss: 3.2467, grad_norm: 1.6969 2021-01-19 22:19:51,530 - mmaction - INFO - Epoch [31][1400/2147] lr: 1.762e-01, eta: 9 days, 9:16:46, time: 1.456, data_time: 0.007, memory: 16628, top1_acc: 0.2991, top5_acc: 0.5509, loss_cls: 3.2309, loss: 3.2309, grad_norm: 1.6936 2021-01-19 22:20:22,958 - mmaction - INFO - Epoch [31][1420/2147] lr: 1.762e-01, eta: 9 days, 9:15:58, time: 1.572, data_time: 0.007, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5478, loss_cls: 3.2276, loss: 3.2276, grad_norm: 1.6657 2021-01-19 22:20:56,079 - mmaction - INFO - Epoch [31][1440/2147] lr: 1.763e-01, eta: 9 days, 9:15:21, time: 1.654, data_time: 0.008, memory: 16628, top1_acc: 0.2964, top5_acc: 0.5437, loss_cls: 3.2679, loss: 3.2679, grad_norm: 1.6733 2021-01-19 22:21:25,461 - mmaction - INFO - Epoch [31][1460/2147] lr: 1.763e-01, eta: 9 days, 9:14:16, time: 1.464, data_time: 0.013, memory: 16628, top1_acc: 0.2911, top5_acc: 0.5429, loss_cls: 3.2548, loss: 3.2548, grad_norm: 1.6153 2021-01-19 22:22:06,289 - mmaction - INFO - Epoch [31][1480/2147] lr: 1.764e-01, eta: 9 days, 9:14:36, time: 2.044, data_time: 0.015, memory: 16628, top1_acc: 0.2933, top5_acc: 0.5571, loss_cls: 3.2064, loss: 3.2064, grad_norm: 1.6788 2021-01-19 22:22:39,899 - mmaction - INFO - Epoch [31][1500/2147] lr: 1.764e-01, eta: 9 days, 9:14:04, time: 1.685, data_time: 0.011, memory: 16628, top1_acc: 0.2982, top5_acc: 0.5362, loss_cls: 3.2673, loss: 3.2673, grad_norm: 1.6829 2021-01-19 22:23:14,025 - mmaction - INFO - Epoch [31][1520/2147] lr: 1.765e-01, eta: 9 days, 9:13:34, time: 1.701, data_time: 0.010, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5536, loss_cls: 3.2059, loss: 3.2059, grad_norm: 1.6652 2021-01-19 22:23:44,766 - mmaction - INFO - Epoch [31][1540/2147] lr: 1.765e-01, eta: 9 days, 9:12:41, time: 1.543, data_time: 0.013, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5670, loss_cls: 3.1448, loss: 3.1448, grad_norm: 1.7157 2021-01-19 22:24:16,115 - mmaction - INFO - Epoch [31][1560/2147] lr: 1.765e-01, eta: 9 days, 9:11:52, time: 1.569, data_time: 0.006, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5674, loss_cls: 3.1384, loss: 3.1384, grad_norm: 1.6851 2021-01-19 22:24:45,797 - mmaction - INFO - Epoch [31][1580/2147] lr: 1.766e-01, eta: 9 days, 9:10:50, time: 1.481, data_time: 0.004, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5603, loss_cls: 3.1806, loss: 3.1806, grad_norm: 1.6626 2021-01-19 22:25:17,545 - mmaction - INFO - Epoch [31][1600/2147] lr: 1.766e-01, eta: 9 days, 9:10:02, time: 1.579, data_time: 0.006, memory: 16628, top1_acc: 0.2924, top5_acc: 0.5388, loss_cls: 3.2626, loss: 3.2626, grad_norm: 1.6536 2021-01-19 22:25:47,581 - mmaction - INFO - Epoch [31][1620/2147] lr: 1.767e-01, eta: 9 days, 9:09:04, time: 1.509, data_time: 0.014, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5531, loss_cls: 3.2241, loss: 3.2241, grad_norm: 1.6751 2021-01-19 22:26:21,784 - mmaction - INFO - Epoch [31][1640/2147] lr: 1.767e-01, eta: 9 days, 9:08:36, time: 1.711, data_time: 0.007, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5848, loss_cls: 3.0979, loss: 3.0979, grad_norm: 1.6795 2021-01-19 22:26:55,632 - mmaction - INFO - Epoch [31][1660/2147] lr: 1.768e-01, eta: 9 days, 9:08:03, time: 1.683, data_time: 0.005, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5451, loss_cls: 3.2793, loss: 3.2793, grad_norm: 1.7288 2021-01-19 22:27:28,592 - mmaction - INFO - Epoch [31][1680/2147] lr: 1.768e-01, eta: 9 days, 9:07:27, time: 1.654, data_time: 0.018, memory: 16628, top1_acc: 0.2946, top5_acc: 0.5504, loss_cls: 3.2876, loss: 3.2876, grad_norm: 1.6865 2021-01-19 22:27:58,728 - mmaction - INFO - Epoch [31][1700/2147] lr: 1.769e-01, eta: 9 days, 9:06:28, time: 1.506, data_time: 0.012, memory: 16628, top1_acc: 0.2991, top5_acc: 0.5518, loss_cls: 3.2511, loss: 3.2511, grad_norm: 1.6782 2021-01-19 22:28:28,019 - mmaction - INFO - Epoch [31][1720/2147] lr: 1.769e-01, eta: 9 days, 9:05:24, time: 1.466, data_time: 0.011, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5652, loss_cls: 3.1889, loss: 3.1889, grad_norm: 1.6797 2021-01-19 22:28:58,986 - mmaction - INFO - Epoch [31][1740/2147] lr: 1.770e-01, eta: 9 days, 9:04:32, time: 1.550, data_time: 0.008, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5540, loss_cls: 3.1858, loss: 3.1858, grad_norm: 1.6668 2021-01-19 22:29:32,643 - mmaction - INFO - Epoch [31][1760/2147] lr: 1.770e-01, eta: 9 days, 9:04:00, time: 1.686, data_time: 0.011, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5656, loss_cls: 3.1680, loss: 3.1680, grad_norm: 1.6830 2021-01-19 22:30:02,722 - mmaction - INFO - Epoch [31][1780/2147] lr: 1.771e-01, eta: 9 days, 9:03:00, time: 1.498, data_time: 0.005, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5603, loss_cls: 3.1684, loss: 3.1684, grad_norm: 1.6706 2021-01-19 22:30:35,280 - mmaction - INFO - Epoch [31][1800/2147] lr: 1.771e-01, eta: 9 days, 9:02:20, time: 1.631, data_time: 0.014, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5545, loss_cls: 3.2156, loss: 3.2156, grad_norm: 1.6844 2021-01-19 22:31:05,332 - mmaction - INFO - Epoch [31][1820/2147] lr: 1.772e-01, eta: 9 days, 9:01:21, time: 1.499, data_time: 0.014, memory: 16628, top1_acc: 0.3000, top5_acc: 0.5567, loss_cls: 3.2487, loss: 3.2487, grad_norm: 1.7502 2021-01-19 22:31:58,826 - mmaction - INFO - Epoch [31][1840/2147] lr: 1.772e-01, eta: 9 days, 9:03:13, time: 2.672, data_time: 0.010, memory: 16628, top1_acc: 0.2969, top5_acc: 0.5491, loss_cls: 3.2209, loss: 3.2209, grad_norm: 1.6737 2021-01-19 22:32:29,458 - mmaction - INFO - Epoch [31][1860/2147] lr: 1.773e-01, eta: 9 days, 9:02:19, time: 1.536, data_time: 0.016, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5442, loss_cls: 3.2290, loss: 3.2290, grad_norm: 1.6991 2021-01-19 22:32:58,576 - mmaction - INFO - Epoch [31][1880/2147] lr: 1.773e-01, eta: 9 days, 9:01:14, time: 1.463, data_time: 0.011, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5518, loss_cls: 3.2503, loss: 3.2503, grad_norm: 1.6349 2021-01-19 22:33:31,104 - mmaction - INFO - Epoch [31][1900/2147] lr: 1.774e-01, eta: 9 days, 9:00:33, time: 1.622, data_time: 0.003, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5437, loss_cls: 3.2011, loss: 3.2011, grad_norm: 1.6631 2021-01-19 22:34:02,002 - mmaction - INFO - Epoch [31][1920/2147] lr: 1.774e-01, eta: 9 days, 8:59:40, time: 1.546, data_time: 0.010, memory: 16628, top1_acc: 0.2982, top5_acc: 0.5473, loss_cls: 3.2683, loss: 3.2683, grad_norm: 1.6655 2021-01-19 22:34:31,521 - mmaction - INFO - Epoch [31][1940/2147] lr: 1.775e-01, eta: 9 days, 8:58:38, time: 1.480, data_time: 0.005, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5513, loss_cls: 3.2206, loss: 3.2206, grad_norm: 1.6770 2021-01-19 22:35:01,789 - mmaction - INFO - Epoch [31][1960/2147] lr: 1.775e-01, eta: 9 days, 8:57:38, time: 1.495, data_time: 0.004, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5473, loss_cls: 3.1818, loss: 3.1818, grad_norm: 1.6479 2021-01-19 22:35:33,070 - mmaction - INFO - Epoch [31][1980/2147] lr: 1.775e-01, eta: 9 days, 8:56:51, time: 1.580, data_time: 0.024, memory: 16628, top1_acc: 0.3063, top5_acc: 0.5406, loss_cls: 3.2886, loss: 3.2886, grad_norm: 1.6767 2021-01-19 22:36:07,369 - mmaction - INFO - Epoch [31][2000/2147] lr: 1.776e-01, eta: 9 days, 8:56:23, time: 1.712, data_time: 0.007, memory: 16628, top1_acc: 0.2848, top5_acc: 0.5317, loss_cls: 3.3148, loss: 3.3148, grad_norm: 1.7016 2021-01-19 22:36:46,274 - mmaction - INFO - Epoch [31][2020/2147] lr: 1.776e-01, eta: 9 days, 8:56:24, time: 1.916, data_time: 0.006, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5598, loss_cls: 3.2436, loss: 3.2436, grad_norm: 1.7055 2021-01-19 22:37:16,407 - mmaction - INFO - Epoch [31][2040/2147] lr: 1.777e-01, eta: 9 days, 8:55:30, time: 1.537, data_time: 0.107, memory: 16628, top1_acc: 0.2933, top5_acc: 0.5299, loss_cls: 3.3649, loss: 3.3649, grad_norm: 1.6549 2021-01-19 22:37:47,284 - mmaction - INFO - Epoch [31][2060/2147] lr: 1.777e-01, eta: 9 days, 8:54:38, time: 1.545, data_time: 0.007, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5562, loss_cls: 3.2337, loss: 3.2337, grad_norm: 1.6625 2021-01-19 22:38:15,755 - mmaction - INFO - Epoch [31][2080/2147] lr: 1.778e-01, eta: 9 days, 8:53:28, time: 1.426, data_time: 0.006, memory: 16628, top1_acc: 0.2960, top5_acc: 0.5478, loss_cls: 3.2781, loss: 3.2781, grad_norm: 1.6505 2021-01-19 22:38:46,722 - mmaction - INFO - Epoch [31][2100/2147] lr: 1.778e-01, eta: 9 days, 8:52:36, time: 1.545, data_time: 0.001, memory: 16628, top1_acc: 0.3085, top5_acc: 0.5598, loss_cls: 3.2216, loss: 3.2216, grad_norm: 1.6452 2021-01-19 22:39:17,560 - mmaction - INFO - Epoch [31][2120/2147] lr: 1.779e-01, eta: 9 days, 8:51:43, time: 1.545, data_time: 0.007, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5808, loss_cls: 3.1392, loss: 3.1392, grad_norm: 1.7129 2021-01-19 22:39:47,818 - mmaction - INFO - Epoch [31][2140/2147] lr: 1.779e-01, eta: 9 days, 8:50:45, time: 1.509, data_time: 0.002, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5594, loss_cls: 3.2052, loss: 3.2052, grad_norm: 1.6881 2021-01-19 22:45:00,014 - mmaction - INFO - Epoch [32][20/2147] lr: 1.776e-01, eta: 9 days, 9:19:02, time: 14.269, data_time: 12.584, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5839, loss_cls: 3.1083, loss: 3.1083, grad_norm: 1.6671 2021-01-19 22:45:29,055 - mmaction - INFO - Epoch [32][40/2147] lr: 1.776e-01, eta: 9 days, 9:17:57, time: 1.458, data_time: 0.012, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5647, loss_cls: 3.1669, loss: 3.1669, grad_norm: 1.6749 2021-01-19 22:45:58,734 - mmaction - INFO - Epoch [32][60/2147] lr: 1.777e-01, eta: 9 days, 9:16:54, time: 1.478, data_time: 0.009, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5585, loss_cls: 3.1710, loss: 3.1710, grad_norm: 1.6817 2021-01-19 22:46:30,336 - mmaction - INFO - Epoch [32][80/2147] lr: 1.777e-01, eta: 9 days, 9:16:06, time: 1.583, data_time: 0.011, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5670, loss_cls: 3.1621, loss: 3.1621, grad_norm: 1.6718 2021-01-19 22:47:07,489 - mmaction - INFO - Epoch [32][100/2147] lr: 1.778e-01, eta: 9 days, 9:15:59, time: 1.861, data_time: 0.007, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5746, loss_cls: 3.1427, loss: 3.1427, grad_norm: 1.7164 2021-01-19 22:47:36,600 - mmaction - INFO - Epoch [32][120/2147] lr: 1.778e-01, eta: 9 days, 9:14:53, time: 1.456, data_time: 0.002, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5607, loss_cls: 3.1779, loss: 3.1779, grad_norm: 1.7249 2021-01-19 22:48:05,800 - mmaction - INFO - Epoch [32][140/2147] lr: 1.779e-01, eta: 9 days, 9:13:47, time: 1.453, data_time: 0.003, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5482, loss_cls: 3.2361, loss: 3.2361, grad_norm: 1.6545 2021-01-19 22:48:35,107 - mmaction - INFO - Epoch [32][160/2147] lr: 1.779e-01, eta: 9 days, 9:12:44, time: 1.473, data_time: 0.015, memory: 16628, top1_acc: 0.2942, top5_acc: 0.5679, loss_cls: 3.2051, loss: 3.2051, grad_norm: 1.6634 2021-01-19 22:49:06,038 - mmaction - INFO - Epoch [32][180/2147] lr: 1.780e-01, eta: 9 days, 9:11:51, time: 1.547, data_time: 0.002, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5683, loss_cls: 3.1549, loss: 3.1549, grad_norm: 1.7040 2021-01-19 22:49:34,967 - mmaction - INFO - Epoch [32][200/2147] lr: 1.780e-01, eta: 9 days, 9:10:43, time: 1.444, data_time: 0.002, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5527, loss_cls: 3.2136, loss: 3.2136, grad_norm: 1.7280 2021-01-19 22:50:08,608 - mmaction - INFO - Epoch [32][220/2147] lr: 1.781e-01, eta: 9 days, 9:10:10, time: 1.679, data_time: 0.009, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5661, loss_cls: 3.1818, loss: 3.1818, grad_norm: 1.7202 2021-01-19 22:50:40,035 - mmaction - INFO - Epoch [32][240/2147] lr: 1.781e-01, eta: 9 days, 9:09:21, time: 1.571, data_time: 0.015, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5504, loss_cls: 3.2039, loss: 3.2039, grad_norm: 1.7114 2021-01-19 22:51:11,938 - mmaction - INFO - Epoch [32][260/2147] lr: 1.782e-01, eta: 9 days, 9:08:35, time: 1.598, data_time: 0.012, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5576, loss_cls: 3.2392, loss: 3.2392, grad_norm: 1.6808 2021-01-19 22:51:41,155 - mmaction - INFO - Epoch [32][280/2147] lr: 1.782e-01, eta: 9 days, 9:07:29, time: 1.454, data_time: 0.010, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5567, loss_cls: 3.1908, loss: 3.1908, grad_norm: 1.7182 2021-01-19 22:52:11,927 - mmaction - INFO - Epoch [32][300/2147] lr: 1.782e-01, eta: 9 days, 9:06:37, time: 1.546, data_time: 0.062, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5746, loss_cls: 3.1764, loss: 3.1764, grad_norm: 1.7135 2021-01-19 22:52:41,722 - mmaction - INFO - Epoch [32][320/2147] lr: 1.783e-01, eta: 9 days, 9:05:35, time: 1.486, data_time: 0.007, memory: 16628, top1_acc: 0.3004, top5_acc: 0.5625, loss_cls: 3.1968, loss: 3.1968, grad_norm: 1.6933 2021-01-19 22:53:11,516 - mmaction - INFO - Epoch [32][340/2147] lr: 1.783e-01, eta: 9 days, 9:04:35, time: 1.493, data_time: 0.011, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5616, loss_cls: 3.2001, loss: 3.2001, grad_norm: 1.6591 2021-01-19 22:53:41,213 - mmaction - INFO - Epoch [32][360/2147] lr: 1.784e-01, eta: 9 days, 9:03:33, time: 1.481, data_time: 0.005, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5487, loss_cls: 3.2151, loss: 3.2151, grad_norm: 1.6660 2021-01-19 22:54:11,082 - mmaction - INFO - Epoch [32][380/2147] lr: 1.784e-01, eta: 9 days, 9:02:33, time: 1.493, data_time: 0.011, memory: 16628, top1_acc: 0.3000, top5_acc: 0.5558, loss_cls: 3.1702, loss: 3.1702, grad_norm: 1.6389 2021-01-19 22:54:41,177 - mmaction - INFO - Epoch [32][400/2147] lr: 1.785e-01, eta: 9 days, 9:01:34, time: 1.504, data_time: 0.008, memory: 16628, top1_acc: 0.2978, top5_acc: 0.5549, loss_cls: 3.2359, loss: 3.2359, grad_norm: 1.6643 2021-01-19 22:55:13,724 - mmaction - INFO - Epoch [32][420/2147] lr: 1.785e-01, eta: 9 days, 9:00:54, time: 1.631, data_time: 0.009, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5598, loss_cls: 3.1666, loss: 3.1666, grad_norm: 1.6944 2021-01-19 22:55:45,104 - mmaction - INFO - Epoch [32][440/2147] lr: 1.786e-01, eta: 9 days, 9:00:05, time: 1.571, data_time: 0.012, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5607, loss_cls: 3.1683, loss: 3.1683, grad_norm: 1.6635 2021-01-19 22:56:14,672 - mmaction - INFO - Epoch [32][460/2147] lr: 1.786e-01, eta: 9 days, 8:59:02, time: 1.474, data_time: 0.004, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5522, loss_cls: 3.1860, loss: 3.1860, grad_norm: 1.6790 2021-01-19 22:56:52,720 - mmaction - INFO - Epoch [32][480/2147] lr: 1.787e-01, eta: 9 days, 8:59:00, time: 1.898, data_time: 0.016, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5714, loss_cls: 3.1553, loss: 3.1553, grad_norm: 1.6548 2021-01-19 22:57:23,357 - mmaction - INFO - Epoch [32][500/2147] lr: 1.787e-01, eta: 9 days, 8:58:05, time: 1.529, data_time: 0.014, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5853, loss_cls: 3.0921, loss: 3.0921, grad_norm: 1.6836 2021-01-19 22:57:52,840 - mmaction - INFO - Epoch [32][520/2147] lr: 1.788e-01, eta: 9 days, 8:57:02, time: 1.478, data_time: 0.015, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5790, loss_cls: 3.1132, loss: 3.1132, grad_norm: 1.6885 2021-01-19 22:58:22,448 - mmaction - INFO - Epoch [32][540/2147] lr: 1.788e-01, eta: 9 days, 8:56:01, time: 1.488, data_time: 0.010, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5670, loss_cls: 3.1786, loss: 3.1786, grad_norm: 1.7248 2021-01-19 22:58:51,723 - mmaction - INFO - Epoch [32][560/2147] lr: 1.789e-01, eta: 9 days, 8:54:57, time: 1.463, data_time: 0.004, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5643, loss_cls: 3.1845, loss: 3.1845, grad_norm: 1.6604 2021-01-19 22:59:24,448 - mmaction - INFO - Epoch [32][580/2147] lr: 1.789e-01, eta: 9 days, 8:54:17, time: 1.634, data_time: 0.003, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5705, loss_cls: 3.1670, loss: 3.1670, grad_norm: 1.7097 2021-01-19 22:59:56,530 - mmaction - INFO - Epoch [32][600/2147] lr: 1.790e-01, eta: 9 days, 8:53:33, time: 1.607, data_time: 0.011, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5500, loss_cls: 3.1973, loss: 3.1973, grad_norm: 1.7126 2021-01-19 23:00:25,545 - mmaction - INFO - Epoch [32][620/2147] lr: 1.790e-01, eta: 9 days, 8:52:27, time: 1.452, data_time: 0.004, memory: 16628, top1_acc: 0.2969, top5_acc: 0.5545, loss_cls: 3.2335, loss: 3.2335, grad_norm: 1.7024 2021-01-19 23:00:56,599 - mmaction - INFO - Epoch [32][640/2147] lr: 1.791e-01, eta: 9 days, 8:51:35, time: 1.549, data_time: 0.003, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5375, loss_cls: 3.2565, loss: 3.2565, grad_norm: 1.6928 2021-01-19 23:01:28,927 - mmaction - INFO - Epoch [32][660/2147] lr: 1.791e-01, eta: 9 days, 8:50:52, time: 1.608, data_time: 0.005, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5737, loss_cls: 3.1542, loss: 3.1542, grad_norm: 1.7034 2021-01-19 23:02:05,855 - mmaction - INFO - Epoch [32][680/2147] lr: 1.792e-01, eta: 9 days, 8:50:43, time: 1.849, data_time: 0.018, memory: 16628, top1_acc: 0.3004, top5_acc: 0.5540, loss_cls: 3.2754, loss: 3.2754, grad_norm: 1.6644 2021-01-19 23:02:35,339 - mmaction - INFO - Epoch [32][700/2147] lr: 1.792e-01, eta: 9 days, 8:49:41, time: 1.482, data_time: 0.014, memory: 16628, top1_acc: 0.3013, top5_acc: 0.5473, loss_cls: 3.2447, loss: 3.2447, grad_norm: 1.6477 2021-01-19 23:03:07,536 - mmaction - INFO - Epoch [32][720/2147] lr: 1.792e-01, eta: 9 days, 8:48:57, time: 1.607, data_time: 0.003, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5638, loss_cls: 3.1795, loss: 3.1795, grad_norm: 1.6704 2021-01-19 23:03:41,000 - mmaction - INFO - Epoch [32][740/2147] lr: 1.793e-01, eta: 9 days, 8:48:23, time: 1.670, data_time: 0.009, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5567, loss_cls: 3.2340, loss: 3.2340, grad_norm: 1.6545 2021-01-19 23:04:10,612 - mmaction - INFO - Epoch [32][760/2147] lr: 1.793e-01, eta: 9 days, 8:47:22, time: 1.487, data_time: 0.014, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5728, loss_cls: 3.1529, loss: 3.1529, grad_norm: 1.7100 2021-01-19 23:04:39,622 - mmaction - INFO - Epoch [32][780/2147] lr: 1.794e-01, eta: 9 days, 8:46:15, time: 1.450, data_time: 0.003, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5687, loss_cls: 3.1637, loss: 3.1637, grad_norm: 1.6823 2021-01-19 23:05:10,808 - mmaction - INFO - Epoch [32][800/2147] lr: 1.794e-01, eta: 9 days, 8:45:25, time: 1.559, data_time: 0.004, memory: 16628, top1_acc: 0.2853, top5_acc: 0.5446, loss_cls: 3.2730, loss: 3.2730, grad_norm: 1.6737 2021-01-19 23:05:40,965 - mmaction - INFO - Epoch [32][820/2147] lr: 1.795e-01, eta: 9 days, 8:44:27, time: 1.507, data_time: 0.003, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5585, loss_cls: 3.1973, loss: 3.1973, grad_norm: 1.6730 2021-01-19 23:06:10,837 - mmaction - INFO - Epoch [32][840/2147] lr: 1.795e-01, eta: 9 days, 8:43:26, time: 1.485, data_time: 0.005, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5580, loss_cls: 3.2098, loss: 3.2098, grad_norm: 1.6535 2021-01-19 23:06:44,464 - mmaction - INFO - Epoch [32][860/2147] lr: 1.796e-01, eta: 9 days, 8:42:52, time: 1.675, data_time: 0.011, memory: 16628, top1_acc: 0.3013, top5_acc: 0.5522, loss_cls: 3.2275, loss: 3.2275, grad_norm: 1.7066 2021-01-19 23:07:14,493 - mmaction - INFO - Epoch [32][880/2147] lr: 1.796e-01, eta: 9 days, 8:41:55, time: 1.517, data_time: 0.069, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5585, loss_cls: 3.2181, loss: 3.2181, grad_norm: 1.7051 2021-01-19 23:07:44,669 - mmaction - INFO - Epoch [32][900/2147] lr: 1.797e-01, eta: 9 days, 8:40:57, time: 1.502, data_time: 0.004, memory: 16628, top1_acc: 0.2920, top5_acc: 0.5415, loss_cls: 3.2595, loss: 3.2595, grad_norm: 1.6978 2021-01-19 23:08:14,347 - mmaction - INFO - Epoch [32][920/2147] lr: 1.797e-01, eta: 9 days, 8:39:56, time: 1.490, data_time: 0.012, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5670, loss_cls: 3.2204, loss: 3.2204, grad_norm: 1.6430 2021-01-19 23:08:43,198 - mmaction - INFO - Epoch [32][940/2147] lr: 1.798e-01, eta: 9 days, 8:38:49, time: 1.443, data_time: 0.005, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5536, loss_cls: 3.2000, loss: 3.2000, grad_norm: 1.6521 2021-01-19 23:09:12,704 - mmaction - INFO - Epoch [32][960/2147] lr: 1.798e-01, eta: 9 days, 8:37:47, time: 1.475, data_time: 0.005, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5607, loss_cls: 3.1981, loss: 3.1981, grad_norm: 1.6984 2021-01-19 23:09:45,480 - mmaction - INFO - Epoch [32][980/2147] lr: 1.799e-01, eta: 9 days, 8:37:08, time: 1.637, data_time: 0.002, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5616, loss_cls: 3.2138, loss: 3.2138, grad_norm: 1.6687 2021-01-19 23:10:17,773 - mmaction - INFO - Epoch [32][1000/2147] lr: 1.799e-01, eta: 9 days, 8:36:25, time: 1.613, data_time: 0.007, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5647, loss_cls: 3.1796, loss: 3.1796, grad_norm: 1.6800 2021-01-19 23:10:51,413 - mmaction - INFO - Epoch [32][1020/2147] lr: 1.800e-01, eta: 9 days, 8:35:53, time: 1.686, data_time: 0.018, memory: 16628, top1_acc: 0.2982, top5_acc: 0.5522, loss_cls: 3.2459, loss: 3.2459, grad_norm: 1.6561 2021-01-19 23:11:21,618 - mmaction - INFO - Epoch [32][1040/2147] lr: 1.800e-01, eta: 9 days, 8:34:55, time: 1.508, data_time: 0.005, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5522, loss_cls: 3.2086, loss: 3.2086, grad_norm: 1.6736 2021-01-19 23:12:00,451 - mmaction - INFO - Epoch [32][1060/2147] lr: 1.801e-01, eta: 9 days, 8:34:59, time: 1.938, data_time: 0.009, memory: 16628, top1_acc: 0.2964, top5_acc: 0.5473, loss_cls: 3.2536, loss: 3.2536, grad_norm: 1.6674 2021-01-19 23:12:31,452 - mmaction - INFO - Epoch [32][1080/2147] lr: 1.801e-01, eta: 9 days, 8:34:08, time: 1.556, data_time: 0.013, memory: 16628, top1_acc: 0.2969, top5_acc: 0.5478, loss_cls: 3.2616, loss: 3.2616, grad_norm: 1.6812 2021-01-19 23:13:00,300 - mmaction - INFO - Epoch [32][1100/2147] lr: 1.801e-01, eta: 9 days, 8:33:01, time: 1.442, data_time: 0.005, memory: 16628, top1_acc: 0.2933, top5_acc: 0.5455, loss_cls: 3.2164, loss: 3.2164, grad_norm: 1.6772 2021-01-19 23:13:29,445 - mmaction - INFO - Epoch [32][1120/2147] lr: 1.802e-01, eta: 9 days, 8:31:56, time: 1.458, data_time: 0.008, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5629, loss_cls: 3.1862, loss: 3.1862, grad_norm: 1.6987 2021-01-19 23:14:00,302 - mmaction - INFO - Epoch [32][1140/2147] lr: 1.802e-01, eta: 9 days, 8:31:03, time: 1.540, data_time: 0.002, memory: 16628, top1_acc: 0.2888, top5_acc: 0.5469, loss_cls: 3.2946, loss: 3.2946, grad_norm: 1.6921 2021-01-19 23:14:31,378 - mmaction - INFO - Epoch [32][1160/2147] lr: 1.803e-01, eta: 9 days, 8:30:12, time: 1.557, data_time: 0.010, memory: 16628, top1_acc: 0.2902, top5_acc: 0.5527, loss_cls: 3.2268, loss: 3.2268, grad_norm: 1.6823 2021-01-19 23:15:06,273 - mmaction - INFO - Epoch [32][1180/2147] lr: 1.803e-01, eta: 9 days, 8:29:47, time: 1.737, data_time: 0.003, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5545, loss_cls: 3.2006, loss: 3.2006, grad_norm: 1.6205 2021-01-19 23:15:37,209 - mmaction - INFO - Epoch [32][1200/2147] lr: 1.804e-01, eta: 9 days, 8:28:56, time: 1.554, data_time: 0.014, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5679, loss_cls: 3.1518, loss: 3.1518, grad_norm: 1.6103 2021-01-19 23:16:07,308 - mmaction - INFO - Epoch [32][1220/2147] lr: 1.804e-01, eta: 9 days, 8:27:56, time: 1.495, data_time: 0.003, memory: 16628, top1_acc: 0.2942, top5_acc: 0.5487, loss_cls: 3.2522, loss: 3.2522, grad_norm: 1.6932 2021-01-19 23:16:41,029 - mmaction - INFO - Epoch [32][1240/2147] lr: 1.805e-01, eta: 9 days, 8:27:12, time: 1.603, data_time: 0.015, memory: 16628, top1_acc: 0.2973, top5_acc: 0.5406, loss_cls: 3.2487, loss: 3.2487, grad_norm: 1.6429 2021-01-19 23:17:10,630 - mmaction - INFO - Epoch [32][1260/2147] lr: 1.805e-01, eta: 9 days, 8:26:24, time: 1.574, data_time: 0.098, memory: 16628, top1_acc: 0.2973, top5_acc: 0.5504, loss_cls: 3.1991, loss: 3.1991, grad_norm: 1.6644 2021-01-19 23:17:42,165 - mmaction - INFO - Epoch [32][1280/2147] lr: 1.806e-01, eta: 9 days, 8:25:36, time: 1.575, data_time: 0.005, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5625, loss_cls: 3.2073, loss: 3.2073, grad_norm: 1.6637 2021-01-19 23:18:11,129 - mmaction - INFO - Epoch [32][1300/2147] lr: 1.806e-01, eta: 9 days, 8:24:30, time: 1.450, data_time: 0.005, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5638, loss_cls: 3.2070, loss: 3.2070, grad_norm: 1.6788 2021-01-19 23:18:40,476 - mmaction - INFO - Epoch [32][1320/2147] lr: 1.807e-01, eta: 9 days, 8:23:26, time: 1.461, data_time: 0.006, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5750, loss_cls: 3.1548, loss: 3.1548, grad_norm: 1.6555 2021-01-19 23:19:11,178 - mmaction - INFO - Epoch [32][1340/2147] lr: 1.807e-01, eta: 9 days, 8:22:33, time: 1.542, data_time: 0.014, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5585, loss_cls: 3.1649, loss: 3.1649, grad_norm: 1.6977 2021-01-19 23:19:42,490 - mmaction - INFO - Epoch [32][1360/2147] lr: 1.808e-01, eta: 9 days, 8:21:44, time: 1.564, data_time: 0.004, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5656, loss_cls: 3.2135, loss: 3.2135, grad_norm: 1.6346 2021-01-19 23:20:14,909 - mmaction - INFO - Epoch [32][1380/2147] lr: 1.808e-01, eta: 9 days, 8:21:02, time: 1.620, data_time: 0.005, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5625, loss_cls: 3.1724, loss: 3.1724, grad_norm: 1.6805 2021-01-19 23:20:43,926 - mmaction - INFO - Epoch [32][1400/2147] lr: 1.809e-01, eta: 9 days, 8:19:56, time: 1.447, data_time: 0.008, memory: 16628, top1_acc: 0.2991, top5_acc: 0.5469, loss_cls: 3.2254, loss: 3.2254, grad_norm: 1.6955 2021-01-19 23:21:14,162 - mmaction - INFO - Epoch [32][1420/2147] lr: 1.809e-01, eta: 9 days, 8:19:00, time: 1.516, data_time: 0.009, memory: 16628, top1_acc: 0.2879, top5_acc: 0.5424, loss_cls: 3.3057, loss: 3.3057, grad_norm: 1.6861 2021-01-19 23:21:46,230 - mmaction - INFO - Epoch [32][1440/2147] lr: 1.810e-01, eta: 9 days, 8:18:16, time: 1.605, data_time: 0.006, memory: 16628, top1_acc: 0.2844, top5_acc: 0.5446, loss_cls: 3.3069, loss: 3.3069, grad_norm: 1.6691 2021-01-19 23:22:15,582 - mmaction - INFO - Epoch [32][1460/2147] lr: 1.810e-01, eta: 9 days, 8:17:13, time: 1.468, data_time: 0.004, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5451, loss_cls: 3.2627, loss: 3.2627, grad_norm: 1.6647 2021-01-19 23:22:45,123 - mmaction - INFO - Epoch [32][1480/2147] lr: 1.811e-01, eta: 9 days, 8:16:11, time: 1.475, data_time: 0.002, memory: 16628, top1_acc: 0.2906, top5_acc: 0.5540, loss_cls: 3.2679, loss: 3.2679, grad_norm: 1.6562 2021-01-19 23:23:14,111 - mmaction - INFO - Epoch [32][1500/2147] lr: 1.811e-01, eta: 9 days, 8:15:06, time: 1.450, data_time: 0.011, memory: 16628, top1_acc: 0.2929, top5_acc: 0.5469, loss_cls: 3.2758, loss: 3.2758, grad_norm: 1.6770 2021-01-19 23:23:44,316 - mmaction - INFO - Epoch [32][1520/2147] lr: 1.811e-01, eta: 9 days, 8:14:08, time: 1.509, data_time: 0.004, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5589, loss_cls: 3.1737, loss: 3.1737, grad_norm: 1.6641 2021-01-19 23:24:16,046 - mmaction - INFO - Epoch [32][1540/2147] lr: 1.812e-01, eta: 9 days, 8:13:22, time: 1.585, data_time: 0.009, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5647, loss_cls: 3.1879, loss: 3.1879, grad_norm: 1.6871 2021-01-19 23:24:46,339 - mmaction - INFO - Epoch [32][1560/2147] lr: 1.812e-01, eta: 9 days, 8:12:25, time: 1.511, data_time: 0.011, memory: 16628, top1_acc: 0.2879, top5_acc: 0.5402, loss_cls: 3.2596, loss: 3.2596, grad_norm: 1.6980 2021-01-19 23:25:15,073 - mmaction - INFO - Epoch [32][1580/2147] lr: 1.813e-01, eta: 9 days, 8:11:19, time: 1.444, data_time: 0.011, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5589, loss_cls: 3.2204, loss: 3.2204, grad_norm: 1.6558 2021-01-19 23:25:44,959 - mmaction - INFO - Epoch [32][1600/2147] lr: 1.813e-01, eta: 9 days, 8:10:20, time: 1.495, data_time: 0.004, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5643, loss_cls: 3.2352, loss: 3.2352, grad_norm: 1.6647 2021-01-19 23:26:13,995 - mmaction - INFO - Epoch [32][1620/2147] lr: 1.814e-01, eta: 9 days, 8:09:14, time: 1.449, data_time: 0.005, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5540, loss_cls: 3.2191, loss: 3.2191, grad_norm: 1.6280 2021-01-19 23:26:53,208 - mmaction - INFO - Epoch [32][1640/2147] lr: 1.814e-01, eta: 9 days, 8:09:20, time: 1.959, data_time: 0.009, memory: 16628, top1_acc: 0.2862, top5_acc: 0.5335, loss_cls: 3.2534, loss: 3.2534, grad_norm: 1.6620 2021-01-19 23:27:23,251 - mmaction - INFO - Epoch [32][1660/2147] lr: 1.815e-01, eta: 9 days, 8:08:22, time: 1.500, data_time: 0.009, memory: 16628, top1_acc: 0.2812, top5_acc: 0.5455, loss_cls: 3.3041, loss: 3.3041, grad_norm: 1.6546 2021-01-19 23:27:52,874 - mmaction - INFO - Epoch [32][1680/2147] lr: 1.815e-01, eta: 9 days, 8:07:21, time: 1.481, data_time: 0.009, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5821, loss_cls: 3.1371, loss: 3.1371, grad_norm: 1.6768 2021-01-19 23:28:23,840 - mmaction - INFO - Epoch [32][1700/2147] lr: 1.816e-01, eta: 9 days, 8:06:30, time: 1.553, data_time: 0.007, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5621, loss_cls: 3.1702, loss: 3.1702, grad_norm: 1.6599 2021-01-19 23:28:52,748 - mmaction - INFO - Epoch [32][1720/2147] lr: 1.816e-01, eta: 9 days, 8:05:24, time: 1.444, data_time: 0.003, memory: 16628, top1_acc: 0.2955, top5_acc: 0.5540, loss_cls: 3.2433, loss: 3.2433, grad_norm: 1.6768 2021-01-19 23:29:21,804 - mmaction - INFO - Epoch [32][1740/2147] lr: 1.817e-01, eta: 9 days, 8:04:19, time: 1.455, data_time: 0.005, memory: 16628, top1_acc: 0.3000, top5_acc: 0.5629, loss_cls: 3.2330, loss: 3.2330, grad_norm: 1.6930 2021-01-19 23:29:52,345 - mmaction - INFO - Epoch [32][1760/2147] lr: 1.817e-01, eta: 9 days, 8:03:25, time: 1.527, data_time: 0.003, memory: 16628, top1_acc: 0.2951, top5_acc: 0.5491, loss_cls: 3.2959, loss: 3.2959, grad_norm: 1.6387 2021-01-19 23:30:20,921 - mmaction - INFO - Epoch [32][1780/2147] lr: 1.818e-01, eta: 9 days, 8:02:16, time: 1.429, data_time: 0.004, memory: 16628, top1_acc: 0.2982, top5_acc: 0.5571, loss_cls: 3.2495, loss: 3.2495, grad_norm: 1.6871 2021-01-19 23:30:49,902 - mmaction - INFO - Epoch [32][1800/2147] lr: 1.818e-01, eta: 9 days, 8:01:11, time: 1.449, data_time: 0.004, memory: 16628, top1_acc: 0.2969, top5_acc: 0.5496, loss_cls: 3.2357, loss: 3.2357, grad_norm: 1.6686 2021-01-19 23:31:19,119 - mmaction - INFO - Epoch [32][1820/2147] lr: 1.819e-01, eta: 9 days, 8:00:07, time: 1.461, data_time: 0.004, memory: 16628, top1_acc: 0.2875, top5_acc: 0.5397, loss_cls: 3.3345, loss: 3.3345, grad_norm: 1.7057 2021-01-19 23:31:57,293 - mmaction - INFO - Epoch [32][1840/2147] lr: 1.819e-01, eta: 9 days, 8:00:06, time: 1.903, data_time: 0.005, memory: 16628, top1_acc: 0.2875, top5_acc: 0.5402, loss_cls: 3.2442, loss: 3.2442, grad_norm: 1.6354 2021-01-19 23:32:27,754 - mmaction - INFO - Epoch [32][1860/2147] lr: 1.820e-01, eta: 9 days, 7:59:11, time: 1.523, data_time: 0.011, memory: 16628, top1_acc: 0.2973, top5_acc: 0.5469, loss_cls: 3.2177, loss: 3.2177, grad_norm: 1.6581 2021-01-19 23:32:56,473 - mmaction - INFO - Epoch [32][1880/2147] lr: 1.820e-01, eta: 9 days, 7:58:04, time: 1.440, data_time: 0.007, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5674, loss_cls: 3.1782, loss: 3.1782, grad_norm: 1.6681 2021-01-19 23:33:27,183 - mmaction - INFO - Epoch [32][1900/2147] lr: 1.821e-01, eta: 9 days, 7:57:11, time: 1.533, data_time: 0.009, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5799, loss_cls: 3.1381, loss: 3.1381, grad_norm: 1.6749 2021-01-19 23:33:57,756 - mmaction - INFO - Epoch [32][1920/2147] lr: 1.821e-01, eta: 9 days, 7:56:17, time: 1.532, data_time: 0.007, memory: 16628, top1_acc: 0.2933, top5_acc: 0.5522, loss_cls: 3.2717, loss: 3.2717, grad_norm: 1.6883 2021-01-19 23:34:29,080 - mmaction - INFO - Epoch [32][1940/2147] lr: 1.821e-01, eta: 9 days, 7:55:28, time: 1.565, data_time: 0.005, memory: 16628, top1_acc: 0.2991, top5_acc: 0.5478, loss_cls: 3.2295, loss: 3.2295, grad_norm: 1.6276 2021-01-19 23:34:59,789 - mmaction - INFO - Epoch [32][1960/2147] lr: 1.822e-01, eta: 9 days, 7:54:35, time: 1.535, data_time: 0.007, memory: 16628, top1_acc: 0.2933, top5_acc: 0.5580, loss_cls: 3.2458, loss: 3.2458, grad_norm: 1.6709 2021-01-19 23:35:30,780 - mmaction - INFO - Epoch [32][1980/2147] lr: 1.822e-01, eta: 9 days, 7:53:44, time: 1.551, data_time: 0.006, memory: 16628, top1_acc: 0.2817, top5_acc: 0.5201, loss_cls: 3.3859, loss: 3.3859, grad_norm: 1.6635 2021-01-19 23:36:00,186 - mmaction - INFO - Epoch [32][2000/2147] lr: 1.823e-01, eta: 9 days, 7:52:41, time: 1.471, data_time: 0.005, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5763, loss_cls: 3.1204, loss: 3.1204, grad_norm: 1.6213 2021-01-19 23:36:28,987 - mmaction - INFO - Epoch [32][2020/2147] lr: 1.823e-01, eta: 9 days, 7:51:35, time: 1.440, data_time: 0.002, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5687, loss_cls: 3.1973, loss: 3.1973, grad_norm: 1.6366 2021-01-19 23:37:03,608 - mmaction - INFO - Epoch [32][2040/2147] lr: 1.824e-01, eta: 9 days, 7:51:09, time: 1.729, data_time: 0.002, memory: 16628, top1_acc: 0.3063, top5_acc: 0.5638, loss_cls: 3.2044, loss: 3.2044, grad_norm: 1.6687 2021-01-19 23:37:32,756 - mmaction - INFO - Epoch [32][2060/2147] lr: 1.824e-01, eta: 9 days, 7:50:05, time: 1.460, data_time: 0.005, memory: 16628, top1_acc: 0.2955, top5_acc: 0.5460, loss_cls: 3.2472, loss: 3.2472, grad_norm: 1.7070 2021-01-19 23:38:02,427 - mmaction - INFO - Epoch [32][2080/2147] lr: 1.825e-01, eta: 9 days, 7:49:05, time: 1.481, data_time: 0.003, memory: 16628, top1_acc: 0.2848, top5_acc: 0.5527, loss_cls: 3.2688, loss: 3.2688, grad_norm: 1.6325 2021-01-19 23:38:34,676 - mmaction - INFO - Epoch [32][2100/2147] lr: 1.825e-01, eta: 9 days, 7:48:23, time: 1.615, data_time: 0.008, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5500, loss_cls: 3.2563, loss: 3.2563, grad_norm: 1.6362 2021-01-19 23:39:03,568 - mmaction - INFO - Epoch [32][2120/2147] lr: 1.826e-01, eta: 9 days, 7:47:17, time: 1.445, data_time: 0.002, memory: 16628, top1_acc: 0.2960, top5_acc: 0.5464, loss_cls: 3.2807, loss: 3.2807, grad_norm: 1.6776 2021-01-19 23:39:34,696 - mmaction - INFO - Epoch [32][2140/2147] lr: 1.826e-01, eta: 9 days, 7:46:27, time: 1.556, data_time: 0.002, memory: 16628, top1_acc: 0.2951, top5_acc: 0.5567, loss_cls: 3.2519, loss: 3.2519, grad_norm: 1.6646 2021-01-19 23:40:00,828 - mmaction - INFO - Saving checkpoint at 32 epochs 2021-01-19 23:45:20,239 - mmaction - INFO - Epoch [33][20/2147] lr: 1.822e-01, eta: 9 days, 8:17:29, time: 15.888, data_time: 14.260, memory: 16628, top1_acc: 0.2933, top5_acc: 0.5504, loss_cls: 3.2313, loss: 3.2313, grad_norm: 1.6280 2021-01-19 23:45:51,214 - mmaction - INFO - Epoch [33][40/2147] lr: 1.823e-01, eta: 9 days, 8:16:36, time: 1.546, data_time: 0.003, memory: 16628, top1_acc: 0.2982, top5_acc: 0.5415, loss_cls: 3.3024, loss: 3.3024, grad_norm: 1.6709 2021-01-19 23:46:20,655 - mmaction - INFO - Epoch [33][60/2147] lr: 1.823e-01, eta: 9 days, 8:15:34, time: 1.474, data_time: 0.004, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5701, loss_cls: 3.1855, loss: 3.1855, grad_norm: 1.6411 2021-01-19 23:46:54,839 - mmaction - INFO - Epoch [33][80/2147] lr: 1.824e-01, eta: 9 days, 8:15:04, time: 1.704, data_time: 0.003, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5402, loss_cls: 3.2799, loss: 3.2799, grad_norm: 1.6135 2021-01-19 23:47:25,967 - mmaction - INFO - Epoch [33][100/2147] lr: 1.824e-01, eta: 9 days, 8:14:14, time: 1.562, data_time: 0.009, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5545, loss_cls: 3.1828, loss: 3.1828, grad_norm: 1.6785 2021-01-19 23:47:54,807 - mmaction - INFO - Epoch [33][120/2147] lr: 1.825e-01, eta: 9 days, 8:13:07, time: 1.440, data_time: 0.001, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5585, loss_cls: 3.2033, loss: 3.2033, grad_norm: 1.7028 2021-01-19 23:48:24,692 - mmaction - INFO - Epoch [33][140/2147] lr: 1.825e-01, eta: 9 days, 8:12:07, time: 1.489, data_time: 0.003, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5728, loss_cls: 3.1828, loss: 3.1828, grad_norm: 1.6961 2021-01-19 23:48:55,366 - mmaction - INFO - Epoch [33][160/2147] lr: 1.826e-01, eta: 9 days, 8:11:13, time: 1.534, data_time: 0.009, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5580, loss_cls: 3.2461, loss: 3.2461, grad_norm: 1.6492 2021-01-19 23:49:24,386 - mmaction - INFO - Epoch [33][180/2147] lr: 1.826e-01, eta: 9 days, 8:10:09, time: 1.458, data_time: 0.009, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5589, loss_cls: 3.1796, loss: 3.1796, grad_norm: 1.6703 2021-01-19 23:49:53,221 - mmaction - INFO - Epoch [33][200/2147] lr: 1.827e-01, eta: 9 days, 8:09:02, time: 1.439, data_time: 0.003, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5536, loss_cls: 3.1829, loss: 3.1829, grad_norm: 1.6521 2021-01-19 23:50:22,565 - mmaction - INFO - Epoch [33][220/2147] lr: 1.827e-01, eta: 9 days, 8:07:59, time: 1.466, data_time: 0.003, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5710, loss_cls: 3.1455, loss: 3.1455, grad_norm: 1.6469 2021-01-19 23:50:51,463 - mmaction - INFO - Epoch [33][240/2147] lr: 1.828e-01, eta: 9 days, 8:06:53, time: 1.448, data_time: 0.010, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5652, loss_cls: 3.2163, loss: 3.2163, grad_norm: 1.6804 2021-01-19 23:51:20,615 - mmaction - INFO - Epoch [33][260/2147] lr: 1.828e-01, eta: 9 days, 8:05:48, time: 1.455, data_time: 0.005, memory: 16628, top1_acc: 0.3062, top5_acc: 0.5594, loss_cls: 3.1857, loss: 3.1857, grad_norm: 1.6445 2021-01-19 23:51:53,713 - mmaction - INFO - Epoch [33][280/2147] lr: 1.829e-01, eta: 9 days, 8:05:12, time: 1.655, data_time: 0.005, memory: 16628, top1_acc: 0.2969, top5_acc: 0.5545, loss_cls: 3.2255, loss: 3.2255, grad_norm: 1.6362 2021-01-19 23:52:23,320 - mmaction - INFO - Epoch [33][300/2147] lr: 1.829e-01, eta: 9 days, 8:04:10, time: 1.476, data_time: 0.006, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5772, loss_cls: 3.1203, loss: 3.1203, grad_norm: 1.6894 2021-01-19 23:52:52,430 - mmaction - INFO - Epoch [33][320/2147] lr: 1.830e-01, eta: 9 days, 8:03:06, time: 1.463, data_time: 0.011, memory: 16628, top1_acc: 0.2830, top5_acc: 0.5366, loss_cls: 3.2881, loss: 3.2881, grad_norm: 1.7297 2021-01-19 23:53:22,620 - mmaction - INFO - Epoch [33][340/2147] lr: 1.830e-01, eta: 9 days, 8:02:09, time: 1.508, data_time: 0.003, memory: 16628, top1_acc: 0.2804, top5_acc: 0.5375, loss_cls: 3.3055, loss: 3.3055, grad_norm: 1.6835 2021-01-19 23:53:53,742 - mmaction - INFO - Epoch [33][360/2147] lr: 1.831e-01, eta: 9 days, 8:01:18, time: 1.555, data_time: 0.008, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5656, loss_cls: 3.1232, loss: 3.1232, grad_norm: 1.6256 2021-01-19 23:54:22,591 - mmaction - INFO - Epoch [33][380/2147] lr: 1.831e-01, eta: 9 days, 8:00:12, time: 1.441, data_time: 0.004, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5746, loss_cls: 3.1599, loss: 3.1599, grad_norm: 1.6696 2021-01-19 23:54:53,149 - mmaction - INFO - Epoch [33][400/2147] lr: 1.831e-01, eta: 9 days, 7:59:17, time: 1.529, data_time: 0.006, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5469, loss_cls: 3.2651, loss: 3.2651, grad_norm: 1.6747 2021-01-19 23:55:23,930 - mmaction - INFO - Epoch [33][420/2147] lr: 1.832e-01, eta: 9 days, 7:58:25, time: 1.541, data_time: 0.005, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5696, loss_cls: 3.2043, loss: 3.2043, grad_norm: 1.6486 2021-01-19 23:55:53,622 - mmaction - INFO - Epoch [33][440/2147] lr: 1.832e-01, eta: 9 days, 7:57:24, time: 1.484, data_time: 0.003, memory: 16628, top1_acc: 0.2826, top5_acc: 0.5384, loss_cls: 3.2722, loss: 3.2722, grad_norm: 1.7129 2021-01-19 23:56:24,248 - mmaction - INFO - Epoch [33][460/2147] lr: 1.833e-01, eta: 9 days, 7:56:30, time: 1.530, data_time: 0.003, memory: 16628, top1_acc: 0.2973, top5_acc: 0.5513, loss_cls: 3.2481, loss: 3.2481, grad_norm: 1.6197 2021-01-19 23:56:53,409 - mmaction - INFO - Epoch [33][480/2147] lr: 1.833e-01, eta: 9 days, 7:55:26, time: 1.460, data_time: 0.009, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5563, loss_cls: 3.1660, loss: 3.1660, grad_norm: 1.6368 2021-01-19 23:57:22,910 - mmaction - INFO - Epoch [33][500/2147] lr: 1.834e-01, eta: 9 days, 7:54:25, time: 1.475, data_time: 0.006, memory: 16628, top1_acc: 0.3062, top5_acc: 0.5589, loss_cls: 3.1479, loss: 3.1479, grad_norm: 1.7079 2021-01-19 23:57:53,522 - mmaction - INFO - Epoch [33][520/2147] lr: 1.834e-01, eta: 9 days, 7:53:31, time: 1.531, data_time: 0.004, memory: 16628, top1_acc: 0.2933, top5_acc: 0.5411, loss_cls: 3.2840, loss: 3.2840, grad_norm: 1.6851 2021-01-19 23:58:23,276 - mmaction - INFO - Epoch [33][540/2147] lr: 1.835e-01, eta: 9 days, 7:52:30, time: 1.486, data_time: 0.003, memory: 16628, top1_acc: 0.2924, top5_acc: 0.5629, loss_cls: 3.2148, loss: 3.2148, grad_norm: 1.6434 2021-01-19 23:58:52,174 - mmaction - INFO - Epoch [33][560/2147] lr: 1.835e-01, eta: 9 days, 7:51:25, time: 1.446, data_time: 0.005, memory: 16628, top1_acc: 0.2991, top5_acc: 0.5536, loss_cls: 3.2415, loss: 3.2415, grad_norm: 1.6787 2021-01-19 23:59:20,648 - mmaction - INFO - Epoch [33][580/2147] lr: 1.836e-01, eta: 9 days, 7:50:16, time: 1.422, data_time: 0.003, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5585, loss_cls: 3.2056, loss: 3.2056, grad_norm: 1.6832 2021-01-19 23:59:49,947 - mmaction - INFO - Epoch [33][600/2147] lr: 1.836e-01, eta: 9 days, 7:49:13, time: 1.467, data_time: 0.011, memory: 16628, top1_acc: 0.3013, top5_acc: 0.5469, loss_cls: 3.2192, loss: 3.2192, grad_norm: 1.6602 2021-01-20 00:00:26,709 - mmaction - INFO - Epoch [33][620/2147] lr: 1.837e-01, eta: 9 days, 7:49:00, time: 1.825, data_time: 0.004, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5665, loss_cls: 3.2374, loss: 3.2374, grad_norm: 1.6665 2021-01-20 00:01:01,031 - mmaction - INFO - Epoch [33][640/2147] lr: 1.837e-01, eta: 9 days, 7:48:33, time: 1.725, data_time: 0.022, memory: 16628, top1_acc: 0.2978, top5_acc: 0.5487, loss_cls: 3.2591, loss: 3.2591, grad_norm: 1.7012 2021-01-20 00:01:32,669 - mmaction - INFO - Epoch [33][660/2147] lr: 1.838e-01, eta: 9 days, 7:47:46, time: 1.583, data_time: 0.011, memory: 16628, top1_acc: 0.2893, top5_acc: 0.5460, loss_cls: 3.2290, loss: 3.2290, grad_norm: 1.6078 2021-01-20 00:02:15,931 - mmaction - INFO - Epoch [33][680/2147] lr: 1.838e-01, eta: 9 days, 7:48:20, time: 2.162, data_time: 0.035, memory: 16628, top1_acc: 0.2924, top5_acc: 0.5603, loss_cls: 3.2154, loss: 3.2154, grad_norm: 1.6435 2021-01-20 00:02:45,032 - mmaction - INFO - Epoch [33][700/2147] lr: 1.839e-01, eta: 9 days, 7:47:16, time: 1.459, data_time: 0.012, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5723, loss_cls: 3.1434, loss: 3.1434, grad_norm: 1.6211 2021-01-20 00:03:17,676 - mmaction - INFO - Epoch [33][720/2147] lr: 1.839e-01, eta: 9 days, 7:46:36, time: 1.631, data_time: 0.003, memory: 16628, top1_acc: 0.3004, top5_acc: 0.5518, loss_cls: 3.2472, loss: 3.2472, grad_norm: 1.6408 2021-01-20 00:03:48,514 - mmaction - INFO - Epoch [33][740/2147] lr: 1.840e-01, eta: 9 days, 7:45:44, time: 1.544, data_time: 0.062, memory: 16628, top1_acc: 0.2991, top5_acc: 0.5531, loss_cls: 3.2279, loss: 3.2279, grad_norm: 1.6744 2021-01-20 00:04:17,708 - mmaction - INFO - Epoch [33][760/2147] lr: 1.840e-01, eta: 9 days, 7:44:40, time: 1.459, data_time: 0.004, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5513, loss_cls: 3.1915, loss: 3.1915, grad_norm: 1.6668 2021-01-20 00:04:50,645 - mmaction - INFO - Epoch [33][780/2147] lr: 1.841e-01, eta: 9 days, 7:44:02, time: 1.645, data_time: 0.002, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5652, loss_cls: 3.1954, loss: 3.1954, grad_norm: 1.7041 2021-01-20 00:05:22,931 - mmaction - INFO - Epoch [33][800/2147] lr: 1.841e-01, eta: 9 days, 7:43:19, time: 1.607, data_time: 0.006, memory: 16628, top1_acc: 0.3063, top5_acc: 0.5540, loss_cls: 3.2546, loss: 3.2546, grad_norm: 1.6639 2021-01-20 00:05:52,039 - mmaction - INFO - Epoch [33][820/2147] lr: 1.841e-01, eta: 9 days, 7:42:15, time: 1.459, data_time: 0.021, memory: 16628, top1_acc: 0.3018, top5_acc: 0.5545, loss_cls: 3.2588, loss: 3.2588, grad_norm: 1.6800 2021-01-20 00:06:23,530 - mmaction - INFO - Epoch [33][840/2147] lr: 1.842e-01, eta: 9 days, 7:41:28, time: 1.576, data_time: 0.008, memory: 16628, top1_acc: 0.3000, top5_acc: 0.5643, loss_cls: 3.1920, loss: 3.1920, grad_norm: 1.6714 2021-01-20 00:06:54,063 - mmaction - INFO - Epoch [33][860/2147] lr: 1.842e-01, eta: 9 days, 7:40:34, time: 1.530, data_time: 0.012, memory: 16628, top1_acc: 0.2866, top5_acc: 0.5625, loss_cls: 3.2196, loss: 3.2196, grad_norm: 1.6746 2021-01-20 00:07:22,833 - mmaction - INFO - Epoch [33][880/2147] lr: 1.843e-01, eta: 9 days, 7:39:27, time: 1.440, data_time: 0.003, memory: 16628, top1_acc: 0.2964, top5_acc: 0.5531, loss_cls: 3.2419, loss: 3.2419, grad_norm: 1.7098 2021-01-20 00:07:51,714 - mmaction - INFO - Epoch [33][900/2147] lr: 1.843e-01, eta: 9 days, 7:38:21, time: 1.436, data_time: 0.005, memory: 16628, top1_acc: 0.2942, top5_acc: 0.5496, loss_cls: 3.2282, loss: 3.2282, grad_norm: 1.6725 2021-01-20 00:08:20,547 - mmaction - INFO - Epoch [33][920/2147] lr: 1.844e-01, eta: 9 days, 7:37:16, time: 1.449, data_time: 0.012, memory: 16628, top1_acc: 0.3062, top5_acc: 0.5647, loss_cls: 3.1540, loss: 3.1540, grad_norm: 1.6456 2021-01-20 00:08:49,200 - mmaction - INFO - Epoch [33][940/2147] lr: 1.844e-01, eta: 9 days, 7:36:08, time: 1.430, data_time: 0.001, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5446, loss_cls: 3.2740, loss: 3.2740, grad_norm: 1.6709 2021-01-20 00:09:21,471 - mmaction - INFO - Epoch [33][960/2147] lr: 1.845e-01, eta: 9 days, 7:35:25, time: 1.608, data_time: 0.005, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5585, loss_cls: 3.2048, loss: 3.2048, grad_norm: 1.7020 2021-01-20 00:09:50,512 - mmaction - INFO - Epoch [33][980/2147] lr: 1.845e-01, eta: 9 days, 7:34:21, time: 1.459, data_time: 0.013, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5504, loss_cls: 3.2161, loss: 3.2161, grad_norm: 1.6444 2021-01-20 00:10:24,414 - mmaction - INFO - Epoch [33][1000/2147] lr: 1.846e-01, eta: 9 days, 7:33:50, time: 1.696, data_time: 0.002, memory: 16628, top1_acc: 0.3000, top5_acc: 0.5513, loss_cls: 3.2438, loss: 3.2438, grad_norm: 1.6622 2021-01-20 00:10:55,695 - mmaction - INFO - Epoch [33][1020/2147] lr: 1.846e-01, eta: 9 days, 7:32:59, time: 1.550, data_time: 0.002, memory: 16628, top1_acc: 0.2875, top5_acc: 0.5317, loss_cls: 3.3427, loss: 3.3427, grad_norm: 1.6329 2021-01-20 00:11:27,329 - mmaction - INFO - Epoch [33][1040/2147] lr: 1.847e-01, eta: 9 days, 7:32:15, time: 1.595, data_time: 0.017, memory: 16628, top1_acc: 0.2955, top5_acc: 0.5589, loss_cls: 3.2338, loss: 3.2338, grad_norm: 1.6244 2021-01-20 00:11:56,893 - mmaction - INFO - Epoch [33][1060/2147] lr: 1.847e-01, eta: 9 days, 7:31:14, time: 1.477, data_time: 0.009, memory: 16628, top1_acc: 0.3062, top5_acc: 0.5598, loss_cls: 3.2577, loss: 3.2577, grad_norm: 1.6963 2021-01-20 00:12:25,473 - mmaction - INFO - Epoch [33][1080/2147] lr: 1.848e-01, eta: 9 days, 7:30:06, time: 1.431, data_time: 0.005, memory: 16628, top1_acc: 0.2969, top5_acc: 0.5571, loss_cls: 3.2455, loss: 3.2455, grad_norm: 1.6543 2021-01-20 00:12:54,657 - mmaction - INFO - Epoch [33][1100/2147] lr: 1.848e-01, eta: 9 days, 7:29:03, time: 1.458, data_time: 0.002, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5625, loss_cls: 3.2014, loss: 3.2014, grad_norm: 1.6524 2021-01-20 00:13:27,276 - mmaction - INFO - Epoch [33][1120/2147] lr: 1.849e-01, eta: 9 days, 7:28:23, time: 1.629, data_time: 0.004, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5759, loss_cls: 3.1765, loss: 3.1765, grad_norm: 1.6527 2021-01-20 00:13:55,979 - mmaction - INFO - Epoch [33][1140/2147] lr: 1.849e-01, eta: 9 days, 7:27:16, time: 1.438, data_time: 0.009, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5647, loss_cls: 3.2056, loss: 3.2056, grad_norm: 1.6224 2021-01-20 00:14:24,950 - mmaction - INFO - Epoch [33][1160/2147] lr: 1.850e-01, eta: 9 days, 7:26:11, time: 1.446, data_time: 0.002, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5705, loss_cls: 3.1620, loss: 3.1620, grad_norm: 1.6694 2021-01-20 00:14:58,217 - mmaction - INFO - Epoch [33][1180/2147] lr: 1.850e-01, eta: 9 days, 7:25:36, time: 1.662, data_time: 0.005, memory: 16628, top1_acc: 0.2938, top5_acc: 0.5545, loss_cls: 3.2148, loss: 3.2148, grad_norm: 1.7138 2021-01-20 00:15:27,229 - mmaction - INFO - Epoch [33][1200/2147] lr: 1.850e-01, eta: 9 days, 7:24:31, time: 1.449, data_time: 0.010, memory: 16628, top1_acc: 0.2893, top5_acc: 0.5571, loss_cls: 3.2341, loss: 3.2341, grad_norm: 1.6304 2021-01-20 00:16:01,249 - mmaction - INFO - Epoch [33][1220/2147] lr: 1.851e-01, eta: 9 days, 7:24:00, time: 1.697, data_time: 0.012, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5621, loss_cls: 3.1700, loss: 3.1700, grad_norm: 1.6503 2021-01-20 00:16:33,589 - mmaction - INFO - Epoch [33][1240/2147] lr: 1.851e-01, eta: 9 days, 7:23:15, time: 1.596, data_time: 0.022, memory: 16628, top1_acc: 0.2960, top5_acc: 0.5478, loss_cls: 3.2408, loss: 3.2408, grad_norm: 1.6937 2021-01-20 00:17:06,770 - mmaction - INFO - Epoch [33][1260/2147] lr: 1.852e-01, eta: 9 days, 7:22:43, time: 1.683, data_time: 0.033, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5696, loss_cls: 3.1459, loss: 3.1459, grad_norm: 1.6895 2021-01-20 00:17:39,088 - mmaction - INFO - Epoch [33][1280/2147] lr: 1.852e-01, eta: 9 days, 7:22:02, time: 1.622, data_time: 0.010, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5621, loss_cls: 3.1867, loss: 3.1867, grad_norm: 1.6374 2021-01-20 00:18:11,022 - mmaction - INFO - Epoch [33][1300/2147] lr: 1.853e-01, eta: 9 days, 7:21:16, time: 1.590, data_time: 0.006, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5719, loss_cls: 3.1825, loss: 3.1825, grad_norm: 1.6676 2021-01-20 00:18:40,334 - mmaction - INFO - Epoch [33][1320/2147] lr: 1.853e-01, eta: 9 days, 7:20:15, time: 1.470, data_time: 0.010, memory: 16628, top1_acc: 0.2929, top5_acc: 0.5411, loss_cls: 3.2548, loss: 3.2548, grad_norm: 1.6347 2021-01-20 00:19:11,980 - mmaction - INFO - Epoch [33][1340/2147] lr: 1.854e-01, eta: 9 days, 7:19:28, time: 1.584, data_time: 0.004, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5683, loss_cls: 3.1857, loss: 3.1857, grad_norm: 1.6278 2021-01-20 00:19:42,800 - mmaction - INFO - Epoch [33][1360/2147] lr: 1.854e-01, eta: 9 days, 7:18:36, time: 1.537, data_time: 0.007, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5683, loss_cls: 3.1918, loss: 3.1918, grad_norm: 1.6535 2021-01-20 00:20:12,380 - mmaction - INFO - Epoch [33][1380/2147] lr: 1.855e-01, eta: 9 days, 7:17:35, time: 1.478, data_time: 0.010, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5545, loss_cls: 3.2435, loss: 3.2435, grad_norm: 1.6481 2021-01-20 00:20:42,707 - mmaction - INFO - Epoch [33][1400/2147] lr: 1.855e-01, eta: 9 days, 7:16:40, time: 1.518, data_time: 0.008, memory: 16628, top1_acc: 0.2951, top5_acc: 0.5571, loss_cls: 3.2190, loss: 3.2190, grad_norm: 1.6977 2021-01-20 00:21:14,948 - mmaction - INFO - Epoch [33][1420/2147] lr: 1.856e-01, eta: 9 days, 7:15:58, time: 1.615, data_time: 0.011, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5625, loss_cls: 3.1783, loss: 3.1783, grad_norm: 1.6987 2021-01-20 00:21:45,401 - mmaction - INFO - Epoch [33][1440/2147] lr: 1.856e-01, eta: 9 days, 7:14:57, time: 1.472, data_time: 0.005, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5562, loss_cls: 3.2302, loss: 3.2302, grad_norm: 1.6758 2021-01-20 00:22:17,014 - mmaction - INFO - Epoch [33][1460/2147] lr: 1.857e-01, eta: 9 days, 7:14:17, time: 1.630, data_time: 0.084, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5621, loss_cls: 3.1524, loss: 3.1524, grad_norm: 1.6372 2021-01-20 00:22:46,752 - mmaction - INFO - Epoch [33][1480/2147] lr: 1.857e-01, eta: 9 days, 7:13:18, time: 1.490, data_time: 0.007, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5612, loss_cls: 3.1530, loss: 3.1530, grad_norm: 1.6826 2021-01-20 00:23:18,710 - mmaction - INFO - Epoch [33][1500/2147] lr: 1.858e-01, eta: 9 days, 7:12:33, time: 1.593, data_time: 0.002, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5585, loss_cls: 3.1950, loss: 3.1950, grad_norm: 1.6217 2021-01-20 00:23:51,158 - mmaction - INFO - Epoch [33][1520/2147] lr: 1.858e-01, eta: 9 days, 7:11:52, time: 1.625, data_time: 0.008, memory: 16628, top1_acc: 0.3018, top5_acc: 0.5500, loss_cls: 3.2286, loss: 3.2286, grad_norm: 1.6480 2021-01-20 00:24:24,036 - mmaction - INFO - Epoch [33][1540/2147] lr: 1.859e-01, eta: 9 days, 7:11:14, time: 1.640, data_time: 0.007, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5549, loss_cls: 3.2303, loss: 3.2303, grad_norm: 1.6855 2021-01-20 00:24:52,909 - mmaction - INFO - Epoch [33][1560/2147] lr: 1.859e-01, eta: 9 days, 7:10:10, time: 1.449, data_time: 0.009, memory: 16628, top1_acc: 0.2969, top5_acc: 0.5487, loss_cls: 3.2583, loss: 3.2583, grad_norm: 1.6796 2021-01-20 00:25:24,438 - mmaction - INFO - Epoch [33][1580/2147] lr: 1.859e-01, eta: 9 days, 7:09:22, time: 1.572, data_time: 0.005, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5545, loss_cls: 3.2658, loss: 3.2658, grad_norm: 1.6536 2021-01-20 00:25:55,638 - mmaction - INFO - Epoch [33][1600/2147] lr: 1.860e-01, eta: 9 days, 7:08:32, time: 1.556, data_time: 0.012, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5563, loss_cls: 3.2192, loss: 3.2192, grad_norm: 1.6252 2021-01-20 00:26:28,661 - mmaction - INFO - Epoch [33][1620/2147] lr: 1.860e-01, eta: 9 days, 7:07:55, time: 1.651, data_time: 0.017, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5594, loss_cls: 3.1977, loss: 3.1977, grad_norm: 1.6782 2021-01-20 00:27:07,405 - mmaction - INFO - Epoch [33][1640/2147] lr: 1.861e-01, eta: 9 days, 7:07:58, time: 1.943, data_time: 0.017, memory: 16628, top1_acc: 0.2830, top5_acc: 0.5478, loss_cls: 3.2735, loss: 3.2735, grad_norm: 1.6836 2021-01-20 00:27:40,053 - mmaction - INFO - Epoch [33][1660/2147] lr: 1.861e-01, eta: 9 days, 7:07:18, time: 1.630, data_time: 0.009, memory: 16628, top1_acc: 0.2973, top5_acc: 0.5540, loss_cls: 3.2600, loss: 3.2600, grad_norm: 1.6251 2021-01-20 00:28:09,475 - mmaction - INFO - Epoch [33][1680/2147] lr: 1.862e-01, eta: 9 days, 7:06:17, time: 1.477, data_time: 0.013, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5504, loss_cls: 3.2721, loss: 3.2721, grad_norm: 1.6584 2021-01-20 00:28:38,176 - mmaction - INFO - Epoch [33][1700/2147] lr: 1.862e-01, eta: 9 days, 7:05:11, time: 1.433, data_time: 0.003, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5540, loss_cls: 3.2103, loss: 3.2103, grad_norm: 1.6466 2021-01-20 00:29:08,770 - mmaction - INFO - Epoch [33][1720/2147] lr: 1.863e-01, eta: 9 days, 7:04:18, time: 1.531, data_time: 0.005, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5478, loss_cls: 3.2438, loss: 3.2438, grad_norm: 1.7288 2021-01-20 00:29:40,362 - mmaction - INFO - Epoch [33][1740/2147] lr: 1.863e-01, eta: 9 days, 7:03:30, time: 1.571, data_time: 0.010, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5491, loss_cls: 3.2193, loss: 3.2193, grad_norm: 1.6808 2021-01-20 00:30:12,356 - mmaction - INFO - Epoch [33][1760/2147] lr: 1.864e-01, eta: 9 days, 7:02:47, time: 1.606, data_time: 0.016, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5607, loss_cls: 3.1723, loss: 3.1723, grad_norm: 1.6648 2021-01-20 00:30:45,648 - mmaction - INFO - Epoch [33][1780/2147] lr: 1.864e-01, eta: 9 days, 7:02:12, time: 1.664, data_time: 0.006, memory: 16628, top1_acc: 0.2991, top5_acc: 0.5589, loss_cls: 3.2416, loss: 3.2416, grad_norm: 1.6755 2021-01-20 00:31:17,873 - mmaction - INFO - Epoch [33][1800/2147] lr: 1.865e-01, eta: 9 days, 7:01:30, time: 1.614, data_time: 0.005, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5576, loss_cls: 3.2274, loss: 3.2274, grad_norm: 1.6614 2021-01-20 00:31:47,906 - mmaction - INFO - Epoch [33][1820/2147] lr: 1.865e-01, eta: 9 days, 7:00:33, time: 1.501, data_time: 0.004, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5638, loss_cls: 3.1965, loss: 3.1965, grad_norm: 1.6576 2021-01-20 00:32:19,325 - mmaction - INFO - Epoch [33][1840/2147] lr: 1.866e-01, eta: 9 days, 6:59:44, time: 1.566, data_time: 0.002, memory: 16628, top1_acc: 0.2920, top5_acc: 0.5464, loss_cls: 3.2732, loss: 3.2732, grad_norm: 1.6745 2021-01-20 00:32:49,216 - mmaction - INFO - Epoch [33][1860/2147] lr: 1.866e-01, eta: 9 days, 6:58:45, time: 1.490, data_time: 0.010, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5518, loss_cls: 3.2204, loss: 3.2204, grad_norm: 1.6595 2021-01-20 00:33:18,872 - mmaction - INFO - Epoch [33][1880/2147] lr: 1.867e-01, eta: 9 days, 6:57:46, time: 1.484, data_time: 0.025, memory: 16628, top1_acc: 0.2906, top5_acc: 0.5460, loss_cls: 3.2556, loss: 3.2556, grad_norm: 1.7030 2021-01-20 00:33:47,802 - mmaction - INFO - Epoch [33][1900/2147] lr: 1.867e-01, eta: 9 days, 6:56:43, time: 1.455, data_time: 0.013, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5545, loss_cls: 3.1944, loss: 3.1944, grad_norm: 1.6641 2021-01-20 00:34:16,959 - mmaction - INFO - Epoch [33][1920/2147] lr: 1.868e-01, eta: 9 days, 6:55:39, time: 1.458, data_time: 0.010, memory: 16628, top1_acc: 0.2884, top5_acc: 0.5562, loss_cls: 3.2764, loss: 3.2764, grad_norm: 1.6590 2021-01-20 00:34:46,674 - mmaction - INFO - Epoch [33][1940/2147] lr: 1.868e-01, eta: 9 days, 6:54:40, time: 1.485, data_time: 0.006, memory: 16628, top1_acc: 0.2973, top5_acc: 0.5326, loss_cls: 3.3115, loss: 3.3115, grad_norm: 1.6436 2021-01-20 00:35:17,806 - mmaction - INFO - Epoch [33][1960/2147] lr: 1.868e-01, eta: 9 days, 6:53:50, time: 1.554, data_time: 0.007, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5335, loss_cls: 3.3303, loss: 3.3303, grad_norm: 1.6501 2021-01-20 00:35:47,051 - mmaction - INFO - Epoch [33][1980/2147] lr: 1.869e-01, eta: 9 days, 6:52:48, time: 1.466, data_time: 0.011, memory: 16628, top1_acc: 0.2960, top5_acc: 0.5442, loss_cls: 3.2439, loss: 3.2439, grad_norm: 1.6326 2021-01-20 00:36:17,153 - mmaction - INFO - Epoch [33][2000/2147] lr: 1.869e-01, eta: 9 days, 6:51:52, time: 1.505, data_time: 0.001, memory: 16628, top1_acc: 0.2915, top5_acc: 0.5531, loss_cls: 3.2492, loss: 3.2492, grad_norm: 1.6679 2021-01-20 00:36:50,623 - mmaction - INFO - Epoch [33][2020/2147] lr: 1.870e-01, eta: 9 days, 6:51:18, time: 1.673, data_time: 0.003, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5625, loss_cls: 3.1655, loss: 3.1655, grad_norm: 1.7073 2021-01-20 00:37:19,823 - mmaction - INFO - Epoch [33][2040/2147] lr: 1.870e-01, eta: 9 days, 6:50:15, time: 1.460, data_time: 0.006, memory: 16628, top1_acc: 0.3062, top5_acc: 0.5545, loss_cls: 3.2335, loss: 3.2335, grad_norm: 1.6916 2021-01-20 00:37:50,736 - mmaction - INFO - Epoch [33][2060/2147] lr: 1.871e-01, eta: 9 days, 6:49:24, time: 1.544, data_time: 0.004, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5504, loss_cls: 3.2458, loss: 3.2458, grad_norm: 1.6416 2021-01-20 00:38:24,080 - mmaction - INFO - Epoch [33][2080/2147] lr: 1.871e-01, eta: 9 days, 6:48:49, time: 1.666, data_time: 0.008, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5674, loss_cls: 3.1562, loss: 3.1562, grad_norm: 1.6497 2021-01-20 00:38:53,593 - mmaction - INFO - Epoch [33][2100/2147] lr: 1.872e-01, eta: 9 days, 6:47:49, time: 1.480, data_time: 0.008, memory: 16628, top1_acc: 0.2933, top5_acc: 0.5469, loss_cls: 3.2729, loss: 3.2729, grad_norm: 1.6719 2021-01-20 00:39:23,493 - mmaction - INFO - Epoch [33][2120/2147] lr: 1.872e-01, eta: 9 days, 6:46:51, time: 1.489, data_time: 0.002, memory: 16628, top1_acc: 0.3018, top5_acc: 0.5558, loss_cls: 3.2920, loss: 3.2920, grad_norm: 1.6426 2021-01-20 00:39:53,672 - mmaction - INFO - Epoch [33][2140/2147] lr: 1.873e-01, eta: 9 days, 6:45:55, time: 1.509, data_time: 0.011, memory: 16628, top1_acc: 0.2875, top5_acc: 0.5366, loss_cls: 3.2988, loss: 3.2988, grad_norm: 1.6643 2021-01-20 00:46:11,631 - mmaction - INFO - Epoch [34][20/2147] lr: 1.869e-01, eta: 9 days, 7:19:44, time: 17.616, data_time: 16.024, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5621, loss_cls: 3.1909, loss: 3.1909, grad_norm: 1.6329 2021-01-20 00:46:41,002 - mmaction - INFO - Epoch [34][40/2147] lr: 1.869e-01, eta: 9 days, 7:18:39, time: 1.448, data_time: 0.013, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5491, loss_cls: 3.2459, loss: 3.2459, grad_norm: 1.6191 2021-01-20 00:47:15,127 - mmaction - INFO - Epoch [34][60/2147] lr: 1.870e-01, eta: 9 days, 7:18:12, time: 1.726, data_time: 0.026, memory: 16628, top1_acc: 0.3000, top5_acc: 0.5393, loss_cls: 3.2288, loss: 3.2288, grad_norm: 1.6340 2021-01-20 00:47:44,156 - mmaction - INFO - Epoch [34][80/2147] lr: 1.870e-01, eta: 9 days, 7:17:08, time: 1.453, data_time: 0.011, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5518, loss_cls: 3.2278, loss: 3.2278, grad_norm: 1.6414 2021-01-20 00:48:13,212 - mmaction - INFO - Epoch [34][100/2147] lr: 1.871e-01, eta: 9 days, 7:16:03, time: 1.451, data_time: 0.007, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5652, loss_cls: 3.1876, loss: 3.1876, grad_norm: 1.6396 2021-01-20 00:48:42,267 - mmaction - INFO - Epoch [34][120/2147] lr: 1.871e-01, eta: 9 days, 7:15:00, time: 1.455, data_time: 0.009, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5670, loss_cls: 3.1277, loss: 3.1277, grad_norm: 1.6483 2021-01-20 00:49:11,453 - mmaction - INFO - Epoch [34][140/2147] lr: 1.872e-01, eta: 9 days, 7:13:56, time: 1.456, data_time: 0.002, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5522, loss_cls: 3.1756, loss: 3.1756, grad_norm: 1.7238 2021-01-20 00:49:44,942 - mmaction - INFO - Epoch [34][160/2147] lr: 1.872e-01, eta: 9 days, 7:13:22, time: 1.677, data_time: 0.006, memory: 16628, top1_acc: 0.2946, top5_acc: 0.5442, loss_cls: 3.2718, loss: 3.2718, grad_norm: 1.6570 2021-01-20 00:50:15,885 - mmaction - INFO - Epoch [34][180/2147] lr: 1.873e-01, eta: 9 days, 7:12:31, time: 1.545, data_time: 0.004, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5732, loss_cls: 3.0967, loss: 3.0967, grad_norm: 1.6422 2021-01-20 00:50:46,385 - mmaction - INFO - Epoch [34][200/2147] lr: 1.873e-01, eta: 9 days, 7:11:36, time: 1.526, data_time: 0.008, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5634, loss_cls: 3.2065, loss: 3.2065, grad_norm: 1.6989 2021-01-20 00:51:16,454 - mmaction - INFO - Epoch [34][220/2147] lr: 1.873e-01, eta: 9 days, 7:10:39, time: 1.504, data_time: 0.004, memory: 16628, top1_acc: 0.2938, top5_acc: 0.5643, loss_cls: 3.2059, loss: 3.2059, grad_norm: 1.6982 2021-01-20 00:51:46,468 - mmaction - INFO - Epoch [34][240/2147] lr: 1.874e-01, eta: 9 days, 7:09:42, time: 1.500, data_time: 0.003, memory: 16628, top1_acc: 0.2960, top5_acc: 0.5616, loss_cls: 3.2312, loss: 3.2312, grad_norm: 1.6585 2021-01-20 00:52:16,933 - mmaction - INFO - Epoch [34][260/2147] lr: 1.874e-01, eta: 9 days, 7:08:47, time: 1.525, data_time: 0.003, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5460, loss_cls: 3.2448, loss: 3.2448, grad_norm: 1.6408 2021-01-20 00:52:45,849 - mmaction - INFO - Epoch [34][280/2147] lr: 1.875e-01, eta: 9 days, 7:07:42, time: 1.445, data_time: 0.004, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5509, loss_cls: 3.2379, loss: 3.2379, grad_norm: 1.6633 2021-01-20 00:53:14,658 - mmaction - INFO - Epoch [34][300/2147] lr: 1.875e-01, eta: 9 days, 7:06:37, time: 1.441, data_time: 0.007, memory: 16628, top1_acc: 0.2978, top5_acc: 0.5585, loss_cls: 3.2518, loss: 3.2518, grad_norm: 1.6358 2021-01-20 00:53:45,243 - mmaction - INFO - Epoch [34][320/2147] lr: 1.876e-01, eta: 9 days, 7:05:42, time: 1.519, data_time: 0.004, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5411, loss_cls: 3.2668, loss: 3.2668, grad_norm: 1.6193 2021-01-20 00:54:13,943 - mmaction - INFO - Epoch [34][340/2147] lr: 1.876e-01, eta: 9 days, 7:04:37, time: 1.446, data_time: 0.014, memory: 16628, top1_acc: 0.2888, top5_acc: 0.5567, loss_cls: 3.2135, loss: 3.2135, grad_norm: 1.6797 2021-01-20 00:54:43,085 - mmaction - INFO - Epoch [34][360/2147] lr: 1.877e-01, eta: 9 days, 7:03:33, time: 1.455, data_time: 0.004, memory: 16628, top1_acc: 0.3013, top5_acc: 0.5415, loss_cls: 3.2175, loss: 3.2175, grad_norm: 1.6150 2021-01-20 00:55:12,452 - mmaction - INFO - Epoch [34][380/2147] lr: 1.877e-01, eta: 9 days, 7:02:31, time: 1.468, data_time: 0.006, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5661, loss_cls: 3.1289, loss: 3.1289, grad_norm: 1.6258 2021-01-20 00:55:43,908 - mmaction - INFO - Epoch [34][400/2147] lr: 1.878e-01, eta: 9 days, 7:01:43, time: 1.571, data_time: 0.008, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5540, loss_cls: 3.2312, loss: 3.2312, grad_norm: 1.6637 2021-01-20 00:56:13,114 - mmaction - INFO - Epoch [34][420/2147] lr: 1.878e-01, eta: 9 days, 7:00:41, time: 1.463, data_time: 0.014, memory: 16628, top1_acc: 0.2978, top5_acc: 0.5554, loss_cls: 3.2476, loss: 3.2476, grad_norm: 1.6680 2021-01-20 00:56:49,945 - mmaction - INFO - Epoch [34][440/2147] lr: 1.879e-01, eta: 9 days, 7:00:29, time: 1.839, data_time: 0.007, memory: 16628, top1_acc: 0.2893, top5_acc: 0.5638, loss_cls: 3.2056, loss: 3.2056, grad_norm: 1.6704 2021-01-20 00:57:21,954 - mmaction - INFO - Epoch [34][460/2147] lr: 1.879e-01, eta: 9 days, 6:59:44, time: 1.598, data_time: 0.009, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5500, loss_cls: 3.2410, loss: 3.2410, grad_norm: 1.6404 2021-01-20 00:57:51,186 - mmaction - INFO - Epoch [34][480/2147] lr: 1.880e-01, eta: 9 days, 6:58:42, time: 1.462, data_time: 0.010, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5598, loss_cls: 3.2162, loss: 3.2162, grad_norm: 1.6614 2021-01-20 00:58:22,599 - mmaction - INFO - Epoch [34][500/2147] lr: 1.880e-01, eta: 9 days, 6:57:55, time: 1.575, data_time: 0.012, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5652, loss_cls: 3.1793, loss: 3.1793, grad_norm: 1.6248 2021-01-20 00:58:52,391 - mmaction - INFO - Epoch [34][520/2147] lr: 1.881e-01, eta: 9 days, 6:56:55, time: 1.487, data_time: 0.010, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5589, loss_cls: 3.1407, loss: 3.1407, grad_norm: 1.6448 2021-01-20 00:59:21,587 - mmaction - INFO - Epoch [34][540/2147] lr: 1.881e-01, eta: 9 days, 6:55:52, time: 1.455, data_time: 0.010, memory: 16628, top1_acc: 0.2955, top5_acc: 0.5446, loss_cls: 3.2649, loss: 3.2649, grad_norm: 1.6607 2021-01-20 00:59:50,864 - mmaction - INFO - Epoch [34][560/2147] lr: 1.882e-01, eta: 9 days, 6:54:51, time: 1.473, data_time: 0.012, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5674, loss_cls: 3.1949, loss: 3.1949, grad_norm: 1.6567 2021-01-20 01:00:20,363 - mmaction - INFO - Epoch [34][580/2147] lr: 1.882e-01, eta: 9 days, 6:53:50, time: 1.472, data_time: 0.005, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5531, loss_cls: 3.2253, loss: 3.2253, grad_norm: 1.6478 2021-01-20 01:00:55,387 - mmaction - INFO - Epoch [34][600/2147] lr: 1.882e-01, eta: 9 days, 6:53:24, time: 1.738, data_time: 0.014, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5665, loss_cls: 3.1683, loss: 3.1683, grad_norm: 1.6598 2021-01-20 01:01:25,785 - mmaction - INFO - Epoch [34][620/2147] lr: 1.883e-01, eta: 9 days, 6:52:31, time: 1.535, data_time: 0.022, memory: 16628, top1_acc: 0.3085, top5_acc: 0.5656, loss_cls: 3.1971, loss: 3.1971, grad_norm: 1.6597 2021-01-20 01:01:55,987 - mmaction - INFO - Epoch [34][640/2147] lr: 1.883e-01, eta: 9 days, 6:51:35, time: 1.508, data_time: 0.004, memory: 16628, top1_acc: 0.3000, top5_acc: 0.5496, loss_cls: 3.2284, loss: 3.2284, grad_norm: 1.6582 2021-01-20 01:02:27,035 - mmaction - INFO - Epoch [34][660/2147] lr: 1.884e-01, eta: 9 days, 6:50:45, time: 1.556, data_time: 0.010, memory: 16628, top1_acc: 0.2978, top5_acc: 0.5527, loss_cls: 3.2557, loss: 3.2557, grad_norm: 1.6525 2021-01-20 01:02:56,996 - mmaction - INFO - Epoch [34][680/2147] lr: 1.884e-01, eta: 9 days, 6:49:47, time: 1.491, data_time: 0.004, memory: 16628, top1_acc: 0.2973, top5_acc: 0.5344, loss_cls: 3.3067, loss: 3.3067, grad_norm: 1.6609 2021-01-20 01:03:27,205 - mmaction - INFO - Epoch [34][700/2147] lr: 1.885e-01, eta: 9 days, 6:48:50, time: 1.504, data_time: 0.011, memory: 16628, top1_acc: 0.2938, top5_acc: 0.5522, loss_cls: 3.2398, loss: 3.2398, grad_norm: 1.6567 2021-01-20 01:03:55,899 - mmaction - INFO - Epoch [34][720/2147] lr: 1.885e-01, eta: 9 days, 6:47:46, time: 1.448, data_time: 0.018, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5482, loss_cls: 3.2214, loss: 3.2214, grad_norm: 1.6454 2021-01-20 01:04:27,069 - mmaction - INFO - Epoch [34][740/2147] lr: 1.886e-01, eta: 9 days, 6:46:56, time: 1.556, data_time: 0.006, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5567, loss_cls: 3.1939, loss: 3.1939, grad_norm: 1.6638 2021-01-20 01:04:58,273 - mmaction - INFO - Epoch [34][760/2147] lr: 1.886e-01, eta: 9 days, 6:46:06, time: 1.558, data_time: 0.010, memory: 16628, top1_acc: 0.2821, top5_acc: 0.5348, loss_cls: 3.3069, loss: 3.3069, grad_norm: 1.6356 2021-01-20 01:05:27,819 - mmaction - INFO - Epoch [34][780/2147] lr: 1.887e-01, eta: 9 days, 6:45:07, time: 1.481, data_time: 0.007, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5696, loss_cls: 3.1604, loss: 3.1604, grad_norm: 1.6338 2021-01-20 01:05:57,095 - mmaction - INFO - Epoch [34][800/2147] lr: 1.887e-01, eta: 9 days, 6:44:03, time: 1.456, data_time: 0.008, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5607, loss_cls: 3.1684, loss: 3.1684, grad_norm: 1.6438 2021-01-20 01:06:27,572 - mmaction - INFO - Epoch [34][820/2147] lr: 1.888e-01, eta: 9 days, 6:43:11, time: 1.533, data_time: 0.011, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5705, loss_cls: 3.1115, loss: 3.1115, grad_norm: 1.6367 2021-01-20 01:07:01,446 - mmaction - INFO - Epoch [34][840/2147] lr: 1.888e-01, eta: 9 days, 6:42:39, time: 1.691, data_time: 0.007, memory: 16628, top1_acc: 0.2906, top5_acc: 0.5500, loss_cls: 3.2669, loss: 3.2669, grad_norm: 1.6985 2021-01-20 01:07:37,304 - mmaction - INFO - Epoch [34][860/2147] lr: 1.889e-01, eta: 9 days, 6:42:20, time: 1.792, data_time: 0.005, memory: 16628, top1_acc: 0.2893, top5_acc: 0.5429, loss_cls: 3.2786, loss: 3.2786, grad_norm: 1.6529 2021-01-20 01:08:08,699 - mmaction - INFO - Epoch [34][880/2147] lr: 1.889e-01, eta: 9 days, 6:41:33, time: 1.571, data_time: 0.009, memory: 16628, top1_acc: 0.2924, top5_acc: 0.5263, loss_cls: 3.3823, loss: 3.3823, grad_norm: 1.6541 2021-01-20 01:08:41,883 - mmaction - INFO - Epoch [34][900/2147] lr: 1.890e-01, eta: 9 days, 6:40:56, time: 1.655, data_time: 0.011, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5598, loss_cls: 3.1784, loss: 3.1784, grad_norm: 1.5925 2021-01-20 01:09:13,254 - mmaction - INFO - Epoch [34][920/2147] lr: 1.890e-01, eta: 9 days, 6:40:09, time: 1.575, data_time: 0.014, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5504, loss_cls: 3.1878, loss: 3.1878, grad_norm: 1.6435 2021-01-20 01:09:45,615 - mmaction - INFO - Epoch [34][940/2147] lr: 1.891e-01, eta: 9 days, 6:39:26, time: 1.607, data_time: 0.002, memory: 16628, top1_acc: 0.2915, top5_acc: 0.5549, loss_cls: 3.2753, loss: 3.2753, grad_norm: 1.7129 2021-01-20 01:10:15,084 - mmaction - INFO - Epoch [34][960/2147] lr: 1.891e-01, eta: 9 days, 6:38:26, time: 1.482, data_time: 0.016, memory: 16628, top1_acc: 0.2848, top5_acc: 0.5344, loss_cls: 3.3119, loss: 3.3119, grad_norm: 1.6427 2021-01-20 01:10:47,434 - mmaction - INFO - Epoch [34][980/2147] lr: 1.891e-01, eta: 9 days, 6:37:45, time: 1.616, data_time: 0.068, memory: 16628, top1_acc: 0.2938, top5_acc: 0.5522, loss_cls: 3.2529, loss: 3.2529, grad_norm: 1.6361 2021-01-20 01:11:17,301 - mmaction - INFO - Epoch [34][1000/2147] lr: 1.892e-01, eta: 9 days, 6:36:46, time: 1.485, data_time: 0.008, memory: 16628, top1_acc: 0.2955, top5_acc: 0.5482, loss_cls: 3.2607, loss: 3.2607, grad_norm: 1.6237 2021-01-20 01:12:03,999 - mmaction - INFO - Epoch [34][1020/2147] lr: 1.892e-01, eta: 9 days, 6:37:40, time: 2.340, data_time: 0.014, memory: 16628, top1_acc: 0.2911, top5_acc: 0.5379, loss_cls: 3.3080, loss: 3.3080, grad_norm: 1.6676 2021-01-20 01:12:32,714 - mmaction - INFO - Epoch [34][1040/2147] lr: 1.893e-01, eta: 9 days, 6:36:35, time: 1.439, data_time: 0.011, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5518, loss_cls: 3.2375, loss: 3.2375, grad_norm: 1.6517 2021-01-20 01:13:05,814 - mmaction - INFO - Epoch [34][1060/2147] lr: 1.893e-01, eta: 9 days, 6:35:59, time: 1.658, data_time: 0.005, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5563, loss_cls: 3.2570, loss: 3.2570, grad_norm: 1.6223 2021-01-20 01:13:35,232 - mmaction - INFO - Epoch [34][1080/2147] lr: 1.894e-01, eta: 9 days, 6:34:58, time: 1.470, data_time: 0.004, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5772, loss_cls: 3.1212, loss: 3.1212, grad_norm: 1.6315 2021-01-20 01:14:11,362 - mmaction - INFO - Epoch [34][1100/2147] lr: 1.894e-01, eta: 9 days, 6:34:41, time: 1.802, data_time: 0.006, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5665, loss_cls: 3.1456, loss: 3.1456, grad_norm: 1.6777 2021-01-20 01:14:44,263 - mmaction - INFO - Epoch [34][1120/2147] lr: 1.895e-01, eta: 9 days, 6:34:02, time: 1.639, data_time: 0.011, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5522, loss_cls: 3.2764, loss: 3.2764, grad_norm: 1.6279 2021-01-20 01:15:16,022 - mmaction - INFO - Epoch [34][1140/2147] lr: 1.895e-01, eta: 9 days, 6:33:17, time: 1.587, data_time: 0.014, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5710, loss_cls: 3.1594, loss: 3.1594, grad_norm: 1.6280 2021-01-20 01:15:48,305 - mmaction - INFO - Epoch [34][1160/2147] lr: 1.896e-01, eta: 9 days, 6:32:35, time: 1.620, data_time: 0.016, memory: 16628, top1_acc: 0.3018, top5_acc: 0.5455, loss_cls: 3.2353, loss: 3.2353, grad_norm: 1.6800 2021-01-20 01:16:19,085 - mmaction - INFO - Epoch [34][1180/2147] lr: 1.896e-01, eta: 9 days, 6:31:44, time: 1.544, data_time: 0.014, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5478, loss_cls: 3.2655, loss: 3.2655, grad_norm: 1.6139 2021-01-20 01:16:52,511 - mmaction - INFO - Epoch [34][1200/2147] lr: 1.897e-01, eta: 9 days, 6:31:10, time: 1.672, data_time: 0.004, memory: 16628, top1_acc: 0.2946, top5_acc: 0.5545, loss_cls: 3.2641, loss: 3.2641, grad_norm: 1.6383 2021-01-20 01:17:24,276 - mmaction - INFO - Epoch [34][1220/2147] lr: 1.897e-01, eta: 9 days, 6:30:24, time: 1.581, data_time: 0.002, memory: 16628, top1_acc: 0.2906, top5_acc: 0.5554, loss_cls: 3.2250, loss: 3.2250, grad_norm: 1.6345 2021-01-20 01:17:53,232 - mmaction - INFO - Epoch [34][1240/2147] lr: 1.898e-01, eta: 9 days, 6:29:20, time: 1.453, data_time: 0.011, memory: 16628, top1_acc: 0.2915, top5_acc: 0.5567, loss_cls: 3.2173, loss: 3.2173, grad_norm: 1.6675 2021-01-20 01:18:24,505 - mmaction - INFO - Epoch [34][1260/2147] lr: 1.898e-01, eta: 9 days, 6:28:32, time: 1.563, data_time: 0.006, memory: 16628, top1_acc: 0.2902, top5_acc: 0.5576, loss_cls: 3.2429, loss: 3.2429, grad_norm: 1.6263 2021-01-20 01:18:56,928 - mmaction - INFO - Epoch [34][1280/2147] lr: 1.899e-01, eta: 9 days, 6:27:51, time: 1.622, data_time: 0.005, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5571, loss_cls: 3.2037, loss: 3.2037, grad_norm: 1.6399 2021-01-20 01:19:26,584 - mmaction - INFO - Epoch [34][1300/2147] lr: 1.899e-01, eta: 9 days, 6:26:52, time: 1.483, data_time: 0.003, memory: 16628, top1_acc: 0.2808, top5_acc: 0.5424, loss_cls: 3.2603, loss: 3.2603, grad_norm: 1.6569 2021-01-20 01:19:57,559 - mmaction - INFO - Epoch [34][1320/2147] lr: 1.900e-01, eta: 9 days, 6:26:01, time: 1.546, data_time: 0.007, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5621, loss_cls: 3.2065, loss: 3.2065, grad_norm: 1.6521 2021-01-20 01:20:27,068 - mmaction - INFO - Epoch [34][1340/2147] lr: 1.900e-01, eta: 9 days, 6:25:01, time: 1.480, data_time: 0.006, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5585, loss_cls: 3.2171, loss: 3.2171, grad_norm: 1.5930 2021-01-20 01:20:57,248 - mmaction - INFO - Epoch [34][1360/2147] lr: 1.900e-01, eta: 9 days, 6:24:05, time: 1.507, data_time: 0.002, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5670, loss_cls: 3.1213, loss: 3.1213, grad_norm: 1.6316 2021-01-20 01:21:26,047 - mmaction - INFO - Epoch [34][1380/2147] lr: 1.901e-01, eta: 9 days, 6:23:00, time: 1.442, data_time: 0.008, memory: 16628, top1_acc: 0.2991, top5_acc: 0.5442, loss_cls: 3.2708, loss: 3.2708, grad_norm: 1.6605 2021-01-20 01:21:57,451 - mmaction - INFO - Epoch [34][1400/2147] lr: 1.901e-01, eta: 9 days, 6:22:13, time: 1.570, data_time: 0.004, memory: 16628, top1_acc: 0.2897, top5_acc: 0.5607, loss_cls: 3.2319, loss: 3.2319, grad_norm: 1.6471 2021-01-20 01:22:29,765 - mmaction - INFO - Epoch [34][1420/2147] lr: 1.902e-01, eta: 9 days, 6:21:31, time: 1.614, data_time: 0.005, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5563, loss_cls: 3.2908, loss: 3.2908, grad_norm: 1.6818 2021-01-20 01:23:00,594 - mmaction - INFO - Epoch [34][1440/2147] lr: 1.902e-01, eta: 9 days, 6:20:39, time: 1.539, data_time: 0.006, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5670, loss_cls: 3.1220, loss: 3.1220, grad_norm: 1.6482 2021-01-20 01:23:30,998 - mmaction - INFO - Epoch [34][1460/2147] lr: 1.903e-01, eta: 9 days, 6:19:45, time: 1.522, data_time: 0.006, memory: 16628, top1_acc: 0.3062, top5_acc: 0.5518, loss_cls: 3.2718, loss: 3.2718, grad_norm: 1.6642 2021-01-20 01:23:59,911 - mmaction - INFO - Epoch [34][1480/2147] lr: 1.903e-01, eta: 9 days, 6:18:42, time: 1.449, data_time: 0.007, memory: 16628, top1_acc: 0.2951, top5_acc: 0.5571, loss_cls: 3.2225, loss: 3.2225, grad_norm: 1.5921 2021-01-20 01:24:31,988 - mmaction - INFO - Epoch [34][1500/2147] lr: 1.904e-01, eta: 9 days, 6:17:58, time: 1.602, data_time: 0.002, memory: 16628, top1_acc: 0.3062, top5_acc: 0.5612, loss_cls: 3.2309, loss: 3.2309, grad_norm: 1.6152 2021-01-20 01:25:02,018 - mmaction - INFO - Epoch [34][1520/2147] lr: 1.904e-01, eta: 9 days, 6:17:02, time: 1.503, data_time: 0.005, memory: 16628, top1_acc: 0.2750, top5_acc: 0.5192, loss_cls: 3.3691, loss: 3.3691, grad_norm: 1.6689 2021-01-20 01:25:32,478 - mmaction - INFO - Epoch [34][1540/2147] lr: 1.905e-01, eta: 9 days, 6:16:08, time: 1.522, data_time: 0.001, memory: 16628, top1_acc: 0.3062, top5_acc: 0.5469, loss_cls: 3.2566, loss: 3.2566, grad_norm: 1.6450 2021-01-20 01:26:05,080 - mmaction - INFO - Epoch [34][1560/2147] lr: 1.905e-01, eta: 9 days, 6:15:28, time: 1.630, data_time: 0.008, memory: 16628, top1_acc: 0.3000, top5_acc: 0.5670, loss_cls: 3.2000, loss: 3.2000, grad_norm: 1.6281 2021-01-20 01:26:34,299 - mmaction - INFO - Epoch [34][1580/2147] lr: 1.906e-01, eta: 9 days, 6:14:26, time: 1.462, data_time: 0.003, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5513, loss_cls: 3.2313, loss: 3.2313, grad_norm: 1.6090 2021-01-20 01:27:12,147 - mmaction - INFO - Epoch [34][1600/2147] lr: 1.906e-01, eta: 9 days, 6:14:21, time: 1.890, data_time: 0.001, memory: 16628, top1_acc: 0.2973, top5_acc: 0.5491, loss_cls: 3.2764, loss: 3.2764, grad_norm: 1.6630 2021-01-20 01:27:43,068 - mmaction - INFO - Epoch [34][1620/2147] lr: 1.907e-01, eta: 9 days, 6:13:30, time: 1.544, data_time: 0.006, memory: 16628, top1_acc: 0.3018, top5_acc: 0.5545, loss_cls: 3.1927, loss: 3.1927, grad_norm: 1.6645 2021-01-20 01:28:12,580 - mmaction - INFO - Epoch [34][1640/2147] lr: 1.907e-01, eta: 9 days, 6:12:30, time: 1.478, data_time: 0.011, memory: 16628, top1_acc: 0.2897, top5_acc: 0.5366, loss_cls: 3.2637, loss: 3.2637, grad_norm: 1.6387 2021-01-20 01:28:41,664 - mmaction - INFO - Epoch [34][1660/2147] lr: 1.908e-01, eta: 9 days, 6:11:27, time: 1.450, data_time: 0.013, memory: 16628, top1_acc: 0.2929, top5_acc: 0.5469, loss_cls: 3.2482, loss: 3.2482, grad_norm: 1.6197 2021-01-20 01:29:14,364 - mmaction - INFO - Epoch [34][1680/2147] lr: 1.908e-01, eta: 9 days, 6:10:48, time: 1.633, data_time: 0.007, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5496, loss_cls: 3.2627, loss: 3.2627, grad_norm: 1.6275 2021-01-20 01:29:45,553 - mmaction - INFO - Epoch [34][1700/2147] lr: 1.909e-01, eta: 9 days, 6:09:59, time: 1.563, data_time: 0.016, memory: 16628, top1_acc: 0.2826, top5_acc: 0.5429, loss_cls: 3.3046, loss: 3.3046, grad_norm: 1.6300 2021-01-20 01:30:18,699 - mmaction - INFO - Epoch [34][1720/2147] lr: 1.909e-01, eta: 9 days, 6:09:24, time: 1.660, data_time: 0.016, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5594, loss_cls: 3.1758, loss: 3.1758, grad_norm: 1.6168 2021-01-20 01:30:48,689 - mmaction - INFO - Epoch [34][1740/2147] lr: 1.909e-01, eta: 9 days, 6:08:26, time: 1.495, data_time: 0.003, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5772, loss_cls: 3.1423, loss: 3.1423, grad_norm: 1.6500 2021-01-20 01:31:18,008 - mmaction - INFO - Epoch [34][1760/2147] lr: 1.910e-01, eta: 9 days, 6:07:25, time: 1.470, data_time: 0.011, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5598, loss_cls: 3.2065, loss: 3.2065, grad_norm: 1.6276 2021-01-20 01:31:47,795 - mmaction - INFO - Epoch [34][1780/2147] lr: 1.910e-01, eta: 9 days, 6:06:28, time: 1.492, data_time: 0.004, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5536, loss_cls: 3.2071, loss: 3.2071, grad_norm: 1.6654 2021-01-20 01:32:16,567 - mmaction - INFO - Epoch [34][1800/2147] lr: 1.911e-01, eta: 9 days, 6:05:23, time: 1.439, data_time: 0.004, memory: 16628, top1_acc: 0.2924, top5_acc: 0.5482, loss_cls: 3.2374, loss: 3.2374, grad_norm: 1.7084 2021-01-20 01:32:45,511 - mmaction - INFO - Epoch [34][1820/2147] lr: 1.911e-01, eta: 9 days, 6:04:19, time: 1.443, data_time: 0.002, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5522, loss_cls: 3.2402, loss: 3.2402, grad_norm: 1.6394 2021-01-20 01:33:15,628 - mmaction - INFO - Epoch [34][1840/2147] lr: 1.912e-01, eta: 9 days, 6:03:22, time: 1.501, data_time: 0.005, memory: 16628, top1_acc: 0.2835, top5_acc: 0.5446, loss_cls: 3.2961, loss: 3.2961, grad_norm: 1.6706 2021-01-20 01:33:44,897 - mmaction - INFO - Epoch [34][1860/2147] lr: 1.912e-01, eta: 9 days, 6:02:22, time: 1.468, data_time: 0.010, memory: 16628, top1_acc: 0.2978, top5_acc: 0.5397, loss_cls: 3.2700, loss: 3.2700, grad_norm: 1.5865 2021-01-20 01:34:15,748 - mmaction - INFO - Epoch [34][1880/2147] lr: 1.913e-01, eta: 9 days, 6:01:31, time: 1.546, data_time: 0.007, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5446, loss_cls: 3.2643, loss: 3.2643, grad_norm: 1.6551 2021-01-20 01:34:51,485 - mmaction - INFO - Epoch [34][1900/2147] lr: 1.913e-01, eta: 9 days, 6:01:12, time: 1.784, data_time: 0.002, memory: 16628, top1_acc: 0.2866, top5_acc: 0.5295, loss_cls: 3.3329, loss: 3.3329, grad_norm: 1.6214 2021-01-20 01:35:23,424 - mmaction - INFO - Epoch [34][1920/2147] lr: 1.914e-01, eta: 9 days, 6:00:27, time: 1.594, data_time: 0.006, memory: 16628, top1_acc: 0.3085, top5_acc: 0.5594, loss_cls: 3.2030, loss: 3.2030, grad_norm: 1.6147 2021-01-20 01:35:52,827 - mmaction - INFO - Epoch [34][1940/2147] lr: 1.914e-01, eta: 9 days, 5:59:28, time: 1.476, data_time: 0.009, memory: 16628, top1_acc: 0.2888, top5_acc: 0.5549, loss_cls: 3.2272, loss: 3.2272, grad_norm: 1.6273 2021-01-20 01:36:23,088 - mmaction - INFO - Epoch [34][1960/2147] lr: 1.915e-01, eta: 9 days, 5:58:32, time: 1.506, data_time: 0.003, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5567, loss_cls: 3.2091, loss: 3.2091, grad_norm: 1.6221 2021-01-20 01:37:00,625 - mmaction - INFO - Epoch [34][1980/2147] lr: 1.915e-01, eta: 9 days, 5:58:25, time: 1.879, data_time: 0.011, memory: 16628, top1_acc: 0.2844, top5_acc: 0.5442, loss_cls: 3.2771, loss: 3.2771, grad_norm: 1.6492 2021-01-20 01:37:31,131 - mmaction - INFO - Epoch [34][2000/2147] lr: 1.916e-01, eta: 9 days, 5:57:32, time: 1.529, data_time: 0.014, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5598, loss_cls: 3.2383, loss: 3.2383, grad_norm: 1.6484 2021-01-20 01:38:00,996 - mmaction - INFO - Epoch [34][2020/2147] lr: 1.916e-01, eta: 9 days, 5:56:34, time: 1.490, data_time: 0.004, memory: 16628, top1_acc: 0.2969, top5_acc: 0.5518, loss_cls: 3.2283, loss: 3.2283, grad_norm: 1.6280 2021-01-20 01:38:30,220 - mmaction - INFO - Epoch [34][2040/2147] lr: 1.917e-01, eta: 9 days, 5:55:33, time: 1.466, data_time: 0.014, memory: 16628, top1_acc: 0.3085, top5_acc: 0.5683, loss_cls: 3.1935, loss: 3.1935, grad_norm: 1.6283 2021-01-20 01:38:59,468 - mmaction - INFO - Epoch [34][2060/2147] lr: 1.917e-01, eta: 9 days, 5:54:32, time: 1.464, data_time: 0.009, memory: 16628, top1_acc: 0.3013, top5_acc: 0.5451, loss_cls: 3.2505, loss: 3.2505, grad_norm: 1.6452 2021-01-20 01:39:28,589 - mmaction - INFO - Epoch [34][2080/2147] lr: 1.918e-01, eta: 9 days, 5:53:30, time: 1.456, data_time: 0.003, memory: 16628, top1_acc: 0.3000, top5_acc: 0.5464, loss_cls: 3.2596, loss: 3.2596, grad_norm: 1.6313 2021-01-20 01:39:58,342 - mmaction - INFO - Epoch [34][2100/2147] lr: 1.918e-01, eta: 9 days, 5:52:31, time: 1.480, data_time: 0.004, memory: 16628, top1_acc: 0.2942, top5_acc: 0.5366, loss_cls: 3.2866, loss: 3.2866, grad_norm: 1.6129 2021-01-20 01:40:30,282 - mmaction - INFO - Epoch [34][2120/2147] lr: 1.918e-01, eta: 9 days, 5:51:48, time: 1.603, data_time: 0.017, memory: 16628, top1_acc: 0.2973, top5_acc: 0.5562, loss_cls: 3.2522, loss: 3.2522, grad_norm: 1.6450 2021-01-20 01:40:58,899 - mmaction - INFO - Epoch [34][2140/2147] lr: 1.919e-01, eta: 9 days, 5:50:42, time: 1.431, data_time: 0.003, memory: 16628, top1_acc: 0.2853, top5_acc: 0.5558, loss_cls: 3.2680, loss: 3.2680, grad_norm: 1.6596 2021-01-20 01:47:00,169 - mmaction - INFO - Epoch [35][20/2147] lr: 1.914e-01, eta: 9 days, 6:21:19, time: 16.679, data_time: 15.024, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5665, loss_cls: 3.2246, loss: 3.2246, grad_norm: 1.6232 2021-01-20 01:47:29,454 - mmaction - INFO - Epoch [35][40/2147] lr: 1.914e-01, eta: 9 days, 6:20:18, time: 1.466, data_time: 0.011, memory: 16628, top1_acc: 0.2911, top5_acc: 0.5500, loss_cls: 3.2581, loss: 3.2581, grad_norm: 1.6343 2021-01-20 01:47:59,697 - mmaction - INFO - Epoch [35][60/2147] lr: 1.914e-01, eta: 9 days, 6:19:23, time: 1.515, data_time: 0.009, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5701, loss_cls: 3.1973, loss: 3.1973, grad_norm: 1.6518 2021-01-20 01:48:28,942 - mmaction - INFO - Epoch [35][80/2147] lr: 1.914e-01, eta: 9 days, 6:18:20, time: 1.453, data_time: 0.004, memory: 16628, top1_acc: 0.3000, top5_acc: 0.5603, loss_cls: 3.1948, loss: 3.1948, grad_norm: 1.6340 2021-01-20 01:48:58,200 - mmaction - INFO - Epoch [35][100/2147] lr: 1.914e-01, eta: 9 days, 6:17:18, time: 1.469, data_time: 0.011, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5705, loss_cls: 3.1173, loss: 3.1173, grad_norm: 1.6457 2021-01-20 01:49:27,279 - mmaction - INFO - Epoch [35][120/2147] lr: 1.914e-01, eta: 9 days, 6:16:16, time: 1.457, data_time: 0.007, memory: 16628, top1_acc: 0.2973, top5_acc: 0.5442, loss_cls: 3.2805, loss: 3.2805, grad_norm: 1.6728 2021-01-20 01:49:58,113 - mmaction - INFO - Epoch [35][140/2147] lr: 1.914e-01, eta: 9 days, 6:15:24, time: 1.542, data_time: 0.008, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5750, loss_cls: 3.1448, loss: 3.1448, grad_norm: 1.6305 2021-01-20 01:50:28,184 - mmaction - INFO - Epoch [35][160/2147] lr: 1.914e-01, eta: 9 days, 6:14:28, time: 1.501, data_time: 0.005, memory: 16628, top1_acc: 0.3018, top5_acc: 0.5509, loss_cls: 3.2348, loss: 3.2348, grad_norm: 1.6516 2021-01-20 01:51:02,043 - mmaction - INFO - Epoch [35][180/2147] lr: 1.914e-01, eta: 9 days, 6:13:56, time: 1.691, data_time: 0.009, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5687, loss_cls: 3.2018, loss: 3.2018, grad_norm: 1.6313 2021-01-20 01:51:41,105 - mmaction - INFO - Epoch [35][200/2147] lr: 1.914e-01, eta: 9 days, 6:13:39, time: 1.807, data_time: 0.012, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5661, loss_cls: 3.1507, loss: 3.1507, grad_norm: 1.6180 2021-01-20 01:52:16,758 - mmaction - INFO - Epoch [35][220/2147] lr: 1.914e-01, eta: 9 days, 6:13:38, time: 1.930, data_time: 0.160, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5500, loss_cls: 3.2292, loss: 3.2292, grad_norm: 1.6571 2021-01-20 01:52:46,673 - mmaction - INFO - Epoch [35][240/2147] lr: 1.914e-01, eta: 9 days, 6:12:41, time: 1.500, data_time: 0.011, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5616, loss_cls: 3.2212, loss: 3.2212, grad_norm: 1.6274 2021-01-20 01:53:16,354 - mmaction - INFO - Epoch [35][260/2147] lr: 1.914e-01, eta: 9 days, 6:11:41, time: 1.481, data_time: 0.002, memory: 16628, top1_acc: 0.2902, top5_acc: 0.5509, loss_cls: 3.2506, loss: 3.2506, grad_norm: 1.6421 2021-01-20 01:53:50,839 - mmaction - INFO - Epoch [35][280/2147] lr: 1.914e-01, eta: 9 days, 6:11:13, time: 1.722, data_time: 0.006, memory: 16628, top1_acc: 0.2955, top5_acc: 0.5536, loss_cls: 3.2831, loss: 3.2831, grad_norm: 1.6721 2021-01-20 01:54:19,788 - mmaction - INFO - Epoch [35][300/2147] lr: 1.914e-01, eta: 9 days, 6:10:10, time: 1.452, data_time: 0.008, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5473, loss_cls: 3.2364, loss: 3.2364, grad_norm: 1.6699 2021-01-20 01:54:51,300 - mmaction - INFO - Epoch [35][320/2147] lr: 1.914e-01, eta: 9 days, 6:09:23, time: 1.574, data_time: 0.003, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5558, loss_cls: 3.1939, loss: 3.1939, grad_norm: 1.6386 2021-01-20 01:55:22,896 - mmaction - INFO - Epoch [35][340/2147] lr: 1.914e-01, eta: 9 days, 6:08:36, time: 1.576, data_time: 0.005, memory: 16628, top1_acc: 0.3004, top5_acc: 0.5625, loss_cls: 3.2010, loss: 3.2010, grad_norm: 1.5963 2021-01-20 01:55:54,343 - mmaction - INFO - Epoch [35][360/2147] lr: 1.914e-01, eta: 9 days, 6:07:49, time: 1.573, data_time: 0.007, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5487, loss_cls: 3.1940, loss: 3.1940, grad_norm: 1.6384 2021-01-20 01:56:23,714 - mmaction - INFO - Epoch [35][380/2147] lr: 1.914e-01, eta: 9 days, 6:06:48, time: 1.473, data_time: 0.012, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5759, loss_cls: 3.1499, loss: 3.1499, grad_norm: 1.6706 2021-01-20 01:56:57,168 - mmaction - INFO - Epoch [35][400/2147] lr: 1.914e-01, eta: 9 days, 6:06:14, time: 1.672, data_time: 0.002, memory: 16628, top1_acc: 0.3085, top5_acc: 0.5670, loss_cls: 3.2051, loss: 3.2051, grad_norm: 1.6720 2021-01-20 01:57:27,042 - mmaction - INFO - Epoch [35][420/2147] lr: 1.914e-01, eta: 9 days, 6:05:16, time: 1.491, data_time: 0.004, memory: 16628, top1_acc: 0.2853, top5_acc: 0.5326, loss_cls: 3.3277, loss: 3.3277, grad_norm: 1.6491 2021-01-20 01:57:57,948 - mmaction - INFO - Epoch [35][440/2147] lr: 1.914e-01, eta: 9 days, 6:04:26, time: 1.549, data_time: 0.006, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5643, loss_cls: 3.1931, loss: 3.1931, grad_norm: 1.6367 2021-01-20 01:58:31,772 - mmaction - INFO - Epoch [35][460/2147] lr: 1.914e-01, eta: 9 days, 6:03:53, time: 1.685, data_time: 0.006, memory: 16628, top1_acc: 0.3000, top5_acc: 0.5411, loss_cls: 3.2711, loss: 3.2711, grad_norm: 1.6483 2021-01-20 01:59:00,789 - mmaction - INFO - Epoch [35][480/2147] lr: 1.914e-01, eta: 9 days, 6:02:50, time: 1.455, data_time: 0.013, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5598, loss_cls: 3.2176, loss: 3.2176, grad_norm: 1.6149 2021-01-20 01:59:33,538 - mmaction - INFO - Epoch [35][500/2147] lr: 1.914e-01, eta: 9 days, 6:02:11, time: 1.640, data_time: 0.006, memory: 16628, top1_acc: 0.2799, top5_acc: 0.5433, loss_cls: 3.2674, loss: 3.2674, grad_norm: 1.6156 2021-01-20 02:00:04,347 - mmaction - INFO - Epoch [35][520/2147] lr: 1.914e-01, eta: 9 days, 6:01:19, time: 1.533, data_time: 0.003, memory: 16628, top1_acc: 0.2982, top5_acc: 0.5545, loss_cls: 3.2543, loss: 3.2543, grad_norm: 1.6276 2021-01-20 02:00:37,115 - mmaction - INFO - Epoch [35][540/2147] lr: 1.914e-01, eta: 9 days, 6:00:41, time: 1.645, data_time: 0.013, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5629, loss_cls: 3.2024, loss: 3.2024, grad_norm: 1.6383 2021-01-20 02:01:09,533 - mmaction - INFO - Epoch [35][560/2147] lr: 1.914e-01, eta: 9 days, 5:59:59, time: 1.616, data_time: 0.005, memory: 16628, top1_acc: 0.3000, top5_acc: 0.5536, loss_cls: 3.2048, loss: 3.2048, grad_norm: 1.6135 2021-01-20 02:01:38,781 - mmaction - INFO - Epoch [35][580/2147] lr: 1.914e-01, eta: 9 days, 5:58:58, time: 1.465, data_time: 0.010, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5531, loss_cls: 3.2310, loss: 3.2310, grad_norm: 1.5924 2021-01-20 02:02:09,591 - mmaction - INFO - Epoch [35][600/2147] lr: 1.914e-01, eta: 9 days, 5:58:06, time: 1.536, data_time: 0.008, memory: 16628, top1_acc: 0.3250, top5_acc: 0.5710, loss_cls: 3.1306, loss: 3.1306, grad_norm: 1.5996 2021-01-20 02:02:38,590 - mmaction - INFO - Epoch [35][620/2147] lr: 1.914e-01, eta: 9 days, 5:57:04, time: 1.457, data_time: 0.017, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5670, loss_cls: 3.1473, loss: 3.1473, grad_norm: 1.6827 2021-01-20 02:03:07,252 - mmaction - INFO - Epoch [35][640/2147] lr: 1.914e-01, eta: 9 days, 5:55:59, time: 1.435, data_time: 0.004, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5545, loss_cls: 3.1581, loss: 3.1581, grad_norm: 1.6493 2021-01-20 02:03:46,532 - mmaction - INFO - Epoch [35][660/2147] lr: 1.914e-01, eta: 9 days, 5:56:01, time: 1.958, data_time: 0.005, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5594, loss_cls: 3.1900, loss: 3.1900, grad_norm: 1.6779 2021-01-20 02:04:15,556 - mmaction - INFO - Epoch [35][680/2147] lr: 1.914e-01, eta: 9 days, 5:54:59, time: 1.456, data_time: 0.016, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5710, loss_cls: 3.1495, loss: 3.1495, grad_norm: 1.6257 2021-01-20 02:04:46,597 - mmaction - INFO - Epoch [35][700/2147] lr: 1.914e-01, eta: 9 days, 5:54:09, time: 1.550, data_time: 0.007, memory: 16628, top1_acc: 0.3013, top5_acc: 0.5469, loss_cls: 3.2927, loss: 3.2927, grad_norm: 1.6627 2021-01-20 02:05:18,174 - mmaction - INFO - Epoch [35][720/2147] lr: 1.914e-01, eta: 9 days, 5:53:23, time: 1.581, data_time: 0.006, memory: 16628, top1_acc: 0.2951, top5_acc: 0.5442, loss_cls: 3.2631, loss: 3.2631, grad_norm: 1.6509 2021-01-20 02:05:47,576 - mmaction - INFO - Epoch [35][740/2147] lr: 1.914e-01, eta: 9 days, 5:52:22, time: 1.468, data_time: 0.004, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5567, loss_cls: 3.2066, loss: 3.2066, grad_norm: 1.6446 2021-01-20 02:06:19,253 - mmaction - INFO - Epoch [35][760/2147] lr: 1.914e-01, eta: 9 days, 5:51:36, time: 1.583, data_time: 0.010, memory: 16628, top1_acc: 0.2978, top5_acc: 0.5625, loss_cls: 3.2133, loss: 3.2133, grad_norm: 1.6254 2021-01-20 02:06:49,784 - mmaction - INFO - Epoch [35][780/2147] lr: 1.914e-01, eta: 9 days, 5:50:43, time: 1.530, data_time: 0.007, memory: 16628, top1_acc: 0.2929, top5_acc: 0.5554, loss_cls: 3.2405, loss: 3.2405, grad_norm: 1.6231 2021-01-20 02:07:18,366 - mmaction - INFO - Epoch [35][800/2147] lr: 1.914e-01, eta: 9 days, 5:49:38, time: 1.429, data_time: 0.002, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5781, loss_cls: 3.1522, loss: 3.1522, grad_norm: 1.6134 2021-01-20 02:07:49,256 - mmaction - INFO - Epoch [35][820/2147] lr: 1.914e-01, eta: 9 days, 5:48:47, time: 1.543, data_time: 0.005, memory: 16628, top1_acc: 0.2973, top5_acc: 0.5554, loss_cls: 3.2911, loss: 3.2911, grad_norm: 1.6641 2021-01-20 02:08:18,211 - mmaction - INFO - Epoch [35][840/2147] lr: 1.914e-01, eta: 9 days, 5:47:43, time: 1.446, data_time: 0.004, memory: 16628, top1_acc: 0.2866, top5_acc: 0.5482, loss_cls: 3.2401, loss: 3.2401, grad_norm: 1.5853 2021-01-20 02:08:50,592 - mmaction - INFO - Epoch [35][860/2147] lr: 1.914e-01, eta: 9 days, 5:47:02, time: 1.621, data_time: 0.008, memory: 16628, top1_acc: 0.2951, top5_acc: 0.5504, loss_cls: 3.2435, loss: 3.2435, grad_norm: 1.6353 2021-01-20 02:09:19,554 - mmaction - INFO - Epoch [35][880/2147] lr: 1.914e-01, eta: 9 days, 5:45:59, time: 1.445, data_time: 0.004, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5888, loss_cls: 3.1661, loss: 3.1661, grad_norm: 1.6007 2021-01-20 02:09:52,796 - mmaction - INFO - Epoch [35][900/2147] lr: 1.914e-01, eta: 9 days, 5:45:23, time: 1.661, data_time: 0.011, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5518, loss_cls: 3.1884, loss: 3.1884, grad_norm: 1.6400 2021-01-20 02:10:21,907 - mmaction - INFO - Epoch [35][920/2147] lr: 1.914e-01, eta: 9 days, 5:44:21, time: 1.457, data_time: 0.007, memory: 16628, top1_acc: 0.2933, top5_acc: 0.5460, loss_cls: 3.2894, loss: 3.2894, grad_norm: 1.6689 2021-01-20 02:10:56,030 - mmaction - INFO - Epoch [35][940/2147] lr: 1.914e-01, eta: 9 days, 5:43:51, time: 1.708, data_time: 0.008, memory: 16628, top1_acc: 0.2911, top5_acc: 0.5509, loss_cls: 3.2463, loss: 3.2463, grad_norm: 1.5879 2021-01-20 02:11:24,938 - mmaction - INFO - Epoch [35][960/2147] lr: 1.914e-01, eta: 9 days, 5:42:48, time: 1.445, data_time: 0.004, memory: 16628, top1_acc: 0.3000, top5_acc: 0.5442, loss_cls: 3.2896, loss: 3.2896, grad_norm: 1.6408 2021-01-20 02:11:54,286 - mmaction - INFO - Epoch [35][980/2147] lr: 1.914e-01, eta: 9 days, 5:41:47, time: 1.466, data_time: 0.004, memory: 16628, top1_acc: 0.2888, top5_acc: 0.5522, loss_cls: 3.2230, loss: 3.2230, grad_norm: 1.6166 2021-01-20 02:12:23,764 - mmaction - INFO - Epoch [35][1000/2147] lr: 1.914e-01, eta: 9 days, 5:40:47, time: 1.476, data_time: 0.014, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5710, loss_cls: 3.1786, loss: 3.1786, grad_norm: 1.6365 2021-01-20 02:12:53,316 - mmaction - INFO - Epoch [35][1020/2147] lr: 1.914e-01, eta: 9 days, 5:39:48, time: 1.474, data_time: 0.005, memory: 16628, top1_acc: 0.2946, top5_acc: 0.5500, loss_cls: 3.2923, loss: 3.2923, grad_norm: 1.6254 2021-01-20 02:13:22,536 - mmaction - INFO - Epoch [35][1040/2147] lr: 1.914e-01, eta: 9 days, 5:38:46, time: 1.463, data_time: 0.009, memory: 16628, top1_acc: 0.2929, top5_acc: 0.5531, loss_cls: 3.2401, loss: 3.2401, grad_norm: 1.6502 2021-01-20 02:13:52,550 - mmaction - INFO - Epoch [35][1060/2147] lr: 1.914e-01, eta: 9 days, 5:37:50, time: 1.498, data_time: 0.005, memory: 16628, top1_acc: 0.2973, top5_acc: 0.5491, loss_cls: 3.2950, loss: 3.2950, grad_norm: 1.6742 2021-01-20 02:14:21,182 - mmaction - INFO - Epoch [35][1080/2147] lr: 1.914e-01, eta: 9 days, 5:36:45, time: 1.437, data_time: 0.008, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5549, loss_cls: 3.2158, loss: 3.2158, grad_norm: 1.6325 2021-01-20 02:14:50,030 - mmaction - INFO - Epoch [35][1100/2147] lr: 1.914e-01, eta: 9 days, 5:35:41, time: 1.442, data_time: 0.007, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5603, loss_cls: 3.1988, loss: 3.1988, grad_norm: 1.6188 2021-01-20 02:15:20,052 - mmaction - INFO - Epoch [35][1120/2147] lr: 1.914e-01, eta: 9 days, 5:34:45, time: 1.499, data_time: 0.009, memory: 16628, top1_acc: 0.2915, top5_acc: 0.5536, loss_cls: 3.2406, loss: 3.2406, grad_norm: 1.6393 2021-01-20 02:15:49,888 - mmaction - INFO - Epoch [35][1140/2147] lr: 1.914e-01, eta: 9 days, 5:33:47, time: 1.484, data_time: 0.007, memory: 16628, top1_acc: 0.3000, top5_acc: 0.5348, loss_cls: 3.2966, loss: 3.2966, grad_norm: 1.6391 2021-01-20 02:16:19,138 - mmaction - INFO - Epoch [35][1160/2147] lr: 1.914e-01, eta: 9 days, 5:32:47, time: 1.470, data_time: 0.017, memory: 16628, top1_acc: 0.2897, top5_acc: 0.5429, loss_cls: 3.2657, loss: 3.2657, grad_norm: 1.6662 2021-01-20 02:16:53,487 - mmaction - INFO - Epoch [35][1180/2147] lr: 1.914e-01, eta: 9 days, 5:32:18, time: 1.716, data_time: 0.008, memory: 16628, top1_acc: 0.2969, top5_acc: 0.5554, loss_cls: 3.2446, loss: 3.2446, grad_norm: 1.6708 2021-01-20 02:17:28,609 - mmaction - INFO - Epoch [35][1200/2147] lr: 1.914e-01, eta: 9 days, 5:31:54, time: 1.750, data_time: 0.009, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5509, loss_cls: 3.2389, loss: 3.2389, grad_norm: 1.6432 2021-01-20 02:17:57,524 - mmaction - INFO - Epoch [35][1220/2147] lr: 1.914e-01, eta: 9 days, 5:30:52, time: 1.455, data_time: 0.014, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5799, loss_cls: 3.0984, loss: 3.0984, grad_norm: 1.6483 2021-01-20 02:18:28,446 - mmaction - INFO - Epoch [35][1240/2147] lr: 1.914e-01, eta: 9 days, 5:30:01, time: 1.545, data_time: 0.002, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5558, loss_cls: 3.2059, loss: 3.2059, grad_norm: 1.6518 2021-01-20 02:19:01,011 - mmaction - INFO - Epoch [35][1260/2147] lr: 1.914e-01, eta: 9 days, 5:29:21, time: 1.625, data_time: 0.005, memory: 16628, top1_acc: 0.2969, top5_acc: 0.5518, loss_cls: 3.2694, loss: 3.2694, grad_norm: 1.6300 2021-01-20 02:19:32,008 - mmaction - INFO - Epoch [35][1280/2147] lr: 1.914e-01, eta: 9 days, 5:28:32, time: 1.554, data_time: 0.014, memory: 16628, top1_acc: 0.2888, top5_acc: 0.5357, loss_cls: 3.3071, loss: 3.3071, grad_norm: 1.6547 2021-01-20 02:20:00,886 - mmaction - INFO - Epoch [35][1300/2147] lr: 1.914e-01, eta: 9 days, 5:27:28, time: 1.444, data_time: 0.002, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5647, loss_cls: 3.1872, loss: 3.1872, grad_norm: 1.5932 2021-01-20 02:20:29,878 - mmaction - INFO - Epoch [35][1320/2147] lr: 1.914e-01, eta: 9 days, 5:26:26, time: 1.450, data_time: 0.002, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5562, loss_cls: 3.2112, loss: 3.2112, grad_norm: 1.6019 2021-01-20 02:20:59,324 - mmaction - INFO - Epoch [35][1340/2147] lr: 1.914e-01, eta: 9 days, 5:25:26, time: 1.469, data_time: 0.006, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5737, loss_cls: 3.2119, loss: 3.2119, grad_norm: 1.6459 2021-01-20 02:21:28,319 - mmaction - INFO - Epoch [35][1360/2147] lr: 1.914e-01, eta: 9 days, 5:24:23, time: 1.451, data_time: 0.007, memory: 16628, top1_acc: 0.2978, top5_acc: 0.5442, loss_cls: 3.2539, loss: 3.2539, grad_norm: 1.6206 2021-01-20 02:21:58,973 - mmaction - INFO - Epoch [35][1380/2147] lr: 1.914e-01, eta: 9 days, 5:23:31, time: 1.535, data_time: 0.008, memory: 16628, top1_acc: 0.3004, top5_acc: 0.5545, loss_cls: 3.2349, loss: 3.2349, grad_norm: 1.6370 2021-01-20 02:22:28,672 - mmaction - INFO - Epoch [35][1400/2147] lr: 1.914e-01, eta: 9 days, 5:22:33, time: 1.481, data_time: 0.003, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5750, loss_cls: 3.1346, loss: 3.1346, grad_norm: 1.6223 2021-01-20 02:22:58,158 - mmaction - INFO - Epoch [35][1420/2147] lr: 1.914e-01, eta: 9 days, 5:21:34, time: 1.477, data_time: 0.020, memory: 16628, top1_acc: 0.2955, top5_acc: 0.5696, loss_cls: 3.2268, loss: 3.2268, grad_norm: 1.6805 2021-01-20 02:23:29,793 - mmaction - INFO - Epoch [35][1440/2147] lr: 1.914e-01, eta: 9 days, 5:20:48, time: 1.579, data_time: 0.004, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5714, loss_cls: 3.1892, loss: 3.1892, grad_norm: 1.6604 2021-01-20 02:24:00,680 - mmaction - INFO - Epoch [35][1460/2147] lr: 1.914e-01, eta: 9 days, 5:19:57, time: 1.543, data_time: 0.006, memory: 16628, top1_acc: 0.2973, top5_acc: 0.5455, loss_cls: 3.3051, loss: 3.3051, grad_norm: 1.6056 2021-01-20 02:24:30,118 - mmaction - INFO - Epoch [35][1480/2147] lr: 1.914e-01, eta: 9 days, 5:18:58, time: 1.474, data_time: 0.007, memory: 16628, top1_acc: 0.2964, top5_acc: 0.5482, loss_cls: 3.2177, loss: 3.2177, grad_norm: 1.6619 2021-01-20 02:25:00,507 - mmaction - INFO - Epoch [35][1500/2147] lr: 1.914e-01, eta: 9 days, 5:18:04, time: 1.522, data_time: 0.011, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5487, loss_cls: 3.2088, loss: 3.2088, grad_norm: 1.6350 2021-01-20 02:25:32,215 - mmaction - INFO - Epoch [35][1520/2147] lr: 1.914e-01, eta: 9 days, 5:17:18, time: 1.574, data_time: 0.003, memory: 16628, top1_acc: 0.2978, top5_acc: 0.5379, loss_cls: 3.2834, loss: 3.2834, grad_norm: 1.5825 2021-01-20 02:26:03,256 - mmaction - INFO - Epoch [35][1540/2147] lr: 1.914e-01, eta: 9 days, 5:16:29, time: 1.562, data_time: 0.023, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5545, loss_cls: 3.2251, loss: 3.2251, grad_norm: 1.6180 2021-01-20 02:26:38,077 - mmaction - INFO - Epoch [35][1560/2147] lr: 1.914e-01, eta: 9 days, 5:16:04, time: 1.740, data_time: 0.008, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5496, loss_cls: 3.2742, loss: 3.2742, grad_norm: 1.6288 2021-01-20 02:27:07,834 - mmaction - INFO - Epoch [35][1580/2147] lr: 1.914e-01, eta: 9 days, 5:15:06, time: 1.488, data_time: 0.021, memory: 16628, top1_acc: 0.2817, top5_acc: 0.5268, loss_cls: 3.3431, loss: 3.3431, grad_norm: 1.6616 2021-01-20 02:27:37,034 - mmaction - INFO - Epoch [35][1600/2147] lr: 1.914e-01, eta: 9 days, 5:14:06, time: 1.462, data_time: 0.008, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5527, loss_cls: 3.2569, loss: 3.2569, grad_norm: 1.6267 2021-01-20 02:28:09,523 - mmaction - INFO - Epoch [35][1620/2147] lr: 1.914e-01, eta: 9 days, 5:13:25, time: 1.624, data_time: 0.005, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5580, loss_cls: 3.2043, loss: 3.2043, grad_norm: 1.6014 2021-01-20 02:28:39,982 - mmaction - INFO - Epoch [35][1640/2147] lr: 1.914e-01, eta: 9 days, 5:12:32, time: 1.518, data_time: 0.009, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5638, loss_cls: 3.1637, loss: 3.1637, grad_norm: 1.6403 2021-01-20 02:29:09,314 - mmaction - INFO - Epoch [35][1660/2147] lr: 1.914e-01, eta: 9 days, 5:11:32, time: 1.470, data_time: 0.012, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5629, loss_cls: 3.1634, loss: 3.1634, grad_norm: 1.6467 2021-01-20 02:29:41,123 - mmaction - INFO - Epoch [35][1680/2147] lr: 1.914e-01, eta: 9 days, 5:10:47, time: 1.590, data_time: 0.007, memory: 16628, top1_acc: 0.2982, top5_acc: 0.5326, loss_cls: 3.2812, loss: 3.2812, grad_norm: 1.6392 2021-01-20 02:30:10,036 - mmaction - INFO - Epoch [35][1700/2147] lr: 1.914e-01, eta: 9 days, 5:09:45, time: 1.448, data_time: 0.007, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5451, loss_cls: 3.2485, loss: 3.2485, grad_norm: 1.6257 2021-01-20 02:30:40,776 - mmaction - INFO - Epoch [35][1720/2147] lr: 1.914e-01, eta: 9 days, 5:08:53, time: 1.536, data_time: 0.008, memory: 16628, top1_acc: 0.2933, top5_acc: 0.5545, loss_cls: 3.2412, loss: 3.2412, grad_norm: 1.6193 2021-01-20 02:31:09,686 - mmaction - INFO - Epoch [35][1740/2147] lr: 1.914e-01, eta: 9 days, 5:07:50, time: 1.443, data_time: 0.008, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5670, loss_cls: 3.2277, loss: 3.2277, grad_norm: 1.6338 2021-01-20 02:31:42,361 - mmaction - INFO - Epoch [35][1760/2147] lr: 1.914e-01, eta: 9 days, 5:07:02, time: 1.562, data_time: 0.007, memory: 16628, top1_acc: 0.2826, top5_acc: 0.5402, loss_cls: 3.2974, loss: 3.2974, grad_norm: 1.6255 2021-01-20 02:32:12,373 - mmaction - INFO - Epoch [35][1780/2147] lr: 1.914e-01, eta: 9 days, 5:06:15, time: 1.570, data_time: 0.077, memory: 16628, top1_acc: 0.2888, top5_acc: 0.5429, loss_cls: 3.2794, loss: 3.2794, grad_norm: 1.6294 2021-01-20 02:32:43,024 - mmaction - INFO - Epoch [35][1800/2147] lr: 1.914e-01, eta: 9 days, 5:05:24, time: 1.538, data_time: 0.007, memory: 16628, top1_acc: 0.2915, top5_acc: 0.5616, loss_cls: 3.1809, loss: 3.1809, grad_norm: 1.6017 2021-01-20 02:33:14,421 - mmaction - INFO - Epoch [35][1820/2147] lr: 1.914e-01, eta: 9 days, 5:04:37, time: 1.570, data_time: 0.003, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5415, loss_cls: 3.2437, loss: 3.2437, grad_norm: 1.6493 2021-01-20 02:33:43,747 - mmaction - INFO - Epoch [35][1840/2147] lr: 1.914e-01, eta: 9 days, 5:03:37, time: 1.465, data_time: 0.002, memory: 16628, top1_acc: 0.2911, top5_acc: 0.5634, loss_cls: 3.1975, loss: 3.1975, grad_norm: 1.6715 2021-01-20 02:34:16,103 - mmaction - INFO - Epoch [35][1860/2147] lr: 1.914e-01, eta: 9 days, 5:02:56, time: 1.617, data_time: 0.003, memory: 16628, top1_acc: 0.2844, top5_acc: 0.5393, loss_cls: 3.3080, loss: 3.3080, grad_norm: 1.6498 2021-01-20 02:34:48,320 - mmaction - INFO - Epoch [35][1880/2147] lr: 1.914e-01, eta: 9 days, 5:02:14, time: 1.612, data_time: 0.004, memory: 16628, top1_acc: 0.2951, top5_acc: 0.5518, loss_cls: 3.2436, loss: 3.2436, grad_norm: 1.6514 2021-01-20 02:35:17,188 - mmaction - INFO - Epoch [35][1900/2147] lr: 1.914e-01, eta: 9 days, 5:01:11, time: 1.444, data_time: 0.006, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5589, loss_cls: 3.2263, loss: 3.2263, grad_norm: 1.6130 2021-01-20 02:35:47,349 - mmaction - INFO - Epoch [35][1920/2147] lr: 1.914e-01, eta: 9 days, 5:00:15, time: 1.502, data_time: 0.003, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5455, loss_cls: 3.2713, loss: 3.2713, grad_norm: 1.7015 2021-01-20 02:36:18,544 - mmaction - INFO - Epoch [35][1940/2147] lr: 1.914e-01, eta: 9 days, 4:59:28, time: 1.567, data_time: 0.009, memory: 16628, top1_acc: 0.3018, top5_acc: 0.5464, loss_cls: 3.2634, loss: 3.2634, grad_norm: 1.6545 2021-01-20 02:36:52,615 - mmaction - INFO - Epoch [35][1960/2147] lr: 1.914e-01, eta: 9 days, 4:58:58, time: 1.703, data_time: 0.005, memory: 16628, top1_acc: 0.2862, top5_acc: 0.5406, loss_cls: 3.2664, loss: 3.2664, grad_norm: 1.6615 2021-01-20 02:37:24,481 - mmaction - INFO - Epoch [35][1980/2147] lr: 1.914e-01, eta: 9 days, 4:58:13, time: 1.590, data_time: 0.008, memory: 16628, top1_acc: 0.2938, top5_acc: 0.5393, loss_cls: 3.3120, loss: 3.3120, grad_norm: 1.6207 2021-01-20 02:38:00,701 - mmaction - INFO - Epoch [35][2000/2147] lr: 1.914e-01, eta: 9 days, 4:57:57, time: 1.809, data_time: 0.008, memory: 16628, top1_acc: 0.3004, top5_acc: 0.5424, loss_cls: 3.2780, loss: 3.2780, grad_norm: 1.6166 2021-01-20 02:38:30,044 - mmaction - INFO - Epoch [35][2020/2147] lr: 1.914e-01, eta: 9 days, 4:56:57, time: 1.470, data_time: 0.014, memory: 16628, top1_acc: 0.2902, top5_acc: 0.5598, loss_cls: 3.2075, loss: 3.2075, grad_norm: 1.6181 2021-01-20 02:39:01,013 - mmaction - INFO - Epoch [35][2040/2147] lr: 1.914e-01, eta: 9 days, 4:56:08, time: 1.550, data_time: 0.012, memory: 16628, top1_acc: 0.3004, top5_acc: 0.5594, loss_cls: 3.2170, loss: 3.2170, grad_norm: 1.6115 2021-01-20 02:39:30,977 - mmaction - INFO - Epoch [35][2060/2147] lr: 1.914e-01, eta: 9 days, 4:55:12, time: 1.496, data_time: 0.008, memory: 16628, top1_acc: 0.2955, top5_acc: 0.5415, loss_cls: 3.2721, loss: 3.2721, grad_norm: 1.6244 2021-01-20 02:39:59,828 - mmaction - INFO - Epoch [35][2080/2147] lr: 1.914e-01, eta: 9 days, 4:54:09, time: 1.446, data_time: 0.012, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5679, loss_cls: 3.2161, loss: 3.2161, grad_norm: 1.6095 2021-01-20 02:40:30,141 - mmaction - INFO - Epoch [35][2100/2147] lr: 1.914e-01, eta: 9 days, 4:53:15, time: 1.512, data_time: 0.007, memory: 16628, top1_acc: 0.2929, top5_acc: 0.5549, loss_cls: 3.2886, loss: 3.2886, grad_norm: 1.6647 2021-01-20 02:40:59,158 - mmaction - INFO - Epoch [35][2120/2147] lr: 1.914e-01, eta: 9 days, 4:52:13, time: 1.452, data_time: 0.007, memory: 16628, top1_acc: 0.2955, top5_acc: 0.5451, loss_cls: 3.2678, loss: 3.2678, grad_norm: 1.6209 2021-01-20 02:41:27,970 - mmaction - INFO - Epoch [35][2140/2147] lr: 1.914e-01, eta: 9 days, 4:51:10, time: 1.444, data_time: 0.009, memory: 16628, top1_acc: 0.3018, top5_acc: 0.5580, loss_cls: 3.2311, loss: 3.2311, grad_norm: 1.6327 2021-01-20 03:05:03,991 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-20 03:05:04,866 - mmaction - INFO - top1_acc 0.3227 top5_acc 0.5969 2021-01-20 03:05:04,866 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-20 03:05:04,926 - mmaction - INFO - mean_acc 0.3225 2021-01-20 03:05:04,943 - mmaction - INFO - Epoch(val) [35][2147] top1_acc: 0.3227, top5_acc: 0.5969, mean_class_accuracy: 0.3225 2021-01-20 03:11:21,762 - mmaction - INFO - Epoch [36][20/2147] lr: 1.909e-01, eta: 9 days, 5:25:17, time: 18.836, data_time: 17.138, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5768, loss_cls: 3.1326, loss: 3.1326, grad_norm: 1.6738 2021-01-20 03:11:52,001 - mmaction - INFO - Epoch [36][40/2147] lr: 1.909e-01, eta: 9 days, 5:24:23, time: 1.514, data_time: 0.009, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5500, loss_cls: 3.2060, loss: 3.2060, grad_norm: 1.6237 2021-01-20 03:12:22,177 - mmaction - INFO - Epoch [36][60/2147] lr: 1.909e-01, eta: 9 days, 5:23:28, time: 1.508, data_time: 0.002, memory: 16628, top1_acc: 0.3018, top5_acc: 0.5580, loss_cls: 3.1958, loss: 3.1958, grad_norm: 1.6218 2021-01-20 03:12:52,516 - mmaction - INFO - Epoch [36][80/2147] lr: 1.909e-01, eta: 9 days, 5:22:33, time: 1.514, data_time: 0.046, memory: 16628, top1_acc: 0.2969, top5_acc: 0.5531, loss_cls: 3.2523, loss: 3.2523, grad_norm: 1.6534 2021-01-20 03:13:22,309 - mmaction - INFO - Epoch [36][100/2147] lr: 1.909e-01, eta: 9 days, 5:21:35, time: 1.490, data_time: 0.006, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5576, loss_cls: 3.1666, loss: 3.1666, grad_norm: 1.6414 2021-01-20 03:13:53,926 - mmaction - INFO - Epoch [36][120/2147] lr: 1.909e-01, eta: 9 days, 5:20:50, time: 1.584, data_time: 0.004, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5589, loss_cls: 3.2159, loss: 3.2159, grad_norm: 1.6129 2021-01-20 03:14:23,022 - mmaction - INFO - Epoch [36][140/2147] lr: 1.909e-01, eta: 9 days, 5:19:48, time: 1.453, data_time: 0.004, memory: 16628, top1_acc: 0.2973, top5_acc: 0.5567, loss_cls: 3.2018, loss: 3.2018, grad_norm: 1.6429 2021-01-20 03:14:53,809 - mmaction - INFO - Epoch [36][160/2147] lr: 1.909e-01, eta: 9 days, 5:18:56, time: 1.538, data_time: 0.009, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5621, loss_cls: 3.2200, loss: 3.2200, grad_norm: 1.6443 2021-01-20 03:15:22,819 - mmaction - INFO - Epoch [36][180/2147] lr: 1.909e-01, eta: 9 days, 5:17:54, time: 1.452, data_time: 0.005, memory: 16628, top1_acc: 0.2942, top5_acc: 0.5397, loss_cls: 3.2793, loss: 3.2793, grad_norm: 1.6602 2021-01-20 03:15:55,720 - mmaction - INFO - Epoch [36][200/2147] lr: 1.909e-01, eta: 9 days, 5:17:15, time: 1.639, data_time: 0.004, memory: 16628, top1_acc: 0.3062, top5_acc: 0.5643, loss_cls: 3.2487, loss: 3.2487, grad_norm: 1.6234 2021-01-20 03:16:24,553 - mmaction - INFO - Epoch [36][220/2147] lr: 1.909e-01, eta: 9 days, 5:16:13, time: 1.449, data_time: 0.011, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5679, loss_cls: 3.1589, loss: 3.1589, grad_norm: 1.6523 2021-01-20 03:16:57,858 - mmaction - INFO - Epoch [36][240/2147] lr: 1.909e-01, eta: 9 days, 5:15:37, time: 1.663, data_time: 0.002, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5504, loss_cls: 3.2223, loss: 3.2223, grad_norm: 1.6786 2021-01-20 03:17:28,184 - mmaction - INFO - Epoch [36][260/2147] lr: 1.909e-01, eta: 9 days, 5:14:42, time: 1.511, data_time: 0.005, memory: 16628, top1_acc: 0.2929, top5_acc: 0.5754, loss_cls: 3.2053, loss: 3.2053, grad_norm: 1.6695 2021-01-20 03:17:58,148 - mmaction - INFO - Epoch [36][280/2147] lr: 1.909e-01, eta: 9 days, 5:13:46, time: 1.502, data_time: 0.011, memory: 16628, top1_acc: 0.2969, top5_acc: 0.5388, loss_cls: 3.2752, loss: 3.2752, grad_norm: 1.6695 2021-01-20 03:18:27,201 - mmaction - INFO - Epoch [36][300/2147] lr: 1.909e-01, eta: 9 days, 5:12:44, time: 1.455, data_time: 0.008, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5554, loss_cls: 3.2025, loss: 3.2025, grad_norm: 1.6353 2021-01-20 03:18:59,525 - mmaction - INFO - Epoch [36][320/2147] lr: 1.909e-01, eta: 9 days, 5:12:02, time: 1.611, data_time: 0.005, memory: 16628, top1_acc: 0.2969, top5_acc: 0.5478, loss_cls: 3.2766, loss: 3.2766, grad_norm: 1.6655 2021-01-20 03:19:28,766 - mmaction - INFO - Epoch [36][340/2147] lr: 1.909e-01, eta: 9 days, 5:11:02, time: 1.468, data_time: 0.010, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5741, loss_cls: 3.1523, loss: 3.1523, grad_norm: 1.6731 2021-01-20 03:19:57,634 - mmaction - INFO - Epoch [36][360/2147] lr: 1.909e-01, eta: 9 days, 5:09:59, time: 1.443, data_time: 0.006, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5598, loss_cls: 3.2520, loss: 3.2520, grad_norm: 1.6626 2021-01-20 03:20:30,565 - mmaction - INFO - Epoch [36][380/2147] lr: 1.909e-01, eta: 9 days, 5:09:21, time: 1.643, data_time: 0.005, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5634, loss_cls: 3.1622, loss: 3.1622, grad_norm: 1.6399 2021-01-20 03:20:59,886 - mmaction - INFO - Epoch [36][400/2147] lr: 1.909e-01, eta: 9 days, 5:08:19, time: 1.460, data_time: 0.011, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5531, loss_cls: 3.2143, loss: 3.2143, grad_norm: 1.6462 2021-01-20 03:21:28,672 - mmaction - INFO - Epoch [36][420/2147] lr: 1.909e-01, eta: 9 days, 5:07:17, time: 1.447, data_time: 0.013, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5491, loss_cls: 3.2614, loss: 3.2614, grad_norm: 1.6502 2021-01-20 03:22:02,488 - mmaction - INFO - Epoch [36][440/2147] lr: 1.909e-01, eta: 9 days, 5:06:45, time: 1.691, data_time: 0.013, memory: 16628, top1_acc: 0.2969, top5_acc: 0.5406, loss_cls: 3.2659, loss: 3.2659, grad_norm: 1.6519 2021-01-20 03:22:34,046 - mmaction - INFO - Epoch [36][460/2147] lr: 1.909e-01, eta: 9 days, 5:05:58, time: 1.575, data_time: 0.012, memory: 16628, top1_acc: 0.3085, top5_acc: 0.5545, loss_cls: 3.2725, loss: 3.2725, grad_norm: 1.6084 2021-01-20 03:23:06,745 - mmaction - INFO - Epoch [36][480/2147] lr: 1.909e-01, eta: 9 days, 5:05:19, time: 1.638, data_time: 0.007, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5496, loss_cls: 3.2277, loss: 3.2277, grad_norm: 1.6294 2021-01-20 03:23:37,804 - mmaction - INFO - Epoch [36][500/2147] lr: 1.909e-01, eta: 9 days, 5:04:30, time: 1.556, data_time: 0.005, memory: 16628, top1_acc: 0.2920, top5_acc: 0.5362, loss_cls: 3.3065, loss: 3.3065, grad_norm: 1.6010 2021-01-20 03:24:07,889 - mmaction - INFO - Epoch [36][520/2147] lr: 1.909e-01, eta: 9 days, 5:03:34, time: 1.502, data_time: 0.003, memory: 16628, top1_acc: 0.3062, top5_acc: 0.5554, loss_cls: 3.2151, loss: 3.2151, grad_norm: 1.6196 2021-01-20 03:24:40,885 - mmaction - INFO - Epoch [36][540/2147] lr: 1.909e-01, eta: 9 days, 5:02:57, time: 1.649, data_time: 0.006, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5629, loss_cls: 3.1739, loss: 3.1739, grad_norm: 1.6839 2021-01-20 03:25:10,432 - mmaction - INFO - Epoch [36][560/2147] lr: 1.909e-01, eta: 9 days, 5:01:59, time: 1.479, data_time: 0.004, memory: 16628, top1_acc: 0.2969, top5_acc: 0.5397, loss_cls: 3.2937, loss: 3.2937, grad_norm: 1.6328 2021-01-20 03:25:42,018 - mmaction - INFO - Epoch [36][580/2147] lr: 1.909e-01, eta: 9 days, 5:01:12, time: 1.573, data_time: 0.005, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5674, loss_cls: 3.1397, loss: 3.1397, grad_norm: 1.6001 2021-01-20 03:26:13,871 - mmaction - INFO - Epoch [36][600/2147] lr: 1.909e-01, eta: 9 days, 5:00:28, time: 1.595, data_time: 0.014, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5589, loss_cls: 3.1983, loss: 3.1983, grad_norm: 1.6540 2021-01-20 03:26:50,265 - mmaction - INFO - Epoch [36][620/2147] lr: 1.909e-01, eta: 9 days, 5:00:12, time: 1.820, data_time: 0.009, memory: 16628, top1_acc: 0.2973, top5_acc: 0.5580, loss_cls: 3.2400, loss: 3.2400, grad_norm: 1.6311 2021-01-20 03:27:19,949 - mmaction - INFO - Epoch [36][640/2147] lr: 1.909e-01, eta: 9 days, 4:59:14, time: 1.486, data_time: 0.013, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5545, loss_cls: 3.2324, loss: 3.2324, grad_norm: 1.6534 2021-01-20 03:27:52,401 - mmaction - INFO - Epoch [36][660/2147] lr: 1.909e-01, eta: 9 days, 4:58:33, time: 1.622, data_time: 0.006, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5460, loss_cls: 3.2867, loss: 3.2867, grad_norm: 1.6543 2021-01-20 03:28:21,785 - mmaction - INFO - Epoch [36][680/2147] lr: 1.909e-01, eta: 9 days, 4:57:34, time: 1.473, data_time: 0.005, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5522, loss_cls: 3.1864, loss: 3.1864, grad_norm: 1.6456 2021-01-20 03:28:51,407 - mmaction - INFO - Epoch [36][700/2147] lr: 1.909e-01, eta: 9 days, 4:56:36, time: 1.481, data_time: 0.003, memory: 16628, top1_acc: 0.2821, top5_acc: 0.5379, loss_cls: 3.2896, loss: 3.2896, grad_norm: 1.6734 2021-01-20 03:29:23,194 - mmaction - INFO - Epoch [36][720/2147] lr: 1.909e-01, eta: 9 days, 4:55:51, time: 1.589, data_time: 0.002, memory: 16628, top1_acc: 0.2973, top5_acc: 0.5402, loss_cls: 3.2531, loss: 3.2531, grad_norm: 1.6220 2021-01-20 03:29:52,098 - mmaction - INFO - Epoch [36][740/2147] lr: 1.909e-01, eta: 9 days, 4:54:48, time: 1.445, data_time: 0.004, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5366, loss_cls: 3.2975, loss: 3.2975, grad_norm: 1.6438 2021-01-20 03:30:21,401 - mmaction - INFO - Epoch [36][760/2147] lr: 1.909e-01, eta: 9 days, 4:53:48, time: 1.465, data_time: 0.004, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5857, loss_cls: 3.1453, loss: 3.1453, grad_norm: 1.6383 2021-01-20 03:30:51,381 - mmaction - INFO - Epoch [36][780/2147] lr: 1.909e-01, eta: 9 days, 4:52:52, time: 1.499, data_time: 0.004, memory: 16628, top1_acc: 0.2933, top5_acc: 0.5424, loss_cls: 3.2602, loss: 3.2602, grad_norm: 1.6374 2021-01-20 03:31:22,094 - mmaction - INFO - Epoch [36][800/2147] lr: 1.909e-01, eta: 9 days, 4:52:00, time: 1.535, data_time: 0.001, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5433, loss_cls: 3.2865, loss: 3.2865, grad_norm: 1.6053 2021-01-20 03:32:07,973 - mmaction - INFO - Epoch [36][820/2147] lr: 1.909e-01, eta: 9 days, 4:52:43, time: 2.293, data_time: 0.007, memory: 16628, top1_acc: 0.3000, top5_acc: 0.5406, loss_cls: 3.2594, loss: 3.2594, grad_norm: 1.6009 2021-01-20 03:32:38,483 - mmaction - INFO - Epoch [36][840/2147] lr: 1.909e-01, eta: 9 days, 4:51:51, time: 1.527, data_time: 0.008, memory: 16628, top1_acc: 0.2969, top5_acc: 0.5567, loss_cls: 3.2148, loss: 3.2148, grad_norm: 1.6528 2021-01-20 03:33:13,969 - mmaction - INFO - Epoch [36][860/2147] lr: 1.909e-01, eta: 9 days, 4:51:28, time: 1.762, data_time: 0.004, memory: 16628, top1_acc: 0.2991, top5_acc: 0.5647, loss_cls: 3.1836, loss: 3.1836, grad_norm: 1.6065 2021-01-20 03:33:42,751 - mmaction - INFO - Epoch [36][880/2147] lr: 1.909e-01, eta: 9 days, 4:50:26, time: 1.452, data_time: 0.020, memory: 16628, top1_acc: 0.2964, top5_acc: 0.5670, loss_cls: 3.2047, loss: 3.2047, grad_norm: 1.6546 2021-01-20 03:34:14,724 - mmaction - INFO - Epoch [36][900/2147] lr: 1.909e-01, eta: 9 days, 4:49:42, time: 1.598, data_time: 0.004, memory: 16628, top1_acc: 0.2982, top5_acc: 0.5567, loss_cls: 3.2134, loss: 3.2134, grad_norm: 1.6581 2021-01-20 03:34:45,791 - mmaction - INFO - Epoch [36][920/2147] lr: 1.909e-01, eta: 9 days, 4:48:53, time: 1.553, data_time: 0.002, memory: 16628, top1_acc: 0.2955, top5_acc: 0.5437, loss_cls: 3.2556, loss: 3.2556, grad_norm: 1.6317 2021-01-20 03:35:16,941 - mmaction - INFO - Epoch [36][940/2147] lr: 1.909e-01, eta: 9 days, 4:48:04, time: 1.555, data_time: 0.004, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5754, loss_cls: 3.1482, loss: 3.1482, grad_norm: 1.6996 2021-01-20 03:35:45,788 - mmaction - INFO - Epoch [36][960/2147] lr: 1.909e-01, eta: 9 days, 4:47:01, time: 1.445, data_time: 0.011, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5701, loss_cls: 3.1551, loss: 3.1551, grad_norm: 1.6540 2021-01-20 03:36:19,246 - mmaction - INFO - Epoch [36][980/2147] lr: 1.909e-01, eta: 9 days, 4:46:27, time: 1.669, data_time: 0.004, memory: 16628, top1_acc: 0.2888, top5_acc: 0.5420, loss_cls: 3.2702, loss: 3.2702, grad_norm: 1.6504 2021-01-20 03:36:56,016 - mmaction - INFO - Epoch [36][1000/2147] lr: 1.909e-01, eta: 9 days, 4:46:13, time: 1.837, data_time: 0.013, memory: 16628, top1_acc: 0.3018, top5_acc: 0.5496, loss_cls: 3.2088, loss: 3.2088, grad_norm: 1.6164 2021-01-20 03:37:28,132 - mmaction - INFO - Epoch [36][1020/2147] lr: 1.909e-01, eta: 9 days, 4:45:30, time: 1.605, data_time: 0.019, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5777, loss_cls: 3.1623, loss: 3.1623, grad_norm: 1.6227 2021-01-20 03:37:56,946 - mmaction - INFO - Epoch [36][1040/2147] lr: 1.909e-01, eta: 9 days, 4:44:28, time: 1.445, data_time: 0.009, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5554, loss_cls: 3.2170, loss: 3.2170, grad_norm: 1.6492 2021-01-20 03:38:27,123 - mmaction - INFO - Epoch [36][1060/2147] lr: 1.909e-01, eta: 9 days, 4:43:33, time: 1.509, data_time: 0.003, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5638, loss_cls: 3.1845, loss: 3.1845, grad_norm: 1.6488 2021-01-20 03:38:55,801 - mmaction - INFO - Epoch [36][1080/2147] lr: 1.909e-01, eta: 9 days, 4:42:29, time: 1.434, data_time: 0.004, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5518, loss_cls: 3.2101, loss: 3.2101, grad_norm: 1.6331 2021-01-20 03:39:28,127 - mmaction - INFO - Epoch [36][1100/2147] lr: 1.909e-01, eta: 9 days, 4:41:47, time: 1.611, data_time: 0.007, memory: 16628, top1_acc: 0.2893, top5_acc: 0.5406, loss_cls: 3.2669, loss: 3.2669, grad_norm: 1.6060 2021-01-20 03:39:57,579 - mmaction - INFO - Epoch [36][1120/2147] lr: 1.909e-01, eta: 9 days, 4:40:48, time: 1.475, data_time: 0.009, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5536, loss_cls: 3.2434, loss: 3.2434, grad_norm: 1.6287 2021-01-20 03:40:31,721 - mmaction - INFO - Epoch [36][1140/2147] lr: 1.909e-01, eta: 9 days, 4:40:19, time: 1.710, data_time: 0.009, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5679, loss_cls: 3.1597, loss: 3.1597, grad_norm: 1.6338 2021-01-20 03:41:03,980 - mmaction - INFO - Epoch [36][1160/2147] lr: 1.909e-01, eta: 9 days, 4:39:37, time: 1.612, data_time: 0.003, memory: 16628, top1_acc: 0.2893, top5_acc: 0.5482, loss_cls: 3.2724, loss: 3.2724, grad_norm: 1.6632 2021-01-20 03:41:39,759 - mmaction - INFO - Epoch [36][1180/2147] lr: 1.909e-01, eta: 9 days, 4:39:08, time: 1.717, data_time: 0.005, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5545, loss_cls: 3.2347, loss: 3.2347, grad_norm: 1.6269 2021-01-20 03:42:14,810 - mmaction - INFO - Epoch [36][1200/2147] lr: 1.909e-01, eta: 9 days, 4:38:52, time: 1.819, data_time: 0.085, memory: 16628, top1_acc: 0.2871, top5_acc: 0.5415, loss_cls: 3.2783, loss: 3.2783, grad_norm: 1.6870 2021-01-20 03:42:45,743 - mmaction - INFO - Epoch [36][1220/2147] lr: 1.909e-01, eta: 9 days, 4:38:02, time: 1.545, data_time: 0.012, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5491, loss_cls: 3.1984, loss: 3.1984, grad_norm: 1.6703 2021-01-20 03:43:14,931 - mmaction - INFO - Epoch [36][1240/2147] lr: 1.909e-01, eta: 9 days, 4:37:02, time: 1.463, data_time: 0.014, memory: 16628, top1_acc: 0.2991, top5_acc: 0.5661, loss_cls: 3.2074, loss: 3.2074, grad_norm: 1.6718 2021-01-20 03:43:45,177 - mmaction - INFO - Epoch [36][1260/2147] lr: 1.909e-01, eta: 9 days, 4:36:07, time: 1.510, data_time: 0.014, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5603, loss_cls: 3.2344, loss: 3.2344, grad_norm: 1.6264 2021-01-20 03:44:14,107 - mmaction - INFO - Epoch [36][1280/2147] lr: 1.909e-01, eta: 9 days, 4:35:06, time: 1.454, data_time: 0.012, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5442, loss_cls: 3.2356, loss: 3.2356, grad_norm: 1.6236 2021-01-20 03:44:47,061 - mmaction - INFO - Epoch [36][1300/2147] lr: 1.909e-01, eta: 9 days, 4:34:29, time: 1.647, data_time: 0.003, memory: 16628, top1_acc: 0.2915, top5_acc: 0.5411, loss_cls: 3.2904, loss: 3.2904, grad_norm: 1.6286 2021-01-20 03:45:19,900 - mmaction - INFO - Epoch [36][1320/2147] lr: 1.909e-01, eta: 9 days, 4:33:50, time: 1.640, data_time: 0.004, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5580, loss_cls: 3.1830, loss: 3.1830, grad_norm: 1.6221 2021-01-20 03:45:49,651 - mmaction - INFO - Epoch [36][1340/2147] lr: 1.909e-01, eta: 9 days, 4:32:52, time: 1.482, data_time: 0.007, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5473, loss_cls: 3.2664, loss: 3.2664, grad_norm: 1.6320 2021-01-20 03:46:20,907 - mmaction - INFO - Epoch [36][1360/2147] lr: 1.909e-01, eta: 9 days, 4:32:06, time: 1.570, data_time: 0.010, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5478, loss_cls: 3.2398, loss: 3.2398, grad_norm: 1.6384 2021-01-20 03:46:53,512 - mmaction - INFO - Epoch [36][1380/2147] lr: 1.909e-01, eta: 9 days, 4:31:26, time: 1.629, data_time: 0.006, memory: 16628, top1_acc: 0.2951, top5_acc: 0.5491, loss_cls: 3.2547, loss: 3.2547, grad_norm: 1.6408 2021-01-20 03:47:22,888 - mmaction - INFO - Epoch [36][1400/2147] lr: 1.909e-01, eta: 9 days, 4:30:26, time: 1.465, data_time: 0.008, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5594, loss_cls: 3.2226, loss: 3.2226, grad_norm: 1.6250 2021-01-20 03:47:53,456 - mmaction - INFO - Epoch [36][1420/2147] lr: 1.909e-01, eta: 9 days, 4:29:35, time: 1.534, data_time: 0.016, memory: 16628, top1_acc: 0.3299, top5_acc: 0.5692, loss_cls: 3.1216, loss: 3.1216, grad_norm: 1.6351 2021-01-20 03:48:24,283 - mmaction - INFO - Epoch [36][1440/2147] lr: 1.909e-01, eta: 9 days, 4:28:44, time: 1.541, data_time: 0.004, memory: 16628, top1_acc: 0.2906, top5_acc: 0.5589, loss_cls: 3.2494, loss: 3.2494, grad_norm: 1.6813 2021-01-20 03:48:53,049 - mmaction - INFO - Epoch [36][1460/2147] lr: 1.909e-01, eta: 9 days, 4:27:41, time: 1.439, data_time: 0.003, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5629, loss_cls: 3.2496, loss: 3.2496, grad_norm: 1.6543 2021-01-20 03:49:24,351 - mmaction - INFO - Epoch [36][1480/2147] lr: 1.909e-01, eta: 9 days, 4:26:53, time: 1.562, data_time: 0.003, memory: 16628, top1_acc: 0.2955, top5_acc: 0.5388, loss_cls: 3.2851, loss: 3.2851, grad_norm: 1.6248 2021-01-20 03:49:53,515 - mmaction - INFO - Epoch [36][1500/2147] lr: 1.909e-01, eta: 9 days, 4:25:53, time: 1.459, data_time: 0.008, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5710, loss_cls: 3.1870, loss: 3.1870, grad_norm: 1.6436 2021-01-20 03:50:22,891 - mmaction - INFO - Epoch [36][1520/2147] lr: 1.909e-01, eta: 9 days, 4:24:53, time: 1.463, data_time: 0.009, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5652, loss_cls: 3.2479, loss: 3.2479, grad_norm: 1.6101 2021-01-20 03:50:53,461 - mmaction - INFO - Epoch [36][1540/2147] lr: 1.909e-01, eta: 9 days, 4:24:02, time: 1.536, data_time: 0.013, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5621, loss_cls: 3.2069, loss: 3.2069, grad_norm: 1.6287 2021-01-20 03:51:25,258 - mmaction - INFO - Epoch [36][1560/2147] lr: 1.909e-01, eta: 9 days, 4:23:17, time: 1.588, data_time: 0.005, memory: 16628, top1_acc: 0.2955, top5_acc: 0.5371, loss_cls: 3.1968, loss: 3.1968, grad_norm: 1.6465 2021-01-20 03:52:07,196 - mmaction - INFO - Epoch [36][1580/2147] lr: 1.909e-01, eta: 9 days, 4:23:35, time: 2.098, data_time: 0.007, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5696, loss_cls: 3.1789, loss: 3.1789, grad_norm: 1.6274 2021-01-20 03:52:38,018 - mmaction - INFO - Epoch [36][1600/2147] lr: 1.909e-01, eta: 9 days, 4:22:45, time: 1.541, data_time: 0.008, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5496, loss_cls: 3.2107, loss: 3.2107, grad_norm: 1.6075 2021-01-20 03:53:12,157 - mmaction - INFO - Epoch [36][1620/2147] lr: 1.909e-01, eta: 9 days, 4:22:15, time: 1.707, data_time: 0.007, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5647, loss_cls: 3.1900, loss: 3.1900, grad_norm: 1.6344 2021-01-20 03:53:41,211 - mmaction - INFO - Epoch [36][1640/2147] lr: 1.909e-01, eta: 9 days, 4:21:14, time: 1.454, data_time: 0.008, memory: 16628, top1_acc: 0.2929, top5_acc: 0.5446, loss_cls: 3.2657, loss: 3.2657, grad_norm: 1.6224 2021-01-20 03:54:11,184 - mmaction - INFO - Epoch [36][1660/2147] lr: 1.909e-01, eta: 9 days, 4:20:18, time: 1.499, data_time: 0.007, memory: 16628, top1_acc: 0.2893, top5_acc: 0.5549, loss_cls: 3.2055, loss: 3.2055, grad_norm: 1.6723 2021-01-20 03:54:39,886 - mmaction - INFO - Epoch [36][1680/2147] lr: 1.909e-01, eta: 9 days, 4:19:15, time: 1.436, data_time: 0.006, memory: 16628, top1_acc: 0.2955, top5_acc: 0.5473, loss_cls: 3.2435, loss: 3.2435, grad_norm: 1.6705 2021-01-20 03:55:08,740 - mmaction - INFO - Epoch [36][1700/2147] lr: 1.909e-01, eta: 9 days, 4:18:12, time: 1.442, data_time: 0.002, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5759, loss_cls: 3.1124, loss: 3.1124, grad_norm: 1.6197 2021-01-20 03:55:39,395 - mmaction - INFO - Epoch [36][1720/2147] lr: 1.909e-01, eta: 9 days, 4:17:21, time: 1.532, data_time: 0.003, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5594, loss_cls: 3.1865, loss: 3.1865, grad_norm: 1.6873 2021-01-20 03:56:07,869 - mmaction - INFO - Epoch [36][1740/2147] lr: 1.909e-01, eta: 9 days, 4:16:16, time: 1.424, data_time: 0.004, memory: 16628, top1_acc: 0.2991, top5_acc: 0.5460, loss_cls: 3.2495, loss: 3.2495, grad_norm: 1.6902 2021-01-20 03:56:41,045 - mmaction - INFO - Epoch [36][1760/2147] lr: 1.909e-01, eta: 9 days, 4:15:32, time: 1.588, data_time: 0.021, memory: 16628, top1_acc: 0.2942, top5_acc: 0.5527, loss_cls: 3.2454, loss: 3.2454, grad_norm: 1.6626 2021-01-20 03:57:11,450 - mmaction - INFO - Epoch [36][1780/2147] lr: 1.909e-01, eta: 9 days, 4:14:47, time: 1.590, data_time: 0.074, memory: 16628, top1_acc: 0.2924, top5_acc: 0.5339, loss_cls: 3.2873, loss: 3.2873, grad_norm: 1.6257 2021-01-20 03:57:42,705 - mmaction - INFO - Epoch [36][1800/2147] lr: 1.909e-01, eta: 9 days, 4:13:59, time: 1.560, data_time: 0.003, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5661, loss_cls: 3.1962, loss: 3.1962, grad_norm: 1.5744 2021-01-20 03:58:11,398 - mmaction - INFO - Epoch [36][1820/2147] lr: 1.909e-01, eta: 9 days, 4:12:56, time: 1.436, data_time: 0.008, memory: 16628, top1_acc: 0.2942, top5_acc: 0.5437, loss_cls: 3.2618, loss: 3.2618, grad_norm: 1.6289 2021-01-20 03:58:41,960 - mmaction - INFO - Epoch [36][1840/2147] lr: 1.909e-01, eta: 9 days, 4:12:05, time: 1.530, data_time: 0.009, memory: 16628, top1_acc: 0.2933, top5_acc: 0.5554, loss_cls: 3.2743, loss: 3.2743, grad_norm: 1.6571 2021-01-20 03:59:14,032 - mmaction - INFO - Epoch [36][1860/2147] lr: 1.909e-01, eta: 9 days, 4:11:22, time: 1.605, data_time: 0.010, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5513, loss_cls: 3.2334, loss: 3.2334, grad_norm: 1.7022 2021-01-20 03:59:46,075 - mmaction - INFO - Epoch [36][1880/2147] lr: 1.909e-01, eta: 9 days, 4:10:38, time: 1.587, data_time: 0.003, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5607, loss_cls: 3.1838, loss: 3.1838, grad_norm: 1.6749 2021-01-20 04:00:15,892 - mmaction - INFO - Epoch [36][1900/2147] lr: 1.909e-01, eta: 9 days, 4:09:42, time: 1.502, data_time: 0.024, memory: 16628, top1_acc: 0.2871, top5_acc: 0.5371, loss_cls: 3.2921, loss: 3.2921, grad_norm: 1.6392 2021-01-20 04:00:48,436 - mmaction - INFO - Epoch [36][1920/2147] lr: 1.909e-01, eta: 9 days, 4:09:03, time: 1.631, data_time: 0.006, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5589, loss_cls: 3.2519, loss: 3.2519, grad_norm: 1.6219 2021-01-20 04:01:17,117 - mmaction - INFO - Epoch [36][1940/2147] lr: 1.909e-01, eta: 9 days, 4:08:00, time: 1.433, data_time: 0.004, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5612, loss_cls: 3.1936, loss: 3.1936, grad_norm: 1.6057 2021-01-20 04:01:49,851 - mmaction - INFO - Epoch [36][1960/2147] lr: 1.909e-01, eta: 9 days, 4:07:21, time: 1.637, data_time: 0.004, memory: 16628, top1_acc: 0.2973, top5_acc: 0.5554, loss_cls: 3.2352, loss: 3.2352, grad_norm: 1.6430 2021-01-20 04:02:19,324 - mmaction - INFO - Epoch [36][1980/2147] lr: 1.909e-01, eta: 9 days, 4:06:23, time: 1.474, data_time: 0.009, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5661, loss_cls: 3.1794, loss: 3.1794, grad_norm: 1.6703 2021-01-20 04:02:52,825 - mmaction - INFO - Epoch [36][2000/2147] lr: 1.909e-01, eta: 9 days, 4:05:49, time: 1.672, data_time: 0.004, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5634, loss_cls: 3.2307, loss: 3.2307, grad_norm: 1.6501 2021-01-20 04:03:23,471 - mmaction - INFO - Epoch [36][2020/2147] lr: 1.909e-01, eta: 9 days, 4:04:58, time: 1.533, data_time: 0.006, memory: 16628, top1_acc: 0.2906, top5_acc: 0.5478, loss_cls: 3.2725, loss: 3.2725, grad_norm: 1.6435 2021-01-20 04:03:53,772 - mmaction - INFO - Epoch [36][2040/2147] lr: 1.909e-01, eta: 9 days, 4:04:04, time: 1.516, data_time: 0.013, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5522, loss_cls: 3.2285, loss: 3.2285, grad_norm: 1.5963 2021-01-20 04:04:22,723 - mmaction - INFO - Epoch [36][2060/2147] lr: 1.909e-01, eta: 9 days, 4:03:03, time: 1.447, data_time: 0.007, memory: 16628, top1_acc: 0.3000, top5_acc: 0.5554, loss_cls: 3.1855, loss: 3.1855, grad_norm: 1.6326 2021-01-20 04:04:52,981 - mmaction - INFO - Epoch [36][2080/2147] lr: 1.909e-01, eta: 9 days, 4:02:09, time: 1.515, data_time: 0.005, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5719, loss_cls: 3.1700, loss: 3.1700, grad_norm: 1.6714 2021-01-20 04:05:22,331 - mmaction - INFO - Epoch [36][2100/2147] lr: 1.909e-01, eta: 9 days, 4:01:10, time: 1.468, data_time: 0.004, memory: 16628, top1_acc: 0.2973, top5_acc: 0.5589, loss_cls: 3.2553, loss: 3.2553, grad_norm: 1.6160 2021-01-20 04:05:52,867 - mmaction - INFO - Epoch [36][2120/2147] lr: 1.909e-01, eta: 9 days, 4:00:18, time: 1.522, data_time: 0.002, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5687, loss_cls: 3.1851, loss: 3.1851, grad_norm: 1.6705 2021-01-20 04:06:21,670 - mmaction - INFO - Epoch [36][2140/2147] lr: 1.909e-01, eta: 9 days, 3:59:16, time: 1.443, data_time: 0.010, memory: 16628, top1_acc: 0.2884, top5_acc: 0.5237, loss_cls: 3.3419, loss: 3.3419, grad_norm: 1.6887 2021-01-20 04:06:56,611 - mmaction - INFO - Saving checkpoint at 36 epochs 2021-01-20 04:12:29,960 - mmaction - INFO - Epoch [37][20/2147] lr: 1.904e-01, eta: 9 days, 4:27:37, time: 16.557, data_time: 14.829, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5589, loss_cls: 3.2232, loss: 3.2232, grad_norm: 1.6230 2021-01-20 04:12:59,477 - mmaction - INFO - Epoch [37][40/2147] lr: 1.904e-01, eta: 9 days, 4:26:39, time: 1.478, data_time: 0.017, memory: 16628, top1_acc: 0.3062, top5_acc: 0.5576, loss_cls: 3.2052, loss: 3.2052, grad_norm: 1.6374 2021-01-20 04:13:32,538 - mmaction - INFO - Epoch [37][60/2147] lr: 1.904e-01, eta: 9 days, 4:26:02, time: 1.653, data_time: 0.010, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5437, loss_cls: 3.2485, loss: 3.2485, grad_norm: 1.5927 2021-01-20 04:14:03,177 - mmaction - INFO - Epoch [37][80/2147] lr: 1.904e-01, eta: 9 days, 4:25:10, time: 1.534, data_time: 0.012, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5621, loss_cls: 3.1654, loss: 3.1654, grad_norm: 1.5991 2021-01-20 04:14:33,030 - mmaction - INFO - Epoch [37][100/2147] lr: 1.904e-01, eta: 9 days, 4:24:14, time: 1.494, data_time: 0.008, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5442, loss_cls: 3.2469, loss: 3.2469, grad_norm: 1.6592 2021-01-20 04:15:02,699 - mmaction - INFO - Epoch [37][120/2147] lr: 1.904e-01, eta: 9 days, 4:23:17, time: 1.485, data_time: 0.014, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5750, loss_cls: 3.1264, loss: 3.1264, grad_norm: 1.6424 2021-01-20 04:15:33,287 - mmaction - INFO - Epoch [37][140/2147] lr: 1.904e-01, eta: 9 days, 4:22:24, time: 1.525, data_time: 0.010, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5549, loss_cls: 3.1978, loss: 3.1978, grad_norm: 1.6805 2021-01-20 04:16:02,762 - mmaction - INFO - Epoch [37][160/2147] lr: 1.904e-01, eta: 9 days, 4:21:26, time: 1.477, data_time: 0.011, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5768, loss_cls: 3.1297, loss: 3.1297, grad_norm: 1.6373 2021-01-20 04:16:36,391 - mmaction - INFO - Epoch [37][180/2147] lr: 1.904e-01, eta: 9 days, 4:20:52, time: 1.678, data_time: 0.008, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5674, loss_cls: 3.1894, loss: 3.1894, grad_norm: 1.6863 2021-01-20 04:17:06,254 - mmaction - INFO - Epoch [37][200/2147] lr: 1.904e-01, eta: 9 days, 4:19:56, time: 1.497, data_time: 0.011, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5638, loss_cls: 3.2070, loss: 3.2070, grad_norm: 1.6338 2021-01-20 04:17:35,935 - mmaction - INFO - Epoch [37][220/2147] lr: 1.904e-01, eta: 9 days, 4:18:59, time: 1.486, data_time: 0.004, memory: 16628, top1_acc: 0.3000, top5_acc: 0.5580, loss_cls: 3.2602, loss: 3.2602, grad_norm: 1.5987 2021-01-20 04:18:05,176 - mmaction - INFO - Epoch [37][240/2147] lr: 1.904e-01, eta: 9 days, 4:17:59, time: 1.463, data_time: 0.004, memory: 16628, top1_acc: 0.2848, top5_acc: 0.5424, loss_cls: 3.2665, loss: 3.2665, grad_norm: 1.5792 2021-01-20 04:18:35,765 - mmaction - INFO - Epoch [37][260/2147] lr: 1.904e-01, eta: 9 days, 4:17:07, time: 1.529, data_time: 0.003, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5638, loss_cls: 3.1867, loss: 3.1867, grad_norm: 1.6614 2021-01-20 04:19:05,196 - mmaction - INFO - Epoch [37][280/2147] lr: 1.904e-01, eta: 9 days, 4:16:08, time: 1.471, data_time: 0.003, memory: 16628, top1_acc: 0.2915, top5_acc: 0.5558, loss_cls: 3.2160, loss: 3.2160, grad_norm: 1.6608 2021-01-20 04:19:34,167 - mmaction - INFO - Epoch [37][300/2147] lr: 1.904e-01, eta: 9 days, 4:15:06, time: 1.449, data_time: 0.010, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5612, loss_cls: 3.1847, loss: 3.1847, grad_norm: 1.6729 2021-01-20 04:20:03,669 - mmaction - INFO - Epoch [37][320/2147] lr: 1.904e-01, eta: 9 days, 4:14:08, time: 1.475, data_time: 0.005, memory: 16628, top1_acc: 0.2924, top5_acc: 0.5527, loss_cls: 3.2388, loss: 3.2388, grad_norm: 1.6632 2021-01-20 04:20:34,115 - mmaction - INFO - Epoch [37][340/2147] lr: 1.904e-01, eta: 9 days, 4:13:15, time: 1.523, data_time: 0.006, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5558, loss_cls: 3.2090, loss: 3.2090, grad_norm: 1.6344 2021-01-20 04:21:04,818 - mmaction - INFO - Epoch [37][360/2147] lr: 1.904e-01, eta: 9 days, 4:12:23, time: 1.529, data_time: 0.002, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5692, loss_cls: 3.1637, loss: 3.1637, grad_norm: 1.6299 2021-01-20 04:21:33,953 - mmaction - INFO - Epoch [37][380/2147] lr: 1.904e-01, eta: 9 days, 4:11:22, time: 1.457, data_time: 0.011, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5540, loss_cls: 3.2112, loss: 3.2112, grad_norm: 1.6707 2021-01-20 04:22:06,225 - mmaction - INFO - Epoch [37][400/2147] lr: 1.904e-01, eta: 9 days, 4:10:40, time: 1.611, data_time: 0.025, memory: 16628, top1_acc: 0.2924, top5_acc: 0.5437, loss_cls: 3.3119, loss: 3.3119, grad_norm: 1.6816 2021-01-20 04:22:35,284 - mmaction - INFO - Epoch [37][420/2147] lr: 1.904e-01, eta: 9 days, 4:09:40, time: 1.461, data_time: 0.015, memory: 16628, top1_acc: 0.2937, top5_acc: 0.5545, loss_cls: 3.2730, loss: 3.2730, grad_norm: 1.5852 2021-01-20 04:23:06,252 - mmaction - INFO - Epoch [37][440/2147] lr: 1.904e-01, eta: 9 days, 4:08:51, time: 1.549, data_time: 0.003, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5737, loss_cls: 3.1923, loss: 3.1923, grad_norm: 1.6871 2021-01-20 04:23:34,978 - mmaction - INFO - Epoch [37][460/2147] lr: 1.904e-01, eta: 9 days, 4:07:48, time: 1.435, data_time: 0.002, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5750, loss_cls: 3.1322, loss: 3.1322, grad_norm: 1.6415 2021-01-20 04:24:04,305 - mmaction - INFO - Epoch [37][480/2147] lr: 1.904e-01, eta: 9 days, 4:06:48, time: 1.467, data_time: 0.009, memory: 16628, top1_acc: 0.2938, top5_acc: 0.5522, loss_cls: 3.2566, loss: 3.2566, grad_norm: 1.6196 2021-01-20 04:24:32,937 - mmaction - INFO - Epoch [37][500/2147] lr: 1.904e-01, eta: 9 days, 4:05:44, time: 1.431, data_time: 0.003, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5629, loss_cls: 3.1487, loss: 3.1487, grad_norm: 1.6223 2021-01-20 04:25:03,686 - mmaction - INFO - Epoch [37][520/2147] lr: 1.904e-01, eta: 9 days, 4:04:54, time: 1.538, data_time: 0.004, memory: 16628, top1_acc: 0.2951, top5_acc: 0.5491, loss_cls: 3.2573, loss: 3.2573, grad_norm: 1.5943 2021-01-20 04:25:33,211 - mmaction - INFO - Epoch [37][540/2147] lr: 1.904e-01, eta: 9 days, 4:03:56, time: 1.477, data_time: 0.005, memory: 16628, top1_acc: 0.2951, top5_acc: 0.5464, loss_cls: 3.2422, loss: 3.2422, grad_norm: 1.5873 2021-01-20 04:26:05,300 - mmaction - INFO - Epoch [37][560/2147] lr: 1.904e-01, eta: 9 days, 4:03:12, time: 1.599, data_time: 0.004, memory: 16628, top1_acc: 0.2973, top5_acc: 0.5554, loss_cls: 3.2182, loss: 3.2182, grad_norm: 1.6259 2021-01-20 04:26:36,302 - mmaction - INFO - Epoch [37][580/2147] lr: 1.904e-01, eta: 9 days, 4:02:24, time: 1.555, data_time: 0.008, memory: 16628, top1_acc: 0.2884, top5_acc: 0.5277, loss_cls: 3.3707, loss: 3.3707, grad_norm: 1.6486 2021-01-20 04:27:15,190 - mmaction - INFO - Epoch [37][600/2147] lr: 1.904e-01, eta: 9 days, 4:02:22, time: 1.944, data_time: 0.004, memory: 16628, top1_acc: 0.2960, top5_acc: 0.5384, loss_cls: 3.3389, loss: 3.3389, grad_norm: 1.6122 2021-01-20 04:27:43,949 - mmaction - INFO - Epoch [37][620/2147] lr: 1.904e-01, eta: 9 days, 4:01:20, time: 1.438, data_time: 0.005, memory: 16628, top1_acc: 0.3018, top5_acc: 0.5522, loss_cls: 3.2085, loss: 3.2085, grad_norm: 1.6187 2021-01-20 04:28:13,694 - mmaction - INFO - Epoch [37][640/2147] lr: 1.904e-01, eta: 9 days, 4:00:22, time: 1.485, data_time: 0.005, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5625, loss_cls: 3.2316, loss: 3.2316, grad_norm: 1.6405 2021-01-20 04:28:43,645 - mmaction - INFO - Epoch [37][660/2147] lr: 1.904e-01, eta: 9 days, 3:59:27, time: 1.500, data_time: 0.008, memory: 16628, top1_acc: 0.2937, top5_acc: 0.5509, loss_cls: 3.2142, loss: 3.2142, grad_norm: 1.6341 2021-01-20 04:29:14,785 - mmaction - INFO - Epoch [37][680/2147] lr: 1.904e-01, eta: 9 days, 3:58:39, time: 1.557, data_time: 0.002, memory: 16628, top1_acc: 0.3000, top5_acc: 0.5687, loss_cls: 3.2110, loss: 3.2110, grad_norm: 1.6663 2021-01-20 04:29:43,681 - mmaction - INFO - Epoch [37][700/2147] lr: 1.904e-01, eta: 9 days, 3:57:37, time: 1.444, data_time: 0.004, memory: 16628, top1_acc: 0.2951, top5_acc: 0.5406, loss_cls: 3.2566, loss: 3.2566, grad_norm: 1.6529 2021-01-20 04:30:14,502 - mmaction - INFO - Epoch [37][720/2147] lr: 1.904e-01, eta: 9 days, 3:56:47, time: 1.541, data_time: 0.011, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5589, loss_cls: 3.1723, loss: 3.1723, grad_norm: 1.6414 2021-01-20 04:30:44,263 - mmaction - INFO - Epoch [37][740/2147] lr: 1.904e-01, eta: 9 days, 3:55:50, time: 1.485, data_time: 0.012, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5710, loss_cls: 3.1846, loss: 3.1846, grad_norm: 1.6391 2021-01-20 04:31:14,509 - mmaction - INFO - Epoch [37][760/2147] lr: 1.904e-01, eta: 9 days, 3:54:56, time: 1.514, data_time: 0.007, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5509, loss_cls: 3.2321, loss: 3.2321, grad_norm: 1.6335 2021-01-20 04:31:52,366 - mmaction - INFO - Epoch [37][780/2147] lr: 1.904e-01, eta: 9 days, 3:54:48, time: 1.890, data_time: 0.009, memory: 16628, top1_acc: 0.2978, top5_acc: 0.5473, loss_cls: 3.2082, loss: 3.2082, grad_norm: 1.6543 2021-01-20 04:32:23,801 - mmaction - INFO - Epoch [37][800/2147] lr: 1.904e-01, eta: 9 days, 3:54:01, time: 1.571, data_time: 0.009, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5652, loss_cls: 3.1880, loss: 3.1880, grad_norm: 1.6682 2021-01-20 04:32:54,336 - mmaction - INFO - Epoch [37][820/2147] lr: 1.904e-01, eta: 9 days, 3:53:10, time: 1.532, data_time: 0.009, memory: 16628, top1_acc: 0.2978, top5_acc: 0.5558, loss_cls: 3.1911, loss: 3.1911, grad_norm: 1.6327 2021-01-20 04:33:23,311 - mmaction - INFO - Epoch [37][840/2147] lr: 1.904e-01, eta: 9 days, 3:52:08, time: 1.445, data_time: 0.003, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5580, loss_cls: 3.2093, loss: 3.2093, grad_norm: 1.6398 2021-01-20 04:33:54,189 - mmaction - INFO - Epoch [37][860/2147] lr: 1.904e-01, eta: 9 days, 3:51:18, time: 1.546, data_time: 0.014, memory: 16628, top1_acc: 0.3018, top5_acc: 0.5661, loss_cls: 3.2060, loss: 3.2060, grad_norm: 1.6173 2021-01-20 04:34:24,065 - mmaction - INFO - Epoch [37][880/2147] lr: 1.904e-01, eta: 9 days, 3:50:23, time: 1.497, data_time: 0.009, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5576, loss_cls: 3.2572, loss: 3.2572, grad_norm: 1.6198 2021-01-20 04:34:52,547 - mmaction - INFO - Epoch [37][900/2147] lr: 1.904e-01, eta: 9 days, 3:49:19, time: 1.422, data_time: 0.004, memory: 16628, top1_acc: 0.3295, top5_acc: 0.5714, loss_cls: 3.1149, loss: 3.1149, grad_norm: 1.6453 2021-01-20 04:35:24,318 - mmaction - INFO - Epoch [37][920/2147] lr: 1.904e-01, eta: 9 days, 3:48:34, time: 1.590, data_time: 0.010, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5598, loss_cls: 3.2069, loss: 3.2069, grad_norm: 1.6295 2021-01-20 04:35:56,842 - mmaction - INFO - Epoch [37][940/2147] lr: 1.904e-01, eta: 9 days, 3:47:54, time: 1.619, data_time: 0.017, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5754, loss_cls: 3.1182, loss: 3.1182, grad_norm: 1.6895 2021-01-20 04:36:27,747 - mmaction - INFO - Epoch [37][960/2147] lr: 1.904e-01, eta: 9 days, 3:47:05, time: 1.553, data_time: 0.015, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5598, loss_cls: 3.2159, loss: 3.2159, grad_norm: 1.6788 2021-01-20 04:36:58,423 - mmaction - INFO - Epoch [37][980/2147] lr: 1.904e-01, eta: 9 days, 3:46:14, time: 1.533, data_time: 0.004, memory: 16628, top1_acc: 0.3013, top5_acc: 0.5719, loss_cls: 3.1947, loss: 3.1947, grad_norm: 1.6370 2021-01-20 04:37:29,532 - mmaction - INFO - Epoch [37][1000/2147] lr: 1.904e-01, eta: 9 days, 3:45:25, time: 1.557, data_time: 0.004, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5799, loss_cls: 3.1169, loss: 3.1169, grad_norm: 1.6371 2021-01-20 04:37:58,754 - mmaction - INFO - Epoch [37][1020/2147] lr: 1.904e-01, eta: 9 days, 3:44:26, time: 1.461, data_time: 0.003, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5625, loss_cls: 3.2263, loss: 3.2263, grad_norm: 1.6446 2021-01-20 04:38:29,417 - mmaction - INFO - Epoch [37][1040/2147] lr: 1.904e-01, eta: 9 days, 3:43:35, time: 1.533, data_time: 0.004, memory: 16628, top1_acc: 0.2933, top5_acc: 0.5576, loss_cls: 3.2088, loss: 3.2088, grad_norm: 1.6542 2021-01-20 04:38:58,295 - mmaction - INFO - Epoch [37][1060/2147] lr: 1.904e-01, eta: 9 days, 3:42:33, time: 1.442, data_time: 0.003, memory: 16628, top1_acc: 0.2951, top5_acc: 0.5656, loss_cls: 3.1892, loss: 3.1892, grad_norm: 1.6439 2021-01-20 04:39:27,617 - mmaction - INFO - Epoch [37][1080/2147] lr: 1.904e-01, eta: 9 days, 3:41:34, time: 1.468, data_time: 0.004, memory: 16628, top1_acc: 0.2969, top5_acc: 0.5371, loss_cls: 3.2661, loss: 3.2661, grad_norm: 1.6178 2021-01-20 04:39:59,885 - mmaction - INFO - Epoch [37][1100/2147] lr: 1.904e-01, eta: 9 days, 3:40:52, time: 1.611, data_time: 0.002, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5576, loss_cls: 3.2049, loss: 3.2049, grad_norm: 1.6259 2021-01-20 04:40:32,313 - mmaction - INFO - Epoch [37][1120/2147] lr: 1.904e-01, eta: 9 days, 3:40:12, time: 1.621, data_time: 0.007, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5554, loss_cls: 3.2661, loss: 3.2661, grad_norm: 1.6889 2021-01-20 04:41:03,428 - mmaction - INFO - Epoch [37][1140/2147] lr: 1.904e-01, eta: 9 days, 3:39:23, time: 1.555, data_time: 0.005, memory: 16628, top1_acc: 0.2920, top5_acc: 0.5415, loss_cls: 3.2621, loss: 3.2621, grad_norm: 1.6133 2021-01-20 04:41:32,712 - mmaction - INFO - Epoch [37][1160/2147] lr: 1.904e-01, eta: 9 days, 3:38:24, time: 1.465, data_time: 0.005, memory: 16628, top1_acc: 0.2777, top5_acc: 0.5518, loss_cls: 3.2685, loss: 3.2685, grad_norm: 1.6850 2021-01-20 04:42:07,731 - mmaction - INFO - Epoch [37][1180/2147] lr: 1.904e-01, eta: 9 days, 3:37:59, time: 1.750, data_time: 0.058, memory: 16628, top1_acc: 0.2964, top5_acc: 0.5366, loss_cls: 3.2652, loss: 3.2652, grad_norm: 1.5918 2021-01-20 04:42:37,778 - mmaction - INFO - Epoch [37][1200/2147] lr: 1.904e-01, eta: 9 days, 3:37:05, time: 1.502, data_time: 0.010, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5835, loss_cls: 3.1343, loss: 3.1343, grad_norm: 1.6222 2021-01-20 04:43:08,240 - mmaction - INFO - Epoch [37][1220/2147] lr: 1.904e-01, eta: 9 days, 3:36:13, time: 1.524, data_time: 0.007, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5821, loss_cls: 3.1079, loss: 3.1079, grad_norm: 1.6223 2021-01-20 04:43:40,412 - mmaction - INFO - Epoch [37][1240/2147] lr: 1.904e-01, eta: 9 days, 3:35:31, time: 1.608, data_time: 0.010, memory: 16628, top1_acc: 0.2964, top5_acc: 0.5504, loss_cls: 3.2725, loss: 3.2725, grad_norm: 1.6509 2021-01-20 04:44:09,981 - mmaction - INFO - Epoch [37][1260/2147] lr: 1.904e-01, eta: 9 days, 3:34:33, time: 1.477, data_time: 0.005, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5522, loss_cls: 3.2251, loss: 3.2251, grad_norm: 1.6228 2021-01-20 04:44:39,754 - mmaction - INFO - Epoch [37][1280/2147] lr: 1.904e-01, eta: 9 days, 3:33:37, time: 1.490, data_time: 0.007, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5598, loss_cls: 3.2324, loss: 3.2324, grad_norm: 1.6758 2021-01-20 04:45:10,580 - mmaction - INFO - Epoch [37][1300/2147] lr: 1.904e-01, eta: 9 days, 3:32:47, time: 1.541, data_time: 0.009, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5786, loss_cls: 3.1357, loss: 3.1357, grad_norm: 1.6373 2021-01-20 04:45:41,492 - mmaction - INFO - Epoch [37][1320/2147] lr: 1.904e-01, eta: 9 days, 3:31:58, time: 1.546, data_time: 0.009, memory: 16628, top1_acc: 0.2991, top5_acc: 0.5518, loss_cls: 3.2443, loss: 3.2443, grad_norm: 1.6730 2021-01-20 04:46:12,113 - mmaction - INFO - Epoch [37][1340/2147] lr: 1.904e-01, eta: 9 days, 3:31:06, time: 1.529, data_time: 0.004, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5754, loss_cls: 3.1404, loss: 3.1404, grad_norm: 1.5902 2021-01-20 04:46:45,628 - mmaction - INFO - Epoch [37][1360/2147] lr: 1.904e-01, eta: 9 days, 3:30:29, time: 1.648, data_time: 0.009, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5518, loss_cls: 3.2423, loss: 3.2423, grad_norm: 1.6886 2021-01-20 04:47:15,328 - mmaction - INFO - Epoch [37][1380/2147] lr: 1.904e-01, eta: 9 days, 3:29:36, time: 1.516, data_time: 0.036, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5612, loss_cls: 3.2441, loss: 3.2441, grad_norm: 1.6333 2021-01-20 04:47:44,896 - mmaction - INFO - Epoch [37][1400/2147] lr: 1.904e-01, eta: 9 days, 3:28:38, time: 1.468, data_time: 0.001, memory: 16628, top1_acc: 0.2960, top5_acc: 0.5545, loss_cls: 3.2577, loss: 3.2577, grad_norm: 1.6001 2021-01-20 04:48:14,390 - mmaction - INFO - Epoch [37][1420/2147] lr: 1.904e-01, eta: 9 days, 3:27:41, time: 1.483, data_time: 0.013, memory: 16628, top1_acc: 0.3085, top5_acc: 0.5621, loss_cls: 3.1939, loss: 3.1939, grad_norm: 1.6367 2021-01-20 04:48:46,521 - mmaction - INFO - Epoch [37][1440/2147] lr: 1.904e-01, eta: 9 days, 3:26:59, time: 1.607, data_time: 0.006, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5576, loss_cls: 3.2475, loss: 3.2475, grad_norm: 1.6260 2021-01-20 04:49:16,217 - mmaction - INFO - Epoch [37][1460/2147] lr: 1.904e-01, eta: 9 days, 3:26:02, time: 1.483, data_time: 0.007, memory: 16628, top1_acc: 0.2982, top5_acc: 0.5473, loss_cls: 3.2341, loss: 3.2341, grad_norm: 1.6406 2021-01-20 04:49:47,205 - mmaction - INFO - Epoch [37][1480/2147] lr: 1.904e-01, eta: 9 days, 3:25:13, time: 1.548, data_time: 0.005, memory: 16628, top1_acc: 0.2978, top5_acc: 0.5473, loss_cls: 3.2839, loss: 3.2839, grad_norm: 1.6050 2021-01-20 04:50:16,120 - mmaction - INFO - Epoch [37][1500/2147] lr: 1.904e-01, eta: 9 days, 3:24:12, time: 1.448, data_time: 0.007, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5634, loss_cls: 3.2177, loss: 3.2177, grad_norm: 1.5978 2021-01-20 04:50:46,214 - mmaction - INFO - Epoch [37][1520/2147] lr: 1.904e-01, eta: 9 days, 3:23:17, time: 1.502, data_time: 0.009, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5652, loss_cls: 3.2353, loss: 3.2353, grad_norm: 1.6186 2021-01-20 04:51:19,148 - mmaction - INFO - Epoch [37][1540/2147] lr: 1.904e-01, eta: 9 days, 3:22:41, time: 1.650, data_time: 0.008, memory: 16628, top1_acc: 0.2924, top5_acc: 0.5536, loss_cls: 3.2393, loss: 3.2393, grad_norm: 1.6161 2021-01-20 04:51:56,122 - mmaction - INFO - Epoch [37][1560/2147] lr: 1.904e-01, eta: 9 days, 3:22:26, time: 1.841, data_time: 0.010, memory: 16628, top1_acc: 0.3004, top5_acc: 0.5585, loss_cls: 3.2183, loss: 3.2183, grad_norm: 1.6275 2021-01-20 04:52:24,798 - mmaction - INFO - Epoch [37][1580/2147] lr: 1.904e-01, eta: 9 days, 3:21:25, time: 1.440, data_time: 0.015, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5540, loss_cls: 3.2016, loss: 3.2016, grad_norm: 1.6158 2021-01-20 04:52:57,129 - mmaction - INFO - Epoch [37][1600/2147] lr: 1.904e-01, eta: 9 days, 3:20:43, time: 1.610, data_time: 0.010, memory: 16628, top1_acc: 0.3063, top5_acc: 0.5558, loss_cls: 3.2222, loss: 3.2222, grad_norm: 1.6623 2021-01-20 04:53:26,215 - mmaction - INFO - Epoch [37][1620/2147] lr: 1.904e-01, eta: 9 days, 3:19:44, time: 1.461, data_time: 0.021, memory: 16628, top1_acc: 0.2951, top5_acc: 0.5549, loss_cls: 3.2818, loss: 3.2818, grad_norm: 1.6920 2021-01-20 04:53:55,347 - mmaction - INFO - Epoch [37][1640/2147] lr: 1.904e-01, eta: 9 days, 3:18:44, time: 1.456, data_time: 0.005, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5732, loss_cls: 3.1858, loss: 3.1858, grad_norm: 1.6504 2021-01-20 04:54:27,062 - mmaction - INFO - Epoch [37][1660/2147] lr: 1.904e-01, eta: 9 days, 3:17:59, time: 1.586, data_time: 0.013, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5598, loss_cls: 3.1692, loss: 3.1692, grad_norm: 1.6607 2021-01-20 04:54:58,091 - mmaction - INFO - Epoch [37][1680/2147] lr: 1.904e-01, eta: 9 days, 3:17:11, time: 1.554, data_time: 0.010, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5670, loss_cls: 3.2003, loss: 3.2003, grad_norm: 1.6664 2021-01-20 04:55:28,776 - mmaction - INFO - Epoch [37][1700/2147] lr: 1.904e-01, eta: 9 days, 3:16:19, time: 1.526, data_time: 0.004, memory: 16628, top1_acc: 0.2893, top5_acc: 0.5504, loss_cls: 3.3068, loss: 3.3068, grad_norm: 1.6714 2021-01-20 04:55:57,976 - mmaction - INFO - Epoch [37][1720/2147] lr: 1.904e-01, eta: 9 days, 3:15:20, time: 1.458, data_time: 0.014, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5598, loss_cls: 3.2360, loss: 3.2360, grad_norm: 1.6957 2021-01-20 04:56:29,370 - mmaction - INFO - Epoch [37][1740/2147] lr: 1.904e-01, eta: 9 days, 3:14:34, time: 1.572, data_time: 0.013, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5509, loss_cls: 3.1877, loss: 3.1877, grad_norm: 1.6618 2021-01-20 04:57:06,187 - mmaction - INFO - Epoch [37][1760/2147] lr: 1.904e-01, eta: 9 days, 3:14:20, time: 1.845, data_time: 0.011, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5496, loss_cls: 3.2213, loss: 3.2213, grad_norm: 1.5822 2021-01-20 04:57:36,286 - mmaction - INFO - Epoch [37][1780/2147] lr: 1.904e-01, eta: 9 days, 3:13:26, time: 1.506, data_time: 0.007, memory: 16628, top1_acc: 0.2866, top5_acc: 0.5433, loss_cls: 3.3118, loss: 3.3118, grad_norm: 1.6421 2021-01-20 04:58:07,108 - mmaction - INFO - Epoch [37][1800/2147] lr: 1.904e-01, eta: 9 days, 3:12:37, time: 1.542, data_time: 0.009, memory: 16628, top1_acc: 0.2929, top5_acc: 0.5522, loss_cls: 3.2358, loss: 3.2358, grad_norm: 1.6500 2021-01-20 04:58:39,489 - mmaction - INFO - Epoch [37][1820/2147] lr: 1.904e-01, eta: 9 days, 3:11:56, time: 1.618, data_time: 0.002, memory: 16628, top1_acc: 0.2982, top5_acc: 0.5433, loss_cls: 3.2267, loss: 3.2267, grad_norm: 1.6533 2021-01-20 04:59:09,308 - mmaction - INFO - Epoch [37][1840/2147] lr: 1.904e-01, eta: 9 days, 3:11:01, time: 1.492, data_time: 0.009, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5638, loss_cls: 3.1850, loss: 3.1850, grad_norm: 1.5962 2021-01-20 04:59:42,754 - mmaction - INFO - Epoch [37][1860/2147] lr: 1.904e-01, eta: 9 days, 3:10:26, time: 1.665, data_time: 0.004, memory: 16628, top1_acc: 0.2920, top5_acc: 0.5576, loss_cls: 3.2379, loss: 3.2379, grad_norm: 1.6518 2021-01-20 05:00:16,327 - mmaction - INFO - Epoch [37][1880/2147] lr: 1.904e-01, eta: 9 days, 3:09:53, time: 1.680, data_time: 0.075, memory: 16628, top1_acc: 0.2888, top5_acc: 0.5397, loss_cls: 3.2883, loss: 3.2883, grad_norm: 1.6360 2021-01-20 05:00:47,207 - mmaction - INFO - Epoch [37][1900/2147] lr: 1.904e-01, eta: 9 days, 3:09:04, time: 1.550, data_time: 0.008, memory: 16628, top1_acc: 0.2969, top5_acc: 0.5509, loss_cls: 3.2658, loss: 3.2658, grad_norm: 1.6141 2021-01-20 05:01:19,419 - mmaction - INFO - Epoch [37][1920/2147] lr: 1.904e-01, eta: 9 days, 3:08:22, time: 1.605, data_time: 0.003, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5580, loss_cls: 3.2450, loss: 3.2450, grad_norm: 1.6175 2021-01-20 05:01:56,180 - mmaction - INFO - Epoch [37][1940/2147] lr: 1.904e-01, eta: 9 days, 3:08:07, time: 1.836, data_time: 0.007, memory: 16628, top1_acc: 0.2951, top5_acc: 0.5482, loss_cls: 3.2309, loss: 3.2309, grad_norm: 1.6485 2021-01-20 05:02:25,328 - mmaction - INFO - Epoch [37][1960/2147] lr: 1.904e-01, eta: 9 days, 3:07:08, time: 1.463, data_time: 0.015, memory: 16628, top1_acc: 0.2879, top5_acc: 0.5504, loss_cls: 3.2232, loss: 3.2232, grad_norm: 1.6485 2021-01-20 05:02:57,162 - mmaction - INFO - Epoch [37][1980/2147] lr: 1.904e-01, eta: 9 days, 3:06:25, time: 1.592, data_time: 0.004, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5638, loss_cls: 3.1881, loss: 3.1881, grad_norm: 1.6103 2021-01-20 05:03:34,775 - mmaction - INFO - Epoch [37][2000/2147] lr: 1.904e-01, eta: 9 days, 3:06:15, time: 1.877, data_time: 0.012, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5487, loss_cls: 3.2586, loss: 3.2586, grad_norm: 1.6119 2021-01-20 05:04:09,929 - mmaction - INFO - Epoch [37][2020/2147] lr: 1.904e-01, eta: 9 days, 3:05:51, time: 1.759, data_time: 0.014, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5571, loss_cls: 3.2026, loss: 3.2026, grad_norm: 1.6357 2021-01-20 05:04:38,683 - mmaction - INFO - Epoch [37][2040/2147] lr: 1.904e-01, eta: 9 days, 3:04:49, time: 1.440, data_time: 0.007, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5728, loss_cls: 3.1605, loss: 3.1605, grad_norm: 1.6171 2021-01-20 05:05:07,663 - mmaction - INFO - Epoch [37][2060/2147] lr: 1.904e-01, eta: 9 days, 3:03:49, time: 1.449, data_time: 0.004, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5629, loss_cls: 3.2038, loss: 3.2038, grad_norm: 1.6492 2021-01-20 05:05:36,771 - mmaction - INFO - Epoch [37][2080/2147] lr: 1.904e-01, eta: 9 days, 3:02:49, time: 1.455, data_time: 0.010, memory: 16628, top1_acc: 0.2955, top5_acc: 0.5687, loss_cls: 3.2319, loss: 3.2319, grad_norm: 1.6128 2021-01-20 05:06:06,607 - mmaction - INFO - Epoch [37][2100/2147] lr: 1.904e-01, eta: 9 days, 3:01:53, time: 1.489, data_time: 0.008, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5451, loss_cls: 3.2019, loss: 3.2019, grad_norm: 1.6334 2021-01-20 05:06:42,118 - mmaction - INFO - Epoch [37][2120/2147] lr: 1.904e-01, eta: 9 days, 3:01:25, time: 1.722, data_time: 0.007, memory: 16628, top1_acc: 0.2817, top5_acc: 0.5272, loss_cls: 3.3711, loss: 3.3711, grad_norm: 1.5919 2021-01-20 05:07:14,180 - mmaction - INFO - Epoch [37][2140/2147] lr: 1.904e-01, eta: 9 days, 3:00:49, time: 1.658, data_time: 0.063, memory: 16628, top1_acc: 0.3062, top5_acc: 0.5594, loss_cls: 3.1794, loss: 3.1794, grad_norm: 1.6321 2021-01-20 05:12:50,034 - mmaction - INFO - Epoch [38][20/2147] lr: 1.899e-01, eta: 9 days, 3:26:19, time: 15.572, data_time: 13.959, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5674, loss_cls: 3.1977, loss: 3.1977, grad_norm: 1.6824 2021-01-20 05:13:19,241 - mmaction - INFO - Epoch [38][40/2147] lr: 1.899e-01, eta: 9 days, 3:25:19, time: 1.458, data_time: 0.004, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5795, loss_cls: 3.0846, loss: 3.0846, grad_norm: 1.6619 2021-01-20 05:13:51,374 - mmaction - INFO - Epoch [38][60/2147] lr: 1.899e-01, eta: 9 days, 3:24:36, time: 1.605, data_time: 0.006, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5549, loss_cls: 3.2361, loss: 3.2361, grad_norm: 1.6640 2021-01-20 05:14:21,916 - mmaction - INFO - Epoch [38][80/2147] lr: 1.899e-01, eta: 9 days, 3:23:45, time: 1.531, data_time: 0.009, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5478, loss_cls: 3.2171, loss: 3.2171, grad_norm: 1.6459 2021-01-20 05:14:53,388 - mmaction - INFO - Epoch [38][100/2147] lr: 1.899e-01, eta: 9 days, 3:22:59, time: 1.569, data_time: 0.004, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5634, loss_cls: 3.1791, loss: 3.1791, grad_norm: 1.6700 2021-01-20 05:15:24,276 - mmaction - INFO - Epoch [38][120/2147] lr: 1.899e-01, eta: 9 days, 3:22:09, time: 1.547, data_time: 0.007, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5536, loss_cls: 3.2334, loss: 3.2334, grad_norm: 1.6447 2021-01-20 05:15:55,045 - mmaction - INFO - Epoch [38][140/2147] lr: 1.899e-01, eta: 9 days, 3:21:19, time: 1.539, data_time: 0.003, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5585, loss_cls: 3.1784, loss: 3.1784, grad_norm: 1.6242 2021-01-20 05:16:28,965 - mmaction - INFO - Epoch [38][160/2147] lr: 1.899e-01, eta: 9 days, 3:20:47, time: 1.693, data_time: 0.004, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5768, loss_cls: 3.1470, loss: 3.1470, grad_norm: 1.6562 2021-01-20 05:16:59,730 - mmaction - INFO - Epoch [38][180/2147] lr: 1.899e-01, eta: 9 days, 3:19:57, time: 1.541, data_time: 0.007, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5589, loss_cls: 3.2213, loss: 3.2213, grad_norm: 1.6445 2021-01-20 05:17:29,523 - mmaction - INFO - Epoch [38][200/2147] lr: 1.899e-01, eta: 9 days, 3:19:01, time: 1.489, data_time: 0.003, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5571, loss_cls: 3.1724, loss: 3.1724, grad_norm: 1.6239 2021-01-20 05:18:00,191 - mmaction - INFO - Epoch [38][220/2147] lr: 1.899e-01, eta: 9 days, 3:18:10, time: 1.533, data_time: 0.004, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5518, loss_cls: 3.1946, loss: 3.1946, grad_norm: 1.6664 2021-01-20 05:18:30,074 - mmaction - INFO - Epoch [38][240/2147] lr: 1.899e-01, eta: 9 days, 3:17:15, time: 1.496, data_time: 0.004, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5647, loss_cls: 3.1601, loss: 3.1601, grad_norm: 1.6740 2021-01-20 05:18:59,061 - mmaction - INFO - Epoch [38][260/2147] lr: 1.899e-01, eta: 9 days, 3:16:14, time: 1.449, data_time: 0.003, memory: 16628, top1_acc: 0.2790, top5_acc: 0.5415, loss_cls: 3.3143, loss: 3.3143, grad_norm: 1.6686 2021-01-20 05:19:28,122 - mmaction - INFO - Epoch [38][280/2147] lr: 1.899e-01, eta: 9 days, 3:15:13, time: 1.451, data_time: 0.003, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5777, loss_cls: 3.1366, loss: 3.1366, grad_norm: 1.6379 2021-01-20 05:19:58,186 - mmaction - INFO - Epoch [38][300/2147] lr: 1.899e-01, eta: 9 days, 3:14:19, time: 1.503, data_time: 0.009, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5714, loss_cls: 3.1520, loss: 3.1520, grad_norm: 1.7022 2021-01-20 05:20:28,880 - mmaction - INFO - Epoch [38][320/2147] lr: 1.899e-01, eta: 9 days, 3:13:28, time: 1.536, data_time: 0.006, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5656, loss_cls: 3.1956, loss: 3.1956, grad_norm: 1.6426 2021-01-20 05:20:57,912 - mmaction - INFO - Epoch [38][340/2147] lr: 1.899e-01, eta: 9 days, 3:12:28, time: 1.452, data_time: 0.005, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5554, loss_cls: 3.2350, loss: 3.2350, grad_norm: 1.6350 2021-01-20 05:21:27,623 - mmaction - INFO - Epoch [38][360/2147] lr: 1.899e-01, eta: 9 days, 3:11:31, time: 1.486, data_time: 0.005, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5781, loss_cls: 3.0854, loss: 3.0854, grad_norm: 1.6291 2021-01-20 05:21:56,699 - mmaction - INFO - Epoch [38][380/2147] lr: 1.899e-01, eta: 9 days, 3:10:31, time: 1.455, data_time: 0.004, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5589, loss_cls: 3.1816, loss: 3.1816, grad_norm: 1.6306 2021-01-20 05:22:28,750 - mmaction - INFO - Epoch [38][400/2147] lr: 1.899e-01, eta: 9 days, 3:09:48, time: 1.596, data_time: 0.002, memory: 16628, top1_acc: 0.2862, top5_acc: 0.5482, loss_cls: 3.2789, loss: 3.2789, grad_norm: 1.6786 2021-01-20 05:23:03,773 - mmaction - INFO - Epoch [38][420/2147] lr: 1.899e-01, eta: 9 days, 3:09:24, time: 1.758, data_time: 0.014, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5549, loss_cls: 3.2025, loss: 3.2025, grad_norm: 1.6318 2021-01-20 05:23:34,323 - mmaction - INFO - Epoch [38][440/2147] lr: 1.899e-01, eta: 9 days, 3:08:31, time: 1.520, data_time: 0.003, memory: 16628, top1_acc: 0.2964, top5_acc: 0.5482, loss_cls: 3.2478, loss: 3.2478, grad_norm: 1.6134 2021-01-20 05:24:04,263 - mmaction - INFO - Epoch [38][460/2147] lr: 1.899e-01, eta: 9 days, 3:07:37, time: 1.503, data_time: 0.008, memory: 16628, top1_acc: 0.3062, top5_acc: 0.5554, loss_cls: 3.1961, loss: 3.1961, grad_norm: 1.5995 2021-01-20 05:24:33,243 - mmaction - INFO - Epoch [38][480/2147] lr: 1.899e-01, eta: 9 days, 3:06:36, time: 1.450, data_time: 0.008, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5674, loss_cls: 3.1673, loss: 3.1673, grad_norm: 1.6349 2021-01-20 05:25:05,963 - mmaction - INFO - Epoch [38][500/2147] lr: 1.899e-01, eta: 9 days, 3:05:58, time: 1.634, data_time: 0.004, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5585, loss_cls: 3.1631, loss: 3.1631, grad_norm: 1.6123 2021-01-20 05:25:36,760 - mmaction - INFO - Epoch [38][520/2147] lr: 1.899e-01, eta: 9 days, 3:05:07, time: 1.539, data_time: 0.003, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5781, loss_cls: 3.1640, loss: 3.1640, grad_norm: 1.6355 2021-01-20 05:26:08,107 - mmaction - INFO - Epoch [38][540/2147] lr: 1.899e-01, eta: 9 days, 3:04:20, time: 1.565, data_time: 0.005, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5527, loss_cls: 3.1792, loss: 3.1792, grad_norm: 1.6509 2021-01-20 05:26:40,910 - mmaction - INFO - Epoch [38][560/2147] lr: 1.899e-01, eta: 9 days, 3:03:42, time: 1.641, data_time: 0.008, memory: 16628, top1_acc: 0.2920, top5_acc: 0.5603, loss_cls: 3.2257, loss: 3.2257, grad_norm: 1.6582 2021-01-20 05:27:11,278 - mmaction - INFO - Epoch [38][580/2147] lr: 1.899e-01, eta: 9 days, 3:02:50, time: 1.520, data_time: 0.009, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5531, loss_cls: 3.2477, loss: 3.2477, grad_norm: 1.5996 2021-01-20 05:27:42,259 - mmaction - INFO - Epoch [38][600/2147] lr: 1.899e-01, eta: 9 days, 3:02:01, time: 1.551, data_time: 0.006, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5433, loss_cls: 3.2608, loss: 3.2608, grad_norm: 1.6678 2021-01-20 05:28:12,967 - mmaction - INFO - Epoch [38][620/2147] lr: 1.899e-01, eta: 9 days, 3:01:11, time: 1.536, data_time: 0.003, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5679, loss_cls: 3.1886, loss: 3.1886, grad_norm: 1.6568 2021-01-20 05:28:41,913 - mmaction - INFO - Epoch [38][640/2147] lr: 1.899e-01, eta: 9 days, 3:00:10, time: 1.447, data_time: 0.004, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5478, loss_cls: 3.2511, loss: 3.2511, grad_norm: 1.6510 2021-01-20 05:29:12,374 - mmaction - INFO - Epoch [38][660/2147] lr: 1.899e-01, eta: 9 days, 2:59:18, time: 1.523, data_time: 0.004, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5576, loss_cls: 3.2004, loss: 3.2004, grad_norm: 1.6686 2021-01-20 05:29:42,897 - mmaction - INFO - Epoch [38][680/2147] lr: 1.899e-01, eta: 9 days, 2:58:26, time: 1.520, data_time: 0.008, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5563, loss_cls: 3.1918, loss: 3.1918, grad_norm: 1.6401 2021-01-20 05:30:12,682 - mmaction - INFO - Epoch [38][700/2147] lr: 1.899e-01, eta: 9 days, 2:57:31, time: 1.493, data_time: 0.010, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5446, loss_cls: 3.2766, loss: 3.2766, grad_norm: 1.6588 2021-01-20 05:30:41,981 - mmaction - INFO - Epoch [38][720/2147] lr: 1.899e-01, eta: 9 days, 2:56:32, time: 1.467, data_time: 0.006, memory: 16628, top1_acc: 0.2924, top5_acc: 0.5522, loss_cls: 3.2227, loss: 3.2227, grad_norm: 1.6675 2021-01-20 05:31:11,716 - mmaction - INFO - Epoch [38][740/2147] lr: 1.899e-01, eta: 9 days, 2:55:36, time: 1.487, data_time: 0.008, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5451, loss_cls: 3.2415, loss: 3.2415, grad_norm: 1.6147 2021-01-20 05:31:47,598 - mmaction - INFO - Epoch [38][760/2147] lr: 1.899e-01, eta: 9 days, 2:55:16, time: 1.788, data_time: 0.005, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5562, loss_cls: 3.2616, loss: 3.2616, grad_norm: 1.6703 2021-01-20 05:32:16,366 - mmaction - INFO - Epoch [38][780/2147] lr: 1.899e-01, eta: 9 days, 2:54:14, time: 1.442, data_time: 0.016, memory: 16628, top1_acc: 0.3018, top5_acc: 0.5536, loss_cls: 3.2514, loss: 3.2514, grad_norm: 1.6424 2021-01-20 05:32:45,047 - mmaction - INFO - Epoch [38][800/2147] lr: 1.899e-01, eta: 9 days, 2:53:12, time: 1.436, data_time: 0.005, memory: 16628, top1_acc: 0.2946, top5_acc: 0.5612, loss_cls: 3.2154, loss: 3.2154, grad_norm: 1.6827 2021-01-20 05:33:15,090 - mmaction - INFO - Epoch [38][820/2147] lr: 1.899e-01, eta: 9 days, 2:52:18, time: 1.498, data_time: 0.002, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5732, loss_cls: 3.1503, loss: 3.1503, grad_norm: 1.6284 2021-01-20 05:33:50,111 - mmaction - INFO - Epoch [38][840/2147] lr: 1.899e-01, eta: 9 days, 2:51:53, time: 1.754, data_time: 0.057, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5603, loss_cls: 3.2297, loss: 3.2297, grad_norm: 1.6670 2021-01-20 05:34:19,496 - mmaction - INFO - Epoch [38][860/2147] lr: 1.899e-01, eta: 9 days, 2:50:55, time: 1.469, data_time: 0.004, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5629, loss_cls: 3.1656, loss: 3.1656, grad_norm: 1.6332 2021-01-20 05:34:53,678 - mmaction - INFO - Epoch [38][880/2147] lr: 1.899e-01, eta: 9 days, 2:50:25, time: 1.709, data_time: 0.005, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5621, loss_cls: 3.2301, loss: 3.2301, grad_norm: 1.6728 2021-01-20 05:35:26,627 - mmaction - INFO - Epoch [38][900/2147] lr: 1.899e-01, eta: 9 days, 2:49:47, time: 1.644, data_time: 0.003, memory: 16628, top1_acc: 0.2960, top5_acc: 0.5455, loss_cls: 3.2456, loss: 3.2456, grad_norm: 1.5851 2021-01-20 05:35:56,948 - mmaction - INFO - Epoch [38][920/2147] lr: 1.899e-01, eta: 9 days, 2:48:55, time: 1.520, data_time: 0.007, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5545, loss_cls: 3.1997, loss: 3.1997, grad_norm: 1.6123 2021-01-20 05:36:26,797 - mmaction - INFO - Epoch [38][940/2147] lr: 1.899e-01, eta: 9 days, 2:48:00, time: 1.492, data_time: 0.002, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5612, loss_cls: 3.1713, loss: 3.1713, grad_norm: 1.6333 2021-01-20 05:37:07,324 - mmaction - INFO - Epoch [38][960/2147] lr: 1.899e-01, eta: 9 days, 2:48:06, time: 2.021, data_time: 0.009, memory: 16628, top1_acc: 0.2969, top5_acc: 0.5473, loss_cls: 3.2758, loss: 3.2758, grad_norm: 1.6730 2021-01-20 05:37:36,191 - mmaction - INFO - Epoch [38][980/2147] lr: 1.899e-01, eta: 9 days, 2:47:06, time: 1.448, data_time: 0.014, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5540, loss_cls: 3.2205, loss: 3.2205, grad_norm: 1.6235 2021-01-20 05:38:05,653 - mmaction - INFO - Epoch [38][1000/2147] lr: 1.899e-01, eta: 9 days, 2:46:08, time: 1.474, data_time: 0.005, memory: 16628, top1_acc: 0.3018, top5_acc: 0.5545, loss_cls: 3.1801, loss: 3.1801, grad_norm: 1.5887 2021-01-20 05:38:36,018 - mmaction - INFO - Epoch [38][1020/2147] lr: 1.899e-01, eta: 9 days, 2:45:16, time: 1.519, data_time: 0.005, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5656, loss_cls: 3.1542, loss: 3.1542, grad_norm: 1.6307 2021-01-20 05:39:04,839 - mmaction - INFO - Epoch [38][1040/2147] lr: 1.899e-01, eta: 9 days, 2:44:15, time: 1.440, data_time: 0.002, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5549, loss_cls: 3.2330, loss: 3.2330, grad_norm: 1.6417 2021-01-20 05:39:40,127 - mmaction - INFO - Epoch [38][1060/2147] lr: 1.899e-01, eta: 9 days, 2:43:50, time: 1.757, data_time: 0.004, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5531, loss_cls: 3.1722, loss: 3.1722, grad_norm: 1.5916 2021-01-20 05:40:14,638 - mmaction - INFO - Epoch [38][1080/2147] lr: 1.899e-01, eta: 9 days, 2:43:23, time: 1.732, data_time: 0.012, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5634, loss_cls: 3.1908, loss: 3.1908, grad_norm: 1.6419 2021-01-20 05:40:46,039 - mmaction - INFO - Epoch [38][1100/2147] lr: 1.899e-01, eta: 9 days, 2:42:36, time: 1.562, data_time: 0.005, memory: 16628, top1_acc: 0.2951, top5_acc: 0.5464, loss_cls: 3.2567, loss: 3.2567, grad_norm: 1.6606 2021-01-20 05:41:14,855 - mmaction - INFO - Epoch [38][1120/2147] lr: 1.899e-01, eta: 9 days, 2:41:36, time: 1.451, data_time: 0.013, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5625, loss_cls: 3.1697, loss: 3.1697, grad_norm: 1.6084 2021-01-20 05:41:52,503 - mmaction - INFO - Epoch [38][1140/2147] lr: 1.899e-01, eta: 9 days, 2:41:25, time: 1.874, data_time: 0.002, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5487, loss_cls: 3.2382, loss: 3.2382, grad_norm: 1.6686 2021-01-20 05:42:21,429 - mmaction - INFO - Epoch [38][1160/2147] lr: 1.899e-01, eta: 9 days, 2:40:25, time: 1.455, data_time: 0.015, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5536, loss_cls: 3.2673, loss: 3.2673, grad_norm: 1.6353 2021-01-20 05:42:55,084 - mmaction - INFO - Epoch [38][1180/2147] lr: 1.899e-01, eta: 9 days, 2:39:52, time: 1.681, data_time: 0.003, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5603, loss_cls: 3.2026, loss: 3.2026, grad_norm: 1.6194 2021-01-20 05:43:23,943 - mmaction - INFO - Epoch [38][1200/2147] lr: 1.899e-01, eta: 9 days, 2:38:51, time: 1.444, data_time: 0.004, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5531, loss_cls: 3.2385, loss: 3.2385, grad_norm: 1.6179 2021-01-20 05:43:53,155 - mmaction - INFO - Epoch [38][1220/2147] lr: 1.899e-01, eta: 9 days, 2:37:52, time: 1.458, data_time: 0.001, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5603, loss_cls: 3.1790, loss: 3.1790, grad_norm: 1.6311 2021-01-20 05:44:21,957 - mmaction - INFO - Epoch [38][1240/2147] lr: 1.899e-01, eta: 9 days, 2:36:51, time: 1.442, data_time: 0.008, memory: 16628, top1_acc: 0.3018, top5_acc: 0.5598, loss_cls: 3.2058, loss: 3.2058, grad_norm: 1.6677 2021-01-20 05:44:51,032 - mmaction - INFO - Epoch [38][1260/2147] lr: 1.899e-01, eta: 9 days, 2:35:51, time: 1.452, data_time: 0.004, memory: 16628, top1_acc: 0.2960, top5_acc: 0.5549, loss_cls: 3.2335, loss: 3.2335, grad_norm: 1.6693 2021-01-20 05:45:23,837 - mmaction - INFO - Epoch [38][1280/2147] lr: 1.899e-01, eta: 9 days, 2:35:13, time: 1.642, data_time: 0.004, memory: 16628, top1_acc: 0.2942, top5_acc: 0.5589, loss_cls: 3.2747, loss: 3.2747, grad_norm: 1.6179 2021-01-20 05:45:52,816 - mmaction - INFO - Epoch [38][1300/2147] lr: 1.899e-01, eta: 9 days, 2:34:13, time: 1.444, data_time: 0.002, memory: 16628, top1_acc: 0.2929, top5_acc: 0.5491, loss_cls: 3.2760, loss: 3.2760, grad_norm: 1.6150 2021-01-20 05:46:22,432 - mmaction - INFO - Epoch [38][1320/2147] lr: 1.899e-01, eta: 9 days, 2:33:16, time: 1.478, data_time: 0.010, memory: 16628, top1_acc: 0.2951, top5_acc: 0.5500, loss_cls: 3.2444, loss: 3.2444, grad_norm: 1.6263 2021-01-20 05:46:56,709 - mmaction - INFO - Epoch [38][1340/2147] lr: 1.899e-01, eta: 9 days, 2:32:47, time: 1.715, data_time: 0.013, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5598, loss_cls: 3.2059, loss: 3.2059, grad_norm: 1.6263 2021-01-20 05:47:27,844 - mmaction - INFO - Epoch [38][1360/2147] lr: 1.899e-01, eta: 9 days, 2:31:59, time: 1.560, data_time: 0.013, memory: 16628, top1_acc: 0.2839, top5_acc: 0.5482, loss_cls: 3.2567, loss: 3.2567, grad_norm: 1.6335 2021-01-20 05:47:58,432 - mmaction - INFO - Epoch [38][1380/2147] lr: 1.899e-01, eta: 9 days, 2:31:09, time: 1.531, data_time: 0.009, memory: 16628, top1_acc: 0.3004, top5_acc: 0.5567, loss_cls: 3.2235, loss: 3.2235, grad_norm: 1.6196 2021-01-20 05:48:29,260 - mmaction - INFO - Epoch [38][1400/2147] lr: 1.899e-01, eta: 9 days, 2:30:19, time: 1.542, data_time: 0.005, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5701, loss_cls: 3.1851, loss: 3.1851, grad_norm: 1.6647 2021-01-20 05:48:59,091 - mmaction - INFO - Epoch [38][1420/2147] lr: 1.899e-01, eta: 9 days, 2:29:24, time: 1.491, data_time: 0.003, memory: 16628, top1_acc: 0.2893, top5_acc: 0.5647, loss_cls: 3.2256, loss: 3.2256, grad_norm: 1.6448 2021-01-20 05:49:28,222 - mmaction - INFO - Epoch [38][1440/2147] lr: 1.899e-01, eta: 9 days, 2:28:25, time: 1.459, data_time: 0.004, memory: 16628, top1_acc: 0.2848, top5_acc: 0.5375, loss_cls: 3.3349, loss: 3.3349, grad_norm: 1.6602 2021-01-20 05:50:03,571 - mmaction - INFO - Epoch [38][1460/2147] lr: 1.899e-01, eta: 9 days, 2:28:02, time: 1.764, data_time: 0.003, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5607, loss_cls: 3.2187, loss: 3.2187, grad_norm: 1.6152 2021-01-20 05:50:32,359 - mmaction - INFO - Epoch [38][1480/2147] lr: 1.899e-01, eta: 9 days, 2:27:00, time: 1.440, data_time: 0.017, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5580, loss_cls: 3.1985, loss: 3.1985, grad_norm: 1.6999 2021-01-20 05:51:08,735 - mmaction - INFO - Epoch [38][1500/2147] lr: 1.899e-01, eta: 9 days, 2:26:43, time: 1.815, data_time: 0.008, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5759, loss_cls: 3.1791, loss: 3.1791, grad_norm: 1.6390 2021-01-20 05:51:37,406 - mmaction - INFO - Epoch [38][1520/2147] lr: 1.899e-01, eta: 9 days, 2:25:42, time: 1.440, data_time: 0.010, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5563, loss_cls: 3.2023, loss: 3.2023, grad_norm: 1.6748 2021-01-20 05:52:07,137 - mmaction - INFO - Epoch [38][1540/2147] lr: 1.899e-01, eta: 9 days, 2:24:45, time: 1.481, data_time: 0.002, memory: 16628, top1_acc: 0.2982, top5_acc: 0.5540, loss_cls: 3.2331, loss: 3.2331, grad_norm: 1.6705 2021-01-20 05:52:36,912 - mmaction - INFO - Epoch [38][1560/2147] lr: 1.899e-01, eta: 9 days, 2:23:51, time: 1.494, data_time: 0.009, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5504, loss_cls: 3.2288, loss: 3.2288, grad_norm: 1.6873 2021-01-20 05:53:11,421 - mmaction - INFO - Epoch [38][1580/2147] lr: 1.899e-01, eta: 9 days, 2:23:22, time: 1.717, data_time: 0.001, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5674, loss_cls: 3.2078, loss: 3.2078, grad_norm: 1.6198 2021-01-20 05:53:41,597 - mmaction - INFO - Epoch [38][1600/2147] lr: 1.899e-01, eta: 9 days, 2:22:29, time: 1.514, data_time: 0.013, memory: 16628, top1_acc: 0.2942, top5_acc: 0.5469, loss_cls: 3.2847, loss: 3.2847, grad_norm: 1.6269 2021-01-20 05:54:11,391 - mmaction - INFO - Epoch [38][1620/2147] lr: 1.899e-01, eta: 9 days, 2:21:34, time: 1.489, data_time: 0.005, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5616, loss_cls: 3.2092, loss: 3.2092, grad_norm: 1.6449 2021-01-20 05:54:47,517 - mmaction - INFO - Epoch [38][1640/2147] lr: 1.899e-01, eta: 9 days, 2:21:15, time: 1.805, data_time: 0.007, memory: 16628, top1_acc: 0.2817, top5_acc: 0.5272, loss_cls: 3.3205, loss: 3.3205, grad_norm: 1.5993 2021-01-20 05:55:18,488 - mmaction - INFO - Epoch [38][1660/2147] lr: 1.899e-01, eta: 9 days, 2:20:24, time: 1.525, data_time: 0.012, memory: 16628, top1_acc: 0.2982, top5_acc: 0.5482, loss_cls: 3.2424, loss: 3.2424, grad_norm: 1.6094 2021-01-20 05:55:49,200 - mmaction - INFO - Epoch [38][1680/2147] lr: 1.899e-01, eta: 9 days, 2:19:37, time: 1.560, data_time: 0.031, memory: 16628, top1_acc: 0.2955, top5_acc: 0.5433, loss_cls: 3.2726, loss: 3.2726, grad_norm: 1.6283 2021-01-20 05:56:21,195 - mmaction - INFO - Epoch [38][1700/2147] lr: 1.899e-01, eta: 9 days, 2:18:54, time: 1.604, data_time: 0.008, memory: 16628, top1_acc: 0.2946, top5_acc: 0.5536, loss_cls: 3.2369, loss: 3.2369, grad_norm: 1.6368 2021-01-20 05:56:58,662 - mmaction - INFO - Epoch [38][1720/2147] lr: 1.899e-01, eta: 9 days, 2:18:43, time: 1.871, data_time: 0.003, memory: 16628, top1_acc: 0.2929, top5_acc: 0.5362, loss_cls: 3.2923, loss: 3.2923, grad_norm: 1.7101 2021-01-20 05:57:27,936 - mmaction - INFO - Epoch [38][1740/2147] lr: 1.899e-01, eta: 9 days, 2:17:45, time: 1.467, data_time: 0.008, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5603, loss_cls: 3.2555, loss: 3.2555, grad_norm: 1.6284 2021-01-20 05:57:59,367 - mmaction - INFO - Epoch [38][1760/2147] lr: 1.899e-01, eta: 9 days, 2:16:59, time: 1.563, data_time: 0.002, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5567, loss_cls: 3.2196, loss: 3.2196, grad_norm: 1.6303 2021-01-20 05:58:30,087 - mmaction - INFO - Epoch [38][1780/2147] lr: 1.899e-01, eta: 9 days, 2:16:09, time: 1.541, data_time: 0.011, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5536, loss_cls: 3.1864, loss: 3.1864, grad_norm: 1.6290 2021-01-20 05:58:59,928 - mmaction - INFO - Epoch [38][1800/2147] lr: 1.899e-01, eta: 9 days, 2:15:14, time: 1.491, data_time: 0.004, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5670, loss_cls: 3.1932, loss: 3.1932, grad_norm: 1.6890 2021-01-20 05:59:32,324 - mmaction - INFO - Epoch [38][1820/2147] lr: 1.899e-01, eta: 9 days, 2:14:34, time: 1.620, data_time: 0.017, memory: 16628, top1_acc: 0.3004, top5_acc: 0.5549, loss_cls: 3.2376, loss: 3.2376, grad_norm: 1.6539 2021-01-20 06:00:02,003 - mmaction - INFO - Epoch [38][1840/2147] lr: 1.899e-01, eta: 9 days, 2:13:38, time: 1.484, data_time: 0.008, memory: 16628, top1_acc: 0.2920, top5_acc: 0.5558, loss_cls: 3.2220, loss: 3.2220, grad_norm: 1.6267 2021-01-20 06:00:31,081 - mmaction - INFO - Epoch [38][1860/2147] lr: 1.899e-01, eta: 9 days, 2:12:39, time: 1.454, data_time: 0.005, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5464, loss_cls: 3.2820, loss: 3.2820, grad_norm: 1.6061 2021-01-20 06:00:59,974 - mmaction - INFO - Epoch [38][1880/2147] lr: 1.899e-01, eta: 9 days, 2:11:39, time: 1.447, data_time: 0.004, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5786, loss_cls: 3.1462, loss: 3.1462, grad_norm: 1.6504 2021-01-20 06:01:30,240 - mmaction - INFO - Epoch [38][1900/2147] lr: 1.899e-01, eta: 9 days, 2:10:46, time: 1.507, data_time: 0.003, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5549, loss_cls: 3.2212, loss: 3.2212, grad_norm: 1.6646 2021-01-20 06:02:02,294 - mmaction - INFO - Epoch [38][1920/2147] lr: 1.899e-01, eta: 9 days, 2:10:04, time: 1.607, data_time: 0.008, memory: 16628, top1_acc: 0.2960, top5_acc: 0.5509, loss_cls: 3.2394, loss: 3.2394, grad_norm: 1.6920 2021-01-20 06:02:30,804 - mmaction - INFO - Epoch [38][1940/2147] lr: 1.899e-01, eta: 9 days, 2:09:02, time: 1.424, data_time: 0.004, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5500, loss_cls: 3.2503, loss: 3.2503, grad_norm: 1.6631 2021-01-20 06:03:01,774 - mmaction - INFO - Epoch [38][1960/2147] lr: 1.899e-01, eta: 9 days, 2:08:13, time: 1.549, data_time: 0.005, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5451, loss_cls: 3.2582, loss: 3.2582, grad_norm: 1.5848 2021-01-20 06:03:35,648 - mmaction - INFO - Epoch [38][1980/2147] lr: 1.899e-01, eta: 9 days, 2:07:42, time: 1.693, data_time: 0.005, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5576, loss_cls: 3.2258, loss: 3.2258, grad_norm: 1.6237 2021-01-20 06:04:08,973 - mmaction - INFO - Epoch [38][2000/2147] lr: 1.899e-01, eta: 9 days, 2:07:07, time: 1.668, data_time: 0.007, memory: 16628, top1_acc: 0.3018, top5_acc: 0.5424, loss_cls: 3.2813, loss: 3.2813, grad_norm: 1.6249 2021-01-20 06:04:40,642 - mmaction - INFO - Epoch [38][2020/2147] lr: 1.899e-01, eta: 9 days, 2:06:22, time: 1.578, data_time: 0.009, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5580, loss_cls: 3.1482, loss: 3.1482, grad_norm: 1.5893 2021-01-20 06:05:11,635 - mmaction - INFO - Epoch [38][2040/2147] lr: 1.899e-01, eta: 9 days, 2:05:35, time: 1.556, data_time: 0.012, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5563, loss_cls: 3.1903, loss: 3.1903, grad_norm: 1.6619 2021-01-20 06:05:43,167 - mmaction - INFO - Epoch [38][2060/2147] lr: 1.899e-01, eta: 9 days, 2:04:49, time: 1.574, data_time: 0.004, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5839, loss_cls: 3.1434, loss: 3.1434, grad_norm: 1.6639 2021-01-20 06:06:11,757 - mmaction - INFO - Epoch [38][2080/2147] lr: 1.899e-01, eta: 9 days, 2:03:47, time: 1.430, data_time: 0.004, memory: 16628, top1_acc: 0.3063, top5_acc: 0.5402, loss_cls: 3.2489, loss: 3.2489, grad_norm: 1.6068 2021-01-20 06:06:48,315 - mmaction - INFO - Epoch [38][2100/2147] lr: 1.899e-01, eta: 9 days, 2:03:31, time: 1.824, data_time: 0.004, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5750, loss_cls: 3.1609, loss: 3.1609, grad_norm: 1.6311 2021-01-20 06:07:19,151 - mmaction - INFO - Epoch [38][2120/2147] lr: 1.899e-01, eta: 9 days, 2:02:42, time: 1.546, data_time: 0.009, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5464, loss_cls: 3.2527, loss: 3.2527, grad_norm: 1.6789 2021-01-20 06:07:48,038 - mmaction - INFO - Epoch [38][2140/2147] lr: 1.899e-01, eta: 9 days, 2:01:42, time: 1.445, data_time: 0.004, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5549, loss_cls: 3.2261, loss: 3.2261, grad_norm: 1.6548 2021-01-20 06:12:56,708 - mmaction - INFO - Epoch [39][20/2147] lr: 1.893e-01, eta: 9 days, 2:23:42, time: 14.164, data_time: 12.441, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5536, loss_cls: 3.2417, loss: 3.2417, grad_norm: 1.6141 2021-01-20 06:13:27,019 - mmaction - INFO - Epoch [39][40/2147] lr: 1.893e-01, eta: 9 days, 2:22:49, time: 1.511, data_time: 0.006, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5656, loss_cls: 3.1726, loss: 3.1726, grad_norm: 1.6385 2021-01-20 06:13:57,647 - mmaction - INFO - Epoch [39][60/2147] lr: 1.893e-01, eta: 9 days, 2:21:59, time: 1.537, data_time: 0.009, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5527, loss_cls: 3.2058, loss: 3.2058, grad_norm: 1.6542 2021-01-20 06:14:27,995 - mmaction - INFO - Epoch [39][80/2147] lr: 1.893e-01, eta: 9 days, 2:21:06, time: 1.517, data_time: 0.007, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5531, loss_cls: 3.2362, loss: 3.2362, grad_norm: 1.6350 2021-01-20 06:15:00,124 - mmaction - INFO - Epoch [39][100/2147] lr: 1.893e-01, eta: 9 days, 2:20:24, time: 1.600, data_time: 0.004, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5728, loss_cls: 3.1689, loss: 3.1689, grad_norm: 1.6435 2021-01-20 06:15:29,011 - mmaction - INFO - Epoch [39][120/2147] lr: 1.893e-01, eta: 9 days, 2:19:24, time: 1.454, data_time: 0.014, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5737, loss_cls: 3.1680, loss: 3.1680, grad_norm: 1.6267 2021-01-20 06:16:01,997 - mmaction - INFO - Epoch [39][140/2147] lr: 1.893e-01, eta: 9 days, 2:18:47, time: 1.647, data_time: 0.001, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5549, loss_cls: 3.1942, loss: 3.1942, grad_norm: 1.6463 2021-01-20 06:16:31,285 - mmaction - INFO - Epoch [39][160/2147] lr: 1.893e-01, eta: 9 days, 2:17:49, time: 1.464, data_time: 0.007, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5643, loss_cls: 3.1917, loss: 3.1917, grad_norm: 1.5709 2021-01-20 06:17:05,522 - mmaction - INFO - Epoch [39][180/2147] lr: 1.893e-01, eta: 9 days, 2:17:18, time: 1.708, data_time: 0.005, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5723, loss_cls: 3.1246, loss: 3.1246, grad_norm: 1.6672 2021-01-20 06:17:36,482 - mmaction - INFO - Epoch [39][200/2147] lr: 1.893e-01, eta: 9 days, 2:16:30, time: 1.553, data_time: 0.012, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5737, loss_cls: 3.1134, loss: 3.1134, grad_norm: 1.6415 2021-01-20 06:18:07,350 - mmaction - INFO - Epoch [39][220/2147] lr: 1.893e-01, eta: 9 days, 2:15:41, time: 1.545, data_time: 0.006, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5612, loss_cls: 3.1679, loss: 3.1679, grad_norm: 1.6838 2021-01-20 06:18:40,159 - mmaction - INFO - Epoch [39][240/2147] lr: 1.893e-01, eta: 9 days, 2:15:02, time: 1.634, data_time: 0.005, memory: 16628, top1_acc: 0.2920, top5_acc: 0.5433, loss_cls: 3.3114, loss: 3.3114, grad_norm: 1.6865 2021-01-20 06:19:09,630 - mmaction - INFO - Epoch [39][260/2147] lr: 1.893e-01, eta: 9 days, 2:14:06, time: 1.477, data_time: 0.012, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5513, loss_cls: 3.2512, loss: 3.2512, grad_norm: 1.6513 2021-01-20 06:19:39,235 - mmaction - INFO - Epoch [39][280/2147] lr: 1.893e-01, eta: 9 days, 2:13:09, time: 1.482, data_time: 0.005, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5737, loss_cls: 3.2031, loss: 3.2031, grad_norm: 1.6600 2021-01-20 06:20:10,257 - mmaction - INFO - Epoch [39][300/2147] lr: 1.893e-01, eta: 9 days, 2:12:21, time: 1.551, data_time: 0.005, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5826, loss_cls: 3.1299, loss: 3.1299, grad_norm: 1.6359 2021-01-20 06:20:39,262 - mmaction - INFO - Epoch [39][320/2147] lr: 1.893e-01, eta: 9 days, 2:11:22, time: 1.450, data_time: 0.004, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5603, loss_cls: 3.1901, loss: 3.1901, grad_norm: 1.6095 2021-01-20 06:21:11,046 - mmaction - INFO - Epoch [39][340/2147] lr: 1.893e-01, eta: 9 days, 2:10:37, time: 1.585, data_time: 0.002, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5754, loss_cls: 3.1350, loss: 3.1350, grad_norm: 1.6278 2021-01-20 06:21:47,464 - mmaction - INFO - Epoch [39][360/2147] lr: 1.893e-01, eta: 9 days, 2:10:20, time: 1.820, data_time: 0.055, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5656, loss_cls: 3.1623, loss: 3.1623, grad_norm: 1.6426 2021-01-20 06:22:18,633 - mmaction - INFO - Epoch [39][380/2147] lr: 1.893e-01, eta: 9 days, 2:09:32, time: 1.557, data_time: 0.007, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5714, loss_cls: 3.1680, loss: 3.1680, grad_norm: 1.6047 2021-01-20 06:22:47,960 - mmaction - INFO - Epoch [39][400/2147] lr: 1.893e-01, eta: 9 days, 2:08:35, time: 1.474, data_time: 0.011, memory: 16628, top1_acc: 0.2946, top5_acc: 0.5598, loss_cls: 3.1736, loss: 3.1736, grad_norm: 1.6682 2021-01-20 06:23:19,638 - mmaction - INFO - Epoch [39][420/2147] lr: 1.893e-01, eta: 9 days, 2:07:50, time: 1.581, data_time: 0.010, memory: 16628, top1_acc: 0.3018, top5_acc: 0.5612, loss_cls: 3.2095, loss: 3.2095, grad_norm: 1.6547 2021-01-20 06:23:48,290 - mmaction - INFO - Epoch [39][440/2147] lr: 1.893e-01, eta: 9 days, 2:06:49, time: 1.435, data_time: 0.006, memory: 16628, top1_acc: 0.2978, top5_acc: 0.5741, loss_cls: 3.1851, loss: 3.1851, grad_norm: 1.6562 2021-01-20 06:24:21,262 - mmaction - INFO - Epoch [39][460/2147] lr: 1.893e-01, eta: 9 days, 2:06:12, time: 1.648, data_time: 0.002, memory: 16628, top1_acc: 0.2871, top5_acc: 0.5424, loss_cls: 3.2522, loss: 3.2522, grad_norm: 1.6071 2021-01-20 06:24:52,215 - mmaction - INFO - Epoch [39][480/2147] lr: 1.893e-01, eta: 9 days, 2:05:23, time: 1.547, data_time: 0.004, memory: 16628, top1_acc: 0.2978, top5_acc: 0.5598, loss_cls: 3.2234, loss: 3.2234, grad_norm: 1.6362 2021-01-20 06:25:21,877 - mmaction - INFO - Epoch [39][500/2147] lr: 1.893e-01, eta: 9 days, 2:04:27, time: 1.483, data_time: 0.008, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5638, loss_cls: 3.1936, loss: 3.1936, grad_norm: 1.6325 2021-01-20 06:25:53,239 - mmaction - INFO - Epoch [39][520/2147] lr: 1.893e-01, eta: 9 days, 2:03:40, time: 1.566, data_time: 0.010, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5576, loss_cls: 3.2042, loss: 3.2042, grad_norm: 1.6534 2021-01-20 06:26:23,392 - mmaction - INFO - Epoch [39][540/2147] lr: 1.893e-01, eta: 9 days, 2:02:47, time: 1.508, data_time: 0.016, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5589, loss_cls: 3.2448, loss: 3.2448, grad_norm: 1.6489 2021-01-20 06:26:53,477 - mmaction - INFO - Epoch [39][560/2147] lr: 1.893e-01, eta: 9 days, 2:01:54, time: 1.503, data_time: 0.007, memory: 16628, top1_acc: 0.3299, top5_acc: 0.5826, loss_cls: 3.1294, loss: 3.1294, grad_norm: 1.6603 2021-01-20 06:27:25,878 - mmaction - INFO - Epoch [39][580/2147] lr: 1.893e-01, eta: 9 days, 2:01:14, time: 1.625, data_time: 0.008, memory: 16628, top1_acc: 0.2964, top5_acc: 0.5348, loss_cls: 3.2829, loss: 3.2829, grad_norm: 1.6608 2021-01-20 06:27:55,056 - mmaction - INFO - Epoch [39][600/2147] lr: 1.893e-01, eta: 9 days, 2:00:16, time: 1.460, data_time: 0.003, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5634, loss_cls: 3.1772, loss: 3.1772, grad_norm: 1.6211 2021-01-20 06:28:23,688 - mmaction - INFO - Epoch [39][620/2147] lr: 1.893e-01, eta: 9 days, 1:59:13, time: 1.428, data_time: 0.001, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5455, loss_cls: 3.2398, loss: 3.2398, grad_norm: 1.6827 2021-01-20 06:28:54,728 - mmaction - INFO - Epoch [39][640/2147] lr: 1.893e-01, eta: 9 days, 1:58:26, time: 1.553, data_time: 0.012, memory: 16628, top1_acc: 0.2924, top5_acc: 0.5397, loss_cls: 3.2685, loss: 3.2685, grad_norm: 1.6814 2021-01-20 06:29:24,166 - mmaction - INFO - Epoch [39][660/2147] lr: 1.893e-01, eta: 9 days, 1:57:29, time: 1.473, data_time: 0.004, memory: 16628, top1_acc: 0.2946, top5_acc: 0.5321, loss_cls: 3.2502, loss: 3.2502, grad_norm: 1.6527 2021-01-20 06:29:56,492 - mmaction - INFO - Epoch [39][680/2147] lr: 1.893e-01, eta: 9 days, 1:56:48, time: 1.615, data_time: 0.003, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5594, loss_cls: 3.1983, loss: 3.1983, grad_norm: 1.6785 2021-01-20 06:30:25,678 - mmaction - INFO - Epoch [39][700/2147] lr: 1.893e-01, eta: 9 days, 1:55:49, time: 1.461, data_time: 0.005, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5741, loss_cls: 3.1229, loss: 3.1229, grad_norm: 1.6619 2021-01-20 06:30:55,812 - mmaction - INFO - Epoch [39][720/2147] lr: 1.893e-01, eta: 9 days, 1:54:56, time: 1.507, data_time: 0.003, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5652, loss_cls: 3.1950, loss: 3.1950, grad_norm: 1.7158 2021-01-20 06:31:26,167 - mmaction - INFO - Epoch [39][740/2147] lr: 1.893e-01, eta: 9 days, 1:54:04, time: 1.516, data_time: 0.004, memory: 16628, top1_acc: 0.2982, top5_acc: 0.5491, loss_cls: 3.2798, loss: 3.2798, grad_norm: 1.6692 2021-01-20 06:31:55,361 - mmaction - INFO - Epoch [39][760/2147] lr: 1.893e-01, eta: 9 days, 1:53:06, time: 1.461, data_time: 0.008, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5567, loss_cls: 3.2339, loss: 3.2339, grad_norm: 1.5972 2021-01-20 06:32:28,601 - mmaction - INFO - Epoch [39][780/2147] lr: 1.893e-01, eta: 9 days, 1:52:31, time: 1.663, data_time: 0.004, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5687, loss_cls: 3.1516, loss: 3.1516, grad_norm: 1.6604 2021-01-20 06:33:02,671 - mmaction - INFO - Epoch [39][800/2147] lr: 1.893e-01, eta: 9 days, 1:52:00, time: 1.701, data_time: 0.005, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5679, loss_cls: 3.2146, loss: 3.2146, grad_norm: 1.6379 2021-01-20 06:33:33,953 - mmaction - INFO - Epoch [39][820/2147] lr: 1.893e-01, eta: 9 days, 1:51:13, time: 1.564, data_time: 0.004, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5670, loss_cls: 3.2011, loss: 3.2011, grad_norm: 1.6121 2021-01-20 06:34:03,456 - mmaction - INFO - Epoch [39][840/2147] lr: 1.893e-01, eta: 9 days, 1:50:16, time: 1.475, data_time: 0.010, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5433, loss_cls: 3.2551, loss: 3.2551, grad_norm: 1.6270 2021-01-20 06:34:33,754 - mmaction - INFO - Epoch [39][860/2147] lr: 1.893e-01, eta: 9 days, 1:49:24, time: 1.510, data_time: 0.007, memory: 16628, top1_acc: 0.2960, top5_acc: 0.5562, loss_cls: 3.2694, loss: 3.2694, grad_norm: 1.6165 2021-01-20 06:35:03,150 - mmaction - INFO - Epoch [39][880/2147] lr: 1.893e-01, eta: 9 days, 1:48:26, time: 1.467, data_time: 0.010, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5455, loss_cls: 3.2777, loss: 3.2777, grad_norm: 1.6288 2021-01-20 06:35:35,200 - mmaction - INFO - Epoch [39][900/2147] lr: 1.893e-01, eta: 9 days, 1:47:44, time: 1.605, data_time: 0.014, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5589, loss_cls: 3.2431, loss: 3.2431, grad_norm: 1.6112 2021-01-20 06:36:05,601 - mmaction - INFO - Epoch [39][920/2147] lr: 1.893e-01, eta: 9 days, 1:46:53, time: 1.525, data_time: 0.010, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5643, loss_cls: 3.1395, loss: 3.1395, grad_norm: 1.6566 2021-01-20 06:36:35,733 - mmaction - INFO - Epoch [39][940/2147] lr: 1.893e-01, eta: 9 days, 1:46:01, time: 1.509, data_time: 0.004, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5496, loss_cls: 3.2555, loss: 3.2555, grad_norm: 1.6419 2021-01-20 06:37:10,783 - mmaction - INFO - Epoch [39][960/2147] lr: 1.893e-01, eta: 9 days, 1:45:35, time: 1.752, data_time: 0.005, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5607, loss_cls: 3.2194, loss: 3.2194, grad_norm: 1.6577 2021-01-20 06:37:40,759 - mmaction - INFO - Epoch [39][980/2147] lr: 1.893e-01, eta: 9 days, 1:44:42, time: 1.500, data_time: 0.005, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5563, loss_cls: 3.1491, loss: 3.1491, grad_norm: 1.6795 2021-01-20 06:38:13,620 - mmaction - INFO - Epoch [39][1000/2147] lr: 1.893e-01, eta: 9 days, 1:44:04, time: 1.643, data_time: 0.002, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5558, loss_cls: 3.2384, loss: 3.2384, grad_norm: 1.6594 2021-01-20 06:38:44,101 - mmaction - INFO - Epoch [39][1020/2147] lr: 1.893e-01, eta: 9 days, 1:43:13, time: 1.524, data_time: 0.003, memory: 16628, top1_acc: 0.2897, top5_acc: 0.5558, loss_cls: 3.2551, loss: 3.2551, grad_norm: 1.6629 2021-01-20 06:39:12,897 - mmaction - INFO - Epoch [39][1040/2147] lr: 1.893e-01, eta: 9 days, 1:42:13, time: 1.440, data_time: 0.003, memory: 16628, top1_acc: 0.3063, top5_acc: 0.5496, loss_cls: 3.2469, loss: 3.2469, grad_norm: 1.6615 2021-01-20 06:39:46,992 - mmaction - INFO - Epoch [39][1060/2147] lr: 1.893e-01, eta: 9 days, 1:41:42, time: 1.704, data_time: 0.002, memory: 16628, top1_acc: 0.2955, top5_acc: 0.5402, loss_cls: 3.2372, loss: 3.2372, grad_norm: 1.6483 2021-01-20 06:40:20,285 - mmaction - INFO - Epoch [39][1080/2147] lr: 1.893e-01, eta: 9 days, 1:41:07, time: 1.661, data_time: 0.003, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5554, loss_cls: 3.2044, loss: 3.2044, grad_norm: 1.6240 2021-01-20 06:40:51,460 - mmaction - INFO - Epoch [39][1100/2147] lr: 1.893e-01, eta: 9 days, 1:40:19, time: 1.554, data_time: 0.011, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5500, loss_cls: 3.2329, loss: 3.2329, grad_norm: 1.6483 2021-01-20 06:41:22,667 - mmaction - INFO - Epoch [39][1120/2147] lr: 1.893e-01, eta: 9 days, 1:39:32, time: 1.556, data_time: 0.011, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5554, loss_cls: 3.2274, loss: 3.2274, grad_norm: 1.6502 2021-01-20 06:41:52,341 - mmaction - INFO - Epoch [39][1140/2147] lr: 1.893e-01, eta: 9 days, 1:38:37, time: 1.496, data_time: 0.022, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5781, loss_cls: 3.1587, loss: 3.1587, grad_norm: 1.6682 2021-01-20 06:42:21,514 - mmaction - INFO - Epoch [39][1160/2147] lr: 1.893e-01, eta: 9 days, 1:37:39, time: 1.456, data_time: 0.003, memory: 16628, top1_acc: 0.2973, top5_acc: 0.5513, loss_cls: 3.2574, loss: 3.2574, grad_norm: 1.6657 2021-01-20 06:42:52,861 - mmaction - INFO - Epoch [39][1180/2147] lr: 1.893e-01, eta: 9 days, 1:36:52, time: 1.557, data_time: 0.007, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5589, loss_cls: 3.1787, loss: 3.1787, grad_norm: 1.6454 2021-01-20 06:43:22,148 - mmaction - INFO - Epoch [39][1200/2147] lr: 1.893e-01, eta: 9 days, 1:35:55, time: 1.473, data_time: 0.021, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5625, loss_cls: 3.2060, loss: 3.2060, grad_norm: 1.6467 2021-01-20 06:43:51,109 - mmaction - INFO - Epoch [39][1220/2147] lr: 1.893e-01, eta: 9 days, 1:34:56, time: 1.450, data_time: 0.006, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5460, loss_cls: 3.2702, loss: 3.2702, grad_norm: 1.6638 2021-01-20 06:44:21,285 - mmaction - INFO - Epoch [39][1240/2147] lr: 1.893e-01, eta: 9 days, 1:34:02, time: 1.503, data_time: 0.007, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5580, loss_cls: 3.2271, loss: 3.2271, grad_norm: 1.6141 2021-01-20 06:44:50,666 - mmaction - INFO - Epoch [39][1260/2147] lr: 1.893e-01, eta: 9 days, 1:33:06, time: 1.475, data_time: 0.013, memory: 16628, top1_acc: 0.2790, top5_acc: 0.5554, loss_cls: 3.2535, loss: 3.2535, grad_norm: 1.6408 2021-01-20 06:45:21,237 - mmaction - INFO - Epoch [39][1280/2147] lr: 1.893e-01, eta: 9 days, 1:32:15, time: 1.524, data_time: 0.006, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5616, loss_cls: 3.1994, loss: 3.1994, grad_norm: 1.6176 2021-01-20 06:45:50,476 - mmaction - INFO - Epoch [39][1300/2147] lr: 1.893e-01, eta: 9 days, 1:31:17, time: 1.461, data_time: 0.012, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5571, loss_cls: 3.2249, loss: 3.2249, grad_norm: 1.6348 2021-01-20 06:46:21,280 - mmaction - INFO - Epoch [39][1320/2147] lr: 1.893e-01, eta: 9 days, 1:30:29, time: 1.545, data_time: 0.011, memory: 16628, top1_acc: 0.3085, top5_acc: 0.5647, loss_cls: 3.1579, loss: 3.1579, grad_norm: 1.6363 2021-01-20 06:46:53,825 - mmaction - INFO - Epoch [39][1340/2147] lr: 1.893e-01, eta: 9 days, 1:29:50, time: 1.628, data_time: 0.012, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5661, loss_cls: 3.1841, loss: 3.1841, grad_norm: 1.6422 2021-01-20 06:47:23,056 - mmaction - INFO - Epoch [39][1360/2147] lr: 1.893e-01, eta: 9 days, 1:28:51, time: 1.457, data_time: 0.007, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5638, loss_cls: 3.1602, loss: 3.1602, grad_norm: 1.6012 2021-01-20 06:47:56,432 - mmaction - INFO - Epoch [39][1380/2147] lr: 1.893e-01, eta: 9 days, 1:28:15, time: 1.657, data_time: 0.008, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5683, loss_cls: 3.1597, loss: 3.1597, grad_norm: 1.6301 2021-01-20 06:48:25,568 - mmaction - INFO - Epoch [39][1400/2147] lr: 1.893e-01, eta: 9 days, 1:27:19, time: 1.473, data_time: 0.025, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5616, loss_cls: 3.2402, loss: 3.2402, grad_norm: 1.6708 2021-01-20 06:48:56,414 - mmaction - INFO - Epoch [39][1420/2147] lr: 1.893e-01, eta: 9 days, 1:26:29, time: 1.536, data_time: 0.004, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5647, loss_cls: 3.2015, loss: 3.2015, grad_norm: 1.6436 2021-01-20 06:49:26,435 - mmaction - INFO - Epoch [39][1440/2147] lr: 1.893e-01, eta: 9 days, 1:25:36, time: 1.504, data_time: 0.015, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5683, loss_cls: 3.1705, loss: 3.1705, grad_norm: 1.6230 2021-01-20 06:49:54,947 - mmaction - INFO - Epoch [39][1460/2147] lr: 1.893e-01, eta: 9 days, 1:24:35, time: 1.430, data_time: 0.007, memory: 16628, top1_acc: 0.2938, top5_acc: 0.5683, loss_cls: 3.2011, loss: 3.2011, grad_norm: 1.6458 2021-01-20 06:50:26,921 - mmaction - INFO - Epoch [39][1480/2147] lr: 1.893e-01, eta: 9 days, 1:23:52, time: 1.594, data_time: 0.004, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5607, loss_cls: 3.1904, loss: 3.1904, grad_norm: 1.6406 2021-01-20 06:51:00,398 - mmaction - INFO - Epoch [39][1500/2147] lr: 1.893e-01, eta: 9 days, 1:23:17, time: 1.668, data_time: 0.009, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5580, loss_cls: 3.2265, loss: 3.2265, grad_norm: 1.6365 2021-01-20 06:51:29,980 - mmaction - INFO - Epoch [39][1520/2147] lr: 1.893e-01, eta: 9 days, 1:22:23, time: 1.490, data_time: 0.018, memory: 16628, top1_acc: 0.2866, top5_acc: 0.5625, loss_cls: 3.2505, loss: 3.2505, grad_norm: 1.6706 2021-01-20 06:52:10,403 - mmaction - INFO - Epoch [39][1540/2147] lr: 1.893e-01, eta: 9 days, 1:22:27, time: 2.013, data_time: 0.004, memory: 16628, top1_acc: 0.2951, top5_acc: 0.5545, loss_cls: 3.2436, loss: 3.2436, grad_norm: 1.6352 2021-01-20 06:52:42,066 - mmaction - INFO - Epoch [39][1560/2147] lr: 1.893e-01, eta: 9 days, 1:21:43, time: 1.587, data_time: 0.013, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5576, loss_cls: 3.2435, loss: 3.2435, grad_norm: 1.6268 2021-01-20 06:53:12,247 - mmaction - INFO - Epoch [39][1580/2147] lr: 1.893e-01, eta: 9 days, 1:20:51, time: 1.511, data_time: 0.006, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5665, loss_cls: 3.1825, loss: 3.1825, grad_norm: 1.6209 2021-01-20 06:53:41,215 - mmaction - INFO - Epoch [39][1600/2147] lr: 1.893e-01, eta: 9 days, 1:19:52, time: 1.449, data_time: 0.005, memory: 16628, top1_acc: 0.2938, top5_acc: 0.5571, loss_cls: 3.1886, loss: 3.1886, grad_norm: 1.6621 2021-01-20 06:54:13,837 - mmaction - INFO - Epoch [39][1620/2147] lr: 1.893e-01, eta: 9 days, 1:19:13, time: 1.632, data_time: 0.003, memory: 16628, top1_acc: 0.3085, top5_acc: 0.5679, loss_cls: 3.2084, loss: 3.2084, grad_norm: 1.6171 2021-01-20 06:54:43,484 - mmaction - INFO - Epoch [39][1640/2147] lr: 1.893e-01, eta: 9 days, 1:18:17, time: 1.479, data_time: 0.004, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5647, loss_cls: 3.1698, loss: 3.1698, grad_norm: 1.6435 2021-01-20 06:55:15,191 - mmaction - INFO - Epoch [39][1660/2147] lr: 1.893e-01, eta: 9 days, 1:17:33, time: 1.583, data_time: 0.011, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5527, loss_cls: 3.1697, loss: 3.1697, grad_norm: 1.6266 2021-01-20 06:55:44,017 - mmaction - INFO - Epoch [39][1680/2147] lr: 1.893e-01, eta: 9 days, 1:16:34, time: 1.446, data_time: 0.013, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5696, loss_cls: 3.1869, loss: 3.1869, grad_norm: 1.6161 2021-01-20 06:56:15,145 - mmaction - INFO - Epoch [39][1700/2147] lr: 1.893e-01, eta: 9 days, 1:15:47, time: 1.557, data_time: 0.004, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5719, loss_cls: 3.1413, loss: 3.1413, grad_norm: 1.6585 2021-01-20 06:56:45,479 - mmaction - INFO - Epoch [39][1720/2147] lr: 1.893e-01, eta: 9 days, 1:14:55, time: 1.518, data_time: 0.005, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5621, loss_cls: 3.1827, loss: 3.1827, grad_norm: 1.6501 2021-01-20 06:57:16,731 - mmaction - INFO - Epoch [39][1740/2147] lr: 1.893e-01, eta: 9 days, 1:14:09, time: 1.563, data_time: 0.004, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5656, loss_cls: 3.1968, loss: 3.1968, grad_norm: 1.6617 2021-01-20 06:57:47,639 - mmaction - INFO - Epoch [39][1760/2147] lr: 1.893e-01, eta: 9 days, 1:13:20, time: 1.542, data_time: 0.007, memory: 16628, top1_acc: 0.3004, top5_acc: 0.5357, loss_cls: 3.2805, loss: 3.2805, grad_norm: 1.6490 2021-01-20 06:58:16,844 - mmaction - INFO - Epoch [39][1780/2147] lr: 1.893e-01, eta: 9 days, 1:12:23, time: 1.461, data_time: 0.007, memory: 16628, top1_acc: 0.2951, top5_acc: 0.5531, loss_cls: 3.2381, loss: 3.2381, grad_norm: 1.6077 2021-01-20 06:58:47,452 - mmaction - INFO - Epoch [39][1800/2147] lr: 1.893e-01, eta: 9 days, 1:11:33, time: 1.533, data_time: 0.004, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5563, loss_cls: 3.2250, loss: 3.2250, grad_norm: 1.6103 2021-01-20 06:59:20,668 - mmaction - INFO - Epoch [39][1820/2147] lr: 1.893e-01, eta: 9 days, 1:10:57, time: 1.659, data_time: 0.001, memory: 16628, top1_acc: 0.2929, top5_acc: 0.5656, loss_cls: 3.2426, loss: 3.2426, grad_norm: 1.6196 2021-01-20 06:59:52,003 - mmaction - INFO - Epoch [39][1840/2147] lr: 1.893e-01, eta: 9 days, 1:10:12, time: 1.568, data_time: 0.005, memory: 16628, top1_acc: 0.2929, top5_acc: 0.5455, loss_cls: 3.3134, loss: 3.3134, grad_norm: 1.6115 2021-01-20 07:00:22,889 - mmaction - INFO - Epoch [39][1860/2147] lr: 1.893e-01, eta: 9 days, 1:09:23, time: 1.540, data_time: 0.004, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5621, loss_cls: 3.1800, loss: 3.1800, grad_norm: 1.6163 2021-01-20 07:00:51,630 - mmaction - INFO - Epoch [39][1880/2147] lr: 1.893e-01, eta: 9 days, 1:08:23, time: 1.442, data_time: 0.006, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5571, loss_cls: 3.1814, loss: 3.1814, grad_norm: 1.6515 2021-01-20 07:01:20,277 - mmaction - INFO - Epoch [39][1900/2147] lr: 1.893e-01, eta: 9 days, 1:07:22, time: 1.430, data_time: 0.002, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5817, loss_cls: 3.1434, loss: 3.1434, grad_norm: 1.6528 2021-01-20 07:01:50,522 - mmaction - INFO - Epoch [39][1920/2147] lr: 1.893e-01, eta: 9 days, 1:06:30, time: 1.512, data_time: 0.006, memory: 16628, top1_acc: 0.2960, top5_acc: 0.5464, loss_cls: 3.2562, loss: 3.2562, grad_norm: 1.6174 2021-01-20 07:02:19,893 - mmaction - INFO - Epoch [39][1940/2147] lr: 1.893e-01, eta: 9 days, 1:05:33, time: 1.464, data_time: 0.005, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5558, loss_cls: 3.2230, loss: 3.2230, grad_norm: 1.6219 2021-01-20 07:02:48,532 - mmaction - INFO - Epoch [39][1960/2147] lr: 1.893e-01, eta: 9 days, 1:04:33, time: 1.438, data_time: 0.009, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5612, loss_cls: 3.1707, loss: 3.1707, grad_norm: 1.6583 2021-01-20 07:03:22,933 - mmaction - INFO - Epoch [39][1980/2147] lr: 1.893e-01, eta: 9 days, 1:04:04, time: 1.720, data_time: 0.009, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5625, loss_cls: 3.2363, loss: 3.2363, grad_norm: 1.6254 2021-01-20 07:03:53,529 - mmaction - INFO - Epoch [39][2000/2147] lr: 1.893e-01, eta: 9 days, 1:03:14, time: 1.527, data_time: 0.004, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5647, loss_cls: 3.1771, loss: 3.1771, grad_norm: 1.5903 2021-01-20 07:04:24,958 - mmaction - INFO - Epoch [39][2020/2147] lr: 1.893e-01, eta: 9 days, 1:02:28, time: 1.565, data_time: 0.006, memory: 16628, top1_acc: 0.2969, top5_acc: 0.5567, loss_cls: 3.2080, loss: 3.2080, grad_norm: 1.6558 2021-01-20 07:04:54,854 - mmaction - INFO - Epoch [39][2040/2147] lr: 1.893e-01, eta: 9 days, 1:01:35, time: 1.503, data_time: 0.018, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5750, loss_cls: 3.0927, loss: 3.0927, grad_norm: 1.6273 2021-01-20 07:05:26,094 - mmaction - INFO - Epoch [39][2060/2147] lr: 1.893e-01, eta: 9 days, 1:00:48, time: 1.557, data_time: 0.004, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5835, loss_cls: 3.0766, loss: 3.0766, grad_norm: 1.6616 2021-01-20 07:05:56,628 - mmaction - INFO - Epoch [39][2080/2147] lr: 1.893e-01, eta: 9 days, 0:59:58, time: 1.532, data_time: 0.014, memory: 16628, top1_acc: 0.2982, top5_acc: 0.5500, loss_cls: 3.2600, loss: 3.2600, grad_norm: 1.7009 2021-01-20 07:06:27,306 - mmaction - INFO - Epoch [39][2100/2147] lr: 1.893e-01, eta: 9 days, 0:59:09, time: 1.533, data_time: 0.005, memory: 16628, top1_acc: 0.2955, top5_acc: 0.5576, loss_cls: 3.2251, loss: 3.2251, grad_norm: 1.6401 2021-01-20 07:06:58,411 - mmaction - INFO - Epoch [39][2120/2147] lr: 1.893e-01, eta: 9 days, 0:58:22, time: 1.557, data_time: 0.006, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5719, loss_cls: 3.1521, loss: 3.1521, grad_norm: 1.6565 2021-01-20 07:07:29,594 - mmaction - INFO - Epoch [39][2140/2147] lr: 1.893e-01, eta: 9 days, 0:57:35, time: 1.559, data_time: 0.004, memory: 16628, top1_acc: 0.2973, top5_acc: 0.5442, loss_cls: 3.2829, loss: 3.2829, grad_norm: 1.6329 2021-01-20 07:12:28,395 - mmaction - INFO - Epoch [40][20/2147] lr: 1.888e-01, eta: 9 days, 1:18:05, time: 13.722, data_time: 11.990, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5647, loss_cls: 3.1531, loss: 3.1531, grad_norm: 1.6358 2021-01-20 07:12:56,969 - mmaction - INFO - Epoch [40][40/2147] lr: 1.888e-01, eta: 9 days, 1:17:04, time: 1.431, data_time: 0.009, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5612, loss_cls: 3.1815, loss: 3.1815, grad_norm: 1.7147 2021-01-20 07:13:25,561 - mmaction - INFO - Epoch [40][60/2147] lr: 1.888e-01, eta: 9 days, 1:16:02, time: 1.429, data_time: 0.003, memory: 16628, top1_acc: 0.2973, top5_acc: 0.5504, loss_cls: 3.2023, loss: 3.2023, grad_norm: 1.6601 2021-01-20 07:13:54,354 - mmaction - INFO - Epoch [40][80/2147] lr: 1.888e-01, eta: 9 days, 1:15:02, time: 1.440, data_time: 0.003, memory: 16628, top1_acc: 0.2982, top5_acc: 0.5504, loss_cls: 3.1991, loss: 3.1991, grad_norm: 1.6735 2021-01-20 07:14:24,235 - mmaction - INFO - Epoch [40][100/2147] lr: 1.888e-01, eta: 9 days, 1:14:08, time: 1.493, data_time: 0.004, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5576, loss_cls: 3.2094, loss: 3.2094, grad_norm: 1.6747 2021-01-20 07:14:57,050 - mmaction - INFO - Epoch [40][120/2147] lr: 1.888e-01, eta: 9 days, 1:13:30, time: 1.641, data_time: 0.005, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5830, loss_cls: 3.1525, loss: 3.1525, grad_norm: 1.6796 2021-01-20 07:15:27,843 - mmaction - INFO - Epoch [40][140/2147] lr: 1.888e-01, eta: 9 days, 1:12:41, time: 1.539, data_time: 0.003, memory: 16628, top1_acc: 0.2960, top5_acc: 0.5527, loss_cls: 3.2252, loss: 3.2252, grad_norm: 1.6648 2021-01-20 07:15:58,554 - mmaction - INFO - Epoch [40][160/2147] lr: 1.888e-01, eta: 9 days, 1:11:52, time: 1.536, data_time: 0.005, memory: 16628, top1_acc: 0.2964, top5_acc: 0.5469, loss_cls: 3.2591, loss: 3.2591, grad_norm: 1.6461 2021-01-20 07:16:28,795 - mmaction - INFO - Epoch [40][180/2147] lr: 1.888e-01, eta: 9 days, 1:11:00, time: 1.513, data_time: 0.005, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5549, loss_cls: 3.2280, loss: 3.2280, grad_norm: 1.6809 2021-01-20 07:16:59,609 - mmaction - INFO - Epoch [40][200/2147] lr: 1.888e-01, eta: 9 days, 1:10:11, time: 1.539, data_time: 0.005, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5612, loss_cls: 3.1513, loss: 3.1513, grad_norm: 1.5913 2021-01-20 07:17:30,105 - mmaction - INFO - Epoch [40][220/2147] lr: 1.888e-01, eta: 9 days, 1:09:20, time: 1.523, data_time: 0.006, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5781, loss_cls: 3.1414, loss: 3.1414, grad_norm: 1.6448 2021-01-20 07:18:04,245 - mmaction - INFO - Epoch [40][240/2147] lr: 1.888e-01, eta: 9 days, 1:08:49, time: 1.707, data_time: 0.006, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5812, loss_cls: 3.0822, loss: 3.0822, grad_norm: 1.6743 2021-01-20 07:18:34,072 - mmaction - INFO - Epoch [40][260/2147] lr: 1.888e-01, eta: 9 days, 1:07:55, time: 1.491, data_time: 0.011, memory: 16628, top1_acc: 0.3004, top5_acc: 0.5437, loss_cls: 3.2162, loss: 3.2162, grad_norm: 1.6337 2021-01-20 07:19:02,772 - mmaction - INFO - Epoch [40][280/2147] lr: 1.888e-01, eta: 9 days, 1:06:55, time: 1.438, data_time: 0.007, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5571, loss_cls: 3.2103, loss: 3.2103, grad_norm: 1.6743 2021-01-20 07:19:32,048 - mmaction - INFO - Epoch [40][300/2147] lr: 1.888e-01, eta: 9 days, 1:05:57, time: 1.464, data_time: 0.003, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5594, loss_cls: 3.1900, loss: 3.1900, grad_norm: 1.6810 2021-01-20 07:20:00,719 - mmaction - INFO - Epoch [40][320/2147] lr: 1.888e-01, eta: 9 days, 1:04:56, time: 1.430, data_time: 0.003, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5674, loss_cls: 3.1507, loss: 3.1507, grad_norm: 1.6239 2021-01-20 07:20:29,392 - mmaction - INFO - Epoch [40][340/2147] lr: 1.888e-01, eta: 9 days, 1:03:56, time: 1.436, data_time: 0.009, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5616, loss_cls: 3.1909, loss: 3.1909, grad_norm: 1.6720 2021-01-20 07:20:58,492 - mmaction - INFO - Epoch [40][360/2147] lr: 1.888e-01, eta: 9 days, 1:02:57, time: 1.456, data_time: 0.007, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5411, loss_cls: 3.2670, loss: 3.2670, grad_norm: 1.6607 2021-01-20 07:21:27,710 - mmaction - INFO - Epoch [40][380/2147] lr: 1.888e-01, eta: 9 days, 1:02:00, time: 1.461, data_time: 0.006, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5674, loss_cls: 3.1923, loss: 3.1923, grad_norm: 1.6289 2021-01-20 07:22:00,583 - mmaction - INFO - Epoch [40][400/2147] lr: 1.888e-01, eta: 9 days, 1:01:22, time: 1.640, data_time: 0.005, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5455, loss_cls: 3.2254, loss: 3.2254, grad_norm: 1.6497 2021-01-20 07:22:33,775 - mmaction - INFO - Epoch [40][420/2147] lr: 1.888e-01, eta: 9 days, 1:00:47, time: 1.662, data_time: 0.008, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5549, loss_cls: 3.1761, loss: 3.1761, grad_norm: 1.6508 2021-01-20 07:23:05,929 - mmaction - INFO - Epoch [40][440/2147] lr: 1.888e-01, eta: 9 days, 1:00:05, time: 1.608, data_time: 0.007, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5665, loss_cls: 3.1723, loss: 3.1723, grad_norm: 1.6651 2021-01-20 07:23:35,033 - mmaction - INFO - Epoch [40][460/2147] lr: 1.888e-01, eta: 9 days, 0:59:07, time: 1.457, data_time: 0.007, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5679, loss_cls: 3.1717, loss: 3.1717, grad_norm: 1.6801 2021-01-20 07:24:06,468 - mmaction - INFO - Epoch [40][480/2147] lr: 1.888e-01, eta: 9 days, 0:58:21, time: 1.569, data_time: 0.003, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5621, loss_cls: 3.1934, loss: 3.1934, grad_norm: 1.7057 2021-01-20 07:24:35,355 - mmaction - INFO - Epoch [40][500/2147] lr: 1.888e-01, eta: 9 days, 0:57:23, time: 1.448, data_time: 0.010, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5625, loss_cls: 3.1925, loss: 3.1925, grad_norm: 1.6012 2021-01-20 07:25:06,548 - mmaction - INFO - Epoch [40][520/2147] lr: 1.888e-01, eta: 9 days, 0:56:36, time: 1.559, data_time: 0.002, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5719, loss_cls: 3.1502, loss: 3.1502, grad_norm: 1.6588 2021-01-20 07:25:36,823 - mmaction - INFO - Epoch [40][540/2147] lr: 1.888e-01, eta: 9 days, 0:55:44, time: 1.512, data_time: 0.005, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5540, loss_cls: 3.1845, loss: 3.1845, grad_norm: 1.6321 2021-01-20 07:26:09,300 - mmaction - INFO - Epoch [40][560/2147] lr: 1.888e-01, eta: 9 days, 0:55:04, time: 1.620, data_time: 0.006, memory: 16628, top1_acc: 0.2982, top5_acc: 0.5585, loss_cls: 3.2494, loss: 3.2494, grad_norm: 1.6471 2021-01-20 07:26:42,341 - mmaction - INFO - Epoch [40][580/2147] lr: 1.888e-01, eta: 9 days, 0:54:28, time: 1.658, data_time: 0.009, memory: 16628, top1_acc: 0.2938, top5_acc: 0.5692, loss_cls: 3.2410, loss: 3.2410, grad_norm: 1.6884 2021-01-20 07:27:11,809 - mmaction - INFO - Epoch [40][600/2147] lr: 1.888e-01, eta: 9 days, 0:53:32, time: 1.470, data_time: 0.001, memory: 16628, top1_acc: 0.2924, top5_acc: 0.5491, loss_cls: 3.2770, loss: 3.2770, grad_norm: 1.6376 2021-01-20 07:27:40,775 - mmaction - INFO - Epoch [40][620/2147] lr: 1.888e-01, eta: 9 days, 0:52:33, time: 1.451, data_time: 0.005, memory: 16628, top1_acc: 0.2955, top5_acc: 0.5473, loss_cls: 3.2648, loss: 3.2648, grad_norm: 1.6679 2021-01-20 07:28:14,267 - mmaction - INFO - Epoch [40][640/2147] lr: 1.888e-01, eta: 9 days, 0:51:58, time: 1.665, data_time: 0.002, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5790, loss_cls: 3.1163, loss: 3.1163, grad_norm: 1.6220 2021-01-20 07:28:43,042 - mmaction - INFO - Epoch [40][660/2147] lr: 1.888e-01, eta: 9 days, 0:50:59, time: 1.450, data_time: 0.014, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5571, loss_cls: 3.1863, loss: 3.1863, grad_norm: 1.6347 2021-01-20 07:29:14,175 - mmaction - INFO - Epoch [40][680/2147] lr: 1.888e-01, eta: 9 days, 0:50:12, time: 1.555, data_time: 0.001, memory: 16628, top1_acc: 0.2915, top5_acc: 0.5362, loss_cls: 3.2829, loss: 3.2829, grad_norm: 1.6338 2021-01-20 07:29:44,858 - mmaction - INFO - Epoch [40][700/2147] lr: 1.888e-01, eta: 9 days, 0:49:22, time: 1.526, data_time: 0.003, memory: 16628, top1_acc: 0.2920, top5_acc: 0.5509, loss_cls: 3.2620, loss: 3.2620, grad_norm: 1.6369 2021-01-20 07:30:13,865 - mmaction - INFO - Epoch [40][720/2147] lr: 1.888e-01, eta: 9 days, 0:48:24, time: 1.460, data_time: 0.013, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5513, loss_cls: 3.2099, loss: 3.2099, grad_norm: 1.6378 2021-01-20 07:30:42,614 - mmaction - INFO - Epoch [40][740/2147] lr: 1.888e-01, eta: 9 days, 0:47:24, time: 1.435, data_time: 0.004, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5469, loss_cls: 3.2444, loss: 3.2444, grad_norm: 1.6756 2021-01-20 07:31:11,635 - mmaction - INFO - Epoch [40][760/2147] lr: 1.888e-01, eta: 9 days, 0:46:26, time: 1.453, data_time: 0.004, memory: 16628, top1_acc: 0.2978, top5_acc: 0.5460, loss_cls: 3.2710, loss: 3.2710, grad_norm: 1.6119 2021-01-20 07:31:51,137 - mmaction - INFO - Epoch [40][780/2147] lr: 1.888e-01, eta: 9 days, 0:46:24, time: 1.968, data_time: 0.057, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5576, loss_cls: 3.2095, loss: 3.2095, grad_norm: 1.6095 2021-01-20 07:32:22,914 - mmaction - INFO - Epoch [40][800/2147] lr: 1.888e-01, eta: 9 days, 0:45:41, time: 1.592, data_time: 0.012, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5781, loss_cls: 3.0726, loss: 3.0726, grad_norm: 1.6199 2021-01-20 07:32:52,507 - mmaction - INFO - Epoch [40][820/2147] lr: 1.888e-01, eta: 9 days, 0:44:46, time: 1.484, data_time: 0.008, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5754, loss_cls: 3.1327, loss: 3.1327, grad_norm: 1.6609 2021-01-20 07:33:23,952 - mmaction - INFO - Epoch [40][840/2147] lr: 1.888e-01, eta: 9 days, 0:44:01, time: 1.571, data_time: 0.002, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5737, loss_cls: 3.1205, loss: 3.1205, grad_norm: 1.6618 2021-01-20 07:33:52,645 - mmaction - INFO - Epoch [40][860/2147] lr: 1.888e-01, eta: 9 days, 0:43:01, time: 1.436, data_time: 0.003, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5549, loss_cls: 3.1582, loss: 3.1582, grad_norm: 1.6994 2021-01-20 07:34:21,601 - mmaction - INFO - Epoch [40][880/2147] lr: 1.888e-01, eta: 9 days, 0:42:02, time: 1.447, data_time: 0.001, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5598, loss_cls: 3.1905, loss: 3.1905, grad_norm: 1.6749 2021-01-20 07:34:51,716 - mmaction - INFO - Epoch [40][900/2147] lr: 1.888e-01, eta: 9 days, 0:41:09, time: 1.505, data_time: 0.003, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5603, loss_cls: 3.1704, loss: 3.1704, grad_norm: 1.6737 2021-01-20 07:35:21,204 - mmaction - INFO - Epoch [40][920/2147] lr: 1.888e-01, eta: 9 days, 0:40:14, time: 1.475, data_time: 0.002, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5513, loss_cls: 3.2277, loss: 3.2277, grad_norm: 1.5994 2021-01-20 07:35:50,807 - mmaction - INFO - Epoch [40][940/2147] lr: 1.888e-01, eta: 9 days, 0:39:18, time: 1.478, data_time: 0.003, memory: 16628, top1_acc: 0.2946, top5_acc: 0.5379, loss_cls: 3.2974, loss: 3.2974, grad_norm: 1.6381 2021-01-20 07:36:21,612 - mmaction - INFO - Epoch [40][960/2147] lr: 1.888e-01, eta: 9 days, 0:38:30, time: 1.542, data_time: 0.009, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5723, loss_cls: 3.1256, loss: 3.1256, grad_norm: 1.6697 2021-01-20 07:36:51,173 - mmaction - INFO - Epoch [40][980/2147] lr: 1.888e-01, eta: 9 days, 0:37:34, time: 1.476, data_time: 0.004, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5625, loss_cls: 3.1950, loss: 3.1950, grad_norm: 1.6729 2021-01-20 07:37:21,986 - mmaction - INFO - Epoch [40][1000/2147] lr: 1.888e-01, eta: 9 days, 0:36:45, time: 1.540, data_time: 0.010, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5607, loss_cls: 3.1915, loss: 3.1915, grad_norm: 1.6597 2021-01-20 07:37:52,585 - mmaction - INFO - Epoch [40][1020/2147] lr: 1.888e-01, eta: 9 days, 0:35:56, time: 1.530, data_time: 0.005, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5710, loss_cls: 3.1775, loss: 3.1775, grad_norm: 1.6303 2021-01-20 07:38:23,882 - mmaction - INFO - Epoch [40][1040/2147] lr: 1.888e-01, eta: 9 days, 0:35:10, time: 1.567, data_time: 0.006, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5563, loss_cls: 3.2093, loss: 3.2093, grad_norm: 1.6448 2021-01-20 07:38:52,797 - mmaction - INFO - Epoch [40][1060/2147] lr: 1.888e-01, eta: 9 days, 0:34:11, time: 1.447, data_time: 0.008, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5487, loss_cls: 3.2755, loss: 3.2755, grad_norm: 1.6828 2021-01-20 07:39:24,567 - mmaction - INFO - Epoch [40][1080/2147] lr: 1.888e-01, eta: 9 days, 0:33:28, time: 1.588, data_time: 0.006, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5705, loss_cls: 3.1560, loss: 3.1560, grad_norm: 1.6349 2021-01-20 07:39:56,802 - mmaction - INFO - Epoch [40][1100/2147] lr: 1.888e-01, eta: 9 days, 0:32:47, time: 1.611, data_time: 0.002, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5621, loss_cls: 3.1982, loss: 3.1982, grad_norm: 1.6485 2021-01-20 07:40:25,538 - mmaction - INFO - Epoch [40][1120/2147] lr: 1.888e-01, eta: 9 days, 0:31:47, time: 1.438, data_time: 0.008, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5554, loss_cls: 3.1993, loss: 3.1993, grad_norm: 1.6367 2021-01-20 07:40:56,861 - mmaction - INFO - Epoch [40][1140/2147] lr: 1.888e-01, eta: 9 days, 0:31:01, time: 1.563, data_time: 0.011, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5589, loss_cls: 3.1872, loss: 3.1872, grad_norm: 1.6451 2021-01-20 07:41:26,338 - mmaction - INFO - Epoch [40][1160/2147] lr: 1.888e-01, eta: 9 days, 0:30:05, time: 1.473, data_time: 0.012, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5554, loss_cls: 3.2209, loss: 3.2209, grad_norm: 1.6647 2021-01-20 07:42:00,837 - mmaction - INFO - Epoch [40][1180/2147] lr: 1.888e-01, eta: 9 days, 0:29:37, time: 1.729, data_time: 0.010, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5446, loss_cls: 3.2438, loss: 3.2438, grad_norm: 1.6675 2021-01-20 07:42:33,770 - mmaction - INFO - Epoch [40][1200/2147] lr: 1.888e-01, eta: 9 days, 0:29:00, time: 1.644, data_time: 0.007, memory: 16628, top1_acc: 0.2991, top5_acc: 0.5482, loss_cls: 3.2210, loss: 3.2210, grad_norm: 1.6074 2021-01-20 07:43:03,439 - mmaction - INFO - Epoch [40][1220/2147] lr: 1.888e-01, eta: 9 days, 0:28:06, time: 1.488, data_time: 0.012, memory: 16628, top1_acc: 0.2938, top5_acc: 0.5518, loss_cls: 3.2694, loss: 3.2694, grad_norm: 1.6102 2021-01-20 07:43:33,312 - mmaction - INFO - Epoch [40][1240/2147] lr: 1.888e-01, eta: 9 days, 0:27:12, time: 1.491, data_time: 0.001, memory: 16628, top1_acc: 0.2906, top5_acc: 0.5527, loss_cls: 3.2762, loss: 3.2762, grad_norm: 1.6511 2021-01-20 07:44:02,053 - mmaction - INFO - Epoch [40][1260/2147] lr: 1.888e-01, eta: 9 days, 0:26:13, time: 1.439, data_time: 0.004, memory: 16628, top1_acc: 0.2942, top5_acc: 0.5522, loss_cls: 3.2624, loss: 3.2624, grad_norm: 1.6325 2021-01-20 07:44:30,468 - mmaction - INFO - Epoch [40][1280/2147] lr: 1.888e-01, eta: 9 days, 0:25:11, time: 1.421, data_time: 0.001, memory: 16628, top1_acc: 0.2942, top5_acc: 0.5567, loss_cls: 3.2113, loss: 3.2113, grad_norm: 1.6768 2021-01-20 07:45:00,774 - mmaction - INFO - Epoch [40][1300/2147] lr: 1.888e-01, eta: 9 days, 0:24:20, time: 1.515, data_time: 0.003, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5464, loss_cls: 3.2601, loss: 3.2601, grad_norm: 1.6319 2021-01-20 07:45:31,059 - mmaction - INFO - Epoch [40][1320/2147] lr: 1.888e-01, eta: 9 days, 0:23:28, time: 1.513, data_time: 0.002, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5500, loss_cls: 3.2471, loss: 3.2471, grad_norm: 1.6424 2021-01-20 07:46:04,780 - mmaction - INFO - Epoch [40][1340/2147] lr: 1.888e-01, eta: 9 days, 0:22:56, time: 1.686, data_time: 0.003, memory: 16628, top1_acc: 0.2973, top5_acc: 0.5487, loss_cls: 3.2610, loss: 3.2610, grad_norm: 1.6392 2021-01-20 07:46:35,179 - mmaction - INFO - Epoch [40][1360/2147] lr: 1.888e-01, eta: 9 days, 0:22:05, time: 1.516, data_time: 0.003, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5768, loss_cls: 3.1133, loss: 3.1133, grad_norm: 1.6076 2021-01-20 07:47:06,619 - mmaction - INFO - Epoch [40][1380/2147] lr: 1.888e-01, eta: 9 days, 0:21:19, time: 1.567, data_time: 0.011, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5451, loss_cls: 3.2237, loss: 3.2237, grad_norm: 1.6725 2021-01-20 07:47:38,600 - mmaction - INFO - Epoch [40][1400/2147] lr: 1.888e-01, eta: 9 days, 0:20:38, time: 1.607, data_time: 0.015, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5433, loss_cls: 3.2626, loss: 3.2626, grad_norm: 1.6730 2021-01-20 07:48:08,131 - mmaction - INFO - Epoch [40][1420/2147] lr: 1.888e-01, eta: 9 days, 0:19:43, time: 1.476, data_time: 0.004, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5353, loss_cls: 3.2566, loss: 3.2566, grad_norm: 1.6390 2021-01-20 07:48:38,908 - mmaction - INFO - Epoch [40][1440/2147] lr: 1.888e-01, eta: 9 days, 0:18:54, time: 1.539, data_time: 0.006, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5728, loss_cls: 3.1326, loss: 3.1326, grad_norm: 1.6904 2021-01-20 07:49:07,963 - mmaction - INFO - Epoch [40][1460/2147] lr: 1.888e-01, eta: 9 days, 0:17:56, time: 1.454, data_time: 0.009, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5509, loss_cls: 3.1942, loss: 3.1942, grad_norm: 1.6877 2021-01-20 07:49:38,579 - mmaction - INFO - Epoch [40][1480/2147] lr: 1.888e-01, eta: 9 days, 0:17:07, time: 1.533, data_time: 0.003, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5634, loss_cls: 3.1834, loss: 3.1834, grad_norm: 1.6473 2021-01-20 07:50:09,812 - mmaction - INFO - Epoch [40][1500/2147] lr: 1.888e-01, eta: 9 days, 0:16:21, time: 1.561, data_time: 0.002, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5580, loss_cls: 3.2572, loss: 3.2572, grad_norm: 1.7003 2021-01-20 07:50:42,005 - mmaction - INFO - Epoch [40][1520/2147] lr: 1.888e-01, eta: 9 days, 0:15:39, time: 1.604, data_time: 0.004, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5451, loss_cls: 3.2360, loss: 3.2360, grad_norm: 1.6312 2021-01-20 07:51:10,886 - mmaction - INFO - Epoch [40][1540/2147] lr: 1.888e-01, eta: 9 days, 0:14:41, time: 1.450, data_time: 0.013, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5549, loss_cls: 3.1958, loss: 3.1958, grad_norm: 1.6659 2021-01-20 07:51:44,786 - mmaction - INFO - Epoch [40][1560/2147] lr: 1.888e-01, eta: 9 days, 0:14:06, time: 1.662, data_time: 0.002, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5540, loss_cls: 3.2161, loss: 3.2161, grad_norm: 1.5977 2021-01-20 07:52:14,627 - mmaction - INFO - Epoch [40][1580/2147] lr: 1.888e-01, eta: 9 days, 0:13:16, time: 1.522, data_time: 0.035, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5625, loss_cls: 3.1771, loss: 3.1771, grad_norm: 1.6329 2021-01-20 07:52:43,827 - mmaction - INFO - Epoch [40][1600/2147] lr: 1.888e-01, eta: 9 days, 0:12:18, time: 1.456, data_time: 0.006, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5665, loss_cls: 3.1331, loss: 3.1331, grad_norm: 1.6307 2021-01-20 07:53:13,329 - mmaction - INFO - Epoch [40][1620/2147] lr: 1.888e-01, eta: 9 days, 0:11:23, time: 1.473, data_time: 0.014, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5750, loss_cls: 3.1427, loss: 3.1427, grad_norm: 1.7050 2021-01-20 07:53:47,898 - mmaction - INFO - Epoch [40][1640/2147] lr: 1.888e-01, eta: 9 days, 0:10:55, time: 1.733, data_time: 0.014, memory: 16628, top1_acc: 0.2924, top5_acc: 0.5402, loss_cls: 3.3017, loss: 3.3017, grad_norm: 1.6587 2021-01-20 07:54:20,239 - mmaction - INFO - Epoch [40][1660/2147] lr: 1.888e-01, eta: 9 days, 0:10:14, time: 1.610, data_time: 0.012, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5388, loss_cls: 3.2833, loss: 3.2833, grad_norm: 1.6305 2021-01-20 07:54:49,933 - mmaction - INFO - Epoch [40][1680/2147] lr: 1.888e-01, eta: 9 days, 0:09:21, time: 1.492, data_time: 0.022, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5674, loss_cls: 3.1339, loss: 3.1339, grad_norm: 1.6290 2021-01-20 07:55:19,096 - mmaction - INFO - Epoch [40][1700/2147] lr: 1.888e-01, eta: 9 days, 0:08:24, time: 1.463, data_time: 0.016, memory: 16628, top1_acc: 0.2929, top5_acc: 0.5460, loss_cls: 3.2634, loss: 3.2634, grad_norm: 1.6092 2021-01-20 07:55:50,135 - mmaction - INFO - Epoch [40][1720/2147] lr: 1.888e-01, eta: 9 days, 0:07:37, time: 1.549, data_time: 0.004, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5728, loss_cls: 3.1637, loss: 3.1637, grad_norm: 1.6418 2021-01-20 07:56:19,732 - mmaction - INFO - Epoch [40][1740/2147] lr: 1.888e-01, eta: 9 days, 0:06:42, time: 1.482, data_time: 0.007, memory: 16628, top1_acc: 0.2982, top5_acc: 0.5540, loss_cls: 3.2103, loss: 3.2103, grad_norm: 1.6331 2021-01-20 07:56:52,164 - mmaction - INFO - Epoch [40][1760/2147] lr: 1.888e-01, eta: 9 days, 0:06:03, time: 1.623, data_time: 0.054, memory: 16628, top1_acc: 0.3018, top5_acc: 0.5540, loss_cls: 3.2579, loss: 3.2579, grad_norm: 1.6797 2021-01-20 07:57:21,293 - mmaction - INFO - Epoch [40][1780/2147] lr: 1.888e-01, eta: 9 days, 0:05:06, time: 1.457, data_time: 0.008, memory: 16628, top1_acc: 0.2964, top5_acc: 0.5420, loss_cls: 3.2883, loss: 3.2883, grad_norm: 1.6623 2021-01-20 07:57:50,437 - mmaction - INFO - Epoch [40][1800/2147] lr: 1.888e-01, eta: 9 days, 0:04:08, time: 1.454, data_time: 0.002, memory: 16628, top1_acc: 0.2862, top5_acc: 0.5375, loss_cls: 3.3027, loss: 3.3027, grad_norm: 1.6391 2021-01-20 07:58:19,506 - mmaction - INFO - Epoch [40][1820/2147] lr: 1.888e-01, eta: 9 days, 0:03:10, time: 1.454, data_time: 0.010, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5607, loss_cls: 3.1751, loss: 3.1751, grad_norm: 1.6035 2021-01-20 07:58:50,278 - mmaction - INFO - Epoch [40][1840/2147] lr: 1.888e-01, eta: 9 days, 0:02:22, time: 1.541, data_time: 0.005, memory: 16628, top1_acc: 0.2911, top5_acc: 0.5545, loss_cls: 3.2143, loss: 3.2143, grad_norm: 1.6354 2021-01-20 07:59:18,868 - mmaction - INFO - Epoch [40][1860/2147] lr: 1.888e-01, eta: 9 days, 0:01:22, time: 1.429, data_time: 0.004, memory: 16628, top1_acc: 0.2853, top5_acc: 0.5393, loss_cls: 3.2828, loss: 3.2828, grad_norm: 1.6456 2021-01-20 07:59:48,938 - mmaction - INFO - Epoch [40][1880/2147] lr: 1.888e-01, eta: 9 days, 0:00:30, time: 1.504, data_time: 0.003, memory: 16628, top1_acc: 0.2902, top5_acc: 0.5473, loss_cls: 3.2325, loss: 3.2325, grad_norm: 1.6500 2021-01-20 08:00:18,249 - mmaction - INFO - Epoch [40][1900/2147] lr: 1.888e-01, eta: 8 days, 23:59:33, time: 1.464, data_time: 0.004, memory: 16628, top1_acc: 0.2911, top5_acc: 0.5571, loss_cls: 3.2649, loss: 3.2649, grad_norm: 1.6616 2021-01-20 08:00:47,322 - mmaction - INFO - Epoch [40][1920/2147] lr: 1.888e-01, eta: 8 days, 23:58:36, time: 1.455, data_time: 0.004, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5580, loss_cls: 3.1977, loss: 3.1977, grad_norm: 1.6451 2021-01-20 08:01:17,496 - mmaction - INFO - Epoch [40][1940/2147] lr: 1.888e-01, eta: 8 days, 23:57:44, time: 1.508, data_time: 0.003, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5598, loss_cls: 3.1891, loss: 3.1891, grad_norm: 1.5936 2021-01-20 08:01:49,250 - mmaction - INFO - Epoch [40][1960/2147] lr: 1.888e-01, eta: 8 days, 23:57:01, time: 1.589, data_time: 0.006, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5777, loss_cls: 3.1787, loss: 3.1787, grad_norm: 1.6464 2021-01-20 08:02:20,217 - mmaction - INFO - Epoch [40][1980/2147] lr: 1.888e-01, eta: 8 days, 23:56:14, time: 1.549, data_time: 0.007, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5643, loss_cls: 3.1874, loss: 3.1874, grad_norm: 1.6821 2021-01-20 08:02:50,729 - mmaction - INFO - Epoch [40][2000/2147] lr: 1.888e-01, eta: 8 days, 23:55:24, time: 1.524, data_time: 0.003, memory: 16628, top1_acc: 0.2982, top5_acc: 0.5482, loss_cls: 3.2591, loss: 3.2591, grad_norm: 1.6522 2021-01-20 08:03:23,949 - mmaction - INFO - Epoch [40][2020/2147] lr: 1.888e-01, eta: 8 days, 23:54:49, time: 1.658, data_time: 0.005, memory: 16628, top1_acc: 0.2946, top5_acc: 0.5473, loss_cls: 3.2816, loss: 3.2816, grad_norm: 1.6227 2021-01-20 08:03:56,312 - mmaction - INFO - Epoch [40][2040/2147] lr: 1.888e-01, eta: 8 days, 23:54:09, time: 1.620, data_time: 0.009, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5638, loss_cls: 3.2021, loss: 3.2021, grad_norm: 1.6386 2021-01-20 08:04:28,831 - mmaction - INFO - Epoch [40][2060/2147] lr: 1.888e-01, eta: 8 days, 23:53:30, time: 1.621, data_time: 0.005, memory: 16628, top1_acc: 0.2964, top5_acc: 0.5388, loss_cls: 3.2565, loss: 3.2565, grad_norm: 1.6464 2021-01-20 08:05:01,046 - mmaction - INFO - Epoch [40][2080/2147] lr: 1.888e-01, eta: 8 days, 23:52:50, time: 1.616, data_time: 0.009, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5728, loss_cls: 3.1271, loss: 3.1271, grad_norm: 1.6251 2021-01-20 08:05:29,857 - mmaction - INFO - Epoch [40][2100/2147] lr: 1.888e-01, eta: 8 days, 23:51:51, time: 1.443, data_time: 0.005, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5554, loss_cls: 3.1912, loss: 3.1912, grad_norm: 1.6377 2021-01-20 08:06:01,737 - mmaction - INFO - Epoch [40][2120/2147] lr: 1.888e-01, eta: 8 days, 23:51:08, time: 1.589, data_time: 0.003, memory: 16628, top1_acc: 0.2973, top5_acc: 0.5603, loss_cls: 3.2157, loss: 3.2157, grad_norm: 1.6345 2021-01-20 08:06:32,149 - mmaction - INFO - Epoch [40][2140/2147] lr: 1.888e-01, eta: 8 days, 23:50:18, time: 1.524, data_time: 0.007, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5464, loss_cls: 3.2890, loss: 3.2890, grad_norm: 1.6223 2021-01-20 08:07:01,232 - mmaction - INFO - Saving checkpoint at 40 epochs 2021-01-20 08:23:38,347 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-20 08:23:39,214 - mmaction - INFO - top1_acc 0.3667 top5_acc 0.6411 2021-01-20 08:23:39,215 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-20 08:23:39,275 - mmaction - INFO - mean_acc 0.3666 2021-01-20 08:23:39,276 - mmaction - INFO - Now best checkpoint is epoch_40.pth 2021-01-20 08:23:39,288 - mmaction - INFO - Epoch(val) [40][2147] top1_acc: 0.3667, top5_acc: 0.6411, mean_class_accuracy: 0.3666 2021-01-20 08:27:44,120 - mmaction - INFO - Epoch [41][20/2147] lr: 1.882e-01, eta: 9 days, 0:07:30, time: 12.236, data_time: 10.674, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5683, loss_cls: 3.1520, loss: 3.1520, grad_norm: 1.6586 2021-01-20 08:28:14,347 - mmaction - INFO - Epoch [41][40/2147] lr: 1.882e-01, eta: 9 days, 0:06:39, time: 1.514, data_time: 0.009, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5687, loss_cls: 3.1711, loss: 3.1711, grad_norm: 1.6730 2021-01-20 08:28:43,646 - mmaction - INFO - Epoch [41][60/2147] lr: 1.882e-01, eta: 9 days, 0:05:42, time: 1.460, data_time: 0.003, memory: 16628, top1_acc: 0.3063, top5_acc: 0.5656, loss_cls: 3.1822, loss: 3.1822, grad_norm: 1.6523 2021-01-20 08:29:14,794 - mmaction - INFO - Epoch [41][80/2147] lr: 1.882e-01, eta: 9 days, 0:04:56, time: 1.561, data_time: 0.007, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5786, loss_cls: 3.1060, loss: 3.1060, grad_norm: 1.6562 2021-01-20 08:29:43,321 - mmaction - INFO - Epoch [41][100/2147] lr: 1.882e-01, eta: 9 days, 0:03:55, time: 1.425, data_time: 0.004, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5687, loss_cls: 3.1816, loss: 3.1816, grad_norm: 1.6859 2021-01-20 08:30:12,561 - mmaction - INFO - Epoch [41][120/2147] lr: 1.882e-01, eta: 9 days, 0:02:58, time: 1.463, data_time: 0.007, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5536, loss_cls: 3.2049, loss: 3.2049, grad_norm: 1.7039 2021-01-20 08:30:44,430 - mmaction - INFO - Epoch [41][140/2147] lr: 1.882e-01, eta: 9 days, 0:02:15, time: 1.594, data_time: 0.010, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5549, loss_cls: 3.2263, loss: 3.2263, grad_norm: 1.6526 2021-01-20 08:31:13,375 - mmaction - INFO - Epoch [41][160/2147] lr: 1.882e-01, eta: 9 days, 0:01:17, time: 1.450, data_time: 0.004, memory: 16628, top1_acc: 0.2946, top5_acc: 0.5487, loss_cls: 3.2787, loss: 3.2787, grad_norm: 1.6107 2021-01-20 08:31:45,050 - mmaction - INFO - Epoch [41][180/2147] lr: 1.882e-01, eta: 9 days, 0:00:23, time: 1.481, data_time: 0.001, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5848, loss_cls: 3.0834, loss: 3.0834, grad_norm: 1.6137 2021-01-20 08:32:14,178 - mmaction - INFO - Epoch [41][200/2147] lr: 1.882e-01, eta: 8 days, 23:59:36, time: 1.559, data_time: 0.107, memory: 16628, top1_acc: 0.2924, top5_acc: 0.5518, loss_cls: 3.2852, loss: 3.2852, grad_norm: 1.6510 2021-01-20 08:32:43,471 - mmaction - INFO - Epoch [41][220/2147] lr: 1.882e-01, eta: 8 days, 23:58:40, time: 1.463, data_time: 0.006, memory: 16628, top1_acc: 0.3063, top5_acc: 0.5598, loss_cls: 3.2132, loss: 3.2132, grad_norm: 1.6662 2021-01-20 08:33:13,316 - mmaction - INFO - Epoch [41][240/2147] lr: 1.882e-01, eta: 8 days, 23:57:46, time: 1.489, data_time: 0.009, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5571, loss_cls: 3.1930, loss: 3.1930, grad_norm: 1.6140 2021-01-20 08:33:43,561 - mmaction - INFO - Epoch [41][260/2147] lr: 1.882e-01, eta: 8 days, 23:56:54, time: 1.507, data_time: 0.014, memory: 16628, top1_acc: 0.2982, top5_acc: 0.5518, loss_cls: 3.2634, loss: 3.2634, grad_norm: 1.6496 2021-01-20 08:34:12,246 - mmaction - INFO - Epoch [41][280/2147] lr: 1.882e-01, eta: 8 days, 23:55:55, time: 1.445, data_time: 0.016, memory: 16628, top1_acc: 0.2982, top5_acc: 0.5643, loss_cls: 3.1728, loss: 3.1728, grad_norm: 1.6338 2021-01-20 08:34:46,451 - mmaction - INFO - Epoch [41][300/2147] lr: 1.882e-01, eta: 8 days, 23:55:25, time: 1.707, data_time: 0.005, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5701, loss_cls: 3.1570, loss: 3.1570, grad_norm: 1.6583 2021-01-20 08:35:17,769 - mmaction - INFO - Epoch [41][320/2147] lr: 1.882e-01, eta: 8 days, 23:54:40, time: 1.567, data_time: 0.010, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5643, loss_cls: 3.2096, loss: 3.2096, grad_norm: 1.6755 2021-01-20 08:35:49,200 - mmaction - INFO - Epoch [41][340/2147] lr: 1.882e-01, eta: 8 days, 23:53:55, time: 1.572, data_time: 0.008, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5594, loss_cls: 3.2076, loss: 3.2076, grad_norm: 1.6293 2021-01-20 08:36:18,999 - mmaction - INFO - Epoch [41][360/2147] lr: 1.882e-01, eta: 8 days, 23:53:01, time: 1.486, data_time: 0.009, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5817, loss_cls: 3.0998, loss: 3.0998, grad_norm: 1.6727 2021-01-20 08:36:59,079 - mmaction - INFO - Epoch [41][380/2147] lr: 1.882e-01, eta: 8 days, 23:53:02, time: 2.004, data_time: 0.032, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5491, loss_cls: 3.2876, loss: 3.2876, grad_norm: 1.6440 2021-01-20 08:37:30,225 - mmaction - INFO - Epoch [41][400/2147] lr: 1.882e-01, eta: 8 days, 23:52:16, time: 1.557, data_time: 0.008, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5661, loss_cls: 3.1809, loss: 3.1809, grad_norm: 1.6305 2021-01-20 08:38:02,917 - mmaction - INFO - Epoch [41][420/2147] lr: 1.882e-01, eta: 8 days, 23:51:37, time: 1.627, data_time: 0.009, memory: 16628, top1_acc: 0.2884, top5_acc: 0.5415, loss_cls: 3.2589, loss: 3.2589, grad_norm: 1.6902 2021-01-20 08:38:34,311 - mmaction - INFO - Epoch [41][440/2147] lr: 1.882e-01, eta: 8 days, 23:50:52, time: 1.573, data_time: 0.020, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5549, loss_cls: 3.1954, loss: 3.1954, grad_norm: 1.6701 2021-01-20 08:39:06,098 - mmaction - INFO - Epoch [41][460/2147] lr: 1.882e-01, eta: 8 days, 23:50:10, time: 1.598, data_time: 0.013, memory: 16628, top1_acc: 0.3000, top5_acc: 0.5737, loss_cls: 3.1686, loss: 3.1686, grad_norm: 1.6350 2021-01-20 08:39:35,618 - mmaction - INFO - Epoch [41][480/2147] lr: 1.882e-01, eta: 8 days, 23:49:15, time: 1.473, data_time: 0.003, memory: 16628, top1_acc: 0.2871, top5_acc: 0.5460, loss_cls: 3.2258, loss: 3.2258, grad_norm: 1.6363 2021-01-20 08:40:06,346 - mmaction - INFO - Epoch [41][500/2147] lr: 1.882e-01, eta: 8 days, 23:48:26, time: 1.537, data_time: 0.006, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5737, loss_cls: 3.1257, loss: 3.1257, grad_norm: 1.6797 2021-01-20 08:40:38,021 - mmaction - INFO - Epoch [41][520/2147] lr: 1.882e-01, eta: 8 days, 23:47:43, time: 1.588, data_time: 0.009, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5750, loss_cls: 3.1081, loss: 3.1081, grad_norm: 1.6953 2021-01-20 08:41:08,139 - mmaction - INFO - Epoch [41][540/2147] lr: 1.882e-01, eta: 8 days, 23:46:51, time: 1.506, data_time: 0.002, memory: 16628, top1_acc: 0.2964, top5_acc: 0.5701, loss_cls: 3.1863, loss: 3.1863, grad_norm: 1.6388 2021-01-20 08:41:40,940 - mmaction - INFO - Epoch [41][560/2147] lr: 1.882e-01, eta: 8 days, 23:45:59, time: 1.509, data_time: 0.002, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5737, loss_cls: 3.1458, loss: 3.1458, grad_norm: 1.6310 2021-01-20 08:42:13,457 - mmaction - INFO - Epoch [41][580/2147] lr: 1.882e-01, eta: 8 days, 23:45:34, time: 1.756, data_time: 0.141, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5705, loss_cls: 3.1637, loss: 3.1637, grad_norm: 1.6558 2021-01-20 08:42:44,827 - mmaction - INFO - Epoch [41][600/2147] lr: 1.882e-01, eta: 8 days, 23:44:49, time: 1.569, data_time: 0.004, memory: 16628, top1_acc: 0.2915, top5_acc: 0.5513, loss_cls: 3.2543, loss: 3.2543, grad_norm: 1.6544 2021-01-20 08:43:15,595 - mmaction - INFO - Epoch [41][620/2147] lr: 1.882e-01, eta: 8 days, 23:44:01, time: 1.537, data_time: 0.004, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5763, loss_cls: 3.1413, loss: 3.1413, grad_norm: 1.6668 2021-01-20 08:43:46,516 - mmaction - INFO - Epoch [41][640/2147] lr: 1.882e-01, eta: 8 days, 23:43:13, time: 1.546, data_time: 0.005, memory: 16628, top1_acc: 0.2862, top5_acc: 0.5344, loss_cls: 3.2886, loss: 3.2886, grad_norm: 1.6874 2021-01-20 08:44:15,555 - mmaction - INFO - Epoch [41][660/2147] lr: 1.882e-01, eta: 8 days, 23:42:16, time: 1.453, data_time: 0.005, memory: 16628, top1_acc: 0.2969, top5_acc: 0.5679, loss_cls: 3.2123, loss: 3.2123, grad_norm: 1.6524 2021-01-20 08:44:47,883 - mmaction - INFO - Epoch [41][680/2147] lr: 1.882e-01, eta: 8 days, 23:41:35, time: 1.615, data_time: 0.012, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5674, loss_cls: 3.2086, loss: 3.2086, grad_norm: 1.6703 2021-01-20 08:45:19,463 - mmaction - INFO - Epoch [41][700/2147] lr: 1.882e-01, eta: 8 days, 23:40:51, time: 1.570, data_time: 0.010, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5634, loss_cls: 3.1931, loss: 3.1931, grad_norm: 1.7104 2021-01-20 08:45:50,222 - mmaction - INFO - Epoch [41][720/2147] lr: 1.882e-01, eta: 8 days, 23:40:03, time: 1.543, data_time: 0.013, memory: 16628, top1_acc: 0.2866, top5_acc: 0.5442, loss_cls: 3.3001, loss: 3.3001, grad_norm: 1.6315 2021-01-20 08:46:19,130 - mmaction - INFO - Epoch [41][740/2147] lr: 1.882e-01, eta: 8 days, 23:39:05, time: 1.452, data_time: 0.008, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5500, loss_cls: 3.2104, loss: 3.2104, grad_norm: 1.6411 2021-01-20 08:46:49,744 - mmaction - INFO - Epoch [41][760/2147] lr: 1.882e-01, eta: 8 days, 23:38:16, time: 1.528, data_time: 0.002, memory: 16628, top1_acc: 0.3063, top5_acc: 0.5612, loss_cls: 3.2060, loss: 3.2060, grad_norm: 1.6443 2021-01-20 08:47:18,530 - mmaction - INFO - Epoch [41][780/2147] lr: 1.882e-01, eta: 8 days, 23:37:17, time: 1.440, data_time: 0.009, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5652, loss_cls: 3.1405, loss: 3.1405, grad_norm: 1.6406 2021-01-20 08:47:47,803 - mmaction - INFO - Epoch [41][800/2147] lr: 1.882e-01, eta: 8 days, 23:36:21, time: 1.464, data_time: 0.005, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5527, loss_cls: 3.1986, loss: 3.1986, grad_norm: 1.6948 2021-01-20 08:48:16,824 - mmaction - INFO - Epoch [41][820/2147] lr: 1.882e-01, eta: 8 days, 23:35:23, time: 1.453, data_time: 0.011, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5446, loss_cls: 3.2121, loss: 3.2121, grad_norm: 1.6717 2021-01-20 08:48:47,340 - mmaction - INFO - Epoch [41][840/2147] lr: 1.882e-01, eta: 8 days, 23:34:33, time: 1.525, data_time: 0.003, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5741, loss_cls: 3.1605, loss: 3.1605, grad_norm: 1.6262 2021-01-20 08:49:15,921 - mmaction - INFO - Epoch [41][860/2147] lr: 1.882e-01, eta: 8 days, 23:33:34, time: 1.429, data_time: 0.003, memory: 16628, top1_acc: 0.3004, top5_acc: 0.5518, loss_cls: 3.2564, loss: 3.2564, grad_norm: 1.6842 2021-01-20 08:49:45,284 - mmaction - INFO - Epoch [41][880/2147] lr: 1.882e-01, eta: 8 days, 23:32:37, time: 1.461, data_time: 0.003, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5746, loss_cls: 3.1501, loss: 3.1501, grad_norm: 1.6271 2021-01-20 08:50:16,664 - mmaction - INFO - Epoch [41][900/2147] lr: 1.882e-01, eta: 8 days, 23:31:53, time: 1.577, data_time: 0.011, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5670, loss_cls: 3.1936, loss: 3.1936, grad_norm: 1.6410 2021-01-20 08:50:45,653 - mmaction - INFO - Epoch [41][920/2147] lr: 1.882e-01, eta: 8 days, 23:30:55, time: 1.447, data_time: 0.004, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5576, loss_cls: 3.2203, loss: 3.2203, grad_norm: 1.6232 2021-01-20 08:51:17,427 - mmaction - INFO - Epoch [41][940/2147] lr: 1.882e-01, eta: 8 days, 23:30:12, time: 1.591, data_time: 0.007, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5647, loss_cls: 3.2244, loss: 3.2244, grad_norm: 1.6632 2021-01-20 08:51:51,886 - mmaction - INFO - Epoch [41][960/2147] lr: 1.882e-01, eta: 8 days, 23:29:44, time: 1.723, data_time: 0.002, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5509, loss_cls: 3.2252, loss: 3.2252, grad_norm: 1.6560 2021-01-20 08:52:20,598 - mmaction - INFO - Epoch [41][980/2147] lr: 1.882e-01, eta: 8 days, 23:28:44, time: 1.434, data_time: 0.002, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5728, loss_cls: 3.1405, loss: 3.1405, grad_norm: 1.6248 2021-01-20 08:52:50,723 - mmaction - INFO - Epoch [41][1000/2147] lr: 1.882e-01, eta: 8 days, 23:27:53, time: 1.508, data_time: 0.005, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5701, loss_cls: 3.1811, loss: 3.1811, grad_norm: 1.6464 2021-01-20 08:53:22,291 - mmaction - INFO - Epoch [41][1020/2147] lr: 1.882e-01, eta: 8 days, 23:27:09, time: 1.579, data_time: 0.003, memory: 16628, top1_acc: 0.2804, top5_acc: 0.5460, loss_cls: 3.3222, loss: 3.3222, grad_norm: 1.6368 2021-01-20 08:53:51,900 - mmaction - INFO - Epoch [41][1040/2147] lr: 1.882e-01, eta: 8 days, 23:26:14, time: 1.476, data_time: 0.003, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5625, loss_cls: 3.1837, loss: 3.1837, grad_norm: 1.6188 2021-01-20 08:54:21,298 - mmaction - INFO - Epoch [41][1060/2147] lr: 1.882e-01, eta: 8 days, 23:25:19, time: 1.474, data_time: 0.007, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5571, loss_cls: 3.1908, loss: 3.1908, grad_norm: 1.6373 2021-01-20 08:54:51,450 - mmaction - INFO - Epoch [41][1080/2147] lr: 1.882e-01, eta: 8 days, 23:24:27, time: 1.505, data_time: 0.003, memory: 16628, top1_acc: 0.3004, top5_acc: 0.5518, loss_cls: 3.2538, loss: 3.2538, grad_norm: 1.6236 2021-01-20 08:55:20,164 - mmaction - INFO - Epoch [41][1100/2147] lr: 1.882e-01, eta: 8 days, 23:23:29, time: 1.438, data_time: 0.005, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5710, loss_cls: 3.1035, loss: 3.1035, grad_norm: 1.6390 2021-01-20 08:55:50,194 - mmaction - INFO - Epoch [41][1120/2147] lr: 1.882e-01, eta: 8 days, 23:22:36, time: 1.499, data_time: 0.002, memory: 16628, top1_acc: 0.3004, top5_acc: 0.5616, loss_cls: 3.1869, loss: 3.1869, grad_norm: 1.6803 2021-01-20 08:56:18,713 - mmaction - INFO - Epoch [41][1140/2147] lr: 1.882e-01, eta: 8 days, 23:21:36, time: 1.428, data_time: 0.005, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5638, loss_cls: 3.1792, loss: 3.1792, grad_norm: 1.6430 2021-01-20 08:56:50,310 - mmaction - INFO - Epoch [41][1160/2147] lr: 1.882e-01, eta: 8 days, 23:20:53, time: 1.580, data_time: 0.004, memory: 16628, top1_acc: 0.2955, top5_acc: 0.5304, loss_cls: 3.3154, loss: 3.3154, grad_norm: 1.6848 2021-01-20 08:57:20,070 - mmaction - INFO - Epoch [41][1180/2147] lr: 1.882e-01, eta: 8 days, 23:19:59, time: 1.487, data_time: 0.003, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5603, loss_cls: 3.1609, loss: 3.1609, grad_norm: 1.6427 2021-01-20 08:57:50,405 - mmaction - INFO - Epoch [41][1200/2147] lr: 1.882e-01, eta: 8 days, 23:19:09, time: 1.518, data_time: 0.006, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5585, loss_cls: 3.1981, loss: 3.1981, grad_norm: 1.6327 2021-01-20 08:58:20,508 - mmaction - INFO - Epoch [41][1220/2147] lr: 1.882e-01, eta: 8 days, 23:18:17, time: 1.502, data_time: 0.005, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5723, loss_cls: 3.1276, loss: 3.1276, grad_norm: 1.6620 2021-01-20 08:58:50,311 - mmaction - INFO - Epoch [41][1240/2147] lr: 1.882e-01, eta: 8 days, 23:17:23, time: 1.486, data_time: 0.010, memory: 16628, top1_acc: 0.2946, top5_acc: 0.5482, loss_cls: 3.2709, loss: 3.2709, grad_norm: 1.6960 2021-01-20 08:59:19,200 - mmaction - INFO - Epoch [41][1260/2147] lr: 1.882e-01, eta: 8 days, 23:16:26, time: 1.453, data_time: 0.012, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5540, loss_cls: 3.2318, loss: 3.2318, grad_norm: 1.6887 2021-01-20 08:59:53,108 - mmaction - INFO - Epoch [41][1280/2147] lr: 1.882e-01, eta: 8 days, 23:15:54, time: 1.691, data_time: 0.002, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5705, loss_cls: 3.2063, loss: 3.2063, grad_norm: 1.6719 2021-01-20 09:00:21,971 - mmaction - INFO - Epoch [41][1300/2147] lr: 1.882e-01, eta: 8 days, 23:14:56, time: 1.445, data_time: 0.007, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5687, loss_cls: 3.1845, loss: 3.1845, grad_norm: 1.6462 2021-01-20 09:00:52,692 - mmaction - INFO - Epoch [41][1320/2147] lr: 1.882e-01, eta: 8 days, 23:14:08, time: 1.538, data_time: 0.008, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5696, loss_cls: 3.1626, loss: 3.1626, grad_norm: 1.6772 2021-01-20 09:01:23,387 - mmaction - INFO - Epoch [41][1340/2147] lr: 1.882e-01, eta: 8 days, 23:13:19, time: 1.534, data_time: 0.003, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5674, loss_cls: 3.1406, loss: 3.1406, grad_norm: 1.6657 2021-01-20 09:01:54,988 - mmaction - INFO - Epoch [41][1360/2147] lr: 1.882e-01, eta: 8 days, 23:12:35, time: 1.576, data_time: 0.009, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5661, loss_cls: 3.1840, loss: 3.1840, grad_norm: 1.6546 2021-01-20 09:02:25,736 - mmaction - INFO - Epoch [41][1380/2147] lr: 1.882e-01, eta: 8 days, 23:11:47, time: 1.541, data_time: 0.008, memory: 16628, top1_acc: 0.3250, top5_acc: 0.5750, loss_cls: 3.0721, loss: 3.0721, grad_norm: 1.6608 2021-01-20 09:02:55,386 - mmaction - INFO - Epoch [41][1400/2147] lr: 1.882e-01, eta: 8 days, 23:10:54, time: 1.485, data_time: 0.007, memory: 16628, top1_acc: 0.2973, top5_acc: 0.5464, loss_cls: 3.2302, loss: 3.2302, grad_norm: 1.6752 2021-01-20 09:03:25,688 - mmaction - INFO - Epoch [41][1420/2147] lr: 1.882e-01, eta: 8 days, 23:10:03, time: 1.511, data_time: 0.002, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5714, loss_cls: 3.1664, loss: 3.1664, grad_norm: 1.6646 2021-01-20 09:03:55,002 - mmaction - INFO - Epoch [41][1440/2147] lr: 1.882e-01, eta: 8 days, 23:09:07, time: 1.467, data_time: 0.013, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5554, loss_cls: 3.1823, loss: 3.1823, grad_norm: 1.6386 2021-01-20 09:04:25,840 - mmaction - INFO - Epoch [41][1460/2147] lr: 1.882e-01, eta: 8 days, 23:08:20, time: 1.544, data_time: 0.006, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5638, loss_cls: 3.1779, loss: 3.1779, grad_norm: 1.6728 2021-01-20 09:04:55,460 - mmaction - INFO - Epoch [41][1480/2147] lr: 1.882e-01, eta: 8 days, 23:07:26, time: 1.480, data_time: 0.005, memory: 16628, top1_acc: 0.2879, top5_acc: 0.5375, loss_cls: 3.3083, loss: 3.3083, grad_norm: 1.6615 2021-01-20 09:05:26,387 - mmaction - INFO - Epoch [41][1500/2147] lr: 1.882e-01, eta: 8 days, 23:06:39, time: 1.546, data_time: 0.003, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5540, loss_cls: 3.2276, loss: 3.2276, grad_norm: 1.6511 2021-01-20 09:05:56,726 - mmaction - INFO - Epoch [41][1520/2147] lr: 1.882e-01, eta: 8 days, 23:05:48, time: 1.518, data_time: 0.004, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5768, loss_cls: 3.1643, loss: 3.1643, grad_norm: 1.5914 2021-01-20 09:06:25,622 - mmaction - INFO - Epoch [41][1540/2147] lr: 1.882e-01, eta: 8 days, 23:04:50, time: 1.442, data_time: 0.002, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5665, loss_cls: 3.1585, loss: 3.1585, grad_norm: 1.6436 2021-01-20 09:06:56,493 - mmaction - INFO - Epoch [41][1560/2147] lr: 1.882e-01, eta: 8 days, 23:04:03, time: 1.545, data_time: 0.005, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5705, loss_cls: 3.1693, loss: 3.1693, grad_norm: 1.6162 2021-01-20 09:07:27,972 - mmaction - INFO - Epoch [41][1580/2147] lr: 1.882e-01, eta: 8 days, 23:03:19, time: 1.573, data_time: 0.007, memory: 16628, top1_acc: 0.3013, top5_acc: 0.5491, loss_cls: 3.2339, loss: 3.2339, grad_norm: 1.6301 2021-01-20 09:07:59,350 - mmaction - INFO - Epoch [41][1600/2147] lr: 1.882e-01, eta: 8 days, 23:02:34, time: 1.567, data_time: 0.004, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5692, loss_cls: 3.1491, loss: 3.1491, grad_norm: 1.6265 2021-01-20 09:08:29,552 - mmaction - INFO - Epoch [41][1620/2147] lr: 1.882e-01, eta: 8 days, 23:01:43, time: 1.513, data_time: 0.006, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5661, loss_cls: 3.2168, loss: 3.2168, grad_norm: 1.6175 2021-01-20 09:09:00,113 - mmaction - INFO - Epoch [41][1640/2147] lr: 1.882e-01, eta: 8 days, 23:00:54, time: 1.529, data_time: 0.006, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5656, loss_cls: 3.1625, loss: 3.1625, grad_norm: 1.6260 2021-01-20 09:09:28,717 - mmaction - INFO - Epoch [41][1660/2147] lr: 1.882e-01, eta: 8 days, 22:59:55, time: 1.429, data_time: 0.002, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5786, loss_cls: 3.1126, loss: 3.1126, grad_norm: 1.6852 2021-01-20 09:09:57,522 - mmaction - INFO - Epoch [41][1680/2147] lr: 1.882e-01, eta: 8 days, 22:58:57, time: 1.442, data_time: 0.011, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5540, loss_cls: 3.2025, loss: 3.2025, grad_norm: 1.6874 2021-01-20 09:10:31,583 - mmaction - INFO - Epoch [41][1700/2147] lr: 1.882e-01, eta: 8 days, 22:58:26, time: 1.701, data_time: 0.002, memory: 16628, top1_acc: 0.3000, top5_acc: 0.5397, loss_cls: 3.3132, loss: 3.3132, grad_norm: 1.6448 2021-01-20 09:11:00,359 - mmaction - INFO - Epoch [41][1720/2147] lr: 1.882e-01, eta: 8 days, 22:57:28, time: 1.441, data_time: 0.006, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5665, loss_cls: 3.1744, loss: 3.1744, grad_norm: 1.6055 2021-01-20 09:11:29,182 - mmaction - INFO - Epoch [41][1740/2147] lr: 1.882e-01, eta: 8 days, 22:56:29, time: 1.440, data_time: 0.002, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5576, loss_cls: 3.2128, loss: 3.2128, grad_norm: 1.6536 2021-01-20 09:12:00,220 - mmaction - INFO - Epoch [41][1760/2147] lr: 1.882e-01, eta: 8 days, 22:55:42, time: 1.545, data_time: 0.004, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5634, loss_cls: 3.1812, loss: 3.1812, grad_norm: 1.6506 2021-01-20 09:12:29,023 - mmaction - INFO - Epoch [41][1780/2147] lr: 1.882e-01, eta: 8 days, 22:54:45, time: 1.447, data_time: 0.009, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5598, loss_cls: 3.2520, loss: 3.2520, grad_norm: 1.6864 2021-01-20 09:12:59,942 - mmaction - INFO - Epoch [41][1800/2147] lr: 1.882e-01, eta: 8 days, 22:53:58, time: 1.546, data_time: 0.008, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5679, loss_cls: 3.1946, loss: 3.1946, grad_norm: 1.6659 2021-01-20 09:13:30,061 - mmaction - INFO - Epoch [41][1820/2147] lr: 1.882e-01, eta: 8 days, 22:53:06, time: 1.506, data_time: 0.002, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5612, loss_cls: 3.1746, loss: 3.1746, grad_norm: 1.6351 2021-01-20 09:14:02,338 - mmaction - INFO - Epoch [41][1840/2147] lr: 1.882e-01, eta: 8 days, 22:52:26, time: 1.612, data_time: 0.002, memory: 16628, top1_acc: 0.2955, top5_acc: 0.5437, loss_cls: 3.3370, loss: 3.3370, grad_norm: 1.6820 2021-01-20 09:14:31,103 - mmaction - INFO - Epoch [41][1860/2147] lr: 1.882e-01, eta: 8 days, 22:51:28, time: 1.440, data_time: 0.007, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5812, loss_cls: 3.1250, loss: 3.1250, grad_norm: 1.5913 2021-01-20 09:15:00,352 - mmaction - INFO - Epoch [41][1880/2147] lr: 1.882e-01, eta: 8 days, 22:50:32, time: 1.462, data_time: 0.007, memory: 16628, top1_acc: 0.2884, top5_acc: 0.5371, loss_cls: 3.2956, loss: 3.2956, grad_norm: 1.6680 2021-01-20 09:15:31,306 - mmaction - INFO - Epoch [41][1900/2147] lr: 1.882e-01, eta: 8 days, 22:49:45, time: 1.547, data_time: 0.003, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5545, loss_cls: 3.2320, loss: 3.2320, grad_norm: 1.6062 2021-01-20 09:15:59,767 - mmaction - INFO - Epoch [41][1920/2147] lr: 1.882e-01, eta: 8 days, 22:48:45, time: 1.425, data_time: 0.005, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5607, loss_cls: 3.1945, loss: 3.1945, grad_norm: 1.6347 2021-01-20 09:16:31,000 - mmaction - INFO - Epoch [41][1940/2147] lr: 1.882e-01, eta: 8 days, 22:48:00, time: 1.562, data_time: 0.003, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5522, loss_cls: 3.2613, loss: 3.2613, grad_norm: 1.6792 2021-01-20 09:16:59,795 - mmaction - INFO - Epoch [41][1960/2147] lr: 1.882e-01, eta: 8 days, 22:47:02, time: 1.437, data_time: 0.007, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5754, loss_cls: 3.1848, loss: 3.1848, grad_norm: 1.6427 2021-01-20 09:17:31,317 - mmaction - INFO - Epoch [41][1980/2147] lr: 1.882e-01, eta: 8 days, 22:46:18, time: 1.579, data_time: 0.009, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5683, loss_cls: 3.1722, loss: 3.1722, grad_norm: 1.6306 2021-01-20 09:18:00,471 - mmaction - INFO - Epoch [41][2000/2147] lr: 1.882e-01, eta: 8 days, 22:45:22, time: 1.456, data_time: 0.002, memory: 16628, top1_acc: 0.2991, top5_acc: 0.5571, loss_cls: 3.2326, loss: 3.2326, grad_norm: 1.6818 2021-01-20 09:18:29,531 - mmaction - INFO - Epoch [41][2020/2147] lr: 1.882e-01, eta: 8 days, 22:44:25, time: 1.454, data_time: 0.005, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5491, loss_cls: 3.2143, loss: 3.2143, grad_norm: 1.6591 2021-01-20 09:18:59,696 - mmaction - INFO - Epoch [41][2040/2147] lr: 1.882e-01, eta: 8 days, 22:43:34, time: 1.505, data_time: 0.007, memory: 16628, top1_acc: 0.2893, top5_acc: 0.5562, loss_cls: 3.2102, loss: 3.2102, grad_norm: 1.6826 2021-01-20 09:19:28,520 - mmaction - INFO - Epoch [41][2060/2147] lr: 1.882e-01, eta: 8 days, 22:42:36, time: 1.444, data_time: 0.007, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5411, loss_cls: 3.2858, loss: 3.2858, grad_norm: 1.6151 2021-01-20 09:19:58,013 - mmaction - INFO - Epoch [41][2080/2147] lr: 1.882e-01, eta: 8 days, 22:41:42, time: 1.472, data_time: 0.003, memory: 16628, top1_acc: 0.2937, top5_acc: 0.5562, loss_cls: 3.2726, loss: 3.2726, grad_norm: 1.6879 2021-01-20 09:20:26,803 - mmaction - INFO - Epoch [41][2100/2147] lr: 1.882e-01, eta: 8 days, 22:40:44, time: 1.442, data_time: 0.006, memory: 16628, top1_acc: 0.2969, top5_acc: 0.5705, loss_cls: 3.1963, loss: 3.1963, grad_norm: 1.6123 2021-01-20 09:20:58,458 - mmaction - INFO - Epoch [41][2120/2147] lr: 1.882e-01, eta: 8 days, 22:40:00, time: 1.582, data_time: 0.007, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5661, loss_cls: 3.1775, loss: 3.1775, grad_norm: 1.6632 2021-01-20 09:21:29,100 - mmaction - INFO - Epoch [41][2140/2147] lr: 1.882e-01, eta: 8 days, 22:39:12, time: 1.529, data_time: 0.007, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5616, loss_cls: 3.1817, loss: 3.1817, grad_norm: 1.6479 2021-01-20 09:25:56,898 - mmaction - INFO - Epoch [42][20/2147] lr: 1.876e-01, eta: 8 days, 22:55:28, time: 12.004, data_time: 10.447, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5746, loss_cls: 3.1887, loss: 3.1887, grad_norm: 1.6303 2021-01-20 09:26:25,867 - mmaction - INFO - Epoch [42][40/2147] lr: 1.876e-01, eta: 8 days, 22:54:31, time: 1.450, data_time: 0.007, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5683, loss_cls: 3.1999, loss: 3.1999, grad_norm: 1.6929 2021-01-20 09:26:54,855 - mmaction - INFO - Epoch [42][60/2147] lr: 1.876e-01, eta: 8 days, 22:53:34, time: 1.451, data_time: 0.009, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5679, loss_cls: 3.2121, loss: 3.2121, grad_norm: 1.6313 2021-01-20 09:27:24,304 - mmaction - INFO - Epoch [42][80/2147] lr: 1.876e-01, eta: 8 days, 22:52:39, time: 1.472, data_time: 0.002, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5746, loss_cls: 3.1036, loss: 3.1036, grad_norm: 1.6003 2021-01-20 09:27:53,378 - mmaction - INFO - Epoch [42][100/2147] lr: 1.876e-01, eta: 8 days, 22:51:42, time: 1.454, data_time: 0.012, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5728, loss_cls: 3.0948, loss: 3.0948, grad_norm: 1.6293 2021-01-20 09:28:22,267 - mmaction - INFO - Epoch [42][120/2147] lr: 1.876e-01, eta: 8 days, 22:50:44, time: 1.443, data_time: 0.002, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5701, loss_cls: 3.1160, loss: 3.1160, grad_norm: 1.6590 2021-01-20 09:28:52,065 - mmaction - INFO - Epoch [42][140/2147] lr: 1.876e-01, eta: 8 days, 22:49:50, time: 1.482, data_time: 0.007, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5527, loss_cls: 3.1844, loss: 3.1844, grad_norm: 1.6421 2021-01-20 09:29:22,112 - mmaction - INFO - Epoch [42][160/2147] lr: 1.876e-01, eta: 8 days, 22:49:00, time: 1.511, data_time: 0.012, memory: 16628, top1_acc: 0.2982, top5_acc: 0.5415, loss_cls: 3.2323, loss: 3.2323, grad_norm: 1.6454 2021-01-20 09:29:51,043 - mmaction - INFO - Epoch [42][180/2147] lr: 1.876e-01, eta: 8 days, 22:48:02, time: 1.447, data_time: 0.004, memory: 16628, top1_acc: 0.3013, top5_acc: 0.5692, loss_cls: 3.2045, loss: 3.2045, grad_norm: 1.6418 2021-01-20 09:30:22,865 - mmaction - INFO - Epoch [42][200/2147] lr: 1.876e-01, eta: 8 days, 22:47:20, time: 1.592, data_time: 0.004, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5580, loss_cls: 3.1588, loss: 3.1588, grad_norm: 1.6611 2021-01-20 09:30:53,463 - mmaction - INFO - Epoch [42][220/2147] lr: 1.876e-01, eta: 8 days, 22:46:31, time: 1.527, data_time: 0.007, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5634, loss_cls: 3.1734, loss: 3.1734, grad_norm: 1.6688 2021-01-20 09:31:22,829 - mmaction - INFO - Epoch [42][240/2147] lr: 1.876e-01, eta: 8 days, 22:45:36, time: 1.470, data_time: 0.005, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5647, loss_cls: 3.1423, loss: 3.1423, grad_norm: 1.6704 2021-01-20 09:31:55,504 - mmaction - INFO - Epoch [42][260/2147] lr: 1.876e-01, eta: 8 days, 22:44:58, time: 1.633, data_time: 0.005, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5670, loss_cls: 3.1705, loss: 3.1705, grad_norm: 1.6770 2021-01-20 09:32:25,003 - mmaction - INFO - Epoch [42][280/2147] lr: 1.876e-01, eta: 8 days, 22:44:03, time: 1.475, data_time: 0.004, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5728, loss_cls: 3.1607, loss: 3.1607, grad_norm: 1.6856 2021-01-20 09:32:54,943 - mmaction - INFO - Epoch [42][300/2147] lr: 1.876e-01, eta: 8 days, 22:43:11, time: 1.497, data_time: 0.013, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5500, loss_cls: 3.2693, loss: 3.2693, grad_norm: 1.6983 2021-01-20 09:33:23,822 - mmaction - INFO - Epoch [42][320/2147] lr: 1.876e-01, eta: 8 days, 22:42:13, time: 1.443, data_time: 0.011, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5612, loss_cls: 3.1841, loss: 3.1841, grad_norm: 1.6433 2021-01-20 09:33:53,449 - mmaction - INFO - Epoch [42][340/2147] lr: 1.876e-01, eta: 8 days, 22:41:20, time: 1.482, data_time: 0.005, memory: 16628, top1_acc: 0.2893, top5_acc: 0.5692, loss_cls: 3.2066, loss: 3.2066, grad_norm: 1.6627 2021-01-20 09:34:22,118 - mmaction - INFO - Epoch [42][360/2147] lr: 1.876e-01, eta: 8 days, 22:40:21, time: 1.434, data_time: 0.003, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5656, loss_cls: 3.1342, loss: 3.1342, grad_norm: 1.6493 2021-01-20 09:34:55,397 - mmaction - INFO - Epoch [42][380/2147] lr: 1.876e-01, eta: 8 days, 22:39:46, time: 1.662, data_time: 0.004, memory: 16628, top1_acc: 0.3004, top5_acc: 0.5616, loss_cls: 3.1869, loss: 3.1869, grad_norm: 1.6638 2021-01-20 09:35:26,057 - mmaction - INFO - Epoch [42][400/2147] lr: 1.876e-01, eta: 8 days, 22:38:58, time: 1.533, data_time: 0.009, memory: 16628, top1_acc: 0.2973, top5_acc: 0.5594, loss_cls: 3.1911, loss: 3.1911, grad_norm: 1.7302 2021-01-20 09:35:54,723 - mmaction - INFO - Epoch [42][420/2147] lr: 1.876e-01, eta: 8 days, 22:37:59, time: 1.432, data_time: 0.004, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5732, loss_cls: 3.1327, loss: 3.1327, grad_norm: 1.6391 2021-01-20 09:36:23,666 - mmaction - INFO - Epoch [42][440/2147] lr: 1.876e-01, eta: 8 days, 22:37:02, time: 1.448, data_time: 0.006, memory: 16628, top1_acc: 0.2955, top5_acc: 0.5647, loss_cls: 3.1768, loss: 3.1768, grad_norm: 1.6608 2021-01-20 09:36:58,058 - mmaction - INFO - Epoch [42][460/2147] lr: 1.876e-01, eta: 8 days, 22:36:33, time: 1.723, data_time: 0.009, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5705, loss_cls: 3.1164, loss: 3.1164, grad_norm: 1.6249 2021-01-20 09:37:26,788 - mmaction - INFO - Epoch [42][480/2147] lr: 1.876e-01, eta: 8 days, 22:35:35, time: 1.435, data_time: 0.002, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5612, loss_cls: 3.2023, loss: 3.2023, grad_norm: 1.6698 2021-01-20 09:37:56,647 - mmaction - INFO - Epoch [42][500/2147] lr: 1.876e-01, eta: 8 days, 22:34:42, time: 1.493, data_time: 0.003, memory: 16628, top1_acc: 0.2888, top5_acc: 0.5429, loss_cls: 3.2258, loss: 3.2258, grad_norm: 1.6660 2021-01-20 09:38:26,957 - mmaction - INFO - Epoch [42][520/2147] lr: 1.876e-01, eta: 8 days, 22:33:51, time: 1.508, data_time: 0.005, memory: 16628, top1_acc: 0.3313, top5_acc: 0.5929, loss_cls: 3.0869, loss: 3.0869, grad_norm: 1.6317 2021-01-20 09:38:55,673 - mmaction - INFO - Epoch [42][540/2147] lr: 1.876e-01, eta: 8 days, 22:32:53, time: 1.442, data_time: 0.013, memory: 16628, top1_acc: 0.2969, top5_acc: 0.5567, loss_cls: 3.2406, loss: 3.2406, grad_norm: 1.6858 2021-01-20 09:39:24,774 - mmaction - INFO - Epoch [42][560/2147] lr: 1.876e-01, eta: 8 days, 22:31:57, time: 1.457, data_time: 0.004, memory: 16628, top1_acc: 0.2902, top5_acc: 0.5482, loss_cls: 3.2498, loss: 3.2498, grad_norm: 1.6611 2021-01-20 09:39:55,265 - mmaction - INFO - Epoch [42][580/2147] lr: 1.876e-01, eta: 8 days, 22:31:08, time: 1.525, data_time: 0.006, memory: 16628, top1_acc: 0.3000, top5_acc: 0.5540, loss_cls: 3.2356, loss: 3.2356, grad_norm: 1.6127 2021-01-20 09:40:24,307 - mmaction - INFO - Epoch [42][600/2147] lr: 1.876e-01, eta: 8 days, 22:30:11, time: 1.452, data_time: 0.006, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5558, loss_cls: 3.1908, loss: 3.1908, grad_norm: 1.6390 2021-01-20 09:40:56,263 - mmaction - INFO - Epoch [42][620/2147] lr: 1.876e-01, eta: 8 days, 22:29:29, time: 1.594, data_time: 0.006, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5491, loss_cls: 3.2206, loss: 3.2206, grad_norm: 1.6570 2021-01-20 09:41:27,973 - mmaction - INFO - Epoch [42][640/2147] lr: 1.876e-01, eta: 8 days, 22:28:46, time: 1.585, data_time: 0.009, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5567, loss_cls: 3.1939, loss: 3.1939, grad_norm: 1.6359 2021-01-20 09:42:02,031 - mmaction - INFO - Epoch [42][660/2147] lr: 1.876e-01, eta: 8 days, 22:28:16, time: 1.707, data_time: 0.008, memory: 16628, top1_acc: 0.2795, top5_acc: 0.5357, loss_cls: 3.2915, loss: 3.2915, grad_norm: 1.6897 2021-01-20 09:42:32,583 - mmaction - INFO - Epoch [42][680/2147] lr: 1.876e-01, eta: 8 days, 22:27:27, time: 1.527, data_time: 0.003, memory: 16628, top1_acc: 0.2951, top5_acc: 0.5554, loss_cls: 3.2152, loss: 3.2152, grad_norm: 1.6704 2021-01-20 09:43:01,549 - mmaction - INFO - Epoch [42][700/2147] lr: 1.876e-01, eta: 8 days, 22:26:30, time: 1.448, data_time: 0.006, memory: 16628, top1_acc: 0.2946, top5_acc: 0.5473, loss_cls: 3.2794, loss: 3.2794, grad_norm: 1.6364 2021-01-20 09:43:30,208 - mmaction - INFO - Epoch [42][720/2147] lr: 1.876e-01, eta: 8 days, 22:25:32, time: 1.434, data_time: 0.004, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5603, loss_cls: 3.1684, loss: 3.1684, grad_norm: 1.6317 2021-01-20 09:44:00,399 - mmaction - INFO - Epoch [42][740/2147] lr: 1.876e-01, eta: 8 days, 22:24:41, time: 1.510, data_time: 0.003, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5692, loss_cls: 3.1347, loss: 3.1347, grad_norm: 1.6531 2021-01-20 09:44:30,482 - mmaction - INFO - Epoch [42][760/2147] lr: 1.876e-01, eta: 8 days, 22:23:49, time: 1.501, data_time: 0.003, memory: 16628, top1_acc: 0.2960, top5_acc: 0.5522, loss_cls: 3.2203, loss: 3.2203, grad_norm: 1.6616 2021-01-20 09:45:02,062 - mmaction - INFO - Epoch [42][780/2147] lr: 1.876e-01, eta: 8 days, 22:23:06, time: 1.581, data_time: 0.007, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5567, loss_cls: 3.1837, loss: 3.1837, grad_norm: 1.6555 2021-01-20 09:45:30,947 - mmaction - INFO - Epoch [42][800/2147] lr: 1.876e-01, eta: 8 days, 22:22:09, time: 1.445, data_time: 0.004, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5647, loss_cls: 3.1178, loss: 3.1178, grad_norm: 1.6494 2021-01-20 09:46:02,093 - mmaction - INFO - Epoch [42][820/2147] lr: 1.876e-01, eta: 8 days, 22:21:23, time: 1.556, data_time: 0.005, memory: 16628, top1_acc: 0.2991, top5_acc: 0.5598, loss_cls: 3.2331, loss: 3.2331, grad_norm: 1.6889 2021-01-20 09:46:33,211 - mmaction - INFO - Epoch [42][840/2147] lr: 1.876e-01, eta: 8 days, 22:20:37, time: 1.549, data_time: 0.004, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5625, loss_cls: 3.1672, loss: 3.1672, grad_norm: 1.6343 2021-01-20 09:47:03,954 - mmaction - INFO - Epoch [42][860/2147] lr: 1.876e-01, eta: 8 days, 22:19:50, time: 1.546, data_time: 0.019, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5804, loss_cls: 3.1288, loss: 3.1288, grad_norm: 1.6534 2021-01-20 09:47:34,789 - mmaction - INFO - Epoch [42][880/2147] lr: 1.876e-01, eta: 8 days, 22:19:02, time: 1.539, data_time: 0.002, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5759, loss_cls: 3.1210, loss: 3.1210, grad_norm: 1.6539 2021-01-20 09:48:03,931 - mmaction - INFO - Epoch [42][900/2147] lr: 1.876e-01, eta: 8 days, 22:18:06, time: 1.456, data_time: 0.004, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5665, loss_cls: 3.1605, loss: 3.1605, grad_norm: 1.6309 2021-01-20 09:48:34,325 - mmaction - INFO - Epoch [42][920/2147] lr: 1.876e-01, eta: 8 days, 22:17:17, time: 1.523, data_time: 0.006, memory: 16628, top1_acc: 0.2973, top5_acc: 0.5661, loss_cls: 3.2145, loss: 3.2145, grad_norm: 1.6437 2021-01-20 09:49:07,527 - mmaction - INFO - Epoch [42][940/2147] lr: 1.876e-01, eta: 8 days, 22:16:42, time: 1.659, data_time: 0.003, memory: 16628, top1_acc: 0.2969, top5_acc: 0.5670, loss_cls: 3.1990, loss: 3.1990, grad_norm: 1.6532 2021-01-20 09:49:37,479 - mmaction - INFO - Epoch [42][960/2147] lr: 1.876e-01, eta: 8 days, 22:15:50, time: 1.500, data_time: 0.003, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5804, loss_cls: 3.1089, loss: 3.1089, grad_norm: 1.7013 2021-01-20 09:50:06,652 - mmaction - INFO - Epoch [42][980/2147] lr: 1.876e-01, eta: 8 days, 22:14:54, time: 1.459, data_time: 0.004, memory: 16628, top1_acc: 0.2973, top5_acc: 0.5603, loss_cls: 3.2058, loss: 3.2058, grad_norm: 1.6998 2021-01-20 09:50:36,119 - mmaction - INFO - Epoch [42][1000/2147] lr: 1.876e-01, eta: 8 days, 22:14:00, time: 1.473, data_time: 0.002, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5665, loss_cls: 3.1969, loss: 3.1969, grad_norm: 1.6552 2021-01-20 09:51:06,646 - mmaction - INFO - Epoch [42][1020/2147] lr: 1.876e-01, eta: 8 days, 22:13:11, time: 1.520, data_time: 0.003, memory: 16628, top1_acc: 0.3000, top5_acc: 0.5393, loss_cls: 3.2673, loss: 3.2673, grad_norm: 1.6046 2021-01-20 09:51:38,566 - mmaction - INFO - Epoch [42][1040/2147] lr: 1.876e-01, eta: 8 days, 22:12:26, time: 1.562, data_time: 0.009, memory: 16628, top1_acc: 0.2902, top5_acc: 0.5554, loss_cls: 3.2478, loss: 3.2478, grad_norm: 1.6744 2021-01-20 09:52:10,360 - mmaction - INFO - Epoch [42][1060/2147] lr: 1.876e-01, eta: 8 days, 22:11:47, time: 1.628, data_time: 0.041, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5652, loss_cls: 3.1464, loss: 3.1464, grad_norm: 1.6383 2021-01-20 09:52:41,942 - mmaction - INFO - Epoch [42][1080/2147] lr: 1.876e-01, eta: 8 days, 22:11:04, time: 1.578, data_time: 0.003, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5509, loss_cls: 3.2330, loss: 3.2330, grad_norm: 1.6762 2021-01-20 09:53:11,708 - mmaction - INFO - Epoch [42][1100/2147] lr: 1.876e-01, eta: 8 days, 22:10:11, time: 1.490, data_time: 0.006, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5696, loss_cls: 3.1400, loss: 3.1400, grad_norm: 1.6491 2021-01-20 09:53:40,854 - mmaction - INFO - Epoch [42][1120/2147] lr: 1.876e-01, eta: 8 days, 22:09:15, time: 1.458, data_time: 0.003, memory: 16628, top1_acc: 0.3250, top5_acc: 0.5759, loss_cls: 3.1549, loss: 3.1549, grad_norm: 1.7095 2021-01-20 09:54:11,793 - mmaction - INFO - Epoch [42][1140/2147] lr: 1.876e-01, eta: 8 days, 22:08:29, time: 1.547, data_time: 0.001, memory: 16628, top1_acc: 0.2960, top5_acc: 0.5442, loss_cls: 3.2880, loss: 3.2880, grad_norm: 1.6337 2021-01-20 09:54:41,552 - mmaction - INFO - Epoch [42][1160/2147] lr: 1.876e-01, eta: 8 days, 22:07:36, time: 1.487, data_time: 0.002, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5469, loss_cls: 3.1915, loss: 3.1915, grad_norm: 1.5885 2021-01-20 09:55:10,306 - mmaction - INFO - Epoch [42][1180/2147] lr: 1.876e-01, eta: 8 days, 22:06:38, time: 1.438, data_time: 0.003, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5656, loss_cls: 3.1362, loss: 3.1362, grad_norm: 1.6634 2021-01-20 09:55:40,282 - mmaction - INFO - Epoch [42][1200/2147] lr: 1.876e-01, eta: 8 days, 22:05:46, time: 1.493, data_time: 0.002, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5442, loss_cls: 3.2232, loss: 3.2232, grad_norm: 1.6902 2021-01-20 09:56:09,082 - mmaction - INFO - Epoch [42][1220/2147] lr: 1.876e-01, eta: 8 days, 22:04:49, time: 1.446, data_time: 0.009, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5554, loss_cls: 3.2230, loss: 3.2230, grad_norm: 1.6453 2021-01-20 09:56:39,071 - mmaction - INFO - Epoch [42][1240/2147] lr: 1.876e-01, eta: 8 days, 22:03:51, time: 1.434, data_time: 0.005, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5679, loss_cls: 3.1560, loss: 3.1560, grad_norm: 1.6485 2021-01-20 09:57:11,077 - mmaction - INFO - Epoch [42][1260/2147] lr: 1.876e-01, eta: 8 days, 22:03:16, time: 1.666, data_time: 0.078, memory: 16628, top1_acc: 0.3085, top5_acc: 0.5451, loss_cls: 3.2265, loss: 3.2265, grad_norm: 1.7143 2021-01-20 09:57:41,194 - mmaction - INFO - Epoch [42][1280/2147] lr: 1.876e-01, eta: 8 days, 22:02:26, time: 1.506, data_time: 0.003, memory: 16628, top1_acc: 0.2884, top5_acc: 0.5522, loss_cls: 3.2307, loss: 3.2307, grad_norm: 1.6704 2021-01-20 09:58:10,314 - mmaction - INFO - Epoch [42][1300/2147] lr: 1.876e-01, eta: 8 days, 22:01:30, time: 1.456, data_time: 0.002, memory: 16628, top1_acc: 0.2888, top5_acc: 0.5433, loss_cls: 3.2779, loss: 3.2779, grad_norm: 1.6969 2021-01-20 09:58:40,375 - mmaction - INFO - Epoch [42][1320/2147] lr: 1.876e-01, eta: 8 days, 22:00:38, time: 1.502, data_time: 0.002, memory: 16628, top1_acc: 0.2964, top5_acc: 0.5482, loss_cls: 3.2315, loss: 3.2315, grad_norm: 1.6901 2021-01-20 09:59:10,668 - mmaction - INFO - Epoch [42][1340/2147] lr: 1.876e-01, eta: 8 days, 21:59:49, time: 1.515, data_time: 0.004, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5643, loss_cls: 3.2121, loss: 3.2121, grad_norm: 1.6632 2021-01-20 09:59:39,842 - mmaction - INFO - Epoch [42][1360/2147] lr: 1.876e-01, eta: 8 days, 21:58:53, time: 1.457, data_time: 0.003, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5817, loss_cls: 3.0833, loss: 3.0833, grad_norm: 1.6333 2021-01-20 10:00:14,440 - mmaction - INFO - Epoch [42][1380/2147] lr: 1.876e-01, eta: 8 days, 21:58:25, time: 1.727, data_time: 0.006, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5772, loss_cls: 3.1329, loss: 3.1329, grad_norm: 1.6344 2021-01-20 10:00:45,234 - mmaction - INFO - Epoch [42][1400/2147] lr: 1.876e-01, eta: 8 days, 21:57:38, time: 1.546, data_time: 0.010, memory: 16628, top1_acc: 0.2991, top5_acc: 0.5549, loss_cls: 3.2216, loss: 3.2216, grad_norm: 1.6425 2021-01-20 10:01:13,921 - mmaction - INFO - Epoch [42][1420/2147] lr: 1.876e-01, eta: 8 days, 21:56:40, time: 1.433, data_time: 0.003, memory: 16628, top1_acc: 0.2946, top5_acc: 0.5558, loss_cls: 3.1846, loss: 3.1846, grad_norm: 1.6076 2021-01-20 10:01:49,018 - mmaction - INFO - Epoch [42][1440/2147] lr: 1.876e-01, eta: 8 days, 21:56:15, time: 1.754, data_time: 0.003, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5629, loss_cls: 3.1673, loss: 3.1673, grad_norm: 1.6318 2021-01-20 10:02:18,637 - mmaction - INFO - Epoch [42][1460/2147] lr: 1.876e-01, eta: 8 days, 21:55:22, time: 1.483, data_time: 0.007, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5469, loss_cls: 3.2338, loss: 3.2338, grad_norm: 1.6623 2021-01-20 10:02:48,828 - mmaction - INFO - Epoch [42][1480/2147] lr: 1.876e-01, eta: 8 days, 21:54:31, time: 1.509, data_time: 0.002, memory: 16628, top1_acc: 0.2964, top5_acc: 0.5487, loss_cls: 3.2710, loss: 3.2710, grad_norm: 1.6131 2021-01-20 10:03:18,444 - mmaction - INFO - Epoch [42][1500/2147] lr: 1.876e-01, eta: 8 days, 21:53:38, time: 1.478, data_time: 0.003, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5652, loss_cls: 3.1744, loss: 3.1744, grad_norm: 1.6027 2021-01-20 10:03:48,350 - mmaction - INFO - Epoch [42][1520/2147] lr: 1.876e-01, eta: 8 days, 21:52:46, time: 1.498, data_time: 0.005, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5589, loss_cls: 3.2049, loss: 3.2049, grad_norm: 1.6455 2021-01-20 10:04:17,074 - mmaction - INFO - Epoch [42][1540/2147] lr: 1.876e-01, eta: 8 days, 21:51:48, time: 1.437, data_time: 0.002, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5781, loss_cls: 3.1248, loss: 3.1248, grad_norm: 1.6275 2021-01-20 10:04:47,156 - mmaction - INFO - Epoch [42][1560/2147] lr: 1.876e-01, eta: 8 days, 21:50:57, time: 1.499, data_time: 0.002, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5536, loss_cls: 3.2106, loss: 3.2106, grad_norm: 1.6877 2021-01-20 10:05:30,535 - mmaction - INFO - Epoch [42][1580/2147] lr: 1.876e-01, eta: 8 days, 21:51:15, time: 2.171, data_time: 0.013, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5629, loss_cls: 3.1682, loss: 3.1682, grad_norm: 1.6308 2021-01-20 10:05:59,563 - mmaction - INFO - Epoch [42][1600/2147] lr: 1.876e-01, eta: 8 days, 21:50:18, time: 1.452, data_time: 0.008, memory: 16628, top1_acc: 0.2991, top5_acc: 0.5594, loss_cls: 3.2130, loss: 3.2130, grad_norm: 1.6703 2021-01-20 10:06:31,171 - mmaction - INFO - Epoch [42][1620/2147] lr: 1.876e-01, eta: 8 days, 21:49:35, time: 1.576, data_time: 0.007, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5656, loss_cls: 3.1999, loss: 3.1999, grad_norm: 1.6498 2021-01-20 10:07:06,656 - mmaction - INFO - Epoch [42][1640/2147] lr: 1.876e-01, eta: 8 days, 21:49:12, time: 1.779, data_time: 0.013, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5554, loss_cls: 3.1954, loss: 3.1954, grad_norm: 1.6373 2021-01-20 10:07:35,443 - mmaction - INFO - Epoch [42][1660/2147] lr: 1.876e-01, eta: 8 days, 21:48:15, time: 1.441, data_time: 0.006, memory: 16628, top1_acc: 0.2929, top5_acc: 0.5496, loss_cls: 3.2222, loss: 3.2222, grad_norm: 1.6637 2021-01-20 10:08:07,773 - mmaction - INFO - Epoch [42][1680/2147] lr: 1.876e-01, eta: 8 days, 21:47:35, time: 1.614, data_time: 0.003, memory: 16628, top1_acc: 0.3308, top5_acc: 0.5710, loss_cls: 3.1197, loss: 3.1197, grad_norm: 1.6423 2021-01-20 10:08:38,354 - mmaction - INFO - Epoch [42][1700/2147] lr: 1.876e-01, eta: 8 days, 21:46:47, time: 1.529, data_time: 0.010, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5625, loss_cls: 3.1797, loss: 3.1797, grad_norm: 1.6785 2021-01-20 10:09:06,888 - mmaction - INFO - Epoch [42][1720/2147] lr: 1.876e-01, eta: 8 days, 21:45:49, time: 1.430, data_time: 0.005, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5616, loss_cls: 3.2470, loss: 3.2470, grad_norm: 1.7080 2021-01-20 10:09:37,738 - mmaction - INFO - Epoch [42][1740/2147] lr: 1.876e-01, eta: 8 days, 21:45:02, time: 1.543, data_time: 0.005, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5616, loss_cls: 3.2088, loss: 3.2088, grad_norm: 1.6421 2021-01-20 10:10:09,620 - mmaction - INFO - Epoch [42][1760/2147] lr: 1.876e-01, eta: 8 days, 21:44:20, time: 1.591, data_time: 0.001, memory: 16628, top1_acc: 0.3000, top5_acc: 0.5612, loss_cls: 3.2406, loss: 3.2406, grad_norm: 1.6191 2021-01-20 10:10:40,679 - mmaction - INFO - Epoch [42][1780/2147] lr: 1.876e-01, eta: 8 days, 21:43:34, time: 1.555, data_time: 0.006, memory: 16628, top1_acc: 0.2777, top5_acc: 0.5299, loss_cls: 3.3094, loss: 3.3094, grad_norm: 1.7036 2021-01-20 10:11:09,091 - mmaction - INFO - Epoch [42][1800/2147] lr: 1.876e-01, eta: 8 days, 21:42:35, time: 1.421, data_time: 0.002, memory: 16628, top1_acc: 0.2969, top5_acc: 0.5634, loss_cls: 3.2497, loss: 3.2497, grad_norm: 1.6724 2021-01-20 10:11:41,000 - mmaction - INFO - Epoch [42][1820/2147] lr: 1.876e-01, eta: 8 days, 21:41:49, time: 1.547, data_time: 0.006, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5692, loss_cls: 3.1467, loss: 3.1467, grad_norm: 1.6734 2021-01-20 10:12:12,976 - mmaction - INFO - Epoch [42][1840/2147] lr: 1.876e-01, eta: 8 days, 21:41:12, time: 1.647, data_time: 0.050, memory: 16628, top1_acc: 0.2911, top5_acc: 0.5558, loss_cls: 3.2325, loss: 3.2325, grad_norm: 1.6538 2021-01-20 10:12:41,775 - mmaction - INFO - Epoch [42][1860/2147] lr: 1.876e-01, eta: 8 days, 21:40:15, time: 1.439, data_time: 0.002, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5558, loss_cls: 3.2093, loss: 3.2093, grad_norm: 1.6007 2021-01-20 10:13:12,628 - mmaction - INFO - Epoch [42][1880/2147] lr: 1.876e-01, eta: 8 days, 21:39:28, time: 1.541, data_time: 0.003, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5603, loss_cls: 3.1817, loss: 3.1817, grad_norm: 1.5993 2021-01-20 10:13:42,481 - mmaction - INFO - Epoch [42][1900/2147] lr: 1.876e-01, eta: 8 days, 21:38:36, time: 1.495, data_time: 0.006, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5500, loss_cls: 3.1924, loss: 3.1924, grad_norm: 1.6784 2021-01-20 10:14:12,125 - mmaction - INFO - Epoch [42][1920/2147] lr: 1.876e-01, eta: 8 days, 21:37:43, time: 1.482, data_time: 0.002, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5549, loss_cls: 3.2131, loss: 3.2131, grad_norm: 1.6479 2021-01-20 10:14:41,328 - mmaction - INFO - Epoch [42][1940/2147] lr: 1.876e-01, eta: 8 days, 21:36:48, time: 1.460, data_time: 0.003, memory: 16628, top1_acc: 0.2973, top5_acc: 0.5491, loss_cls: 3.2533, loss: 3.2533, grad_norm: 1.6506 2021-01-20 10:15:09,903 - mmaction - INFO - Epoch [42][1960/2147] lr: 1.876e-01, eta: 8 days, 21:35:50, time: 1.428, data_time: 0.002, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5621, loss_cls: 3.1840, loss: 3.1840, grad_norm: 1.6703 2021-01-20 10:15:38,849 - mmaction - INFO - Epoch [42][1980/2147] lr: 1.876e-01, eta: 8 days, 21:34:53, time: 1.446, data_time: 0.004, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5518, loss_cls: 3.2495, loss: 3.2495, grad_norm: 1.6694 2021-01-20 10:16:09,254 - mmaction - INFO - Epoch [42][2000/2147] lr: 1.876e-01, eta: 8 days, 21:34:04, time: 1.521, data_time: 0.003, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5621, loss_cls: 3.2494, loss: 3.2494, grad_norm: 1.6716 2021-01-20 10:16:41,175 - mmaction - INFO - Epoch [42][2020/2147] lr: 1.876e-01, eta: 8 days, 21:33:17, time: 1.540, data_time: 0.005, memory: 16628, top1_acc: 0.2946, top5_acc: 0.5433, loss_cls: 3.2460, loss: 3.2460, grad_norm: 1.6259 2021-01-20 10:17:10,613 - mmaction - INFO - Epoch [42][2040/2147] lr: 1.876e-01, eta: 8 days, 21:32:29, time: 1.529, data_time: 0.059, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5496, loss_cls: 3.2735, loss: 3.2735, grad_norm: 1.6373 2021-01-20 10:17:42,433 - mmaction - INFO - Epoch [42][2060/2147] lr: 1.876e-01, eta: 8 days, 21:31:47, time: 1.589, data_time: 0.005, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5679, loss_cls: 3.1352, loss: 3.1352, grad_norm: 1.6230 2021-01-20 10:18:10,944 - mmaction - INFO - Epoch [42][2080/2147] lr: 1.876e-01, eta: 8 days, 21:30:49, time: 1.428, data_time: 0.005, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5719, loss_cls: 3.0901, loss: 3.0901, grad_norm: 1.6554 2021-01-20 10:18:41,471 - mmaction - INFO - Epoch [42][2100/2147] lr: 1.876e-01, eta: 8 days, 21:30:00, time: 1.526, data_time: 0.002, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5661, loss_cls: 3.1558, loss: 3.1558, grad_norm: 1.6722 2021-01-20 10:19:10,292 - mmaction - INFO - Epoch [42][2120/2147] lr: 1.876e-01, eta: 8 days, 21:29:03, time: 1.441, data_time: 0.006, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5527, loss_cls: 3.2056, loss: 3.2056, grad_norm: 1.6280 2021-01-20 10:19:41,123 - mmaction - INFO - Epoch [42][2140/2147] lr: 1.876e-01, eta: 8 days, 21:28:15, time: 1.532, data_time: 0.005, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5687, loss_cls: 3.2318, loss: 3.2318, grad_norm: 1.6486 2021-01-20 10:24:01,415 - mmaction - INFO - Epoch [43][20/2147] lr: 1.870e-01, eta: 8 days, 21:43:45, time: 11.824, data_time: 10.242, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5567, loss_cls: 3.1998, loss: 3.1998, grad_norm: 1.6554 2021-01-20 10:24:30,774 - mmaction - INFO - Epoch [43][40/2147] lr: 1.870e-01, eta: 8 days, 21:42:51, time: 1.477, data_time: 0.022, memory: 16628, top1_acc: 0.2884, top5_acc: 0.5567, loss_cls: 3.2502, loss: 3.2502, grad_norm: 1.6518 2021-01-20 10:25:00,428 - mmaction - INFO - Epoch [43][60/2147] lr: 1.870e-01, eta: 8 days, 21:41:58, time: 1.485, data_time: 0.006, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5607, loss_cls: 3.1727, loss: 3.1727, grad_norm: 1.6850 2021-01-20 10:25:31,700 - mmaction - INFO - Epoch [43][80/2147] lr: 1.870e-01, eta: 8 days, 21:41:13, time: 1.563, data_time: 0.005, memory: 16628, top1_acc: 0.3250, top5_acc: 0.5781, loss_cls: 3.0997, loss: 3.0997, grad_norm: 1.6351 2021-01-20 10:26:03,320 - mmaction - INFO - Epoch [43][100/2147] lr: 1.870e-01, eta: 8 days, 21:40:30, time: 1.578, data_time: 0.002, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5629, loss_cls: 3.1972, loss: 3.1972, grad_norm: 1.6612 2021-01-20 10:26:33,542 - mmaction - INFO - Epoch [43][120/2147] lr: 1.870e-01, eta: 8 days, 21:39:40, time: 1.513, data_time: 0.005, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5893, loss_cls: 3.0964, loss: 3.0964, grad_norm: 1.6424 2021-01-20 10:27:05,407 - mmaction - INFO - Epoch [43][140/2147] lr: 1.870e-01, eta: 8 days, 21:38:58, time: 1.593, data_time: 0.015, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5888, loss_cls: 3.0464, loss: 3.0464, grad_norm: 1.6776 2021-01-20 10:27:34,219 - mmaction - INFO - Epoch [43][160/2147] lr: 1.870e-01, eta: 8 days, 21:38:01, time: 1.442, data_time: 0.009, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5723, loss_cls: 3.1641, loss: 3.1641, grad_norm: 1.6598 2021-01-20 10:28:03,307 - mmaction - INFO - Epoch [43][180/2147] lr: 1.870e-01, eta: 8 days, 21:37:05, time: 1.454, data_time: 0.001, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5772, loss_cls: 3.1765, loss: 3.1765, grad_norm: 1.6506 2021-01-20 10:28:35,045 - mmaction - INFO - Epoch [43][200/2147] lr: 1.870e-01, eta: 8 days, 21:36:23, time: 1.587, data_time: 0.005, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5629, loss_cls: 3.1816, loss: 3.1816, grad_norm: 1.6848 2021-01-20 10:29:04,490 - mmaction - INFO - Epoch [43][220/2147] lr: 1.870e-01, eta: 8 days, 21:35:29, time: 1.468, data_time: 0.003, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5603, loss_cls: 3.2097, loss: 3.2097, grad_norm: 1.6349 2021-01-20 10:29:33,704 - mmaction - INFO - Epoch [43][240/2147] lr: 1.870e-01, eta: 8 days, 21:34:33, time: 1.459, data_time: 0.011, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5567, loss_cls: 3.1680, loss: 3.1680, grad_norm: 1.6590 2021-01-20 10:30:02,677 - mmaction - INFO - Epoch [43][260/2147] lr: 1.870e-01, eta: 8 days, 21:33:37, time: 1.454, data_time: 0.007, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5679, loss_cls: 3.1743, loss: 3.1743, grad_norm: 1.6476 2021-01-20 10:30:33,164 - mmaction - INFO - Epoch [43][280/2147] lr: 1.870e-01, eta: 8 days, 21:32:48, time: 1.520, data_time: 0.002, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5594, loss_cls: 3.1629, loss: 3.1629, grad_norm: 1.6631 2021-01-20 10:31:02,769 - mmaction - INFO - Epoch [43][300/2147] lr: 1.870e-01, eta: 8 days, 21:31:56, time: 1.485, data_time: 0.007, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5750, loss_cls: 3.1533, loss: 3.1533, grad_norm: 1.6889 2021-01-20 10:31:41,006 - mmaction - INFO - Epoch [43][320/2147] lr: 1.870e-01, eta: 8 days, 21:31:38, time: 1.829, data_time: 0.008, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5710, loss_cls: 3.1340, loss: 3.1340, grad_norm: 1.6951 2021-01-20 10:32:14,593 - mmaction - INFO - Epoch [43][340/2147] lr: 1.870e-01, eta: 8 days, 21:31:13, time: 1.762, data_time: 0.091, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5799, loss_cls: 3.1380, loss: 3.1380, grad_norm: 1.6945 2021-01-20 10:32:45,967 - mmaction - INFO - Epoch [43][360/2147] lr: 1.870e-01, eta: 8 days, 21:30:29, time: 1.567, data_time: 0.003, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5705, loss_cls: 3.1485, loss: 3.1485, grad_norm: 1.6700 2021-01-20 10:33:14,870 - mmaction - INFO - Epoch [43][380/2147] lr: 1.870e-01, eta: 8 days, 21:29:32, time: 1.448, data_time: 0.004, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5509, loss_cls: 3.2430, loss: 3.2430, grad_norm: 1.6572 2021-01-20 10:33:44,290 - mmaction - INFO - Epoch [43][400/2147] lr: 1.870e-01, eta: 8 days, 21:28:38, time: 1.470, data_time: 0.004, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5647, loss_cls: 3.1993, loss: 3.1993, grad_norm: 1.6450 2021-01-20 10:34:15,049 - mmaction - INFO - Epoch [43][420/2147] lr: 1.870e-01, eta: 8 days, 21:27:51, time: 1.536, data_time: 0.005, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5371, loss_cls: 3.2578, loss: 3.2578, grad_norm: 1.6188 2021-01-20 10:34:45,226 - mmaction - INFO - Epoch [43][440/2147] lr: 1.870e-01, eta: 8 days, 21:27:00, time: 1.508, data_time: 0.013, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5862, loss_cls: 3.1090, loss: 3.1090, grad_norm: 1.6722 2021-01-20 10:35:14,312 - mmaction - INFO - Epoch [43][460/2147] lr: 1.870e-01, eta: 8 days, 21:26:05, time: 1.458, data_time: 0.010, memory: 16628, top1_acc: 0.2964, top5_acc: 0.5469, loss_cls: 3.2777, loss: 3.2777, grad_norm: 1.6961 2021-01-20 10:35:43,878 - mmaction - INFO - Epoch [43][480/2147] lr: 1.870e-01, eta: 8 days, 21:25:12, time: 1.478, data_time: 0.013, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5830, loss_cls: 3.1118, loss: 3.1118, grad_norm: 1.6442 2021-01-20 10:36:13,760 - mmaction - INFO - Epoch [43][500/2147] lr: 1.870e-01, eta: 8 days, 21:24:20, time: 1.492, data_time: 0.003, memory: 16628, top1_acc: 0.2955, top5_acc: 0.5571, loss_cls: 3.2398, loss: 3.2398, grad_norm: 1.6444 2021-01-20 10:36:44,582 - mmaction - INFO - Epoch [43][520/2147] lr: 1.870e-01, eta: 8 days, 21:23:33, time: 1.543, data_time: 0.010, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5862, loss_cls: 3.1109, loss: 3.1109, grad_norm: 1.6684 2021-01-20 10:37:14,158 - mmaction - INFO - Epoch [43][540/2147] lr: 1.870e-01, eta: 8 days, 21:22:39, time: 1.477, data_time: 0.004, memory: 16628, top1_acc: 0.2929, top5_acc: 0.5272, loss_cls: 3.3446, loss: 3.3446, grad_norm: 1.6905 2021-01-20 10:37:44,316 - mmaction - INFO - Epoch [43][560/2147] lr: 1.870e-01, eta: 8 days, 21:21:49, time: 1.510, data_time: 0.009, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5741, loss_cls: 3.1337, loss: 3.1337, grad_norm: 1.6075 2021-01-20 10:38:13,236 - mmaction - INFO - Epoch [43][580/2147] lr: 1.870e-01, eta: 8 days, 21:20:53, time: 1.447, data_time: 0.008, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5723, loss_cls: 3.1743, loss: 3.1743, grad_norm: 1.6364 2021-01-20 10:38:44,652 - mmaction - INFO - Epoch [43][600/2147] lr: 1.870e-01, eta: 8 days, 21:20:09, time: 1.571, data_time: 0.003, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5531, loss_cls: 3.1409, loss: 3.1409, grad_norm: 1.6481 2021-01-20 10:39:15,012 - mmaction - INFO - Epoch [43][620/2147] lr: 1.870e-01, eta: 8 days, 21:19:20, time: 1.516, data_time: 0.003, memory: 16628, top1_acc: 0.2964, top5_acc: 0.5424, loss_cls: 3.2857, loss: 3.2857, grad_norm: 1.6942 2021-01-20 10:39:43,737 - mmaction - INFO - Epoch [43][640/2147] lr: 1.870e-01, eta: 8 days, 21:18:22, time: 1.438, data_time: 0.008, memory: 16628, top1_acc: 0.3013, top5_acc: 0.5482, loss_cls: 3.2356, loss: 3.2356, grad_norm: 1.6269 2021-01-20 10:40:13,661 - mmaction - INFO - Epoch [43][660/2147] lr: 1.870e-01, eta: 8 days, 21:17:31, time: 1.496, data_time: 0.004, memory: 16628, top1_acc: 0.2920, top5_acc: 0.5393, loss_cls: 3.2468, loss: 3.2468, grad_norm: 1.6236 2021-01-20 10:40:42,790 - mmaction - INFO - Epoch [43][680/2147] lr: 1.870e-01, eta: 8 days, 21:16:35, time: 1.454, data_time: 0.003, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5594, loss_cls: 3.1485, loss: 3.1485, grad_norm: 1.6440 2021-01-20 10:41:13,674 - mmaction - INFO - Epoch [43][700/2147] lr: 1.870e-01, eta: 8 days, 21:15:49, time: 1.545, data_time: 0.009, memory: 16628, top1_acc: 0.2817, top5_acc: 0.5446, loss_cls: 3.2626, loss: 3.2626, grad_norm: 1.6536 2021-01-20 10:41:49,570 - mmaction - INFO - Epoch [43][720/2147] lr: 1.870e-01, eta: 8 days, 21:15:28, time: 1.795, data_time: 0.010, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5634, loss_cls: 3.1991, loss: 3.1991, grad_norm: 1.6464 2021-01-20 10:42:18,457 - mmaction - INFO - Epoch [43][740/2147] lr: 1.870e-01, eta: 8 days, 21:14:31, time: 1.443, data_time: 0.006, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5576, loss_cls: 3.2233, loss: 3.2233, grad_norm: 1.6386 2021-01-20 10:42:48,290 - mmaction - INFO - Epoch [43][760/2147] lr: 1.870e-01, eta: 8 days, 21:13:40, time: 1.495, data_time: 0.008, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5665, loss_cls: 3.1885, loss: 3.1885, grad_norm: 1.6453 2021-01-20 10:43:19,533 - mmaction - INFO - Epoch [43][780/2147] lr: 1.870e-01, eta: 8 days, 21:12:55, time: 1.562, data_time: 0.003, memory: 16628, top1_acc: 0.3018, top5_acc: 0.5679, loss_cls: 3.1835, loss: 3.1835, grad_norm: 1.6286 2021-01-20 10:43:48,340 - mmaction - INFO - Epoch [43][800/2147] lr: 1.870e-01, eta: 8 days, 21:11:58, time: 1.440, data_time: 0.004, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5652, loss_cls: 3.2031, loss: 3.2031, grad_norm: 1.6724 2021-01-20 10:44:17,408 - mmaction - INFO - Epoch [43][820/2147] lr: 1.870e-01, eta: 8 days, 21:11:02, time: 1.455, data_time: 0.003, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5643, loss_cls: 3.1709, loss: 3.1709, grad_norm: 1.6643 2021-01-20 10:44:46,178 - mmaction - INFO - Epoch [43][840/2147] lr: 1.870e-01, eta: 8 days, 21:10:05, time: 1.438, data_time: 0.002, memory: 16628, top1_acc: 0.2924, top5_acc: 0.5312, loss_cls: 3.2655, loss: 3.2655, grad_norm: 1.6562 2021-01-20 10:45:16,978 - mmaction - INFO - Epoch [43][860/2147] lr: 1.870e-01, eta: 8 days, 21:09:18, time: 1.537, data_time: 0.002, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5772, loss_cls: 3.1069, loss: 3.1069, grad_norm: 1.6859 2021-01-20 10:45:49,410 - mmaction - INFO - Epoch [43][880/2147] lr: 1.870e-01, eta: 8 days, 21:08:39, time: 1.622, data_time: 0.009, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5804, loss_cls: 3.1372, loss: 3.1372, grad_norm: 1.7293 2021-01-20 10:46:20,437 - mmaction - INFO - Epoch [43][900/2147] lr: 1.870e-01, eta: 8 days, 21:07:54, time: 1.553, data_time: 0.007, memory: 16628, top1_acc: 0.3085, top5_acc: 0.5576, loss_cls: 3.1983, loss: 3.1983, grad_norm: 1.6642 2021-01-20 10:46:51,664 - mmaction - INFO - Epoch [43][920/2147] lr: 1.870e-01, eta: 8 days, 21:07:09, time: 1.561, data_time: 0.009, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5714, loss_cls: 3.1500, loss: 3.1500, grad_norm: 1.6508 2021-01-20 10:47:22,500 - mmaction - INFO - Epoch [43][940/2147] lr: 1.870e-01, eta: 8 days, 21:06:22, time: 1.542, data_time: 0.007, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5772, loss_cls: 3.1376, loss: 3.1376, grad_norm: 1.6961 2021-01-20 10:47:53,144 - mmaction - INFO - Epoch [43][960/2147] lr: 1.870e-01, eta: 8 days, 21:05:34, time: 1.532, data_time: 0.006, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5656, loss_cls: 3.2100, loss: 3.2100, grad_norm: 1.6398 2021-01-20 10:48:22,057 - mmaction - INFO - Epoch [43][980/2147] lr: 1.870e-01, eta: 8 days, 21:04:38, time: 1.443, data_time: 0.004, memory: 16628, top1_acc: 0.2969, top5_acc: 0.5647, loss_cls: 3.1993, loss: 3.1993, grad_norm: 1.6479 2021-01-20 10:48:51,505 - mmaction - INFO - Epoch [43][1000/2147] lr: 1.870e-01, eta: 8 days, 21:03:45, time: 1.476, data_time: 0.017, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5527, loss_cls: 3.2017, loss: 3.2017, grad_norm: 1.6509 2021-01-20 10:49:20,582 - mmaction - INFO - Epoch [43][1020/2147] lr: 1.870e-01, eta: 8 days, 21:02:49, time: 1.452, data_time: 0.005, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5643, loss_cls: 3.1760, loss: 3.1760, grad_norm: 1.6460 2021-01-20 10:49:51,199 - mmaction - INFO - Epoch [43][1040/2147] lr: 1.870e-01, eta: 8 days, 21:02:01, time: 1.531, data_time: 0.014, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5687, loss_cls: 3.1667, loss: 3.1667, grad_norm: 1.6726 2021-01-20 10:50:20,118 - mmaction - INFO - Epoch [43][1060/2147] lr: 1.870e-01, eta: 8 days, 21:01:05, time: 1.449, data_time: 0.007, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5504, loss_cls: 3.1873, loss: 3.1873, grad_norm: 1.6606 2021-01-20 10:50:49,083 - mmaction - INFO - Epoch [43][1080/2147] lr: 1.870e-01, eta: 8 days, 21:00:09, time: 1.447, data_time: 0.004, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5665, loss_cls: 3.1314, loss: 3.1314, grad_norm: 1.6374 2021-01-20 10:51:22,232 - mmaction - INFO - Epoch [43][1100/2147] lr: 1.870e-01, eta: 8 days, 20:59:34, time: 1.655, data_time: 0.010, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5746, loss_cls: 3.1567, loss: 3.1567, grad_norm: 1.6291 2021-01-20 10:51:52,716 - mmaction - INFO - Epoch [43][1120/2147] lr: 1.870e-01, eta: 8 days, 20:58:46, time: 1.526, data_time: 0.008, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5862, loss_cls: 3.1005, loss: 3.1005, grad_norm: 1.7106 2021-01-20 10:52:24,203 - mmaction - INFO - Epoch [43][1140/2147] lr: 1.870e-01, eta: 8 days, 20:58:02, time: 1.576, data_time: 0.004, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5549, loss_cls: 3.2291, loss: 3.2291, grad_norm: 1.6469 2021-01-20 10:52:52,818 - mmaction - INFO - Epoch [43][1160/2147] lr: 1.870e-01, eta: 8 days, 20:57:04, time: 1.429, data_time: 0.002, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5496, loss_cls: 3.2132, loss: 3.2132, grad_norm: 1.6461 2021-01-20 10:53:21,397 - mmaction - INFO - Epoch [43][1180/2147] lr: 1.870e-01, eta: 8 days, 20:56:07, time: 1.429, data_time: 0.004, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5647, loss_cls: 3.1407, loss: 3.1407, grad_norm: 1.6462 2021-01-20 10:53:51,558 - mmaction - INFO - Epoch [43][1200/2147] lr: 1.870e-01, eta: 8 days, 20:55:17, time: 1.509, data_time: 0.005, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5513, loss_cls: 3.2664, loss: 3.2664, grad_norm: 1.6782 2021-01-20 10:54:20,243 - mmaction - INFO - Epoch [43][1220/2147] lr: 1.870e-01, eta: 8 days, 20:54:19, time: 1.434, data_time: 0.002, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5621, loss_cls: 3.1669, loss: 3.1669, grad_norm: 1.6248 2021-01-20 10:54:49,244 - mmaction - INFO - Epoch [43][1240/2147] lr: 1.870e-01, eta: 8 days, 20:53:23, time: 1.449, data_time: 0.003, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5603, loss_cls: 3.1574, loss: 3.1574, grad_norm: 1.6709 2021-01-20 10:55:17,857 - mmaction - INFO - Epoch [43][1260/2147] lr: 1.870e-01, eta: 8 days, 20:52:26, time: 1.432, data_time: 0.004, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5719, loss_cls: 3.1810, loss: 3.1810, grad_norm: 1.6665 2021-01-20 10:55:49,002 - mmaction - INFO - Epoch [43][1280/2147] lr: 1.870e-01, eta: 8 days, 20:51:41, time: 1.556, data_time: 0.007, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5714, loss_cls: 3.1293, loss: 3.1293, grad_norm: 1.6688 2021-01-20 10:56:18,878 - mmaction - INFO - Epoch [43][1300/2147] lr: 1.870e-01, eta: 8 days, 20:50:50, time: 1.495, data_time: 0.007, memory: 16628, top1_acc: 0.3004, top5_acc: 0.5585, loss_cls: 3.2112, loss: 3.2112, grad_norm: 1.6777 2021-01-20 10:56:52,153 - mmaction - INFO - Epoch [43][1320/2147] lr: 1.870e-01, eta: 8 days, 20:50:15, time: 1.661, data_time: 0.002, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5531, loss_cls: 3.2276, loss: 3.2276, grad_norm: 1.6506 2021-01-20 10:57:20,823 - mmaction - INFO - Epoch [43][1340/2147] lr: 1.870e-01, eta: 8 days, 20:49:18, time: 1.436, data_time: 0.005, memory: 16628, top1_acc: 0.3004, top5_acc: 0.5518, loss_cls: 3.2307, loss: 3.2307, grad_norm: 1.6874 2021-01-20 10:57:53,037 - mmaction - INFO - Epoch [43][1360/2147] lr: 1.870e-01, eta: 8 days, 20:48:38, time: 1.609, data_time: 0.005, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5585, loss_cls: 3.2375, loss: 3.2375, grad_norm: 1.6333 2021-01-20 10:58:22,717 - mmaction - INFO - Epoch [43][1380/2147] lr: 1.870e-01, eta: 8 days, 20:47:46, time: 1.486, data_time: 0.006, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5683, loss_cls: 3.1555, loss: 3.1555, grad_norm: 1.6510 2021-01-20 10:58:53,412 - mmaction - INFO - Epoch [43][1400/2147] lr: 1.870e-01, eta: 8 days, 20:46:59, time: 1.534, data_time: 0.002, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5679, loss_cls: 3.1680, loss: 3.1680, grad_norm: 1.6161 2021-01-20 10:59:23,408 - mmaction - INFO - Epoch [43][1420/2147] lr: 1.870e-01, eta: 8 days, 20:46:08, time: 1.502, data_time: 0.004, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5759, loss_cls: 3.1710, loss: 3.1710, grad_norm: 1.6145 2021-01-20 10:59:52,295 - mmaction - INFO - Epoch [43][1440/2147] lr: 1.870e-01, eta: 8 days, 20:45:12, time: 1.443, data_time: 0.002, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5446, loss_cls: 3.2245, loss: 3.2245, grad_norm: 1.6713 2021-01-20 11:00:21,433 - mmaction - INFO - Epoch [43][1460/2147] lr: 1.870e-01, eta: 8 days, 20:44:17, time: 1.456, data_time: 0.006, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5714, loss_cls: 3.1565, loss: 3.1565, grad_norm: 1.6590 2021-01-20 11:00:51,803 - mmaction - INFO - Epoch [43][1480/2147] lr: 1.870e-01, eta: 8 days, 20:43:27, time: 1.512, data_time: 0.006, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5554, loss_cls: 3.2428, loss: 3.2428, grad_norm: 1.6691 2021-01-20 11:01:21,468 - mmaction - INFO - Epoch [43][1500/2147] lr: 1.870e-01, eta: 8 days, 20:42:35, time: 1.489, data_time: 0.010, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5518, loss_cls: 3.2024, loss: 3.2024, grad_norm: 1.6515 2021-01-20 11:02:05,082 - mmaction - INFO - Epoch [43][1520/2147] lr: 1.870e-01, eta: 8 days, 20:42:53, time: 2.181, data_time: 0.012, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5491, loss_cls: 3.1815, loss: 3.1815, grad_norm: 1.6677 2021-01-20 11:02:37,140 - mmaction - INFO - Epoch [43][1540/2147] lr: 1.870e-01, eta: 8 days, 20:42:13, time: 1.605, data_time: 0.007, memory: 16628, top1_acc: 0.3062, top5_acc: 0.5509, loss_cls: 3.2044, loss: 3.2044, grad_norm: 1.6363 2021-01-20 11:03:06,589 - mmaction - INFO - Epoch [43][1560/2147] lr: 1.870e-01, eta: 8 days, 20:41:19, time: 1.471, data_time: 0.003, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5795, loss_cls: 3.1102, loss: 3.1102, grad_norm: 1.6098 2021-01-20 11:03:36,516 - mmaction - INFO - Epoch [43][1580/2147] lr: 1.870e-01, eta: 8 days, 20:40:28, time: 1.496, data_time: 0.007, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5665, loss_cls: 3.1621, loss: 3.1621, grad_norm: 1.6798 2021-01-20 11:04:05,477 - mmaction - INFO - Epoch [43][1600/2147] lr: 1.870e-01, eta: 8 days, 20:39:32, time: 1.450, data_time: 0.005, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5549, loss_cls: 3.2487, loss: 3.2487, grad_norm: 1.6680 2021-01-20 11:04:35,135 - mmaction - INFO - Epoch [43][1620/2147] lr: 1.870e-01, eta: 8 days, 20:38:40, time: 1.482, data_time: 0.003, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5750, loss_cls: 3.1532, loss: 3.1532, grad_norm: 1.6396 2021-01-20 11:05:04,319 - mmaction - INFO - Epoch [43][1640/2147] lr: 1.870e-01, eta: 8 days, 20:37:45, time: 1.459, data_time: 0.006, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5754, loss_cls: 3.1603, loss: 3.1603, grad_norm: 1.6411 2021-01-20 11:05:33,914 - mmaction - INFO - Epoch [43][1660/2147] lr: 1.870e-01, eta: 8 days, 20:36:53, time: 1.481, data_time: 0.009, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5616, loss_cls: 3.1866, loss: 3.1866, grad_norm: 1.6452 2021-01-20 11:06:05,429 - mmaction - INFO - Epoch [43][1680/2147] lr: 1.870e-01, eta: 8 days, 20:36:10, time: 1.573, data_time: 0.005, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5674, loss_cls: 3.1193, loss: 3.1193, grad_norm: 1.6353 2021-01-20 11:06:34,630 - mmaction - INFO - Epoch [43][1700/2147] lr: 1.870e-01, eta: 8 days, 20:35:15, time: 1.464, data_time: 0.015, memory: 16628, top1_acc: 0.3000, top5_acc: 0.5437, loss_cls: 3.2823, loss: 3.2823, grad_norm: 1.7089 2021-01-20 11:07:06,485 - mmaction - INFO - Epoch [43][1720/2147] lr: 1.870e-01, eta: 8 days, 20:34:34, time: 1.591, data_time: 0.001, memory: 16628, top1_acc: 0.3085, top5_acc: 0.5607, loss_cls: 3.1811, loss: 3.1811, grad_norm: 1.6930 2021-01-20 11:07:35,891 - mmaction - INFO - Epoch [43][1740/2147] lr: 1.870e-01, eta: 8 days, 20:33:40, time: 1.471, data_time: 0.006, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5629, loss_cls: 3.1879, loss: 3.1879, grad_norm: 1.6458 2021-01-20 11:08:05,326 - mmaction - INFO - Epoch [43][1760/2147] lr: 1.870e-01, eta: 8 days, 20:32:47, time: 1.472, data_time: 0.006, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5732, loss_cls: 3.1466, loss: 3.1466, grad_norm: 1.6244 2021-01-20 11:08:34,166 - mmaction - INFO - Epoch [43][1780/2147] lr: 1.870e-01, eta: 8 days, 20:31:51, time: 1.440, data_time: 0.003, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5634, loss_cls: 3.1746, loss: 3.1746, grad_norm: 1.6620 2021-01-20 11:09:06,134 - mmaction - INFO - Epoch [43][1800/2147] lr: 1.870e-01, eta: 8 days, 20:31:10, time: 1.601, data_time: 0.014, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5759, loss_cls: 3.1239, loss: 3.1239, grad_norm: 1.6633 2021-01-20 11:09:36,321 - mmaction - INFO - Epoch [43][1820/2147] lr: 1.870e-01, eta: 8 days, 20:30:20, time: 1.507, data_time: 0.003, memory: 16628, top1_acc: 0.2920, top5_acc: 0.5536, loss_cls: 3.2375, loss: 3.2375, grad_norm: 1.7186 2021-01-20 11:10:08,091 - mmaction - INFO - Epoch [43][1840/2147] lr: 1.870e-01, eta: 8 days, 20:29:39, time: 1.591, data_time: 0.007, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5621, loss_cls: 3.1886, loss: 3.1886, grad_norm: 1.6111 2021-01-20 11:10:43,005 - mmaction - INFO - Epoch [43][1860/2147] lr: 1.870e-01, eta: 8 days, 20:29:13, time: 1.747, data_time: 0.003, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5460, loss_cls: 3.2962, loss: 3.2962, grad_norm: 1.6175 2021-01-20 11:11:16,118 - mmaction - INFO - Epoch [43][1880/2147] lr: 1.870e-01, eta: 8 days, 20:28:37, time: 1.648, data_time: 0.006, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5607, loss_cls: 3.1990, loss: 3.1990, grad_norm: 1.6679 2021-01-20 11:11:48,725 - mmaction - INFO - Epoch [43][1900/2147] lr: 1.870e-01, eta: 8 days, 20:28:00, time: 1.633, data_time: 0.012, memory: 16628, top1_acc: 0.2964, top5_acc: 0.5549, loss_cls: 3.2084, loss: 3.2084, grad_norm: 1.6436 2021-01-20 11:12:17,705 - mmaction - INFO - Epoch [43][1920/2147] lr: 1.870e-01, eta: 8 days, 20:27:04, time: 1.452, data_time: 0.008, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5589, loss_cls: 3.1697, loss: 3.1697, grad_norm: 1.6273 2021-01-20 11:12:46,901 - mmaction - INFO - Epoch [43][1940/2147] lr: 1.870e-01, eta: 8 days, 20:26:10, time: 1.456, data_time: 0.004, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5839, loss_cls: 3.1506, loss: 3.1506, grad_norm: 1.6676 2021-01-20 11:13:17,216 - mmaction - INFO - Epoch [43][1960/2147] lr: 1.870e-01, eta: 8 days, 20:25:21, time: 1.518, data_time: 0.008, memory: 16628, top1_acc: 0.2973, top5_acc: 0.5509, loss_cls: 3.2522, loss: 3.2522, grad_norm: 1.6827 2021-01-20 11:13:46,186 - mmaction - INFO - Epoch [43][1980/2147] lr: 1.870e-01, eta: 8 days, 20:24:25, time: 1.446, data_time: 0.009, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5705, loss_cls: 3.2147, loss: 3.2147, grad_norm: 1.6523 2021-01-20 11:14:16,638 - mmaction - INFO - Epoch [43][2000/2147] lr: 1.870e-01, eta: 8 days, 20:23:37, time: 1.528, data_time: 0.010, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5612, loss_cls: 3.1603, loss: 3.1603, grad_norm: 1.6151 2021-01-20 11:14:47,422 - mmaction - INFO - Epoch [43][2020/2147] lr: 1.870e-01, eta: 8 days, 20:22:50, time: 1.535, data_time: 0.003, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5634, loss_cls: 3.1133, loss: 3.1133, grad_norm: 1.6400 2021-01-20 11:15:17,404 - mmaction - INFO - Epoch [43][2040/2147] lr: 1.870e-01, eta: 8 days, 20:22:00, time: 1.504, data_time: 0.007, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5638, loss_cls: 3.1958, loss: 3.1958, grad_norm: 1.6885 2021-01-20 11:15:47,334 - mmaction - INFO - Epoch [43][2060/2147] lr: 1.870e-01, eta: 8 days, 20:21:09, time: 1.495, data_time: 0.002, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5504, loss_cls: 3.1582, loss: 3.1582, grad_norm: 1.6541 2021-01-20 11:16:19,373 - mmaction - INFO - Epoch [43][2080/2147] lr: 1.870e-01, eta: 8 days, 20:20:29, time: 1.597, data_time: 0.010, memory: 16628, top1_acc: 0.2955, top5_acc: 0.5549, loss_cls: 3.2129, loss: 3.2129, grad_norm: 1.5938 2021-01-20 11:16:49,418 - mmaction - INFO - Epoch [43][2100/2147] lr: 1.870e-01, eta: 8 days, 20:19:39, time: 1.504, data_time: 0.008, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5710, loss_cls: 3.1292, loss: 3.1292, grad_norm: 1.6526 2021-01-20 11:17:18,120 - mmaction - INFO - Epoch [43][2120/2147] lr: 1.870e-01, eta: 8 days, 20:18:42, time: 1.440, data_time: 0.007, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5594, loss_cls: 3.2105, loss: 3.2105, grad_norm: 1.6555 2021-01-20 11:17:50,285 - mmaction - INFO - Epoch [43][2140/2147] lr: 1.870e-01, eta: 8 days, 20:18:02, time: 1.600, data_time: 0.005, memory: 16628, top1_acc: 0.2933, top5_acc: 0.5562, loss_cls: 3.2581, loss: 3.2581, grad_norm: 1.6728 2021-01-20 11:22:26,642 - mmaction - INFO - Epoch [44][20/2147] lr: 1.864e-01, eta: 8 days, 20:34:30, time: 12.692, data_time: 11.148, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5429, loss_cls: 3.2711, loss: 3.2711, grad_norm: 1.6485 2021-01-20 11:22:58,923 - mmaction - INFO - Epoch [44][40/2147] lr: 1.864e-01, eta: 8 days, 20:33:51, time: 1.612, data_time: 0.005, memory: 16628, top1_acc: 0.3371, top5_acc: 0.5893, loss_cls: 3.0448, loss: 3.0448, grad_norm: 1.7025 2021-01-20 11:23:29,367 - mmaction - INFO - Epoch [44][60/2147] lr: 1.864e-01, eta: 8 days, 20:33:02, time: 1.522, data_time: 0.007, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5737, loss_cls: 3.1824, loss: 3.1824, grad_norm: 1.6769 2021-01-20 11:23:58,793 - mmaction - INFO - Epoch [44][80/2147] lr: 1.864e-01, eta: 8 days, 20:32:09, time: 1.471, data_time: 0.007, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5732, loss_cls: 3.1245, loss: 3.1245, grad_norm: 1.6283 2021-01-20 11:24:28,727 - mmaction - INFO - Epoch [44][100/2147] lr: 1.864e-01, eta: 8 days, 20:31:18, time: 1.499, data_time: 0.010, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5741, loss_cls: 3.0969, loss: 3.0969, grad_norm: 1.6591 2021-01-20 11:24:58,436 - mmaction - INFO - Epoch [44][120/2147] lr: 1.864e-01, eta: 8 days, 20:30:26, time: 1.484, data_time: 0.006, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5795, loss_cls: 3.1509, loss: 3.1509, grad_norm: 1.6586 2021-01-20 11:25:30,307 - mmaction - INFO - Epoch [44][140/2147] lr: 1.864e-01, eta: 8 days, 20:29:44, time: 1.593, data_time: 0.003, memory: 16628, top1_acc: 0.2951, top5_acc: 0.5571, loss_cls: 3.2356, loss: 3.2356, grad_norm: 1.6871 2021-01-20 11:26:01,666 - mmaction - INFO - Epoch [44][160/2147] lr: 1.864e-01, eta: 8 days, 20:29:01, time: 1.570, data_time: 0.007, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5576, loss_cls: 3.2241, loss: 3.2241, grad_norm: 1.6843 2021-01-20 11:26:32,181 - mmaction - INFO - Epoch [44][180/2147] lr: 1.864e-01, eta: 8 days, 20:28:13, time: 1.524, data_time: 0.007, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5839, loss_cls: 3.0881, loss: 3.0881, grad_norm: 1.6150 2021-01-20 11:27:07,694 - mmaction - INFO - Epoch [44][200/2147] lr: 1.864e-01, eta: 8 days, 20:27:49, time: 1.775, data_time: 0.062, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5714, loss_cls: 3.1613, loss: 3.1613, grad_norm: 1.6543 2021-01-20 11:27:36,878 - mmaction - INFO - Epoch [44][220/2147] lr: 1.864e-01, eta: 8 days, 20:26:55, time: 1.461, data_time: 0.009, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5728, loss_cls: 3.1749, loss: 3.1749, grad_norm: 1.6873 2021-01-20 11:28:06,606 - mmaction - INFO - Epoch [44][240/2147] lr: 1.864e-01, eta: 8 days, 20:26:03, time: 1.486, data_time: 0.008, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5518, loss_cls: 3.2077, loss: 3.2077, grad_norm: 1.6470 2021-01-20 11:28:36,785 - mmaction - INFO - Epoch [44][260/2147] lr: 1.864e-01, eta: 8 days, 20:25:13, time: 1.505, data_time: 0.003, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5746, loss_cls: 3.1352, loss: 3.1352, grad_norm: 1.6540 2021-01-20 11:29:06,141 - mmaction - INFO - Epoch [44][280/2147] lr: 1.864e-01, eta: 8 days, 20:24:19, time: 1.472, data_time: 0.013, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5790, loss_cls: 3.1189, loss: 3.1189, grad_norm: 1.6479 2021-01-20 11:29:36,115 - mmaction - INFO - Epoch [44][300/2147] lr: 1.864e-01, eta: 8 days, 20:23:29, time: 1.497, data_time: 0.003, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5768, loss_cls: 3.0813, loss: 3.0813, grad_norm: 1.6621 2021-01-20 11:30:09,020 - mmaction - INFO - Epoch [44][320/2147] lr: 1.864e-01, eta: 8 days, 20:22:53, time: 1.647, data_time: 0.005, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5594, loss_cls: 3.2006, loss: 3.2006, grad_norm: 1.6504 2021-01-20 11:30:39,539 - mmaction - INFO - Epoch [44][340/2147] lr: 1.864e-01, eta: 8 days, 20:22:03, time: 1.515, data_time: 0.003, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5504, loss_cls: 3.2570, loss: 3.2570, grad_norm: 1.7127 2021-01-20 11:31:08,759 - mmaction - INFO - Epoch [44][360/2147] lr: 1.864e-01, eta: 8 days, 20:21:10, time: 1.471, data_time: 0.014, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5696, loss_cls: 3.2041, loss: 3.2041, grad_norm: 1.6837 2021-01-20 11:31:47,777 - mmaction - INFO - Epoch [44][380/2147] lr: 1.864e-01, eta: 8 days, 20:21:04, time: 1.949, data_time: 0.012, memory: 16628, top1_acc: 0.2969, top5_acc: 0.5562, loss_cls: 3.2056, loss: 3.2056, grad_norm: 1.6372 2021-01-20 11:32:16,959 - mmaction - INFO - Epoch [44][400/2147] lr: 1.864e-01, eta: 8 days, 20:20:10, time: 1.463, data_time: 0.009, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5799, loss_cls: 3.1016, loss: 3.1016, grad_norm: 1.6548 2021-01-20 11:32:47,754 - mmaction - INFO - Epoch [44][420/2147] lr: 1.864e-01, eta: 8 days, 20:19:22, time: 1.531, data_time: 0.004, memory: 16628, top1_acc: 0.3384, top5_acc: 0.5754, loss_cls: 3.1287, loss: 3.1287, grad_norm: 1.6524 2021-01-20 11:33:17,972 - mmaction - INFO - Epoch [44][440/2147] lr: 1.864e-01, eta: 8 days, 20:18:33, time: 1.513, data_time: 0.012, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5670, loss_cls: 3.1304, loss: 3.1304, grad_norm: 1.6958 2021-01-20 11:33:48,409 - mmaction - INFO - Epoch [44][460/2147] lr: 1.864e-01, eta: 8 days, 20:17:45, time: 1.525, data_time: 0.011, memory: 16628, top1_acc: 0.2969, top5_acc: 0.5603, loss_cls: 3.2288, loss: 3.2288, grad_norm: 1.6995 2021-01-20 11:34:18,026 - mmaction - INFO - Epoch [44][480/2147] lr: 1.864e-01, eta: 8 days, 20:16:53, time: 1.482, data_time: 0.008, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5567, loss_cls: 3.1630, loss: 3.1630, grad_norm: 1.6590 2021-01-20 11:34:51,879 - mmaction - INFO - Epoch [44][500/2147] lr: 1.864e-01, eta: 8 days, 20:16:21, time: 1.694, data_time: 0.006, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5679, loss_cls: 3.1952, loss: 3.1952, grad_norm: 1.6502 2021-01-20 11:35:20,646 - mmaction - INFO - Epoch [44][520/2147] lr: 1.864e-01, eta: 8 days, 20:15:25, time: 1.440, data_time: 0.006, memory: 16628, top1_acc: 0.2866, top5_acc: 0.5357, loss_cls: 3.2521, loss: 3.2521, grad_norm: 1.6088 2021-01-20 11:35:53,526 - mmaction - INFO - Epoch [44][540/2147] lr: 1.864e-01, eta: 8 days, 20:14:48, time: 1.641, data_time: 0.002, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5683, loss_cls: 3.2039, loss: 3.2039, grad_norm: 1.6358 2021-01-20 11:36:24,535 - mmaction - INFO - Epoch [44][560/2147] lr: 1.864e-01, eta: 8 days, 20:14:03, time: 1.551, data_time: 0.005, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5772, loss_cls: 3.1445, loss: 3.1445, grad_norm: 1.6513 2021-01-20 11:36:54,755 - mmaction - INFO - Epoch [44][580/2147] lr: 1.864e-01, eta: 8 days, 20:13:14, time: 1.511, data_time: 0.006, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5652, loss_cls: 3.1488, loss: 3.1488, grad_norm: 1.6852 2021-01-20 11:37:23,659 - mmaction - INFO - Epoch [44][600/2147] lr: 1.864e-01, eta: 8 days, 20:12:18, time: 1.445, data_time: 0.006, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5723, loss_cls: 3.1103, loss: 3.1103, grad_norm: 1.6896 2021-01-20 11:37:55,977 - mmaction - INFO - Epoch [44][620/2147] lr: 1.864e-01, eta: 8 days, 20:11:39, time: 1.618, data_time: 0.004, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5585, loss_cls: 3.2063, loss: 3.2063, grad_norm: 1.6802 2021-01-20 11:38:24,849 - mmaction - INFO - Epoch [44][640/2147] lr: 1.864e-01, eta: 8 days, 20:10:43, time: 1.443, data_time: 0.002, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5638, loss_cls: 3.2383, loss: 3.2383, grad_norm: 1.6352 2021-01-20 11:38:54,408 - mmaction - INFO - Epoch [44][660/2147] lr: 1.864e-01, eta: 8 days, 20:09:50, time: 1.476, data_time: 0.010, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5719, loss_cls: 3.1019, loss: 3.1019, grad_norm: 1.6795 2021-01-20 11:39:23,261 - mmaction - INFO - Epoch [44][680/2147] lr: 1.864e-01, eta: 8 days, 20:08:54, time: 1.443, data_time: 0.005, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5665, loss_cls: 3.1605, loss: 3.1605, grad_norm: 1.6943 2021-01-20 11:39:53,821 - mmaction - INFO - Epoch [44][700/2147] lr: 1.864e-01, eta: 8 days, 20:08:07, time: 1.529, data_time: 0.004, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5598, loss_cls: 3.1780, loss: 3.1780, grad_norm: 1.6800 2021-01-20 11:40:22,409 - mmaction - INFO - Epoch [44][720/2147] lr: 1.864e-01, eta: 8 days, 20:07:09, time: 1.428, data_time: 0.007, memory: 16628, top1_acc: 0.3018, top5_acc: 0.5411, loss_cls: 3.2560, loss: 3.2560, grad_norm: 1.6829 2021-01-20 11:40:52,667 - mmaction - INFO - Epoch [44][740/2147] lr: 1.864e-01, eta: 8 days, 20:06:20, time: 1.515, data_time: 0.006, memory: 16628, top1_acc: 0.2982, top5_acc: 0.5768, loss_cls: 3.1938, loss: 3.1938, grad_norm: 1.6547 2021-01-20 11:41:23,178 - mmaction - INFO - Epoch [44][760/2147] lr: 1.864e-01, eta: 8 days, 20:05:32, time: 1.518, data_time: 0.003, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5571, loss_cls: 3.1798, loss: 3.1798, grad_norm: 1.6677 2021-01-20 11:42:10,892 - mmaction - INFO - Epoch [44][780/2147] lr: 1.864e-01, eta: 8 days, 20:06:09, time: 2.392, data_time: 0.011, memory: 16628, top1_acc: 0.2817, top5_acc: 0.5469, loss_cls: 3.2768, loss: 3.2768, grad_norm: 1.7346 2021-01-20 11:42:44,154 - mmaction - INFO - Epoch [44][800/2147] lr: 1.864e-01, eta: 8 days, 20:05:34, time: 1.656, data_time: 0.007, memory: 16628, top1_acc: 0.3018, top5_acc: 0.5442, loss_cls: 3.2229, loss: 3.2229, grad_norm: 1.6199 2021-01-20 11:43:12,992 - mmaction - INFO - Epoch [44][820/2147] lr: 1.864e-01, eta: 8 days, 20:04:38, time: 1.451, data_time: 0.014, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5844, loss_cls: 3.0598, loss: 3.0598, grad_norm: 1.6793 2021-01-20 11:43:43,711 - mmaction - INFO - Epoch [44][840/2147] lr: 1.864e-01, eta: 8 days, 20:03:51, time: 1.535, data_time: 0.004, memory: 16628, top1_acc: 0.2839, top5_acc: 0.5402, loss_cls: 3.2736, loss: 3.2736, grad_norm: 1.7088 2021-01-20 11:44:16,312 - mmaction - INFO - Epoch [44][860/2147] lr: 1.864e-01, eta: 8 days, 20:03:13, time: 1.621, data_time: 0.003, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5705, loss_cls: 3.1579, loss: 3.1579, grad_norm: 1.6512 2021-01-20 11:44:45,931 - mmaction - INFO - Epoch [44][880/2147] lr: 1.864e-01, eta: 8 days, 20:02:21, time: 1.486, data_time: 0.013, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5612, loss_cls: 3.2107, loss: 3.2107, grad_norm: 1.6744 2021-01-20 11:45:16,687 - mmaction - INFO - Epoch [44][900/2147] lr: 1.864e-01, eta: 8 days, 20:01:35, time: 1.541, data_time: 0.008, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5598, loss_cls: 3.1738, loss: 3.1738, grad_norm: 1.6108 2021-01-20 11:45:45,825 - mmaction - INFO - Epoch [44][920/2147] lr: 1.864e-01, eta: 8 days, 20:00:41, time: 1.458, data_time: 0.005, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5652, loss_cls: 3.1161, loss: 3.1161, grad_norm: 1.6562 2021-01-20 11:46:14,673 - mmaction - INFO - Epoch [44][940/2147] lr: 1.864e-01, eta: 8 days, 19:59:45, time: 1.444, data_time: 0.004, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5728, loss_cls: 3.1030, loss: 3.1030, grad_norm: 1.6485 2021-01-20 11:46:45,106 - mmaction - INFO - Epoch [44][960/2147] lr: 1.864e-01, eta: 8 days, 19:58:56, time: 1.521, data_time: 0.016, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5759, loss_cls: 3.1756, loss: 3.1756, grad_norm: 1.7029 2021-01-20 11:47:16,109 - mmaction - INFO - Epoch [44][980/2147] lr: 1.864e-01, eta: 8 days, 19:58:11, time: 1.548, data_time: 0.002, memory: 16628, top1_acc: 0.2933, top5_acc: 0.5388, loss_cls: 3.2603, loss: 3.2603, grad_norm: 1.6544 2021-01-20 11:47:46,353 - mmaction - INFO - Epoch [44][1000/2147] lr: 1.864e-01, eta: 8 days, 19:57:22, time: 1.515, data_time: 0.006, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5625, loss_cls: 3.1792, loss: 3.1792, grad_norm: 1.6090 2021-01-20 11:48:15,619 - mmaction - INFO - Epoch [44][1020/2147] lr: 1.864e-01, eta: 8 days, 19:56:28, time: 1.462, data_time: 0.004, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5759, loss_cls: 3.1173, loss: 3.1173, grad_norm: 1.6538 2021-01-20 11:48:48,486 - mmaction - INFO - Epoch [44][1040/2147] lr: 1.864e-01, eta: 8 days, 19:55:52, time: 1.644, data_time: 0.004, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5723, loss_cls: 3.1316, loss: 3.1316, grad_norm: 1.6741 2021-01-20 11:49:17,646 - mmaction - INFO - Epoch [44][1060/2147] lr: 1.864e-01, eta: 8 days, 19:54:57, time: 1.451, data_time: 0.004, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5701, loss_cls: 3.1196, loss: 3.1196, grad_norm: 1.6412 2021-01-20 11:49:48,836 - mmaction - INFO - Epoch [44][1080/2147] lr: 1.864e-01, eta: 8 days, 19:54:13, time: 1.562, data_time: 0.013, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5647, loss_cls: 3.1966, loss: 3.1966, grad_norm: 1.6806 2021-01-20 11:50:18,613 - mmaction - INFO - Epoch [44][1100/2147] lr: 1.864e-01, eta: 8 days, 19:53:21, time: 1.484, data_time: 0.008, memory: 16628, top1_acc: 0.3004, top5_acc: 0.5536, loss_cls: 3.1796, loss: 3.1796, grad_norm: 1.6228 2021-01-20 11:50:48,184 - mmaction - INFO - Epoch [44][1120/2147] lr: 1.864e-01, eta: 8 days, 19:52:29, time: 1.487, data_time: 0.011, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5500, loss_cls: 3.2292, loss: 3.2292, grad_norm: 1.6616 2021-01-20 11:51:17,467 - mmaction - INFO - Epoch [44][1140/2147] lr: 1.864e-01, eta: 8 days, 19:51:35, time: 1.461, data_time: 0.004, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5571, loss_cls: 3.2223, loss: 3.2223, grad_norm: 1.6385 2021-01-20 11:51:48,873 - mmaction - INFO - Epoch [44][1160/2147] lr: 1.864e-01, eta: 8 days, 19:50:52, time: 1.574, data_time: 0.006, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5571, loss_cls: 3.2094, loss: 3.2094, grad_norm: 1.6416 2021-01-20 11:52:18,146 - mmaction - INFO - Epoch [44][1180/2147] lr: 1.864e-01, eta: 8 days, 19:49:58, time: 1.459, data_time: 0.003, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5621, loss_cls: 3.1840, loss: 3.1840, grad_norm: 1.6630 2021-01-20 11:52:47,401 - mmaction - INFO - Epoch [44][1200/2147] lr: 1.864e-01, eta: 8 days, 19:49:05, time: 1.467, data_time: 0.011, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5629, loss_cls: 3.1478, loss: 3.1478, grad_norm: 1.6193 2021-01-20 11:53:16,397 - mmaction - INFO - Epoch [44][1220/2147] lr: 1.864e-01, eta: 8 days, 19:48:10, time: 1.450, data_time: 0.003, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5754, loss_cls: 3.1340, loss: 3.1340, grad_norm: 1.6422 2021-01-20 11:53:45,221 - mmaction - INFO - Epoch [44][1240/2147] lr: 1.864e-01, eta: 8 days, 19:47:14, time: 1.442, data_time: 0.005, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5696, loss_cls: 3.1298, loss: 3.1298, grad_norm: 1.6669 2021-01-20 11:54:16,569 - mmaction - INFO - Epoch [44][1260/2147] lr: 1.864e-01, eta: 8 days, 19:46:30, time: 1.565, data_time: 0.003, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5670, loss_cls: 3.1865, loss: 3.1865, grad_norm: 1.6351 2021-01-20 11:54:45,709 - mmaction - INFO - Epoch [44][1280/2147] lr: 1.864e-01, eta: 8 days, 19:45:35, time: 1.458, data_time: 0.004, memory: 16628, top1_acc: 0.2982, top5_acc: 0.5469, loss_cls: 3.2947, loss: 3.2947, grad_norm: 1.6136 2021-01-20 11:55:14,802 - mmaction - INFO - Epoch [44][1300/2147] lr: 1.864e-01, eta: 8 days, 19:44:40, time: 1.450, data_time: 0.004, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5826, loss_cls: 3.1263, loss: 3.1263, grad_norm: 1.6604 2021-01-20 11:55:45,580 - mmaction - INFO - Epoch [44][1320/2147] lr: 1.864e-01, eta: 8 days, 19:43:55, time: 1.545, data_time: 0.011, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5696, loss_cls: 3.1600, loss: 3.1600, grad_norm: 1.6399 2021-01-20 11:56:17,254 - mmaction - INFO - Epoch [44][1340/2147] lr: 1.864e-01, eta: 8 days, 19:43:13, time: 1.582, data_time: 0.005, memory: 16628, top1_acc: 0.2777, top5_acc: 0.5379, loss_cls: 3.3073, loss: 3.3073, grad_norm: 1.6725 2021-01-20 11:56:46,282 - mmaction - INFO - Epoch [44][1360/2147] lr: 1.864e-01, eta: 8 days, 19:42:18, time: 1.454, data_time: 0.005, memory: 16628, top1_acc: 0.3000, top5_acc: 0.5634, loss_cls: 3.1960, loss: 3.1960, grad_norm: 1.6185 2021-01-20 11:57:17,103 - mmaction - INFO - Epoch [44][1380/2147] lr: 1.864e-01, eta: 8 days, 19:41:32, time: 1.539, data_time: 0.004, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5603, loss_cls: 3.1526, loss: 3.1526, grad_norm: 1.6112 2021-01-20 11:57:46,667 - mmaction - INFO - Epoch [44][1400/2147] lr: 1.864e-01, eta: 8 days, 19:40:39, time: 1.479, data_time: 0.005, memory: 16628, top1_acc: 0.3013, top5_acc: 0.5491, loss_cls: 3.2654, loss: 3.2654, grad_norm: 1.6835 2021-01-20 11:58:15,645 - mmaction - INFO - Epoch [44][1420/2147] lr: 1.864e-01, eta: 8 days, 19:39:44, time: 1.450, data_time: 0.004, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5621, loss_cls: 3.2447, loss: 3.2447, grad_norm: 1.6253 2021-01-20 11:58:47,707 - mmaction - INFO - Epoch [44][1440/2147] lr: 1.864e-01, eta: 8 days, 19:39:04, time: 1.600, data_time: 0.002, memory: 16628, top1_acc: 0.2929, top5_acc: 0.5464, loss_cls: 3.2803, loss: 3.2803, grad_norm: 1.5681 2021-01-20 11:59:18,865 - mmaction - INFO - Epoch [44][1460/2147] lr: 1.864e-01, eta: 8 days, 19:38:20, time: 1.559, data_time: 0.005, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5598, loss_cls: 3.2379, loss: 3.2379, grad_norm: 1.6409 2021-01-20 11:59:51,257 - mmaction - INFO - Epoch [44][1480/2147] lr: 1.864e-01, eta: 8 days, 19:37:41, time: 1.618, data_time: 0.005, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5723, loss_cls: 3.1820, loss: 3.1820, grad_norm: 1.6292 2021-01-20 12:00:22,392 - mmaction - INFO - Epoch [44][1500/2147] lr: 1.864e-01, eta: 8 days, 19:36:57, time: 1.557, data_time: 0.008, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5683, loss_cls: 3.1762, loss: 3.1762, grad_norm: 1.6338 2021-01-20 12:00:51,470 - mmaction - INFO - Epoch [44][1520/2147] lr: 1.864e-01, eta: 8 days, 19:36:02, time: 1.454, data_time: 0.005, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5647, loss_cls: 3.2047, loss: 3.2047, grad_norm: 1.6559 2021-01-20 12:01:23,292 - mmaction - INFO - Epoch [44][1540/2147] lr: 1.864e-01, eta: 8 days, 19:35:21, time: 1.593, data_time: 0.007, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5585, loss_cls: 3.2180, loss: 3.2180, grad_norm: 1.6386 2021-01-20 12:01:54,847 - mmaction - INFO - Epoch [44][1560/2147] lr: 1.864e-01, eta: 8 days, 19:34:39, time: 1.579, data_time: 0.005, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5638, loss_cls: 3.1893, loss: 3.1893, grad_norm: 1.6852 2021-01-20 12:02:25,649 - mmaction - INFO - Epoch [44][1580/2147] lr: 1.864e-01, eta: 8 days, 19:33:52, time: 1.540, data_time: 0.003, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5607, loss_cls: 3.1916, loss: 3.1916, grad_norm: 1.6729 2021-01-20 12:02:54,638 - mmaction - INFO - Epoch [44][1600/2147] lr: 1.864e-01, eta: 8 days, 19:32:57, time: 1.449, data_time: 0.002, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5540, loss_cls: 3.2336, loss: 3.2336, grad_norm: 1.6413 2021-01-20 12:03:23,705 - mmaction - INFO - Epoch [44][1620/2147] lr: 1.864e-01, eta: 8 days, 19:32:03, time: 1.454, data_time: 0.012, memory: 16628, top1_acc: 0.2942, top5_acc: 0.5576, loss_cls: 3.2436, loss: 3.2436, grad_norm: 1.6884 2021-01-20 12:03:52,923 - mmaction - INFO - Epoch [44][1640/2147] lr: 1.864e-01, eta: 8 days, 19:31:09, time: 1.461, data_time: 0.003, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5701, loss_cls: 3.2070, loss: 3.2070, grad_norm: 1.6528 2021-01-20 12:04:21,658 - mmaction - INFO - Epoch [44][1660/2147] lr: 1.864e-01, eta: 8 days, 19:30:13, time: 1.432, data_time: 0.002, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5460, loss_cls: 3.2400, loss: 3.2400, grad_norm: 1.5923 2021-01-20 12:04:51,290 - mmaction - INFO - Epoch [44][1680/2147] lr: 1.864e-01, eta: 8 days, 19:29:21, time: 1.483, data_time: 0.008, memory: 16628, top1_acc: 0.2924, top5_acc: 0.5607, loss_cls: 3.1896, loss: 3.1896, grad_norm: 1.6804 2021-01-20 12:05:20,341 - mmaction - INFO - Epoch [44][1700/2147] lr: 1.864e-01, eta: 8 days, 19:28:27, time: 1.454, data_time: 0.009, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5585, loss_cls: 3.1857, loss: 3.1857, grad_norm: 1.6560 2021-01-20 12:05:49,949 - mmaction - INFO - Epoch [44][1720/2147] lr: 1.864e-01, eta: 8 days, 19:27:34, time: 1.474, data_time: 0.004, memory: 16628, top1_acc: 0.3085, top5_acc: 0.5612, loss_cls: 3.1597, loss: 3.1597, grad_norm: 1.7053 2021-01-20 12:06:19,045 - mmaction - INFO - Epoch [44][1740/2147] lr: 1.864e-01, eta: 8 days, 19:26:40, time: 1.461, data_time: 0.010, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5656, loss_cls: 3.1666, loss: 3.1666, grad_norm: 1.6668 2021-01-20 12:06:51,566 - mmaction - INFO - Epoch [44][1760/2147] lr: 1.864e-01, eta: 8 days, 19:26:03, time: 1.625, data_time: 0.004, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5661, loss_cls: 3.1608, loss: 3.1608, grad_norm: 1.6554 2021-01-20 12:07:20,415 - mmaction - INFO - Epoch [44][1780/2147] lr: 1.864e-01, eta: 8 days, 19:25:07, time: 1.444, data_time: 0.004, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5728, loss_cls: 3.1328, loss: 3.1328, grad_norm: 1.6793 2021-01-20 12:07:52,002 - mmaction - INFO - Epoch [44][1800/2147] lr: 1.864e-01, eta: 8 days, 19:24:24, time: 1.569, data_time: 0.002, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5625, loss_cls: 3.1670, loss: 3.1670, grad_norm: 1.6405 2021-01-20 12:08:20,954 - mmaction - INFO - Epoch [44][1820/2147] lr: 1.864e-01, eta: 8 days, 19:23:30, time: 1.457, data_time: 0.016, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5741, loss_cls: 3.1306, loss: 3.1306, grad_norm: 1.6468 2021-01-20 12:08:49,727 - mmaction - INFO - Epoch [44][1840/2147] lr: 1.864e-01, eta: 8 days, 19:22:34, time: 1.438, data_time: 0.002, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5665, loss_cls: 3.2116, loss: 3.2116, grad_norm: 1.6922 2021-01-20 12:09:19,908 - mmaction - INFO - Epoch [44][1860/2147] lr: 1.864e-01, eta: 8 days, 19:21:45, time: 1.509, data_time: 0.002, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5522, loss_cls: 3.2304, loss: 3.2304, grad_norm: 1.6413 2021-01-20 12:09:52,337 - mmaction - INFO - Epoch [44][1880/2147] lr: 1.864e-01, eta: 8 days, 19:21:06, time: 1.619, data_time: 0.006, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5527, loss_cls: 3.1949, loss: 3.1949, grad_norm: 1.6801 2021-01-20 12:10:31,672 - mmaction - INFO - Epoch [44][1900/2147] lr: 1.864e-01, eta: 8 days, 19:21:02, time: 1.966, data_time: 0.006, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5719, loss_cls: 3.1587, loss: 3.1587, grad_norm: 1.6412 2021-01-20 12:11:01,886 - mmaction - INFO - Epoch [44][1920/2147] lr: 1.864e-01, eta: 8 days, 19:20:13, time: 1.512, data_time: 0.006, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5799, loss_cls: 3.0909, loss: 3.0909, grad_norm: 1.6388 2021-01-20 12:11:32,457 - mmaction - INFO - Epoch [44][1940/2147] lr: 1.864e-01, eta: 8 days, 19:19:26, time: 1.529, data_time: 0.005, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5665, loss_cls: 3.1682, loss: 3.1682, grad_norm: 1.6768 2021-01-20 12:12:03,996 - mmaction - INFO - Epoch [44][1960/2147] lr: 1.864e-01, eta: 8 days, 19:18:43, time: 1.575, data_time: 0.047, memory: 16628, top1_acc: 0.2951, top5_acc: 0.5665, loss_cls: 3.2376, loss: 3.2376, grad_norm: 1.6528 2021-01-20 12:12:34,976 - mmaction - INFO - Epoch [44][1980/2147] lr: 1.864e-01, eta: 8 days, 19:17:58, time: 1.549, data_time: 0.012, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5701, loss_cls: 3.1948, loss: 3.1948, grad_norm: 1.6525 2021-01-20 12:13:03,731 - mmaction - INFO - Epoch [44][2000/2147] lr: 1.864e-01, eta: 8 days, 19:17:02, time: 1.440, data_time: 0.012, memory: 16628, top1_acc: 0.3063, top5_acc: 0.5612, loss_cls: 3.1596, loss: 3.1596, grad_norm: 1.6661 2021-01-20 12:13:34,285 - mmaction - INFO - Epoch [44][2020/2147] lr: 1.864e-01, eta: 8 days, 19:16:15, time: 1.528, data_time: 0.003, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5580, loss_cls: 3.1999, loss: 3.1999, grad_norm: 1.6611 2021-01-20 12:14:04,652 - mmaction - INFO - Epoch [44][2040/2147] lr: 1.864e-01, eta: 8 days, 19:15:27, time: 1.516, data_time: 0.002, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5625, loss_cls: 3.2084, loss: 3.2084, grad_norm: 1.6561 2021-01-20 12:14:33,727 - mmaction - INFO - Epoch [44][2060/2147] lr: 1.864e-01, eta: 8 days, 19:14:32, time: 1.453, data_time: 0.008, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5625, loss_cls: 3.1678, loss: 3.1678, grad_norm: 1.6855 2021-01-20 12:15:03,945 - mmaction - INFO - Epoch [44][2080/2147] lr: 1.864e-01, eta: 8 days, 19:13:44, time: 1.514, data_time: 0.005, memory: 16628, top1_acc: 0.2951, top5_acc: 0.5478, loss_cls: 3.2394, loss: 3.2394, grad_norm: 1.6531 2021-01-20 12:15:33,082 - mmaction - INFO - Epoch [44][2100/2147] lr: 1.864e-01, eta: 8 days, 19:12:50, time: 1.457, data_time: 0.003, memory: 16628, top1_acc: 0.2853, top5_acc: 0.5723, loss_cls: 3.1867, loss: 3.1867, grad_norm: 1.6766 2021-01-20 12:16:03,539 - mmaction - INFO - Epoch [44][2120/2147] lr: 1.864e-01, eta: 8 days, 19:12:02, time: 1.522, data_time: 0.002, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5598, loss_cls: 3.2141, loss: 3.2141, grad_norm: 1.7004 2021-01-20 12:16:32,691 - mmaction - INFO - Epoch [44][2140/2147] lr: 1.864e-01, eta: 8 days, 19:11:08, time: 1.455, data_time: 0.005, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5545, loss_cls: 3.2288, loss: 3.2288, grad_norm: 1.6635 2021-01-20 12:17:00,352 - mmaction - INFO - Saving checkpoint at 44 epochs 2021-01-20 12:21:09,667 - mmaction - INFO - Epoch [45][20/2147] lr: 1.858e-01, eta: 8 days, 19:26:37, time: 12.367, data_time: 10.753, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5607, loss_cls: 3.2077, loss: 3.2077, grad_norm: 1.6202 2021-01-20 12:21:41,119 - mmaction - INFO - Epoch [45][40/2147] lr: 1.858e-01, eta: 8 days, 19:25:51, time: 1.536, data_time: 0.009, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5750, loss_cls: 3.1519, loss: 3.1519, grad_norm: 1.6301 2021-01-20 12:22:16,603 - mmaction - INFO - Epoch [45][60/2147] lr: 1.858e-01, eta: 8 days, 19:25:31, time: 1.813, data_time: 0.113, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5732, loss_cls: 3.1494, loss: 3.1494, grad_norm: 1.6575 2021-01-20 12:22:45,479 - mmaction - INFO - Epoch [45][80/2147] lr: 1.858e-01, eta: 8 days, 19:24:35, time: 1.443, data_time: 0.010, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5625, loss_cls: 3.1354, loss: 3.1354, grad_norm: 1.6652 2021-01-20 12:23:17,651 - mmaction - INFO - Epoch [45][100/2147] lr: 1.858e-01, eta: 8 days, 19:23:55, time: 1.608, data_time: 0.004, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5607, loss_cls: 3.2109, loss: 3.2109, grad_norm: 1.6806 2021-01-20 12:23:48,520 - mmaction - INFO - Epoch [45][120/2147] lr: 1.858e-01, eta: 8 days, 19:23:10, time: 1.546, data_time: 0.005, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5638, loss_cls: 3.1447, loss: 3.1447, grad_norm: 1.6530 2021-01-20 12:24:19,506 - mmaction - INFO - Epoch [45][140/2147] lr: 1.858e-01, eta: 8 days, 19:22:24, time: 1.545, data_time: 0.005, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5786, loss_cls: 3.1125, loss: 3.1125, grad_norm: 1.6590 2021-01-20 12:24:48,960 - mmaction - INFO - Epoch [45][160/2147] lr: 1.858e-01, eta: 8 days, 19:21:32, time: 1.475, data_time: 0.007, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5719, loss_cls: 3.1439, loss: 3.1439, grad_norm: 1.6817 2021-01-20 12:25:23,288 - mmaction - INFO - Epoch [45][180/2147] lr: 1.858e-01, eta: 8 days, 19:21:03, time: 1.716, data_time: 0.011, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5621, loss_cls: 3.1752, loss: 3.1752, grad_norm: 1.6955 2021-01-20 12:25:52,214 - mmaction - INFO - Epoch [45][200/2147] lr: 1.858e-01, eta: 8 days, 19:20:08, time: 1.447, data_time: 0.005, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5647, loss_cls: 3.1901, loss: 3.1901, grad_norm: 1.6608 2021-01-20 12:26:21,467 - mmaction - INFO - Epoch [45][220/2147] lr: 1.858e-01, eta: 8 days, 19:19:14, time: 1.463, data_time: 0.003, memory: 16628, top1_acc: 0.3281, top5_acc: 0.5638, loss_cls: 3.1383, loss: 3.1383, grad_norm: 1.6502 2021-01-20 12:26:51,665 - mmaction - INFO - Epoch [45][240/2147] lr: 1.858e-01, eta: 8 days, 19:18:25, time: 1.510, data_time: 0.005, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5576, loss_cls: 3.1872, loss: 3.1872, grad_norm: 1.6424 2021-01-20 12:27:20,891 - mmaction - INFO - Epoch [45][260/2147] lr: 1.858e-01, eta: 8 days, 19:17:31, time: 1.462, data_time: 0.004, memory: 16628, top1_acc: 0.2964, top5_acc: 0.5603, loss_cls: 3.2059, loss: 3.2059, grad_norm: 1.6839 2021-01-20 12:27:50,045 - mmaction - INFO - Epoch [45][280/2147] lr: 1.858e-01, eta: 8 days, 19:16:37, time: 1.454, data_time: 0.001, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5589, loss_cls: 3.2285, loss: 3.2285, grad_norm: 1.6509 2021-01-20 12:28:19,607 - mmaction - INFO - Epoch [45][300/2147] lr: 1.858e-01, eta: 8 days, 19:15:45, time: 1.479, data_time: 0.011, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5652, loss_cls: 3.1795, loss: 3.1795, grad_norm: 1.6222 2021-01-20 12:28:48,595 - mmaction - INFO - Epoch [45][320/2147] lr: 1.858e-01, eta: 8 days, 19:14:50, time: 1.450, data_time: 0.011, memory: 16628, top1_acc: 0.3013, top5_acc: 0.5629, loss_cls: 3.1739, loss: 3.1739, grad_norm: 1.7128 2021-01-20 12:29:17,960 - mmaction - INFO - Epoch [45][340/2147] lr: 1.858e-01, eta: 8 days, 19:13:57, time: 1.467, data_time: 0.004, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5562, loss_cls: 3.1871, loss: 3.1871, grad_norm: 1.6910 2021-01-20 12:29:49,386 - mmaction - INFO - Epoch [45][360/2147] lr: 1.858e-01, eta: 8 days, 19:13:14, time: 1.571, data_time: 0.008, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5795, loss_cls: 3.0999, loss: 3.0999, grad_norm: 1.6566 2021-01-20 12:30:18,737 - mmaction - INFO - Epoch [45][380/2147] lr: 1.858e-01, eta: 8 days, 19:12:21, time: 1.471, data_time: 0.005, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5674, loss_cls: 3.1957, loss: 3.1957, grad_norm: 1.7135 2021-01-20 12:30:49,153 - mmaction - INFO - Epoch [45][400/2147] lr: 1.858e-01, eta: 8 days, 19:11:33, time: 1.519, data_time: 0.002, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5692, loss_cls: 3.1430, loss: 3.1430, grad_norm: 1.6504 2021-01-20 12:31:19,484 - mmaction - INFO - Epoch [45][420/2147] lr: 1.858e-01, eta: 8 days, 19:10:45, time: 1.518, data_time: 0.013, memory: 16628, top1_acc: 0.3000, top5_acc: 0.5504, loss_cls: 3.2220, loss: 3.2220, grad_norm: 1.6934 2021-01-20 12:31:50,745 - mmaction - INFO - Epoch [45][440/2147] lr: 1.858e-01, eta: 8 days, 19:10:01, time: 1.559, data_time: 0.034, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5772, loss_cls: 3.1260, loss: 3.1260, grad_norm: 1.6440 2021-01-20 12:32:21,472 - mmaction - INFO - Epoch [45][460/2147] lr: 1.858e-01, eta: 8 days, 19:09:14, time: 1.538, data_time: 0.010, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5652, loss_cls: 3.1351, loss: 3.1351, grad_norm: 1.6767 2021-01-20 12:32:50,861 - mmaction - INFO - Epoch [45][480/2147] lr: 1.858e-01, eta: 8 days, 19:08:22, time: 1.473, data_time: 0.006, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5545, loss_cls: 3.2125, loss: 3.2125, grad_norm: 1.6916 2021-01-20 12:33:19,993 - mmaction - INFO - Epoch [45][500/2147] lr: 1.858e-01, eta: 8 days, 19:07:28, time: 1.456, data_time: 0.002, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5652, loss_cls: 3.1630, loss: 3.1630, grad_norm: 1.6440 2021-01-20 12:33:48,935 - mmaction - INFO - Epoch [45][520/2147] lr: 1.858e-01, eta: 8 days, 19:06:33, time: 1.447, data_time: 0.001, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5634, loss_cls: 3.1487, loss: 3.1487, grad_norm: 1.6501 2021-01-20 12:34:18,238 - mmaction - INFO - Epoch [45][540/2147] lr: 1.858e-01, eta: 8 days, 19:05:40, time: 1.462, data_time: 0.003, memory: 16628, top1_acc: 0.3062, top5_acc: 0.5705, loss_cls: 3.1863, loss: 3.1863, grad_norm: 1.7094 2021-01-20 12:34:47,048 - mmaction - INFO - Epoch [45][560/2147] lr: 1.858e-01, eta: 8 days, 19:04:44, time: 1.441, data_time: 0.006, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5598, loss_cls: 3.1980, loss: 3.1980, grad_norm: 1.6717 2021-01-20 12:35:15,660 - mmaction - INFO - Epoch [45][580/2147] lr: 1.858e-01, eta: 8 days, 19:03:48, time: 1.430, data_time: 0.004, memory: 16628, top1_acc: 0.3000, top5_acc: 0.5451, loss_cls: 3.2312, loss: 3.2312, grad_norm: 1.6786 2021-01-20 12:35:46,749 - mmaction - INFO - Epoch [45][600/2147] lr: 1.858e-01, eta: 8 days, 19:03:03, time: 1.554, data_time: 0.004, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5500, loss_cls: 3.2454, loss: 3.2454, grad_norm: 1.6474 2021-01-20 12:36:16,156 - mmaction - INFO - Epoch [45][620/2147] lr: 1.858e-01, eta: 8 days, 19:02:10, time: 1.473, data_time: 0.004, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5527, loss_cls: 3.2068, loss: 3.2068, grad_norm: 1.6040 2021-01-20 12:36:46,871 - mmaction - INFO - Epoch [45][640/2147] lr: 1.858e-01, eta: 8 days, 19:01:24, time: 1.534, data_time: 0.006, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5629, loss_cls: 3.1342, loss: 3.1342, grad_norm: 1.6435 2021-01-20 12:37:18,022 - mmaction - INFO - Epoch [45][660/2147] lr: 1.858e-01, eta: 8 days, 19:00:40, time: 1.556, data_time: 0.004, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5790, loss_cls: 3.1040, loss: 3.1040, grad_norm: 1.7022 2021-01-20 12:37:48,625 - mmaction - INFO - Epoch [45][680/2147] lr: 1.858e-01, eta: 8 days, 18:59:52, time: 1.528, data_time: 0.005, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5647, loss_cls: 3.1809, loss: 3.1809, grad_norm: 1.6324 2021-01-20 12:38:17,457 - mmaction - INFO - Epoch [45][700/2147] lr: 1.858e-01, eta: 8 days, 18:58:57, time: 1.444, data_time: 0.008, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5714, loss_cls: 3.1430, loss: 3.1430, grad_norm: 1.6368 2021-01-20 12:38:47,491 - mmaction - INFO - Epoch [45][720/2147] lr: 1.858e-01, eta: 8 days, 18:58:08, time: 1.505, data_time: 0.006, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5732, loss_cls: 3.1352, loss: 3.1352, grad_norm: 1.6711 2021-01-20 12:39:16,342 - mmaction - INFO - Epoch [45][740/2147] lr: 1.858e-01, eta: 8 days, 18:57:12, time: 1.442, data_time: 0.002, memory: 16628, top1_acc: 0.2991, top5_acc: 0.5549, loss_cls: 3.2248, loss: 3.2248, grad_norm: 1.6864 2021-01-20 12:39:47,418 - mmaction - INFO - Epoch [45][760/2147] lr: 1.858e-01, eta: 8 days, 18:56:28, time: 1.550, data_time: 0.012, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5460, loss_cls: 3.2577, loss: 3.2577, grad_norm: 1.6485 2021-01-20 12:40:18,120 - mmaction - INFO - Epoch [45][780/2147] lr: 1.858e-01, eta: 8 days, 18:55:42, time: 1.540, data_time: 0.007, memory: 16628, top1_acc: 0.3062, top5_acc: 0.5616, loss_cls: 3.1812, loss: 3.1812, grad_norm: 1.6665 2021-01-20 12:40:51,304 - mmaction - INFO - Epoch [45][800/2147] lr: 1.858e-01, eta: 8 days, 18:55:07, time: 1.657, data_time: 0.009, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5665, loss_cls: 3.1662, loss: 3.1662, grad_norm: 1.6548 2021-01-20 12:41:21,158 - mmaction - INFO - Epoch [45][820/2147] lr: 1.858e-01, eta: 8 days, 18:54:17, time: 1.495, data_time: 0.008, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5652, loss_cls: 3.1411, loss: 3.1411, grad_norm: 1.6288 2021-01-20 12:41:52,781 - mmaction - INFO - Epoch [45][840/2147] lr: 1.858e-01, eta: 8 days, 18:53:34, time: 1.579, data_time: 0.002, memory: 16628, top1_acc: 0.3085, top5_acc: 0.5487, loss_cls: 3.1644, loss: 3.1644, grad_norm: 1.6450 2021-01-20 12:42:22,359 - mmaction - INFO - Epoch [45][860/2147] lr: 1.858e-01, eta: 8 days, 18:52:43, time: 1.481, data_time: 0.004, memory: 16628, top1_acc: 0.2982, top5_acc: 0.5585, loss_cls: 3.2416, loss: 3.2416, grad_norm: 1.6727 2021-01-20 12:42:53,382 - mmaction - INFO - Epoch [45][880/2147] lr: 1.858e-01, eta: 8 days, 18:51:58, time: 1.551, data_time: 0.003, memory: 16628, top1_acc: 0.3062, top5_acc: 0.5683, loss_cls: 3.1751, loss: 3.1751, grad_norm: 1.6324 2021-01-20 12:43:22,508 - mmaction - INFO - Epoch [45][900/2147] lr: 1.858e-01, eta: 8 days, 18:51:04, time: 1.453, data_time: 0.002, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5679, loss_cls: 3.1579, loss: 3.1579, grad_norm: 1.6289 2021-01-20 12:43:52,660 - mmaction - INFO - Epoch [45][920/2147] lr: 1.858e-01, eta: 8 days, 18:50:15, time: 1.510, data_time: 0.011, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5571, loss_cls: 3.2349, loss: 3.2349, grad_norm: 1.6376 2021-01-20 12:44:21,806 - mmaction - INFO - Epoch [45][940/2147] lr: 1.858e-01, eta: 8 days, 18:49:21, time: 1.456, data_time: 0.003, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5719, loss_cls: 3.1208, loss: 3.1208, grad_norm: 1.6377 2021-01-20 12:44:50,884 - mmaction - INFO - Epoch [45][960/2147] lr: 1.858e-01, eta: 8 days, 18:48:27, time: 1.455, data_time: 0.005, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5522, loss_cls: 3.2052, loss: 3.2052, grad_norm: 1.6474 2021-01-20 12:45:24,704 - mmaction - INFO - Epoch [45][980/2147] lr: 1.858e-01, eta: 8 days, 18:47:55, time: 1.687, data_time: 0.004, memory: 16628, top1_acc: 0.2991, top5_acc: 0.5451, loss_cls: 3.2528, loss: 3.2528, grad_norm: 1.7004 2021-01-20 12:45:54,933 - mmaction - INFO - Epoch [45][1000/2147] lr: 1.858e-01, eta: 8 days, 18:47:07, time: 1.514, data_time: 0.008, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5696, loss_cls: 3.1436, loss: 3.1436, grad_norm: 1.6407 2021-01-20 12:46:25,748 - mmaction - INFO - Epoch [45][1020/2147] lr: 1.858e-01, eta: 8 days, 18:46:21, time: 1.536, data_time: 0.006, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5643, loss_cls: 3.1813, loss: 3.1813, grad_norm: 1.6732 2021-01-20 12:46:56,647 - mmaction - INFO - Epoch [45][1040/2147] lr: 1.858e-01, eta: 8 days, 18:45:35, time: 1.543, data_time: 0.011, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5625, loss_cls: 3.1423, loss: 3.1423, grad_norm: 1.6655 2021-01-20 12:47:25,807 - mmaction - INFO - Epoch [45][1060/2147] lr: 1.858e-01, eta: 8 days, 18:44:42, time: 1.465, data_time: 0.012, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5549, loss_cls: 3.1563, loss: 3.1563, grad_norm: 1.6388 2021-01-20 12:47:55,861 - mmaction - INFO - Epoch [45][1080/2147] lr: 1.858e-01, eta: 8 days, 18:43:53, time: 1.503, data_time: 0.002, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5888, loss_cls: 3.0325, loss: 3.0325, grad_norm: 1.6554 2021-01-20 12:48:24,919 - mmaction - INFO - Epoch [45][1100/2147] lr: 1.858e-01, eta: 8 days, 18:42:59, time: 1.453, data_time: 0.002, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5616, loss_cls: 3.1937, loss: 3.1937, grad_norm: 1.7106 2021-01-20 12:48:53,891 - mmaction - INFO - Epoch [45][1120/2147] lr: 1.858e-01, eta: 8 days, 18:42:04, time: 1.448, data_time: 0.005, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5629, loss_cls: 3.2181, loss: 3.2181, grad_norm: 1.6811 2021-01-20 12:49:22,510 - mmaction - INFO - Epoch [45][1140/2147] lr: 1.858e-01, eta: 8 days, 18:41:08, time: 1.432, data_time: 0.003, memory: 16628, top1_acc: 0.2902, top5_acc: 0.5545, loss_cls: 3.2354, loss: 3.2354, grad_norm: 1.6823 2021-01-20 12:49:52,583 - mmaction - INFO - Epoch [45][1160/2147] lr: 1.858e-01, eta: 8 days, 18:40:19, time: 1.503, data_time: 0.004, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5603, loss_cls: 3.2072, loss: 3.2072, grad_norm: 1.6603 2021-01-20 12:50:21,811 - mmaction - INFO - Epoch [45][1180/2147] lr: 1.858e-01, eta: 8 days, 18:39:25, time: 1.458, data_time: 0.003, memory: 16628, top1_acc: 0.2888, top5_acc: 0.5464, loss_cls: 3.2742, loss: 3.2742, grad_norm: 1.6317 2021-01-20 12:50:50,806 - mmaction - INFO - Epoch [45][1200/2147] lr: 1.858e-01, eta: 8 days, 18:38:31, time: 1.454, data_time: 0.015, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5571, loss_cls: 3.1435, loss: 3.1435, grad_norm: 1.6550 2021-01-20 12:51:19,472 - mmaction - INFO - Epoch [45][1220/2147] lr: 1.858e-01, eta: 8 days, 18:37:35, time: 1.432, data_time: 0.002, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5612, loss_cls: 3.1626, loss: 3.1626, grad_norm: 1.6291 2021-01-20 12:51:53,030 - mmaction - INFO - Epoch [45][1240/2147] lr: 1.858e-01, eta: 8 days, 18:37:03, time: 1.679, data_time: 0.005, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5647, loss_cls: 3.2500, loss: 3.2500, grad_norm: 1.6732 2021-01-20 12:52:21,884 - mmaction - INFO - Epoch [45][1260/2147] lr: 1.858e-01, eta: 8 days, 18:36:07, time: 1.440, data_time: 0.003, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5616, loss_cls: 3.2007, loss: 3.2007, grad_norm: 1.6474 2021-01-20 12:52:52,754 - mmaction - INFO - Epoch [45][1280/2147] lr: 1.858e-01, eta: 8 days, 18:35:21, time: 1.537, data_time: 0.006, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5696, loss_cls: 3.1784, loss: 3.1784, grad_norm: 1.6435 2021-01-20 12:53:23,979 - mmaction - INFO - Epoch [45][1300/2147] lr: 1.858e-01, eta: 8 days, 18:34:38, time: 1.568, data_time: 0.016, memory: 16628, top1_acc: 0.3085, top5_acc: 0.5714, loss_cls: 3.1916, loss: 3.1916, grad_norm: 1.6645 2021-01-20 12:53:52,653 - mmaction - INFO - Epoch [45][1320/2147] lr: 1.858e-01, eta: 8 days, 18:33:43, time: 1.436, data_time: 0.005, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5772, loss_cls: 3.1534, loss: 3.1534, grad_norm: 1.6289 2021-01-20 12:54:23,919 - mmaction - INFO - Epoch [45][1340/2147] lr: 1.858e-01, eta: 8 days, 18:32:59, time: 1.558, data_time: 0.002, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5746, loss_cls: 3.1374, loss: 3.1374, grad_norm: 1.6662 2021-01-20 12:54:54,925 - mmaction - INFO - Epoch [45][1360/2147] lr: 1.858e-01, eta: 8 days, 18:32:14, time: 1.554, data_time: 0.009, memory: 16628, top1_acc: 0.3281, top5_acc: 0.5799, loss_cls: 3.1255, loss: 3.1255, grad_norm: 1.6624 2021-01-20 12:55:24,477 - mmaction - INFO - Epoch [45][1380/2147] lr: 1.858e-01, eta: 8 days, 18:31:22, time: 1.473, data_time: 0.005, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5647, loss_cls: 3.1543, loss: 3.1543, grad_norm: 1.6309 2021-01-20 12:55:53,758 - mmaction - INFO - Epoch [45][1400/2147] lr: 1.858e-01, eta: 8 days, 18:30:30, time: 1.471, data_time: 0.011, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5728, loss_cls: 3.1048, loss: 3.1048, grad_norm: 1.6468 2021-01-20 12:56:25,678 - mmaction - INFO - Epoch [45][1420/2147] lr: 1.858e-01, eta: 8 days, 18:29:49, time: 1.591, data_time: 0.002, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5670, loss_cls: 3.1228, loss: 3.1228, grad_norm: 1.6771 2021-01-20 12:57:01,039 - mmaction - INFO - Epoch [45][1440/2147] lr: 1.858e-01, eta: 8 days, 18:29:25, time: 1.765, data_time: 0.010, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5612, loss_cls: 3.1581, loss: 3.1581, grad_norm: 1.6554 2021-01-20 12:57:30,044 - mmaction - INFO - Epoch [45][1460/2147] lr: 1.858e-01, eta: 8 days, 18:28:31, time: 1.458, data_time: 0.010, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5661, loss_cls: 3.1905, loss: 3.1905, grad_norm: 1.7088 2021-01-20 12:57:58,981 - mmaction - INFO - Epoch [45][1480/2147] lr: 1.858e-01, eta: 8 days, 18:27:36, time: 1.445, data_time: 0.004, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5670, loss_cls: 3.1827, loss: 3.1827, grad_norm: 1.6771 2021-01-20 12:58:27,991 - mmaction - INFO - Epoch [45][1500/2147] lr: 1.858e-01, eta: 8 days, 18:26:42, time: 1.449, data_time: 0.007, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5817, loss_cls: 3.0885, loss: 3.0885, grad_norm: 1.6257 2021-01-20 12:58:57,132 - mmaction - INFO - Epoch [45][1520/2147] lr: 1.858e-01, eta: 8 days, 18:25:49, time: 1.458, data_time: 0.008, memory: 16628, top1_acc: 0.2955, top5_acc: 0.5612, loss_cls: 3.2236, loss: 3.2236, grad_norm: 1.6799 2021-01-20 12:59:27,119 - mmaction - INFO - Epoch [45][1540/2147] lr: 1.858e-01, eta: 8 days, 18:24:59, time: 1.501, data_time: 0.005, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5509, loss_cls: 3.2108, loss: 3.2108, grad_norm: 1.6808 2021-01-20 12:59:58,206 - mmaction - INFO - Epoch [45][1560/2147] lr: 1.858e-01, eta: 8 days, 18:24:15, time: 1.551, data_time: 0.004, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5536, loss_cls: 3.1666, loss: 3.1666, grad_norm: 1.6409 2021-01-20 13:00:29,288 - mmaction - INFO - Epoch [45][1580/2147] lr: 1.858e-01, eta: 8 days, 18:23:30, time: 1.551, data_time: 0.009, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5424, loss_cls: 3.2141, loss: 3.2141, grad_norm: 1.6527 2021-01-20 13:01:00,306 - mmaction - INFO - Epoch [45][1600/2147] lr: 1.858e-01, eta: 8 days, 18:22:46, time: 1.552, data_time: 0.011, memory: 16628, top1_acc: 0.2906, top5_acc: 0.5464, loss_cls: 3.2920, loss: 3.2920, grad_norm: 1.6729 2021-01-20 13:01:29,684 - mmaction - INFO - Epoch [45][1620/2147] lr: 1.858e-01, eta: 8 days, 18:21:54, time: 1.471, data_time: 0.007, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5723, loss_cls: 3.1391, loss: 3.1391, grad_norm: 1.6571 2021-01-20 13:02:01,963 - mmaction - INFO - Epoch [45][1640/2147] lr: 1.858e-01, eta: 8 days, 18:21:15, time: 1.613, data_time: 0.006, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5531, loss_cls: 3.1836, loss: 3.1836, grad_norm: 1.6495 2021-01-20 13:02:31,092 - mmaction - INFO - Epoch [45][1660/2147] lr: 1.858e-01, eta: 8 days, 18:20:21, time: 1.456, data_time: 0.007, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5603, loss_cls: 3.1877, loss: 3.1877, grad_norm: 1.6584 2021-01-20 13:03:00,363 - mmaction - INFO - Epoch [45][1680/2147] lr: 1.858e-01, eta: 8 days, 18:19:29, time: 1.467, data_time: 0.011, memory: 16628, top1_acc: 0.2978, top5_acc: 0.5496, loss_cls: 3.2516, loss: 3.2516, grad_norm: 1.6531 2021-01-20 13:03:31,229 - mmaction - INFO - Epoch [45][1700/2147] lr: 1.858e-01, eta: 8 days, 18:18:43, time: 1.540, data_time: 0.001, memory: 16628, top1_acc: 0.2933, top5_acc: 0.5500, loss_cls: 3.2424, loss: 3.2424, grad_norm: 1.6486 2021-01-20 13:04:02,860 - mmaction - INFO - Epoch [45][1720/2147] lr: 1.858e-01, eta: 8 days, 18:18:02, time: 1.583, data_time: 0.006, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5616, loss_cls: 3.1920, loss: 3.1920, grad_norm: 1.6646 2021-01-20 13:04:31,845 - mmaction - INFO - Epoch [45][1740/2147] lr: 1.858e-01, eta: 8 days, 18:17:07, time: 1.446, data_time: 0.005, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5625, loss_cls: 3.1470, loss: 3.1470, grad_norm: 1.6567 2021-01-20 13:05:02,186 - mmaction - INFO - Epoch [45][1760/2147] lr: 1.858e-01, eta: 8 days, 18:16:20, time: 1.521, data_time: 0.008, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5571, loss_cls: 3.1541, loss: 3.1541, grad_norm: 1.6376 2021-01-20 13:05:34,018 - mmaction - INFO - Epoch [45][1780/2147] lr: 1.858e-01, eta: 8 days, 18:15:38, time: 1.585, data_time: 0.002, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5527, loss_cls: 3.2119, loss: 3.2119, grad_norm: 1.6882 2021-01-20 13:06:03,488 - mmaction - INFO - Epoch [45][1800/2147] lr: 1.858e-01, eta: 8 days, 18:14:47, time: 1.478, data_time: 0.015, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5710, loss_cls: 3.1871, loss: 3.1871, grad_norm: 1.6495 2021-01-20 13:06:35,995 - mmaction - INFO - Epoch [45][1820/2147] lr: 1.858e-01, eta: 8 days, 18:14:10, time: 1.627, data_time: 0.003, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5679, loss_cls: 3.1634, loss: 3.1634, grad_norm: 1.6461 2021-01-20 13:07:06,983 - mmaction - INFO - Epoch [45][1840/2147] lr: 1.858e-01, eta: 8 days, 18:13:25, time: 1.548, data_time: 0.009, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5763, loss_cls: 3.1451, loss: 3.1451, grad_norm: 1.6475 2021-01-20 13:07:36,086 - mmaction - INFO - Epoch [45][1860/2147] lr: 1.858e-01, eta: 8 days, 18:12:31, time: 1.454, data_time: 0.003, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5701, loss_cls: 3.1354, loss: 3.1354, grad_norm: 1.7002 2021-01-20 13:08:06,292 - mmaction - INFO - Epoch [45][1880/2147] lr: 1.858e-01, eta: 8 days, 18:11:43, time: 1.513, data_time: 0.004, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5549, loss_cls: 3.2417, loss: 3.2417, grad_norm: 1.6577 2021-01-20 13:08:35,660 - mmaction - INFO - Epoch [45][1900/2147] lr: 1.858e-01, eta: 8 days, 18:10:51, time: 1.467, data_time: 0.002, memory: 16628, top1_acc: 0.2938, top5_acc: 0.5504, loss_cls: 3.2618, loss: 3.2618, grad_norm: 1.6534 2021-01-20 13:09:05,530 - mmaction - INFO - Epoch [45][1920/2147] lr: 1.858e-01, eta: 8 days, 18:10:01, time: 1.493, data_time: 0.004, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5580, loss_cls: 3.1865, loss: 3.1865, grad_norm: 1.5790 2021-01-20 13:09:37,578 - mmaction - INFO - Epoch [45][1940/2147] lr: 1.858e-01, eta: 8 days, 18:09:21, time: 1.603, data_time: 0.009, memory: 16628, top1_acc: 0.2942, top5_acc: 0.5527, loss_cls: 3.2623, loss: 3.2623, grad_norm: 1.6367 2021-01-20 13:10:07,655 - mmaction - INFO - Epoch [45][1960/2147] lr: 1.858e-01, eta: 8 days, 18:08:32, time: 1.504, data_time: 0.001, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5634, loss_cls: 3.1856, loss: 3.1856, grad_norm: 1.6287 2021-01-20 13:10:42,115 - mmaction - INFO - Epoch [45][1980/2147] lr: 1.858e-01, eta: 8 days, 18:08:03, time: 1.718, data_time: 0.004, memory: 16628, top1_acc: 0.3062, top5_acc: 0.5629, loss_cls: 3.1874, loss: 3.1874, grad_norm: 1.6736 2021-01-20 13:11:10,611 - mmaction - INFO - Epoch [45][2000/2147] lr: 1.858e-01, eta: 8 days, 18:07:07, time: 1.428, data_time: 0.011, memory: 16628, top1_acc: 0.3250, top5_acc: 0.5687, loss_cls: 3.1562, loss: 3.1562, grad_norm: 1.6488 2021-01-20 13:11:41,929 - mmaction - INFO - Epoch [45][2020/2147] lr: 1.858e-01, eta: 8 days, 18:06:24, time: 1.568, data_time: 0.008, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5531, loss_cls: 3.2258, loss: 3.2258, grad_norm: 1.6758 2021-01-20 13:12:10,890 - mmaction - INFO - Epoch [45][2040/2147] lr: 1.858e-01, eta: 8 days, 18:05:30, time: 1.448, data_time: 0.002, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5777, loss_cls: 3.1222, loss: 3.1222, grad_norm: 1.6802 2021-01-20 13:12:41,359 - mmaction - INFO - Epoch [45][2060/2147] lr: 1.858e-01, eta: 8 days, 18:04:43, time: 1.521, data_time: 0.001, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5652, loss_cls: 3.1710, loss: 3.1710, grad_norm: 1.6976 2021-01-20 13:13:11,864 - mmaction - INFO - Epoch [45][2080/2147] lr: 1.858e-01, eta: 8 days, 18:03:56, time: 1.528, data_time: 0.005, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5585, loss_cls: 3.2216, loss: 3.2216, grad_norm: 1.6859 2021-01-20 13:13:41,380 - mmaction - INFO - Epoch [45][2100/2147] lr: 1.858e-01, eta: 8 days, 18:03:05, time: 1.474, data_time: 0.001, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5661, loss_cls: 3.1674, loss: 3.1674, grad_norm: 1.6533 2021-01-20 13:14:10,085 - mmaction - INFO - Epoch [45][2120/2147] lr: 1.858e-01, eta: 8 days, 18:02:09, time: 1.436, data_time: 0.004, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5871, loss_cls: 3.0769, loss: 3.0769, grad_norm: 1.6628 2021-01-20 13:14:42,154 - mmaction - INFO - Epoch [45][2140/2147] lr: 1.858e-01, eta: 8 days, 18:01:30, time: 1.602, data_time: 0.003, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5621, loss_cls: 3.2267, loss: 3.2267, grad_norm: 1.7014 2021-01-20 13:31:59,608 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-20 13:32:00,412 - mmaction - INFO - top1_acc 0.3433 top5_acc 0.6189 2021-01-20 13:32:00,412 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-20 13:32:00,478 - mmaction - INFO - mean_acc 0.3433 2021-01-20 13:32:00,485 - mmaction - INFO - Epoch(val) [45][2147] top1_acc: 0.3433, top5_acc: 0.6189, mean_class_accuracy: 0.3433 2021-01-20 13:36:06,038 - mmaction - INFO - Epoch [46][20/2147] lr: 1.851e-01, eta: 8 days, 18:16:24, time: 12.273, data_time: 10.736, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5638, loss_cls: 3.1556, loss: 3.1556, grad_norm: 1.6918 2021-01-20 13:36:45,827 - mmaction - INFO - Epoch [46][40/2147] lr: 1.851e-01, eta: 8 days, 18:16:20, time: 1.984, data_time: 0.009, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5665, loss_cls: 3.1334, loss: 3.1334, grad_norm: 1.6644 2021-01-20 13:37:16,703 - mmaction - INFO - Epoch [46][60/2147] lr: 1.851e-01, eta: 8 days, 18:15:34, time: 1.541, data_time: 0.013, memory: 16628, top1_acc: 0.3085, top5_acc: 0.5482, loss_cls: 3.2610, loss: 3.2610, grad_norm: 1.6753 2021-01-20 13:37:46,211 - mmaction - INFO - Epoch [46][80/2147] lr: 1.851e-01, eta: 8 days, 18:14:44, time: 1.486, data_time: 0.014, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5723, loss_cls: 3.1679, loss: 3.1679, grad_norm: 1.6745 2021-01-20 13:38:15,474 - mmaction - INFO - Epoch [46][100/2147] lr: 1.851e-01, eta: 8 days, 18:13:50, time: 1.457, data_time: 0.004, memory: 16628, top1_acc: 0.2942, top5_acc: 0.5496, loss_cls: 3.2213, loss: 3.2213, grad_norm: 1.6663 2021-01-20 13:38:44,624 - mmaction - INFO - Epoch [46][120/2147] lr: 1.851e-01, eta: 8 days, 18:12:57, time: 1.463, data_time: 0.009, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5804, loss_cls: 3.1307, loss: 3.1307, grad_norm: 1.6647 2021-01-20 13:39:13,563 - mmaction - INFO - Epoch [46][140/2147] lr: 1.851e-01, eta: 8 days, 18:12:03, time: 1.445, data_time: 0.003, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5804, loss_cls: 3.1437, loss: 3.1437, grad_norm: 1.6865 2021-01-20 13:39:42,560 - mmaction - INFO - Epoch [46][160/2147] lr: 1.851e-01, eta: 8 days, 18:11:09, time: 1.452, data_time: 0.003, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5647, loss_cls: 3.1178, loss: 3.1178, grad_norm: 1.6777 2021-01-20 13:40:11,437 - mmaction - INFO - Epoch [46][180/2147] lr: 1.851e-01, eta: 8 days, 18:10:14, time: 1.443, data_time: 0.007, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5621, loss_cls: 3.1582, loss: 3.1582, grad_norm: 1.6537 2021-01-20 13:40:40,356 - mmaction - INFO - Epoch [46][200/2147] lr: 1.851e-01, eta: 8 days, 18:09:20, time: 1.444, data_time: 0.007, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5813, loss_cls: 3.1275, loss: 3.1275, grad_norm: 1.6074 2021-01-20 13:41:09,856 - mmaction - INFO - Epoch [46][220/2147] lr: 1.851e-01, eta: 8 days, 18:08:28, time: 1.476, data_time: 0.010, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5741, loss_cls: 3.1676, loss: 3.1676, grad_norm: 1.6953 2021-01-20 13:41:40,955 - mmaction - INFO - Epoch [46][240/2147] lr: 1.851e-01, eta: 8 days, 18:07:39, time: 1.508, data_time: 0.003, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5634, loss_cls: 3.1293, loss: 3.1293, grad_norm: 1.6201 2021-01-20 13:42:14,634 - mmaction - INFO - Epoch [46][260/2147] lr: 1.851e-01, eta: 8 days, 18:07:11, time: 1.729, data_time: 0.060, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5781, loss_cls: 3.1029, loss: 3.1029, grad_norm: 1.6601 2021-01-20 13:42:45,422 - mmaction - INFO - Epoch [46][280/2147] lr: 1.851e-01, eta: 8 days, 18:06:26, time: 1.542, data_time: 0.007, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5728, loss_cls: 3.1626, loss: 3.1626, grad_norm: 1.6668 2021-01-20 13:43:15,300 - mmaction - INFO - Epoch [46][300/2147] lr: 1.851e-01, eta: 8 days, 18:05:36, time: 1.493, data_time: 0.007, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5768, loss_cls: 3.1705, loss: 3.1705, grad_norm: 1.6833 2021-01-20 13:43:45,045 - mmaction - INFO - Epoch [46][320/2147] lr: 1.851e-01, eta: 8 days, 18:04:45, time: 1.488, data_time: 0.003, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5768, loss_cls: 3.1044, loss: 3.1044, grad_norm: 1.6243 2021-01-20 13:44:15,361 - mmaction - INFO - Epoch [46][340/2147] lr: 1.851e-01, eta: 8 days, 18:03:57, time: 1.514, data_time: 0.004, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5647, loss_cls: 3.1354, loss: 3.1354, grad_norm: 1.6787 2021-01-20 13:44:47,054 - mmaction - INFO - Epoch [46][360/2147] lr: 1.851e-01, eta: 8 days, 18:03:16, time: 1.584, data_time: 0.004, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5786, loss_cls: 3.1550, loss: 3.1550, grad_norm: 1.7014 2021-01-20 13:45:16,078 - mmaction - INFO - Epoch [46][380/2147] lr: 1.851e-01, eta: 8 days, 18:02:22, time: 1.454, data_time: 0.005, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5629, loss_cls: 3.1274, loss: 3.1274, grad_norm: 1.7272 2021-01-20 13:45:45,225 - mmaction - INFO - Epoch [46][400/2147] lr: 1.851e-01, eta: 8 days, 18:01:29, time: 1.458, data_time: 0.002, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5679, loss_cls: 3.1511, loss: 3.1511, grad_norm: 1.6981 2021-01-20 13:46:14,355 - mmaction - INFO - Epoch [46][420/2147] lr: 1.851e-01, eta: 8 days, 18:00:36, time: 1.456, data_time: 0.003, memory: 16628, top1_acc: 0.2973, top5_acc: 0.5491, loss_cls: 3.2506, loss: 3.2506, grad_norm: 1.6721 2021-01-20 13:46:49,184 - mmaction - INFO - Epoch [46][440/2147] lr: 1.851e-01, eta: 8 days, 18:00:08, time: 1.735, data_time: 0.004, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5603, loss_cls: 3.1891, loss: 3.1891, grad_norm: 1.6772 2021-01-20 13:47:18,787 - mmaction - INFO - Epoch [46][460/2147] lr: 1.851e-01, eta: 8 days, 17:59:17, time: 1.480, data_time: 0.017, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5585, loss_cls: 3.2292, loss: 3.2292, grad_norm: 1.6379 2021-01-20 13:47:50,578 - mmaction - INFO - Epoch [46][480/2147] lr: 1.851e-01, eta: 8 days, 17:58:36, time: 1.593, data_time: 0.008, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5656, loss_cls: 3.1961, loss: 3.1961, grad_norm: 1.6482 2021-01-20 13:48:21,032 - mmaction - INFO - Epoch [46][500/2147] lr: 1.851e-01, eta: 8 days, 17:57:49, time: 1.525, data_time: 0.007, memory: 16628, top1_acc: 0.3366, top5_acc: 0.5844, loss_cls: 3.0624, loss: 3.0624, grad_norm: 1.6542 2021-01-20 13:48:51,573 - mmaction - INFO - Epoch [46][520/2147] lr: 1.851e-01, eta: 8 days, 17:57:03, time: 1.528, data_time: 0.004, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5728, loss_cls: 3.1149, loss: 3.1149, grad_norm: 1.6850 2021-01-20 13:49:22,470 - mmaction - INFO - Epoch [46][540/2147] lr: 1.851e-01, eta: 8 days, 17:56:18, time: 1.545, data_time: 0.003, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5598, loss_cls: 3.1871, loss: 3.1871, grad_norm: 1.6842 2021-01-20 13:49:51,121 - mmaction - INFO - Epoch [46][560/2147] lr: 1.851e-01, eta: 8 days, 17:55:22, time: 1.433, data_time: 0.001, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5714, loss_cls: 3.1164, loss: 3.1164, grad_norm: 1.6324 2021-01-20 13:50:22,684 - mmaction - INFO - Epoch [46][580/2147] lr: 1.851e-01, eta: 8 days, 17:54:40, time: 1.578, data_time: 0.005, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5777, loss_cls: 3.1254, loss: 3.1254, grad_norm: 1.6574 2021-01-20 13:50:51,687 - mmaction - INFO - Epoch [46][600/2147] lr: 1.851e-01, eta: 8 days, 17:53:46, time: 1.449, data_time: 0.002, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5527, loss_cls: 3.2023, loss: 3.2023, grad_norm: 1.7005 2021-01-20 13:51:20,887 - mmaction - INFO - Epoch [46][620/2147] lr: 1.851e-01, eta: 8 days, 17:52:53, time: 1.460, data_time: 0.003, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5732, loss_cls: 3.1676, loss: 3.1676, grad_norm: 1.6553 2021-01-20 13:51:50,910 - mmaction - INFO - Epoch [46][640/2147] lr: 1.851e-01, eta: 8 days, 17:52:04, time: 1.502, data_time: 0.003, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5710, loss_cls: 3.1252, loss: 3.1252, grad_norm: 1.7046 2021-01-20 13:52:22,025 - mmaction - INFO - Epoch [46][660/2147] lr: 1.851e-01, eta: 8 days, 17:51:20, time: 1.552, data_time: 0.003, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5571, loss_cls: 3.2069, loss: 3.2069, grad_norm: 1.6609 2021-01-20 13:52:52,389 - mmaction - INFO - Epoch [46][680/2147] lr: 1.851e-01, eta: 8 days, 17:50:33, time: 1.520, data_time: 0.006, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5629, loss_cls: 3.1632, loss: 3.1632, grad_norm: 1.6397 2021-01-20 13:53:22,340 - mmaction - INFO - Epoch [46][700/2147] lr: 1.851e-01, eta: 8 days, 17:49:43, time: 1.495, data_time: 0.004, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5705, loss_cls: 3.1642, loss: 3.1642, grad_norm: 1.6808 2021-01-20 13:53:52,821 - mmaction - INFO - Epoch [46][720/2147] lr: 1.851e-01, eta: 8 days, 17:48:56, time: 1.528, data_time: 0.006, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5509, loss_cls: 3.2085, loss: 3.2085, grad_norm: 1.6423 2021-01-20 13:54:22,636 - mmaction - INFO - Epoch [46][740/2147] lr: 1.851e-01, eta: 8 days, 17:48:06, time: 1.490, data_time: 0.003, memory: 16628, top1_acc: 0.2812, top5_acc: 0.5491, loss_cls: 3.2349, loss: 3.2349, grad_norm: 1.6662 2021-01-20 13:54:52,324 - mmaction - INFO - Epoch [46][760/2147] lr: 1.851e-01, eta: 8 days, 17:47:16, time: 1.485, data_time: 0.004, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5857, loss_cls: 3.1248, loss: 3.1248, grad_norm: 1.6375 2021-01-20 13:55:21,437 - mmaction - INFO - Epoch [46][780/2147] lr: 1.851e-01, eta: 8 days, 17:46:22, time: 1.454, data_time: 0.004, memory: 16628, top1_acc: 0.3013, top5_acc: 0.5420, loss_cls: 3.2661, loss: 3.2661, grad_norm: 1.6770 2021-01-20 13:55:50,317 - mmaction - INFO - Epoch [46][800/2147] lr: 1.851e-01, eta: 8 days, 17:45:28, time: 1.446, data_time: 0.004, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5562, loss_cls: 3.2309, loss: 3.2309, grad_norm: 1.6292 2021-01-20 13:56:19,025 - mmaction - INFO - Epoch [46][820/2147] lr: 1.851e-01, eta: 8 days, 17:44:33, time: 1.435, data_time: 0.004, memory: 16628, top1_acc: 0.3250, top5_acc: 0.5589, loss_cls: 3.1516, loss: 3.1516, grad_norm: 1.6265 2021-01-20 13:56:51,334 - mmaction - INFO - Epoch [46][840/2147] lr: 1.851e-01, eta: 8 days, 17:43:54, time: 1.612, data_time: 0.052, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5804, loss_cls: 3.1224, loss: 3.1224, grad_norm: 1.6839 2021-01-20 13:57:21,855 - mmaction - INFO - Epoch [46][860/2147] lr: 1.851e-01, eta: 8 days, 17:43:07, time: 1.525, data_time: 0.005, memory: 16628, top1_acc: 0.2991, top5_acc: 0.5625, loss_cls: 3.2100, loss: 3.2100, grad_norm: 1.6684 2021-01-20 13:57:51,696 - mmaction - INFO - Epoch [46][880/2147] lr: 1.851e-01, eta: 8 days, 17:42:17, time: 1.493, data_time: 0.006, memory: 16628, top1_acc: 0.3371, top5_acc: 0.5866, loss_cls: 3.0387, loss: 3.0387, grad_norm: 1.6503 2021-01-20 13:58:23,028 - mmaction - INFO - Epoch [46][900/2147] lr: 1.851e-01, eta: 8 days, 17:41:34, time: 1.565, data_time: 0.006, memory: 16628, top1_acc: 0.3250, top5_acc: 0.5786, loss_cls: 3.1272, loss: 3.1272, grad_norm: 1.6656 2021-01-20 13:58:52,934 - mmaction - INFO - Epoch [46][920/2147] lr: 1.851e-01, eta: 8 days, 17:40:45, time: 1.496, data_time: 0.006, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5563, loss_cls: 3.1699, loss: 3.1699, grad_norm: 1.6576 2021-01-20 13:59:23,599 - mmaction - INFO - Epoch [46][940/2147] lr: 1.851e-01, eta: 8 days, 17:39:59, time: 1.536, data_time: 0.007, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5607, loss_cls: 3.1891, loss: 3.1891, grad_norm: 1.6460 2021-01-20 13:59:52,385 - mmaction - INFO - Epoch [46][960/2147] lr: 1.851e-01, eta: 8 days, 17:39:04, time: 1.440, data_time: 0.002, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5768, loss_cls: 3.0817, loss: 3.0817, grad_norm: 1.6730 2021-01-20 14:00:22,698 - mmaction - INFO - Epoch [46][980/2147] lr: 1.851e-01, eta: 8 days, 17:38:17, time: 1.515, data_time: 0.006, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5679, loss_cls: 3.1674, loss: 3.1674, grad_norm: 1.6531 2021-01-20 14:00:52,895 - mmaction - INFO - Epoch [46][1000/2147] lr: 1.851e-01, eta: 8 days, 17:37:28, time: 1.503, data_time: 0.001, memory: 16628, top1_acc: 0.2951, top5_acc: 0.5402, loss_cls: 3.2188, loss: 3.2188, grad_norm: 1.6848 2021-01-20 14:01:24,554 - mmaction - INFO - Epoch [46][1020/2147] lr: 1.851e-01, eta: 8 days, 17:36:47, time: 1.588, data_time: 0.009, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5536, loss_cls: 3.2574, loss: 3.2574, grad_norm: 1.6634 2021-01-20 14:01:55,248 - mmaction - INFO - Epoch [46][1040/2147] lr: 1.851e-01, eta: 8 days, 17:36:01, time: 1.534, data_time: 0.003, memory: 16628, top1_acc: 0.2884, top5_acc: 0.5683, loss_cls: 3.1820, loss: 3.1820, grad_norm: 1.6701 2021-01-20 14:02:24,778 - mmaction - INFO - Epoch [46][1060/2147] lr: 1.851e-01, eta: 8 days, 17:35:10, time: 1.477, data_time: 0.007, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5732, loss_cls: 3.1611, loss: 3.1611, grad_norm: 1.6359 2021-01-20 14:02:56,692 - mmaction - INFO - Epoch [46][1080/2147] lr: 1.851e-01, eta: 8 days, 17:34:30, time: 1.597, data_time: 0.004, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5906, loss_cls: 3.0835, loss: 3.0835, grad_norm: 1.7051 2021-01-20 14:03:27,843 - mmaction - INFO - Epoch [46][1100/2147] lr: 1.851e-01, eta: 8 days, 17:33:46, time: 1.556, data_time: 0.003, memory: 16628, top1_acc: 0.3062, top5_acc: 0.5670, loss_cls: 3.2092, loss: 3.2092, grad_norm: 1.6968 2021-01-20 14:03:56,628 - mmaction - INFO - Epoch [46][1120/2147] lr: 1.851e-01, eta: 8 days, 17:32:51, time: 1.441, data_time: 0.004, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5754, loss_cls: 3.1529, loss: 3.1529, grad_norm: 1.6756 2021-01-20 14:04:25,371 - mmaction - INFO - Epoch [46][1140/2147] lr: 1.851e-01, eta: 8 days, 17:31:56, time: 1.435, data_time: 0.005, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5683, loss_cls: 3.1819, loss: 3.1819, grad_norm: 1.6414 2021-01-20 14:04:54,098 - mmaction - INFO - Epoch [46][1160/2147] lr: 1.851e-01, eta: 8 days, 17:31:02, time: 1.439, data_time: 0.005, memory: 16628, top1_acc: 0.3004, top5_acc: 0.5460, loss_cls: 3.2474, loss: 3.2474, grad_norm: 1.7060 2021-01-20 14:05:22,899 - mmaction - INFO - Epoch [46][1180/2147] lr: 1.851e-01, eta: 8 days, 17:30:07, time: 1.438, data_time: 0.002, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5634, loss_cls: 3.1690, loss: 3.1690, grad_norm: 1.6490 2021-01-20 14:05:52,629 - mmaction - INFO - Epoch [46][1200/2147] lr: 1.851e-01, eta: 8 days, 17:29:16, time: 1.480, data_time: 0.007, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5616, loss_cls: 3.1998, loss: 3.1998, grad_norm: 1.6094 2021-01-20 14:06:21,920 - mmaction - INFO - Epoch [46][1220/2147] lr: 1.851e-01, eta: 8 days, 17:28:24, time: 1.470, data_time: 0.012, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5665, loss_cls: 3.1746, loss: 3.1746, grad_norm: 1.6250 2021-01-20 14:06:55,858 - mmaction - INFO - Epoch [46][1240/2147] lr: 1.851e-01, eta: 8 days, 17:27:54, time: 1.699, data_time: 0.009, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5496, loss_cls: 3.2210, loss: 3.2210, grad_norm: 1.6472 2021-01-20 14:07:26,242 - mmaction - INFO - Epoch [46][1260/2147] lr: 1.851e-01, eta: 8 days, 17:27:06, time: 1.518, data_time: 0.002, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5625, loss_cls: 3.1612, loss: 3.1612, grad_norm: 1.6461 2021-01-20 14:07:55,189 - mmaction - INFO - Epoch [46][1280/2147] lr: 1.851e-01, eta: 8 days, 17:26:12, time: 1.448, data_time: 0.004, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5763, loss_cls: 3.1480, loss: 3.1480, grad_norm: 1.6621 2021-01-20 14:08:23,941 - mmaction - INFO - Epoch [46][1300/2147] lr: 1.851e-01, eta: 8 days, 17:25:18, time: 1.439, data_time: 0.008, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5625, loss_cls: 3.1799, loss: 3.1799, grad_norm: 1.6665 2021-01-20 14:08:53,007 - mmaction - INFO - Epoch [46][1320/2147] lr: 1.851e-01, eta: 8 days, 17:24:25, time: 1.454, data_time: 0.006, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5754, loss_cls: 3.1819, loss: 3.1819, grad_norm: 1.6398 2021-01-20 14:09:22,010 - mmaction - INFO - Epoch [46][1340/2147] lr: 1.851e-01, eta: 8 days, 17:23:31, time: 1.450, data_time: 0.008, memory: 16628, top1_acc: 0.3013, top5_acc: 0.5571, loss_cls: 3.1831, loss: 3.1831, grad_norm: 1.6260 2021-01-20 14:09:51,010 - mmaction - INFO - Epoch [46][1360/2147] lr: 1.851e-01, eta: 8 days, 17:22:37, time: 1.449, data_time: 0.001, memory: 16628, top1_acc: 0.2920, top5_acc: 0.5696, loss_cls: 3.2003, loss: 3.2003, grad_norm: 1.6645 2021-01-20 14:10:24,210 - mmaction - INFO - Epoch [46][1380/2147] lr: 1.851e-01, eta: 8 days, 17:22:03, time: 1.652, data_time: 0.003, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5661, loss_cls: 3.2172, loss: 3.2172, grad_norm: 1.6764 2021-01-20 14:10:52,980 - mmaction - INFO - Epoch [46][1400/2147] lr: 1.851e-01, eta: 8 days, 17:21:08, time: 1.444, data_time: 0.010, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5603, loss_cls: 3.1922, loss: 3.1922, grad_norm: 1.6605 2021-01-20 14:11:22,586 - mmaction - INFO - Epoch [46][1420/2147] lr: 1.851e-01, eta: 8 days, 17:20:17, time: 1.472, data_time: 0.005, memory: 16628, top1_acc: 0.3018, top5_acc: 0.5665, loss_cls: 3.1987, loss: 3.1987, grad_norm: 1.6356 2021-01-20 14:12:00,337 - mmaction - INFO - Epoch [46][1440/2147] lr: 1.851e-01, eta: 8 days, 17:20:04, time: 1.893, data_time: 0.014, memory: 16628, top1_acc: 0.2973, top5_acc: 0.5701, loss_cls: 3.1899, loss: 3.1899, grad_norm: 1.6604 2021-01-20 14:12:31,776 - mmaction - INFO - Epoch [46][1460/2147] lr: 1.851e-01, eta: 8 days, 17:19:22, time: 1.575, data_time: 0.017, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5638, loss_cls: 3.1786, loss: 3.1786, grad_norm: 1.7010 2021-01-20 14:13:02,520 - mmaction - INFO - Epoch [46][1480/2147] lr: 1.851e-01, eta: 8 days, 17:18:37, time: 1.538, data_time: 0.009, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5603, loss_cls: 3.1519, loss: 3.1519, grad_norm: 1.6787 2021-01-20 14:13:33,360 - mmaction - INFO - Epoch [46][1500/2147] lr: 1.851e-01, eta: 8 days, 17:17:51, time: 1.539, data_time: 0.002, memory: 16628, top1_acc: 0.2848, top5_acc: 0.5321, loss_cls: 3.2920, loss: 3.2920, grad_norm: 1.6571 2021-01-20 14:14:02,634 - mmaction - INFO - Epoch [46][1520/2147] lr: 1.851e-01, eta: 8 days, 17:16:59, time: 1.466, data_time: 0.008, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5763, loss_cls: 3.1167, loss: 3.1167, grad_norm: 1.6538 2021-01-20 14:14:34,145 - mmaction - INFO - Epoch [46][1540/2147] lr: 1.851e-01, eta: 8 days, 17:16:17, time: 1.576, data_time: 0.006, memory: 16628, top1_acc: 0.2969, top5_acc: 0.5482, loss_cls: 3.2944, loss: 3.2944, grad_norm: 1.6929 2021-01-20 14:15:07,995 - mmaction - INFO - Epoch [46][1560/2147] lr: 1.851e-01, eta: 8 days, 17:15:46, time: 1.692, data_time: 0.005, memory: 16628, top1_acc: 0.2978, top5_acc: 0.5451, loss_cls: 3.2541, loss: 3.2541, grad_norm: 1.6210 2021-01-20 14:15:37,433 - mmaction - INFO - Epoch [46][1580/2147] lr: 1.851e-01, eta: 8 days, 17:14:55, time: 1.473, data_time: 0.004, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5656, loss_cls: 3.1766, loss: 3.1766, grad_norm: 1.6591 2021-01-20 14:16:06,257 - mmaction - INFO - Epoch [46][1600/2147] lr: 1.851e-01, eta: 8 days, 17:14:01, time: 1.440, data_time: 0.003, memory: 16628, top1_acc: 0.2955, top5_acc: 0.5424, loss_cls: 3.2904, loss: 3.2904, grad_norm: 1.6614 2021-01-20 14:16:35,190 - mmaction - INFO - Epoch [46][1620/2147] lr: 1.851e-01, eta: 8 days, 17:13:07, time: 1.449, data_time: 0.009, memory: 16628, top1_acc: 0.2969, top5_acc: 0.5607, loss_cls: 3.1968, loss: 3.1968, grad_norm: 1.6487 2021-01-20 14:17:04,229 - mmaction - INFO - Epoch [46][1640/2147] lr: 1.851e-01, eta: 8 days, 17:12:14, time: 1.450, data_time: 0.002, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5701, loss_cls: 3.1702, loss: 3.1702, grad_norm: 1.6636 2021-01-20 14:17:32,877 - mmaction - INFO - Epoch [46][1660/2147] lr: 1.851e-01, eta: 8 days, 17:11:18, time: 1.432, data_time: 0.007, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5687, loss_cls: 3.1945, loss: 3.1945, grad_norm: 1.6332 2021-01-20 14:18:03,886 - mmaction - INFO - Epoch [46][1680/2147] lr: 1.851e-01, eta: 8 days, 17:10:34, time: 1.551, data_time: 0.003, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5670, loss_cls: 3.1606, loss: 3.1606, grad_norm: 1.6596 2021-01-20 14:18:32,602 - mmaction - INFO - Epoch [46][1700/2147] lr: 1.851e-01, eta: 8 days, 17:09:40, time: 1.436, data_time: 0.006, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5589, loss_cls: 3.1789, loss: 3.1789, grad_norm: 1.6812 2021-01-20 14:19:01,395 - mmaction - INFO - Epoch [46][1720/2147] lr: 1.851e-01, eta: 8 days, 17:08:45, time: 1.438, data_time: 0.003, memory: 16628, top1_acc: 0.3330, top5_acc: 0.5826, loss_cls: 3.1192, loss: 3.1192, grad_norm: 1.6431 2021-01-20 14:19:30,068 - mmaction - INFO - Epoch [46][1740/2147] lr: 1.851e-01, eta: 8 days, 17:07:50, time: 1.436, data_time: 0.004, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5665, loss_cls: 3.1749, loss: 3.1749, grad_norm: 1.7047 2021-01-20 14:20:01,709 - mmaction - INFO - Epoch [46][1760/2147] lr: 1.851e-01, eta: 8 days, 17:07:09, time: 1.582, data_time: 0.002, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5674, loss_cls: 3.2214, loss: 3.2214, grad_norm: 1.6744 2021-01-20 14:20:30,703 - mmaction - INFO - Epoch [46][1780/2147] lr: 1.851e-01, eta: 8 days, 17:06:16, time: 1.450, data_time: 0.007, memory: 16628, top1_acc: 0.3013, top5_acc: 0.5375, loss_cls: 3.2582, loss: 3.2582, grad_norm: 1.6445 2021-01-20 14:21:01,651 - mmaction - INFO - Epoch [46][1800/2147] lr: 1.851e-01, eta: 8 days, 17:05:31, time: 1.548, data_time: 0.001, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5754, loss_cls: 3.0880, loss: 3.0880, grad_norm: 1.5732 2021-01-20 14:21:31,573 - mmaction - INFO - Epoch [46][1820/2147] lr: 1.851e-01, eta: 8 days, 17:04:42, time: 1.495, data_time: 0.002, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5594, loss_cls: 3.1581, loss: 3.1581, grad_norm: 1.6800 2021-01-20 14:22:12,851 - mmaction - INFO - Epoch [46][1840/2147] lr: 1.851e-01, eta: 8 days, 17:04:45, time: 2.059, data_time: 0.002, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5679, loss_cls: 3.1486, loss: 3.1486, grad_norm: 1.6903 2021-01-20 14:22:42,322 - mmaction - INFO - Epoch [46][1860/2147] lr: 1.851e-01, eta: 8 days, 17:03:54, time: 1.478, data_time: 0.008, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5531, loss_cls: 3.2006, loss: 3.2006, grad_norm: 1.6726 2021-01-20 14:23:10,948 - mmaction - INFO - Epoch [46][1880/2147] lr: 1.851e-01, eta: 8 days, 17:02:59, time: 1.432, data_time: 0.001, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5536, loss_cls: 3.2367, loss: 3.2367, grad_norm: 1.6691 2021-01-20 14:23:42,287 - mmaction - INFO - Epoch [46][1900/2147] lr: 1.851e-01, eta: 8 days, 17:02:16, time: 1.566, data_time: 0.001, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5714, loss_cls: 3.1845, loss: 3.1845, grad_norm: 1.6221 2021-01-20 14:24:11,739 - mmaction - INFO - Epoch [46][1920/2147] lr: 1.851e-01, eta: 8 days, 17:01:25, time: 1.471, data_time: 0.003, memory: 16628, top1_acc: 0.3085, top5_acc: 0.5746, loss_cls: 3.1485, loss: 3.1485, grad_norm: 1.6534 2021-01-20 14:24:42,283 - mmaction - INFO - Epoch [46][1940/2147] lr: 1.851e-01, eta: 8 days, 17:00:39, time: 1.530, data_time: 0.010, memory: 16628, top1_acc: 0.3018, top5_acc: 0.5656, loss_cls: 3.1809, loss: 3.1809, grad_norm: 1.6813 2021-01-20 14:25:11,685 - mmaction - INFO - Epoch [46][1960/2147] lr: 1.851e-01, eta: 8 days, 16:59:47, time: 1.470, data_time: 0.015, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5625, loss_cls: 3.1301, loss: 3.1301, grad_norm: 1.6801 2021-01-20 14:25:45,077 - mmaction - INFO - Epoch [46][1980/2147] lr: 1.851e-01, eta: 8 days, 16:59:13, time: 1.663, data_time: 0.002, memory: 16628, top1_acc: 0.3330, top5_acc: 0.5786, loss_cls: 3.1205, loss: 3.1205, grad_norm: 1.6434 2021-01-20 14:26:14,011 - mmaction - INFO - Epoch [46][2000/2147] lr: 1.851e-01, eta: 8 days, 16:58:20, time: 1.451, data_time: 0.009, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5741, loss_cls: 3.1666, loss: 3.1666, grad_norm: 1.6835 2021-01-20 14:26:51,631 - mmaction - INFO - Epoch [46][2020/2147] lr: 1.851e-01, eta: 8 days, 16:58:06, time: 1.876, data_time: 0.006, memory: 16628, top1_acc: 0.3085, top5_acc: 0.5647, loss_cls: 3.2001, loss: 3.2001, grad_norm: 1.6682 2021-01-20 14:27:20,500 - mmaction - INFO - Epoch [46][2040/2147] lr: 1.851e-01, eta: 8 days, 16:57:12, time: 1.450, data_time: 0.009, memory: 16628, top1_acc: 0.2911, top5_acc: 0.5710, loss_cls: 3.1832, loss: 3.1832, grad_norm: 1.6959 2021-01-20 14:27:50,536 - mmaction - INFO - Epoch [46][2060/2147] lr: 1.851e-01, eta: 8 days, 16:56:24, time: 1.500, data_time: 0.004, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5518, loss_cls: 3.2390, loss: 3.2390, grad_norm: 1.6431 2021-01-20 14:28:21,764 - mmaction - INFO - Epoch [46][2080/2147] lr: 1.851e-01, eta: 8 days, 16:55:41, time: 1.560, data_time: 0.006, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5580, loss_cls: 3.1814, loss: 3.1814, grad_norm: 1.6344 2021-01-20 14:28:51,891 - mmaction - INFO - Epoch [46][2100/2147] lr: 1.851e-01, eta: 8 days, 16:54:53, time: 1.510, data_time: 0.008, memory: 16628, top1_acc: 0.3000, top5_acc: 0.5576, loss_cls: 3.2306, loss: 3.2306, grad_norm: 1.6511 2021-01-20 14:29:20,613 - mmaction - INFO - Epoch [46][2120/2147] lr: 1.851e-01, eta: 8 days, 16:53:58, time: 1.434, data_time: 0.002, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5772, loss_cls: 3.1396, loss: 3.1396, grad_norm: 1.6861 2021-01-20 14:29:49,666 - mmaction - INFO - Epoch [46][2140/2147] lr: 1.851e-01, eta: 8 days, 16:53:05, time: 1.454, data_time: 0.009, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5455, loss_cls: 3.2445, loss: 3.2445, grad_norm: 1.6769 2021-01-20 14:34:37,495 - mmaction - INFO - Epoch [47][20/2147] lr: 1.845e-01, eta: 8 days, 17:08:56, time: 13.163, data_time: 11.548, memory: 16628, top1_acc: 0.3295, top5_acc: 0.5924, loss_cls: 3.0392, loss: 3.0392, grad_norm: 1.6517 2021-01-20 14:35:06,092 - mmaction - INFO - Epoch [47][40/2147] lr: 1.845e-01, eta: 8 days, 17:08:01, time: 1.432, data_time: 0.019, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5656, loss_cls: 3.0925, loss: 3.0925, grad_norm: 1.6628 2021-01-20 14:35:35,268 - mmaction - INFO - Epoch [47][60/2147] lr: 1.845e-01, eta: 8 days, 17:07:08, time: 1.460, data_time: 0.004, memory: 16628, top1_acc: 0.3321, top5_acc: 0.5705, loss_cls: 3.1073, loss: 3.1073, grad_norm: 1.6566 2021-01-20 14:36:05,355 - mmaction - INFO - Epoch [47][80/2147] lr: 1.845e-01, eta: 8 days, 17:06:20, time: 1.505, data_time: 0.004, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5790, loss_cls: 3.0794, loss: 3.0794, grad_norm: 1.6826 2021-01-20 14:36:34,352 - mmaction - INFO - Epoch [47][100/2147] lr: 1.845e-01, eta: 8 days, 17:05:27, time: 1.451, data_time: 0.004, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5679, loss_cls: 3.1934, loss: 3.1934, grad_norm: 1.6640 2021-01-20 14:37:14,699 - mmaction - INFO - Epoch [47][120/2147] lr: 1.845e-01, eta: 8 days, 17:05:25, time: 2.015, data_time: 0.013, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5652, loss_cls: 3.1384, loss: 3.1384, grad_norm: 1.6594 2021-01-20 14:37:44,002 - mmaction - INFO - Epoch [47][140/2147] lr: 1.845e-01, eta: 8 days, 17:04:33, time: 1.466, data_time: 0.012, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5647, loss_cls: 3.1743, loss: 3.1743, grad_norm: 1.6447 2021-01-20 14:38:14,625 - mmaction - INFO - Epoch [47][160/2147] lr: 1.845e-01, eta: 8 days, 17:03:47, time: 1.530, data_time: 0.004, memory: 16628, top1_acc: 0.3085, top5_acc: 0.5616, loss_cls: 3.1687, loss: 3.1687, grad_norm: 1.6817 2021-01-20 14:38:44,109 - mmaction - INFO - Epoch [47][180/2147] lr: 1.845e-01, eta: 8 days, 17:02:56, time: 1.477, data_time: 0.005, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5634, loss_cls: 3.1945, loss: 3.1945, grad_norm: 1.6476 2021-01-20 14:39:13,003 - mmaction - INFO - Epoch [47][200/2147] lr: 1.845e-01, eta: 8 days, 17:02:02, time: 1.445, data_time: 0.005, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5808, loss_cls: 3.0897, loss: 3.0897, grad_norm: 1.6683 2021-01-20 14:39:42,023 - mmaction - INFO - Epoch [47][220/2147] lr: 1.845e-01, eta: 8 days, 17:01:08, time: 1.447, data_time: 0.003, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5692, loss_cls: 3.1582, loss: 3.1582, grad_norm: 1.6480 2021-01-20 14:40:13,657 - mmaction - INFO - Epoch [47][240/2147] lr: 1.845e-01, eta: 8 days, 17:00:27, time: 1.583, data_time: 0.008, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5781, loss_cls: 3.1274, loss: 3.1274, grad_norm: 1.6433 2021-01-20 14:40:44,794 - mmaction - INFO - Epoch [47][260/2147] lr: 1.845e-01, eta: 8 days, 16:59:43, time: 1.555, data_time: 0.007, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5687, loss_cls: 3.1221, loss: 3.1221, grad_norm: 1.6652 2021-01-20 14:41:13,910 - mmaction - INFO - Epoch [47][280/2147] lr: 1.845e-01, eta: 8 days, 16:58:50, time: 1.460, data_time: 0.010, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5589, loss_cls: 3.1959, loss: 3.1959, grad_norm: 1.7149 2021-01-20 14:41:51,694 - mmaction - INFO - Epoch [47][300/2147] lr: 1.845e-01, eta: 8 days, 16:58:37, time: 1.884, data_time: 0.004, memory: 16628, top1_acc: 0.3018, top5_acc: 0.5513, loss_cls: 3.2343, loss: 3.2343, grad_norm: 1.6960 2021-01-20 14:42:22,319 - mmaction - INFO - Epoch [47][320/2147] lr: 1.845e-01, eta: 8 days, 16:57:51, time: 1.537, data_time: 0.019, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5683, loss_cls: 3.1652, loss: 3.1652, grad_norm: 1.6542 2021-01-20 14:42:52,136 - mmaction - INFO - Epoch [47][340/2147] lr: 1.845e-01, eta: 8 days, 16:57:01, time: 1.488, data_time: 0.004, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5598, loss_cls: 3.1584, loss: 3.1584, grad_norm: 1.6719 2021-01-20 14:43:21,779 - mmaction - INFO - Epoch [47][360/2147] lr: 1.845e-01, eta: 8 days, 16:56:11, time: 1.483, data_time: 0.016, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5732, loss_cls: 3.0887, loss: 3.0887, grad_norm: 1.6841 2021-01-20 14:43:51,474 - mmaction - INFO - Epoch [47][380/2147] lr: 1.845e-01, eta: 8 days, 16:55:20, time: 1.482, data_time: 0.004, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5616, loss_cls: 3.1773, loss: 3.1773, grad_norm: 1.6887 2021-01-20 14:44:21,848 - mmaction - INFO - Epoch [47][400/2147] lr: 1.845e-01, eta: 8 days, 16:54:33, time: 1.518, data_time: 0.007, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5692, loss_cls: 3.1446, loss: 3.1446, grad_norm: 1.6058 2021-01-20 14:44:55,115 - mmaction - INFO - Epoch [47][420/2147] lr: 1.845e-01, eta: 8 days, 16:53:59, time: 1.664, data_time: 0.006, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5589, loss_cls: 3.1734, loss: 3.1734, grad_norm: 1.6737 2021-01-20 14:45:24,720 - mmaction - INFO - Epoch [47][440/2147] lr: 1.845e-01, eta: 8 days, 16:53:09, time: 1.477, data_time: 0.008, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5759, loss_cls: 3.0998, loss: 3.0998, grad_norm: 1.6603 2021-01-20 14:45:54,283 - mmaction - INFO - Epoch [47][460/2147] lr: 1.845e-01, eta: 8 days, 16:52:18, time: 1.485, data_time: 0.010, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5674, loss_cls: 3.2127, loss: 3.2127, grad_norm: 1.7347 2021-01-20 14:46:23,984 - mmaction - INFO - Epoch [47][480/2147] lr: 1.845e-01, eta: 8 days, 16:51:28, time: 1.480, data_time: 0.002, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5737, loss_cls: 3.1269, loss: 3.1269, grad_norm: 1.6804 2021-01-20 14:47:04,231 - mmaction - INFO - Epoch [47][500/2147] lr: 1.845e-01, eta: 8 days, 16:51:26, time: 2.016, data_time: 0.008, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5612, loss_cls: 3.2019, loss: 3.2019, grad_norm: 1.6452 2021-01-20 14:47:35,489 - mmaction - INFO - Epoch [47][520/2147] lr: 1.845e-01, eta: 8 days, 16:50:43, time: 1.562, data_time: 0.016, memory: 16628, top1_acc: 0.3085, top5_acc: 0.5500, loss_cls: 3.2405, loss: 3.2405, grad_norm: 1.6685 2021-01-20 14:48:06,587 - mmaction - INFO - Epoch [47][540/2147] lr: 1.845e-01, eta: 8 days, 16:49:59, time: 1.556, data_time: 0.005, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5710, loss_cls: 3.1648, loss: 3.1648, grad_norm: 1.6682 2021-01-20 14:48:35,655 - mmaction - INFO - Epoch [47][560/2147] lr: 1.845e-01, eta: 8 days, 16:49:06, time: 1.453, data_time: 0.005, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5580, loss_cls: 3.1916, loss: 3.1916, grad_norm: 1.6551 2021-01-20 14:49:04,839 - mmaction - INFO - Epoch [47][580/2147] lr: 1.845e-01, eta: 8 days, 16:48:14, time: 1.461, data_time: 0.004, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5808, loss_cls: 3.1288, loss: 3.1288, grad_norm: 1.6388 2021-01-20 14:49:35,914 - mmaction - INFO - Epoch [47][600/2147] lr: 1.845e-01, eta: 8 days, 16:47:30, time: 1.552, data_time: 0.004, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5536, loss_cls: 3.2313, loss: 3.2313, grad_norm: 1.6777 2021-01-20 14:50:05,131 - mmaction - INFO - Epoch [47][620/2147] lr: 1.845e-01, eta: 8 days, 16:46:37, time: 1.460, data_time: 0.005, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5629, loss_cls: 3.1260, loss: 3.1260, grad_norm: 1.6254 2021-01-20 14:50:34,619 - mmaction - INFO - Epoch [47][640/2147] lr: 1.845e-01, eta: 8 days, 16:45:46, time: 1.475, data_time: 0.005, memory: 16628, top1_acc: 0.3299, top5_acc: 0.5848, loss_cls: 3.0414, loss: 3.0414, grad_norm: 1.6913 2021-01-20 14:51:03,924 - mmaction - INFO - Epoch [47][660/2147] lr: 1.845e-01, eta: 8 days, 16:44:54, time: 1.466, data_time: 0.005, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5643, loss_cls: 3.1387, loss: 3.1387, grad_norm: 1.6939 2021-01-20 14:51:35,249 - mmaction - INFO - Epoch [47][680/2147] lr: 1.845e-01, eta: 8 days, 16:44:12, time: 1.569, data_time: 0.009, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5442, loss_cls: 3.2777, loss: 3.2777, grad_norm: 1.6278 2021-01-20 14:52:05,732 - mmaction - INFO - Epoch [47][700/2147] lr: 1.845e-01, eta: 8 days, 16:43:25, time: 1.523, data_time: 0.003, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5612, loss_cls: 3.1709, loss: 3.1709, grad_norm: 1.6152 2021-01-20 14:52:36,690 - mmaction - INFO - Epoch [47][720/2147] lr: 1.845e-01, eta: 8 days, 16:42:41, time: 1.548, data_time: 0.003, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5625, loss_cls: 3.2301, loss: 3.2301, grad_norm: 1.6414 2021-01-20 14:53:06,933 - mmaction - INFO - Epoch [47][740/2147] lr: 1.845e-01, eta: 8 days, 16:41:53, time: 1.510, data_time: 0.003, memory: 16628, top1_acc: 0.3004, top5_acc: 0.5504, loss_cls: 3.2333, loss: 3.2333, grad_norm: 1.6729 2021-01-20 14:53:36,640 - mmaction - INFO - Epoch [47][760/2147] lr: 1.845e-01, eta: 8 days, 16:41:03, time: 1.487, data_time: 0.007, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5714, loss_cls: 3.1397, loss: 3.1397, grad_norm: 1.6781 2021-01-20 14:54:05,531 - mmaction - INFO - Epoch [47][780/2147] lr: 1.845e-01, eta: 8 days, 16:40:10, time: 1.446, data_time: 0.004, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5683, loss_cls: 3.1304, loss: 3.1304, grad_norm: 1.6655 2021-01-20 14:54:34,795 - mmaction - INFO - Epoch [47][800/2147] lr: 1.845e-01, eta: 8 days, 16:39:18, time: 1.460, data_time: 0.002, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5857, loss_cls: 3.0861, loss: 3.0861, grad_norm: 1.6798 2021-01-20 14:55:04,924 - mmaction - INFO - Epoch [47][820/2147] lr: 1.845e-01, eta: 8 days, 16:38:29, time: 1.506, data_time: 0.008, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5723, loss_cls: 3.1536, loss: 3.1536, grad_norm: 1.6560 2021-01-20 14:55:37,676 - mmaction - INFO - Epoch [47][840/2147] lr: 1.845e-01, eta: 8 days, 16:37:53, time: 1.639, data_time: 0.008, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5545, loss_cls: 3.1942, loss: 3.1942, grad_norm: 1.6701 2021-01-20 14:56:08,356 - mmaction - INFO - Epoch [47][860/2147] lr: 1.845e-01, eta: 8 days, 16:37:07, time: 1.530, data_time: 0.008, memory: 16628, top1_acc: 0.2920, top5_acc: 0.5679, loss_cls: 3.2086, loss: 3.2086, grad_norm: 1.6476 2021-01-20 14:56:37,545 - mmaction - INFO - Epoch [47][880/2147] lr: 1.845e-01, eta: 8 days, 16:36:15, time: 1.464, data_time: 0.008, memory: 16628, top1_acc: 0.3085, top5_acc: 0.5621, loss_cls: 3.1855, loss: 3.1855, grad_norm: 1.6764 2021-01-20 14:57:18,665 - mmaction - INFO - Epoch [47][900/2147] lr: 1.845e-01, eta: 8 days, 16:36:17, time: 2.050, data_time: 0.008, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5545, loss_cls: 3.1461, loss: 3.1461, grad_norm: 1.6653 2021-01-20 14:57:47,541 - mmaction - INFO - Epoch [47][920/2147] lr: 1.845e-01, eta: 8 days, 16:35:23, time: 1.451, data_time: 0.013, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5741, loss_cls: 3.1595, loss: 3.1595, grad_norm: 1.6937 2021-01-20 14:58:18,316 - mmaction - INFO - Epoch [47][940/2147] lr: 1.845e-01, eta: 8 days, 16:34:38, time: 1.538, data_time: 0.003, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5687, loss_cls: 3.1306, loss: 3.1306, grad_norm: 1.6421 2021-01-20 14:58:47,406 - mmaction - INFO - Epoch [47][960/2147] lr: 1.845e-01, eta: 8 days, 16:33:46, time: 1.456, data_time: 0.004, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5567, loss_cls: 3.1945, loss: 3.1945, grad_norm: 1.7087 2021-01-20 14:59:17,138 - mmaction - INFO - Epoch [47][980/2147] lr: 1.845e-01, eta: 8 days, 16:32:55, time: 1.482, data_time: 0.001, memory: 16628, top1_acc: 0.2929, top5_acc: 0.5580, loss_cls: 3.1895, loss: 3.1895, grad_norm: 1.6513 2021-01-20 14:59:49,056 - mmaction - INFO - Epoch [47][1000/2147] lr: 1.845e-01, eta: 8 days, 16:32:16, time: 1.599, data_time: 0.010, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5741, loss_cls: 3.1294, loss: 3.1294, grad_norm: 1.6660 2021-01-20 15:00:20,556 - mmaction - INFO - Epoch [47][1020/2147] lr: 1.845e-01, eta: 8 days, 16:31:33, time: 1.563, data_time: 0.011, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5594, loss_cls: 3.1531, loss: 3.1531, grad_norm: 1.6339 2021-01-20 15:00:51,818 - mmaction - INFO - Epoch [47][1040/2147] lr: 1.845e-01, eta: 8 days, 16:30:51, time: 1.576, data_time: 0.020, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5839, loss_cls: 3.1267, loss: 3.1267, grad_norm: 1.6658 2021-01-20 15:01:22,289 - mmaction - INFO - Epoch [47][1060/2147] lr: 1.845e-01, eta: 8 days, 16:30:04, time: 1.521, data_time: 0.005, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5741, loss_cls: 3.1220, loss: 3.1220, grad_norm: 1.7059 2021-01-20 15:02:00,082 - mmaction - INFO - Epoch [47][1080/2147] lr: 1.845e-01, eta: 8 days, 16:29:51, time: 1.887, data_time: 0.009, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5746, loss_cls: 3.1041, loss: 3.1041, grad_norm: 1.6276 2021-01-20 15:02:33,187 - mmaction - INFO - Epoch [47][1100/2147] lr: 1.845e-01, eta: 8 days, 16:29:16, time: 1.655, data_time: 0.007, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5871, loss_cls: 3.0801, loss: 3.0801, grad_norm: 1.6622 2021-01-20 15:03:01,988 - mmaction - INFO - Epoch [47][1120/2147] lr: 1.845e-01, eta: 8 days, 16:28:22, time: 1.443, data_time: 0.009, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5563, loss_cls: 3.2166, loss: 3.2166, grad_norm: 1.7065 2021-01-20 15:03:31,486 - mmaction - INFO - Epoch [47][1140/2147] lr: 1.845e-01, eta: 8 days, 16:27:32, time: 1.477, data_time: 0.009, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5598, loss_cls: 3.1852, loss: 3.1852, grad_norm: 1.6413 2021-01-20 15:04:02,353 - mmaction - INFO - Epoch [47][1160/2147] lr: 1.845e-01, eta: 8 days, 16:26:47, time: 1.541, data_time: 0.004, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5826, loss_cls: 3.0856, loss: 3.0856, grad_norm: 1.6557 2021-01-20 15:04:32,282 - mmaction - INFO - Epoch [47][1180/2147] lr: 1.845e-01, eta: 8 days, 16:25:58, time: 1.500, data_time: 0.004, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5612, loss_cls: 3.2195, loss: 3.2195, grad_norm: 1.7105 2021-01-20 15:05:01,983 - mmaction - INFO - Epoch [47][1200/2147] lr: 1.845e-01, eta: 8 days, 16:25:08, time: 1.485, data_time: 0.001, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5763, loss_cls: 3.1641, loss: 3.1641, grad_norm: 1.6433 2021-01-20 15:05:32,287 - mmaction - INFO - Epoch [47][1220/2147] lr: 1.845e-01, eta: 8 days, 16:24:21, time: 1.515, data_time: 0.002, memory: 16628, top1_acc: 0.2991, top5_acc: 0.5661, loss_cls: 3.2133, loss: 3.2133, grad_norm: 1.7019 2021-01-20 15:06:02,722 - mmaction - INFO - Epoch [47][1240/2147] lr: 1.845e-01, eta: 8 days, 16:23:35, time: 1.521, data_time: 0.008, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5737, loss_cls: 3.1449, loss: 3.1449, grad_norm: 1.6844 2021-01-20 15:06:36,041 - mmaction - INFO - Epoch [47][1260/2147] lr: 1.845e-01, eta: 8 days, 16:23:00, time: 1.660, data_time: 0.004, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5661, loss_cls: 3.1805, loss: 3.1805, grad_norm: 1.6712 2021-01-20 15:07:14,115 - mmaction - INFO - Epoch [47][1280/2147] lr: 1.845e-01, eta: 8 days, 16:22:48, time: 1.899, data_time: 0.010, memory: 16628, top1_acc: 0.2875, top5_acc: 0.5464, loss_cls: 3.2819, loss: 3.2819, grad_norm: 1.6157 2021-01-20 15:07:44,998 - mmaction - INFO - Epoch [47][1300/2147] lr: 1.845e-01, eta: 8 days, 16:22:04, time: 1.552, data_time: 0.017, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5446, loss_cls: 3.2418, loss: 3.2418, grad_norm: 1.6586 2021-01-20 15:08:13,858 - mmaction - INFO - Epoch [47][1320/2147] lr: 1.845e-01, eta: 8 days, 16:21:11, time: 1.447, data_time: 0.010, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5790, loss_cls: 3.1315, loss: 3.1315, grad_norm: 1.6546 2021-01-20 15:08:44,461 - mmaction - INFO - Epoch [47][1340/2147] lr: 1.845e-01, eta: 8 days, 16:20:25, time: 1.528, data_time: 0.001, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5888, loss_cls: 3.0836, loss: 3.0836, grad_norm: 1.7020 2021-01-20 15:09:13,264 - mmaction - INFO - Epoch [47][1360/2147] lr: 1.845e-01, eta: 8 days, 16:19:31, time: 1.442, data_time: 0.006, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5482, loss_cls: 3.2383, loss: 3.2383, grad_norm: 1.7009 2021-01-20 15:09:42,187 - mmaction - INFO - Epoch [47][1380/2147] lr: 1.845e-01, eta: 8 days, 16:18:37, time: 1.444, data_time: 0.004, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5589, loss_cls: 3.2321, loss: 3.2321, grad_norm: 1.6647 2021-01-20 15:10:12,981 - mmaction - INFO - Epoch [47][1400/2147] lr: 1.845e-01, eta: 8 days, 16:17:53, time: 1.541, data_time: 0.054, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5647, loss_cls: 3.1834, loss: 3.1834, grad_norm: 1.6314 2021-01-20 15:10:45,793 - mmaction - INFO - Epoch [47][1420/2147] lr: 1.845e-01, eta: 8 days, 16:17:17, time: 1.639, data_time: 0.004, memory: 16628, top1_acc: 0.3013, top5_acc: 0.5674, loss_cls: 3.1949, loss: 3.1949, grad_norm: 1.6891 2021-01-20 15:11:16,041 - mmaction - INFO - Epoch [47][1440/2147] lr: 1.845e-01, eta: 8 days, 16:16:29, time: 1.506, data_time: 0.007, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5670, loss_cls: 3.1784, loss: 3.1784, grad_norm: 1.7105 2021-01-20 15:11:57,860 - mmaction - INFO - Epoch [47][1460/2147] lr: 1.845e-01, eta: 8 days, 16:16:34, time: 2.095, data_time: 0.069, memory: 16628, top1_acc: 0.2929, top5_acc: 0.5321, loss_cls: 3.3073, loss: 3.3073, grad_norm: 1.6519 2021-01-20 15:12:31,012 - mmaction - INFO - Epoch [47][1480/2147] lr: 1.845e-01, eta: 8 days, 16:15:58, time: 1.648, data_time: 0.010, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5554, loss_cls: 3.1789, loss: 3.1789, grad_norm: 1.6116 2021-01-20 15:12:59,988 - mmaction - INFO - Epoch [47][1500/2147] lr: 1.845e-01, eta: 8 days, 16:15:06, time: 1.460, data_time: 0.022, memory: 16628, top1_acc: 0.2969, top5_acc: 0.5580, loss_cls: 3.2374, loss: 3.2374, grad_norm: 1.7038 2021-01-20 15:13:29,774 - mmaction - INFO - Epoch [47][1520/2147] lr: 1.845e-01, eta: 8 days, 16:14:17, time: 1.491, data_time: 0.006, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5821, loss_cls: 3.1211, loss: 3.1211, grad_norm: 1.6451 2021-01-20 15:13:59,144 - mmaction - INFO - Epoch [47][1540/2147] lr: 1.845e-01, eta: 8 days, 16:13:26, time: 1.467, data_time: 0.007, memory: 16628, top1_acc: 0.2973, top5_acc: 0.5496, loss_cls: 3.2146, loss: 3.2146, grad_norm: 1.7088 2021-01-20 15:14:28,866 - mmaction - INFO - Epoch [47][1560/2147] lr: 1.845e-01, eta: 8 days, 16:12:35, time: 1.473, data_time: 0.011, memory: 16628, top1_acc: 0.3018, top5_acc: 0.5679, loss_cls: 3.1810, loss: 3.1810, grad_norm: 1.6148 2021-01-20 15:15:05,050 - mmaction - INFO - Epoch [47][1580/2147] lr: 1.845e-01, eta: 8 days, 16:12:15, time: 1.820, data_time: 0.019, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5732, loss_cls: 3.1693, loss: 3.1693, grad_norm: 1.6845 2021-01-20 15:15:34,069 - mmaction - INFO - Epoch [47][1600/2147] lr: 1.845e-01, eta: 8 days, 16:11:23, time: 1.455, data_time: 0.013, memory: 16628, top1_acc: 0.3250, top5_acc: 0.5723, loss_cls: 3.1576, loss: 3.1576, grad_norm: 1.6821 2021-01-20 15:16:07,522 - mmaction - INFO - Epoch [47][1620/2147] lr: 1.845e-01, eta: 8 days, 16:10:49, time: 1.669, data_time: 0.004, memory: 16628, top1_acc: 0.2960, top5_acc: 0.5598, loss_cls: 3.1923, loss: 3.1923, grad_norm: 1.6622 2021-01-20 15:16:36,294 - mmaction - INFO - Epoch [47][1640/2147] lr: 1.845e-01, eta: 8 days, 16:09:56, time: 1.442, data_time: 0.012, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5652, loss_cls: 3.1665, loss: 3.1665, grad_norm: 1.6871 2021-01-20 15:17:13,506 - mmaction - INFO - Epoch [47][1660/2147] lr: 1.845e-01, eta: 8 days, 16:09:39, time: 1.860, data_time: 0.008, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5643, loss_cls: 3.1781, loss: 3.1781, grad_norm: 1.6771 2021-01-20 15:17:47,656 - mmaction - INFO - Epoch [47][1680/2147] lr: 1.845e-01, eta: 8 days, 16:09:10, time: 1.706, data_time: 0.016, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5652, loss_cls: 3.1697, loss: 3.1697, grad_norm: 1.6563 2021-01-20 15:18:17,616 - mmaction - INFO - Epoch [47][1700/2147] lr: 1.845e-01, eta: 8 days, 16:08:21, time: 1.501, data_time: 0.008, memory: 16628, top1_acc: 0.3063, top5_acc: 0.5571, loss_cls: 3.2036, loss: 3.2036, grad_norm: 1.6740 2021-01-20 15:18:48,081 - mmaction - INFO - Epoch [47][1720/2147] lr: 1.845e-01, eta: 8 days, 16:07:35, time: 1.522, data_time: 0.005, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5554, loss_cls: 3.1881, loss: 3.1881, grad_norm: 1.6682 2021-01-20 15:19:17,160 - mmaction - INFO - Epoch [47][1740/2147] lr: 1.845e-01, eta: 8 days, 16:06:42, time: 1.454, data_time: 0.009, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5741, loss_cls: 3.1683, loss: 3.1683, grad_norm: 1.6842 2021-01-20 15:19:46,281 - mmaction - INFO - Epoch [47][1760/2147] lr: 1.845e-01, eta: 8 days, 16:05:50, time: 1.458, data_time: 0.004, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5504, loss_cls: 3.2309, loss: 3.2309, grad_norm: 1.6678 2021-01-20 15:20:19,430 - mmaction - INFO - Epoch [47][1780/2147] lr: 1.845e-01, eta: 8 days, 16:05:15, time: 1.651, data_time: 0.002, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5585, loss_cls: 3.1919, loss: 3.1919, grad_norm: 1.6123 2021-01-20 15:20:48,881 - mmaction - INFO - Epoch [47][1800/2147] lr: 1.845e-01, eta: 8 days, 16:04:25, time: 1.479, data_time: 0.015, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5576, loss_cls: 3.1647, loss: 3.1647, grad_norm: 1.6455 2021-01-20 15:21:17,956 - mmaction - INFO - Epoch [47][1820/2147] lr: 1.845e-01, eta: 8 days, 16:03:32, time: 1.451, data_time: 0.002, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5634, loss_cls: 3.1926, loss: 3.1926, grad_norm: 1.6793 2021-01-20 15:21:52,252 - mmaction - INFO - Epoch [47][1840/2147] lr: 1.845e-01, eta: 8 days, 16:03:03, time: 1.714, data_time: 0.006, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5656, loss_cls: 3.1941, loss: 3.1941, grad_norm: 1.6316 2021-01-20 15:22:24,358 - mmaction - INFO - Epoch [47][1860/2147] lr: 1.845e-01, eta: 8 days, 16:02:24, time: 1.607, data_time: 0.011, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5576, loss_cls: 3.1931, loss: 3.1931, grad_norm: 1.6431 2021-01-20 15:22:54,261 - mmaction - INFO - Epoch [47][1880/2147] lr: 1.845e-01, eta: 8 days, 16:01:35, time: 1.496, data_time: 0.004, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5634, loss_cls: 3.1973, loss: 3.1973, grad_norm: 1.6463 2021-01-20 15:23:25,165 - mmaction - INFO - Epoch [47][1900/2147] lr: 1.845e-01, eta: 8 days, 16:00:51, time: 1.545, data_time: 0.010, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5594, loss_cls: 3.1866, loss: 3.1866, grad_norm: 1.6861 2021-01-20 15:23:54,400 - mmaction - INFO - Epoch [47][1920/2147] lr: 1.845e-01, eta: 8 days, 15:59:59, time: 1.458, data_time: 0.006, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5580, loss_cls: 3.2029, loss: 3.2029, grad_norm: 1.6441 2021-01-20 15:24:23,381 - mmaction - INFO - Epoch [47][1940/2147] lr: 1.845e-01, eta: 8 days, 15:59:07, time: 1.452, data_time: 0.007, memory: 16628, top1_acc: 0.2942, top5_acc: 0.5558, loss_cls: 3.2282, loss: 3.2282, grad_norm: 1.6722 2021-01-20 15:24:53,862 - mmaction - INFO - Epoch [47][1960/2147] lr: 1.845e-01, eta: 8 days, 15:58:20, time: 1.522, data_time: 0.006, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5509, loss_cls: 3.2254, loss: 3.2254, grad_norm: 1.6694 2021-01-20 15:25:29,405 - mmaction - INFO - Epoch [47][1980/2147] lr: 1.845e-01, eta: 8 days, 15:57:56, time: 1.775, data_time: 0.008, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5540, loss_cls: 3.1923, loss: 3.1923, grad_norm: 1.6340 2021-01-20 15:25:58,227 - mmaction - INFO - Epoch [47][2000/2147] lr: 1.845e-01, eta: 8 days, 15:57:03, time: 1.443, data_time: 0.010, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5813, loss_cls: 3.0984, loss: 3.0984, grad_norm: 1.6803 2021-01-20 15:26:29,717 - mmaction - INFO - Epoch [47][2020/2147] lr: 1.845e-01, eta: 8 days, 15:56:21, time: 1.572, data_time: 0.006, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5728, loss_cls: 3.1517, loss: 3.1517, grad_norm: 1.6927 2021-01-20 15:27:05,346 - mmaction - INFO - Epoch [47][2040/2147] lr: 1.845e-01, eta: 8 days, 15:55:58, time: 1.781, data_time: 0.018, memory: 16628, top1_acc: 0.2964, top5_acc: 0.5710, loss_cls: 3.1802, loss: 3.1802, grad_norm: 1.7043 2021-01-20 15:27:36,119 - mmaction - INFO - Epoch [47][2060/2147] lr: 1.845e-01, eta: 8 days, 15:55:13, time: 1.537, data_time: 0.013, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5656, loss_cls: 3.1628, loss: 3.1628, grad_norm: 1.6350 2021-01-20 15:28:09,074 - mmaction - INFO - Epoch [47][2080/2147] lr: 1.845e-01, eta: 8 days, 15:54:38, time: 1.647, data_time: 0.017, memory: 16628, top1_acc: 0.2946, top5_acc: 0.5442, loss_cls: 3.2420, loss: 3.2420, grad_norm: 1.6332 2021-01-20 15:28:40,502 - mmaction - INFO - Epoch [47][2100/2147] lr: 1.845e-01, eta: 8 days, 15:53:56, time: 1.573, data_time: 0.017, memory: 16628, top1_acc: 0.2973, top5_acc: 0.5607, loss_cls: 3.2234, loss: 3.2234, grad_norm: 1.6547 2021-01-20 15:29:13,783 - mmaction - INFO - Epoch [47][2120/2147] lr: 1.845e-01, eta: 8 days, 15:53:23, time: 1.668, data_time: 0.015, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5473, loss_cls: 3.2673, loss: 3.2673, grad_norm: 1.6848 2021-01-20 15:29:44,499 - mmaction - INFO - Epoch [47][2140/2147] lr: 1.845e-01, eta: 8 days, 15:52:38, time: 1.539, data_time: 0.007, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5598, loss_cls: 3.1632, loss: 3.1632, grad_norm: 1.6362 2021-01-20 15:35:16,721 - mmaction - INFO - Epoch [48][20/2147] lr: 1.838e-01, eta: 8 days, 16:11:21, time: 15.393, data_time: 13.235, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5442, loss_cls: 3.2477, loss: 3.2477, grad_norm: 1.6793 2021-01-20 15:35:45,463 - mmaction - INFO - Epoch [48][40/2147] lr: 1.838e-01, eta: 8 days, 16:10:27, time: 1.439, data_time: 0.007, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5563, loss_cls: 3.1872, loss: 3.1872, grad_norm: 1.6638 2021-01-20 15:36:14,812 - mmaction - INFO - Epoch [48][60/2147] lr: 1.838e-01, eta: 8 days, 16:09:35, time: 1.459, data_time: 0.004, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5665, loss_cls: 3.1165, loss: 3.1165, grad_norm: 1.6357 2021-01-20 15:36:54,854 - mmaction - INFO - Epoch [48][80/2147] lr: 1.838e-01, eta: 8 days, 16:09:31, time: 2.006, data_time: 0.011, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5607, loss_cls: 3.2133, loss: 3.2133, grad_norm: 1.6866 2021-01-20 15:37:24,487 - mmaction - INFO - Epoch [48][100/2147] lr: 1.838e-01, eta: 8 days, 16:08:42, time: 1.484, data_time: 0.008, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5795, loss_cls: 3.1008, loss: 3.1008, grad_norm: 1.6649 2021-01-20 15:37:56,728 - mmaction - INFO - Epoch [48][120/2147] lr: 1.838e-01, eta: 8 days, 16:08:03, time: 1.612, data_time: 0.005, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5643, loss_cls: 3.1645, loss: 3.1645, grad_norm: 1.6437 2021-01-20 15:38:25,681 - mmaction - INFO - Epoch [48][140/2147] lr: 1.838e-01, eta: 8 days, 16:07:10, time: 1.450, data_time: 0.010, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5763, loss_cls: 3.1165, loss: 3.1165, grad_norm: 1.6974 2021-01-20 15:38:56,283 - mmaction - INFO - Epoch [48][160/2147] lr: 1.838e-01, eta: 8 days, 16:06:24, time: 1.530, data_time: 0.003, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5701, loss_cls: 3.1761, loss: 3.1761, grad_norm: 1.6691 2021-01-20 15:39:24,950 - mmaction - INFO - Epoch [48][180/2147] lr: 1.838e-01, eta: 8 days, 16:05:29, time: 1.430, data_time: 0.007, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5710, loss_cls: 3.1343, loss: 3.1343, grad_norm: 1.6830 2021-01-20 15:39:54,100 - mmaction - INFO - Epoch [48][200/2147] lr: 1.838e-01, eta: 8 days, 16:04:37, time: 1.458, data_time: 0.010, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5772, loss_cls: 3.1241, loss: 3.1241, grad_norm: 1.6653 2021-01-20 15:40:27,635 - mmaction - INFO - Epoch [48][220/2147] lr: 1.838e-01, eta: 8 days, 16:04:04, time: 1.670, data_time: 0.006, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5487, loss_cls: 3.1902, loss: 3.1902, grad_norm: 1.6965 2021-01-20 15:40:57,049 - mmaction - INFO - Epoch [48][240/2147] lr: 1.838e-01, eta: 8 days, 16:03:13, time: 1.476, data_time: 0.013, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5804, loss_cls: 3.0965, loss: 3.0965, grad_norm: 1.6683 2021-01-20 15:41:30,050 - mmaction - INFO - Epoch [48][260/2147] lr: 1.838e-01, eta: 8 days, 16:02:38, time: 1.646, data_time: 0.008, memory: 16628, top1_acc: 0.3357, top5_acc: 0.5741, loss_cls: 3.1007, loss: 3.1007, grad_norm: 1.7039 2021-01-20 15:42:07,044 - mmaction - INFO - Epoch [48][280/2147] lr: 1.838e-01, eta: 8 days, 16:02:21, time: 1.858, data_time: 0.013, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5853, loss_cls: 3.0784, loss: 3.0784, grad_norm: 1.6503 2021-01-20 15:42:41,137 - mmaction - INFO - Epoch [48][300/2147] lr: 1.838e-01, eta: 8 days, 16:01:50, time: 1.693, data_time: 0.003, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5683, loss_cls: 3.1956, loss: 3.1956, grad_norm: 1.6835 2021-01-20 15:43:12,665 - mmaction - INFO - Epoch [48][320/2147] lr: 1.838e-01, eta: 8 days, 16:01:09, time: 1.586, data_time: 0.023, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5496, loss_cls: 3.2160, loss: 3.2160, grad_norm: 1.6838 2021-01-20 15:43:44,633 - mmaction - INFO - Epoch [48][340/2147] lr: 1.838e-01, eta: 8 days, 16:00:29, time: 1.596, data_time: 0.006, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5719, loss_cls: 3.1000, loss: 3.1000, grad_norm: 1.6503 2021-01-20 15:44:16,087 - mmaction - INFO - Epoch [48][360/2147] lr: 1.838e-01, eta: 8 days, 15:59:47, time: 1.572, data_time: 0.010, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5451, loss_cls: 3.2120, loss: 3.2120, grad_norm: 1.7070 2021-01-20 15:44:47,171 - mmaction - INFO - Epoch [48][380/2147] lr: 1.838e-01, eta: 8 days, 15:59:03, time: 1.556, data_time: 0.011, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5772, loss_cls: 3.1571, loss: 3.1571, grad_norm: 1.6705 2021-01-20 15:45:18,643 - mmaction - INFO - Epoch [48][400/2147] lr: 1.838e-01, eta: 8 days, 15:58:21, time: 1.571, data_time: 0.005, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5799, loss_cls: 3.0975, loss: 3.0975, grad_norm: 1.6946 2021-01-20 15:45:47,563 - mmaction - INFO - Epoch [48][420/2147] lr: 1.838e-01, eta: 8 days, 15:57:28, time: 1.452, data_time: 0.012, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5580, loss_cls: 3.2178, loss: 3.2178, grad_norm: 1.7119 2021-01-20 15:46:16,484 - mmaction - INFO - Epoch [48][440/2147] lr: 1.838e-01, eta: 8 days, 15:56:35, time: 1.444, data_time: 0.004, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5853, loss_cls: 3.1308, loss: 3.1308, grad_norm: 1.6481 2021-01-20 15:46:59,803 - mmaction - INFO - Epoch [48][460/2147] lr: 1.838e-01, eta: 8 days, 15:56:45, time: 2.166, data_time: 0.010, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5692, loss_cls: 3.1824, loss: 3.1824, grad_norm: 1.6634 2021-01-20 15:47:30,896 - mmaction - INFO - Epoch [48][480/2147] lr: 1.838e-01, eta: 8 days, 15:56:02, time: 1.557, data_time: 0.009, memory: 16628, top1_acc: 0.3317, top5_acc: 0.5772, loss_cls: 3.0873, loss: 3.0873, grad_norm: 1.6579 2021-01-20 15:47:59,606 - mmaction - INFO - Epoch [48][500/2147] lr: 1.838e-01, eta: 8 days, 15:55:08, time: 1.436, data_time: 0.002, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5853, loss_cls: 3.0924, loss: 3.0924, grad_norm: 1.6836 2021-01-20 15:48:33,157 - mmaction - INFO - Epoch [48][520/2147] lr: 1.838e-01, eta: 8 days, 15:54:35, time: 1.675, data_time: 0.001, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5616, loss_cls: 3.2078, loss: 3.2078, grad_norm: 1.6985 2021-01-20 15:49:02,360 - mmaction - INFO - Epoch [48][540/2147] lr: 1.838e-01, eta: 8 days, 15:53:43, time: 1.460, data_time: 0.006, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5777, loss_cls: 3.0866, loss: 3.0866, grad_norm: 1.6784 2021-01-20 15:49:32,626 - mmaction - INFO - Epoch [48][560/2147] lr: 1.838e-01, eta: 8 days, 15:52:56, time: 1.515, data_time: 0.006, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5571, loss_cls: 3.2004, loss: 3.2004, grad_norm: 1.6825 2021-01-20 15:50:03,815 - mmaction - INFO - Epoch [48][580/2147] lr: 1.838e-01, eta: 8 days, 15:52:12, time: 1.552, data_time: 0.002, memory: 16628, top1_acc: 0.2991, top5_acc: 0.5621, loss_cls: 3.1758, loss: 3.1758, grad_norm: 1.6688 2021-01-20 15:50:33,006 - mmaction - INFO - Epoch [48][600/2147] lr: 1.838e-01, eta: 8 days, 15:51:20, time: 1.463, data_time: 0.009, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5674, loss_cls: 3.1368, loss: 3.1368, grad_norm: 1.6777 2021-01-20 15:51:02,120 - mmaction - INFO - Epoch [48][620/2147] lr: 1.838e-01, eta: 8 days, 15:50:28, time: 1.459, data_time: 0.010, memory: 16628, top1_acc: 0.3250, top5_acc: 0.5888, loss_cls: 3.1085, loss: 3.1085, grad_norm: 1.6784 2021-01-20 15:51:33,025 - mmaction - INFO - Epoch [48][640/2147] lr: 1.838e-01, eta: 8 days, 15:49:44, time: 1.545, data_time: 0.002, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5643, loss_cls: 3.1321, loss: 3.1321, grad_norm: 1.6851 2021-01-20 15:52:06,272 - mmaction - INFO - Epoch [48][660/2147] lr: 1.838e-01, eta: 8 days, 15:49:10, time: 1.663, data_time: 0.020, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5442, loss_cls: 3.2267, loss: 3.2267, grad_norm: 1.6753 2021-01-20 15:52:37,911 - mmaction - INFO - Epoch [48][680/2147] lr: 1.838e-01, eta: 8 days, 15:48:29, time: 1.579, data_time: 0.007, memory: 16628, top1_acc: 0.2955, top5_acc: 0.5446, loss_cls: 3.2597, loss: 3.2597, grad_norm: 1.6419 2021-01-20 15:53:09,101 - mmaction - INFO - Epoch [48][700/2147] lr: 1.838e-01, eta: 8 days, 15:47:46, time: 1.562, data_time: 0.006, memory: 16628, top1_acc: 0.2902, top5_acc: 0.5643, loss_cls: 3.1488, loss: 3.1488, grad_norm: 1.6841 2021-01-20 15:53:42,066 - mmaction - INFO - Epoch [48][720/2147] lr: 1.838e-01, eta: 8 days, 15:47:10, time: 1.644, data_time: 0.003, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5692, loss_cls: 3.1643, loss: 3.1643, grad_norm: 1.6614 2021-01-20 15:54:11,098 - mmaction - INFO - Epoch [48][740/2147] lr: 1.838e-01, eta: 8 days, 15:46:18, time: 1.456, data_time: 0.006, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5786, loss_cls: 3.0981, loss: 3.0981, grad_norm: 1.6537 2021-01-20 15:54:39,917 - mmaction - INFO - Epoch [48][760/2147] lr: 1.838e-01, eta: 8 days, 15:45:24, time: 1.440, data_time: 0.001, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5469, loss_cls: 3.2255, loss: 3.2255, grad_norm: 1.6548 2021-01-20 15:55:09,322 - mmaction - INFO - Epoch [48][780/2147] lr: 1.838e-01, eta: 8 days, 15:44:33, time: 1.471, data_time: 0.005, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5638, loss_cls: 3.1594, loss: 3.1594, grad_norm: 1.6498 2021-01-20 15:55:40,019 - mmaction - INFO - Epoch [48][800/2147] lr: 1.838e-01, eta: 8 days, 15:43:48, time: 1.532, data_time: 0.002, memory: 16628, top1_acc: 0.3004, top5_acc: 0.5643, loss_cls: 3.2050, loss: 3.2050, grad_norm: 1.6836 2021-01-20 15:56:11,179 - mmaction - INFO - Epoch [48][820/2147] lr: 1.838e-01, eta: 8 days, 15:43:05, time: 1.559, data_time: 0.004, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5728, loss_cls: 3.1771, loss: 3.1771, grad_norm: 1.7070 2021-01-20 15:56:57,596 - mmaction - INFO - Epoch [48][840/2147] lr: 1.838e-01, eta: 8 days, 15:43:28, time: 2.317, data_time: 0.004, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5763, loss_cls: 3.1532, loss: 3.1532, grad_norm: 1.6931 2021-01-20 15:57:29,885 - mmaction - INFO - Epoch [48][860/2147] lr: 1.838e-01, eta: 8 days, 15:42:50, time: 1.617, data_time: 0.016, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5795, loss_cls: 3.1397, loss: 3.1397, grad_norm: 1.6490 2021-01-20 15:57:59,597 - mmaction - INFO - Epoch [48][880/2147] lr: 1.838e-01, eta: 8 days, 15:42:01, time: 1.483, data_time: 0.007, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5786, loss_cls: 3.0716, loss: 3.0716, grad_norm: 1.6645 2021-01-20 15:58:28,388 - mmaction - INFO - Epoch [48][900/2147] lr: 1.838e-01, eta: 8 days, 15:41:07, time: 1.445, data_time: 0.007, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5701, loss_cls: 3.1494, loss: 3.1494, grad_norm: 1.7105 2021-01-20 15:59:00,825 - mmaction - INFO - Epoch [48][920/2147] lr: 1.838e-01, eta: 8 days, 15:40:30, time: 1.620, data_time: 0.001, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5701, loss_cls: 3.1704, loss: 3.1704, grad_norm: 1.6629 2021-01-20 15:59:30,692 - mmaction - INFO - Epoch [48][940/2147] lr: 1.838e-01, eta: 8 days, 15:39:41, time: 1.494, data_time: 0.008, memory: 16628, top1_acc: 0.3000, top5_acc: 0.5679, loss_cls: 3.1790, loss: 3.1790, grad_norm: 1.6458 2021-01-20 16:00:02,238 - mmaction - INFO - Epoch [48][960/2147] lr: 1.838e-01, eta: 8 days, 15:38:59, time: 1.576, data_time: 0.004, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5679, loss_cls: 3.1822, loss: 3.1822, grad_norm: 1.6579 2021-01-20 16:00:32,962 - mmaction - INFO - Epoch [48][980/2147] lr: 1.838e-01, eta: 8 days, 15:38:14, time: 1.535, data_time: 0.005, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5750, loss_cls: 3.1564, loss: 3.1564, grad_norm: 1.6858 2021-01-20 16:01:04,034 - mmaction - INFO - Epoch [48][1000/2147] lr: 1.838e-01, eta: 8 days, 15:37:31, time: 1.553, data_time: 0.005, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5665, loss_cls: 3.1303, loss: 3.1303, grad_norm: 1.6643 2021-01-20 16:01:34,942 - mmaction - INFO - Epoch [48][1020/2147] lr: 1.838e-01, eta: 8 days, 15:36:46, time: 1.546, data_time: 0.007, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5612, loss_cls: 3.1695, loss: 3.1695, grad_norm: 1.6423 2021-01-20 16:02:08,011 - mmaction - INFO - Epoch [48][1040/2147] lr: 1.838e-01, eta: 8 days, 15:36:12, time: 1.656, data_time: 0.004, memory: 16628, top1_acc: 0.2982, top5_acc: 0.5589, loss_cls: 3.2211, loss: 3.2211, grad_norm: 1.6670 2021-01-20 16:02:39,015 - mmaction - INFO - Epoch [48][1060/2147] lr: 1.838e-01, eta: 8 days, 15:35:28, time: 1.550, data_time: 0.004, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5621, loss_cls: 3.1702, loss: 3.1702, grad_norm: 1.6730 2021-01-20 16:03:10,703 - mmaction - INFO - Epoch [48][1080/2147] lr: 1.838e-01, eta: 8 days, 15:34:47, time: 1.579, data_time: 0.004, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5728, loss_cls: 3.1052, loss: 3.1052, grad_norm: 1.6403 2021-01-20 16:03:40,896 - mmaction - INFO - Epoch [48][1100/2147] lr: 1.838e-01, eta: 8 days, 15:33:59, time: 1.513, data_time: 0.010, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5522, loss_cls: 3.2498, loss: 3.2498, grad_norm: 1.6842 2021-01-20 16:04:12,273 - mmaction - INFO - Epoch [48][1120/2147] lr: 1.838e-01, eta: 8 days, 15:33:17, time: 1.566, data_time: 0.004, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5571, loss_cls: 3.1725, loss: 3.1725, grad_norm: 1.6495 2021-01-20 16:04:45,787 - mmaction - INFO - Epoch [48][1140/2147] lr: 1.838e-01, eta: 8 days, 15:32:44, time: 1.680, data_time: 0.008, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5531, loss_cls: 3.1539, loss: 3.1539, grad_norm: 1.6619 2021-01-20 16:05:17,474 - mmaction - INFO - Epoch [48][1160/2147] lr: 1.838e-01, eta: 8 days, 15:32:04, time: 1.585, data_time: 0.004, memory: 16628, top1_acc: 0.2955, top5_acc: 0.5607, loss_cls: 3.2034, loss: 3.2034, grad_norm: 1.7208 2021-01-20 16:05:47,519 - mmaction - INFO - Epoch [48][1180/2147] lr: 1.838e-01, eta: 8 days, 15:31:16, time: 1.502, data_time: 0.003, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5647, loss_cls: 3.1675, loss: 3.1675, grad_norm: 1.6875 2021-01-20 16:06:18,398 - mmaction - INFO - Epoch [48][1200/2147] lr: 1.838e-01, eta: 8 days, 15:30:31, time: 1.543, data_time: 0.006, memory: 16628, top1_acc: 0.3085, top5_acc: 0.5665, loss_cls: 3.1512, loss: 3.1512, grad_norm: 1.6426 2021-01-20 16:06:52,850 - mmaction - INFO - Epoch [48][1220/2147] lr: 1.838e-01, eta: 8 days, 15:30:03, time: 1.723, data_time: 0.004, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5674, loss_cls: 3.1803, loss: 3.1803, grad_norm: 1.6468 2021-01-20 16:07:23,058 - mmaction - INFO - Epoch [48][1240/2147] lr: 1.838e-01, eta: 8 days, 15:29:15, time: 1.506, data_time: 0.003, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5629, loss_cls: 3.1448, loss: 3.1448, grad_norm: 1.6734 2021-01-20 16:07:54,992 - mmaction - INFO - Epoch [48][1260/2147] lr: 1.838e-01, eta: 8 days, 15:28:35, time: 1.601, data_time: 0.008, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5719, loss_cls: 3.1586, loss: 3.1586, grad_norm: 1.6235 2021-01-20 16:08:26,366 - mmaction - INFO - Epoch [48][1280/2147] lr: 1.838e-01, eta: 8 days, 15:27:53, time: 1.568, data_time: 0.003, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5643, loss_cls: 3.1711, loss: 3.1711, grad_norm: 1.6984 2021-01-20 16:08:56,349 - mmaction - INFO - Epoch [48][1300/2147] lr: 1.838e-01, eta: 8 days, 15:27:05, time: 1.497, data_time: 0.010, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5714, loss_cls: 3.1676, loss: 3.1676, grad_norm: 1.6382 2021-01-20 16:09:25,404 - mmaction - INFO - Epoch [48][1320/2147] lr: 1.838e-01, eta: 8 days, 15:26:13, time: 1.455, data_time: 0.006, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5696, loss_cls: 3.1571, loss: 3.1571, grad_norm: 1.6191 2021-01-20 16:10:02,042 - mmaction - INFO - Epoch [48][1340/2147] lr: 1.838e-01, eta: 8 days, 15:25:45, time: 1.730, data_time: 0.007, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5701, loss_cls: 3.1806, loss: 3.1806, grad_norm: 1.6521 2021-01-20 16:10:41,688 - mmaction - INFO - Epoch [48][1360/2147] lr: 1.838e-01, eta: 8 days, 15:25:48, time: 2.084, data_time: 0.106, memory: 16628, top1_acc: 0.2960, top5_acc: 0.5491, loss_cls: 3.2461, loss: 3.2461, grad_norm: 1.6835 2021-01-20 16:11:12,801 - mmaction - INFO - Epoch [48][1380/2147] lr: 1.838e-01, eta: 8 days, 15:25:04, time: 1.554, data_time: 0.004, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5643, loss_cls: 3.1465, loss: 3.1465, grad_norm: 1.6820 2021-01-20 16:12:01,328 - mmaction - INFO - Epoch [48][1400/2147] lr: 1.838e-01, eta: 8 days, 15:25:36, time: 2.419, data_time: 0.006, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5719, loss_cls: 3.1490, loss: 3.1490, grad_norm: 1.6915 2021-01-20 16:12:32,012 - mmaction - INFO - Epoch [48][1420/2147] lr: 1.838e-01, eta: 8 days, 15:24:51, time: 1.539, data_time: 0.016, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5768, loss_cls: 3.1708, loss: 3.1708, grad_norm: 1.6564 2021-01-20 16:13:00,899 - mmaction - INFO - Epoch [48][1440/2147] lr: 1.838e-01, eta: 8 days, 15:23:59, time: 1.448, data_time: 0.007, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5710, loss_cls: 3.1419, loss: 3.1419, grad_norm: 1.6832 2021-01-20 16:13:30,720 - mmaction - INFO - Epoch [48][1460/2147] lr: 1.838e-01, eta: 8 days, 15:23:10, time: 1.491, data_time: 0.003, memory: 16628, top1_acc: 0.3013, top5_acc: 0.5487, loss_cls: 3.1745, loss: 3.1745, grad_norm: 1.7344 2021-01-20 16:14:02,123 - mmaction - INFO - Epoch [48][1480/2147] lr: 1.838e-01, eta: 8 days, 15:22:28, time: 1.569, data_time: 0.003, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5665, loss_cls: 3.1824, loss: 3.1824, grad_norm: 1.6802 2021-01-20 16:14:33,724 - mmaction - INFO - Epoch [48][1500/2147] lr: 1.838e-01, eta: 8 days, 15:21:47, time: 1.581, data_time: 0.011, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5710, loss_cls: 3.0756, loss: 3.0756, grad_norm: 1.6334 2021-01-20 16:15:04,372 - mmaction - INFO - Epoch [48][1520/2147] lr: 1.838e-01, eta: 8 days, 15:21:01, time: 1.533, data_time: 0.007, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5554, loss_cls: 3.1822, loss: 3.1822, grad_norm: 1.6970 2021-01-20 16:15:33,398 - mmaction - INFO - Epoch [48][1540/2147] lr: 1.838e-01, eta: 8 days, 15:20:09, time: 1.450, data_time: 0.003, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5946, loss_cls: 3.0616, loss: 3.0616, grad_norm: 1.6973 2021-01-20 16:16:04,375 - mmaction - INFO - Epoch [48][1560/2147] lr: 1.838e-01, eta: 8 days, 15:19:25, time: 1.551, data_time: 0.005, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5598, loss_cls: 3.1959, loss: 3.1959, grad_norm: 1.6839 2021-01-20 16:16:34,962 - mmaction - INFO - Epoch [48][1580/2147] lr: 1.838e-01, eta: 8 days, 15:18:38, time: 1.516, data_time: 0.003, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5728, loss_cls: 3.1298, loss: 3.1298, grad_norm: 1.6298 2021-01-20 16:17:18,128 - mmaction - INFO - Epoch [48][1600/2147] lr: 1.838e-01, eta: 8 days, 15:18:49, time: 2.168, data_time: 0.024, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5652, loss_cls: 3.1478, loss: 3.1478, grad_norm: 1.6045 2021-01-20 16:17:49,134 - mmaction - INFO - Epoch [48][1620/2147] lr: 1.838e-01, eta: 8 days, 15:18:05, time: 1.553, data_time: 0.005, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5723, loss_cls: 3.1640, loss: 3.1640, grad_norm: 1.6645 2021-01-20 16:18:20,566 - mmaction - INFO - Epoch [48][1640/2147] lr: 1.838e-01, eta: 8 days, 15:17:23, time: 1.571, data_time: 0.003, memory: 16628, top1_acc: 0.3250, top5_acc: 0.5795, loss_cls: 3.1308, loss: 3.1308, grad_norm: 1.6514 2021-01-20 16:18:50,375 - mmaction - INFO - Epoch [48][1660/2147] lr: 1.838e-01, eta: 8 days, 15:16:34, time: 1.488, data_time: 0.009, memory: 16628, top1_acc: 0.3013, top5_acc: 0.5500, loss_cls: 3.2660, loss: 3.2660, grad_norm: 1.6651 2021-01-20 16:19:20,869 - mmaction - INFO - Epoch [48][1680/2147] lr: 1.838e-01, eta: 8 days, 15:15:48, time: 1.529, data_time: 0.006, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5786, loss_cls: 3.1808, loss: 3.1808, grad_norm: 1.6526 2021-01-20 16:19:51,377 - mmaction - INFO - Epoch [48][1700/2147] lr: 1.838e-01, eta: 8 days, 15:15:02, time: 1.525, data_time: 0.001, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5545, loss_cls: 3.2529, loss: 3.2529, grad_norm: 1.6553 2021-01-20 16:20:21,519 - mmaction - INFO - Epoch [48][1720/2147] lr: 1.838e-01, eta: 8 days, 15:14:15, time: 1.506, data_time: 0.003, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5786, loss_cls: 3.0916, loss: 3.0916, grad_norm: 1.6797 2021-01-20 16:20:52,325 - mmaction - INFO - Epoch [48][1740/2147] lr: 1.838e-01, eta: 8 days, 15:13:30, time: 1.537, data_time: 0.008, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5701, loss_cls: 3.1340, loss: 3.1340, grad_norm: 1.7062 2021-01-20 16:21:21,162 - mmaction - INFO - Epoch [48][1760/2147] lr: 1.838e-01, eta: 8 days, 15:12:37, time: 1.443, data_time: 0.007, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5661, loss_cls: 3.1535, loss: 3.1535, grad_norm: 1.7040 2021-01-20 16:21:52,966 - mmaction - INFO - Epoch [48][1780/2147] lr: 1.838e-01, eta: 8 days, 15:11:57, time: 1.594, data_time: 0.008, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5496, loss_cls: 3.1994, loss: 3.1994, grad_norm: 1.6849 2021-01-20 16:22:24,767 - mmaction - INFO - Epoch [48][1800/2147] lr: 1.838e-01, eta: 8 days, 15:11:17, time: 1.590, data_time: 0.002, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5714, loss_cls: 3.1655, loss: 3.1655, grad_norm: 1.6810 2021-01-20 16:22:57,666 - mmaction - INFO - Epoch [48][1820/2147] lr: 1.838e-01, eta: 8 days, 15:10:41, time: 1.645, data_time: 0.003, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5643, loss_cls: 3.1277, loss: 3.1277, grad_norm: 1.6737 2021-01-20 16:23:26,575 - mmaction - INFO - Epoch [48][1840/2147] lr: 1.838e-01, eta: 8 days, 15:09:48, time: 1.445, data_time: 0.004, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5625, loss_cls: 3.1964, loss: 3.1964, grad_norm: 1.6940 2021-01-20 16:23:57,312 - mmaction - INFO - Epoch [48][1860/2147] lr: 1.838e-01, eta: 8 days, 15:09:03, time: 1.535, data_time: 0.002, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5621, loss_cls: 3.1834, loss: 3.1834, grad_norm: 1.7081 2021-01-20 16:24:26,161 - mmaction - INFO - Epoch [48][1880/2147] lr: 1.838e-01, eta: 8 days, 15:08:10, time: 1.444, data_time: 0.003, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5634, loss_cls: 3.2133, loss: 3.2133, grad_norm: 1.6470 2021-01-20 16:24:59,126 - mmaction - INFO - Epoch [48][1900/2147] lr: 1.838e-01, eta: 8 days, 15:07:35, time: 1.649, data_time: 0.007, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5625, loss_cls: 3.1558, loss: 3.1558, grad_norm: 1.6402 2021-01-20 16:25:30,120 - mmaction - INFO - Epoch [48][1920/2147] lr: 1.838e-01, eta: 8 days, 15:06:51, time: 1.547, data_time: 0.002, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5652, loss_cls: 3.2065, loss: 3.2065, grad_norm: 1.6865 2021-01-20 16:26:00,468 - mmaction - INFO - Epoch [48][1940/2147] lr: 1.838e-01, eta: 8 days, 15:06:05, time: 1.518, data_time: 0.004, memory: 16628, top1_acc: 0.3281, top5_acc: 0.5879, loss_cls: 3.0812, loss: 3.0812, grad_norm: 1.6898 2021-01-20 16:26:30,411 - mmaction - INFO - Epoch [48][1960/2147] lr: 1.838e-01, eta: 8 days, 15:05:16, time: 1.490, data_time: 0.004, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5710, loss_cls: 3.1508, loss: 3.1508, grad_norm: 1.6347 2021-01-20 16:27:03,297 - mmaction - INFO - Epoch [48][1980/2147] lr: 1.838e-01, eta: 8 days, 15:04:41, time: 1.649, data_time: 0.017, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5763, loss_cls: 3.1056, loss: 3.1056, grad_norm: 1.6241 2021-01-20 16:27:32,076 - mmaction - INFO - Epoch [48][2000/2147] lr: 1.838e-01, eta: 8 days, 15:03:48, time: 1.441, data_time: 0.009, memory: 16628, top1_acc: 0.3281, top5_acc: 0.5871, loss_cls: 3.0651, loss: 3.0651, grad_norm: 1.6620 2021-01-20 16:28:05,059 - mmaction - INFO - Epoch [48][2020/2147] lr: 1.838e-01, eta: 8 days, 15:03:12, time: 1.646, data_time: 0.004, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5799, loss_cls: 3.1728, loss: 3.1728, grad_norm: 1.6731 2021-01-20 16:28:34,904 - mmaction - INFO - Epoch [48][2040/2147] lr: 1.838e-01, eta: 8 days, 15:02:24, time: 1.495, data_time: 0.006, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5705, loss_cls: 3.1678, loss: 3.1678, grad_norm: 1.6943 2021-01-20 16:29:07,333 - mmaction - INFO - Epoch [48][2060/2147] lr: 1.838e-01, eta: 8 days, 15:01:47, time: 1.624, data_time: 0.014, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5746, loss_cls: 3.1257, loss: 3.1257, grad_norm: 1.6874 2021-01-20 16:29:39,029 - mmaction - INFO - Epoch [48][2080/2147] lr: 1.838e-01, eta: 8 days, 15:01:06, time: 1.579, data_time: 0.001, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5759, loss_cls: 3.1658, loss: 3.1658, grad_norm: 1.6507 2021-01-20 16:30:09,551 - mmaction - INFO - Epoch [48][2100/2147] lr: 1.838e-01, eta: 8 days, 15:00:20, time: 1.530, data_time: 0.010, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5701, loss_cls: 3.1735, loss: 3.1735, grad_norm: 1.6786 2021-01-20 16:30:38,640 - mmaction - INFO - Epoch [48][2120/2147] lr: 1.838e-01, eta: 8 days, 14:59:28, time: 1.456, data_time: 0.006, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5790, loss_cls: 3.1673, loss: 3.1673, grad_norm: 1.6634 2021-01-20 16:31:11,428 - mmaction - INFO - Epoch [48][2140/2147] lr: 1.838e-01, eta: 8 days, 14:58:52, time: 1.637, data_time: 0.003, memory: 16628, top1_acc: 0.3062, top5_acc: 0.5621, loss_cls: 3.1475, loss: 3.1475, grad_norm: 1.6693 2021-01-20 16:31:42,173 - mmaction - INFO - Saving checkpoint at 48 epochs 2021-01-20 16:36:12,314 - mmaction - INFO - Epoch [49][20/2147] lr: 1.831e-01, eta: 8 days, 15:13:54, time: 13.175, data_time: 11.666, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5643, loss_cls: 3.1309, loss: 3.1309, grad_norm: 1.6937 2021-01-20 16:36:42,721 - mmaction - INFO - Epoch [49][40/2147] lr: 1.831e-01, eta: 8 days, 15:13:08, time: 1.525, data_time: 0.010, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5741, loss_cls: 3.1549, loss: 3.1549, grad_norm: 1.6970 2021-01-20 16:37:14,144 - mmaction - INFO - Epoch [49][60/2147] lr: 1.831e-01, eta: 8 days, 15:12:25, time: 1.571, data_time: 0.004, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5781, loss_cls: 3.1339, loss: 3.1339, grad_norm: 1.6290 2021-01-20 16:37:43,152 - mmaction - INFO - Epoch [49][80/2147] lr: 1.831e-01, eta: 8 days, 15:11:33, time: 1.446, data_time: 0.004, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5705, loss_cls: 3.1555, loss: 3.1555, grad_norm: 1.6507 2021-01-20 16:38:14,118 - mmaction - INFO - Epoch [49][100/2147] lr: 1.831e-01, eta: 8 days, 15:10:49, time: 1.551, data_time: 0.010, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5768, loss_cls: 3.1488, loss: 3.1488, grad_norm: 1.6660 2021-01-20 16:38:43,321 - mmaction - INFO - Epoch [49][120/2147] lr: 1.831e-01, eta: 8 days, 15:09:57, time: 1.461, data_time: 0.004, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5679, loss_cls: 3.1313, loss: 3.1313, grad_norm: 1.6659 2021-01-20 16:39:14,513 - mmaction - INFO - Epoch [49][140/2147] lr: 1.831e-01, eta: 8 days, 15:09:14, time: 1.559, data_time: 0.006, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5554, loss_cls: 3.1707, loss: 3.1707, grad_norm: 1.6276 2021-01-20 16:39:49,654 - mmaction - INFO - Epoch [49][160/2147] lr: 1.831e-01, eta: 8 days, 15:08:48, time: 1.758, data_time: 0.006, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5554, loss_cls: 3.2195, loss: 3.2195, grad_norm: 1.6462 2021-01-20 16:40:21,579 - mmaction - INFO - Epoch [49][180/2147] lr: 1.831e-01, eta: 8 days, 15:08:08, time: 1.592, data_time: 0.008, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5683, loss_cls: 3.1843, loss: 3.1843, grad_norm: 1.6757 2021-01-20 16:40:50,772 - mmaction - INFO - Epoch [49][200/2147] lr: 1.831e-01, eta: 8 days, 15:07:17, time: 1.463, data_time: 0.013, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5625, loss_cls: 3.1629, loss: 3.1629, grad_norm: 1.7017 2021-01-20 16:41:20,111 - mmaction - INFO - Epoch [49][220/2147] lr: 1.831e-01, eta: 8 days, 15:06:26, time: 1.466, data_time: 0.005, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5705, loss_cls: 3.1000, loss: 3.1000, grad_norm: 1.6540 2021-01-20 16:41:51,349 - mmaction - INFO - Epoch [49][240/2147] lr: 1.831e-01, eta: 8 days, 15:05:43, time: 1.562, data_time: 0.010, memory: 16628, top1_acc: 0.3397, top5_acc: 0.5687, loss_cls: 3.1045, loss: 3.1045, grad_norm: 1.6731 2021-01-20 16:42:21,549 - mmaction - INFO - Epoch [49][260/2147] lr: 1.831e-01, eta: 8 days, 15:04:55, time: 1.506, data_time: 0.006, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5835, loss_cls: 3.1220, loss: 3.1220, grad_norm: 1.6351 2021-01-20 16:42:50,552 - mmaction - INFO - Epoch [49][280/2147] lr: 1.831e-01, eta: 8 days, 15:04:03, time: 1.456, data_time: 0.015, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5808, loss_cls: 3.0990, loss: 3.0990, grad_norm: 1.6767 2021-01-20 16:43:21,195 - mmaction - INFO - Epoch [49][300/2147] lr: 1.831e-01, eta: 8 days, 15:03:18, time: 1.532, data_time: 0.006, memory: 16628, top1_acc: 0.2982, top5_acc: 0.5634, loss_cls: 3.2235, loss: 3.2235, grad_norm: 1.7015 2021-01-20 16:43:50,814 - mmaction - INFO - Epoch [49][320/2147] lr: 1.831e-01, eta: 8 days, 15:02:28, time: 1.480, data_time: 0.009, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5665, loss_cls: 3.1562, loss: 3.1562, grad_norm: 1.6851 2021-01-20 16:44:21,006 - mmaction - INFO - Epoch [49][340/2147] lr: 1.831e-01, eta: 8 days, 15:01:41, time: 1.509, data_time: 0.004, memory: 16628, top1_acc: 0.2951, top5_acc: 0.5607, loss_cls: 3.1891, loss: 3.1891, grad_norm: 1.6769 2021-01-20 16:44:52,399 - mmaction - INFO - Epoch [49][360/2147] lr: 1.831e-01, eta: 8 days, 15:00:59, time: 1.567, data_time: 0.004, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5589, loss_cls: 3.2104, loss: 3.2104, grad_norm: 1.6790 2021-01-20 16:45:22,923 - mmaction - INFO - Epoch [49][380/2147] lr: 1.831e-01, eta: 8 days, 15:00:13, time: 1.529, data_time: 0.005, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5656, loss_cls: 3.1699, loss: 3.1699, grad_norm: 1.6879 2021-01-20 16:45:52,573 - mmaction - INFO - Epoch [49][400/2147] lr: 1.831e-01, eta: 8 days, 14:59:23, time: 1.470, data_time: 0.008, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5603, loss_cls: 3.1952, loss: 3.1952, grad_norm: 1.6594 2021-01-20 16:46:21,911 - mmaction - INFO - Epoch [49][420/2147] lr: 1.831e-01, eta: 8 days, 14:58:33, time: 1.477, data_time: 0.021, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5625, loss_cls: 3.1627, loss: 3.1627, grad_norm: 1.6595 2021-01-20 16:46:51,344 - mmaction - INFO - Epoch [49][440/2147] lr: 1.831e-01, eta: 8 days, 14:57:42, time: 1.468, data_time: 0.008, memory: 16628, top1_acc: 0.3085, top5_acc: 0.5527, loss_cls: 3.2169, loss: 3.2169, grad_norm: 1.6612 2021-01-20 16:47:21,437 - mmaction - INFO - Epoch [49][460/2147] lr: 1.831e-01, eta: 8 days, 14:56:54, time: 1.506, data_time: 0.009, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5571, loss_cls: 3.1667, loss: 3.1667, grad_norm: 1.6713 2021-01-20 16:47:52,514 - mmaction - INFO - Epoch [49][480/2147] lr: 1.831e-01, eta: 8 days, 14:56:11, time: 1.556, data_time: 0.009, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5679, loss_cls: 3.1626, loss: 3.1626, grad_norm: 1.6670 2021-01-20 16:48:21,656 - mmaction - INFO - Epoch [49][500/2147] lr: 1.831e-01, eta: 8 days, 14:55:19, time: 1.457, data_time: 0.004, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5464, loss_cls: 3.2138, loss: 3.2138, grad_norm: 1.6622 2021-01-20 16:48:51,872 - mmaction - INFO - Epoch [49][520/2147] lr: 1.831e-01, eta: 8 days, 14:54:32, time: 1.510, data_time: 0.009, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5884, loss_cls: 3.0581, loss: 3.0581, grad_norm: 1.6363 2021-01-20 16:49:20,574 - mmaction - INFO - Epoch [49][540/2147] lr: 1.831e-01, eta: 8 days, 14:53:39, time: 1.437, data_time: 0.006, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5728, loss_cls: 3.1529, loss: 3.1529, grad_norm: 1.7298 2021-01-20 16:49:52,040 - mmaction - INFO - Epoch [49][560/2147] lr: 1.831e-01, eta: 8 days, 14:52:57, time: 1.572, data_time: 0.006, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5656, loss_cls: 3.1485, loss: 3.1485, grad_norm: 1.6960 2021-01-20 16:50:21,158 - mmaction - INFO - Epoch [49][580/2147] lr: 1.831e-01, eta: 8 days, 14:52:05, time: 1.457, data_time: 0.005, memory: 16628, top1_acc: 0.3018, top5_acc: 0.5634, loss_cls: 3.1987, loss: 3.1987, grad_norm: 1.6661 2021-01-20 16:50:52,676 - mmaction - INFO - Epoch [49][600/2147] lr: 1.831e-01, eta: 8 days, 14:51:23, time: 1.572, data_time: 0.004, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5621, loss_cls: 3.1793, loss: 3.1793, grad_norm: 1.6746 2021-01-20 16:51:21,749 - mmaction - INFO - Epoch [49][620/2147] lr: 1.831e-01, eta: 8 days, 14:50:32, time: 1.456, data_time: 0.008, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5853, loss_cls: 3.0458, loss: 3.0458, grad_norm: 1.6316 2021-01-20 16:51:58,640 - mmaction - INFO - Epoch [49][640/2147] lr: 1.831e-01, eta: 8 days, 14:50:13, time: 1.846, data_time: 0.076, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5737, loss_cls: 3.1294, loss: 3.1294, grad_norm: 1.6717 2021-01-20 16:52:28,587 - mmaction - INFO - Epoch [49][660/2147] lr: 1.831e-01, eta: 8 days, 14:49:25, time: 1.496, data_time: 0.004, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5768, loss_cls: 3.0993, loss: 3.0993, grad_norm: 1.6745 2021-01-20 16:52:58,628 - mmaction - INFO - Epoch [49][680/2147] lr: 1.831e-01, eta: 8 days, 14:48:37, time: 1.503, data_time: 0.004, memory: 16628, top1_acc: 0.3397, top5_acc: 0.5933, loss_cls: 3.0492, loss: 3.0492, grad_norm: 1.6741 2021-01-20 16:53:27,525 - mmaction - INFO - Epoch [49][700/2147] lr: 1.831e-01, eta: 8 days, 14:47:45, time: 1.446, data_time: 0.009, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5772, loss_cls: 3.1055, loss: 3.1055, grad_norm: 1.7283 2021-01-20 16:53:57,483 - mmaction - INFO - Epoch [49][720/2147] lr: 1.831e-01, eta: 8 days, 14:46:56, time: 1.497, data_time: 0.007, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5701, loss_cls: 3.1621, loss: 3.1621, grad_norm: 1.7320 2021-01-20 16:54:26,463 - mmaction - INFO - Epoch [49][740/2147] lr: 1.831e-01, eta: 8 days, 14:46:04, time: 1.447, data_time: 0.004, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5754, loss_cls: 3.1067, loss: 3.1067, grad_norm: 1.7256 2021-01-20 16:54:56,340 - mmaction - INFO - Epoch [49][760/2147] lr: 1.831e-01, eta: 8 days, 14:45:15, time: 1.495, data_time: 0.009, memory: 16628, top1_acc: 0.3013, top5_acc: 0.5487, loss_cls: 3.2300, loss: 3.2300, grad_norm: 1.7156 2021-01-20 16:55:28,973 - mmaction - INFO - Epoch [49][780/2147] lr: 1.831e-01, eta: 8 days, 14:44:39, time: 1.634, data_time: 0.005, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5804, loss_cls: 3.1128, loss: 3.1128, grad_norm: 1.6594 2021-01-20 16:55:58,428 - mmaction - INFO - Epoch [49][800/2147] lr: 1.831e-01, eta: 8 days, 14:43:49, time: 1.470, data_time: 0.003, memory: 16628, top1_acc: 0.3085, top5_acc: 0.5455, loss_cls: 3.2483, loss: 3.2483, grad_norm: 1.6741 2021-01-20 16:56:29,672 - mmaction - INFO - Epoch [49][820/2147] lr: 1.831e-01, eta: 8 days, 14:43:06, time: 1.563, data_time: 0.006, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5594, loss_cls: 3.2112, loss: 3.2112, grad_norm: 1.6119 2021-01-20 16:57:01,950 - mmaction - INFO - Epoch [49][840/2147] lr: 1.831e-01, eta: 8 days, 14:42:27, time: 1.610, data_time: 0.004, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5732, loss_cls: 3.1298, loss: 3.1298, grad_norm: 1.6580 2021-01-20 16:57:31,991 - mmaction - INFO - Epoch [49][860/2147] lr: 1.831e-01, eta: 8 days, 14:41:40, time: 1.508, data_time: 0.008, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5879, loss_cls: 3.1068, loss: 3.1068, grad_norm: 1.7126 2021-01-20 16:58:01,932 - mmaction - INFO - Epoch [49][880/2147] lr: 1.831e-01, eta: 8 days, 14:40:52, time: 1.491, data_time: 0.003, memory: 16628, top1_acc: 0.3281, top5_acc: 0.5580, loss_cls: 3.1690, loss: 3.1690, grad_norm: 1.6300 2021-01-20 16:58:30,896 - mmaction - INFO - Epoch [49][900/2147] lr: 1.831e-01, eta: 8 days, 14:39:59, time: 1.449, data_time: 0.010, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5504, loss_cls: 3.2410, loss: 3.2410, grad_norm: 1.6657 2021-01-20 16:59:02,022 - mmaction - INFO - Epoch [49][920/2147] lr: 1.831e-01, eta: 8 days, 14:39:16, time: 1.556, data_time: 0.006, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5728, loss_cls: 3.1477, loss: 3.1477, grad_norm: 1.6830 2021-01-20 16:59:35,377 - mmaction - INFO - Epoch [49][940/2147] lr: 1.831e-01, eta: 8 days, 14:38:43, time: 1.668, data_time: 0.010, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5656, loss_cls: 3.1696, loss: 3.1696, grad_norm: 1.6724 2021-01-20 17:00:05,093 - mmaction - INFO - Epoch [49][960/2147] lr: 1.831e-01, eta: 8 days, 14:37:54, time: 1.491, data_time: 0.008, memory: 16628, top1_acc: 0.2955, top5_acc: 0.5522, loss_cls: 3.2597, loss: 3.2597, grad_norm: 1.6624 2021-01-20 17:00:38,848 - mmaction - INFO - Epoch [49][980/2147] lr: 1.831e-01, eta: 8 days, 14:37:21, time: 1.677, data_time: 0.002, memory: 16628, top1_acc: 0.3085, top5_acc: 0.5737, loss_cls: 3.1597, loss: 3.1597, grad_norm: 1.6589 2021-01-20 17:01:10,400 - mmaction - INFO - Epoch [49][1000/2147] lr: 1.831e-01, eta: 8 days, 14:36:40, time: 1.580, data_time: 0.018, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5754, loss_cls: 3.1579, loss: 3.1579, grad_norm: 1.6757 2021-01-20 17:01:49,576 - mmaction - INFO - Epoch [49][1020/2147] lr: 1.831e-01, eta: 8 days, 14:36:32, time: 1.961, data_time: 0.014, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5679, loss_cls: 3.1496, loss: 3.1496, grad_norm: 1.6902 2021-01-20 17:02:18,751 - mmaction - INFO - Epoch [49][1040/2147] lr: 1.831e-01, eta: 8 days, 14:35:41, time: 1.462, data_time: 0.013, memory: 16628, top1_acc: 0.3375, top5_acc: 0.5830, loss_cls: 3.0444, loss: 3.0444, grad_norm: 1.6493 2021-01-20 17:02:50,156 - mmaction - INFO - Epoch [49][1060/2147] lr: 1.831e-01, eta: 8 days, 14:34:59, time: 1.569, data_time: 0.008, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5857, loss_cls: 3.1330, loss: 3.1330, grad_norm: 1.6903 2021-01-20 17:03:21,369 - mmaction - INFO - Epoch [49][1080/2147] lr: 1.831e-01, eta: 8 days, 14:34:16, time: 1.564, data_time: 0.010, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5585, loss_cls: 3.1858, loss: 3.1858, grad_norm: 1.6626 2021-01-20 17:03:50,335 - mmaction - INFO - Epoch [49][1100/2147] lr: 1.831e-01, eta: 8 days, 14:33:24, time: 1.449, data_time: 0.003, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5647, loss_cls: 3.1621, loss: 3.1621, grad_norm: 1.6942 2021-01-20 17:04:19,131 - mmaction - INFO - Epoch [49][1120/2147] lr: 1.831e-01, eta: 8 days, 14:32:31, time: 1.440, data_time: 0.004, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5545, loss_cls: 3.1567, loss: 3.1567, grad_norm: 1.6766 2021-01-20 17:04:48,156 - mmaction - INFO - Epoch [49][1140/2147] lr: 1.831e-01, eta: 8 days, 14:31:39, time: 1.450, data_time: 0.003, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5571, loss_cls: 3.1953, loss: 3.1953, grad_norm: 1.6737 2021-01-20 17:05:19,317 - mmaction - INFO - Epoch [49][1160/2147] lr: 1.831e-01, eta: 8 days, 14:30:56, time: 1.559, data_time: 0.003, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5616, loss_cls: 3.2117, loss: 3.2117, grad_norm: 1.7248 2021-01-20 17:05:49,817 - mmaction - INFO - Epoch [49][1180/2147] lr: 1.831e-01, eta: 8 days, 14:30:10, time: 1.515, data_time: 0.003, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5558, loss_cls: 3.1523, loss: 3.1523, grad_norm: 1.6674 2021-01-20 17:06:19,494 - mmaction - INFO - Epoch [49][1200/2147] lr: 1.831e-01, eta: 8 days, 14:29:21, time: 1.491, data_time: 0.022, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5714, loss_cls: 3.2190, loss: 3.2190, grad_norm: 1.6947 2021-01-20 17:06:55,512 - mmaction - INFO - Epoch [49][1220/2147] lr: 1.831e-01, eta: 8 days, 14:28:59, time: 1.802, data_time: 0.005, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5652, loss_cls: 3.1672, loss: 3.1672, grad_norm: 1.6545 2021-01-20 17:07:27,230 - mmaction - INFO - Epoch [49][1240/2147] lr: 1.831e-01, eta: 8 days, 14:28:19, time: 1.588, data_time: 0.010, memory: 16628, top1_acc: 0.3330, top5_acc: 0.5821, loss_cls: 3.1266, loss: 3.1266, grad_norm: 1.6595 2021-01-20 17:07:58,923 - mmaction - INFO - Epoch [49][1260/2147] lr: 1.831e-01, eta: 8 days, 14:27:38, time: 1.578, data_time: 0.002, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5496, loss_cls: 3.2122, loss: 3.2122, grad_norm: 1.6993 2021-01-20 17:08:28,244 - mmaction - INFO - Epoch [49][1280/2147] lr: 1.831e-01, eta: 8 days, 14:26:47, time: 1.470, data_time: 0.012, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5674, loss_cls: 3.1592, loss: 3.1592, grad_norm: 1.6792 2021-01-20 17:08:58,813 - mmaction - INFO - Epoch [49][1300/2147] lr: 1.831e-01, eta: 8 days, 14:26:01, time: 1.523, data_time: 0.005, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5562, loss_cls: 3.2065, loss: 3.2065, grad_norm: 1.6409 2021-01-20 17:09:27,642 - mmaction - INFO - Epoch [49][1320/2147] lr: 1.831e-01, eta: 8 days, 14:25:09, time: 1.446, data_time: 0.013, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5692, loss_cls: 3.1872, loss: 3.1872, grad_norm: 1.6807 2021-01-20 17:09:57,884 - mmaction - INFO - Epoch [49][1340/2147] lr: 1.831e-01, eta: 8 days, 14:24:22, time: 1.510, data_time: 0.004, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5625, loss_cls: 3.1497, loss: 3.1497, grad_norm: 1.6785 2021-01-20 17:10:29,109 - mmaction - INFO - Epoch [49][1360/2147] lr: 1.831e-01, eta: 8 days, 14:23:39, time: 1.560, data_time: 0.008, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5563, loss_cls: 3.1997, loss: 3.1997, grad_norm: 1.6894 2021-01-20 17:10:59,069 - mmaction - INFO - Epoch [49][1380/2147] lr: 1.831e-01, eta: 8 days, 14:22:52, time: 1.502, data_time: 0.010, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5446, loss_cls: 3.2215, loss: 3.2215, grad_norm: 1.6574 2021-01-20 17:11:29,968 - mmaction - INFO - Epoch [49][1400/2147] lr: 1.831e-01, eta: 8 days, 14:22:08, time: 1.544, data_time: 0.004, memory: 16628, top1_acc: 0.3085, top5_acc: 0.5594, loss_cls: 3.1859, loss: 3.1859, grad_norm: 1.6559 2021-01-20 17:12:05,138 - mmaction - INFO - Epoch [49][1420/2147] lr: 1.831e-01, eta: 8 days, 14:21:42, time: 1.761, data_time: 0.006, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5580, loss_cls: 3.1797, loss: 3.1797, grad_norm: 1.6391 2021-01-20 17:12:37,276 - mmaction - INFO - Epoch [49][1440/2147] lr: 1.831e-01, eta: 8 days, 14:21:03, time: 1.606, data_time: 0.004, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5625, loss_cls: 3.1911, loss: 3.1911, grad_norm: 1.6655 2021-01-20 17:13:07,257 - mmaction - INFO - Epoch [49][1460/2147] lr: 1.831e-01, eta: 8 days, 14:20:16, time: 1.500, data_time: 0.008, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5750, loss_cls: 3.0870, loss: 3.0870, grad_norm: 1.6257 2021-01-20 17:13:36,309 - mmaction - INFO - Epoch [49][1480/2147] lr: 1.831e-01, eta: 8 days, 14:19:24, time: 1.451, data_time: 0.003, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5638, loss_cls: 3.1855, loss: 3.1855, grad_norm: 1.7112 2021-01-20 17:14:05,467 - mmaction - INFO - Epoch [49][1500/2147] lr: 1.831e-01, eta: 8 days, 14:18:32, time: 1.456, data_time: 0.011, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5500, loss_cls: 3.2731, loss: 3.2731, grad_norm: 1.6862 2021-01-20 17:14:38,329 - mmaction - INFO - Epoch [49][1520/2147] lr: 1.831e-01, eta: 8 days, 14:17:57, time: 1.647, data_time: 0.008, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5674, loss_cls: 3.1304, loss: 3.1304, grad_norm: 1.6862 2021-01-20 17:15:07,821 - mmaction - INFO - Epoch [49][1540/2147] lr: 1.831e-01, eta: 8 days, 14:17:07, time: 1.473, data_time: 0.005, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5701, loss_cls: 3.1738, loss: 3.1738, grad_norm: 1.6944 2021-01-20 17:15:38,514 - mmaction - INFO - Epoch [49][1560/2147] lr: 1.831e-01, eta: 8 days, 14:16:22, time: 1.535, data_time: 0.014, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5781, loss_cls: 3.1391, loss: 3.1391, grad_norm: 1.6575 2021-01-20 17:16:12,291 - mmaction - INFO - Epoch [49][1580/2147] lr: 1.831e-01, eta: 8 days, 14:15:51, time: 1.689, data_time: 0.008, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5661, loss_cls: 3.1873, loss: 3.1873, grad_norm: 1.6514 2021-01-20 17:16:41,059 - mmaction - INFO - Epoch [49][1600/2147] lr: 1.831e-01, eta: 8 days, 14:14:58, time: 1.439, data_time: 0.005, memory: 16628, top1_acc: 0.3250, top5_acc: 0.5772, loss_cls: 3.1162, loss: 3.1162, grad_norm: 1.6442 2021-01-20 17:17:14,197 - mmaction - INFO - Epoch [49][1620/2147] lr: 1.831e-01, eta: 8 days, 14:14:23, time: 1.658, data_time: 0.004, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5799, loss_cls: 3.1166, loss: 3.1166, grad_norm: 1.6555 2021-01-20 17:17:43,468 - mmaction - INFO - Epoch [49][1640/2147] lr: 1.831e-01, eta: 8 days, 14:13:33, time: 1.463, data_time: 0.005, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5509, loss_cls: 3.1975, loss: 3.1975, grad_norm: 1.6531 2021-01-20 17:18:14,296 - mmaction - INFO - Epoch [49][1660/2147] lr: 1.831e-01, eta: 8 days, 14:12:48, time: 1.542, data_time: 0.003, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5652, loss_cls: 3.1303, loss: 3.1303, grad_norm: 1.6951 2021-01-20 17:18:45,715 - mmaction - INFO - Epoch [49][1680/2147] lr: 1.831e-01, eta: 8 days, 14:12:07, time: 1.570, data_time: 0.004, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5687, loss_cls: 3.1852, loss: 3.1852, grad_norm: 1.7133 2021-01-20 17:19:16,576 - mmaction - INFO - Epoch [49][1700/2147] lr: 1.831e-01, eta: 8 days, 14:11:23, time: 1.545, data_time: 0.006, memory: 16628, top1_acc: 0.2875, top5_acc: 0.5366, loss_cls: 3.3086, loss: 3.3086, grad_norm: 1.6296 2021-01-20 17:19:45,416 - mmaction - INFO - Epoch [49][1720/2147] lr: 1.831e-01, eta: 8 days, 14:10:30, time: 1.440, data_time: 0.001, memory: 16628, top1_acc: 0.2942, top5_acc: 0.5482, loss_cls: 3.2148, loss: 3.2148, grad_norm: 1.6522 2021-01-20 17:20:16,525 - mmaction - INFO - Epoch [49][1740/2147] lr: 1.831e-01, eta: 8 days, 14:09:47, time: 1.556, data_time: 0.004, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5571, loss_cls: 3.1875, loss: 3.1875, grad_norm: 1.6635 2021-01-20 17:20:45,208 - mmaction - INFO - Epoch [49][1760/2147] lr: 1.831e-01, eta: 8 days, 14:08:54, time: 1.435, data_time: 0.004, memory: 16628, top1_acc: 0.3295, top5_acc: 0.5714, loss_cls: 3.1205, loss: 3.1205, grad_norm: 1.6249 2021-01-20 17:21:14,638 - mmaction - INFO - Epoch [49][1780/2147] lr: 1.831e-01, eta: 8 days, 14:08:04, time: 1.471, data_time: 0.002, memory: 16628, top1_acc: 0.2915, top5_acc: 0.5549, loss_cls: 3.2206, loss: 3.2206, grad_norm: 1.7231 2021-01-20 17:21:54,451 - mmaction - INFO - Epoch [49][1800/2147] lr: 1.831e-01, eta: 8 days, 14:07:57, time: 1.982, data_time: 0.002, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5719, loss_cls: 3.1421, loss: 3.1421, grad_norm: 1.6503 2021-01-20 17:22:26,007 - mmaction - INFO - Epoch [49][1820/2147] lr: 1.831e-01, eta: 8 days, 14:07:17, time: 1.584, data_time: 0.010, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5652, loss_cls: 3.1499, loss: 3.1499, grad_norm: 1.6836 2021-01-20 17:22:57,350 - mmaction - INFO - Epoch [49][1840/2147] lr: 1.831e-01, eta: 8 days, 14:06:35, time: 1.569, data_time: 0.010, memory: 16628, top1_acc: 0.2955, top5_acc: 0.5571, loss_cls: 3.2692, loss: 3.2692, grad_norm: 1.6859 2021-01-20 17:23:26,398 - mmaction - INFO - Epoch [49][1860/2147] lr: 1.831e-01, eta: 8 days, 14:05:43, time: 1.452, data_time: 0.003, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5746, loss_cls: 3.1679, loss: 3.1679, grad_norm: 1.6731 2021-01-20 17:23:55,320 - mmaction - INFO - Epoch [49][1880/2147] lr: 1.831e-01, eta: 8 days, 14:04:51, time: 1.446, data_time: 0.009, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5737, loss_cls: 3.1423, loss: 3.1423, grad_norm: 1.7082 2021-01-20 17:24:25,924 - mmaction - INFO - Epoch [49][1900/2147] lr: 1.831e-01, eta: 8 days, 14:04:05, time: 1.525, data_time: 0.006, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5674, loss_cls: 3.1944, loss: 3.1944, grad_norm: 1.6546 2021-01-20 17:24:56,902 - mmaction - INFO - Epoch [49][1920/2147] lr: 1.831e-01, eta: 8 days, 14:03:22, time: 1.553, data_time: 0.013, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5585, loss_cls: 3.1924, loss: 3.1924, grad_norm: 1.6496 2021-01-20 17:25:28,738 - mmaction - INFO - Epoch [49][1940/2147] lr: 1.831e-01, eta: 8 days, 14:02:43, time: 1.594, data_time: 0.004, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5679, loss_cls: 3.1677, loss: 3.1677, grad_norm: 1.6288 2021-01-20 17:25:57,775 - mmaction - INFO - Epoch [49][1960/2147] lr: 1.831e-01, eta: 8 days, 14:01:51, time: 1.450, data_time: 0.002, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5558, loss_cls: 3.1674, loss: 3.1674, grad_norm: 1.6574 2021-01-20 17:26:26,535 - mmaction - INFO - Epoch [49][1980/2147] lr: 1.831e-01, eta: 8 days, 14:00:58, time: 1.437, data_time: 0.003, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5839, loss_cls: 3.1258, loss: 3.1258, grad_norm: 1.6210 2021-01-20 17:26:57,744 - mmaction - INFO - Epoch [49][2000/2147] lr: 1.831e-01, eta: 8 days, 14:00:15, time: 1.559, data_time: 0.018, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5786, loss_cls: 3.1107, loss: 3.1107, grad_norm: 1.6771 2021-01-20 17:27:28,380 - mmaction - INFO - Epoch [49][2020/2147] lr: 1.831e-01, eta: 8 days, 13:59:31, time: 1.536, data_time: 0.009, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5527, loss_cls: 3.2235, loss: 3.2235, grad_norm: 1.6856 2021-01-20 17:27:59,351 - mmaction - INFO - Epoch [49][2040/2147] lr: 1.831e-01, eta: 8 days, 13:58:47, time: 1.547, data_time: 0.002, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5625, loss_cls: 3.1319, loss: 3.1319, grad_norm: 1.6356 2021-01-20 17:28:28,120 - mmaction - INFO - Epoch [49][2060/2147] lr: 1.831e-01, eta: 8 days, 13:57:54, time: 1.438, data_time: 0.004, memory: 16628, top1_acc: 0.2871, top5_acc: 0.5344, loss_cls: 3.3314, loss: 3.3314, grad_norm: 1.6635 2021-01-20 17:28:57,167 - mmaction - INFO - Epoch [49][2080/2147] lr: 1.831e-01, eta: 8 days, 13:57:03, time: 1.455, data_time: 0.007, memory: 16628, top1_acc: 0.3397, top5_acc: 0.5835, loss_cls: 3.0774, loss: 3.0774, grad_norm: 1.5903 2021-01-20 17:29:26,103 - mmaction - INFO - Epoch [49][2100/2147] lr: 1.831e-01, eta: 8 days, 13:56:11, time: 1.447, data_time: 0.002, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5589, loss_cls: 3.1833, loss: 3.1833, grad_norm: 1.6770 2021-01-20 17:29:54,635 - mmaction - INFO - Epoch [49][2120/2147] lr: 1.831e-01, eta: 8 days, 13:55:17, time: 1.427, data_time: 0.002, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5634, loss_cls: 3.1767, loss: 3.1767, grad_norm: 1.6712 2021-01-20 17:30:25,097 - mmaction - INFO - Epoch [49][2140/2147] lr: 1.831e-01, eta: 8 days, 13:54:31, time: 1.522, data_time: 0.002, memory: 16628, top1_acc: 0.2848, top5_acc: 0.5451, loss_cls: 3.2616, loss: 3.2616, grad_norm: 1.6803 2021-01-20 17:35:23,442 - mmaction - INFO - Epoch [50][20/2147] lr: 1.825e-01, eta: 8 days, 14:09:50, time: 13.665, data_time: 12.089, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5763, loss_cls: 3.1007, loss: 3.1007, grad_norm: 1.6988 2021-01-20 17:35:52,563 - mmaction - INFO - Epoch [50][40/2147] lr: 1.825e-01, eta: 8 days, 14:08:59, time: 1.458, data_time: 0.014, memory: 16628, top1_acc: 0.3317, top5_acc: 0.5946, loss_cls: 3.0716, loss: 3.0716, grad_norm: 1.6732 2021-01-20 17:36:21,337 - mmaction - INFO - Epoch [50][60/2147] lr: 1.825e-01, eta: 8 days, 14:08:06, time: 1.440, data_time: 0.003, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5683, loss_cls: 3.1379, loss: 3.1379, grad_norm: 1.6435 2021-01-20 17:36:57,915 - mmaction - INFO - Epoch [50][80/2147] lr: 1.825e-01, eta: 8 days, 14:07:46, time: 1.829, data_time: 0.003, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5813, loss_cls: 3.1257, loss: 3.1257, grad_norm: 1.6638 2021-01-20 17:37:30,034 - mmaction - INFO - Epoch [50][100/2147] lr: 1.825e-01, eta: 8 days, 14:07:06, time: 1.596, data_time: 0.004, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5795, loss_cls: 3.0586, loss: 3.0586, grad_norm: 1.6740 2021-01-20 17:37:59,930 - mmaction - INFO - Epoch [50][120/2147] lr: 1.825e-01, eta: 8 days, 14:06:19, time: 1.503, data_time: 0.012, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5714, loss_cls: 3.1533, loss: 3.1533, grad_norm: 1.6860 2021-01-20 17:38:31,881 - mmaction - INFO - Epoch [50][140/2147] lr: 1.825e-01, eta: 8 days, 14:05:40, time: 1.600, data_time: 0.005, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5661, loss_cls: 3.1576, loss: 3.1576, grad_norm: 1.6984 2021-01-20 17:39:01,906 - mmaction - INFO - Epoch [50][160/2147] lr: 1.825e-01, eta: 8 days, 14:04:52, time: 1.499, data_time: 0.003, memory: 16628, top1_acc: 0.3085, top5_acc: 0.5683, loss_cls: 3.1840, loss: 3.1840, grad_norm: 1.6929 2021-01-20 17:39:31,213 - mmaction - INFO - Epoch [50][180/2147] lr: 1.825e-01, eta: 8 days, 14:04:01, time: 1.465, data_time: 0.012, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5710, loss_cls: 3.1065, loss: 3.1065, grad_norm: 1.6717 2021-01-20 17:40:00,735 - mmaction - INFO - Epoch [50][200/2147] lr: 1.825e-01, eta: 8 days, 14:03:12, time: 1.479, data_time: 0.009, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5621, loss_cls: 3.1635, loss: 3.1635, grad_norm: 1.6635 2021-01-20 17:40:30,398 - mmaction - INFO - Epoch [50][220/2147] lr: 1.825e-01, eta: 8 days, 14:02:23, time: 1.484, data_time: 0.005, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5799, loss_cls: 3.1298, loss: 3.1298, grad_norm: 1.6783 2021-01-20 17:41:03,072 - mmaction - INFO - Epoch [50][240/2147] lr: 1.825e-01, eta: 8 days, 14:01:46, time: 1.627, data_time: 0.005, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5692, loss_cls: 3.1629, loss: 3.1629, grad_norm: 1.6654 2021-01-20 17:41:31,905 - mmaction - INFO - Epoch [50][260/2147] lr: 1.825e-01, eta: 8 days, 14:00:53, time: 1.446, data_time: 0.016, memory: 16628, top1_acc: 0.2973, top5_acc: 0.5643, loss_cls: 3.1760, loss: 3.1760, grad_norm: 1.6415 2021-01-20 17:42:09,425 - mmaction - INFO - Epoch [50][280/2147] lr: 1.825e-01, eta: 8 days, 14:00:37, time: 1.878, data_time: 0.082, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5629, loss_cls: 3.1496, loss: 3.1496, grad_norm: 1.6724 2021-01-20 17:42:40,189 - mmaction - INFO - Epoch [50][300/2147] lr: 1.825e-01, eta: 8 days, 13:59:53, time: 1.536, data_time: 0.003, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5692, loss_cls: 3.1368, loss: 3.1368, grad_norm: 1.6753 2021-01-20 17:43:10,700 - mmaction - INFO - Epoch [50][320/2147] lr: 1.825e-01, eta: 8 days, 13:59:07, time: 1.529, data_time: 0.006, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5826, loss_cls: 3.0860, loss: 3.0860, grad_norm: 1.6855 2021-01-20 17:43:44,177 - mmaction - INFO - Epoch [50][340/2147] lr: 1.825e-01, eta: 8 days, 13:58:34, time: 1.673, data_time: 0.003, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5795, loss_cls: 3.1141, loss: 3.1141, grad_norm: 1.6687 2021-01-20 17:44:13,629 - mmaction - INFO - Epoch [50][360/2147] lr: 1.825e-01, eta: 8 days, 13:57:44, time: 1.470, data_time: 0.002, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5754, loss_cls: 3.1539, loss: 3.1539, grad_norm: 1.6973 2021-01-20 17:44:42,749 - mmaction - INFO - Epoch [50][380/2147] lr: 1.825e-01, eta: 8 days, 13:56:53, time: 1.459, data_time: 0.008, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5705, loss_cls: 3.1582, loss: 3.1582, grad_norm: 1.6660 2021-01-20 17:45:17,151 - mmaction - INFO - Epoch [50][400/2147] lr: 1.825e-01, eta: 8 days, 13:56:23, time: 1.714, data_time: 0.003, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5562, loss_cls: 3.1855, loss: 3.1855, grad_norm: 1.6754 2021-01-20 17:45:46,367 - mmaction - INFO - Epoch [50][420/2147] lr: 1.825e-01, eta: 8 days, 13:55:33, time: 1.466, data_time: 0.008, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5871, loss_cls: 3.0373, loss: 3.0373, grad_norm: 1.6660 2021-01-20 17:46:15,892 - mmaction - INFO - Epoch [50][440/2147] lr: 1.825e-01, eta: 8 days, 13:54:43, time: 1.477, data_time: 0.003, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5589, loss_cls: 3.1878, loss: 3.1878, grad_norm: 1.6897 2021-01-20 17:46:59,455 - mmaction - INFO - Epoch [50][460/2147] lr: 1.825e-01, eta: 8 days, 13:54:52, time: 2.169, data_time: 0.003, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5674, loss_cls: 3.1356, loss: 3.1356, grad_norm: 1.6425 2021-01-20 17:47:29,951 - mmaction - INFO - Epoch [50][480/2147] lr: 1.825e-01, eta: 8 days, 13:54:07, time: 1.528, data_time: 0.016, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5741, loss_cls: 3.1415, loss: 3.1415, grad_norm: 1.6674 2021-01-20 17:48:01,455 - mmaction - INFO - Epoch [50][500/2147] lr: 1.825e-01, eta: 8 days, 13:53:26, time: 1.580, data_time: 0.010, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5754, loss_cls: 3.1605, loss: 3.1605, grad_norm: 1.6930 2021-01-20 17:48:32,045 - mmaction - INFO - Epoch [50][520/2147] lr: 1.825e-01, eta: 8 days, 13:52:41, time: 1.531, data_time: 0.003, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5634, loss_cls: 3.1582, loss: 3.1582, grad_norm: 1.6730 2021-01-20 17:49:05,495 - mmaction - INFO - Epoch [50][540/2147] lr: 1.825e-01, eta: 8 days, 13:52:07, time: 1.672, data_time: 0.002, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5728, loss_cls: 3.1393, loss: 3.1393, grad_norm: 1.6907 2021-01-20 17:49:37,875 - mmaction - INFO - Epoch [50][560/2147] lr: 1.825e-01, eta: 8 days, 13:51:30, time: 1.616, data_time: 0.003, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5750, loss_cls: 3.1231, loss: 3.1231, grad_norm: 1.6515 2021-01-20 17:50:09,818 - mmaction - INFO - Epoch [50][580/2147] lr: 1.825e-01, eta: 8 days, 13:50:50, time: 1.596, data_time: 0.006, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5496, loss_cls: 3.2302, loss: 3.2302, grad_norm: 1.6858 2021-01-20 17:50:38,946 - mmaction - INFO - Epoch [50][600/2147] lr: 1.825e-01, eta: 8 days, 13:49:59, time: 1.458, data_time: 0.006, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5656, loss_cls: 3.1095, loss: 3.1095, grad_norm: 1.6389 2021-01-20 17:51:09,077 - mmaction - INFO - Epoch [50][620/2147] lr: 1.825e-01, eta: 8 days, 13:49:12, time: 1.508, data_time: 0.008, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5732, loss_cls: 3.1371, loss: 3.1371, grad_norm: 1.6794 2021-01-20 17:51:45,226 - mmaction - INFO - Epoch [50][640/2147] lr: 1.825e-01, eta: 8 days, 13:48:48, time: 1.785, data_time: 0.002, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5527, loss_cls: 3.1955, loss: 3.1955, grad_norm: 1.6726 2021-01-20 17:52:16,838 - mmaction - INFO - Epoch [50][660/2147] lr: 1.825e-01, eta: 8 days, 13:48:09, time: 1.599, data_time: 0.026, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5656, loss_cls: 3.1498, loss: 3.1498, grad_norm: 1.6332 2021-01-20 17:52:48,221 - mmaction - INFO - Epoch [50][680/2147] lr: 1.825e-01, eta: 8 days, 13:47:27, time: 1.574, data_time: 0.008, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5687, loss_cls: 3.1565, loss: 3.1565, grad_norm: 1.7172 2021-01-20 17:53:17,429 - mmaction - INFO - Epoch [50][700/2147] lr: 1.825e-01, eta: 8 days, 13:46:37, time: 1.460, data_time: 0.001, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5616, loss_cls: 3.2070, loss: 3.2070, grad_norm: 1.7542 2021-01-20 17:53:48,915 - mmaction - INFO - Epoch [50][720/2147] lr: 1.825e-01, eta: 8 days, 13:45:55, time: 1.575, data_time: 0.004, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5500, loss_cls: 3.2219, loss: 3.2219, grad_norm: 1.6736 2021-01-20 17:54:20,879 - mmaction - INFO - Epoch [50][740/2147] lr: 1.825e-01, eta: 8 days, 13:45:16, time: 1.595, data_time: 0.007, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5701, loss_cls: 3.1270, loss: 3.1270, grad_norm: 1.6908 2021-01-20 17:54:54,539 - mmaction - INFO - Epoch [50][760/2147] lr: 1.825e-01, eta: 8 days, 13:44:43, time: 1.684, data_time: 0.013, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5732, loss_cls: 3.1302, loss: 3.1302, grad_norm: 1.7022 2021-01-20 17:55:23,333 - mmaction - INFO - Epoch [50][780/2147] lr: 1.825e-01, eta: 8 days, 13:43:51, time: 1.441, data_time: 0.005, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5884, loss_cls: 3.1270, loss: 3.1270, grad_norm: 1.7521 2021-01-20 17:55:53,802 - mmaction - INFO - Epoch [50][800/2147] lr: 1.825e-01, eta: 8 days, 13:43:05, time: 1.524, data_time: 0.003, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5670, loss_cls: 3.1765, loss: 3.1765, grad_norm: 1.6735 2021-01-20 17:56:22,753 - mmaction - INFO - Epoch [50][820/2147] lr: 1.825e-01, eta: 8 days, 13:42:13, time: 1.447, data_time: 0.003, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5674, loss_cls: 3.1634, loss: 3.1634, grad_norm: 1.6928 2021-01-20 17:56:51,504 - mmaction - INFO - Epoch [50][840/2147] lr: 1.825e-01, eta: 8 days, 13:41:21, time: 1.437, data_time: 0.008, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5504, loss_cls: 3.2000, loss: 3.2000, grad_norm: 1.6994 2021-01-20 17:57:21,675 - mmaction - INFO - Epoch [50][860/2147] lr: 1.825e-01, eta: 8 days, 13:40:34, time: 1.506, data_time: 0.005, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5893, loss_cls: 3.0552, loss: 3.0552, grad_norm: 1.6894 2021-01-20 17:57:50,796 - mmaction - INFO - Epoch [50][880/2147] lr: 1.825e-01, eta: 8 days, 13:39:42, time: 1.457, data_time: 0.012, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5750, loss_cls: 3.1594, loss: 3.1594, grad_norm: 1.7186 2021-01-20 17:58:23,804 - mmaction - INFO - Epoch [50][900/2147] lr: 1.825e-01, eta: 8 days, 13:39:08, time: 1.652, data_time: 0.009, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5732, loss_cls: 3.1285, loss: 3.1285, grad_norm: 1.6591 2021-01-20 17:58:53,057 - mmaction - INFO - Epoch [50][920/2147] lr: 1.825e-01, eta: 8 days, 13:38:17, time: 1.458, data_time: 0.003, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5518, loss_cls: 3.2407, loss: 3.2407, grad_norm: 1.7016 2021-01-20 17:59:22,126 - mmaction - INFO - Epoch [50][940/2147] lr: 1.825e-01, eta: 8 days, 13:37:25, time: 1.456, data_time: 0.007, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5612, loss_cls: 3.1990, loss: 3.1990, grad_norm: 1.6627 2021-01-20 17:59:56,949 - mmaction - INFO - Epoch [50][960/2147] lr: 1.825e-01, eta: 8 days, 13:36:58, time: 1.735, data_time: 0.003, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5580, loss_cls: 3.2118, loss: 3.2118, grad_norm: 1.6693 2021-01-20 18:00:26,573 - mmaction - INFO - Epoch [50][980/2147] lr: 1.825e-01, eta: 8 days, 13:36:09, time: 1.489, data_time: 0.011, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5638, loss_cls: 3.1765, loss: 3.1765, grad_norm: 1.6965 2021-01-20 18:00:55,240 - mmaction - INFO - Epoch [50][1000/2147] lr: 1.825e-01, eta: 8 days, 13:35:16, time: 1.433, data_time: 0.004, memory: 16628, top1_acc: 0.3063, top5_acc: 0.5589, loss_cls: 3.1974, loss: 3.1974, grad_norm: 1.6557 2021-01-20 18:01:24,269 - mmaction - INFO - Epoch [50][1020/2147] lr: 1.825e-01, eta: 8 days, 13:34:24, time: 1.449, data_time: 0.002, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5763, loss_cls: 3.1427, loss: 3.1427, grad_norm: 1.7129 2021-01-20 18:01:57,519 - mmaction - INFO - Epoch [50][1040/2147] lr: 1.825e-01, eta: 8 days, 13:33:50, time: 1.660, data_time: 0.010, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5652, loss_cls: 3.1319, loss: 3.1319, grad_norm: 1.7013 2021-01-20 18:02:27,349 - mmaction - INFO - Epoch [50][1060/2147] lr: 1.825e-01, eta: 8 days, 13:33:02, time: 1.494, data_time: 0.009, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5571, loss_cls: 3.2206, loss: 3.2206, grad_norm: 1.6511 2021-01-20 18:02:57,003 - mmaction - INFO - Epoch [50][1080/2147] lr: 1.825e-01, eta: 8 days, 13:32:13, time: 1.479, data_time: 0.017, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5594, loss_cls: 3.1893, loss: 3.1893, grad_norm: 1.6479 2021-01-20 18:03:26,822 - mmaction - INFO - Epoch [50][1100/2147] lr: 1.825e-01, eta: 8 days, 13:31:25, time: 1.495, data_time: 0.008, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5558, loss_cls: 3.2281, loss: 3.2281, grad_norm: 1.6545 2021-01-20 18:03:57,712 - mmaction - INFO - Epoch [50][1120/2147] lr: 1.825e-01, eta: 8 days, 13:30:41, time: 1.544, data_time: 0.004, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5728, loss_cls: 3.0788, loss: 3.0788, grad_norm: 1.6860 2021-01-20 18:04:29,054 - mmaction - INFO - Epoch [50][1140/2147] lr: 1.825e-01, eta: 8 days, 13:29:59, time: 1.567, data_time: 0.003, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5679, loss_cls: 3.1629, loss: 3.1629, grad_norm: 1.6344 2021-01-20 18:05:01,605 - mmaction - INFO - Epoch [50][1160/2147] lr: 1.825e-01, eta: 8 days, 13:29:22, time: 1.626, data_time: 0.004, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5638, loss_cls: 3.2002, loss: 3.2002, grad_norm: 1.7019 2021-01-20 18:05:30,904 - mmaction - INFO - Epoch [50][1180/2147] lr: 1.825e-01, eta: 8 days, 13:28:32, time: 1.465, data_time: 0.004, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5750, loss_cls: 3.1500, loss: 3.1500, grad_norm: 1.6910 2021-01-20 18:06:01,253 - mmaction - INFO - Epoch [50][1200/2147] lr: 1.825e-01, eta: 8 days, 13:27:46, time: 1.518, data_time: 0.004, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5781, loss_cls: 3.1189, loss: 3.1189, grad_norm: 1.7110 2021-01-20 18:06:30,375 - mmaction - INFO - Epoch [50][1220/2147] lr: 1.825e-01, eta: 8 days, 13:26:55, time: 1.458, data_time: 0.004, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5446, loss_cls: 3.2548, loss: 3.2548, grad_norm: 1.6728 2021-01-20 18:07:05,712 - mmaction - INFO - Epoch [50][1240/2147] lr: 1.825e-01, eta: 8 days, 13:26:30, time: 1.763, data_time: 0.004, memory: 16628, top1_acc: 0.3438, top5_acc: 0.5835, loss_cls: 3.0433, loss: 3.0433, grad_norm: 1.6467 2021-01-20 18:07:37,194 - mmaction - INFO - Epoch [50][1260/2147] lr: 1.825e-01, eta: 8 days, 13:25:48, time: 1.573, data_time: 0.006, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5522, loss_cls: 3.2335, loss: 3.2335, grad_norm: 1.6896 2021-01-20 18:08:10,236 - mmaction - INFO - Epoch [50][1280/2147] lr: 1.825e-01, eta: 8 days, 13:25:13, time: 1.643, data_time: 0.007, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5687, loss_cls: 3.1961, loss: 3.1961, grad_norm: 1.6943 2021-01-20 18:08:41,182 - mmaction - INFO - Epoch [50][1300/2147] lr: 1.825e-01, eta: 8 days, 13:24:27, time: 1.519, data_time: 0.016, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5710, loss_cls: 3.1708, loss: 3.1708, grad_norm: 1.6420 2021-01-20 18:09:13,861 - mmaction - INFO - Epoch [50][1320/2147] lr: 1.825e-01, eta: 8 days, 13:23:54, time: 1.675, data_time: 0.047, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5772, loss_cls: 3.1297, loss: 3.1297, grad_norm: 1.7112 2021-01-20 18:09:43,926 - mmaction - INFO - Epoch [50][1340/2147] lr: 1.825e-01, eta: 8 days, 13:23:07, time: 1.498, data_time: 0.002, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5839, loss_cls: 3.1074, loss: 3.1074, grad_norm: 1.6637 2021-01-20 18:10:16,072 - mmaction - INFO - Epoch [50][1360/2147] lr: 1.825e-01, eta: 8 days, 13:22:28, time: 1.611, data_time: 0.012, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5643, loss_cls: 3.1722, loss: 3.1722, grad_norm: 1.6491 2021-01-20 18:10:45,365 - mmaction - INFO - Epoch [50][1380/2147] lr: 1.825e-01, eta: 8 days, 13:21:38, time: 1.465, data_time: 0.004, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5750, loss_cls: 3.1735, loss: 3.1735, grad_norm: 1.6851 2021-01-20 18:11:14,636 - mmaction - INFO - Epoch [50][1400/2147] lr: 1.825e-01, eta: 8 days, 13:20:48, time: 1.463, data_time: 0.007, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5656, loss_cls: 3.1553, loss: 3.1553, grad_norm: 1.6742 2021-01-20 18:11:52,882 - mmaction - INFO - Epoch [50][1420/2147] lr: 1.825e-01, eta: 8 days, 13:20:34, time: 1.903, data_time: 0.012, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5696, loss_cls: 3.1746, loss: 3.1746, grad_norm: 1.6667 2021-01-20 18:12:25,664 - mmaction - INFO - Epoch [50][1440/2147] lr: 1.825e-01, eta: 8 days, 13:19:58, time: 1.643, data_time: 0.014, memory: 16628, top1_acc: 0.2964, top5_acc: 0.5696, loss_cls: 3.1823, loss: 3.1823, grad_norm: 1.6609 2021-01-20 18:12:56,076 - mmaction - INFO - Epoch [50][1460/2147] lr: 1.825e-01, eta: 8 days, 13:19:13, time: 1.526, data_time: 0.009, memory: 16628, top1_acc: 0.3013, top5_acc: 0.5567, loss_cls: 3.1926, loss: 3.1926, grad_norm: 1.6498 2021-01-20 18:13:26,860 - mmaction - INFO - Epoch [50][1480/2147] lr: 1.825e-01, eta: 8 days, 13:18:29, time: 1.540, data_time: 0.005, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5732, loss_cls: 3.1340, loss: 3.1340, grad_norm: 1.6512 2021-01-20 18:13:57,521 - mmaction - INFO - Epoch [50][1500/2147] lr: 1.825e-01, eta: 8 days, 13:17:44, time: 1.530, data_time: 0.003, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5665, loss_cls: 3.1642, loss: 3.1642, grad_norm: 1.6543 2021-01-20 18:14:26,153 - mmaction - INFO - Epoch [50][1520/2147] lr: 1.825e-01, eta: 8 days, 13:16:51, time: 1.435, data_time: 0.007, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5661, loss_cls: 3.1730, loss: 3.1730, grad_norm: 1.6534 2021-01-20 18:14:55,968 - mmaction - INFO - Epoch [50][1540/2147] lr: 1.825e-01, eta: 8 days, 13:16:03, time: 1.489, data_time: 0.003, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5612, loss_cls: 3.1975, loss: 3.1975, grad_norm: 1.6785 2021-01-20 18:15:24,943 - mmaction - INFO - Epoch [50][1560/2147] lr: 1.825e-01, eta: 8 days, 13:15:11, time: 1.448, data_time: 0.012, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5701, loss_cls: 3.1470, loss: 3.1470, grad_norm: 1.6253 2021-01-20 18:15:55,503 - mmaction - INFO - Epoch [50][1580/2147] lr: 1.825e-01, eta: 8 days, 13:14:26, time: 1.528, data_time: 0.005, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5629, loss_cls: 3.1210, loss: 3.1210, grad_norm: 1.6866 2021-01-20 18:16:24,904 - mmaction - INFO - Epoch [50][1600/2147] lr: 1.825e-01, eta: 8 days, 13:13:36, time: 1.467, data_time: 0.003, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5558, loss_cls: 3.1581, loss: 3.1581, grad_norm: 1.6711 2021-01-20 18:16:59,761 - mmaction - INFO - Epoch [50][1620/2147] lr: 1.825e-01, eta: 8 days, 13:13:09, time: 1.745, data_time: 0.006, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5589, loss_cls: 3.1734, loss: 3.1734, grad_norm: 1.6646 2021-01-20 18:17:31,775 - mmaction - INFO - Epoch [50][1640/2147] lr: 1.825e-01, eta: 8 days, 13:12:30, time: 1.594, data_time: 0.006, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5629, loss_cls: 3.2319, loss: 3.2319, grad_norm: 1.6355 2021-01-20 18:18:01,051 - mmaction - INFO - Epoch [50][1660/2147] lr: 1.825e-01, eta: 8 days, 13:11:40, time: 1.470, data_time: 0.012, memory: 16628, top1_acc: 0.2955, top5_acc: 0.5522, loss_cls: 3.2145, loss: 3.2145, grad_norm: 1.6529 2021-01-20 18:18:32,239 - mmaction - INFO - Epoch [50][1680/2147] lr: 1.825e-01, eta: 8 days, 13:10:57, time: 1.556, data_time: 0.004, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5781, loss_cls: 3.1264, loss: 3.1264, grad_norm: 1.6822 2021-01-20 18:19:01,596 - mmaction - INFO - Epoch [50][1700/2147] lr: 1.825e-01, eta: 8 days, 13:10:07, time: 1.468, data_time: 0.010, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5545, loss_cls: 3.2006, loss: 3.2006, grad_norm: 1.6898 2021-01-20 18:19:30,582 - mmaction - INFO - Epoch [50][1720/2147] lr: 1.825e-01, eta: 8 days, 13:09:16, time: 1.455, data_time: 0.009, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5670, loss_cls: 3.1906, loss: 3.1906, grad_norm: 1.6479 2021-01-20 18:20:05,999 - mmaction - INFO - Epoch [50][1740/2147] lr: 1.825e-01, eta: 8 days, 13:08:51, time: 1.764, data_time: 0.003, memory: 16628, top1_acc: 0.3299, top5_acc: 0.5625, loss_cls: 3.1613, loss: 3.1613, grad_norm: 1.6708 2021-01-20 18:20:34,888 - mmaction - INFO - Epoch [50][1760/2147] lr: 1.825e-01, eta: 8 days, 13:08:00, time: 1.451, data_time: 0.011, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5656, loss_cls: 3.1533, loss: 3.1533, grad_norm: 1.6489 2021-01-20 18:21:04,014 - mmaction - INFO - Epoch [50][1780/2147] lr: 1.825e-01, eta: 8 days, 13:07:09, time: 1.454, data_time: 0.001, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5509, loss_cls: 3.1952, loss: 3.1952, grad_norm: 1.6741 2021-01-20 18:21:43,440 - mmaction - INFO - Epoch [50][1800/2147] lr: 1.825e-01, eta: 8 days, 13:06:48, time: 1.819, data_time: 0.005, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5656, loss_cls: 3.1386, loss: 3.1386, grad_norm: 1.7108 2021-01-20 18:22:17,842 - mmaction - INFO - Epoch [50][1820/2147] lr: 1.825e-01, eta: 8 days, 13:06:31, time: 1.875, data_time: 0.242, memory: 16628, top1_acc: 0.2942, top5_acc: 0.5554, loss_cls: 3.2272, loss: 3.2272, grad_norm: 1.7733 2021-01-20 18:22:49,549 - mmaction - INFO - Epoch [50][1840/2147] lr: 1.825e-01, eta: 8 days, 13:05:51, time: 1.585, data_time: 0.002, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5670, loss_cls: 3.1713, loss: 3.1713, grad_norm: 1.7037 2021-01-20 18:23:21,249 - mmaction - INFO - Epoch [50][1860/2147] lr: 1.825e-01, eta: 8 days, 13:05:11, time: 1.582, data_time: 0.002, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5527, loss_cls: 3.1820, loss: 3.1820, grad_norm: 1.6712 2021-01-20 18:23:50,564 - mmaction - INFO - Epoch [50][1880/2147] lr: 1.825e-01, eta: 8 days, 13:04:21, time: 1.467, data_time: 0.009, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5549, loss_cls: 3.2077, loss: 3.2077, grad_norm: 1.6530 2021-01-20 18:24:20,768 - mmaction - INFO - Epoch [50][1900/2147] lr: 1.825e-01, eta: 8 days, 13:03:34, time: 1.508, data_time: 0.004, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5754, loss_cls: 3.1518, loss: 3.1518, grad_norm: 1.6437 2021-01-20 18:24:52,031 - mmaction - INFO - Epoch [50][1920/2147] lr: 1.825e-01, eta: 8 days, 13:02:52, time: 1.558, data_time: 0.008, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5714, loss_cls: 3.1775, loss: 3.1775, grad_norm: 1.7176 2021-01-20 18:25:21,754 - mmaction - INFO - Epoch [50][1940/2147] lr: 1.825e-01, eta: 8 days, 13:02:04, time: 1.494, data_time: 0.010, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5679, loss_cls: 3.1495, loss: 3.1495, grad_norm: 1.6714 2021-01-20 18:25:53,834 - mmaction - INFO - Epoch [50][1960/2147] lr: 1.825e-01, eta: 8 days, 13:01:25, time: 1.603, data_time: 0.004, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5741, loss_cls: 3.1159, loss: 3.1159, grad_norm: 1.6999 2021-01-20 18:26:24,086 - mmaction - INFO - Epoch [50][1980/2147] lr: 1.825e-01, eta: 8 days, 13:00:39, time: 1.513, data_time: 0.005, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5808, loss_cls: 3.1286, loss: 3.1286, grad_norm: 1.7012 2021-01-20 18:27:03,965 - mmaction - INFO - Epoch [50][2000/2147] lr: 1.825e-01, eta: 8 days, 13:00:32, time: 1.991, data_time: 0.004, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5728, loss_cls: 3.1612, loss: 3.1612, grad_norm: 1.6922 2021-01-20 18:27:35,347 - mmaction - INFO - Epoch [50][2020/2147] lr: 1.825e-01, eta: 8 days, 12:59:50, time: 1.562, data_time: 0.010, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5638, loss_cls: 3.1396, loss: 3.1396, grad_norm: 1.6686 2021-01-20 18:28:04,643 - mmaction - INFO - Epoch [50][2040/2147] lr: 1.825e-01, eta: 8 days, 12:59:01, time: 1.475, data_time: 0.014, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5643, loss_cls: 3.1878, loss: 3.1878, grad_norm: 1.7080 2021-01-20 18:28:38,310 - mmaction - INFO - Epoch [50][2060/2147] lr: 1.825e-01, eta: 8 days, 12:58:28, time: 1.679, data_time: 0.003, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5719, loss_cls: 3.1731, loss: 3.1731, grad_norm: 1.6713 2021-01-20 18:29:11,058 - mmaction - INFO - Epoch [50][2080/2147] lr: 1.825e-01, eta: 8 days, 12:57:53, time: 1.640, data_time: 0.022, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5656, loss_cls: 3.1886, loss: 3.1886, grad_norm: 1.6913 2021-01-20 18:29:43,511 - mmaction - INFO - Epoch [50][2100/2147] lr: 1.825e-01, eta: 8 days, 12:57:15, time: 1.619, data_time: 0.004, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5643, loss_cls: 3.1768, loss: 3.1768, grad_norm: 1.6867 2021-01-20 18:30:15,519 - mmaction - INFO - Epoch [50][2120/2147] lr: 1.825e-01, eta: 8 days, 12:56:37, time: 1.606, data_time: 0.008, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5679, loss_cls: 3.1333, loss: 3.1333, grad_norm: 1.6802 2021-01-20 18:30:46,385 - mmaction - INFO - Epoch [50][2140/2147] lr: 1.825e-01, eta: 8 days, 12:55:53, time: 1.540, data_time: 0.013, memory: 16628, top1_acc: 0.2982, top5_acc: 0.5549, loss_cls: 3.2459, loss: 3.2459, grad_norm: 1.6845 2021-01-20 18:49:15,685 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-20 18:49:16,468 - mmaction - INFO - top1_acc 0.3429 top5_acc 0.6165 2021-01-20 18:49:16,469 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-20 18:49:16,527 - mmaction - INFO - mean_acc 0.3429 2021-01-20 18:49:16,534 - mmaction - INFO - Epoch(val) [50][2147] top1_acc: 0.3429, top5_acc: 0.6165, mean_class_accuracy: 0.3429 2021-01-20 18:53:53,658 - mmaction - INFO - Epoch [51][20/2147] lr: 1.818e-01, eta: 8 days, 13:11:04, time: 13.854, data_time: 12.291, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5790, loss_cls: 3.1195, loss: 3.1195, grad_norm: 1.6809 2021-01-20 18:54:25,023 - mmaction - INFO - Epoch [51][40/2147] lr: 1.818e-01, eta: 8 days, 13:10:22, time: 1.564, data_time: 0.004, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5692, loss_cls: 3.1516, loss: 3.1516, grad_norm: 1.6464 2021-01-20 18:54:57,466 - mmaction - INFO - Epoch [51][60/2147] lr: 1.818e-01, eta: 8 days, 13:09:44, time: 1.622, data_time: 0.009, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5643, loss_cls: 3.1167, loss: 3.1167, grad_norm: 1.6746 2021-01-20 18:55:27,926 - mmaction - INFO - Epoch [51][80/2147] lr: 1.818e-01, eta: 8 days, 13:08:59, time: 1.528, data_time: 0.013, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5754, loss_cls: 3.1450, loss: 3.1450, grad_norm: 1.6610 2021-01-20 18:55:57,094 - mmaction - INFO - Epoch [51][100/2147] lr: 1.818e-01, eta: 8 days, 13:08:08, time: 1.453, data_time: 0.002, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5679, loss_cls: 3.1660, loss: 3.1660, grad_norm: 1.6880 2021-01-20 18:56:28,271 - mmaction - INFO - Epoch [51][120/2147] lr: 1.818e-01, eta: 8 days, 13:07:26, time: 1.563, data_time: 0.010, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5687, loss_cls: 3.1632, loss: 3.1632, grad_norm: 1.6472 2021-01-20 18:57:04,127 - mmaction - INFO - Epoch [51][140/2147] lr: 1.818e-01, eta: 8 days, 13:07:02, time: 1.786, data_time: 0.005, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5772, loss_cls: 3.0625, loss: 3.0625, grad_norm: 1.6952 2021-01-20 18:57:35,267 - mmaction - INFO - Epoch [51][160/2147] lr: 1.818e-01, eta: 8 days, 13:06:19, time: 1.559, data_time: 0.011, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5665, loss_cls: 3.1278, loss: 3.1278, grad_norm: 1.6920 2021-01-20 18:58:06,098 - mmaction - INFO - Epoch [51][180/2147] lr: 1.818e-01, eta: 8 days, 13:05:36, time: 1.545, data_time: 0.009, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5737, loss_cls: 3.1190, loss: 3.1190, grad_norm: 1.6902 2021-01-20 18:58:36,230 - mmaction - INFO - Epoch [51][200/2147] lr: 1.818e-01, eta: 8 days, 13:04:49, time: 1.505, data_time: 0.003, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5719, loss_cls: 3.1112, loss: 3.1112, grad_norm: 1.7070 2021-01-20 18:59:06,794 - mmaction - INFO - Epoch [51][220/2147] lr: 1.818e-01, eta: 8 days, 13:04:04, time: 1.530, data_time: 0.005, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5759, loss_cls: 3.0906, loss: 3.0906, grad_norm: 1.6657 2021-01-20 18:59:36,091 - mmaction - INFO - Epoch [51][240/2147] lr: 1.818e-01, eta: 8 days, 13:03:13, time: 1.465, data_time: 0.010, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5728, loss_cls: 3.1266, loss: 3.1266, grad_norm: 1.6779 2021-01-20 19:00:07,026 - mmaction - INFO - Epoch [51][260/2147] lr: 1.818e-01, eta: 8 days, 13:02:30, time: 1.546, data_time: 0.005, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5607, loss_cls: 3.1444, loss: 3.1444, grad_norm: 1.6757 2021-01-20 19:00:36,091 - mmaction - INFO - Epoch [51][280/2147] lr: 1.818e-01, eta: 8 days, 13:01:39, time: 1.454, data_time: 0.005, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5661, loss_cls: 3.1586, loss: 3.1586, grad_norm: 1.6990 2021-01-20 19:01:08,344 - mmaction - INFO - Epoch [51][300/2147] lr: 1.818e-01, eta: 8 days, 13:01:01, time: 1.614, data_time: 0.004, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5607, loss_cls: 3.1525, loss: 3.1525, grad_norm: 1.7016 2021-01-20 19:01:40,311 - mmaction - INFO - Epoch [51][320/2147] lr: 1.818e-01, eta: 8 days, 13:00:15, time: 1.517, data_time: 0.006, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5621, loss_cls: 3.1569, loss: 3.1569, grad_norm: 1.6636 2021-01-20 19:02:12,388 - mmaction - INFO - Epoch [51][340/2147] lr: 1.818e-01, eta: 8 days, 12:59:42, time: 1.679, data_time: 0.107, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5647, loss_cls: 3.1870, loss: 3.1870, grad_norm: 1.6486 2021-01-20 19:02:44,973 - mmaction - INFO - Epoch [51][360/2147] lr: 1.818e-01, eta: 8 days, 12:59:06, time: 1.633, data_time: 0.008, memory: 16628, top1_acc: 0.3317, top5_acc: 0.5719, loss_cls: 3.1053, loss: 3.1053, grad_norm: 1.6589 2021-01-20 19:03:15,621 - mmaction - INFO - Epoch [51][380/2147] lr: 1.818e-01, eta: 8 days, 12:58:20, time: 1.525, data_time: 0.004, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5656, loss_cls: 3.1650, loss: 3.1650, grad_norm: 1.6777 2021-01-20 19:03:45,270 - mmaction - INFO - Epoch [51][400/2147] lr: 1.818e-01, eta: 8 days, 12:57:32, time: 1.491, data_time: 0.012, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5768, loss_cls: 3.1336, loss: 3.1336, grad_norm: 1.6624 2021-01-20 19:04:15,906 - mmaction - INFO - Epoch [51][420/2147] lr: 1.818e-01, eta: 8 days, 12:56:48, time: 1.531, data_time: 0.007, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5607, loss_cls: 3.1855, loss: 3.1855, grad_norm: 1.7129 2021-01-20 19:04:48,474 - mmaction - INFO - Epoch [51][440/2147] lr: 1.818e-01, eta: 8 days, 12:56:11, time: 1.627, data_time: 0.002, memory: 16628, top1_acc: 0.3250, top5_acc: 0.5808, loss_cls: 3.1167, loss: 3.1167, grad_norm: 1.6587 2021-01-20 19:05:18,883 - mmaction - INFO - Epoch [51][460/2147] lr: 1.818e-01, eta: 8 days, 12:55:25, time: 1.522, data_time: 0.004, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5594, loss_cls: 3.1812, loss: 3.1812, grad_norm: 1.7392 2021-01-20 19:05:50,229 - mmaction - INFO - Epoch [51][480/2147] lr: 1.818e-01, eta: 8 days, 12:54:43, time: 1.565, data_time: 0.003, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5634, loss_cls: 3.1949, loss: 3.1949, grad_norm: 1.7098 2021-01-20 19:06:20,419 - mmaction - INFO - Epoch [51][500/2147] lr: 1.818e-01, eta: 8 days, 12:53:57, time: 1.512, data_time: 0.005, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5679, loss_cls: 3.1730, loss: 3.1730, grad_norm: 1.6617 2021-01-20 19:06:50,470 - mmaction - INFO - Epoch [51][520/2147] lr: 1.818e-01, eta: 8 days, 12:53:10, time: 1.502, data_time: 0.002, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5647, loss_cls: 3.1746, loss: 3.1746, grad_norm: 1.6596 2021-01-20 19:07:19,361 - mmaction - INFO - Epoch [51][540/2147] lr: 1.818e-01, eta: 8 days, 12:52:18, time: 1.444, data_time: 0.002, memory: 16628, top1_acc: 0.2835, top5_acc: 0.5509, loss_cls: 3.2714, loss: 3.2714, grad_norm: 1.6845 2021-01-20 19:07:48,205 - mmaction - INFO - Epoch [51][560/2147] lr: 1.818e-01, eta: 8 days, 12:51:26, time: 1.440, data_time: 0.009, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5826, loss_cls: 3.1144, loss: 3.1144, grad_norm: 1.6503 2021-01-20 19:08:17,297 - mmaction - INFO - Epoch [51][580/2147] lr: 1.818e-01, eta: 8 days, 12:50:35, time: 1.456, data_time: 0.007, memory: 16628, top1_acc: 0.3085, top5_acc: 0.5687, loss_cls: 3.1808, loss: 3.1808, grad_norm: 1.6705 2021-01-20 19:08:46,388 - mmaction - INFO - Epoch [51][600/2147] lr: 1.818e-01, eta: 8 days, 12:49:44, time: 1.455, data_time: 0.003, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5772, loss_cls: 3.0964, loss: 3.0964, grad_norm: 1.6626 2021-01-20 19:09:18,554 - mmaction - INFO - Epoch [51][620/2147] lr: 1.818e-01, eta: 8 days, 12:49:05, time: 1.603, data_time: 0.005, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5679, loss_cls: 3.1577, loss: 3.1577, grad_norm: 1.6803 2021-01-20 19:09:48,655 - mmaction - INFO - Epoch [51][640/2147] lr: 1.818e-01, eta: 8 days, 12:48:19, time: 1.512, data_time: 0.016, memory: 16628, top1_acc: 0.2951, top5_acc: 0.5589, loss_cls: 3.1819, loss: 3.1819, grad_norm: 1.6981 2021-01-20 19:10:20,951 - mmaction - INFO - Epoch [51][660/2147] lr: 1.818e-01, eta: 8 days, 12:47:38, time: 1.573, data_time: 0.006, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5598, loss_cls: 3.1338, loss: 3.1338, grad_norm: 1.6447 2021-01-20 19:10:49,648 - mmaction - INFO - Epoch [51][680/2147] lr: 1.818e-01, eta: 8 days, 12:46:48, time: 1.477, data_time: 0.045, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5612, loss_cls: 3.1560, loss: 3.1560, grad_norm: 1.6568 2021-01-20 19:11:18,287 - mmaction - INFO - Epoch [51][700/2147] lr: 1.818e-01, eta: 8 days, 12:45:56, time: 1.433, data_time: 0.002, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5839, loss_cls: 3.1036, loss: 3.1036, grad_norm: 1.7041 2021-01-20 19:11:54,043 - mmaction - INFO - Epoch [51][720/2147] lr: 1.818e-01, eta: 8 days, 12:45:32, time: 1.785, data_time: 0.070, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5714, loss_cls: 3.1569, loss: 3.1569, grad_norm: 1.7097 2021-01-20 19:12:24,041 - mmaction - INFO - Epoch [51][740/2147] lr: 1.818e-01, eta: 8 days, 12:44:45, time: 1.503, data_time: 0.009, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5652, loss_cls: 3.1948, loss: 3.1948, grad_norm: 1.7006 2021-01-20 19:12:54,048 - mmaction - INFO - Epoch [51][760/2147] lr: 1.818e-01, eta: 8 days, 12:43:57, time: 1.491, data_time: 0.001, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5835, loss_cls: 3.1121, loss: 3.1121, grad_norm: 1.6557 2021-01-20 19:13:23,180 - mmaction - INFO - Epoch [51][780/2147] lr: 1.818e-01, eta: 8 days, 12:43:07, time: 1.466, data_time: 0.011, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5612, loss_cls: 3.1632, loss: 3.1632, grad_norm: 1.7087 2021-01-20 19:13:51,823 - mmaction - INFO - Epoch [51][800/2147] lr: 1.818e-01, eta: 8 days, 12:42:14, time: 1.431, data_time: 0.007, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5728, loss_cls: 3.1345, loss: 3.1345, grad_norm: 1.6823 2021-01-20 19:14:21,283 - mmaction - INFO - Epoch [51][820/2147] lr: 1.818e-01, eta: 8 days, 12:41:25, time: 1.474, data_time: 0.004, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5589, loss_cls: 3.1939, loss: 3.1939, grad_norm: 1.6616 2021-01-20 19:14:50,194 - mmaction - INFO - Epoch [51][840/2147] lr: 1.818e-01, eta: 8 days, 12:40:33, time: 1.445, data_time: 0.003, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5759, loss_cls: 3.1310, loss: 3.1310, grad_norm: 1.6647 2021-01-20 19:15:19,131 - mmaction - INFO - Epoch [51][860/2147] lr: 1.818e-01, eta: 8 days, 12:39:41, time: 1.448, data_time: 0.002, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5531, loss_cls: 3.2090, loss: 3.2090, grad_norm: 1.6515 2021-01-20 19:15:49,460 - mmaction - INFO - Epoch [51][880/2147] lr: 1.818e-01, eta: 8 days, 12:38:55, time: 1.510, data_time: 0.001, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5696, loss_cls: 3.1685, loss: 3.1685, grad_norm: 1.6706 2021-01-20 19:16:18,964 - mmaction - INFO - Epoch [51][900/2147] lr: 1.818e-01, eta: 8 days, 12:38:06, time: 1.479, data_time: 0.010, memory: 16628, top1_acc: 0.3085, top5_acc: 0.5701, loss_cls: 3.2122, loss: 3.2122, grad_norm: 1.6694 2021-01-20 19:17:05,962 - mmaction - INFO - Epoch [51][920/2147] lr: 1.818e-01, eta: 8 days, 12:38:27, time: 2.339, data_time: 0.006, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5777, loss_cls: 3.1170, loss: 3.1170, grad_norm: 1.6383 2021-01-20 19:17:36,816 - mmaction - INFO - Epoch [51][940/2147] lr: 1.818e-01, eta: 8 days, 12:37:45, time: 1.553, data_time: 0.020, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5696, loss_cls: 3.1307, loss: 3.1307, grad_norm: 1.6698 2021-01-20 19:18:05,628 - mmaction - INFO - Epoch [51][960/2147] lr: 1.818e-01, eta: 8 days, 12:36:53, time: 1.442, data_time: 0.005, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5714, loss_cls: 3.1491, loss: 3.1491, grad_norm: 1.6565 2021-01-20 19:18:34,856 - mmaction - INFO - Epoch [51][980/2147] lr: 1.818e-01, eta: 8 days, 12:36:02, time: 1.460, data_time: 0.010, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5741, loss_cls: 3.1307, loss: 3.1307, grad_norm: 1.7056 2021-01-20 19:19:06,464 - mmaction - INFO - Epoch [51][1000/2147] lr: 1.818e-01, eta: 8 days, 12:35:22, time: 1.582, data_time: 0.009, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5817, loss_cls: 3.1077, loss: 3.1077, grad_norm: 1.6854 2021-01-20 19:19:37,813 - mmaction - INFO - Epoch [51][1020/2147] lr: 1.818e-01, eta: 8 days, 12:34:40, time: 1.566, data_time: 0.003, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5844, loss_cls: 3.1312, loss: 3.1312, grad_norm: 1.6886 2021-01-20 19:20:09,097 - mmaction - INFO - Epoch [51][1040/2147] lr: 1.818e-01, eta: 8 days, 12:33:58, time: 1.564, data_time: 0.006, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5661, loss_cls: 3.1419, loss: 3.1419, grad_norm: 1.6567 2021-01-20 19:20:38,315 - mmaction - INFO - Epoch [51][1060/2147] lr: 1.818e-01, eta: 8 days, 12:33:08, time: 1.458, data_time: 0.013, memory: 16628, top1_acc: 0.3299, top5_acc: 0.5795, loss_cls: 3.1124, loss: 3.1124, grad_norm: 1.6868 2021-01-20 19:21:09,616 - mmaction - INFO - Epoch [51][1080/2147] lr: 1.818e-01, eta: 8 days, 12:32:26, time: 1.570, data_time: 0.012, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5692, loss_cls: 3.1960, loss: 3.1960, grad_norm: 1.6905 2021-01-20 19:21:44,595 - mmaction - INFO - Epoch [51][1100/2147] lr: 1.818e-01, eta: 8 days, 12:31:59, time: 1.743, data_time: 0.002, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5540, loss_cls: 3.2044, loss: 3.2044, grad_norm: 1.6565 2021-01-20 19:22:13,334 - mmaction - INFO - Epoch [51][1120/2147] lr: 1.818e-01, eta: 8 days, 12:31:07, time: 1.443, data_time: 0.011, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5839, loss_cls: 3.1509, loss: 3.1509, grad_norm: 1.6828 2021-01-20 19:22:46,547 - mmaction - INFO - Epoch [51][1140/2147] lr: 1.818e-01, eta: 8 days, 12:30:33, time: 1.659, data_time: 0.007, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5652, loss_cls: 3.1402, loss: 3.1402, grad_norm: 1.6696 2021-01-20 19:23:15,721 - mmaction - INFO - Epoch [51][1160/2147] lr: 1.818e-01, eta: 8 days, 12:29:42, time: 1.459, data_time: 0.007, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5687, loss_cls: 3.1533, loss: 3.1533, grad_norm: 1.6883 2021-01-20 19:23:44,514 - mmaction - INFO - Epoch [51][1180/2147] lr: 1.818e-01, eta: 8 days, 12:28:50, time: 1.440, data_time: 0.004, memory: 16628, top1_acc: 0.3420, top5_acc: 0.5897, loss_cls: 3.0483, loss: 3.0483, grad_norm: 1.6611 2021-01-20 19:24:15,584 - mmaction - INFO - Epoch [51][1200/2147] lr: 1.818e-01, eta: 8 days, 12:28:07, time: 1.547, data_time: 0.006, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5625, loss_cls: 3.1867, loss: 3.1867, grad_norm: 1.6597 2021-01-20 19:24:53,304 - mmaction - INFO - Epoch [51][1220/2147] lr: 1.818e-01, eta: 8 days, 12:27:51, time: 1.878, data_time: 0.014, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5719, loss_cls: 3.1996, loss: 3.1996, grad_norm: 1.6535 2021-01-20 19:25:25,259 - mmaction - INFO - Epoch [51][1240/2147] lr: 1.818e-01, eta: 8 days, 12:27:12, time: 1.608, data_time: 0.021, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5629, loss_cls: 3.1690, loss: 3.1690, grad_norm: 1.6948 2021-01-20 19:25:54,015 - mmaction - INFO - Epoch [51][1260/2147] lr: 1.818e-01, eta: 8 days, 12:26:21, time: 1.443, data_time: 0.008, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5634, loss_cls: 3.1707, loss: 3.1707, grad_norm: 1.6450 2021-01-20 19:26:22,875 - mmaction - INFO - Epoch [51][1280/2147] lr: 1.818e-01, eta: 8 days, 12:25:29, time: 1.442, data_time: 0.002, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5679, loss_cls: 3.1809, loss: 3.1809, grad_norm: 1.6783 2021-01-20 19:26:54,491 - mmaction - INFO - Epoch [51][1300/2147] lr: 1.818e-01, eta: 8 days, 12:24:48, time: 1.581, data_time: 0.013, memory: 16628, top1_acc: 0.3379, top5_acc: 0.5839, loss_cls: 3.0887, loss: 3.0887, grad_norm: 1.6738 2021-01-20 19:27:25,068 - mmaction - INFO - Epoch [51][1320/2147] lr: 1.818e-01, eta: 8 days, 12:24:04, time: 1.529, data_time: 0.004, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5804, loss_cls: 3.1780, loss: 3.1780, grad_norm: 1.6798 2021-01-20 19:27:54,057 - mmaction - INFO - Epoch [51][1340/2147] lr: 1.818e-01, eta: 8 days, 12:23:12, time: 1.446, data_time: 0.002, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5661, loss_cls: 3.1650, loss: 3.1650, grad_norm: 1.6959 2021-01-20 19:28:24,708 - mmaction - INFO - Epoch [51][1360/2147] lr: 1.818e-01, eta: 8 days, 12:22:28, time: 1.533, data_time: 0.007, memory: 16628, top1_acc: 0.2955, top5_acc: 0.5585, loss_cls: 3.2305, loss: 3.2305, grad_norm: 1.6544 2021-01-20 19:28:53,604 - mmaction - INFO - Epoch [51][1380/2147] lr: 1.818e-01, eta: 8 days, 12:21:37, time: 1.447, data_time: 0.006, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5634, loss_cls: 3.2298, loss: 3.2298, grad_norm: 1.6913 2021-01-20 19:29:23,910 - mmaction - INFO - Epoch [51][1400/2147] lr: 1.818e-01, eta: 8 days, 12:20:51, time: 1.516, data_time: 0.002, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5634, loss_cls: 3.1718, loss: 3.1718, grad_norm: 1.6406 2021-01-20 19:29:56,364 - mmaction - INFO - Epoch [51][1420/2147] lr: 1.818e-01, eta: 8 days, 12:20:13, time: 1.616, data_time: 0.002, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5687, loss_cls: 3.1663, loss: 3.1663, grad_norm: 1.6701 2021-01-20 19:30:27,861 - mmaction - INFO - Epoch [51][1440/2147] lr: 1.818e-01, eta: 8 days, 12:19:32, time: 1.578, data_time: 0.008, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5585, loss_cls: 3.1922, loss: 3.1922, grad_norm: 1.6772 2021-01-20 19:30:56,980 - mmaction - INFO - Epoch [51][1460/2147] lr: 1.818e-01, eta: 8 days, 12:18:42, time: 1.457, data_time: 0.006, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5763, loss_cls: 3.0757, loss: 3.0757, grad_norm: 1.6974 2021-01-20 19:31:26,085 - mmaction - INFO - Epoch [51][1480/2147] lr: 1.818e-01, eta: 8 days, 12:17:51, time: 1.450, data_time: 0.004, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5665, loss_cls: 3.1865, loss: 3.1865, grad_norm: 1.6787 2021-01-20 19:32:02,051 - mmaction - INFO - Epoch [51][1500/2147] lr: 1.818e-01, eta: 8 days, 12:17:28, time: 1.802, data_time: 0.010, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5527, loss_cls: 3.1618, loss: 3.1618, grad_norm: 1.6508 2021-01-20 19:32:32,422 - mmaction - INFO - Epoch [51][1520/2147] lr: 1.818e-01, eta: 8 days, 12:16:43, time: 1.521, data_time: 0.005, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5625, loss_cls: 3.1873, loss: 3.1873, grad_norm: 1.6842 2021-01-20 19:33:01,476 - mmaction - INFO - Epoch [51][1540/2147] lr: 1.818e-01, eta: 8 days, 12:15:52, time: 1.454, data_time: 0.006, memory: 16628, top1_acc: 0.2969, top5_acc: 0.5491, loss_cls: 3.2431, loss: 3.2431, grad_norm: 1.6581 2021-01-20 19:33:30,640 - mmaction - INFO - Epoch [51][1560/2147] lr: 1.818e-01, eta: 8 days, 12:15:02, time: 1.454, data_time: 0.002, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5679, loss_cls: 3.1237, loss: 3.1237, grad_norm: 1.6457 2021-01-20 19:34:03,541 - mmaction - INFO - Epoch [51][1580/2147] lr: 1.818e-01, eta: 8 days, 12:14:26, time: 1.642, data_time: 0.007, memory: 16628, top1_acc: 0.2955, top5_acc: 0.5379, loss_cls: 3.2301, loss: 3.2301, grad_norm: 1.6880 2021-01-20 19:34:33,920 - mmaction - INFO - Epoch [51][1600/2147] lr: 1.818e-01, eta: 8 days, 12:13:41, time: 1.526, data_time: 0.010, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5580, loss_cls: 3.1380, loss: 3.1380, grad_norm: 1.6598 2021-01-20 19:35:05,178 - mmaction - INFO - Epoch [51][1620/2147] lr: 1.818e-01, eta: 8 days, 12:12:59, time: 1.560, data_time: 0.003, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5750, loss_cls: 3.1003, loss: 3.1003, grad_norm: 1.6817 2021-01-20 19:35:34,109 - mmaction - INFO - Epoch [51][1640/2147] lr: 1.818e-01, eta: 8 days, 12:12:08, time: 1.450, data_time: 0.006, memory: 16628, top1_acc: 0.3085, top5_acc: 0.5589, loss_cls: 3.2042, loss: 3.2042, grad_norm: 1.6900 2021-01-20 19:36:03,195 - mmaction - INFO - Epoch [51][1660/2147] lr: 1.818e-01, eta: 8 days, 12:11:17, time: 1.454, data_time: 0.002, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5652, loss_cls: 3.1913, loss: 3.1913, grad_norm: 1.6487 2021-01-20 19:36:36,115 - mmaction - INFO - Epoch [51][1680/2147] lr: 1.818e-01, eta: 8 days, 12:10:42, time: 1.644, data_time: 0.002, memory: 16628, top1_acc: 0.2955, top5_acc: 0.5665, loss_cls: 3.1916, loss: 3.1916, grad_norm: 1.7332 2021-01-20 19:37:07,617 - mmaction - INFO - Epoch [51][1700/2147] lr: 1.818e-01, eta: 8 days, 12:10:01, time: 1.576, data_time: 0.005, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5759, loss_cls: 3.1164, loss: 3.1164, grad_norm: 1.7182 2021-01-20 19:37:37,123 - mmaction - INFO - Epoch [51][1720/2147] lr: 1.818e-01, eta: 8 days, 12:09:12, time: 1.476, data_time: 0.002, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5616, loss_cls: 3.1699, loss: 3.1699, grad_norm: 1.6711 2021-01-20 19:38:06,631 - mmaction - INFO - Epoch [51][1740/2147] lr: 1.818e-01, eta: 8 days, 12:08:23, time: 1.475, data_time: 0.004, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5728, loss_cls: 3.1549, loss: 3.1549, grad_norm: 1.6635 2021-01-20 19:38:37,366 - mmaction - INFO - Epoch [51][1760/2147] lr: 1.818e-01, eta: 8 days, 12:07:39, time: 1.537, data_time: 0.005, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5621, loss_cls: 3.1656, loss: 3.1656, grad_norm: 1.6942 2021-01-20 19:39:07,523 - mmaction - INFO - Epoch [51][1780/2147] lr: 1.818e-01, eta: 8 days, 12:06:53, time: 1.509, data_time: 0.005, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5554, loss_cls: 3.2009, loss: 3.2009, grad_norm: 1.7150 2021-01-20 19:39:36,883 - mmaction - INFO - Epoch [51][1800/2147] lr: 1.818e-01, eta: 8 days, 12:06:03, time: 1.466, data_time: 0.002, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5536, loss_cls: 3.2393, loss: 3.2393, grad_norm: 1.6918 2021-01-20 19:40:07,046 - mmaction - INFO - Epoch [51][1820/2147] lr: 1.818e-01, eta: 8 days, 12:05:17, time: 1.509, data_time: 0.007, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5683, loss_cls: 3.1688, loss: 3.1688, grad_norm: 1.6799 2021-01-20 19:40:35,774 - mmaction - INFO - Epoch [51][1840/2147] lr: 1.818e-01, eta: 8 days, 12:04:25, time: 1.438, data_time: 0.004, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5464, loss_cls: 3.1702, loss: 3.1702, grad_norm: 1.6490 2021-01-20 19:41:05,396 - mmaction - INFO - Epoch [51][1860/2147] lr: 1.818e-01, eta: 8 days, 12:03:37, time: 1.479, data_time: 0.006, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5634, loss_cls: 3.1521, loss: 3.1521, grad_norm: 1.7059 2021-01-20 19:41:34,188 - mmaction - INFO - Epoch [51][1880/2147] lr: 1.818e-01, eta: 8 days, 12:02:45, time: 1.438, data_time: 0.004, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5643, loss_cls: 3.1535, loss: 3.1535, grad_norm: 1.6847 2021-01-20 19:42:04,711 - mmaction - INFO - Epoch [51][1900/2147] lr: 1.818e-01, eta: 8 days, 12:02:00, time: 1.529, data_time: 0.006, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5701, loss_cls: 3.1449, loss: 3.1449, grad_norm: 1.6605 2021-01-20 19:42:33,851 - mmaction - INFO - Epoch [51][1920/2147] lr: 1.818e-01, eta: 8 days, 12:01:10, time: 1.456, data_time: 0.003, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5719, loss_cls: 3.1609, loss: 3.1609, grad_norm: 1.6842 2021-01-20 19:43:04,173 - mmaction - INFO - Epoch [51][1940/2147] lr: 1.818e-01, eta: 8 days, 12:00:24, time: 1.514, data_time: 0.010, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5652, loss_cls: 3.1425, loss: 3.1425, grad_norm: 1.6841 2021-01-20 19:43:33,201 - mmaction - INFO - Epoch [51][1960/2147] lr: 1.818e-01, eta: 8 days, 11:59:33, time: 1.453, data_time: 0.006, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5687, loss_cls: 3.1541, loss: 3.1541, grad_norm: 1.6905 2021-01-20 19:44:01,797 - mmaction - INFO - Epoch [51][1980/2147] lr: 1.818e-01, eta: 8 days, 11:58:41, time: 1.431, data_time: 0.004, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5571, loss_cls: 3.1518, loss: 3.1518, grad_norm: 1.7034 2021-01-20 19:44:30,206 - mmaction - INFO - Epoch [51][2000/2147] lr: 1.818e-01, eta: 8 days, 11:57:48, time: 1.421, data_time: 0.003, memory: 16628, top1_acc: 0.2946, top5_acc: 0.5375, loss_cls: 3.2604, loss: 3.2604, grad_norm: 1.7009 2021-01-20 19:44:59,189 - mmaction - INFO - Epoch [51][2020/2147] lr: 1.818e-01, eta: 8 days, 11:56:57, time: 1.448, data_time: 0.007, memory: 16628, top1_acc: 0.3013, top5_acc: 0.5741, loss_cls: 3.1707, loss: 3.1707, grad_norm: 1.6396 2021-01-20 19:45:27,597 - mmaction - INFO - Epoch [51][2040/2147] lr: 1.818e-01, eta: 8 days, 11:56:04, time: 1.421, data_time: 0.003, memory: 16628, top1_acc: 0.3085, top5_acc: 0.5701, loss_cls: 3.1555, loss: 3.1555, grad_norm: 1.6088 2021-01-20 19:45:56,152 - mmaction - INFO - Epoch [51][2060/2147] lr: 1.818e-01, eta: 8 days, 11:55:11, time: 1.426, data_time: 0.002, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5406, loss_cls: 3.2827, loss: 3.2827, grad_norm: 1.6752 2021-01-20 19:46:27,015 - mmaction - INFO - Epoch [51][2080/2147] lr: 1.818e-01, eta: 8 days, 11:54:27, time: 1.540, data_time: 0.003, memory: 16628, top1_acc: 0.3451, top5_acc: 0.5902, loss_cls: 3.0969, loss: 3.0969, grad_norm: 1.6235 2021-01-20 19:46:56,701 - mmaction - INFO - Epoch [51][2100/2147] lr: 1.818e-01, eta: 8 days, 11:53:39, time: 1.487, data_time: 0.009, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5987, loss_cls: 3.0934, loss: 3.0934, grad_norm: 1.6890 2021-01-20 19:47:26,382 - mmaction - INFO - Epoch [51][2120/2147] lr: 1.818e-01, eta: 8 days, 11:52:51, time: 1.486, data_time: 0.006, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5674, loss_cls: 3.1617, loss: 3.1617, grad_norm: 1.6458 2021-01-20 19:47:57,710 - mmaction - INFO - Epoch [51][2140/2147] lr: 1.818e-01, eta: 8 days, 11:52:10, time: 1.565, data_time: 0.002, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5496, loss_cls: 3.2273, loss: 3.2273, grad_norm: 1.6652 2021-01-20 19:52:55,011 - mmaction - INFO - Epoch [52][20/2147] lr: 1.810e-01, eta: 8 days, 12:06:38, time: 13.614, data_time: 11.992, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5705, loss_cls: 3.1009, loss: 3.1009, grad_norm: 1.6523 2021-01-20 19:53:25,985 - mmaction - INFO - Epoch [52][40/2147] lr: 1.810e-01, eta: 8 days, 12:05:55, time: 1.549, data_time: 0.009, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5812, loss_cls: 3.0780, loss: 3.0780, grad_norm: 1.6687 2021-01-20 19:53:55,554 - mmaction - INFO - Epoch [52][60/2147] lr: 1.810e-01, eta: 8 days, 12:05:06, time: 1.477, data_time: 0.004, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5710, loss_cls: 3.1781, loss: 3.1781, grad_norm: 1.7122 2021-01-20 19:54:26,671 - mmaction - INFO - Epoch [52][80/2147] lr: 1.810e-01, eta: 8 days, 12:04:24, time: 1.556, data_time: 0.007, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5875, loss_cls: 3.0959, loss: 3.0959, grad_norm: 1.6902 2021-01-20 19:55:03,379 - mmaction - INFO - Epoch [52][100/2147] lr: 1.810e-01, eta: 8 days, 12:04:04, time: 1.837, data_time: 0.008, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5687, loss_cls: 3.1251, loss: 3.1251, grad_norm: 1.6505 2021-01-20 19:55:32,192 - mmaction - INFO - Epoch [52][120/2147] lr: 1.810e-01, eta: 8 days, 12:03:12, time: 1.439, data_time: 0.007, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5674, loss_cls: 3.1389, loss: 3.1389, grad_norm: 1.7055 2021-01-20 19:56:01,048 - mmaction - INFO - Epoch [52][140/2147] lr: 1.810e-01, eta: 8 days, 12:02:20, time: 1.445, data_time: 0.004, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5638, loss_cls: 3.1684, loss: 3.1684, grad_norm: 1.6709 2021-01-20 19:56:30,109 - mmaction - INFO - Epoch [52][160/2147] lr: 1.810e-01, eta: 8 days, 12:01:29, time: 1.451, data_time: 0.003, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5804, loss_cls: 3.0938, loss: 3.0938, grad_norm: 1.6721 2021-01-20 19:56:58,935 - mmaction - INFO - Epoch [52][180/2147] lr: 1.810e-01, eta: 8 days, 12:00:38, time: 1.443, data_time: 0.005, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5656, loss_cls: 3.1515, loss: 3.1515, grad_norm: 1.6522 2021-01-20 19:57:28,237 - mmaction - INFO - Epoch [52][200/2147] lr: 1.810e-01, eta: 8 days, 11:59:48, time: 1.464, data_time: 0.004, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5741, loss_cls: 3.1346, loss: 3.1346, grad_norm: 1.6739 2021-01-20 19:57:58,497 - mmaction - INFO - Epoch [52][220/2147] lr: 1.810e-01, eta: 8 days, 11:59:02, time: 1.512, data_time: 0.005, memory: 16628, top1_acc: 0.3013, top5_acc: 0.5500, loss_cls: 3.2234, loss: 3.2234, grad_norm: 1.7179 2021-01-20 19:58:27,514 - mmaction - INFO - Epoch [52][240/2147] lr: 1.810e-01, eta: 8 days, 11:58:11, time: 1.451, data_time: 0.008, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5701, loss_cls: 3.1208, loss: 3.1208, grad_norm: 1.6358 2021-01-20 19:58:56,248 - mmaction - INFO - Epoch [52][260/2147] lr: 1.810e-01, eta: 8 days, 11:57:19, time: 1.437, data_time: 0.006, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5652, loss_cls: 3.1612, loss: 3.1612, grad_norm: 1.6739 2021-01-20 19:59:25,148 - mmaction - INFO - Epoch [52][280/2147] lr: 1.810e-01, eta: 8 days, 11:56:28, time: 1.446, data_time: 0.007, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5603, loss_cls: 3.1313, loss: 3.1313, grad_norm: 1.6428 2021-01-20 19:59:54,965 - mmaction - INFO - Epoch [52][300/2147] lr: 1.810e-01, eta: 8 days, 11:55:40, time: 1.490, data_time: 0.001, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5754, loss_cls: 3.1153, loss: 3.1153, grad_norm: 1.6953 2021-01-20 20:00:23,587 - mmaction - INFO - Epoch [52][320/2147] lr: 1.810e-01, eta: 8 days, 11:54:48, time: 1.429, data_time: 0.002, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5732, loss_cls: 3.1503, loss: 3.1503, grad_norm: 1.7193 2021-01-20 20:00:52,324 - mmaction - INFO - Epoch [52][340/2147] lr: 1.810e-01, eta: 8 days, 11:53:56, time: 1.439, data_time: 0.004, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5638, loss_cls: 3.1535, loss: 3.1535, grad_norm: 1.6967 2021-01-20 20:01:22,231 - mmaction - INFO - Epoch [52][360/2147] lr: 1.810e-01, eta: 8 days, 11:53:08, time: 1.495, data_time: 0.004, memory: 16628, top1_acc: 0.2982, top5_acc: 0.5513, loss_cls: 3.2431, loss: 3.2431, grad_norm: 1.6854 2021-01-20 20:01:57,490 - mmaction - INFO - Epoch [52][380/2147] lr: 1.810e-01, eta: 8 days, 11:52:42, time: 1.761, data_time: 0.005, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5772, loss_cls: 3.1091, loss: 3.1091, grad_norm: 1.6630 2021-01-20 20:02:29,029 - mmaction - INFO - Epoch [52][400/2147] lr: 1.810e-01, eta: 8 days, 11:52:02, time: 1.575, data_time: 0.012, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5629, loss_cls: 3.1891, loss: 3.1891, grad_norm: 1.6898 2021-01-20 20:02:59,179 - mmaction - INFO - Epoch [52][420/2147] lr: 1.810e-01, eta: 8 days, 11:51:16, time: 1.512, data_time: 0.007, memory: 16628, top1_acc: 0.2924, top5_acc: 0.5451, loss_cls: 3.2412, loss: 3.2412, grad_norm: 1.6839 2021-01-20 20:03:29,677 - mmaction - INFO - Epoch [52][440/2147] lr: 1.810e-01, eta: 8 days, 11:50:31, time: 1.524, data_time: 0.006, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5714, loss_cls: 3.1594, loss: 3.1594, grad_norm: 1.6879 2021-01-20 20:04:00,367 - mmaction - INFO - Epoch [52][460/2147] lr: 1.810e-01, eta: 8 days, 11:49:46, time: 1.536, data_time: 0.004, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5728, loss_cls: 3.1129, loss: 3.1129, grad_norm: 1.6728 2021-01-20 20:04:28,976 - mmaction - INFO - Epoch [52][480/2147] lr: 1.810e-01, eta: 8 days, 11:48:54, time: 1.430, data_time: 0.002, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5750, loss_cls: 3.1793, loss: 3.1793, grad_norm: 1.7332 2021-01-20 20:04:57,661 - mmaction - INFO - Epoch [52][500/2147] lr: 1.810e-01, eta: 8 days, 11:48:02, time: 1.435, data_time: 0.003, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5808, loss_cls: 3.1155, loss: 3.1155, grad_norm: 1.6804 2021-01-20 20:05:27,856 - mmaction - INFO - Epoch [52][520/2147] lr: 1.810e-01, eta: 8 days, 11:47:16, time: 1.507, data_time: 0.003, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5830, loss_cls: 3.1215, loss: 3.1215, grad_norm: 1.7062 2021-01-20 20:05:58,982 - mmaction - INFO - Epoch [52][540/2147] lr: 1.810e-01, eta: 8 days, 11:46:33, time: 1.552, data_time: 0.008, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5460, loss_cls: 3.2198, loss: 3.2198, grad_norm: 1.6806 2021-01-20 20:06:29,182 - mmaction - INFO - Epoch [52][560/2147] lr: 1.810e-01, eta: 8 days, 11:45:47, time: 1.515, data_time: 0.008, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5647, loss_cls: 3.1765, loss: 3.1765, grad_norm: 1.7034 2021-01-20 20:07:03,328 - mmaction - INFO - Epoch [52][580/2147] lr: 1.810e-01, eta: 8 days, 11:45:17, time: 1.707, data_time: 0.003, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5808, loss_cls: 3.1236, loss: 3.1236, grad_norm: 1.6273 2021-01-20 20:07:31,982 - mmaction - INFO - Epoch [52][600/2147] lr: 1.810e-01, eta: 8 days, 11:44:25, time: 1.433, data_time: 0.004, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5786, loss_cls: 3.0651, loss: 3.0651, grad_norm: 1.7375 2021-01-20 20:08:03,015 - mmaction - INFO - Epoch [52][620/2147] lr: 1.810e-01, eta: 8 days, 11:43:42, time: 1.552, data_time: 0.002, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5616, loss_cls: 3.2353, loss: 3.2353, grad_norm: 1.6346 2021-01-20 20:08:33,022 - mmaction - INFO - Epoch [52][640/2147] lr: 1.810e-01, eta: 8 days, 11:42:55, time: 1.500, data_time: 0.004, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5616, loss_cls: 3.2332, loss: 3.2332, grad_norm: 1.6990 2021-01-20 20:09:03,033 - mmaction - INFO - Epoch [52][660/2147] lr: 1.810e-01, eta: 8 days, 11:42:08, time: 1.499, data_time: 0.003, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5571, loss_cls: 3.1630, loss: 3.1630, grad_norm: 1.7068 2021-01-20 20:09:32,674 - mmaction - INFO - Epoch [52][680/2147] lr: 1.810e-01, eta: 8 days, 11:41:20, time: 1.485, data_time: 0.012, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5696, loss_cls: 3.1677, loss: 3.1677, grad_norm: 1.6905 2021-01-20 20:10:02,671 - mmaction - INFO - Epoch [52][700/2147] lr: 1.810e-01, eta: 8 days, 11:40:33, time: 1.499, data_time: 0.001, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5759, loss_cls: 3.1371, loss: 3.1371, grad_norm: 1.6553 2021-01-20 20:10:33,843 - mmaction - INFO - Epoch [52][720/2147] lr: 1.810e-01, eta: 8 days, 11:39:51, time: 1.558, data_time: 0.018, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5629, loss_cls: 3.1807, loss: 3.1807, grad_norm: 1.6724 2021-01-20 20:11:04,820 - mmaction - INFO - Epoch [52][740/2147] lr: 1.810e-01, eta: 8 days, 11:39:08, time: 1.549, data_time: 0.003, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5705, loss_cls: 3.1646, loss: 3.1646, grad_norm: 1.6876 2021-01-20 20:11:36,233 - mmaction - INFO - Epoch [52][760/2147] lr: 1.810e-01, eta: 8 days, 11:38:27, time: 1.571, data_time: 0.135, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5696, loss_cls: 3.1793, loss: 3.1793, grad_norm: 1.6767 2021-01-20 20:12:13,006 - mmaction - INFO - Epoch [52][780/2147] lr: 1.810e-01, eta: 8 days, 11:38:07, time: 1.837, data_time: 0.008, memory: 16628, top1_acc: 0.3018, top5_acc: 0.5665, loss_cls: 3.1749, loss: 3.1749, grad_norm: 1.6541 2021-01-20 20:12:43,308 - mmaction - INFO - Epoch [52][800/2147] lr: 1.810e-01, eta: 8 days, 11:37:22, time: 1.516, data_time: 0.006, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5723, loss_cls: 3.1603, loss: 3.1603, grad_norm: 1.6544 2021-01-20 20:13:11,700 - mmaction - INFO - Epoch [52][820/2147] lr: 1.810e-01, eta: 8 days, 11:36:29, time: 1.420, data_time: 0.002, memory: 16628, top1_acc: 0.3000, top5_acc: 0.5612, loss_cls: 3.1885, loss: 3.1885, grad_norm: 1.7063 2021-01-20 20:13:40,524 - mmaction - INFO - Epoch [52][840/2147] lr: 1.810e-01, eta: 8 days, 11:35:37, time: 1.439, data_time: 0.005, memory: 16628, top1_acc: 0.3308, top5_acc: 0.5781, loss_cls: 3.1013, loss: 3.1013, grad_norm: 1.6734 2021-01-20 20:14:09,264 - mmaction - INFO - Epoch [52][860/2147] lr: 1.810e-01, eta: 8 days, 11:34:45, time: 1.440, data_time: 0.008, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5768, loss_cls: 3.1255, loss: 3.1255, grad_norm: 1.7121 2021-01-20 20:14:37,950 - mmaction - INFO - Epoch [52][880/2147] lr: 1.810e-01, eta: 8 days, 11:33:53, time: 1.433, data_time: 0.002, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5857, loss_cls: 3.1096, loss: 3.1096, grad_norm: 1.6307 2021-01-20 20:15:07,172 - mmaction - INFO - Epoch [52][900/2147] lr: 1.810e-01, eta: 8 days, 11:33:03, time: 1.462, data_time: 0.005, memory: 16628, top1_acc: 0.3013, top5_acc: 0.5563, loss_cls: 3.1945, loss: 3.1945, grad_norm: 1.6863 2021-01-20 20:15:37,384 - mmaction - INFO - Epoch [52][920/2147] lr: 1.810e-01, eta: 8 days, 11:32:18, time: 1.511, data_time: 0.004, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5732, loss_cls: 3.1525, loss: 3.1525, grad_norm: 1.6794 2021-01-20 20:16:05,975 - mmaction - INFO - Epoch [52][940/2147] lr: 1.810e-01, eta: 8 days, 11:31:25, time: 1.430, data_time: 0.003, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5768, loss_cls: 3.1398, loss: 3.1398, grad_norm: 1.6750 2021-01-20 20:16:36,560 - mmaction - INFO - Epoch [52][960/2147] lr: 1.810e-01, eta: 8 days, 11:30:41, time: 1.526, data_time: 0.002, memory: 16628, top1_acc: 0.3085, top5_acc: 0.5661, loss_cls: 3.1699, loss: 3.1699, grad_norm: 1.7047 2021-01-20 20:17:05,148 - mmaction - INFO - Epoch [52][980/2147] lr: 1.810e-01, eta: 8 days, 11:29:48, time: 1.431, data_time: 0.008, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5710, loss_cls: 3.1872, loss: 3.1872, grad_norm: 1.6346 2021-01-20 20:17:34,808 - mmaction - INFO - Epoch [52][1000/2147] lr: 1.810e-01, eta: 8 days, 11:29:00, time: 1.483, data_time: 0.005, memory: 16628, top1_acc: 0.3281, top5_acc: 0.5768, loss_cls: 3.1454, loss: 3.1454, grad_norm: 1.6487 2021-01-20 20:18:03,479 - mmaction - INFO - Epoch [52][1020/2147] lr: 1.810e-01, eta: 8 days, 11:28:08, time: 1.434, data_time: 0.002, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5612, loss_cls: 3.2063, loss: 3.2063, grad_norm: 1.7013 2021-01-20 20:18:31,927 - mmaction - INFO - Epoch [52][1040/2147] lr: 1.810e-01, eta: 8 days, 11:27:15, time: 1.422, data_time: 0.002, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5790, loss_cls: 3.0978, loss: 3.0978, grad_norm: 1.6775 2021-01-20 20:19:02,735 - mmaction - INFO - Epoch [52][1060/2147] lr: 1.810e-01, eta: 8 days, 11:26:32, time: 1.538, data_time: 0.003, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5634, loss_cls: 3.2087, loss: 3.2087, grad_norm: 1.6877 2021-01-20 20:19:32,572 - mmaction - INFO - Epoch [52][1080/2147] lr: 1.810e-01, eta: 8 days, 11:25:44, time: 1.489, data_time: 0.011, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5786, loss_cls: 3.1297, loss: 3.1297, grad_norm: 1.6900 2021-01-20 20:20:04,952 - mmaction - INFO - Epoch [52][1100/2147] lr: 1.810e-01, eta: 8 days, 11:25:07, time: 1.624, data_time: 0.008, memory: 16628, top1_acc: 0.2942, top5_acc: 0.5621, loss_cls: 3.1905, loss: 3.1905, grad_norm: 1.7084 2021-01-20 20:20:33,463 - mmaction - INFO - Epoch [52][1120/2147] lr: 1.810e-01, eta: 8 days, 11:24:15, time: 1.423, data_time: 0.003, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5589, loss_cls: 3.1671, loss: 3.1671, grad_norm: 1.6448 2021-01-20 20:21:04,420 - mmaction - INFO - Epoch [52][1140/2147] lr: 1.810e-01, eta: 8 days, 11:23:32, time: 1.549, data_time: 0.006, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5754, loss_cls: 3.1249, loss: 3.1249, grad_norm: 1.7163 2021-01-20 20:21:35,531 - mmaction - INFO - Epoch [52][1160/2147] lr: 1.810e-01, eta: 8 days, 11:22:49, time: 1.555, data_time: 0.011, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5625, loss_cls: 3.1847, loss: 3.1847, grad_norm: 1.6460 2021-01-20 20:22:05,022 - mmaction - INFO - Epoch [52][1180/2147] lr: 1.810e-01, eta: 8 days, 11:22:01, time: 1.476, data_time: 0.008, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5804, loss_cls: 3.0796, loss: 3.0796, grad_norm: 1.6638 2021-01-20 20:22:34,421 - mmaction - INFO - Epoch [52][1200/2147] lr: 1.810e-01, eta: 8 days, 11:21:11, time: 1.464, data_time: 0.003, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5692, loss_cls: 3.1113, loss: 3.1113, grad_norm: 1.6520 2021-01-20 20:23:03,764 - mmaction - INFO - Epoch [52][1220/2147] lr: 1.810e-01, eta: 8 days, 11:20:23, time: 1.474, data_time: 0.011, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5781, loss_cls: 3.1033, loss: 3.1033, grad_norm: 1.7098 2021-01-20 20:23:34,092 - mmaction - INFO - Epoch [52][1240/2147] lr: 1.810e-01, eta: 8 days, 11:19:37, time: 1.516, data_time: 0.013, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5768, loss_cls: 3.1168, loss: 3.1168, grad_norm: 1.6626 2021-01-20 20:24:05,169 - mmaction - INFO - Epoch [52][1260/2147] lr: 1.810e-01, eta: 8 days, 11:18:55, time: 1.550, data_time: 0.007, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5723, loss_cls: 3.1498, loss: 3.1498, grad_norm: 1.6956 2021-01-20 20:24:35,643 - mmaction - INFO - Epoch [52][1280/2147] lr: 1.810e-01, eta: 8 days, 11:18:10, time: 1.522, data_time: 0.006, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5786, loss_cls: 3.1484, loss: 3.1484, grad_norm: 1.6451 2021-01-20 20:25:05,929 - mmaction - INFO - Epoch [52][1300/2147] lr: 1.810e-01, eta: 8 days, 11:17:25, time: 1.520, data_time: 0.007, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5795, loss_cls: 3.0925, loss: 3.0925, grad_norm: 1.7069 2021-01-20 20:25:34,836 - mmaction - INFO - Epoch [52][1320/2147] lr: 1.810e-01, eta: 8 days, 11:16:34, time: 1.444, data_time: 0.004, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5777, loss_cls: 3.1249, loss: 3.1249, grad_norm: 1.6688 2021-01-20 20:26:04,894 - mmaction - INFO - Epoch [52][1340/2147] lr: 1.810e-01, eta: 8 days, 11:15:47, time: 1.503, data_time: 0.003, memory: 16628, top1_acc: 0.2951, top5_acc: 0.5540, loss_cls: 3.1991, loss: 3.1991, grad_norm: 1.7014 2021-01-20 20:26:36,502 - mmaction - INFO - Epoch [52][1360/2147] lr: 1.810e-01, eta: 8 days, 11:15:07, time: 1.576, data_time: 0.003, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5705, loss_cls: 3.1321, loss: 3.1321, grad_norm: 1.7449 2021-01-20 20:27:06,490 - mmaction - INFO - Epoch [52][1380/2147] lr: 1.810e-01, eta: 8 days, 11:14:20, time: 1.504, data_time: 0.008, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5656, loss_cls: 3.2063, loss: 3.2063, grad_norm: 1.6883 2021-01-20 20:27:36,784 - mmaction - INFO - Epoch [52][1400/2147] lr: 1.810e-01, eta: 8 days, 11:13:35, time: 1.515, data_time: 0.008, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5647, loss_cls: 3.1964, loss: 3.1964, grad_norm: 1.6456 2021-01-20 20:28:07,665 - mmaction - INFO - Epoch [52][1420/2147] lr: 1.810e-01, eta: 8 days, 11:12:51, time: 1.539, data_time: 0.004, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5759, loss_cls: 3.0780, loss: 3.0780, grad_norm: 1.6689 2021-01-20 20:28:37,828 - mmaction - INFO - Epoch [52][1440/2147] lr: 1.810e-01, eta: 8 days, 11:12:06, time: 1.513, data_time: 0.007, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5821, loss_cls: 3.2062, loss: 3.2062, grad_norm: 1.6810 2021-01-20 20:29:08,558 - mmaction - INFO - Epoch [52][1460/2147] lr: 1.810e-01, eta: 8 days, 11:11:22, time: 1.537, data_time: 0.003, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5647, loss_cls: 3.2017, loss: 3.2017, grad_norm: 1.6437 2021-01-20 20:29:37,684 - mmaction - INFO - Epoch [52][1480/2147] lr: 1.810e-01, eta: 8 days, 11:10:32, time: 1.456, data_time: 0.003, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5786, loss_cls: 3.1360, loss: 3.1360, grad_norm: 1.6736 2021-01-20 20:30:06,196 - mmaction - INFO - Epoch [52][1500/2147] lr: 1.810e-01, eta: 8 days, 11:09:39, time: 1.424, data_time: 0.002, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5759, loss_cls: 3.0953, loss: 3.0953, grad_norm: 1.6742 2021-01-20 20:30:37,621 - mmaction - INFO - Epoch [52][1520/2147] lr: 1.810e-01, eta: 8 days, 11:08:59, time: 1.573, data_time: 0.004, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5750, loss_cls: 3.1262, loss: 3.1262, grad_norm: 1.7107 2021-01-20 20:31:06,193 - mmaction - INFO - Epoch [52][1540/2147] lr: 1.810e-01, eta: 8 days, 11:08:06, time: 1.427, data_time: 0.002, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5670, loss_cls: 3.1618, loss: 3.1618, grad_norm: 1.7011 2021-01-20 20:31:37,093 - mmaction - INFO - Epoch [52][1560/2147] lr: 1.810e-01, eta: 8 days, 11:07:23, time: 1.545, data_time: 0.006, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5638, loss_cls: 3.1785, loss: 3.1785, grad_norm: 1.6864 2021-01-20 20:32:09,127 - mmaction - INFO - Epoch [52][1580/2147] lr: 1.810e-01, eta: 8 days, 11:06:45, time: 1.603, data_time: 0.004, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5804, loss_cls: 3.0806, loss: 3.0806, grad_norm: 1.6668 2021-01-20 20:32:39,469 - mmaction - INFO - Epoch [52][1600/2147] lr: 1.810e-01, eta: 8 days, 11:05:59, time: 1.510, data_time: 0.006, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5915, loss_cls: 3.0637, loss: 3.0637, grad_norm: 1.6918 2021-01-20 20:33:09,864 - mmaction - INFO - Epoch [52][1620/2147] lr: 1.810e-01, eta: 8 days, 11:05:15, time: 1.528, data_time: 0.010, memory: 16628, top1_acc: 0.3330, top5_acc: 0.5804, loss_cls: 3.1054, loss: 3.1054, grad_norm: 1.6398 2021-01-20 20:33:39,991 - mmaction - INFO - Epoch [52][1640/2147] lr: 1.810e-01, eta: 8 days, 11:04:29, time: 1.506, data_time: 0.003, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5571, loss_cls: 3.2058, loss: 3.2058, grad_norm: 1.6698 2021-01-20 20:34:08,563 - mmaction - INFO - Epoch [52][1660/2147] lr: 1.810e-01, eta: 8 days, 11:03:36, time: 1.428, data_time: 0.002, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5732, loss_cls: 3.1266, loss: 3.1266, grad_norm: 1.7065 2021-01-20 20:34:37,921 - mmaction - INFO - Epoch [52][1680/2147] lr: 1.810e-01, eta: 8 days, 11:02:47, time: 1.469, data_time: 0.003, memory: 16628, top1_acc: 0.2960, top5_acc: 0.5509, loss_cls: 3.2393, loss: 3.2393, grad_norm: 1.7328 2021-01-20 20:35:06,990 - mmaction - INFO - Epoch [52][1700/2147] lr: 1.810e-01, eta: 8 days, 11:01:57, time: 1.454, data_time: 0.002, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5665, loss_cls: 3.1806, loss: 3.1806, grad_norm: 1.6299 2021-01-20 20:35:36,636 - mmaction - INFO - Epoch [52][1720/2147] lr: 1.810e-01, eta: 8 days, 11:01:09, time: 1.482, data_time: 0.004, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5643, loss_cls: 3.1663, loss: 3.1663, grad_norm: 1.6537 2021-01-20 20:36:07,118 - mmaction - INFO - Epoch [52][1740/2147] lr: 1.810e-01, eta: 8 days, 11:00:25, time: 1.524, data_time: 0.003, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5621, loss_cls: 3.1651, loss: 3.1651, grad_norm: 1.6620 2021-01-20 20:36:38,013 - mmaction - INFO - Epoch [52][1760/2147] lr: 1.810e-01, eta: 8 days, 10:59:41, time: 1.541, data_time: 0.062, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5687, loss_cls: 3.1361, loss: 3.1361, grad_norm: 1.7108 2021-01-20 20:37:07,779 - mmaction - INFO - Epoch [52][1780/2147] lr: 1.810e-01, eta: 8 days, 10:58:54, time: 1.488, data_time: 0.007, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5612, loss_cls: 3.1902, loss: 3.1902, grad_norm: 1.6821 2021-01-20 20:37:36,531 - mmaction - INFO - Epoch [52][1800/2147] lr: 1.810e-01, eta: 8 days, 10:58:03, time: 1.441, data_time: 0.008, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5567, loss_cls: 3.1775, loss: 3.1775, grad_norm: 1.7022 2021-01-20 20:38:05,186 - mmaction - INFO - Epoch [52][1820/2147] lr: 1.810e-01, eta: 8 days, 10:57:11, time: 1.434, data_time: 0.002, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5531, loss_cls: 3.2155, loss: 3.2155, grad_norm: 1.6366 2021-01-20 20:38:34,229 - mmaction - INFO - Epoch [52][1840/2147] lr: 1.810e-01, eta: 8 days, 10:56:21, time: 1.448, data_time: 0.002, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5777, loss_cls: 3.1183, loss: 3.1183, grad_norm: 1.6048 2021-01-20 20:39:06,780 - mmaction - INFO - Epoch [52][1860/2147] lr: 1.810e-01, eta: 8 days, 10:55:44, time: 1.623, data_time: 0.006, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5830, loss_cls: 3.1750, loss: 3.1750, grad_norm: 1.7010 2021-01-20 20:39:37,033 - mmaction - INFO - Epoch [52][1880/2147] lr: 1.810e-01, eta: 8 days, 10:54:59, time: 1.520, data_time: 0.013, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5643, loss_cls: 3.1521, loss: 3.1521, grad_norm: 1.6327 2021-01-20 20:40:05,698 - mmaction - INFO - Epoch [52][1900/2147] lr: 1.810e-01, eta: 8 days, 10:54:07, time: 1.433, data_time: 0.002, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5692, loss_cls: 3.1800, loss: 3.1800, grad_norm: 1.7339 2021-01-20 20:40:36,325 - mmaction - INFO - Epoch [52][1920/2147] lr: 1.810e-01, eta: 8 days, 10:53:23, time: 1.529, data_time: 0.003, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5629, loss_cls: 3.1656, loss: 3.1656, grad_norm: 1.6354 2021-01-20 20:41:07,051 - mmaction - INFO - Epoch [52][1940/2147] lr: 1.810e-01, eta: 8 days, 10:52:39, time: 1.532, data_time: 0.005, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5647, loss_cls: 3.1364, loss: 3.1364, grad_norm: 1.6166 2021-01-20 20:41:36,878 - mmaction - INFO - Epoch [52][1960/2147] lr: 1.810e-01, eta: 8 days, 10:51:52, time: 1.498, data_time: 0.010, memory: 16628, top1_acc: 0.3393, top5_acc: 0.5790, loss_cls: 3.1070, loss: 3.1070, grad_norm: 1.6694 2021-01-20 20:42:07,125 - mmaction - INFO - Epoch [52][1980/2147] lr: 1.810e-01, eta: 8 days, 10:51:07, time: 1.507, data_time: 0.003, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5540, loss_cls: 3.1682, loss: 3.1682, grad_norm: 1.6925 2021-01-20 20:42:37,112 - mmaction - INFO - Epoch [52][2000/2147] lr: 1.810e-01, eta: 8 days, 10:50:20, time: 1.500, data_time: 0.008, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5571, loss_cls: 3.1539, loss: 3.1539, grad_norm: 1.7021 2021-01-20 20:43:05,686 - mmaction - INFO - Epoch [52][2020/2147] lr: 1.810e-01, eta: 8 days, 10:49:29, time: 1.434, data_time: 0.008, memory: 16628, top1_acc: 0.3321, top5_acc: 0.5723, loss_cls: 3.0996, loss: 3.0996, grad_norm: 1.6487 2021-01-20 20:43:34,133 - mmaction - INFO - Epoch [52][2040/2147] lr: 1.810e-01, eta: 8 days, 10:48:36, time: 1.421, data_time: 0.003, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5500, loss_cls: 3.2076, loss: 3.2076, grad_norm: 1.7375 2021-01-20 20:44:06,204 - mmaction - INFO - Epoch [52][2060/2147] lr: 1.810e-01, eta: 8 days, 10:47:58, time: 1.604, data_time: 0.003, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5580, loss_cls: 3.1561, loss: 3.1561, grad_norm: 1.6647 2021-01-20 20:44:39,250 - mmaction - INFO - Epoch [52][2080/2147] lr: 1.810e-01, eta: 8 days, 10:47:23, time: 1.652, data_time: 0.002, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5857, loss_cls: 3.0968, loss: 3.0968, grad_norm: 1.6817 2021-01-20 20:45:11,359 - mmaction - INFO - Epoch [52][2100/2147] lr: 1.810e-01, eta: 8 days, 10:46:45, time: 1.603, data_time: 0.002, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5701, loss_cls: 3.1364, loss: 3.1364, grad_norm: 1.7353 2021-01-20 20:45:39,950 - mmaction - INFO - Epoch [52][2120/2147] lr: 1.810e-01, eta: 8 days, 10:45:53, time: 1.431, data_time: 0.006, memory: 16628, top1_acc: 0.3085, top5_acc: 0.5545, loss_cls: 3.2078, loss: 3.2078, grad_norm: 1.6727 2021-01-20 20:46:10,010 - mmaction - INFO - Epoch [52][2140/2147] lr: 1.810e-01, eta: 8 days, 10:45:07, time: 1.504, data_time: 0.002, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5522, loss_cls: 3.2393, loss: 3.2393, grad_norm: 1.7141 2021-01-20 20:46:37,062 - mmaction - INFO - Saving checkpoint at 52 epochs 2021-01-20 20:51:09,333 - mmaction - INFO - Epoch [53][20/2147] lr: 1.803e-01, eta: 8 days, 10:59:01, time: 13.450, data_time: 11.874, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5857, loss_cls: 3.1234, loss: 3.1234, grad_norm: 1.6991 2021-01-20 20:51:39,158 - mmaction - INFO - Epoch [53][40/2147] lr: 1.803e-01, eta: 8 days, 10:58:09, time: 1.430, data_time: 0.009, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5763, loss_cls: 3.0612, loss: 3.0612, grad_norm: 1.7080 2021-01-20 20:52:09,619 - mmaction - INFO - Epoch [53][60/2147] lr: 1.803e-01, eta: 8 days, 10:57:29, time: 1.586, data_time: 0.070, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5683, loss_cls: 3.1394, loss: 3.1394, grad_norm: 1.7137 2021-01-20 20:52:39,659 - mmaction - INFO - Epoch [53][80/2147] lr: 1.803e-01, eta: 8 days, 10:56:42, time: 1.503, data_time: 0.004, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5813, loss_cls: 3.1058, loss: 3.1058, grad_norm: 1.6787 2021-01-20 20:53:10,334 - mmaction - INFO - Epoch [53][100/2147] lr: 1.803e-01, eta: 8 days, 10:55:58, time: 1.532, data_time: 0.003, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5728, loss_cls: 3.1038, loss: 3.1038, grad_norm: 1.6561 2021-01-20 20:53:39,123 - mmaction - INFO - Epoch [53][120/2147] lr: 1.803e-01, eta: 8 days, 10:55:07, time: 1.440, data_time: 0.006, memory: 16628, top1_acc: 0.3402, top5_acc: 0.6036, loss_cls: 3.0010, loss: 3.0010, grad_norm: 1.6620 2021-01-20 20:54:09,348 - mmaction - INFO - Epoch [53][140/2147] lr: 1.803e-01, eta: 8 days, 10:54:22, time: 1.514, data_time: 0.008, memory: 16628, top1_acc: 0.3317, top5_acc: 0.5853, loss_cls: 3.0803, loss: 3.0803, grad_norm: 1.7324 2021-01-20 20:54:37,884 - mmaction - INFO - Epoch [53][160/2147] lr: 1.803e-01, eta: 8 days, 10:53:29, time: 1.426, data_time: 0.003, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5679, loss_cls: 3.1320, loss: 3.1320, grad_norm: 1.7087 2021-01-20 20:55:11,247 - mmaction - INFO - Epoch [53][180/2147] lr: 1.803e-01, eta: 8 days, 10:52:56, time: 1.667, data_time: 0.002, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5844, loss_cls: 3.1131, loss: 3.1131, grad_norm: 1.6765 2021-01-20 20:55:40,276 - mmaction - INFO - Epoch [53][200/2147] lr: 1.803e-01, eta: 8 days, 10:52:06, time: 1.454, data_time: 0.007, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5737, loss_cls: 3.1253, loss: 3.1253, grad_norm: 1.7157 2021-01-20 20:56:09,815 - mmaction - INFO - Epoch [53][220/2147] lr: 1.803e-01, eta: 8 days, 10:51:17, time: 1.476, data_time: 0.004, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5603, loss_cls: 3.1605, loss: 3.1605, grad_norm: 1.6705 2021-01-20 20:56:41,581 - mmaction - INFO - Epoch [53][240/2147] lr: 1.803e-01, eta: 8 days, 10:50:34, time: 1.536, data_time: 0.005, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5754, loss_cls: 3.0999, loss: 3.0999, grad_norm: 1.6590 2021-01-20 20:57:12,584 - mmaction - INFO - Epoch [53][260/2147] lr: 1.803e-01, eta: 8 days, 10:49:55, time: 1.602, data_time: 0.055, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5589, loss_cls: 3.1500, loss: 3.1500, grad_norm: 1.6667 2021-01-20 20:57:42,133 - mmaction - INFO - Epoch [53][280/2147] lr: 1.803e-01, eta: 8 days, 10:49:07, time: 1.475, data_time: 0.002, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5799, loss_cls: 3.1157, loss: 3.1157, grad_norm: 1.7258 2021-01-20 20:58:11,533 - mmaction - INFO - Epoch [53][300/2147] lr: 1.803e-01, eta: 8 days, 10:48:18, time: 1.472, data_time: 0.010, memory: 16628, top1_acc: 0.3250, top5_acc: 0.5754, loss_cls: 3.0941, loss: 3.0941, grad_norm: 1.6984 2021-01-20 20:58:40,526 - mmaction - INFO - Epoch [53][320/2147] lr: 1.803e-01, eta: 8 days, 10:47:27, time: 1.447, data_time: 0.002, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5634, loss_cls: 3.1748, loss: 3.1748, grad_norm: 1.7098 2021-01-20 20:59:09,470 - mmaction - INFO - Epoch [53][340/2147] lr: 1.803e-01, eta: 8 days, 10:46:37, time: 1.449, data_time: 0.006, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5817, loss_cls: 3.1857, loss: 3.1857, grad_norm: 1.6912 2021-01-20 20:59:40,925 - mmaction - INFO - Epoch [53][360/2147] lr: 1.803e-01, eta: 8 days, 10:45:56, time: 1.572, data_time: 0.003, memory: 16628, top1_acc: 0.3062, top5_acc: 0.5585, loss_cls: 3.1763, loss: 3.1763, grad_norm: 1.7207 2021-01-20 21:00:09,369 - mmaction - INFO - Epoch [53][380/2147] lr: 1.803e-01, eta: 8 days, 10:45:04, time: 1.424, data_time: 0.005, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5830, loss_cls: 3.1043, loss: 3.1043, grad_norm: 1.6816 2021-01-20 21:00:38,282 - mmaction - INFO - Epoch [53][400/2147] lr: 1.803e-01, eta: 8 days, 10:44:13, time: 1.443, data_time: 0.002, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5665, loss_cls: 3.1240, loss: 3.1240, grad_norm: 1.7001 2021-01-20 21:01:06,987 - mmaction - INFO - Epoch [53][420/2147] lr: 1.803e-01, eta: 8 days, 10:43:21, time: 1.437, data_time: 0.005, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5763, loss_cls: 3.1586, loss: 3.1586, grad_norm: 1.6728 2021-01-20 21:01:36,126 - mmaction - INFO - Epoch [53][440/2147] lr: 1.803e-01, eta: 8 days, 10:42:31, time: 1.453, data_time: 0.004, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5813, loss_cls: 3.0813, loss: 3.0813, grad_norm: 1.6903 2021-01-20 21:02:06,152 - mmaction - INFO - Epoch [53][460/2147] lr: 1.803e-01, eta: 8 days, 10:41:45, time: 1.506, data_time: 0.016, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5643, loss_cls: 3.1619, loss: 3.1619, grad_norm: 1.6958 2021-01-20 21:02:35,492 - mmaction - INFO - Epoch [53][480/2147] lr: 1.803e-01, eta: 8 days, 10:40:56, time: 1.467, data_time: 0.003, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5647, loss_cls: 3.1059, loss: 3.1059, grad_norm: 1.6541 2021-01-20 21:03:05,852 - mmaction - INFO - Epoch [53][500/2147] lr: 1.803e-01, eta: 8 days, 10:40:11, time: 1.515, data_time: 0.003, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5616, loss_cls: 3.1821, loss: 3.1821, grad_norm: 1.6680 2021-01-20 21:03:36,699 - mmaction - INFO - Epoch [53][520/2147] lr: 1.803e-01, eta: 8 days, 10:39:28, time: 1.544, data_time: 0.008, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5576, loss_cls: 3.2233, loss: 3.2233, grad_norm: 1.6840 2021-01-20 21:04:06,511 - mmaction - INFO - Epoch [53][540/2147] lr: 1.803e-01, eta: 8 days, 10:38:40, time: 1.489, data_time: 0.006, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5719, loss_cls: 3.2226, loss: 3.2226, grad_norm: 1.7087 2021-01-20 21:04:37,448 - mmaction - INFO - Epoch [53][560/2147] lr: 1.803e-01, eta: 8 days, 10:37:58, time: 1.549, data_time: 0.005, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5772, loss_cls: 3.1272, loss: 3.1272, grad_norm: 1.6824 2021-01-20 21:05:08,491 - mmaction - INFO - Epoch [53][580/2147] lr: 1.803e-01, eta: 8 days, 10:37:16, time: 1.552, data_time: 0.003, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5665, loss_cls: 3.1778, loss: 3.1778, grad_norm: 1.7089 2021-01-20 21:05:37,157 - mmaction - INFO - Epoch [53][600/2147] lr: 1.803e-01, eta: 8 days, 10:36:24, time: 1.432, data_time: 0.003, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5670, loss_cls: 3.1210, loss: 3.1210, grad_norm: 1.6614 2021-01-20 21:06:05,775 - mmaction - INFO - Epoch [53][620/2147] lr: 1.803e-01, eta: 8 days, 10:35:32, time: 1.432, data_time: 0.013, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5799, loss_cls: 3.1392, loss: 3.1392, grad_norm: 1.6993 2021-01-20 21:06:39,342 - mmaction - INFO - Epoch [53][640/2147] lr: 1.803e-01, eta: 8 days, 10:34:54, time: 1.612, data_time: 0.003, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5866, loss_cls: 3.0547, loss: 3.0547, grad_norm: 1.6989 2021-01-20 21:07:08,298 - mmaction - INFO - Epoch [53][660/2147] lr: 1.803e-01, eta: 8 days, 10:34:09, time: 1.513, data_time: 0.071, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5558, loss_cls: 3.1869, loss: 3.1869, grad_norm: 1.6862 2021-01-20 21:07:36,890 - mmaction - INFO - Epoch [53][680/2147] lr: 1.803e-01, eta: 8 days, 10:33:17, time: 1.432, data_time: 0.004, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5754, loss_cls: 3.1457, loss: 3.1457, grad_norm: 1.6834 2021-01-20 21:08:05,615 - mmaction - INFO - Epoch [53][700/2147] lr: 1.803e-01, eta: 8 days, 10:32:26, time: 1.435, data_time: 0.006, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5696, loss_cls: 3.1113, loss: 3.1113, grad_norm: 1.7031 2021-01-20 21:08:36,463 - mmaction - INFO - Epoch [53][720/2147] lr: 1.803e-01, eta: 8 days, 10:31:42, time: 1.538, data_time: 0.003, memory: 16628, top1_acc: 0.3013, top5_acc: 0.5549, loss_cls: 3.2256, loss: 3.2256, grad_norm: 1.7249 2021-01-20 21:09:07,595 - mmaction - INFO - Epoch [53][740/2147] lr: 1.803e-01, eta: 8 days, 10:31:01, time: 1.561, data_time: 0.009, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5567, loss_cls: 3.1570, loss: 3.1570, grad_norm: 1.6474 2021-01-20 21:09:37,606 - mmaction - INFO - Epoch [53][760/2147] lr: 1.803e-01, eta: 8 days, 10:30:14, time: 1.496, data_time: 0.003, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5692, loss_cls: 3.1273, loss: 3.1273, grad_norm: 1.6751 2021-01-20 21:10:10,290 - mmaction - INFO - Epoch [53][780/2147] lr: 1.803e-01, eta: 8 days, 10:29:39, time: 1.639, data_time: 0.014, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5576, loss_cls: 3.1797, loss: 3.1797, grad_norm: 1.7169 2021-01-20 21:10:40,082 - mmaction - INFO - Epoch [53][800/2147] lr: 1.803e-01, eta: 8 days, 10:28:51, time: 1.486, data_time: 0.002, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5638, loss_cls: 3.1574, loss: 3.1574, grad_norm: 1.6886 2021-01-20 21:11:08,987 - mmaction - INFO - Epoch [53][820/2147] lr: 1.803e-01, eta: 8 days, 10:28:01, time: 1.447, data_time: 0.010, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5839, loss_cls: 3.0814, loss: 3.0814, grad_norm: 1.6781 2021-01-20 21:11:42,083 - mmaction - INFO - Epoch [53][840/2147] lr: 1.803e-01, eta: 8 days, 10:27:23, time: 1.613, data_time: 0.008, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5781, loss_cls: 3.0894, loss: 3.0894, grad_norm: 1.6712 2021-01-20 21:12:11,960 - mmaction - INFO - Epoch [53][860/2147] lr: 1.803e-01, eta: 8 days, 10:26:40, time: 1.538, data_time: 0.048, memory: 16628, top1_acc: 0.3085, top5_acc: 0.5790, loss_cls: 3.1563, loss: 3.1563, grad_norm: 1.7256 2021-01-20 21:12:43,049 - mmaction - INFO - Epoch [53][880/2147] lr: 1.803e-01, eta: 8 days, 10:25:57, time: 1.552, data_time: 0.001, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5585, loss_cls: 3.2379, loss: 3.2379, grad_norm: 1.6963 2021-01-20 21:13:13,701 - mmaction - INFO - Epoch [53][900/2147] lr: 1.803e-01, eta: 8 days, 10:25:14, time: 1.531, data_time: 0.004, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5656, loss_cls: 3.1834, loss: 3.1834, grad_norm: 1.7021 2021-01-20 21:13:47,410 - mmaction - INFO - Epoch [53][920/2147] lr: 1.803e-01, eta: 8 days, 10:24:41, time: 1.679, data_time: 0.005, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5531, loss_cls: 3.2098, loss: 3.2098, grad_norm: 1.6962 2021-01-20 21:14:19,458 - mmaction - INFO - Epoch [53][940/2147] lr: 1.803e-01, eta: 8 days, 10:24:03, time: 1.608, data_time: 0.016, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5790, loss_cls: 3.0753, loss: 3.0753, grad_norm: 1.7090 2021-01-20 21:14:48,167 - mmaction - INFO - Epoch [53][960/2147] lr: 1.803e-01, eta: 8 days, 10:23:12, time: 1.440, data_time: 0.008, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5652, loss_cls: 3.1417, loss: 3.1417, grad_norm: 1.6947 2021-01-20 21:15:17,152 - mmaction - INFO - Epoch [53][980/2147] lr: 1.803e-01, eta: 8 days, 10:22:22, time: 1.449, data_time: 0.002, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5915, loss_cls: 3.1116, loss: 3.1116, grad_norm: 1.6635 2021-01-20 21:15:47,527 - mmaction - INFO - Epoch [53][1000/2147] lr: 1.803e-01, eta: 8 days, 10:21:37, time: 1.519, data_time: 0.002, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5821, loss_cls: 3.1368, loss: 3.1368, grad_norm: 1.7263 2021-01-20 21:16:18,134 - mmaction - INFO - Epoch [53][1020/2147] lr: 1.803e-01, eta: 8 days, 10:20:53, time: 1.528, data_time: 0.003, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5844, loss_cls: 3.0845, loss: 3.0845, grad_norm: 1.7058 2021-01-20 21:16:51,658 - mmaction - INFO - Epoch [53][1040/2147] lr: 1.803e-01, eta: 8 days, 10:20:20, time: 1.673, data_time: 0.008, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5719, loss_cls: 3.1010, loss: 3.1010, grad_norm: 1.7077 2021-01-20 21:17:22,905 - mmaction - INFO - Epoch [53][1060/2147] lr: 1.803e-01, eta: 8 days, 10:19:39, time: 1.563, data_time: 0.007, memory: 16628, top1_acc: 0.3000, top5_acc: 0.5732, loss_cls: 3.2036, loss: 3.2036, grad_norm: 1.7092 2021-01-20 21:17:53,623 - mmaction - INFO - Epoch [53][1080/2147] lr: 1.803e-01, eta: 8 days, 10:18:56, time: 1.540, data_time: 0.006, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5710, loss_cls: 3.1892, loss: 3.1892, grad_norm: 1.7323 2021-01-20 21:18:22,385 - mmaction - INFO - Epoch [53][1100/2147] lr: 1.803e-01, eta: 8 days, 10:18:04, time: 1.438, data_time: 0.004, memory: 16628, top1_acc: 0.3295, top5_acc: 0.5750, loss_cls: 3.0918, loss: 3.0918, grad_norm: 1.5984 2021-01-20 21:18:51,358 - mmaction - INFO - Epoch [53][1120/2147] lr: 1.803e-01, eta: 8 days, 10:17:14, time: 1.446, data_time: 0.003, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5754, loss_cls: 3.1298, loss: 3.1298, grad_norm: 1.6909 2021-01-20 21:19:20,454 - mmaction - INFO - Epoch [53][1140/2147] lr: 1.803e-01, eta: 8 days, 10:16:24, time: 1.451, data_time: 0.009, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5719, loss_cls: 3.1403, loss: 3.1403, grad_norm: 1.7164 2021-01-20 21:19:49,044 - mmaction - INFO - Epoch [53][1160/2147] lr: 1.803e-01, eta: 8 days, 10:15:33, time: 1.436, data_time: 0.008, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5545, loss_cls: 3.1887, loss: 3.1887, grad_norm: 1.7525 2021-01-20 21:20:21,354 - mmaction - INFO - Epoch [53][1180/2147] lr: 1.803e-01, eta: 8 days, 10:14:55, time: 1.615, data_time: 0.005, memory: 16628, top1_acc: 0.2911, top5_acc: 0.5437, loss_cls: 3.2353, loss: 3.2353, grad_norm: 1.7087 2021-01-20 21:20:50,994 - mmaction - INFO - Epoch [53][1200/2147] lr: 1.803e-01, eta: 8 days, 10:14:07, time: 1.471, data_time: 0.002, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5692, loss_cls: 3.1232, loss: 3.1232, grad_norm: 1.6655 2021-01-20 21:21:20,003 - mmaction - INFO - Epoch [53][1220/2147] lr: 1.803e-01, eta: 8 days, 10:13:17, time: 1.457, data_time: 0.013, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5656, loss_cls: 3.1435, loss: 3.1435, grad_norm: 1.6676 2021-01-20 21:21:52,340 - mmaction - INFO - Epoch [53][1240/2147] lr: 1.803e-01, eta: 8 days, 10:12:40, time: 1.621, data_time: 0.007, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5621, loss_cls: 3.1653, loss: 3.1653, grad_norm: 1.6621 2021-01-20 21:22:21,190 - mmaction - INFO - Epoch [53][1260/2147] lr: 1.803e-01, eta: 8 days, 10:11:50, time: 1.442, data_time: 0.004, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5799, loss_cls: 3.1016, loss: 3.1016, grad_norm: 1.6615 2021-01-20 21:22:50,209 - mmaction - INFO - Epoch [53][1280/2147] lr: 1.803e-01, eta: 8 days, 10:11:00, time: 1.450, data_time: 0.003, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5616, loss_cls: 3.1264, loss: 3.1264, grad_norm: 1.6905 2021-01-20 21:23:20,298 - mmaction - INFO - Epoch [53][1300/2147] lr: 1.803e-01, eta: 8 days, 10:10:13, time: 1.500, data_time: 0.003, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5509, loss_cls: 3.2059, loss: 3.2059, grad_norm: 1.7107 2021-01-20 21:23:50,804 - mmaction - INFO - Epoch [53][1320/2147] lr: 1.803e-01, eta: 8 days, 10:09:30, time: 1.530, data_time: 0.007, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5692, loss_cls: 3.1801, loss: 3.1801, grad_norm: 1.6673 2021-01-20 21:24:19,508 - mmaction - INFO - Epoch [53][1340/2147] lr: 1.803e-01, eta: 8 days, 10:08:38, time: 1.434, data_time: 0.004, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5674, loss_cls: 3.1730, loss: 3.1730, grad_norm: 1.6338 2021-01-20 21:24:49,389 - mmaction - INFO - Epoch [53][1360/2147] lr: 1.803e-01, eta: 8 days, 10:07:51, time: 1.493, data_time: 0.003, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5687, loss_cls: 3.1753, loss: 3.1753, grad_norm: 1.6402 2021-01-20 21:25:21,054 - mmaction - INFO - Epoch [53][1380/2147] lr: 1.803e-01, eta: 8 days, 10:07:12, time: 1.584, data_time: 0.006, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5701, loss_cls: 3.1211, loss: 3.1211, grad_norm: 1.6367 2021-01-20 21:25:52,722 - mmaction - INFO - Epoch [53][1400/2147] lr: 1.803e-01, eta: 8 days, 10:06:32, time: 1.585, data_time: 0.008, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5835, loss_cls: 3.1459, loss: 3.1459, grad_norm: 1.7320 2021-01-20 21:26:23,865 - mmaction - INFO - Epoch [53][1420/2147] lr: 1.803e-01, eta: 8 days, 10:05:50, time: 1.549, data_time: 0.008, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5705, loss_cls: 3.1645, loss: 3.1645, grad_norm: 1.7062 2021-01-20 21:27:02,729 - mmaction - INFO - Epoch [53][1440/2147] lr: 1.803e-01, eta: 8 days, 10:05:38, time: 1.951, data_time: 0.011, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5612, loss_cls: 3.2186, loss: 3.2186, grad_norm: 1.6643 2021-01-20 21:27:32,498 - mmaction - INFO - Epoch [53][1460/2147] lr: 1.803e-01, eta: 8 days, 10:04:51, time: 1.488, data_time: 0.002, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5656, loss_cls: 3.1644, loss: 3.1644, grad_norm: 1.6688 2021-01-20 21:28:01,114 - mmaction - INFO - Epoch [53][1480/2147] lr: 1.803e-01, eta: 8 days, 10:04:00, time: 1.431, data_time: 0.002, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5786, loss_cls: 3.1684, loss: 3.1684, grad_norm: 1.7010 2021-01-20 21:28:29,903 - mmaction - INFO - Epoch [53][1500/2147] lr: 1.803e-01, eta: 8 days, 10:03:09, time: 1.439, data_time: 0.007, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5531, loss_cls: 3.1802, loss: 3.1802, grad_norm: 1.6508 2021-01-20 21:29:01,045 - mmaction - INFO - Epoch [53][1520/2147] lr: 1.803e-01, eta: 8 days, 10:02:27, time: 1.556, data_time: 0.003, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5786, loss_cls: 3.1574, loss: 3.1574, grad_norm: 1.7097 2021-01-20 21:29:32,758 - mmaction - INFO - Epoch [53][1540/2147] lr: 1.803e-01, eta: 8 days, 10:01:47, time: 1.584, data_time: 0.002, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5638, loss_cls: 3.1490, loss: 3.1490, grad_norm: 1.6739 2021-01-20 21:30:03,944 - mmaction - INFO - Epoch [53][1560/2147] lr: 1.803e-01, eta: 8 days, 10:01:06, time: 1.557, data_time: 0.004, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5754, loss_cls: 3.1382, loss: 3.1382, grad_norm: 1.6212 2021-01-20 21:30:34,824 - mmaction - INFO - Epoch [53][1580/2147] lr: 1.803e-01, eta: 8 days, 10:00:23, time: 1.544, data_time: 0.007, memory: 16628, top1_acc: 0.2991, top5_acc: 0.5545, loss_cls: 3.2185, loss: 3.2185, grad_norm: 1.6746 2021-01-20 21:31:03,663 - mmaction - INFO - Epoch [53][1600/2147] lr: 1.803e-01, eta: 8 days, 9:59:32, time: 1.444, data_time: 0.006, memory: 16628, top1_acc: 0.3317, top5_acc: 0.5978, loss_cls: 3.0447, loss: 3.0447, grad_norm: 1.6559 2021-01-20 21:31:33,482 - mmaction - INFO - Epoch [53][1620/2147] lr: 1.803e-01, eta: 8 days, 9:58:43, time: 1.461, data_time: 0.004, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5871, loss_cls: 3.0527, loss: 3.0527, grad_norm: 1.6739 2021-01-20 21:32:02,641 - mmaction - INFO - Epoch [53][1640/2147] lr: 1.803e-01, eta: 8 days, 9:57:56, time: 1.491, data_time: 0.035, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5817, loss_cls: 3.1440, loss: 3.1440, grad_norm: 1.7257 2021-01-20 21:32:33,398 - mmaction - INFO - Epoch [53][1660/2147] lr: 1.803e-01, eta: 8 days, 9:57:13, time: 1.538, data_time: 0.004, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5634, loss_cls: 3.2119, loss: 3.2119, grad_norm: 1.6749 2021-01-20 21:33:02,339 - mmaction - INFO - Epoch [53][1680/2147] lr: 1.803e-01, eta: 8 days, 9:56:23, time: 1.446, data_time: 0.009, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5741, loss_cls: 3.1210, loss: 3.1210, grad_norm: 1.7092 2021-01-20 21:33:33,472 - mmaction - INFO - Epoch [53][1700/2147] lr: 1.803e-01, eta: 8 days, 9:55:41, time: 1.551, data_time: 0.003, memory: 16628, top1_acc: 0.2991, top5_acc: 0.5746, loss_cls: 3.1478, loss: 3.1478, grad_norm: 1.6757 2021-01-20 21:34:02,459 - mmaction - INFO - Epoch [53][1720/2147] lr: 1.803e-01, eta: 8 days, 9:54:51, time: 1.453, data_time: 0.010, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5679, loss_cls: 3.1994, loss: 3.1994, grad_norm: 1.6912 2021-01-20 21:34:32,882 - mmaction - INFO - Epoch [53][1740/2147] lr: 1.803e-01, eta: 8 days, 9:54:07, time: 1.522, data_time: 0.006, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5692, loss_cls: 3.1487, loss: 3.1487, grad_norm: 1.6767 2021-01-20 21:35:04,327 - mmaction - INFO - Epoch [53][1760/2147] lr: 1.803e-01, eta: 8 days, 9:53:26, time: 1.573, data_time: 0.004, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5674, loss_cls: 3.1290, loss: 3.1290, grad_norm: 1.6595 2021-01-20 21:35:33,544 - mmaction - INFO - Epoch [53][1780/2147] lr: 1.803e-01, eta: 8 days, 9:52:36, time: 1.454, data_time: 0.003, memory: 16628, top1_acc: 0.3321, top5_acc: 0.5817, loss_cls: 3.1297, loss: 3.1297, grad_norm: 1.7046 2021-01-20 21:36:03,281 - mmaction - INFO - Epoch [53][1800/2147] lr: 1.803e-01, eta: 8 days, 9:51:50, time: 1.494, data_time: 0.017, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5701, loss_cls: 3.1056, loss: 3.1056, grad_norm: 1.6387 2021-01-20 21:36:34,171 - mmaction - INFO - Epoch [53][1820/2147] lr: 1.803e-01, eta: 8 days, 9:51:07, time: 1.543, data_time: 0.005, memory: 16628, top1_acc: 0.3281, top5_acc: 0.5857, loss_cls: 3.0551, loss: 3.0551, grad_norm: 1.6360 2021-01-20 21:37:03,588 - mmaction - INFO - Epoch [53][1840/2147] lr: 1.803e-01, eta: 8 days, 9:50:19, time: 1.471, data_time: 0.010, memory: 16628, top1_acc: 0.3344, top5_acc: 0.5862, loss_cls: 3.0917, loss: 3.0917, grad_norm: 1.7335 2021-01-20 21:37:32,702 - mmaction - INFO - Epoch [53][1860/2147] lr: 1.803e-01, eta: 8 days, 9:49:29, time: 1.457, data_time: 0.006, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5786, loss_cls: 3.1163, loss: 3.1163, grad_norm: 1.7362 2021-01-20 21:38:03,030 - mmaction - INFO - Epoch [53][1880/2147] lr: 1.803e-01, eta: 8 days, 9:48:45, time: 1.518, data_time: 0.008, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5621, loss_cls: 3.1411, loss: 3.1411, grad_norm: 1.5998 2021-01-20 21:38:32,874 - mmaction - INFO - Epoch [53][1900/2147] lr: 1.803e-01, eta: 8 days, 9:47:58, time: 1.493, data_time: 0.007, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5808, loss_cls: 3.1371, loss: 3.1371, grad_norm: 1.6864 2021-01-20 21:39:04,078 - mmaction - INFO - Epoch [53][1920/2147] lr: 1.803e-01, eta: 8 days, 9:47:17, time: 1.560, data_time: 0.002, memory: 16628, top1_acc: 0.3317, top5_acc: 0.5804, loss_cls: 3.1203, loss: 3.1203, grad_norm: 1.6562 2021-01-20 21:39:34,109 - mmaction - INFO - Epoch [53][1940/2147] lr: 1.803e-01, eta: 8 days, 9:46:30, time: 1.499, data_time: 0.002, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5482, loss_cls: 3.2269, loss: 3.2269, grad_norm: 1.7105 2021-01-20 21:40:03,089 - mmaction - INFO - Epoch [53][1960/2147] lr: 1.803e-01, eta: 8 days, 9:45:40, time: 1.447, data_time: 0.004, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5661, loss_cls: 3.1426, loss: 3.1426, grad_norm: 1.6563 2021-01-20 21:40:35,142 - mmaction - INFO - Epoch [53][1980/2147] lr: 1.803e-01, eta: 8 days, 9:45:03, time: 1.607, data_time: 0.010, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5643, loss_cls: 3.1589, loss: 3.1589, grad_norm: 1.6645 2021-01-20 21:41:04,686 - mmaction - INFO - Epoch [53][2000/2147] lr: 1.803e-01, eta: 8 days, 9:44:15, time: 1.473, data_time: 0.001, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5504, loss_cls: 3.2175, loss: 3.2175, grad_norm: 1.6831 2021-01-20 21:41:35,727 - mmaction - INFO - Epoch [53][2020/2147] lr: 1.803e-01, eta: 8 days, 9:43:32, time: 1.551, data_time: 0.009, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5750, loss_cls: 3.1043, loss: 3.1043, grad_norm: 1.6583 2021-01-20 21:42:08,904 - mmaction - INFO - Epoch [53][2040/2147] lr: 1.803e-01, eta: 8 days, 9:42:59, time: 1.661, data_time: 0.007, memory: 16628, top1_acc: 0.3299, top5_acc: 0.5759, loss_cls: 3.1023, loss: 3.1023, grad_norm: 1.6432 2021-01-20 21:42:37,459 - mmaction - INFO - Epoch [53][2060/2147] lr: 1.803e-01, eta: 8 days, 9:42:07, time: 1.430, data_time: 0.005, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5839, loss_cls: 3.1035, loss: 3.1035, grad_norm: 1.6953 2021-01-20 21:43:07,520 - mmaction - INFO - Epoch [53][2080/2147] lr: 1.803e-01, eta: 8 days, 9:41:21, time: 1.501, data_time: 0.002, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5696, loss_cls: 3.1460, loss: 3.1460, grad_norm: 1.7139 2021-01-20 21:43:37,875 - mmaction - INFO - Epoch [53][2100/2147] lr: 1.803e-01, eta: 8 days, 9:40:37, time: 1.515, data_time: 0.003, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5804, loss_cls: 3.0828, loss: 3.0828, grad_norm: 1.6655 2021-01-20 21:44:07,084 - mmaction - INFO - Epoch [53][2120/2147] lr: 1.803e-01, eta: 8 days, 9:39:48, time: 1.464, data_time: 0.009, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5772, loss_cls: 3.1248, loss: 3.1248, grad_norm: 1.7017 2021-01-20 21:44:35,659 - mmaction - INFO - Epoch [53][2140/2147] lr: 1.803e-01, eta: 8 days, 9:38:56, time: 1.429, data_time: 0.004, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5634, loss_cls: 3.2356, loss: 3.2356, grad_norm: 1.6870 2021-01-20 21:49:27,004 - mmaction - INFO - Epoch [54][20/2147] lr: 1.796e-01, eta: 8 days, 9:52:27, time: 13.414, data_time: 11.730, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5804, loss_cls: 3.1124, loss: 3.1124, grad_norm: 1.6469 2021-01-20 21:49:56,376 - mmaction - INFO - Epoch [54][40/2147] lr: 1.796e-01, eta: 8 days, 9:51:38, time: 1.465, data_time: 0.009, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5902, loss_cls: 3.0645, loss: 3.0645, grad_norm: 1.7080 2021-01-20 21:50:25,738 - mmaction - INFO - Epoch [54][60/2147] lr: 1.796e-01, eta: 8 days, 9:50:49, time: 1.472, data_time: 0.010, memory: 16628, top1_acc: 0.3281, top5_acc: 0.5826, loss_cls: 3.0870, loss: 3.0870, grad_norm: 1.7188 2021-01-20 21:50:56,268 - mmaction - INFO - Epoch [54][80/2147] lr: 1.796e-01, eta: 8 days, 9:50:05, time: 1.527, data_time: 0.006, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5942, loss_cls: 3.0615, loss: 3.0615, grad_norm: 1.7059 2021-01-20 21:51:27,449 - mmaction - INFO - Epoch [54][100/2147] lr: 1.796e-01, eta: 8 days, 9:49:24, time: 1.560, data_time: 0.009, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5714, loss_cls: 3.1257, loss: 3.1257, grad_norm: 1.6892 2021-01-20 21:51:58,397 - mmaction - INFO - Epoch [54][120/2147] lr: 1.796e-01, eta: 8 days, 9:48:41, time: 1.548, data_time: 0.007, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5670, loss_cls: 3.1718, loss: 3.1718, grad_norm: 1.6973 2021-01-20 21:52:30,010 - mmaction - INFO - Epoch [54][140/2147] lr: 1.796e-01, eta: 8 days, 9:48:01, time: 1.581, data_time: 0.003, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5643, loss_cls: 3.1805, loss: 3.1805, grad_norm: 1.6846 2021-01-20 21:53:00,070 - mmaction - INFO - Epoch [54][160/2147] lr: 1.796e-01, eta: 8 days, 9:47:15, time: 1.503, data_time: 0.005, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5621, loss_cls: 3.1741, loss: 3.1741, grad_norm: 1.6671 2021-01-20 21:53:29,087 - mmaction - INFO - Epoch [54][180/2147] lr: 1.796e-01, eta: 8 days, 9:46:25, time: 1.450, data_time: 0.001, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5719, loss_cls: 3.1388, loss: 3.1388, grad_norm: 1.7187 2021-01-20 21:53:58,474 - mmaction - INFO - Epoch [54][200/2147] lr: 1.796e-01, eta: 8 days, 9:45:37, time: 1.470, data_time: 0.004, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5665, loss_cls: 3.1386, loss: 3.1386, grad_norm: 1.6593 2021-01-20 21:54:28,536 - mmaction - INFO - Epoch [54][220/2147] lr: 1.796e-01, eta: 8 days, 9:44:51, time: 1.503, data_time: 0.002, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5808, loss_cls: 3.1321, loss: 3.1321, grad_norm: 1.6710 2021-01-20 21:54:58,088 - mmaction - INFO - Epoch [54][240/2147] lr: 1.796e-01, eta: 8 days, 9:44:03, time: 1.478, data_time: 0.005, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5902, loss_cls: 3.1082, loss: 3.1082, grad_norm: 1.6849 2021-01-20 21:55:26,705 - mmaction - INFO - Epoch [54][260/2147] lr: 1.796e-01, eta: 8 days, 9:43:12, time: 1.429, data_time: 0.001, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5888, loss_cls: 3.0483, loss: 3.0483, grad_norm: 1.6831 2021-01-20 21:55:55,903 - mmaction - INFO - Epoch [54][280/2147] lr: 1.796e-01, eta: 8 days, 9:42:22, time: 1.459, data_time: 0.003, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5857, loss_cls: 3.0847, loss: 3.0847, grad_norm: 1.7153 2021-01-20 21:56:26,072 - mmaction - INFO - Epoch [54][300/2147] lr: 1.796e-01, eta: 8 days, 9:41:37, time: 1.509, data_time: 0.004, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5835, loss_cls: 3.1092, loss: 3.1092, grad_norm: 1.6949 2021-01-20 21:57:01,070 - mmaction - INFO - Epoch [54][320/2147] lr: 1.796e-01, eta: 8 days, 9:41:10, time: 1.752, data_time: 0.005, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5768, loss_cls: 3.1246, loss: 3.1246, grad_norm: 1.7552 2021-01-20 21:57:31,306 - mmaction - INFO - Epoch [54][340/2147] lr: 1.796e-01, eta: 8 days, 9:40:25, time: 1.511, data_time: 0.003, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5687, loss_cls: 3.1428, loss: 3.1428, grad_norm: 1.6969 2021-01-20 21:58:02,319 - mmaction - INFO - Epoch [54][360/2147] lr: 1.796e-01, eta: 8 days, 9:39:43, time: 1.549, data_time: 0.003, memory: 16628, top1_acc: 0.3018, top5_acc: 0.5665, loss_cls: 3.1649, loss: 3.1649, grad_norm: 1.6924 2021-01-20 21:58:32,688 - mmaction - INFO - Epoch [54][380/2147] lr: 1.796e-01, eta: 8 days, 9:38:58, time: 1.521, data_time: 0.005, memory: 16628, top1_acc: 0.2955, top5_acc: 0.5509, loss_cls: 3.2388, loss: 3.2388, grad_norm: 1.6720 2021-01-20 21:59:01,530 - mmaction - INFO - Epoch [54][400/2147] lr: 1.796e-01, eta: 8 days, 9:38:07, time: 1.439, data_time: 0.004, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5692, loss_cls: 3.1361, loss: 3.1361, grad_norm: 1.6920 2021-01-20 21:59:30,434 - mmaction - INFO - Epoch [54][420/2147] lr: 1.796e-01, eta: 8 days, 9:37:17, time: 1.447, data_time: 0.005, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5656, loss_cls: 3.1350, loss: 3.1350, grad_norm: 1.7035 2021-01-20 22:00:00,582 - mmaction - INFO - Epoch [54][440/2147] lr: 1.796e-01, eta: 8 days, 9:36:32, time: 1.508, data_time: 0.003, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5732, loss_cls: 3.1464, loss: 3.1464, grad_norm: 1.7423 2021-01-20 22:00:30,868 - mmaction - INFO - Epoch [54][460/2147] lr: 1.796e-01, eta: 8 days, 9:35:47, time: 1.515, data_time: 0.002, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5790, loss_cls: 3.1333, loss: 3.1333, grad_norm: 1.6391 2021-01-20 22:00:59,706 - mmaction - INFO - Epoch [54][480/2147] lr: 1.796e-01, eta: 8 days, 9:34:56, time: 1.439, data_time: 0.004, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5554, loss_cls: 3.1685, loss: 3.1685, grad_norm: 1.6605 2021-01-20 22:01:31,605 - mmaction - INFO - Epoch [54][500/2147] lr: 1.796e-01, eta: 8 days, 9:34:18, time: 1.598, data_time: 0.006, memory: 16628, top1_acc: 0.3402, top5_acc: 0.5920, loss_cls: 3.0433, loss: 3.0433, grad_norm: 1.6648 2021-01-20 22:02:08,205 - mmaction - INFO - Epoch [54][520/2147] lr: 1.796e-01, eta: 8 days, 9:33:57, time: 1.829, data_time: 0.092, memory: 16628, top1_acc: 0.3250, top5_acc: 0.5830, loss_cls: 3.1233, loss: 3.1233, grad_norm: 1.7088 2021-01-20 22:02:37,541 - mmaction - INFO - Epoch [54][540/2147] lr: 1.796e-01, eta: 8 days, 9:33:08, time: 1.468, data_time: 0.011, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5621, loss_cls: 3.1387, loss: 3.1387, grad_norm: 1.6925 2021-01-20 22:03:08,317 - mmaction - INFO - Epoch [54][560/2147] lr: 1.796e-01, eta: 8 days, 9:32:25, time: 1.537, data_time: 0.003, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5804, loss_cls: 3.1116, loss: 3.1116, grad_norm: 1.7242 2021-01-20 22:03:37,499 - mmaction - INFO - Epoch [54][580/2147] lr: 1.796e-01, eta: 8 days, 9:31:36, time: 1.461, data_time: 0.005, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5772, loss_cls: 3.0672, loss: 3.0672, grad_norm: 1.6810 2021-01-20 22:04:07,585 - mmaction - INFO - Epoch [54][600/2147] lr: 1.796e-01, eta: 8 days, 9:30:50, time: 1.501, data_time: 0.001, memory: 16628, top1_acc: 0.3353, top5_acc: 0.6004, loss_cls: 3.0022, loss: 3.0022, grad_norm: 1.6911 2021-01-20 22:04:39,147 - mmaction - INFO - Epoch [54][620/2147] lr: 1.796e-01, eta: 8 days, 9:30:10, time: 1.581, data_time: 0.005, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5790, loss_cls: 3.0843, loss: 3.0843, grad_norm: 1.7126 2021-01-20 22:05:08,278 - mmaction - INFO - Epoch [54][640/2147] lr: 1.796e-01, eta: 8 days, 9:29:21, time: 1.457, data_time: 0.004, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5701, loss_cls: 3.1421, loss: 3.1421, grad_norm: 1.7159 2021-01-20 22:05:37,516 - mmaction - INFO - Epoch [54][660/2147] lr: 1.796e-01, eta: 8 days, 9:28:32, time: 1.460, data_time: 0.002, memory: 16628, top1_acc: 0.3281, top5_acc: 0.5728, loss_cls: 3.1434, loss: 3.1434, grad_norm: 1.6563 2021-01-20 22:06:06,954 - mmaction - INFO - Epoch [54][680/2147] lr: 1.796e-01, eta: 8 days, 9:27:43, time: 1.472, data_time: 0.008, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5621, loss_cls: 3.1778, loss: 3.1778, grad_norm: 1.6231 2021-01-20 22:06:35,597 - mmaction - INFO - Epoch [54][700/2147] lr: 1.796e-01, eta: 8 days, 9:26:52, time: 1.434, data_time: 0.005, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5674, loss_cls: 3.1734, loss: 3.1734, grad_norm: 1.6723 2021-01-20 22:07:08,767 - mmaction - INFO - Epoch [54][720/2147] lr: 1.796e-01, eta: 8 days, 9:26:19, time: 1.659, data_time: 0.004, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5844, loss_cls: 3.0791, loss: 3.0791, grad_norm: 1.6960 2021-01-20 22:07:38,334 - mmaction - INFO - Epoch [54][740/2147] lr: 1.796e-01, eta: 8 days, 9:25:31, time: 1.477, data_time: 0.003, memory: 16628, top1_acc: 0.2991, top5_acc: 0.5446, loss_cls: 3.2619, loss: 3.2619, grad_norm: 1.7135 2021-01-20 22:08:07,376 - mmaction - INFO - Epoch [54][760/2147] lr: 1.796e-01, eta: 8 days, 9:24:41, time: 1.452, data_time: 0.003, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5696, loss_cls: 3.1254, loss: 3.1254, grad_norm: 1.6727 2021-01-20 22:08:36,086 - mmaction - INFO - Epoch [54][780/2147] lr: 1.796e-01, eta: 8 days, 9:23:50, time: 1.434, data_time: 0.004, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5634, loss_cls: 3.1533, loss: 3.1533, grad_norm: 1.6700 2021-01-20 22:09:04,801 - mmaction - INFO - Epoch [54][800/2147] lr: 1.796e-01, eta: 8 days, 9:23:00, time: 1.438, data_time: 0.009, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5875, loss_cls: 3.0763, loss: 3.0763, grad_norm: 1.6819 2021-01-20 22:09:34,052 - mmaction - INFO - Epoch [54][820/2147] lr: 1.796e-01, eta: 8 days, 9:22:11, time: 1.462, data_time: 0.003, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5790, loss_cls: 3.1058, loss: 3.1058, grad_norm: 1.7008 2021-01-20 22:10:09,908 - mmaction - INFO - Epoch [54][840/2147] lr: 1.796e-01, eta: 8 days, 9:21:47, time: 1.791, data_time: 0.002, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5670, loss_cls: 3.2010, loss: 3.2010, grad_norm: 1.7179 2021-01-20 22:10:42,973 - mmaction - INFO - Epoch [54][860/2147] lr: 1.796e-01, eta: 8 days, 9:21:12, time: 1.653, data_time: 0.005, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5594, loss_cls: 3.1722, loss: 3.1722, grad_norm: 1.6559 2021-01-20 22:11:12,302 - mmaction - INFO - Epoch [54][880/2147] lr: 1.796e-01, eta: 8 days, 9:20:24, time: 1.463, data_time: 0.006, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5844, loss_cls: 3.1272, loss: 3.1272, grad_norm: 1.7006 2021-01-20 22:11:41,025 - mmaction - INFO - Epoch [54][900/2147] lr: 1.796e-01, eta: 8 days, 9:19:33, time: 1.438, data_time: 0.008, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5482, loss_cls: 3.2237, loss: 3.2237, grad_norm: 1.7132 2021-01-20 22:12:13,589 - mmaction - INFO - Epoch [54][920/2147] lr: 1.796e-01, eta: 8 days, 9:18:57, time: 1.632, data_time: 0.006, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5643, loss_cls: 3.2065, loss: 3.2065, grad_norm: 1.6748 2021-01-20 22:12:43,572 - mmaction - INFO - Epoch [54][940/2147] lr: 1.796e-01, eta: 8 days, 9:18:11, time: 1.500, data_time: 0.003, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5737, loss_cls: 3.1263, loss: 3.1263, grad_norm: 1.6556 2021-01-20 22:13:14,787 - mmaction - INFO - Epoch [54][960/2147] lr: 1.796e-01, eta: 8 days, 9:17:29, time: 1.555, data_time: 0.004, memory: 16628, top1_acc: 0.3004, top5_acc: 0.5509, loss_cls: 3.2670, loss: 3.2670, grad_norm: 1.7012 2021-01-20 22:13:43,429 - mmaction - INFO - Epoch [54][980/2147] lr: 1.796e-01, eta: 8 days, 9:16:39, time: 1.437, data_time: 0.007, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5500, loss_cls: 3.2366, loss: 3.2366, grad_norm: 1.6981 2021-01-20 22:14:12,574 - mmaction - INFO - Epoch [54][1000/2147] lr: 1.796e-01, eta: 8 days, 9:15:49, time: 1.455, data_time: 0.003, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5589, loss_cls: 3.2155, loss: 3.2155, grad_norm: 1.6746 2021-01-20 22:14:41,508 - mmaction - INFO - Epoch [54][1020/2147] lr: 1.796e-01, eta: 8 days, 9:14:59, time: 1.447, data_time: 0.005, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5692, loss_cls: 3.1055, loss: 3.1055, grad_norm: 1.6717 2021-01-20 22:15:14,371 - mmaction - INFO - Epoch [54][1040/2147] lr: 1.796e-01, eta: 8 days, 9:14:24, time: 1.643, data_time: 0.006, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5674, loss_cls: 3.1926, loss: 3.1926, grad_norm: 1.7245 2021-01-20 22:15:43,127 - mmaction - INFO - Epoch [54][1060/2147] lr: 1.796e-01, eta: 8 days, 9:13:34, time: 1.438, data_time: 0.004, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5616, loss_cls: 3.1434, loss: 3.1434, grad_norm: 1.6817 2021-01-20 22:16:12,905 - mmaction - INFO - Epoch [54][1080/2147] lr: 1.796e-01, eta: 8 days, 9:12:47, time: 1.491, data_time: 0.004, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5714, loss_cls: 3.1457, loss: 3.1457, grad_norm: 1.6898 2021-01-20 22:16:46,455 - mmaction - INFO - Epoch [54][1100/2147] lr: 1.796e-01, eta: 8 days, 9:12:15, time: 1.677, data_time: 0.002, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5576, loss_cls: 3.2216, loss: 3.2216, grad_norm: 1.7208 2021-01-20 22:17:17,688 - mmaction - INFO - Epoch [54][1120/2147] lr: 1.796e-01, eta: 8 days, 9:11:34, time: 1.562, data_time: 0.003, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5781, loss_cls: 3.1040, loss: 3.1040, grad_norm: 1.6313 2021-01-20 22:17:49,888 - mmaction - INFO - Epoch [54][1140/2147] lr: 1.796e-01, eta: 8 days, 9:10:56, time: 1.610, data_time: 0.002, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5795, loss_cls: 3.1061, loss: 3.1061, grad_norm: 1.7152 2021-01-20 22:18:18,628 - mmaction - INFO - Epoch [54][1160/2147] lr: 1.796e-01, eta: 8 days, 9:10:05, time: 1.436, data_time: 0.003, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5750, loss_cls: 3.1266, loss: 3.1266, grad_norm: 1.7090 2021-01-20 22:18:47,706 - mmaction - INFO - Epoch [54][1180/2147] lr: 1.796e-01, eta: 8 days, 9:09:16, time: 1.455, data_time: 0.004, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5687, loss_cls: 3.1397, loss: 3.1397, grad_norm: 1.6895 2021-01-20 22:19:16,957 - mmaction - INFO - Epoch [54][1200/2147] lr: 1.796e-01, eta: 8 days, 9:08:27, time: 1.462, data_time: 0.003, memory: 16628, top1_acc: 0.3295, top5_acc: 0.5719, loss_cls: 3.1168, loss: 3.1168, grad_norm: 1.6591 2021-01-20 22:19:46,593 - mmaction - INFO - Epoch [54][1220/2147] lr: 1.796e-01, eta: 8 days, 9:07:40, time: 1.482, data_time: 0.005, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5893, loss_cls: 3.0686, loss: 3.0686, grad_norm: 1.6893 2021-01-20 22:20:15,249 - mmaction - INFO - Epoch [54][1240/2147] lr: 1.796e-01, eta: 8 days, 9:06:49, time: 1.433, data_time: 0.002, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5772, loss_cls: 3.1285, loss: 3.1285, grad_norm: 1.7266 2021-01-20 22:20:45,805 - mmaction - INFO - Epoch [54][1260/2147] lr: 1.796e-01, eta: 8 days, 9:06:05, time: 1.526, data_time: 0.002, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5585, loss_cls: 3.1913, loss: 3.1913, grad_norm: 1.6949 2021-01-20 22:21:14,623 - mmaction - INFO - Epoch [54][1280/2147] lr: 1.796e-01, eta: 8 days, 9:05:15, time: 1.442, data_time: 0.008, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5759, loss_cls: 3.1592, loss: 3.1592, grad_norm: 1.7161 2021-01-20 22:21:43,567 - mmaction - INFO - Epoch [54][1300/2147] lr: 1.796e-01, eta: 8 days, 9:04:25, time: 1.445, data_time: 0.002, memory: 16628, top1_acc: 0.3371, top5_acc: 0.5714, loss_cls: 3.0997, loss: 3.0997, grad_norm: 1.6690 2021-01-20 22:22:13,144 - mmaction - INFO - Epoch [54][1320/2147] lr: 1.796e-01, eta: 8 days, 9:03:38, time: 1.479, data_time: 0.003, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5687, loss_cls: 3.1602, loss: 3.1602, grad_norm: 1.7270 2021-01-20 22:22:45,924 - mmaction - INFO - Epoch [54][1340/2147] lr: 1.796e-01, eta: 8 days, 9:03:02, time: 1.641, data_time: 0.005, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5549, loss_cls: 3.2046, loss: 3.2046, grad_norm: 1.6691 2021-01-20 22:23:14,860 - mmaction - INFO - Epoch [54][1360/2147] lr: 1.796e-01, eta: 8 days, 9:02:12, time: 1.443, data_time: 0.004, memory: 16628, top1_acc: 0.3250, top5_acc: 0.5808, loss_cls: 3.1161, loss: 3.1161, grad_norm: 1.6389 2021-01-20 22:23:43,536 - mmaction - INFO - Epoch [54][1380/2147] lr: 1.796e-01, eta: 8 days, 9:01:22, time: 1.436, data_time: 0.007, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5839, loss_cls: 3.1536, loss: 3.1536, grad_norm: 1.6763 2021-01-20 22:24:14,191 - mmaction - INFO - Epoch [54][1400/2147] lr: 1.796e-01, eta: 8 days, 9:00:38, time: 1.532, data_time: 0.002, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5839, loss_cls: 3.1117, loss: 3.1117, grad_norm: 1.6509 2021-01-20 22:24:43,479 - mmaction - INFO - Epoch [54][1420/2147] lr: 1.796e-01, eta: 8 days, 8:59:50, time: 1.465, data_time: 0.003, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5781, loss_cls: 3.1136, loss: 3.1136, grad_norm: 1.6738 2021-01-20 22:25:13,542 - mmaction - INFO - Epoch [54][1440/2147] lr: 1.796e-01, eta: 8 days, 8:59:04, time: 1.504, data_time: 0.004, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5714, loss_cls: 3.1229, loss: 3.1229, grad_norm: 1.6697 2021-01-20 22:25:43,006 - mmaction - INFO - Epoch [54][1460/2147] lr: 1.796e-01, eta: 8 days, 8:58:16, time: 1.473, data_time: 0.002, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5741, loss_cls: 3.0717, loss: 3.0717, grad_norm: 1.6347 2021-01-20 22:26:12,674 - mmaction - INFO - Epoch [54][1480/2147] lr: 1.796e-01, eta: 8 days, 8:57:29, time: 1.482, data_time: 0.002, memory: 16628, top1_acc: 0.3063, top5_acc: 0.5607, loss_cls: 3.2064, loss: 3.2064, grad_norm: 1.7173 2021-01-20 22:26:44,175 - mmaction - INFO - Epoch [54][1500/2147] lr: 1.796e-01, eta: 8 days, 8:56:49, time: 1.577, data_time: 0.004, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5504, loss_cls: 3.2259, loss: 3.2259, grad_norm: 1.6361 2021-01-20 22:27:15,594 - mmaction - INFO - Epoch [54][1520/2147] lr: 1.796e-01, eta: 8 days, 8:56:09, time: 1.572, data_time: 0.004, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5625, loss_cls: 3.1555, loss: 3.1555, grad_norm: 1.6852 2021-01-20 22:27:46,030 - mmaction - INFO - Epoch [54][1540/2147] lr: 1.796e-01, eta: 8 days, 8:55:24, time: 1.518, data_time: 0.001, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5652, loss_cls: 3.1687, loss: 3.1687, grad_norm: 1.6696 2021-01-20 22:28:17,821 - mmaction - INFO - Epoch [54][1560/2147] lr: 1.796e-01, eta: 8 days, 8:54:45, time: 1.590, data_time: 0.006, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5589, loss_cls: 3.1461, loss: 3.1461, grad_norm: 1.7183 2021-01-20 22:28:47,881 - mmaction - INFO - Epoch [54][1580/2147] lr: 1.796e-01, eta: 8 days, 8:54:00, time: 1.507, data_time: 0.006, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5844, loss_cls: 3.0999, loss: 3.0999, grad_norm: 1.6631 2021-01-20 22:29:16,611 - mmaction - INFO - Epoch [54][1600/2147] lr: 1.796e-01, eta: 8 days, 8:53:10, time: 1.436, data_time: 0.002, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5558, loss_cls: 3.2446, loss: 3.2446, grad_norm: 1.6815 2021-01-20 22:29:46,594 - mmaction - INFO - Epoch [54][1620/2147] lr: 1.796e-01, eta: 8 days, 8:52:24, time: 1.496, data_time: 0.002, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5634, loss_cls: 3.1798, loss: 3.1798, grad_norm: 1.6671 2021-01-20 22:30:16,865 - mmaction - INFO - Epoch [54][1640/2147] lr: 1.796e-01, eta: 8 days, 8:51:39, time: 1.513, data_time: 0.005, memory: 16628, top1_acc: 0.3013, top5_acc: 0.5558, loss_cls: 3.2016, loss: 3.2016, grad_norm: 1.7175 2021-01-20 22:30:46,689 - mmaction - INFO - Epoch [54][1660/2147] lr: 1.796e-01, eta: 8 days, 8:50:53, time: 1.494, data_time: 0.005, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5616, loss_cls: 3.1517, loss: 3.1517, grad_norm: 1.6672 2021-01-20 22:31:16,235 - mmaction - INFO - Epoch [54][1680/2147] lr: 1.796e-01, eta: 8 days, 8:50:05, time: 1.477, data_time: 0.005, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5558, loss_cls: 3.1808, loss: 3.1808, grad_norm: 1.6736 2021-01-20 22:31:50,495 - mmaction - INFO - Epoch [54][1700/2147] lr: 1.796e-01, eta: 8 days, 8:49:35, time: 1.714, data_time: 0.004, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5728, loss_cls: 3.1276, loss: 3.1276, grad_norm: 1.6810 2021-01-20 22:32:19,226 - mmaction - INFO - Epoch [54][1720/2147] lr: 1.796e-01, eta: 8 days, 8:48:45, time: 1.436, data_time: 0.005, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5746, loss_cls: 3.1539, loss: 3.1539, grad_norm: 1.6986 2021-01-20 22:32:48,514 - mmaction - INFO - Epoch [54][1740/2147] lr: 1.796e-01, eta: 8 days, 8:47:56, time: 1.463, data_time: 0.003, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5705, loss_cls: 3.1639, loss: 3.1639, grad_norm: 1.7040 2021-01-20 22:33:19,015 - mmaction - INFO - Epoch [54][1760/2147] lr: 1.796e-01, eta: 8 days, 8:47:13, time: 1.525, data_time: 0.006, memory: 16628, top1_acc: 0.2991, top5_acc: 0.5478, loss_cls: 3.2172, loss: 3.2172, grad_norm: 1.6390 2021-01-20 22:33:49,329 - mmaction - INFO - Epoch [54][1780/2147] lr: 1.796e-01, eta: 8 days, 8:46:28, time: 1.509, data_time: 0.005, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5772, loss_cls: 3.1627, loss: 3.1627, grad_norm: 1.6429 2021-01-20 22:34:20,607 - mmaction - INFO - Epoch [54][1800/2147] lr: 1.796e-01, eta: 8 days, 8:45:47, time: 1.568, data_time: 0.009, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5661, loss_cls: 3.1421, loss: 3.1421, grad_norm: 1.7094 2021-01-20 22:34:50,573 - mmaction - INFO - Epoch [54][1820/2147] lr: 1.796e-01, eta: 8 days, 8:45:01, time: 1.501, data_time: 0.007, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5795, loss_cls: 3.1112, loss: 3.1112, grad_norm: 1.6830 2021-01-20 22:35:19,300 - mmaction - INFO - Epoch [54][1840/2147] lr: 1.796e-01, eta: 8 days, 8:44:11, time: 1.437, data_time: 0.009, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5478, loss_cls: 3.2392, loss: 3.2392, grad_norm: 1.6715 2021-01-20 22:35:48,147 - mmaction - INFO - Epoch [54][1860/2147] lr: 1.796e-01, eta: 8 days, 8:43:21, time: 1.441, data_time: 0.002, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5737, loss_cls: 3.1658, loss: 3.1658, grad_norm: 1.6872 2021-01-20 22:36:18,815 - mmaction - INFO - Epoch [54][1880/2147] lr: 1.796e-01, eta: 8 days, 8:42:38, time: 1.532, data_time: 0.007, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5469, loss_cls: 3.2793, loss: 3.2793, grad_norm: 1.7118 2021-01-20 22:36:48,757 - mmaction - INFO - Epoch [54][1900/2147] lr: 1.796e-01, eta: 8 days, 8:41:52, time: 1.500, data_time: 0.006, memory: 16628, top1_acc: 0.2964, top5_acc: 0.5580, loss_cls: 3.1868, loss: 3.1868, grad_norm: 1.7388 2021-01-20 22:37:19,255 - mmaction - INFO - Epoch [54][1920/2147] lr: 1.796e-01, eta: 8 days, 8:41:08, time: 1.522, data_time: 0.002, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5665, loss_cls: 3.1654, loss: 3.1654, grad_norm: 1.6975 2021-01-20 22:37:49,315 - mmaction - INFO - Epoch [54][1940/2147] lr: 1.796e-01, eta: 8 days, 8:40:23, time: 1.506, data_time: 0.005, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5737, loss_cls: 3.1645, loss: 3.1645, grad_norm: 1.6924 2021-01-20 22:38:18,111 - mmaction - INFO - Epoch [54][1960/2147] lr: 1.796e-01, eta: 8 days, 8:39:32, time: 1.437, data_time: 0.001, memory: 16628, top1_acc: 0.3250, top5_acc: 0.5616, loss_cls: 3.1284, loss: 3.1284, grad_norm: 1.6395 2021-01-20 22:38:46,693 - mmaction - INFO - Epoch [54][1980/2147] lr: 1.796e-01, eta: 8 days, 8:38:41, time: 1.431, data_time: 0.004, memory: 16628, top1_acc: 0.3415, top5_acc: 0.5839, loss_cls: 3.0923, loss: 3.0923, grad_norm: 1.6336 2021-01-20 22:39:15,683 - mmaction - INFO - Epoch [54][2000/2147] lr: 1.796e-01, eta: 8 days, 8:37:52, time: 1.448, data_time: 0.003, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5844, loss_cls: 3.0610, loss: 3.0610, grad_norm: 1.6577 2021-01-20 22:39:44,558 - mmaction - INFO - Epoch [54][2020/2147] lr: 1.796e-01, eta: 8 days, 8:37:02, time: 1.443, data_time: 0.003, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5835, loss_cls: 3.1157, loss: 3.1157, grad_norm: 1.7330 2021-01-20 22:40:13,560 - mmaction - INFO - Epoch [54][2040/2147] lr: 1.796e-01, eta: 8 days, 8:36:13, time: 1.452, data_time: 0.011, memory: 16628, top1_acc: 0.3371, top5_acc: 0.5759, loss_cls: 3.1014, loss: 3.1014, grad_norm: 1.6998 2021-01-20 22:40:44,943 - mmaction - INFO - Epoch [54][2060/2147] lr: 1.796e-01, eta: 8 days, 8:35:32, time: 1.569, data_time: 0.003, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5687, loss_cls: 3.1222, loss: 3.1222, grad_norm: 1.6786 2021-01-20 22:41:14,243 - mmaction - INFO - Epoch [54][2080/2147] lr: 1.796e-01, eta: 8 days, 8:34:44, time: 1.462, data_time: 0.004, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5830, loss_cls: 3.0708, loss: 3.0708, grad_norm: 1.6957 2021-01-20 22:41:44,583 - mmaction - INFO - Epoch [54][2100/2147] lr: 1.796e-01, eta: 8 days, 8:33:57, time: 1.487, data_time: 0.005, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5647, loss_cls: 3.1916, loss: 3.1916, grad_norm: 1.6854 2021-01-20 22:42:14,663 - mmaction - INFO - Epoch [54][2120/2147] lr: 1.796e-01, eta: 8 days, 8:33:14, time: 1.536, data_time: 0.061, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5701, loss_cls: 3.1574, loss: 3.1574, grad_norm: 1.6735 2021-01-20 22:42:44,295 - mmaction - INFO - Epoch [54][2140/2147] lr: 1.796e-01, eta: 8 days, 8:32:27, time: 1.481, data_time: 0.008, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5652, loss_cls: 3.2008, loss: 3.2008, grad_norm: 1.6890 2021-01-20 22:47:52,302 - mmaction - INFO - Epoch [55][20/2147] lr: 1.788e-01, eta: 8 days, 8:46:37, time: 14.208, data_time: 12.558, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5871, loss_cls: 3.0556, loss: 3.0556, grad_norm: 1.6798 2021-01-20 22:48:21,162 - mmaction - INFO - Epoch [55][40/2147] lr: 1.788e-01, eta: 8 days, 8:45:47, time: 1.445, data_time: 0.006, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5768, loss_cls: 3.0967, loss: 3.0967, grad_norm: 1.6547 2021-01-20 22:48:51,480 - mmaction - INFO - Epoch [55][60/2147] lr: 1.788e-01, eta: 8 days, 8:45:03, time: 1.517, data_time: 0.004, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5692, loss_cls: 3.1368, loss: 3.1368, grad_norm: 1.6414 2021-01-20 22:49:20,323 - mmaction - INFO - Epoch [55][80/2147] lr: 1.788e-01, eta: 8 days, 8:44:12, time: 1.442, data_time: 0.003, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5795, loss_cls: 3.0751, loss: 3.0751, grad_norm: 1.6610 2021-01-20 22:49:50,446 - mmaction - INFO - Epoch [55][100/2147] lr: 1.788e-01, eta: 8 days, 8:43:27, time: 1.506, data_time: 0.003, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5554, loss_cls: 3.1754, loss: 3.1754, grad_norm: 1.6605 2021-01-20 22:50:19,796 - mmaction - INFO - Epoch [55][120/2147] lr: 1.788e-01, eta: 8 days, 8:42:39, time: 1.468, data_time: 0.002, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5656, loss_cls: 3.1484, loss: 3.1484, grad_norm: 1.6965 2021-01-20 22:50:48,871 - mmaction - INFO - Epoch [55][140/2147] lr: 1.788e-01, eta: 8 days, 8:41:50, time: 1.453, data_time: 0.001, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5763, loss_cls: 3.1426, loss: 3.1426, grad_norm: 1.7125 2021-01-20 22:51:18,980 - mmaction - INFO - Epoch [55][160/2147] lr: 1.788e-01, eta: 8 days, 8:41:04, time: 1.506, data_time: 0.003, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5687, loss_cls: 3.1141, loss: 3.1141, grad_norm: 1.6636 2021-01-20 22:52:00,927 - mmaction - INFO - Epoch [55][180/2147] lr: 1.788e-01, eta: 8 days, 8:41:03, time: 2.095, data_time: 0.004, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5781, loss_cls: 3.0972, loss: 3.0972, grad_norm: 1.6694 2021-01-20 22:52:32,016 - mmaction - INFO - Epoch [55][200/2147] lr: 1.788e-01, eta: 8 days, 8:40:21, time: 1.554, data_time: 0.006, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5786, loss_cls: 3.1246, loss: 3.1246, grad_norm: 1.6887 2021-01-20 22:53:01,557 - mmaction - INFO - Epoch [55][220/2147] lr: 1.788e-01, eta: 8 days, 8:39:34, time: 1.479, data_time: 0.009, memory: 16628, top1_acc: 0.3308, top5_acc: 0.5902, loss_cls: 3.0359, loss: 3.0359, grad_norm: 1.6888 2021-01-20 22:53:31,871 - mmaction - INFO - Epoch [55][240/2147] lr: 1.788e-01, eta: 8 days, 8:38:49, time: 1.517, data_time: 0.005, memory: 16628, top1_acc: 0.2951, top5_acc: 0.5455, loss_cls: 3.2606, loss: 3.2606, grad_norm: 1.7098 2021-01-20 22:54:03,071 - mmaction - INFO - Epoch [55][260/2147] lr: 1.788e-01, eta: 8 days, 8:38:08, time: 1.557, data_time: 0.004, memory: 16628, top1_acc: 0.3321, top5_acc: 0.5848, loss_cls: 3.0768, loss: 3.0768, grad_norm: 1.6660 2021-01-20 22:54:31,939 - mmaction - INFO - Epoch [55][280/2147] lr: 1.788e-01, eta: 8 days, 8:37:18, time: 1.447, data_time: 0.006, memory: 16628, top1_acc: 0.3491, top5_acc: 0.6049, loss_cls: 2.9856, loss: 2.9856, grad_norm: 1.7066 2021-01-20 22:55:01,037 - mmaction - INFO - Epoch [55][300/2147] lr: 1.788e-01, eta: 8 days, 8:36:29, time: 1.454, data_time: 0.002, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5790, loss_cls: 3.0943, loss: 3.0943, grad_norm: 1.7318 2021-01-20 22:55:30,116 - mmaction - INFO - Epoch [55][320/2147] lr: 1.788e-01, eta: 8 days, 8:35:40, time: 1.453, data_time: 0.009, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5839, loss_cls: 3.0976, loss: 3.0976, grad_norm: 1.6935 2021-01-20 22:56:01,361 - mmaction - INFO - Epoch [55][340/2147] lr: 1.788e-01, eta: 8 days, 8:34:59, time: 1.563, data_time: 0.008, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5728, loss_cls: 3.1129, loss: 3.1129, grad_norm: 1.7189 2021-01-20 22:56:33,315 - mmaction - INFO - Epoch [55][360/2147] lr: 1.788e-01, eta: 8 days, 8:34:18, time: 1.561, data_time: 0.005, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5728, loss_cls: 3.1634, loss: 3.1634, grad_norm: 1.7347 2021-01-20 22:57:03,856 - mmaction - INFO - Epoch [55][380/2147] lr: 1.788e-01, eta: 8 days, 8:33:37, time: 1.565, data_time: 0.043, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5732, loss_cls: 3.1318, loss: 3.1318, grad_norm: 1.6742 2021-01-20 22:57:34,009 - mmaction - INFO - Epoch [55][400/2147] lr: 1.788e-01, eta: 8 days, 8:32:52, time: 1.508, data_time: 0.002, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5563, loss_cls: 3.1839, loss: 3.1839, grad_norm: 1.6760 2021-01-20 22:58:02,868 - mmaction - INFO - Epoch [55][420/2147] lr: 1.788e-01, eta: 8 days, 8:32:01, time: 1.440, data_time: 0.008, memory: 16628, top1_acc: 0.2991, top5_acc: 0.5589, loss_cls: 3.2001, loss: 3.2001, grad_norm: 1.7201 2021-01-20 22:58:33,232 - mmaction - INFO - Epoch [55][440/2147] lr: 1.788e-01, eta: 8 days, 8:31:17, time: 1.520, data_time: 0.008, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5710, loss_cls: 3.1247, loss: 3.1247, grad_norm: 1.6925 2021-01-20 22:59:03,332 - mmaction - INFO - Epoch [55][460/2147] lr: 1.788e-01, eta: 8 days, 8:30:32, time: 1.500, data_time: 0.003, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5714, loss_cls: 3.1126, loss: 3.1126, grad_norm: 1.6875 2021-01-20 22:59:31,954 - mmaction - INFO - Epoch [55][480/2147] lr: 1.788e-01, eta: 8 days, 8:29:41, time: 1.436, data_time: 0.007, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5812, loss_cls: 3.1186, loss: 3.1186, grad_norm: 1.6868 2021-01-20 23:00:00,582 - mmaction - INFO - Epoch [55][500/2147] lr: 1.788e-01, eta: 8 days, 8:28:50, time: 1.433, data_time: 0.004, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5978, loss_cls: 3.0367, loss: 3.0367, grad_norm: 1.6875 2021-01-20 23:00:30,810 - mmaction - INFO - Epoch [55][520/2147] lr: 1.788e-01, eta: 8 days, 8:28:05, time: 1.510, data_time: 0.001, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5955, loss_cls: 3.0538, loss: 3.0538, grad_norm: 1.6737 2021-01-20 23:00:59,375 - mmaction - INFO - Epoch [55][540/2147] lr: 1.788e-01, eta: 8 days, 8:27:14, time: 1.426, data_time: 0.006, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5616, loss_cls: 3.1749, loss: 3.1749, grad_norm: 1.7273 2021-01-20 23:01:29,208 - mmaction - INFO - Epoch [55][560/2147] lr: 1.788e-01, eta: 8 days, 8:26:28, time: 1.492, data_time: 0.005, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5768, loss_cls: 3.1000, loss: 3.1000, grad_norm: 1.6932 2021-01-20 23:02:04,468 - mmaction - INFO - Epoch [55][580/2147] lr: 1.788e-01, eta: 8 days, 8:26:02, time: 1.764, data_time: 0.009, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5607, loss_cls: 3.1652, loss: 3.1652, grad_norm: 1.6777 2021-01-20 23:02:33,335 - mmaction - INFO - Epoch [55][600/2147] lr: 1.788e-01, eta: 8 days, 8:25:12, time: 1.442, data_time: 0.003, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5799, loss_cls: 3.1578, loss: 3.1578, grad_norm: 1.7171 2021-01-20 23:03:03,152 - mmaction - INFO - Epoch [55][620/2147] lr: 1.788e-01, eta: 8 days, 8:24:26, time: 1.492, data_time: 0.004, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5781, loss_cls: 3.1060, loss: 3.1060, grad_norm: 1.6915 2021-01-20 23:03:36,700 - mmaction - INFO - Epoch [55][640/2147] lr: 1.788e-01, eta: 8 days, 8:23:53, time: 1.677, data_time: 0.003, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5634, loss_cls: 3.1370, loss: 3.1370, grad_norm: 1.6810 2021-01-20 23:04:05,896 - mmaction - INFO - Epoch [55][660/2147] lr: 1.788e-01, eta: 8 days, 8:23:05, time: 1.458, data_time: 0.004, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5527, loss_cls: 3.1647, loss: 3.1647, grad_norm: 1.6544 2021-01-20 23:04:37,336 - mmaction - INFO - Epoch [55][680/2147] lr: 1.788e-01, eta: 8 days, 8:22:24, time: 1.572, data_time: 0.005, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5638, loss_cls: 3.1477, loss: 3.1477, grad_norm: 1.6899 2021-01-20 23:05:06,473 - mmaction - INFO - Epoch [55][700/2147] lr: 1.788e-01, eta: 8 days, 8:21:36, time: 1.458, data_time: 0.005, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5594, loss_cls: 3.1663, loss: 3.1663, grad_norm: 1.7069 2021-01-20 23:05:36,268 - mmaction - INFO - Epoch [55][720/2147] lr: 1.788e-01, eta: 8 days, 8:20:49, time: 1.490, data_time: 0.005, memory: 16628, top1_acc: 0.3085, top5_acc: 0.5585, loss_cls: 3.2223, loss: 3.2223, grad_norm: 1.6476 2021-01-20 23:06:05,062 - mmaction - INFO - Epoch [55][740/2147] lr: 1.788e-01, eta: 8 days, 8:19:59, time: 1.440, data_time: 0.005, memory: 16628, top1_acc: 0.2937, top5_acc: 0.5670, loss_cls: 3.1950, loss: 3.1950, grad_norm: 1.6845 2021-01-20 23:06:34,052 - mmaction - INFO - Epoch [55][760/2147] lr: 1.788e-01, eta: 8 days, 8:19:10, time: 1.450, data_time: 0.003, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5647, loss_cls: 3.1641, loss: 3.1641, grad_norm: 1.6950 2021-01-20 23:07:09,690 - mmaction - INFO - Epoch [55][780/2147] lr: 1.788e-01, eta: 8 days, 8:18:45, time: 1.779, data_time: 0.005, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5652, loss_cls: 3.1853, loss: 3.1853, grad_norm: 1.6629 2021-01-20 23:07:38,393 - mmaction - INFO - Epoch [55][800/2147] lr: 1.788e-01, eta: 8 days, 8:17:55, time: 1.435, data_time: 0.004, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5804, loss_cls: 3.0954, loss: 3.0954, grad_norm: 1.7161 2021-01-20 23:08:07,680 - mmaction - INFO - Epoch [55][820/2147] lr: 1.788e-01, eta: 8 days, 8:17:06, time: 1.465, data_time: 0.005, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5848, loss_cls: 3.1078, loss: 3.1078, grad_norm: 1.6582 2021-01-20 23:08:36,742 - mmaction - INFO - Epoch [55][840/2147] lr: 1.788e-01, eta: 8 days, 8:16:17, time: 1.455, data_time: 0.007, memory: 16628, top1_acc: 0.2978, top5_acc: 0.5411, loss_cls: 3.2349, loss: 3.2349, grad_norm: 1.6726 2021-01-20 23:09:05,948 - mmaction - INFO - Epoch [55][860/2147] lr: 1.788e-01, eta: 8 days, 8:15:29, time: 1.458, data_time: 0.001, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5826, loss_cls: 3.0931, loss: 3.0931, grad_norm: 1.6493 2021-01-20 23:09:36,102 - mmaction - INFO - Epoch [55][880/2147] lr: 1.788e-01, eta: 8 days, 8:14:44, time: 1.510, data_time: 0.006, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5759, loss_cls: 3.1160, loss: 3.1160, grad_norm: 1.7038 2021-01-20 23:10:04,939 - mmaction - INFO - Epoch [55][900/2147] lr: 1.788e-01, eta: 8 days, 8:13:54, time: 1.442, data_time: 0.004, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5879, loss_cls: 3.1165, loss: 3.1165, grad_norm: 1.6918 2021-01-20 23:10:35,304 - mmaction - INFO - Epoch [55][920/2147] lr: 1.788e-01, eta: 8 days, 8:13:10, time: 1.518, data_time: 0.007, memory: 16628, top1_acc: 0.3321, top5_acc: 0.5723, loss_cls: 3.0809, loss: 3.0809, grad_norm: 1.6805 2021-01-20 23:11:06,333 - mmaction - INFO - Epoch [55][940/2147] lr: 1.788e-01, eta: 8 days, 8:12:28, time: 1.552, data_time: 0.003, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5661, loss_cls: 3.1911, loss: 3.1911, grad_norm: 1.7078 2021-01-20 23:11:35,577 - mmaction - INFO - Epoch [55][960/2147] lr: 1.788e-01, eta: 8 days, 8:11:40, time: 1.462, data_time: 0.003, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5754, loss_cls: 3.1491, loss: 3.1491, grad_norm: 1.6775 2021-01-20 23:12:04,216 - mmaction - INFO - Epoch [55][980/2147] lr: 1.788e-01, eta: 8 days, 8:10:49, time: 1.430, data_time: 0.007, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5661, loss_cls: 3.1240, loss: 3.1240, grad_norm: 1.6756 2021-01-20 23:12:34,713 - mmaction - INFO - Epoch [55][1000/2147] lr: 1.788e-01, eta: 8 days, 8:10:05, time: 1.525, data_time: 0.008, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5643, loss_cls: 3.1868, loss: 3.1868, grad_norm: 1.7066 2021-01-20 23:13:03,730 - mmaction - INFO - Epoch [55][1020/2147] lr: 1.788e-01, eta: 8 days, 8:09:16, time: 1.448, data_time: 0.004, memory: 16628, top1_acc: 0.3281, top5_acc: 0.5821, loss_cls: 3.1113, loss: 3.1113, grad_norm: 1.7016 2021-01-20 23:13:32,661 - mmaction - INFO - Epoch [55][1040/2147] lr: 1.788e-01, eta: 8 days, 8:08:26, time: 1.449, data_time: 0.010, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5665, loss_cls: 3.1595, loss: 3.1595, grad_norm: 1.7067 2021-01-20 23:14:04,449 - mmaction - INFO - Epoch [55][1060/2147] lr: 1.788e-01, eta: 8 days, 8:07:47, time: 1.587, data_time: 0.007, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5652, loss_cls: 3.1350, loss: 3.1350, grad_norm: 1.6730 2021-01-20 23:14:33,093 - mmaction - INFO - Epoch [55][1080/2147] lr: 1.788e-01, eta: 8 days, 8:06:57, time: 1.438, data_time: 0.009, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5929, loss_cls: 3.1059, loss: 3.1059, grad_norm: 1.6747 2021-01-20 23:15:01,903 - mmaction - INFO - Epoch [55][1100/2147] lr: 1.788e-01, eta: 8 days, 8:06:07, time: 1.437, data_time: 0.002, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5786, loss_cls: 3.0993, loss: 3.0993, grad_norm: 1.7258 2021-01-20 23:15:30,562 - mmaction - INFO - Epoch [55][1120/2147] lr: 1.788e-01, eta: 8 days, 8:05:17, time: 1.435, data_time: 0.005, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5589, loss_cls: 3.1866, loss: 3.1866, grad_norm: 1.7178 2021-01-20 23:16:00,077 - mmaction - INFO - Epoch [55][1140/2147] lr: 1.788e-01, eta: 8 days, 8:04:29, time: 1.475, data_time: 0.003, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5768, loss_cls: 3.1219, loss: 3.1219, grad_norm: 1.7152 2021-01-20 23:16:28,920 - mmaction - INFO - Epoch [55][1160/2147] lr: 1.788e-01, eta: 8 days, 8:03:40, time: 1.444, data_time: 0.005, memory: 16628, top1_acc: 0.2982, top5_acc: 0.5522, loss_cls: 3.2491, loss: 3.2491, grad_norm: 1.6576 2021-01-20 23:17:05,980 - mmaction - INFO - Epoch [55][1180/2147] lr: 1.788e-01, eta: 8 days, 8:03:20, time: 1.854, data_time: 0.008, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5839, loss_cls: 3.0862, loss: 3.0862, grad_norm: 1.6367 2021-01-20 23:17:36,075 - mmaction - INFO - Epoch [55][1200/2147] lr: 1.788e-01, eta: 8 days, 8:02:35, time: 1.505, data_time: 0.002, memory: 16628, top1_acc: 0.3344, top5_acc: 0.5830, loss_cls: 3.0749, loss: 3.0749, grad_norm: 1.7103 2021-01-20 23:18:06,446 - mmaction - INFO - Epoch [55][1220/2147] lr: 1.788e-01, eta: 8 days, 8:01:51, time: 1.518, data_time: 0.003, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5580, loss_cls: 3.1878, loss: 3.1878, grad_norm: 1.7028 2021-01-20 23:18:35,315 - mmaction - INFO - Epoch [55][1240/2147] lr: 1.788e-01, eta: 8 days, 8:01:01, time: 1.440, data_time: 0.005, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5884, loss_cls: 3.0594, loss: 3.0594, grad_norm: 1.6831 2021-01-20 23:19:04,111 - mmaction - INFO - Epoch [55][1260/2147] lr: 1.788e-01, eta: 8 days, 8:00:11, time: 1.441, data_time: 0.013, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5728, loss_cls: 3.1322, loss: 3.1322, grad_norm: 1.7377 2021-01-20 23:19:33,015 - mmaction - INFO - Epoch [55][1280/2147] lr: 1.788e-01, eta: 8 days, 7:59:22, time: 1.446, data_time: 0.004, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5580, loss_cls: 3.1651, loss: 3.1651, grad_norm: 1.6974 2021-01-20 23:20:04,632 - mmaction - INFO - Epoch [55][1300/2147] lr: 1.788e-01, eta: 8 days, 7:58:42, time: 1.581, data_time: 0.003, memory: 16628, top1_acc: 0.3063, top5_acc: 0.5741, loss_cls: 3.1430, loss: 3.1430, grad_norm: 1.7246 2021-01-20 23:20:34,535 - mmaction - INFO - Epoch [55][1320/2147] lr: 1.788e-01, eta: 8 days, 7:57:57, time: 1.496, data_time: 0.005, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5781, loss_cls: 3.1357, loss: 3.1357, grad_norm: 1.6916 2021-01-20 23:21:05,658 - mmaction - INFO - Epoch [55][1340/2147] lr: 1.788e-01, eta: 8 days, 7:57:15, time: 1.557, data_time: 0.001, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5554, loss_cls: 3.1179, loss: 3.1179, grad_norm: 1.7018 2021-01-20 23:21:35,269 - mmaction - INFO - Epoch [55][1360/2147] lr: 1.788e-01, eta: 8 days, 7:56:28, time: 1.481, data_time: 0.040, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5795, loss_cls: 3.0564, loss: 3.0564, grad_norm: 1.6728 2021-01-20 23:22:05,026 - mmaction - INFO - Epoch [55][1380/2147] lr: 1.788e-01, eta: 8 days, 7:55:42, time: 1.487, data_time: 0.002, memory: 16628, top1_acc: 0.3085, top5_acc: 0.5705, loss_cls: 3.1455, loss: 3.1455, grad_norm: 1.7219 2021-01-20 23:22:39,816 - mmaction - INFO - Epoch [55][1400/2147] lr: 1.788e-01, eta: 8 days, 7:55:14, time: 1.739, data_time: 0.004, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5741, loss_cls: 3.1316, loss: 3.1316, grad_norm: 1.7013 2021-01-20 23:23:09,784 - mmaction - INFO - Epoch [55][1420/2147] lr: 1.788e-01, eta: 8 days, 7:54:29, time: 1.499, data_time: 0.004, memory: 16628, top1_acc: 0.2929, top5_acc: 0.5513, loss_cls: 3.2502, loss: 3.2502, grad_norm: 1.6850 2021-01-20 23:23:39,249 - mmaction - INFO - Epoch [55][1440/2147] lr: 1.788e-01, eta: 8 days, 7:53:41, time: 1.470, data_time: 0.003, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5687, loss_cls: 3.1535, loss: 3.1535, grad_norm: 1.7100 2021-01-20 23:24:10,204 - mmaction - INFO - Epoch [55][1460/2147] lr: 1.788e-01, eta: 8 days, 7:52:59, time: 1.544, data_time: 0.012, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5647, loss_cls: 3.2143, loss: 3.2143, grad_norm: 1.6853 2021-01-20 23:24:38,705 - mmaction - INFO - Epoch [55][1480/2147] lr: 1.788e-01, eta: 8 days, 7:52:08, time: 1.433, data_time: 0.010, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5705, loss_cls: 3.1634, loss: 3.1634, grad_norm: 1.7058 2021-01-20 23:25:08,253 - mmaction - INFO - Epoch [55][1500/2147] lr: 1.788e-01, eta: 8 days, 7:51:21, time: 1.476, data_time: 0.003, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5723, loss_cls: 3.1379, loss: 3.1379, grad_norm: 1.7195 2021-01-20 23:25:38,456 - mmaction - INFO - Epoch [55][1520/2147] lr: 1.788e-01, eta: 8 days, 7:50:37, time: 1.510, data_time: 0.003, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5710, loss_cls: 3.1364, loss: 3.1364, grad_norm: 1.7481 2021-01-20 23:26:08,180 - mmaction - INFO - Epoch [55][1540/2147] lr: 1.788e-01, eta: 8 days, 7:49:50, time: 1.482, data_time: 0.003, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5701, loss_cls: 3.1477, loss: 3.1477, grad_norm: 1.6862 2021-01-20 23:26:38,723 - mmaction - INFO - Epoch [55][1560/2147] lr: 1.788e-01, eta: 8 days, 7:49:06, time: 1.526, data_time: 0.015, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5549, loss_cls: 3.2355, loss: 3.2355, grad_norm: 1.7070 2021-01-20 23:27:08,679 - mmaction - INFO - Epoch [55][1580/2147] lr: 1.788e-01, eta: 8 days, 7:48:21, time: 1.504, data_time: 0.012, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5804, loss_cls: 3.0733, loss: 3.0733, grad_norm: 1.6872 2021-01-20 23:27:39,789 - mmaction - INFO - Epoch [55][1600/2147] lr: 1.788e-01, eta: 8 days, 7:47:40, time: 1.556, data_time: 0.002, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5580, loss_cls: 3.2197, loss: 3.2197, grad_norm: 1.7242 2021-01-20 23:28:09,261 - mmaction - INFO - Epoch [55][1620/2147] lr: 1.788e-01, eta: 8 days, 7:46:53, time: 1.474, data_time: 0.006, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5656, loss_cls: 3.1531, loss: 3.1531, grad_norm: 1.6464 2021-01-20 23:28:40,767 - mmaction - INFO - Epoch [55][1640/2147] lr: 1.788e-01, eta: 8 days, 7:46:12, time: 1.570, data_time: 0.002, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5871, loss_cls: 3.1085, loss: 3.1085, grad_norm: 1.6969 2021-01-20 23:29:09,454 - mmaction - INFO - Epoch [55][1660/2147] lr: 1.788e-01, eta: 8 days, 7:45:22, time: 1.437, data_time: 0.007, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5647, loss_cls: 3.1827, loss: 3.1827, grad_norm: 1.7430 2021-01-20 23:29:39,539 - mmaction - INFO - Epoch [55][1680/2147] lr: 1.788e-01, eta: 8 days, 7:44:38, time: 1.506, data_time: 0.003, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5652, loss_cls: 3.1463, loss: 3.1463, grad_norm: 1.7035 2021-01-20 23:30:08,277 - mmaction - INFO - Epoch [55][1700/2147] lr: 1.788e-01, eta: 8 days, 7:43:47, time: 1.434, data_time: 0.002, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5786, loss_cls: 3.1347, loss: 3.1347, grad_norm: 1.6980 2021-01-20 23:30:37,540 - mmaction - INFO - Epoch [55][1720/2147] lr: 1.788e-01, eta: 8 days, 7:42:59, time: 1.457, data_time: 0.010, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5746, loss_cls: 3.1168, loss: 3.1168, grad_norm: 1.7237 2021-01-20 23:31:08,906 - mmaction - INFO - Epoch [55][1740/2147] lr: 1.788e-01, eta: 8 days, 7:42:18, time: 1.566, data_time: 0.010, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5705, loss_cls: 3.1434, loss: 3.1434, grad_norm: 1.6896 2021-01-20 23:31:41,018 - mmaction - INFO - Epoch [55][1760/2147] lr: 1.788e-01, eta: 8 days, 7:41:38, time: 1.563, data_time: 0.012, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5531, loss_cls: 3.2028, loss: 3.2028, grad_norm: 1.6630 2021-01-20 23:32:12,617 - mmaction - INFO - Epoch [55][1780/2147] lr: 1.788e-01, eta: 8 days, 7:41:02, time: 1.631, data_time: 0.128, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5674, loss_cls: 3.1310, loss: 3.1310, grad_norm: 1.6482 2021-01-20 23:32:41,312 - mmaction - INFO - Epoch [55][1800/2147] lr: 1.788e-01, eta: 8 days, 7:40:12, time: 1.437, data_time: 0.009, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5795, loss_cls: 3.0880, loss: 3.0880, grad_norm: 1.7056 2021-01-20 23:33:09,920 - mmaction - INFO - Epoch [55][1820/2147] lr: 1.788e-01, eta: 8 days, 7:39:21, time: 1.430, data_time: 0.003, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5638, loss_cls: 3.1779, loss: 3.1779, grad_norm: 1.7239 2021-01-20 23:33:38,529 - mmaction - INFO - Epoch [55][1840/2147] lr: 1.788e-01, eta: 8 days, 7:38:31, time: 1.429, data_time: 0.002, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5643, loss_cls: 3.1861, loss: 3.1861, grad_norm: 1.7392 2021-01-20 23:34:07,919 - mmaction - INFO - Epoch [55][1860/2147] lr: 1.788e-01, eta: 8 days, 7:37:43, time: 1.467, data_time: 0.004, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5897, loss_cls: 3.0922, loss: 3.0922, grad_norm: 1.6865 2021-01-20 23:34:39,472 - mmaction - INFO - Epoch [55][1880/2147] lr: 1.788e-01, eta: 8 days, 7:37:04, time: 1.579, data_time: 0.008, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5647, loss_cls: 3.1643, loss: 3.1643, grad_norm: 1.7391 2021-01-20 23:35:09,509 - mmaction - INFO - Epoch [55][1900/2147] lr: 1.788e-01, eta: 8 days, 7:36:18, time: 1.498, data_time: 0.008, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5571, loss_cls: 3.1804, loss: 3.1804, grad_norm: 1.6627 2021-01-20 23:35:37,901 - mmaction - INFO - Epoch [55][1920/2147] lr: 1.788e-01, eta: 8 days, 7:35:27, time: 1.427, data_time: 0.010, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5884, loss_cls: 3.1067, loss: 3.1067, grad_norm: 1.6899 2021-01-20 23:36:07,906 - mmaction - INFO - Epoch [55][1940/2147] lr: 1.788e-01, eta: 8 days, 7:34:42, time: 1.501, data_time: 0.002, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5679, loss_cls: 3.1301, loss: 3.1301, grad_norm: 1.6561 2021-01-20 23:36:41,300 - mmaction - INFO - Epoch [55][1960/2147] lr: 1.788e-01, eta: 8 days, 7:34:04, time: 1.591, data_time: 0.003, memory: 16628, top1_acc: 0.2991, top5_acc: 0.5598, loss_cls: 3.2139, loss: 3.2139, grad_norm: 1.6208 2021-01-20 23:37:13,826 - mmaction - INFO - Epoch [55][1980/2147] lr: 1.788e-01, eta: 8 days, 7:33:33, time: 1.701, data_time: 0.080, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5705, loss_cls: 3.1126, loss: 3.1126, grad_norm: 1.6830 2021-01-20 23:37:43,053 - mmaction - INFO - Epoch [55][2000/2147] lr: 1.788e-01, eta: 8 days, 7:32:45, time: 1.463, data_time: 0.007, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5500, loss_cls: 3.2272, loss: 3.2272, grad_norm: 1.6984 2021-01-20 23:38:11,748 - mmaction - INFO - Epoch [55][2020/2147] lr: 1.788e-01, eta: 8 days, 7:31:55, time: 1.436, data_time: 0.005, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5741, loss_cls: 3.1437, loss: 3.1437, grad_norm: 1.6823 2021-01-20 23:38:41,556 - mmaction - INFO - Epoch [55][2040/2147] lr: 1.788e-01, eta: 8 days, 7:31:09, time: 1.491, data_time: 0.006, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5567, loss_cls: 3.1960, loss: 3.1960, grad_norm: 1.7034 2021-01-20 23:39:12,524 - mmaction - INFO - Epoch [55][2060/2147] lr: 1.788e-01, eta: 8 days, 7:30:27, time: 1.542, data_time: 0.002, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5719, loss_cls: 3.1039, loss: 3.1039, grad_norm: 1.6793 2021-01-20 23:39:41,977 - mmaction - INFO - Epoch [55][2080/2147] lr: 1.788e-01, eta: 8 days, 7:29:40, time: 1.479, data_time: 0.007, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5696, loss_cls: 3.1165, loss: 3.1165, grad_norm: 1.7153 2021-01-20 23:40:10,950 - mmaction - INFO - Epoch [55][2100/2147] lr: 1.788e-01, eta: 8 days, 7:28:51, time: 1.448, data_time: 0.001, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5750, loss_cls: 3.0941, loss: 3.0941, grad_norm: 1.6886 2021-01-20 23:40:41,359 - mmaction - INFO - Epoch [55][2120/2147] lr: 1.788e-01, eta: 8 days, 7:28:07, time: 1.518, data_time: 0.005, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5786, loss_cls: 3.1390, loss: 3.1390, grad_norm: 1.6742 2021-01-20 23:41:10,011 - mmaction - INFO - Epoch [55][2140/2147] lr: 1.788e-01, eta: 8 days, 7:27:17, time: 1.435, data_time: 0.004, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5638, loss_cls: 3.1743, loss: 3.1743, grad_norm: 1.6924 2021-01-20 23:58:23,069 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-20 23:58:23,833 - mmaction - INFO - top1_acc 0.3420 top5_acc 0.6076 2021-01-20 23:58:23,833 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-20 23:58:23,886 - mmaction - INFO - mean_acc 0.3419 2021-01-20 23:58:23,895 - mmaction - INFO - Epoch(val) [55][2147] top1_acc: 0.3420, top5_acc: 0.6076, mean_class_accuracy: 0.3419 2021-01-21 00:02:55,050 - mmaction - INFO - Epoch [56][20/2147] lr: 1.781e-01, eta: 8 days, 7:40:18, time: 13.550, data_time: 11.992, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5683, loss_cls: 3.1351, loss: 3.1351, grad_norm: 1.6393 2021-01-21 00:03:24,032 - mmaction - INFO - Epoch [56][40/2147] lr: 1.781e-01, eta: 8 days, 7:39:29, time: 1.453, data_time: 0.008, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5759, loss_cls: 3.1444, loss: 3.1444, grad_norm: 1.6540 2021-01-21 00:03:53,511 - mmaction - INFO - Epoch [56][60/2147] lr: 1.781e-01, eta: 8 days, 7:38:42, time: 1.472, data_time: 0.005, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5665, loss_cls: 3.1067, loss: 3.1067, grad_norm: 1.6776 2021-01-21 00:04:22,456 - mmaction - INFO - Epoch [56][80/2147] lr: 1.781e-01, eta: 8 days, 7:37:53, time: 1.450, data_time: 0.006, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5665, loss_cls: 3.1262, loss: 3.1262, grad_norm: 1.6934 2021-01-21 00:04:53,816 - mmaction - INFO - Epoch [56][100/2147] lr: 1.781e-01, eta: 8 days, 7:37:12, time: 1.565, data_time: 0.002, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5790, loss_cls: 3.0941, loss: 3.0941, grad_norm: 1.7074 2021-01-21 00:05:23,401 - mmaction - INFO - Epoch [56][120/2147] lr: 1.781e-01, eta: 8 days, 7:36:25, time: 1.478, data_time: 0.004, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5969, loss_cls: 3.0638, loss: 3.0638, grad_norm: 1.6853 2021-01-21 00:05:52,762 - mmaction - INFO - Epoch [56][140/2147] lr: 1.781e-01, eta: 8 days, 7:35:38, time: 1.472, data_time: 0.014, memory: 16628, top1_acc: 0.3295, top5_acc: 0.5763, loss_cls: 3.0892, loss: 3.0892, grad_norm: 1.6983 2021-01-21 00:06:24,205 - mmaction - INFO - Epoch [56][160/2147] lr: 1.781e-01, eta: 8 days, 7:34:57, time: 1.570, data_time: 0.005, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5670, loss_cls: 3.1050, loss: 3.1050, grad_norm: 1.6906 2021-01-21 00:06:54,668 - mmaction - INFO - Epoch [56][180/2147] lr: 1.781e-01, eta: 8 days, 7:34:13, time: 1.520, data_time: 0.006, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5857, loss_cls: 3.0699, loss: 3.0699, grad_norm: 1.6769 2021-01-21 00:07:24,951 - mmaction - INFO - Epoch [56][200/2147] lr: 1.781e-01, eta: 8 days, 7:33:29, time: 1.519, data_time: 0.009, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5683, loss_cls: 3.1429, loss: 3.1429, grad_norm: 1.6778 2021-01-21 00:07:53,887 - mmaction - INFO - Epoch [56][220/2147] lr: 1.781e-01, eta: 8 days, 7:32:40, time: 1.446, data_time: 0.007, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5835, loss_cls: 3.0154, loss: 3.0154, grad_norm: 1.6863 2021-01-21 00:08:24,071 - mmaction - INFO - Epoch [56][240/2147] lr: 1.781e-01, eta: 8 days, 7:31:55, time: 1.505, data_time: 0.003, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5862, loss_cls: 3.0479, loss: 3.0479, grad_norm: 1.7300 2021-01-21 00:08:54,470 - mmaction - INFO - Epoch [56][260/2147] lr: 1.781e-01, eta: 8 days, 7:31:11, time: 1.524, data_time: 0.008, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5933, loss_cls: 3.0602, loss: 3.0602, grad_norm: 1.7345 2021-01-21 00:09:23,740 - mmaction - INFO - Epoch [56][280/2147] lr: 1.781e-01, eta: 8 days, 7:30:24, time: 1.464, data_time: 0.009, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5826, loss_cls: 3.1213, loss: 3.1213, grad_norm: 1.7022 2021-01-21 00:09:54,609 - mmaction - INFO - Epoch [56][300/2147] lr: 1.781e-01, eta: 8 days, 7:29:41, time: 1.542, data_time: 0.004, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5777, loss_cls: 3.1122, loss: 3.1122, grad_norm: 1.7203 2021-01-21 00:10:28,544 - mmaction - INFO - Epoch [56][320/2147] lr: 1.781e-01, eta: 8 days, 7:29:10, time: 1.699, data_time: 0.008, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5750, loss_cls: 3.1341, loss: 3.1341, grad_norm: 1.6908 2021-01-21 00:10:58,787 - mmaction - INFO - Epoch [56][340/2147] lr: 1.781e-01, eta: 8 days, 7:28:26, time: 1.513, data_time: 0.005, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5705, loss_cls: 3.1348, loss: 3.1348, grad_norm: 1.7065 2021-01-21 00:11:28,347 - mmaction - INFO - Epoch [56][360/2147] lr: 1.781e-01, eta: 8 days, 7:27:39, time: 1.478, data_time: 0.008, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5768, loss_cls: 3.1233, loss: 3.1233, grad_norm: 1.6805 2021-01-21 00:11:58,865 - mmaction - INFO - Epoch [56][380/2147] lr: 1.781e-01, eta: 8 days, 7:26:55, time: 1.523, data_time: 0.003, memory: 16628, top1_acc: 0.3250, top5_acc: 0.5933, loss_cls: 3.0210, loss: 3.0210, grad_norm: 1.7073 2021-01-21 00:12:28,930 - mmaction - INFO - Epoch [56][400/2147] lr: 1.781e-01, eta: 8 days, 7:26:10, time: 1.506, data_time: 0.011, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5683, loss_cls: 3.1665, loss: 3.1665, grad_norm: 1.6907 2021-01-21 00:12:57,916 - mmaction - INFO - Epoch [56][420/2147] lr: 1.781e-01, eta: 8 days, 7:25:21, time: 1.448, data_time: 0.002, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5692, loss_cls: 3.1025, loss: 3.1025, grad_norm: 1.6707 2021-01-21 00:13:26,746 - mmaction - INFO - Epoch [56][440/2147] lr: 1.781e-01, eta: 8 days, 7:24:32, time: 1.442, data_time: 0.003, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5906, loss_cls: 3.1139, loss: 3.1139, grad_norm: 1.6871 2021-01-21 00:13:55,621 - mmaction - INFO - Epoch [56][460/2147] lr: 1.781e-01, eta: 8 days, 7:23:42, time: 1.444, data_time: 0.004, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5741, loss_cls: 3.1381, loss: 3.1381, grad_norm: 1.7125 2021-01-21 00:14:26,023 - mmaction - INFO - Epoch [56][480/2147] lr: 1.781e-01, eta: 8 days, 7:22:58, time: 1.516, data_time: 0.004, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5737, loss_cls: 3.1217, loss: 3.1217, grad_norm: 1.6713 2021-01-21 00:14:56,604 - mmaction - INFO - Epoch [56][500/2147] lr: 1.781e-01, eta: 8 days, 7:22:15, time: 1.527, data_time: 0.006, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5598, loss_cls: 3.1937, loss: 3.1937, grad_norm: 1.8069 2021-01-21 00:15:26,837 - mmaction - INFO - Epoch [56][520/2147] lr: 1.781e-01, eta: 8 days, 7:21:31, time: 1.517, data_time: 0.010, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5799, loss_cls: 3.1093, loss: 3.1093, grad_norm: 1.7204 2021-01-21 00:15:55,662 - mmaction - INFO - Epoch [56][540/2147] lr: 1.781e-01, eta: 8 days, 7:20:41, time: 1.436, data_time: 0.002, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5589, loss_cls: 3.2293, loss: 3.2293, grad_norm: 1.6904 2021-01-21 00:16:26,072 - mmaction - INFO - Epoch [56][560/2147] lr: 1.781e-01, eta: 8 days, 7:19:57, time: 1.523, data_time: 0.008, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5754, loss_cls: 3.1304, loss: 3.1304, grad_norm: 1.6443 2021-01-21 00:17:03,565 - mmaction - INFO - Epoch [56][580/2147] lr: 1.781e-01, eta: 8 days, 7:19:39, time: 1.875, data_time: 0.004, memory: 16628, top1_acc: 0.3018, top5_acc: 0.5732, loss_cls: 3.1956, loss: 3.1956, grad_norm: 1.6620 2021-01-21 00:17:34,473 - mmaction - INFO - Epoch [56][600/2147] lr: 1.781e-01, eta: 8 days, 7:18:57, time: 1.544, data_time: 0.004, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5768, loss_cls: 3.0886, loss: 3.0886, grad_norm: 1.6496 2021-01-21 00:18:04,886 - mmaction - INFO - Epoch [56][620/2147] lr: 1.781e-01, eta: 8 days, 7:18:14, time: 1.524, data_time: 0.006, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5607, loss_cls: 3.1425, loss: 3.1425, grad_norm: 1.6434 2021-01-21 00:18:33,817 - mmaction - INFO - Epoch [56][640/2147] lr: 1.781e-01, eta: 8 days, 7:17:25, time: 1.447, data_time: 0.003, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5701, loss_cls: 3.1311, loss: 3.1311, grad_norm: 1.6738 2021-01-21 00:19:03,933 - mmaction - INFO - Epoch [56][660/2147] lr: 1.781e-01, eta: 8 days, 7:16:40, time: 1.504, data_time: 0.002, memory: 16628, top1_acc: 0.3473, top5_acc: 0.5906, loss_cls: 3.0454, loss: 3.0454, grad_norm: 1.6582 2021-01-21 00:19:34,141 - mmaction - INFO - Epoch [56][680/2147] lr: 1.781e-01, eta: 8 days, 7:15:55, time: 1.512, data_time: 0.003, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5696, loss_cls: 3.1767, loss: 3.1767, grad_norm: 1.6917 2021-01-21 00:20:04,623 - mmaction - INFO - Epoch [56][700/2147] lr: 1.781e-01, eta: 8 days, 7:15:12, time: 1.522, data_time: 0.002, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5795, loss_cls: 3.0663, loss: 3.0663, grad_norm: 1.6598 2021-01-21 00:20:33,454 - mmaction - INFO - Epoch [56][720/2147] lr: 1.781e-01, eta: 8 days, 7:14:22, time: 1.443, data_time: 0.005, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5746, loss_cls: 3.0938, loss: 3.0938, grad_norm: 1.6796 2021-01-21 00:21:03,368 - mmaction - INFO - Epoch [56][740/2147] lr: 1.781e-01, eta: 8 days, 7:13:37, time: 1.496, data_time: 0.003, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5750, loss_cls: 3.1033, loss: 3.1033, grad_norm: 1.7334 2021-01-21 00:21:34,731 - mmaction - INFO - Epoch [56][760/2147] lr: 1.781e-01, eta: 8 days, 7:12:56, time: 1.568, data_time: 0.003, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5866, loss_cls: 3.0567, loss: 3.0567, grad_norm: 1.7154 2021-01-21 00:22:04,720 - mmaction - INFO - Epoch [56][780/2147] lr: 1.781e-01, eta: 8 days, 7:12:11, time: 1.499, data_time: 0.002, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5795, loss_cls: 3.0847, loss: 3.0847, grad_norm: 1.6751 2021-01-21 00:22:33,272 - mmaction - INFO - Epoch [56][800/2147] lr: 1.781e-01, eta: 8 days, 7:11:20, time: 1.425, data_time: 0.004, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5821, loss_cls: 3.1065, loss: 3.1065, grad_norm: 1.6942 2021-01-21 00:23:02,393 - mmaction - INFO - Epoch [56][820/2147] lr: 1.781e-01, eta: 8 days, 7:10:32, time: 1.454, data_time: 0.009, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5621, loss_cls: 3.2017, loss: 3.2017, grad_norm: 1.7025 2021-01-21 00:23:31,265 - mmaction - INFO - Epoch [56][840/2147] lr: 1.781e-01, eta: 8 days, 7:09:43, time: 1.446, data_time: 0.011, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5804, loss_cls: 3.0957, loss: 3.0957, grad_norm: 1.6986 2021-01-21 00:24:02,180 - mmaction - INFO - Epoch [56][860/2147] lr: 1.781e-01, eta: 8 days, 7:09:01, time: 1.545, data_time: 0.008, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5799, loss_cls: 3.0854, loss: 3.0854, grad_norm: 1.6969 2021-01-21 00:24:32,545 - mmaction - INFO - Epoch [56][880/2147] lr: 1.781e-01, eta: 8 days, 7:08:17, time: 1.521, data_time: 0.007, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5679, loss_cls: 3.1668, loss: 3.1668, grad_norm: 1.7175 2021-01-21 00:25:01,969 - mmaction - INFO - Epoch [56][900/2147] lr: 1.781e-01, eta: 8 days, 7:07:29, time: 1.463, data_time: 0.007, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5772, loss_cls: 3.1279, loss: 3.1279, grad_norm: 1.7354 2021-01-21 00:25:30,981 - mmaction - INFO - Epoch [56][920/2147] lr: 1.781e-01, eta: 8 days, 7:06:41, time: 1.458, data_time: 0.011, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5616, loss_cls: 3.1967, loss: 3.1967, grad_norm: 1.7092 2021-01-21 00:25:59,751 - mmaction - INFO - Epoch [56][940/2147] lr: 1.781e-01, eta: 8 days, 7:05:51, time: 1.440, data_time: 0.007, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5737, loss_cls: 3.1424, loss: 3.1424, grad_norm: 1.6764 2021-01-21 00:26:30,389 - mmaction - INFO - Epoch [56][960/2147] lr: 1.781e-01, eta: 8 days, 7:05:08, time: 1.530, data_time: 0.004, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5558, loss_cls: 3.1915, loss: 3.1915, grad_norm: 1.6799 2021-01-21 00:27:07,504 - mmaction - INFO - Epoch [56][980/2147] lr: 1.781e-01, eta: 8 days, 7:04:49, time: 1.855, data_time: 0.003, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5634, loss_cls: 3.1236, loss: 3.1236, grad_norm: 1.6382 2021-01-21 00:27:40,339 - mmaction - INFO - Epoch [56][1000/2147] lr: 1.781e-01, eta: 8 days, 7:04:14, time: 1.637, data_time: 0.004, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5795, loss_cls: 3.1398, loss: 3.1398, grad_norm: 1.7217 2021-01-21 00:28:11,310 - mmaction - INFO - Epoch [56][1020/2147] lr: 1.781e-01, eta: 8 days, 7:03:32, time: 1.553, data_time: 0.011, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5625, loss_cls: 3.2085, loss: 3.2085, grad_norm: 1.6577 2021-01-21 00:28:40,364 - mmaction - INFO - Epoch [56][1040/2147] lr: 1.781e-01, eta: 8 days, 7:02:44, time: 1.455, data_time: 0.007, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5652, loss_cls: 3.1356, loss: 3.1356, grad_norm: 1.6644 2021-01-21 00:29:09,057 - mmaction - INFO - Epoch [56][1060/2147] lr: 1.781e-01, eta: 8 days, 7:01:54, time: 1.434, data_time: 0.003, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5634, loss_cls: 3.1743, loss: 3.1743, grad_norm: 1.7004 2021-01-21 00:29:38,329 - mmaction - INFO - Epoch [56][1080/2147] lr: 1.781e-01, eta: 8 days, 7:01:06, time: 1.461, data_time: 0.002, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5723, loss_cls: 3.1448, loss: 3.1448, grad_norm: 1.6910 2021-01-21 00:30:08,438 - mmaction - INFO - Epoch [56][1100/2147] lr: 1.781e-01, eta: 8 days, 7:00:21, time: 1.508, data_time: 0.007, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5714, loss_cls: 3.1327, loss: 3.1327, grad_norm: 1.7190 2021-01-21 00:30:37,294 - mmaction - INFO - Epoch [56][1120/2147] lr: 1.781e-01, eta: 8 days, 6:59:32, time: 1.443, data_time: 0.006, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5531, loss_cls: 3.2128, loss: 3.2128, grad_norm: 1.7039 2021-01-21 00:31:06,025 - mmaction - INFO - Epoch [56][1140/2147] lr: 1.781e-01, eta: 8 days, 6:58:42, time: 1.435, data_time: 0.002, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5741, loss_cls: 3.1102, loss: 3.1102, grad_norm: 1.6182 2021-01-21 00:31:34,584 - mmaction - INFO - Epoch [56][1160/2147] lr: 1.781e-01, eta: 8 days, 6:57:52, time: 1.427, data_time: 0.004, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5737, loss_cls: 3.1299, loss: 3.1299, grad_norm: 1.6990 2021-01-21 00:32:12,290 - mmaction - INFO - Epoch [56][1180/2147] lr: 1.781e-01, eta: 8 days, 6:57:34, time: 1.883, data_time: 0.012, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5549, loss_cls: 3.1802, loss: 3.1802, grad_norm: 1.6321 2021-01-21 00:32:43,463 - mmaction - INFO - Epoch [56][1200/2147] lr: 1.781e-01, eta: 8 days, 6:56:54, time: 1.564, data_time: 0.011, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5772, loss_cls: 3.0880, loss: 3.0880, grad_norm: 1.6780 2021-01-21 00:33:13,041 - mmaction - INFO - Epoch [56][1220/2147] lr: 1.781e-01, eta: 8 days, 6:56:07, time: 1.475, data_time: 0.002, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5763, loss_cls: 3.1205, loss: 3.1205, grad_norm: 1.7160 2021-01-21 00:33:43,022 - mmaction - INFO - Epoch [56][1240/2147] lr: 1.781e-01, eta: 8 days, 6:55:22, time: 1.503, data_time: 0.005, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5554, loss_cls: 3.2496, loss: 3.2496, grad_norm: 1.7106 2021-01-21 00:34:11,639 - mmaction - INFO - Epoch [56][1260/2147] lr: 1.781e-01, eta: 8 days, 6:54:32, time: 1.428, data_time: 0.003, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5705, loss_cls: 3.1427, loss: 3.1427, grad_norm: 1.6910 2021-01-21 00:34:40,434 - mmaction - INFO - Epoch [56][1280/2147] lr: 1.781e-01, eta: 8 days, 6:53:42, time: 1.442, data_time: 0.008, memory: 16628, top1_acc: 0.2955, top5_acc: 0.5451, loss_cls: 3.1727, loss: 3.1727, grad_norm: 1.6767 2021-01-21 00:35:10,352 - mmaction - INFO - Epoch [56][1300/2147] lr: 1.781e-01, eta: 8 days, 6:52:57, time: 1.493, data_time: 0.004, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5732, loss_cls: 3.1473, loss: 3.1473, grad_norm: 1.6473 2021-01-21 00:35:39,195 - mmaction - INFO - Epoch [56][1320/2147] lr: 1.781e-01, eta: 8 days, 6:52:07, time: 1.442, data_time: 0.005, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5603, loss_cls: 3.1570, loss: 3.1570, grad_norm: 1.7161 2021-01-21 00:36:07,843 - mmaction - INFO - Epoch [56][1340/2147] lr: 1.781e-01, eta: 8 days, 6:51:18, time: 1.436, data_time: 0.006, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5826, loss_cls: 3.0840, loss: 3.0840, grad_norm: 1.6965 2021-01-21 00:36:36,812 - mmaction - INFO - Epoch [56][1360/2147] lr: 1.781e-01, eta: 8 days, 6:50:29, time: 1.449, data_time: 0.004, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5652, loss_cls: 3.1251, loss: 3.1251, grad_norm: 1.7006 2021-01-21 00:37:08,113 - mmaction - INFO - Epoch [56][1380/2147] lr: 1.781e-01, eta: 8 days, 6:49:48, time: 1.562, data_time: 0.001, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5875, loss_cls: 3.0726, loss: 3.0726, grad_norm: 1.7353 2021-01-21 00:37:36,744 - mmaction - INFO - Epoch [56][1400/2147] lr: 1.781e-01, eta: 8 days, 6:48:58, time: 1.433, data_time: 0.007, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5634, loss_cls: 3.1586, loss: 3.1586, grad_norm: 1.7391 2021-01-21 00:38:05,411 - mmaction - INFO - Epoch [56][1420/2147] lr: 1.781e-01, eta: 8 days, 6:48:08, time: 1.432, data_time: 0.004, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5848, loss_cls: 3.0838, loss: 3.0838, grad_norm: 1.6948 2021-01-21 00:38:35,862 - mmaction - INFO - Epoch [56][1440/2147] lr: 1.781e-01, eta: 8 days, 6:47:25, time: 1.523, data_time: 0.010, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5804, loss_cls: 3.1188, loss: 3.1188, grad_norm: 1.7403 2021-01-21 00:39:06,489 - mmaction - INFO - Epoch [56][1460/2147] lr: 1.781e-01, eta: 8 days, 6:46:42, time: 1.533, data_time: 0.008, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5710, loss_cls: 3.1139, loss: 3.1139, grad_norm: 1.7185 2021-01-21 00:39:36,926 - mmaction - INFO - Epoch [56][1480/2147] lr: 1.781e-01, eta: 8 days, 6:45:59, time: 1.520, data_time: 0.003, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5674, loss_cls: 3.1463, loss: 3.1463, grad_norm: 1.6960 2021-01-21 00:40:08,596 - mmaction - INFO - Epoch [56][1500/2147] lr: 1.781e-01, eta: 8 days, 6:45:20, time: 1.584, data_time: 0.005, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5723, loss_cls: 3.1097, loss: 3.1097, grad_norm: 1.6757 2021-01-21 00:40:39,205 - mmaction - INFO - Epoch [56][1520/2147] lr: 1.781e-01, eta: 8 days, 6:44:37, time: 1.532, data_time: 0.005, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5665, loss_cls: 3.1766, loss: 3.1766, grad_norm: 1.6600 2021-01-21 00:41:08,239 - mmaction - INFO - Epoch [56][1540/2147] lr: 1.781e-01, eta: 8 days, 6:43:48, time: 1.449, data_time: 0.003, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5652, loss_cls: 3.1447, loss: 3.1447, grad_norm: 1.6401 2021-01-21 00:41:39,404 - mmaction - INFO - Epoch [56][1560/2147] lr: 1.781e-01, eta: 8 days, 6:43:07, time: 1.554, data_time: 0.009, memory: 16628, top1_acc: 0.3375, top5_acc: 0.5875, loss_cls: 3.0413, loss: 3.0413, grad_norm: 1.6220 2021-01-21 00:42:10,259 - mmaction - INFO - Epoch [56][1580/2147] lr: 1.781e-01, eta: 8 days, 6:42:25, time: 1.547, data_time: 0.010, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5638, loss_cls: 3.1873, loss: 3.1873, grad_norm: 1.7610 2021-01-21 00:42:40,243 - mmaction - INFO - Epoch [56][1600/2147] lr: 1.781e-01, eta: 8 days, 6:41:40, time: 1.502, data_time: 0.006, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5634, loss_cls: 3.1921, loss: 3.1921, grad_norm: 1.6521 2021-01-21 00:43:10,415 - mmaction - INFO - Epoch [56][1620/2147] lr: 1.781e-01, eta: 8 days, 6:40:56, time: 1.508, data_time: 0.002, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5741, loss_cls: 3.1195, loss: 3.1195, grad_norm: 1.6510 2021-01-21 00:43:38,953 - mmaction - INFO - Epoch [56][1640/2147] lr: 1.781e-01, eta: 8 days, 6:40:06, time: 1.425, data_time: 0.005, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5621, loss_cls: 3.1550, loss: 3.1550, grad_norm: 1.6972 2021-01-21 00:44:09,395 - mmaction - INFO - Epoch [56][1660/2147] lr: 1.781e-01, eta: 8 days, 6:39:22, time: 1.523, data_time: 0.009, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5540, loss_cls: 3.1586, loss: 3.1586, grad_norm: 1.6826 2021-01-21 00:44:39,660 - mmaction - INFO - Epoch [56][1680/2147] lr: 1.781e-01, eta: 8 days, 6:38:38, time: 1.512, data_time: 0.007, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5763, loss_cls: 3.1310, loss: 3.1310, grad_norm: 1.6997 2021-01-21 00:45:09,291 - mmaction - INFO - Epoch [56][1700/2147] lr: 1.781e-01, eta: 8 days, 6:37:52, time: 1.480, data_time: 0.005, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5839, loss_cls: 3.1598, loss: 3.1598, grad_norm: 1.6949 2021-01-21 00:45:38,730 - mmaction - INFO - Epoch [56][1720/2147] lr: 1.781e-01, eta: 8 days, 6:37:04, time: 1.469, data_time: 0.010, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5585, loss_cls: 3.1682, loss: 3.1682, grad_norm: 1.6507 2021-01-21 00:46:07,535 - mmaction - INFO - Epoch [56][1740/2147] lr: 1.781e-01, eta: 8 days, 6:36:15, time: 1.445, data_time: 0.008, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5696, loss_cls: 3.1708, loss: 3.1708, grad_norm: 1.6958 2021-01-21 00:46:37,099 - mmaction - INFO - Epoch [56][1760/2147] lr: 1.781e-01, eta: 8 days, 6:35:29, time: 1.479, data_time: 0.005, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5821, loss_cls: 3.0896, loss: 3.0896, grad_norm: 1.6894 2021-01-21 00:47:10,711 - mmaction - INFO - Epoch [56][1780/2147] lr: 1.781e-01, eta: 8 days, 6:34:56, time: 1.673, data_time: 0.012, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5844, loss_cls: 3.1137, loss: 3.1137, grad_norm: 1.7218 2021-01-21 00:47:40,099 - mmaction - INFO - Epoch [56][1800/2147] lr: 1.781e-01, eta: 8 days, 6:34:10, time: 1.476, data_time: 0.011, memory: 16628, top1_acc: 0.3062, top5_acc: 0.5781, loss_cls: 3.1295, loss: 3.1295, grad_norm: 1.6888 2021-01-21 00:48:10,819 - mmaction - INFO - Epoch [56][1820/2147] lr: 1.781e-01, eta: 8 days, 6:33:27, time: 1.534, data_time: 0.004, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5817, loss_cls: 3.0908, loss: 3.0908, grad_norm: 1.7083 2021-01-21 00:48:40,332 - mmaction - INFO - Epoch [56][1840/2147] lr: 1.781e-01, eta: 8 days, 6:32:40, time: 1.470, data_time: 0.010, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5759, loss_cls: 3.0959, loss: 3.0959, grad_norm: 1.7383 2021-01-21 00:49:10,930 - mmaction - INFO - Epoch [56][1860/2147] lr: 1.781e-01, eta: 8 days, 6:31:58, time: 1.535, data_time: 0.011, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5585, loss_cls: 3.1931, loss: 3.1931, grad_norm: 1.6902 2021-01-21 00:49:41,308 - mmaction - INFO - Epoch [56][1880/2147] lr: 1.781e-01, eta: 8 days, 6:31:14, time: 1.521, data_time: 0.008, memory: 16628, top1_acc: 0.3295, top5_acc: 0.5754, loss_cls: 3.1166, loss: 3.1166, grad_norm: 1.6687 2021-01-21 00:50:11,170 - mmaction - INFO - Epoch [56][1900/2147] lr: 1.781e-01, eta: 8 days, 6:30:29, time: 1.491, data_time: 0.002, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5790, loss_cls: 3.1071, loss: 3.1071, grad_norm: 1.6859 2021-01-21 00:50:42,074 - mmaction - INFO - Epoch [56][1920/2147] lr: 1.781e-01, eta: 8 days, 6:29:47, time: 1.548, data_time: 0.013, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5585, loss_cls: 3.1728, loss: 3.1728, grad_norm: 1.6857 2021-01-21 00:51:12,668 - mmaction - INFO - Epoch [56][1940/2147] lr: 1.781e-01, eta: 8 days, 6:29:04, time: 1.527, data_time: 0.003, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5536, loss_cls: 3.2019, loss: 3.2019, grad_norm: 1.6397 2021-01-21 00:51:42,091 - mmaction - INFO - Epoch [56][1960/2147] lr: 1.781e-01, eta: 8 days, 6:28:17, time: 1.474, data_time: 0.005, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5625, loss_cls: 3.1912, loss: 3.1912, grad_norm: 1.6681 2021-01-21 00:52:13,064 - mmaction - INFO - Epoch [56][1980/2147] lr: 1.781e-01, eta: 8 days, 6:27:36, time: 1.549, data_time: 0.050, memory: 16628, top1_acc: 0.3397, top5_acc: 0.5772, loss_cls: 3.0993, loss: 3.0993, grad_norm: 1.6998 2021-01-21 00:52:42,123 - mmaction - INFO - Epoch [56][2000/2147] lr: 1.781e-01, eta: 8 days, 6:26:47, time: 1.450, data_time: 0.004, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5808, loss_cls: 3.1113, loss: 3.1113, grad_norm: 1.6584 2021-01-21 00:53:12,326 - mmaction - INFO - Epoch [56][2020/2147] lr: 1.781e-01, eta: 8 days, 6:26:03, time: 1.513, data_time: 0.006, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5665, loss_cls: 3.1117, loss: 3.1117, grad_norm: 1.7205 2021-01-21 00:53:41,696 - mmaction - INFO - Epoch [56][2040/2147] lr: 1.781e-01, eta: 8 days, 6:25:16, time: 1.468, data_time: 0.005, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5536, loss_cls: 3.2353, loss: 3.2353, grad_norm: 1.7513 2021-01-21 00:54:11,215 - mmaction - INFO - Epoch [56][2060/2147] lr: 1.781e-01, eta: 8 days, 6:24:29, time: 1.475, data_time: 0.003, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5741, loss_cls: 3.1341, loss: 3.1341, grad_norm: 1.6641 2021-01-21 00:54:41,669 - mmaction - INFO - Epoch [56][2080/2147] lr: 1.781e-01, eta: 8 days, 6:23:46, time: 1.523, data_time: 0.008, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5799, loss_cls: 3.1191, loss: 3.1191, grad_norm: 1.6909 2021-01-21 00:55:12,310 - mmaction - INFO - Epoch [56][2100/2147] lr: 1.781e-01, eta: 8 days, 6:23:03, time: 1.530, data_time: 0.007, memory: 16628, top1_acc: 0.2978, top5_acc: 0.5643, loss_cls: 3.1603, loss: 3.1603, grad_norm: 1.6754 2021-01-21 00:55:43,346 - mmaction - INFO - Epoch [56][2120/2147] lr: 1.781e-01, eta: 8 days, 6:22:22, time: 1.554, data_time: 0.007, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5732, loss_cls: 3.1311, loss: 3.1311, grad_norm: 1.6981 2021-01-21 00:56:13,166 - mmaction - INFO - Epoch [56][2140/2147] lr: 1.781e-01, eta: 8 days, 6:21:37, time: 1.492, data_time: 0.004, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5790, loss_cls: 3.0920, loss: 3.0920, grad_norm: 1.6955 2021-01-21 00:56:42,772 - mmaction - INFO - Saving checkpoint at 56 epochs 2021-01-21 01:01:13,275 - mmaction - INFO - Epoch [57][20/2147] lr: 1.773e-01, eta: 8 days, 6:33:56, time: 13.227, data_time: 11.606, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5746, loss_cls: 3.1387, loss: 3.1387, grad_norm: 1.6265 2021-01-21 01:01:42,036 - mmaction - INFO - Epoch [57][40/2147] lr: 1.773e-01, eta: 8 days, 6:33:07, time: 1.440, data_time: 0.006, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5862, loss_cls: 3.0525, loss: 3.0525, grad_norm: 1.7104 2021-01-21 01:02:11,056 - mmaction - INFO - Epoch [57][60/2147] lr: 1.773e-01, eta: 8 days, 6:32:18, time: 1.452, data_time: 0.031, memory: 16628, top1_acc: 0.3250, top5_acc: 0.5763, loss_cls: 3.0901, loss: 3.0901, grad_norm: 1.7374 2021-01-21 01:02:39,997 - mmaction - INFO - Epoch [57][80/2147] lr: 1.773e-01, eta: 8 days, 6:31:29, time: 1.445, data_time: 0.004, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5946, loss_cls: 3.0484, loss: 3.0484, grad_norm: 1.7327 2021-01-21 01:03:08,923 - mmaction - INFO - Epoch [57][100/2147] lr: 1.773e-01, eta: 8 days, 6:30:40, time: 1.447, data_time: 0.008, memory: 16628, top1_acc: 0.3366, top5_acc: 0.5763, loss_cls: 3.0889, loss: 3.0889, grad_norm: 1.7152 2021-01-21 01:03:39,101 - mmaction - INFO - Epoch [57][120/2147] lr: 1.773e-01, eta: 8 days, 6:29:56, time: 1.508, data_time: 0.011, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5737, loss_cls: 3.1164, loss: 3.1164, grad_norm: 1.6997 2021-01-21 01:04:08,479 - mmaction - INFO - Epoch [57][140/2147] lr: 1.773e-01, eta: 8 days, 6:29:09, time: 1.471, data_time: 0.004, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5701, loss_cls: 3.0954, loss: 3.0954, grad_norm: 1.6983 2021-01-21 01:04:37,809 - mmaction - INFO - Epoch [57][160/2147] lr: 1.773e-01, eta: 8 days, 6:28:21, time: 1.467, data_time: 0.002, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5710, loss_cls: 3.1361, loss: 3.1361, grad_norm: 1.6973 2021-01-21 01:05:06,737 - mmaction - INFO - Epoch [57][180/2147] lr: 1.773e-01, eta: 8 days, 6:27:33, time: 1.446, data_time: 0.004, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5835, loss_cls: 3.0753, loss: 3.0753, grad_norm: 1.6750 2021-01-21 01:05:35,789 - mmaction - INFO - Epoch [57][200/2147] lr: 1.773e-01, eta: 8 days, 6:26:44, time: 1.448, data_time: 0.002, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5906, loss_cls: 3.0687, loss: 3.0687, grad_norm: 1.7049 2021-01-21 01:06:04,257 - mmaction - INFO - Epoch [57][220/2147] lr: 1.773e-01, eta: 8 days, 6:25:53, time: 1.425, data_time: 0.006, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5643, loss_cls: 3.1368, loss: 3.1368, grad_norm: 1.6984 2021-01-21 01:06:33,207 - mmaction - INFO - Epoch [57][240/2147] lr: 1.773e-01, eta: 8 days, 6:25:05, time: 1.451, data_time: 0.006, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5750, loss_cls: 3.1101, loss: 3.1101, grad_norm: 1.7329 2021-01-21 01:07:03,679 - mmaction - INFO - Epoch [57][260/2147] lr: 1.773e-01, eta: 8 days, 6:24:22, time: 1.524, data_time: 0.013, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5741, loss_cls: 3.1364, loss: 3.1364, grad_norm: 1.7247 2021-01-21 01:07:34,286 - mmaction - INFO - Epoch [57][280/2147] lr: 1.773e-01, eta: 8 days, 6:23:39, time: 1.530, data_time: 0.003, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5830, loss_cls: 3.1332, loss: 3.1332, grad_norm: 1.6868 2021-01-21 01:08:05,015 - mmaction - INFO - Epoch [57][300/2147] lr: 1.773e-01, eta: 8 days, 6:22:56, time: 1.535, data_time: 0.008, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5920, loss_cls: 3.0796, loss: 3.0796, grad_norm: 1.6611 2021-01-21 01:08:35,576 - mmaction - INFO - Epoch [57][320/2147] lr: 1.773e-01, eta: 8 days, 6:22:13, time: 1.530, data_time: 0.005, memory: 16628, top1_acc: 0.2991, top5_acc: 0.5621, loss_cls: 3.1959, loss: 3.1959, grad_norm: 1.6991 2021-01-21 01:09:09,384 - mmaction - INFO - Epoch [57][340/2147] lr: 1.773e-01, eta: 8 days, 6:21:42, time: 1.688, data_time: 0.006, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5884, loss_cls: 3.0646, loss: 3.0646, grad_norm: 1.6579 2021-01-21 01:09:40,091 - mmaction - INFO - Epoch [57][360/2147] lr: 1.773e-01, eta: 8 days, 6:20:59, time: 1.534, data_time: 0.004, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5696, loss_cls: 3.1166, loss: 3.1166, grad_norm: 1.7423 2021-01-21 01:10:14,430 - mmaction - INFO - Epoch [57][380/2147] lr: 1.773e-01, eta: 8 days, 6:20:30, time: 1.721, data_time: 0.010, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5634, loss_cls: 3.1466, loss: 3.1466, grad_norm: 1.7493 2021-01-21 01:10:44,781 - mmaction - INFO - Epoch [57][400/2147] lr: 1.773e-01, eta: 8 days, 6:19:46, time: 1.512, data_time: 0.004, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5839, loss_cls: 3.1142, loss: 3.1142, grad_norm: 1.7189 2021-01-21 01:11:14,405 - mmaction - INFO - Epoch [57][420/2147] lr: 1.773e-01, eta: 8 days, 6:19:00, time: 1.486, data_time: 0.014, memory: 16628, top1_acc: 0.3420, top5_acc: 0.5933, loss_cls: 3.0464, loss: 3.0464, grad_norm: 1.6684 2021-01-21 01:11:44,313 - mmaction - INFO - Epoch [57][440/2147] lr: 1.773e-01, eta: 8 days, 6:18:14, time: 1.494, data_time: 0.006, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5763, loss_cls: 3.1202, loss: 3.1202, grad_norm: 1.6881 2021-01-21 01:12:14,101 - mmaction - INFO - Epoch [57][460/2147] lr: 1.773e-01, eta: 8 days, 6:17:29, time: 1.492, data_time: 0.037, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5888, loss_cls: 3.0790, loss: 3.0790, grad_norm: 1.6835 2021-01-21 01:12:42,668 - mmaction - INFO - Epoch [57][480/2147] lr: 1.773e-01, eta: 8 days, 6:16:39, time: 1.424, data_time: 0.002, memory: 16628, top1_acc: 0.3406, top5_acc: 0.5737, loss_cls: 3.0978, loss: 3.0978, grad_norm: 1.6624 2021-01-21 01:13:12,614 - mmaction - INFO - Epoch [57][500/2147] lr: 1.773e-01, eta: 8 days, 6:15:53, time: 1.492, data_time: 0.007, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5804, loss_cls: 3.0632, loss: 3.0632, grad_norm: 1.7578 2021-01-21 01:13:42,803 - mmaction - INFO - Epoch [57][520/2147] lr: 1.773e-01, eta: 8 days, 6:15:09, time: 1.516, data_time: 0.012, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5741, loss_cls: 3.1809, loss: 3.1809, grad_norm: 1.7113 2021-01-21 01:14:13,065 - mmaction - INFO - Epoch [57][540/2147] lr: 1.773e-01, eta: 8 days, 6:14:25, time: 1.516, data_time: 0.008, memory: 16628, top1_acc: 0.3411, top5_acc: 0.5866, loss_cls: 3.0127, loss: 3.0127, grad_norm: 1.6500 2021-01-21 01:14:41,898 - mmaction - INFO - Epoch [57][560/2147] lr: 1.773e-01, eta: 8 days, 6:13:36, time: 1.437, data_time: 0.003, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5732, loss_cls: 3.0707, loss: 3.0707, grad_norm: 1.6995 2021-01-21 01:15:11,816 - mmaction - INFO - Epoch [57][580/2147] lr: 1.773e-01, eta: 8 days, 6:12:51, time: 1.496, data_time: 0.007, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5665, loss_cls: 3.1143, loss: 3.1143, grad_norm: 1.6761 2021-01-21 01:15:40,364 - mmaction - INFO - Epoch [57][600/2147] lr: 1.773e-01, eta: 8 days, 6:12:01, time: 1.429, data_time: 0.007, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5723, loss_cls: 3.1639, loss: 3.1639, grad_norm: 1.6731 2021-01-21 01:16:09,203 - mmaction - INFO - Epoch [57][620/2147] lr: 1.773e-01, eta: 8 days, 6:11:12, time: 1.443, data_time: 0.004, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5679, loss_cls: 3.1461, loss: 3.1461, grad_norm: 1.6622 2021-01-21 01:16:37,694 - mmaction - INFO - Epoch [57][640/2147] lr: 1.773e-01, eta: 8 days, 6:10:22, time: 1.422, data_time: 0.004, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5687, loss_cls: 3.1281, loss: 3.1281, grad_norm: 1.6917 2021-01-21 01:17:14,073 - mmaction - INFO - Epoch [57][660/2147] lr: 1.773e-01, eta: 8 days, 6:09:59, time: 1.820, data_time: 0.011, memory: 16628, top1_acc: 0.3299, top5_acc: 0.5826, loss_cls: 3.0658, loss: 3.0658, grad_norm: 1.6838 2021-01-21 01:17:43,404 - mmaction - INFO - Epoch [57][680/2147] lr: 1.773e-01, eta: 8 days, 6:09:12, time: 1.468, data_time: 0.005, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5696, loss_cls: 3.0884, loss: 3.0884, grad_norm: 1.7080 2021-01-21 01:18:12,147 - mmaction - INFO - Epoch [57][700/2147] lr: 1.773e-01, eta: 8 days, 6:08:23, time: 1.437, data_time: 0.002, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5665, loss_cls: 3.1377, loss: 3.1377, grad_norm: 1.7198 2021-01-21 01:18:40,784 - mmaction - INFO - Epoch [57][720/2147] lr: 1.773e-01, eta: 8 days, 6:07:33, time: 1.431, data_time: 0.004, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5795, loss_cls: 3.0890, loss: 3.0890, grad_norm: 1.6717 2021-01-21 01:19:09,871 - mmaction - INFO - Epoch [57][740/2147] lr: 1.773e-01, eta: 8 days, 6:06:44, time: 1.445, data_time: 0.004, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5754, loss_cls: 3.1597, loss: 3.1597, grad_norm: 1.6857 2021-01-21 01:19:38,772 - mmaction - INFO - Epoch [57][760/2147] lr: 1.773e-01, eta: 8 days, 6:05:56, time: 1.454, data_time: 0.011, memory: 16628, top1_acc: 0.3063, top5_acc: 0.5732, loss_cls: 3.1911, loss: 3.1911, grad_norm: 1.6904 2021-01-21 01:20:09,569 - mmaction - INFO - Epoch [57][780/2147] lr: 1.773e-01, eta: 8 days, 6:05:14, time: 1.540, data_time: 0.004, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5772, loss_cls: 3.0822, loss: 3.0822, grad_norm: 1.6939 2021-01-21 01:20:38,273 - mmaction - INFO - Epoch [57][800/2147] lr: 1.773e-01, eta: 8 days, 6:04:24, time: 1.431, data_time: 0.001, memory: 16628, top1_acc: 0.3281, top5_acc: 0.5679, loss_cls: 3.1031, loss: 3.1031, grad_norm: 1.7013 2021-01-21 01:21:07,063 - mmaction - INFO - Epoch [57][820/2147] lr: 1.773e-01, eta: 8 days, 6:03:35, time: 1.442, data_time: 0.013, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5871, loss_cls: 3.0418, loss: 3.0418, grad_norm: 1.6658 2021-01-21 01:21:41,468 - mmaction - INFO - Epoch [57][840/2147] lr: 1.773e-01, eta: 8 days, 6:03:06, time: 1.721, data_time: 0.004, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5705, loss_cls: 3.1533, loss: 3.1533, grad_norm: 1.7591 2021-01-21 01:22:12,988 - mmaction - INFO - Epoch [57][860/2147] lr: 1.773e-01, eta: 8 days, 6:02:27, time: 1.573, data_time: 0.061, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5924, loss_cls: 3.1059, loss: 3.1059, grad_norm: 1.7097 2021-01-21 01:22:42,433 - mmaction - INFO - Epoch [57][880/2147] lr: 1.773e-01, eta: 8 days, 6:01:40, time: 1.475, data_time: 0.005, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5692, loss_cls: 3.1370, loss: 3.1370, grad_norm: 1.7023 2021-01-21 01:23:10,998 - mmaction - INFO - Epoch [57][900/2147] lr: 1.773e-01, eta: 8 days, 6:00:50, time: 1.429, data_time: 0.004, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5612, loss_cls: 3.1908, loss: 3.1908, grad_norm: 1.6725 2021-01-21 01:23:40,028 - mmaction - INFO - Epoch [57][920/2147] lr: 1.773e-01, eta: 8 days, 6:00:02, time: 1.451, data_time: 0.005, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5857, loss_cls: 3.1017, loss: 3.1017, grad_norm: 1.6867 2021-01-21 01:24:10,596 - mmaction - INFO - Epoch [57][940/2147] lr: 1.773e-01, eta: 8 days, 5:59:19, time: 1.528, data_time: 0.002, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5634, loss_cls: 3.1660, loss: 3.1660, grad_norm: 1.6993 2021-01-21 01:24:39,624 - mmaction - INFO - Epoch [57][960/2147] lr: 1.773e-01, eta: 8 days, 5:58:31, time: 1.451, data_time: 0.003, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5723, loss_cls: 3.1030, loss: 3.1030, grad_norm: 1.6894 2021-01-21 01:25:08,619 - mmaction - INFO - Epoch [57][980/2147] lr: 1.773e-01, eta: 8 days, 5:57:42, time: 1.448, data_time: 0.005, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5576, loss_cls: 3.1854, loss: 3.1854, grad_norm: 1.7044 2021-01-21 01:25:39,322 - mmaction - INFO - Epoch [57][1000/2147] lr: 1.773e-01, eta: 8 days, 5:57:00, time: 1.538, data_time: 0.008, memory: 16628, top1_acc: 0.3393, top5_acc: 0.5924, loss_cls: 3.0372, loss: 3.0372, grad_norm: 1.6660 2021-01-21 01:26:09,649 - mmaction - INFO - Epoch [57][1020/2147] lr: 1.773e-01, eta: 8 days, 5:56:16, time: 1.517, data_time: 0.005, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5906, loss_cls: 3.0499, loss: 3.0499, grad_norm: 1.7002 2021-01-21 01:26:43,951 - mmaction - INFO - Epoch [57][1040/2147] lr: 1.773e-01, eta: 8 days, 5:55:42, time: 1.646, data_time: 0.003, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5772, loss_cls: 3.1535, loss: 3.1535, grad_norm: 1.7173 2021-01-21 01:27:13,769 - mmaction - INFO - Epoch [57][1060/2147] lr: 1.773e-01, eta: 8 days, 5:55:01, time: 1.556, data_time: 0.078, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5754, loss_cls: 3.1174, loss: 3.1174, grad_norm: 1.7119 2021-01-21 01:27:42,833 - mmaction - INFO - Epoch [57][1080/2147] lr: 1.773e-01, eta: 8 days, 5:54:13, time: 1.457, data_time: 0.008, memory: 16628, top1_acc: 0.2902, top5_acc: 0.5469, loss_cls: 3.2315, loss: 3.2315, grad_norm: 1.7194 2021-01-21 01:28:13,628 - mmaction - INFO - Epoch [57][1100/2147] lr: 1.773e-01, eta: 8 days, 5:53:31, time: 1.539, data_time: 0.003, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5674, loss_cls: 3.1765, loss: 3.1765, grad_norm: 1.7035 2021-01-21 01:28:43,249 - mmaction - INFO - Epoch [57][1120/2147] lr: 1.773e-01, eta: 8 days, 5:52:45, time: 1.481, data_time: 0.003, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5571, loss_cls: 3.2106, loss: 3.2106, grad_norm: 1.6962 2021-01-21 01:29:11,937 - mmaction - INFO - Epoch [57][1140/2147] lr: 1.773e-01, eta: 8 days, 5:51:55, time: 1.432, data_time: 0.007, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5875, loss_cls: 3.1041, loss: 3.1041, grad_norm: 1.6550 2021-01-21 01:29:40,868 - mmaction - INFO - Epoch [57][1160/2147] lr: 1.773e-01, eta: 8 days, 5:51:07, time: 1.448, data_time: 0.010, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5710, loss_cls: 3.1378, loss: 3.1378, grad_norm: 1.6794 2021-01-21 01:30:12,888 - mmaction - INFO - Epoch [57][1180/2147] lr: 1.773e-01, eta: 8 days, 5:50:29, time: 1.602, data_time: 0.005, memory: 16628, top1_acc: 0.2879, top5_acc: 0.5487, loss_cls: 3.2675, loss: 3.2675, grad_norm: 1.6837 2021-01-21 01:30:44,897 - mmaction - INFO - Epoch [57][1200/2147] lr: 1.773e-01, eta: 8 days, 5:49:52, time: 1.602, data_time: 0.009, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5629, loss_cls: 3.1753, loss: 3.1753, grad_norm: 1.7040 2021-01-21 01:31:15,410 - mmaction - INFO - Epoch [57][1220/2147] lr: 1.773e-01, eta: 8 days, 5:49:09, time: 1.525, data_time: 0.002, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5647, loss_cls: 3.1643, loss: 3.1643, grad_norm: 1.7309 2021-01-21 01:31:50,255 - mmaction - INFO - Epoch [57][1240/2147] lr: 1.773e-01, eta: 8 days, 5:48:40, time: 1.732, data_time: 0.005, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5710, loss_cls: 3.1131, loss: 3.1131, grad_norm: 1.6808 2021-01-21 01:32:19,592 - mmaction - INFO - Epoch [57][1260/2147] lr: 1.773e-01, eta: 8 days, 5:47:53, time: 1.469, data_time: 0.012, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5875, loss_cls: 3.0365, loss: 3.0365, grad_norm: 1.6731 2021-01-21 01:32:50,033 - mmaction - INFO - Epoch [57][1280/2147] lr: 1.773e-01, eta: 8 days, 5:47:11, time: 1.531, data_time: 0.013, memory: 16628, top1_acc: 0.3420, top5_acc: 0.5839, loss_cls: 3.0629, loss: 3.0629, grad_norm: 1.7066 2021-01-21 01:33:20,639 - mmaction - INFO - Epoch [57][1300/2147] lr: 1.773e-01, eta: 8 days, 5:46:28, time: 1.531, data_time: 0.002, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5705, loss_cls: 3.1195, loss: 3.1195, grad_norm: 1.7198 2021-01-21 01:33:50,314 - mmaction - INFO - Epoch [57][1320/2147] lr: 1.773e-01, eta: 8 days, 5:45:42, time: 1.481, data_time: 0.006, memory: 16628, top1_acc: 0.3031, top5_acc: 0.5607, loss_cls: 3.1833, loss: 3.1833, grad_norm: 1.7037 2021-01-21 01:34:19,240 - mmaction - INFO - Epoch [57][1340/2147] lr: 1.773e-01, eta: 8 days, 5:44:54, time: 1.448, data_time: 0.004, memory: 16628, top1_acc: 0.3299, top5_acc: 0.5710, loss_cls: 3.1219, loss: 3.1219, grad_norm: 1.6652 2021-01-21 01:34:47,489 - mmaction - INFO - Epoch [57][1360/2147] lr: 1.773e-01, eta: 8 days, 5:44:03, time: 1.412, data_time: 0.003, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5701, loss_cls: 3.1216, loss: 3.1216, grad_norm: 1.6823 2021-01-21 01:35:16,857 - mmaction - INFO - Epoch [57][1380/2147] lr: 1.773e-01, eta: 8 days, 5:43:16, time: 1.469, data_time: 0.002, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5607, loss_cls: 3.2131, loss: 3.2131, grad_norm: 1.7004 2021-01-21 01:35:47,353 - mmaction - INFO - Epoch [57][1400/2147] lr: 1.773e-01, eta: 8 days, 5:42:33, time: 1.524, data_time: 0.003, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5522, loss_cls: 3.2524, loss: 3.2524, grad_norm: 1.6970 2021-01-21 01:36:18,380 - mmaction - INFO - Epoch [57][1420/2147] lr: 1.773e-01, eta: 8 days, 5:41:52, time: 1.551, data_time: 0.010, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5719, loss_cls: 3.1394, loss: 3.1394, grad_norm: 1.6790 2021-01-21 01:36:55,407 - mmaction - INFO - Epoch [57][1440/2147] lr: 1.773e-01, eta: 8 days, 5:41:31, time: 1.849, data_time: 0.003, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5545, loss_cls: 3.2130, loss: 3.2130, grad_norm: 1.6419 2021-01-21 01:37:24,407 - mmaction - INFO - Epoch [57][1460/2147] lr: 1.773e-01, eta: 8 days, 5:40:43, time: 1.454, data_time: 0.005, memory: 16628, top1_acc: 0.3442, top5_acc: 0.5808, loss_cls: 3.0656, loss: 3.0656, grad_norm: 1.6641 2021-01-21 01:37:53,938 - mmaction - INFO - Epoch [57][1480/2147] lr: 1.773e-01, eta: 8 days, 5:39:57, time: 1.476, data_time: 0.003, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5656, loss_cls: 3.1325, loss: 3.1325, grad_norm: 1.6503 2021-01-21 01:38:23,461 - mmaction - INFO - Epoch [57][1500/2147] lr: 1.773e-01, eta: 8 days, 5:39:10, time: 1.473, data_time: 0.002, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5933, loss_cls: 3.0522, loss: 3.0522, grad_norm: 1.6340 2021-01-21 01:38:54,118 - mmaction - INFO - Epoch [57][1520/2147] lr: 1.773e-01, eta: 8 days, 5:38:28, time: 1.536, data_time: 0.006, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5821, loss_cls: 3.1292, loss: 3.1292, grad_norm: 1.6740 2021-01-21 01:39:22,517 - mmaction - INFO - Epoch [57][1540/2147] lr: 1.773e-01, eta: 8 days, 5:37:38, time: 1.421, data_time: 0.003, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5737, loss_cls: 3.1149, loss: 3.1149, grad_norm: 1.7095 2021-01-21 01:39:54,737 - mmaction - INFO - Epoch [57][1560/2147] lr: 1.773e-01, eta: 8 days, 5:37:01, time: 1.609, data_time: 0.006, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5612, loss_cls: 3.1188, loss: 3.1188, grad_norm: 1.6847 2021-01-21 01:40:23,519 - mmaction - INFO - Epoch [57][1580/2147] lr: 1.773e-01, eta: 8 days, 5:36:12, time: 1.439, data_time: 0.005, memory: 16628, top1_acc: 0.3371, top5_acc: 0.5929, loss_cls: 3.0818, loss: 3.0818, grad_norm: 1.7120 2021-01-21 01:40:51,866 - mmaction - INFO - Epoch [57][1600/2147] lr: 1.773e-01, eta: 8 days, 5:35:22, time: 1.420, data_time: 0.006, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5871, loss_cls: 3.0783, loss: 3.0783, grad_norm: 1.7293 2021-01-21 01:41:20,613 - mmaction - INFO - Epoch [57][1620/2147] lr: 1.773e-01, eta: 8 days, 5:34:32, time: 1.435, data_time: 0.002, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5562, loss_cls: 3.1938, loss: 3.1938, grad_norm: 1.7596 2021-01-21 01:41:56,125 - mmaction - INFO - Epoch [57][1640/2147] lr: 1.773e-01, eta: 8 days, 5:34:07, time: 1.769, data_time: 0.010, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5500, loss_cls: 3.2175, loss: 3.2175, grad_norm: 1.6903 2021-01-21 01:42:24,780 - mmaction - INFO - Epoch [57][1660/2147] lr: 1.773e-01, eta: 8 days, 5:33:18, time: 1.442, data_time: 0.019, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5656, loss_cls: 3.1699, loss: 3.1699, grad_norm: 1.6986 2021-01-21 01:42:55,593 - mmaction - INFO - Epoch [57][1680/2147] lr: 1.773e-01, eta: 8 days, 5:32:36, time: 1.540, data_time: 0.002, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5799, loss_cls: 3.1298, loss: 3.1298, grad_norm: 1.6810 2021-01-21 01:43:25,881 - mmaction - INFO - Epoch [57][1700/2147] lr: 1.773e-01, eta: 8 days, 5:31:52, time: 1.514, data_time: 0.004, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5679, loss_cls: 3.1483, loss: 3.1483, grad_norm: 1.6872 2021-01-21 01:43:56,138 - mmaction - INFO - Epoch [57][1720/2147] lr: 1.773e-01, eta: 8 days, 5:31:09, time: 1.514, data_time: 0.004, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5679, loss_cls: 3.1297, loss: 3.1297, grad_norm: 1.6703 2021-01-21 01:44:24,870 - mmaction - INFO - Epoch [57][1740/2147] lr: 1.773e-01, eta: 8 days, 5:30:19, time: 1.430, data_time: 0.003, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5848, loss_cls: 3.0984, loss: 3.0984, grad_norm: 1.6857 2021-01-21 01:44:54,861 - mmaction - INFO - Epoch [57][1760/2147] lr: 1.773e-01, eta: 8 days, 5:29:35, time: 1.504, data_time: 0.008, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5790, loss_cls: 3.1123, loss: 3.1123, grad_norm: 1.7068 2021-01-21 01:45:26,336 - mmaction - INFO - Epoch [57][1780/2147] lr: 1.773e-01, eta: 8 days, 5:28:55, time: 1.573, data_time: 0.004, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5701, loss_cls: 3.1572, loss: 3.1572, grad_norm: 1.6921 2021-01-21 01:45:56,851 - mmaction - INFO - Epoch [57][1800/2147] lr: 1.773e-01, eta: 8 days, 5:28:12, time: 1.525, data_time: 0.007, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5629, loss_cls: 3.1740, loss: 3.1740, grad_norm: 1.7524 2021-01-21 01:46:26,702 - mmaction - INFO - Epoch [57][1820/2147] lr: 1.773e-01, eta: 8 days, 5:27:27, time: 1.495, data_time: 0.004, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5696, loss_cls: 3.1555, loss: 3.1555, grad_norm: 1.6820 2021-01-21 01:46:57,411 - mmaction - INFO - Epoch [57][1840/2147] lr: 1.773e-01, eta: 8 days, 5:26:45, time: 1.536, data_time: 0.006, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5683, loss_cls: 3.0982, loss: 3.0982, grad_norm: 1.6721 2021-01-21 01:47:26,205 - mmaction - INFO - Epoch [57][1860/2147] lr: 1.773e-01, eta: 8 days, 5:25:56, time: 1.434, data_time: 0.004, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5897, loss_cls: 3.0762, loss: 3.0762, grad_norm: 1.6938 2021-01-21 01:47:55,885 - mmaction - INFO - Epoch [57][1880/2147] lr: 1.773e-01, eta: 8 days, 5:25:11, time: 1.490, data_time: 0.011, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5830, loss_cls: 3.1126, loss: 3.1126, grad_norm: 1.6807 2021-01-21 01:48:24,347 - mmaction - INFO - Epoch [57][1900/2147] lr: 1.773e-01, eta: 8 days, 5:24:21, time: 1.423, data_time: 0.003, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5629, loss_cls: 3.1531, loss: 3.1531, grad_norm: 1.7251 2021-01-21 01:48:53,063 - mmaction - INFO - Epoch [57][1920/2147] lr: 1.773e-01, eta: 8 days, 5:23:31, time: 1.434, data_time: 0.002, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5643, loss_cls: 3.1818, loss: 3.1818, grad_norm: 1.7408 2021-01-21 01:49:21,682 - mmaction - INFO - Epoch [57][1940/2147] lr: 1.773e-01, eta: 8 days, 5:22:42, time: 1.433, data_time: 0.003, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5402, loss_cls: 3.1955, loss: 3.1955, grad_norm: 1.6772 2021-01-21 01:49:50,569 - mmaction - INFO - Epoch [57][1960/2147] lr: 1.773e-01, eta: 8 days, 5:21:53, time: 1.444, data_time: 0.005, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5754, loss_cls: 3.1114, loss: 3.1114, grad_norm: 1.6551 2021-01-21 01:50:19,227 - mmaction - INFO - Epoch [57][1980/2147] lr: 1.773e-01, eta: 8 days, 5:21:04, time: 1.433, data_time: 0.002, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5665, loss_cls: 3.1640, loss: 3.1640, grad_norm: 1.6753 2021-01-21 01:50:48,126 - mmaction - INFO - Epoch [57][2000/2147] lr: 1.773e-01, eta: 8 days, 5:20:16, time: 1.443, data_time: 0.005, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5884, loss_cls: 3.0668, loss: 3.0668, grad_norm: 1.6885 2021-01-21 01:51:16,880 - mmaction - INFO - Epoch [57][2020/2147] lr: 1.773e-01, eta: 8 days, 5:19:27, time: 1.438, data_time: 0.007, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5647, loss_cls: 3.1824, loss: 3.1824, grad_norm: 1.7733 2021-01-21 01:51:45,818 - mmaction - INFO - Epoch [57][2040/2147] lr: 1.773e-01, eta: 8 days, 5:18:38, time: 1.448, data_time: 0.005, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5687, loss_cls: 3.1225, loss: 3.1225, grad_norm: 1.7025 2021-01-21 01:52:18,327 - mmaction - INFO - Epoch [57][2060/2147] lr: 1.773e-01, eta: 8 days, 5:18:02, time: 1.622, data_time: 0.005, memory: 16628, top1_acc: 0.3063, top5_acc: 0.5674, loss_cls: 3.1763, loss: 3.1763, grad_norm: 1.7085 2021-01-21 01:52:46,992 - mmaction - INFO - Epoch [57][2080/2147] lr: 1.773e-01, eta: 8 days, 5:17:13, time: 1.436, data_time: 0.010, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5902, loss_cls: 3.0919, loss: 3.0919, grad_norm: 1.6879 2021-01-21 01:53:16,307 - mmaction - INFO - Epoch [57][2100/2147] lr: 1.773e-01, eta: 8 days, 5:16:27, time: 1.467, data_time: 0.006, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5821, loss_cls: 3.0973, loss: 3.0973, grad_norm: 1.7274 2021-01-21 01:53:45,141 - mmaction - INFO - Epoch [57][2120/2147] lr: 1.773e-01, eta: 8 days, 5:15:38, time: 1.442, data_time: 0.003, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5817, loss_cls: 3.1449, loss: 3.1449, grad_norm: 1.7390 2021-01-21 01:54:16,332 - mmaction - INFO - Epoch [57][2140/2147] lr: 1.773e-01, eta: 8 days, 5:14:57, time: 1.558, data_time: 0.002, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5884, loss_cls: 3.1018, loss: 3.1018, grad_norm: 1.6768 2021-01-21 01:59:32,006 - mmaction - INFO - Epoch [58][20/2147] lr: 1.765e-01, eta: 8 days, 5:28:29, time: 14.514, data_time: 12.847, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5723, loss_cls: 3.0602, loss: 3.0602, grad_norm: 1.6995 2021-01-21 02:00:00,672 - mmaction - INFO - Epoch [58][40/2147] lr: 1.765e-01, eta: 8 days, 5:27:40, time: 1.433, data_time: 0.006, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5790, loss_cls: 3.1315, loss: 3.1315, grad_norm: 1.7222 2021-01-21 02:00:29,862 - mmaction - INFO - Epoch [58][60/2147] lr: 1.765e-01, eta: 8 days, 5:26:52, time: 1.462, data_time: 0.009, memory: 16628, top1_acc: 0.3379, top5_acc: 0.5906, loss_cls: 3.0651, loss: 3.0651, grad_norm: 1.7183 2021-01-21 02:00:59,219 - mmaction - INFO - Epoch [58][80/2147] lr: 1.765e-01, eta: 8 days, 5:26:05, time: 1.468, data_time: 0.003, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5710, loss_cls: 3.1101, loss: 3.1101, grad_norm: 1.6783 2021-01-21 02:01:29,685 - mmaction - INFO - Epoch [58][100/2147] lr: 1.765e-01, eta: 8 days, 5:25:22, time: 1.522, data_time: 0.003, memory: 16628, top1_acc: 0.3513, top5_acc: 0.5955, loss_cls: 3.0291, loss: 3.0291, grad_norm: 1.6786 2021-01-21 02:02:03,771 - mmaction - INFO - Epoch [58][120/2147] lr: 1.765e-01, eta: 8 days, 5:24:52, time: 1.705, data_time: 0.008, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5839, loss_cls: 3.0836, loss: 3.0836, grad_norm: 1.7278 2021-01-21 02:02:34,819 - mmaction - INFO - Epoch [58][140/2147] lr: 1.765e-01, eta: 8 days, 5:24:11, time: 1.549, data_time: 0.006, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5647, loss_cls: 3.2116, loss: 3.2116, grad_norm: 1.7506 2021-01-21 02:03:04,137 - mmaction - INFO - Epoch [58][160/2147] lr: 1.765e-01, eta: 8 days, 5:23:24, time: 1.467, data_time: 0.006, memory: 16628, top1_acc: 0.3415, top5_acc: 0.5871, loss_cls: 3.0467, loss: 3.0467, grad_norm: 1.6889 2021-01-21 02:03:34,129 - mmaction - INFO - Epoch [58][180/2147] lr: 1.765e-01, eta: 8 days, 5:22:38, time: 1.493, data_time: 0.004, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5830, loss_cls: 3.0762, loss: 3.0762, grad_norm: 1.6695 2021-01-21 02:04:02,980 - mmaction - INFO - Epoch [58][200/2147] lr: 1.765e-01, eta: 8 days, 5:21:50, time: 1.451, data_time: 0.011, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5723, loss_cls: 3.1239, loss: 3.1239, grad_norm: 1.7011 2021-01-21 02:04:35,438 - mmaction - INFO - Epoch [58][220/2147] lr: 1.765e-01, eta: 8 days, 5:21:14, time: 1.622, data_time: 0.006, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5598, loss_cls: 3.1698, loss: 3.1698, grad_norm: 1.6960 2021-01-21 02:05:05,794 - mmaction - INFO - Epoch [58][240/2147] lr: 1.765e-01, eta: 8 days, 5:20:31, time: 1.517, data_time: 0.005, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5598, loss_cls: 3.2135, loss: 3.2135, grad_norm: 1.6996 2021-01-21 02:05:35,159 - mmaction - INFO - Epoch [58][260/2147] lr: 1.765e-01, eta: 8 days, 5:19:44, time: 1.470, data_time: 0.004, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5723, loss_cls: 3.1214, loss: 3.1214, grad_norm: 1.6884 2021-01-21 02:06:04,599 - mmaction - INFO - Epoch [58][280/2147] lr: 1.765e-01, eta: 8 days, 5:18:57, time: 1.469, data_time: 0.003, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5585, loss_cls: 3.1372, loss: 3.1372, grad_norm: 1.6776 2021-01-21 02:06:33,740 - mmaction - INFO - Epoch [58][300/2147] lr: 1.765e-01, eta: 8 days, 5:18:10, time: 1.460, data_time: 0.008, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5652, loss_cls: 3.1551, loss: 3.1551, grad_norm: 1.6735 2021-01-21 02:07:07,562 - mmaction - INFO - Epoch [58][320/2147] lr: 1.765e-01, eta: 8 days, 5:17:38, time: 1.689, data_time: 0.003, memory: 16628, top1_acc: 0.3402, top5_acc: 0.5937, loss_cls: 3.0388, loss: 3.0388, grad_norm: 1.6460 2021-01-21 02:07:36,395 - mmaction - INFO - Epoch [58][340/2147] lr: 1.765e-01, eta: 8 days, 5:16:49, time: 1.442, data_time: 0.007, memory: 16628, top1_acc: 0.3429, top5_acc: 0.5902, loss_cls: 3.0052, loss: 3.0052, grad_norm: 1.6610 2021-01-21 02:08:05,091 - mmaction - INFO - Epoch [58][360/2147] lr: 1.765e-01, eta: 8 days, 5:16:00, time: 1.436, data_time: 0.007, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5879, loss_cls: 3.0578, loss: 3.0578, grad_norm: 1.6993 2021-01-21 02:08:33,723 - mmaction - INFO - Epoch [58][380/2147] lr: 1.765e-01, eta: 8 days, 5:15:11, time: 1.430, data_time: 0.004, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5799, loss_cls: 3.1436, loss: 3.1436, grad_norm: 1.7597 2021-01-21 02:09:02,362 - mmaction - INFO - Epoch [58][400/2147] lr: 1.765e-01, eta: 8 days, 5:14:22, time: 1.435, data_time: 0.005, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5670, loss_cls: 3.1348, loss: 3.1348, grad_norm: 1.7163 2021-01-21 02:09:32,912 - mmaction - INFO - Epoch [58][420/2147] lr: 1.765e-01, eta: 8 days, 5:13:39, time: 1.527, data_time: 0.002, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5634, loss_cls: 3.1185, loss: 3.1185, grad_norm: 1.7063 2021-01-21 02:10:09,216 - mmaction - INFO - Epoch [58][440/2147] lr: 1.765e-01, eta: 8 days, 5:13:16, time: 1.809, data_time: 0.005, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5754, loss_cls: 3.1380, loss: 3.1380, grad_norm: 1.7065 2021-01-21 02:10:41,679 - mmaction - INFO - Epoch [58][460/2147] lr: 1.765e-01, eta: 8 days, 5:12:40, time: 1.630, data_time: 0.009, memory: 16628, top1_acc: 0.3062, top5_acc: 0.5781, loss_cls: 3.1218, loss: 3.1218, grad_norm: 1.7007 2021-01-21 02:11:10,981 - mmaction - INFO - Epoch [58][480/2147] lr: 1.765e-01, eta: 8 days, 5:11:53, time: 1.461, data_time: 0.001, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5692, loss_cls: 3.1200, loss: 3.1200, grad_norm: 1.6691 2021-01-21 02:11:42,480 - mmaction - INFO - Epoch [58][500/2147] lr: 1.765e-01, eta: 8 days, 5:11:12, time: 1.562, data_time: 0.008, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5790, loss_cls: 3.1353, loss: 3.1353, grad_norm: 1.7125 2021-01-21 02:12:12,442 - mmaction - INFO - Epoch [58][520/2147] lr: 1.765e-01, eta: 8 days, 5:10:29, time: 1.514, data_time: 0.048, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5746, loss_cls: 3.0959, loss: 3.0959, grad_norm: 1.7041 2021-01-21 02:12:43,265 - mmaction - INFO - Epoch [58][540/2147] lr: 1.765e-01, eta: 8 days, 5:09:47, time: 1.542, data_time: 0.008, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5687, loss_cls: 3.1902, loss: 3.1902, grad_norm: 1.7122 2021-01-21 02:13:12,164 - mmaction - INFO - Epoch [58][560/2147] lr: 1.765e-01, eta: 8 days, 5:08:59, time: 1.446, data_time: 0.004, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5647, loss_cls: 3.1534, loss: 3.1534, grad_norm: 1.6561 2021-01-21 02:13:41,140 - mmaction - INFO - Epoch [58][580/2147] lr: 1.765e-01, eta: 8 days, 5:08:10, time: 1.447, data_time: 0.003, memory: 16628, top1_acc: 0.3299, top5_acc: 0.5924, loss_cls: 3.1018, loss: 3.1018, grad_norm: 1.6634 2021-01-21 02:14:10,280 - mmaction - INFO - Epoch [58][600/2147] lr: 1.765e-01, eta: 8 days, 5:07:23, time: 1.459, data_time: 0.005, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5732, loss_cls: 3.1373, loss: 3.1373, grad_norm: 1.6814 2021-01-21 02:14:43,151 - mmaction - INFO - Epoch [58][620/2147] lr: 1.765e-01, eta: 8 days, 5:06:48, time: 1.644, data_time: 0.006, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5754, loss_cls: 3.1056, loss: 3.1056, grad_norm: 1.6977 2021-01-21 02:15:13,316 - mmaction - INFO - Epoch [58][640/2147] lr: 1.765e-01, eta: 8 days, 5:06:04, time: 1.508, data_time: 0.003, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5723, loss_cls: 3.1200, loss: 3.1200, grad_norm: 1.7428 2021-01-21 02:15:43,848 - mmaction - INFO - Epoch [58][660/2147] lr: 1.765e-01, eta: 8 days, 5:05:21, time: 1.525, data_time: 0.003, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5790, loss_cls: 3.0898, loss: 3.0898, grad_norm: 1.6925 2021-01-21 02:16:12,708 - mmaction - INFO - Epoch [58][680/2147] lr: 1.765e-01, eta: 8 days, 5:04:33, time: 1.445, data_time: 0.007, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5777, loss_cls: 3.1111, loss: 3.1111, grad_norm: 1.6915 2021-01-21 02:16:44,413 - mmaction - INFO - Epoch [58][700/2147] lr: 1.765e-01, eta: 8 days, 5:03:52, time: 1.557, data_time: 0.006, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5839, loss_cls: 3.0626, loss: 3.0626, grad_norm: 1.6996 2021-01-21 02:17:14,884 - mmaction - INFO - Epoch [58][720/2147] lr: 1.765e-01, eta: 8 days, 5:03:11, time: 1.548, data_time: 0.033, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5687, loss_cls: 3.1247, loss: 3.1247, grad_norm: 1.7207 2021-01-21 02:17:43,617 - mmaction - INFO - Epoch [58][740/2147] lr: 1.765e-01, eta: 8 days, 5:02:22, time: 1.440, data_time: 0.009, memory: 16628, top1_acc: 0.3308, top5_acc: 0.5661, loss_cls: 3.1234, loss: 3.1234, grad_norm: 1.6616 2021-01-21 02:18:15,718 - mmaction - INFO - Epoch [58][760/2147] lr: 1.765e-01, eta: 8 days, 5:01:45, time: 1.604, data_time: 0.006, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5763, loss_cls: 3.1123, loss: 3.1123, grad_norm: 1.7304 2021-01-21 02:18:44,439 - mmaction - INFO - Epoch [58][780/2147] lr: 1.765e-01, eta: 8 days, 5:00:56, time: 1.437, data_time: 0.005, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5821, loss_cls: 3.1026, loss: 3.1026, grad_norm: 1.6933 2021-01-21 02:19:13,207 - mmaction - INFO - Epoch [58][800/2147] lr: 1.765e-01, eta: 8 days, 5:00:07, time: 1.438, data_time: 0.004, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5661, loss_cls: 3.1794, loss: 3.1794, grad_norm: 1.7150 2021-01-21 02:19:44,891 - mmaction - INFO - Epoch [58][820/2147] lr: 1.765e-01, eta: 8 days, 4:59:29, time: 1.585, data_time: 0.003, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5750, loss_cls: 3.1626, loss: 3.1626, grad_norm: 1.6985 2021-01-21 02:20:14,492 - mmaction - INFO - Epoch [58][840/2147] lr: 1.765e-01, eta: 8 days, 4:58:43, time: 1.480, data_time: 0.006, memory: 16628, top1_acc: 0.3317, top5_acc: 0.5692, loss_cls: 3.0748, loss: 3.0748, grad_norm: 1.6884 2021-01-21 02:20:47,313 - mmaction - INFO - Epoch [58][860/2147] lr: 1.765e-01, eta: 8 days, 4:58:08, time: 1.641, data_time: 0.004, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5772, loss_cls: 3.1656, loss: 3.1656, grad_norm: 1.6795 2021-01-21 02:21:16,928 - mmaction - INFO - Epoch [58][880/2147] lr: 1.765e-01, eta: 8 days, 4:57:22, time: 1.477, data_time: 0.002, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5652, loss_cls: 3.1597, loss: 3.1597, grad_norm: 1.7148 2021-01-21 02:21:58,316 - mmaction - INFO - Epoch [58][900/2147] lr: 1.765e-01, eta: 8 days, 4:57:16, time: 2.065, data_time: 0.005, memory: 16628, top1_acc: 0.3308, top5_acc: 0.5741, loss_cls: 3.1064, loss: 3.1064, grad_norm: 1.7222 2021-01-21 02:22:29,323 - mmaction - INFO - Epoch [58][920/2147] lr: 1.765e-01, eta: 8 days, 4:56:36, time: 1.556, data_time: 0.011, memory: 16628, top1_acc: 0.3085, top5_acc: 0.5661, loss_cls: 3.1735, loss: 3.1735, grad_norm: 1.7217 2021-01-21 02:22:58,860 - mmaction - INFO - Epoch [58][940/2147] lr: 1.765e-01, eta: 8 days, 4:55:50, time: 1.478, data_time: 0.007, memory: 16628, top1_acc: 0.3062, top5_acc: 0.5603, loss_cls: 3.1918, loss: 3.1918, grad_norm: 1.6942 2021-01-21 02:23:27,613 - mmaction - INFO - Epoch [58][960/2147] lr: 1.765e-01, eta: 8 days, 4:55:01, time: 1.438, data_time: 0.008, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5906, loss_cls: 3.0625, loss: 3.0625, grad_norm: 1.7163 2021-01-21 02:23:57,237 - mmaction - INFO - Epoch [58][980/2147] lr: 1.765e-01, eta: 8 days, 4:54:14, time: 1.463, data_time: 0.002, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5554, loss_cls: 3.2381, loss: 3.2381, grad_norm: 1.7244 2021-01-21 02:24:27,541 - mmaction - INFO - Epoch [58][1000/2147] lr: 1.765e-01, eta: 8 days, 4:53:32, time: 1.533, data_time: 0.024, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5621, loss_cls: 3.1645, loss: 3.1645, grad_norm: 1.6901 2021-01-21 02:24:59,055 - mmaction - INFO - Epoch [58][1020/2147] lr: 1.765e-01, eta: 8 days, 4:52:52, time: 1.572, data_time: 0.006, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5821, loss_cls: 3.1191, loss: 3.1191, grad_norm: 1.7110 2021-01-21 02:25:29,635 - mmaction - INFO - Epoch [58][1040/2147] lr: 1.765e-01, eta: 8 days, 4:52:10, time: 1.530, data_time: 0.006, memory: 16628, top1_acc: 0.3415, top5_acc: 0.5955, loss_cls: 3.0515, loss: 3.0515, grad_norm: 1.7200 2021-01-21 02:25:59,962 - mmaction - INFO - Epoch [58][1060/2147] lr: 1.765e-01, eta: 8 days, 4:51:26, time: 1.519, data_time: 0.005, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5781, loss_cls: 3.1209, loss: 3.1209, grad_norm: 1.6789 2021-01-21 02:26:31,232 - mmaction - INFO - Epoch [58][1080/2147] lr: 1.765e-01, eta: 8 days, 4:50:46, time: 1.564, data_time: 0.006, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5696, loss_cls: 3.1735, loss: 3.1735, grad_norm: 1.7379 2021-01-21 02:27:01,153 - mmaction - INFO - Epoch [58][1100/2147] lr: 1.765e-01, eta: 8 days, 4:50:01, time: 1.492, data_time: 0.009, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5853, loss_cls: 3.1219, loss: 3.1219, grad_norm: 1.6857 2021-01-21 02:27:34,090 - mmaction - INFO - Epoch [58][1120/2147] lr: 1.765e-01, eta: 8 days, 4:49:27, time: 1.647, data_time: 0.008, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5732, loss_cls: 3.1306, loss: 3.1306, grad_norm: 1.6987 2021-01-21 02:28:04,571 - mmaction - INFO - Epoch [58][1140/2147] lr: 1.765e-01, eta: 8 days, 4:48:44, time: 1.526, data_time: 0.007, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5799, loss_cls: 3.1148, loss: 3.1148, grad_norm: 1.7050 2021-01-21 02:28:33,317 - mmaction - INFO - Epoch [58][1160/2147] lr: 1.765e-01, eta: 8 days, 4:47:55, time: 1.438, data_time: 0.009, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5946, loss_cls: 3.1082, loss: 3.1082, grad_norm: 1.6857 2021-01-21 02:29:06,655 - mmaction - INFO - Epoch [58][1180/2147] lr: 1.765e-01, eta: 8 days, 4:47:22, time: 1.662, data_time: 0.006, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5741, loss_cls: 3.1299, loss: 3.1299, grad_norm: 1.7451 2021-01-21 02:29:38,091 - mmaction - INFO - Epoch [58][1200/2147] lr: 1.765e-01, eta: 8 days, 4:46:43, time: 1.577, data_time: 0.017, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5750, loss_cls: 3.1600, loss: 3.1600, grad_norm: 1.7072 2021-01-21 02:30:08,272 - mmaction - INFO - Epoch [58][1220/2147] lr: 1.765e-01, eta: 8 days, 4:45:59, time: 1.504, data_time: 0.010, memory: 16628, top1_acc: 0.3281, top5_acc: 0.5772, loss_cls: 3.0816, loss: 3.0816, grad_norm: 1.6930 2021-01-21 02:30:37,319 - mmaction - INFO - Epoch [58][1240/2147] lr: 1.765e-01, eta: 8 days, 4:45:11, time: 1.455, data_time: 0.009, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5817, loss_cls: 3.0954, loss: 3.0954, grad_norm: 1.7046 2021-01-21 02:31:06,890 - mmaction - INFO - Epoch [58][1260/2147] lr: 1.765e-01, eta: 8 days, 4:44:25, time: 1.481, data_time: 0.007, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5732, loss_cls: 3.1444, loss: 3.1444, grad_norm: 1.7040 2021-01-21 02:31:42,185 - mmaction - INFO - Epoch [58][1280/2147] lr: 1.765e-01, eta: 8 days, 4:43:59, time: 1.766, data_time: 0.004, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5737, loss_cls: 3.1528, loss: 3.1528, grad_norm: 1.6613 2021-01-21 02:32:13,466 - mmaction - INFO - Epoch [58][1300/2147] lr: 1.765e-01, eta: 8 days, 4:43:19, time: 1.560, data_time: 0.002, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5714, loss_cls: 3.1203, loss: 3.1203, grad_norm: 1.6736 2021-01-21 02:32:42,561 - mmaction - INFO - Epoch [58][1320/2147] lr: 1.765e-01, eta: 8 days, 4:42:31, time: 1.455, data_time: 0.005, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5768, loss_cls: 3.1067, loss: 3.1067, grad_norm: 1.7388 2021-01-21 02:33:12,784 - mmaction - INFO - Epoch [58][1340/2147] lr: 1.765e-01, eta: 8 days, 4:41:48, time: 1.515, data_time: 0.010, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5652, loss_cls: 3.1563, loss: 3.1563, grad_norm: 1.7392 2021-01-21 02:33:42,609 - mmaction - INFO - Epoch [58][1360/2147] lr: 1.765e-01, eta: 8 days, 4:41:03, time: 1.489, data_time: 0.003, memory: 16628, top1_acc: 0.2973, top5_acc: 0.5634, loss_cls: 3.2222, loss: 3.2222, grad_norm: 1.6985 2021-01-21 02:34:12,904 - mmaction - INFO - Epoch [58][1380/2147] lr: 1.765e-01, eta: 8 days, 4:40:20, time: 1.518, data_time: 0.006, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5710, loss_cls: 3.1489, loss: 3.1489, grad_norm: 1.6586 2021-01-21 02:34:41,340 - mmaction - INFO - Epoch [58][1400/2147] lr: 1.765e-01, eta: 8 days, 4:39:30, time: 1.420, data_time: 0.001, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5844, loss_cls: 3.0596, loss: 3.0596, grad_norm: 1.6505 2021-01-21 02:35:10,625 - mmaction - INFO - Epoch [58][1420/2147] lr: 1.765e-01, eta: 8 days, 4:38:43, time: 1.466, data_time: 0.015, memory: 16628, top1_acc: 0.3464, top5_acc: 0.6049, loss_cls: 2.9724, loss: 2.9724, grad_norm: 1.7165 2021-01-21 02:35:40,199 - mmaction - INFO - Epoch [58][1440/2147] lr: 1.765e-01, eta: 8 days, 4:37:57, time: 1.474, data_time: 0.003, memory: 16628, top1_acc: 0.3004, top5_acc: 0.5647, loss_cls: 3.1960, loss: 3.1960, grad_norm: 1.7444 2021-01-21 02:36:13,902 - mmaction - INFO - Epoch [58][1460/2147] lr: 1.765e-01, eta: 8 days, 4:37:25, time: 1.687, data_time: 0.007, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5647, loss_cls: 3.1255, loss: 3.1255, grad_norm: 1.7017 2021-01-21 02:36:49,873 - mmaction - INFO - Epoch [58][1480/2147] lr: 1.765e-01, eta: 8 days, 4:37:01, time: 1.801, data_time: 0.005, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5679, loss_cls: 3.1312, loss: 3.1312, grad_norm: 1.6860 2021-01-21 02:37:18,822 - mmaction - INFO - Epoch [58][1500/2147] lr: 1.765e-01, eta: 8 days, 4:36:13, time: 1.446, data_time: 0.007, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5844, loss_cls: 3.0723, loss: 3.0723, grad_norm: 1.6545 2021-01-21 02:37:47,617 - mmaction - INFO - Epoch [58][1520/2147] lr: 1.765e-01, eta: 8 days, 4:35:25, time: 1.441, data_time: 0.004, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5759, loss_cls: 3.1178, loss: 3.1178, grad_norm: 1.7160 2021-01-21 02:38:19,561 - mmaction - INFO - Epoch [58][1540/2147] lr: 1.765e-01, eta: 8 days, 4:34:46, time: 1.589, data_time: 0.002, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5719, loss_cls: 3.1737, loss: 3.1737, grad_norm: 1.7260 2021-01-21 02:38:48,310 - mmaction - INFO - Epoch [58][1560/2147] lr: 1.765e-01, eta: 8 days, 4:33:58, time: 1.446, data_time: 0.010, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5647, loss_cls: 3.1805, loss: 3.1805, grad_norm: 1.7042 2021-01-21 02:39:17,121 - mmaction - INFO - Epoch [58][1580/2147] lr: 1.765e-01, eta: 8 days, 4:33:10, time: 1.440, data_time: 0.002, memory: 16628, top1_acc: 0.3308, top5_acc: 0.5804, loss_cls: 3.0855, loss: 3.0855, grad_norm: 1.7035 2021-01-21 02:39:46,665 - mmaction - INFO - Epoch [58][1600/2147] lr: 1.765e-01, eta: 8 days, 4:32:24, time: 1.476, data_time: 0.004, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5866, loss_cls: 3.0841, loss: 3.0841, grad_norm: 1.6769 2021-01-21 02:40:15,361 - mmaction - INFO - Epoch [58][1620/2147] lr: 1.765e-01, eta: 8 days, 4:31:35, time: 1.434, data_time: 0.002, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5746, loss_cls: 3.1353, loss: 3.1353, grad_norm: 1.7314 2021-01-21 02:40:43,971 - mmaction - INFO - Epoch [58][1640/2147] lr: 1.765e-01, eta: 8 days, 4:30:46, time: 1.432, data_time: 0.005, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5661, loss_cls: 3.1631, loss: 3.1631, grad_norm: 1.6875 2021-01-21 02:41:12,799 - mmaction - INFO - Epoch [58][1660/2147] lr: 1.765e-01, eta: 8 days, 4:29:57, time: 1.441, data_time: 0.004, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5621, loss_cls: 3.2005, loss: 3.2005, grad_norm: 1.7005 2021-01-21 02:41:41,888 - mmaction - INFO - Epoch [58][1680/2147] lr: 1.765e-01, eta: 8 days, 4:29:10, time: 1.453, data_time: 0.004, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5683, loss_cls: 3.1499, loss: 3.1499, grad_norm: 1.6959 2021-01-21 02:42:11,036 - mmaction - INFO - Epoch [58][1700/2147] lr: 1.765e-01, eta: 8 days, 4:28:23, time: 1.460, data_time: 0.004, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5737, loss_cls: 3.1397, loss: 3.1397, grad_norm: 1.6473 2021-01-21 02:42:40,397 - mmaction - INFO - Epoch [58][1720/2147] lr: 1.765e-01, eta: 8 days, 4:27:36, time: 1.468, data_time: 0.002, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5799, loss_cls: 3.1102, loss: 3.1102, grad_norm: 1.6422 2021-01-21 02:43:09,993 - mmaction - INFO - Epoch [58][1740/2147] lr: 1.765e-01, eta: 8 days, 4:26:50, time: 1.475, data_time: 0.004, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5804, loss_cls: 3.1243, loss: 3.1243, grad_norm: 1.7229 2021-01-21 02:43:41,998 - mmaction - INFO - Epoch [58][1760/2147] lr: 1.765e-01, eta: 8 days, 4:26:12, time: 1.594, data_time: 0.007, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5576, loss_cls: 3.2098, loss: 3.2098, grad_norm: 1.6822 2021-01-21 02:44:12,710 - mmaction - INFO - Epoch [58][1780/2147] lr: 1.765e-01, eta: 8 days, 4:25:31, time: 1.543, data_time: 0.012, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5884, loss_cls: 3.0676, loss: 3.0676, grad_norm: 1.6966 2021-01-21 02:44:41,738 - mmaction - INFO - Epoch [58][1800/2147] lr: 1.765e-01, eta: 8 days, 4:24:43, time: 1.453, data_time: 0.006, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5813, loss_cls: 3.0513, loss: 3.0513, grad_norm: 1.6914 2021-01-21 02:45:11,018 - mmaction - INFO - Epoch [58][1820/2147] lr: 1.765e-01, eta: 8 days, 4:23:56, time: 1.463, data_time: 0.004, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5446, loss_cls: 3.2549, loss: 3.2549, grad_norm: 1.7231 2021-01-21 02:45:45,366 - mmaction - INFO - Epoch [58][1840/2147] lr: 1.765e-01, eta: 8 days, 4:23:27, time: 1.719, data_time: 0.006, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5723, loss_cls: 3.1721, loss: 3.1721, grad_norm: 1.7459 2021-01-21 02:46:16,808 - mmaction - INFO - Epoch [58][1860/2147] lr: 1.765e-01, eta: 8 days, 4:22:48, time: 1.573, data_time: 0.003, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5835, loss_cls: 3.0378, loss: 3.0378, grad_norm: 1.7042 2021-01-21 02:46:46,910 - mmaction - INFO - Epoch [58][1880/2147] lr: 1.765e-01, eta: 8 days, 4:22:04, time: 1.506, data_time: 0.002, memory: 16628, top1_acc: 0.3000, top5_acc: 0.5554, loss_cls: 3.2417, loss: 3.2417, grad_norm: 1.7265 2021-01-21 02:47:19,073 - mmaction - INFO - Epoch [58][1900/2147] lr: 1.765e-01, eta: 8 days, 4:21:27, time: 1.605, data_time: 0.067, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5768, loss_cls: 3.0798, loss: 3.0798, grad_norm: 1.6766 2021-01-21 02:47:49,524 - mmaction - INFO - Epoch [58][1920/2147] lr: 1.765e-01, eta: 8 days, 4:20:44, time: 1.525, data_time: 0.004, memory: 16628, top1_acc: 0.3366, top5_acc: 0.5754, loss_cls: 3.1152, loss: 3.1152, grad_norm: 1.6861 2021-01-21 02:48:18,948 - mmaction - INFO - Epoch [58][1940/2147] lr: 1.765e-01, eta: 8 days, 4:19:58, time: 1.472, data_time: 0.002, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5821, loss_cls: 3.1129, loss: 3.1129, grad_norm: 1.6708 2021-01-21 02:48:47,548 - mmaction - INFO - Epoch [58][1960/2147] lr: 1.765e-01, eta: 8 days, 4:19:09, time: 1.430, data_time: 0.003, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5799, loss_cls: 3.1111, loss: 3.1111, grad_norm: 1.7342 2021-01-21 02:49:16,485 - mmaction - INFO - Epoch [58][1980/2147] lr: 1.765e-01, eta: 8 days, 4:18:21, time: 1.446, data_time: 0.003, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5670, loss_cls: 3.1581, loss: 3.1581, grad_norm: 1.7009 2021-01-21 02:49:46,285 - mmaction - INFO - Epoch [58][2000/2147] lr: 1.765e-01, eta: 8 days, 4:17:35, time: 1.483, data_time: 0.003, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5768, loss_cls: 3.1071, loss: 3.1071, grad_norm: 1.6787 2021-01-21 02:50:15,769 - mmaction - INFO - Epoch [58][2020/2147] lr: 1.765e-01, eta: 8 days, 4:16:49, time: 1.476, data_time: 0.010, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5705, loss_cls: 3.1087, loss: 3.1087, grad_norm: 1.7149 2021-01-21 02:50:47,314 - mmaction - INFO - Epoch [58][2040/2147] lr: 1.765e-01, eta: 8 days, 4:16:10, time: 1.575, data_time: 0.016, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5683, loss_cls: 3.1378, loss: 3.1378, grad_norm: 1.6696 2021-01-21 02:51:19,016 - mmaction - INFO - Epoch [58][2060/2147] lr: 1.765e-01, eta: 8 days, 4:15:32, time: 1.591, data_time: 0.011, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5790, loss_cls: 3.1549, loss: 3.1549, grad_norm: 1.6622 2021-01-21 02:51:51,664 - mmaction - INFO - Epoch [58][2080/2147] lr: 1.765e-01, eta: 8 days, 4:14:57, time: 1.627, data_time: 0.004, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5763, loss_cls: 3.1619, loss: 3.1619, grad_norm: 1.7325 2021-01-21 02:52:20,235 - mmaction - INFO - Epoch [58][2100/2147] lr: 1.765e-01, eta: 8 days, 4:14:08, time: 1.434, data_time: 0.009, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5647, loss_cls: 3.1724, loss: 3.1724, grad_norm: 1.7228 2021-01-21 02:52:49,006 - mmaction - INFO - Epoch [58][2120/2147] lr: 1.765e-01, eta: 8 days, 4:13:19, time: 1.441, data_time: 0.004, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5723, loss_cls: 3.1264, loss: 3.1264, grad_norm: 1.7151 2021-01-21 02:53:20,771 - mmaction - INFO - Epoch [58][2140/2147] lr: 1.765e-01, eta: 8 days, 4:12:41, time: 1.588, data_time: 0.003, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5750, loss_cls: 3.1425, loss: 3.1425, grad_norm: 1.7233 2021-01-21 02:58:29,140 - mmaction - INFO - Epoch [59][20/2147] lr: 1.757e-01, eta: 8 days, 4:25:30, time: 14.170, data_time: 12.537, memory: 16628, top1_acc: 0.3299, top5_acc: 0.5973, loss_cls: 3.0248, loss: 3.0248, grad_norm: 1.7081 2021-01-21 02:58:57,862 - mmaction - INFO - Epoch [59][40/2147] lr: 1.757e-01, eta: 8 days, 4:24:42, time: 1.438, data_time: 0.005, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5652, loss_cls: 3.1664, loss: 3.1664, grad_norm: 1.7516 2021-01-21 02:59:26,429 - mmaction - INFO - Epoch [59][60/2147] lr: 1.757e-01, eta: 8 days, 4:23:52, time: 1.422, data_time: 0.001, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5763, loss_cls: 3.1138, loss: 3.1138, grad_norm: 1.6853 2021-01-21 02:59:56,947 - mmaction - INFO - Epoch [59][80/2147] lr: 1.757e-01, eta: 8 days, 4:23:10, time: 1.532, data_time: 0.011, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5826, loss_cls: 3.1141, loss: 3.1141, grad_norm: 1.7061 2021-01-21 03:00:27,793 - mmaction - INFO - Epoch [59][100/2147] lr: 1.757e-01, eta: 8 days, 4:22:28, time: 1.536, data_time: 0.001, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5549, loss_cls: 3.1648, loss: 3.1648, grad_norm: 1.6800 2021-01-21 03:00:58,580 - mmaction - INFO - Epoch [59][120/2147] lr: 1.757e-01, eta: 8 days, 4:21:47, time: 1.545, data_time: 0.011, memory: 16628, top1_acc: 0.3357, top5_acc: 0.5799, loss_cls: 3.0969, loss: 3.0969, grad_norm: 1.6984 2021-01-21 03:01:29,761 - mmaction - INFO - Epoch [59][140/2147] lr: 1.757e-01, eta: 8 days, 4:21:06, time: 1.557, data_time: 0.002, memory: 16628, top1_acc: 0.3317, top5_acc: 0.5799, loss_cls: 3.0543, loss: 3.0543, grad_norm: 1.7245 2021-01-21 03:02:02,492 - mmaction - INFO - Epoch [59][160/2147] lr: 1.757e-01, eta: 8 days, 4:20:31, time: 1.639, data_time: 0.007, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5937, loss_cls: 3.0013, loss: 3.0013, grad_norm: 1.7204 2021-01-21 03:02:31,919 - mmaction - INFO - Epoch [59][180/2147] lr: 1.757e-01, eta: 8 days, 4:19:45, time: 1.471, data_time: 0.003, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5848, loss_cls: 3.0818, loss: 3.0818, grad_norm: 1.7594 2021-01-21 03:03:00,799 - mmaction - INFO - Epoch [59][200/2147] lr: 1.757e-01, eta: 8 days, 4:18:56, time: 1.442, data_time: 0.002, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5679, loss_cls: 3.1178, loss: 3.1178, grad_norm: 1.7051 2021-01-21 03:03:31,424 - mmaction - INFO - Epoch [59][220/2147] lr: 1.757e-01, eta: 8 days, 4:18:14, time: 1.532, data_time: 0.008, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5772, loss_cls: 3.0828, loss: 3.0828, grad_norm: 1.6773 2021-01-21 03:04:00,629 - mmaction - INFO - Epoch [59][240/2147] lr: 1.757e-01, eta: 8 days, 4:17:27, time: 1.463, data_time: 0.007, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5701, loss_cls: 3.1327, loss: 3.1327, grad_norm: 1.7095 2021-01-21 03:04:31,671 - mmaction - INFO - Epoch [59][260/2147] lr: 1.757e-01, eta: 8 days, 4:16:46, time: 1.547, data_time: 0.002, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5857, loss_cls: 3.0678, loss: 3.0678, grad_norm: 1.6947 2021-01-21 03:05:04,745 - mmaction - INFO - Epoch [59][280/2147] lr: 1.757e-01, eta: 8 days, 4:16:12, time: 1.655, data_time: 0.011, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5692, loss_cls: 3.1665, loss: 3.1665, grad_norm: 1.7491 2021-01-21 03:05:33,956 - mmaction - INFO - Epoch [59][300/2147] lr: 1.757e-01, eta: 8 days, 4:15:25, time: 1.461, data_time: 0.010, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5741, loss_cls: 3.1394, loss: 3.1394, grad_norm: 1.7229 2021-01-21 03:06:04,760 - mmaction - INFO - Epoch [59][320/2147] lr: 1.757e-01, eta: 8 days, 4:14:44, time: 1.544, data_time: 0.011, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5629, loss_cls: 3.1624, loss: 3.1624, grad_norm: 1.6987 2021-01-21 03:06:35,840 - mmaction - INFO - Epoch [59][340/2147] lr: 1.757e-01, eta: 8 days, 4:14:03, time: 1.550, data_time: 0.002, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5821, loss_cls: 3.1265, loss: 3.1265, grad_norm: 1.6950 2021-01-21 03:07:05,667 - mmaction - INFO - Epoch [59][360/2147] lr: 1.757e-01, eta: 8 days, 4:13:18, time: 1.494, data_time: 0.007, memory: 16628, top1_acc: 0.3317, top5_acc: 0.5763, loss_cls: 3.1134, loss: 3.1134, grad_norm: 1.6842 2021-01-21 03:07:35,228 - mmaction - INFO - Epoch [59][380/2147] lr: 1.757e-01, eta: 8 days, 4:12:32, time: 1.472, data_time: 0.004, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5728, loss_cls: 3.1538, loss: 3.1538, grad_norm: 1.6940 2021-01-21 03:08:06,139 - mmaction - INFO - Epoch [59][400/2147] lr: 1.757e-01, eta: 8 days, 4:11:51, time: 1.553, data_time: 0.011, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5835, loss_cls: 3.0581, loss: 3.0581, grad_norm: 1.6842 2021-01-21 03:08:38,488 - mmaction - INFO - Epoch [59][420/2147] lr: 1.757e-01, eta: 8 days, 4:11:15, time: 1.617, data_time: 0.003, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5763, loss_cls: 3.0905, loss: 3.0905, grad_norm: 1.7052 2021-01-21 03:09:07,030 - mmaction - INFO - Epoch [59][440/2147] lr: 1.757e-01, eta: 8 days, 4:10:25, time: 1.428, data_time: 0.002, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5687, loss_cls: 3.1276, loss: 3.1276, grad_norm: 1.7120 2021-01-21 03:09:35,877 - mmaction - INFO - Epoch [59][460/2147] lr: 1.757e-01, eta: 8 days, 4:09:37, time: 1.441, data_time: 0.003, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5893, loss_cls: 3.0683, loss: 3.0683, grad_norm: 1.7013 2021-01-21 03:10:04,706 - mmaction - INFO - Epoch [59][480/2147] lr: 1.757e-01, eta: 8 days, 4:08:49, time: 1.440, data_time: 0.004, memory: 16628, top1_acc: 0.3388, top5_acc: 0.5991, loss_cls: 3.0199, loss: 3.0199, grad_norm: 1.7456 2021-01-21 03:10:42,097 - mmaction - INFO - Epoch [59][500/2147] lr: 1.757e-01, eta: 8 days, 4:08:29, time: 1.870, data_time: 0.005, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5723, loss_cls: 3.0675, loss: 3.0675, grad_norm: 1.7080 2021-01-21 03:11:14,234 - mmaction - INFO - Epoch [59][520/2147] lr: 1.757e-01, eta: 8 days, 4:07:52, time: 1.608, data_time: 0.004, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5741, loss_cls: 3.1250, loss: 3.1250, grad_norm: 1.7145 2021-01-21 03:11:57,068 - mmaction - INFO - Epoch [59][540/2147] lr: 1.757e-01, eta: 8 days, 4:07:52, time: 2.143, data_time: 0.004, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5777, loss_cls: 3.1307, loss: 3.1307, grad_norm: 1.7531 2021-01-21 03:12:27,827 - mmaction - INFO - Epoch [59][560/2147] lr: 1.757e-01, eta: 8 days, 4:07:09, time: 1.528, data_time: 0.004, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5879, loss_cls: 3.0694, loss: 3.0694, grad_norm: 1.7280 2021-01-21 03:12:57,314 - mmaction - INFO - Epoch [59][580/2147] lr: 1.757e-01, eta: 8 days, 4:06:24, time: 1.480, data_time: 0.012, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5772, loss_cls: 3.1201, loss: 3.1201, grad_norm: 1.7178 2021-01-21 03:13:26,362 - mmaction - INFO - Epoch [59][600/2147] lr: 1.757e-01, eta: 8 days, 4:05:36, time: 1.456, data_time: 0.010, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5795, loss_cls: 3.0941, loss: 3.0941, grad_norm: 1.7066 2021-01-21 03:13:55,384 - mmaction - INFO - Epoch [59][620/2147] lr: 1.757e-01, eta: 8 days, 4:04:49, time: 1.450, data_time: 0.001, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5799, loss_cls: 3.1490, loss: 3.1490, grad_norm: 1.7341 2021-01-21 03:14:26,316 - mmaction - INFO - Epoch [59][640/2147] lr: 1.757e-01, eta: 8 days, 4:04:07, time: 1.543, data_time: 0.004, memory: 16628, top1_acc: 0.3317, top5_acc: 0.5853, loss_cls: 3.1027, loss: 3.1027, grad_norm: 1.6861 2021-01-21 03:14:55,992 - mmaction - INFO - Epoch [59][660/2147] lr: 1.757e-01, eta: 8 days, 4:03:22, time: 1.485, data_time: 0.009, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5737, loss_cls: 3.1242, loss: 3.1242, grad_norm: 1.6750 2021-01-21 03:15:24,573 - mmaction - INFO - Epoch [59][680/2147] lr: 1.757e-01, eta: 8 days, 4:02:33, time: 1.432, data_time: 0.010, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5688, loss_cls: 3.1475, loss: 3.1475, grad_norm: 1.7385 2021-01-21 03:15:55,094 - mmaction - INFO - Epoch [59][700/2147] lr: 1.757e-01, eta: 8 days, 4:01:50, time: 1.523, data_time: 0.001, memory: 16628, top1_acc: 0.3371, top5_acc: 0.5817, loss_cls: 3.0561, loss: 3.0561, grad_norm: 1.6909 2021-01-21 03:16:25,077 - mmaction - INFO - Epoch [59][720/2147] lr: 1.757e-01, eta: 8 days, 4:01:06, time: 1.501, data_time: 0.008, memory: 16628, top1_acc: 0.3317, top5_acc: 0.5844, loss_cls: 3.1017, loss: 3.1017, grad_norm: 1.7260 2021-01-21 03:16:57,161 - mmaction - INFO - Epoch [59][740/2147] lr: 1.757e-01, eta: 8 days, 4:00:29, time: 1.605, data_time: 0.006, memory: 16628, top1_acc: 0.3371, top5_acc: 0.5897, loss_cls: 3.0587, loss: 3.0587, grad_norm: 1.7270 2021-01-21 03:17:28,784 - mmaction - INFO - Epoch [59][760/2147] lr: 1.757e-01, eta: 8 days, 3:59:50, time: 1.581, data_time: 0.004, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5781, loss_cls: 3.0947, loss: 3.0947, grad_norm: 1.7171 2021-01-21 03:17:57,325 - mmaction - INFO - Epoch [59][780/2147] lr: 1.757e-01, eta: 8 days, 3:59:01, time: 1.425, data_time: 0.002, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5763, loss_cls: 3.1297, loss: 3.1297, grad_norm: 1.7333 2021-01-21 03:18:26,037 - mmaction - INFO - Epoch [59][800/2147] lr: 1.757e-01, eta: 8 days, 3:58:12, time: 1.437, data_time: 0.005, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5540, loss_cls: 3.1683, loss: 3.1683, grad_norm: 1.7022 2021-01-21 03:18:54,766 - mmaction - INFO - Epoch [59][820/2147] lr: 1.757e-01, eta: 8 days, 3:57:24, time: 1.438, data_time: 0.004, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5692, loss_cls: 3.1095, loss: 3.1095, grad_norm: 1.7284 2021-01-21 03:19:27,855 - mmaction - INFO - Epoch [59][840/2147] lr: 1.757e-01, eta: 8 days, 3:56:50, time: 1.654, data_time: 0.003, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5839, loss_cls: 3.0969, loss: 3.0969, grad_norm: 1.7101 2021-01-21 03:19:58,625 - mmaction - INFO - Epoch [59][860/2147] lr: 1.757e-01, eta: 8 days, 3:56:08, time: 1.539, data_time: 0.007, memory: 16628, top1_acc: 0.3281, top5_acc: 0.5701, loss_cls: 3.1655, loss: 3.1655, grad_norm: 1.6972 2021-01-21 03:20:29,902 - mmaction - INFO - Epoch [59][880/2147] lr: 1.757e-01, eta: 8 days, 3:55:28, time: 1.561, data_time: 0.003, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5737, loss_cls: 3.1624, loss: 3.1624, grad_norm: 1.6959 2021-01-21 03:20:59,285 - mmaction - INFO - Epoch [59][900/2147] lr: 1.757e-01, eta: 8 days, 3:54:42, time: 1.471, data_time: 0.006, memory: 16628, top1_acc: 0.3250, top5_acc: 0.5683, loss_cls: 3.1491, loss: 3.1491, grad_norm: 1.6630 2021-01-21 03:21:31,503 - mmaction - INFO - Epoch [59][920/2147] lr: 1.757e-01, eta: 8 days, 3:54:05, time: 1.607, data_time: 0.004, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5679, loss_cls: 3.1381, loss: 3.1381, grad_norm: 1.7280 2021-01-21 03:22:03,040 - mmaction - INFO - Epoch [59][940/2147] lr: 1.757e-01, eta: 8 days, 3:53:26, time: 1.578, data_time: 0.009, memory: 16628, top1_acc: 0.3429, top5_acc: 0.5772, loss_cls: 3.0427, loss: 3.0427, grad_norm: 1.6702 2021-01-21 03:22:32,311 - mmaction - INFO - Epoch [59][960/2147] lr: 1.757e-01, eta: 8 days, 3:52:39, time: 1.462, data_time: 0.006, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5710, loss_cls: 3.1573, loss: 3.1573, grad_norm: 1.6915 2021-01-21 03:23:02,802 - mmaction - INFO - Epoch [59][980/2147] lr: 1.757e-01, eta: 8 days, 3:51:56, time: 1.520, data_time: 0.009, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5714, loss_cls: 3.1313, loss: 3.1313, grad_norm: 1.7065 2021-01-21 03:23:33,831 - mmaction - INFO - Epoch [59][1000/2147] lr: 1.757e-01, eta: 8 days, 3:51:16, time: 1.558, data_time: 0.015, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5848, loss_cls: 3.1176, loss: 3.1176, grad_norm: 1.7321 2021-01-21 03:24:03,477 - mmaction - INFO - Epoch [59][1020/2147] lr: 1.757e-01, eta: 8 days, 3:50:31, time: 1.484, data_time: 0.006, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5750, loss_cls: 3.1813, loss: 3.1813, grad_norm: 1.6914 2021-01-21 03:24:35,160 - mmaction - INFO - Epoch [59][1040/2147] lr: 1.757e-01, eta: 8 days, 3:49:52, time: 1.585, data_time: 0.006, memory: 16628, top1_acc: 0.3482, top5_acc: 0.5924, loss_cls: 3.0565, loss: 3.0565, grad_norm: 1.6648 2021-01-21 03:25:05,116 - mmaction - INFO - Epoch [59][1060/2147] lr: 1.757e-01, eta: 8 days, 3:49:07, time: 1.494, data_time: 0.003, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5808, loss_cls: 3.1385, loss: 3.1385, grad_norm: 1.7171 2021-01-21 03:25:34,123 - mmaction - INFO - Epoch [59][1080/2147] lr: 1.757e-01, eta: 8 days, 3:48:20, time: 1.456, data_time: 0.007, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5754, loss_cls: 3.1201, loss: 3.1201, grad_norm: 1.6829 2021-01-21 03:26:04,513 - mmaction - INFO - Epoch [59][1100/2147] lr: 1.757e-01, eta: 8 days, 3:47:37, time: 1.519, data_time: 0.002, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5862, loss_cls: 3.1096, loss: 3.1096, grad_norm: 1.7113 2021-01-21 03:26:34,833 - mmaction - INFO - Epoch [59][1120/2147] lr: 1.757e-01, eta: 8 days, 3:46:54, time: 1.509, data_time: 0.010, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5616, loss_cls: 3.1671, loss: 3.1671, grad_norm: 1.6885 2021-01-21 03:27:07,866 - mmaction - INFO - Epoch [59][1140/2147] lr: 1.757e-01, eta: 8 days, 3:46:20, time: 1.657, data_time: 0.011, memory: 16628, top1_acc: 0.3000, top5_acc: 0.5567, loss_cls: 3.2319, loss: 3.2319, grad_norm: 1.7489 2021-01-21 03:27:38,303 - mmaction - INFO - Epoch [59][1160/2147] lr: 1.757e-01, eta: 8 days, 3:45:37, time: 1.521, data_time: 0.004, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5527, loss_cls: 3.1856, loss: 3.1856, grad_norm: 1.7215 2021-01-21 03:28:11,828 - mmaction - INFO - Epoch [59][1180/2147] lr: 1.757e-01, eta: 8 days, 3:45:05, time: 1.673, data_time: 0.005, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5661, loss_cls: 3.1919, loss: 3.1919, grad_norm: 1.6868 2021-01-21 03:28:40,635 - mmaction - INFO - Epoch [59][1200/2147] lr: 1.757e-01, eta: 8 days, 3:44:17, time: 1.444, data_time: 0.014, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5710, loss_cls: 3.1457, loss: 3.1457, grad_norm: 1.6742 2021-01-21 03:29:10,340 - mmaction - INFO - Epoch [59][1220/2147] lr: 1.757e-01, eta: 8 days, 3:43:32, time: 1.485, data_time: 0.004, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5763, loss_cls: 3.1111, loss: 3.1111, grad_norm: 1.6727 2021-01-21 03:29:42,595 - mmaction - INFO - Epoch [59][1240/2147] lr: 1.757e-01, eta: 8 days, 3:42:55, time: 1.612, data_time: 0.008, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5772, loss_cls: 3.1892, loss: 3.1892, grad_norm: 1.6979 2021-01-21 03:30:13,065 - mmaction - INFO - Epoch [59][1260/2147] lr: 1.757e-01, eta: 8 days, 3:42:12, time: 1.521, data_time: 0.005, memory: 16628, top1_acc: 0.2902, top5_acc: 0.5482, loss_cls: 3.2454, loss: 3.2454, grad_norm: 1.6988 2021-01-21 03:30:44,186 - mmaction - INFO - Epoch [59][1280/2147] lr: 1.757e-01, eta: 8 days, 3:41:32, time: 1.560, data_time: 0.008, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5705, loss_cls: 3.1558, loss: 3.1558, grad_norm: 1.6874 2021-01-21 03:31:14,522 - mmaction - INFO - Epoch [59][1300/2147] lr: 1.757e-01, eta: 8 days, 3:40:49, time: 1.518, data_time: 0.002, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5754, loss_cls: 3.0944, loss: 3.0944, grad_norm: 1.6732 2021-01-21 03:31:52,054 - mmaction - INFO - Epoch [59][1320/2147] lr: 1.757e-01, eta: 8 days, 3:40:30, time: 1.873, data_time: 0.004, memory: 16628, top1_acc: 0.3388, top5_acc: 0.5875, loss_cls: 3.0451, loss: 3.0451, grad_norm: 1.6688 2021-01-21 03:32:22,656 - mmaction - INFO - Epoch [59][1340/2147] lr: 1.757e-01, eta: 8 days, 3:39:48, time: 1.532, data_time: 0.010, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5598, loss_cls: 3.1961, loss: 3.1961, grad_norm: 1.7173 2021-01-21 03:32:57,019 - mmaction - INFO - Epoch [59][1360/2147] lr: 1.757e-01, eta: 8 days, 3:39:18, time: 1.713, data_time: 0.005, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5509, loss_cls: 3.2476, loss: 3.2476, grad_norm: 1.6888 2021-01-21 03:33:29,198 - mmaction - INFO - Epoch [59][1380/2147] lr: 1.757e-01, eta: 8 days, 3:38:42, time: 1.609, data_time: 0.012, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5679, loss_cls: 3.1354, loss: 3.1354, grad_norm: 1.6662 2021-01-21 03:33:59,505 - mmaction - INFO - Epoch [59][1400/2147] lr: 1.757e-01, eta: 8 days, 3:37:59, time: 1.522, data_time: 0.011, memory: 16628, top1_acc: 0.3330, top5_acc: 0.6058, loss_cls: 3.0115, loss: 3.0115, grad_norm: 1.6798 2021-01-21 03:34:31,859 - mmaction - INFO - Epoch [59][1420/2147] lr: 1.757e-01, eta: 8 days, 3:37:22, time: 1.612, data_time: 0.005, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5741, loss_cls: 3.1114, loss: 3.1114, grad_norm: 1.7385 2021-01-21 03:35:01,292 - mmaction - INFO - Epoch [59][1440/2147] lr: 1.757e-01, eta: 8 days, 3:36:36, time: 1.473, data_time: 0.012, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5679, loss_cls: 3.1749, loss: 3.1749, grad_norm: 1.7040 2021-01-21 03:35:32,857 - mmaction - INFO - Epoch [59][1460/2147] lr: 1.757e-01, eta: 8 days, 3:35:58, time: 1.582, data_time: 0.010, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5562, loss_cls: 3.2014, loss: 3.2014, grad_norm: 1.7376 2021-01-21 03:36:03,294 - mmaction - INFO - Epoch [59][1480/2147] lr: 1.757e-01, eta: 8 days, 3:35:15, time: 1.517, data_time: 0.003, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5812, loss_cls: 3.1145, loss: 3.1145, grad_norm: 1.6880 2021-01-21 03:36:35,145 - mmaction - INFO - Epoch [59][1500/2147] lr: 1.757e-01, eta: 8 days, 3:34:37, time: 1.597, data_time: 0.007, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5656, loss_cls: 3.1220, loss: 3.1220, grad_norm: 1.6692 2021-01-21 03:37:06,080 - mmaction - INFO - Epoch [59][1520/2147] lr: 1.757e-01, eta: 8 days, 3:33:56, time: 1.541, data_time: 0.008, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5554, loss_cls: 3.2211, loss: 3.2211, grad_norm: 1.6704 2021-01-21 03:37:37,286 - mmaction - INFO - Epoch [59][1540/2147] lr: 1.757e-01, eta: 8 days, 3:33:15, time: 1.556, data_time: 0.011, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5920, loss_cls: 3.0478, loss: 3.0478, grad_norm: 1.7135 2021-01-21 03:38:06,486 - mmaction - INFO - Epoch [59][1560/2147] lr: 1.757e-01, eta: 8 days, 3:32:29, time: 1.469, data_time: 0.014, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5580, loss_cls: 3.2105, loss: 3.2105, grad_norm: 1.7248 2021-01-21 03:38:39,851 - mmaction - INFO - Epoch [59][1580/2147] lr: 1.757e-01, eta: 8 days, 3:31:56, time: 1.665, data_time: 0.006, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5549, loss_cls: 3.2136, loss: 3.2136, grad_norm: 1.7174 2021-01-21 03:39:09,165 - mmaction - INFO - Epoch [59][1600/2147] lr: 1.757e-01, eta: 8 days, 3:31:10, time: 1.471, data_time: 0.014, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5679, loss_cls: 3.1397, loss: 3.1397, grad_norm: 1.6967 2021-01-21 03:39:38,666 - mmaction - INFO - Epoch [59][1620/2147] lr: 1.757e-01, eta: 8 days, 3:30:24, time: 1.467, data_time: 0.002, memory: 16628, top1_acc: 0.3308, top5_acc: 0.5946, loss_cls: 3.0054, loss: 3.0054, grad_norm: 1.7025 2021-01-21 03:40:08,054 - mmaction - INFO - Epoch [59][1640/2147] lr: 1.757e-01, eta: 8 days, 3:29:38, time: 1.476, data_time: 0.013, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5719, loss_cls: 3.1387, loss: 3.1387, grad_norm: 1.6823 2021-01-21 03:40:38,373 - mmaction - INFO - Epoch [59][1660/2147] lr: 1.757e-01, eta: 8 days, 3:28:55, time: 1.515, data_time: 0.006, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5647, loss_cls: 3.1778, loss: 3.1778, grad_norm: 1.7318 2021-01-21 03:41:08,144 - mmaction - INFO - Epoch [59][1680/2147] lr: 1.757e-01, eta: 8 days, 3:28:10, time: 1.486, data_time: 0.005, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5652, loss_cls: 3.1322, loss: 3.1322, grad_norm: 1.6857 2021-01-21 03:41:36,769 - mmaction - INFO - Epoch [59][1700/2147] lr: 1.757e-01, eta: 8 days, 3:27:21, time: 1.435, data_time: 0.013, memory: 16628, top1_acc: 0.3415, top5_acc: 0.5871, loss_cls: 3.0543, loss: 3.0543, grad_norm: 1.7146 2021-01-21 03:42:06,936 - mmaction - INFO - Epoch [59][1720/2147] lr: 1.757e-01, eta: 8 days, 3:26:38, time: 1.506, data_time: 0.026, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5629, loss_cls: 3.1217, loss: 3.1217, grad_norm: 1.7197 2021-01-21 03:42:40,432 - mmaction - INFO - Epoch [59][1740/2147] lr: 1.757e-01, eta: 8 days, 3:26:05, time: 1.670, data_time: 0.006, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5817, loss_cls: 3.0581, loss: 3.0581, grad_norm: 1.7325 2021-01-21 03:43:13,391 - mmaction - INFO - Epoch [59][1760/2147] lr: 1.757e-01, eta: 8 days, 3:25:31, time: 1.647, data_time: 0.015, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5607, loss_cls: 3.1438, loss: 3.1438, grad_norm: 1.7189 2021-01-21 03:43:42,021 - mmaction - INFO - Epoch [59][1780/2147] lr: 1.757e-01, eta: 8 days, 3:24:42, time: 1.434, data_time: 0.009, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5576, loss_cls: 3.1969, loss: 3.1969, grad_norm: 1.6570 2021-01-21 03:44:12,205 - mmaction - INFO - Epoch [59][1800/2147] lr: 1.757e-01, eta: 8 days, 3:23:59, time: 1.513, data_time: 0.009, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5781, loss_cls: 3.1311, loss: 3.1311, grad_norm: 1.6946 2021-01-21 03:44:41,004 - mmaction - INFO - Epoch [59][1820/2147] lr: 1.757e-01, eta: 8 days, 3:23:11, time: 1.439, data_time: 0.003, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5696, loss_cls: 3.2080, loss: 3.2080, grad_norm: 1.6813 2021-01-21 03:45:12,746 - mmaction - INFO - Epoch [59][1840/2147] lr: 1.757e-01, eta: 8 days, 3:22:32, time: 1.584, data_time: 0.005, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5826, loss_cls: 3.1218, loss: 3.1218, grad_norm: 1.6755 2021-01-21 03:45:43,277 - mmaction - INFO - Epoch [59][1860/2147] lr: 1.757e-01, eta: 8 days, 3:21:50, time: 1.528, data_time: 0.006, memory: 16628, top1_acc: 0.3295, top5_acc: 0.5906, loss_cls: 3.0703, loss: 3.0703, grad_norm: 1.6841 2021-01-21 03:46:13,640 - mmaction - INFO - Epoch [59][1880/2147] lr: 1.757e-01, eta: 8 days, 3:21:07, time: 1.516, data_time: 0.010, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5808, loss_cls: 3.0986, loss: 3.0986, grad_norm: 1.7023 2021-01-21 03:46:46,521 - mmaction - INFO - Epoch [59][1900/2147] lr: 1.757e-01, eta: 8 days, 3:20:33, time: 1.646, data_time: 0.010, memory: 16628, top1_acc: 0.3344, top5_acc: 0.5844, loss_cls: 3.0931, loss: 3.0931, grad_norm: 1.7510 2021-01-21 03:47:17,787 - mmaction - INFO - Epoch [59][1920/2147] lr: 1.757e-01, eta: 8 days, 3:19:53, time: 1.565, data_time: 0.067, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5817, loss_cls: 3.1283, loss: 3.1283, grad_norm: 1.7228 2021-01-21 03:47:49,701 - mmaction - INFO - Epoch [59][1940/2147] lr: 1.757e-01, eta: 8 days, 3:19:15, time: 1.593, data_time: 0.008, memory: 16628, top1_acc: 0.3299, top5_acc: 0.5683, loss_cls: 3.1630, loss: 3.1630, grad_norm: 1.6533 2021-01-21 03:48:18,771 - mmaction - INFO - Epoch [59][1960/2147] lr: 1.757e-01, eta: 8 days, 3:18:29, time: 1.459, data_time: 0.008, memory: 16628, top1_acc: 0.3344, top5_acc: 0.5795, loss_cls: 3.0894, loss: 3.0894, grad_norm: 1.6521 2021-01-21 03:48:47,477 - mmaction - INFO - Epoch [59][1980/2147] lr: 1.757e-01, eta: 8 days, 3:17:40, time: 1.435, data_time: 0.002, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5719, loss_cls: 3.0799, loss: 3.0799, grad_norm: 1.7124 2021-01-21 03:49:16,817 - mmaction - INFO - Epoch [59][2000/2147] lr: 1.757e-01, eta: 8 days, 3:16:54, time: 1.464, data_time: 0.004, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5558, loss_cls: 3.1809, loss: 3.1809, grad_norm: 1.6722 2021-01-21 03:49:47,239 - mmaction - INFO - Epoch [59][2020/2147] lr: 1.757e-01, eta: 8 days, 3:16:11, time: 1.522, data_time: 0.006, memory: 16628, top1_acc: 0.3308, top5_acc: 0.5777, loss_cls: 3.1012, loss: 3.1012, grad_norm: 1.6802 2021-01-21 03:50:16,481 - mmaction - INFO - Epoch [59][2040/2147] lr: 1.757e-01, eta: 8 days, 3:15:25, time: 1.464, data_time: 0.008, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5536, loss_cls: 3.1975, loss: 3.1975, grad_norm: 1.7196 2021-01-21 03:50:45,108 - mmaction - INFO - Epoch [59][2060/2147] lr: 1.757e-01, eta: 8 days, 3:14:36, time: 1.430, data_time: 0.002, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5496, loss_cls: 3.1732, loss: 3.1732, grad_norm: 1.6857 2021-01-21 03:51:16,334 - mmaction - INFO - Epoch [59][2080/2147] lr: 1.757e-01, eta: 8 days, 3:13:55, time: 1.549, data_time: 0.011, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5835, loss_cls: 3.0931, loss: 3.0931, grad_norm: 1.6896 2021-01-21 03:51:48,268 - mmaction - INFO - Epoch [59][2100/2147] lr: 1.757e-01, eta: 8 days, 3:13:19, time: 1.608, data_time: 0.019, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5576, loss_cls: 3.1782, loss: 3.1782, grad_norm: 1.6865 2021-01-21 03:52:18,425 - mmaction - INFO - Epoch [59][2120/2147] lr: 1.757e-01, eta: 8 days, 3:12:35, time: 1.506, data_time: 0.009, memory: 16628, top1_acc: 0.3299, top5_acc: 0.5750, loss_cls: 3.1294, loss: 3.1294, grad_norm: 1.6449 2021-01-21 03:52:47,735 - mmaction - INFO - Epoch [59][2140/2147] lr: 1.757e-01, eta: 8 days, 3:11:49, time: 1.468, data_time: 0.011, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5594, loss_cls: 3.1607, loss: 3.1607, grad_norm: 1.7299 2021-01-21 03:57:48,122 - mmaction - INFO - Epoch [60][20/2147] lr: 1.749e-01, eta: 8 days, 3:24:00, time: 13.874, data_time: 12.321, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5897, loss_cls: 3.1091, loss: 3.1091, grad_norm: 1.7109 2021-01-21 03:58:16,535 - mmaction - INFO - Epoch [60][40/2147] lr: 1.749e-01, eta: 8 days, 3:23:11, time: 1.424, data_time: 0.008, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5866, loss_cls: 3.0428, loss: 3.0428, grad_norm: 1.6666 2021-01-21 03:58:45,872 - mmaction - INFO - Epoch [60][60/2147] lr: 1.749e-01, eta: 8 days, 3:22:25, time: 1.465, data_time: 0.002, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5808, loss_cls: 3.0905, loss: 3.0905, grad_norm: 1.7073 2021-01-21 03:59:14,841 - mmaction - INFO - Epoch [60][80/2147] lr: 1.749e-01, eta: 8 days, 3:21:37, time: 1.449, data_time: 0.006, memory: 16628, top1_acc: 0.3522, top5_acc: 0.5964, loss_cls: 2.9993, loss: 2.9993, grad_norm: 1.6760 2021-01-21 03:59:45,203 - mmaction - INFO - Epoch [60][100/2147] lr: 1.749e-01, eta: 8 days, 3:20:54, time: 1.520, data_time: 0.008, memory: 16628, top1_acc: 0.3415, top5_acc: 0.5933, loss_cls: 3.0235, loss: 3.0235, grad_norm: 1.7507 2021-01-21 04:00:13,963 - mmaction - INFO - Epoch [60][120/2147] lr: 1.749e-01, eta: 8 days, 3:20:06, time: 1.439, data_time: 0.003, memory: 16628, top1_acc: 0.3487, top5_acc: 0.5969, loss_cls: 2.9945, loss: 2.9945, grad_norm: 1.6981 2021-01-21 04:00:42,953 - mmaction - INFO - Epoch [60][140/2147] lr: 1.749e-01, eta: 8 days, 3:19:19, time: 1.449, data_time: 0.001, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5652, loss_cls: 3.0983, loss: 3.0983, grad_norm: 1.6922 2021-01-21 04:01:11,885 - mmaction - INFO - Epoch [60][160/2147] lr: 1.749e-01, eta: 8 days, 3:18:31, time: 1.444, data_time: 0.004, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5696, loss_cls: 3.1319, loss: 3.1319, grad_norm: 1.6835 2021-01-21 04:01:45,146 - mmaction - INFO - Epoch [60][180/2147] lr: 1.749e-01, eta: 8 days, 3:17:58, time: 1.666, data_time: 0.006, memory: 16628, top1_acc: 0.3366, top5_acc: 0.5884, loss_cls: 3.0594, loss: 3.0594, grad_norm: 1.6576 2021-01-21 04:02:13,991 - mmaction - INFO - Epoch [60][200/2147] lr: 1.749e-01, eta: 8 days, 3:17:10, time: 1.442, data_time: 0.002, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5857, loss_cls: 3.0758, loss: 3.0758, grad_norm: 1.7458 2021-01-21 04:02:42,892 - mmaction - INFO - Epoch [60][220/2147] lr: 1.749e-01, eta: 8 days, 3:16:22, time: 1.441, data_time: 0.002, memory: 16628, top1_acc: 0.3379, top5_acc: 0.5933, loss_cls: 3.0322, loss: 3.0322, grad_norm: 1.7052 2021-01-21 04:03:11,770 - mmaction - INFO - Epoch [60][240/2147] lr: 1.749e-01, eta: 8 days, 3:15:34, time: 1.447, data_time: 0.006, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5634, loss_cls: 3.1300, loss: 3.1300, grad_norm: 1.7238 2021-01-21 04:03:42,017 - mmaction - INFO - Epoch [60][260/2147] lr: 1.749e-01, eta: 8 days, 3:14:51, time: 1.513, data_time: 0.004, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5674, loss_cls: 3.0849, loss: 3.0849, grad_norm: 1.6770 2021-01-21 04:04:13,395 - mmaction - INFO - Epoch [60][280/2147] lr: 1.749e-01, eta: 8 days, 3:14:11, time: 1.563, data_time: 0.002, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5768, loss_cls: 3.1106, loss: 3.1106, grad_norm: 1.7114 2021-01-21 04:04:42,136 - mmaction - INFO - Epoch [60][300/2147] lr: 1.749e-01, eta: 8 days, 3:13:23, time: 1.443, data_time: 0.009, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5638, loss_cls: 3.1949, loss: 3.1949, grad_norm: 1.7164 2021-01-21 04:05:11,554 - mmaction - INFO - Epoch [60][320/2147] lr: 1.749e-01, eta: 8 days, 3:12:37, time: 1.467, data_time: 0.003, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5728, loss_cls: 3.0754, loss: 3.0754, grad_norm: 1.7091 2021-01-21 04:05:40,390 - mmaction - INFO - Epoch [60][340/2147] lr: 1.749e-01, eta: 8 days, 3:11:49, time: 1.446, data_time: 0.014, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5888, loss_cls: 3.1088, loss: 3.1088, grad_norm: 1.7593 2021-01-21 04:06:12,322 - mmaction - INFO - Epoch [60][360/2147] lr: 1.749e-01, eta: 8 days, 3:11:11, time: 1.596, data_time: 0.003, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5656, loss_cls: 3.1239, loss: 3.1239, grad_norm: 1.6951 2021-01-21 04:06:44,360 - mmaction - INFO - Epoch [60][380/2147] lr: 1.749e-01, eta: 8 days, 3:10:34, time: 1.601, data_time: 0.002, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5679, loss_cls: 3.1546, loss: 3.1546, grad_norm: 1.6857 2021-01-21 04:07:16,696 - mmaction - INFO - Epoch [60][400/2147] lr: 1.749e-01, eta: 8 days, 3:09:58, time: 1.617, data_time: 0.023, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5670, loss_cls: 3.1766, loss: 3.1766, grad_norm: 1.6686 2021-01-21 04:07:46,261 - mmaction - INFO - Epoch [60][420/2147] lr: 1.749e-01, eta: 8 days, 3:09:12, time: 1.476, data_time: 0.005, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5759, loss_cls: 3.1420, loss: 3.1420, grad_norm: 1.6732 2021-01-21 04:08:15,023 - mmaction - INFO - Epoch [60][440/2147] lr: 1.749e-01, eta: 8 days, 3:08:24, time: 1.441, data_time: 0.004, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5826, loss_cls: 3.0810, loss: 3.0810, grad_norm: 1.6862 2021-01-21 04:08:46,197 - mmaction - INFO - Epoch [60][460/2147] lr: 1.749e-01, eta: 8 days, 3:07:44, time: 1.559, data_time: 0.002, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5647, loss_cls: 3.0997, loss: 3.0997, grad_norm: 1.6688 2021-01-21 04:09:17,101 - mmaction - INFO - Epoch [60][480/2147] lr: 1.749e-01, eta: 8 days, 3:07:03, time: 1.545, data_time: 0.002, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5888, loss_cls: 3.0942, loss: 3.0942, grad_norm: 1.7018 2021-01-21 04:09:45,973 - mmaction - INFO - Epoch [60][500/2147] lr: 1.749e-01, eta: 8 days, 3:06:15, time: 1.442, data_time: 0.004, memory: 16628, top1_acc: 0.3402, top5_acc: 0.5835, loss_cls: 3.0594, loss: 3.0594, grad_norm: 1.7439 2021-01-21 04:10:14,928 - mmaction - INFO - Epoch [60][520/2147] lr: 1.749e-01, eta: 8 days, 3:05:27, time: 1.447, data_time: 0.005, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5866, loss_cls: 3.1029, loss: 3.1029, grad_norm: 1.6981 2021-01-21 04:10:45,517 - mmaction - INFO - Epoch [60][540/2147] lr: 1.749e-01, eta: 8 days, 3:04:45, time: 1.528, data_time: 0.004, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5817, loss_cls: 3.1063, loss: 3.1063, grad_norm: 1.6782 2021-01-21 04:11:14,434 - mmaction - INFO - Epoch [60][560/2147] lr: 1.749e-01, eta: 8 days, 3:03:58, time: 1.446, data_time: 0.006, memory: 16628, top1_acc: 0.3679, top5_acc: 0.6116, loss_cls: 2.9453, loss: 2.9453, grad_norm: 1.6628 2021-01-21 04:11:46,156 - mmaction - INFO - Epoch [60][580/2147] lr: 1.749e-01, eta: 8 days, 3:03:19, time: 1.585, data_time: 0.006, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5866, loss_cls: 3.0894, loss: 3.0894, grad_norm: 1.7414 2021-01-21 04:12:17,038 - mmaction - INFO - Epoch [60][600/2147] lr: 1.749e-01, eta: 8 days, 3:02:38, time: 1.545, data_time: 0.009, memory: 16628, top1_acc: 0.3518, top5_acc: 0.6036, loss_cls: 2.9971, loss: 2.9971, grad_norm: 1.7302 2021-01-21 04:12:46,351 - mmaction - INFO - Epoch [60][620/2147] lr: 1.749e-01, eta: 8 days, 3:01:52, time: 1.465, data_time: 0.005, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5705, loss_cls: 3.1120, loss: 3.1120, grad_norm: 1.7222 2021-01-21 04:13:16,904 - mmaction - INFO - Epoch [60][640/2147] lr: 1.749e-01, eta: 8 days, 3:01:10, time: 1.527, data_time: 0.005, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5665, loss_cls: 3.1452, loss: 3.1452, grad_norm: 1.7056 2021-01-21 04:13:45,787 - mmaction - INFO - Epoch [60][660/2147] lr: 1.749e-01, eta: 8 days, 3:00:22, time: 1.448, data_time: 0.009, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5951, loss_cls: 3.0287, loss: 3.0287, grad_norm: 1.7318 2021-01-21 04:14:14,392 - mmaction - INFO - Epoch [60][680/2147] lr: 1.749e-01, eta: 8 days, 2:59:33, time: 1.428, data_time: 0.003, memory: 16628, top1_acc: 0.3366, top5_acc: 0.5879, loss_cls: 3.0561, loss: 3.0561, grad_norm: 1.6886 2021-01-21 04:14:45,019 - mmaction - INFO - Epoch [60][700/2147] lr: 1.749e-01, eta: 8 days, 2:58:51, time: 1.533, data_time: 0.007, memory: 16628, top1_acc: 0.2951, top5_acc: 0.5545, loss_cls: 3.2032, loss: 3.2032, grad_norm: 1.7675 2021-01-21 04:15:17,919 - mmaction - INFO - Epoch [60][720/2147] lr: 1.749e-01, eta: 8 days, 2:58:17, time: 1.637, data_time: 0.007, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5723, loss_cls: 3.1458, loss: 3.1458, grad_norm: 1.7234 2021-01-21 04:15:46,942 - mmaction - INFO - Epoch [60][740/2147] lr: 1.749e-01, eta: 8 days, 2:57:30, time: 1.459, data_time: 0.014, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5710, loss_cls: 3.1244, loss: 3.1244, grad_norm: 1.6987 2021-01-21 04:16:17,061 - mmaction - INFO - Epoch [60][760/2147] lr: 1.749e-01, eta: 8 days, 2:56:46, time: 1.502, data_time: 0.004, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5643, loss_cls: 3.1125, loss: 3.1125, grad_norm: 1.7281 2021-01-21 04:16:53,610 - mmaction - INFO - Epoch [60][780/2147] lr: 1.749e-01, eta: 8 days, 2:56:24, time: 1.833, data_time: 0.007, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5705, loss_cls: 3.1328, loss: 3.1328, grad_norm: 1.7244 2021-01-21 04:17:22,334 - mmaction - INFO - Epoch [60][800/2147] lr: 1.749e-01, eta: 8 days, 2:55:36, time: 1.434, data_time: 0.002, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5705, loss_cls: 3.1096, loss: 3.1096, grad_norm: 1.7178 2021-01-21 04:17:51,136 - mmaction - INFO - Epoch [60][820/2147] lr: 1.749e-01, eta: 8 days, 2:54:48, time: 1.442, data_time: 0.006, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5871, loss_cls: 3.0769, loss: 3.0769, grad_norm: 1.7235 2021-01-21 04:18:21,570 - mmaction - INFO - Epoch [60][840/2147] lr: 1.749e-01, eta: 8 days, 2:54:05, time: 1.520, data_time: 0.002, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5920, loss_cls: 3.0514, loss: 3.0514, grad_norm: 1.7674 2021-01-21 04:18:50,664 - mmaction - INFO - Epoch [60][860/2147] lr: 1.749e-01, eta: 8 days, 2:53:18, time: 1.453, data_time: 0.005, memory: 16628, top1_acc: 0.3357, top5_acc: 0.5906, loss_cls: 3.0797, loss: 3.0797, grad_norm: 1.7095 2021-01-21 04:19:19,284 - mmaction - INFO - Epoch [60][880/2147] lr: 1.749e-01, eta: 8 days, 2:52:30, time: 1.435, data_time: 0.006, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5580, loss_cls: 3.1766, loss: 3.1766, grad_norm: 1.7247 2021-01-21 04:19:48,552 - mmaction - INFO - Epoch [60][900/2147] lr: 1.749e-01, eta: 8 days, 2:51:43, time: 1.463, data_time: 0.004, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5674, loss_cls: 3.1779, loss: 3.1779, grad_norm: 1.7019 2021-01-21 04:20:19,544 - mmaction - INFO - Epoch [60][920/2147] lr: 1.749e-01, eta: 8 days, 2:51:02, time: 1.545, data_time: 0.005, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5763, loss_cls: 3.1236, loss: 3.1236, grad_norm: 1.6780 2021-01-21 04:20:50,007 - mmaction - INFO - Epoch [60][940/2147] lr: 1.749e-01, eta: 8 days, 2:50:20, time: 1.526, data_time: 0.007, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5701, loss_cls: 3.1302, loss: 3.1302, grad_norm: 1.6992 2021-01-21 04:21:18,737 - mmaction - INFO - Epoch [60][960/2147] lr: 1.749e-01, eta: 8 days, 2:49:32, time: 1.438, data_time: 0.012, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5790, loss_cls: 3.0757, loss: 3.0757, grad_norm: 1.7039 2021-01-21 04:21:50,351 - mmaction - INFO - Epoch [60][980/2147] lr: 1.749e-01, eta: 8 days, 2:48:53, time: 1.572, data_time: 0.003, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5848, loss_cls: 3.0698, loss: 3.0698, grad_norm: 1.6864 2021-01-21 04:22:20,460 - mmaction - INFO - Epoch [60][1000/2147] lr: 1.749e-01, eta: 8 days, 2:48:10, time: 1.512, data_time: 0.014, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5804, loss_cls: 3.0990, loss: 3.0990, grad_norm: 1.7476 2021-01-21 04:22:49,120 - mmaction - INFO - Epoch [60][1020/2147] lr: 1.749e-01, eta: 8 days, 2:47:22, time: 1.436, data_time: 0.005, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5719, loss_cls: 3.0984, loss: 3.0984, grad_norm: 1.7060 2021-01-21 04:23:18,975 - mmaction - INFO - Epoch [60][1040/2147] lr: 1.749e-01, eta: 8 days, 2:46:37, time: 1.491, data_time: 0.004, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5670, loss_cls: 3.1866, loss: 3.1866, grad_norm: 1.6783 2021-01-21 04:23:48,597 - mmaction - INFO - Epoch [60][1060/2147] lr: 1.749e-01, eta: 8 days, 2:45:52, time: 1.483, data_time: 0.009, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5629, loss_cls: 3.1958, loss: 3.1958, grad_norm: 1.6477 2021-01-21 04:24:18,036 - mmaction - INFO - Epoch [60][1080/2147] lr: 1.749e-01, eta: 8 days, 2:45:06, time: 1.468, data_time: 0.002, memory: 16628, top1_acc: 0.3388, top5_acc: 0.5924, loss_cls: 3.0410, loss: 3.0410, grad_norm: 1.6760 2021-01-21 04:24:49,801 - mmaction - INFO - Epoch [60][1100/2147] lr: 1.749e-01, eta: 8 days, 2:44:28, time: 1.590, data_time: 0.005, memory: 16628, top1_acc: 0.3281, top5_acc: 0.5871, loss_cls: 3.0915, loss: 3.0915, grad_norm: 1.7112 2021-01-21 04:25:18,850 - mmaction - INFO - Epoch [60][1120/2147] lr: 1.749e-01, eta: 8 days, 2:43:41, time: 1.451, data_time: 0.007, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5558, loss_cls: 3.1597, loss: 3.1597, grad_norm: 1.6622 2021-01-21 04:25:49,386 - mmaction - INFO - Epoch [60][1140/2147] lr: 1.749e-01, eta: 8 days, 2:42:59, time: 1.527, data_time: 0.011, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5929, loss_cls: 3.1000, loss: 3.1000, grad_norm: 1.6933 2021-01-21 04:26:18,096 - mmaction - INFO - Epoch [60][1160/2147] lr: 1.749e-01, eta: 8 days, 2:42:11, time: 1.439, data_time: 0.005, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5692, loss_cls: 3.1403, loss: 3.1403, grad_norm: 1.7221 2021-01-21 04:26:47,715 - mmaction - INFO - Epoch [60][1180/2147] lr: 1.749e-01, eta: 8 days, 2:41:25, time: 1.480, data_time: 0.003, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5879, loss_cls: 3.0981, loss: 3.0981, grad_norm: 1.7485 2021-01-21 04:27:20,665 - mmaction - INFO - Epoch [60][1200/2147] lr: 1.749e-01, eta: 8 days, 2:40:51, time: 1.648, data_time: 0.006, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5754, loss_cls: 3.1228, loss: 3.1228, grad_norm: 1.7123 2021-01-21 04:27:52,464 - mmaction - INFO - Epoch [60][1220/2147] lr: 1.749e-01, eta: 8 days, 2:40:13, time: 1.585, data_time: 0.003, memory: 16628, top1_acc: 0.3344, top5_acc: 0.5763, loss_cls: 3.0841, loss: 3.0841, grad_norm: 1.7123 2021-01-21 04:28:24,429 - mmaction - INFO - Epoch [60][1240/2147] lr: 1.749e-01, eta: 8 days, 2:39:36, time: 1.601, data_time: 0.010, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5638, loss_cls: 3.1152, loss: 3.1152, grad_norm: 1.7416 2021-01-21 04:28:52,898 - mmaction - INFO - Epoch [60][1260/2147] lr: 1.749e-01, eta: 8 days, 2:38:47, time: 1.426, data_time: 0.004, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5714, loss_cls: 3.1180, loss: 3.1180, grad_norm: 1.6614 2021-01-21 04:29:21,857 - mmaction - INFO - Epoch [60][1280/2147] lr: 1.749e-01, eta: 8 days, 2:38:00, time: 1.447, data_time: 0.003, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5759, loss_cls: 3.0657, loss: 3.0657, grad_norm: 1.6973 2021-01-21 04:29:52,201 - mmaction - INFO - Epoch [60][1300/2147] lr: 1.749e-01, eta: 8 days, 2:37:17, time: 1.518, data_time: 0.004, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5714, loss_cls: 3.1191, loss: 3.1191, grad_norm: 1.6907 2021-01-21 04:30:20,879 - mmaction - INFO - Epoch [60][1320/2147] lr: 1.749e-01, eta: 8 days, 2:36:29, time: 1.434, data_time: 0.001, memory: 16628, top1_acc: 0.3295, top5_acc: 0.5759, loss_cls: 3.1018, loss: 3.1018, grad_norm: 1.7266 2021-01-21 04:30:51,458 - mmaction - INFO - Epoch [60][1340/2147] lr: 1.749e-01, eta: 8 days, 2:35:47, time: 1.526, data_time: 0.004, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5607, loss_cls: 3.1882, loss: 3.1882, grad_norm: 1.7109 2021-01-21 04:31:20,959 - mmaction - INFO - Epoch [60][1360/2147] lr: 1.749e-01, eta: 8 days, 2:35:01, time: 1.475, data_time: 0.005, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5540, loss_cls: 3.1570, loss: 3.1570, grad_norm: 1.6867 2021-01-21 04:31:54,305 - mmaction - INFO - Epoch [60][1380/2147] lr: 1.749e-01, eta: 8 days, 2:34:28, time: 1.670, data_time: 0.010, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5670, loss_cls: 3.1663, loss: 3.1663, grad_norm: 1.7251 2021-01-21 04:32:23,024 - mmaction - INFO - Epoch [60][1400/2147] lr: 1.749e-01, eta: 8 days, 2:33:40, time: 1.434, data_time: 0.006, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5710, loss_cls: 3.1454, loss: 3.1454, grad_norm: 1.6933 2021-01-21 04:32:51,804 - mmaction - INFO - Epoch [60][1420/2147] lr: 1.749e-01, eta: 8 days, 2:32:52, time: 1.441, data_time: 0.004, memory: 16628, top1_acc: 0.3062, top5_acc: 0.5549, loss_cls: 3.2036, loss: 3.2036, grad_norm: 1.7262 2021-01-21 04:33:20,945 - mmaction - INFO - Epoch [60][1440/2147] lr: 1.749e-01, eta: 8 days, 2:32:06, time: 1.455, data_time: 0.002, memory: 16628, top1_acc: 0.3085, top5_acc: 0.5625, loss_cls: 3.1652, loss: 3.1652, grad_norm: 1.6657 2021-01-21 04:33:51,282 - mmaction - INFO - Epoch [60][1460/2147] lr: 1.749e-01, eta: 8 days, 2:31:23, time: 1.520, data_time: 0.005, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5737, loss_cls: 3.0970, loss: 3.0970, grad_norm: 1.6607 2021-01-21 04:34:21,802 - mmaction - INFO - Epoch [60][1480/2147] lr: 1.749e-01, eta: 8 days, 2:30:41, time: 1.526, data_time: 0.002, memory: 16628, top1_acc: 0.3379, top5_acc: 0.5768, loss_cls: 3.0982, loss: 3.0982, grad_norm: 1.7074 2021-01-21 04:34:50,866 - mmaction - INFO - Epoch [60][1500/2147] lr: 1.749e-01, eta: 8 days, 2:29:54, time: 1.449, data_time: 0.003, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5732, loss_cls: 3.1288, loss: 3.1288, grad_norm: 1.7062 2021-01-21 04:35:19,562 - mmaction - INFO - Epoch [60][1520/2147] lr: 1.749e-01, eta: 8 days, 2:29:06, time: 1.436, data_time: 0.009, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5754, loss_cls: 3.1082, loss: 3.1082, grad_norm: 1.6771 2021-01-21 04:35:49,964 - mmaction - INFO - Epoch [60][1540/2147] lr: 1.749e-01, eta: 8 days, 2:28:23, time: 1.522, data_time: 0.006, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5674, loss_cls: 3.1371, loss: 3.1371, grad_norm: 1.6556 2021-01-21 04:36:18,593 - mmaction - INFO - Epoch [60][1560/2147] lr: 1.749e-01, eta: 8 days, 2:27:35, time: 1.431, data_time: 0.002, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5634, loss_cls: 3.1196, loss: 3.1196, grad_norm: 1.6996 2021-01-21 04:36:54,846 - mmaction - INFO - Epoch [60][1580/2147] lr: 1.749e-01, eta: 8 days, 2:27:11, time: 1.802, data_time: 0.002, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5777, loss_cls: 3.0971, loss: 3.0971, grad_norm: 1.7391 2021-01-21 04:37:24,242 - mmaction - INFO - Epoch [60][1600/2147] lr: 1.749e-01, eta: 8 days, 2:26:26, time: 1.481, data_time: 0.014, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5835, loss_cls: 3.0996, loss: 3.0996, grad_norm: 1.7143 2021-01-21 04:37:52,977 - mmaction - INFO - Epoch [60][1620/2147] lr: 1.749e-01, eta: 8 days, 2:25:38, time: 1.435, data_time: 0.004, memory: 16628, top1_acc: 0.3460, top5_acc: 0.5871, loss_cls: 3.0588, loss: 3.0588, grad_norm: 1.6724 2021-01-21 04:38:24,611 - mmaction - INFO - Epoch [60][1640/2147] lr: 1.749e-01, eta: 8 days, 2:24:59, time: 1.574, data_time: 0.004, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5629, loss_cls: 3.1815, loss: 3.1815, grad_norm: 1.7043 2021-01-21 04:38:54,964 - mmaction - INFO - Epoch [60][1660/2147] lr: 1.749e-01, eta: 8 days, 2:24:17, time: 1.525, data_time: 0.012, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5710, loss_cls: 3.1274, loss: 3.1274, grad_norm: 1.7484 2021-01-21 04:39:29,007 - mmaction - INFO - Epoch [60][1680/2147] lr: 1.749e-01, eta: 8 days, 2:23:46, time: 1.698, data_time: 0.007, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5772, loss_cls: 3.1335, loss: 3.1335, grad_norm: 1.7257 2021-01-21 04:39:59,518 - mmaction - INFO - Epoch [60][1700/2147] lr: 1.749e-01, eta: 8 days, 2:23:04, time: 1.528, data_time: 0.010, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5719, loss_cls: 3.1126, loss: 3.1126, grad_norm: 1.6957 2021-01-21 04:40:28,192 - mmaction - INFO - Epoch [60][1720/2147] lr: 1.749e-01, eta: 8 days, 2:22:16, time: 1.435, data_time: 0.005, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5951, loss_cls: 3.0630, loss: 3.0630, grad_norm: 1.6943 2021-01-21 04:40:57,522 - mmaction - INFO - Epoch [60][1740/2147] lr: 1.749e-01, eta: 8 days, 2:21:30, time: 1.466, data_time: 0.003, memory: 16628, top1_acc: 0.2902, top5_acc: 0.5571, loss_cls: 3.2354, loss: 3.2354, grad_norm: 1.7211 2021-01-21 04:41:26,265 - mmaction - INFO - Epoch [60][1760/2147] lr: 1.749e-01, eta: 8 days, 2:20:42, time: 1.439, data_time: 0.004, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5938, loss_cls: 3.0486, loss: 3.0486, grad_norm: 1.6849 2021-01-21 04:41:56,518 - mmaction - INFO - Epoch [60][1780/2147] lr: 1.749e-01, eta: 8 days, 2:19:59, time: 1.511, data_time: 0.008, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5879, loss_cls: 3.1018, loss: 3.1018, grad_norm: 1.6991 2021-01-21 04:42:27,766 - mmaction - INFO - Epoch [60][1800/2147] lr: 1.749e-01, eta: 8 days, 2:19:19, time: 1.565, data_time: 0.008, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5741, loss_cls: 3.1200, loss: 3.1200, grad_norm: 1.6615 2021-01-21 04:42:56,397 - mmaction - INFO - Epoch [60][1820/2147] lr: 1.749e-01, eta: 8 days, 2:18:31, time: 1.432, data_time: 0.004, memory: 16628, top1_acc: 0.3384, top5_acc: 0.5915, loss_cls: 3.0402, loss: 3.0402, grad_norm: 1.6989 2021-01-21 04:43:30,199 - mmaction - INFO - Epoch [60][1840/2147] lr: 1.749e-01, eta: 8 days, 2:17:59, time: 1.685, data_time: 0.002, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5960, loss_cls: 3.0681, loss: 3.0681, grad_norm: 1.7426 2021-01-21 04:43:59,784 - mmaction - INFO - Epoch [60][1860/2147] lr: 1.749e-01, eta: 8 days, 2:17:14, time: 1.482, data_time: 0.010, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5661, loss_cls: 3.1560, loss: 3.1560, grad_norm: 1.7154 2021-01-21 04:44:32,179 - mmaction - INFO - Epoch [60][1880/2147] lr: 1.749e-01, eta: 8 days, 2:16:39, time: 1.621, data_time: 0.006, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5759, loss_cls: 3.1071, loss: 3.1071, grad_norm: 1.7031 2021-01-21 04:45:00,904 - mmaction - INFO - Epoch [60][1900/2147] lr: 1.749e-01, eta: 8 days, 2:15:51, time: 1.437, data_time: 0.003, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5683, loss_cls: 3.1774, loss: 3.1774, grad_norm: 1.7408 2021-01-21 04:45:30,751 - mmaction - INFO - Epoch [60][1920/2147] lr: 1.749e-01, eta: 8 days, 2:15:07, time: 1.494, data_time: 0.008, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5482, loss_cls: 3.2029, loss: 3.2029, grad_norm: 1.7078 2021-01-21 04:46:01,944 - mmaction - INFO - Epoch [60][1940/2147] lr: 1.749e-01, eta: 8 days, 2:14:26, time: 1.554, data_time: 0.004, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5781, loss_cls: 3.1588, loss: 3.1588, grad_norm: 1.7349 2021-01-21 04:46:30,527 - mmaction - INFO - Epoch [60][1960/2147] lr: 1.749e-01, eta: 8 days, 2:13:38, time: 1.432, data_time: 0.007, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5795, loss_cls: 3.1169, loss: 3.1169, grad_norm: 1.7243 2021-01-21 04:47:15,637 - mmaction - INFO - Epoch [60][1980/2147] lr: 1.749e-01, eta: 8 days, 2:13:44, time: 2.259, data_time: 0.008, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5759, loss_cls: 3.1085, loss: 3.1085, grad_norm: 1.6901 2021-01-21 04:47:46,163 - mmaction - INFO - Epoch [60][2000/2147] lr: 1.749e-01, eta: 8 days, 2:13:02, time: 1.526, data_time: 0.002, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5830, loss_cls: 3.0890, loss: 3.0890, grad_norm: 1.7363 2021-01-21 04:48:16,749 - mmaction - INFO - Epoch [60][2020/2147] lr: 1.749e-01, eta: 8 days, 2:12:20, time: 1.526, data_time: 0.004, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5692, loss_cls: 3.2096, loss: 3.2096, grad_norm: 1.7300 2021-01-21 04:48:45,486 - mmaction - INFO - Epoch [60][2040/2147] lr: 1.749e-01, eta: 8 days, 2:11:32, time: 1.440, data_time: 0.006, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5781, loss_cls: 3.1442, loss: 3.1442, grad_norm: 1.6958 2021-01-21 04:49:15,168 - mmaction - INFO - Epoch [60][2060/2147] lr: 1.749e-01, eta: 8 days, 2:10:47, time: 1.481, data_time: 0.002, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5772, loss_cls: 3.0992, loss: 3.0992, grad_norm: 1.7386 2021-01-21 04:49:44,470 - mmaction - INFO - Epoch [60][2080/2147] lr: 1.749e-01, eta: 8 days, 2:10:01, time: 1.462, data_time: 0.005, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5576, loss_cls: 3.2024, loss: 3.2024, grad_norm: 1.7167 2021-01-21 04:50:14,879 - mmaction - INFO - Epoch [60][2100/2147] lr: 1.749e-01, eta: 8 days, 2:09:19, time: 1.526, data_time: 0.010, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5554, loss_cls: 3.2236, loss: 3.2236, grad_norm: 1.6843 2021-01-21 04:50:48,417 - mmaction - INFO - Epoch [60][2120/2147] lr: 1.749e-01, eta: 8 days, 2:08:47, time: 1.672, data_time: 0.003, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5688, loss_cls: 3.0662, loss: 3.0662, grad_norm: 1.6444 2021-01-21 04:51:18,755 - mmaction - INFO - Epoch [60][2140/2147] lr: 1.749e-01, eta: 8 days, 2:08:04, time: 1.522, data_time: 0.008, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5661, loss_cls: 3.1816, loss: 3.1816, grad_norm: 1.7408 2021-01-21 04:51:49,216 - mmaction - INFO - Saving checkpoint at 60 epochs 2021-01-21 05:09:25,512 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-21 05:09:26,300 - mmaction - INFO - top1_acc 0.3469 top5_acc 0.6184 2021-01-21 05:09:26,300 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-21 05:09:26,356 - mmaction - INFO - mean_acc 0.3469 2021-01-21 05:09:26,363 - mmaction - INFO - Epoch(val) [60][2147] top1_acc: 0.3469, top5_acc: 0.6184, mean_class_accuracy: 0.3469 2021-01-21 05:13:57,320 - mmaction - INFO - Epoch [61][20/2147] lr: 1.741e-01, eta: 8 days, 2:19:38, time: 13.543, data_time: 11.856, memory: 16628, top1_acc: 0.3299, top5_acc: 0.5701, loss_cls: 3.0929, loss: 3.0929, grad_norm: 1.6971 2021-01-21 05:14:26,837 - mmaction - INFO - Epoch [61][40/2147] lr: 1.741e-01, eta: 8 days, 2:18:52, time: 1.479, data_time: 0.008, memory: 16628, top1_acc: 0.3299, top5_acc: 0.5920, loss_cls: 3.0846, loss: 3.0846, grad_norm: 1.6638 2021-01-21 05:14:55,708 - mmaction - INFO - Epoch [61][60/2147] lr: 1.741e-01, eta: 8 days, 2:18:05, time: 1.444, data_time: 0.005, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5732, loss_cls: 3.1326, loss: 3.1326, grad_norm: 1.6924 2021-01-21 05:15:26,726 - mmaction - INFO - Epoch [61][80/2147] lr: 1.741e-01, eta: 8 days, 2:17:24, time: 1.550, data_time: 0.012, memory: 16628, top1_acc: 0.3397, top5_acc: 0.5817, loss_cls: 3.0719, loss: 3.0719, grad_norm: 1.6781 2021-01-21 05:15:55,541 - mmaction - INFO - Epoch [61][100/2147] lr: 1.741e-01, eta: 8 days, 2:16:36, time: 1.439, data_time: 0.008, memory: 16628, top1_acc: 0.3299, top5_acc: 0.5853, loss_cls: 3.0602, loss: 3.0602, grad_norm: 1.7073 2021-01-21 05:16:24,662 - mmaction - INFO - Epoch [61][120/2147] lr: 1.741e-01, eta: 8 days, 2:15:50, time: 1.459, data_time: 0.008, memory: 16628, top1_acc: 0.3379, top5_acc: 0.5692, loss_cls: 3.1023, loss: 3.1023, grad_norm: 1.6901 2021-01-21 05:16:53,991 - mmaction - INFO - Epoch [61][140/2147] lr: 1.741e-01, eta: 8 days, 2:15:04, time: 1.467, data_time: 0.002, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5835, loss_cls: 3.0914, loss: 3.0914, grad_norm: 1.7324 2021-01-21 05:17:23,223 - mmaction - INFO - Epoch [61][160/2147] lr: 1.741e-01, eta: 8 days, 2:14:17, time: 1.459, data_time: 0.002, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5920, loss_cls: 3.0520, loss: 3.0520, grad_norm: 1.7050 2021-01-21 05:17:55,288 - mmaction - INFO - Epoch [61][180/2147] lr: 1.741e-01, eta: 8 days, 2:13:40, time: 1.606, data_time: 0.006, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5625, loss_cls: 3.1117, loss: 3.1117, grad_norm: 1.6646 2021-01-21 05:18:25,204 - mmaction - INFO - Epoch [61][200/2147] lr: 1.741e-01, eta: 8 days, 2:12:56, time: 1.494, data_time: 0.003, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5638, loss_cls: 3.1628, loss: 3.1628, grad_norm: 1.7557 2021-01-21 05:18:54,212 - mmaction - INFO - Epoch [61][220/2147] lr: 1.741e-01, eta: 8 days, 2:12:09, time: 1.452, data_time: 0.007, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5719, loss_cls: 3.1120, loss: 3.1120, grad_norm: 1.7060 2021-01-21 05:19:22,942 - mmaction - INFO - Epoch [61][240/2147] lr: 1.741e-01, eta: 8 days, 2:11:21, time: 1.437, data_time: 0.002, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5772, loss_cls: 3.1077, loss: 3.1077, grad_norm: 1.7476 2021-01-21 05:19:55,386 - mmaction - INFO - Epoch [61][260/2147] lr: 1.741e-01, eta: 8 days, 2:10:45, time: 1.621, data_time: 0.001, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5670, loss_cls: 3.1292, loss: 3.1292, grad_norm: 1.6810 2021-01-21 05:20:29,129 - mmaction - INFO - Epoch [61][280/2147] lr: 1.741e-01, eta: 8 days, 2:10:14, time: 1.683, data_time: 0.004, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5804, loss_cls: 3.0628, loss: 3.0628, grad_norm: 1.7204 2021-01-21 05:20:58,325 - mmaction - INFO - Epoch [61][300/2147] lr: 1.741e-01, eta: 8 days, 2:09:27, time: 1.462, data_time: 0.014, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5763, loss_cls: 3.1106, loss: 3.1106, grad_norm: 1.7400 2021-01-21 05:21:28,753 - mmaction - INFO - Epoch [61][320/2147] lr: 1.741e-01, eta: 8 days, 2:08:45, time: 1.522, data_time: 0.005, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5835, loss_cls: 3.0754, loss: 3.0754, grad_norm: 1.7080 2021-01-21 05:22:02,021 - mmaction - INFO - Epoch [61][340/2147] lr: 1.741e-01, eta: 8 days, 2:08:12, time: 1.666, data_time: 0.004, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5562, loss_cls: 3.1390, loss: 3.1390, grad_norm: 1.7007 2021-01-21 05:22:32,748 - mmaction - INFO - Epoch [61][360/2147] lr: 1.741e-01, eta: 8 days, 2:07:30, time: 1.536, data_time: 0.004, memory: 16628, top1_acc: 0.3357, top5_acc: 0.5960, loss_cls: 3.0188, loss: 3.0188, grad_norm: 1.6955 2021-01-21 05:23:01,566 - mmaction - INFO - Epoch [61][380/2147] lr: 1.741e-01, eta: 8 days, 2:06:43, time: 1.441, data_time: 0.003, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5598, loss_cls: 3.1903, loss: 3.1903, grad_norm: 1.7013 2021-01-21 05:23:30,771 - mmaction - INFO - Epoch [61][400/2147] lr: 1.741e-01, eta: 8 days, 2:05:56, time: 1.458, data_time: 0.005, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5629, loss_cls: 3.1373, loss: 3.1373, grad_norm: 1.6981 2021-01-21 05:23:59,405 - mmaction - INFO - Epoch [61][420/2147] lr: 1.741e-01, eta: 8 days, 2:05:08, time: 1.434, data_time: 0.006, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5670, loss_cls: 3.1357, loss: 3.1357, grad_norm: 1.7091 2021-01-21 05:24:29,035 - mmaction - INFO - Epoch [61][440/2147] lr: 1.741e-01, eta: 8 days, 2:04:23, time: 1.479, data_time: 0.005, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5621, loss_cls: 3.1743, loss: 3.1743, grad_norm: 1.7005 2021-01-21 05:24:59,751 - mmaction - INFO - Epoch [61][460/2147] lr: 1.741e-01, eta: 8 days, 2:03:42, time: 1.538, data_time: 0.005, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5772, loss_cls: 3.1084, loss: 3.1084, grad_norm: 1.6849 2021-01-21 05:25:32,096 - mmaction - INFO - Epoch [61][480/2147] lr: 1.741e-01, eta: 8 days, 2:03:05, time: 1.614, data_time: 0.007, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5866, loss_cls: 3.0623, loss: 3.0623, grad_norm: 1.7595 2021-01-21 05:26:05,789 - mmaction - INFO - Epoch [61][500/2147] lr: 1.741e-01, eta: 8 days, 2:02:34, time: 1.685, data_time: 0.005, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5723, loss_cls: 3.1067, loss: 3.1067, grad_norm: 1.7447 2021-01-21 05:26:35,195 - mmaction - INFO - Epoch [61][520/2147] lr: 1.741e-01, eta: 8 days, 2:01:48, time: 1.474, data_time: 0.013, memory: 16628, top1_acc: 0.3250, top5_acc: 0.5875, loss_cls: 3.0899, loss: 3.0899, grad_norm: 1.7340 2021-01-21 05:27:10,389 - mmaction - INFO - Epoch [61][540/2147] lr: 1.741e-01, eta: 8 days, 2:01:21, time: 1.758, data_time: 0.002, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5853, loss_cls: 3.1251, loss: 3.1251, grad_norm: 1.6887 2021-01-21 05:27:39,091 - mmaction - INFO - Epoch [61][560/2147] lr: 1.741e-01, eta: 8 days, 2:00:33, time: 1.437, data_time: 0.004, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5821, loss_cls: 3.0970, loss: 3.0970, grad_norm: 1.6521 2021-01-21 05:28:07,827 - mmaction - INFO - Epoch [61][580/2147] lr: 1.741e-01, eta: 8 days, 1:59:45, time: 1.437, data_time: 0.002, memory: 16628, top1_acc: 0.3321, top5_acc: 0.5848, loss_cls: 3.0669, loss: 3.0669, grad_norm: 1.7099 2021-01-21 05:28:37,377 - mmaction - INFO - Epoch [61][600/2147] lr: 1.741e-01, eta: 8 days, 1:59:00, time: 1.475, data_time: 0.003, memory: 16628, top1_acc: 0.3344, top5_acc: 0.5915, loss_cls: 3.0062, loss: 3.0062, grad_norm: 1.6887 2021-01-21 05:29:06,992 - mmaction - INFO - Epoch [61][620/2147] lr: 1.741e-01, eta: 8 days, 1:58:15, time: 1.474, data_time: 0.007, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5598, loss_cls: 3.1861, loss: 3.1861, grad_norm: 1.6688 2021-01-21 05:29:39,503 - mmaction - INFO - Epoch [61][640/2147] lr: 1.741e-01, eta: 8 days, 1:57:39, time: 1.632, data_time: 0.012, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5924, loss_cls: 3.0730, loss: 3.0730, grad_norm: 1.6760 2021-01-21 05:30:09,980 - mmaction - INFO - Epoch [61][660/2147] lr: 1.741e-01, eta: 8 days, 1:56:57, time: 1.525, data_time: 0.006, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5647, loss_cls: 3.1398, loss: 3.1398, grad_norm: 1.7461 2021-01-21 05:30:39,794 - mmaction - INFO - Epoch [61][680/2147] lr: 1.741e-01, eta: 8 days, 1:56:13, time: 1.484, data_time: 0.009, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5754, loss_cls: 3.2002, loss: 3.2002, grad_norm: 1.7436 2021-01-21 05:31:09,533 - mmaction - INFO - Epoch [61][700/2147] lr: 1.741e-01, eta: 8 days, 1:55:28, time: 1.491, data_time: 0.010, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5679, loss_cls: 3.1602, loss: 3.1602, grad_norm: 1.7616 2021-01-21 05:31:44,877 - mmaction - INFO - Epoch [61][720/2147] lr: 1.741e-01, eta: 8 days, 1:54:58, time: 1.710, data_time: 0.009, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5817, loss_cls: 3.0984, loss: 3.0984, grad_norm: 1.7480 2021-01-21 05:32:20,185 - mmaction - INFO - Epoch [61][740/2147] lr: 1.741e-01, eta: 8 days, 1:54:36, time: 1.825, data_time: 0.069, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5696, loss_cls: 3.1293, loss: 3.1293, grad_norm: 1.7139 2021-01-21 05:32:48,863 - mmaction - INFO - Epoch [61][760/2147] lr: 1.741e-01, eta: 8 days, 1:53:47, time: 1.433, data_time: 0.004, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5741, loss_cls: 3.1095, loss: 3.1095, grad_norm: 1.6960 2021-01-21 05:33:20,380 - mmaction - INFO - Epoch [61][780/2147] lr: 1.741e-01, eta: 8 days, 1:53:09, time: 1.574, data_time: 0.012, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5790, loss_cls: 3.0951, loss: 3.0951, grad_norm: 1.6581 2021-01-21 05:33:51,110 - mmaction - INFO - Epoch [61][800/2147] lr: 1.741e-01, eta: 8 days, 1:52:27, time: 1.538, data_time: 0.005, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5888, loss_cls: 3.0768, loss: 3.0768, grad_norm: 1.7218 2021-01-21 05:34:19,980 - mmaction - INFO - Epoch [61][820/2147] lr: 1.741e-01, eta: 8 days, 1:51:40, time: 1.446, data_time: 0.005, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5754, loss_cls: 3.1112, loss: 3.1112, grad_norm: 1.6869 2021-01-21 05:34:50,108 - mmaction - INFO - Epoch [61][840/2147] lr: 1.741e-01, eta: 8 days, 1:50:57, time: 1.506, data_time: 0.003, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5875, loss_cls: 3.0907, loss: 3.0907, grad_norm: 1.7462 2021-01-21 05:35:19,479 - mmaction - INFO - Epoch [61][860/2147] lr: 1.741e-01, eta: 8 days, 1:50:11, time: 1.468, data_time: 0.003, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5750, loss_cls: 3.1409, loss: 3.1409, grad_norm: 1.7138 2021-01-21 05:35:49,959 - mmaction - INFO - Epoch [61][880/2147] lr: 1.741e-01, eta: 8 days, 1:49:29, time: 1.520, data_time: 0.003, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5946, loss_cls: 3.0447, loss: 3.0447, grad_norm: 1.6920 2021-01-21 05:36:20,528 - mmaction - INFO - Epoch [61][900/2147] lr: 1.741e-01, eta: 8 days, 1:48:47, time: 1.531, data_time: 0.007, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5665, loss_cls: 3.1244, loss: 3.1244, grad_norm: 1.7426 2021-01-21 05:36:50,522 - mmaction - INFO - Epoch [61][920/2147] lr: 1.741e-01, eta: 8 days, 1:48:03, time: 1.500, data_time: 0.010, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5754, loss_cls: 3.0982, loss: 3.0982, grad_norm: 1.7445 2021-01-21 05:37:20,876 - mmaction - INFO - Epoch [61][940/2147] lr: 1.741e-01, eta: 8 days, 1:47:21, time: 1.518, data_time: 0.006, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5625, loss_cls: 3.1656, loss: 3.1656, grad_norm: 1.6719 2021-01-21 05:37:51,277 - mmaction - INFO - Epoch [61][960/2147] lr: 1.741e-01, eta: 8 days, 1:46:38, time: 1.522, data_time: 0.003, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5687, loss_cls: 3.1536, loss: 3.1536, grad_norm: 1.7082 2021-01-21 05:38:22,030 - mmaction - INFO - Epoch [61][980/2147] lr: 1.741e-01, eta: 8 days, 1:45:57, time: 1.532, data_time: 0.002, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5781, loss_cls: 3.0566, loss: 3.0566, grad_norm: 1.6756 2021-01-21 05:38:50,983 - mmaction - INFO - Epoch [61][1000/2147] lr: 1.741e-01, eta: 8 days, 1:45:10, time: 1.451, data_time: 0.013, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5817, loss_cls: 3.0914, loss: 3.0914, grad_norm: 1.7511 2021-01-21 05:39:19,643 - mmaction - INFO - Epoch [61][1020/2147] lr: 1.741e-01, eta: 8 days, 1:44:22, time: 1.434, data_time: 0.004, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5786, loss_cls: 3.1049, loss: 3.1049, grad_norm: 1.6962 2021-01-21 05:39:48,403 - mmaction - INFO - Epoch [61][1040/2147] lr: 1.741e-01, eta: 8 days, 1:43:34, time: 1.439, data_time: 0.003, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5567, loss_cls: 3.1256, loss: 3.1256, grad_norm: 1.6887 2021-01-21 05:40:18,849 - mmaction - INFO - Epoch [61][1060/2147] lr: 1.741e-01, eta: 8 days, 1:42:52, time: 1.522, data_time: 0.002, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5687, loss_cls: 3.1481, loss: 3.1481, grad_norm: 1.7008 2021-01-21 05:40:48,578 - mmaction - INFO - Epoch [61][1080/2147] lr: 1.741e-01, eta: 8 days, 1:42:07, time: 1.480, data_time: 0.003, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5656, loss_cls: 3.1282, loss: 3.1282, grad_norm: 1.7425 2021-01-21 05:41:17,496 - mmaction - INFO - Epoch [61][1100/2147] lr: 1.741e-01, eta: 8 days, 1:41:20, time: 1.451, data_time: 0.011, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5638, loss_cls: 3.1295, loss: 3.1295, grad_norm: 1.7086 2021-01-21 05:41:54,971 - mmaction - INFO - Epoch [61][1120/2147] lr: 1.741e-01, eta: 8 days, 1:41:01, time: 1.875, data_time: 0.003, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5772, loss_cls: 3.0582, loss: 3.0582, grad_norm: 1.7011 2021-01-21 05:42:23,728 - mmaction - INFO - Epoch [61][1140/2147] lr: 1.741e-01, eta: 8 days, 1:40:13, time: 1.438, data_time: 0.002, memory: 16628, top1_acc: 0.3295, top5_acc: 0.5911, loss_cls: 3.0746, loss: 3.0746, grad_norm: 1.6737 2021-01-21 05:42:59,707 - mmaction - INFO - Epoch [61][1160/2147] lr: 1.741e-01, eta: 8 days, 1:39:49, time: 1.796, data_time: 0.005, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5728, loss_cls: 3.0819, loss: 3.0819, grad_norm: 1.6880 2021-01-21 05:43:29,563 - mmaction - INFO - Epoch [61][1180/2147] lr: 1.741e-01, eta: 8 days, 1:39:04, time: 1.488, data_time: 0.005, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5687, loss_cls: 3.1693, loss: 3.1693, grad_norm: 1.6810 2021-01-21 05:43:58,484 - mmaction - INFO - Epoch [61][1200/2147] lr: 1.741e-01, eta: 8 days, 1:38:18, time: 1.451, data_time: 0.009, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5871, loss_cls: 3.1014, loss: 3.1014, grad_norm: 1.7084 2021-01-21 05:44:28,621 - mmaction - INFO - Epoch [61][1220/2147] lr: 1.741e-01, eta: 8 days, 1:37:35, time: 1.508, data_time: 0.003, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5826, loss_cls: 3.1121, loss: 3.1121, grad_norm: 1.7503 2021-01-21 05:44:58,000 - mmaction - INFO - Epoch [61][1240/2147] lr: 1.741e-01, eta: 8 days, 1:36:49, time: 1.469, data_time: 0.007, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5674, loss_cls: 3.1651, loss: 3.1651, grad_norm: 1.6890 2021-01-21 05:45:27,133 - mmaction - INFO - Epoch [61][1260/2147] lr: 1.741e-01, eta: 8 days, 1:36:02, time: 1.455, data_time: 0.002, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5821, loss_cls: 3.1001, loss: 3.1001, grad_norm: 1.6809 2021-01-21 05:45:59,178 - mmaction - INFO - Epoch [61][1280/2147] lr: 1.741e-01, eta: 8 days, 1:35:25, time: 1.604, data_time: 0.004, memory: 16628, top1_acc: 0.3317, top5_acc: 0.5857, loss_cls: 3.0333, loss: 3.0333, grad_norm: 1.7167 2021-01-21 05:46:30,136 - mmaction - INFO - Epoch [61][1300/2147] lr: 1.741e-01, eta: 8 days, 1:34:45, time: 1.548, data_time: 0.003, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5652, loss_cls: 3.1210, loss: 3.1210, grad_norm: 1.7292 2021-01-21 05:47:06,141 - mmaction - INFO - Epoch [61][1320/2147] lr: 1.741e-01, eta: 8 days, 1:34:21, time: 1.799, data_time: 0.020, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5580, loss_cls: 3.2011, loss: 3.2011, grad_norm: 1.7630 2021-01-21 05:47:38,170 - mmaction - INFO - Epoch [61][1340/2147] lr: 1.741e-01, eta: 8 days, 1:33:44, time: 1.602, data_time: 0.011, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5897, loss_cls: 3.0478, loss: 3.0478, grad_norm: 1.7076 2021-01-21 05:48:07,304 - mmaction - INFO - Epoch [61][1360/2147] lr: 1.741e-01, eta: 8 days, 1:32:57, time: 1.454, data_time: 0.003, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5875, loss_cls: 3.1504, loss: 3.1504, grad_norm: 1.7335 2021-01-21 05:48:37,631 - mmaction - INFO - Epoch [61][1380/2147] lr: 1.741e-01, eta: 8 days, 1:32:15, time: 1.518, data_time: 0.004, memory: 16628, top1_acc: 0.3062, top5_acc: 0.5746, loss_cls: 3.1239, loss: 3.1239, grad_norm: 1.6962 2021-01-21 05:49:08,222 - mmaction - INFO - Epoch [61][1400/2147] lr: 1.741e-01, eta: 8 days, 1:31:33, time: 1.530, data_time: 0.008, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5647, loss_cls: 3.1536, loss: 3.1536, grad_norm: 1.6761 2021-01-21 05:49:42,070 - mmaction - INFO - Epoch [61][1420/2147] lr: 1.741e-01, eta: 8 days, 1:31:01, time: 1.688, data_time: 0.002, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5687, loss_cls: 3.1321, loss: 3.1321, grad_norm: 1.7156 2021-01-21 05:50:11,207 - mmaction - INFO - Epoch [61][1440/2147] lr: 1.741e-01, eta: 8 days, 1:30:15, time: 1.460, data_time: 0.008, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5665, loss_cls: 3.1406, loss: 3.1406, grad_norm: 1.6874 2021-01-21 05:50:45,168 - mmaction - INFO - Epoch [61][1460/2147] lr: 1.741e-01, eta: 8 days, 1:29:44, time: 1.691, data_time: 0.003, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5728, loss_cls: 3.1688, loss: 3.1688, grad_norm: 1.7112 2021-01-21 05:51:14,029 - mmaction - INFO - Epoch [61][1480/2147] lr: 1.741e-01, eta: 8 days, 1:28:57, time: 1.452, data_time: 0.011, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5871, loss_cls: 3.0800, loss: 3.0800, grad_norm: 1.7024 2021-01-21 05:51:43,368 - mmaction - INFO - Epoch [61][1500/2147] lr: 1.741e-01, eta: 8 days, 1:28:12, time: 1.466, data_time: 0.003, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5647, loss_cls: 3.1759, loss: 3.1759, grad_norm: 1.7056 2021-01-21 05:52:12,338 - mmaction - INFO - Epoch [61][1520/2147] lr: 1.741e-01, eta: 8 days, 1:27:25, time: 1.448, data_time: 0.007, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5848, loss_cls: 3.1056, loss: 3.1056, grad_norm: 1.6911 2021-01-21 05:52:40,973 - mmaction - INFO - Epoch [61][1540/2147] lr: 1.741e-01, eta: 8 days, 1:26:37, time: 1.433, data_time: 0.004, memory: 16628, top1_acc: 0.3281, top5_acc: 0.5772, loss_cls: 3.1028, loss: 3.1028, grad_norm: 1.7448 2021-01-21 05:53:09,969 - mmaction - INFO - Epoch [61][1560/2147] lr: 1.741e-01, eta: 8 days, 1:25:50, time: 1.450, data_time: 0.003, memory: 16628, top1_acc: 0.3402, top5_acc: 0.6121, loss_cls: 2.9970, loss: 2.9970, grad_norm: 1.7537 2021-01-21 05:53:40,186 - mmaction - INFO - Epoch [61][1580/2147] lr: 1.741e-01, eta: 8 days, 1:25:07, time: 1.511, data_time: 0.002, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5808, loss_cls: 3.1251, loss: 3.1251, grad_norm: 1.7508 2021-01-21 05:54:09,129 - mmaction - INFO - Epoch [61][1600/2147] lr: 1.741e-01, eta: 8 days, 1:24:20, time: 1.447, data_time: 0.002, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5616, loss_cls: 3.1370, loss: 3.1370, grad_norm: 1.7136 2021-01-21 05:54:37,834 - mmaction - INFO - Epoch [61][1620/2147] lr: 1.741e-01, eta: 8 days, 1:23:32, time: 1.434, data_time: 0.002, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5866, loss_cls: 3.0788, loss: 3.0788, grad_norm: 1.7235 2021-01-21 05:55:09,667 - mmaction - INFO - Epoch [61][1640/2147] lr: 1.741e-01, eta: 8 days, 1:22:54, time: 1.587, data_time: 0.006, memory: 16628, top1_acc: 0.3393, top5_acc: 0.5799, loss_cls: 3.0527, loss: 3.0527, grad_norm: 1.7280 2021-01-21 05:55:39,823 - mmaction - INFO - Epoch [61][1660/2147] lr: 1.741e-01, eta: 8 days, 1:22:12, time: 1.514, data_time: 0.008, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5888, loss_cls: 3.0849, loss: 3.0849, grad_norm: 1.7490 2021-01-21 05:56:11,156 - mmaction - INFO - Epoch [61][1680/2147] lr: 1.741e-01, eta: 8 days, 1:21:32, time: 1.566, data_time: 0.002, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5576, loss_cls: 3.1434, loss: 3.1434, grad_norm: 1.6736 2021-01-21 05:56:42,069 - mmaction - INFO - Epoch [61][1700/2147] lr: 1.741e-01, eta: 8 days, 1:20:52, time: 1.546, data_time: 0.003, memory: 16628, top1_acc: 0.2946, top5_acc: 0.5661, loss_cls: 3.1662, loss: 3.1662, grad_norm: 1.7443 2021-01-21 05:57:17,405 - mmaction - INFO - Epoch [61][1720/2147] lr: 1.741e-01, eta: 8 days, 1:20:25, time: 1.762, data_time: 0.033, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5786, loss_cls: 3.1445, loss: 3.1445, grad_norm: 1.7349 2021-01-21 05:57:48,404 - mmaction - INFO - Epoch [61][1740/2147] lr: 1.741e-01, eta: 8 days, 1:19:45, time: 1.551, data_time: 0.007, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5629, loss_cls: 3.1901, loss: 3.1901, grad_norm: 1.7403 2021-01-21 05:58:20,213 - mmaction - INFO - Epoch [61][1760/2147] lr: 1.741e-01, eta: 8 days, 1:19:07, time: 1.589, data_time: 0.006, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5719, loss_cls: 3.1162, loss: 3.1162, grad_norm: 1.6823 2021-01-21 05:58:52,306 - mmaction - INFO - Epoch [61][1780/2147] lr: 1.741e-01, eta: 8 days, 1:18:30, time: 1.597, data_time: 0.007, memory: 16628, top1_acc: 0.3375, top5_acc: 0.5687, loss_cls: 3.1237, loss: 3.1237, grad_norm: 1.7182 2021-01-21 05:59:21,570 - mmaction - INFO - Epoch [61][1800/2147] lr: 1.741e-01, eta: 8 days, 1:17:45, time: 1.476, data_time: 0.016, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5571, loss_cls: 3.1628, loss: 3.1628, grad_norm: 1.6809 2021-01-21 05:59:51,709 - mmaction - INFO - Epoch [61][1820/2147] lr: 1.741e-01, eta: 8 days, 1:17:01, time: 1.505, data_time: 0.002, memory: 16628, top1_acc: 0.3496, top5_acc: 0.6000, loss_cls: 3.0260, loss: 3.0260, grad_norm: 1.7233 2021-01-21 06:00:20,577 - mmaction - INFO - Epoch [61][1840/2147] lr: 1.741e-01, eta: 8 days, 1:16:14, time: 1.445, data_time: 0.004, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5790, loss_cls: 3.0828, loss: 3.0828, grad_norm: 1.7434 2021-01-21 06:00:53,422 - mmaction - INFO - Epoch [61][1860/2147] lr: 1.741e-01, eta: 8 days, 1:15:40, time: 1.642, data_time: 0.002, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5754, loss_cls: 3.1252, loss: 3.1252, grad_norm: 1.7143 2021-01-21 06:01:24,012 - mmaction - INFO - Epoch [61][1880/2147] lr: 1.741e-01, eta: 8 days, 1:14:58, time: 1.528, data_time: 0.004, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5960, loss_cls: 3.0527, loss: 3.0527, grad_norm: 1.7227 2021-01-21 06:02:09,800 - mmaction - INFO - Epoch [61][1900/2147] lr: 1.741e-01, eta: 8 days, 1:15:05, time: 2.284, data_time: 0.003, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5638, loss_cls: 3.1488, loss: 3.1488, grad_norm: 1.7536 2021-01-21 06:02:40,115 - mmaction - INFO - Epoch [61][1920/2147] lr: 1.741e-01, eta: 8 days, 1:14:22, time: 1.516, data_time: 0.020, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5826, loss_cls: 3.0843, loss: 3.0843, grad_norm: 1.7694 2021-01-21 06:03:09,780 - mmaction - INFO - Epoch [61][1940/2147] lr: 1.741e-01, eta: 8 days, 1:13:38, time: 1.487, data_time: 0.009, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5634, loss_cls: 3.2117, loss: 3.2117, grad_norm: 1.7174 2021-01-21 06:03:43,221 - mmaction - INFO - Epoch [61][1960/2147] lr: 1.741e-01, eta: 8 days, 1:13:05, time: 1.669, data_time: 0.012, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5826, loss_cls: 3.0488, loss: 3.0488, grad_norm: 1.6848 2021-01-21 06:04:14,307 - mmaction - INFO - Epoch [61][1980/2147] lr: 1.741e-01, eta: 8 days, 1:12:26, time: 1.558, data_time: 0.007, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5607, loss_cls: 3.1377, loss: 3.1377, grad_norm: 1.7399 2021-01-21 06:04:45,091 - mmaction - INFO - Epoch [61][2000/2147] lr: 1.741e-01, eta: 8 days, 1:11:45, time: 1.540, data_time: 0.007, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5777, loss_cls: 3.1286, loss: 3.1286, grad_norm: 1.7017 2021-01-21 06:05:15,657 - mmaction - INFO - Epoch [61][2020/2147] lr: 1.741e-01, eta: 8 days, 1:11:03, time: 1.529, data_time: 0.004, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5830, loss_cls: 3.1272, loss: 3.1272, grad_norm: 1.6621 2021-01-21 06:05:44,198 - mmaction - INFO - Epoch [61][2040/2147] lr: 1.741e-01, eta: 8 days, 1:10:15, time: 1.426, data_time: 0.003, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5701, loss_cls: 3.1045, loss: 3.1045, grad_norm: 1.7263 2021-01-21 06:06:13,158 - mmaction - INFO - Epoch [61][2060/2147] lr: 1.741e-01, eta: 8 days, 1:09:28, time: 1.449, data_time: 0.003, memory: 16628, top1_acc: 0.3375, top5_acc: 0.6000, loss_cls: 2.9896, loss: 2.9896, grad_norm: 1.7218 2021-01-21 06:06:45,115 - mmaction - INFO - Epoch [61][2080/2147] lr: 1.741e-01, eta: 8 days, 1:08:51, time: 1.597, data_time: 0.046, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5737, loss_cls: 3.1559, loss: 3.1559, grad_norm: 1.7826 2021-01-21 06:07:13,722 - mmaction - INFO - Epoch [61][2100/2147] lr: 1.741e-01, eta: 8 days, 1:08:03, time: 1.430, data_time: 0.003, memory: 16628, top1_acc: 0.3281, top5_acc: 0.5616, loss_cls: 3.1443, loss: 3.1443, grad_norm: 1.6983 2021-01-21 06:07:44,577 - mmaction - INFO - Epoch [61][2120/2147] lr: 1.741e-01, eta: 8 days, 1:07:22, time: 1.542, data_time: 0.004, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5862, loss_cls: 3.0963, loss: 3.0963, grad_norm: 1.7088 2021-01-21 06:08:13,530 - mmaction - INFO - Epoch [61][2140/2147] lr: 1.741e-01, eta: 8 days, 1:06:35, time: 1.447, data_time: 0.005, memory: 16628, top1_acc: 0.3442, top5_acc: 0.5897, loss_cls: 3.0817, loss: 3.0817, grad_norm: 1.7079 2021-01-21 06:13:15,554 - mmaction - INFO - Epoch [62][20/2147] lr: 1.733e-01, eta: 8 days, 1:18:15, time: 13.896, data_time: 12.137, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5701, loss_cls: 3.1196, loss: 3.1196, grad_norm: 1.7379 2021-01-21 06:13:44,163 - mmaction - INFO - Epoch [62][40/2147] lr: 1.733e-01, eta: 8 days, 1:17:27, time: 1.432, data_time: 0.006, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5670, loss_cls: 3.1044, loss: 3.1044, grad_norm: 1.7223 2021-01-21 06:14:13,064 - mmaction - INFO - Epoch [62][60/2147] lr: 1.733e-01, eta: 8 days, 1:16:40, time: 1.444, data_time: 0.004, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5746, loss_cls: 3.1188, loss: 3.1188, grad_norm: 1.7372 2021-01-21 06:14:42,086 - mmaction - INFO - Epoch [62][80/2147] lr: 1.733e-01, eta: 8 days, 1:15:53, time: 1.451, data_time: 0.004, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5777, loss_cls: 3.1194, loss: 3.1194, grad_norm: 1.7484 2021-01-21 06:15:12,950 - mmaction - INFO - Epoch [62][100/2147] lr: 1.733e-01, eta: 8 days, 1:15:13, time: 1.543, data_time: 0.004, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5821, loss_cls: 3.0432, loss: 3.0432, grad_norm: 1.6690 2021-01-21 06:15:43,753 - mmaction - INFO - Epoch [62][120/2147] lr: 1.733e-01, eta: 8 days, 1:14:32, time: 1.540, data_time: 0.004, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5777, loss_cls: 3.0861, loss: 3.0861, grad_norm: 1.6977 2021-01-21 06:16:13,135 - mmaction - INFO - Epoch [62][140/2147] lr: 1.733e-01, eta: 8 days, 1:13:46, time: 1.469, data_time: 0.006, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5839, loss_cls: 3.1151, loss: 3.1151, grad_norm: 1.6939 2021-01-21 06:16:44,890 - mmaction - INFO - Epoch [62][160/2147] lr: 1.733e-01, eta: 8 days, 1:13:08, time: 1.584, data_time: 0.005, memory: 16628, top1_acc: 0.3330, top5_acc: 0.5955, loss_cls: 3.0383, loss: 3.0383, grad_norm: 1.7118 2021-01-21 06:17:15,656 - mmaction - INFO - Epoch [62][180/2147] lr: 1.733e-01, eta: 8 days, 1:12:27, time: 1.540, data_time: 0.011, memory: 16628, top1_acc: 0.3388, top5_acc: 0.5924, loss_cls: 3.0919, loss: 3.0919, grad_norm: 1.7329 2021-01-21 06:17:46,049 - mmaction - INFO - Epoch [62][200/2147] lr: 1.733e-01, eta: 8 days, 1:11:45, time: 1.523, data_time: 0.009, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5933, loss_cls: 3.0283, loss: 3.0283, grad_norm: 1.7241 2021-01-21 06:18:16,747 - mmaction - INFO - Epoch [62][220/2147] lr: 1.733e-01, eta: 8 days, 1:11:03, time: 1.533, data_time: 0.005, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5960, loss_cls: 3.0486, loss: 3.0486, grad_norm: 1.7191 2021-01-21 06:18:45,984 - mmaction - INFO - Epoch [62][240/2147] lr: 1.733e-01, eta: 8 days, 1:10:17, time: 1.460, data_time: 0.005, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5795, loss_cls: 3.1174, loss: 3.1174, grad_norm: 1.7221 2021-01-21 06:19:15,035 - mmaction - INFO - Epoch [62][260/2147] lr: 1.733e-01, eta: 8 days, 1:09:31, time: 1.455, data_time: 0.007, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5821, loss_cls: 3.0476, loss: 3.0476, grad_norm: 1.7691 2021-01-21 06:19:44,215 - mmaction - INFO - Epoch [62][280/2147] lr: 1.733e-01, eta: 8 days, 1:08:45, time: 1.461, data_time: 0.005, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5848, loss_cls: 3.0456, loss: 3.0456, grad_norm: 1.7792 2021-01-21 06:20:13,013 - mmaction - INFO - Epoch [62][300/2147] lr: 1.733e-01, eta: 8 days, 1:07:57, time: 1.440, data_time: 0.003, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5710, loss_cls: 3.1198, loss: 3.1198, grad_norm: 1.7046 2021-01-21 06:20:43,359 - mmaction - INFO - Epoch [62][320/2147] lr: 1.733e-01, eta: 8 days, 1:07:15, time: 1.517, data_time: 0.009, memory: 16628, top1_acc: 0.3545, top5_acc: 0.6009, loss_cls: 2.9701, loss: 2.9701, grad_norm: 1.6756 2021-01-21 06:21:14,956 - mmaction - INFO - Epoch [62][340/2147] lr: 1.733e-01, eta: 8 days, 1:06:36, time: 1.571, data_time: 0.002, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5812, loss_cls: 3.0688, loss: 3.0688, grad_norm: 1.7742 2021-01-21 06:21:57,464 - mmaction - INFO - Epoch [62][360/2147] lr: 1.733e-01, eta: 8 days, 1:06:32, time: 2.131, data_time: 0.012, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5862, loss_cls: 3.0615, loss: 3.0615, grad_norm: 1.7444 2021-01-21 06:22:26,910 - mmaction - INFO - Epoch [62][380/2147] lr: 1.733e-01, eta: 8 days, 1:05:47, time: 1.474, data_time: 0.010, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5768, loss_cls: 3.0639, loss: 3.0639, grad_norm: 1.7197 2021-01-21 06:22:59,557 - mmaction - INFO - Epoch [62][400/2147] lr: 1.733e-01, eta: 8 days, 1:05:12, time: 1.630, data_time: 0.004, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5696, loss_cls: 3.1584, loss: 3.1584, grad_norm: 1.7549 2021-01-21 06:23:31,271 - mmaction - INFO - Epoch [62][420/2147] lr: 1.733e-01, eta: 8 days, 1:04:34, time: 1.587, data_time: 0.010, memory: 16628, top1_acc: 0.3308, top5_acc: 0.5906, loss_cls: 3.0493, loss: 3.0493, grad_norm: 1.6784 2021-01-21 06:24:01,375 - mmaction - INFO - Epoch [62][440/2147] lr: 1.733e-01, eta: 8 days, 1:03:51, time: 1.507, data_time: 0.005, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5701, loss_cls: 3.1278, loss: 3.1278, grad_norm: 1.7023 2021-01-21 06:24:32,466 - mmaction - INFO - Epoch [62][460/2147] lr: 1.733e-01, eta: 8 days, 1:03:10, time: 1.544, data_time: 0.005, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5723, loss_cls: 3.1151, loss: 3.1151, grad_norm: 1.7425 2021-01-21 06:25:01,715 - mmaction - INFO - Epoch [62][480/2147] lr: 1.733e-01, eta: 8 days, 1:02:24, time: 1.466, data_time: 0.016, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5772, loss_cls: 3.0467, loss: 3.0467, grad_norm: 1.7097 2021-01-21 06:25:31,913 - mmaction - INFO - Epoch [62][500/2147] lr: 1.733e-01, eta: 8 days, 1:01:42, time: 1.518, data_time: 0.013, memory: 16628, top1_acc: 0.3317, top5_acc: 0.5839, loss_cls: 3.0867, loss: 3.0867, grad_norm: 1.7727 2021-01-21 06:26:02,647 - mmaction - INFO - Epoch [62][520/2147] lr: 1.733e-01, eta: 8 days, 1:01:01, time: 1.537, data_time: 0.005, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5692, loss_cls: 3.1463, loss: 3.1463, grad_norm: 1.7276 2021-01-21 06:26:33,608 - mmaction - INFO - Epoch [62][540/2147] lr: 1.733e-01, eta: 8 days, 1:00:17, time: 1.491, data_time: 0.003, memory: 16628, top1_acc: 0.3013, top5_acc: 0.5674, loss_cls: 3.1994, loss: 3.1994, grad_norm: 1.7030 2021-01-21 06:27:03,865 - mmaction - INFO - Epoch [62][560/2147] lr: 1.733e-01, eta: 8 days, 0:59:37, time: 1.569, data_time: 0.065, memory: 16628, top1_acc: 0.3393, top5_acc: 0.5924, loss_cls: 3.0155, loss: 3.0155, grad_norm: 1.7249 2021-01-21 06:27:37,295 - mmaction - INFO - Epoch [62][580/2147] lr: 1.733e-01, eta: 8 days, 0:59:05, time: 1.669, data_time: 0.008, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5737, loss_cls: 3.1592, loss: 3.1592, grad_norm: 1.7435 2021-01-21 06:28:08,193 - mmaction - INFO - Epoch [62][600/2147] lr: 1.733e-01, eta: 8 days, 0:58:24, time: 1.548, data_time: 0.005, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5879, loss_cls: 3.0711, loss: 3.0711, grad_norm: 1.7165 2021-01-21 06:28:38,724 - mmaction - INFO - Epoch [62][620/2147] lr: 1.733e-01, eta: 8 days, 0:57:42, time: 1.525, data_time: 0.003, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5862, loss_cls: 3.0592, loss: 3.0592, grad_norm: 1.7842 2021-01-21 06:29:07,530 - mmaction - INFO - Epoch [62][640/2147] lr: 1.733e-01, eta: 8 days, 0:56:55, time: 1.443, data_time: 0.011, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5844, loss_cls: 3.1370, loss: 3.1370, grad_norm: 1.7273 2021-01-21 06:29:36,314 - mmaction - INFO - Epoch [62][660/2147] lr: 1.733e-01, eta: 8 days, 0:56:08, time: 1.439, data_time: 0.002, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5728, loss_cls: 3.0937, loss: 3.0937, grad_norm: 1.7055 2021-01-21 06:30:05,079 - mmaction - INFO - Epoch [62][680/2147] lr: 1.733e-01, eta: 8 days, 0:55:20, time: 1.439, data_time: 0.002, memory: 16628, top1_acc: 0.3281, top5_acc: 0.5844, loss_cls: 3.0852, loss: 3.0852, grad_norm: 1.7062 2021-01-21 06:30:34,121 - mmaction - INFO - Epoch [62][700/2147] lr: 1.733e-01, eta: 8 days, 0:54:34, time: 1.447, data_time: 0.005, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5737, loss_cls: 3.1152, loss: 3.1152, grad_norm: 1.7251 2021-01-21 06:31:03,714 - mmaction - INFO - Epoch [62][720/2147] lr: 1.733e-01, eta: 8 days, 0:53:49, time: 1.480, data_time: 0.010, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5987, loss_cls: 3.0418, loss: 3.0418, grad_norm: 1.6842 2021-01-21 06:31:33,032 - mmaction - INFO - Epoch [62][740/2147] lr: 1.733e-01, eta: 8 days, 0:53:03, time: 1.471, data_time: 0.008, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5710, loss_cls: 3.0578, loss: 3.0578, grad_norm: 1.7214 2021-01-21 06:32:06,527 - mmaction - INFO - Epoch [62][760/2147] lr: 1.733e-01, eta: 8 days, 0:52:31, time: 1.674, data_time: 0.027, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5835, loss_cls: 3.0915, loss: 3.0915, grad_norm: 1.7026 2021-01-21 06:32:37,566 - mmaction - INFO - Epoch [62][780/2147] lr: 1.733e-01, eta: 8 days, 0:51:51, time: 1.552, data_time: 0.004, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5911, loss_cls: 3.0663, loss: 3.0663, grad_norm: 1.7167 2021-01-21 06:33:08,251 - mmaction - INFO - Epoch [62][800/2147] lr: 1.733e-01, eta: 8 days, 0:51:09, time: 1.533, data_time: 0.005, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5594, loss_cls: 3.1928, loss: 3.1928, grad_norm: 1.7138 2021-01-21 06:33:40,332 - mmaction - INFO - Epoch [62][820/2147] lr: 1.733e-01, eta: 8 days, 0:50:33, time: 1.605, data_time: 0.005, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5607, loss_cls: 3.1631, loss: 3.1631, grad_norm: 1.6977 2021-01-21 06:34:12,657 - mmaction - INFO - Epoch [62][840/2147] lr: 1.733e-01, eta: 8 days, 0:49:56, time: 1.612, data_time: 0.006, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5857, loss_cls: 3.0556, loss: 3.0556, grad_norm: 1.7078 2021-01-21 06:34:44,008 - mmaction - INFO - Epoch [62][860/2147] lr: 1.733e-01, eta: 8 days, 0:49:14, time: 1.515, data_time: 0.008, memory: 16628, top1_acc: 0.3317, top5_acc: 0.5951, loss_cls: 3.0371, loss: 3.0371, grad_norm: 1.7189 2021-01-21 06:35:15,806 - mmaction - INFO - Epoch [62][880/2147] lr: 1.733e-01, eta: 8 days, 0:48:39, time: 1.642, data_time: 0.062, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5853, loss_cls: 3.0923, loss: 3.0923, grad_norm: 1.7247 2021-01-21 06:35:44,669 - mmaction - INFO - Epoch [62][900/2147] lr: 1.733e-01, eta: 8 days, 0:47:53, time: 1.450, data_time: 0.010, memory: 16628, top1_acc: 0.3335, top5_acc: 0.6013, loss_cls: 3.0212, loss: 3.0212, grad_norm: 1.6799 2021-01-21 06:36:13,550 - mmaction - INFO - Epoch [62][920/2147] lr: 1.733e-01, eta: 8 days, 0:47:05, time: 1.442, data_time: 0.001, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5839, loss_cls: 3.1222, loss: 3.1222, grad_norm: 1.7496 2021-01-21 06:36:42,404 - mmaction - INFO - Epoch [62][940/2147] lr: 1.733e-01, eta: 8 days, 0:46:19, time: 1.445, data_time: 0.006, memory: 16628, top1_acc: 0.3308, top5_acc: 0.5857, loss_cls: 3.1092, loss: 3.1092, grad_norm: 1.7298 2021-01-21 06:37:12,296 - mmaction - INFO - Epoch [62][960/2147] lr: 1.733e-01, eta: 8 days, 0:45:35, time: 1.494, data_time: 0.004, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5665, loss_cls: 3.1543, loss: 3.1543, grad_norm: 1.7004 2021-01-21 06:37:44,636 - mmaction - INFO - Epoch [62][980/2147] lr: 1.733e-01, eta: 8 days, 0:44:58, time: 1.609, data_time: 0.005, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5830, loss_cls: 3.0419, loss: 3.0419, grad_norm: 1.6946 2021-01-21 06:38:13,383 - mmaction - INFO - Epoch [62][1000/2147] lr: 1.733e-01, eta: 8 days, 0:44:11, time: 1.442, data_time: 0.017, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5638, loss_cls: 3.1419, loss: 3.1419, grad_norm: 1.7601 2021-01-21 06:38:45,521 - mmaction - INFO - Epoch [62][1020/2147] lr: 1.733e-01, eta: 8 days, 0:43:35, time: 1.610, data_time: 0.009, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5674, loss_cls: 3.1707, loss: 3.1707, grad_norm: 1.7342 2021-01-21 06:39:16,735 - mmaction - INFO - Epoch [62][1040/2147] lr: 1.733e-01, eta: 8 days, 0:42:55, time: 1.556, data_time: 0.003, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5603, loss_cls: 3.1018, loss: 3.1018, grad_norm: 1.6736 2021-01-21 06:39:48,190 - mmaction - INFO - Epoch [62][1060/2147] lr: 1.733e-01, eta: 8 days, 0:42:16, time: 1.573, data_time: 0.005, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5679, loss_cls: 3.1354, loss: 3.1354, grad_norm: 1.7161 2021-01-21 06:40:16,909 - mmaction - INFO - Epoch [62][1080/2147] lr: 1.733e-01, eta: 8 days, 0:41:29, time: 1.438, data_time: 0.006, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5763, loss_cls: 3.1116, loss: 3.1116, grad_norm: 1.6851 2021-01-21 06:40:47,390 - mmaction - INFO - Epoch [62][1100/2147] lr: 1.733e-01, eta: 8 days, 0:40:47, time: 1.523, data_time: 0.005, memory: 16628, top1_acc: 0.3281, top5_acc: 0.5866, loss_cls: 3.0751, loss: 3.0751, grad_norm: 1.7041 2021-01-21 06:41:22,790 - mmaction - INFO - Epoch [62][1120/2147] lr: 1.733e-01, eta: 8 days, 0:40:20, time: 1.772, data_time: 0.008, memory: 16628, top1_acc: 0.3411, top5_acc: 0.5835, loss_cls: 3.0611, loss: 3.0611, grad_norm: 1.7137 2021-01-21 06:41:57,584 - mmaction - INFO - Epoch [62][1140/2147] lr: 1.733e-01, eta: 8 days, 0:39:52, time: 1.741, data_time: 0.005, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5772, loss_cls: 3.0697, loss: 3.0697, grad_norm: 1.7024 2021-01-21 06:42:26,452 - mmaction - INFO - Epoch [62][1160/2147] lr: 1.733e-01, eta: 8 days, 0:39:05, time: 1.441, data_time: 0.002, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5754, loss_cls: 3.0597, loss: 3.0597, grad_norm: 1.7425 2021-01-21 06:42:58,394 - mmaction - INFO - Epoch [62][1180/2147] lr: 1.733e-01, eta: 8 days, 0:38:28, time: 1.598, data_time: 0.008, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5719, loss_cls: 3.1229, loss: 3.1229, grad_norm: 1.6999 2021-01-21 06:43:29,122 - mmaction - INFO - Epoch [62][1200/2147] lr: 1.733e-01, eta: 8 days, 0:37:47, time: 1.535, data_time: 0.008, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5799, loss_cls: 3.1344, loss: 3.1344, grad_norm: 1.6507 2021-01-21 06:43:59,493 - mmaction - INFO - Epoch [62][1220/2147] lr: 1.733e-01, eta: 8 days, 0:37:05, time: 1.519, data_time: 0.005, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5665, loss_cls: 3.1379, loss: 3.1379, grad_norm: 1.7070 2021-01-21 06:44:31,756 - mmaction - INFO - Epoch [62][1240/2147] lr: 1.733e-01, eta: 8 days, 0:36:28, time: 1.615, data_time: 0.007, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5879, loss_cls: 3.0908, loss: 3.0908, grad_norm: 1.7165 2021-01-21 06:45:09,282 - mmaction - INFO - Epoch [62][1260/2147] lr: 1.733e-01, eta: 8 days, 0:36:08, time: 1.872, data_time: 0.003, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5777, loss_cls: 3.1401, loss: 3.1401, grad_norm: 1.7504 2021-01-21 06:45:38,796 - mmaction - INFO - Epoch [62][1280/2147] lr: 1.733e-01, eta: 8 days, 0:35:24, time: 1.480, data_time: 0.010, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5687, loss_cls: 3.1050, loss: 3.1050, grad_norm: 1.7159 2021-01-21 06:46:10,231 - mmaction - INFO - Epoch [62][1300/2147] lr: 1.733e-01, eta: 8 days, 0:34:45, time: 1.566, data_time: 0.003, memory: 16628, top1_acc: 0.3397, top5_acc: 0.5857, loss_cls: 3.0686, loss: 3.0686, grad_norm: 1.7363 2021-01-21 06:46:39,403 - mmaction - INFO - Epoch [62][1320/2147] lr: 1.733e-01, eta: 8 days, 0:33:58, time: 1.446, data_time: 0.012, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5638, loss_cls: 3.1516, loss: 3.1516, grad_norm: 1.7009 2021-01-21 06:47:22,103 - mmaction - INFO - Epoch [62][1340/2147] lr: 1.733e-01, eta: 8 days, 0:33:55, time: 2.139, data_time: 0.028, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5786, loss_cls: 3.1383, loss: 3.1383, grad_norm: 1.7407 2021-01-21 06:47:54,462 - mmaction - INFO - Epoch [62][1360/2147] lr: 1.733e-01, eta: 8 days, 0:33:19, time: 1.624, data_time: 0.017, memory: 16628, top1_acc: 0.3299, top5_acc: 0.5705, loss_cls: 3.0924, loss: 3.0924, grad_norm: 1.6869 2021-01-21 06:48:24,642 - mmaction - INFO - Epoch [62][1380/2147] lr: 1.733e-01, eta: 8 days, 0:32:37, time: 1.516, data_time: 0.010, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5576, loss_cls: 3.1680, loss: 3.1680, grad_norm: 1.7484 2021-01-21 06:48:53,345 - mmaction - INFO - Epoch [62][1400/2147] lr: 1.733e-01, eta: 8 days, 0:31:49, time: 1.435, data_time: 0.002, memory: 16628, top1_acc: 0.3281, top5_acc: 0.5844, loss_cls: 3.1244, loss: 3.1244, grad_norm: 1.6566 2021-01-21 06:49:21,879 - mmaction - INFO - Epoch [62][1420/2147] lr: 1.733e-01, eta: 8 days, 0:31:01, time: 1.426, data_time: 0.002, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5790, loss_cls: 3.1090, loss: 3.1090, grad_norm: 1.7348 2021-01-21 06:49:51,329 - mmaction - INFO - Epoch [62][1440/2147] lr: 1.733e-01, eta: 8 days, 0:30:16, time: 1.471, data_time: 0.003, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5540, loss_cls: 3.1775, loss: 3.1775, grad_norm: 1.6768 2021-01-21 06:50:24,416 - mmaction - INFO - Epoch [62][1460/2147] lr: 1.733e-01, eta: 8 days, 0:29:42, time: 1.645, data_time: 0.005, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5750, loss_cls: 3.1023, loss: 3.1023, grad_norm: 1.7044 2021-01-21 06:50:53,461 - mmaction - INFO - Epoch [62][1480/2147] lr: 1.733e-01, eta: 8 days, 0:28:56, time: 1.463, data_time: 0.013, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5603, loss_cls: 3.1677, loss: 3.1677, grad_norm: 1.7133 2021-01-21 06:51:23,245 - mmaction - INFO - Epoch [62][1500/2147] lr: 1.733e-01, eta: 8 days, 0:28:12, time: 1.487, data_time: 0.010, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5848, loss_cls: 3.0151, loss: 3.0151, grad_norm: 1.7325 2021-01-21 06:51:56,205 - mmaction - INFO - Epoch [62][1520/2147] lr: 1.733e-01, eta: 8 days, 0:27:37, time: 1.638, data_time: 0.008, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5696, loss_cls: 3.1559, loss: 3.1559, grad_norm: 1.7354 2021-01-21 06:52:28,965 - mmaction - INFO - Epoch [62][1540/2147] lr: 1.733e-01, eta: 8 days, 0:27:03, time: 1.647, data_time: 0.014, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5670, loss_cls: 3.1058, loss: 3.1058, grad_norm: 1.6677 2021-01-21 06:52:59,540 - mmaction - INFO - Epoch [62][1560/2147] lr: 1.733e-01, eta: 8 days, 0:26:22, time: 1.532, data_time: 0.008, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5920, loss_cls: 3.0833, loss: 3.0833, grad_norm: 1.6944 2021-01-21 06:53:31,158 - mmaction - INFO - Epoch [62][1580/2147] lr: 1.733e-01, eta: 8 days, 0:25:43, time: 1.574, data_time: 0.002, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5603, loss_cls: 3.1585, loss: 3.1585, grad_norm: 1.7006 2021-01-21 06:54:01,388 - mmaction - INFO - Epoch [62][1600/2147] lr: 1.733e-01, eta: 8 days, 0:25:01, time: 1.511, data_time: 0.010, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5911, loss_cls: 3.0704, loss: 3.0704, grad_norm: 1.7114 2021-01-21 06:54:33,021 - mmaction - INFO - Epoch [62][1620/2147] lr: 1.733e-01, eta: 8 days, 0:24:23, time: 1.586, data_time: 0.008, memory: 16628, top1_acc: 0.3411, top5_acc: 0.5964, loss_cls: 3.0281, loss: 3.0281, grad_norm: 1.6817 2021-01-21 06:55:03,728 - mmaction - INFO - Epoch [62][1640/2147] lr: 1.733e-01, eta: 8 days, 0:23:42, time: 1.538, data_time: 0.005, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5728, loss_cls: 3.1041, loss: 3.1041, grad_norm: 1.7374 2021-01-21 06:55:35,766 - mmaction - INFO - Epoch [62][1660/2147] lr: 1.733e-01, eta: 8 days, 0:23:05, time: 1.600, data_time: 0.002, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5687, loss_cls: 3.1161, loss: 3.1161, grad_norm: 1.6758 2021-01-21 06:56:04,439 - mmaction - INFO - Epoch [62][1680/2147] lr: 1.733e-01, eta: 8 days, 0:22:17, time: 1.436, data_time: 0.008, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5884, loss_cls: 3.0687, loss: 3.0687, grad_norm: 1.7113 2021-01-21 06:56:34,509 - mmaction - INFO - Epoch [62][1700/2147] lr: 1.733e-01, eta: 8 days, 0:21:34, time: 1.497, data_time: 0.001, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5813, loss_cls: 3.1214, loss: 3.1214, grad_norm: 1.7096 2021-01-21 06:57:10,099 - mmaction - INFO - Epoch [62][1720/2147] lr: 1.733e-01, eta: 8 days, 0:21:08, time: 1.777, data_time: 0.011, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5701, loss_cls: 3.1787, loss: 3.1787, grad_norm: 1.7096 2021-01-21 06:57:43,156 - mmaction - INFO - Epoch [62][1740/2147] lr: 1.733e-01, eta: 8 days, 0:20:34, time: 1.656, data_time: 0.012, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5696, loss_cls: 3.1557, loss: 3.1557, grad_norm: 1.7287 2021-01-21 06:58:12,753 - mmaction - INFO - Epoch [62][1760/2147] lr: 1.733e-01, eta: 8 days, 0:19:50, time: 1.483, data_time: 0.013, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5621, loss_cls: 3.1177, loss: 3.1177, grad_norm: 1.6931 2021-01-21 06:58:45,892 - mmaction - INFO - Epoch [62][1780/2147] lr: 1.733e-01, eta: 8 days, 0:19:16, time: 1.646, data_time: 0.010, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5754, loss_cls: 3.1048, loss: 3.1048, grad_norm: 1.7526 2021-01-21 06:59:15,100 - mmaction - INFO - Epoch [62][1800/2147] lr: 1.733e-01, eta: 8 days, 0:18:31, time: 1.467, data_time: 0.015, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5826, loss_cls: 3.1032, loss: 3.1032, grad_norm: 1.7482 2021-01-21 06:59:49,718 - mmaction - INFO - Epoch [62][1820/2147] lr: 1.733e-01, eta: 8 days, 0:18:01, time: 1.727, data_time: 0.012, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5781, loss_cls: 3.1141, loss: 3.1141, grad_norm: 1.6912 2021-01-21 07:00:21,240 - mmaction - INFO - Epoch [62][1840/2147] lr: 1.733e-01, eta: 8 days, 0:17:23, time: 1.581, data_time: 0.020, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5817, loss_cls: 3.1424, loss: 3.1424, grad_norm: 1.7472 2021-01-21 07:00:51,706 - mmaction - INFO - Epoch [62][1860/2147] lr: 1.733e-01, eta: 8 days, 0:16:41, time: 1.522, data_time: 0.014, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5629, loss_cls: 3.1919, loss: 3.1919, grad_norm: 1.7204 2021-01-21 07:01:21,851 - mmaction - INFO - Epoch [62][1880/2147] lr: 1.733e-01, eta: 8 days, 0:15:59, time: 1.512, data_time: 0.013, memory: 16628, top1_acc: 0.3384, top5_acc: 0.5893, loss_cls: 3.0399, loss: 3.0399, grad_norm: 1.7194 2021-01-21 07:02:02,730 - mmaction - INFO - Epoch [62][1900/2147] lr: 1.733e-01, eta: 8 days, 0:15:49, time: 2.040, data_time: 0.005, memory: 16628, top1_acc: 0.3281, top5_acc: 0.5786, loss_cls: 3.1184, loss: 3.1184, grad_norm: 1.7218 2021-01-21 07:02:33,001 - mmaction - INFO - Epoch [62][1920/2147] lr: 1.733e-01, eta: 8 days, 0:15:07, time: 1.519, data_time: 0.008, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5871, loss_cls: 3.1205, loss: 3.1205, grad_norm: 1.7244 2021-01-21 07:03:02,300 - mmaction - INFO - Epoch [62][1940/2147] lr: 1.733e-01, eta: 8 days, 0:14:22, time: 1.463, data_time: 0.007, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5763, loss_cls: 3.1245, loss: 3.1245, grad_norm: 1.6906 2021-01-21 07:03:35,193 - mmaction - INFO - Epoch [62][1960/2147] lr: 1.733e-01, eta: 8 days, 0:13:47, time: 1.643, data_time: 0.004, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5737, loss_cls: 3.0799, loss: 3.0799, grad_norm: 1.7142 2021-01-21 07:04:03,948 - mmaction - INFO - Epoch [62][1980/2147] lr: 1.733e-01, eta: 8 days, 0:13:00, time: 1.441, data_time: 0.007, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5656, loss_cls: 3.1543, loss: 3.1543, grad_norm: 1.7349 2021-01-21 07:04:36,217 - mmaction - INFO - Epoch [62][2000/2147] lr: 1.733e-01, eta: 8 days, 0:12:24, time: 1.609, data_time: 0.005, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5795, loss_cls: 3.1736, loss: 3.1736, grad_norm: 1.7521 2021-01-21 07:05:08,617 - mmaction - INFO - Epoch [62][2020/2147] lr: 1.733e-01, eta: 8 days, 0:11:48, time: 1.620, data_time: 0.012, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5893, loss_cls: 3.0899, loss: 3.0899, grad_norm: 1.7230 2021-01-21 07:05:38,573 - mmaction - INFO - Epoch [62][2040/2147] lr: 1.733e-01, eta: 8 days, 0:11:05, time: 1.496, data_time: 0.007, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5754, loss_cls: 3.1162, loss: 3.1162, grad_norm: 1.7127 2021-01-21 07:06:09,144 - mmaction - INFO - Epoch [62][2060/2147] lr: 1.733e-01, eta: 8 days, 0:10:24, time: 1.534, data_time: 0.010, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5902, loss_cls: 3.1077, loss: 3.1077, grad_norm: 1.6986 2021-01-21 07:06:39,236 - mmaction - INFO - Epoch [62][2080/2147] lr: 1.733e-01, eta: 8 days, 0:09:41, time: 1.506, data_time: 0.003, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5741, loss_cls: 3.1059, loss: 3.1059, grad_norm: 1.7208 2021-01-21 07:07:14,759 - mmaction - INFO - Epoch [62][2100/2147] lr: 1.733e-01, eta: 8 days, 0:09:15, time: 1.776, data_time: 0.003, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5558, loss_cls: 3.1938, loss: 3.1938, grad_norm: 1.7040 2021-01-21 07:07:45,559 - mmaction - INFO - Epoch [62][2120/2147] lr: 1.733e-01, eta: 8 days, 0:08:34, time: 1.538, data_time: 0.001, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5813, loss_cls: 3.1392, loss: 3.1392, grad_norm: 1.6895 2021-01-21 07:08:17,993 - mmaction - INFO - Epoch [62][2140/2147] lr: 1.733e-01, eta: 8 days, 0:07:58, time: 1.624, data_time: 0.006, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5594, loss_cls: 3.2027, loss: 3.2027, grad_norm: 1.7244 2021-01-21 07:13:32,162 - mmaction - INFO - Epoch [63][20/2147] lr: 1.724e-01, eta: 8 days, 0:20:00, time: 14.488, data_time: 12.700, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5772, loss_cls: 3.1025, loss: 3.1025, grad_norm: 1.6848 2021-01-21 07:14:01,962 - mmaction - INFO - Epoch [63][40/2147] lr: 1.724e-01, eta: 8 days, 0:19:16, time: 1.491, data_time: 0.007, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5732, loss_cls: 3.1584, loss: 3.1584, grad_norm: 1.6968 2021-01-21 07:14:31,415 - mmaction - INFO - Epoch [63][60/2147] lr: 1.724e-01, eta: 8 days, 0:18:30, time: 1.472, data_time: 0.003, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5821, loss_cls: 3.0491, loss: 3.0491, grad_norm: 1.6721 2021-01-21 07:15:02,089 - mmaction - INFO - Epoch [63][80/2147] lr: 1.724e-01, eta: 8 days, 0:17:49, time: 1.532, data_time: 0.010, memory: 16628, top1_acc: 0.3375, top5_acc: 0.5942, loss_cls: 3.0007, loss: 3.0007, grad_norm: 1.7071 2021-01-21 07:15:31,811 - mmaction - INFO - Epoch [63][100/2147] lr: 1.724e-01, eta: 8 days, 0:17:05, time: 1.486, data_time: 0.007, memory: 16628, top1_acc: 0.3379, top5_acc: 0.5924, loss_cls: 3.0261, loss: 3.0261, grad_norm: 1.7295 2021-01-21 07:16:00,943 - mmaction - INFO - Epoch [63][120/2147] lr: 1.724e-01, eta: 8 days, 0:16:19, time: 1.456, data_time: 0.009, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5978, loss_cls: 3.0605, loss: 3.0605, grad_norm: 1.7412 2021-01-21 07:16:31,705 - mmaction - INFO - Epoch [63][140/2147] lr: 1.724e-01, eta: 8 days, 0:15:38, time: 1.541, data_time: 0.010, memory: 16628, top1_acc: 0.3250, top5_acc: 0.5768, loss_cls: 3.0795, loss: 3.0795, grad_norm: 1.7213 2021-01-21 07:17:05,110 - mmaction - INFO - Epoch [63][160/2147] lr: 1.724e-01, eta: 8 days, 0:15:05, time: 1.668, data_time: 0.066, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5893, loss_cls: 3.0757, loss: 3.0757, grad_norm: 1.7494 2021-01-21 07:17:33,779 - mmaction - INFO - Epoch [63][180/2147] lr: 1.724e-01, eta: 8 days, 0:14:17, time: 1.434, data_time: 0.009, memory: 16628, top1_acc: 0.3085, top5_acc: 0.5674, loss_cls: 3.1683, loss: 3.1683, grad_norm: 1.7275 2021-01-21 07:18:02,593 - mmaction - INFO - Epoch [63][200/2147] lr: 1.724e-01, eta: 8 days, 0:13:30, time: 1.441, data_time: 0.009, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5679, loss_cls: 3.1183, loss: 3.1183, grad_norm: 1.6923 2021-01-21 07:18:33,768 - mmaction - INFO - Epoch [63][220/2147] lr: 1.724e-01, eta: 8 days, 0:12:50, time: 1.556, data_time: 0.008, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5879, loss_cls: 3.0621, loss: 3.0621, grad_norm: 1.6423 2021-01-21 07:19:04,236 - mmaction - INFO - Epoch [63][240/2147] lr: 1.724e-01, eta: 8 days, 0:12:09, time: 1.526, data_time: 0.009, memory: 16628, top1_acc: 0.3366, top5_acc: 0.5920, loss_cls: 3.0292, loss: 3.0292, grad_norm: 1.7324 2021-01-21 07:19:34,410 - mmaction - INFO - Epoch [63][260/2147] lr: 1.724e-01, eta: 8 days, 0:11:26, time: 1.508, data_time: 0.004, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5982, loss_cls: 3.0354, loss: 3.0354, grad_norm: 1.7240 2021-01-21 07:20:06,025 - mmaction - INFO - Epoch [63][280/2147] lr: 1.724e-01, eta: 8 days, 0:10:48, time: 1.582, data_time: 0.009, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5790, loss_cls: 3.0897, loss: 3.0897, grad_norm: 1.7391 2021-01-21 07:20:38,322 - mmaction - INFO - Epoch [63][300/2147] lr: 1.724e-01, eta: 8 days, 0:10:11, time: 1.611, data_time: 0.004, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5835, loss_cls: 3.0946, loss: 3.0946, grad_norm: 1.7540 2021-01-21 07:21:09,703 - mmaction - INFO - Epoch [63][320/2147] lr: 1.724e-01, eta: 8 days, 0:09:32, time: 1.572, data_time: 0.007, memory: 16628, top1_acc: 0.3384, top5_acc: 0.5830, loss_cls: 3.0518, loss: 3.0518, grad_norm: 1.7055 2021-01-21 07:21:41,012 - mmaction - INFO - Epoch [63][340/2147] lr: 1.724e-01, eta: 8 days, 0:08:49, time: 1.499, data_time: 0.007, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5982, loss_cls: 3.0525, loss: 3.0525, grad_norm: 1.7288 2021-01-21 07:22:13,423 - mmaction - INFO - Epoch [63][360/2147] lr: 1.724e-01, eta: 8 days, 0:08:17, time: 1.688, data_time: 0.073, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5638, loss_cls: 3.1601, loss: 3.1601, grad_norm: 1.7403 2021-01-21 07:22:42,114 - mmaction - INFO - Epoch [63][380/2147] lr: 1.724e-01, eta: 8 days, 0:07:30, time: 1.436, data_time: 0.006, memory: 16628, top1_acc: 0.3330, top5_acc: 0.5991, loss_cls: 3.0277, loss: 3.0277, grad_norm: 1.6873 2021-01-21 07:23:11,138 - mmaction - INFO - Epoch [63][400/2147] lr: 1.724e-01, eta: 8 days, 0:06:43, time: 1.449, data_time: 0.003, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5777, loss_cls: 3.1026, loss: 3.1026, grad_norm: 1.7269 2021-01-21 07:23:41,810 - mmaction - INFO - Epoch [63][420/2147] lr: 1.724e-01, eta: 8 days, 0:06:02, time: 1.534, data_time: 0.004, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5839, loss_cls: 3.0593, loss: 3.0593, grad_norm: 1.6874 2021-01-21 07:24:12,022 - mmaction - INFO - Epoch [63][440/2147] lr: 1.724e-01, eta: 8 days, 0:05:20, time: 1.512, data_time: 0.007, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5750, loss_cls: 3.1181, loss: 3.1181, grad_norm: 1.7608 2021-01-21 07:24:44,082 - mmaction - INFO - Epoch [63][460/2147] lr: 1.724e-01, eta: 8 days, 0:04:43, time: 1.602, data_time: 0.002, memory: 16628, top1_acc: 0.3299, top5_acc: 0.5888, loss_cls: 3.0658, loss: 3.0658, grad_norm: 1.7231 2021-01-21 07:25:14,592 - mmaction - INFO - Epoch [63][480/2147] lr: 1.724e-01, eta: 8 days, 0:04:01, time: 1.526, data_time: 0.008, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5737, loss_cls: 3.1118, loss: 3.1118, grad_norm: 1.7420 2021-01-21 07:25:43,430 - mmaction - INFO - Epoch [63][500/2147] lr: 1.724e-01, eta: 8 days, 0:03:14, time: 1.441, data_time: 0.007, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5812, loss_cls: 3.0901, loss: 3.0901, grad_norm: 1.7826 2021-01-21 07:26:12,298 - mmaction - INFO - Epoch [63][520/2147] lr: 1.724e-01, eta: 8 days, 0:02:27, time: 1.446, data_time: 0.009, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5781, loss_cls: 3.1261, loss: 3.1261, grad_norm: 1.7703 2021-01-21 07:26:41,414 - mmaction - INFO - Epoch [63][540/2147] lr: 1.724e-01, eta: 8 days, 0:01:41, time: 1.454, data_time: 0.029, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5696, loss_cls: 3.1152, loss: 3.1152, grad_norm: 1.7072 2021-01-21 07:27:11,192 - mmaction - INFO - Epoch [63][560/2147] lr: 1.724e-01, eta: 8 days, 0:00:57, time: 1.488, data_time: 0.004, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5866, loss_cls: 3.0622, loss: 3.0622, grad_norm: 1.7468 2021-01-21 07:27:41,259 - mmaction - INFO - Epoch [63][580/2147] lr: 1.724e-01, eta: 8 days, 0:00:14, time: 1.504, data_time: 0.008, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5804, loss_cls: 3.1184, loss: 3.1184, grad_norm: 1.7455 2021-01-21 07:28:09,790 - mmaction - INFO - Epoch [63][600/2147] lr: 1.724e-01, eta: 7 days, 23:59:26, time: 1.427, data_time: 0.008, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5719, loss_cls: 3.1104, loss: 3.1104, grad_norm: 1.7230 2021-01-21 07:28:39,844 - mmaction - INFO - Epoch [63][620/2147] lr: 1.724e-01, eta: 7 days, 23:58:43, time: 1.502, data_time: 0.009, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5799, loss_cls: 3.1069, loss: 3.1069, grad_norm: 1.6790 2021-01-21 07:29:08,594 - mmaction - INFO - Epoch [63][640/2147] lr: 1.724e-01, eta: 7 days, 23:57:56, time: 1.436, data_time: 0.003, memory: 16628, top1_acc: 0.3379, top5_acc: 0.5946, loss_cls: 3.0336, loss: 3.0336, grad_norm: 1.6928 2021-01-21 07:29:37,439 - mmaction - INFO - Epoch [63][660/2147] lr: 1.724e-01, eta: 7 days, 23:57:09, time: 1.444, data_time: 0.011, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5812, loss_cls: 3.1106, loss: 3.1106, grad_norm: 1.7561 2021-01-21 07:30:07,895 - mmaction - INFO - Epoch [63][680/2147] lr: 1.724e-01, eta: 7 days, 23:56:27, time: 1.523, data_time: 0.003, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5607, loss_cls: 3.1843, loss: 3.1843, grad_norm: 1.6750 2021-01-21 07:30:36,528 - mmaction - INFO - Epoch [63][700/2147] lr: 1.724e-01, eta: 7 days, 23:55:39, time: 1.429, data_time: 0.002, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5835, loss_cls: 3.0971, loss: 3.0971, grad_norm: 1.7194 2021-01-21 07:31:08,142 - mmaction - INFO - Epoch [63][720/2147] lr: 1.724e-01, eta: 7 days, 23:55:01, time: 1.578, data_time: 0.005, memory: 16628, top1_acc: 0.3335, top5_acc: 0.6013, loss_cls: 3.0204, loss: 3.0204, grad_norm: 1.7296 2021-01-21 07:31:41,200 - mmaction - INFO - Epoch [63][740/2147] lr: 1.724e-01, eta: 7 days, 23:54:25, time: 1.619, data_time: 0.008, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5826, loss_cls: 3.0660, loss: 3.0660, grad_norm: 1.7524 2021-01-21 07:32:11,000 - mmaction - INFO - Epoch [63][760/2147] lr: 1.724e-01, eta: 7 days, 23:53:44, time: 1.529, data_time: 0.044, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5687, loss_cls: 3.1477, loss: 3.1477, grad_norm: 1.6900 2021-01-21 07:32:40,526 - mmaction - INFO - Epoch [63][780/2147] lr: 1.724e-01, eta: 7 days, 23:52:59, time: 1.470, data_time: 0.006, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5830, loss_cls: 3.1144, loss: 3.1144, grad_norm: 1.7073 2021-01-21 07:33:09,391 - mmaction - INFO - Epoch [63][800/2147] lr: 1.724e-01, eta: 7 days, 23:52:12, time: 1.449, data_time: 0.008, memory: 16628, top1_acc: 0.3384, top5_acc: 0.5804, loss_cls: 3.0947, loss: 3.0947, grad_norm: 1.7131 2021-01-21 07:33:39,150 - mmaction - INFO - Epoch [63][820/2147] lr: 1.724e-01, eta: 7 days, 23:51:28, time: 1.487, data_time: 0.003, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5844, loss_cls: 3.0708, loss: 3.0708, grad_norm: 1.7555 2021-01-21 07:34:09,075 - mmaction - INFO - Epoch [63][840/2147] lr: 1.724e-01, eta: 7 days, 23:50:44, time: 1.495, data_time: 0.004, memory: 16628, top1_acc: 0.3402, top5_acc: 0.5679, loss_cls: 3.1114, loss: 3.1114, grad_norm: 1.7330 2021-01-21 07:34:37,969 - mmaction - INFO - Epoch [63][860/2147] lr: 1.724e-01, eta: 7 days, 23:49:58, time: 1.447, data_time: 0.007, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5687, loss_cls: 3.1455, loss: 3.1455, grad_norm: 1.7078 2021-01-21 07:35:06,594 - mmaction - INFO - Epoch [63][880/2147] lr: 1.724e-01, eta: 7 days, 23:49:10, time: 1.431, data_time: 0.003, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5804, loss_cls: 3.0483, loss: 3.0483, grad_norm: 1.6821 2021-01-21 07:35:38,098 - mmaction - INFO - Epoch [63][900/2147] lr: 1.724e-01, eta: 7 days, 23:48:31, time: 1.569, data_time: 0.005, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5723, loss_cls: 3.1234, loss: 3.1234, grad_norm: 1.7493 2021-01-21 07:36:09,122 - mmaction - INFO - Epoch [63][920/2147] lr: 1.724e-01, eta: 7 days, 23:47:52, time: 1.556, data_time: 0.012, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5893, loss_cls: 3.0922, loss: 3.0922, grad_norm: 1.7100 2021-01-21 07:36:39,210 - mmaction - INFO - Epoch [63][940/2147] lr: 1.724e-01, eta: 7 days, 23:47:08, time: 1.493, data_time: 0.027, memory: 16628, top1_acc: 0.3384, top5_acc: 0.5728, loss_cls: 3.1058, loss: 3.1058, grad_norm: 1.7495 2021-01-21 07:37:12,390 - mmaction - INFO - Epoch [63][960/2147] lr: 1.724e-01, eta: 7 days, 23:46:35, time: 1.671, data_time: 0.016, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5598, loss_cls: 3.1724, loss: 3.1724, grad_norm: 1.7349 2021-01-21 07:37:40,967 - mmaction - INFO - Epoch [63][980/2147] lr: 1.724e-01, eta: 7 days, 23:45:48, time: 1.428, data_time: 0.004, memory: 16628, top1_acc: 0.3308, top5_acc: 0.5969, loss_cls: 3.0400, loss: 3.0400, grad_norm: 1.7217 2021-01-21 07:38:12,913 - mmaction - INFO - Epoch [63][1000/2147] lr: 1.724e-01, eta: 7 days, 23:45:11, time: 1.598, data_time: 0.007, memory: 16628, top1_acc: 0.3509, top5_acc: 0.5920, loss_cls: 3.0219, loss: 3.0219, grad_norm: 1.6877 2021-01-21 07:38:41,669 - mmaction - INFO - Epoch [63][1020/2147] lr: 1.724e-01, eta: 7 days, 23:44:23, time: 1.437, data_time: 0.003, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5888, loss_cls: 3.0835, loss: 3.0835, grad_norm: 1.7126 2021-01-21 07:39:10,331 - mmaction - INFO - Epoch [63][1040/2147] lr: 1.724e-01, eta: 7 days, 23:43:36, time: 1.434, data_time: 0.003, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5531, loss_cls: 3.1789, loss: 3.1789, grad_norm: 1.7424 2021-01-21 07:39:39,559 - mmaction - INFO - Epoch [63][1060/2147] lr: 1.724e-01, eta: 7 days, 23:42:50, time: 1.461, data_time: 0.003, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5656, loss_cls: 3.1599, loss: 3.1599, grad_norm: 1.7256 2021-01-21 07:40:10,108 - mmaction - INFO - Epoch [63][1080/2147] lr: 1.724e-01, eta: 7 days, 23:42:09, time: 1.529, data_time: 0.009, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5571, loss_cls: 3.2254, loss: 3.2254, grad_norm: 1.6666 2021-01-21 07:40:41,439 - mmaction - INFO - Epoch [63][1100/2147] lr: 1.724e-01, eta: 7 days, 23:41:30, time: 1.563, data_time: 0.001, memory: 16628, top1_acc: 0.3321, top5_acc: 0.5799, loss_cls: 3.0857, loss: 3.0857, grad_norm: 1.6714 2021-01-21 07:41:10,628 - mmaction - INFO - Epoch [63][1120/2147] lr: 1.724e-01, eta: 7 days, 23:40:44, time: 1.461, data_time: 0.009, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5705, loss_cls: 3.1449, loss: 3.1449, grad_norm: 1.7146 2021-01-21 07:41:44,731 - mmaction - INFO - Epoch [63][1140/2147] lr: 1.724e-01, eta: 7 days, 23:40:14, time: 1.707, data_time: 0.003, memory: 16628, top1_acc: 0.3308, top5_acc: 0.5848, loss_cls: 3.0571, loss: 3.0571, grad_norm: 1.7244 2021-01-21 07:42:14,966 - mmaction - INFO - Epoch [63][1160/2147] lr: 1.724e-01, eta: 7 days, 23:39:31, time: 1.509, data_time: 0.006, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5848, loss_cls: 3.1172, loss: 3.1172, grad_norm: 1.7050 2021-01-21 07:42:45,747 - mmaction - INFO - Epoch [63][1180/2147] lr: 1.724e-01, eta: 7 days, 23:38:50, time: 1.540, data_time: 0.007, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5821, loss_cls: 3.0764, loss: 3.0764, grad_norm: 1.7267 2021-01-21 07:43:16,721 - mmaction - INFO - Epoch [63][1200/2147] lr: 1.724e-01, eta: 7 days, 23:38:10, time: 1.547, data_time: 0.004, memory: 16628, top1_acc: 0.3357, top5_acc: 0.5960, loss_cls: 3.0386, loss: 3.0386, grad_norm: 1.7086 2021-01-21 07:43:52,226 - mmaction - INFO - Epoch [63][1220/2147] lr: 1.724e-01, eta: 7 days, 23:37:44, time: 1.775, data_time: 0.005, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5692, loss_cls: 3.1426, loss: 3.1426, grad_norm: 1.7545 2021-01-21 07:44:23,919 - mmaction - INFO - Epoch [63][1240/2147] lr: 1.724e-01, eta: 7 days, 23:37:06, time: 1.586, data_time: 0.006, memory: 16628, top1_acc: 0.3040, top5_acc: 0.5616, loss_cls: 3.2025, loss: 3.2025, grad_norm: 1.7270 2021-01-21 07:44:53,804 - mmaction - INFO - Epoch [63][1260/2147] lr: 1.724e-01, eta: 7 days, 23:36:22, time: 1.492, data_time: 0.005, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5790, loss_cls: 3.1119, loss: 3.1119, grad_norm: 1.6770 2021-01-21 07:45:24,590 - mmaction - INFO - Epoch [63][1280/2147] lr: 1.724e-01, eta: 7 days, 23:35:42, time: 1.543, data_time: 0.006, memory: 16628, top1_acc: 0.3018, top5_acc: 0.5522, loss_cls: 3.2278, loss: 3.2278, grad_norm: 1.7037 2021-01-21 07:45:53,381 - mmaction - INFO - Epoch [63][1300/2147] lr: 1.724e-01, eta: 7 days, 23:34:55, time: 1.436, data_time: 0.002, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5911, loss_cls: 3.0500, loss: 3.0500, grad_norm: 1.6804 2021-01-21 07:46:22,055 - mmaction - INFO - Epoch [63][1320/2147] lr: 1.724e-01, eta: 7 days, 23:34:08, time: 1.436, data_time: 0.006, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5710, loss_cls: 3.2090, loss: 3.2090, grad_norm: 1.7343 2021-01-21 07:46:58,148 - mmaction - INFO - Epoch [63][1340/2147] lr: 1.724e-01, eta: 7 days, 23:33:43, time: 1.802, data_time: 0.007, memory: 16628, top1_acc: 0.3437, top5_acc: 0.5893, loss_cls: 3.0650, loss: 3.0650, grad_norm: 1.6411 2021-01-21 07:47:26,641 - mmaction - INFO - Epoch [63][1360/2147] lr: 1.724e-01, eta: 7 days, 23:32:55, time: 1.426, data_time: 0.008, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5871, loss_cls: 3.0181, loss: 3.0181, grad_norm: 1.7135 2021-01-21 07:47:58,755 - mmaction - INFO - Epoch [63][1380/2147] lr: 1.724e-01, eta: 7 days, 23:32:19, time: 1.607, data_time: 0.004, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5768, loss_cls: 3.1153, loss: 3.1153, grad_norm: 1.7495 2021-01-21 07:48:27,797 - mmaction - INFO - Epoch [63][1400/2147] lr: 1.724e-01, eta: 7 days, 23:31:32, time: 1.446, data_time: 0.004, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5710, loss_cls: 3.1608, loss: 3.1608, grad_norm: 1.7135 2021-01-21 07:48:58,849 - mmaction - INFO - Epoch [63][1420/2147] lr: 1.724e-01, eta: 7 days, 23:30:53, time: 1.557, data_time: 0.009, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5835, loss_cls: 3.0604, loss: 3.0604, grad_norm: 1.7268 2021-01-21 07:49:28,371 - mmaction - INFO - Epoch [63][1440/2147] lr: 1.724e-01, eta: 7 days, 23:30:08, time: 1.477, data_time: 0.004, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5781, loss_cls: 3.1177, loss: 3.1177, grad_norm: 1.7475 2021-01-21 07:49:57,903 - mmaction - INFO - Epoch [63][1460/2147] lr: 1.724e-01, eta: 7 days, 23:29:24, time: 1.478, data_time: 0.004, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5790, loss_cls: 3.0892, loss: 3.0892, grad_norm: 1.7141 2021-01-21 07:50:28,610 - mmaction - INFO - Epoch [63][1480/2147] lr: 1.724e-01, eta: 7 days, 23:28:42, time: 1.532, data_time: 0.005, memory: 16628, top1_acc: 0.3250, top5_acc: 0.5759, loss_cls: 3.1274, loss: 3.1274, grad_norm: 1.6792 2021-01-21 07:51:01,853 - mmaction - INFO - Epoch [63][1500/2147] lr: 1.724e-01, eta: 7 days, 23:28:09, time: 1.658, data_time: 0.008, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5714, loss_cls: 3.1451, loss: 3.1451, grad_norm: 1.6968 2021-01-21 07:51:33,612 - mmaction - INFO - Epoch [63][1520/2147] lr: 1.724e-01, eta: 7 days, 23:27:30, time: 1.568, data_time: 0.011, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5643, loss_cls: 3.1535, loss: 3.1535, grad_norm: 1.6921 2021-01-21 07:52:06,965 - mmaction - INFO - Epoch [63][1540/2147] lr: 1.724e-01, eta: 7 days, 23:26:59, time: 1.694, data_time: 0.031, memory: 16628, top1_acc: 0.3379, top5_acc: 0.5826, loss_cls: 3.0755, loss: 3.0755, grad_norm: 1.7233 2021-01-21 07:52:37,903 - mmaction - INFO - Epoch [63][1560/2147] lr: 1.724e-01, eta: 7 days, 23:26:18, time: 1.542, data_time: 0.010, memory: 16628, top1_acc: 0.3344, top5_acc: 0.5853, loss_cls: 3.0738, loss: 3.0738, grad_norm: 1.7416 2021-01-21 07:53:06,514 - mmaction - INFO - Epoch [63][1580/2147] lr: 1.724e-01, eta: 7 days, 23:25:31, time: 1.434, data_time: 0.008, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5812, loss_cls: 3.0931, loss: 3.0931, grad_norm: 1.7183 2021-01-21 07:53:34,950 - mmaction - INFO - Epoch [63][1600/2147] lr: 1.724e-01, eta: 7 days, 23:24:43, time: 1.423, data_time: 0.004, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5652, loss_cls: 3.1375, loss: 3.1375, grad_norm: 1.7096 2021-01-21 07:54:06,101 - mmaction - INFO - Epoch [63][1620/2147] lr: 1.724e-01, eta: 7 days, 23:24:04, time: 1.557, data_time: 0.006, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5746, loss_cls: 3.1152, loss: 3.1152, grad_norm: 1.7233 2021-01-21 07:54:36,175 - mmaction - INFO - Epoch [63][1640/2147] lr: 1.724e-01, eta: 7 days, 23:23:21, time: 1.504, data_time: 0.007, memory: 16628, top1_acc: 0.3438, top5_acc: 0.6000, loss_cls: 3.0358, loss: 3.0358, grad_norm: 1.6936 2021-01-21 07:55:05,219 - mmaction - INFO - Epoch [63][1660/2147] lr: 1.724e-01, eta: 7 days, 23:22:35, time: 1.453, data_time: 0.004, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5804, loss_cls: 3.0683, loss: 3.0683, grad_norm: 1.7558 2021-01-21 07:55:35,922 - mmaction - INFO - Epoch [63][1680/2147] lr: 1.724e-01, eta: 7 days, 23:21:53, time: 1.525, data_time: 0.003, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5920, loss_cls: 3.0869, loss: 3.0869, grad_norm: 1.7117 2021-01-21 07:56:06,638 - mmaction - INFO - Epoch [63][1700/2147] lr: 1.724e-01, eta: 7 days, 23:21:13, time: 1.546, data_time: 0.014, memory: 16628, top1_acc: 0.3004, top5_acc: 0.5661, loss_cls: 3.1827, loss: 3.1827, grad_norm: 1.7175 2021-01-21 07:56:38,210 - mmaction - INFO - Epoch [63][1720/2147] lr: 1.724e-01, eta: 7 days, 23:20:35, time: 1.580, data_time: 0.004, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5835, loss_cls: 3.1000, loss: 3.1000, grad_norm: 1.7496 2021-01-21 07:57:08,361 - mmaction - INFO - Epoch [63][1740/2147] lr: 1.724e-01, eta: 7 days, 23:19:52, time: 1.508, data_time: 0.003, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5746, loss_cls: 3.0879, loss: 3.0879, grad_norm: 1.7246 2021-01-21 07:57:39,532 - mmaction - INFO - Epoch [63][1760/2147] lr: 1.724e-01, eta: 7 days, 23:19:13, time: 1.554, data_time: 0.002, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5795, loss_cls: 3.1161, loss: 3.1161, grad_norm: 1.7188 2021-01-21 07:58:09,399 - mmaction - INFO - Epoch [63][1780/2147] lr: 1.724e-01, eta: 7 days, 23:18:29, time: 1.492, data_time: 0.006, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5580, loss_cls: 3.1623, loss: 3.1623, grad_norm: 1.7763 2021-01-21 07:58:37,937 - mmaction - INFO - Epoch [63][1800/2147] lr: 1.724e-01, eta: 7 days, 23:17:42, time: 1.432, data_time: 0.008, memory: 16628, top1_acc: 0.3384, top5_acc: 0.5973, loss_cls: 3.0216, loss: 3.0216, grad_norm: 1.6835 2021-01-21 07:59:06,971 - mmaction - INFO - Epoch [63][1820/2147] lr: 1.724e-01, eta: 7 days, 23:16:55, time: 1.445, data_time: 0.002, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5754, loss_cls: 3.0837, loss: 3.0837, grad_norm: 1.6764 2021-01-21 07:59:35,617 - mmaction - INFO - Epoch [63][1840/2147] lr: 1.724e-01, eta: 7 days, 23:16:08, time: 1.435, data_time: 0.009, memory: 16628, top1_acc: 0.3433, top5_acc: 0.5955, loss_cls: 3.0403, loss: 3.0403, grad_norm: 1.7069 2021-01-21 08:00:04,047 - mmaction - INFO - Epoch [63][1860/2147] lr: 1.724e-01, eta: 7 days, 23:15:20, time: 1.424, data_time: 0.010, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5728, loss_cls: 3.1487, loss: 3.1487, grad_norm: 1.7291 2021-01-21 08:00:33,747 - mmaction - INFO - Epoch [63][1880/2147] lr: 1.724e-01, eta: 7 days, 23:14:37, time: 1.487, data_time: 0.006, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5625, loss_cls: 3.1649, loss: 3.1649, grad_norm: 1.6827 2021-01-21 08:01:02,358 - mmaction - INFO - Epoch [63][1900/2147] lr: 1.724e-01, eta: 7 days, 23:13:49, time: 1.429, data_time: 0.002, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5634, loss_cls: 3.1581, loss: 3.1581, grad_norm: 1.7357 2021-01-21 08:01:37,582 - mmaction - INFO - Epoch [63][1920/2147] lr: 1.724e-01, eta: 7 days, 23:13:22, time: 1.753, data_time: 0.004, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5656, loss_cls: 3.1320, loss: 3.1320, grad_norm: 1.7225 2021-01-21 08:02:08,770 - mmaction - INFO - Epoch [63][1940/2147] lr: 1.724e-01, eta: 7 days, 23:12:43, time: 1.568, data_time: 0.088, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5723, loss_cls: 3.1078, loss: 3.1078, grad_norm: 1.7054 2021-01-21 08:02:40,450 - mmaction - INFO - Epoch [63][1960/2147] lr: 1.724e-01, eta: 7 days, 23:12:05, time: 1.580, data_time: 0.008, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5835, loss_cls: 3.0931, loss: 3.0931, grad_norm: 1.7195 2021-01-21 08:03:10,851 - mmaction - INFO - Epoch [63][1980/2147] lr: 1.724e-01, eta: 7 days, 23:11:23, time: 1.522, data_time: 0.006, memory: 16628, top1_acc: 0.3371, top5_acc: 0.5848, loss_cls: 3.0457, loss: 3.0457, grad_norm: 1.7322 2021-01-21 08:03:40,166 - mmaction - INFO - Epoch [63][2000/2147] lr: 1.724e-01, eta: 7 days, 23:10:38, time: 1.467, data_time: 0.003, memory: 16628, top1_acc: 0.3330, top5_acc: 0.5920, loss_cls: 3.0235, loss: 3.0235, grad_norm: 1.7334 2021-01-21 08:04:08,852 - mmaction - INFO - Epoch [63][2020/2147] lr: 1.724e-01, eta: 7 days, 23:09:51, time: 1.433, data_time: 0.002, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5585, loss_cls: 3.1707, loss: 3.1707, grad_norm: 1.7285 2021-01-21 08:04:39,478 - mmaction - INFO - Epoch [63][2040/2147] lr: 1.724e-01, eta: 7 days, 23:09:10, time: 1.530, data_time: 0.005, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5812, loss_cls: 3.1079, loss: 3.1079, grad_norm: 1.6907 2021-01-21 08:05:08,359 - mmaction - INFO - Epoch [63][2060/2147] lr: 1.724e-01, eta: 7 days, 23:08:23, time: 1.445, data_time: 0.004, memory: 16628, top1_acc: 0.2996, top5_acc: 0.5616, loss_cls: 3.1958, loss: 3.1958, grad_norm: 1.7281 2021-01-21 08:05:40,834 - mmaction - INFO - Epoch [63][2080/2147] lr: 1.724e-01, eta: 7 days, 23:07:48, time: 1.620, data_time: 0.007, memory: 16628, top1_acc: 0.3344, top5_acc: 0.6058, loss_cls: 3.0102, loss: 3.0102, grad_norm: 1.6684 2021-01-21 08:06:14,568 - mmaction - INFO - Epoch [63][2100/2147] lr: 1.724e-01, eta: 7 days, 23:07:16, time: 1.687, data_time: 0.008, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5929, loss_cls: 3.0209, loss: 3.0209, grad_norm: 1.7138 2021-01-21 08:06:43,900 - mmaction - INFO - Epoch [63][2120/2147] lr: 1.724e-01, eta: 7 days, 23:06:31, time: 1.470, data_time: 0.008, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5714, loss_cls: 3.1350, loss: 3.1350, grad_norm: 1.7284 2021-01-21 08:07:15,684 - mmaction - INFO - Epoch [63][2140/2147] lr: 1.724e-01, eta: 7 days, 23:05:53, time: 1.589, data_time: 0.053, memory: 16628, top1_acc: 0.3384, top5_acc: 0.6031, loss_cls: 3.0536, loss: 3.0536, grad_norm: 1.7404 2021-01-21 08:11:54,159 - mmaction - INFO - Epoch [64][20/2147] lr: 1.716e-01, eta: 7 days, 23:15:51, time: 12.732, data_time: 10.783, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5705, loss_cls: 3.1210, loss: 3.1210, grad_norm: 1.7167 2021-01-21 08:12:25,048 - mmaction - INFO - Epoch [64][40/2147] lr: 1.716e-01, eta: 7 days, 23:15:11, time: 1.550, data_time: 0.010, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5728, loss_cls: 3.1188, loss: 3.1188, grad_norm: 1.7175 2021-01-21 08:12:53,916 - mmaction - INFO - Epoch [64][60/2147] lr: 1.716e-01, eta: 7 days, 23:14:24, time: 1.441, data_time: 0.011, memory: 16628, top1_acc: 0.3513, top5_acc: 0.6183, loss_cls: 2.9389, loss: 2.9389, grad_norm: 1.7163 2021-01-21 08:13:23,467 - mmaction - INFO - Epoch [64][80/2147] lr: 1.716e-01, eta: 7 days, 23:13:40, time: 1.480, data_time: 0.005, memory: 16628, top1_acc: 0.3317, top5_acc: 0.5817, loss_cls: 3.0499, loss: 3.0499, grad_norm: 1.7342 2021-01-21 08:13:54,082 - mmaction - INFO - Epoch [64][100/2147] lr: 1.716e-01, eta: 7 days, 23:12:58, time: 1.523, data_time: 0.003, memory: 16628, top1_acc: 0.3308, top5_acc: 0.5875, loss_cls: 3.0467, loss: 3.0467, grad_norm: 1.7529 2021-01-21 08:14:24,552 - mmaction - INFO - Epoch [64][120/2147] lr: 1.716e-01, eta: 7 days, 23:12:17, time: 1.529, data_time: 0.014, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5929, loss_cls: 3.0780, loss: 3.0780, grad_norm: 1.7673 2021-01-21 08:14:55,327 - mmaction - INFO - Epoch [64][140/2147] lr: 1.716e-01, eta: 7 days, 23:11:36, time: 1.537, data_time: 0.006, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5772, loss_cls: 3.1600, loss: 3.1600, grad_norm: 1.7639 2021-01-21 08:15:27,166 - mmaction - INFO - Epoch [64][160/2147] lr: 1.716e-01, eta: 7 days, 23:10:59, time: 1.595, data_time: 0.005, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5795, loss_cls: 3.0623, loss: 3.0623, grad_norm: 1.6977 2021-01-21 08:15:58,748 - mmaction - INFO - Epoch [64][180/2147] lr: 1.716e-01, eta: 7 days, 23:10:21, time: 1.579, data_time: 0.003, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5754, loss_cls: 3.1231, loss: 3.1231, grad_norm: 1.7689 2021-01-21 08:16:29,878 - mmaction - INFO - Epoch [64][200/2147] lr: 1.716e-01, eta: 7 days, 23:09:41, time: 1.556, data_time: 0.003, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5911, loss_cls: 3.0420, loss: 3.0420, grad_norm: 1.6893 2021-01-21 08:16:59,867 - mmaction - INFO - Epoch [64][220/2147] lr: 1.716e-01, eta: 7 days, 23:08:58, time: 1.499, data_time: 0.009, memory: 16628, top1_acc: 0.3446, top5_acc: 0.5866, loss_cls: 3.0311, loss: 3.0311, grad_norm: 1.7041 2021-01-21 08:17:28,913 - mmaction - INFO - Epoch [64][240/2147] lr: 1.716e-01, eta: 7 days, 23:08:12, time: 1.454, data_time: 0.010, memory: 16628, top1_acc: 0.3321, top5_acc: 0.5911, loss_cls: 3.0584, loss: 3.0584, grad_norm: 1.7597 2021-01-21 08:17:57,666 - mmaction - INFO - Epoch [64][260/2147] lr: 1.716e-01, eta: 7 days, 23:07:25, time: 1.439, data_time: 0.002, memory: 16628, top1_acc: 0.3366, top5_acc: 0.5844, loss_cls: 3.0582, loss: 3.0582, grad_norm: 1.7311 2021-01-21 08:18:26,391 - mmaction - INFO - Epoch [64][280/2147] lr: 1.716e-01, eta: 7 days, 23:06:38, time: 1.434, data_time: 0.001, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5714, loss_cls: 3.1262, loss: 3.1262, grad_norm: 1.7424 2021-01-21 08:18:57,227 - mmaction - INFO - Epoch [64][300/2147] lr: 1.716e-01, eta: 7 days, 23:05:57, time: 1.543, data_time: 0.005, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5933, loss_cls: 3.0548, loss: 3.0548, grad_norm: 1.7112 2021-01-21 08:19:31,424 - mmaction - INFO - Epoch [64][320/2147] lr: 1.716e-01, eta: 7 days, 23:05:26, time: 1.700, data_time: 0.007, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5701, loss_cls: 3.1318, loss: 3.1318, grad_norm: 1.7492 2021-01-21 08:20:02,421 - mmaction - INFO - Epoch [64][340/2147] lr: 1.716e-01, eta: 7 days, 23:04:47, time: 1.553, data_time: 0.018, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5884, loss_cls: 3.1153, loss: 3.1153, grad_norm: 1.7571 2021-01-21 08:20:32,139 - mmaction - INFO - Epoch [64][360/2147] lr: 1.716e-01, eta: 7 days, 23:04:03, time: 1.487, data_time: 0.009, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5777, loss_cls: 3.0994, loss: 3.0994, grad_norm: 1.7101 2021-01-21 08:21:04,382 - mmaction - INFO - Epoch [64][380/2147] lr: 1.716e-01, eta: 7 days, 23:03:27, time: 1.617, data_time: 0.013, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5741, loss_cls: 3.1451, loss: 3.1451, grad_norm: 1.6954 2021-01-21 08:21:33,388 - mmaction - INFO - Epoch [64][400/2147] lr: 1.716e-01, eta: 7 days, 23:02:40, time: 1.442, data_time: 0.004, memory: 16628, top1_acc: 0.3317, top5_acc: 0.5933, loss_cls: 3.0027, loss: 3.0027, grad_norm: 1.7287 2021-01-21 08:22:06,238 - mmaction - INFO - Epoch [64][420/2147] lr: 1.716e-01, eta: 7 days, 23:02:06, time: 1.647, data_time: 0.020, memory: 16628, top1_acc: 0.3344, top5_acc: 0.5768, loss_cls: 3.1063, loss: 3.1063, grad_norm: 1.7558 2021-01-21 08:22:37,720 - mmaction - INFO - Epoch [64][440/2147] lr: 1.716e-01, eta: 7 days, 23:01:28, time: 1.577, data_time: 0.007, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5741, loss_cls: 3.0679, loss: 3.0679, grad_norm: 1.7135 2021-01-21 08:23:08,507 - mmaction - INFO - Epoch [64][460/2147] lr: 1.716e-01, eta: 7 days, 23:00:47, time: 1.540, data_time: 0.007, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5710, loss_cls: 3.1569, loss: 3.1569, grad_norm: 1.6776 2021-01-21 08:23:37,188 - mmaction - INFO - Epoch [64][480/2147] lr: 1.716e-01, eta: 7 days, 23:00:00, time: 1.436, data_time: 0.004, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5522, loss_cls: 3.1778, loss: 3.1778, grad_norm: 1.6674 2021-01-21 08:24:06,304 - mmaction - INFO - Epoch [64][500/2147] lr: 1.716e-01, eta: 7 days, 22:59:14, time: 1.456, data_time: 0.003, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5554, loss_cls: 3.1927, loss: 3.1927, grad_norm: 1.7012 2021-01-21 08:24:38,959 - mmaction - INFO - Epoch [64][520/2147] lr: 1.716e-01, eta: 7 days, 22:58:39, time: 1.632, data_time: 0.003, memory: 16628, top1_acc: 0.3344, top5_acc: 0.5929, loss_cls: 3.0320, loss: 3.0320, grad_norm: 1.7184 2021-01-21 08:25:07,931 - mmaction - INFO - Epoch [64][540/2147] lr: 1.716e-01, eta: 7 days, 22:57:53, time: 1.450, data_time: 0.008, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5687, loss_cls: 3.1367, loss: 3.1367, grad_norm: 1.7241 2021-01-21 08:25:38,603 - mmaction - INFO - Epoch [64][560/2147] lr: 1.716e-01, eta: 7 days, 22:57:12, time: 1.532, data_time: 0.005, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5808, loss_cls: 3.0624, loss: 3.0624, grad_norm: 1.7024 2021-01-21 08:26:09,841 - mmaction - INFO - Epoch [64][580/2147] lr: 1.716e-01, eta: 7 days, 22:56:33, time: 1.559, data_time: 0.007, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5759, loss_cls: 3.1228, loss: 3.1228, grad_norm: 1.7259 2021-01-21 08:26:39,252 - mmaction - INFO - Epoch [64][600/2147] lr: 1.716e-01, eta: 7 days, 22:55:46, time: 1.441, data_time: 0.010, memory: 16628, top1_acc: 0.3299, top5_acc: 0.5924, loss_cls: 3.0547, loss: 3.0547, grad_norm: 1.6984 2021-01-21 08:27:13,207 - mmaction - INFO - Epoch [64][620/2147] lr: 1.716e-01, eta: 7 days, 22:55:17, time: 1.730, data_time: 0.042, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5750, loss_cls: 3.1175, loss: 3.1175, grad_norm: 1.7023 2021-01-21 08:27:42,643 - mmaction - INFO - Epoch [64][640/2147] lr: 1.716e-01, eta: 7 days, 22:54:32, time: 1.468, data_time: 0.004, memory: 16628, top1_acc: 0.3308, top5_acc: 0.5879, loss_cls: 3.0480, loss: 3.0480, grad_norm: 1.7213 2021-01-21 08:28:11,543 - mmaction - INFO - Epoch [64][660/2147] lr: 1.716e-01, eta: 7 days, 22:53:46, time: 1.448, data_time: 0.007, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5799, loss_cls: 3.0583, loss: 3.0583, grad_norm: 1.7309 2021-01-21 08:28:41,104 - mmaction - INFO - Epoch [64][680/2147] lr: 1.716e-01, eta: 7 days, 22:53:02, time: 1.481, data_time: 0.005, memory: 16628, top1_acc: 0.3388, top5_acc: 0.5888, loss_cls: 3.0225, loss: 3.0225, grad_norm: 1.7450 2021-01-21 08:29:09,933 - mmaction - INFO - Epoch [64][700/2147] lr: 1.716e-01, eta: 7 days, 22:52:15, time: 1.439, data_time: 0.006, memory: 16628, top1_acc: 0.3304, top5_acc: 0.6022, loss_cls: 3.0358, loss: 3.0358, grad_norm: 1.7997 2021-01-21 08:29:38,494 - mmaction - INFO - Epoch [64][720/2147] lr: 1.716e-01, eta: 7 days, 22:51:27, time: 1.428, data_time: 0.004, memory: 16628, top1_acc: 0.3299, top5_acc: 0.5826, loss_cls: 3.0838, loss: 3.0838, grad_norm: 1.7488 2021-01-21 08:30:10,069 - mmaction - INFO - Epoch [64][740/2147] lr: 1.716e-01, eta: 7 days, 22:50:49, time: 1.580, data_time: 0.007, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5741, loss_cls: 3.0749, loss: 3.0749, grad_norm: 1.7164 2021-01-21 08:30:41,100 - mmaction - INFO - Epoch [64][760/2147] lr: 1.716e-01, eta: 7 days, 22:50:09, time: 1.552, data_time: 0.010, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5661, loss_cls: 3.1680, loss: 3.1680, grad_norm: 1.7373 2021-01-21 08:31:12,291 - mmaction - INFO - Epoch [64][780/2147] lr: 1.716e-01, eta: 7 days, 22:49:30, time: 1.561, data_time: 0.008, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5629, loss_cls: 3.1150, loss: 3.1150, grad_norm: 1.6931 2021-01-21 08:31:42,801 - mmaction - INFO - Epoch [64][800/2147] lr: 1.716e-01, eta: 7 days, 22:48:48, time: 1.523, data_time: 0.002, memory: 16628, top1_acc: 0.3344, top5_acc: 0.5723, loss_cls: 3.1133, loss: 3.1133, grad_norm: 1.6898 2021-01-21 08:32:14,919 - mmaction - INFO - Epoch [64][820/2147] lr: 1.716e-01, eta: 7 days, 22:48:11, time: 1.598, data_time: 0.021, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5763, loss_cls: 3.1042, loss: 3.1042, grad_norm: 1.7521 2021-01-21 08:32:45,487 - mmaction - INFO - Epoch [64][840/2147] lr: 1.716e-01, eta: 7 days, 22:47:30, time: 1.534, data_time: 0.012, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5661, loss_cls: 3.1733, loss: 3.1733, grad_norm: 1.8159 2021-01-21 08:33:14,511 - mmaction - INFO - Epoch [64][860/2147] lr: 1.716e-01, eta: 7 days, 22:46:45, time: 1.453, data_time: 0.007, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5786, loss_cls: 3.1258, loss: 3.1258, grad_norm: 1.7390 2021-01-21 08:33:43,096 - mmaction - INFO - Epoch [64][880/2147] lr: 1.716e-01, eta: 7 days, 22:45:57, time: 1.431, data_time: 0.009, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5754, loss_cls: 3.1216, loss: 3.1216, grad_norm: 1.7147 2021-01-21 08:34:11,987 - mmaction - INFO - Epoch [64][900/2147] lr: 1.716e-01, eta: 7 days, 22:45:11, time: 1.442, data_time: 0.004, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5737, loss_cls: 3.0896, loss: 3.0896, grad_norm: 1.7578 2021-01-21 08:34:44,504 - mmaction - INFO - Epoch [64][920/2147] lr: 1.716e-01, eta: 7 days, 22:44:36, time: 1.626, data_time: 0.006, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5879, loss_cls: 3.0495, loss: 3.0495, grad_norm: 1.7238 2021-01-21 08:35:13,059 - mmaction - INFO - Epoch [64][940/2147] lr: 1.716e-01, eta: 7 days, 22:43:48, time: 1.430, data_time: 0.007, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5768, loss_cls: 3.1043, loss: 3.1043, grad_norm: 1.7035 2021-01-21 08:35:45,233 - mmaction - INFO - Epoch [64][960/2147] lr: 1.716e-01, eta: 7 days, 22:43:12, time: 1.606, data_time: 0.004, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5808, loss_cls: 3.1080, loss: 3.1080, grad_norm: 1.7260 2021-01-21 08:36:14,405 - mmaction - INFO - Epoch [64][980/2147] lr: 1.716e-01, eta: 7 days, 22:42:27, time: 1.462, data_time: 0.005, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5929, loss_cls: 3.0687, loss: 3.0687, grad_norm: 1.7187 2021-01-21 08:36:47,532 - mmaction - INFO - Epoch [64][1000/2147] lr: 1.716e-01, eta: 7 days, 22:41:53, time: 1.651, data_time: 0.002, memory: 16628, top1_acc: 0.3393, top5_acc: 0.5929, loss_cls: 3.0263, loss: 3.0263, grad_norm: 1.7255 2021-01-21 08:37:16,472 - mmaction - INFO - Epoch [64][1020/2147] lr: 1.716e-01, eta: 7 days, 22:41:07, time: 1.452, data_time: 0.010, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5768, loss_cls: 3.0814, loss: 3.0814, grad_norm: 1.7344 2021-01-21 08:37:47,920 - mmaction - INFO - Epoch [64][1040/2147] lr: 1.716e-01, eta: 7 days, 22:40:28, time: 1.570, data_time: 0.004, memory: 16628, top1_acc: 0.3375, top5_acc: 0.5844, loss_cls: 3.0731, loss: 3.0731, grad_norm: 1.6933 2021-01-21 08:38:23,089 - mmaction - INFO - Epoch [64][1060/2147] lr: 1.716e-01, eta: 7 days, 22:40:01, time: 1.757, data_time: 0.004, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5862, loss_cls: 3.0692, loss: 3.0692, grad_norm: 1.6979 2021-01-21 08:38:55,542 - mmaction - INFO - Epoch [64][1080/2147] lr: 1.716e-01, eta: 7 days, 22:39:25, time: 1.621, data_time: 0.006, memory: 16628, top1_acc: 0.3375, top5_acc: 0.5772, loss_cls: 3.0579, loss: 3.0579, grad_norm: 1.7640 2021-01-21 08:39:24,280 - mmaction - INFO - Epoch [64][1100/2147] lr: 1.716e-01, eta: 7 days, 22:38:39, time: 1.440, data_time: 0.010, memory: 16628, top1_acc: 0.3308, top5_acc: 0.5866, loss_cls: 3.1216, loss: 3.1216, grad_norm: 1.7751 2021-01-21 08:39:57,821 - mmaction - INFO - Epoch [64][1120/2147] lr: 1.716e-01, eta: 7 days, 22:38:06, time: 1.675, data_time: 0.008, memory: 16628, top1_acc: 0.3446, top5_acc: 0.5741, loss_cls: 3.0833, loss: 3.0833, grad_norm: 1.6928 2021-01-21 08:40:28,188 - mmaction - INFO - Epoch [64][1140/2147] lr: 1.716e-01, eta: 7 days, 22:37:24, time: 1.520, data_time: 0.008, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5768, loss_cls: 3.1642, loss: 3.1642, grad_norm: 1.7058 2021-01-21 08:40:58,526 - mmaction - INFO - Epoch [64][1160/2147] lr: 1.716e-01, eta: 7 days, 22:36:43, time: 1.519, data_time: 0.006, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5781, loss_cls: 3.0616, loss: 3.0616, grad_norm: 1.7036 2021-01-21 08:41:29,935 - mmaction - INFO - Epoch [64][1180/2147] lr: 1.716e-01, eta: 7 days, 22:36:04, time: 1.565, data_time: 0.006, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5879, loss_cls: 3.0830, loss: 3.0830, grad_norm: 1.6949 2021-01-21 08:42:04,313 - mmaction - INFO - Epoch [64][1200/2147] lr: 1.716e-01, eta: 7 days, 22:35:34, time: 1.720, data_time: 0.011, memory: 16628, top1_acc: 0.3045, top5_acc: 0.5612, loss_cls: 3.1456, loss: 3.1456, grad_norm: 1.6953 2021-01-21 08:42:33,659 - mmaction - INFO - Epoch [64][1220/2147] lr: 1.716e-01, eta: 7 days, 22:34:49, time: 1.461, data_time: 0.010, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5830, loss_cls: 3.0564, loss: 3.0564, grad_norm: 1.7555 2021-01-21 08:43:02,472 - mmaction - INFO - Epoch [64][1240/2147] lr: 1.716e-01, eta: 7 days, 22:34:03, time: 1.453, data_time: 0.015, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5661, loss_cls: 3.1640, loss: 3.1640, grad_norm: 1.7602 2021-01-21 08:43:31,189 - mmaction - INFO - Epoch [64][1260/2147] lr: 1.716e-01, eta: 7 days, 22:33:16, time: 1.436, data_time: 0.004, memory: 16628, top1_acc: 0.3344, top5_acc: 0.5786, loss_cls: 3.1024, loss: 3.1024, grad_norm: 1.7030 2021-01-21 08:44:04,278 - mmaction - INFO - Epoch [64][1280/2147] lr: 1.716e-01, eta: 7 days, 22:32:42, time: 1.652, data_time: 0.004, memory: 16628, top1_acc: 0.3321, top5_acc: 0.5710, loss_cls: 3.1481, loss: 3.1481, grad_norm: 1.7107 2021-01-21 08:44:39,340 - mmaction - INFO - Epoch [64][1300/2147] lr: 1.716e-01, eta: 7 days, 22:32:15, time: 1.750, data_time: 0.018, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5701, loss_cls: 3.1097, loss: 3.1097, grad_norm: 1.6901 2021-01-21 08:45:08,053 - mmaction - INFO - Epoch [64][1320/2147] lr: 1.716e-01, eta: 7 days, 22:31:28, time: 1.439, data_time: 0.010, memory: 16628, top1_acc: 0.3415, top5_acc: 0.5853, loss_cls: 3.0599, loss: 3.0599, grad_norm: 1.7357 2021-01-21 08:45:38,798 - mmaction - INFO - Epoch [64][1340/2147] lr: 1.716e-01, eta: 7 days, 22:30:47, time: 1.539, data_time: 0.006, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5723, loss_cls: 3.1416, loss: 3.1416, grad_norm: 1.7325 2021-01-21 08:46:10,344 - mmaction - INFO - Epoch [64][1360/2147] lr: 1.716e-01, eta: 7 days, 22:30:09, time: 1.572, data_time: 0.003, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5754, loss_cls: 3.1615, loss: 3.1615, grad_norm: 1.7184 2021-01-21 08:46:41,099 - mmaction - INFO - Epoch [64][1380/2147] lr: 1.716e-01, eta: 7 days, 22:29:28, time: 1.542, data_time: 0.008, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5804, loss_cls: 3.0936, loss: 3.0936, grad_norm: 1.6721 2021-01-21 08:47:09,696 - mmaction - INFO - Epoch [64][1400/2147] lr: 1.716e-01, eta: 7 days, 22:28:41, time: 1.430, data_time: 0.003, memory: 16628, top1_acc: 0.3469, top5_acc: 0.5969, loss_cls: 3.0390, loss: 3.0390, grad_norm: 1.6900 2021-01-21 08:47:38,427 - mmaction - INFO - Epoch [64][1420/2147] lr: 1.716e-01, eta: 7 days, 22:27:55, time: 1.437, data_time: 0.009, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5696, loss_cls: 3.1468, loss: 3.1468, grad_norm: 1.7351 2021-01-21 08:48:09,650 - mmaction - INFO - Epoch [64][1440/2147] lr: 1.716e-01, eta: 7 days, 22:27:15, time: 1.547, data_time: 0.003, memory: 16628, top1_acc: 0.3299, top5_acc: 0.5844, loss_cls: 3.0748, loss: 3.0748, grad_norm: 1.7133 2021-01-21 08:48:41,026 - mmaction - INFO - Epoch [64][1460/2147] lr: 1.716e-01, eta: 7 days, 22:26:36, time: 1.578, data_time: 0.017, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5830, loss_cls: 3.1277, loss: 3.1277, grad_norm: 1.7026 2021-01-21 08:49:12,660 - mmaction - INFO - Epoch [64][1480/2147] lr: 1.716e-01, eta: 7 days, 22:25:59, time: 1.584, data_time: 0.008, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5871, loss_cls: 3.0809, loss: 3.0809, grad_norm: 1.7050 2021-01-21 08:49:44,102 - mmaction - INFO - Epoch [64][1500/2147] lr: 1.716e-01, eta: 7 days, 22:25:20, time: 1.572, data_time: 0.007, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5817, loss_cls: 3.0681, loss: 3.0681, grad_norm: 1.7305 2021-01-21 08:50:13,006 - mmaction - INFO - Epoch [64][1520/2147] lr: 1.716e-01, eta: 7 days, 22:24:34, time: 1.450, data_time: 0.008, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5768, loss_cls: 3.1171, loss: 3.1171, grad_norm: 1.7262 2021-01-21 08:50:41,559 - mmaction - INFO - Epoch [64][1540/2147] lr: 1.716e-01, eta: 7 days, 22:23:47, time: 1.424, data_time: 0.001, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5723, loss_cls: 3.1324, loss: 3.1324, grad_norm: 1.7446 2021-01-21 08:51:13,211 - mmaction - INFO - Epoch [64][1560/2147] lr: 1.716e-01, eta: 7 days, 22:23:09, time: 1.583, data_time: 0.005, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5732, loss_cls: 3.1226, loss: 3.1226, grad_norm: 1.7615 2021-01-21 08:51:56,016 - mmaction - INFO - Epoch [64][1580/2147] lr: 1.716e-01, eta: 7 days, 22:23:04, time: 2.139, data_time: 0.006, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5643, loss_cls: 3.1395, loss: 3.1395, grad_norm: 1.7453 2021-01-21 08:52:24,333 - mmaction - INFO - Epoch [64][1600/2147] lr: 1.716e-01, eta: 7 days, 22:22:17, time: 1.419, data_time: 0.007, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5687, loss_cls: 3.1727, loss: 3.1727, grad_norm: 1.6929 2021-01-21 08:52:54,494 - mmaction - INFO - Epoch [64][1620/2147] lr: 1.716e-01, eta: 7 days, 22:21:34, time: 1.504, data_time: 0.003, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5871, loss_cls: 3.0613, loss: 3.0613, grad_norm: 1.6650 2021-01-21 08:53:23,142 - mmaction - INFO - Epoch [64][1640/2147] lr: 1.716e-01, eta: 7 days, 22:20:47, time: 1.436, data_time: 0.009, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5603, loss_cls: 3.1506, loss: 3.1506, grad_norm: 1.6990 2021-01-21 08:53:51,969 - mmaction - INFO - Epoch [64][1660/2147] lr: 1.716e-01, eta: 7 days, 22:20:01, time: 1.441, data_time: 0.004, memory: 16628, top1_acc: 0.3357, top5_acc: 0.5835, loss_cls: 3.0780, loss: 3.0780, grad_norm: 1.7116 2021-01-21 08:54:22,621 - mmaction - INFO - Epoch [64][1680/2147] lr: 1.716e-01, eta: 7 days, 22:19:20, time: 1.532, data_time: 0.002, memory: 16628, top1_acc: 0.3446, top5_acc: 0.5946, loss_cls: 3.0082, loss: 3.0082, grad_norm: 1.7045 2021-01-21 08:54:54,802 - mmaction - INFO - Epoch [64][1700/2147] lr: 1.716e-01, eta: 7 days, 22:18:44, time: 1.609, data_time: 0.003, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5933, loss_cls: 3.0192, loss: 3.0192, grad_norm: 1.7556 2021-01-21 08:55:23,506 - mmaction - INFO - Epoch [64][1720/2147] lr: 1.716e-01, eta: 7 days, 22:17:57, time: 1.436, data_time: 0.003, memory: 16628, top1_acc: 0.3295, top5_acc: 0.5897, loss_cls: 3.0846, loss: 3.0846, grad_norm: 1.7460 2021-01-21 08:55:54,565 - mmaction - INFO - Epoch [64][1740/2147] lr: 1.716e-01, eta: 7 days, 22:17:17, time: 1.551, data_time: 0.006, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5732, loss_cls: 3.1103, loss: 3.1103, grad_norm: 1.7468 2021-01-21 08:56:24,365 - mmaction - INFO - Epoch [64][1760/2147] lr: 1.716e-01, eta: 7 days, 22:16:34, time: 1.492, data_time: 0.005, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5826, loss_cls: 3.1390, loss: 3.1390, grad_norm: 1.7507 2021-01-21 08:56:55,560 - mmaction - INFO - Epoch [64][1780/2147] lr: 1.716e-01, eta: 7 days, 22:15:54, time: 1.558, data_time: 0.002, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5750, loss_cls: 3.1066, loss: 3.1066, grad_norm: 1.7636 2021-01-21 08:57:24,986 - mmaction - INFO - Epoch [64][1800/2147] lr: 1.716e-01, eta: 7 days, 22:15:10, time: 1.467, data_time: 0.004, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5741, loss_cls: 3.0734, loss: 3.0734, grad_norm: 1.7619 2021-01-21 08:57:56,163 - mmaction - INFO - Epoch [64][1820/2147] lr: 1.716e-01, eta: 7 days, 22:14:31, time: 1.563, data_time: 0.010, memory: 16628, top1_acc: 0.3295, top5_acc: 0.5902, loss_cls: 3.0484, loss: 3.0484, grad_norm: 1.7967 2021-01-21 08:58:25,671 - mmaction - INFO - Epoch [64][1840/2147] lr: 1.716e-01, eta: 7 days, 22:13:46, time: 1.476, data_time: 0.005, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5772, loss_cls: 3.1447, loss: 3.1447, grad_norm: 1.7128 2021-01-21 08:58:54,266 - mmaction - INFO - Epoch [64][1860/2147] lr: 1.716e-01, eta: 7 days, 22:12:59, time: 1.429, data_time: 0.006, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5629, loss_cls: 3.1573, loss: 3.1573, grad_norm: 1.6857 2021-01-21 08:59:25,132 - mmaction - INFO - Epoch [64][1880/2147] lr: 1.716e-01, eta: 7 days, 22:12:19, time: 1.543, data_time: 0.008, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5728, loss_cls: 3.1097, loss: 3.1097, grad_norm: 1.7280 2021-01-21 08:59:54,859 - mmaction - INFO - Epoch [64][1900/2147] lr: 1.716e-01, eta: 7 days, 22:11:35, time: 1.488, data_time: 0.009, memory: 16628, top1_acc: 0.3330, top5_acc: 0.5772, loss_cls: 3.1151, loss: 3.1151, grad_norm: 1.6948 2021-01-21 09:00:25,578 - mmaction - INFO - Epoch [64][1920/2147] lr: 1.716e-01, eta: 7 days, 22:10:55, time: 1.533, data_time: 0.003, memory: 16628, top1_acc: 0.3308, top5_acc: 0.5804, loss_cls: 3.0975, loss: 3.0975, grad_norm: 1.6956 2021-01-21 09:00:55,892 - mmaction - INFO - Epoch [64][1940/2147] lr: 1.716e-01, eta: 7 days, 22:10:13, time: 1.517, data_time: 0.006, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5777, loss_cls: 3.1298, loss: 3.1298, grad_norm: 1.6403 2021-01-21 09:01:28,301 - mmaction - INFO - Epoch [64][1960/2147] lr: 1.716e-01, eta: 7 days, 22:09:37, time: 1.622, data_time: 0.004, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5687, loss_cls: 3.1514, loss: 3.1514, grad_norm: 1.7149 2021-01-21 09:02:06,117 - mmaction - INFO - Epoch [64][1980/2147] lr: 1.716e-01, eta: 7 days, 22:09:18, time: 1.886, data_time: 0.004, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5594, loss_cls: 3.1155, loss: 3.1155, grad_norm: 1.6887 2021-01-21 09:02:35,621 - mmaction - INFO - Epoch [64][2000/2147] lr: 1.716e-01, eta: 7 days, 22:08:34, time: 1.479, data_time: 0.007, memory: 16628, top1_acc: 0.3344, top5_acc: 0.5906, loss_cls: 3.0745, loss: 3.0745, grad_norm: 1.7304 2021-01-21 09:03:04,062 - mmaction - INFO - Epoch [64][2020/2147] lr: 1.716e-01, eta: 7 days, 22:07:46, time: 1.423, data_time: 0.003, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5616, loss_cls: 3.1463, loss: 3.1463, grad_norm: 1.7573 2021-01-21 09:03:32,676 - mmaction - INFO - Epoch [64][2040/2147] lr: 1.716e-01, eta: 7 days, 22:06:59, time: 1.431, data_time: 0.006, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5848, loss_cls: 3.0644, loss: 3.0644, grad_norm: 1.7031 2021-01-21 09:04:02,774 - mmaction - INFO - Epoch [64][2060/2147] lr: 1.716e-01, eta: 7 days, 22:06:17, time: 1.505, data_time: 0.003, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5848, loss_cls: 3.0619, loss: 3.0619, grad_norm: 1.7337 2021-01-21 09:04:33,320 - mmaction - INFO - Epoch [64][2080/2147] lr: 1.716e-01, eta: 7 days, 22:05:36, time: 1.528, data_time: 0.003, memory: 16628, top1_acc: 0.3317, top5_acc: 0.5835, loss_cls: 3.0813, loss: 3.0813, grad_norm: 1.7159 2021-01-21 09:05:02,634 - mmaction - INFO - Epoch [64][2100/2147] lr: 1.716e-01, eta: 7 days, 22:04:51, time: 1.464, data_time: 0.006, memory: 16628, top1_acc: 0.3344, top5_acc: 0.5893, loss_cls: 3.0930, loss: 3.0930, grad_norm: 1.7412 2021-01-21 09:05:36,272 - mmaction - INFO - Epoch [64][2120/2147] lr: 1.716e-01, eta: 7 days, 22:04:19, time: 1.682, data_time: 0.004, memory: 16628, top1_acc: 0.3063, top5_acc: 0.5723, loss_cls: 3.1286, loss: 3.1286, grad_norm: 1.6936 2021-01-21 09:06:07,577 - mmaction - INFO - Epoch [64][2140/2147] lr: 1.716e-01, eta: 7 days, 22:03:40, time: 1.566, data_time: 0.006, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5875, loss_cls: 3.1034, loss: 3.1034, grad_norm: 1.7627 2021-01-21 09:06:35,620 - mmaction - INFO - Saving checkpoint at 64 epochs 2021-01-21 09:11:13,274 - mmaction - INFO - Epoch [65][20/2147] lr: 1.707e-01, eta: 7 days, 22:14:27, time: 13.777, data_time: 12.190, memory: 16628, top1_acc: 0.3504, top5_acc: 0.5942, loss_cls: 2.9678, loss: 2.9678, grad_norm: 1.7465 2021-01-21 09:11:42,685 - mmaction - INFO - Epoch [65][40/2147] lr: 1.707e-01, eta: 7 days, 22:13:43, time: 1.475, data_time: 0.008, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5746, loss_cls: 3.1398, loss: 3.1398, grad_norm: 1.7200 2021-01-21 09:12:13,772 - mmaction - INFO - Epoch [65][60/2147] lr: 1.707e-01, eta: 7 days, 22:13:03, time: 1.554, data_time: 0.023, memory: 16628, top1_acc: 0.3460, top5_acc: 0.5853, loss_cls: 3.0418, loss: 3.0418, grad_norm: 1.7124 2021-01-21 09:12:42,686 - mmaction - INFO - Epoch [65][80/2147] lr: 1.707e-01, eta: 7 days, 22:12:17, time: 1.445, data_time: 0.004, memory: 16628, top1_acc: 0.3402, top5_acc: 0.5857, loss_cls: 3.0448, loss: 3.0448, grad_norm: 1.7247 2021-01-21 09:13:14,640 - mmaction - INFO - Epoch [65][100/2147] lr: 1.707e-01, eta: 7 days, 22:11:40, time: 1.599, data_time: 0.003, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5844, loss_cls: 3.0445, loss: 3.0445, grad_norm: 1.6932 2021-01-21 09:13:43,652 - mmaction - INFO - Epoch [65][120/2147] lr: 1.707e-01, eta: 7 days, 22:10:54, time: 1.444, data_time: 0.002, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5759, loss_cls: 3.1238, loss: 3.1238, grad_norm: 1.7435 2021-01-21 09:14:16,930 - mmaction - INFO - Epoch [65][140/2147] lr: 1.707e-01, eta: 7 days, 22:10:21, time: 1.667, data_time: 0.009, memory: 16628, top1_acc: 0.3250, top5_acc: 0.5857, loss_cls: 3.0857, loss: 3.0857, grad_norm: 1.7453 2021-01-21 09:14:49,268 - mmaction - INFO - Epoch [65][160/2147] lr: 1.707e-01, eta: 7 days, 22:09:45, time: 1.615, data_time: 0.009, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5746, loss_cls: 3.0823, loss: 3.0823, grad_norm: 1.7220 2021-01-21 09:15:18,250 - mmaction - INFO - Epoch [65][180/2147] lr: 1.707e-01, eta: 7 days, 22:08:59, time: 1.455, data_time: 0.007, memory: 16628, top1_acc: 0.3406, top5_acc: 0.5902, loss_cls: 3.0184, loss: 3.0184, grad_norm: 1.6875 2021-01-21 09:15:49,177 - mmaction - INFO - Epoch [65][200/2147] lr: 1.707e-01, eta: 7 days, 22:08:19, time: 1.541, data_time: 0.001, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5723, loss_cls: 3.1085, loss: 3.1085, grad_norm: 1.7396 2021-01-21 09:16:18,453 - mmaction - INFO - Epoch [65][220/2147] lr: 1.707e-01, eta: 7 days, 22:07:34, time: 1.467, data_time: 0.008, memory: 16628, top1_acc: 0.3321, top5_acc: 0.5719, loss_cls: 3.0792, loss: 3.0792, grad_norm: 1.7488 2021-01-21 09:16:53,265 - mmaction - INFO - Epoch [65][240/2147] lr: 1.707e-01, eta: 7 days, 22:07:05, time: 1.742, data_time: 0.006, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5661, loss_cls: 3.1247, loss: 3.1247, grad_norm: 1.7708 2021-01-21 09:17:23,134 - mmaction - INFO - Epoch [65][260/2147] lr: 1.707e-01, eta: 7 days, 22:06:22, time: 1.490, data_time: 0.002, memory: 16628, top1_acc: 0.3299, top5_acc: 0.5839, loss_cls: 3.0311, loss: 3.0311, grad_norm: 1.7269 2021-01-21 09:17:51,709 - mmaction - INFO - Epoch [65][280/2147] lr: 1.707e-01, eta: 7 days, 22:05:35, time: 1.431, data_time: 0.007, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5821, loss_cls: 3.0719, loss: 3.0719, grad_norm: 1.7573 2021-01-21 09:18:22,397 - mmaction - INFO - Epoch [65][300/2147] lr: 1.707e-01, eta: 7 days, 22:04:54, time: 1.534, data_time: 0.002, memory: 16628, top1_acc: 0.3366, top5_acc: 0.5826, loss_cls: 3.0790, loss: 3.0790, grad_norm: 1.6960 2021-01-21 09:18:52,302 - mmaction - INFO - Epoch [65][320/2147] lr: 1.707e-01, eta: 7 days, 22:04:11, time: 1.495, data_time: 0.004, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5848, loss_cls: 3.1314, loss: 3.1314, grad_norm: 1.7513 2021-01-21 09:19:25,389 - mmaction - INFO - Epoch [65][340/2147] lr: 1.707e-01, eta: 7 days, 22:03:37, time: 1.655, data_time: 0.003, memory: 16628, top1_acc: 0.3295, top5_acc: 0.5973, loss_cls: 3.0438, loss: 3.0438, grad_norm: 1.6946 2021-01-21 09:19:57,316 - mmaction - INFO - Epoch [65][360/2147] lr: 1.707e-01, eta: 7 days, 22:03:00, time: 1.586, data_time: 0.002, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5781, loss_cls: 3.0786, loss: 3.0786, grad_norm: 1.7591 2021-01-21 09:20:27,380 - mmaction - INFO - Epoch [65][380/2147] lr: 1.707e-01, eta: 7 days, 22:02:18, time: 1.512, data_time: 0.012, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5710, loss_cls: 3.1281, loss: 3.1281, grad_norm: 1.7369 2021-01-21 09:20:55,917 - mmaction - INFO - Epoch [65][400/2147] lr: 1.707e-01, eta: 7 days, 22:01:30, time: 1.429, data_time: 0.005, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5924, loss_cls: 3.0828, loss: 3.0828, grad_norm: 1.7383 2021-01-21 09:21:26,584 - mmaction - INFO - Epoch [65][420/2147] lr: 1.707e-01, eta: 7 days, 22:00:49, time: 1.525, data_time: 0.002, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5893, loss_cls: 3.0743, loss: 3.0743, grad_norm: 1.7270 2021-01-21 09:21:58,464 - mmaction - INFO - Epoch [65][440/2147] lr: 1.707e-01, eta: 7 days, 22:00:12, time: 1.599, data_time: 0.010, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5857, loss_cls: 3.0631, loss: 3.0631, grad_norm: 1.7633 2021-01-21 09:22:28,639 - mmaction - INFO - Epoch [65][460/2147] lr: 1.707e-01, eta: 7 days, 21:59:30, time: 1.511, data_time: 0.007, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5893, loss_cls: 3.0995, loss: 3.0995, grad_norm: 1.7301 2021-01-21 09:22:58,932 - mmaction - INFO - Epoch [65][480/2147] lr: 1.707e-01, eta: 7 days, 21:58:48, time: 1.514, data_time: 0.003, memory: 16628, top1_acc: 0.3388, top5_acc: 0.6018, loss_cls: 3.0325, loss: 3.0325, grad_norm: 1.7098 2021-01-21 09:23:27,569 - mmaction - INFO - Epoch [65][500/2147] lr: 1.707e-01, eta: 7 days, 21:58:01, time: 1.433, data_time: 0.006, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5741, loss_cls: 3.1510, loss: 3.1510, grad_norm: 1.7866 2021-01-21 09:23:58,000 - mmaction - INFO - Epoch [65][520/2147] lr: 1.707e-01, eta: 7 days, 21:57:20, time: 1.520, data_time: 0.005, memory: 16628, top1_acc: 0.3384, top5_acc: 0.5938, loss_cls: 3.0075, loss: 3.0075, grad_norm: 1.7185 2021-01-21 09:24:26,803 - mmaction - INFO - Epoch [65][540/2147] lr: 1.707e-01, eta: 7 days, 21:56:33, time: 1.440, data_time: 0.004, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5790, loss_cls: 3.0676, loss: 3.0676, grad_norm: 1.7444 2021-01-21 09:24:55,485 - mmaction - INFO - Epoch [65][560/2147] lr: 1.707e-01, eta: 7 days, 21:55:46, time: 1.433, data_time: 0.006, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5853, loss_cls: 3.0712, loss: 3.0712, grad_norm: 1.7535 2021-01-21 09:25:24,522 - mmaction - INFO - Epoch [65][580/2147] lr: 1.707e-01, eta: 7 days, 21:55:01, time: 1.452, data_time: 0.008, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5647, loss_cls: 3.1527, loss: 3.1527, grad_norm: 1.7390 2021-01-21 09:25:55,116 - mmaction - INFO - Epoch [65][600/2147] lr: 1.707e-01, eta: 7 days, 21:54:20, time: 1.531, data_time: 0.008, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5710, loss_cls: 3.1572, loss: 3.1572, grad_norm: 1.7533 2021-01-21 09:26:26,265 - mmaction - INFO - Epoch [65][620/2147] lr: 1.707e-01, eta: 7 days, 21:53:40, time: 1.551, data_time: 0.002, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5701, loss_cls: 3.1367, loss: 3.1367, grad_norm: 1.7087 2021-01-21 09:26:56,790 - mmaction - INFO - Epoch [65][640/2147] lr: 1.707e-01, eta: 7 days, 21:52:59, time: 1.533, data_time: 0.010, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5661, loss_cls: 3.2032, loss: 3.2032, grad_norm: 1.6574 2021-01-21 09:27:25,343 - mmaction - INFO - Epoch [65][660/2147] lr: 1.707e-01, eta: 7 days, 21:52:12, time: 1.425, data_time: 0.003, memory: 16628, top1_acc: 0.3397, top5_acc: 0.5982, loss_cls: 3.0430, loss: 3.0430, grad_norm: 1.6751 2021-01-21 09:27:56,743 - mmaction - INFO - Epoch [65][680/2147] lr: 1.707e-01, eta: 7 days, 21:51:33, time: 1.572, data_time: 0.005, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5670, loss_cls: 3.1519, loss: 3.1519, grad_norm: 1.7160 2021-01-21 09:28:25,261 - mmaction - INFO - Epoch [65][700/2147] lr: 1.707e-01, eta: 7 days, 21:50:46, time: 1.427, data_time: 0.003, memory: 16628, top1_acc: 0.3438, top5_acc: 0.5719, loss_cls: 3.0958, loss: 3.0958, grad_norm: 1.6923 2021-01-21 09:28:58,960 - mmaction - INFO - Epoch [65][720/2147] lr: 1.707e-01, eta: 7 days, 21:50:14, time: 1.681, data_time: 0.004, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5830, loss_cls: 3.0973, loss: 3.0973, grad_norm: 1.7370 2021-01-21 09:29:29,447 - mmaction - INFO - Epoch [65][740/2147] lr: 1.707e-01, eta: 7 days, 21:49:33, time: 1.520, data_time: 0.007, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5746, loss_cls: 3.0899, loss: 3.0899, grad_norm: 1.7036 2021-01-21 09:30:00,591 - mmaction - INFO - Epoch [65][760/2147] lr: 1.707e-01, eta: 7 days, 21:48:53, time: 1.561, data_time: 0.010, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5746, loss_cls: 3.0901, loss: 3.0901, grad_norm: 1.7102 2021-01-21 09:30:30,849 - mmaction - INFO - Epoch [65][780/2147] lr: 1.707e-01, eta: 7 days, 21:48:11, time: 1.511, data_time: 0.006, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5844, loss_cls: 3.1081, loss: 3.1081, grad_norm: 1.7456 2021-01-21 09:30:59,569 - mmaction - INFO - Epoch [65][800/2147] lr: 1.707e-01, eta: 7 days, 21:47:25, time: 1.442, data_time: 0.010, memory: 16628, top1_acc: 0.3393, top5_acc: 0.5871, loss_cls: 3.0677, loss: 3.0677, grad_norm: 1.7158 2021-01-21 09:31:29,821 - mmaction - INFO - Epoch [65][820/2147] lr: 1.707e-01, eta: 7 days, 21:46:43, time: 1.512, data_time: 0.001, memory: 16628, top1_acc: 0.3402, top5_acc: 0.5719, loss_cls: 3.0678, loss: 3.0678, grad_norm: 1.7372 2021-01-21 09:32:04,625 - mmaction - INFO - Epoch [65][840/2147] lr: 1.707e-01, eta: 7 days, 21:46:14, time: 1.737, data_time: 0.003, memory: 16628, top1_acc: 0.3344, top5_acc: 0.5857, loss_cls: 3.0748, loss: 3.0748, grad_norm: 1.7215 2021-01-21 09:32:33,693 - mmaction - INFO - Epoch [65][860/2147] lr: 1.707e-01, eta: 7 days, 21:45:29, time: 1.457, data_time: 0.007, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5710, loss_cls: 3.1468, loss: 3.1468, grad_norm: 1.7398 2021-01-21 09:33:02,234 - mmaction - INFO - Epoch [65][880/2147] lr: 1.707e-01, eta: 7 days, 21:44:42, time: 1.427, data_time: 0.004, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5777, loss_cls: 3.1124, loss: 3.1124, grad_norm: 1.7127 2021-01-21 09:33:30,805 - mmaction - INFO - Epoch [65][900/2147] lr: 1.707e-01, eta: 7 days, 21:43:55, time: 1.426, data_time: 0.002, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5866, loss_cls: 3.1122, loss: 3.1122, grad_norm: 1.7115 2021-01-21 09:33:59,293 - mmaction - INFO - Epoch [65][920/2147] lr: 1.707e-01, eta: 7 days, 21:43:08, time: 1.427, data_time: 0.007, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5848, loss_cls: 3.0563, loss: 3.0563, grad_norm: 1.7023 2021-01-21 09:34:30,309 - mmaction - INFO - Epoch [65][940/2147] lr: 1.707e-01, eta: 7 days, 21:42:28, time: 1.551, data_time: 0.004, memory: 16628, top1_acc: 0.3250, top5_acc: 0.5924, loss_cls: 3.0449, loss: 3.0449, grad_norm: 1.7202 2021-01-21 09:34:58,837 - mmaction - INFO - Epoch [65][960/2147] lr: 1.707e-01, eta: 7 days, 21:41:41, time: 1.425, data_time: 0.003, memory: 16628, top1_acc: 0.3384, top5_acc: 0.5911, loss_cls: 3.0777, loss: 3.0777, grad_norm: 1.7075 2021-01-21 09:35:28,037 - mmaction - INFO - Epoch [65][980/2147] lr: 1.707e-01, eta: 7 days, 21:40:56, time: 1.461, data_time: 0.003, memory: 16628, top1_acc: 0.3281, top5_acc: 0.5719, loss_cls: 3.1402, loss: 3.1402, grad_norm: 1.7064 2021-01-21 09:35:58,694 - mmaction - INFO - Epoch [65][1000/2147] lr: 1.707e-01, eta: 7 days, 21:40:15, time: 1.531, data_time: 0.002, memory: 16628, top1_acc: 0.3299, top5_acc: 0.5964, loss_cls: 3.0012, loss: 3.0012, grad_norm: 1.7311 2021-01-21 09:36:29,043 - mmaction - INFO - Epoch [65][1020/2147] lr: 1.707e-01, eta: 7 days, 21:39:33, time: 1.517, data_time: 0.005, memory: 16628, top1_acc: 0.3433, top5_acc: 0.5929, loss_cls: 2.9824, loss: 2.9824, grad_norm: 1.7482 2021-01-21 09:37:09,253 - mmaction - INFO - Epoch [65][1040/2147] lr: 1.707e-01, eta: 7 days, 21:39:20, time: 2.010, data_time: 0.008, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5728, loss_cls: 3.1953, loss: 3.1953, grad_norm: 1.7705 2021-01-21 09:37:37,780 - mmaction - INFO - Epoch [65][1060/2147] lr: 1.707e-01, eta: 7 days, 21:38:34, time: 1.429, data_time: 0.009, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5786, loss_cls: 3.1116, loss: 3.1116, grad_norm: 1.6996 2021-01-21 09:38:06,566 - mmaction - INFO - Epoch [65][1080/2147] lr: 1.707e-01, eta: 7 days, 21:37:47, time: 1.440, data_time: 0.002, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5746, loss_cls: 3.1026, loss: 3.1026, grad_norm: 1.7421 2021-01-21 09:38:35,727 - mmaction - INFO - Epoch [65][1100/2147] lr: 1.707e-01, eta: 7 days, 21:37:02, time: 1.457, data_time: 0.001, memory: 16628, top1_acc: 0.3317, top5_acc: 0.5848, loss_cls: 3.0920, loss: 3.0920, grad_norm: 1.7258 2021-01-21 09:39:06,411 - mmaction - INFO - Epoch [65][1120/2147] lr: 1.707e-01, eta: 7 days, 21:36:21, time: 1.534, data_time: 0.003, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5732, loss_cls: 3.1223, loss: 3.1223, grad_norm: 1.7367 2021-01-21 09:39:37,344 - mmaction - INFO - Epoch [65][1140/2147] lr: 1.707e-01, eta: 7 days, 21:35:41, time: 1.543, data_time: 0.001, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5888, loss_cls: 3.0682, loss: 3.0682, grad_norm: 1.6896 2021-01-21 09:40:08,331 - mmaction - INFO - Epoch [65][1160/2147] lr: 1.707e-01, eta: 7 days, 21:35:01, time: 1.552, data_time: 0.005, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5902, loss_cls: 3.0327, loss: 3.0327, grad_norm: 1.6929 2021-01-21 09:40:37,274 - mmaction - INFO - Epoch [65][1180/2147] lr: 1.707e-01, eta: 7 days, 21:34:16, time: 1.447, data_time: 0.003, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5759, loss_cls: 3.0674, loss: 3.0674, grad_norm: 1.7272 2021-01-21 09:41:08,570 - mmaction - INFO - Epoch [65][1200/2147] lr: 1.707e-01, eta: 7 days, 21:33:37, time: 1.562, data_time: 0.004, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5772, loss_cls: 3.0688, loss: 3.0688, grad_norm: 1.7448 2021-01-21 09:41:38,712 - mmaction - INFO - Epoch [65][1220/2147] lr: 1.707e-01, eta: 7 days, 21:32:54, time: 1.509, data_time: 0.006, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5772, loss_cls: 3.1149, loss: 3.1149, grad_norm: 1.7703 2021-01-21 09:42:08,913 - mmaction - INFO - Epoch [65][1240/2147] lr: 1.707e-01, eta: 7 days, 21:32:12, time: 1.512, data_time: 0.004, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5687, loss_cls: 3.1504, loss: 3.1504, grad_norm: 1.7525 2021-01-21 09:42:37,723 - mmaction - INFO - Epoch [65][1260/2147] lr: 1.707e-01, eta: 7 days, 21:31:26, time: 1.440, data_time: 0.002, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5746, loss_cls: 3.1104, loss: 3.1104, grad_norm: 1.7390 2021-01-21 09:43:06,123 - mmaction - INFO - Epoch [65][1280/2147] lr: 1.707e-01, eta: 7 days, 21:30:39, time: 1.421, data_time: 0.004, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5759, loss_cls: 3.0828, loss: 3.0828, grad_norm: 1.7313 2021-01-21 09:43:37,072 - mmaction - INFO - Epoch [65][1300/2147] lr: 1.707e-01, eta: 7 days, 21:29:59, time: 1.547, data_time: 0.002, memory: 16628, top1_acc: 0.3540, top5_acc: 0.6125, loss_cls: 2.9330, loss: 2.9330, grad_norm: 1.7292 2021-01-21 09:44:08,671 - mmaction - INFO - Epoch [65][1320/2147] lr: 1.707e-01, eta: 7 days, 21:29:20, time: 1.569, data_time: 0.002, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5598, loss_cls: 3.1909, loss: 3.1909, grad_norm: 1.7720 2021-01-21 09:44:39,642 - mmaction - INFO - Epoch [65][1340/2147] lr: 1.707e-01, eta: 7 days, 21:28:41, time: 1.553, data_time: 0.013, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5737, loss_cls: 3.1404, loss: 3.1404, grad_norm: 1.7552 2021-01-21 09:45:08,886 - mmaction - INFO - Epoch [65][1360/2147] lr: 1.707e-01, eta: 7 days, 21:27:56, time: 1.464, data_time: 0.010, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5853, loss_cls: 3.1586, loss: 3.1586, grad_norm: 1.7084 2021-01-21 09:45:37,982 - mmaction - INFO - Epoch [65][1380/2147] lr: 1.707e-01, eta: 7 days, 21:27:11, time: 1.457, data_time: 0.007, memory: 16628, top1_acc: 0.3250, top5_acc: 0.5920, loss_cls: 3.0786, loss: 3.0786, grad_norm: 1.7271 2021-01-21 09:46:06,327 - mmaction - INFO - Epoch [65][1400/2147] lr: 1.707e-01, eta: 7 days, 21:26:23, time: 1.421, data_time: 0.006, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5746, loss_cls: 3.1691, loss: 3.1691, grad_norm: 1.6719 2021-01-21 09:46:35,715 - mmaction - INFO - Epoch [65][1420/2147] lr: 1.707e-01, eta: 7 days, 21:25:39, time: 1.469, data_time: 0.002, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5670, loss_cls: 3.1256, loss: 3.1256, grad_norm: 1.7149 2021-01-21 09:47:04,189 - mmaction - INFO - Epoch [65][1440/2147] lr: 1.707e-01, eta: 7 days, 21:24:51, time: 1.422, data_time: 0.004, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5853, loss_cls: 3.0652, loss: 3.0652, grad_norm: 1.6858 2021-01-21 09:47:34,575 - mmaction - INFO - Epoch [65][1460/2147] lr: 1.707e-01, eta: 7 days, 21:24:10, time: 1.521, data_time: 0.003, memory: 16628, top1_acc: 0.3250, top5_acc: 0.5955, loss_cls: 3.0145, loss: 3.0145, grad_norm: 1.7529 2021-01-21 09:48:03,409 - mmaction - INFO - Epoch [65][1480/2147] lr: 1.707e-01, eta: 7 days, 21:23:24, time: 1.442, data_time: 0.004, memory: 16628, top1_acc: 0.3442, top5_acc: 0.5768, loss_cls: 3.0515, loss: 3.0515, grad_norm: 1.7267 2021-01-21 09:48:34,634 - mmaction - INFO - Epoch [65][1500/2147] lr: 1.707e-01, eta: 7 days, 21:22:45, time: 1.562, data_time: 0.002, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5719, loss_cls: 3.1135, loss: 3.1135, grad_norm: 1.7346 2021-01-21 09:49:03,081 - mmaction - INFO - Epoch [65][1520/2147] lr: 1.707e-01, eta: 7 days, 21:21:58, time: 1.421, data_time: 0.004, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5594, loss_cls: 3.1616, loss: 3.1616, grad_norm: 1.7458 2021-01-21 09:49:35,375 - mmaction - INFO - Epoch [65][1540/2147] lr: 1.707e-01, eta: 7 days, 21:21:22, time: 1.613, data_time: 0.002, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5750, loss_cls: 3.1141, loss: 3.1141, grad_norm: 1.6997 2021-01-21 09:50:04,049 - mmaction - INFO - Epoch [65][1560/2147] lr: 1.707e-01, eta: 7 days, 21:20:35, time: 1.434, data_time: 0.004, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5969, loss_cls: 3.0202, loss: 3.0202, grad_norm: 1.7004 2021-01-21 09:50:34,762 - mmaction - INFO - Epoch [65][1580/2147] lr: 1.707e-01, eta: 7 days, 21:19:54, time: 1.533, data_time: 0.004, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5888, loss_cls: 3.0392, loss: 3.0392, grad_norm: 1.7103 2021-01-21 09:51:05,871 - mmaction - INFO - Epoch [65][1600/2147] lr: 1.707e-01, eta: 7 days, 21:19:15, time: 1.559, data_time: 0.008, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5781, loss_cls: 3.0949, loss: 3.0949, grad_norm: 1.7753 2021-01-21 09:51:34,709 - mmaction - INFO - Epoch [65][1620/2147] lr: 1.707e-01, eta: 7 days, 21:18:29, time: 1.441, data_time: 0.005, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5603, loss_cls: 3.1805, loss: 3.1805, grad_norm: 1.7316 2021-01-21 09:52:09,461 - mmaction - INFO - Epoch [65][1640/2147] lr: 1.707e-01, eta: 7 days, 21:18:00, time: 1.733, data_time: 0.004, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5857, loss_cls: 3.0959, loss: 3.0959, grad_norm: 1.7144 2021-01-21 09:52:40,155 - mmaction - INFO - Epoch [65][1660/2147] lr: 1.707e-01, eta: 7 days, 21:17:20, time: 1.541, data_time: 0.009, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5821, loss_cls: 3.0920, loss: 3.0920, grad_norm: 1.7233 2021-01-21 09:53:11,309 - mmaction - INFO - Epoch [65][1680/2147] lr: 1.707e-01, eta: 7 days, 21:16:41, time: 1.558, data_time: 0.004, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5754, loss_cls: 3.1114, loss: 3.1114, grad_norm: 1.7121 2021-01-21 09:53:42,365 - mmaction - INFO - Epoch [65][1700/2147] lr: 1.707e-01, eta: 7 days, 21:16:01, time: 1.552, data_time: 0.004, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5585, loss_cls: 3.1642, loss: 3.1642, grad_norm: 1.6614 2021-01-21 09:54:12,368 - mmaction - INFO - Epoch [65][1720/2147] lr: 1.707e-01, eta: 7 days, 21:15:19, time: 1.500, data_time: 0.004, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5763, loss_cls: 3.0967, loss: 3.0967, grad_norm: 1.7408 2021-01-21 09:54:40,858 - mmaction - INFO - Epoch [65][1740/2147] lr: 1.707e-01, eta: 7 days, 21:14:32, time: 1.426, data_time: 0.008, memory: 16628, top1_acc: 0.3344, top5_acc: 0.5911, loss_cls: 3.0153, loss: 3.0153, grad_norm: 1.7111 2021-01-21 09:55:11,913 - mmaction - INFO - Epoch [65][1760/2147] lr: 1.707e-01, eta: 7 days, 21:13:52, time: 1.548, data_time: 0.004, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5808, loss_cls: 3.0516, loss: 3.0516, grad_norm: 1.7423 2021-01-21 09:55:42,777 - mmaction - INFO - Epoch [65][1780/2147] lr: 1.707e-01, eta: 7 days, 21:13:12, time: 1.542, data_time: 0.007, memory: 16628, top1_acc: 0.3062, top5_acc: 0.5545, loss_cls: 3.2114, loss: 3.2114, grad_norm: 1.7520 2021-01-21 09:56:13,093 - mmaction - INFO - Epoch [65][1800/2147] lr: 1.707e-01, eta: 7 days, 21:12:30, time: 1.520, data_time: 0.010, memory: 16628, top1_acc: 0.3295, top5_acc: 0.5768, loss_cls: 3.1076, loss: 3.1076, grad_norm: 1.7245 2021-01-21 09:56:42,877 - mmaction - INFO - Epoch [65][1820/2147] lr: 1.707e-01, eta: 7 days, 21:11:47, time: 1.489, data_time: 0.009, memory: 16628, top1_acc: 0.3366, top5_acc: 0.5848, loss_cls: 3.0437, loss: 3.0437, grad_norm: 1.7330 2021-01-21 09:57:14,709 - mmaction - INFO - Epoch [65][1840/2147] lr: 1.707e-01, eta: 7 days, 21:11:10, time: 1.587, data_time: 0.006, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5853, loss_cls: 3.0915, loss: 3.0915, grad_norm: 1.7315 2021-01-21 09:57:43,998 - mmaction - INFO - Epoch [65][1860/2147] lr: 1.707e-01, eta: 7 days, 21:10:25, time: 1.469, data_time: 0.012, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5812, loss_cls: 3.0708, loss: 3.0708, grad_norm: 1.7029 2021-01-21 09:58:13,999 - mmaction - INFO - Epoch [65][1880/2147] lr: 1.707e-01, eta: 7 days, 21:09:43, time: 1.503, data_time: 0.008, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5862, loss_cls: 3.0305, loss: 3.0305, grad_norm: 1.7000 2021-01-21 09:58:45,312 - mmaction - INFO - Epoch [65][1900/2147] lr: 1.707e-01, eta: 7 days, 21:09:04, time: 1.565, data_time: 0.003, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5661, loss_cls: 3.1660, loss: 3.1660, grad_norm: 1.7316 2021-01-21 09:59:13,811 - mmaction - INFO - Epoch [65][1920/2147] lr: 1.707e-01, eta: 7 days, 21:08:17, time: 1.424, data_time: 0.004, memory: 16628, top1_acc: 0.3415, top5_acc: 0.5964, loss_cls: 2.9789, loss: 2.9789, grad_norm: 1.7029 2021-01-21 09:59:45,857 - mmaction - INFO - Epoch [65][1940/2147] lr: 1.707e-01, eta: 7 days, 21:07:40, time: 1.603, data_time: 0.007, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5625, loss_cls: 3.1523, loss: 3.1523, grad_norm: 1.7417 2021-01-21 10:00:19,967 - mmaction - INFO - Epoch [65][1960/2147] lr: 1.707e-01, eta: 7 days, 21:07:09, time: 1.695, data_time: 0.003, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5879, loss_cls: 3.0799, loss: 3.0799, grad_norm: 1.7007 2021-01-21 10:00:48,612 - mmaction - INFO - Epoch [65][1980/2147] lr: 1.707e-01, eta: 7 days, 21:06:23, time: 1.444, data_time: 0.016, memory: 16628, top1_acc: 0.3469, top5_acc: 0.5951, loss_cls: 3.0161, loss: 3.0161, grad_norm: 1.7201 2021-01-21 10:01:17,056 - mmaction - INFO - Epoch [65][2000/2147] lr: 1.707e-01, eta: 7 days, 21:05:36, time: 1.420, data_time: 0.003, memory: 16628, top1_acc: 0.3371, top5_acc: 0.5902, loss_cls: 3.0873, loss: 3.0873, grad_norm: 1.7081 2021-01-21 10:02:02,524 - mmaction - INFO - Epoch [65][2020/2147] lr: 1.707e-01, eta: 7 days, 21:05:38, time: 2.263, data_time: 0.010, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5705, loss_cls: 3.1083, loss: 3.1083, grad_norm: 1.7604 2021-01-21 10:02:33,414 - mmaction - INFO - Epoch [65][2040/2147] lr: 1.707e-01, eta: 7 days, 21:04:59, time: 1.550, data_time: 0.015, memory: 16628, top1_acc: 0.3085, top5_acc: 0.5777, loss_cls: 3.1207, loss: 3.1207, grad_norm: 1.7389 2021-01-21 10:03:01,886 - mmaction - INFO - Epoch [65][2060/2147] lr: 1.707e-01, eta: 7 days, 21:04:12, time: 1.430, data_time: 0.010, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5705, loss_cls: 3.1134, loss: 3.1134, grad_norm: 1.6783 2021-01-21 10:03:31,660 - mmaction - INFO - Epoch [65][2080/2147] lr: 1.707e-01, eta: 7 days, 21:03:29, time: 1.484, data_time: 0.002, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5875, loss_cls: 3.0733, loss: 3.0733, grad_norm: 1.6908 2021-01-21 10:04:00,837 - mmaction - INFO - Epoch [65][2100/2147] lr: 1.707e-01, eta: 7 days, 21:02:44, time: 1.461, data_time: 0.007, memory: 16628, top1_acc: 0.3022, top5_acc: 0.5562, loss_cls: 3.1892, loss: 3.1892, grad_norm: 1.7601 2021-01-21 10:04:31,188 - mmaction - INFO - Epoch [65][2120/2147] lr: 1.707e-01, eta: 7 days, 21:02:02, time: 1.519, data_time: 0.006, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5848, loss_cls: 3.1062, loss: 3.1062, grad_norm: 1.7152 2021-01-21 10:05:02,830 - mmaction - INFO - Epoch [65][2140/2147] lr: 1.707e-01, eta: 7 days, 21:01:25, time: 1.582, data_time: 0.003, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5741, loss_cls: 3.1241, loss: 3.1241, grad_norm: 1.7305 2021-01-21 10:21:29,170 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-21 10:21:29,954 - mmaction - INFO - top1_acc 0.3781 top5_acc 0.6577 2021-01-21 10:21:29,955 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-21 10:21:30,013 - mmaction - INFO - mean_acc 0.3779 2021-01-21 10:21:30,013 - mmaction - INFO - Now best checkpoint is epoch_65.pth 2021-01-21 10:21:30,024 - mmaction - INFO - Epoch(val) [65][2147] top1_acc: 0.3781, top5_acc: 0.6577, mean_class_accuracy: 0.3779 2021-01-21 10:26:01,263 - mmaction - INFO - Epoch [66][20/2147] lr: 1.698e-01, eta: 7 days, 21:11:45, time: 13.558, data_time: 11.888, memory: 16628, top1_acc: 0.3397, top5_acc: 0.5857, loss_cls: 3.0531, loss: 3.0531, grad_norm: 1.7009 2021-01-21 10:26:30,794 - mmaction - INFO - Epoch [66][40/2147] lr: 1.698e-01, eta: 7 days, 21:11:01, time: 1.475, data_time: 0.007, memory: 16628, top1_acc: 0.3433, top5_acc: 0.5915, loss_cls: 3.0138, loss: 3.0138, grad_norm: 1.7672 2021-01-21 10:27:04,644 - mmaction - INFO - Epoch [66][60/2147] lr: 1.698e-01, eta: 7 days, 21:10:29, time: 1.694, data_time: 0.005, memory: 16628, top1_acc: 0.3500, top5_acc: 0.6094, loss_cls: 3.0003, loss: 3.0003, grad_norm: 1.7726 2021-01-21 10:27:34,535 - mmaction - INFO - Epoch [66][80/2147] lr: 1.698e-01, eta: 7 days, 21:09:47, time: 1.495, data_time: 0.004, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5884, loss_cls: 3.0663, loss: 3.0663, grad_norm: 1.7392 2021-01-21 10:28:03,372 - mmaction - INFO - Epoch [66][100/2147] lr: 1.698e-01, eta: 7 days, 21:09:00, time: 1.443, data_time: 0.005, memory: 16628, top1_acc: 0.3330, top5_acc: 0.5835, loss_cls: 3.0938, loss: 3.0938, grad_norm: 1.7377 2021-01-21 10:28:34,068 - mmaction - INFO - Epoch [66][120/2147] lr: 1.698e-01, eta: 7 days, 21:08:20, time: 1.533, data_time: 0.002, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5951, loss_cls: 3.0751, loss: 3.0751, grad_norm: 1.7015 2021-01-21 10:29:02,633 - mmaction - INFO - Epoch [66][140/2147] lr: 1.698e-01, eta: 7 days, 21:07:33, time: 1.431, data_time: 0.005, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5777, loss_cls: 3.1163, loss: 3.1163, grad_norm: 1.7314 2021-01-21 10:29:35,050 - mmaction - INFO - Epoch [66][160/2147] lr: 1.698e-01, eta: 7 days, 21:06:57, time: 1.617, data_time: 0.002, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5634, loss_cls: 3.1121, loss: 3.1121, grad_norm: 1.7460 2021-01-21 10:30:05,655 - mmaction - INFO - Epoch [66][180/2147] lr: 1.698e-01, eta: 7 days, 21:06:17, time: 1.534, data_time: 0.010, memory: 16628, top1_acc: 0.3500, top5_acc: 0.6004, loss_cls: 2.9950, loss: 2.9950, grad_norm: 1.7196 2021-01-21 10:30:35,019 - mmaction - INFO - Epoch [66][200/2147] lr: 1.698e-01, eta: 7 days, 21:05:32, time: 1.468, data_time: 0.002, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5763, loss_cls: 3.0687, loss: 3.0687, grad_norm: 1.7284 2021-01-21 10:31:03,781 - mmaction - INFO - Epoch [66][220/2147] lr: 1.698e-01, eta: 7 days, 21:04:46, time: 1.437, data_time: 0.002, memory: 16628, top1_acc: 0.3321, top5_acc: 0.5701, loss_cls: 3.0933, loss: 3.0933, grad_norm: 1.6866 2021-01-21 10:31:37,383 - mmaction - INFO - Epoch [66][240/2147] lr: 1.698e-01, eta: 7 days, 21:04:14, time: 1.680, data_time: 0.002, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5786, loss_cls: 3.1103, loss: 3.1103, grad_norm: 1.7538 2021-01-21 10:32:12,947 - mmaction - INFO - Epoch [66][260/2147] lr: 1.698e-01, eta: 7 days, 21:03:47, time: 1.774, data_time: 0.008, memory: 16628, top1_acc: 0.3250, top5_acc: 0.5679, loss_cls: 3.1070, loss: 3.1070, grad_norm: 1.7062 2021-01-21 10:32:41,908 - mmaction - INFO - Epoch [66][280/2147] lr: 1.698e-01, eta: 7 days, 21:03:01, time: 1.450, data_time: 0.008, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5759, loss_cls: 3.1491, loss: 3.1491, grad_norm: 1.7154 2021-01-21 10:33:13,786 - mmaction - INFO - Epoch [66][300/2147] lr: 1.698e-01, eta: 7 days, 21:02:25, time: 1.598, data_time: 0.006, memory: 16628, top1_acc: 0.3393, top5_acc: 0.5884, loss_cls: 3.0291, loss: 3.0291, grad_norm: 1.7021 2021-01-21 10:33:45,912 - mmaction - INFO - Epoch [66][320/2147] lr: 1.698e-01, eta: 7 days, 21:01:48, time: 1.603, data_time: 0.003, memory: 16628, top1_acc: 0.3420, top5_acc: 0.5946, loss_cls: 2.9982, loss: 2.9982, grad_norm: 1.7215 2021-01-21 10:34:14,516 - mmaction - INFO - Epoch [66][340/2147] lr: 1.698e-01, eta: 7 days, 21:01:01, time: 1.433, data_time: 0.006, memory: 16628, top1_acc: 0.3299, top5_acc: 0.5888, loss_cls: 3.0513, loss: 3.0513, grad_norm: 1.7571 2021-01-21 10:34:43,374 - mmaction - INFO - Epoch [66][360/2147] lr: 1.698e-01, eta: 7 days, 21:00:15, time: 1.439, data_time: 0.006, memory: 16628, top1_acc: 0.3437, top5_acc: 0.6116, loss_cls: 2.9757, loss: 2.9757, grad_norm: 1.7318 2021-01-21 10:35:12,403 - mmaction - INFO - Epoch [66][380/2147] lr: 1.698e-01, eta: 7 days, 20:59:30, time: 1.455, data_time: 0.005, memory: 16628, top1_acc: 0.3388, top5_acc: 0.5857, loss_cls: 3.0562, loss: 3.0562, grad_norm: 1.7209 2021-01-21 10:35:41,445 - mmaction - INFO - Epoch [66][400/2147] lr: 1.698e-01, eta: 7 days, 20:58:45, time: 1.452, data_time: 0.001, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5705, loss_cls: 3.1368, loss: 3.1368, grad_norm: 1.7275 2021-01-21 10:36:13,749 - mmaction - INFO - Epoch [66][420/2147] lr: 1.698e-01, eta: 7 days, 20:58:08, time: 1.609, data_time: 0.004, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5705, loss_cls: 3.0797, loss: 3.0797, grad_norm: 1.7399 2021-01-21 10:36:49,750 - mmaction - INFO - Epoch [66][440/2147] lr: 1.698e-01, eta: 7 days, 20:57:43, time: 1.790, data_time: 0.017, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5821, loss_cls: 3.0779, loss: 3.0779, grad_norm: 1.7399 2021-01-21 10:37:18,605 - mmaction - INFO - Epoch [66][460/2147] lr: 1.698e-01, eta: 7 days, 20:56:58, time: 1.458, data_time: 0.023, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5866, loss_cls: 3.0638, loss: 3.0638, grad_norm: 1.7589 2021-01-21 10:37:48,429 - mmaction - INFO - Epoch [66][480/2147] lr: 1.698e-01, eta: 7 days, 20:56:14, time: 1.490, data_time: 0.005, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5839, loss_cls: 3.0656, loss: 3.0656, grad_norm: 1.7604 2021-01-21 10:38:17,510 - mmaction - INFO - Epoch [66][500/2147] lr: 1.698e-01, eta: 7 days, 20:55:29, time: 1.456, data_time: 0.009, memory: 16628, top1_acc: 0.3250, top5_acc: 0.5705, loss_cls: 3.1043, loss: 3.1043, grad_norm: 1.7583 2021-01-21 10:38:46,141 - mmaction - INFO - Epoch [66][520/2147] lr: 1.698e-01, eta: 7 days, 20:54:43, time: 1.432, data_time: 0.004, memory: 16628, top1_acc: 0.3402, top5_acc: 0.5737, loss_cls: 3.0996, loss: 3.0996, grad_norm: 1.6863 2021-01-21 10:39:17,285 - mmaction - INFO - Epoch [66][540/2147] lr: 1.698e-01, eta: 7 days, 20:54:03, time: 1.557, data_time: 0.005, memory: 16628, top1_acc: 0.3406, top5_acc: 0.6031, loss_cls: 3.0418, loss: 3.0418, grad_norm: 1.7433 2021-01-21 10:39:46,824 - mmaction - INFO - Epoch [66][560/2147] lr: 1.698e-01, eta: 7 days, 20:53:19, time: 1.476, data_time: 0.002, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5652, loss_cls: 3.1617, loss: 3.1617, grad_norm: 1.7043 2021-01-21 10:40:18,036 - mmaction - INFO - Epoch [66][580/2147] lr: 1.698e-01, eta: 7 days, 20:52:40, time: 1.560, data_time: 0.003, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5835, loss_cls: 3.1024, loss: 3.1024, grad_norm: 1.6949 2021-01-21 10:40:46,453 - mmaction - INFO - Epoch [66][600/2147] lr: 1.698e-01, eta: 7 days, 20:51:53, time: 1.423, data_time: 0.006, memory: 16628, top1_acc: 0.3393, top5_acc: 0.5790, loss_cls: 3.0400, loss: 3.0400, grad_norm: 1.7114 2021-01-21 10:41:19,559 - mmaction - INFO - Epoch [66][620/2147] lr: 1.698e-01, eta: 7 days, 20:51:20, time: 1.654, data_time: 0.001, memory: 16628, top1_acc: 0.3384, top5_acc: 0.5915, loss_cls: 3.0228, loss: 3.0228, grad_norm: 1.7456 2021-01-21 10:42:02,659 - mmaction - INFO - Epoch [66][640/2147] lr: 1.698e-01, eta: 7 days, 20:51:15, time: 2.149, data_time: 0.004, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5821, loss_cls: 3.1089, loss: 3.1089, grad_norm: 1.7147 2021-01-21 10:42:34,120 - mmaction - INFO - Epoch [66][660/2147] lr: 1.698e-01, eta: 7 days, 20:50:37, time: 1.576, data_time: 0.015, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5839, loss_cls: 3.0518, loss: 3.0518, grad_norm: 1.7390 2021-01-21 10:43:04,048 - mmaction - INFO - Epoch [66][680/2147] lr: 1.698e-01, eta: 7 days, 20:49:54, time: 1.499, data_time: 0.007, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5888, loss_cls: 3.0387, loss: 3.0387, grad_norm: 1.7522 2021-01-21 10:43:35,702 - mmaction - INFO - Epoch [66][700/2147] lr: 1.698e-01, eta: 7 days, 20:49:16, time: 1.579, data_time: 0.017, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5848, loss_cls: 3.0867, loss: 3.0867, grad_norm: 1.7917 2021-01-21 10:44:04,320 - mmaction - INFO - Epoch [66][720/2147] lr: 1.698e-01, eta: 7 days, 20:48:30, time: 1.435, data_time: 0.007, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5768, loss_cls: 3.0979, loss: 3.0979, grad_norm: 1.7628 2021-01-21 10:44:33,408 - mmaction - INFO - Epoch [66][740/2147] lr: 1.698e-01, eta: 7 days, 20:47:44, time: 1.452, data_time: 0.008, memory: 16628, top1_acc: 0.3375, top5_acc: 0.6045, loss_cls: 3.0357, loss: 3.0357, grad_norm: 1.7041 2021-01-21 10:45:04,939 - mmaction - INFO - Epoch [66][760/2147] lr: 1.698e-01, eta: 7 days, 20:47:06, time: 1.578, data_time: 0.006, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5862, loss_cls: 3.0706, loss: 3.0706, grad_norm: 1.7307 2021-01-21 10:45:34,983 - mmaction - INFO - Epoch [66][780/2147] lr: 1.698e-01, eta: 7 days, 20:46:24, time: 1.503, data_time: 0.003, memory: 16628, top1_acc: 0.3330, top5_acc: 0.5763, loss_cls: 3.1040, loss: 3.1040, grad_norm: 1.7106 2021-01-21 10:46:07,990 - mmaction - INFO - Epoch [66][800/2147] lr: 1.698e-01, eta: 7 days, 20:45:50, time: 1.644, data_time: 0.002, memory: 16628, top1_acc: 0.3299, top5_acc: 0.6000, loss_cls: 2.9854, loss: 2.9854, grad_norm: 1.7257 2021-01-21 10:46:36,915 - mmaction - INFO - Epoch [66][820/2147] lr: 1.698e-01, eta: 7 days, 20:45:05, time: 1.450, data_time: 0.009, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5701, loss_cls: 3.1515, loss: 3.1515, grad_norm: 1.7377 2021-01-21 10:47:06,718 - mmaction - INFO - Epoch [66][840/2147] lr: 1.698e-01, eta: 7 days, 20:44:21, time: 1.491, data_time: 0.003, memory: 16628, top1_acc: 0.3375, top5_acc: 0.5786, loss_cls: 3.0660, loss: 3.0660, grad_norm: 1.7271 2021-01-21 10:47:35,135 - mmaction - INFO - Epoch [66][860/2147] lr: 1.698e-01, eta: 7 days, 20:43:34, time: 1.422, data_time: 0.003, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5777, loss_cls: 3.0927, loss: 3.0927, grad_norm: 1.7449 2021-01-21 10:48:04,486 - mmaction - INFO - Epoch [66][880/2147] lr: 1.698e-01, eta: 7 days, 20:42:50, time: 1.462, data_time: 0.003, memory: 16628, top1_acc: 0.3464, top5_acc: 0.5942, loss_cls: 3.0388, loss: 3.0388, grad_norm: 1.7551 2021-01-21 10:48:35,354 - mmaction - INFO - Epoch [66][900/2147] lr: 1.698e-01, eta: 7 days, 20:42:10, time: 1.550, data_time: 0.010, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5844, loss_cls: 3.0810, loss: 3.0810, grad_norm: 1.7382 2021-01-21 10:49:04,394 - mmaction - INFO - Epoch [66][920/2147] lr: 1.698e-01, eta: 7 days, 20:41:25, time: 1.451, data_time: 0.001, memory: 16628, top1_acc: 0.3321, top5_acc: 0.5951, loss_cls: 3.0204, loss: 3.0204, grad_norm: 1.7357 2021-01-21 10:49:34,473 - mmaction - INFO - Epoch [66][940/2147] lr: 1.698e-01, eta: 7 days, 20:40:42, time: 1.505, data_time: 0.002, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5799, loss_cls: 3.0929, loss: 3.0929, grad_norm: 1.7479 2021-01-21 10:50:06,964 - mmaction - INFO - Epoch [66][960/2147] lr: 1.698e-01, eta: 7 days, 20:40:07, time: 1.624, data_time: 0.002, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5723, loss_cls: 3.1186, loss: 3.1186, grad_norm: 1.7505 2021-01-21 10:50:35,685 - mmaction - INFO - Epoch [66][980/2147] lr: 1.698e-01, eta: 7 days, 20:39:21, time: 1.436, data_time: 0.003, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5612, loss_cls: 3.2021, loss: 3.2021, grad_norm: 1.7159 2021-01-21 10:51:04,155 - mmaction - INFO - Epoch [66][1000/2147] lr: 1.698e-01, eta: 7 days, 20:38:34, time: 1.421, data_time: 0.002, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5848, loss_cls: 3.0861, loss: 3.0861, grad_norm: 1.6898 2021-01-21 10:51:38,764 - mmaction - INFO - Epoch [66][1020/2147] lr: 1.698e-01, eta: 7 days, 20:38:02, time: 1.689, data_time: 0.007, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5853, loss_cls: 3.0942, loss: 3.0942, grad_norm: 1.7340 2021-01-21 10:52:10,900 - mmaction - INFO - Epoch [66][1040/2147] lr: 1.698e-01, eta: 7 days, 20:37:28, time: 1.651, data_time: 0.046, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5839, loss_cls: 3.1049, loss: 3.1049, grad_norm: 1.7256 2021-01-21 10:52:39,808 - mmaction - INFO - Epoch [66][1060/2147] lr: 1.698e-01, eta: 7 days, 20:36:43, time: 1.444, data_time: 0.008, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5687, loss_cls: 3.0896, loss: 3.0896, grad_norm: 1.7258 2021-01-21 10:53:09,249 - mmaction - INFO - Epoch [66][1080/2147] lr: 1.698e-01, eta: 7 days, 20:35:58, time: 1.471, data_time: 0.004, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5746, loss_cls: 3.0973, loss: 3.0973, grad_norm: 1.7661 2021-01-21 10:53:42,044 - mmaction - INFO - Epoch [66][1100/2147] lr: 1.698e-01, eta: 7 days, 20:35:24, time: 1.641, data_time: 0.007, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5723, loss_cls: 3.1497, loss: 3.1497, grad_norm: 1.7393 2021-01-21 10:54:10,734 - mmaction - INFO - Epoch [66][1120/2147] lr: 1.698e-01, eta: 7 days, 20:34:38, time: 1.433, data_time: 0.003, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5665, loss_cls: 3.1800, loss: 3.1800, grad_norm: 1.7283 2021-01-21 10:54:42,719 - mmaction - INFO - Epoch [66][1140/2147] lr: 1.698e-01, eta: 7 days, 20:34:01, time: 1.601, data_time: 0.006, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5674, loss_cls: 3.1026, loss: 3.1026, grad_norm: 1.6999 2021-01-21 10:55:12,423 - mmaction - INFO - Epoch [66][1160/2147] lr: 1.698e-01, eta: 7 days, 20:33:18, time: 1.486, data_time: 0.057, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5786, loss_cls: 3.0763, loss: 3.0763, grad_norm: 1.6726 2021-01-21 10:55:40,892 - mmaction - INFO - Epoch [66][1180/2147] lr: 1.698e-01, eta: 7 days, 20:32:31, time: 1.423, data_time: 0.002, memory: 16628, top1_acc: 0.3335, top5_acc: 0.6013, loss_cls: 3.0466, loss: 3.0466, grad_norm: 1.7150 2021-01-21 10:56:09,312 - mmaction - INFO - Epoch [66][1200/2147] lr: 1.698e-01, eta: 7 days, 20:31:44, time: 1.421, data_time: 0.004, memory: 16628, top1_acc: 0.3321, top5_acc: 0.5862, loss_cls: 3.1032, loss: 3.1032, grad_norm: 1.7097 2021-01-21 10:56:39,415 - mmaction - INFO - Epoch [66][1220/2147] lr: 1.698e-01, eta: 7 days, 20:31:01, time: 1.504, data_time: 0.003, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5790, loss_cls: 3.0938, loss: 3.0938, grad_norm: 1.7088 2021-01-21 10:57:13,904 - mmaction - INFO - Epoch [66][1240/2147] lr: 1.698e-01, eta: 7 days, 20:30:32, time: 1.724, data_time: 0.003, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5795, loss_cls: 3.0132, loss: 3.0132, grad_norm: 1.7541 2021-01-21 10:57:42,472 - mmaction - INFO - Epoch [66][1260/2147] lr: 1.698e-01, eta: 7 days, 20:29:45, time: 1.430, data_time: 0.003, memory: 16628, top1_acc: 0.3424, top5_acc: 0.5991, loss_cls: 3.0004, loss: 3.0004, grad_norm: 1.7278 2021-01-21 10:58:13,297 - mmaction - INFO - Epoch [66][1280/2147] lr: 1.698e-01, eta: 7 days, 20:29:05, time: 1.539, data_time: 0.002, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5754, loss_cls: 3.0964, loss: 3.0964, grad_norm: 1.7149 2021-01-21 10:58:41,818 - mmaction - INFO - Epoch [66][1300/2147] lr: 1.698e-01, eta: 7 days, 20:28:18, time: 1.426, data_time: 0.006, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5862, loss_cls: 3.1024, loss: 3.1024, grad_norm: 1.7133 2021-01-21 10:59:10,691 - mmaction - INFO - Epoch [66][1320/2147] lr: 1.698e-01, eta: 7 days, 20:27:33, time: 1.446, data_time: 0.004, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5768, loss_cls: 3.1039, loss: 3.1039, grad_norm: 1.7032 2021-01-21 10:59:41,347 - mmaction - INFO - Epoch [66][1340/2147] lr: 1.698e-01, eta: 7 days, 20:26:52, time: 1.530, data_time: 0.004, memory: 16628, top1_acc: 0.3357, top5_acc: 0.5853, loss_cls: 3.1225, loss: 3.1225, grad_norm: 1.7265 2021-01-21 11:00:10,271 - mmaction - INFO - Epoch [66][1360/2147] lr: 1.698e-01, eta: 7 days, 20:26:07, time: 1.447, data_time: 0.004, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5812, loss_cls: 3.0828, loss: 3.0828, grad_norm: 1.7345 2021-01-21 11:00:39,606 - mmaction - INFO - Epoch [66][1380/2147] lr: 1.698e-01, eta: 7 days, 20:25:22, time: 1.466, data_time: 0.006, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5652, loss_cls: 3.1610, loss: 3.1610, grad_norm: 1.7542 2021-01-21 11:01:08,213 - mmaction - INFO - Epoch [66][1400/2147] lr: 1.698e-01, eta: 7 days, 20:24:36, time: 1.430, data_time: 0.004, memory: 16628, top1_acc: 0.3281, top5_acc: 0.5857, loss_cls: 3.0190, loss: 3.0190, grad_norm: 1.6986 2021-01-21 11:01:37,669 - mmaction - INFO - Epoch [66][1420/2147] lr: 1.698e-01, eta: 7 days, 20:23:52, time: 1.473, data_time: 0.004, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5616, loss_cls: 3.1150, loss: 3.1150, grad_norm: 1.6983 2021-01-21 11:02:10,530 - mmaction - INFO - Epoch [66][1440/2147] lr: 1.698e-01, eta: 7 days, 20:23:18, time: 1.645, data_time: 0.004, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5839, loss_cls: 3.0697, loss: 3.0697, grad_norm: 1.6976 2021-01-21 11:02:39,162 - mmaction - INFO - Epoch [66][1460/2147] lr: 1.698e-01, eta: 7 days, 20:22:31, time: 1.430, data_time: 0.008, memory: 16628, top1_acc: 0.3326, top5_acc: 0.6009, loss_cls: 3.0434, loss: 3.0434, grad_norm: 1.7655 2021-01-21 11:03:09,148 - mmaction - INFO - Epoch [66][1480/2147] lr: 1.698e-01, eta: 7 days, 20:21:49, time: 1.502, data_time: 0.004, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5804, loss_cls: 3.1158, loss: 3.1158, grad_norm: 1.7562 2021-01-21 11:03:40,040 - mmaction - INFO - Epoch [66][1500/2147] lr: 1.698e-01, eta: 7 days, 20:21:09, time: 1.543, data_time: 0.001, memory: 16628, top1_acc: 0.3299, top5_acc: 0.5978, loss_cls: 3.0329, loss: 3.0329, grad_norm: 1.7237 2021-01-21 11:04:08,968 - mmaction - INFO - Epoch [66][1520/2147] lr: 1.698e-01, eta: 7 days, 20:20:23, time: 1.445, data_time: 0.002, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5812, loss_cls: 3.1224, loss: 3.1224, grad_norm: 1.7548 2021-01-21 11:04:37,523 - mmaction - INFO - Epoch [66][1540/2147] lr: 1.698e-01, eta: 7 days, 20:19:37, time: 1.429, data_time: 0.005, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5826, loss_cls: 3.1383, loss: 3.1383, grad_norm: 1.7299 2021-01-21 11:05:09,504 - mmaction - INFO - Epoch [66][1560/2147] lr: 1.698e-01, eta: 7 days, 20:19:00, time: 1.597, data_time: 0.003, memory: 16628, top1_acc: 0.3330, top5_acc: 0.5652, loss_cls: 3.1049, loss: 3.1049, grad_norm: 1.7042 2021-01-21 11:05:40,772 - mmaction - INFO - Epoch [66][1580/2147] lr: 1.698e-01, eta: 7 days, 20:18:21, time: 1.566, data_time: 0.005, memory: 16628, top1_acc: 0.3379, top5_acc: 0.5813, loss_cls: 3.1051, loss: 3.1051, grad_norm: 1.7882 2021-01-21 11:06:09,257 - mmaction - INFO - Epoch [66][1600/2147] lr: 1.698e-01, eta: 7 days, 20:17:34, time: 1.421, data_time: 0.002, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5665, loss_cls: 3.1295, loss: 3.1295, grad_norm: 1.7386 2021-01-21 11:06:38,010 - mmaction - INFO - Epoch [66][1620/2147] lr: 1.698e-01, eta: 7 days, 20:16:48, time: 1.441, data_time: 0.009, memory: 16628, top1_acc: 0.3594, top5_acc: 0.5906, loss_cls: 3.0119, loss: 3.0119, grad_norm: 1.7128 2021-01-21 11:07:10,375 - mmaction - INFO - Epoch [66][1640/2147] lr: 1.698e-01, eta: 7 days, 20:16:13, time: 1.617, data_time: 0.002, memory: 16628, top1_acc: 0.3299, top5_acc: 0.5848, loss_cls: 3.1157, loss: 3.1157, grad_norm: 1.7171 2021-01-21 11:07:40,983 - mmaction - INFO - Epoch [66][1660/2147] lr: 1.698e-01, eta: 7 days, 20:15:32, time: 1.530, data_time: 0.002, memory: 16628, top1_acc: 0.3379, top5_acc: 0.5781, loss_cls: 3.0921, loss: 3.0921, grad_norm: 1.6709 2021-01-21 11:08:10,272 - mmaction - INFO - Epoch [66][1680/2147] lr: 1.698e-01, eta: 7 days, 20:14:48, time: 1.464, data_time: 0.003, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5844, loss_cls: 3.0618, loss: 3.0618, grad_norm: 1.7544 2021-01-21 11:08:38,825 - mmaction - INFO - Epoch [66][1700/2147] lr: 1.698e-01, eta: 7 days, 20:14:01, time: 1.428, data_time: 0.005, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5871, loss_cls: 3.0795, loss: 3.0795, grad_norm: 1.7684 2021-01-21 11:09:09,262 - mmaction - INFO - Epoch [66][1720/2147] lr: 1.698e-01, eta: 7 days, 20:13:20, time: 1.523, data_time: 0.003, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5768, loss_cls: 3.1310, loss: 3.1310, grad_norm: 1.7296 2021-01-21 11:09:40,450 - mmaction - INFO - Epoch [66][1740/2147] lr: 1.698e-01, eta: 7 days, 20:12:41, time: 1.556, data_time: 0.002, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5603, loss_cls: 3.1355, loss: 3.1355, grad_norm: 1.7042 2021-01-21 11:10:11,216 - mmaction - INFO - Epoch [66][1760/2147] lr: 1.698e-01, eta: 7 days, 20:12:01, time: 1.543, data_time: 0.006, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5625, loss_cls: 3.1396, loss: 3.1396, grad_norm: 1.7458 2021-01-21 11:10:45,030 - mmaction - INFO - Epoch [66][1780/2147] lr: 1.698e-01, eta: 7 days, 20:11:29, time: 1.689, data_time: 0.005, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5781, loss_cls: 3.0806, loss: 3.0806, grad_norm: 1.7103 2021-01-21 11:11:13,599 - mmaction - INFO - Epoch [66][1800/2147] lr: 1.698e-01, eta: 7 days, 20:10:43, time: 1.430, data_time: 0.006, memory: 16628, top1_acc: 0.3063, top5_acc: 0.5563, loss_cls: 3.2132, loss: 3.2132, grad_norm: 1.7533 2021-01-21 11:11:45,201 - mmaction - INFO - Epoch [66][1820/2147] lr: 1.698e-01, eta: 7 days, 20:10:05, time: 1.578, data_time: 0.002, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5795, loss_cls: 3.0982, loss: 3.0982, grad_norm: 1.7332 2021-01-21 11:12:14,513 - mmaction - INFO - Epoch [66][1840/2147] lr: 1.698e-01, eta: 7 days, 20:09:21, time: 1.468, data_time: 0.009, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5741, loss_cls: 3.0987, loss: 3.0987, grad_norm: 1.7336 2021-01-21 11:12:43,132 - mmaction - INFO - Epoch [66][1860/2147] lr: 1.698e-01, eta: 7 days, 20:08:34, time: 1.430, data_time: 0.003, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5871, loss_cls: 3.0438, loss: 3.0438, grad_norm: 1.7276 2021-01-21 11:13:11,738 - mmaction - INFO - Epoch [66][1880/2147] lr: 1.698e-01, eta: 7 days, 20:07:48, time: 1.431, data_time: 0.002, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5701, loss_cls: 3.1055, loss: 3.1055, grad_norm: 1.7463 2021-01-21 11:13:42,050 - mmaction - INFO - Epoch [66][1900/2147] lr: 1.698e-01, eta: 7 days, 20:07:07, time: 1.515, data_time: 0.002, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5670, loss_cls: 3.1487, loss: 3.1487, grad_norm: 1.7139 2021-01-21 11:14:10,515 - mmaction - INFO - Epoch [66][1920/2147] lr: 1.698e-01, eta: 7 days, 20:06:20, time: 1.424, data_time: 0.008, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5710, loss_cls: 3.0877, loss: 3.0877, grad_norm: 1.7247 2021-01-21 11:14:39,272 - mmaction - INFO - Epoch [66][1940/2147] lr: 1.698e-01, eta: 7 days, 20:05:33, time: 1.432, data_time: 0.003, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5634, loss_cls: 3.1124, loss: 3.1124, grad_norm: 1.7429 2021-01-21 11:15:11,767 - mmaction - INFO - Epoch [66][1960/2147] lr: 1.698e-01, eta: 7 days, 20:04:59, time: 1.629, data_time: 0.014, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5746, loss_cls: 3.1045, loss: 3.1045, grad_norm: 1.7078 2021-01-21 11:15:45,352 - mmaction - INFO - Epoch [66][1980/2147] lr: 1.698e-01, eta: 7 days, 20:04:27, time: 1.682, data_time: 0.010, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5804, loss_cls: 3.0884, loss: 3.0884, grad_norm: 1.7512 2021-01-21 11:16:15,642 - mmaction - INFO - Epoch [66][2000/2147] lr: 1.698e-01, eta: 7 days, 20:03:45, time: 1.511, data_time: 0.002, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5634, loss_cls: 3.1447, loss: 3.1447, grad_norm: 1.7128 2021-01-21 11:16:50,093 - mmaction - INFO - Epoch [66][2020/2147] lr: 1.698e-01, eta: 7 days, 20:03:15, time: 1.724, data_time: 0.007, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5790, loss_cls: 3.1410, loss: 3.1410, grad_norm: 1.7142 2021-01-21 11:17:20,804 - mmaction - INFO - Epoch [66][2040/2147] lr: 1.698e-01, eta: 7 days, 20:02:35, time: 1.537, data_time: 0.005, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5562, loss_cls: 3.2355, loss: 3.2355, grad_norm: 1.7215 2021-01-21 11:17:49,683 - mmaction - INFO - Epoch [66][2060/2147] lr: 1.698e-01, eta: 7 days, 20:01:50, time: 1.441, data_time: 0.003, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5670, loss_cls: 3.1382, loss: 3.1382, grad_norm: 1.7301 2021-01-21 11:18:20,045 - mmaction - INFO - Epoch [66][2080/2147] lr: 1.698e-01, eta: 7 days, 20:01:08, time: 1.522, data_time: 0.005, memory: 16628, top1_acc: 0.3250, top5_acc: 0.5799, loss_cls: 3.0852, loss: 3.0852, grad_norm: 1.7386 2021-01-21 11:18:49,422 - mmaction - INFO - Epoch [66][2100/2147] lr: 1.698e-01, eta: 7 days, 20:00:24, time: 1.467, data_time: 0.004, memory: 16628, top1_acc: 0.3321, top5_acc: 0.5893, loss_cls: 3.0622, loss: 3.0622, grad_norm: 1.7930 2021-01-21 11:19:20,319 - mmaction - INFO - Epoch [66][2120/2147] lr: 1.698e-01, eta: 7 days, 19:59:45, time: 1.546, data_time: 0.003, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5692, loss_cls: 3.1418, loss: 3.1418, grad_norm: 1.6984 2021-01-21 11:19:49,003 - mmaction - INFO - Epoch [66][2140/2147] lr: 1.698e-01, eta: 7 days, 19:58:58, time: 1.431, data_time: 0.004, memory: 16628, top1_acc: 0.3299, top5_acc: 0.5746, loss_cls: 3.1059, loss: 3.1059, grad_norm: 1.7269 2021-01-21 11:24:26,552 - mmaction - INFO - Epoch [67][20/2147] lr: 1.690e-01, eta: 7 days, 20:08:13, time: 12.659, data_time: 11.083, memory: 16628, top1_acc: 0.3371, top5_acc: 0.5902, loss_cls: 2.9982, loss: 2.9982, grad_norm: 1.7031 2021-01-21 11:24:57,740 - mmaction - INFO - Epoch [67][40/2147] lr: 1.690e-01, eta: 7 days, 20:07:34, time: 1.562, data_time: 0.011, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5902, loss_cls: 3.0651, loss: 3.0651, grad_norm: 1.7234 2021-01-21 11:25:26,570 - mmaction - INFO - Epoch [67][60/2147] lr: 1.690e-01, eta: 7 days, 20:06:49, time: 1.441, data_time: 0.003, memory: 16628, top1_acc: 0.3344, top5_acc: 0.5844, loss_cls: 3.0722, loss: 3.0722, grad_norm: 1.7770 2021-01-21 11:25:57,464 - mmaction - INFO - Epoch [67][80/2147] lr: 1.690e-01, eta: 7 days, 20:06:08, time: 1.541, data_time: 0.005, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5978, loss_cls: 3.0790, loss: 3.0790, grad_norm: 1.7371 2021-01-21 11:26:28,182 - mmaction - INFO - Epoch [67][100/2147] lr: 1.690e-01, eta: 7 days, 20:05:28, time: 1.539, data_time: 0.009, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5692, loss_cls: 3.1204, loss: 3.1204, grad_norm: 1.7492 2021-01-21 11:27:03,478 - mmaction - INFO - Epoch [67][120/2147] lr: 1.690e-01, eta: 7 days, 20:05:01, time: 1.765, data_time: 0.008, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5826, loss_cls: 3.0723, loss: 3.0723, grad_norm: 1.7469 2021-01-21 11:27:32,302 - mmaction - INFO - Epoch [67][140/2147] lr: 1.690e-01, eta: 7 days, 20:04:15, time: 1.442, data_time: 0.003, memory: 16628, top1_acc: 0.3295, top5_acc: 0.5839, loss_cls: 3.0454, loss: 3.0454, grad_norm: 1.7310 2021-01-21 11:28:01,598 - mmaction - INFO - Epoch [67][160/2147] lr: 1.690e-01, eta: 7 days, 20:03:31, time: 1.465, data_time: 0.003, memory: 16628, top1_acc: 0.3384, top5_acc: 0.5906, loss_cls: 2.9994, loss: 2.9994, grad_norm: 1.6953 2021-01-21 11:28:30,104 - mmaction - INFO - Epoch [67][180/2147] lr: 1.690e-01, eta: 7 days, 20:02:44, time: 1.426, data_time: 0.002, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5656, loss_cls: 3.1587, loss: 3.1587, grad_norm: 1.7686 2021-01-21 11:28:58,771 - mmaction - INFO - Epoch [67][200/2147] lr: 1.690e-01, eta: 7 days, 20:01:58, time: 1.433, data_time: 0.003, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5728, loss_cls: 3.1252, loss: 3.1252, grad_norm: 1.7121 2021-01-21 11:29:30,088 - mmaction - INFO - Epoch [67][220/2147] lr: 1.690e-01, eta: 7 days, 20:01:19, time: 1.564, data_time: 0.008, memory: 16628, top1_acc: 0.3004, top5_acc: 0.5576, loss_cls: 3.1894, loss: 3.1894, grad_norm: 1.7403 2021-01-21 11:29:59,122 - mmaction - INFO - Epoch [67][240/2147] lr: 1.690e-01, eta: 7 days, 20:00:34, time: 1.454, data_time: 0.010, memory: 16628, top1_acc: 0.3366, top5_acc: 0.5991, loss_cls: 3.0294, loss: 3.0294, grad_norm: 1.6997 2021-01-21 11:30:28,162 - mmaction - INFO - Epoch [67][260/2147] lr: 1.690e-01, eta: 7 days, 19:59:49, time: 1.452, data_time: 0.002, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5951, loss_cls: 3.0489, loss: 3.0489, grad_norm: 1.7374 2021-01-21 11:30:56,959 - mmaction - INFO - Epoch [67][280/2147] lr: 1.690e-01, eta: 7 days, 19:59:03, time: 1.439, data_time: 0.003, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5879, loss_cls: 3.0316, loss: 3.0316, grad_norm: 1.7053 2021-01-21 11:31:26,702 - mmaction - INFO - Epoch [67][300/2147] lr: 1.690e-01, eta: 7 days, 19:58:20, time: 1.486, data_time: 0.003, memory: 16628, top1_acc: 0.3429, top5_acc: 0.6009, loss_cls: 3.0160, loss: 3.0160, grad_norm: 1.7281 2021-01-21 11:31:59,833 - mmaction - INFO - Epoch [67][320/2147] lr: 1.690e-01, eta: 7 days, 19:57:46, time: 1.654, data_time: 0.005, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5924, loss_cls: 3.0946, loss: 3.0946, grad_norm: 1.7320 2021-01-21 11:32:30,058 - mmaction - INFO - Epoch [67][340/2147] lr: 1.690e-01, eta: 7 days, 19:57:05, time: 1.515, data_time: 0.006, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5933, loss_cls: 3.0635, loss: 3.0635, grad_norm: 1.7421 2021-01-21 11:33:00,220 - mmaction - INFO - Epoch [67][360/2147] lr: 1.690e-01, eta: 7 days, 19:56:23, time: 1.506, data_time: 0.005, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5929, loss_cls: 3.0868, loss: 3.0868, grad_norm: 1.8161 2021-01-21 11:33:30,236 - mmaction - INFO - Epoch [67][380/2147] lr: 1.690e-01, eta: 7 days, 19:55:41, time: 1.502, data_time: 0.004, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5951, loss_cls: 3.0225, loss: 3.0225, grad_norm: 1.7192 2021-01-21 11:33:59,121 - mmaction - INFO - Epoch [67][400/2147] lr: 1.690e-01, eta: 7 days, 19:54:55, time: 1.444, data_time: 0.004, memory: 16628, top1_acc: 0.3388, top5_acc: 0.5862, loss_cls: 3.0236, loss: 3.0236, grad_norm: 1.7491 2021-01-21 11:34:30,091 - mmaction - INFO - Epoch [67][420/2147] lr: 1.690e-01, eta: 7 days, 19:54:15, time: 1.549, data_time: 0.006, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5991, loss_cls: 3.0573, loss: 3.0573, grad_norm: 1.8033 2021-01-21 11:34:58,835 - mmaction - INFO - Epoch [67][440/2147] lr: 1.690e-01, eta: 7 days, 19:53:29, time: 1.436, data_time: 0.005, memory: 16628, top1_acc: 0.3455, top5_acc: 0.5920, loss_cls: 3.0204, loss: 3.0204, grad_norm: 1.7277 2021-01-21 11:35:29,333 - mmaction - INFO - Epoch [67][460/2147] lr: 1.690e-01, eta: 7 days, 19:52:48, time: 1.525, data_time: 0.004, memory: 16628, top1_acc: 0.3250, top5_acc: 0.5857, loss_cls: 3.0977, loss: 3.0977, grad_norm: 1.7216 2021-01-21 11:35:58,029 - mmaction - INFO - Epoch [67][480/2147] lr: 1.690e-01, eta: 7 days, 19:52:02, time: 1.438, data_time: 0.005, memory: 16628, top1_acc: 0.2946, top5_acc: 0.5621, loss_cls: 3.1634, loss: 3.1634, grad_norm: 1.7293 2021-01-21 11:36:26,730 - mmaction - INFO - Epoch [67][500/2147] lr: 1.690e-01, eta: 7 days, 19:51:16, time: 1.435, data_time: 0.002, memory: 16628, top1_acc: 0.3250, top5_acc: 0.5906, loss_cls: 3.0452, loss: 3.0452, grad_norm: 1.7287 2021-01-21 11:36:57,943 - mmaction - INFO - Epoch [67][520/2147] lr: 1.690e-01, eta: 7 days, 19:50:37, time: 1.560, data_time: 0.003, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5741, loss_cls: 3.1319, loss: 3.1319, grad_norm: 1.7379 2021-01-21 11:37:27,314 - mmaction - INFO - Epoch [67][540/2147] lr: 1.690e-01, eta: 7 days, 19:49:53, time: 1.469, data_time: 0.003, memory: 16628, top1_acc: 0.3330, top5_acc: 0.5933, loss_cls: 3.0414, loss: 3.0414, grad_norm: 1.6798 2021-01-21 11:37:57,064 - mmaction - INFO - Epoch [67][560/2147] lr: 1.690e-01, eta: 7 days, 19:49:10, time: 1.488, data_time: 0.003, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5817, loss_cls: 3.0969, loss: 3.0969, grad_norm: 1.7617 2021-01-21 11:38:28,694 - mmaction - INFO - Epoch [67][580/2147] lr: 1.690e-01, eta: 7 days, 19:48:32, time: 1.579, data_time: 0.002, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5763, loss_cls: 3.1115, loss: 3.1115, grad_norm: 1.7697 2021-01-21 11:38:57,691 - mmaction - INFO - Epoch [67][600/2147] lr: 1.690e-01, eta: 7 days, 19:47:47, time: 1.449, data_time: 0.005, memory: 16628, top1_acc: 0.3312, top5_acc: 0.6054, loss_cls: 3.0492, loss: 3.0492, grad_norm: 1.7762 2021-01-21 11:39:29,356 - mmaction - INFO - Epoch [67][620/2147] lr: 1.690e-01, eta: 7 days, 19:47:10, time: 1.582, data_time: 0.007, memory: 16628, top1_acc: 0.3487, top5_acc: 0.5964, loss_cls: 3.0100, loss: 3.0100, grad_norm: 1.7060 2021-01-21 11:39:58,542 - mmaction - INFO - Epoch [67][640/2147] lr: 1.690e-01, eta: 7 days, 19:46:25, time: 1.463, data_time: 0.007, memory: 16628, top1_acc: 0.3366, top5_acc: 0.5973, loss_cls: 3.0319, loss: 3.0319, grad_norm: 1.7214 2021-01-21 11:40:28,440 - mmaction - INFO - Epoch [67][660/2147] lr: 1.690e-01, eta: 7 days, 19:45:43, time: 1.496, data_time: 0.003, memory: 16628, top1_acc: 0.3330, top5_acc: 0.6031, loss_cls: 3.0116, loss: 3.0116, grad_norm: 1.7744 2021-01-21 11:40:59,273 - mmaction - INFO - Epoch [67][680/2147] lr: 1.690e-01, eta: 7 days, 19:45:02, time: 1.536, data_time: 0.006, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5634, loss_cls: 3.2012, loss: 3.2012, grad_norm: 1.7250 2021-01-21 11:41:28,846 - mmaction - INFO - Epoch [67][700/2147] lr: 1.690e-01, eta: 7 days, 19:44:19, time: 1.483, data_time: 0.007, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5754, loss_cls: 3.1017, loss: 3.1017, grad_norm: 1.7421 2021-01-21 11:41:57,735 - mmaction - INFO - Epoch [67][720/2147] lr: 1.690e-01, eta: 7 days, 19:43:34, time: 1.445, data_time: 0.003, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5888, loss_cls: 3.0796, loss: 3.0796, grad_norm: 1.7274 2021-01-21 11:42:28,054 - mmaction - INFO - Epoch [67][740/2147] lr: 1.690e-01, eta: 7 days, 19:42:52, time: 1.515, data_time: 0.004, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5821, loss_cls: 3.0982, loss: 3.0982, grad_norm: 1.7441 2021-01-21 11:42:56,702 - mmaction - INFO - Epoch [67][760/2147] lr: 1.690e-01, eta: 7 days, 19:42:06, time: 1.434, data_time: 0.006, memory: 16628, top1_acc: 0.3281, top5_acc: 0.5853, loss_cls: 3.0610, loss: 3.0610, grad_norm: 1.7655 2021-01-21 11:43:29,041 - mmaction - INFO - Epoch [67][780/2147] lr: 1.690e-01, eta: 7 days, 19:41:30, time: 1.617, data_time: 0.005, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5942, loss_cls: 3.0303, loss: 3.0303, grad_norm: 1.7582 2021-01-21 11:43:59,679 - mmaction - INFO - Epoch [67][800/2147] lr: 1.690e-01, eta: 7 days, 19:40:50, time: 1.528, data_time: 0.005, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5848, loss_cls: 3.0988, loss: 3.0988, grad_norm: 1.7767 2021-01-21 11:44:28,588 - mmaction - INFO - Epoch [67][820/2147] lr: 1.690e-01, eta: 7 days, 19:40:04, time: 1.448, data_time: 0.006, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5817, loss_cls: 3.1357, loss: 3.1357, grad_norm: 1.7310 2021-01-21 11:44:58,476 - mmaction - INFO - Epoch [67][840/2147] lr: 1.690e-01, eta: 7 days, 19:39:22, time: 1.495, data_time: 0.004, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5786, loss_cls: 3.0921, loss: 3.0921, grad_norm: 1.7009 2021-01-21 11:45:28,463 - mmaction - INFO - Epoch [67][860/2147] lr: 1.690e-01, eta: 7 days, 19:38:39, time: 1.498, data_time: 0.002, memory: 16628, top1_acc: 0.3281, top5_acc: 0.5781, loss_cls: 3.0946, loss: 3.0946, grad_norm: 1.7524 2021-01-21 11:45:59,437 - mmaction - INFO - Epoch [67][880/2147] lr: 1.690e-01, eta: 7 days, 19:38:00, time: 1.551, data_time: 0.003, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5826, loss_cls: 3.1073, loss: 3.1073, grad_norm: 1.7157 2021-01-21 11:46:27,925 - mmaction - INFO - Epoch [67][900/2147] lr: 1.690e-01, eta: 7 days, 19:37:13, time: 1.424, data_time: 0.001, memory: 16628, top1_acc: 0.3397, top5_acc: 0.5763, loss_cls: 3.1153, loss: 3.1153, grad_norm: 1.7513 2021-01-21 11:47:02,552 - mmaction - INFO - Epoch [67][920/2147] lr: 1.690e-01, eta: 7 days, 19:36:44, time: 1.725, data_time: 0.004, memory: 16628, top1_acc: 0.3406, top5_acc: 0.5978, loss_cls: 3.0369, loss: 3.0369, grad_norm: 1.7174 2021-01-21 11:47:33,883 - mmaction - INFO - Epoch [67][940/2147] lr: 1.690e-01, eta: 7 days, 19:36:05, time: 1.567, data_time: 0.009, memory: 16628, top1_acc: 0.3321, top5_acc: 0.5790, loss_cls: 3.1037, loss: 3.1037, grad_norm: 1.7129 2021-01-21 11:48:02,363 - mmaction - INFO - Epoch [67][960/2147] lr: 1.690e-01, eta: 7 days, 19:35:19, time: 1.428, data_time: 0.008, memory: 16628, top1_acc: 0.3281, top5_acc: 0.5942, loss_cls: 3.0474, loss: 3.0474, grad_norm: 1.6926 2021-01-21 11:48:32,755 - mmaction - INFO - Epoch [67][980/2147] lr: 1.690e-01, eta: 7 days, 19:34:38, time: 1.515, data_time: 0.004, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5763, loss_cls: 3.0869, loss: 3.0869, grad_norm: 1.6891 2021-01-21 11:49:01,242 - mmaction - INFO - Epoch [67][1000/2147] lr: 1.690e-01, eta: 7 days, 19:33:51, time: 1.429, data_time: 0.010, memory: 16628, top1_acc: 0.3518, top5_acc: 0.5996, loss_cls: 2.9767, loss: 2.9767, grad_norm: 1.7333 2021-01-21 11:49:30,035 - mmaction - INFO - Epoch [67][1020/2147] lr: 1.690e-01, eta: 7 days, 19:33:06, time: 1.442, data_time: 0.008, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5746, loss_cls: 3.1247, loss: 3.1247, grad_norm: 1.7291 2021-01-21 11:49:59,348 - mmaction - INFO - Epoch [67][1040/2147] lr: 1.690e-01, eta: 7 days, 19:32:21, time: 1.464, data_time: 0.002, memory: 16628, top1_acc: 0.3379, top5_acc: 0.5772, loss_cls: 3.0933, loss: 3.0933, grad_norm: 1.7160 2021-01-21 11:50:31,176 - mmaction - INFO - Epoch [67][1060/2147] lr: 1.690e-01, eta: 7 days, 19:31:44, time: 1.593, data_time: 0.005, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5607, loss_cls: 3.1415, loss: 3.1415, grad_norm: 1.7423 2021-01-21 11:50:59,804 - mmaction - INFO - Epoch [67][1080/2147] lr: 1.690e-01, eta: 7 days, 19:30:58, time: 1.432, data_time: 0.007, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5920, loss_cls: 3.0630, loss: 3.0630, grad_norm: 1.7939 2021-01-21 11:51:28,751 - mmaction - INFO - Epoch [67][1100/2147] lr: 1.690e-01, eta: 7 days, 19:30:13, time: 1.443, data_time: 0.002, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5737, loss_cls: 3.1140, loss: 3.1140, grad_norm: 1.7190 2021-01-21 11:52:00,332 - mmaction - INFO - Epoch [67][1120/2147] lr: 1.690e-01, eta: 7 days, 19:29:35, time: 1.581, data_time: 0.006, memory: 16628, top1_acc: 0.3312, top5_acc: 0.6067, loss_cls: 3.0013, loss: 3.0013, grad_norm: 1.7237 2021-01-21 11:52:30,746 - mmaction - INFO - Epoch [67][1140/2147] lr: 1.690e-01, eta: 7 days, 19:28:54, time: 1.523, data_time: 0.005, memory: 16628, top1_acc: 0.3344, top5_acc: 0.5848, loss_cls: 3.0498, loss: 3.0498, grad_norm: 1.7212 2021-01-21 11:52:59,757 - mmaction - INFO - Epoch [67][1160/2147] lr: 1.690e-01, eta: 7 days, 19:28:09, time: 1.447, data_time: 0.004, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5812, loss_cls: 3.1023, loss: 3.1023, grad_norm: 1.6921 2021-01-21 11:53:30,861 - mmaction - INFO - Epoch [67][1180/2147] lr: 1.690e-01, eta: 7 days, 19:27:30, time: 1.556, data_time: 0.006, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5741, loss_cls: 3.1441, loss: 3.1441, grad_norm: 1.7300 2021-01-21 11:54:00,043 - mmaction - INFO - Epoch [67][1200/2147] lr: 1.690e-01, eta: 7 days, 19:26:45, time: 1.459, data_time: 0.006, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5759, loss_cls: 3.1232, loss: 3.1232, grad_norm: 1.7158 2021-01-21 11:54:29,639 - mmaction - INFO - Epoch [67][1220/2147] lr: 1.690e-01, eta: 7 days, 19:26:02, time: 1.483, data_time: 0.008, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5777, loss_cls: 3.1399, loss: 3.1399, grad_norm: 1.6970 2021-01-21 11:55:03,587 - mmaction - INFO - Epoch [67][1240/2147] lr: 1.690e-01, eta: 7 days, 19:25:31, time: 1.696, data_time: 0.004, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5723, loss_cls: 3.1466, loss: 3.1466, grad_norm: 1.6789 2021-01-21 11:55:33,331 - mmaction - INFO - Epoch [67][1260/2147] lr: 1.690e-01, eta: 7 days, 19:24:48, time: 1.487, data_time: 0.004, memory: 16628, top1_acc: 0.3317, top5_acc: 0.5978, loss_cls: 3.0135, loss: 3.0135, grad_norm: 1.6796 2021-01-21 11:56:04,015 - mmaction - INFO - Epoch [67][1280/2147] lr: 1.690e-01, eta: 7 days, 19:24:08, time: 1.534, data_time: 0.004, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5848, loss_cls: 3.0627, loss: 3.0627, grad_norm: 1.7404 2021-01-21 11:56:32,599 - mmaction - INFO - Epoch [67][1300/2147] lr: 1.690e-01, eta: 7 days, 19:23:21, time: 1.432, data_time: 0.005, memory: 16628, top1_acc: 0.3330, top5_acc: 0.5951, loss_cls: 3.0233, loss: 3.0233, grad_norm: 1.7279 2021-01-21 11:57:06,021 - mmaction - INFO - Epoch [67][1320/2147] lr: 1.690e-01, eta: 7 days, 19:22:49, time: 1.669, data_time: 0.069, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5705, loss_cls: 3.1144, loss: 3.1144, grad_norm: 1.7487 2021-01-21 11:57:38,497 - mmaction - INFO - Epoch [67][1340/2147] lr: 1.690e-01, eta: 7 days, 19:22:13, time: 1.619, data_time: 0.009, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5911, loss_cls: 3.0224, loss: 3.0224, grad_norm: 1.7096 2021-01-21 11:58:09,523 - mmaction - INFO - Epoch [67][1360/2147] lr: 1.690e-01, eta: 7 days, 19:21:34, time: 1.555, data_time: 0.012, memory: 16628, top1_acc: 0.3397, top5_acc: 0.5808, loss_cls: 3.0274, loss: 3.0274, grad_norm: 1.7389 2021-01-21 11:58:41,015 - mmaction - INFO - Epoch [67][1380/2147] lr: 1.690e-01, eta: 7 days, 19:20:56, time: 1.576, data_time: 0.008, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5781, loss_cls: 3.0805, loss: 3.0805, grad_norm: 1.7685 2021-01-21 11:59:11,642 - mmaction - INFO - Epoch [67][1400/2147] lr: 1.690e-01, eta: 7 days, 19:20:16, time: 1.529, data_time: 0.005, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5920, loss_cls: 3.0319, loss: 3.0319, grad_norm: 1.7595 2021-01-21 11:59:40,710 - mmaction - INFO - Epoch [67][1420/2147] lr: 1.690e-01, eta: 7 days, 19:19:31, time: 1.455, data_time: 0.006, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5795, loss_cls: 3.1259, loss: 3.1259, grad_norm: 1.7428 2021-01-21 12:00:09,592 - mmaction - INFO - Epoch [67][1440/2147] lr: 1.690e-01, eta: 7 days, 19:18:46, time: 1.446, data_time: 0.010, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5759, loss_cls: 3.1060, loss: 3.1060, grad_norm: 1.7274 2021-01-21 12:00:39,782 - mmaction - INFO - Epoch [67][1460/2147] lr: 1.690e-01, eta: 7 days, 19:18:04, time: 1.507, data_time: 0.001, memory: 16628, top1_acc: 0.2987, top5_acc: 0.5732, loss_cls: 3.1679, loss: 3.1679, grad_norm: 1.7110 2021-01-21 12:01:10,450 - mmaction - INFO - Epoch [67][1480/2147] lr: 1.690e-01, eta: 7 days, 19:17:24, time: 1.534, data_time: 0.007, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5862, loss_cls: 3.1053, loss: 3.1053, grad_norm: 1.7272 2021-01-21 12:01:46,855 - mmaction - INFO - Epoch [67][1500/2147] lr: 1.690e-01, eta: 7 days, 19:17:00, time: 1.823, data_time: 0.006, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5754, loss_cls: 3.1126, loss: 3.1126, grad_norm: 1.7369 2021-01-21 12:02:17,163 - mmaction - INFO - Epoch [67][1520/2147] lr: 1.690e-01, eta: 7 days, 19:16:18, time: 1.512, data_time: 0.002, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5821, loss_cls: 3.1149, loss: 3.1149, grad_norm: 1.7349 2021-01-21 12:02:45,893 - mmaction - INFO - Epoch [67][1540/2147] lr: 1.690e-01, eta: 7 days, 19:15:33, time: 1.438, data_time: 0.004, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5826, loss_cls: 3.0741, loss: 3.0741, grad_norm: 1.6950 2021-01-21 12:03:15,152 - mmaction - INFO - Epoch [67][1560/2147] lr: 1.690e-01, eta: 7 days, 19:14:48, time: 1.456, data_time: 0.005, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5781, loss_cls: 3.0882, loss: 3.0882, grad_norm: 1.7393 2021-01-21 12:03:46,557 - mmaction - INFO - Epoch [67][1580/2147] lr: 1.690e-01, eta: 7 days, 19:14:10, time: 1.575, data_time: 0.015, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5853, loss_cls: 3.0654, loss: 3.0654, grad_norm: 1.7532 2021-01-21 12:04:15,296 - mmaction - INFO - Epoch [67][1600/2147] lr: 1.690e-01, eta: 7 days, 19:13:24, time: 1.437, data_time: 0.012, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5710, loss_cls: 3.1417, loss: 3.1417, grad_norm: 1.7765 2021-01-21 12:04:48,054 - mmaction - INFO - Epoch [67][1620/2147] lr: 1.690e-01, eta: 7 days, 19:12:50, time: 1.639, data_time: 0.005, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5902, loss_cls: 3.0665, loss: 3.0665, grad_norm: 1.7327 2021-01-21 12:05:17,028 - mmaction - INFO - Epoch [67][1640/2147] lr: 1.690e-01, eta: 7 days, 19:12:05, time: 1.448, data_time: 0.008, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5772, loss_cls: 3.0930, loss: 3.0930, grad_norm: 1.7041 2021-01-21 12:05:47,563 - mmaction - INFO - Epoch [67][1660/2147] lr: 1.690e-01, eta: 7 days, 19:11:24, time: 1.529, data_time: 0.005, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5647, loss_cls: 3.1930, loss: 3.1930, grad_norm: 1.6804 2021-01-21 12:06:16,169 - mmaction - INFO - Epoch [67][1680/2147] lr: 1.690e-01, eta: 7 days, 19:10:38, time: 1.429, data_time: 0.003, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5911, loss_cls: 3.0849, loss: 3.0849, grad_norm: 1.7384 2021-01-21 12:06:50,608 - mmaction - INFO - Epoch [67][1700/2147] lr: 1.690e-01, eta: 7 days, 19:10:09, time: 1.720, data_time: 0.003, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5692, loss_cls: 3.0975, loss: 3.0975, grad_norm: 1.7100 2021-01-21 12:07:21,451 - mmaction - INFO - Epoch [67][1720/2147] lr: 1.690e-01, eta: 7 days, 19:09:29, time: 1.542, data_time: 0.006, memory: 16628, top1_acc: 0.3375, top5_acc: 0.5808, loss_cls: 3.0695, loss: 3.0695, grad_norm: 1.7292 2021-01-21 12:07:50,007 - mmaction - INFO - Epoch [67][1740/2147] lr: 1.690e-01, eta: 7 days, 19:08:43, time: 1.431, data_time: 0.005, memory: 16628, top1_acc: 0.3442, top5_acc: 0.6027, loss_cls: 2.9849, loss: 2.9849, grad_norm: 1.7031 2021-01-21 12:08:21,233 - mmaction - INFO - Epoch [67][1760/2147] lr: 1.690e-01, eta: 7 days, 19:08:04, time: 1.561, data_time: 0.005, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5652, loss_cls: 3.1449, loss: 3.1449, grad_norm: 1.7153 2021-01-21 12:08:51,368 - mmaction - INFO - Epoch [67][1780/2147] lr: 1.690e-01, eta: 7 days, 19:07:22, time: 1.506, data_time: 0.002, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5830, loss_cls: 3.0725, loss: 3.0725, grad_norm: 1.6870 2021-01-21 12:09:20,555 - mmaction - INFO - Epoch [67][1800/2147] lr: 1.690e-01, eta: 7 days, 19:06:38, time: 1.457, data_time: 0.006, memory: 16628, top1_acc: 0.3384, top5_acc: 0.5987, loss_cls: 3.0267, loss: 3.0267, grad_norm: 1.7521 2021-01-21 12:09:50,490 - mmaction - INFO - Epoch [67][1820/2147] lr: 1.690e-01, eta: 7 days, 19:05:55, time: 1.497, data_time: 0.004, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5714, loss_cls: 3.1114, loss: 3.1114, grad_norm: 1.7719 2021-01-21 12:10:18,911 - mmaction - INFO - Epoch [67][1840/2147] lr: 1.690e-01, eta: 7 days, 19:05:09, time: 1.423, data_time: 0.006, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5866, loss_cls: 3.0735, loss: 3.0735, grad_norm: 1.7214 2021-01-21 12:10:50,415 - mmaction - INFO - Epoch [67][1860/2147] lr: 1.690e-01, eta: 7 days, 19:04:31, time: 1.574, data_time: 0.002, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5701, loss_cls: 3.0821, loss: 3.0821, grad_norm: 1.7333 2021-01-21 12:11:19,758 - mmaction - INFO - Epoch [67][1880/2147] lr: 1.690e-01, eta: 7 days, 19:03:47, time: 1.469, data_time: 0.010, memory: 16628, top1_acc: 0.3366, top5_acc: 0.5732, loss_cls: 3.0785, loss: 3.0785, grad_norm: 1.7258 2021-01-21 12:11:52,578 - mmaction - INFO - Epoch [67][1900/2147] lr: 1.690e-01, eta: 7 days, 19:03:13, time: 1.641, data_time: 0.001, memory: 16628, top1_acc: 0.3308, top5_acc: 0.5728, loss_cls: 3.0847, loss: 3.0847, grad_norm: 1.7486 2021-01-21 12:12:22,667 - mmaction - INFO - Epoch [67][1920/2147] lr: 1.690e-01, eta: 7 days, 19:02:31, time: 1.505, data_time: 0.002, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5853, loss_cls: 3.1255, loss: 3.1255, grad_norm: 1.7593 2021-01-21 12:12:51,073 - mmaction - INFO - Epoch [67][1940/2147] lr: 1.690e-01, eta: 7 days, 19:01:44, time: 1.419, data_time: 0.002, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5790, loss_cls: 3.1135, loss: 3.1135, grad_norm: 1.7098 2021-01-21 12:13:21,551 - mmaction - INFO - Epoch [67][1960/2147] lr: 1.690e-01, eta: 7 days, 19:01:03, time: 1.524, data_time: 0.012, memory: 16628, top1_acc: 0.3321, top5_acc: 0.5996, loss_cls: 3.0289, loss: 3.0289, grad_norm: 1.6789 2021-01-21 12:13:51,990 - mmaction - INFO - Epoch [67][1980/2147] lr: 1.690e-01, eta: 7 days, 19:00:23, time: 1.521, data_time: 0.003, memory: 16628, top1_acc: 0.3366, top5_acc: 0.5821, loss_cls: 3.0733, loss: 3.0733, grad_norm: 1.7402 2021-01-21 12:14:21,927 - mmaction - INFO - Epoch [67][2000/2147] lr: 1.690e-01, eta: 7 days, 18:59:40, time: 1.499, data_time: 0.007, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5857, loss_cls: 3.1132, loss: 3.1132, grad_norm: 1.7303 2021-01-21 12:14:50,854 - mmaction - INFO - Epoch [67][2020/2147] lr: 1.690e-01, eta: 7 days, 18:58:55, time: 1.446, data_time: 0.001, memory: 16628, top1_acc: 0.3299, top5_acc: 0.5759, loss_cls: 3.1162, loss: 3.1162, grad_norm: 1.7171 2021-01-21 12:15:19,504 - mmaction - INFO - Epoch [67][2040/2147] lr: 1.690e-01, eta: 7 days, 18:58:09, time: 1.433, data_time: 0.007, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5737, loss_cls: 3.1193, loss: 3.1193, grad_norm: 1.6862 2021-01-21 12:15:49,209 - mmaction - INFO - Epoch [67][2060/2147] lr: 1.690e-01, eta: 7 days, 18:57:26, time: 1.485, data_time: 0.001, memory: 16628, top1_acc: 0.3281, top5_acc: 0.5853, loss_cls: 3.0846, loss: 3.0846, grad_norm: 1.7327 2021-01-21 12:16:19,564 - mmaction - INFO - Epoch [67][2080/2147] lr: 1.690e-01, eta: 7 days, 18:56:45, time: 1.518, data_time: 0.002, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5902, loss_cls: 3.0738, loss: 3.0738, grad_norm: 1.7657 2021-01-21 12:16:51,241 - mmaction - INFO - Epoch [67][2100/2147] lr: 1.690e-01, eta: 7 days, 18:56:08, time: 1.581, data_time: 0.001, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5687, loss_cls: 3.1268, loss: 3.1268, grad_norm: 1.7377 2021-01-21 12:17:22,768 - mmaction - INFO - Epoch [67][2120/2147] lr: 1.690e-01, eta: 7 days, 18:55:30, time: 1.572, data_time: 0.007, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5629, loss_cls: 3.1517, loss: 3.1517, grad_norm: 1.7294 2021-01-21 12:17:55,274 - mmaction - INFO - Epoch [67][2140/2147] lr: 1.690e-01, eta: 7 days, 18:54:55, time: 1.624, data_time: 0.010, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5777, loss_cls: 3.1196, loss: 3.1196, grad_norm: 1.7311 2021-01-21 12:22:38,987 - mmaction - INFO - Epoch [68][20/2147] lr: 1.681e-01, eta: 7 days, 19:04:12, time: 12.919, data_time: 11.360, memory: 16628, top1_acc: 0.3321, top5_acc: 0.5893, loss_cls: 3.0729, loss: 3.0729, grad_norm: 1.7319 2021-01-21 12:23:07,579 - mmaction - INFO - Epoch [68][40/2147] lr: 1.681e-01, eta: 7 days, 19:03:26, time: 1.429, data_time: 0.006, memory: 16628, top1_acc: 0.3397, top5_acc: 0.6054, loss_cls: 2.9819, loss: 2.9819, grad_norm: 1.6934 2021-01-21 12:23:39,106 - mmaction - INFO - Epoch [68][60/2147] lr: 1.681e-01, eta: 7 days, 19:02:48, time: 1.575, data_time: 0.003, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5746, loss_cls: 3.1076, loss: 3.1076, grad_norm: 1.7414 2021-01-21 12:24:08,560 - mmaction - INFO - Epoch [68][80/2147] lr: 1.681e-01, eta: 7 days, 19:02:04, time: 1.475, data_time: 0.008, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5844, loss_cls: 3.0945, loss: 3.0945, grad_norm: 1.6936 2021-01-21 12:24:39,372 - mmaction - INFO - Epoch [68][100/2147] lr: 1.681e-01, eta: 7 days, 19:01:25, time: 1.540, data_time: 0.004, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5897, loss_cls: 3.0232, loss: 3.0232, grad_norm: 1.7281 2021-01-21 12:25:08,652 - mmaction - INFO - Epoch [68][120/2147] lr: 1.681e-01, eta: 7 days, 19:00:40, time: 1.464, data_time: 0.003, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5920, loss_cls: 3.0136, loss: 3.0136, grad_norm: 1.7670 2021-01-21 12:25:38,878 - mmaction - INFO - Epoch [68][140/2147] lr: 1.681e-01, eta: 7 days, 18:59:59, time: 1.512, data_time: 0.004, memory: 16628, top1_acc: 0.3424, top5_acc: 0.5853, loss_cls: 3.0647, loss: 3.0647, grad_norm: 1.7656 2021-01-21 12:26:07,847 - mmaction - INFO - Epoch [68][160/2147] lr: 1.681e-01, eta: 7 days, 18:59:14, time: 1.448, data_time: 0.003, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5781, loss_cls: 3.1283, loss: 3.1283, grad_norm: 1.6828 2021-01-21 12:26:38,977 - mmaction - INFO - Epoch [68][180/2147] lr: 1.681e-01, eta: 7 days, 18:58:31, time: 1.495, data_time: 0.002, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5750, loss_cls: 3.0961, loss: 3.0961, grad_norm: 1.6884 2021-01-21 12:27:10,185 - mmaction - INFO - Epoch [68][200/2147] lr: 1.681e-01, eta: 7 days, 18:57:56, time: 1.622, data_time: 0.066, memory: 16628, top1_acc: 0.3321, top5_acc: 0.6067, loss_cls: 2.9840, loss: 2.9840, grad_norm: 1.7151 2021-01-21 12:27:40,036 - mmaction - INFO - Epoch [68][220/2147] lr: 1.681e-01, eta: 7 days, 18:57:13, time: 1.492, data_time: 0.004, memory: 16628, top1_acc: 0.3393, top5_acc: 0.5871, loss_cls: 3.0872, loss: 3.0872, grad_norm: 1.7756 2021-01-21 12:28:09,464 - mmaction - INFO - Epoch [68][240/2147] lr: 1.681e-01, eta: 7 days, 18:56:29, time: 1.470, data_time: 0.004, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5960, loss_cls: 3.0356, loss: 3.0356, grad_norm: 1.7411 2021-01-21 12:28:38,433 - mmaction - INFO - Epoch [68][260/2147] lr: 1.681e-01, eta: 7 days, 18:55:44, time: 1.451, data_time: 0.007, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5911, loss_cls: 2.9872, loss: 2.9872, grad_norm: 1.7669 2021-01-21 12:29:08,692 - mmaction - INFO - Epoch [68][280/2147] lr: 1.681e-01, eta: 7 days, 18:55:03, time: 1.513, data_time: 0.004, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5830, loss_cls: 3.0727, loss: 3.0727, grad_norm: 1.7458 2021-01-21 12:29:37,333 - mmaction - INFO - Epoch [68][300/2147] lr: 1.681e-01, eta: 7 days, 18:54:17, time: 1.432, data_time: 0.005, memory: 16628, top1_acc: 0.3339, top5_acc: 0.6000, loss_cls: 3.0035, loss: 3.0035, grad_norm: 1.7645 2021-01-21 12:30:11,442 - mmaction - INFO - Epoch [68][320/2147] lr: 1.681e-01, eta: 7 days, 18:53:46, time: 1.705, data_time: 0.002, memory: 16628, top1_acc: 0.3085, top5_acc: 0.5696, loss_cls: 3.1446, loss: 3.1446, grad_norm: 1.7787 2021-01-21 12:30:41,831 - mmaction - INFO - Epoch [68][340/2147] lr: 1.681e-01, eta: 7 days, 18:53:05, time: 1.520, data_time: 0.002, memory: 16628, top1_acc: 0.3375, top5_acc: 0.5790, loss_cls: 3.0636, loss: 3.0636, grad_norm: 1.7660 2021-01-21 12:31:11,135 - mmaction - INFO - Epoch [68][360/2147] lr: 1.681e-01, eta: 7 days, 18:52:21, time: 1.465, data_time: 0.005, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5813, loss_cls: 3.1114, loss: 3.1114, grad_norm: 1.7343 2021-01-21 12:31:44,431 - mmaction - INFO - Epoch [68][380/2147] lr: 1.681e-01, eta: 7 days, 18:51:47, time: 1.637, data_time: 0.005, memory: 16628, top1_acc: 0.3442, top5_acc: 0.6031, loss_cls: 2.9945, loss: 2.9945, grad_norm: 1.7606 2021-01-21 12:32:13,518 - mmaction - INFO - Epoch [68][400/2147] lr: 1.681e-01, eta: 7 days, 18:51:04, time: 1.481, data_time: 0.055, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5737, loss_cls: 3.1138, loss: 3.1138, grad_norm: 1.7660 2021-01-21 12:32:46,845 - mmaction - INFO - Epoch [68][420/2147] lr: 1.681e-01, eta: 7 days, 18:50:31, time: 1.665, data_time: 0.002, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5795, loss_cls: 3.0853, loss: 3.0853, grad_norm: 1.7349 2021-01-21 12:33:16,195 - mmaction - INFO - Epoch [68][440/2147] lr: 1.681e-01, eta: 7 days, 18:49:47, time: 1.462, data_time: 0.004, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5821, loss_cls: 3.0711, loss: 3.0711, grad_norm: 1.7493 2021-01-21 12:33:46,856 - mmaction - INFO - Epoch [68][460/2147] lr: 1.681e-01, eta: 7 days, 18:49:07, time: 1.538, data_time: 0.011, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5790, loss_cls: 3.0941, loss: 3.0941, grad_norm: 1.7689 2021-01-21 12:34:19,481 - mmaction - INFO - Epoch [68][480/2147] lr: 1.681e-01, eta: 7 days, 18:48:32, time: 1.630, data_time: 0.004, memory: 16628, top1_acc: 0.3295, top5_acc: 0.5754, loss_cls: 3.0844, loss: 3.0844, grad_norm: 1.7208 2021-01-21 12:34:47,934 - mmaction - INFO - Epoch [68][500/2147] lr: 1.681e-01, eta: 7 days, 18:47:45, time: 1.426, data_time: 0.007, memory: 16628, top1_acc: 0.3469, top5_acc: 0.5920, loss_cls: 3.0240, loss: 3.0240, grad_norm: 1.7271 2021-01-21 12:35:16,722 - mmaction - INFO - Epoch [68][520/2147] lr: 1.681e-01, eta: 7 days, 18:47:00, time: 1.440, data_time: 0.002, memory: 16628, top1_acc: 0.3321, top5_acc: 0.5741, loss_cls: 3.1041, loss: 3.1041, grad_norm: 1.7485 2021-01-21 12:35:47,285 - mmaction - INFO - Epoch [68][540/2147] lr: 1.681e-01, eta: 7 days, 18:46:19, time: 1.525, data_time: 0.006, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5732, loss_cls: 3.0945, loss: 3.0945, grad_norm: 1.6784 2021-01-21 12:36:16,038 - mmaction - INFO - Epoch [68][560/2147] lr: 1.681e-01, eta: 7 days, 18:45:34, time: 1.439, data_time: 0.009, memory: 16628, top1_acc: 0.3326, top5_acc: 0.6013, loss_cls: 3.0353, loss: 3.0353, grad_norm: 1.7597 2021-01-21 12:36:48,907 - mmaction - INFO - Epoch [68][580/2147] lr: 1.681e-01, eta: 7 days, 18:45:00, time: 1.644, data_time: 0.003, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5719, loss_cls: 3.1400, loss: 3.1400, grad_norm: 1.7655 2021-01-21 12:37:18,030 - mmaction - INFO - Epoch [68][600/2147] lr: 1.681e-01, eta: 7 days, 18:44:15, time: 1.456, data_time: 0.001, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5795, loss_cls: 3.1262, loss: 3.1262, grad_norm: 1.7691 2021-01-21 12:37:46,650 - mmaction - INFO - Epoch [68][620/2147] lr: 1.681e-01, eta: 7 days, 18:43:29, time: 1.429, data_time: 0.004, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5799, loss_cls: 3.0667, loss: 3.0667, grad_norm: 1.7093 2021-01-21 12:38:15,139 - mmaction - INFO - Epoch [68][640/2147] lr: 1.681e-01, eta: 7 days, 18:42:43, time: 1.427, data_time: 0.006, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5826, loss_cls: 3.0772, loss: 3.0772, grad_norm: 1.7546 2021-01-21 12:38:47,588 - mmaction - INFO - Epoch [68][660/2147] lr: 1.681e-01, eta: 7 days, 18:42:07, time: 1.621, data_time: 0.001, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5915, loss_cls: 3.0638, loss: 3.0638, grad_norm: 1.7425 2021-01-21 12:39:17,770 - mmaction - INFO - Epoch [68][680/2147] lr: 1.681e-01, eta: 7 days, 18:41:26, time: 1.508, data_time: 0.004, memory: 16628, top1_acc: 0.3388, top5_acc: 0.5897, loss_cls: 3.0621, loss: 3.0621, grad_norm: 1.7487 2021-01-21 12:39:47,565 - mmaction - INFO - Epoch [68][700/2147] lr: 1.681e-01, eta: 7 days, 18:40:43, time: 1.492, data_time: 0.009, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5862, loss_cls: 3.1359, loss: 3.1359, grad_norm: 1.6684 2021-01-21 12:40:19,353 - mmaction - INFO - Epoch [68][720/2147] lr: 1.681e-01, eta: 7 days, 18:40:06, time: 1.584, data_time: 0.003, memory: 16628, top1_acc: 0.3384, top5_acc: 0.5884, loss_cls: 3.0980, loss: 3.0980, grad_norm: 1.7426 2021-01-21 12:40:49,818 - mmaction - INFO - Epoch [68][740/2147] lr: 1.681e-01, eta: 7 days, 18:39:25, time: 1.527, data_time: 0.007, memory: 16628, top1_acc: 0.3250, top5_acc: 0.5871, loss_cls: 3.0103, loss: 3.0103, grad_norm: 1.7830 2021-01-21 12:41:20,666 - mmaction - INFO - Epoch [68][760/2147] lr: 1.681e-01, eta: 7 days, 18:38:46, time: 1.545, data_time: 0.004, memory: 16628, top1_acc: 0.3455, top5_acc: 0.6062, loss_cls: 2.9921, loss: 2.9921, grad_norm: 1.7682 2021-01-21 12:41:55,486 - mmaction - INFO - Epoch [68][780/2147] lr: 1.681e-01, eta: 7 days, 18:38:17, time: 1.740, data_time: 0.003, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5830, loss_cls: 3.0599, loss: 3.0599, grad_norm: 1.8012 2021-01-21 12:42:26,374 - mmaction - INFO - Epoch [68][800/2147] lr: 1.681e-01, eta: 7 days, 18:37:37, time: 1.539, data_time: 0.003, memory: 16628, top1_acc: 0.3054, top5_acc: 0.5554, loss_cls: 3.2002, loss: 3.2002, grad_norm: 1.7576 2021-01-21 12:42:56,744 - mmaction - INFO - Epoch [68][820/2147] lr: 1.681e-01, eta: 7 days, 18:36:56, time: 1.523, data_time: 0.009, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5652, loss_cls: 3.1142, loss: 3.1142, grad_norm: 1.7113 2021-01-21 12:43:25,434 - mmaction - INFO - Epoch [68][840/2147] lr: 1.681e-01, eta: 7 days, 18:36:11, time: 1.437, data_time: 0.008, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5960, loss_cls: 2.9942, loss: 2.9942, grad_norm: 1.7436 2021-01-21 12:43:53,991 - mmaction - INFO - Epoch [68][860/2147] lr: 1.681e-01, eta: 7 days, 18:35:25, time: 1.428, data_time: 0.003, memory: 16628, top1_acc: 0.3299, top5_acc: 0.5946, loss_cls: 3.0913, loss: 3.0913, grad_norm: 1.7278 2021-01-21 12:44:22,802 - mmaction - INFO - Epoch [68][880/2147] lr: 1.681e-01, eta: 7 days, 18:34:39, time: 1.439, data_time: 0.002, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5830, loss_cls: 3.0748, loss: 3.0748, grad_norm: 1.6938 2021-01-21 12:44:53,390 - mmaction - INFO - Epoch [68][900/2147] lr: 1.681e-01, eta: 7 days, 18:33:59, time: 1.530, data_time: 0.005, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5929, loss_cls: 3.0797, loss: 3.0797, grad_norm: 1.7365 2021-01-21 12:45:23,634 - mmaction - INFO - Epoch [68][920/2147] lr: 1.681e-01, eta: 7 days, 18:33:17, time: 1.513, data_time: 0.003, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5929, loss_cls: 3.0844, loss: 3.0844, grad_norm: 1.7121 2021-01-21 12:45:54,355 - mmaction - INFO - Epoch [68][940/2147] lr: 1.681e-01, eta: 7 days, 18:32:37, time: 1.536, data_time: 0.006, memory: 16628, top1_acc: 0.3473, top5_acc: 0.5808, loss_cls: 3.0725, loss: 3.0725, grad_norm: 1.7073 2021-01-21 12:46:25,839 - mmaction - INFO - Epoch [68][960/2147] lr: 1.681e-01, eta: 7 days, 18:31:59, time: 1.574, data_time: 0.002, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5647, loss_cls: 3.1431, loss: 3.1431, grad_norm: 1.7414 2021-01-21 12:46:54,628 - mmaction - INFO - Epoch [68][980/2147] lr: 1.681e-01, eta: 7 days, 18:31:14, time: 1.440, data_time: 0.003, memory: 16628, top1_acc: 0.3496, top5_acc: 0.6018, loss_cls: 3.0032, loss: 3.0032, grad_norm: 1.6829 2021-01-21 12:47:23,379 - mmaction - INFO - Epoch [68][1000/2147] lr: 1.681e-01, eta: 7 days, 18:30:28, time: 1.436, data_time: 0.002, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5853, loss_cls: 3.1517, loss: 3.1517, grad_norm: 1.7508 2021-01-21 12:47:53,472 - mmaction - INFO - Epoch [68][1020/2147] lr: 1.681e-01, eta: 7 days, 18:29:47, time: 1.506, data_time: 0.011, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5705, loss_cls: 3.1431, loss: 3.1431, grad_norm: 1.7456 2021-01-21 12:48:22,475 - mmaction - INFO - Epoch [68][1040/2147] lr: 1.681e-01, eta: 7 days, 18:29:02, time: 1.450, data_time: 0.001, memory: 16628, top1_acc: 0.3411, top5_acc: 0.5826, loss_cls: 3.0459, loss: 3.0459, grad_norm: 1.7315 2021-01-21 12:48:52,196 - mmaction - INFO - Epoch [68][1060/2147] lr: 1.681e-01, eta: 7 days, 18:28:19, time: 1.486, data_time: 0.002, memory: 16628, top1_acc: 0.3330, top5_acc: 0.5879, loss_cls: 3.1095, loss: 3.1095, grad_norm: 1.7460 2021-01-21 12:49:21,176 - mmaction - INFO - Epoch [68][1080/2147] lr: 1.681e-01, eta: 7 days, 18:27:34, time: 1.449, data_time: 0.002, memory: 16628, top1_acc: 0.3339, top5_acc: 0.6049, loss_cls: 3.0253, loss: 3.0253, grad_norm: 1.7501 2021-01-21 12:49:50,159 - mmaction - INFO - Epoch [68][1100/2147] lr: 1.681e-01, eta: 7 days, 18:26:49, time: 1.448, data_time: 0.003, memory: 16628, top1_acc: 0.3321, top5_acc: 0.5737, loss_cls: 3.0863, loss: 3.0863, grad_norm: 1.7345 2021-01-21 12:50:23,257 - mmaction - INFO - Epoch [68][1120/2147] lr: 1.681e-01, eta: 7 days, 18:26:16, time: 1.654, data_time: 0.003, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5879, loss_cls: 3.0721, loss: 3.0721, grad_norm: 1.7456 2021-01-21 12:50:52,283 - mmaction - INFO - Epoch [68][1140/2147] lr: 1.681e-01, eta: 7 days, 18:25:31, time: 1.452, data_time: 0.005, memory: 16628, top1_acc: 0.3071, top5_acc: 0.5665, loss_cls: 3.1897, loss: 3.1897, grad_norm: 1.7509 2021-01-21 12:51:20,745 - mmaction - INFO - Epoch [68][1160/2147] lr: 1.681e-01, eta: 7 days, 18:24:45, time: 1.424, data_time: 0.004, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5871, loss_cls: 3.0984, loss: 3.0984, grad_norm: 1.7417 2021-01-21 12:51:53,217 - mmaction - INFO - Epoch [68][1180/2147] lr: 1.681e-01, eta: 7 days, 18:24:10, time: 1.623, data_time: 0.006, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5576, loss_cls: 3.1415, loss: 3.1415, grad_norm: 1.7656 2021-01-21 12:52:21,780 - mmaction - INFO - Epoch [68][1200/2147] lr: 1.681e-01, eta: 7 days, 18:23:24, time: 1.428, data_time: 0.003, memory: 16628, top1_acc: 0.3330, top5_acc: 0.5964, loss_cls: 3.0560, loss: 3.0560, grad_norm: 1.7438 2021-01-21 12:52:50,613 - mmaction - INFO - Epoch [68][1220/2147] lr: 1.681e-01, eta: 7 days, 18:22:38, time: 1.440, data_time: 0.003, memory: 16628, top1_acc: 0.3384, top5_acc: 0.5978, loss_cls: 3.0134, loss: 3.0134, grad_norm: 1.6977 2021-01-21 12:53:19,084 - mmaction - INFO - Epoch [68][1240/2147] lr: 1.681e-01, eta: 7 days, 18:21:52, time: 1.426, data_time: 0.004, memory: 16628, top1_acc: 0.3384, top5_acc: 0.5924, loss_cls: 3.0422, loss: 3.0422, grad_norm: 1.7228 2021-01-21 12:53:48,772 - mmaction - INFO - Epoch [68][1260/2147] lr: 1.681e-01, eta: 7 days, 18:21:09, time: 1.483, data_time: 0.003, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5884, loss_cls: 3.1013, loss: 3.1013, grad_norm: 1.7479 2021-01-21 12:54:17,154 - mmaction - INFO - Epoch [68][1280/2147] lr: 1.681e-01, eta: 7 days, 18:20:23, time: 1.419, data_time: 0.003, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5879, loss_cls: 3.0792, loss: 3.0792, grad_norm: 1.7627 2021-01-21 12:54:47,554 - mmaction - INFO - Epoch [68][1300/2147] lr: 1.681e-01, eta: 7 days, 18:19:41, time: 1.513, data_time: 0.004, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5821, loss_cls: 3.0746, loss: 3.0746, grad_norm: 1.7597 2021-01-21 12:55:17,792 - mmaction - INFO - Epoch [68][1320/2147] lr: 1.681e-01, eta: 7 days, 18:19:01, time: 1.519, data_time: 0.011, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5808, loss_cls: 3.1261, loss: 3.1261, grad_norm: 1.7652 2021-01-21 12:55:49,074 - mmaction - INFO - Epoch [68][1340/2147] lr: 1.681e-01, eta: 7 days, 18:18:22, time: 1.561, data_time: 0.006, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5661, loss_cls: 3.1047, loss: 3.1047, grad_norm: 1.7835 2021-01-21 12:56:19,893 - mmaction - INFO - Epoch [68][1360/2147] lr: 1.681e-01, eta: 7 days, 18:17:42, time: 1.543, data_time: 0.007, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5710, loss_cls: 3.1346, loss: 3.1346, grad_norm: 1.7545 2021-01-21 12:56:52,867 - mmaction - INFO - Epoch [68][1380/2147] lr: 1.681e-01, eta: 7 days, 18:17:09, time: 1.650, data_time: 0.010, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5692, loss_cls: 3.1116, loss: 3.1116, grad_norm: 1.7264 2021-01-21 12:57:21,394 - mmaction - INFO - Epoch [68][1400/2147] lr: 1.681e-01, eta: 7 days, 18:16:23, time: 1.427, data_time: 0.002, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5562, loss_cls: 3.1666, loss: 3.1666, grad_norm: 1.7163 2021-01-21 12:57:51,545 - mmaction - INFO - Epoch [68][1420/2147] lr: 1.681e-01, eta: 7 days, 18:15:41, time: 1.505, data_time: 0.004, memory: 16628, top1_acc: 0.3036, top5_acc: 0.5795, loss_cls: 3.1133, loss: 3.1133, grad_norm: 1.7475 2021-01-21 12:58:21,345 - mmaction - INFO - Epoch [68][1440/2147] lr: 1.681e-01, eta: 7 days, 18:14:59, time: 1.493, data_time: 0.005, memory: 16628, top1_acc: 0.3379, top5_acc: 0.5955, loss_cls: 3.0274, loss: 3.0274, grad_norm: 1.7024 2021-01-21 12:58:51,368 - mmaction - INFO - Epoch [68][1460/2147] lr: 1.681e-01, eta: 7 days, 18:14:17, time: 1.500, data_time: 0.001, memory: 16628, top1_acc: 0.3397, top5_acc: 0.5906, loss_cls: 3.0780, loss: 3.0780, grad_norm: 1.6747 2021-01-21 12:59:21,222 - mmaction - INFO - Epoch [68][1480/2147] lr: 1.681e-01, eta: 7 days, 18:13:34, time: 1.494, data_time: 0.002, memory: 16628, top1_acc: 0.3424, top5_acc: 0.5924, loss_cls: 3.0361, loss: 3.0361, grad_norm: 1.7464 2021-01-21 12:59:51,763 - mmaction - INFO - Epoch [68][1500/2147] lr: 1.681e-01, eta: 7 days, 18:12:54, time: 1.525, data_time: 0.003, memory: 16628, top1_acc: 0.3330, top5_acc: 0.5866, loss_cls: 3.0339, loss: 3.0339, grad_norm: 1.7959 2021-01-21 13:00:21,591 - mmaction - INFO - Epoch [68][1520/2147] lr: 1.681e-01, eta: 7 days, 18:12:11, time: 1.492, data_time: 0.003, memory: 16628, top1_acc: 0.3393, top5_acc: 0.6013, loss_cls: 3.0201, loss: 3.0201, grad_norm: 1.7271 2021-01-21 13:00:50,845 - mmaction - INFO - Epoch [68][1540/2147] lr: 1.681e-01, eta: 7 days, 18:11:27, time: 1.461, data_time: 0.002, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5746, loss_cls: 3.1166, loss: 3.1166, grad_norm: 1.7463 2021-01-21 13:01:19,324 - mmaction - INFO - Epoch [68][1560/2147] lr: 1.681e-01, eta: 7 days, 18:10:41, time: 1.425, data_time: 0.004, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5888, loss_cls: 3.0933, loss: 3.0933, grad_norm: 1.7368 2021-01-21 13:01:48,628 - mmaction - INFO - Epoch [68][1580/2147] lr: 1.681e-01, eta: 7 days, 18:09:57, time: 1.467, data_time: 0.009, memory: 16628, top1_acc: 0.3446, top5_acc: 0.6036, loss_cls: 2.9803, loss: 2.9803, grad_norm: 1.6888 2021-01-21 13:02:17,280 - mmaction - INFO - Epoch [68][1600/2147] lr: 1.681e-01, eta: 7 days, 18:09:12, time: 1.431, data_time: 0.001, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5808, loss_cls: 3.0590, loss: 3.0590, grad_norm: 1.7600 2021-01-21 13:02:45,718 - mmaction - INFO - Epoch [68][1620/2147] lr: 1.681e-01, eta: 7 days, 18:08:25, time: 1.420, data_time: 0.003, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5888, loss_cls: 3.0311, loss: 3.0311, grad_norm: 1.7699 2021-01-21 13:03:17,229 - mmaction - INFO - Epoch [68][1640/2147] lr: 1.681e-01, eta: 7 days, 18:07:48, time: 1.578, data_time: 0.005, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5804, loss_cls: 3.1497, loss: 3.1497, grad_norm: 1.7513 2021-01-21 13:03:46,270 - mmaction - INFO - Epoch [68][1660/2147] lr: 1.681e-01, eta: 7 days, 18:07:03, time: 1.451, data_time: 0.030, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5723, loss_cls: 3.1307, loss: 3.1307, grad_norm: 1.7735 2021-01-21 13:04:15,118 - mmaction - INFO - Epoch [68][1680/2147] lr: 1.681e-01, eta: 7 days, 18:06:18, time: 1.443, data_time: 0.010, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5790, loss_cls: 3.1049, loss: 3.1049, grad_norm: 1.7609 2021-01-21 13:04:43,717 - mmaction - INFO - Epoch [68][1700/2147] lr: 1.681e-01, eta: 7 days, 18:05:32, time: 1.430, data_time: 0.003, memory: 16628, top1_acc: 0.3384, top5_acc: 0.5946, loss_cls: 2.9997, loss: 2.9997, grad_norm: 1.7230 2021-01-21 13:05:12,890 - mmaction - INFO - Epoch [68][1720/2147] lr: 1.681e-01, eta: 7 days, 18:04:48, time: 1.457, data_time: 0.003, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5741, loss_cls: 3.1309, loss: 3.1309, grad_norm: 1.7424 2021-01-21 13:05:43,209 - mmaction - INFO - Epoch [68][1740/2147] lr: 1.681e-01, eta: 7 days, 18:04:07, time: 1.519, data_time: 0.006, memory: 16628, top1_acc: 0.3321, top5_acc: 0.5884, loss_cls: 3.0180, loss: 3.0180, grad_norm: 1.7094 2021-01-21 13:06:13,135 - mmaction - INFO - Epoch [68][1760/2147] lr: 1.681e-01, eta: 7 days, 18:03:25, time: 1.496, data_time: 0.002, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5647, loss_cls: 3.1080, loss: 3.1080, grad_norm: 1.7368 2021-01-21 13:06:47,389 - mmaction - INFO - Epoch [68][1780/2147] lr: 1.681e-01, eta: 7 days, 18:02:55, time: 1.712, data_time: 0.003, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5951, loss_cls: 3.0634, loss: 3.0634, grad_norm: 1.6947 2021-01-21 13:07:17,337 - mmaction - INFO - Epoch [68][1800/2147] lr: 1.681e-01, eta: 7 days, 18:02:13, time: 1.498, data_time: 0.003, memory: 16628, top1_acc: 0.3317, top5_acc: 0.5768, loss_cls: 3.0668, loss: 3.0668, grad_norm: 1.7179 2021-01-21 13:07:49,382 - mmaction - INFO - Epoch [68][1820/2147] lr: 1.681e-01, eta: 7 days, 18:01:36, time: 1.602, data_time: 0.002, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5732, loss_cls: 3.0674, loss: 3.0674, grad_norm: 1.7306 2021-01-21 13:08:17,650 - mmaction - INFO - Epoch [68][1840/2147] lr: 1.681e-01, eta: 7 days, 18:00:50, time: 1.413, data_time: 0.002, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5754, loss_cls: 3.1316, loss: 3.1316, grad_norm: 1.6947 2021-01-21 13:08:46,095 - mmaction - INFO - Epoch [68][1860/2147] lr: 1.681e-01, eta: 7 days, 18:00:03, time: 1.421, data_time: 0.002, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5786, loss_cls: 3.0988, loss: 3.0988, grad_norm: 1.7217 2021-01-21 13:09:17,061 - mmaction - INFO - Epoch [68][1880/2147] lr: 1.681e-01, eta: 7 days, 17:59:24, time: 1.547, data_time: 0.003, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5741, loss_cls: 3.1161, loss: 3.1161, grad_norm: 1.7048 2021-01-21 13:09:45,471 - mmaction - INFO - Epoch [68][1900/2147] lr: 1.681e-01, eta: 7 days, 17:58:38, time: 1.422, data_time: 0.006, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5821, loss_cls: 3.0767, loss: 3.0767, grad_norm: 1.7042 2021-01-21 13:10:16,035 - mmaction - INFO - Epoch [68][1920/2147] lr: 1.681e-01, eta: 7 days, 17:57:57, time: 1.526, data_time: 0.003, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5759, loss_cls: 3.1187, loss: 3.1187, grad_norm: 1.7663 2021-01-21 13:10:45,595 - mmaction - INFO - Epoch [68][1940/2147] lr: 1.681e-01, eta: 7 days, 17:57:14, time: 1.481, data_time: 0.006, memory: 16628, top1_acc: 0.3429, top5_acc: 0.5911, loss_cls: 3.0480, loss: 3.0480, grad_norm: 1.7406 2021-01-21 13:11:15,511 - mmaction - INFO - Epoch [68][1960/2147] lr: 1.681e-01, eta: 7 days, 17:56:32, time: 1.497, data_time: 0.003, memory: 16628, top1_acc: 0.3281, top5_acc: 0.5866, loss_cls: 3.0657, loss: 3.0657, grad_norm: 1.7159 2021-01-21 13:11:44,663 - mmaction - INFO - Epoch [68][1980/2147] lr: 1.681e-01, eta: 7 days, 17:55:47, time: 1.440, data_time: 0.004, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5629, loss_cls: 3.1486, loss: 3.1486, grad_norm: 1.7717 2021-01-21 13:12:13,181 - mmaction - INFO - Epoch [68][2000/2147] lr: 1.681e-01, eta: 7 days, 17:55:02, time: 1.444, data_time: 0.021, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5754, loss_cls: 3.0703, loss: 3.0703, grad_norm: 1.7069 2021-01-21 13:12:44,960 - mmaction - INFO - Epoch [68][2020/2147] lr: 1.681e-01, eta: 7 days, 17:54:25, time: 1.589, data_time: 0.002, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5821, loss_cls: 3.0996, loss: 3.0996, grad_norm: 1.7813 2021-01-21 13:13:13,189 - mmaction - INFO - Epoch [68][2040/2147] lr: 1.681e-01, eta: 7 days, 17:53:38, time: 1.411, data_time: 0.001, memory: 16628, top1_acc: 0.3344, top5_acc: 0.5759, loss_cls: 3.1015, loss: 3.1015, grad_norm: 1.7156 2021-01-21 13:13:42,531 - mmaction - INFO - Epoch [68][2060/2147] lr: 1.681e-01, eta: 7 days, 17:52:55, time: 1.466, data_time: 0.004, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5830, loss_cls: 3.0654, loss: 3.0654, grad_norm: 1.7156 2021-01-21 13:14:13,266 - mmaction - INFO - Epoch [68][2080/2147] lr: 1.681e-01, eta: 7 days, 17:52:15, time: 1.533, data_time: 0.002, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5750, loss_cls: 3.1172, loss: 3.1172, grad_norm: 1.7390 2021-01-21 13:14:43,975 - mmaction - INFO - Epoch [68][2100/2147] lr: 1.681e-01, eta: 7 days, 17:51:35, time: 1.540, data_time: 0.013, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5638, loss_cls: 3.1531, loss: 3.1531, grad_norm: 1.6664 2021-01-21 13:15:12,580 - mmaction - INFO - Epoch [68][2120/2147] lr: 1.681e-01, eta: 7 days, 17:50:49, time: 1.429, data_time: 0.002, memory: 16628, top1_acc: 0.3299, top5_acc: 0.5830, loss_cls: 3.0629, loss: 3.0629, grad_norm: 1.7139 2021-01-21 13:15:43,683 - mmaction - INFO - Epoch [68][2140/2147] lr: 1.681e-01, eta: 7 days, 17:50:10, time: 1.555, data_time: 0.008, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5687, loss_cls: 3.1482, loss: 3.1482, grad_norm: 1.7420 2021-01-21 13:16:07,526 - mmaction - INFO - Saving checkpoint at 68 epochs 2021-01-21 13:20:39,738 - mmaction - INFO - Epoch [69][20/2147] lr: 1.672e-01, eta: 7 days, 17:59:49, time: 13.516, data_time: 11.819, memory: 16628, top1_acc: 0.3746, top5_acc: 0.5964, loss_cls: 2.9701, loss: 2.9701, grad_norm: 1.6771 2021-01-21 13:21:08,763 - mmaction - INFO - Epoch [69][40/2147] lr: 1.672e-01, eta: 7 days, 17:59:05, time: 1.455, data_time: 0.010, memory: 16628, top1_acc: 0.3250, top5_acc: 0.5728, loss_cls: 3.1001, loss: 3.1001, grad_norm: 1.7341 2021-01-21 13:21:48,781 - mmaction - INFO - Epoch [69][60/2147] lr: 1.672e-01, eta: 7 days, 17:58:50, time: 1.999, data_time: 0.005, memory: 16628, top1_acc: 0.3295, top5_acc: 0.5879, loss_cls: 3.0661, loss: 3.0661, grad_norm: 1.6971 2021-01-21 13:22:17,456 - mmaction - INFO - Epoch [69][80/2147] lr: 1.672e-01, eta: 7 days, 17:58:05, time: 1.437, data_time: 0.010, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5705, loss_cls: 3.0521, loss: 3.0521, grad_norm: 1.7085 2021-01-21 13:22:48,531 - mmaction - INFO - Epoch [69][100/2147] lr: 1.672e-01, eta: 7 days, 17:57:26, time: 1.553, data_time: 0.003, memory: 16628, top1_acc: 0.3455, top5_acc: 0.6067, loss_cls: 2.9867, loss: 2.9867, grad_norm: 1.7181 2021-01-21 13:23:20,084 - mmaction - INFO - Epoch [69][120/2147] lr: 1.672e-01, eta: 7 days, 17:56:48, time: 1.577, data_time: 0.006, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5857, loss_cls: 3.0817, loss: 3.0817, grad_norm: 1.7738 2021-01-21 13:23:48,668 - mmaction - INFO - Epoch [69][140/2147] lr: 1.672e-01, eta: 7 days, 17:56:02, time: 1.433, data_time: 0.005, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5924, loss_cls: 3.0247, loss: 3.0247, grad_norm: 1.7558 2021-01-21 13:24:18,904 - mmaction - INFO - Epoch [69][160/2147] lr: 1.672e-01, eta: 7 days, 17:55:21, time: 1.512, data_time: 0.009, memory: 16628, top1_acc: 0.3402, top5_acc: 0.5812, loss_cls: 3.0405, loss: 3.0405, grad_norm: 1.7350 2021-01-21 13:24:47,796 - mmaction - INFO - Epoch [69][180/2147] lr: 1.672e-01, eta: 7 days, 17:54:36, time: 1.445, data_time: 0.007, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5964, loss_cls: 3.0669, loss: 3.0669, grad_norm: 1.7735 2021-01-21 13:25:16,777 - mmaction - INFO - Epoch [69][200/2147] lr: 1.672e-01, eta: 7 days, 17:53:51, time: 1.448, data_time: 0.003, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5821, loss_cls: 3.0480, loss: 3.0480, grad_norm: 1.7323 2021-01-21 13:25:45,728 - mmaction - INFO - Epoch [69][220/2147] lr: 1.672e-01, eta: 7 days, 17:53:06, time: 1.448, data_time: 0.003, memory: 16628, top1_acc: 0.3397, top5_acc: 0.5911, loss_cls: 3.0339, loss: 3.0339, grad_norm: 1.7699 2021-01-21 13:26:17,312 - mmaction - INFO - Epoch [69][240/2147] lr: 1.672e-01, eta: 7 days, 17:52:28, time: 1.572, data_time: 0.006, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5679, loss_cls: 3.1195, loss: 3.1195, grad_norm: 1.7668 2021-01-21 13:26:48,182 - mmaction - INFO - Epoch [69][260/2147] lr: 1.672e-01, eta: 7 days, 17:51:49, time: 1.552, data_time: 0.024, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5933, loss_cls: 3.0219, loss: 3.0219, grad_norm: 1.7128 2021-01-21 13:27:19,849 - mmaction - INFO - Epoch [69][280/2147] lr: 1.672e-01, eta: 7 days, 17:51:12, time: 1.583, data_time: 0.002, memory: 16628, top1_acc: 0.3513, top5_acc: 0.5964, loss_cls: 2.9900, loss: 2.9900, grad_norm: 1.7136 2021-01-21 13:27:48,853 - mmaction - INFO - Epoch [69][300/2147] lr: 1.672e-01, eta: 7 days, 17:50:27, time: 1.450, data_time: 0.001, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5839, loss_cls: 3.0310, loss: 3.0310, grad_norm: 1.8012 2021-01-21 13:28:17,706 - mmaction - INFO - Epoch [69][320/2147] lr: 1.672e-01, eta: 7 days, 17:49:42, time: 1.443, data_time: 0.004, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5692, loss_cls: 3.0954, loss: 3.0954, grad_norm: 1.7703 2021-01-21 13:28:47,356 - mmaction - INFO - Epoch [69][340/2147] lr: 1.672e-01, eta: 7 days, 17:48:59, time: 1.483, data_time: 0.002, memory: 16628, top1_acc: 0.3549, top5_acc: 0.5942, loss_cls: 2.9914, loss: 2.9914, grad_norm: 1.7339 2021-01-21 13:29:16,393 - mmaction - INFO - Epoch [69][360/2147] lr: 1.672e-01, eta: 7 days, 17:48:15, time: 1.449, data_time: 0.002, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5879, loss_cls: 3.0743, loss: 3.0743, grad_norm: 1.7491 2021-01-21 13:29:46,593 - mmaction - INFO - Epoch [69][380/2147] lr: 1.672e-01, eta: 7 days, 17:47:33, time: 1.512, data_time: 0.005, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5915, loss_cls: 3.0499, loss: 3.0499, grad_norm: 1.7225 2021-01-21 13:30:15,312 - mmaction - INFO - Epoch [69][400/2147] lr: 1.672e-01, eta: 7 days, 17:46:48, time: 1.437, data_time: 0.005, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5826, loss_cls: 3.1178, loss: 3.1178, grad_norm: 1.7477 2021-01-21 13:30:43,906 - mmaction - INFO - Epoch [69][420/2147] lr: 1.672e-01, eta: 7 days, 17:46:02, time: 1.427, data_time: 0.002, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5951, loss_cls: 3.0333, loss: 3.0333, grad_norm: 1.7078 2021-01-21 13:31:13,983 - mmaction - INFO - Epoch [69][440/2147] lr: 1.672e-01, eta: 7 days, 17:45:21, time: 1.506, data_time: 0.008, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5942, loss_cls: 3.0827, loss: 3.0827, grad_norm: 1.7447 2021-01-21 13:31:50,230 - mmaction - INFO - Epoch [69][460/2147] lr: 1.672e-01, eta: 7 days, 17:44:55, time: 1.806, data_time: 0.002, memory: 16628, top1_acc: 0.3469, top5_acc: 0.5817, loss_cls: 3.0376, loss: 3.0376, grad_norm: 1.6964 2021-01-21 13:32:19,239 - mmaction - INFO - Epoch [69][480/2147] lr: 1.672e-01, eta: 7 days, 17:44:11, time: 1.457, data_time: 0.009, memory: 16628, top1_acc: 0.3250, top5_acc: 0.5866, loss_cls: 3.0250, loss: 3.0250, grad_norm: 1.7481 2021-01-21 13:32:47,855 - mmaction - INFO - Epoch [69][500/2147] lr: 1.672e-01, eta: 7 days, 17:43:25, time: 1.429, data_time: 0.003, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5978, loss_cls: 3.0595, loss: 3.0595, grad_norm: 1.7799 2021-01-21 13:33:16,971 - mmaction - INFO - Epoch [69][520/2147] lr: 1.672e-01, eta: 7 days, 17:42:41, time: 1.457, data_time: 0.006, memory: 16628, top1_acc: 0.3357, top5_acc: 0.5902, loss_cls: 3.0448, loss: 3.0448, grad_norm: 1.8043 2021-01-21 13:33:50,853 - mmaction - INFO - Epoch [69][540/2147] lr: 1.672e-01, eta: 7 days, 17:42:10, time: 1.692, data_time: 0.002, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5902, loss_cls: 3.1074, loss: 3.1074, grad_norm: 1.7550 2021-01-21 13:34:19,723 - mmaction - INFO - Epoch [69][560/2147] lr: 1.672e-01, eta: 7 days, 17:41:25, time: 1.443, data_time: 0.009, memory: 16628, top1_acc: 0.3344, top5_acc: 0.5920, loss_cls: 3.0442, loss: 3.0442, grad_norm: 1.7363 2021-01-21 13:34:49,412 - mmaction - INFO - Epoch [69][580/2147] lr: 1.672e-01, eta: 7 days, 17:40:42, time: 1.488, data_time: 0.005, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5629, loss_cls: 3.1374, loss: 3.1374, grad_norm: 1.7469 2021-01-21 13:35:19,184 - mmaction - INFO - Epoch [69][600/2147] lr: 1.672e-01, eta: 7 days, 17:40:00, time: 1.489, data_time: 0.002, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5879, loss_cls: 3.0657, loss: 3.0657, grad_norm: 1.7024 2021-01-21 13:35:49,602 - mmaction - INFO - Epoch [69][620/2147] lr: 1.672e-01, eta: 7 days, 17:39:19, time: 1.521, data_time: 0.001, memory: 16628, top1_acc: 0.3527, top5_acc: 0.6045, loss_cls: 2.9793, loss: 2.9793, grad_norm: 1.7000 2021-01-21 13:36:18,705 - mmaction - INFO - Epoch [69][640/2147] lr: 1.672e-01, eta: 7 days, 17:38:35, time: 1.455, data_time: 0.003, memory: 16628, top1_acc: 0.3411, top5_acc: 0.5929, loss_cls: 3.0378, loss: 3.0378, grad_norm: 1.7245 2021-01-21 13:36:49,502 - mmaction - INFO - Epoch [69][660/2147] lr: 1.672e-01, eta: 7 days, 17:37:55, time: 1.540, data_time: 0.002, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5701, loss_cls: 3.0981, loss: 3.0981, grad_norm: 1.7614 2021-01-21 13:37:19,068 - mmaction - INFO - Epoch [69][680/2147] lr: 1.672e-01, eta: 7 days, 17:37:12, time: 1.476, data_time: 0.006, memory: 16628, top1_acc: 0.3330, top5_acc: 0.5848, loss_cls: 3.0465, loss: 3.0465, grad_norm: 1.6878 2021-01-21 13:37:50,281 - mmaction - INFO - Epoch [69][700/2147] lr: 1.672e-01, eta: 7 days, 17:36:33, time: 1.563, data_time: 0.004, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5692, loss_cls: 3.1392, loss: 3.1392, grad_norm: 1.7702 2021-01-21 13:38:21,486 - mmaction - INFO - Epoch [69][720/2147] lr: 1.672e-01, eta: 7 days, 17:35:55, time: 1.560, data_time: 0.006, memory: 16628, top1_acc: 0.3375, top5_acc: 0.6018, loss_cls: 3.0293, loss: 3.0293, grad_norm: 1.7063 2021-01-21 13:38:52,627 - mmaction - INFO - Epoch [69][740/2147] lr: 1.672e-01, eta: 7 days, 17:35:16, time: 1.558, data_time: 0.003, memory: 16628, top1_acc: 0.3299, top5_acc: 0.5750, loss_cls: 3.1330, loss: 3.1330, grad_norm: 1.7401 2021-01-21 13:39:22,059 - mmaction - INFO - Epoch [69][760/2147] lr: 1.672e-01, eta: 7 days, 17:34:33, time: 1.469, data_time: 0.003, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5915, loss_cls: 3.0857, loss: 3.0857, grad_norm: 1.7274 2021-01-21 13:39:53,610 - mmaction - INFO - Epoch [69][780/2147] lr: 1.672e-01, eta: 7 days, 17:33:55, time: 1.573, data_time: 0.004, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5549, loss_cls: 3.1380, loss: 3.1380, grad_norm: 1.6957 2021-01-21 13:40:22,549 - mmaction - INFO - Epoch [69][800/2147] lr: 1.672e-01, eta: 7 days, 17:33:10, time: 1.453, data_time: 0.010, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5821, loss_cls: 3.0001, loss: 3.0001, grad_norm: 1.7120 2021-01-21 13:40:53,189 - mmaction - INFO - Epoch [69][820/2147] lr: 1.672e-01, eta: 7 days, 17:32:30, time: 1.526, data_time: 0.006, memory: 16628, top1_acc: 0.3429, top5_acc: 0.5960, loss_cls: 3.0367, loss: 3.0367, grad_norm: 1.7769 2021-01-21 13:41:22,582 - mmaction - INFO - Epoch [69][840/2147] lr: 1.672e-01, eta: 7 days, 17:31:47, time: 1.474, data_time: 0.008, memory: 16628, top1_acc: 0.3536, top5_acc: 0.6000, loss_cls: 2.9343, loss: 2.9343, grad_norm: 1.7093 2021-01-21 13:41:54,505 - mmaction - INFO - Epoch [69][860/2147] lr: 1.672e-01, eta: 7 days, 17:31:10, time: 1.596, data_time: 0.005, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5835, loss_cls: 3.0798, loss: 3.0798, grad_norm: 1.7891 2021-01-21 13:42:24,894 - mmaction - INFO - Epoch [69][880/2147] lr: 1.672e-01, eta: 7 days, 17:30:29, time: 1.509, data_time: 0.007, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5835, loss_cls: 3.0698, loss: 3.0698, grad_norm: 1.7380 2021-01-21 13:42:55,951 - mmaction - INFO - Epoch [69][900/2147] lr: 1.672e-01, eta: 7 days, 17:29:50, time: 1.566, data_time: 0.016, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5674, loss_cls: 3.1422, loss: 3.1422, grad_norm: 1.7505 2021-01-21 13:43:25,611 - mmaction - INFO - Epoch [69][920/2147] lr: 1.672e-01, eta: 7 days, 17:29:07, time: 1.477, data_time: 0.003, memory: 16628, top1_acc: 0.3067, top5_acc: 0.5656, loss_cls: 3.1815, loss: 3.1815, grad_norm: 1.7473 2021-01-21 13:43:58,978 - mmaction - INFO - Epoch [69][940/2147] lr: 1.672e-01, eta: 7 days, 17:28:35, time: 1.669, data_time: 0.008, memory: 16628, top1_acc: 0.3375, top5_acc: 0.5835, loss_cls: 3.0280, loss: 3.0280, grad_norm: 1.6938 2021-01-21 13:44:29,430 - mmaction - INFO - Epoch [69][960/2147] lr: 1.672e-01, eta: 7 days, 17:27:54, time: 1.526, data_time: 0.010, memory: 16628, top1_acc: 0.3371, top5_acc: 0.5728, loss_cls: 3.0880, loss: 3.0880, grad_norm: 1.7546 2021-01-21 13:45:03,015 - mmaction - INFO - Epoch [69][980/2147] lr: 1.672e-01, eta: 7 days, 17:27:22, time: 1.678, data_time: 0.004, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5763, loss_cls: 3.0872, loss: 3.0872, grad_norm: 1.7085 2021-01-21 13:45:32,054 - mmaction - INFO - Epoch [69][1000/2147] lr: 1.672e-01, eta: 7 days, 17:26:38, time: 1.454, data_time: 0.005, memory: 16628, top1_acc: 0.3375, top5_acc: 0.5955, loss_cls: 3.0726, loss: 3.0726, grad_norm: 1.7459 2021-01-21 13:46:00,739 - mmaction - INFO - Epoch [69][1020/2147] lr: 1.672e-01, eta: 7 days, 17:25:53, time: 1.435, data_time: 0.004, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5857, loss_cls: 3.0537, loss: 3.0537, grad_norm: 1.7657 2021-01-21 13:46:33,519 - mmaction - INFO - Epoch [69][1040/2147] lr: 1.672e-01, eta: 7 days, 17:25:15, time: 1.569, data_time: 0.004, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5808, loss_cls: 3.0701, loss: 3.0701, grad_norm: 1.7244 2021-01-21 13:47:03,629 - mmaction - INFO - Epoch [69][1060/2147] lr: 1.672e-01, eta: 7 days, 17:24:37, time: 1.575, data_time: 0.084, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5808, loss_cls: 3.1396, loss: 3.1396, grad_norm: 1.6922 2021-01-21 13:47:32,966 - mmaction - INFO - Epoch [69][1080/2147] lr: 1.672e-01, eta: 7 days, 17:23:53, time: 1.463, data_time: 0.003, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5786, loss_cls: 3.0435, loss: 3.0435, grad_norm: 1.7059 2021-01-21 13:48:03,681 - mmaction - INFO - Epoch [69][1100/2147] lr: 1.672e-01, eta: 7 days, 17:23:13, time: 1.535, data_time: 0.007, memory: 16628, top1_acc: 0.3384, top5_acc: 0.5871, loss_cls: 3.0871, loss: 3.0871, grad_norm: 1.7521 2021-01-21 13:48:36,304 - mmaction - INFO - Epoch [69][1120/2147] lr: 1.672e-01, eta: 7 days, 17:22:39, time: 1.634, data_time: 0.009, memory: 16628, top1_acc: 0.3424, top5_acc: 0.5884, loss_cls: 3.0725, loss: 3.0725, grad_norm: 1.7312 2021-01-21 13:49:05,379 - mmaction - INFO - Epoch [69][1140/2147] lr: 1.672e-01, eta: 7 days, 17:21:54, time: 1.454, data_time: 0.006, memory: 16628, top1_acc: 0.3330, top5_acc: 0.5763, loss_cls: 3.1415, loss: 3.1415, grad_norm: 1.7676 2021-01-21 13:49:37,705 - mmaction - INFO - Epoch [69][1160/2147] lr: 1.672e-01, eta: 7 days, 17:21:19, time: 1.616, data_time: 0.003, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5862, loss_cls: 3.0880, loss: 3.0880, grad_norm: 1.7459 2021-01-21 13:50:07,266 - mmaction - INFO - Epoch [69][1180/2147] lr: 1.672e-01, eta: 7 days, 17:20:36, time: 1.477, data_time: 0.004, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5710, loss_cls: 3.1790, loss: 3.1790, grad_norm: 1.7710 2021-01-21 13:50:38,894 - mmaction - INFO - Epoch [69][1200/2147] lr: 1.672e-01, eta: 7 days, 17:19:58, time: 1.573, data_time: 0.007, memory: 16628, top1_acc: 0.3308, top5_acc: 0.5795, loss_cls: 3.0676, loss: 3.0676, grad_norm: 1.6994 2021-01-21 13:51:09,362 - mmaction - INFO - Epoch [69][1220/2147] lr: 1.672e-01, eta: 7 days, 17:19:18, time: 1.532, data_time: 0.017, memory: 16628, top1_acc: 0.3313, top5_acc: 0.5964, loss_cls: 3.0239, loss: 3.0239, grad_norm: 1.7362 2021-01-21 13:51:39,119 - mmaction - INFO - Epoch [69][1240/2147] lr: 1.672e-01, eta: 7 days, 17:18:33, time: 1.442, data_time: 0.004, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5835, loss_cls: 3.0987, loss: 3.0987, grad_norm: 1.7603 2021-01-21 13:52:08,427 - mmaction - INFO - Epoch [69][1260/2147] lr: 1.672e-01, eta: 7 days, 17:17:52, time: 1.512, data_time: 0.053, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5799, loss_cls: 3.0861, loss: 3.0861, grad_norm: 1.6850 2021-01-21 13:52:42,267 - mmaction - INFO - Epoch [69][1280/2147] lr: 1.672e-01, eta: 7 days, 17:17:21, time: 1.691, data_time: 0.008, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5585, loss_cls: 3.1337, loss: 3.1337, grad_norm: 1.7100 2021-01-21 13:53:13,810 - mmaction - INFO - Epoch [69][1300/2147] lr: 1.672e-01, eta: 7 days, 17:16:43, time: 1.576, data_time: 0.004, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5884, loss_cls: 3.0794, loss: 3.0794, grad_norm: 1.7721 2021-01-21 13:53:43,856 - mmaction - INFO - Epoch [69][1320/2147] lr: 1.672e-01, eta: 7 days, 17:16:01, time: 1.504, data_time: 0.006, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5893, loss_cls: 3.0490, loss: 3.0490, grad_norm: 1.7414 2021-01-21 13:54:18,765 - mmaction - INFO - Epoch [69][1340/2147] lr: 1.672e-01, eta: 7 days, 17:15:33, time: 1.742, data_time: 0.005, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5781, loss_cls: 3.0614, loss: 3.0614, grad_norm: 1.7320 2021-01-21 13:54:48,385 - mmaction - INFO - Epoch [69][1360/2147] lr: 1.672e-01, eta: 7 days, 17:14:50, time: 1.478, data_time: 0.011, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5777, loss_cls: 3.0803, loss: 3.0803, grad_norm: 1.7669 2021-01-21 13:55:19,559 - mmaction - INFO - Epoch [69][1380/2147] lr: 1.672e-01, eta: 7 days, 17:14:12, time: 1.566, data_time: 0.014, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5871, loss_cls: 3.0761, loss: 3.0761, grad_norm: 1.7599 2021-01-21 13:55:51,310 - mmaction - INFO - Epoch [69][1400/2147] lr: 1.672e-01, eta: 7 days, 17:13:35, time: 1.588, data_time: 0.004, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5826, loss_cls: 3.0720, loss: 3.0720, grad_norm: 1.8030 2021-01-21 13:56:20,200 - mmaction - INFO - Epoch [69][1420/2147] lr: 1.672e-01, eta: 7 days, 17:12:50, time: 1.445, data_time: 0.004, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5853, loss_cls: 3.0869, loss: 3.0869, grad_norm: 1.7974 2021-01-21 13:56:55,293 - mmaction - INFO - Epoch [69][1440/2147] lr: 1.672e-01, eta: 7 days, 17:12:22, time: 1.751, data_time: 0.005, memory: 16628, top1_acc: 0.3299, top5_acc: 0.5737, loss_cls: 3.0745, loss: 3.0745, grad_norm: 1.7617 2021-01-21 13:57:26,299 - mmaction - INFO - Epoch [69][1460/2147] lr: 1.672e-01, eta: 7 days, 17:11:43, time: 1.550, data_time: 0.007, memory: 16628, top1_acc: 0.3366, top5_acc: 0.5964, loss_cls: 3.0466, loss: 3.0466, grad_norm: 1.7268 2021-01-21 13:57:55,055 - mmaction - INFO - Epoch [69][1480/2147] lr: 1.672e-01, eta: 7 days, 17:10:58, time: 1.443, data_time: 0.006, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5732, loss_cls: 3.1230, loss: 3.1230, grad_norm: 1.7347 2021-01-21 13:58:23,805 - mmaction - INFO - Epoch [69][1500/2147] lr: 1.672e-01, eta: 7 days, 17:10:13, time: 1.438, data_time: 0.001, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5701, loss_cls: 3.1258, loss: 3.1258, grad_norm: 1.7088 2021-01-21 13:58:52,609 - mmaction - INFO - Epoch [69][1520/2147] lr: 1.672e-01, eta: 7 days, 17:09:28, time: 1.438, data_time: 0.002, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5830, loss_cls: 3.1079, loss: 3.1079, grad_norm: 1.7449 2021-01-21 13:59:22,523 - mmaction - INFO - Epoch [69][1540/2147] lr: 1.672e-01, eta: 7 days, 17:08:46, time: 1.497, data_time: 0.007, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5701, loss_cls: 3.1548, loss: 3.1548, grad_norm: 1.7237 2021-01-21 13:59:51,987 - mmaction - INFO - Epoch [69][1560/2147] lr: 1.672e-01, eta: 7 days, 17:08:03, time: 1.473, data_time: 0.007, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5741, loss_cls: 3.1418, loss: 3.1418, grad_norm: 1.7065 2021-01-21 14:00:24,691 - mmaction - INFO - Epoch [69][1580/2147] lr: 1.672e-01, eta: 7 days, 17:07:28, time: 1.634, data_time: 0.002, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5830, loss_cls: 3.0886, loss: 3.0886, grad_norm: 1.6967 2021-01-21 14:00:53,747 - mmaction - INFO - Epoch [69][1600/2147] lr: 1.672e-01, eta: 7 days, 17:06:44, time: 1.453, data_time: 0.008, memory: 16628, top1_acc: 0.3321, top5_acc: 0.5795, loss_cls: 3.0856, loss: 3.0856, grad_norm: 1.7160 2021-01-21 14:01:24,964 - mmaction - INFO - Epoch [69][1620/2147] lr: 1.672e-01, eta: 7 days, 17:06:05, time: 1.559, data_time: 0.002, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5813, loss_cls: 3.1376, loss: 3.1376, grad_norm: 1.7252 2021-01-21 14:02:06,060 - mmaction - INFO - Epoch [69][1640/2147] lr: 1.672e-01, eta: 7 days, 17:05:54, time: 2.050, data_time: 0.005, memory: 16628, top1_acc: 0.3388, top5_acc: 0.5795, loss_cls: 3.1140, loss: 3.1140, grad_norm: 1.7467 2021-01-21 14:02:36,509 - mmaction - INFO - Epoch [69][1660/2147] lr: 1.672e-01, eta: 7 days, 17:05:13, time: 1.523, data_time: 0.010, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5772, loss_cls: 3.1562, loss: 3.1562, grad_norm: 1.7471 2021-01-21 14:03:08,069 - mmaction - INFO - Epoch [69][1680/2147] lr: 1.672e-01, eta: 7 days, 17:04:36, time: 1.581, data_time: 0.016, memory: 16628, top1_acc: 0.3308, top5_acc: 0.5830, loss_cls: 3.1065, loss: 3.1065, grad_norm: 1.6641 2021-01-21 14:03:41,320 - mmaction - INFO - Epoch [69][1700/2147] lr: 1.672e-01, eta: 7 days, 17:04:03, time: 1.658, data_time: 0.009, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5723, loss_cls: 3.1123, loss: 3.1123, grad_norm: 1.7367 2021-01-21 14:04:11,345 - mmaction - INFO - Epoch [69][1720/2147] lr: 1.672e-01, eta: 7 days, 17:03:21, time: 1.503, data_time: 0.010, memory: 16628, top1_acc: 0.3299, top5_acc: 0.5924, loss_cls: 3.0870, loss: 3.0870, grad_norm: 1.7124 2021-01-21 14:04:40,508 - mmaction - INFO - Epoch [69][1740/2147] lr: 1.672e-01, eta: 7 days, 17:02:37, time: 1.463, data_time: 0.009, memory: 16628, top1_acc: 0.3393, top5_acc: 0.6009, loss_cls: 3.0299, loss: 3.0299, grad_norm: 1.7017 2021-01-21 14:05:09,200 - mmaction - INFO - Epoch [69][1760/2147] lr: 1.672e-01, eta: 7 days, 17:01:52, time: 1.437, data_time: 0.007, memory: 16628, top1_acc: 0.3317, top5_acc: 0.5951, loss_cls: 3.0369, loss: 3.0369, grad_norm: 1.7480 2021-01-21 14:05:43,046 - mmaction - INFO - Epoch [69][1780/2147] lr: 1.672e-01, eta: 7 days, 17:01:21, time: 1.689, data_time: 0.008, memory: 16628, top1_acc: 0.3411, top5_acc: 0.5835, loss_cls: 3.0391, loss: 3.0391, grad_norm: 1.7493 2021-01-21 14:06:17,140 - mmaction - INFO - Epoch [69][1800/2147] lr: 1.672e-01, eta: 7 days, 17:00:50, time: 1.701, data_time: 0.007, memory: 16628, top1_acc: 0.3366, top5_acc: 0.5799, loss_cls: 3.0512, loss: 3.0512, grad_norm: 1.7390 2021-01-21 14:06:48,199 - mmaction - INFO - Epoch [69][1820/2147] lr: 1.672e-01, eta: 7 days, 17:00:11, time: 1.560, data_time: 0.009, memory: 16628, top1_acc: 0.3004, top5_acc: 0.5826, loss_cls: 3.1270, loss: 3.1270, grad_norm: 1.7543 2021-01-21 14:07:18,216 - mmaction - INFO - Epoch [69][1840/2147] lr: 1.672e-01, eta: 7 days, 16:59:30, time: 1.501, data_time: 0.004, memory: 16628, top1_acc: 0.3366, top5_acc: 0.5795, loss_cls: 3.0904, loss: 3.0904, grad_norm: 1.7497 2021-01-21 14:07:50,175 - mmaction - INFO - Epoch [69][1860/2147] lr: 1.672e-01, eta: 7 days, 16:58:53, time: 1.591, data_time: 0.002, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5719, loss_cls: 3.1208, loss: 3.1208, grad_norm: 1.7908 2021-01-21 14:08:21,236 - mmaction - INFO - Epoch [69][1880/2147] lr: 1.672e-01, eta: 7 days, 16:58:15, time: 1.560, data_time: 0.008, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5906, loss_cls: 3.1055, loss: 3.1055, grad_norm: 1.7646 2021-01-21 14:08:51,942 - mmaction - INFO - Epoch [69][1900/2147] lr: 1.672e-01, eta: 7 days, 16:57:35, time: 1.534, data_time: 0.002, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5737, loss_cls: 3.1227, loss: 3.1227, grad_norm: 1.7285 2021-01-21 14:09:21,304 - mmaction - INFO - Epoch [69][1920/2147] lr: 1.672e-01, eta: 7 days, 16:56:51, time: 1.461, data_time: 0.006, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5522, loss_cls: 3.1865, loss: 3.1865, grad_norm: 1.7939 2021-01-21 14:09:58,112 - mmaction - INFO - Epoch [69][1940/2147] lr: 1.672e-01, eta: 7 days, 16:56:28, time: 1.848, data_time: 0.016, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5687, loss_cls: 3.1732, loss: 3.1732, grad_norm: 1.7279 2021-01-21 14:10:32,237 - mmaction - INFO - Epoch [69][1960/2147] lr: 1.672e-01, eta: 7 days, 16:55:58, time: 1.706, data_time: 0.003, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5781, loss_cls: 3.0915, loss: 3.0915, grad_norm: 1.6775 2021-01-21 14:11:00,567 - mmaction - INFO - Epoch [69][1980/2147] lr: 1.672e-01, eta: 7 days, 16:55:11, time: 1.417, data_time: 0.003, memory: 16628, top1_acc: 0.3393, top5_acc: 0.5799, loss_cls: 3.0551, loss: 3.0551, grad_norm: 1.7520 2021-01-21 14:11:29,956 - mmaction - INFO - Epoch [69][2000/2147] lr: 1.672e-01, eta: 7 days, 16:54:28, time: 1.468, data_time: 0.009, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5692, loss_cls: 3.1757, loss: 3.1757, grad_norm: 1.7683 2021-01-21 14:12:10,025 - mmaction - INFO - Epoch [69][2020/2147] lr: 1.672e-01, eta: 7 days, 16:54:13, time: 1.987, data_time: 0.004, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5906, loss_cls: 3.0972, loss: 3.0972, grad_norm: 1.7470 2021-01-21 14:12:39,594 - mmaction - INFO - Epoch [69][2040/2147] lr: 1.672e-01, eta: 7 days, 16:53:31, time: 1.492, data_time: 0.031, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5710, loss_cls: 3.1456, loss: 3.1456, grad_norm: 1.7057 2021-01-21 14:13:15,696 - mmaction - INFO - Epoch [69][2060/2147] lr: 1.672e-01, eta: 7 days, 16:53:05, time: 1.803, data_time: 0.011, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5964, loss_cls: 3.0406, loss: 3.0406, grad_norm: 1.7231 2021-01-21 14:13:44,758 - mmaction - INFO - Epoch [69][2080/2147] lr: 1.672e-01, eta: 7 days, 16:52:21, time: 1.459, data_time: 0.010, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5750, loss_cls: 3.1089, loss: 3.1089, grad_norm: 1.7520 2021-01-21 14:14:13,791 - mmaction - INFO - Epoch [69][2100/2147] lr: 1.672e-01, eta: 7 days, 16:51:37, time: 1.452, data_time: 0.002, memory: 16628, top1_acc: 0.3308, top5_acc: 0.5799, loss_cls: 3.0984, loss: 3.0984, grad_norm: 1.6991 2021-01-21 14:14:45,210 - mmaction - INFO - Epoch [69][2120/2147] lr: 1.672e-01, eta: 7 days, 16:50:59, time: 1.571, data_time: 0.002, memory: 16628, top1_acc: 0.3321, top5_acc: 0.5817, loss_cls: 3.0873, loss: 3.0873, grad_norm: 1.7657 2021-01-21 14:15:18,791 - mmaction - INFO - Epoch [69][2140/2147] lr: 1.672e-01, eta: 7 days, 16:50:27, time: 1.674, data_time: 0.004, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5674, loss_cls: 3.0827, loss: 3.0827, grad_norm: 1.7150 2021-01-21 14:21:30,924 - mmaction - INFO - Epoch [70][20/2147] lr: 1.662e-01, eta: 7 days, 17:03:05, time: 17.051, data_time: 15.497, memory: 16628, top1_acc: 0.3344, top5_acc: 0.6036, loss_cls: 3.0175, loss: 3.0175, grad_norm: 1.7562 2021-01-21 14:22:04,932 - mmaction - INFO - Epoch [70][40/2147] lr: 1.662e-01, eta: 7 days, 17:02:34, time: 1.703, data_time: 0.010, memory: 16628, top1_acc: 0.3478, top5_acc: 0.5866, loss_cls: 3.0404, loss: 3.0404, grad_norm: 1.7596 2021-01-21 14:22:33,527 - mmaction - INFO - Epoch [70][60/2147] lr: 1.662e-01, eta: 7 days, 17:01:49, time: 1.429, data_time: 0.002, memory: 16628, top1_acc: 0.3299, top5_acc: 0.5737, loss_cls: 3.1079, loss: 3.1079, grad_norm: 1.7124 2021-01-21 14:23:02,767 - mmaction - INFO - Epoch [70][80/2147] lr: 1.662e-01, eta: 7 days, 17:01:05, time: 1.457, data_time: 0.002, memory: 16628, top1_acc: 0.3612, top5_acc: 0.6125, loss_cls: 2.9293, loss: 2.9293, grad_norm: 1.7209 2021-01-21 14:23:31,979 - mmaction - INFO - Epoch [70][100/2147] lr: 1.662e-01, eta: 7 days, 17:00:21, time: 1.465, data_time: 0.008, memory: 16628, top1_acc: 0.3295, top5_acc: 0.5888, loss_cls: 3.0593, loss: 3.0593, grad_norm: 1.7777 2021-01-21 14:24:02,642 - mmaction - INFO - Epoch [70][120/2147] lr: 1.662e-01, eta: 7 days, 16:59:41, time: 1.532, data_time: 0.003, memory: 16628, top1_acc: 0.3250, top5_acc: 0.5942, loss_cls: 3.0383, loss: 3.0383, grad_norm: 1.7405 2021-01-21 14:24:33,703 - mmaction - INFO - Epoch [70][140/2147] lr: 1.662e-01, eta: 7 days, 16:59:02, time: 1.555, data_time: 0.008, memory: 16628, top1_acc: 0.3344, top5_acc: 0.5955, loss_cls: 3.0426, loss: 3.0426, grad_norm: 1.7605 2021-01-21 14:25:03,237 - mmaction - INFO - Epoch [70][160/2147] lr: 1.662e-01, eta: 7 days, 16:58:19, time: 1.475, data_time: 0.003, memory: 16628, top1_acc: 0.3384, top5_acc: 0.5884, loss_cls: 3.0335, loss: 3.0335, grad_norm: 1.7588 2021-01-21 14:25:35,616 - mmaction - INFO - Epoch [70][180/2147] lr: 1.662e-01, eta: 7 days, 16:57:43, time: 1.620, data_time: 0.007, memory: 16628, top1_acc: 0.3375, top5_acc: 0.5799, loss_cls: 3.0779, loss: 3.0779, grad_norm: 1.7411 2021-01-21 14:26:04,225 - mmaction - INFO - Epoch [70][200/2147] lr: 1.662e-01, eta: 7 days, 16:56:58, time: 1.430, data_time: 0.004, memory: 16628, top1_acc: 0.3366, top5_acc: 0.5915, loss_cls: 3.0331, loss: 3.0331, grad_norm: 1.7558 2021-01-21 14:26:41,221 - mmaction - INFO - Epoch [70][220/2147] lr: 1.662e-01, eta: 7 days, 16:56:34, time: 1.836, data_time: 0.008, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5777, loss_cls: 3.0599, loss: 3.0599, grad_norm: 1.7665 2021-01-21 14:27:12,836 - mmaction - INFO - Epoch [70][240/2147] lr: 1.662e-01, eta: 7 days, 16:55:58, time: 1.596, data_time: 0.023, memory: 16628, top1_acc: 0.3415, top5_acc: 0.5902, loss_cls: 3.0071, loss: 3.0071, grad_norm: 1.7235 2021-01-21 14:27:43,760 - mmaction - INFO - Epoch [70][260/2147] lr: 1.662e-01, eta: 7 days, 16:55:18, time: 1.540, data_time: 0.009, memory: 16628, top1_acc: 0.3393, top5_acc: 0.5902, loss_cls: 3.0554, loss: 3.0554, grad_norm: 1.7246 2021-01-21 14:28:12,459 - mmaction - INFO - Epoch [70][280/2147] lr: 1.662e-01, eta: 7 days, 16:54:33, time: 1.442, data_time: 0.010, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5875, loss_cls: 3.0495, loss: 3.0495, grad_norm: 1.7538 2021-01-21 14:28:43,597 - mmaction - INFO - Epoch [70][300/2147] lr: 1.662e-01, eta: 7 days, 16:53:54, time: 1.558, data_time: 0.004, memory: 16628, top1_acc: 0.3344, top5_acc: 0.6045, loss_cls: 3.0139, loss: 3.0139, grad_norm: 1.7460 2021-01-21 14:29:12,893 - mmaction - INFO - Epoch [70][320/2147] lr: 1.662e-01, eta: 7 days, 16:53:10, time: 1.463, data_time: 0.001, memory: 16628, top1_acc: 0.3281, top5_acc: 0.5790, loss_cls: 3.0635, loss: 3.0635, grad_norm: 1.7070 2021-01-21 14:29:41,678 - mmaction - INFO - Epoch [70][340/2147] lr: 1.662e-01, eta: 7 days, 16:52:26, time: 1.441, data_time: 0.008, memory: 16628, top1_acc: 0.3429, top5_acc: 0.5982, loss_cls: 3.0473, loss: 3.0473, grad_norm: 1.7100 2021-01-21 14:30:10,485 - mmaction - INFO - Epoch [70][360/2147] lr: 1.662e-01, eta: 7 days, 16:51:40, time: 1.440, data_time: 0.002, memory: 16628, top1_acc: 0.3330, top5_acc: 0.5888, loss_cls: 3.0279, loss: 3.0279, grad_norm: 1.7459 2021-01-21 14:30:40,134 - mmaction - INFO - Epoch [70][380/2147] lr: 1.662e-01, eta: 7 days, 16:50:58, time: 1.480, data_time: 0.005, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5951, loss_cls: 3.0612, loss: 3.0612, grad_norm: 1.7747 2021-01-21 14:31:12,616 - mmaction - INFO - Epoch [70][400/2147] lr: 1.662e-01, eta: 7 days, 16:50:22, time: 1.621, data_time: 0.010, memory: 16628, top1_acc: 0.3308, top5_acc: 0.5897, loss_cls: 3.0470, loss: 3.0470, grad_norm: 1.7322 2021-01-21 14:31:43,024 - mmaction - INFO - Epoch [70][420/2147] lr: 1.662e-01, eta: 7 days, 16:49:41, time: 1.514, data_time: 0.012, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5696, loss_cls: 3.1111, loss: 3.1111, grad_norm: 1.7797 2021-01-21 14:32:12,341 - mmaction - INFO - Epoch [70][440/2147] lr: 1.662e-01, eta: 7 days, 16:48:58, time: 1.475, data_time: 0.015, memory: 16628, top1_acc: 0.3107, top5_acc: 0.5723, loss_cls: 3.1554, loss: 3.1554, grad_norm: 1.7088 2021-01-21 14:32:40,865 - mmaction - INFO - Epoch [70][460/2147] lr: 1.662e-01, eta: 7 days, 16:48:13, time: 1.429, data_time: 0.005, memory: 16628, top1_acc: 0.3424, top5_acc: 0.5862, loss_cls: 3.0262, loss: 3.0262, grad_norm: 1.7028 2021-01-21 14:33:11,935 - mmaction - INFO - Epoch [70][480/2147] lr: 1.662e-01, eta: 7 days, 16:47:34, time: 1.554, data_time: 0.002, memory: 16628, top1_acc: 0.3371, top5_acc: 0.5862, loss_cls: 3.0296, loss: 3.0296, grad_norm: 1.7463 2021-01-21 14:33:43,966 - mmaction - INFO - Epoch [70][500/2147] lr: 1.662e-01, eta: 7 days, 16:46:58, time: 1.601, data_time: 0.004, memory: 16628, top1_acc: 0.3330, top5_acc: 0.5942, loss_cls: 3.0052, loss: 3.0052, grad_norm: 1.7511 2021-01-21 14:34:13,180 - mmaction - INFO - Epoch [70][520/2147] lr: 1.662e-01, eta: 7 days, 16:46:14, time: 1.460, data_time: 0.002, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5875, loss_cls: 3.0821, loss: 3.0821, grad_norm: 1.7856 2021-01-21 14:34:43,137 - mmaction - INFO - Epoch [70][540/2147] lr: 1.662e-01, eta: 7 days, 16:45:32, time: 1.499, data_time: 0.007, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5732, loss_cls: 3.1096, loss: 3.1096, grad_norm: 1.7249 2021-01-21 14:35:20,151 - mmaction - INFO - Epoch [70][560/2147] lr: 1.662e-01, eta: 7 days, 16:45:09, time: 1.850, data_time: 0.002, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5862, loss_cls: 3.0803, loss: 3.0803, grad_norm: 1.7467 2021-01-21 14:35:48,918 - mmaction - INFO - Epoch [70][580/2147] lr: 1.662e-01, eta: 7 days, 16:44:24, time: 1.437, data_time: 0.006, memory: 16628, top1_acc: 0.3384, top5_acc: 0.5955, loss_cls: 3.0339, loss: 3.0339, grad_norm: 1.7924 2021-01-21 14:36:18,310 - mmaction - INFO - Epoch [70][600/2147] lr: 1.662e-01, eta: 7 days, 16:43:40, time: 1.464, data_time: 0.003, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5781, loss_cls: 3.1130, loss: 3.1130, grad_norm: 1.7715 2021-01-21 14:36:52,617 - mmaction - INFO - Epoch [70][620/2147] lr: 1.662e-01, eta: 7 days, 16:43:10, time: 1.707, data_time: 0.009, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5781, loss_cls: 3.0841, loss: 3.0841, grad_norm: 1.7809 2021-01-21 14:37:26,890 - mmaction - INFO - Epoch [70][640/2147] lr: 1.662e-01, eta: 7 days, 16:42:40, time: 1.727, data_time: 0.024, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5821, loss_cls: 3.1088, loss: 3.1088, grad_norm: 1.7257 2021-01-21 14:37:56,680 - mmaction - INFO - Epoch [70][660/2147] lr: 1.662e-01, eta: 7 days, 16:41:57, time: 1.484, data_time: 0.007, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5723, loss_cls: 3.1242, loss: 3.1242, grad_norm: 1.7407 2021-01-21 14:38:25,794 - mmaction - INFO - Epoch [70][680/2147] lr: 1.662e-01, eta: 7 days, 16:41:14, time: 1.461, data_time: 0.012, memory: 16628, top1_acc: 0.3402, top5_acc: 0.5746, loss_cls: 3.0581, loss: 3.0581, grad_norm: 1.7202 2021-01-21 14:38:59,266 - mmaction - INFO - Epoch [70][700/2147] lr: 1.662e-01, eta: 7 days, 16:40:41, time: 1.673, data_time: 0.004, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5790, loss_cls: 3.0829, loss: 3.0829, grad_norm: 1.7507 2021-01-21 14:39:28,821 - mmaction - INFO - Epoch [70][720/2147] lr: 1.662e-01, eta: 7 days, 16:39:58, time: 1.480, data_time: 0.007, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5862, loss_cls: 3.0955, loss: 3.0955, grad_norm: 1.7521 2021-01-21 14:39:59,339 - mmaction - INFO - Epoch [70][740/2147] lr: 1.662e-01, eta: 7 days, 16:39:18, time: 1.523, data_time: 0.007, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5799, loss_cls: 3.0982, loss: 3.0982, grad_norm: 1.6993 2021-01-21 14:40:30,010 - mmaction - INFO - Epoch [70][760/2147] lr: 1.662e-01, eta: 7 days, 16:38:38, time: 1.529, data_time: 0.005, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5763, loss_cls: 3.1097, loss: 3.1097, grad_norm: 1.8018 2021-01-21 14:41:02,364 - mmaction - INFO - Epoch [70][780/2147] lr: 1.662e-01, eta: 7 days, 16:38:03, time: 1.624, data_time: 0.014, memory: 16628, top1_acc: 0.3393, top5_acc: 0.5848, loss_cls: 3.0622, loss: 3.0622, grad_norm: 1.7705 2021-01-21 14:41:31,909 - mmaction - INFO - Epoch [70][800/2147] lr: 1.662e-01, eta: 7 days, 16:37:20, time: 1.472, data_time: 0.014, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5866, loss_cls: 3.0593, loss: 3.0593, grad_norm: 1.7233 2021-01-21 14:42:04,684 - mmaction - INFO - Epoch [70][820/2147] lr: 1.662e-01, eta: 7 days, 16:36:46, time: 1.645, data_time: 0.043, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5920, loss_cls: 3.0392, loss: 3.0392, grad_norm: 1.7134 2021-01-21 14:42:35,660 - mmaction - INFO - Epoch [70][840/2147] lr: 1.662e-01, eta: 7 days, 16:36:06, time: 1.549, data_time: 0.004, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5625, loss_cls: 3.0989, loss: 3.0989, grad_norm: 1.7427 2021-01-21 14:43:05,523 - mmaction - INFO - Epoch [70][860/2147] lr: 1.662e-01, eta: 7 days, 16:35:24, time: 1.494, data_time: 0.003, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5848, loss_cls: 3.0422, loss: 3.0422, grad_norm: 1.7420 2021-01-21 14:43:35,549 - mmaction - INFO - Epoch [70][880/2147] lr: 1.662e-01, eta: 7 days, 16:34:43, time: 1.499, data_time: 0.003, memory: 16628, top1_acc: 0.3424, top5_acc: 0.5915, loss_cls: 3.0331, loss: 3.0331, grad_norm: 1.7621 2021-01-21 14:44:04,650 - mmaction - INFO - Epoch [70][900/2147] lr: 1.662e-01, eta: 7 days, 16:33:59, time: 1.455, data_time: 0.018, memory: 16628, top1_acc: 0.3379, top5_acc: 0.5875, loss_cls: 3.0549, loss: 3.0549, grad_norm: 1.8052 2021-01-21 14:44:33,612 - mmaction - INFO - Epoch [70][920/2147] lr: 1.662e-01, eta: 7 days, 16:33:14, time: 1.449, data_time: 0.004, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5772, loss_cls: 3.1137, loss: 3.1137, grad_norm: 1.7723 2021-01-21 14:45:06,823 - mmaction - INFO - Epoch [70][940/2147] lr: 1.662e-01, eta: 7 days, 16:32:41, time: 1.658, data_time: 0.003, memory: 16628, top1_acc: 0.3388, top5_acc: 0.5795, loss_cls: 3.0563, loss: 3.0563, grad_norm: 1.7486 2021-01-21 14:45:36,134 - mmaction - INFO - Epoch [70][960/2147] lr: 1.662e-01, eta: 7 days, 16:31:58, time: 1.469, data_time: 0.006, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5772, loss_cls: 3.1035, loss: 3.1035, grad_norm: 1.7333 2021-01-21 14:46:05,950 - mmaction - INFO - Epoch [70][980/2147] lr: 1.662e-01, eta: 7 days, 16:31:15, time: 1.490, data_time: 0.004, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5871, loss_cls: 3.0516, loss: 3.0516, grad_norm: 1.7025 2021-01-21 14:46:37,418 - mmaction - INFO - Epoch [70][1000/2147] lr: 1.662e-01, eta: 7 days, 16:30:37, time: 1.567, data_time: 0.051, memory: 16628, top1_acc: 0.3388, top5_acc: 0.5763, loss_cls: 3.0249, loss: 3.0249, grad_norm: 1.7647 2021-01-21 14:47:06,709 - mmaction - INFO - Epoch [70][1020/2147] lr: 1.662e-01, eta: 7 days, 16:29:54, time: 1.469, data_time: 0.009, memory: 16628, top1_acc: 0.3281, top5_acc: 0.5929, loss_cls: 3.0546, loss: 3.0546, grad_norm: 1.7522 2021-01-21 14:47:39,709 - mmaction - INFO - Epoch [70][1040/2147] lr: 1.662e-01, eta: 7 days, 16:29:20, time: 1.647, data_time: 0.006, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5679, loss_cls: 3.1179, loss: 3.1179, grad_norm: 1.7757 2021-01-21 14:48:10,676 - mmaction - INFO - Epoch [70][1060/2147] lr: 1.662e-01, eta: 7 days, 16:28:41, time: 1.551, data_time: 0.008, memory: 16628, top1_acc: 0.3344, top5_acc: 0.5853, loss_cls: 3.0456, loss: 3.0456, grad_norm: 1.7610 2021-01-21 14:48:44,238 - mmaction - INFO - Epoch [70][1080/2147] lr: 1.662e-01, eta: 7 days, 16:28:08, time: 1.653, data_time: 0.004, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5674, loss_cls: 3.1555, loss: 3.1555, grad_norm: 1.7531 2021-01-21 14:49:18,041 - mmaction - INFO - Epoch [70][1100/2147] lr: 1.662e-01, eta: 7 days, 16:27:38, time: 1.714, data_time: 0.033, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5826, loss_cls: 3.0516, loss: 3.0516, grad_norm: 1.7366 2021-01-21 14:49:46,769 - mmaction - INFO - Epoch [70][1120/2147] lr: 1.662e-01, eta: 7 days, 16:26:53, time: 1.438, data_time: 0.005, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5705, loss_cls: 3.1217, loss: 3.1217, grad_norm: 1.7395 2021-01-21 14:50:19,738 - mmaction - INFO - Epoch [70][1140/2147] lr: 1.662e-01, eta: 7 days, 16:26:19, time: 1.646, data_time: 0.005, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5357, loss_cls: 3.2020, loss: 3.2020, grad_norm: 1.7596 2021-01-21 14:50:51,116 - mmaction - INFO - Epoch [70][1160/2147] lr: 1.662e-01, eta: 7 days, 16:25:41, time: 1.573, data_time: 0.007, memory: 16628, top1_acc: 0.3429, top5_acc: 0.5746, loss_cls: 3.1148, loss: 3.1148, grad_norm: 1.7048 2021-01-21 14:51:20,619 - mmaction - INFO - Epoch [70][1180/2147] lr: 1.662e-01, eta: 7 days, 16:24:58, time: 1.474, data_time: 0.009, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5768, loss_cls: 3.1158, loss: 3.1158, grad_norm: 1.7429 2021-01-21 14:51:52,357 - mmaction - INFO - Epoch [70][1200/2147] lr: 1.662e-01, eta: 7 days, 16:24:21, time: 1.585, data_time: 0.004, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5866, loss_cls: 3.0769, loss: 3.0769, grad_norm: 1.7314 2021-01-21 14:52:21,353 - mmaction - INFO - Epoch [70][1220/2147] lr: 1.662e-01, eta: 7 days, 16:23:37, time: 1.452, data_time: 0.006, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5812, loss_cls: 3.0637, loss: 3.0637, grad_norm: 1.7080 2021-01-21 14:52:53,149 - mmaction - INFO - Epoch [70][1240/2147] lr: 1.662e-01, eta: 7 days, 16:22:59, time: 1.582, data_time: 0.004, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5884, loss_cls: 3.0307, loss: 3.0307, grad_norm: 1.7283 2021-01-21 14:53:24,657 - mmaction - INFO - Epoch [70][1260/2147] lr: 1.662e-01, eta: 7 days, 16:22:22, time: 1.583, data_time: 0.013, memory: 16628, top1_acc: 0.3442, top5_acc: 0.5893, loss_cls: 3.0542, loss: 3.0542, grad_norm: 1.7853 2021-01-21 14:53:53,991 - mmaction - INFO - Epoch [70][1280/2147] lr: 1.662e-01, eta: 7 days, 16:21:38, time: 1.457, data_time: 0.005, memory: 16628, top1_acc: 0.3437, top5_acc: 0.5920, loss_cls: 2.9927, loss: 2.9927, grad_norm: 1.7274 2021-01-21 14:54:24,528 - mmaction - INFO - Epoch [70][1300/2147] lr: 1.662e-01, eta: 7 days, 16:20:58, time: 1.537, data_time: 0.016, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5821, loss_cls: 3.1171, loss: 3.1171, grad_norm: 1.7832 2021-01-21 14:54:59,740 - mmaction - INFO - Epoch [70][1320/2147] lr: 1.662e-01, eta: 7 days, 16:20:31, time: 1.759, data_time: 0.006, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5862, loss_cls: 3.0902, loss: 3.0902, grad_norm: 1.7649 2021-01-21 14:55:28,732 - mmaction - INFO - Epoch [70][1340/2147] lr: 1.662e-01, eta: 7 days, 16:19:46, time: 1.453, data_time: 0.005, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5839, loss_cls: 3.0753, loss: 3.0753, grad_norm: 1.7015 2021-01-21 14:55:57,603 - mmaction - INFO - Epoch [70][1360/2147] lr: 1.662e-01, eta: 7 days, 16:19:02, time: 1.440, data_time: 0.004, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5710, loss_cls: 3.1363, loss: 3.1363, grad_norm: 1.7325 2021-01-21 14:56:29,775 - mmaction - INFO - Epoch [70][1380/2147] lr: 1.662e-01, eta: 7 days, 16:18:26, time: 1.607, data_time: 0.009, memory: 16628, top1_acc: 0.3469, top5_acc: 0.5871, loss_cls: 3.0529, loss: 3.0529, grad_norm: 1.7404 2021-01-21 14:56:59,676 - mmaction - INFO - Epoch [70][1400/2147] lr: 1.662e-01, eta: 7 days, 16:17:44, time: 1.500, data_time: 0.007, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5638, loss_cls: 3.1571, loss: 3.1571, grad_norm: 1.7176 2021-01-21 14:57:29,628 - mmaction - INFO - Epoch [70][1420/2147] lr: 1.662e-01, eta: 7 days, 16:17:02, time: 1.487, data_time: 0.002, memory: 16628, top1_acc: 0.3281, top5_acc: 0.5799, loss_cls: 3.0932, loss: 3.0932, grad_norm: 1.7807 2021-01-21 14:57:58,265 - mmaction - INFO - Epoch [70][1440/2147] lr: 1.662e-01, eta: 7 days, 16:16:17, time: 1.442, data_time: 0.012, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5835, loss_cls: 3.1305, loss: 3.1305, grad_norm: 1.7149 2021-01-21 14:58:27,077 - mmaction - INFO - Epoch [70][1460/2147] lr: 1.662e-01, eta: 7 days, 16:15:32, time: 1.439, data_time: 0.005, memory: 16628, top1_acc: 0.3397, top5_acc: 0.5853, loss_cls: 3.0790, loss: 3.0790, grad_norm: 1.7136 2021-01-21 14:59:00,102 - mmaction - INFO - Epoch [70][1480/2147] lr: 1.662e-01, eta: 7 days, 16:14:59, time: 1.653, data_time: 0.009, memory: 16628, top1_acc: 0.3295, top5_acc: 0.5942, loss_cls: 3.0249, loss: 3.0249, grad_norm: 1.7030 2021-01-21 14:59:33,279 - mmaction - INFO - Epoch [70][1500/2147] lr: 1.662e-01, eta: 7 days, 16:14:25, time: 1.651, data_time: 0.002, memory: 16628, top1_acc: 0.3464, top5_acc: 0.5826, loss_cls: 3.0287, loss: 3.0287, grad_norm: 1.7597 2021-01-21 15:00:02,515 - mmaction - INFO - Epoch [70][1520/2147] lr: 1.662e-01, eta: 7 days, 16:13:42, time: 1.470, data_time: 0.011, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5804, loss_cls: 3.1093, loss: 3.1093, grad_norm: 1.7898 2021-01-21 15:00:31,541 - mmaction - INFO - Epoch [70][1540/2147] lr: 1.662e-01, eta: 7 days, 16:12:57, time: 1.444, data_time: 0.003, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5884, loss_cls: 3.0671, loss: 3.0671, grad_norm: 1.7374 2021-01-21 15:01:00,748 - mmaction - INFO - Epoch [70][1560/2147] lr: 1.662e-01, eta: 7 days, 16:12:14, time: 1.467, data_time: 0.009, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5723, loss_cls: 3.0988, loss: 3.0988, grad_norm: 1.7538 2021-01-21 15:01:29,598 - mmaction - INFO - Epoch [70][1580/2147] lr: 1.662e-01, eta: 7 days, 16:11:29, time: 1.435, data_time: 0.002, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5951, loss_cls: 3.0671, loss: 3.0671, grad_norm: 1.7253 2021-01-21 15:02:11,124 - mmaction - INFO - Epoch [70][1600/2147] lr: 1.662e-01, eta: 7 days, 16:11:18, time: 2.080, data_time: 0.012, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5835, loss_cls: 3.0521, loss: 3.0521, grad_norm: 1.7340 2021-01-21 15:02:41,578 - mmaction - INFO - Epoch [70][1620/2147] lr: 1.662e-01, eta: 7 days, 16:10:38, time: 1.527, data_time: 0.009, memory: 16628, top1_acc: 0.3388, top5_acc: 0.5723, loss_cls: 3.1159, loss: 3.1159, grad_norm: 1.7334 2021-01-21 15:03:14,690 - mmaction - INFO - Epoch [70][1640/2147] lr: 1.662e-01, eta: 7 days, 16:10:04, time: 1.650, data_time: 0.002, memory: 16628, top1_acc: 0.3415, top5_acc: 0.5937, loss_cls: 3.0847, loss: 3.0847, grad_norm: 1.7505 2021-01-21 15:03:49,977 - mmaction - INFO - Epoch [70][1660/2147] lr: 1.662e-01, eta: 7 days, 16:09:36, time: 1.755, data_time: 0.012, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5652, loss_cls: 3.1810, loss: 3.1810, grad_norm: 1.7316 2021-01-21 15:04:19,060 - mmaction - INFO - Epoch [70][1680/2147] lr: 1.662e-01, eta: 7 days, 16:08:53, time: 1.468, data_time: 0.024, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5754, loss_cls: 3.0796, loss: 3.0796, grad_norm: 1.7574 2021-01-21 15:04:47,838 - mmaction - INFO - Epoch [70][1700/2147] lr: 1.662e-01, eta: 7 days, 16:08:08, time: 1.440, data_time: 0.004, memory: 16628, top1_acc: 0.3295, top5_acc: 0.5830, loss_cls: 3.0741, loss: 3.0741, grad_norm: 1.7462 2021-01-21 15:05:18,634 - mmaction - INFO - Epoch [70][1720/2147] lr: 1.662e-01, eta: 7 days, 16:07:28, time: 1.530, data_time: 0.002, memory: 16628, top1_acc: 0.3317, top5_acc: 0.5768, loss_cls: 3.0902, loss: 3.0902, grad_norm: 1.7822 2021-01-21 15:05:47,754 - mmaction - INFO - Epoch [70][1740/2147] lr: 1.662e-01, eta: 7 days, 16:06:45, time: 1.464, data_time: 0.015, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5875, loss_cls: 3.1000, loss: 3.1000, grad_norm: 1.7340 2021-01-21 15:06:18,756 - mmaction - INFO - Epoch [70][1760/2147] lr: 1.662e-01, eta: 7 days, 16:06:06, time: 1.550, data_time: 0.004, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5670, loss_cls: 3.1251, loss: 3.1251, grad_norm: 1.7149 2021-01-21 15:06:58,318 - mmaction - INFO - Epoch [70][1780/2147] lr: 1.662e-01, eta: 7 days, 16:05:49, time: 1.970, data_time: 0.008, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5853, loss_cls: 3.0581, loss: 3.0581, grad_norm: 1.7456 2021-01-21 15:07:28,654 - mmaction - INFO - Epoch [70][1800/2147] lr: 1.662e-01, eta: 7 days, 16:05:09, time: 1.527, data_time: 0.013, memory: 16628, top1_acc: 0.3321, top5_acc: 0.5710, loss_cls: 3.1253, loss: 3.1253, grad_norm: 1.7295 2021-01-21 15:08:01,692 - mmaction - INFO - Epoch [70][1820/2147] lr: 1.662e-01, eta: 7 days, 16:04:36, time: 1.653, data_time: 0.007, memory: 16628, top1_acc: 0.3281, top5_acc: 0.5911, loss_cls: 3.0764, loss: 3.0764, grad_norm: 1.7466 2021-01-21 15:08:31,904 - mmaction - INFO - Epoch [70][1840/2147] lr: 1.662e-01, eta: 7 days, 16:03:54, time: 1.504, data_time: 0.001, memory: 16628, top1_acc: 0.3357, top5_acc: 0.5902, loss_cls: 3.0495, loss: 3.0495, grad_norm: 1.7170 2021-01-21 15:09:07,283 - mmaction - INFO - Epoch [70][1860/2147] lr: 1.662e-01, eta: 7 days, 16:03:27, time: 1.767, data_time: 0.011, memory: 16628, top1_acc: 0.3411, top5_acc: 0.5893, loss_cls: 3.0258, loss: 3.0258, grad_norm: 1.7742 2021-01-21 15:09:36,237 - mmaction - INFO - Epoch [70][1880/2147] lr: 1.662e-01, eta: 7 days, 16:02:43, time: 1.457, data_time: 0.012, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5826, loss_cls: 3.0661, loss: 3.0661, grad_norm: 1.7572 2021-01-21 15:10:07,890 - mmaction - INFO - Epoch [70][1900/2147] lr: 1.662e-01, eta: 7 days, 16:02:06, time: 1.583, data_time: 0.002, memory: 16628, top1_acc: 0.3375, top5_acc: 0.5866, loss_cls: 3.0700, loss: 3.0700, grad_norm: 1.7428 2021-01-21 15:10:37,214 - mmaction - INFO - Epoch [70][1920/2147] lr: 1.662e-01, eta: 7 days, 16:01:23, time: 1.466, data_time: 0.002, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5777, loss_cls: 3.1022, loss: 3.1022, grad_norm: 1.7855 2021-01-21 15:11:14,844 - mmaction - INFO - Epoch [70][1940/2147] lr: 1.662e-01, eta: 7 days, 16:01:01, time: 1.880, data_time: 0.003, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5844, loss_cls: 3.0625, loss: 3.0625, grad_norm: 1.7459 2021-01-21 15:11:56,204 - mmaction - INFO - Epoch [70][1960/2147] lr: 1.662e-01, eta: 7 days, 16:00:50, time: 2.067, data_time: 0.008, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5737, loss_cls: 3.1269, loss: 3.1269, grad_norm: 1.7407 2021-01-21 15:12:28,863 - mmaction - INFO - Epoch [70][1980/2147] lr: 1.662e-01, eta: 7 days, 16:00:15, time: 1.633, data_time: 0.005, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5906, loss_cls: 3.0406, loss: 3.0406, grad_norm: 1.7579 2021-01-21 15:13:01,271 - mmaction - INFO - Epoch [70][2000/2147] lr: 1.662e-01, eta: 7 days, 15:59:40, time: 1.621, data_time: 0.007, memory: 16628, top1_acc: 0.3473, top5_acc: 0.5848, loss_cls: 3.0094, loss: 3.0094, grad_norm: 1.7239 2021-01-21 15:13:33,126 - mmaction - INFO - Epoch [70][2020/2147] lr: 1.662e-01, eta: 7 days, 15:59:03, time: 1.583, data_time: 0.008, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5875, loss_cls: 3.0479, loss: 3.0479, grad_norm: 1.7506 2021-01-21 15:14:01,766 - mmaction - INFO - Epoch [70][2040/2147] lr: 1.662e-01, eta: 7 days, 15:58:18, time: 1.441, data_time: 0.013, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5643, loss_cls: 3.1614, loss: 3.1614, grad_norm: 1.7143 2021-01-21 15:14:34,146 - mmaction - INFO - Epoch [70][2060/2147] lr: 1.662e-01, eta: 7 days, 15:57:43, time: 1.616, data_time: 0.005, memory: 16628, top1_acc: 0.3250, top5_acc: 0.5808, loss_cls: 3.1015, loss: 3.1015, grad_norm: 1.7074 2021-01-21 15:15:11,574 - mmaction - INFO - Epoch [70][2080/2147] lr: 1.662e-01, eta: 7 days, 15:57:21, time: 1.873, data_time: 0.007, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5799, loss_cls: 3.0818, loss: 3.0818, grad_norm: 1.7829 2021-01-21 15:15:40,422 - mmaction - INFO - Epoch [70][2100/2147] lr: 1.662e-01, eta: 7 days, 15:56:37, time: 1.442, data_time: 0.010, memory: 16628, top1_acc: 0.3379, top5_acc: 0.5902, loss_cls: 3.0408, loss: 3.0408, grad_norm: 1.6812 2021-01-21 15:16:10,853 - mmaction - INFO - Epoch [70][2120/2147] lr: 1.662e-01, eta: 7 days, 15:55:56, time: 1.522, data_time: 0.007, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5920, loss_cls: 3.0578, loss: 3.0578, grad_norm: 1.7689 2021-01-21 15:16:41,181 - mmaction - INFO - Epoch [70][2140/2147] lr: 1.662e-01, eta: 7 days, 15:55:11, time: 1.433, data_time: 0.007, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5853, loss_cls: 3.0643, loss: 3.0643, grad_norm: 1.6944 2021-01-21 15:37:00,853 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-21 15:37:01,775 - mmaction - INFO - top1_acc 0.3609 top5_acc 0.6272 2021-01-21 15:37:01,775 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-21 15:37:01,840 - mmaction - INFO - mean_acc 0.3607 2021-01-21 15:37:01,849 - mmaction - INFO - Epoch(val) [70][2147] top1_acc: 0.3609, top5_acc: 0.6272, mean_class_accuracy: 0.3607 2021-01-21 15:41:27,662 - mmaction - INFO - Epoch [71][20/2147] lr: 1.653e-01, eta: 7 days, 16:04:13, time: 13.277, data_time: 11.764, memory: 16628, top1_acc: 0.3536, top5_acc: 0.5964, loss_cls: 2.9425, loss: 2.9425, grad_norm: 1.7230 2021-01-21 15:41:57,858 - mmaction - INFO - Epoch [71][40/2147] lr: 1.653e-01, eta: 7 days, 16:03:32, time: 1.512, data_time: 0.005, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5790, loss_cls: 3.0982, loss: 3.0982, grad_norm: 1.7769 2021-01-21 15:42:28,436 - mmaction - INFO - Epoch [71][60/2147] lr: 1.653e-01, eta: 7 days, 16:02:52, time: 1.527, data_time: 0.003, memory: 16628, top1_acc: 0.3397, top5_acc: 0.6031, loss_cls: 3.0226, loss: 3.0226, grad_norm: 1.7239 2021-01-21 15:42:58,082 - mmaction - INFO - Epoch [71][80/2147] lr: 1.653e-01, eta: 7 days, 16:02:09, time: 1.477, data_time: 0.008, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5799, loss_cls: 3.0834, loss: 3.0834, grad_norm: 1.7675 2021-01-21 15:43:26,368 - mmaction - INFO - Epoch [71][100/2147] lr: 1.653e-01, eta: 7 days, 16:01:23, time: 1.422, data_time: 0.011, memory: 16628, top1_acc: 0.3281, top5_acc: 0.5920, loss_cls: 3.0405, loss: 3.0405, grad_norm: 1.7350 2021-01-21 15:43:54,865 - mmaction - INFO - Epoch [71][120/2147] lr: 1.653e-01, eta: 7 days, 16:00:37, time: 1.422, data_time: 0.005, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5777, loss_cls: 3.0761, loss: 3.0761, grad_norm: 1.7361 2021-01-21 15:44:23,285 - mmaction - INFO - Epoch [71][140/2147] lr: 1.653e-01, eta: 7 days, 15:59:51, time: 1.424, data_time: 0.006, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5848, loss_cls: 3.0453, loss: 3.0453, grad_norm: 1.7444 2021-01-21 15:44:53,951 - mmaction - INFO - Epoch [71][160/2147] lr: 1.653e-01, eta: 7 days, 15:59:12, time: 1.533, data_time: 0.002, memory: 16628, top1_acc: 0.3469, top5_acc: 0.6013, loss_cls: 2.9987, loss: 2.9987, grad_norm: 1.7544 2021-01-21 15:45:24,096 - mmaction - INFO - Epoch [71][180/2147] lr: 1.653e-01, eta: 7 days, 15:58:30, time: 1.496, data_time: 0.003, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5830, loss_cls: 3.1136, loss: 3.1136, grad_norm: 1.7974 2021-01-21 15:45:54,492 - mmaction - INFO - Epoch [71][200/2147] lr: 1.653e-01, eta: 7 days, 15:57:49, time: 1.519, data_time: 0.013, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5897, loss_cls: 3.0836, loss: 3.0836, grad_norm: 1.7634 2021-01-21 15:46:26,115 - mmaction - INFO - Epoch [71][220/2147] lr: 1.653e-01, eta: 7 days, 15:57:12, time: 1.580, data_time: 0.015, memory: 16628, top1_acc: 0.3344, top5_acc: 0.5728, loss_cls: 3.0664, loss: 3.0664, grad_norm: 1.7287 2021-01-21 15:46:59,731 - mmaction - INFO - Epoch [71][240/2147] lr: 1.653e-01, eta: 7 days, 15:56:40, time: 1.691, data_time: 0.045, memory: 16628, top1_acc: 0.3402, top5_acc: 0.6054, loss_cls: 2.9658, loss: 2.9658, grad_norm: 1.7673 2021-01-21 15:47:33,610 - mmaction - INFO - Epoch [71][260/2147] lr: 1.653e-01, eta: 7 days, 15:56:09, time: 1.695, data_time: 0.005, memory: 16628, top1_acc: 0.3295, top5_acc: 0.5897, loss_cls: 3.0460, loss: 3.0460, grad_norm: 1.7820 2021-01-21 15:48:05,053 - mmaction - INFO - Epoch [71][280/2147] lr: 1.653e-01, eta: 7 days, 15:55:31, time: 1.571, data_time: 0.006, memory: 16628, top1_acc: 0.3420, top5_acc: 0.5987, loss_cls: 3.0311, loss: 3.0311, grad_norm: 1.7358 2021-01-21 15:48:37,419 - mmaction - INFO - Epoch [71][300/2147] lr: 1.653e-01, eta: 7 days, 15:54:56, time: 1.620, data_time: 0.005, memory: 16628, top1_acc: 0.3384, top5_acc: 0.5853, loss_cls: 3.0630, loss: 3.0630, grad_norm: 1.7475 2021-01-21 15:49:09,794 - mmaction - INFO - Epoch [71][320/2147] lr: 1.653e-01, eta: 7 days, 15:54:21, time: 1.619, data_time: 0.002, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5906, loss_cls: 3.0455, loss: 3.0455, grad_norm: 1.7963 2021-01-21 15:49:40,761 - mmaction - INFO - Epoch [71][340/2147] lr: 1.653e-01, eta: 7 days, 15:53:41, time: 1.548, data_time: 0.005, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5804, loss_cls: 3.0711, loss: 3.0711, grad_norm: 1.7320 2021-01-21 15:50:09,335 - mmaction - INFO - Epoch [71][360/2147] lr: 1.653e-01, eta: 7 days, 15:52:56, time: 1.429, data_time: 0.001, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5893, loss_cls: 3.0526, loss: 3.0526, grad_norm: 1.7473 2021-01-21 15:50:40,372 - mmaction - INFO - Epoch [71][380/2147] lr: 1.653e-01, eta: 7 days, 15:52:17, time: 1.551, data_time: 0.002, memory: 16628, top1_acc: 0.3393, top5_acc: 0.5848, loss_cls: 3.0456, loss: 3.0456, grad_norm: 1.7463 2021-01-21 15:51:09,131 - mmaction - INFO - Epoch [71][400/2147] lr: 1.653e-01, eta: 7 days, 15:51:32, time: 1.438, data_time: 0.003, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5817, loss_cls: 3.1133, loss: 3.1133, grad_norm: 1.7813 2021-01-21 15:51:40,941 - mmaction - INFO - Epoch [71][420/2147] lr: 1.653e-01, eta: 7 days, 15:50:53, time: 1.541, data_time: 0.004, memory: 16628, top1_acc: 0.3388, top5_acc: 0.5902, loss_cls: 3.0421, loss: 3.0421, grad_norm: 1.7810 2021-01-21 15:52:13,335 - mmaction - INFO - Epoch [71][440/2147] lr: 1.653e-01, eta: 7 days, 15:50:20, time: 1.668, data_time: 0.052, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5714, loss_cls: 3.0812, loss: 3.0812, grad_norm: 1.7395 2021-01-21 15:52:42,222 - mmaction - INFO - Epoch [71][460/2147] lr: 1.653e-01, eta: 7 days, 15:49:36, time: 1.445, data_time: 0.004, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5938, loss_cls: 3.0379, loss: 3.0379, grad_norm: 1.7335 2021-01-21 15:53:10,651 - mmaction - INFO - Epoch [71][480/2147] lr: 1.653e-01, eta: 7 days, 15:48:50, time: 1.423, data_time: 0.004, memory: 16628, top1_acc: 0.3268, top5_acc: 0.6000, loss_cls: 3.0025, loss: 3.0025, grad_norm: 1.8082 2021-01-21 15:53:39,422 - mmaction - INFO - Epoch [71][500/2147] lr: 1.653e-01, eta: 7 days, 15:48:05, time: 1.439, data_time: 0.004, memory: 16628, top1_acc: 0.3460, top5_acc: 0.5991, loss_cls: 2.9702, loss: 2.9702, grad_norm: 1.7680 2021-01-21 15:54:08,007 - mmaction - INFO - Epoch [71][520/2147] lr: 1.653e-01, eta: 7 days, 15:47:20, time: 1.428, data_time: 0.003, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5808, loss_cls: 3.0986, loss: 3.0986, grad_norm: 1.7817 2021-01-21 15:54:39,333 - mmaction - INFO - Epoch [71][540/2147] lr: 1.653e-01, eta: 7 days, 15:46:42, time: 1.567, data_time: 0.004, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5795, loss_cls: 3.0992, loss: 3.0992, grad_norm: 1.7838 2021-01-21 15:55:09,990 - mmaction - INFO - Epoch [71][560/2147] lr: 1.653e-01, eta: 7 days, 15:46:02, time: 1.533, data_time: 0.004, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5777, loss_cls: 3.0795, loss: 3.0795, grad_norm: 1.7200 2021-01-21 15:55:39,505 - mmaction - INFO - Epoch [71][580/2147] lr: 1.653e-01, eta: 7 days, 15:45:19, time: 1.476, data_time: 0.008, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5951, loss_cls: 2.9903, loss: 2.9903, grad_norm: 1.7416 2021-01-21 15:56:08,163 - mmaction - INFO - Epoch [71][600/2147] lr: 1.653e-01, eta: 7 days, 15:44:34, time: 1.433, data_time: 0.002, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5808, loss_cls: 3.0791, loss: 3.0791, grad_norm: 1.8143 2021-01-21 15:56:41,147 - mmaction - INFO - Epoch [71][620/2147] lr: 1.653e-01, eta: 7 days, 15:43:59, time: 1.626, data_time: 0.002, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5879, loss_cls: 3.0533, loss: 3.0533, grad_norm: 1.7522 2021-01-21 15:57:12,899 - mmaction - INFO - Epoch [71][640/2147] lr: 1.653e-01, eta: 7 days, 15:43:23, time: 1.610, data_time: 0.116, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5871, loss_cls: 3.0637, loss: 3.0637, grad_norm: 1.7198 2021-01-21 15:57:45,836 - mmaction - INFO - Epoch [71][660/2147] lr: 1.653e-01, eta: 7 days, 15:42:49, time: 1.643, data_time: 0.007, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5821, loss_cls: 3.0913, loss: 3.0913, grad_norm: 1.7798 2021-01-21 15:58:14,909 - mmaction - INFO - Epoch [71][680/2147] lr: 1.653e-01, eta: 7 days, 15:42:05, time: 1.457, data_time: 0.007, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5808, loss_cls: 3.0820, loss: 3.0820, grad_norm: 1.7461 2021-01-21 15:58:45,926 - mmaction - INFO - Epoch [71][700/2147] lr: 1.653e-01, eta: 7 days, 15:41:26, time: 1.551, data_time: 0.010, memory: 16628, top1_acc: 0.3330, top5_acc: 0.5795, loss_cls: 3.0658, loss: 3.0658, grad_norm: 1.7592 2021-01-21 15:59:14,773 - mmaction - INFO - Epoch [71][720/2147] lr: 1.653e-01, eta: 7 days, 15:40:42, time: 1.443, data_time: 0.002, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5821, loss_cls: 3.0265, loss: 3.0265, grad_norm: 1.7342 2021-01-21 15:59:43,771 - mmaction - INFO - Epoch [71][740/2147] lr: 1.653e-01, eta: 7 days, 15:39:58, time: 1.450, data_time: 0.003, memory: 16628, top1_acc: 0.3357, top5_acc: 0.5955, loss_cls: 3.0600, loss: 3.0600, grad_norm: 1.7363 2021-01-21 16:00:12,484 - mmaction - INFO - Epoch [71][760/2147] lr: 1.653e-01, eta: 7 days, 15:39:13, time: 1.436, data_time: 0.003, memory: 16628, top1_acc: 0.3317, top5_acc: 0.5915, loss_cls: 3.0742, loss: 3.0742, grad_norm: 1.7020 2021-01-21 16:00:41,041 - mmaction - INFO - Epoch [71][780/2147] lr: 1.653e-01, eta: 7 days, 15:38:27, time: 1.425, data_time: 0.002, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5701, loss_cls: 3.1386, loss: 3.1386, grad_norm: 1.7818 2021-01-21 16:01:09,663 - mmaction - INFO - Epoch [71][800/2147] lr: 1.653e-01, eta: 7 days, 15:37:42, time: 1.432, data_time: 0.007, memory: 16628, top1_acc: 0.3375, top5_acc: 0.5871, loss_cls: 3.0584, loss: 3.0584, grad_norm: 1.7670 2021-01-21 16:01:41,904 - mmaction - INFO - Epoch [71][820/2147] lr: 1.653e-01, eta: 7 days, 15:36:59, time: 1.473, data_time: 0.058, memory: 16628, top1_acc: 0.3357, top5_acc: 0.5844, loss_cls: 3.0376, loss: 3.0376, grad_norm: 1.6988 2021-01-21 16:02:12,731 - mmaction - INFO - Epoch [71][840/2147] lr: 1.653e-01, eta: 7 days, 15:36:27, time: 1.681, data_time: 0.144, memory: 16628, top1_acc: 0.3540, top5_acc: 0.5973, loss_cls: 2.9678, loss: 2.9678, grad_norm: 1.7127 2021-01-21 16:02:44,062 - mmaction - INFO - Epoch [71][860/2147] lr: 1.653e-01, eta: 7 days, 15:35:49, time: 1.565, data_time: 0.005, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5790, loss_cls: 3.0894, loss: 3.0894, grad_norm: 1.7689 2021-01-21 16:03:12,966 - mmaction - INFO - Epoch [71][880/2147] lr: 1.653e-01, eta: 7 days, 15:35:05, time: 1.447, data_time: 0.008, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5679, loss_cls: 3.1364, loss: 3.1364, grad_norm: 1.7071 2021-01-21 16:03:43,749 - mmaction - INFO - Epoch [71][900/2147] lr: 1.653e-01, eta: 7 days, 15:34:25, time: 1.535, data_time: 0.004, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5839, loss_cls: 3.0761, loss: 3.0761, grad_norm: 1.7420 2021-01-21 16:04:12,860 - mmaction - INFO - Epoch [71][920/2147] lr: 1.653e-01, eta: 7 days, 15:33:41, time: 1.458, data_time: 0.011, memory: 16628, top1_acc: 0.3589, top5_acc: 0.6071, loss_cls: 2.9466, loss: 2.9466, grad_norm: 1.7124 2021-01-21 16:04:43,144 - mmaction - INFO - Epoch [71][940/2147] lr: 1.653e-01, eta: 7 days, 15:33:01, time: 1.518, data_time: 0.006, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5888, loss_cls: 3.0856, loss: 3.0856, grad_norm: 1.7730 2021-01-21 16:05:12,317 - mmaction - INFO - Epoch [71][960/2147] lr: 1.653e-01, eta: 7 days, 15:32:17, time: 1.454, data_time: 0.005, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5679, loss_cls: 3.1066, loss: 3.1066, grad_norm: 1.7657 2021-01-21 16:05:47,459 - mmaction - INFO - Epoch [71][980/2147] lr: 1.653e-01, eta: 7 days, 15:31:48, time: 1.753, data_time: 0.016, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5710, loss_cls: 3.0553, loss: 3.0553, grad_norm: 1.7221 2021-01-21 16:06:21,627 - mmaction - INFO - Epoch [71][1000/2147] lr: 1.653e-01, eta: 7 days, 15:31:18, time: 1.711, data_time: 0.018, memory: 16628, top1_acc: 0.3085, top5_acc: 0.5741, loss_cls: 3.1583, loss: 3.1583, grad_norm: 1.7327 2021-01-21 16:06:51,484 - mmaction - INFO - Epoch [71][1020/2147] lr: 1.653e-01, eta: 7 days, 15:30:36, time: 1.499, data_time: 0.008, memory: 16628, top1_acc: 0.3402, top5_acc: 0.5888, loss_cls: 3.0443, loss: 3.0443, grad_norm: 1.7314 2021-01-21 16:07:28,947 - mmaction - INFO - Epoch [71][1040/2147] lr: 1.653e-01, eta: 7 days, 15:30:14, time: 1.867, data_time: 0.004, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5844, loss_cls: 3.1058, loss: 3.1058, grad_norm: 1.7723 2021-01-21 16:08:12,290 - mmaction - INFO - Epoch [71][1060/2147] lr: 1.653e-01, eta: 7 days, 15:30:08, time: 2.163, data_time: 0.011, memory: 16628, top1_acc: 0.3487, top5_acc: 0.5875, loss_cls: 3.0423, loss: 3.0423, grad_norm: 1.7355 2021-01-21 16:08:41,271 - mmaction - INFO - Epoch [71][1080/2147] lr: 1.653e-01, eta: 7 days, 15:29:24, time: 1.454, data_time: 0.019, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5795, loss_cls: 3.1162, loss: 3.1162, grad_norm: 1.7295 2021-01-21 16:09:14,996 - mmaction - INFO - Epoch [71][1100/2147] lr: 1.653e-01, eta: 7 days, 15:28:52, time: 1.686, data_time: 0.008, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5665, loss_cls: 3.1411, loss: 3.1411, grad_norm: 1.7287 2021-01-21 16:09:45,315 - mmaction - INFO - Epoch [71][1120/2147] lr: 1.653e-01, eta: 7 days, 15:28:11, time: 1.513, data_time: 0.007, memory: 16628, top1_acc: 0.3058, top5_acc: 0.5625, loss_cls: 3.1715, loss: 3.1715, grad_norm: 1.7117 2021-01-21 16:10:14,390 - mmaction - INFO - Epoch [71][1140/2147] lr: 1.653e-01, eta: 7 days, 15:27:28, time: 1.462, data_time: 0.014, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5732, loss_cls: 3.1080, loss: 3.1080, grad_norm: 1.6991 2021-01-21 16:10:46,521 - mmaction - INFO - Epoch [71][1160/2147] lr: 1.653e-01, eta: 7 days, 15:26:51, time: 1.601, data_time: 0.009, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5929, loss_cls: 3.0409, loss: 3.0409, grad_norm: 1.7173 2021-01-21 16:11:17,742 - mmaction - INFO - Epoch [71][1180/2147] lr: 1.653e-01, eta: 7 days, 15:26:13, time: 1.566, data_time: 0.008, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5821, loss_cls: 3.0831, loss: 3.0831, grad_norm: 1.7715 2021-01-21 16:11:51,397 - mmaction - INFO - Epoch [71][1200/2147] lr: 1.653e-01, eta: 7 days, 15:25:41, time: 1.677, data_time: 0.005, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5750, loss_cls: 3.1106, loss: 3.1106, grad_norm: 1.7529 2021-01-21 16:12:19,919 - mmaction - INFO - Epoch [71][1220/2147] lr: 1.653e-01, eta: 7 days, 15:24:56, time: 1.432, data_time: 0.015, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5603, loss_cls: 3.1121, loss: 3.1121, grad_norm: 1.7102 2021-01-21 16:12:48,842 - mmaction - INFO - Epoch [71][1240/2147] lr: 1.653e-01, eta: 7 days, 15:24:12, time: 1.446, data_time: 0.004, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5808, loss_cls: 3.1025, loss: 3.1025, grad_norm: 1.7677 2021-01-21 16:13:17,613 - mmaction - INFO - Epoch [71][1260/2147] lr: 1.653e-01, eta: 7 days, 15:23:27, time: 1.439, data_time: 0.004, memory: 16628, top1_acc: 0.3402, top5_acc: 0.5982, loss_cls: 2.9960, loss: 2.9960, grad_norm: 1.7481 2021-01-21 16:13:47,659 - mmaction - INFO - Epoch [71][1280/2147] lr: 1.653e-01, eta: 7 days, 15:22:46, time: 1.502, data_time: 0.010, memory: 16628, top1_acc: 0.3397, top5_acc: 0.5964, loss_cls: 3.0194, loss: 3.0194, grad_norm: 1.7845 2021-01-21 16:14:20,293 - mmaction - INFO - Epoch [71][1300/2147] lr: 1.653e-01, eta: 7 days, 15:22:10, time: 1.612, data_time: 0.004, memory: 16628, top1_acc: 0.3442, top5_acc: 0.5942, loss_cls: 3.0223, loss: 3.0223, grad_norm: 1.7155 2021-01-21 16:14:49,631 - mmaction - INFO - Epoch [71][1320/2147] lr: 1.653e-01, eta: 7 days, 15:21:28, time: 1.480, data_time: 0.022, memory: 16628, top1_acc: 0.3384, top5_acc: 0.5826, loss_cls: 3.0618, loss: 3.0618, grad_norm: 1.7255 2021-01-21 16:15:23,116 - mmaction - INFO - Epoch [71][1340/2147] lr: 1.653e-01, eta: 7 days, 15:20:56, time: 1.680, data_time: 0.008, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5844, loss_cls: 3.0647, loss: 3.0647, grad_norm: 1.7909 2021-01-21 16:15:51,934 - mmaction - INFO - Epoch [71][1360/2147] lr: 1.653e-01, eta: 7 days, 15:20:11, time: 1.439, data_time: 0.004, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5817, loss_cls: 3.0860, loss: 3.0860, grad_norm: 1.7961 2021-01-21 16:16:26,270 - mmaction - INFO - Epoch [71][1380/2147] lr: 1.653e-01, eta: 7 days, 15:19:41, time: 1.716, data_time: 0.006, memory: 16628, top1_acc: 0.3094, top5_acc: 0.5732, loss_cls: 3.1154, loss: 3.1154, grad_norm: 1.7183 2021-01-21 16:16:55,717 - mmaction - INFO - Epoch [71][1400/2147] lr: 1.653e-01, eta: 7 days, 15:18:58, time: 1.474, data_time: 0.005, memory: 16628, top1_acc: 0.3393, top5_acc: 0.5643, loss_cls: 3.0633, loss: 3.0633, grad_norm: 1.7636 2021-01-21 16:17:26,748 - mmaction - INFO - Epoch [71][1420/2147] lr: 1.653e-01, eta: 7 days, 15:18:19, time: 1.551, data_time: 0.009, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5799, loss_cls: 3.0820, loss: 3.0820, grad_norm: 1.7529 2021-01-21 16:17:55,447 - mmaction - INFO - Epoch [71][1440/2147] lr: 1.653e-01, eta: 7 days, 15:17:34, time: 1.434, data_time: 0.008, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5915, loss_cls: 3.0406, loss: 3.0406, grad_norm: 1.7107 2021-01-21 16:18:24,033 - mmaction - INFO - Epoch [71][1460/2147] lr: 1.653e-01, eta: 7 days, 15:16:49, time: 1.432, data_time: 0.005, memory: 16628, top1_acc: 0.3442, top5_acc: 0.5996, loss_cls: 2.9873, loss: 2.9873, grad_norm: 1.7373 2021-01-21 16:18:57,544 - mmaction - INFO - Epoch [71][1480/2147] lr: 1.653e-01, eta: 7 days, 15:16:17, time: 1.671, data_time: 0.003, memory: 16628, top1_acc: 0.3424, top5_acc: 0.5857, loss_cls: 3.0372, loss: 3.0372, grad_norm: 1.7258 2021-01-21 16:19:27,076 - mmaction - INFO - Epoch [71][1500/2147] lr: 1.653e-01, eta: 7 days, 15:15:34, time: 1.482, data_time: 0.007, memory: 16628, top1_acc: 0.3487, top5_acc: 0.5804, loss_cls: 3.0613, loss: 3.0613, grad_norm: 1.7637 2021-01-21 16:19:55,343 - mmaction - INFO - Epoch [71][1520/2147] lr: 1.653e-01, eta: 7 days, 15:14:48, time: 1.413, data_time: 0.003, memory: 16628, top1_acc: 0.3321, top5_acc: 0.5804, loss_cls: 3.0869, loss: 3.0869, grad_norm: 1.7519 2021-01-21 16:20:27,396 - mmaction - INFO - Epoch [71][1540/2147] lr: 1.653e-01, eta: 7 days, 15:14:12, time: 1.599, data_time: 0.009, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5808, loss_cls: 3.0350, loss: 3.0350, grad_norm: 1.7312 2021-01-21 16:20:58,075 - mmaction - INFO - Epoch [71][1560/2147] lr: 1.653e-01, eta: 7 days, 15:13:32, time: 1.535, data_time: 0.009, memory: 16628, top1_acc: 0.3299, top5_acc: 0.5683, loss_cls: 3.1065, loss: 3.1065, grad_norm: 1.7606 2021-01-21 16:21:29,578 - mmaction - INFO - Epoch [71][1580/2147] lr: 1.653e-01, eta: 7 days, 15:12:54, time: 1.567, data_time: 0.005, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5746, loss_cls: 3.1090, loss: 3.1090, grad_norm: 1.7325 2021-01-21 16:22:27,421 - mmaction - INFO - Epoch [71][1600/2147] lr: 1.653e-01, eta: 7 days, 15:13:26, time: 2.900, data_time: 0.015, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5875, loss_cls: 3.1100, loss: 3.1100, grad_norm: 1.7568 2021-01-21 16:22:56,849 - mmaction - INFO - Epoch [71][1620/2147] lr: 1.653e-01, eta: 7 days, 15:12:43, time: 1.475, data_time: 0.016, memory: 16628, top1_acc: 0.3295, top5_acc: 0.5705, loss_cls: 3.1110, loss: 3.1110, grad_norm: 1.7279 2021-01-21 16:23:26,601 - mmaction - INFO - Epoch [71][1640/2147] lr: 1.653e-01, eta: 7 days, 15:12:01, time: 1.488, data_time: 0.002, memory: 16628, top1_acc: 0.3451, top5_acc: 0.5790, loss_cls: 3.0771, loss: 3.0771, grad_norm: 1.7345 2021-01-21 16:23:55,662 - mmaction - INFO - Epoch [71][1660/2147] lr: 1.653e-01, eta: 7 days, 15:11:17, time: 1.450, data_time: 0.002, memory: 16628, top1_acc: 0.3424, top5_acc: 0.6112, loss_cls: 2.9536, loss: 2.9536, grad_norm: 1.7425 2021-01-21 16:24:25,172 - mmaction - INFO - Epoch [71][1680/2147] lr: 1.653e-01, eta: 7 days, 15:10:35, time: 1.478, data_time: 0.004, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5634, loss_cls: 3.1786, loss: 3.1786, grad_norm: 1.7833 2021-01-21 16:24:55,152 - mmaction - INFO - Epoch [71][1700/2147] lr: 1.653e-01, eta: 7 days, 15:09:53, time: 1.499, data_time: 0.005, memory: 16628, top1_acc: 0.3357, top5_acc: 0.5804, loss_cls: 3.0815, loss: 3.0815, grad_norm: 1.7072 2021-01-21 16:25:25,573 - mmaction - INFO - Epoch [71][1720/2147] lr: 1.653e-01, eta: 7 days, 15:09:13, time: 1.521, data_time: 0.003, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5857, loss_cls: 3.0350, loss: 3.0350, grad_norm: 1.7400 2021-01-21 16:25:56,808 - mmaction - INFO - Epoch [71][1740/2147] lr: 1.653e-01, eta: 7 days, 15:08:34, time: 1.554, data_time: 0.002, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5888, loss_cls: 3.0920, loss: 3.0920, grad_norm: 1.7980 2021-01-21 16:26:25,343 - mmaction - INFO - Epoch [71][1760/2147] lr: 1.653e-01, eta: 7 days, 15:07:49, time: 1.433, data_time: 0.010, memory: 16628, top1_acc: 0.3384, top5_acc: 0.5848, loss_cls: 3.0784, loss: 3.0784, grad_norm: 1.7101 2021-01-21 16:27:00,227 - mmaction - INFO - Epoch [71][1780/2147] lr: 1.653e-01, eta: 7 days, 15:07:20, time: 1.737, data_time: 0.006, memory: 16628, top1_acc: 0.3317, top5_acc: 0.5893, loss_cls: 3.0621, loss: 3.0621, grad_norm: 1.7266 2021-01-21 16:27:30,682 - mmaction - INFO - Epoch [71][1800/2147] lr: 1.653e-01, eta: 7 days, 15:06:40, time: 1.530, data_time: 0.010, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5821, loss_cls: 3.1320, loss: 3.1320, grad_norm: 1.7130 2021-01-21 16:27:59,371 - mmaction - INFO - Epoch [71][1820/2147] lr: 1.653e-01, eta: 7 days, 15:05:56, time: 1.436, data_time: 0.004, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5647, loss_cls: 3.1637, loss: 3.1637, grad_norm: 1.7456 2021-01-21 16:28:29,380 - mmaction - INFO - Epoch [71][1840/2147] lr: 1.653e-01, eta: 7 days, 15:05:14, time: 1.500, data_time: 0.002, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5830, loss_cls: 3.0368, loss: 3.0368, grad_norm: 1.7076 2021-01-21 16:28:58,768 - mmaction - INFO - Epoch [71][1860/2147] lr: 1.653e-01, eta: 7 days, 15:04:31, time: 1.469, data_time: 0.003, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5857, loss_cls: 3.0789, loss: 3.0789, grad_norm: 1.7188 2021-01-21 16:29:29,379 - mmaction - INFO - Epoch [71][1880/2147] lr: 1.653e-01, eta: 7 days, 15:03:51, time: 1.530, data_time: 0.003, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5933, loss_cls: 3.0439, loss: 3.0439, grad_norm: 1.6962 2021-01-21 16:29:59,359 - mmaction - INFO - Epoch [71][1900/2147] lr: 1.653e-01, eta: 7 days, 15:03:10, time: 1.500, data_time: 0.003, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5835, loss_cls: 3.0790, loss: 3.0790, grad_norm: 1.7473 2021-01-21 16:30:31,686 - mmaction - INFO - Epoch [71][1920/2147] lr: 1.653e-01, eta: 7 days, 15:02:34, time: 1.615, data_time: 0.002, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5616, loss_cls: 3.1796, loss: 3.1796, grad_norm: 1.7831 2021-01-21 16:31:05,504 - mmaction - INFO - Epoch [71][1940/2147] lr: 1.653e-01, eta: 7 days, 15:02:03, time: 1.691, data_time: 0.007, memory: 16628, top1_acc: 0.3281, top5_acc: 0.5795, loss_cls: 3.1083, loss: 3.1083, grad_norm: 1.6949 2021-01-21 16:31:41,069 - mmaction - INFO - Epoch [71][1960/2147] lr: 1.653e-01, eta: 7 days, 15:01:30, time: 1.664, data_time: 0.002, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5777, loss_cls: 3.1150, loss: 3.1150, grad_norm: 1.7423 2021-01-21 16:32:15,011 - mmaction - INFO - Epoch [71][1980/2147] lr: 1.653e-01, eta: 7 days, 15:01:05, time: 1.810, data_time: 0.118, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5871, loss_cls: 3.0267, loss: 3.0267, grad_norm: 1.8137 2021-01-21 16:32:45,770 - mmaction - INFO - Epoch [71][2000/2147] lr: 1.653e-01, eta: 7 days, 15:00:26, time: 1.540, data_time: 0.006, memory: 16628, top1_acc: 0.3317, top5_acc: 0.5920, loss_cls: 3.0605, loss: 3.0605, grad_norm: 1.7649 2021-01-21 16:33:14,266 - mmaction - INFO - Epoch [71][2020/2147] lr: 1.653e-01, eta: 7 days, 14:59:40, time: 1.423, data_time: 0.004, memory: 16628, top1_acc: 0.3027, top5_acc: 0.5549, loss_cls: 3.2185, loss: 3.2185, grad_norm: 1.7533 2021-01-21 16:33:44,225 - mmaction - INFO - Epoch [71][2040/2147] lr: 1.653e-01, eta: 7 days, 14:58:59, time: 1.499, data_time: 0.006, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5625, loss_cls: 3.1514, loss: 3.1514, grad_norm: 1.7327 2021-01-21 16:34:13,149 - mmaction - INFO - Epoch [71][2060/2147] lr: 1.653e-01, eta: 7 days, 14:58:14, time: 1.446, data_time: 0.002, memory: 16628, top1_acc: 0.3402, top5_acc: 0.6058, loss_cls: 3.0109, loss: 3.0109, grad_norm: 1.7535 2021-01-21 16:34:44,264 - mmaction - INFO - Epoch [71][2080/2147] lr: 1.653e-01, eta: 7 days, 14:57:36, time: 1.555, data_time: 0.002, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5813, loss_cls: 3.0747, loss: 3.0747, grad_norm: 1.7311 2021-01-21 16:35:12,833 - mmaction - INFO - Epoch [71][2100/2147] lr: 1.653e-01, eta: 7 days, 14:56:51, time: 1.425, data_time: 0.004, memory: 16628, top1_acc: 0.3500, top5_acc: 0.5964, loss_cls: 2.9851, loss: 2.9851, grad_norm: 1.7151 2021-01-21 16:35:46,822 - mmaction - INFO - Epoch [71][2120/2147] lr: 1.653e-01, eta: 7 days, 14:56:19, time: 1.696, data_time: 0.007, memory: 16628, top1_acc: 0.3384, top5_acc: 0.5790, loss_cls: 3.1177, loss: 3.1177, grad_norm: 1.7354 2021-01-21 16:36:19,827 - mmaction - INFO - Epoch [71][2140/2147] lr: 1.653e-01, eta: 7 days, 14:55:46, time: 1.656, data_time: 0.010, memory: 16628, top1_acc: 0.3446, top5_acc: 0.5875, loss_cls: 3.0181, loss: 3.0181, grad_norm: 1.6842 2021-01-21 16:41:29,562 - mmaction - INFO - Epoch [72][20/2147] lr: 1.644e-01, eta: 7 days, 15:05:03, time: 13.782, data_time: 12.081, memory: 16628, top1_acc: 0.3442, top5_acc: 0.5933, loss_cls: 2.9382, loss: 2.9382, grad_norm: 1.7603 2021-01-21 16:42:12,351 - mmaction - INFO - Epoch [72][40/2147] lr: 1.644e-01, eta: 7 days, 15:04:55, time: 2.145, data_time: 0.021, memory: 16628, top1_acc: 0.3438, top5_acc: 0.5786, loss_cls: 3.0712, loss: 3.0712, grad_norm: 1.7625 2021-01-21 16:42:41,167 - mmaction - INFO - Epoch [72][60/2147] lr: 1.644e-01, eta: 7 days, 15:04:11, time: 1.443, data_time: 0.009, memory: 16628, top1_acc: 0.3420, top5_acc: 0.5920, loss_cls: 3.0671, loss: 3.0671, grad_norm: 1.7501 2021-01-21 16:43:09,662 - mmaction - INFO - Epoch [72][80/2147] lr: 1.644e-01, eta: 7 days, 15:03:25, time: 1.425, data_time: 0.003, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5955, loss_cls: 3.0729, loss: 3.0729, grad_norm: 1.7404 2021-01-21 16:43:39,167 - mmaction - INFO - Epoch [72][100/2147] lr: 1.644e-01, eta: 7 days, 15:02:42, time: 1.474, data_time: 0.009, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5804, loss_cls: 3.0583, loss: 3.0583, grad_norm: 1.7334 2021-01-21 16:44:08,003 - mmaction - INFO - Epoch [72][120/2147] lr: 1.644e-01, eta: 7 days, 15:01:58, time: 1.443, data_time: 0.005, memory: 16628, top1_acc: 0.3429, top5_acc: 0.5973, loss_cls: 2.9839, loss: 2.9839, grad_norm: 1.7414 2021-01-21 16:44:36,984 - mmaction - INFO - Epoch [72][140/2147] lr: 1.644e-01, eta: 7 days, 15:01:14, time: 1.447, data_time: 0.003, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5960, loss_cls: 3.0564, loss: 3.0564, grad_norm: 1.7923 2021-01-21 16:45:07,087 - mmaction - INFO - Epoch [72][160/2147] lr: 1.644e-01, eta: 7 days, 15:00:32, time: 1.507, data_time: 0.004, memory: 16628, top1_acc: 0.3384, top5_acc: 0.6094, loss_cls: 3.0013, loss: 3.0013, grad_norm: 1.7276 2021-01-21 16:45:36,304 - mmaction - INFO - Epoch [72][180/2147] lr: 1.644e-01, eta: 7 days, 14:59:49, time: 1.458, data_time: 0.005, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5741, loss_cls: 3.1012, loss: 3.1012, grad_norm: 1.7909 2021-01-21 16:46:05,850 - mmaction - INFO - Epoch [72][200/2147] lr: 1.644e-01, eta: 7 days, 14:59:06, time: 1.477, data_time: 0.007, memory: 16628, top1_acc: 0.3384, top5_acc: 0.5750, loss_cls: 3.0718, loss: 3.0718, grad_norm: 1.7123 2021-01-21 16:46:34,925 - mmaction - INFO - Epoch [72][220/2147] lr: 1.644e-01, eta: 7 days, 14:58:22, time: 1.457, data_time: 0.007, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5875, loss_cls: 3.0888, loss: 3.0888, grad_norm: 1.7558 2021-01-21 16:47:12,066 - mmaction - INFO - Epoch [72][240/2147] lr: 1.644e-01, eta: 7 days, 14:57:59, time: 1.856, data_time: 0.002, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5835, loss_cls: 3.0751, loss: 3.0751, grad_norm: 1.7373 2021-01-21 16:47:43,374 - mmaction - INFO - Epoch [72][260/2147] lr: 1.644e-01, eta: 7 days, 14:57:21, time: 1.565, data_time: 0.004, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5696, loss_cls: 3.1644, loss: 3.1644, grad_norm: 1.7543 2021-01-21 16:48:13,368 - mmaction - INFO - Epoch [72][280/2147] lr: 1.644e-01, eta: 7 days, 14:56:40, time: 1.500, data_time: 0.006, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5888, loss_cls: 3.0685, loss: 3.0685, grad_norm: 1.7357 2021-01-21 16:48:41,925 - mmaction - INFO - Epoch [72][300/2147] lr: 1.644e-01, eta: 7 days, 14:55:55, time: 1.430, data_time: 0.004, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5549, loss_cls: 3.1691, loss: 3.1691, grad_norm: 1.7356 2021-01-21 16:49:10,568 - mmaction - INFO - Epoch [72][320/2147] lr: 1.644e-01, eta: 7 days, 14:55:10, time: 1.432, data_time: 0.002, memory: 16628, top1_acc: 0.3411, top5_acc: 0.6067, loss_cls: 2.9908, loss: 2.9908, grad_norm: 1.7561 2021-01-21 16:49:39,164 - mmaction - INFO - Epoch [72][340/2147] lr: 1.644e-01, eta: 7 days, 14:54:25, time: 1.429, data_time: 0.004, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5821, loss_cls: 3.0746, loss: 3.0746, grad_norm: 1.7580 2021-01-21 16:50:08,504 - mmaction - INFO - Epoch [72][360/2147] lr: 1.644e-01, eta: 7 days, 14:53:41, time: 1.464, data_time: 0.005, memory: 16628, top1_acc: 0.3321, top5_acc: 0.5946, loss_cls: 3.0069, loss: 3.0069, grad_norm: 1.7638 2021-01-21 16:50:40,920 - mmaction - INFO - Epoch [72][380/2147] lr: 1.644e-01, eta: 7 days, 14:53:06, time: 1.620, data_time: 0.005, memory: 16628, top1_acc: 0.3411, top5_acc: 0.5893, loss_cls: 3.0296, loss: 3.0296, grad_norm: 1.7705 2021-01-21 16:51:09,688 - mmaction - INFO - Epoch [72][400/2147] lr: 1.644e-01, eta: 7 days, 14:52:22, time: 1.443, data_time: 0.007, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5996, loss_cls: 3.0001, loss: 3.0001, grad_norm: 1.7771 2021-01-21 16:51:41,235 - mmaction - INFO - Epoch [72][420/2147] lr: 1.644e-01, eta: 7 days, 14:51:41, time: 1.509, data_time: 0.004, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5719, loss_cls: 3.1041, loss: 3.1041, grad_norm: 1.7611 2021-01-21 16:52:10,832 - mmaction - INFO - Epoch [72][440/2147] lr: 1.644e-01, eta: 7 days, 14:51:02, time: 1.545, data_time: 0.098, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5839, loss_cls: 3.1334, loss: 3.1334, grad_norm: 1.7560 2021-01-21 16:52:40,316 - mmaction - INFO - Epoch [72][460/2147] lr: 1.644e-01, eta: 7 days, 14:50:19, time: 1.476, data_time: 0.009, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5728, loss_cls: 3.1060, loss: 3.1060, grad_norm: 1.7534 2021-01-21 16:53:09,215 - mmaction - INFO - Epoch [72][480/2147] lr: 1.644e-01, eta: 7 days, 14:49:35, time: 1.445, data_time: 0.004, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5875, loss_cls: 3.0426, loss: 3.0426, grad_norm: 1.7236 2021-01-21 16:53:38,230 - mmaction - INFO - Epoch [72][500/2147] lr: 1.644e-01, eta: 7 days, 14:48:51, time: 1.451, data_time: 0.002, memory: 16628, top1_acc: 0.3469, top5_acc: 0.5737, loss_cls: 3.0866, loss: 3.0866, grad_norm: 1.7305 2021-01-21 16:54:07,561 - mmaction - INFO - Epoch [72][520/2147] lr: 1.644e-01, eta: 7 days, 14:48:07, time: 1.462, data_time: 0.006, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5741, loss_cls: 3.0423, loss: 3.0423, grad_norm: 1.7709 2021-01-21 16:54:36,047 - mmaction - INFO - Epoch [72][540/2147] lr: 1.644e-01, eta: 7 days, 14:47:22, time: 1.429, data_time: 0.007, memory: 16628, top1_acc: 0.3080, top5_acc: 0.5714, loss_cls: 3.1587, loss: 3.1587, grad_norm: 1.7631 2021-01-21 16:55:05,245 - mmaction - INFO - Epoch [72][560/2147] lr: 1.644e-01, eta: 7 days, 14:46:39, time: 1.457, data_time: 0.003, memory: 16628, top1_acc: 0.3424, top5_acc: 0.5955, loss_cls: 3.0313, loss: 3.0313, grad_norm: 1.7383 2021-01-21 16:55:34,519 - mmaction - INFO - Epoch [72][580/2147] lr: 1.644e-01, eta: 7 days, 14:45:55, time: 1.461, data_time: 0.005, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5893, loss_cls: 3.0764, loss: 3.0764, grad_norm: 1.7427 2021-01-21 16:56:05,610 - mmaction - INFO - Epoch [72][600/2147] lr: 1.644e-01, eta: 7 days, 14:45:17, time: 1.560, data_time: 0.009, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5772, loss_cls: 3.0871, loss: 3.0871, grad_norm: 1.7419 2021-01-21 16:56:42,315 - mmaction - INFO - Epoch [72][620/2147] lr: 1.644e-01, eta: 7 days, 14:44:41, time: 1.600, data_time: 0.002, memory: 16628, top1_acc: 0.3513, top5_acc: 0.6022, loss_cls: 2.9941, loss: 2.9941, grad_norm: 1.7159 2021-01-21 16:57:15,883 - mmaction - INFO - Epoch [72][640/2147] lr: 1.644e-01, eta: 7 days, 14:44:21, time: 1.914, data_time: 0.239, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5964, loss_cls: 3.0374, loss: 3.0374, grad_norm: 1.7743 2021-01-21 16:57:46,645 - mmaction - INFO - Epoch [72][660/2147] lr: 1.644e-01, eta: 7 days, 14:43:41, time: 1.535, data_time: 0.002, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5911, loss_cls: 3.0221, loss: 3.0221, grad_norm: 1.7641 2021-01-21 16:58:19,017 - mmaction - INFO - Epoch [72][680/2147] lr: 1.644e-01, eta: 7 days, 14:43:06, time: 1.617, data_time: 0.006, memory: 16628, top1_acc: 0.3554, top5_acc: 0.6049, loss_cls: 2.9252, loss: 2.9252, grad_norm: 1.7630 2021-01-21 16:58:47,714 - mmaction - INFO - Epoch [72][700/2147] lr: 1.644e-01, eta: 7 days, 14:42:21, time: 1.439, data_time: 0.007, memory: 16628, top1_acc: 0.3366, top5_acc: 0.5915, loss_cls: 3.0259, loss: 3.0259, grad_norm: 1.7800 2021-01-21 16:59:18,600 - mmaction - INFO - Epoch [72][720/2147] lr: 1.644e-01, eta: 7 days, 14:41:42, time: 1.540, data_time: 0.002, memory: 16628, top1_acc: 0.3330, top5_acc: 0.5835, loss_cls: 3.0574, loss: 3.0574, grad_norm: 1.7617 2021-01-21 16:59:48,100 - mmaction - INFO - Epoch [72][740/2147] lr: 1.644e-01, eta: 7 days, 14:40:59, time: 1.478, data_time: 0.008, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5705, loss_cls: 3.1093, loss: 3.1093, grad_norm: 1.7801 2021-01-21 17:00:16,635 - mmaction - INFO - Epoch [72][760/2147] lr: 1.644e-01, eta: 7 days, 14:40:14, time: 1.427, data_time: 0.005, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5719, loss_cls: 3.1289, loss: 3.1289, grad_norm: 1.7792 2021-01-21 17:00:45,025 - mmaction - INFO - Epoch [72][780/2147] lr: 1.644e-01, eta: 7 days, 14:39:29, time: 1.420, data_time: 0.003, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5821, loss_cls: 3.0627, loss: 3.0627, grad_norm: 1.7777 2021-01-21 17:01:14,968 - mmaction - INFO - Epoch [72][800/2147] lr: 1.644e-01, eta: 7 days, 14:38:47, time: 1.494, data_time: 0.002, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5835, loss_cls: 3.0752, loss: 3.0752, grad_norm: 1.7735 2021-01-21 17:01:44,962 - mmaction - INFO - Epoch [72][820/2147] lr: 1.644e-01, eta: 7 days, 14:38:04, time: 1.471, data_time: 0.006, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5759, loss_cls: 3.0719, loss: 3.0719, grad_norm: 1.7459 2021-01-21 17:02:14,040 - mmaction - INFO - Epoch [72][840/2147] lr: 1.644e-01, eta: 7 days, 14:37:22, time: 1.485, data_time: 0.036, memory: 16628, top1_acc: 0.3366, top5_acc: 0.5964, loss_cls: 3.0007, loss: 3.0007, grad_norm: 1.7846 2021-01-21 17:02:43,845 - mmaction - INFO - Epoch [72][860/2147] lr: 1.644e-01, eta: 7 days, 14:36:40, time: 1.490, data_time: 0.002, memory: 16628, top1_acc: 0.3009, top5_acc: 0.5817, loss_cls: 3.1113, loss: 3.1113, grad_norm: 1.8265 2021-01-21 17:03:13,909 - mmaction - INFO - Epoch [72][880/2147] lr: 1.644e-01, eta: 7 days, 14:35:58, time: 1.499, data_time: 0.002, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5826, loss_cls: 3.0853, loss: 3.0853, grad_norm: 1.7283 2021-01-21 17:03:47,742 - mmaction - INFO - Epoch [72][900/2147] lr: 1.644e-01, eta: 7 days, 14:35:27, time: 1.693, data_time: 0.006, memory: 16628, top1_acc: 0.3429, top5_acc: 0.5897, loss_cls: 3.0539, loss: 3.0539, grad_norm: 1.6850 2021-01-21 17:04:19,350 - mmaction - INFO - Epoch [72][920/2147] lr: 1.644e-01, eta: 7 days, 14:34:50, time: 1.582, data_time: 0.009, memory: 16628, top1_acc: 0.3451, top5_acc: 0.6049, loss_cls: 2.9904, loss: 2.9904, grad_norm: 1.7798 2021-01-21 17:04:50,276 - mmaction - INFO - Epoch [72][940/2147] lr: 1.644e-01, eta: 7 days, 14:34:11, time: 1.546, data_time: 0.005, memory: 16628, top1_acc: 0.3317, top5_acc: 0.5830, loss_cls: 3.0731, loss: 3.0731, grad_norm: 1.7542 2021-01-21 17:05:20,475 - mmaction - INFO - Epoch [72][960/2147] lr: 1.644e-01, eta: 7 days, 14:33:30, time: 1.512, data_time: 0.005, memory: 16628, top1_acc: 0.3482, top5_acc: 0.6031, loss_cls: 2.9602, loss: 2.9602, grad_norm: 1.7203 2021-01-21 17:05:51,961 - mmaction - INFO - Epoch [72][980/2147] lr: 1.644e-01, eta: 7 days, 14:32:52, time: 1.572, data_time: 0.008, memory: 16628, top1_acc: 0.3295, top5_acc: 0.5848, loss_cls: 3.0666, loss: 3.0666, grad_norm: 1.7570 2021-01-21 17:06:20,432 - mmaction - INFO - Epoch [72][1000/2147] lr: 1.644e-01, eta: 7 days, 14:32:07, time: 1.427, data_time: 0.008, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5839, loss_cls: 3.1066, loss: 3.1066, grad_norm: 1.7458 2021-01-21 17:06:49,590 - mmaction - INFO - Epoch [72][1020/2147] lr: 1.644e-01, eta: 7 days, 14:31:24, time: 1.459, data_time: 0.004, memory: 16628, top1_acc: 0.3496, top5_acc: 0.5942, loss_cls: 2.9478, loss: 2.9478, grad_norm: 1.7215 2021-01-21 17:07:20,552 - mmaction - INFO - Epoch [72][1040/2147] lr: 1.644e-01, eta: 7 days, 14:30:45, time: 1.544, data_time: 0.002, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5879, loss_cls: 3.0842, loss: 3.0842, grad_norm: 1.7537 2021-01-21 17:07:49,328 - mmaction - INFO - Epoch [72][1060/2147] lr: 1.644e-01, eta: 7 days, 14:30:00, time: 1.441, data_time: 0.006, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5790, loss_cls: 3.1131, loss: 3.1131, grad_norm: 1.7497 2021-01-21 17:08:20,318 - mmaction - INFO - Epoch [72][1080/2147] lr: 1.644e-01, eta: 7 days, 14:29:22, time: 1.550, data_time: 0.009, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5920, loss_cls: 3.0546, loss: 3.0546, grad_norm: 1.7589 2021-01-21 17:08:52,877 - mmaction - INFO - Epoch [72][1100/2147] lr: 1.644e-01, eta: 7 days, 14:28:46, time: 1.614, data_time: 0.005, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5817, loss_cls: 3.0753, loss: 3.0753, grad_norm: 1.7466 2021-01-21 17:09:25,002 - mmaction - INFO - Epoch [72][1120/2147] lr: 1.644e-01, eta: 7 days, 14:28:11, time: 1.617, data_time: 0.016, memory: 16628, top1_acc: 0.3330, top5_acc: 0.5812, loss_cls: 3.1012, loss: 3.1012, grad_norm: 1.7806 2021-01-21 17:09:54,348 - mmaction - INFO - Epoch [72][1140/2147] lr: 1.644e-01, eta: 7 days, 14:27:28, time: 1.470, data_time: 0.006, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5768, loss_cls: 3.0897, loss: 3.0897, grad_norm: 1.7439 2021-01-21 17:10:23,340 - mmaction - INFO - Epoch [72][1160/2147] lr: 1.644e-01, eta: 7 days, 14:26:44, time: 1.447, data_time: 0.013, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5790, loss_cls: 3.1044, loss: 3.1044, grad_norm: 1.7441 2021-01-21 17:10:56,432 - mmaction - INFO - Epoch [72][1180/2147] lr: 1.644e-01, eta: 7 days, 14:26:11, time: 1.657, data_time: 0.007, memory: 16628, top1_acc: 0.3344, top5_acc: 0.5763, loss_cls: 3.0464, loss: 3.0464, grad_norm: 1.7289 2021-01-21 17:11:25,586 - mmaction - INFO - Epoch [72][1200/2147] lr: 1.644e-01, eta: 7 days, 14:25:27, time: 1.455, data_time: 0.005, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5763, loss_cls: 3.0884, loss: 3.0884, grad_norm: 1.7107 2021-01-21 17:11:57,836 - mmaction - INFO - Epoch [72][1220/2147] lr: 1.644e-01, eta: 7 days, 14:24:52, time: 1.613, data_time: 0.013, memory: 16628, top1_acc: 0.3388, top5_acc: 0.5951, loss_cls: 2.9951, loss: 2.9951, grad_norm: 1.7624 2021-01-21 17:12:26,288 - mmaction - INFO - Epoch [72][1240/2147] lr: 1.644e-01, eta: 7 days, 14:24:06, time: 1.424, data_time: 0.010, memory: 16628, top1_acc: 0.3393, top5_acc: 0.5804, loss_cls: 3.0551, loss: 3.0551, grad_norm: 1.7811 2021-01-21 17:12:55,074 - mmaction - INFO - Epoch [72][1260/2147] lr: 1.644e-01, eta: 7 days, 14:23:22, time: 1.439, data_time: 0.003, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5750, loss_cls: 3.0926, loss: 3.0926, grad_norm: 1.7905 2021-01-21 17:13:24,563 - mmaction - INFO - Epoch [72][1280/2147] lr: 1.644e-01, eta: 7 days, 14:22:39, time: 1.472, data_time: 0.011, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5763, loss_cls: 3.1335, loss: 3.1335, grad_norm: 1.7764 2021-01-21 17:13:53,029 - mmaction - INFO - Epoch [72][1300/2147] lr: 1.644e-01, eta: 7 days, 14:21:54, time: 1.423, data_time: 0.006, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5790, loss_cls: 3.0742, loss: 3.0742, grad_norm: 1.7455 2021-01-21 17:14:23,724 - mmaction - INFO - Epoch [72][1320/2147] lr: 1.644e-01, eta: 7 days, 14:21:14, time: 1.533, data_time: 0.007, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5652, loss_cls: 3.1168, loss: 3.1168, grad_norm: 1.7649 2021-01-21 17:14:55,340 - mmaction - INFO - Epoch [72][1340/2147] lr: 1.644e-01, eta: 7 days, 14:20:37, time: 1.585, data_time: 0.009, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5692, loss_cls: 3.1190, loss: 3.1190, grad_norm: 1.7216 2021-01-21 17:15:25,494 - mmaction - INFO - Epoch [72][1360/2147] lr: 1.644e-01, eta: 7 days, 14:19:56, time: 1.509, data_time: 0.004, memory: 16628, top1_acc: 0.3321, top5_acc: 0.5790, loss_cls: 3.0794, loss: 3.0794, grad_norm: 1.7549 2021-01-21 17:15:55,145 - mmaction - INFO - Epoch [72][1380/2147] lr: 1.644e-01, eta: 7 days, 14:19:14, time: 1.482, data_time: 0.003, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5621, loss_cls: 3.1543, loss: 3.1543, grad_norm: 1.7518 2021-01-21 17:16:25,854 - mmaction - INFO - Epoch [72][1400/2147] lr: 1.644e-01, eta: 7 days, 14:18:35, time: 1.536, data_time: 0.004, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5813, loss_cls: 3.0720, loss: 3.0720, grad_norm: 1.7177 2021-01-21 17:16:56,447 - mmaction - INFO - Epoch [72][1420/2147] lr: 1.644e-01, eta: 7 days, 14:17:55, time: 1.526, data_time: 0.006, memory: 16628, top1_acc: 0.3295, top5_acc: 0.5991, loss_cls: 3.0363, loss: 3.0363, grad_norm: 1.7376 2021-01-21 17:17:24,978 - mmaction - INFO - Epoch [72][1440/2147] lr: 1.644e-01, eta: 7 days, 14:17:10, time: 1.429, data_time: 0.006, memory: 16628, top1_acc: 0.3406, top5_acc: 0.5826, loss_cls: 3.0218, loss: 3.0218, grad_norm: 1.7089 2021-01-21 17:17:54,544 - mmaction - INFO - Epoch [72][1460/2147] lr: 1.644e-01, eta: 7 days, 14:16:27, time: 1.466, data_time: 0.005, memory: 16628, top1_acc: 0.3357, top5_acc: 0.5906, loss_cls: 3.0610, loss: 3.0610, grad_norm: 1.7695 2021-01-21 17:18:26,997 - mmaction - INFO - Epoch [72][1480/2147] lr: 1.644e-01, eta: 7 days, 14:15:52, time: 1.636, data_time: 0.019, memory: 16628, top1_acc: 0.3089, top5_acc: 0.5714, loss_cls: 3.1663, loss: 3.1663, grad_norm: 1.7970 2021-01-21 17:18:55,376 - mmaction - INFO - Epoch [72][1500/2147] lr: 1.644e-01, eta: 7 days, 14:15:07, time: 1.419, data_time: 0.002, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5830, loss_cls: 3.0868, loss: 3.0868, grad_norm: 1.7143 2021-01-21 17:19:30,375 - mmaction - INFO - Epoch [72][1520/2147] lr: 1.644e-01, eta: 7 days, 14:14:38, time: 1.746, data_time: 0.004, memory: 16628, top1_acc: 0.3388, top5_acc: 0.5839, loss_cls: 3.0326, loss: 3.0326, grad_norm: 1.7488 2021-01-21 17:19:58,912 - mmaction - INFO - Epoch [72][1540/2147] lr: 1.644e-01, eta: 7 days, 14:13:53, time: 1.430, data_time: 0.007, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5746, loss_cls: 3.1452, loss: 3.1452, grad_norm: 1.7494 2021-01-21 17:20:27,392 - mmaction - INFO - Epoch [72][1560/2147] lr: 1.644e-01, eta: 7 days, 14:13:08, time: 1.423, data_time: 0.006, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5906, loss_cls: 3.0315, loss: 3.0315, grad_norm: 1.7680 2021-01-21 17:20:55,947 - mmaction - INFO - Epoch [72][1580/2147] lr: 1.644e-01, eta: 7 days, 14:12:23, time: 1.429, data_time: 0.006, memory: 16628, top1_acc: 0.3317, top5_acc: 0.5835, loss_cls: 3.0158, loss: 3.0158, grad_norm: 1.7796 2021-01-21 17:21:26,891 - mmaction - INFO - Epoch [72][1600/2147] lr: 1.644e-01, eta: 7 days, 14:11:44, time: 1.546, data_time: 0.002, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5616, loss_cls: 3.1424, loss: 3.1424, grad_norm: 1.6991 2021-01-21 17:22:00,381 - mmaction - INFO - Epoch [72][1620/2147] lr: 1.644e-01, eta: 7 days, 14:11:12, time: 1.673, data_time: 0.007, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5719, loss_cls: 3.1204, loss: 3.1204, grad_norm: 1.6841 2021-01-21 17:22:39,270 - mmaction - INFO - Epoch [72][1640/2147] lr: 1.644e-01, eta: 7 days, 14:10:53, time: 1.941, data_time: 0.009, memory: 16628, top1_acc: 0.3429, top5_acc: 0.5781, loss_cls: 3.0477, loss: 3.0477, grad_norm: 1.7169 2021-01-21 17:23:09,815 - mmaction - INFO - Epoch [72][1660/2147] lr: 1.644e-01, eta: 7 days, 14:10:14, time: 1.530, data_time: 0.014, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5763, loss_cls: 3.0722, loss: 3.0722, grad_norm: 1.7068 2021-01-21 17:23:38,609 - mmaction - INFO - Epoch [72][1680/2147] lr: 1.644e-01, eta: 7 days, 14:09:29, time: 1.439, data_time: 0.010, memory: 16628, top1_acc: 0.3357, top5_acc: 0.6054, loss_cls: 3.0150, loss: 3.0150, grad_norm: 1.7443 2021-01-21 17:24:07,417 - mmaction - INFO - Epoch [72][1700/2147] lr: 1.644e-01, eta: 7 days, 14:08:45, time: 1.443, data_time: 0.007, memory: 16628, top1_acc: 0.3433, top5_acc: 0.5933, loss_cls: 3.0278, loss: 3.0278, grad_norm: 1.7745 2021-01-21 17:24:38,702 - mmaction - INFO - Epoch [72][1720/2147] lr: 1.644e-01, eta: 7 days, 14:08:07, time: 1.565, data_time: 0.006, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5848, loss_cls: 3.0767, loss: 3.0767, grad_norm: 1.7352 2021-01-21 17:25:07,317 - mmaction - INFO - Epoch [72][1740/2147] lr: 1.644e-01, eta: 7 days, 14:07:22, time: 1.431, data_time: 0.003, memory: 16628, top1_acc: 0.3509, top5_acc: 0.6062, loss_cls: 2.9612, loss: 2.9612, grad_norm: 1.7443 2021-01-21 17:25:36,355 - mmaction - INFO - Epoch [72][1760/2147] lr: 1.644e-01, eta: 7 days, 14:06:38, time: 1.451, data_time: 0.005, memory: 16628, top1_acc: 0.3388, top5_acc: 0.5665, loss_cls: 3.1003, loss: 3.1003, grad_norm: 1.7556 2021-01-21 17:26:10,783 - mmaction - INFO - Epoch [72][1780/2147] lr: 1.644e-01, eta: 7 days, 14:06:08, time: 1.711, data_time: 0.005, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5661, loss_cls: 3.1390, loss: 3.1390, grad_norm: 1.7842 2021-01-21 17:26:55,837 - mmaction - INFO - Epoch [72][1800/2147] lr: 1.644e-01, eta: 7 days, 14:06:05, time: 2.254, data_time: 0.022, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5826, loss_cls: 3.1506, loss: 3.1506, grad_norm: 1.7601 2021-01-21 17:27:24,662 - mmaction - INFO - Epoch [72][1820/2147] lr: 1.644e-01, eta: 7 days, 14:05:22, time: 1.451, data_time: 0.017, memory: 16628, top1_acc: 0.3357, top5_acc: 0.5920, loss_cls: 2.9890, loss: 2.9890, grad_norm: 1.7169 2021-01-21 17:27:53,678 - mmaction - INFO - Epoch [72][1840/2147] lr: 1.644e-01, eta: 7 days, 14:04:38, time: 1.453, data_time: 0.009, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5817, loss_cls: 3.0582, loss: 3.0582, grad_norm: 1.7640 2021-01-21 17:28:28,907 - mmaction - INFO - Epoch [72][1860/2147] lr: 1.644e-01, eta: 7 days, 14:04:10, time: 1.751, data_time: 0.002, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5946, loss_cls: 3.0426, loss: 3.0426, grad_norm: 1.7410 2021-01-21 17:29:03,662 - mmaction - INFO - Epoch [72][1880/2147] lr: 1.644e-01, eta: 7 days, 14:03:41, time: 1.740, data_time: 0.020, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5866, loss_cls: 3.0377, loss: 3.0377, grad_norm: 1.7296 2021-01-21 17:29:32,507 - mmaction - INFO - Epoch [72][1900/2147] lr: 1.644e-01, eta: 7 days, 14:02:57, time: 1.448, data_time: 0.020, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5786, loss_cls: 3.1133, loss: 3.1133, grad_norm: 1.7747 2021-01-21 17:30:01,943 - mmaction - INFO - Epoch [72][1920/2147] lr: 1.644e-01, eta: 7 days, 14:02:14, time: 1.465, data_time: 0.012, memory: 16628, top1_acc: 0.3250, top5_acc: 0.5790, loss_cls: 3.0908, loss: 3.0908, grad_norm: 1.7540 2021-01-21 17:30:30,398 - mmaction - INFO - Epoch [72][1940/2147] lr: 1.644e-01, eta: 7 days, 14:01:29, time: 1.431, data_time: 0.012, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5795, loss_cls: 3.0349, loss: 3.0349, grad_norm: 1.7477 2021-01-21 17:30:58,912 - mmaction - INFO - Epoch [72][1960/2147] lr: 1.644e-01, eta: 7 days, 14:00:44, time: 1.425, data_time: 0.007, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5915, loss_cls: 3.0802, loss: 3.0802, grad_norm: 1.7807 2021-01-21 17:31:35,102 - mmaction - INFO - Epoch [72][1980/2147] lr: 1.644e-01, eta: 7 days, 14:00:18, time: 1.807, data_time: 0.005, memory: 16628, top1_acc: 0.3429, top5_acc: 0.5924, loss_cls: 2.9974, loss: 2.9974, grad_norm: 1.7297 2021-01-21 17:32:06,269 - mmaction - INFO - Epoch [72][2000/2147] lr: 1.644e-01, eta: 7 days, 13:59:40, time: 1.548, data_time: 0.005, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5580, loss_cls: 3.1440, loss: 3.1440, grad_norm: 1.7521 2021-01-21 17:32:36,270 - mmaction - INFO - Epoch [72][2020/2147] lr: 1.644e-01, eta: 7 days, 13:58:59, time: 1.513, data_time: 0.015, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5853, loss_cls: 3.0965, loss: 3.0965, grad_norm: 1.7725 2021-01-21 17:33:07,017 - mmaction - INFO - Epoch [72][2040/2147] lr: 1.644e-01, eta: 7 days, 13:58:20, time: 1.535, data_time: 0.004, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5817, loss_cls: 3.0693, loss: 3.0693, grad_norm: 1.7699 2021-01-21 17:33:40,342 - mmaction - INFO - Epoch [72][2060/2147] lr: 1.644e-01, eta: 7 days, 13:57:47, time: 1.661, data_time: 0.011, memory: 16628, top1_acc: 0.3308, top5_acc: 0.5746, loss_cls: 3.1113, loss: 3.1113, grad_norm: 1.7625 2021-01-21 17:34:09,724 - mmaction - INFO - Epoch [72][2080/2147] lr: 1.644e-01, eta: 7 days, 13:57:04, time: 1.472, data_time: 0.013, memory: 16628, top1_acc: 0.3321, top5_acc: 0.5746, loss_cls: 3.1605, loss: 3.1605, grad_norm: 1.7902 2021-01-21 17:34:47,399 - mmaction - INFO - Epoch [72][2100/2147] lr: 1.644e-01, eta: 7 days, 13:56:42, time: 1.876, data_time: 0.008, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5723, loss_cls: 3.0817, loss: 3.0817, grad_norm: 1.7368 2021-01-21 17:35:19,451 - mmaction - INFO - Epoch [72][2120/2147] lr: 1.644e-01, eta: 7 days, 13:56:06, time: 1.605, data_time: 0.018, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5839, loss_cls: 3.0617, loss: 3.0617, grad_norm: 1.7311 2021-01-21 17:35:49,246 - mmaction - INFO - Epoch [72][2140/2147] lr: 1.644e-01, eta: 7 days, 13:55:24, time: 1.487, data_time: 0.011, memory: 16628, top1_acc: 0.3308, top5_acc: 0.5705, loss_cls: 3.1145, loss: 3.1145, grad_norm: 1.7378 2021-01-21 17:36:18,218 - mmaction - INFO - Saving checkpoint at 72 epochs 2021-01-21 17:41:30,003 - mmaction - INFO - Epoch [73][20/2147] lr: 1.634e-01, eta: 7 days, 14:05:52, time: 15.401, data_time: 13.821, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5728, loss_cls: 3.1315, loss: 3.1315, grad_norm: 1.7241 2021-01-21 17:42:02,945 - mmaction - INFO - Epoch [73][40/2147] lr: 1.634e-01, eta: 7 days, 14:05:18, time: 1.650, data_time: 0.009, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5946, loss_cls: 3.0608, loss: 3.0608, grad_norm: 1.7625 2021-01-21 17:42:34,161 - mmaction - INFO - Epoch [73][60/2147] lr: 1.634e-01, eta: 7 days, 14:04:40, time: 1.558, data_time: 0.004, memory: 16628, top1_acc: 0.3286, top5_acc: 0.6036, loss_cls: 3.0310, loss: 3.0310, grad_norm: 1.7468 2021-01-21 17:43:03,688 - mmaction - INFO - Epoch [73][80/2147] lr: 1.634e-01, eta: 7 days, 14:03:56, time: 1.447, data_time: 0.006, memory: 16628, top1_acc: 0.3375, top5_acc: 0.5987, loss_cls: 3.0353, loss: 3.0353, grad_norm: 1.7186 2021-01-21 17:43:45,390 - mmaction - INFO - Epoch [73][100/2147] lr: 1.634e-01, eta: 7 days, 14:03:46, time: 2.113, data_time: 0.039, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5978, loss_cls: 3.0096, loss: 3.0096, grad_norm: 1.7822 2021-01-21 17:44:14,232 - mmaction - INFO - Epoch [73][120/2147] lr: 1.634e-01, eta: 7 days, 14:03:02, time: 1.446, data_time: 0.007, memory: 16628, top1_acc: 0.3433, top5_acc: 0.6107, loss_cls: 2.9876, loss: 2.9876, grad_norm: 1.7642 2021-01-21 17:44:51,055 - mmaction - INFO - Epoch [73][140/2147] lr: 1.634e-01, eta: 7 days, 14:02:38, time: 1.836, data_time: 0.006, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5728, loss_cls: 3.1166, loss: 3.1166, grad_norm: 1.7705 2021-01-21 17:45:25,664 - mmaction - INFO - Epoch [73][160/2147] lr: 1.634e-01, eta: 7 days, 14:02:08, time: 1.730, data_time: 0.009, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5665, loss_cls: 3.1565, loss: 3.1565, grad_norm: 1.7724 2021-01-21 17:45:55,407 - mmaction - INFO - Epoch [73][180/2147] lr: 1.634e-01, eta: 7 days, 14:01:26, time: 1.493, data_time: 0.009, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5955, loss_cls: 3.0332, loss: 3.0332, grad_norm: 1.7412 2021-01-21 17:46:28,290 - mmaction - INFO - Epoch [73][200/2147] lr: 1.634e-01, eta: 7 days, 14:00:52, time: 1.640, data_time: 0.004, memory: 16628, top1_acc: 0.3460, top5_acc: 0.5799, loss_cls: 3.0658, loss: 3.0658, grad_norm: 1.7611 2021-01-21 17:47:02,637 - mmaction - INFO - Epoch [73][220/2147] lr: 1.634e-01, eta: 7 days, 14:00:22, time: 1.720, data_time: 0.009, memory: 16628, top1_acc: 0.3281, top5_acc: 0.5772, loss_cls: 3.1056, loss: 3.1056, grad_norm: 1.7897 2021-01-21 17:47:31,673 - mmaction - INFO - Epoch [73][240/2147] lr: 1.634e-01, eta: 7 days, 13:59:38, time: 1.453, data_time: 0.007, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5804, loss_cls: 3.1020, loss: 3.1020, grad_norm: 1.7649 2021-01-21 17:48:01,191 - mmaction - INFO - Epoch [73][260/2147] lr: 1.634e-01, eta: 7 days, 13:58:56, time: 1.473, data_time: 0.005, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5781, loss_cls: 3.0924, loss: 3.0924, grad_norm: 1.7414 2021-01-21 17:48:29,778 - mmaction - INFO - Epoch [73][280/2147] lr: 1.634e-01, eta: 7 days, 13:58:11, time: 1.433, data_time: 0.007, memory: 16628, top1_acc: 0.3357, top5_acc: 0.5937, loss_cls: 3.0371, loss: 3.0371, grad_norm: 1.7413 2021-01-21 17:48:58,595 - mmaction - INFO - Epoch [73][300/2147] lr: 1.634e-01, eta: 7 days, 13:57:27, time: 1.441, data_time: 0.003, memory: 16628, top1_acc: 0.3491, top5_acc: 0.6054, loss_cls: 2.9911, loss: 2.9911, grad_norm: 1.7648 2021-01-21 17:49:29,767 - mmaction - INFO - Epoch [73][320/2147] lr: 1.634e-01, eta: 7 days, 13:56:48, time: 1.558, data_time: 0.004, memory: 16628, top1_acc: 0.3317, top5_acc: 0.5754, loss_cls: 3.0966, loss: 3.0966, grad_norm: 1.7683 2021-01-21 17:49:59,557 - mmaction - INFO - Epoch [73][340/2147] lr: 1.634e-01, eta: 7 days, 13:56:06, time: 1.481, data_time: 0.003, memory: 16628, top1_acc: 0.3433, top5_acc: 0.5933, loss_cls: 3.0204, loss: 3.0204, grad_norm: 1.7678 2021-01-21 17:50:29,523 - mmaction - INFO - Epoch [73][360/2147] lr: 1.634e-01, eta: 7 days, 13:55:25, time: 1.506, data_time: 0.012, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5549, loss_cls: 3.1763, loss: 3.1763, grad_norm: 1.7823 2021-01-21 17:50:58,023 - mmaction - INFO - Epoch [73][380/2147] lr: 1.634e-01, eta: 7 days, 13:54:40, time: 1.427, data_time: 0.006, memory: 16628, top1_acc: 0.3357, top5_acc: 0.5920, loss_cls: 3.0437, loss: 3.0437, grad_norm: 1.7200 2021-01-21 17:51:30,904 - mmaction - INFO - Epoch [73][400/2147] lr: 1.634e-01, eta: 7 days, 13:54:05, time: 1.635, data_time: 0.003, memory: 16628, top1_acc: 0.3500, top5_acc: 0.5893, loss_cls: 3.0196, loss: 3.0196, grad_norm: 1.7620 2021-01-21 17:52:08,072 - mmaction - INFO - Epoch [73][420/2147] lr: 1.634e-01, eta: 7 days, 13:53:42, time: 1.855, data_time: 0.014, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5915, loss_cls: 3.0231, loss: 3.0231, grad_norm: 1.7463 2021-01-21 17:52:44,128 - mmaction - INFO - Epoch [73][440/2147] lr: 1.634e-01, eta: 7 days, 13:53:17, time: 1.808, data_time: 0.020, memory: 16628, top1_acc: 0.3116, top5_acc: 0.5719, loss_cls: 3.1014, loss: 3.1014, grad_norm: 1.7548 2021-01-21 17:53:13,050 - mmaction - INFO - Epoch [73][460/2147] lr: 1.634e-01, eta: 7 days, 13:52:33, time: 1.451, data_time: 0.014, memory: 16628, top1_acc: 0.3451, top5_acc: 0.5911, loss_cls: 3.0068, loss: 3.0068, grad_norm: 1.7097 2021-01-21 17:53:41,567 - mmaction - INFO - Epoch [73][480/2147] lr: 1.634e-01, eta: 7 days, 13:51:48, time: 1.426, data_time: 0.006, memory: 16628, top1_acc: 0.3473, top5_acc: 0.5835, loss_cls: 3.0321, loss: 3.0321, grad_norm: 1.7961 2021-01-21 17:54:10,790 - mmaction - INFO - Epoch [73][500/2147] lr: 1.634e-01, eta: 7 days, 13:51:04, time: 1.461, data_time: 0.006, memory: 16628, top1_acc: 0.3317, top5_acc: 0.5902, loss_cls: 3.0557, loss: 3.0557, grad_norm: 1.7575 2021-01-21 17:54:45,100 - mmaction - INFO - Epoch [73][520/2147] lr: 1.634e-01, eta: 7 days, 13:50:34, time: 1.718, data_time: 0.006, memory: 16628, top1_acc: 0.3415, top5_acc: 0.5991, loss_cls: 2.9838, loss: 2.9838, grad_norm: 1.7675 2021-01-21 17:55:14,785 - mmaction - INFO - Epoch [73][540/2147] lr: 1.634e-01, eta: 7 days, 13:49:52, time: 1.485, data_time: 0.005, memory: 16628, top1_acc: 0.3420, top5_acc: 0.5973, loss_cls: 3.0004, loss: 3.0004, grad_norm: 1.7542 2021-01-21 17:55:43,382 - mmaction - INFO - Epoch [73][560/2147] lr: 1.634e-01, eta: 7 days, 13:49:07, time: 1.429, data_time: 0.005, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5879, loss_cls: 3.0743, loss: 3.0743, grad_norm: 1.7728 2021-01-21 17:56:14,851 - mmaction - INFO - Epoch [73][580/2147] lr: 1.634e-01, eta: 7 days, 13:48:30, time: 1.571, data_time: 0.006, memory: 16628, top1_acc: 0.3464, top5_acc: 0.6076, loss_cls: 3.0012, loss: 3.0012, grad_norm: 1.7469 2021-01-21 17:56:49,238 - mmaction - INFO - Epoch [73][600/2147] lr: 1.634e-01, eta: 7 days, 13:47:59, time: 1.709, data_time: 0.008, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5804, loss_cls: 3.1153, loss: 3.1153, grad_norm: 1.7558 2021-01-21 17:57:18,573 - mmaction - INFO - Epoch [73][620/2147] lr: 1.634e-01, eta: 7 days, 13:47:16, time: 1.475, data_time: 0.022, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5888, loss_cls: 3.0369, loss: 3.0369, grad_norm: 1.7984 2021-01-21 17:57:47,165 - mmaction - INFO - Epoch [73][640/2147] lr: 1.634e-01, eta: 7 days, 13:46:32, time: 1.434, data_time: 0.008, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5750, loss_cls: 3.0873, loss: 3.0873, grad_norm: 1.7747 2021-01-21 17:58:15,604 - mmaction - INFO - Epoch [73][660/2147] lr: 1.634e-01, eta: 7 days, 13:45:47, time: 1.423, data_time: 0.005, memory: 16628, top1_acc: 0.3321, top5_acc: 0.5683, loss_cls: 3.0973, loss: 3.0973, grad_norm: 1.7142 2021-01-21 17:58:48,222 - mmaction - INFO - Epoch [73][680/2147] lr: 1.634e-01, eta: 7 days, 13:45:12, time: 1.625, data_time: 0.004, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5888, loss_cls: 3.0475, loss: 3.0475, grad_norm: 1.7398 2021-01-21 17:59:17,454 - mmaction - INFO - Epoch [73][700/2147] lr: 1.634e-01, eta: 7 days, 13:44:28, time: 1.457, data_time: 0.010, memory: 16628, top1_acc: 0.3330, top5_acc: 0.5920, loss_cls: 3.0432, loss: 3.0432, grad_norm: 1.7840 2021-01-21 17:59:46,564 - mmaction - INFO - Epoch [73][720/2147] lr: 1.634e-01, eta: 7 days, 13:43:45, time: 1.467, data_time: 0.014, memory: 16628, top1_acc: 0.3455, top5_acc: 0.5906, loss_cls: 3.0103, loss: 3.0103, grad_norm: 1.7053 2021-01-21 18:00:17,898 - mmaction - INFO - Epoch [73][740/2147] lr: 1.634e-01, eta: 7 days, 13:43:07, time: 1.564, data_time: 0.002, memory: 16628, top1_acc: 0.3424, top5_acc: 0.5746, loss_cls: 3.0667, loss: 3.0667, grad_norm: 1.7131 2021-01-21 18:00:46,848 - mmaction - INFO - Epoch [73][760/2147] lr: 1.634e-01, eta: 7 days, 13:42:23, time: 1.447, data_time: 0.005, memory: 16628, top1_acc: 0.3388, top5_acc: 0.5772, loss_cls: 3.1209, loss: 3.1209, grad_norm: 1.7453 2021-01-21 18:01:17,456 - mmaction - INFO - Epoch [73][780/2147] lr: 1.634e-01, eta: 7 days, 13:41:43, time: 1.526, data_time: 0.007, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5674, loss_cls: 3.1059, loss: 3.1059, grad_norm: 1.7491 2021-01-21 18:01:54,641 - mmaction - INFO - Epoch [73][800/2147] lr: 1.634e-01, eta: 7 days, 13:41:20, time: 1.855, data_time: 0.015, memory: 16628, top1_acc: 0.3344, top5_acc: 0.5741, loss_cls: 3.0895, loss: 3.0895, grad_norm: 1.7060 2021-01-21 18:02:24,738 - mmaction - INFO - Epoch [73][820/2147] lr: 1.634e-01, eta: 7 days, 13:40:39, time: 1.512, data_time: 0.021, memory: 16628, top1_acc: 0.3469, top5_acc: 0.5848, loss_cls: 3.0570, loss: 3.0570, grad_norm: 1.7791 2021-01-21 18:02:53,971 - mmaction - INFO - Epoch [73][840/2147] lr: 1.634e-01, eta: 7 days, 13:39:56, time: 1.461, data_time: 0.006, memory: 16628, top1_acc: 0.3295, top5_acc: 0.5804, loss_cls: 3.0821, loss: 3.0821, grad_norm: 1.8156 2021-01-21 18:03:23,014 - mmaction - INFO - Epoch [73][860/2147] lr: 1.634e-01, eta: 7 days, 13:39:13, time: 1.455, data_time: 0.011, memory: 16628, top1_acc: 0.3357, top5_acc: 0.5844, loss_cls: 3.0378, loss: 3.0378, grad_norm: 1.7319 2021-01-21 18:03:52,401 - mmaction - INFO - Epoch [73][880/2147] lr: 1.634e-01, eta: 7 days, 13:38:30, time: 1.464, data_time: 0.004, memory: 16628, top1_acc: 0.3344, top5_acc: 0.5924, loss_cls: 3.0213, loss: 3.0213, grad_norm: 1.7790 2021-01-21 18:04:21,665 - mmaction - INFO - Epoch [73][900/2147] lr: 1.634e-01, eta: 7 days, 13:37:47, time: 1.470, data_time: 0.020, memory: 16628, top1_acc: 0.3281, top5_acc: 0.5737, loss_cls: 3.0670, loss: 3.0670, grad_norm: 1.7505 2021-01-21 18:04:55,331 - mmaction - INFO - Epoch [73][920/2147] lr: 1.634e-01, eta: 7 days, 13:37:15, time: 1.677, data_time: 0.002, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5835, loss_cls: 3.1189, loss: 3.1189, grad_norm: 1.6975 2021-01-21 18:05:24,751 - mmaction - INFO - Epoch [73][940/2147] lr: 1.634e-01, eta: 7 days, 13:36:32, time: 1.471, data_time: 0.015, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5817, loss_cls: 3.0904, loss: 3.0904, grad_norm: 1.7235 2021-01-21 18:05:53,288 - mmaction - INFO - Epoch [73][960/2147] lr: 1.634e-01, eta: 7 days, 13:35:47, time: 1.433, data_time: 0.009, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5772, loss_cls: 3.0778, loss: 3.0778, grad_norm: 1.7509 2021-01-21 18:06:22,135 - mmaction - INFO - Epoch [73][980/2147] lr: 1.634e-01, eta: 7 days, 13:35:03, time: 1.437, data_time: 0.001, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5781, loss_cls: 3.0850, loss: 3.0850, grad_norm: 1.7249 2021-01-21 18:06:52,179 - mmaction - INFO - Epoch [73][1000/2147] lr: 1.634e-01, eta: 7 days, 13:34:22, time: 1.495, data_time: 0.007, memory: 16628, top1_acc: 0.3500, top5_acc: 0.5955, loss_cls: 3.0135, loss: 3.0135, grad_norm: 1.7548 2021-01-21 18:07:24,970 - mmaction - INFO - Epoch [73][1020/2147] lr: 1.634e-01, eta: 7 days, 13:33:48, time: 1.647, data_time: 0.019, memory: 16628, top1_acc: 0.3415, top5_acc: 0.5982, loss_cls: 3.0043, loss: 3.0043, grad_norm: 1.7553 2021-01-21 18:07:57,891 - mmaction - INFO - Epoch [73][1040/2147] lr: 1.634e-01, eta: 7 days, 13:33:14, time: 1.647, data_time: 0.008, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5817, loss_cls: 3.1132, loss: 3.1132, grad_norm: 1.8114 2021-01-21 18:08:29,426 - mmaction - INFO - Epoch [73][1060/2147] lr: 1.634e-01, eta: 7 days, 13:32:37, time: 1.579, data_time: 0.007, memory: 16628, top1_acc: 0.3402, top5_acc: 0.5853, loss_cls: 3.0706, loss: 3.0706, grad_norm: 1.7156 2021-01-21 18:08:58,871 - mmaction - INFO - Epoch [73][1080/2147] lr: 1.634e-01, eta: 7 days, 13:31:54, time: 1.473, data_time: 0.004, memory: 16628, top1_acc: 0.3263, top5_acc: 0.6036, loss_cls: 3.0035, loss: 3.0035, grad_norm: 1.7588 2021-01-21 18:09:31,368 - mmaction - INFO - Epoch [73][1100/2147] lr: 1.634e-01, eta: 7 days, 13:31:19, time: 1.622, data_time: 0.007, memory: 16628, top1_acc: 0.3393, top5_acc: 0.5804, loss_cls: 3.0652, loss: 3.0652, grad_norm: 1.7663 2021-01-21 18:09:59,990 - mmaction - INFO - Epoch [73][1120/2147] lr: 1.634e-01, eta: 7 days, 13:30:35, time: 1.433, data_time: 0.006, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5804, loss_cls: 3.1234, loss: 3.1234, grad_norm: 1.7748 2021-01-21 18:10:28,443 - mmaction - INFO - Epoch [73][1140/2147] lr: 1.634e-01, eta: 7 days, 13:29:49, time: 1.423, data_time: 0.004, memory: 16628, top1_acc: 0.3393, top5_acc: 0.5705, loss_cls: 3.0965, loss: 3.0965, grad_norm: 1.7084 2021-01-21 18:10:56,921 - mmaction - INFO - Epoch [73][1160/2147] lr: 1.634e-01, eta: 7 days, 13:29:04, time: 1.424, data_time: 0.003, memory: 16628, top1_acc: 0.3384, top5_acc: 0.5799, loss_cls: 3.0449, loss: 3.0449, grad_norm: 1.7577 2021-01-21 18:11:28,372 - mmaction - INFO - Epoch [73][1180/2147] lr: 1.634e-01, eta: 7 days, 13:28:27, time: 1.571, data_time: 0.008, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5817, loss_cls: 3.0866, loss: 3.0866, grad_norm: 1.7812 2021-01-21 18:12:05,911 - mmaction - INFO - Epoch [73][1200/2147] lr: 1.634e-01, eta: 7 days, 13:28:04, time: 1.864, data_time: 0.006, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5696, loss_cls: 3.1222, loss: 3.1222, grad_norm: 1.7413 2021-01-21 18:12:36,915 - mmaction - INFO - Epoch [73][1220/2147] lr: 1.634e-01, eta: 7 days, 13:27:25, time: 1.552, data_time: 0.016, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5844, loss_cls: 3.0429, loss: 3.0429, grad_norm: 1.7600 2021-01-21 18:13:08,670 - mmaction - INFO - Epoch [73][1240/2147] lr: 1.634e-01, eta: 7 days, 13:26:49, time: 1.600, data_time: 0.015, memory: 16628, top1_acc: 0.3393, top5_acc: 0.5942, loss_cls: 3.0315, loss: 3.0315, grad_norm: 1.7837 2021-01-21 18:13:38,800 - mmaction - INFO - Epoch [73][1260/2147] lr: 1.634e-01, eta: 7 days, 13:26:08, time: 1.506, data_time: 0.005, memory: 16628, top1_acc: 0.3308, top5_acc: 0.5786, loss_cls: 3.0376, loss: 3.0376, grad_norm: 1.7811 2021-01-21 18:14:08,349 - mmaction - INFO - Epoch [73][1280/2147] lr: 1.634e-01, eta: 7 days, 13:25:26, time: 1.468, data_time: 0.004, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5804, loss_cls: 3.1089, loss: 3.1089, grad_norm: 1.7812 2021-01-21 18:14:37,163 - mmaction - INFO - Epoch [73][1300/2147] lr: 1.634e-01, eta: 7 days, 13:24:42, time: 1.449, data_time: 0.012, memory: 16628, top1_acc: 0.3469, top5_acc: 0.6009, loss_cls: 2.9749, loss: 2.9749, grad_norm: 1.7419 2021-01-21 18:15:12,044 - mmaction - INFO - Epoch [73][1320/2147] lr: 1.634e-01, eta: 7 days, 13:24:13, time: 1.744, data_time: 0.007, memory: 16628, top1_acc: 0.3317, top5_acc: 0.5857, loss_cls: 3.0550, loss: 3.0550, grad_norm: 1.8081 2021-01-21 18:15:41,712 - mmaction - INFO - Epoch [73][1340/2147] lr: 1.634e-01, eta: 7 days, 13:23:31, time: 1.485, data_time: 0.007, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5808, loss_cls: 3.0714, loss: 3.0714, grad_norm: 1.7583 2021-01-21 18:16:13,393 - mmaction - INFO - Epoch [73][1360/2147] lr: 1.634e-01, eta: 7 days, 13:22:54, time: 1.585, data_time: 0.002, memory: 16628, top1_acc: 0.3433, top5_acc: 0.5982, loss_cls: 3.0231, loss: 3.0231, grad_norm: 1.7805 2021-01-21 18:16:47,046 - mmaction - INFO - Epoch [73][1380/2147] lr: 1.634e-01, eta: 7 days, 13:22:22, time: 1.671, data_time: 0.002, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5817, loss_cls: 3.1112, loss: 3.1112, grad_norm: 1.7609 2021-01-21 18:17:16,533 - mmaction - INFO - Epoch [73][1400/2147] lr: 1.634e-01, eta: 7 days, 13:21:39, time: 1.481, data_time: 0.017, memory: 16628, top1_acc: 0.3330, top5_acc: 0.5808, loss_cls: 3.0709, loss: 3.0709, grad_norm: 1.7460 2021-01-21 18:17:50,093 - mmaction - INFO - Epoch [73][1420/2147] lr: 1.634e-01, eta: 7 days, 13:21:07, time: 1.680, data_time: 0.008, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5906, loss_cls: 3.0740, loss: 3.0740, grad_norm: 1.7435 2021-01-21 18:18:18,501 - mmaction - INFO - Epoch [73][1440/2147] lr: 1.634e-01, eta: 7 days, 13:20:22, time: 1.421, data_time: 0.006, memory: 16628, top1_acc: 0.3317, top5_acc: 0.5808, loss_cls: 3.0873, loss: 3.0873, grad_norm: 1.7705 2021-01-21 18:18:51,301 - mmaction - INFO - Epoch [73][1460/2147] lr: 1.634e-01, eta: 7 days, 13:19:48, time: 1.640, data_time: 0.004, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5683, loss_cls: 3.0916, loss: 3.0916, grad_norm: 1.7456 2021-01-21 18:19:22,381 - mmaction - INFO - Epoch [73][1480/2147] lr: 1.634e-01, eta: 7 days, 13:19:09, time: 1.547, data_time: 0.005, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5777, loss_cls: 3.1049, loss: 3.1049, grad_norm: 1.7747 2021-01-21 18:19:56,152 - mmaction - INFO - Epoch [73][1500/2147] lr: 1.634e-01, eta: 7 days, 13:18:38, time: 1.688, data_time: 0.021, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5728, loss_cls: 3.1408, loss: 3.1408, grad_norm: 1.7614 2021-01-21 18:20:25,318 - mmaction - INFO - Epoch [73][1520/2147] lr: 1.634e-01, eta: 7 days, 13:17:55, time: 1.466, data_time: 0.015, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5754, loss_cls: 3.1047, loss: 3.1047, grad_norm: 1.7643 2021-01-21 18:20:53,721 - mmaction - INFO - Epoch [73][1540/2147] lr: 1.634e-01, eta: 7 days, 13:17:10, time: 1.422, data_time: 0.004, memory: 16628, top1_acc: 0.3103, top5_acc: 0.5821, loss_cls: 3.0903, loss: 3.0903, grad_norm: 1.7675 2021-01-21 18:21:26,011 - mmaction - INFO - Epoch [73][1560/2147] lr: 1.634e-01, eta: 7 days, 13:16:34, time: 1.610, data_time: 0.002, memory: 16628, top1_acc: 0.3455, top5_acc: 0.5879, loss_cls: 3.0015, loss: 3.0015, grad_norm: 1.7340 2021-01-21 18:22:14,144 - mmaction - INFO - Epoch [73][1580/2147] lr: 1.634e-01, eta: 7 days, 13:16:38, time: 2.397, data_time: 0.011, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5772, loss_cls: 3.0975, loss: 3.0975, grad_norm: 1.8183 2021-01-21 18:22:51,656 - mmaction - INFO - Epoch [73][1600/2147] lr: 1.634e-01, eta: 7 days, 13:16:16, time: 1.885, data_time: 0.022, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5710, loss_cls: 3.1941, loss: 3.1941, grad_norm: 1.7736 2021-01-21 18:23:20,759 - mmaction - INFO - Epoch [73][1620/2147] lr: 1.634e-01, eta: 7 days, 13:15:33, time: 1.458, data_time: 0.009, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5951, loss_cls: 3.0845, loss: 3.0845, grad_norm: 1.7622 2021-01-21 18:23:50,523 - mmaction - INFO - Epoch [73][1640/2147] lr: 1.634e-01, eta: 7 days, 13:14:51, time: 1.482, data_time: 0.006, memory: 16628, top1_acc: 0.3317, top5_acc: 0.5777, loss_cls: 3.1011, loss: 3.1011, grad_norm: 1.7188 2021-01-21 18:24:19,442 - mmaction - INFO - Epoch [73][1660/2147] lr: 1.634e-01, eta: 7 days, 13:14:08, time: 1.454, data_time: 0.014, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5804, loss_cls: 3.0842, loss: 3.0842, grad_norm: 1.7437 2021-01-21 18:24:47,980 - mmaction - INFO - Epoch [73][1680/2147] lr: 1.634e-01, eta: 7 days, 13:13:22, time: 1.422, data_time: 0.001, memory: 16628, top1_acc: 0.3424, top5_acc: 0.5799, loss_cls: 3.0402, loss: 3.0402, grad_norm: 1.7519 2021-01-21 18:25:24,526 - mmaction - INFO - Epoch [73][1700/2147] lr: 1.634e-01, eta: 7 days, 13:12:57, time: 1.819, data_time: 0.007, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5799, loss_cls: 3.1077, loss: 3.1077, grad_norm: 1.7503 2021-01-21 18:25:56,813 - mmaction - INFO - Epoch [73][1720/2147] lr: 1.634e-01, eta: 7 days, 13:12:22, time: 1.619, data_time: 0.017, memory: 16628, top1_acc: 0.3420, top5_acc: 0.5906, loss_cls: 3.0134, loss: 3.0134, grad_norm: 1.7106 2021-01-21 18:26:26,093 - mmaction - INFO - Epoch [73][1740/2147] lr: 1.634e-01, eta: 7 days, 13:11:39, time: 1.463, data_time: 0.012, memory: 16628, top1_acc: 0.3402, top5_acc: 0.5937, loss_cls: 3.0337, loss: 3.0337, grad_norm: 1.7135 2021-01-21 18:26:58,902 - mmaction - INFO - Epoch [73][1760/2147] lr: 1.634e-01, eta: 7 days, 13:11:05, time: 1.641, data_time: 0.011, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5763, loss_cls: 3.1436, loss: 3.1436, grad_norm: 1.7680 2021-01-21 18:27:27,525 - mmaction - INFO - Epoch [73][1780/2147] lr: 1.634e-01, eta: 7 days, 13:10:21, time: 1.438, data_time: 0.012, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5714, loss_cls: 3.1187, loss: 3.1187, grad_norm: 1.7277 2021-01-21 18:27:57,155 - mmaction - INFO - Epoch [73][1800/2147] lr: 1.634e-01, eta: 7 days, 13:09:39, time: 1.482, data_time: 0.003, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5799, loss_cls: 3.0801, loss: 3.0801, grad_norm: 1.7652 2021-01-21 18:28:27,996 - mmaction - INFO - Epoch [73][1820/2147] lr: 1.634e-01, eta: 7 days, 13:09:00, time: 1.541, data_time: 0.005, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5545, loss_cls: 3.1471, loss: 3.1471, grad_norm: 1.7271 2021-01-21 18:29:02,330 - mmaction - INFO - Epoch [73][1840/2147] lr: 1.634e-01, eta: 7 days, 13:08:29, time: 1.713, data_time: 0.004, memory: 16628, top1_acc: 0.3357, top5_acc: 0.5839, loss_cls: 3.0588, loss: 3.0588, grad_norm: 1.7071 2021-01-21 18:29:32,151 - mmaction - INFO - Epoch [73][1860/2147] lr: 1.634e-01, eta: 7 days, 13:07:48, time: 1.494, data_time: 0.009, memory: 16628, top1_acc: 0.3536, top5_acc: 0.5951, loss_cls: 3.0338, loss: 3.0338, grad_norm: 1.7350 2021-01-21 18:30:02,230 - mmaction - INFO - Epoch [73][1880/2147] lr: 1.634e-01, eta: 7 days, 13:07:07, time: 1.505, data_time: 0.005, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5813, loss_cls: 3.0684, loss: 3.0684, grad_norm: 1.7413 2021-01-21 18:30:31,787 - mmaction - INFO - Epoch [73][1900/2147] lr: 1.634e-01, eta: 7 days, 13:06:25, time: 1.473, data_time: 0.004, memory: 16628, top1_acc: 0.3429, top5_acc: 0.5951, loss_cls: 3.0659, loss: 3.0659, grad_norm: 1.7532 2021-01-21 18:31:02,735 - mmaction - INFO - Epoch [73][1920/2147] lr: 1.634e-01, eta: 7 days, 13:05:46, time: 1.551, data_time: 0.008, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5844, loss_cls: 3.0948, loss: 3.0948, grad_norm: 1.7307 2021-01-21 18:31:34,956 - mmaction - INFO - Epoch [73][1940/2147] lr: 1.634e-01, eta: 7 days, 13:05:08, time: 1.560, data_time: 0.004, memory: 16628, top1_acc: 0.3371, top5_acc: 0.5853, loss_cls: 3.0161, loss: 3.0161, grad_norm: 1.6992 2021-01-21 18:32:09,274 - mmaction - INFO - Epoch [73][1960/2147] lr: 1.634e-01, eta: 7 days, 13:04:40, time: 1.768, data_time: 0.056, memory: 16628, top1_acc: 0.3406, top5_acc: 0.5937, loss_cls: 2.9949, loss: 2.9949, grad_norm: 1.7304 2021-01-21 18:32:43,287 - mmaction - INFO - Epoch [73][1980/2147] lr: 1.634e-01, eta: 7 days, 13:04:09, time: 1.694, data_time: 0.004, memory: 16628, top1_acc: 0.3384, top5_acc: 0.5911, loss_cls: 2.9930, loss: 2.9930, grad_norm: 1.7752 2021-01-21 18:33:11,793 - mmaction - INFO - Epoch [73][2000/2147] lr: 1.634e-01, eta: 7 days, 13:03:24, time: 1.432, data_time: 0.009, memory: 16628, top1_acc: 0.3406, top5_acc: 0.5826, loss_cls: 3.0501, loss: 3.0501, grad_norm: 1.7862 2021-01-21 18:33:43,283 - mmaction - INFO - Epoch [73][2020/2147] lr: 1.634e-01, eta: 7 days, 13:02:47, time: 1.571, data_time: 0.005, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5982, loss_cls: 3.0239, loss: 3.0239, grad_norm: 1.7217 2021-01-21 18:34:11,826 - mmaction - INFO - Epoch [73][2040/2147] lr: 1.634e-01, eta: 7 days, 13:02:02, time: 1.431, data_time: 0.005, memory: 16628, top1_acc: 0.3299, top5_acc: 0.5897, loss_cls: 3.0286, loss: 3.0286, grad_norm: 1.7419 2021-01-21 18:34:41,305 - mmaction - INFO - Epoch [73][2060/2147] lr: 1.634e-01, eta: 7 days, 13:01:20, time: 1.470, data_time: 0.003, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5647, loss_cls: 3.1324, loss: 3.1324, grad_norm: 1.7525 2021-01-21 18:35:11,919 - mmaction - INFO - Epoch [73][2080/2147] lr: 1.634e-01, eta: 7 days, 13:00:40, time: 1.532, data_time: 0.009, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5844, loss_cls: 3.0351, loss: 3.0351, grad_norm: 1.7507 2021-01-21 18:35:42,828 - mmaction - INFO - Epoch [73][2100/2147] lr: 1.634e-01, eta: 7 days, 13:00:01, time: 1.547, data_time: 0.007, memory: 16628, top1_acc: 0.3250, top5_acc: 0.5862, loss_cls: 3.0694, loss: 3.0694, grad_norm: 1.7919 2021-01-21 18:36:12,002 - mmaction - INFO - Epoch [73][2120/2147] lr: 1.634e-01, eta: 7 days, 12:59:18, time: 1.457, data_time: 0.004, memory: 16628, top1_acc: 0.3402, top5_acc: 0.5960, loss_cls: 3.0659, loss: 3.0659, grad_norm: 1.7786 2021-01-21 18:36:52,897 - mmaction - INFO - Epoch [73][2140/2147] lr: 1.634e-01, eta: 7 days, 12:59:03, time: 2.015, data_time: 0.008, memory: 16628, top1_acc: 0.3344, top5_acc: 0.5933, loss_cls: 3.0366, loss: 3.0366, grad_norm: 1.7625 2021-01-21 18:42:21,090 - mmaction - INFO - Epoch [74][20/2147] lr: 1.625e-01, eta: 7 days, 13:08:45, time: 14.739, data_time: 12.909, memory: 16628, top1_acc: 0.3464, top5_acc: 0.6067, loss_cls: 2.9167, loss: 2.9167, grad_norm: 1.7636 2021-01-21 18:42:52,131 - mmaction - INFO - Epoch [74][40/2147] lr: 1.625e-01, eta: 7 days, 13:08:06, time: 1.546, data_time: 0.006, memory: 16628, top1_acc: 0.3384, top5_acc: 0.5987, loss_cls: 3.0505, loss: 3.0505, grad_norm: 1.8083 2021-01-21 18:43:20,594 - mmaction - INFO - Epoch [74][60/2147] lr: 1.625e-01, eta: 7 days, 13:07:21, time: 1.430, data_time: 0.010, memory: 16628, top1_acc: 0.3558, top5_acc: 0.5920, loss_cls: 2.9783, loss: 2.9783, grad_norm: 1.7461 2021-01-21 18:43:50,145 - mmaction - INFO - Epoch [74][80/2147] lr: 1.625e-01, eta: 7 days, 13:06:39, time: 1.478, data_time: 0.007, memory: 16628, top1_acc: 0.3429, top5_acc: 0.5839, loss_cls: 3.0574, loss: 3.0574, grad_norm: 1.7687 2021-01-21 18:44:18,782 - mmaction - INFO - Epoch [74][100/2147] lr: 1.625e-01, eta: 7 days, 13:05:54, time: 1.433, data_time: 0.002, memory: 16628, top1_acc: 0.3295, top5_acc: 0.5821, loss_cls: 3.0682, loss: 3.0682, grad_norm: 1.7672 2021-01-21 18:44:47,883 - mmaction - INFO - Epoch [74][120/2147] lr: 1.625e-01, eta: 7 days, 13:05:11, time: 1.455, data_time: 0.003, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5902, loss_cls: 3.0188, loss: 3.0188, grad_norm: 1.7875 2021-01-21 18:45:18,526 - mmaction - INFO - Epoch [74][140/2147] lr: 1.625e-01, eta: 7 days, 13:04:31, time: 1.528, data_time: 0.002, memory: 16628, top1_acc: 0.3420, top5_acc: 0.5804, loss_cls: 3.0186, loss: 3.0186, grad_norm: 1.7428 2021-01-21 18:45:48,930 - mmaction - INFO - Epoch [74][160/2147] lr: 1.625e-01, eta: 7 days, 13:03:51, time: 1.522, data_time: 0.013, memory: 16628, top1_acc: 0.3433, top5_acc: 0.5888, loss_cls: 3.0187, loss: 3.0187, grad_norm: 1.7501 2021-01-21 18:46:19,741 - mmaction - INFO - Epoch [74][180/2147] lr: 1.625e-01, eta: 7 days, 13:03:12, time: 1.542, data_time: 0.006, memory: 16628, top1_acc: 0.3330, top5_acc: 0.5848, loss_cls: 3.0314, loss: 3.0314, grad_norm: 1.7624 2021-01-21 18:46:50,993 - mmaction - INFO - Epoch [74][200/2147] lr: 1.625e-01, eta: 7 days, 13:02:34, time: 1.563, data_time: 0.002, memory: 16628, top1_acc: 0.3397, top5_acc: 0.6071, loss_cls: 2.9703, loss: 2.9703, grad_norm: 1.7664 2021-01-21 18:47:19,907 - mmaction - INFO - Epoch [74][220/2147] lr: 1.625e-01, eta: 7 days, 13:01:50, time: 1.446, data_time: 0.005, memory: 16628, top1_acc: 0.3299, top5_acc: 0.5853, loss_cls: 3.0716, loss: 3.0716, grad_norm: 1.8017 2021-01-21 18:47:52,608 - mmaction - INFO - Epoch [74][240/2147] lr: 1.625e-01, eta: 7 days, 13:01:15, time: 1.634, data_time: 0.006, memory: 16628, top1_acc: 0.3112, top5_acc: 0.5661, loss_cls: 3.1337, loss: 3.1337, grad_norm: 1.7801 2021-01-21 18:48:21,882 - mmaction - INFO - Epoch [74][260/2147] lr: 1.625e-01, eta: 7 days, 13:00:32, time: 1.461, data_time: 0.003, memory: 16628, top1_acc: 0.3223, top5_acc: 0.6080, loss_cls: 2.9953, loss: 2.9953, grad_norm: 1.7469 2021-01-21 18:48:50,732 - mmaction - INFO - Epoch [74][280/2147] lr: 1.625e-01, eta: 7 days, 12:59:48, time: 1.446, data_time: 0.011, memory: 16628, top1_acc: 0.3393, top5_acc: 0.5884, loss_cls: 3.0209, loss: 3.0209, grad_norm: 1.7709 2021-01-21 18:49:22,499 - mmaction - INFO - Epoch [74][300/2147] lr: 1.625e-01, eta: 7 days, 12:59:12, time: 1.587, data_time: 0.002, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5768, loss_cls: 3.1028, loss: 3.1028, grad_norm: 1.7828 2021-01-21 18:49:52,208 - mmaction - INFO - Epoch [74][320/2147] lr: 1.625e-01, eta: 7 days, 12:58:30, time: 1.486, data_time: 0.006, memory: 16628, top1_acc: 0.3308, top5_acc: 0.5719, loss_cls: 3.1167, loss: 3.1167, grad_norm: 1.7528 2021-01-21 18:50:22,390 - mmaction - INFO - Epoch [74][340/2147] lr: 1.625e-01, eta: 7 days, 12:57:49, time: 1.510, data_time: 0.008, memory: 16628, top1_acc: 0.3393, top5_acc: 0.6040, loss_cls: 2.9895, loss: 2.9895, grad_norm: 1.7309 2021-01-21 18:50:50,978 - mmaction - INFO - Epoch [74][360/2147] lr: 1.625e-01, eta: 7 days, 12:57:04, time: 1.429, data_time: 0.003, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5879, loss_cls: 3.0744, loss: 3.0744, grad_norm: 1.7534 2021-01-21 18:51:20,057 - mmaction - INFO - Epoch [74][380/2147] lr: 1.625e-01, eta: 7 days, 12:56:21, time: 1.452, data_time: 0.001, memory: 16628, top1_acc: 0.3393, top5_acc: 0.5879, loss_cls: 3.0166, loss: 3.0166, grad_norm: 1.7363 2021-01-21 18:51:50,500 - mmaction - INFO - Epoch [74][400/2147] lr: 1.625e-01, eta: 7 days, 12:55:41, time: 1.524, data_time: 0.007, memory: 16628, top1_acc: 0.3295, top5_acc: 0.5723, loss_cls: 3.0991, loss: 3.0991, grad_norm: 1.7788 2021-01-21 18:52:19,993 - mmaction - INFO - Epoch [74][420/2147] lr: 1.625e-01, eta: 7 days, 12:54:58, time: 1.474, data_time: 0.012, memory: 16628, top1_acc: 0.3504, top5_acc: 0.5911, loss_cls: 3.0083, loss: 3.0083, grad_norm: 1.7324 2021-01-21 18:52:48,637 - mmaction - INFO - Epoch [74][440/2147] lr: 1.625e-01, eta: 7 days, 12:54:14, time: 1.432, data_time: 0.003, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5728, loss_cls: 3.1026, loss: 3.1026, grad_norm: 1.8132 2021-01-21 18:53:20,644 - mmaction - INFO - Epoch [74][460/2147] lr: 1.625e-01, eta: 7 days, 12:53:37, time: 1.597, data_time: 0.009, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5857, loss_cls: 3.0504, loss: 3.0504, grad_norm: 1.7607 2021-01-21 18:53:49,832 - mmaction - INFO - Epoch [74][480/2147] lr: 1.625e-01, eta: 7 days, 12:52:55, time: 1.463, data_time: 0.010, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5857, loss_cls: 3.0224, loss: 3.0224, grad_norm: 1.7631 2021-01-21 18:54:20,846 - mmaction - INFO - Epoch [74][500/2147] lr: 1.625e-01, eta: 7 days, 12:52:16, time: 1.551, data_time: 0.006, memory: 16628, top1_acc: 0.3442, top5_acc: 0.5902, loss_cls: 3.0167, loss: 3.0167, grad_norm: 1.7728 2021-01-21 18:54:52,489 - mmaction - INFO - Epoch [74][520/2147] lr: 1.625e-01, eta: 7 days, 12:51:39, time: 1.581, data_time: 0.002, memory: 16628, top1_acc: 0.3393, top5_acc: 0.5951, loss_cls: 3.0178, loss: 3.0178, grad_norm: 1.7599 2021-01-21 18:55:21,744 - mmaction - INFO - Epoch [74][540/2147] lr: 1.625e-01, eta: 7 days, 12:50:56, time: 1.461, data_time: 0.005, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5897, loss_cls: 3.0465, loss: 3.0465, grad_norm: 1.7718 2021-01-21 18:55:55,590 - mmaction - INFO - Epoch [74][560/2147] lr: 1.625e-01, eta: 7 days, 12:50:24, time: 1.690, data_time: 0.006, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5728, loss_cls: 3.1592, loss: 3.1592, grad_norm: 1.7729 2021-01-21 18:56:24,408 - mmaction - INFO - Epoch [74][580/2147] lr: 1.625e-01, eta: 7 days, 12:49:40, time: 1.446, data_time: 0.008, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5652, loss_cls: 3.1727, loss: 3.1727, grad_norm: 1.6820 2021-01-21 18:56:57,475 - mmaction - INFO - Epoch [74][600/2147] lr: 1.625e-01, eta: 7 days, 12:49:07, time: 1.648, data_time: 0.002, memory: 16628, top1_acc: 0.3379, top5_acc: 0.5826, loss_cls: 3.0413, loss: 3.0413, grad_norm: 1.7501 2021-01-21 18:57:27,728 - mmaction - INFO - Epoch [74][620/2147] lr: 1.625e-01, eta: 7 days, 12:48:26, time: 1.517, data_time: 0.009, memory: 16628, top1_acc: 0.3478, top5_acc: 0.5826, loss_cls: 3.0210, loss: 3.0210, grad_norm: 1.7265 2021-01-21 18:57:59,942 - mmaction - INFO - Epoch [74][640/2147] lr: 1.625e-01, eta: 7 days, 12:47:50, time: 1.600, data_time: 0.004, memory: 16628, top1_acc: 0.3366, top5_acc: 0.5853, loss_cls: 3.0151, loss: 3.0151, grad_norm: 1.7675 2021-01-21 18:58:30,429 - mmaction - INFO - Epoch [74][660/2147] lr: 1.625e-01, eta: 7 days, 12:47:10, time: 1.530, data_time: 0.026, memory: 16628, top1_acc: 0.3049, top5_acc: 0.5598, loss_cls: 3.1748, loss: 3.1748, grad_norm: 1.7838 2021-01-21 18:59:02,072 - mmaction - INFO - Epoch [74][680/2147] lr: 1.625e-01, eta: 7 days, 12:46:34, time: 1.584, data_time: 0.014, memory: 16628, top1_acc: 0.3379, top5_acc: 0.5839, loss_cls: 3.0472, loss: 3.0472, grad_norm: 1.7161 2021-01-21 18:59:34,181 - mmaction - INFO - Epoch [74][700/2147] lr: 1.625e-01, eta: 7 days, 12:45:58, time: 1.602, data_time: 0.008, memory: 16628, top1_acc: 0.3393, top5_acc: 0.5924, loss_cls: 3.0050, loss: 3.0050, grad_norm: 1.7251 2021-01-21 19:00:02,764 - mmaction - INFO - Epoch [74][720/2147] lr: 1.625e-01, eta: 7 days, 12:45:13, time: 1.434, data_time: 0.009, memory: 16628, top1_acc: 0.3326, top5_acc: 0.6031, loss_cls: 3.0082, loss: 3.0082, grad_norm: 1.7836 2021-01-21 19:00:33,809 - mmaction - INFO - Epoch [74][740/2147] lr: 1.625e-01, eta: 7 days, 12:44:35, time: 1.552, data_time: 0.005, memory: 16628, top1_acc: 0.3295, top5_acc: 0.5772, loss_cls: 3.1056, loss: 3.1056, grad_norm: 1.7644 2021-01-21 19:01:04,581 - mmaction - INFO - Epoch [74][760/2147] lr: 1.625e-01, eta: 7 days, 12:43:56, time: 1.540, data_time: 0.005, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5862, loss_cls: 3.1245, loss: 3.1245, grad_norm: 1.7670 2021-01-21 19:01:33,176 - mmaction - INFO - Epoch [74][780/2147] lr: 1.625e-01, eta: 7 days, 12:43:11, time: 1.430, data_time: 0.003, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5826, loss_cls: 3.0882, loss: 3.0882, grad_norm: 1.7467 2021-01-21 19:02:16,465 - mmaction - INFO - Epoch [74][800/2147] lr: 1.625e-01, eta: 7 days, 12:43:03, time: 2.158, data_time: 0.049, memory: 16628, top1_acc: 0.3442, top5_acc: 0.6098, loss_cls: 2.9694, loss: 2.9694, grad_norm: 1.7568 2021-01-21 19:02:49,713 - mmaction - INFO - Epoch [74][820/2147] lr: 1.625e-01, eta: 7 days, 12:42:30, time: 1.665, data_time: 0.008, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5687, loss_cls: 3.1308, loss: 3.1308, grad_norm: 1.7876 2021-01-21 19:03:19,736 - mmaction - INFO - Epoch [74][840/2147] lr: 1.625e-01, eta: 7 days, 12:41:49, time: 1.505, data_time: 0.006, memory: 16628, top1_acc: 0.3437, top5_acc: 0.5857, loss_cls: 3.0262, loss: 3.0262, grad_norm: 1.7493 2021-01-21 19:03:49,427 - mmaction - INFO - Epoch [74][860/2147] lr: 1.625e-01, eta: 7 days, 12:41:07, time: 1.482, data_time: 0.001, memory: 16628, top1_acc: 0.3308, top5_acc: 0.5862, loss_cls: 3.0253, loss: 3.0253, grad_norm: 1.7894 2021-01-21 19:04:21,845 - mmaction - INFO - Epoch [74][880/2147] lr: 1.625e-01, eta: 7 days, 12:40:32, time: 1.623, data_time: 0.006, memory: 16628, top1_acc: 0.3317, top5_acc: 0.5871, loss_cls: 3.0477, loss: 3.0477, grad_norm: 1.7609 2021-01-21 19:04:50,586 - mmaction - INFO - Epoch [74][900/2147] lr: 1.625e-01, eta: 7 days, 12:39:48, time: 1.437, data_time: 0.002, memory: 16628, top1_acc: 0.3379, top5_acc: 0.5795, loss_cls: 3.0752, loss: 3.0752, grad_norm: 1.7529 2021-01-21 19:05:20,176 - mmaction - INFO - Epoch [74][920/2147] lr: 1.625e-01, eta: 7 days, 12:39:05, time: 1.480, data_time: 0.004, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5737, loss_cls: 3.1405, loss: 3.1405, grad_norm: 1.7446 2021-01-21 19:05:49,017 - mmaction - INFO - Epoch [74][940/2147] lr: 1.625e-01, eta: 7 days, 12:38:21, time: 1.434, data_time: 0.002, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5924, loss_cls: 3.0108, loss: 3.0108, grad_norm: 1.7487 2021-01-21 19:06:17,952 - mmaction - INFO - Epoch [74][960/2147] lr: 1.625e-01, eta: 7 days, 12:37:38, time: 1.451, data_time: 0.010, memory: 16628, top1_acc: 0.3464, top5_acc: 0.6062, loss_cls: 3.0224, loss: 3.0224, grad_norm: 1.7760 2021-01-21 19:06:56,683 - mmaction - INFO - Epoch [74][980/2147] lr: 1.625e-01, eta: 7 days, 12:37:18, time: 1.937, data_time: 0.009, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5853, loss_cls: 3.0605, loss: 3.0605, grad_norm: 1.7742 2021-01-21 19:07:25,461 - mmaction - INFO - Epoch [74][1000/2147] lr: 1.625e-01, eta: 7 days, 12:36:34, time: 1.439, data_time: 0.009, memory: 16628, top1_acc: 0.3371, top5_acc: 0.5955, loss_cls: 3.0426, loss: 3.0426, grad_norm: 1.7531 2021-01-21 19:07:59,450 - mmaction - INFO - Epoch [74][1020/2147] lr: 1.625e-01, eta: 7 days, 12:36:03, time: 1.692, data_time: 0.006, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5754, loss_cls: 3.1567, loss: 3.1567, grad_norm: 1.7311 2021-01-21 19:08:35,697 - mmaction - INFO - Epoch [74][1040/2147] lr: 1.625e-01, eta: 7 days, 12:35:37, time: 1.814, data_time: 0.019, memory: 16628, top1_acc: 0.3402, top5_acc: 0.6013, loss_cls: 3.0047, loss: 3.0047, grad_norm: 1.7514 2021-01-21 19:09:06,988 - mmaction - INFO - Epoch [74][1060/2147] lr: 1.625e-01, eta: 7 days, 12:34:59, time: 1.558, data_time: 0.028, memory: 16628, top1_acc: 0.3299, top5_acc: 0.5813, loss_cls: 3.0748, loss: 3.0748, grad_norm: 1.7815 2021-01-21 19:09:38,185 - mmaction - INFO - Epoch [74][1080/2147] lr: 1.625e-01, eta: 7 days, 12:34:21, time: 1.572, data_time: 0.022, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5866, loss_cls: 3.0212, loss: 3.0212, grad_norm: 1.7588 2021-01-21 19:10:10,408 - mmaction - INFO - Epoch [74][1100/2147] lr: 1.625e-01, eta: 7 days, 12:33:46, time: 1.608, data_time: 0.009, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5804, loss_cls: 3.0905, loss: 3.0905, grad_norm: 1.7677 2021-01-21 19:10:39,273 - mmaction - INFO - Epoch [74][1120/2147] lr: 1.625e-01, eta: 7 days, 12:33:02, time: 1.445, data_time: 0.010, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5826, loss_cls: 3.1012, loss: 3.1012, grad_norm: 1.7676 2021-01-21 19:11:07,890 - mmaction - INFO - Epoch [74][1140/2147] lr: 1.625e-01, eta: 7 days, 12:32:18, time: 1.437, data_time: 0.008, memory: 16628, top1_acc: 0.3321, top5_acc: 0.6080, loss_cls: 2.9475, loss: 2.9475, grad_norm: 1.7605 2021-01-21 19:11:41,481 - mmaction - INFO - Epoch [74][1160/2147] lr: 1.625e-01, eta: 7 days, 12:31:39, time: 1.553, data_time: 0.006, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5763, loss_cls: 3.0640, loss: 3.0640, grad_norm: 1.7763 2021-01-21 19:12:15,000 - mmaction - INFO - Epoch [74][1180/2147] lr: 1.625e-01, eta: 7 days, 12:31:13, time: 1.795, data_time: 0.132, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5871, loss_cls: 3.0269, loss: 3.0269, grad_norm: 1.7781 2021-01-21 19:12:43,658 - mmaction - INFO - Epoch [74][1200/2147] lr: 1.625e-01, eta: 7 days, 12:30:29, time: 1.439, data_time: 0.010, memory: 16628, top1_acc: 0.3393, top5_acc: 0.5987, loss_cls: 3.0059, loss: 3.0059, grad_norm: 1.7752 2021-01-21 19:13:12,995 - mmaction - INFO - Epoch [74][1220/2147] lr: 1.625e-01, eta: 7 days, 12:29:46, time: 1.468, data_time: 0.004, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5924, loss_cls: 3.0591, loss: 3.0591, grad_norm: 1.7718 2021-01-21 19:13:42,387 - mmaction - INFO - Epoch [74][1240/2147] lr: 1.625e-01, eta: 7 days, 12:29:03, time: 1.468, data_time: 0.004, memory: 16628, top1_acc: 0.3379, top5_acc: 0.5924, loss_cls: 3.0332, loss: 3.0332, grad_norm: 1.7517 2021-01-21 19:14:13,309 - mmaction - INFO - Epoch [74][1260/2147] lr: 1.625e-01, eta: 7 days, 12:28:25, time: 1.547, data_time: 0.011, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5866, loss_cls: 3.0714, loss: 3.0714, grad_norm: 1.7432 2021-01-21 19:14:42,046 - mmaction - INFO - Epoch [74][1280/2147] lr: 1.625e-01, eta: 7 days, 12:27:40, time: 1.436, data_time: 0.004, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5857, loss_cls: 3.1023, loss: 3.1023, grad_norm: 1.7693 2021-01-21 19:15:14,146 - mmaction - INFO - Epoch [74][1300/2147] lr: 1.625e-01, eta: 7 days, 12:27:04, time: 1.602, data_time: 0.011, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5737, loss_cls: 3.1046, loss: 3.1046, grad_norm: 1.7699 2021-01-21 19:15:47,142 - mmaction - INFO - Epoch [74][1320/2147] lr: 1.625e-01, eta: 7 days, 12:26:30, time: 1.642, data_time: 0.019, memory: 16628, top1_acc: 0.3429, top5_acc: 0.5741, loss_cls: 3.0391, loss: 3.0391, grad_norm: 1.7559 2021-01-21 19:16:16,685 - mmaction - INFO - Epoch [74][1340/2147] lr: 1.625e-01, eta: 7 days, 12:25:49, time: 1.489, data_time: 0.016, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5786, loss_cls: 3.0945, loss: 3.0945, grad_norm: 1.7545 2021-01-21 19:16:50,494 - mmaction - INFO - Epoch [74][1360/2147] lr: 1.625e-01, eta: 7 days, 12:25:17, time: 1.682, data_time: 0.003, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5915, loss_cls: 3.0523, loss: 3.0523, grad_norm: 1.8075 2021-01-21 19:17:19,615 - mmaction - INFO - Epoch [74][1380/2147] lr: 1.625e-01, eta: 7 days, 12:24:34, time: 1.463, data_time: 0.024, memory: 16628, top1_acc: 0.3420, top5_acc: 0.5911, loss_cls: 3.0463, loss: 3.0463, grad_norm: 1.7873 2021-01-21 19:17:53,328 - mmaction - INFO - Epoch [74][1400/2147] lr: 1.625e-01, eta: 7 days, 12:24:02, time: 1.681, data_time: 0.004, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5772, loss_cls: 3.1299, loss: 3.1299, grad_norm: 1.7770 2021-01-21 19:18:24,141 - mmaction - INFO - Epoch [74][1420/2147] lr: 1.625e-01, eta: 7 days, 12:23:23, time: 1.545, data_time: 0.008, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5719, loss_cls: 3.1017, loss: 3.1017, grad_norm: 1.7504 2021-01-21 19:18:56,114 - mmaction - INFO - Epoch [74][1440/2147] lr: 1.625e-01, eta: 7 days, 12:22:46, time: 1.592, data_time: 0.005, memory: 16628, top1_acc: 0.3379, top5_acc: 0.6031, loss_cls: 3.0067, loss: 3.0067, grad_norm: 1.7643 2021-01-21 19:19:25,033 - mmaction - INFO - Epoch [74][1460/2147] lr: 1.625e-01, eta: 7 days, 12:22:03, time: 1.452, data_time: 0.012, memory: 16628, top1_acc: 0.3330, top5_acc: 0.5857, loss_cls: 3.0157, loss: 3.0157, grad_norm: 1.7491 2021-01-21 19:19:57,021 - mmaction - INFO - Epoch [74][1480/2147] lr: 1.625e-01, eta: 7 days, 12:21:27, time: 1.599, data_time: 0.008, memory: 16628, top1_acc: 0.3487, top5_acc: 0.5888, loss_cls: 3.0698, loss: 3.0698, grad_norm: 1.7770 2021-01-21 19:20:26,917 - mmaction - INFO - Epoch [74][1500/2147] lr: 1.625e-01, eta: 7 days, 12:20:46, time: 1.495, data_time: 0.005, memory: 16628, top1_acc: 0.3281, top5_acc: 0.5817, loss_cls: 3.1153, loss: 3.1153, grad_norm: 1.7062 2021-01-21 19:20:56,327 - mmaction - INFO - Epoch [74][1520/2147] lr: 1.625e-01, eta: 7 days, 12:20:03, time: 1.468, data_time: 0.003, memory: 16628, top1_acc: 0.3473, top5_acc: 0.5969, loss_cls: 3.0358, loss: 3.0358, grad_norm: 1.7579 2021-01-21 19:21:25,137 - mmaction - INFO - Epoch [74][1540/2147] lr: 1.625e-01, eta: 7 days, 12:19:19, time: 1.443, data_time: 0.007, memory: 16628, top1_acc: 0.3420, top5_acc: 0.6049, loss_cls: 2.9905, loss: 2.9905, grad_norm: 1.7869 2021-01-21 19:22:09,357 - mmaction - INFO - Epoch [74][1560/2147] lr: 1.625e-01, eta: 7 days, 12:19:13, time: 2.208, data_time: 0.009, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5933, loss_cls: 3.0944, loss: 3.0944, grad_norm: 1.8128 2021-01-21 19:22:43,548 - mmaction - INFO - Epoch [74][1580/2147] lr: 1.625e-01, eta: 7 days, 12:18:43, time: 1.711, data_time: 0.011, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5723, loss_cls: 3.1733, loss: 3.1733, grad_norm: 1.7987 2021-01-21 19:23:12,425 - mmaction - INFO - Epoch [74][1600/2147] lr: 1.625e-01, eta: 7 days, 12:17:59, time: 1.443, data_time: 0.011, memory: 16628, top1_acc: 0.3429, top5_acc: 0.5848, loss_cls: 3.0492, loss: 3.0492, grad_norm: 1.7923 2021-01-21 19:23:43,741 - mmaction - INFO - Epoch [74][1620/2147] lr: 1.625e-01, eta: 7 days, 12:17:21, time: 1.565, data_time: 0.009, memory: 16628, top1_acc: 0.3384, top5_acc: 0.5973, loss_cls: 2.9935, loss: 2.9935, grad_norm: 1.8140 2021-01-21 19:24:14,152 - mmaction - INFO - Epoch [74][1640/2147] lr: 1.625e-01, eta: 7 days, 12:16:41, time: 1.520, data_time: 0.008, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5732, loss_cls: 3.1219, loss: 3.1219, grad_norm: 1.7968 2021-01-21 19:24:47,394 - mmaction - INFO - Epoch [74][1660/2147] lr: 1.625e-01, eta: 7 days, 12:16:08, time: 1.659, data_time: 0.008, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5759, loss_cls: 3.1128, loss: 3.1128, grad_norm: 1.7635 2021-01-21 19:25:17,546 - mmaction - INFO - Epoch [74][1680/2147] lr: 1.625e-01, eta: 7 days, 12:15:27, time: 1.513, data_time: 0.013, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5634, loss_cls: 3.1442, loss: 3.1442, grad_norm: 1.7371 2021-01-21 19:25:49,243 - mmaction - INFO - Epoch [74][1700/2147] lr: 1.625e-01, eta: 7 days, 12:14:51, time: 1.585, data_time: 0.004, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5808, loss_cls: 3.0893, loss: 3.0893, grad_norm: 1.8172 2021-01-21 19:26:17,954 - mmaction - INFO - Epoch [74][1720/2147] lr: 1.625e-01, eta: 7 days, 12:14:06, time: 1.437, data_time: 0.006, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5714, loss_cls: 3.1541, loss: 3.1541, grad_norm: 1.7603 2021-01-21 19:26:58,015 - mmaction - INFO - Epoch [74][1740/2147] lr: 1.625e-01, eta: 7 days, 12:13:50, time: 1.994, data_time: 0.002, memory: 16628, top1_acc: 0.3330, top5_acc: 0.5768, loss_cls: 3.0751, loss: 3.0751, grad_norm: 1.7650 2021-01-21 19:27:29,516 - mmaction - INFO - Epoch [74][1760/2147] lr: 1.625e-01, eta: 7 days, 12:13:13, time: 1.581, data_time: 0.013, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5879, loss_cls: 3.0899, loss: 3.0899, grad_norm: 1.7685 2021-01-21 19:27:59,956 - mmaction - INFO - Epoch [74][1780/2147] lr: 1.625e-01, eta: 7 days, 12:12:33, time: 1.524, data_time: 0.008, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5821, loss_cls: 3.0774, loss: 3.0774, grad_norm: 1.7511 2021-01-21 19:28:36,073 - mmaction - INFO - Epoch [74][1800/2147] lr: 1.625e-01, eta: 7 days, 12:12:07, time: 1.805, data_time: 0.007, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5754, loss_cls: 3.0733, loss: 3.0733, grad_norm: 1.7255 2021-01-21 19:29:09,941 - mmaction - INFO - Epoch [74][1820/2147] lr: 1.625e-01, eta: 7 days, 12:11:35, time: 1.687, data_time: 0.007, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5790, loss_cls: 3.1255, loss: 3.1255, grad_norm: 1.7565 2021-01-21 19:29:42,773 - mmaction - INFO - Epoch [74][1840/2147] lr: 1.625e-01, eta: 7 days, 12:11:01, time: 1.639, data_time: 0.016, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5714, loss_cls: 3.1055, loss: 3.1055, grad_norm: 1.7398 2021-01-21 19:30:13,782 - mmaction - INFO - Epoch [74][1860/2147] lr: 1.625e-01, eta: 7 days, 12:10:23, time: 1.556, data_time: 0.016, memory: 16628, top1_acc: 0.3433, top5_acc: 0.5996, loss_cls: 3.0051, loss: 3.0051, grad_norm: 1.7302 2021-01-21 19:30:44,739 - mmaction - INFO - Epoch [74][1880/2147] lr: 1.625e-01, eta: 7 days, 12:09:44, time: 1.539, data_time: 0.010, memory: 16628, top1_acc: 0.3393, top5_acc: 0.5857, loss_cls: 3.0743, loss: 3.0743, grad_norm: 1.7781 2021-01-21 19:31:18,610 - mmaction - INFO - Epoch [74][1900/2147] lr: 1.625e-01, eta: 7 days, 12:09:13, time: 1.702, data_time: 0.019, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5946, loss_cls: 3.0486, loss: 3.0486, grad_norm: 1.7535 2021-01-21 19:31:51,733 - mmaction - INFO - Epoch [74][1920/2147] lr: 1.625e-01, eta: 7 days, 12:08:39, time: 1.655, data_time: 0.008, memory: 16628, top1_acc: 0.3455, top5_acc: 0.5969, loss_cls: 2.9901, loss: 2.9901, grad_norm: 1.7256 2021-01-21 19:32:23,141 - mmaction - INFO - Epoch [74][1940/2147] lr: 1.625e-01, eta: 7 days, 12:08:02, time: 1.577, data_time: 0.015, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5759, loss_cls: 3.1268, loss: 3.1268, grad_norm: 1.7850 2021-01-21 19:32:52,460 - mmaction - INFO - Epoch [74][1960/2147] lr: 1.625e-01, eta: 7 days, 12:07:20, time: 1.466, data_time: 0.004, memory: 16628, top1_acc: 0.3563, top5_acc: 0.6250, loss_cls: 2.9154, loss: 2.9154, grad_norm: 1.7491 2021-01-21 19:33:22,384 - mmaction - INFO - Epoch [74][1980/2147] lr: 1.625e-01, eta: 7 days, 12:06:38, time: 1.491, data_time: 0.007, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5741, loss_cls: 3.1068, loss: 3.1068, grad_norm: 1.8246 2021-01-21 19:33:53,246 - mmaction - INFO - Epoch [74][2000/2147] lr: 1.625e-01, eta: 7 days, 12:05:59, time: 1.547, data_time: 0.010, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5812, loss_cls: 3.1397, loss: 3.1397, grad_norm: 1.7272 2021-01-21 19:34:24,414 - mmaction - INFO - Epoch [74][2020/2147] lr: 1.625e-01, eta: 7 days, 12:05:21, time: 1.558, data_time: 0.003, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5875, loss_cls: 3.0715, loss: 3.0715, grad_norm: 1.7225 2021-01-21 19:34:56,775 - mmaction - INFO - Epoch [74][2040/2147] lr: 1.625e-01, eta: 7 days, 12:04:46, time: 1.612, data_time: 0.006, memory: 16628, top1_acc: 0.3357, top5_acc: 0.5786, loss_cls: 3.0592, loss: 3.0592, grad_norm: 1.7916 2021-01-21 19:35:27,610 - mmaction - INFO - Epoch [74][2060/2147] lr: 1.625e-01, eta: 7 days, 12:04:07, time: 1.550, data_time: 0.010, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5687, loss_cls: 3.1503, loss: 3.1503, grad_norm: 1.7889 2021-01-21 19:35:59,037 - mmaction - INFO - Epoch [74][2080/2147] lr: 1.625e-01, eta: 7 days, 12:03:30, time: 1.567, data_time: 0.002, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5826, loss_cls: 3.0905, loss: 3.0905, grad_norm: 1.7885 2021-01-21 19:36:27,529 - mmaction - INFO - Epoch [74][2100/2147] lr: 1.625e-01, eta: 7 days, 12:02:45, time: 1.428, data_time: 0.010, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5786, loss_cls: 3.1052, loss: 3.1052, grad_norm: 1.7445 2021-01-21 19:37:03,164 - mmaction - INFO - Epoch [74][2120/2147] lr: 1.625e-01, eta: 7 days, 12:02:18, time: 1.780, data_time: 0.006, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5732, loss_cls: 3.0936, loss: 3.0936, grad_norm: 1.7142 2021-01-21 19:37:32,164 - mmaction - INFO - Epoch [74][2140/2147] lr: 1.625e-01, eta: 7 days, 12:01:35, time: 1.452, data_time: 0.006, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5902, loss_cls: 3.0136, loss: 3.0136, grad_norm: 1.7445 2021-01-21 19:43:34,326 - mmaction - INFO - Epoch [75][20/2147] lr: 1.615e-01, eta: 7 days, 12:12:35, time: 16.575, data_time: 14.683, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5920, loss_cls: 3.0302, loss: 3.0302, grad_norm: 1.6972 2021-01-21 19:44:04,753 - mmaction - INFO - Epoch [75][40/2147] lr: 1.615e-01, eta: 7 days, 12:11:55, time: 1.522, data_time: 0.009, memory: 16628, top1_acc: 0.3402, top5_acc: 0.5888, loss_cls: 3.0211, loss: 3.0211, grad_norm: 1.7579 2021-01-21 19:44:33,168 - mmaction - INFO - Epoch [75][60/2147] lr: 1.615e-01, eta: 7 days, 12:11:10, time: 1.424, data_time: 0.007, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5799, loss_cls: 3.0849, loss: 3.0849, grad_norm: 1.7582 2021-01-21 19:45:01,474 - mmaction - INFO - Epoch [75][80/2147] lr: 1.615e-01, eta: 7 days, 12:10:25, time: 1.416, data_time: 0.003, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5687, loss_cls: 3.0561, loss: 3.0561, grad_norm: 1.7274 2021-01-21 19:45:31,309 - mmaction - INFO - Epoch [75][100/2147] lr: 1.615e-01, eta: 7 days, 12:09:43, time: 1.488, data_time: 0.004, memory: 16628, top1_acc: 0.3366, top5_acc: 0.5795, loss_cls: 3.0510, loss: 3.0510, grad_norm: 1.7484 2021-01-21 19:46:00,885 - mmaction - INFO - Epoch [75][120/2147] lr: 1.615e-01, eta: 7 days, 12:09:01, time: 1.482, data_time: 0.006, memory: 16628, top1_acc: 0.3522, top5_acc: 0.6018, loss_cls: 3.0172, loss: 3.0172, grad_norm: 1.7574 2021-01-21 19:46:29,349 - mmaction - INFO - Epoch [75][140/2147] lr: 1.615e-01, eta: 7 days, 12:08:16, time: 1.424, data_time: 0.005, memory: 16628, top1_acc: 0.3522, top5_acc: 0.5871, loss_cls: 2.9869, loss: 2.9869, grad_norm: 1.7111 2021-01-21 19:47:01,271 - mmaction - INFO - Epoch [75][160/2147] lr: 1.615e-01, eta: 7 days, 12:07:40, time: 1.587, data_time: 0.003, memory: 16628, top1_acc: 0.3429, top5_acc: 0.6045, loss_cls: 2.9639, loss: 2.9639, grad_norm: 1.7573 2021-01-21 19:47:32,255 - mmaction - INFO - Epoch [75][180/2147] lr: 1.615e-01, eta: 7 days, 12:07:01, time: 1.550, data_time: 0.013, memory: 16628, top1_acc: 0.3585, top5_acc: 0.6129, loss_cls: 2.9419, loss: 2.9419, grad_norm: 1.7665 2021-01-21 19:48:01,110 - mmaction - INFO - Epoch [75][200/2147] lr: 1.615e-01, eta: 7 days, 12:06:17, time: 1.450, data_time: 0.011, memory: 16628, top1_acc: 0.3353, top5_acc: 0.6027, loss_cls: 3.0048, loss: 3.0048, grad_norm: 1.7890 2021-01-21 19:48:30,222 - mmaction - INFO - Epoch [75][220/2147] lr: 1.615e-01, eta: 7 days, 12:05:34, time: 1.455, data_time: 0.004, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5915, loss_cls: 3.0367, loss: 3.0367, grad_norm: 1.8113 2021-01-21 19:48:59,082 - mmaction - INFO - Epoch [75][240/2147] lr: 1.615e-01, eta: 7 days, 12:04:50, time: 1.443, data_time: 0.004, memory: 16628, top1_acc: 0.3661, top5_acc: 0.6121, loss_cls: 2.9097, loss: 2.9097, grad_norm: 1.7487 2021-01-21 19:49:27,691 - mmaction - INFO - Epoch [75][260/2147] lr: 1.615e-01, eta: 7 days, 12:04:06, time: 1.432, data_time: 0.003, memory: 16628, top1_acc: 0.3424, top5_acc: 0.5821, loss_cls: 3.0629, loss: 3.0629, grad_norm: 1.7690 2021-01-21 19:49:56,144 - mmaction - INFO - Epoch [75][280/2147] lr: 1.615e-01, eta: 7 days, 12:03:21, time: 1.422, data_time: 0.003, memory: 16628, top1_acc: 0.3371, top5_acc: 0.5964, loss_cls: 3.0626, loss: 3.0626, grad_norm: 1.7666 2021-01-21 19:50:28,084 - mmaction - INFO - Epoch [75][300/2147] lr: 1.615e-01, eta: 7 days, 12:02:45, time: 1.596, data_time: 0.005, memory: 16628, top1_acc: 0.3442, top5_acc: 0.5915, loss_cls: 3.0139, loss: 3.0139, grad_norm: 1.7718 2021-01-21 19:51:01,070 - mmaction - INFO - Epoch [75][320/2147] lr: 1.615e-01, eta: 7 days, 12:02:11, time: 1.650, data_time: 0.006, memory: 16628, top1_acc: 0.3411, top5_acc: 0.5879, loss_cls: 3.0356, loss: 3.0356, grad_norm: 1.7761 2021-01-21 19:51:34,072 - mmaction - INFO - Epoch [75][340/2147] lr: 1.615e-01, eta: 7 days, 12:01:33, time: 1.562, data_time: 0.004, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5911, loss_cls: 3.0555, loss: 3.0555, grad_norm: 1.7005 2021-01-21 19:52:04,820 - mmaction - INFO - Epoch [75][360/2147] lr: 1.615e-01, eta: 7 days, 12:00:58, time: 1.623, data_time: 0.100, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5906, loss_cls: 3.0424, loss: 3.0424, grad_norm: 1.7854 2021-01-21 19:52:36,261 - mmaction - INFO - Epoch [75][380/2147] lr: 1.615e-01, eta: 7 days, 12:00:21, time: 1.575, data_time: 0.008, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5866, loss_cls: 3.0683, loss: 3.0683, grad_norm: 1.7998 2021-01-21 19:53:04,577 - mmaction - INFO - Epoch [75][400/2147] lr: 1.615e-01, eta: 7 days, 11:59:35, time: 1.416, data_time: 0.005, memory: 16628, top1_acc: 0.3518, top5_acc: 0.6138, loss_cls: 2.9218, loss: 2.9218, grad_norm: 1.7799 2021-01-21 19:53:36,413 - mmaction - INFO - Epoch [75][420/2147] lr: 1.615e-01, eta: 7 days, 11:58:59, time: 1.590, data_time: 0.002, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5871, loss_cls: 3.1014, loss: 3.1014, grad_norm: 1.7735 2021-01-21 19:54:05,227 - mmaction - INFO - Epoch [75][440/2147] lr: 1.615e-01, eta: 7 days, 11:58:15, time: 1.437, data_time: 0.008, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5795, loss_cls: 3.0904, loss: 3.0904, grad_norm: 1.7856 2021-01-21 19:54:36,785 - mmaction - INFO - Epoch [75][460/2147] lr: 1.615e-01, eta: 7 days, 11:57:37, time: 1.571, data_time: 0.013, memory: 16628, top1_acc: 0.3308, top5_acc: 0.5808, loss_cls: 3.0747, loss: 3.0747, grad_norm: 1.7720 2021-01-21 19:55:09,283 - mmaction - INFO - Epoch [75][480/2147] lr: 1.615e-01, eta: 7 days, 11:57:03, time: 1.635, data_time: 0.014, memory: 16628, top1_acc: 0.3344, top5_acc: 0.5933, loss_cls: 3.0589, loss: 3.0589, grad_norm: 1.7572 2021-01-21 19:55:39,828 - mmaction - INFO - Epoch [75][500/2147] lr: 1.615e-01, eta: 7 days, 11:56:23, time: 1.528, data_time: 0.006, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5862, loss_cls: 3.0752, loss: 3.0752, grad_norm: 1.7234 2021-01-21 19:56:08,861 - mmaction - INFO - Epoch [75][520/2147] lr: 1.615e-01, eta: 7 days, 11:55:40, time: 1.452, data_time: 0.003, memory: 16628, top1_acc: 0.3411, top5_acc: 0.5911, loss_cls: 3.0460, loss: 3.0460, grad_norm: 1.7523 2021-01-21 19:56:37,257 - mmaction - INFO - Epoch [75][540/2147] lr: 1.615e-01, eta: 7 days, 11:54:55, time: 1.420, data_time: 0.004, memory: 16628, top1_acc: 0.3424, top5_acc: 0.5844, loss_cls: 3.0457, loss: 3.0457, grad_norm: 1.7540 2021-01-21 19:57:09,961 - mmaction - INFO - Epoch [75][560/2147] lr: 1.615e-01, eta: 7 days, 11:54:20, time: 1.635, data_time: 0.004, memory: 16628, top1_acc: 0.3366, top5_acc: 0.5812, loss_cls: 3.0348, loss: 3.0348, grad_norm: 1.7800 2021-01-21 19:57:39,499 - mmaction - INFO - Epoch [75][580/2147] lr: 1.615e-01, eta: 7 days, 11:53:38, time: 1.474, data_time: 0.002, memory: 16628, top1_acc: 0.3384, top5_acc: 0.6085, loss_cls: 2.9532, loss: 2.9532, grad_norm: 1.7793 2021-01-21 19:58:09,097 - mmaction - INFO - Epoch [75][600/2147] lr: 1.615e-01, eta: 7 days, 11:52:56, time: 1.482, data_time: 0.005, memory: 16628, top1_acc: 0.3415, top5_acc: 0.5951, loss_cls: 3.0109, loss: 3.0109, grad_norm: 1.8122 2021-01-21 19:58:37,738 - mmaction - INFO - Epoch [75][620/2147] lr: 1.615e-01, eta: 7 days, 11:52:12, time: 1.430, data_time: 0.003, memory: 16628, top1_acc: 0.3308, top5_acc: 0.5857, loss_cls: 3.1264, loss: 3.1264, grad_norm: 1.7952 2021-01-21 19:59:06,555 - mmaction - INFO - Epoch [75][640/2147] lr: 1.615e-01, eta: 7 days, 11:51:28, time: 1.444, data_time: 0.011, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5929, loss_cls: 3.0945, loss: 3.0945, grad_norm: 1.7290 2021-01-21 19:59:36,245 - mmaction - INFO - Epoch [75][660/2147] lr: 1.615e-01, eta: 7 days, 11:50:46, time: 1.477, data_time: 0.003, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5915, loss_cls: 3.0323, loss: 3.0323, grad_norm: 1.7075 2021-01-21 20:00:08,448 - mmaction - INFO - Epoch [75][680/2147] lr: 1.615e-01, eta: 7 days, 11:50:11, time: 1.616, data_time: 0.013, memory: 16628, top1_acc: 0.3478, top5_acc: 0.6076, loss_cls: 2.9389, loss: 2.9389, grad_norm: 1.7541 2021-01-21 20:00:39,833 - mmaction - INFO - Epoch [75][700/2147] lr: 1.615e-01, eta: 7 days, 11:49:33, time: 1.561, data_time: 0.006, memory: 16628, top1_acc: 0.3536, top5_acc: 0.5920, loss_cls: 2.9923, loss: 2.9923, grad_norm: 1.7345 2021-01-21 20:01:10,083 - mmaction - INFO - Epoch [75][720/2147] lr: 1.615e-01, eta: 7 days, 11:48:53, time: 1.522, data_time: 0.016, memory: 16628, top1_acc: 0.3393, top5_acc: 0.5991, loss_cls: 3.0164, loss: 3.0164, grad_norm: 1.7633 2021-01-21 20:01:38,532 - mmaction - INFO - Epoch [75][740/2147] lr: 1.615e-01, eta: 7 days, 11:48:08, time: 1.422, data_time: 0.003, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5813, loss_cls: 3.0609, loss: 3.0609, grad_norm: 1.7945 2021-01-21 20:02:18,543 - mmaction - INFO - Epoch [75][760/2147] lr: 1.615e-01, eta: 7 days, 11:47:51, time: 1.998, data_time: 0.003, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5924, loss_cls: 3.0585, loss: 3.0585, grad_norm: 1.7656 2021-01-21 20:02:47,238 - mmaction - INFO - Epoch [75][780/2147] lr: 1.615e-01, eta: 7 days, 11:47:07, time: 1.436, data_time: 0.008, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5937, loss_cls: 3.0629, loss: 3.0629, grad_norm: 1.8035 2021-01-21 20:03:17,730 - mmaction - INFO - Epoch [75][800/2147] lr: 1.615e-01, eta: 7 days, 11:46:27, time: 1.526, data_time: 0.004, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5942, loss_cls: 3.0472, loss: 3.0472, grad_norm: 1.6969 2021-01-21 20:03:48,508 - mmaction - INFO - Epoch [75][820/2147] lr: 1.615e-01, eta: 7 days, 11:45:48, time: 1.539, data_time: 0.004, memory: 16628, top1_acc: 0.3295, top5_acc: 0.5795, loss_cls: 3.1137, loss: 3.1137, grad_norm: 1.7658 2021-01-21 20:04:17,261 - mmaction - INFO - Epoch [75][840/2147] lr: 1.615e-01, eta: 7 days, 11:45:04, time: 1.437, data_time: 0.002, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5946, loss_cls: 3.0387, loss: 3.0387, grad_norm: 1.7164 2021-01-21 20:04:49,342 - mmaction - INFO - Epoch [75][860/2147] lr: 1.615e-01, eta: 7 days, 11:44:28, time: 1.605, data_time: 0.004, memory: 16628, top1_acc: 0.3312, top5_acc: 0.6040, loss_cls: 3.0043, loss: 3.0043, grad_norm: 1.7474 2021-01-21 20:05:19,947 - mmaction - INFO - Epoch [75][880/2147] lr: 1.615e-01, eta: 7 days, 11:43:49, time: 1.529, data_time: 0.003, memory: 16628, top1_acc: 0.3344, top5_acc: 0.5795, loss_cls: 3.0583, loss: 3.0583, grad_norm: 1.7522 2021-01-21 20:05:52,182 - mmaction - INFO - Epoch [75][900/2147] lr: 1.615e-01, eta: 7 days, 11:43:13, time: 1.608, data_time: 0.007, memory: 16628, top1_acc: 0.3504, top5_acc: 0.5987, loss_cls: 2.9607, loss: 2.9607, grad_norm: 1.7291 2021-01-21 20:06:20,754 - mmaction - INFO - Epoch [75][920/2147] lr: 1.615e-01, eta: 7 days, 11:42:29, time: 1.433, data_time: 0.006, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5839, loss_cls: 3.0840, loss: 3.0840, grad_norm: 1.7632 2021-01-21 20:07:03,122 - mmaction - INFO - Epoch [75][940/2147] lr: 1.615e-01, eta: 7 days, 11:42:18, time: 2.113, data_time: 0.002, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5893, loss_cls: 3.0419, loss: 3.0419, grad_norm: 1.8007 2021-01-21 20:07:33,781 - mmaction - INFO - Epoch [75][960/2147] lr: 1.615e-01, eta: 7 days, 11:41:39, time: 1.538, data_time: 0.007, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5759, loss_cls: 3.0806, loss: 3.0806, grad_norm: 1.8017 2021-01-21 20:08:07,437 - mmaction - INFO - Epoch [75][980/2147] lr: 1.615e-01, eta: 7 days, 11:41:06, time: 1.674, data_time: 0.004, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5759, loss_cls: 3.0684, loss: 3.0684, grad_norm: 1.7691 2021-01-21 20:08:38,393 - mmaction - INFO - Epoch [75][1000/2147] lr: 1.615e-01, eta: 7 days, 11:40:28, time: 1.556, data_time: 0.014, memory: 16628, top1_acc: 0.3504, top5_acc: 0.5982, loss_cls: 2.9896, loss: 2.9896, grad_norm: 1.7754 2021-01-21 20:09:08,418 - mmaction - INFO - Epoch [75][1020/2147] lr: 1.615e-01, eta: 7 days, 11:39:47, time: 1.502, data_time: 0.003, memory: 16628, top1_acc: 0.3357, top5_acc: 0.5804, loss_cls: 3.0643, loss: 3.0643, grad_norm: 1.7493 2021-01-21 20:09:38,118 - mmaction - INFO - Epoch [75][1040/2147] lr: 1.615e-01, eta: 7 days, 11:39:05, time: 1.485, data_time: 0.002, memory: 16628, top1_acc: 0.3371, top5_acc: 0.5915, loss_cls: 3.0269, loss: 3.0269, grad_norm: 1.7794 2021-01-21 20:10:07,001 - mmaction - INFO - Epoch [75][1060/2147] lr: 1.615e-01, eta: 7 days, 11:38:22, time: 1.442, data_time: 0.003, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5705, loss_cls: 3.1036, loss: 3.1036, grad_norm: 1.7947 2021-01-21 20:10:36,881 - mmaction - INFO - Epoch [75][1080/2147] lr: 1.615e-01, eta: 7 days, 11:37:40, time: 1.494, data_time: 0.014, memory: 16628, top1_acc: 0.3571, top5_acc: 0.6049, loss_cls: 2.9470, loss: 2.9470, grad_norm: 1.7559 2021-01-21 20:11:05,515 - mmaction - INFO - Epoch [75][1100/2147] lr: 1.615e-01, eta: 7 days, 11:36:56, time: 1.434, data_time: 0.005, memory: 16628, top1_acc: 0.3491, top5_acc: 0.5982, loss_cls: 2.9674, loss: 2.9674, grad_norm: 1.7827 2021-01-21 20:11:41,296 - mmaction - INFO - Epoch [75][1120/2147] lr: 1.615e-01, eta: 7 days, 11:36:27, time: 1.744, data_time: 0.004, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5795, loss_cls: 3.0790, loss: 3.0790, grad_norm: 1.7898 2021-01-21 20:12:11,978 - mmaction - INFO - Epoch [75][1140/2147] lr: 1.615e-01, eta: 7 days, 11:35:50, time: 1.577, data_time: 0.047, memory: 16628, top1_acc: 0.3321, top5_acc: 0.5808, loss_cls: 3.0738, loss: 3.0738, grad_norm: 1.7239 2021-01-21 20:12:41,093 - mmaction - INFO - Epoch [75][1160/2147] lr: 1.615e-01, eta: 7 days, 11:35:07, time: 1.457, data_time: 0.004, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5732, loss_cls: 3.1115, loss: 3.1115, grad_norm: 1.7304 2021-01-21 20:13:10,014 - mmaction - INFO - Epoch [75][1180/2147] lr: 1.615e-01, eta: 7 days, 11:34:23, time: 1.446, data_time: 0.002, memory: 16628, top1_acc: 0.3415, top5_acc: 0.5996, loss_cls: 2.9861, loss: 2.9861, grad_norm: 1.7277 2021-01-21 20:13:40,545 - mmaction - INFO - Epoch [75][1200/2147] lr: 1.615e-01, eta: 7 days, 11:33:43, time: 1.525, data_time: 0.001, memory: 16628, top1_acc: 0.3295, top5_acc: 0.5821, loss_cls: 3.0837, loss: 3.0837, grad_norm: 1.8011 2021-01-21 20:14:09,117 - mmaction - INFO - Epoch [75][1220/2147] lr: 1.615e-01, eta: 7 days, 11:32:59, time: 1.429, data_time: 0.005, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5750, loss_cls: 3.0914, loss: 3.0914, grad_norm: 1.7569 2021-01-21 20:14:38,414 - mmaction - INFO - Epoch [75][1240/2147] lr: 1.615e-01, eta: 7 days, 11:32:16, time: 1.465, data_time: 0.003, memory: 16628, top1_acc: 0.3473, top5_acc: 0.5973, loss_cls: 3.0086, loss: 3.0086, grad_norm: 1.7120 2021-01-21 20:15:07,499 - mmaction - INFO - Epoch [75][1260/2147] lr: 1.615e-01, eta: 7 days, 11:31:33, time: 1.444, data_time: 0.003, memory: 16628, top1_acc: 0.3388, top5_acc: 0.5915, loss_cls: 2.9859, loss: 2.9859, grad_norm: 1.7393 2021-01-21 20:15:35,976 - mmaction - INFO - Epoch [75][1280/2147] lr: 1.615e-01, eta: 7 days, 11:30:49, time: 1.434, data_time: 0.012, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5763, loss_cls: 3.0941, loss: 3.0941, grad_norm: 1.7861 2021-01-21 20:16:07,983 - mmaction - INFO - Epoch [75][1300/2147] lr: 1.615e-01, eta: 7 days, 11:30:12, time: 1.585, data_time: 0.005, memory: 16628, top1_acc: 0.3317, top5_acc: 0.5866, loss_cls: 3.1128, loss: 3.1128, grad_norm: 1.7382 2021-01-21 20:16:37,618 - mmaction - INFO - Epoch [75][1320/2147] lr: 1.615e-01, eta: 7 days, 11:29:31, time: 1.491, data_time: 0.020, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5920, loss_cls: 3.0712, loss: 3.0712, grad_norm: 1.7554 2021-01-21 20:17:08,028 - mmaction - INFO - Epoch [75][1340/2147] lr: 1.615e-01, eta: 7 days, 11:28:51, time: 1.521, data_time: 0.008, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5902, loss_cls: 3.0386, loss: 3.0386, grad_norm: 1.7661 2021-01-21 20:17:38,626 - mmaction - INFO - Epoch [75][1360/2147] lr: 1.615e-01, eta: 7 days, 11:28:11, time: 1.525, data_time: 0.015, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5946, loss_cls: 3.0798, loss: 3.0798, grad_norm: 1.7678 2021-01-21 20:18:11,768 - mmaction - INFO - Epoch [75][1380/2147] lr: 1.615e-01, eta: 7 days, 11:27:38, time: 1.660, data_time: 0.016, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5866, loss_cls: 3.1042, loss: 3.1042, grad_norm: 1.8049 2021-01-21 20:18:40,967 - mmaction - INFO - Epoch [75][1400/2147] lr: 1.615e-01, eta: 7 days, 11:26:55, time: 1.468, data_time: 0.014, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5754, loss_cls: 3.0728, loss: 3.0728, grad_norm: 1.7445 2021-01-21 20:19:10,061 - mmaction - INFO - Epoch [75][1420/2147] lr: 1.615e-01, eta: 7 days, 11:26:12, time: 1.454, data_time: 0.004, memory: 16628, top1_acc: 0.3629, top5_acc: 0.6040, loss_cls: 2.9523, loss: 2.9523, grad_norm: 1.7644 2021-01-21 20:19:45,787 - mmaction - INFO - Epoch [75][1440/2147] lr: 1.615e-01, eta: 7 days, 11:25:45, time: 1.776, data_time: 0.005, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5830, loss_cls: 3.0752, loss: 3.0752, grad_norm: 1.7541 2021-01-21 20:20:14,649 - mmaction - INFO - Epoch [75][1460/2147] lr: 1.615e-01, eta: 7 days, 11:25:01, time: 1.452, data_time: 0.016, memory: 16628, top1_acc: 0.3563, top5_acc: 0.5973, loss_cls: 3.0253, loss: 3.0253, grad_norm: 1.7278 2021-01-21 20:20:48,901 - mmaction - INFO - Epoch [75][1480/2147] lr: 1.615e-01, eta: 7 days, 11:24:30, time: 1.708, data_time: 0.006, memory: 16628, top1_acc: 0.3446, top5_acc: 0.5946, loss_cls: 3.0416, loss: 3.0416, grad_norm: 1.7543 2021-01-21 20:21:24,055 - mmaction - INFO - Epoch [75][1500/2147] lr: 1.615e-01, eta: 7 days, 11:24:02, time: 1.755, data_time: 0.011, memory: 16628, top1_acc: 0.3496, top5_acc: 0.5897, loss_cls: 3.0425, loss: 3.0425, grad_norm: 1.7607 2021-01-21 20:22:07,463 - mmaction - INFO - Epoch [75][1520/2147] lr: 1.615e-01, eta: 7 days, 11:23:54, time: 2.172, data_time: 0.013, memory: 16628, top1_acc: 0.3281, top5_acc: 0.5812, loss_cls: 3.1179, loss: 3.1179, grad_norm: 1.7633 2021-01-21 20:22:37,840 - mmaction - INFO - Epoch [75][1540/2147] lr: 1.615e-01, eta: 7 days, 11:23:14, time: 1.528, data_time: 0.012, memory: 16628, top1_acc: 0.3379, top5_acc: 0.6049, loss_cls: 3.0154, loss: 3.0154, grad_norm: 1.7488 2021-01-21 20:23:07,844 - mmaction - INFO - Epoch [75][1560/2147] lr: 1.615e-01, eta: 7 days, 11:22:32, time: 1.483, data_time: 0.006, memory: 16628, top1_acc: 0.3420, top5_acc: 0.5884, loss_cls: 3.0313, loss: 3.0313, grad_norm: 1.7805 2021-01-21 20:23:39,708 - mmaction - INFO - Epoch [75][1580/2147] lr: 1.615e-01, eta: 7 days, 11:21:57, time: 1.605, data_time: 0.020, memory: 16628, top1_acc: 0.3308, top5_acc: 0.5839, loss_cls: 3.0886, loss: 3.0886, grad_norm: 1.7884 2021-01-21 20:24:08,203 - mmaction - INFO - Epoch [75][1600/2147] lr: 1.615e-01, eta: 7 days, 11:21:12, time: 1.430, data_time: 0.008, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5888, loss_cls: 3.0226, loss: 3.0226, grad_norm: 1.7712 2021-01-21 20:24:38,530 - mmaction - INFO - Epoch [75][1620/2147] lr: 1.615e-01, eta: 7 days, 11:20:32, time: 1.513, data_time: 0.004, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5567, loss_cls: 3.1310, loss: 3.1310, grad_norm: 1.7250 2021-01-21 20:25:07,586 - mmaction - INFO - Epoch [75][1640/2147] lr: 1.615e-01, eta: 7 days, 11:19:49, time: 1.449, data_time: 0.006, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5937, loss_cls: 3.0541, loss: 3.0541, grad_norm: 1.7454 2021-01-21 20:25:40,152 - mmaction - INFO - Epoch [75][1660/2147] lr: 1.615e-01, eta: 7 days, 11:19:14, time: 1.631, data_time: 0.010, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5768, loss_cls: 3.1296, loss: 3.1296, grad_norm: 1.7761 2021-01-21 20:26:08,558 - mmaction - INFO - Epoch [75][1680/2147] lr: 1.615e-01, eta: 7 days, 11:18:30, time: 1.425, data_time: 0.009, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5777, loss_cls: 3.0845, loss: 3.0845, grad_norm: 1.8422 2021-01-21 20:26:42,121 - mmaction - INFO - Epoch [75][1700/2147] lr: 1.615e-01, eta: 7 days, 11:17:57, time: 1.672, data_time: 0.004, memory: 16628, top1_acc: 0.3263, top5_acc: 0.6004, loss_cls: 3.0398, loss: 3.0398, grad_norm: 1.7554 2021-01-21 20:27:18,899 - mmaction - INFO - Epoch [75][1720/2147] lr: 1.615e-01, eta: 7 days, 11:17:32, time: 1.838, data_time: 0.015, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5781, loss_cls: 3.1275, loss: 3.1275, grad_norm: 1.7539 2021-01-21 20:27:48,880 - mmaction - INFO - Epoch [75][1740/2147] lr: 1.615e-01, eta: 7 days, 11:16:52, time: 1.500, data_time: 0.012, memory: 16628, top1_acc: 0.3321, top5_acc: 0.5821, loss_cls: 3.0689, loss: 3.0689, grad_norm: 1.7311 2021-01-21 20:28:18,978 - mmaction - INFO - Epoch [75][1760/2147] lr: 1.615e-01, eta: 7 days, 11:16:10, time: 1.496, data_time: 0.011, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5817, loss_cls: 3.0999, loss: 3.0999, grad_norm: 1.7572 2021-01-21 20:28:49,788 - mmaction - INFO - Epoch [75][1780/2147] lr: 1.615e-01, eta: 7 days, 11:15:32, time: 1.554, data_time: 0.019, memory: 16628, top1_acc: 0.3188, top5_acc: 0.5719, loss_cls: 3.1458, loss: 3.1458, grad_norm: 1.7264 2021-01-21 20:29:20,396 - mmaction - INFO - Epoch [75][1800/2147] lr: 1.615e-01, eta: 7 days, 11:14:53, time: 1.525, data_time: 0.004, memory: 16628, top1_acc: 0.3393, top5_acc: 0.6000, loss_cls: 2.9914, loss: 2.9914, grad_norm: 1.7767 2021-01-21 20:29:51,375 - mmaction - INFO - Epoch [75][1820/2147] lr: 1.615e-01, eta: 7 days, 11:14:14, time: 1.544, data_time: 0.010, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5741, loss_cls: 3.1281, loss: 3.1281, grad_norm: 1.7552 2021-01-21 20:30:19,955 - mmaction - INFO - Epoch [75][1840/2147] lr: 1.615e-01, eta: 7 days, 11:13:30, time: 1.438, data_time: 0.020, memory: 16628, top1_acc: 0.3455, top5_acc: 0.5853, loss_cls: 3.0205, loss: 3.0205, grad_norm: 1.7397 2021-01-21 20:30:50,757 - mmaction - INFO - Epoch [75][1860/2147] lr: 1.615e-01, eta: 7 days, 11:12:51, time: 1.538, data_time: 0.009, memory: 16628, top1_acc: 0.3295, top5_acc: 0.5839, loss_cls: 3.0491, loss: 3.0491, grad_norm: 1.7545 2021-01-21 20:31:21,921 - mmaction - INFO - Epoch [75][1880/2147] lr: 1.615e-01, eta: 7 days, 11:12:13, time: 1.558, data_time: 0.008, memory: 16628, top1_acc: 0.3371, top5_acc: 0.5879, loss_cls: 3.0468, loss: 3.0468, grad_norm: 1.7805 2021-01-21 20:31:57,477 - mmaction - INFO - Epoch [75][1900/2147] lr: 1.615e-01, eta: 7 days, 11:11:46, time: 1.781, data_time: 0.006, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5777, loss_cls: 3.1045, loss: 3.1045, grad_norm: 1.8172 2021-01-21 20:32:29,709 - mmaction - INFO - Epoch [75][1920/2147] lr: 1.615e-01, eta: 7 days, 11:11:10, time: 1.611, data_time: 0.006, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5817, loss_cls: 3.0670, loss: 3.0670, grad_norm: 1.7714 2021-01-21 20:33:00,998 - mmaction - INFO - Epoch [75][1940/2147] lr: 1.615e-01, eta: 7 days, 11:10:32, time: 1.564, data_time: 0.007, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5732, loss_cls: 3.0953, loss: 3.0953, grad_norm: 1.7482 2021-01-21 20:33:32,296 - mmaction - INFO - Epoch [75][1960/2147] lr: 1.615e-01, eta: 7 days, 11:09:55, time: 1.563, data_time: 0.004, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5804, loss_cls: 3.0948, loss: 3.0948, grad_norm: 1.7361 2021-01-21 20:34:02,097 - mmaction - INFO - Epoch [75][1980/2147] lr: 1.615e-01, eta: 7 days, 11:09:13, time: 1.480, data_time: 0.006, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5781, loss_cls: 3.0695, loss: 3.0695, grad_norm: 1.7638 2021-01-21 20:34:31,312 - mmaction - INFO - Epoch [75][2000/2147] lr: 1.615e-01, eta: 7 days, 11:08:30, time: 1.472, data_time: 0.015, memory: 16628, top1_acc: 0.3250, top5_acc: 0.5710, loss_cls: 3.1158, loss: 3.1158, grad_norm: 1.7518 2021-01-21 20:35:01,757 - mmaction - INFO - Epoch [75][2020/2147] lr: 1.615e-01, eta: 7 days, 11:07:51, time: 1.524, data_time: 0.007, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5741, loss_cls: 3.0715, loss: 3.0715, grad_norm: 1.7669 2021-01-21 20:35:30,627 - mmaction - INFO - Epoch [75][2040/2147] lr: 1.615e-01, eta: 7 days, 11:07:07, time: 1.444, data_time: 0.007, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5790, loss_cls: 3.0936, loss: 3.0936, grad_norm: 1.8454 2021-01-21 20:35:59,257 - mmaction - INFO - Epoch [75][2060/2147] lr: 1.615e-01, eta: 7 days, 11:06:23, time: 1.432, data_time: 0.001, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5871, loss_cls: 3.0870, loss: 3.0870, grad_norm: 1.7487 2021-01-21 20:36:34,597 - mmaction - INFO - Epoch [75][2080/2147] lr: 1.615e-01, eta: 7 days, 11:05:52, time: 1.713, data_time: 0.005, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5732, loss_cls: 3.0745, loss: 3.0745, grad_norm: 1.7254 2021-01-21 20:37:06,115 - mmaction - INFO - Epoch [75][2100/2147] lr: 1.615e-01, eta: 7 days, 11:05:17, time: 1.620, data_time: 0.082, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5911, loss_cls: 3.0099, loss: 3.0099, grad_norm: 1.7965 2021-01-21 20:37:40,161 - mmaction - INFO - Epoch [75][2120/2147] lr: 1.615e-01, eta: 7 days, 11:04:46, time: 1.700, data_time: 0.015, memory: 16628, top1_acc: 0.2982, top5_acc: 0.5558, loss_cls: 3.1845, loss: 3.1845, grad_norm: 1.7331 2021-01-21 20:38:08,955 - mmaction - INFO - Epoch [75][2140/2147] lr: 1.615e-01, eta: 7 days, 11:04:03, time: 1.443, data_time: 0.016, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5656, loss_cls: 3.1473, loss: 3.1473, grad_norm: 1.8073 2021-01-21 20:59:26,827 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-21 20:59:27,744 - mmaction - INFO - top1_acc 0.3750 top5_acc 0.6465 2021-01-21 20:59:27,745 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-21 20:59:27,808 - mmaction - INFO - mean_acc 0.3748 2021-01-21 20:59:27,820 - mmaction - INFO - Epoch(val) [75][2147] top1_acc: 0.3750, top5_acc: 0.6465, mean_class_accuracy: 0.3748 2021-01-21 21:04:49,437 - mmaction - INFO - Epoch [76][20/2147] lr: 1.606e-01, eta: 7 days, 11:14:25, time: 16.072, data_time: 14.343, memory: 16628, top1_acc: 0.3438, top5_acc: 0.6036, loss_cls: 2.9732, loss: 2.9732, grad_norm: 1.7189 2021-01-21 21:05:17,915 - mmaction - INFO - Epoch [76][40/2147] lr: 1.606e-01, eta: 7 days, 11:13:41, time: 1.428, data_time: 0.009, memory: 16628, top1_acc: 0.3295, top5_acc: 0.5839, loss_cls: 3.0358, loss: 3.0358, grad_norm: 1.7547 2021-01-21 21:05:48,523 - mmaction - INFO - Epoch [76][60/2147] lr: 1.606e-01, eta: 7 days, 11:13:01, time: 1.527, data_time: 0.006, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5844, loss_cls: 3.0832, loss: 3.0832, grad_norm: 1.7438 2021-01-21 21:06:20,007 - mmaction - INFO - Epoch [76][80/2147] lr: 1.606e-01, eta: 7 days, 11:12:24, time: 1.578, data_time: 0.009, memory: 16628, top1_acc: 0.3629, top5_acc: 0.6036, loss_cls: 2.9443, loss: 2.9443, grad_norm: 1.7645 2021-01-21 21:06:56,905 - mmaction - INFO - Epoch [76][100/2147] lr: 1.606e-01, eta: 7 days, 11:12:00, time: 1.845, data_time: 0.004, memory: 16628, top1_acc: 0.3482, top5_acc: 0.5817, loss_cls: 3.0389, loss: 3.0389, grad_norm: 1.7399 2021-01-21 21:07:26,530 - mmaction - INFO - Epoch [76][120/2147] lr: 1.606e-01, eta: 7 days, 11:11:18, time: 1.479, data_time: 0.006, memory: 16628, top1_acc: 0.3384, top5_acc: 0.5871, loss_cls: 3.0628, loss: 3.0628, grad_norm: 1.7776 2021-01-21 21:07:56,503 - mmaction - INFO - Epoch [76][140/2147] lr: 1.606e-01, eta: 7 days, 11:10:37, time: 1.498, data_time: 0.009, memory: 16628, top1_acc: 0.3536, top5_acc: 0.6013, loss_cls: 2.9789, loss: 2.9789, grad_norm: 1.7621 2021-01-21 21:08:25,527 - mmaction - INFO - Epoch [76][160/2147] lr: 1.606e-01, eta: 7 days, 11:09:54, time: 1.453, data_time: 0.006, memory: 16628, top1_acc: 0.3415, top5_acc: 0.5906, loss_cls: 3.0000, loss: 3.0000, grad_norm: 1.7501 2021-01-21 21:08:59,417 - mmaction - INFO - Epoch [76][180/2147] lr: 1.606e-01, eta: 7 days, 11:09:22, time: 1.694, data_time: 0.011, memory: 16628, top1_acc: 0.3379, top5_acc: 0.6018, loss_cls: 3.0063, loss: 3.0063, grad_norm: 1.7844 2021-01-21 21:09:32,833 - mmaction - INFO - Epoch [76][200/2147] lr: 1.606e-01, eta: 7 days, 11:08:49, time: 1.671, data_time: 0.004, memory: 16628, top1_acc: 0.3513, top5_acc: 0.5969, loss_cls: 3.0163, loss: 3.0163, grad_norm: 1.7460 2021-01-21 21:10:01,736 - mmaction - INFO - Epoch [76][220/2147] lr: 1.606e-01, eta: 7 days, 11:08:06, time: 1.445, data_time: 0.003, memory: 16628, top1_acc: 0.3415, top5_acc: 0.6013, loss_cls: 3.0151, loss: 3.0151, grad_norm: 1.7409 2021-01-21 21:10:32,055 - mmaction - INFO - Epoch [76][240/2147] lr: 1.606e-01, eta: 7 days, 11:07:26, time: 1.514, data_time: 0.003, memory: 16628, top1_acc: 0.3406, top5_acc: 0.5853, loss_cls: 3.0464, loss: 3.0464, grad_norm: 1.7493 2021-01-21 21:11:00,815 - mmaction - INFO - Epoch [76][260/2147] lr: 1.606e-01, eta: 7 days, 11:06:42, time: 1.437, data_time: 0.007, memory: 16628, top1_acc: 0.3415, top5_acc: 0.5987, loss_cls: 2.9744, loss: 2.9744, grad_norm: 1.7113 2021-01-21 21:11:31,517 - mmaction - INFO - Epoch [76][280/2147] lr: 1.606e-01, eta: 7 days, 11:06:02, time: 1.539, data_time: 0.007, memory: 16628, top1_acc: 0.3504, top5_acc: 0.5942, loss_cls: 2.9942, loss: 2.9942, grad_norm: 1.7425 2021-01-21 21:12:07,750 - mmaction - INFO - Epoch [76][300/2147] lr: 1.606e-01, eta: 7 days, 11:05:36, time: 1.804, data_time: 0.003, memory: 16628, top1_acc: 0.3558, top5_acc: 0.6085, loss_cls: 2.9350, loss: 2.9350, grad_norm: 1.7364 2021-01-21 21:12:42,875 - mmaction - INFO - Epoch [76][320/2147] lr: 1.606e-01, eta: 7 days, 11:05:08, time: 1.760, data_time: 0.013, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5884, loss_cls: 3.0684, loss: 3.0684, grad_norm: 1.8337 2021-01-21 21:13:14,024 - mmaction - INFO - Epoch [76][340/2147] lr: 1.606e-01, eta: 7 days, 11:04:30, time: 1.560, data_time: 0.011, memory: 16628, top1_acc: 0.3375, top5_acc: 0.5946, loss_cls: 3.0480, loss: 3.0480, grad_norm: 1.7278 2021-01-21 21:13:45,815 - mmaction - INFO - Epoch [76][360/2147] lr: 1.606e-01, eta: 7 days, 11:03:53, time: 1.585, data_time: 0.003, memory: 16628, top1_acc: 0.3379, top5_acc: 0.5821, loss_cls: 3.0974, loss: 3.0974, grad_norm: 1.7800 2021-01-21 21:14:14,558 - mmaction - INFO - Epoch [76][380/2147] lr: 1.606e-01, eta: 7 days, 11:03:09, time: 1.442, data_time: 0.010, memory: 16628, top1_acc: 0.3460, top5_acc: 0.5929, loss_cls: 3.0188, loss: 3.0188, grad_norm: 1.7681 2021-01-21 21:14:49,950 - mmaction - INFO - Epoch [76][400/2147] lr: 1.606e-01, eta: 7 days, 11:02:41, time: 1.766, data_time: 0.006, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5902, loss_cls: 3.0447, loss: 3.0447, grad_norm: 1.7544 2021-01-21 21:15:22,113 - mmaction - INFO - Epoch [76][420/2147] lr: 1.606e-01, eta: 7 days, 11:02:05, time: 1.597, data_time: 0.007, memory: 16628, top1_acc: 0.3478, top5_acc: 0.5933, loss_cls: 3.0024, loss: 3.0024, grad_norm: 1.8168 2021-01-21 21:15:52,799 - mmaction - INFO - Epoch [76][440/2147] lr: 1.606e-01, eta: 7 days, 11:01:26, time: 1.535, data_time: 0.018, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5866, loss_cls: 3.0495, loss: 3.0495, grad_norm: 1.7997 2021-01-21 21:16:21,238 - mmaction - INFO - Epoch [76][460/2147] lr: 1.606e-01, eta: 7 days, 11:00:42, time: 1.435, data_time: 0.016, memory: 16628, top1_acc: 0.3402, top5_acc: 0.5951, loss_cls: 2.9893, loss: 2.9893, grad_norm: 1.7997 2021-01-21 21:16:50,393 - mmaction - INFO - Epoch [76][480/2147] lr: 1.606e-01, eta: 7 days, 10:59:59, time: 1.454, data_time: 0.003, memory: 16628, top1_acc: 0.3344, top5_acc: 0.5991, loss_cls: 2.9897, loss: 2.9897, grad_norm: 1.8134 2021-01-21 21:17:19,139 - mmaction - INFO - Epoch [76][500/2147] lr: 1.606e-01, eta: 7 days, 10:59:15, time: 1.441, data_time: 0.008, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5750, loss_cls: 3.1425, loss: 3.1425, grad_norm: 1.8118 2021-01-21 21:17:48,115 - mmaction - INFO - Epoch [76][520/2147] lr: 1.606e-01, eta: 7 days, 10:58:31, time: 1.449, data_time: 0.003, memory: 16628, top1_acc: 0.3344, top5_acc: 0.5920, loss_cls: 3.0147, loss: 3.0147, grad_norm: 1.7593 2021-01-21 21:18:19,532 - mmaction - INFO - Epoch [76][540/2147] lr: 1.606e-01, eta: 7 days, 10:57:54, time: 1.568, data_time: 0.005, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5692, loss_cls: 3.1032, loss: 3.1032, grad_norm: 1.7785 2021-01-21 21:18:50,581 - mmaction - INFO - Epoch [76][560/2147] lr: 1.606e-01, eta: 7 days, 10:57:15, time: 1.554, data_time: 0.005, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5732, loss_cls: 3.1082, loss: 3.1082, grad_norm: 1.7725 2021-01-21 21:19:22,113 - mmaction - INFO - Epoch [76][580/2147] lr: 1.606e-01, eta: 7 days, 10:56:38, time: 1.575, data_time: 0.006, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5799, loss_cls: 3.1170, loss: 3.1170, grad_norm: 1.7781 2021-01-21 21:19:53,866 - mmaction - INFO - Epoch [76][600/2147] lr: 1.606e-01, eta: 7 days, 10:56:02, time: 1.588, data_time: 0.006, memory: 16628, top1_acc: 0.3469, top5_acc: 0.5960, loss_cls: 3.0383, loss: 3.0383, grad_norm: 1.7702 2021-01-21 21:20:27,023 - mmaction - INFO - Epoch [76][620/2147] lr: 1.606e-01, eta: 7 days, 10:55:28, time: 1.655, data_time: 0.009, memory: 16628, top1_acc: 0.3433, top5_acc: 0.6089, loss_cls: 2.9849, loss: 2.9849, grad_norm: 1.7407 2021-01-21 21:20:58,872 - mmaction - INFO - Epoch [76][640/2147] lr: 1.606e-01, eta: 7 days, 10:54:52, time: 1.594, data_time: 0.013, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5826, loss_cls: 3.0691, loss: 3.0691, grad_norm: 1.7763 2021-01-21 21:21:27,450 - mmaction - INFO - Epoch [76][660/2147] lr: 1.606e-01, eta: 7 days, 10:54:07, time: 1.431, data_time: 0.008, memory: 16628, top1_acc: 0.3540, top5_acc: 0.5946, loss_cls: 2.9562, loss: 2.9562, grad_norm: 1.7661 2021-01-21 21:22:07,083 - mmaction - INFO - Epoch [76][680/2147] lr: 1.606e-01, eta: 7 days, 10:53:50, time: 1.978, data_time: 0.005, memory: 16628, top1_acc: 0.3415, top5_acc: 0.5942, loss_cls: 3.0253, loss: 3.0253, grad_norm: 1.8467 2021-01-21 21:22:35,930 - mmaction - INFO - Epoch [76][700/2147] lr: 1.606e-01, eta: 7 days, 10:53:06, time: 1.446, data_time: 0.016, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5911, loss_cls: 3.0779, loss: 3.0779, grad_norm: 1.7600 2021-01-21 21:23:06,930 - mmaction - INFO - Epoch [76][720/2147] lr: 1.606e-01, eta: 7 days, 10:52:28, time: 1.550, data_time: 0.005, memory: 16628, top1_acc: 0.3366, top5_acc: 0.5853, loss_cls: 3.0497, loss: 3.0497, grad_norm: 1.7714 2021-01-21 21:23:36,684 - mmaction - INFO - Epoch [76][740/2147] lr: 1.606e-01, eta: 7 days, 10:51:46, time: 1.489, data_time: 0.006, memory: 16628, top1_acc: 0.3411, top5_acc: 0.5821, loss_cls: 3.0807, loss: 3.0807, grad_norm: 1.8024 2021-01-21 21:24:05,395 - mmaction - INFO - Epoch [76][760/2147] lr: 1.606e-01, eta: 7 days, 10:51:02, time: 1.434, data_time: 0.005, memory: 16628, top1_acc: 0.3429, top5_acc: 0.5964, loss_cls: 3.0369, loss: 3.0369, grad_norm: 1.7542 2021-01-21 21:24:38,518 - mmaction - INFO - Epoch [76][780/2147] lr: 1.606e-01, eta: 7 days, 10:50:28, time: 1.646, data_time: 0.010, memory: 16628, top1_acc: 0.3304, top5_acc: 0.6049, loss_cls: 2.9800, loss: 2.9800, grad_norm: 1.8276 2021-01-21 21:25:10,325 - mmaction - INFO - Epoch [76][800/2147] lr: 1.606e-01, eta: 7 days, 10:49:52, time: 1.594, data_time: 0.023, memory: 16628, top1_acc: 0.3098, top5_acc: 0.5513, loss_cls: 3.1814, loss: 3.1814, grad_norm: 1.7586 2021-01-21 21:25:40,121 - mmaction - INFO - Epoch [76][820/2147] lr: 1.606e-01, eta: 7 days, 10:49:11, time: 1.498, data_time: 0.013, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5951, loss_cls: 3.0424, loss: 3.0424, grad_norm: 1.7548 2021-01-21 21:26:12,625 - mmaction - INFO - Epoch [76][840/2147] lr: 1.606e-01, eta: 7 days, 10:48:36, time: 1.618, data_time: 0.004, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5768, loss_cls: 3.0752, loss: 3.0752, grad_norm: 1.7772 2021-01-21 21:26:45,428 - mmaction - INFO - Epoch [76][860/2147] lr: 1.606e-01, eta: 7 days, 10:47:59, time: 1.596, data_time: 0.011, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5857, loss_cls: 3.0475, loss: 3.0475, grad_norm: 1.7485 2021-01-21 21:27:46,115 - mmaction - INFO - Epoch [76][880/2147] lr: 1.606e-01, eta: 7 days, 10:48:34, time: 3.073, data_time: 0.100, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5723, loss_cls: 3.0980, loss: 3.0980, grad_norm: 1.7660 2021-01-21 21:28:20,630 - mmaction - INFO - Epoch [76][900/2147] lr: 1.606e-01, eta: 7 days, 10:48:03, time: 1.714, data_time: 0.020, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5911, loss_cls: 3.0318, loss: 3.0318, grad_norm: 1.7255 2021-01-21 21:28:54,428 - mmaction - INFO - Epoch [76][920/2147] lr: 1.606e-01, eta: 7 days, 10:47:33, time: 1.713, data_time: 0.035, memory: 16628, top1_acc: 0.3429, top5_acc: 0.5951, loss_cls: 3.0013, loss: 3.0013, grad_norm: 1.7814 2021-01-21 21:29:24,866 - mmaction - INFO - Epoch [76][940/2147] lr: 1.606e-01, eta: 7 days, 10:46:53, time: 1.521, data_time: 0.006, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5808, loss_cls: 3.0992, loss: 3.0992, grad_norm: 1.7761 2021-01-21 21:29:54,492 - mmaction - INFO - Epoch [76][960/2147] lr: 1.606e-01, eta: 7 days, 10:46:11, time: 1.479, data_time: 0.005, memory: 16628, top1_acc: 0.3446, top5_acc: 0.6067, loss_cls: 2.9740, loss: 2.9740, grad_norm: 1.7758 2021-01-21 21:30:23,330 - mmaction - INFO - Epoch [76][980/2147] lr: 1.606e-01, eta: 7 days, 10:45:27, time: 1.448, data_time: 0.009, memory: 16628, top1_acc: 0.3540, top5_acc: 0.5893, loss_cls: 3.0036, loss: 3.0036, grad_norm: 1.7805 2021-01-21 21:30:52,583 - mmaction - INFO - Epoch [76][1000/2147] lr: 1.606e-01, eta: 7 days, 10:44:45, time: 1.460, data_time: 0.002, memory: 16628, top1_acc: 0.3415, top5_acc: 0.5844, loss_cls: 3.0662, loss: 3.0662, grad_norm: 1.7311 2021-01-21 21:31:23,848 - mmaction - INFO - Epoch [76][1020/2147] lr: 1.606e-01, eta: 7 days, 10:44:07, time: 1.559, data_time: 0.005, memory: 16628, top1_acc: 0.3295, top5_acc: 0.5790, loss_cls: 3.0968, loss: 3.0968, grad_norm: 1.7365 2021-01-21 21:32:12,442 - mmaction - INFO - Epoch [76][1040/2147] lr: 1.606e-01, eta: 7 days, 10:44:10, time: 2.429, data_time: 0.009, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5821, loss_cls: 3.0614, loss: 3.0614, grad_norm: 1.7514 2021-01-21 21:32:44,021 - mmaction - INFO - Epoch [76][1060/2147] lr: 1.606e-01, eta: 7 days, 10:43:33, time: 1.583, data_time: 0.012, memory: 16628, top1_acc: 0.3388, top5_acc: 0.5902, loss_cls: 3.0243, loss: 3.0243, grad_norm: 1.7494 2021-01-21 21:33:14,190 - mmaction - INFO - Epoch [76][1080/2147] lr: 1.606e-01, eta: 7 days, 10:42:53, time: 1.507, data_time: 0.009, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5879, loss_cls: 3.0615, loss: 3.0615, grad_norm: 1.7988 2021-01-21 21:33:46,547 - mmaction - INFO - Epoch [76][1100/2147] lr: 1.606e-01, eta: 7 days, 10:42:17, time: 1.615, data_time: 0.010, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5701, loss_cls: 3.1376, loss: 3.1376, grad_norm: 1.7494 2021-01-21 21:34:18,501 - mmaction - INFO - Epoch [76][1120/2147] lr: 1.606e-01, eta: 7 days, 10:41:42, time: 1.604, data_time: 0.009, memory: 16628, top1_acc: 0.3344, top5_acc: 0.5875, loss_cls: 3.0499, loss: 3.0499, grad_norm: 1.7035 2021-01-21 21:34:49,732 - mmaction - INFO - Epoch [76][1140/2147] lr: 1.606e-01, eta: 7 days, 10:41:03, time: 1.558, data_time: 0.005, memory: 16628, top1_acc: 0.3321, top5_acc: 0.6054, loss_cls: 2.9912, loss: 2.9912, grad_norm: 1.7676 2021-01-21 21:35:18,399 - mmaction - INFO - Epoch [76][1160/2147] lr: 1.606e-01, eta: 7 days, 10:40:20, time: 1.437, data_time: 0.006, memory: 16628, top1_acc: 0.3375, top5_acc: 0.5982, loss_cls: 3.0274, loss: 3.0274, grad_norm: 1.7662 2021-01-21 21:35:50,346 - mmaction - INFO - Epoch [76][1180/2147] lr: 1.606e-01, eta: 7 days, 10:39:43, time: 1.594, data_time: 0.003, memory: 16628, top1_acc: 0.3473, top5_acc: 0.5920, loss_cls: 3.0175, loss: 3.0175, grad_norm: 1.7772 2021-01-21 21:36:22,566 - mmaction - INFO - Epoch [76][1200/2147] lr: 1.606e-01, eta: 7 days, 10:39:08, time: 1.610, data_time: 0.007, memory: 16628, top1_acc: 0.3371, top5_acc: 0.5893, loss_cls: 3.0234, loss: 3.0234, grad_norm: 1.7849 2021-01-21 21:36:51,728 - mmaction - INFO - Epoch [76][1220/2147] lr: 1.606e-01, eta: 7 days, 10:38:25, time: 1.459, data_time: 0.015, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5687, loss_cls: 3.1184, loss: 3.1184, grad_norm: 1.7833 2021-01-21 21:37:20,479 - mmaction - INFO - Epoch [76][1240/2147] lr: 1.606e-01, eta: 7 days, 10:37:41, time: 1.439, data_time: 0.009, memory: 16628, top1_acc: 0.3299, top5_acc: 0.5937, loss_cls: 3.0536, loss: 3.0536, grad_norm: 1.7574 2021-01-21 21:37:49,211 - mmaction - INFO - Epoch [76][1260/2147] lr: 1.606e-01, eta: 7 days, 10:36:57, time: 1.428, data_time: 0.004, memory: 16628, top1_acc: 0.3308, top5_acc: 0.5924, loss_cls: 3.0676, loss: 3.0676, grad_norm: 1.8133 2021-01-21 21:38:17,999 - mmaction - INFO - Epoch [76][1280/2147] lr: 1.606e-01, eta: 7 days, 10:36:13, time: 1.449, data_time: 0.024, memory: 16628, top1_acc: 0.3402, top5_acc: 0.5772, loss_cls: 3.0371, loss: 3.0371, grad_norm: 1.7637 2021-01-21 21:38:46,819 - mmaction - INFO - Epoch [76][1300/2147] lr: 1.606e-01, eta: 7 days, 10:35:30, time: 1.442, data_time: 0.006, memory: 16628, top1_acc: 0.3335, top5_acc: 0.6018, loss_cls: 3.0201, loss: 3.0201, grad_norm: 1.7676 2021-01-21 21:39:15,232 - mmaction - INFO - Epoch [76][1320/2147] lr: 1.606e-01, eta: 7 days, 10:34:45, time: 1.421, data_time: 0.002, memory: 16628, top1_acc: 0.3402, top5_acc: 0.5853, loss_cls: 3.0445, loss: 3.0445, grad_norm: 1.7999 2021-01-21 21:39:51,027 - mmaction - INFO - Epoch [76][1340/2147] lr: 1.606e-01, eta: 7 days, 10:34:18, time: 1.787, data_time: 0.005, memory: 16628, top1_acc: 0.3299, top5_acc: 0.5656, loss_cls: 3.1168, loss: 3.1168, grad_norm: 1.7711 2021-01-21 21:40:21,947 - mmaction - INFO - Epoch [76][1360/2147] lr: 1.606e-01, eta: 7 days, 10:33:39, time: 1.545, data_time: 0.005, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5844, loss_cls: 3.0472, loss: 3.0472, grad_norm: 1.7579 2021-01-21 21:40:51,723 - mmaction - INFO - Epoch [76][1380/2147] lr: 1.606e-01, eta: 7 days, 10:32:58, time: 1.491, data_time: 0.007, memory: 16628, top1_acc: 0.3321, top5_acc: 0.5857, loss_cls: 3.0680, loss: 3.0680, grad_norm: 1.7550 2021-01-21 21:41:21,286 - mmaction - INFO - Epoch [76][1400/2147] lr: 1.606e-01, eta: 7 days, 10:32:16, time: 1.477, data_time: 0.009, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5728, loss_cls: 3.1194, loss: 3.1194, grad_norm: 1.7206 2021-01-21 21:41:58,538 - mmaction - INFO - Epoch [76][1420/2147] lr: 1.606e-01, eta: 7 days, 10:31:52, time: 1.855, data_time: 0.008, memory: 16628, top1_acc: 0.3330, top5_acc: 0.5830, loss_cls: 3.0815, loss: 3.0815, grad_norm: 1.7888 2021-01-21 21:42:27,684 - mmaction - INFO - Epoch [76][1440/2147] lr: 1.606e-01, eta: 7 days, 10:31:10, time: 1.466, data_time: 0.012, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5786, loss_cls: 3.0703, loss: 3.0703, grad_norm: 1.7719 2021-01-21 21:42:56,532 - mmaction - INFO - Epoch [76][1460/2147] lr: 1.606e-01, eta: 7 days, 10:30:26, time: 1.444, data_time: 0.008, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5732, loss_cls: 3.0862, loss: 3.0862, grad_norm: 1.7529 2021-01-21 21:43:25,895 - mmaction - INFO - Epoch [76][1480/2147] lr: 1.606e-01, eta: 7 days, 10:29:44, time: 1.466, data_time: 0.003, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5799, loss_cls: 3.0839, loss: 3.0839, grad_norm: 1.7623 2021-01-21 21:43:55,603 - mmaction - INFO - Epoch [76][1500/2147] lr: 1.606e-01, eta: 7 days, 10:29:03, time: 1.487, data_time: 0.005, memory: 16628, top1_acc: 0.3384, top5_acc: 0.5750, loss_cls: 2.9951, loss: 2.9951, grad_norm: 1.7371 2021-01-21 21:44:29,648 - mmaction - INFO - Epoch [76][1520/2147] lr: 1.606e-01, eta: 7 days, 10:28:31, time: 1.699, data_time: 0.003, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5625, loss_cls: 3.1821, loss: 3.1821, grad_norm: 1.7945 2021-01-21 21:44:58,189 - mmaction - INFO - Epoch [76][1540/2147] lr: 1.606e-01, eta: 7 days, 10:27:47, time: 1.429, data_time: 0.007, memory: 16628, top1_acc: 0.3366, top5_acc: 0.5902, loss_cls: 3.0558, loss: 3.0558, grad_norm: 1.7825 2021-01-21 21:45:34,195 - mmaction - INFO - Epoch [76][1560/2147] lr: 1.606e-01, eta: 7 days, 10:27:20, time: 1.798, data_time: 0.004, memory: 16628, top1_acc: 0.3344, top5_acc: 0.5866, loss_cls: 3.0286, loss: 3.0286, grad_norm: 1.7679 2021-01-21 21:46:02,980 - mmaction - INFO - Epoch [76][1580/2147] lr: 1.606e-01, eta: 7 days, 10:26:37, time: 1.437, data_time: 0.007, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5652, loss_cls: 3.0996, loss: 3.0996, grad_norm: 1.7369 2021-01-21 21:46:34,834 - mmaction - INFO - Epoch [76][1600/2147] lr: 1.606e-01, eta: 7 days, 10:25:59, time: 1.568, data_time: 0.008, memory: 16628, top1_acc: 0.3491, top5_acc: 0.5982, loss_cls: 3.0027, loss: 3.0027, grad_norm: 1.7661 2021-01-21 21:47:15,375 - mmaction - INFO - Epoch [76][1620/2147] lr: 1.606e-01, eta: 7 days, 10:25:44, time: 2.047, data_time: 0.036, memory: 16628, top1_acc: 0.3366, top5_acc: 0.5915, loss_cls: 2.9970, loss: 2.9970, grad_norm: 1.7509 2021-01-21 21:47:44,093 - mmaction - INFO - Epoch [76][1640/2147] lr: 1.606e-01, eta: 7 days, 10:25:01, time: 1.445, data_time: 0.012, memory: 16628, top1_acc: 0.3473, top5_acc: 0.6031, loss_cls: 3.0088, loss: 3.0088, grad_norm: 1.7767 2021-01-21 21:48:15,166 - mmaction - INFO - Epoch [76][1660/2147] lr: 1.606e-01, eta: 7 days, 10:24:23, time: 1.552, data_time: 0.003, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5835, loss_cls: 3.0617, loss: 3.0617, grad_norm: 1.7660 2021-01-21 21:48:46,564 - mmaction - INFO - Epoch [76][1680/2147] lr: 1.606e-01, eta: 7 days, 10:23:45, time: 1.569, data_time: 0.006, memory: 16628, top1_acc: 0.3509, top5_acc: 0.5812, loss_cls: 3.0497, loss: 3.0497, grad_norm: 1.7939 2021-01-21 21:49:21,226 - mmaction - INFO - Epoch [76][1700/2147] lr: 1.606e-01, eta: 7 days, 10:23:15, time: 1.727, data_time: 0.007, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5719, loss_cls: 3.1295, loss: 3.1295, grad_norm: 1.7912 2021-01-21 21:49:53,539 - mmaction - INFO - Epoch [76][1720/2147] lr: 1.606e-01, eta: 7 days, 10:22:40, time: 1.623, data_time: 0.012, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5728, loss_cls: 3.1241, loss: 3.1241, grad_norm: 1.7955 2021-01-21 21:50:22,547 - mmaction - INFO - Epoch [76][1740/2147] lr: 1.606e-01, eta: 7 days, 10:21:57, time: 1.451, data_time: 0.005, memory: 16628, top1_acc: 0.3308, top5_acc: 0.5871, loss_cls: 3.0791, loss: 3.0791, grad_norm: 1.7557 2021-01-21 21:50:51,110 - mmaction - INFO - Epoch [76][1760/2147] lr: 1.606e-01, eta: 7 days, 10:21:13, time: 1.428, data_time: 0.007, memory: 16628, top1_acc: 0.3433, top5_acc: 0.5786, loss_cls: 3.0742, loss: 3.0742, grad_norm: 1.7861 2021-01-21 21:51:30,639 - mmaction - INFO - Epoch [76][1780/2147] lr: 1.606e-01, eta: 7 days, 10:20:54, time: 1.965, data_time: 0.004, memory: 16628, top1_acc: 0.3460, top5_acc: 0.5978, loss_cls: 3.0113, loss: 3.0113, grad_norm: 1.8069 2021-01-21 21:52:14,924 - mmaction - INFO - Epoch [76][1800/2147] lr: 1.606e-01, eta: 7 days, 10:20:47, time: 2.213, data_time: 0.035, memory: 16628, top1_acc: 0.3469, top5_acc: 0.6036, loss_cls: 2.9763, loss: 2.9763, grad_norm: 1.7119 2021-01-21 21:52:46,687 - mmaction - INFO - Epoch [76][1820/2147] lr: 1.606e-01, eta: 7 days, 10:20:11, time: 1.596, data_time: 0.020, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5857, loss_cls: 3.0645, loss: 3.0645, grad_norm: 1.7464 2021-01-21 21:53:15,157 - mmaction - INFO - Epoch [76][1840/2147] lr: 1.606e-01, eta: 7 days, 10:19:27, time: 1.428, data_time: 0.007, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5812, loss_cls: 3.0945, loss: 3.0945, grad_norm: 1.7338 2021-01-21 21:53:43,755 - mmaction - INFO - Epoch [76][1860/2147] lr: 1.606e-01, eta: 7 days, 10:18:43, time: 1.429, data_time: 0.006, memory: 16628, top1_acc: 0.3344, top5_acc: 0.5750, loss_cls: 3.0698, loss: 3.0698, grad_norm: 1.7446 2021-01-21 21:54:19,232 - mmaction - INFO - Epoch [76][1880/2147] lr: 1.606e-01, eta: 7 days, 10:18:15, time: 1.768, data_time: 0.005, memory: 16628, top1_acc: 0.3344, top5_acc: 0.5808, loss_cls: 3.0802, loss: 3.0802, grad_norm: 1.7185 2021-01-21 21:54:56,872 - mmaction - INFO - Epoch [76][1900/2147] lr: 1.606e-01, eta: 7 days, 10:17:52, time: 1.882, data_time: 0.009, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5871, loss_cls: 3.0455, loss: 3.0455, grad_norm: 1.7678 2021-01-21 21:55:31,374 - mmaction - INFO - Epoch [76][1920/2147] lr: 1.606e-01, eta: 7 days, 10:17:22, time: 1.723, data_time: 0.009, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5728, loss_cls: 3.0902, loss: 3.0902, grad_norm: 1.7636 2021-01-21 21:56:03,562 - mmaction - INFO - Epoch [76][1940/2147] lr: 1.606e-01, eta: 7 days, 10:16:46, time: 1.605, data_time: 0.013, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5848, loss_cls: 3.0742, loss: 3.0742, grad_norm: 1.7573 2021-01-21 21:56:36,706 - mmaction - INFO - Epoch [76][1960/2147] lr: 1.606e-01, eta: 7 days, 10:16:13, time: 1.664, data_time: 0.019, memory: 16628, top1_acc: 0.3371, top5_acc: 0.5884, loss_cls: 3.0390, loss: 3.0390, grad_norm: 1.7269 2021-01-21 21:57:10,101 - mmaction - INFO - Epoch [76][1980/2147] lr: 1.606e-01, eta: 7 days, 10:15:40, time: 1.661, data_time: 0.008, memory: 16628, top1_acc: 0.3308, top5_acc: 0.5746, loss_cls: 3.1290, loss: 3.1290, grad_norm: 1.7300 2021-01-21 21:57:39,544 - mmaction - INFO - Epoch [76][2000/2147] lr: 1.606e-01, eta: 7 days, 10:14:58, time: 1.488, data_time: 0.018, memory: 16628, top1_acc: 0.3397, top5_acc: 0.5897, loss_cls: 3.0223, loss: 3.0223, grad_norm: 1.7860 2021-01-21 21:58:11,742 - mmaction - INFO - Epoch [76][2020/2147] lr: 1.606e-01, eta: 7 days, 10:14:23, time: 1.602, data_time: 0.004, memory: 16628, top1_acc: 0.3433, top5_acc: 0.5875, loss_cls: 3.0172, loss: 3.0172, grad_norm: 1.7562 2021-01-21 21:58:42,404 - mmaction - INFO - Epoch [76][2040/2147] lr: 1.606e-01, eta: 7 days, 10:13:43, time: 1.536, data_time: 0.010, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5808, loss_cls: 3.0512, loss: 3.0512, grad_norm: 1.7567 2021-01-21 21:59:18,580 - mmaction - INFO - Epoch [76][2060/2147] lr: 1.606e-01, eta: 7 days, 10:13:17, time: 1.809, data_time: 0.007, memory: 16628, top1_acc: 0.3366, top5_acc: 0.5982, loss_cls: 2.9876, loss: 2.9876, grad_norm: 1.7747 2021-01-21 21:59:48,878 - mmaction - INFO - Epoch [76][2080/2147] lr: 1.606e-01, eta: 7 days, 10:12:37, time: 1.508, data_time: 0.007, memory: 16628, top1_acc: 0.3299, top5_acc: 0.5826, loss_cls: 3.1150, loss: 3.1150, grad_norm: 1.7748 2021-01-21 22:00:23,480 - mmaction - INFO - Epoch [76][2100/2147] lr: 1.606e-01, eta: 7 days, 10:12:07, time: 1.732, data_time: 0.021, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5772, loss_cls: 3.1115, loss: 3.1115, grad_norm: 1.7746 2021-01-21 22:00:54,274 - mmaction - INFO - Epoch [76][2120/2147] lr: 1.606e-01, eta: 7 days, 10:11:28, time: 1.544, data_time: 0.014, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5987, loss_cls: 3.0156, loss: 3.0156, grad_norm: 1.7359 2021-01-21 22:01:30,013 - mmaction - INFO - Epoch [76][2140/2147] lr: 1.606e-01, eta: 7 days, 10:11:01, time: 1.778, data_time: 0.007, memory: 16628, top1_acc: 0.3598, top5_acc: 0.5960, loss_cls: 2.9814, loss: 2.9814, grad_norm: 1.7456 2021-01-21 22:02:00,947 - mmaction - INFO - Saving checkpoint at 76 epochs 2021-01-21 22:07:40,429 - mmaction - INFO - Epoch [77][20/2147] lr: 1.596e-01, eta: 7 days, 10:21:48, time: 16.851, data_time: 15.275, memory: 16628, top1_acc: 0.3397, top5_acc: 0.5871, loss_cls: 3.0328, loss: 3.0328, grad_norm: 1.8075 2021-01-21 22:08:14,884 - mmaction - INFO - Epoch [77][40/2147] lr: 1.596e-01, eta: 7 days, 10:21:18, time: 1.725, data_time: 0.008, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5844, loss_cls: 3.0502, loss: 3.0502, grad_norm: 1.7462 2021-01-21 22:08:43,403 - mmaction - INFO - Epoch [77][60/2147] lr: 1.596e-01, eta: 7 days, 10:20:33, time: 1.426, data_time: 0.003, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5937, loss_cls: 3.0147, loss: 3.0147, grad_norm: 1.7321 2021-01-21 22:09:11,830 - mmaction - INFO - Epoch [77][80/2147] lr: 1.596e-01, eta: 7 days, 10:19:49, time: 1.421, data_time: 0.003, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5911, loss_cls: 3.0162, loss: 3.0162, grad_norm: 1.7992 2021-01-21 22:09:40,661 - mmaction - INFO - Epoch [77][100/2147] lr: 1.596e-01, eta: 7 days, 10:19:05, time: 1.440, data_time: 0.002, memory: 16628, top1_acc: 0.3290, top5_acc: 0.6036, loss_cls: 3.0118, loss: 3.0118, grad_norm: 1.7886 2021-01-21 22:10:09,947 - mmaction - INFO - Epoch [77][120/2147] lr: 1.596e-01, eta: 7 days, 10:18:23, time: 1.465, data_time: 0.008, memory: 16628, top1_acc: 0.3522, top5_acc: 0.5996, loss_cls: 2.9883, loss: 2.9883, grad_norm: 1.7925 2021-01-21 22:10:41,023 - mmaction - INFO - Epoch [77][140/2147] lr: 1.596e-01, eta: 7 days, 10:17:44, time: 1.550, data_time: 0.003, memory: 16628, top1_acc: 0.3156, top5_acc: 0.5629, loss_cls: 3.1542, loss: 3.1542, grad_norm: 1.7934 2021-01-21 22:11:09,445 - mmaction - INFO - Epoch [77][160/2147] lr: 1.596e-01, eta: 7 days, 10:17:00, time: 1.426, data_time: 0.010, memory: 16628, top1_acc: 0.3375, top5_acc: 0.5768, loss_cls: 3.0680, loss: 3.0680, grad_norm: 1.7602 2021-01-21 22:11:41,969 - mmaction - INFO - Epoch [77][180/2147] lr: 1.596e-01, eta: 7 days, 10:16:21, time: 1.549, data_time: 0.002, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5728, loss_cls: 3.0762, loss: 3.0762, grad_norm: 1.7918 2021-01-21 22:12:16,448 - mmaction - INFO - Epoch [77][200/2147] lr: 1.596e-01, eta: 7 days, 10:15:54, time: 1.799, data_time: 0.158, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5799, loss_cls: 3.1100, loss: 3.1100, grad_norm: 1.7734 2021-01-21 22:12:44,790 - mmaction - INFO - Epoch [77][220/2147] lr: 1.596e-01, eta: 7 days, 10:15:10, time: 1.419, data_time: 0.008, memory: 16628, top1_acc: 0.3451, top5_acc: 0.5933, loss_cls: 3.0043, loss: 3.0043, grad_norm: 1.7781 2021-01-21 22:13:13,969 - mmaction - INFO - Epoch [77][240/2147] lr: 1.596e-01, eta: 7 days, 10:14:27, time: 1.453, data_time: 0.002, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5692, loss_cls: 3.1490, loss: 3.1490, grad_norm: 1.7773 2021-01-21 22:13:45,164 - mmaction - INFO - Epoch [77][260/2147] lr: 1.596e-01, eta: 7 days, 10:13:49, time: 1.559, data_time: 0.008, memory: 16628, top1_acc: 0.3473, top5_acc: 0.5929, loss_cls: 2.9959, loss: 2.9959, grad_norm: 1.7301 2021-01-21 22:14:17,515 - mmaction - INFO - Epoch [77][280/2147] lr: 1.596e-01, eta: 7 days, 10:13:13, time: 1.618, data_time: 0.014, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5728, loss_cls: 3.1496, loss: 3.1496, grad_norm: 1.7711 2021-01-21 22:14:47,545 - mmaction - INFO - Epoch [77][300/2147] lr: 1.596e-01, eta: 7 days, 10:12:32, time: 1.500, data_time: 0.013, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5897, loss_cls: 3.0431, loss: 3.0431, grad_norm: 1.7626 2021-01-21 22:15:16,307 - mmaction - INFO - Epoch [77][320/2147] lr: 1.596e-01, eta: 7 days, 10:11:49, time: 1.446, data_time: 0.011, memory: 16628, top1_acc: 0.3509, top5_acc: 0.6018, loss_cls: 3.0013, loss: 3.0013, grad_norm: 1.8027 2021-01-21 22:15:47,318 - mmaction - INFO - Epoch [77][340/2147] lr: 1.596e-01, eta: 7 days, 10:11:10, time: 1.549, data_time: 0.009, memory: 16628, top1_acc: 0.3308, top5_acc: 0.6000, loss_cls: 3.0029, loss: 3.0029, grad_norm: 1.8066 2021-01-21 22:16:24,525 - mmaction - INFO - Epoch [77][360/2147] lr: 1.596e-01, eta: 7 days, 10:10:46, time: 1.851, data_time: 0.004, memory: 16628, top1_acc: 0.3379, top5_acc: 0.5879, loss_cls: 3.0581, loss: 3.0581, grad_norm: 1.8025 2021-01-21 22:17:01,572 - mmaction - INFO - Epoch [77][380/2147] lr: 1.596e-01, eta: 7 days, 10:10:22, time: 1.862, data_time: 0.019, memory: 16628, top1_acc: 0.3420, top5_acc: 0.5875, loss_cls: 3.0338, loss: 3.0338, grad_norm: 1.7180 2021-01-21 22:17:35,307 - mmaction - INFO - Epoch [77][400/2147] lr: 1.596e-01, eta: 7 days, 10:09:50, time: 1.681, data_time: 0.005, memory: 16628, top1_acc: 0.3402, top5_acc: 0.5964, loss_cls: 3.0199, loss: 3.0199, grad_norm: 1.7975 2021-01-21 22:18:04,393 - mmaction - INFO - Epoch [77][420/2147] lr: 1.596e-01, eta: 7 days, 10:09:07, time: 1.460, data_time: 0.008, memory: 16628, top1_acc: 0.3437, top5_acc: 0.5969, loss_cls: 3.0160, loss: 3.0160, grad_norm: 1.7467 2021-01-21 22:18:36,086 - mmaction - INFO - Epoch [77][440/2147] lr: 1.596e-01, eta: 7 days, 10:08:30, time: 1.576, data_time: 0.004, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5946, loss_cls: 3.0266, loss: 3.0266, grad_norm: 1.7645 2021-01-21 22:19:06,959 - mmaction - INFO - Epoch [77][460/2147] lr: 1.596e-01, eta: 7 days, 10:07:51, time: 1.538, data_time: 0.013, memory: 16628, top1_acc: 0.3554, top5_acc: 0.5879, loss_cls: 2.9870, loss: 2.9870, grad_norm: 1.7433 2021-01-21 22:19:37,312 - mmaction - INFO - Epoch [77][480/2147] lr: 1.596e-01, eta: 7 days, 10:07:12, time: 1.530, data_time: 0.018, memory: 16628, top1_acc: 0.3388, top5_acc: 0.5888, loss_cls: 3.0336, loss: 3.0336, grad_norm: 1.7591 2021-01-21 22:20:15,656 - mmaction - INFO - Epoch [77][500/2147] lr: 1.596e-01, eta: 7 days, 10:06:50, time: 1.905, data_time: 0.005, memory: 16628, top1_acc: 0.3446, top5_acc: 0.5960, loss_cls: 2.9616, loss: 2.9616, grad_norm: 1.7433 2021-01-21 22:20:44,336 - mmaction - INFO - Epoch [77][520/2147] lr: 1.596e-01, eta: 7 days, 10:06:07, time: 1.447, data_time: 0.024, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5853, loss_cls: 3.0728, loss: 3.0728, grad_norm: 1.8116 2021-01-21 22:21:15,074 - mmaction - INFO - Epoch [77][540/2147] lr: 1.596e-01, eta: 7 days, 10:05:28, time: 1.537, data_time: 0.002, memory: 16628, top1_acc: 0.3134, top5_acc: 0.5897, loss_cls: 3.0728, loss: 3.0728, grad_norm: 1.7779 2021-01-21 22:21:46,766 - mmaction - INFO - Epoch [77][560/2147] lr: 1.596e-01, eta: 7 days, 10:04:50, time: 1.562, data_time: 0.004, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5594, loss_cls: 3.1712, loss: 3.1712, grad_norm: 1.7922 2021-01-21 22:22:24,101 - mmaction - INFO - Epoch [77][580/2147] lr: 1.596e-01, eta: 7 days, 10:04:27, time: 1.888, data_time: 0.128, memory: 16628, top1_acc: 0.3321, top5_acc: 0.5821, loss_cls: 3.0592, loss: 3.0592, grad_norm: 1.7271 2021-01-21 22:22:53,563 - mmaction - INFO - Epoch [77][600/2147] lr: 1.596e-01, eta: 7 days, 10:03:45, time: 1.475, data_time: 0.010, memory: 16628, top1_acc: 0.3420, top5_acc: 0.5835, loss_cls: 3.0618, loss: 3.0618, grad_norm: 1.7841 2021-01-21 22:23:22,264 - mmaction - INFO - Epoch [77][620/2147] lr: 1.596e-01, eta: 7 days, 10:03:01, time: 1.435, data_time: 0.003, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5839, loss_cls: 3.0731, loss: 3.0731, grad_norm: 1.7682 2021-01-21 22:23:50,771 - mmaction - INFO - Epoch [77][640/2147] lr: 1.596e-01, eta: 7 days, 10:02:17, time: 1.426, data_time: 0.003, memory: 16628, top1_acc: 0.3429, top5_acc: 0.5929, loss_cls: 2.9921, loss: 2.9921, grad_norm: 1.7712 2021-01-21 22:24:19,788 - mmaction - INFO - Epoch [77][660/2147] lr: 1.596e-01, eta: 7 days, 10:01:34, time: 1.450, data_time: 0.002, memory: 16628, top1_acc: 0.3076, top5_acc: 0.5737, loss_cls: 3.1244, loss: 3.1244, grad_norm: 1.8395 2021-01-21 22:24:48,726 - mmaction - INFO - Epoch [77][680/2147] lr: 1.596e-01, eta: 7 days, 10:00:50, time: 1.447, data_time: 0.009, memory: 16628, top1_acc: 0.3250, top5_acc: 0.5866, loss_cls: 3.0533, loss: 3.0533, grad_norm: 1.7966 2021-01-21 22:25:18,055 - mmaction - INFO - Epoch [77][700/2147] lr: 1.596e-01, eta: 7 days, 10:00:08, time: 1.467, data_time: 0.002, memory: 16628, top1_acc: 0.3379, top5_acc: 0.5879, loss_cls: 3.0296, loss: 3.0296, grad_norm: 1.7361 2021-01-21 22:25:49,207 - mmaction - INFO - Epoch [77][720/2147] lr: 1.596e-01, eta: 7 days, 9:59:30, time: 1.554, data_time: 0.001, memory: 16628, top1_acc: 0.3420, top5_acc: 0.5768, loss_cls: 3.0731, loss: 3.0731, grad_norm: 1.7223 2021-01-21 22:26:21,343 - mmaction - INFO - Epoch [77][740/2147] lr: 1.596e-01, eta: 7 days, 9:58:54, time: 1.609, data_time: 0.007, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5942, loss_cls: 3.0201, loss: 3.0201, grad_norm: 1.7712 2021-01-21 22:26:58,179 - mmaction - INFO - Epoch [77][760/2147] lr: 1.596e-01, eta: 7 days, 9:58:29, time: 1.838, data_time: 0.008, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5902, loss_cls: 3.0458, loss: 3.0458, grad_norm: 1.7739 2021-01-21 22:27:29,188 - mmaction - INFO - Epoch [77][780/2147] lr: 1.596e-01, eta: 7 days, 9:57:51, time: 1.554, data_time: 0.011, memory: 16628, top1_acc: 0.3295, top5_acc: 0.5781, loss_cls: 3.0512, loss: 3.0512, grad_norm: 1.7802 2021-01-21 22:28:01,848 - mmaction - INFO - Epoch [77][800/2147] lr: 1.596e-01, eta: 7 days, 9:57:16, time: 1.628, data_time: 0.007, memory: 16628, top1_acc: 0.3415, top5_acc: 0.6036, loss_cls: 3.0147, loss: 3.0147, grad_norm: 1.7595 2021-01-21 22:28:30,710 - mmaction - INFO - Epoch [77][820/2147] lr: 1.596e-01, eta: 7 days, 9:56:33, time: 1.443, data_time: 0.016, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5978, loss_cls: 2.9712, loss: 2.9712, grad_norm: 1.7713 2021-01-21 22:29:01,424 - mmaction - INFO - Epoch [77][840/2147] lr: 1.596e-01, eta: 7 days, 9:55:54, time: 1.542, data_time: 0.018, memory: 16628, top1_acc: 0.3138, top5_acc: 0.5799, loss_cls: 3.1434, loss: 3.1434, grad_norm: 1.8835 2021-01-21 22:29:31,357 - mmaction - INFO - Epoch [77][860/2147] lr: 1.596e-01, eta: 7 days, 9:55:13, time: 1.496, data_time: 0.003, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5795, loss_cls: 3.0730, loss: 3.0730, grad_norm: 1.7688 2021-01-21 22:30:02,238 - mmaction - INFO - Epoch [77][880/2147] lr: 1.596e-01, eta: 7 days, 9:54:34, time: 1.542, data_time: 0.003, memory: 16628, top1_acc: 0.3415, top5_acc: 0.5893, loss_cls: 3.0524, loss: 3.0524, grad_norm: 1.7568 2021-01-21 22:30:30,614 - mmaction - INFO - Epoch [77][900/2147] lr: 1.596e-01, eta: 7 days, 9:53:50, time: 1.422, data_time: 0.006, memory: 16628, top1_acc: 0.3321, top5_acc: 0.5853, loss_cls: 3.0339, loss: 3.0339, grad_norm: 1.7295 2021-01-21 22:31:01,770 - mmaction - INFO - Epoch [77][920/2147] lr: 1.596e-01, eta: 7 days, 9:53:11, time: 1.554, data_time: 0.003, memory: 16628, top1_acc: 0.3344, top5_acc: 0.6058, loss_cls: 3.0110, loss: 3.0110, grad_norm: 1.7641 2021-01-21 22:31:54,026 - mmaction - INFO - Epoch [77][940/2147] lr: 1.596e-01, eta: 7 days, 9:53:23, time: 2.612, data_time: 0.097, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5920, loss_cls: 3.0323, loss: 3.0323, grad_norm: 1.7653 2021-01-21 22:32:22,505 - mmaction - INFO - Epoch [77][960/2147] lr: 1.596e-01, eta: 7 days, 9:52:39, time: 1.429, data_time: 0.013, memory: 16628, top1_acc: 0.3554, top5_acc: 0.6013, loss_cls: 2.9511, loss: 2.9511, grad_norm: 1.7710 2021-01-21 22:32:51,017 - mmaction - INFO - Epoch [77][980/2147] lr: 1.596e-01, eta: 7 days, 9:51:54, time: 1.426, data_time: 0.002, memory: 16628, top1_acc: 0.3469, top5_acc: 0.5960, loss_cls: 2.9858, loss: 2.9858, grad_norm: 1.7277 2021-01-21 22:33:24,063 - mmaction - INFO - Epoch [77][1000/2147] lr: 1.596e-01, eta: 7 days, 9:51:20, time: 1.644, data_time: 0.006, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5835, loss_cls: 3.0220, loss: 3.0220, grad_norm: 1.7619 2021-01-21 22:33:53,303 - mmaction - INFO - Epoch [77][1020/2147] lr: 1.596e-01, eta: 7 days, 9:50:38, time: 1.465, data_time: 0.012, memory: 16628, top1_acc: 0.3344, top5_acc: 0.5866, loss_cls: 3.0529, loss: 3.0529, grad_norm: 1.7793 2021-01-21 22:34:26,118 - mmaction - INFO - Epoch [77][1040/2147] lr: 1.596e-01, eta: 7 days, 9:50:04, time: 1.644, data_time: 0.011, memory: 16628, top1_acc: 0.3469, top5_acc: 0.5871, loss_cls: 3.0722, loss: 3.0722, grad_norm: 1.7379 2021-01-21 22:34:54,361 - mmaction - INFO - Epoch [77][1060/2147] lr: 1.596e-01, eta: 7 days, 9:49:19, time: 1.413, data_time: 0.007, memory: 16628, top1_acc: 0.3496, top5_acc: 0.5933, loss_cls: 3.0393, loss: 3.0393, grad_norm: 1.7588 2021-01-21 22:35:23,171 - mmaction - INFO - Epoch [77][1080/2147] lr: 1.596e-01, eta: 7 days, 9:48:35, time: 1.440, data_time: 0.006, memory: 16628, top1_acc: 0.3281, top5_acc: 0.5580, loss_cls: 3.1021, loss: 3.1021, grad_norm: 1.7279 2021-01-21 22:35:51,718 - mmaction - INFO - Epoch [77][1100/2147] lr: 1.596e-01, eta: 7 days, 9:47:51, time: 1.428, data_time: 0.010, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5857, loss_cls: 3.0549, loss: 3.0549, grad_norm: 1.7840 2021-01-21 22:36:22,576 - mmaction - INFO - Epoch [77][1120/2147] lr: 1.596e-01, eta: 7 days, 9:47:12, time: 1.540, data_time: 0.004, memory: 16628, top1_acc: 0.3424, top5_acc: 0.5835, loss_cls: 3.0657, loss: 3.0657, grad_norm: 1.7851 2021-01-21 22:36:55,417 - mmaction - INFO - Epoch [77][1140/2147] lr: 1.596e-01, eta: 7 days, 9:46:38, time: 1.645, data_time: 0.007, memory: 16628, top1_acc: 0.3455, top5_acc: 0.5946, loss_cls: 3.0304, loss: 3.0304, grad_norm: 1.7575 2021-01-21 22:37:25,075 - mmaction - INFO - Epoch [77][1160/2147] lr: 1.596e-01, eta: 7 days, 9:45:57, time: 1.484, data_time: 0.007, memory: 16628, top1_acc: 0.3357, top5_acc: 0.6054, loss_cls: 2.9837, loss: 2.9837, grad_norm: 1.7507 2021-01-21 22:37:58,444 - mmaction - INFO - Epoch [77][1180/2147] lr: 1.596e-01, eta: 7 days, 9:45:24, time: 1.665, data_time: 0.002, memory: 16628, top1_acc: 0.3379, top5_acc: 0.5911, loss_cls: 3.0526, loss: 3.0526, grad_norm: 1.7999 2021-01-21 22:38:27,008 - mmaction - INFO - Epoch [77][1200/2147] lr: 1.596e-01, eta: 7 days, 9:44:40, time: 1.431, data_time: 0.013, memory: 16628, top1_acc: 0.3375, top5_acc: 0.5938, loss_cls: 3.0201, loss: 3.0201, grad_norm: 1.7573 2021-01-21 22:39:00,209 - mmaction - INFO - Epoch [77][1220/2147] lr: 1.596e-01, eta: 7 days, 9:44:07, time: 1.660, data_time: 0.005, memory: 16628, top1_acc: 0.3415, top5_acc: 0.6009, loss_cls: 2.9841, loss: 2.9841, grad_norm: 1.7707 2021-01-21 22:39:31,183 - mmaction - INFO - Epoch [77][1240/2147] lr: 1.596e-01, eta: 7 days, 9:43:28, time: 1.550, data_time: 0.008, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5759, loss_cls: 3.0351, loss: 3.0351, grad_norm: 1.7927 2021-01-21 22:40:02,815 - mmaction - INFO - Epoch [77][1260/2147] lr: 1.596e-01, eta: 7 days, 9:42:51, time: 1.580, data_time: 0.007, memory: 16628, top1_acc: 0.3451, top5_acc: 0.5862, loss_cls: 3.0089, loss: 3.0089, grad_norm: 1.7423 2021-01-21 22:40:34,839 - mmaction - INFO - Epoch [77][1280/2147] lr: 1.596e-01, eta: 7 days, 9:42:15, time: 1.601, data_time: 0.006, memory: 16628, top1_acc: 0.3299, top5_acc: 0.5804, loss_cls: 3.0667, loss: 3.0667, grad_norm: 1.8036 2021-01-21 22:41:06,438 - mmaction - INFO - Epoch [77][1300/2147] lr: 1.596e-01, eta: 7 days, 9:41:38, time: 1.576, data_time: 0.005, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5741, loss_cls: 3.1240, loss: 3.1240, grad_norm: 1.7739 2021-01-21 22:41:36,608 - mmaction - INFO - Epoch [77][1320/2147] lr: 1.596e-01, eta: 7 days, 9:40:57, time: 1.505, data_time: 0.012, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5862, loss_cls: 3.0993, loss: 3.0993, grad_norm: 1.7341 2021-01-21 22:42:15,087 - mmaction - INFO - Epoch [77][1340/2147] lr: 1.596e-01, eta: 7 days, 9:40:37, time: 1.928, data_time: 0.224, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5808, loss_cls: 3.0904, loss: 3.0904, grad_norm: 1.7722 2021-01-21 22:42:44,687 - mmaction - INFO - Epoch [77][1360/2147] lr: 1.596e-01, eta: 7 days, 9:39:55, time: 1.480, data_time: 0.008, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5955, loss_cls: 3.0103, loss: 3.0103, grad_norm: 1.7824 2021-01-21 22:43:17,288 - mmaction - INFO - Epoch [77][1380/2147] lr: 1.596e-01, eta: 7 days, 9:39:20, time: 1.624, data_time: 0.009, memory: 16628, top1_acc: 0.3308, top5_acc: 0.5817, loss_cls: 3.0888, loss: 3.0888, grad_norm: 1.7471 2021-01-21 22:43:45,694 - mmaction - INFO - Epoch [77][1400/2147] lr: 1.596e-01, eta: 7 days, 9:38:36, time: 1.432, data_time: 0.016, memory: 16628, top1_acc: 0.3393, top5_acc: 0.5933, loss_cls: 3.0542, loss: 3.0542, grad_norm: 1.7508 2021-01-21 22:44:16,153 - mmaction - INFO - Epoch [77][1420/2147] lr: 1.596e-01, eta: 7 days, 9:37:56, time: 1.523, data_time: 0.001, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5804, loss_cls: 3.0831, loss: 3.0831, grad_norm: 1.7510 2021-01-21 22:44:45,608 - mmaction - INFO - Epoch [77][1440/2147] lr: 1.596e-01, eta: 7 days, 9:37:14, time: 1.472, data_time: 0.031, memory: 16628, top1_acc: 0.3406, top5_acc: 0.5871, loss_cls: 3.0425, loss: 3.0425, grad_norm: 1.7617 2021-01-21 22:45:16,740 - mmaction - INFO - Epoch [77][1460/2147] lr: 1.596e-01, eta: 7 days, 9:36:36, time: 1.553, data_time: 0.004, memory: 16628, top1_acc: 0.3299, top5_acc: 0.5933, loss_cls: 3.0253, loss: 3.0253, grad_norm: 1.8150 2021-01-21 22:45:46,746 - mmaction - INFO - Epoch [77][1480/2147] lr: 1.596e-01, eta: 7 days, 9:35:55, time: 1.495, data_time: 0.014, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5754, loss_cls: 3.1356, loss: 3.1356, grad_norm: 1.7580 2021-01-21 22:46:18,543 - mmaction - INFO - Epoch [77][1500/2147] lr: 1.596e-01, eta: 7 days, 9:35:19, time: 1.594, data_time: 0.013, memory: 16628, top1_acc: 0.3437, top5_acc: 0.6036, loss_cls: 2.9897, loss: 2.9897, grad_norm: 1.7477 2021-01-21 22:46:47,031 - mmaction - INFO - Epoch [77][1520/2147] lr: 1.596e-01, eta: 7 days, 9:34:35, time: 1.428, data_time: 0.013, memory: 16628, top1_acc: 0.3473, top5_acc: 0.5920, loss_cls: 3.0406, loss: 3.0406, grad_norm: 1.7590 2021-01-21 22:47:15,995 - mmaction - INFO - Epoch [77][1540/2147] lr: 1.596e-01, eta: 7 days, 9:33:52, time: 1.449, data_time: 0.004, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5804, loss_cls: 3.0945, loss: 3.0945, grad_norm: 1.7751 2021-01-21 22:47:47,141 - mmaction - INFO - Epoch [77][1560/2147] lr: 1.596e-01, eta: 7 days, 9:33:13, time: 1.552, data_time: 0.006, memory: 16628, top1_acc: 0.3397, top5_acc: 0.5821, loss_cls: 3.0599, loss: 3.0599, grad_norm: 1.7261 2021-01-21 22:48:15,614 - mmaction - INFO - Epoch [77][1580/2147] lr: 1.596e-01, eta: 7 days, 9:32:29, time: 1.429, data_time: 0.010, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5826, loss_cls: 3.0476, loss: 3.0476, grad_norm: 1.8141 2021-01-21 22:48:44,933 - mmaction - INFO - Epoch [77][1600/2147] lr: 1.596e-01, eta: 7 days, 9:31:47, time: 1.465, data_time: 0.002, memory: 16628, top1_acc: 0.3317, top5_acc: 0.5826, loss_cls: 3.0224, loss: 3.0224, grad_norm: 1.7950 2021-01-21 22:49:17,828 - mmaction - INFO - Epoch [77][1620/2147] lr: 1.596e-01, eta: 7 days, 9:31:13, time: 1.645, data_time: 0.006, memory: 16628, top1_acc: 0.3308, top5_acc: 0.5817, loss_cls: 3.0240, loss: 3.0240, grad_norm: 1.7938 2021-01-21 22:49:46,198 - mmaction - INFO - Epoch [77][1640/2147] lr: 1.596e-01, eta: 7 days, 9:30:29, time: 1.418, data_time: 0.006, memory: 16628, top1_acc: 0.3437, top5_acc: 0.6112, loss_cls: 3.0064, loss: 3.0064, grad_norm: 1.8127 2021-01-21 22:50:15,677 - mmaction - INFO - Epoch [77][1660/2147] lr: 1.596e-01, eta: 7 days, 9:29:47, time: 1.474, data_time: 0.003, memory: 16628, top1_acc: 0.3491, top5_acc: 0.6089, loss_cls: 2.9701, loss: 2.9701, grad_norm: 1.8135 2021-01-21 22:50:47,533 - mmaction - INFO - Epoch [77][1680/2147] lr: 1.596e-01, eta: 7 days, 9:29:10, time: 1.585, data_time: 0.002, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5853, loss_cls: 3.0368, loss: 3.0368, grad_norm: 1.8115 2021-01-21 22:51:22,431 - mmaction - INFO - Epoch [77][1700/2147] lr: 1.596e-01, eta: 7 days, 9:28:41, time: 1.747, data_time: 0.011, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5839, loss_cls: 3.0849, loss: 3.0849, grad_norm: 1.7670 2021-01-21 22:51:57,661 - mmaction - INFO - Epoch [77][1720/2147] lr: 1.596e-01, eta: 7 days, 9:28:12, time: 1.761, data_time: 0.009, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5826, loss_cls: 3.0867, loss: 3.0867, grad_norm: 1.7709 2021-01-21 22:52:28,173 - mmaction - INFO - Epoch [77][1740/2147] lr: 1.596e-01, eta: 7 days, 9:27:33, time: 1.530, data_time: 0.011, memory: 16628, top1_acc: 0.3393, top5_acc: 0.5969, loss_cls: 2.9805, loss: 2.9805, grad_norm: 1.7915 2021-01-21 22:53:02,510 - mmaction - INFO - Epoch [77][1760/2147] lr: 1.596e-01, eta: 7 days, 9:27:02, time: 1.707, data_time: 0.005, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5817, loss_cls: 3.0427, loss: 3.0427, grad_norm: 1.7435 2021-01-21 22:53:37,448 - mmaction - INFO - Epoch [77][1780/2147] lr: 1.596e-01, eta: 7 days, 9:26:33, time: 1.755, data_time: 0.016, memory: 16628, top1_acc: 0.3491, top5_acc: 0.5902, loss_cls: 3.0313, loss: 3.0313, grad_norm: 1.7748 2021-01-21 22:54:05,912 - mmaction - INFO - Epoch [77][1800/2147] lr: 1.596e-01, eta: 7 days, 9:25:49, time: 1.426, data_time: 0.007, memory: 16628, top1_acc: 0.3344, top5_acc: 0.5888, loss_cls: 3.0523, loss: 3.0523, grad_norm: 1.7700 2021-01-21 22:54:36,138 - mmaction - INFO - Epoch [77][1820/2147] lr: 1.596e-01, eta: 7 days, 9:25:09, time: 1.507, data_time: 0.005, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5804, loss_cls: 3.0825, loss: 3.0825, grad_norm: 1.8006 2021-01-21 22:55:05,152 - mmaction - INFO - Epoch [77][1840/2147] lr: 1.596e-01, eta: 7 days, 9:24:26, time: 1.454, data_time: 0.009, memory: 16628, top1_acc: 0.3420, top5_acc: 0.5817, loss_cls: 3.0652, loss: 3.0652, grad_norm: 1.7844 2021-01-21 22:55:37,327 - mmaction - INFO - Epoch [77][1860/2147] lr: 1.596e-01, eta: 7 days, 9:23:50, time: 1.603, data_time: 0.008, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5853, loss_cls: 3.0432, loss: 3.0432, grad_norm: 1.8028 2021-01-21 22:56:09,917 - mmaction - INFO - Epoch [77][1880/2147] lr: 1.596e-01, eta: 7 days, 9:23:15, time: 1.632, data_time: 0.011, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5960, loss_cls: 3.0245, loss: 3.0245, grad_norm: 1.8017 2021-01-21 22:56:39,042 - mmaction - INFO - Epoch [77][1900/2147] lr: 1.596e-01, eta: 7 days, 9:22:33, time: 1.458, data_time: 0.007, memory: 16628, top1_acc: 0.3299, top5_acc: 0.5754, loss_cls: 3.1018, loss: 3.1018, grad_norm: 1.7759 2021-01-21 22:57:09,383 - mmaction - INFO - Epoch [77][1920/2147] lr: 1.596e-01, eta: 7 days, 9:21:53, time: 1.518, data_time: 0.009, memory: 16628, top1_acc: 0.3496, top5_acc: 0.5973, loss_cls: 2.9957, loss: 2.9957, grad_norm: 1.7806 2021-01-21 22:57:39,326 - mmaction - INFO - Epoch [77][1940/2147] lr: 1.596e-01, eta: 7 days, 9:21:12, time: 1.493, data_time: 0.004, memory: 16628, top1_acc: 0.3388, top5_acc: 0.5888, loss_cls: 3.0518, loss: 3.0518, grad_norm: 1.7978 2021-01-21 22:58:13,452 - mmaction - INFO - Epoch [77][1960/2147] lr: 1.596e-01, eta: 7 days, 9:20:40, time: 1.699, data_time: 0.011, memory: 16628, top1_acc: 0.3344, top5_acc: 0.5786, loss_cls: 3.0470, loss: 3.0470, grad_norm: 1.7732 2021-01-21 22:58:42,797 - mmaction - INFO - Epoch [77][1980/2147] lr: 1.596e-01, eta: 7 days, 9:19:59, time: 1.480, data_time: 0.017, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5835, loss_cls: 3.0813, loss: 3.0813, grad_norm: 1.7559 2021-01-21 22:59:15,633 - mmaction - INFO - Epoch [77][2000/2147] lr: 1.596e-01, eta: 7 days, 9:19:25, time: 1.637, data_time: 0.001, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5826, loss_cls: 3.1043, loss: 3.1043, grad_norm: 1.7428 2021-01-21 22:59:44,632 - mmaction - INFO - Epoch [77][2020/2147] lr: 1.596e-01, eta: 7 days, 9:18:41, time: 1.449, data_time: 0.008, memory: 16628, top1_acc: 0.3424, top5_acc: 0.5812, loss_cls: 3.0912, loss: 3.0912, grad_norm: 1.7647 2021-01-21 23:00:13,830 - mmaction - INFO - Epoch [77][2040/2147] lr: 1.596e-01, eta: 7 days, 9:17:59, time: 1.459, data_time: 0.013, memory: 16628, top1_acc: 0.3585, top5_acc: 0.6143, loss_cls: 2.9717, loss: 2.9717, grad_norm: 1.7541 2021-01-21 23:00:43,346 - mmaction - INFO - Epoch [77][2060/2147] lr: 1.596e-01, eta: 7 days, 9:17:17, time: 1.473, data_time: 0.013, memory: 16628, top1_acc: 0.3299, top5_acc: 0.5750, loss_cls: 3.1082, loss: 3.1082, grad_norm: 1.8173 2021-01-21 23:01:15,599 - mmaction - INFO - Epoch [77][2080/2147] lr: 1.596e-01, eta: 7 days, 9:16:42, time: 1.613, data_time: 0.013, memory: 16628, top1_acc: 0.3366, top5_acc: 0.5732, loss_cls: 3.0634, loss: 3.0634, grad_norm: 1.7290 2021-01-21 23:01:46,720 - mmaction - INFO - Epoch [77][2100/2147] lr: 1.596e-01, eta: 7 days, 9:16:04, time: 1.557, data_time: 0.013, memory: 16628, top1_acc: 0.3424, top5_acc: 0.5915, loss_cls: 3.0381, loss: 3.0381, grad_norm: 1.7543 2021-01-21 23:02:17,841 - mmaction - INFO - Epoch [77][2120/2147] lr: 1.596e-01, eta: 7 days, 9:15:26, time: 1.556, data_time: 0.018, memory: 16628, top1_acc: 0.3295, top5_acc: 0.5929, loss_cls: 3.0134, loss: 3.0134, grad_norm: 1.8050 2021-01-21 23:02:49,241 - mmaction - INFO - Epoch [77][2140/2147] lr: 1.596e-01, eta: 7 days, 9:14:48, time: 1.569, data_time: 0.018, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5786, loss_cls: 3.1265, loss: 3.1265, grad_norm: 1.7777 2021-01-21 23:08:26,609 - mmaction - INFO - Epoch [78][20/2147] lr: 1.586e-01, eta: 7 days, 9:24:21, time: 15.534, data_time: 13.750, memory: 16628, top1_acc: 0.3384, top5_acc: 0.5866, loss_cls: 2.9885, loss: 2.9885, grad_norm: 1.7563 2021-01-21 23:08:54,997 - mmaction - INFO - Epoch [78][40/2147] lr: 1.586e-01, eta: 7 days, 9:23:37, time: 1.421, data_time: 0.007, memory: 16628, top1_acc: 0.3321, top5_acc: 0.5911, loss_cls: 3.0882, loss: 3.0882, grad_norm: 1.7450 2021-01-21 23:09:25,522 - mmaction - INFO - Epoch [78][60/2147] lr: 1.586e-01, eta: 7 days, 9:22:57, time: 1.525, data_time: 0.005, memory: 16628, top1_acc: 0.3446, top5_acc: 0.5777, loss_cls: 3.0537, loss: 3.0537, grad_norm: 1.7334 2021-01-21 23:09:54,141 - mmaction - INFO - Epoch [78][80/2147] lr: 1.586e-01, eta: 7 days, 9:22:13, time: 1.424, data_time: 0.005, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5710, loss_cls: 3.0873, loss: 3.0873, grad_norm: 1.7801 2021-01-21 23:10:23,734 - mmaction - INFO - Epoch [78][100/2147] lr: 1.586e-01, eta: 7 days, 9:21:31, time: 1.484, data_time: 0.013, memory: 16628, top1_acc: 0.3384, top5_acc: 0.6049, loss_cls: 2.9826, loss: 2.9826, grad_norm: 1.7659 2021-01-21 23:10:52,201 - mmaction - INFO - Epoch [78][120/2147] lr: 1.586e-01, eta: 7 days, 9:20:47, time: 1.427, data_time: 0.007, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5902, loss_cls: 3.0336, loss: 3.0336, grad_norm: 1.7868 2021-01-21 23:11:20,934 - mmaction - INFO - Epoch [78][140/2147] lr: 1.586e-01, eta: 7 days, 9:20:03, time: 1.436, data_time: 0.003, memory: 16628, top1_acc: 0.3357, top5_acc: 0.6009, loss_cls: 3.0443, loss: 3.0443, grad_norm: 1.8269 2021-01-21 23:11:55,493 - mmaction - INFO - Epoch [78][160/2147] lr: 1.586e-01, eta: 7 days, 9:19:33, time: 1.727, data_time: 0.004, memory: 16628, top1_acc: 0.3451, top5_acc: 0.6067, loss_cls: 2.9923, loss: 2.9923, grad_norm: 1.7659 2021-01-21 23:12:26,300 - mmaction - INFO - Epoch [78][180/2147] lr: 1.586e-01, eta: 7 days, 9:18:54, time: 1.538, data_time: 0.014, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5750, loss_cls: 3.0915, loss: 3.0915, grad_norm: 1.7905 2021-01-21 23:12:54,822 - mmaction - INFO - Epoch [78][200/2147] lr: 1.586e-01, eta: 7 days, 9:18:10, time: 1.430, data_time: 0.007, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5853, loss_cls: 3.0601, loss: 3.0601, grad_norm: 1.7312 2021-01-21 23:13:26,882 - mmaction - INFO - Epoch [78][220/2147] lr: 1.586e-01, eta: 7 days, 9:17:34, time: 1.601, data_time: 0.009, memory: 16628, top1_acc: 0.3442, top5_acc: 0.5911, loss_cls: 2.9896, loss: 2.9896, grad_norm: 1.7337 2021-01-21 23:13:56,166 - mmaction - INFO - Epoch [78][240/2147] lr: 1.586e-01, eta: 7 days, 9:16:52, time: 1.462, data_time: 0.004, memory: 16628, top1_acc: 0.3379, top5_acc: 0.5987, loss_cls: 3.0153, loss: 3.0153, grad_norm: 1.7573 2021-01-21 23:14:25,409 - mmaction - INFO - Epoch [78][260/2147] lr: 1.586e-01, eta: 7 days, 9:16:09, time: 1.466, data_time: 0.006, memory: 16628, top1_acc: 0.3375, top5_acc: 0.5978, loss_cls: 2.9914, loss: 2.9914, grad_norm: 1.7766 2021-01-21 23:14:56,032 - mmaction - INFO - Epoch [78][280/2147] lr: 1.586e-01, eta: 7 days, 9:15:30, time: 1.530, data_time: 0.004, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5772, loss_cls: 3.0638, loss: 3.0638, grad_norm: 1.8039 2021-01-21 23:15:30,390 - mmaction - INFO - Epoch [78][300/2147] lr: 1.586e-01, eta: 7 days, 9:14:59, time: 1.713, data_time: 0.007, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5835, loss_cls: 3.1137, loss: 3.1137, grad_norm: 1.8288 2021-01-21 23:15:59,126 - mmaction - INFO - Epoch [78][320/2147] lr: 1.586e-01, eta: 7 days, 9:14:16, time: 1.443, data_time: 0.009, memory: 16628, top1_acc: 0.3402, top5_acc: 0.6018, loss_cls: 2.9928, loss: 2.9928, grad_norm: 1.7697 2021-01-21 23:16:28,594 - mmaction - INFO - Epoch [78][340/2147] lr: 1.586e-01, eta: 7 days, 9:13:34, time: 1.469, data_time: 0.002, memory: 16628, top1_acc: 0.3527, top5_acc: 0.6049, loss_cls: 3.0225, loss: 3.0225, grad_norm: 1.7728 2021-01-21 23:17:01,751 - mmaction - INFO - Epoch [78][360/2147] lr: 1.586e-01, eta: 7 days, 9:13:00, time: 1.658, data_time: 0.008, memory: 16628, top1_acc: 0.3554, top5_acc: 0.6049, loss_cls: 3.0006, loss: 3.0006, grad_norm: 1.7876 2021-01-21 23:17:30,068 - mmaction - INFO - Epoch [78][380/2147] lr: 1.586e-01, eta: 7 days, 9:12:16, time: 1.418, data_time: 0.007, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5955, loss_cls: 3.0229, loss: 3.0229, grad_norm: 1.8043 2021-01-21 23:18:03,785 - mmaction - INFO - Epoch [78][400/2147] lr: 1.586e-01, eta: 7 days, 9:11:43, time: 1.679, data_time: 0.003, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5884, loss_cls: 3.0822, loss: 3.0822, grad_norm: 1.8170 2021-01-21 23:18:32,011 - mmaction - INFO - Epoch [78][420/2147] lr: 1.586e-01, eta: 7 days, 9:10:59, time: 1.420, data_time: 0.012, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5821, loss_cls: 3.0917, loss: 3.0917, grad_norm: 1.7352 2021-01-21 23:19:01,778 - mmaction - INFO - Epoch [78][440/2147] lr: 1.586e-01, eta: 7 days, 9:10:18, time: 1.486, data_time: 0.003, memory: 16628, top1_acc: 0.3295, top5_acc: 0.5839, loss_cls: 3.0632, loss: 3.0632, grad_norm: 1.7194 2021-01-21 23:19:32,718 - mmaction - INFO - Epoch [78][460/2147] lr: 1.586e-01, eta: 7 days, 9:09:39, time: 1.546, data_time: 0.006, memory: 16628, top1_acc: 0.3500, top5_acc: 0.5857, loss_cls: 3.0284, loss: 3.0284, grad_norm: 1.7562 2021-01-21 23:20:04,407 - mmaction - INFO - Epoch [78][480/2147] lr: 1.586e-01, eta: 7 days, 9:09:02, time: 1.578, data_time: 0.006, memory: 16628, top1_acc: 0.3321, top5_acc: 0.5804, loss_cls: 3.0602, loss: 3.0602, grad_norm: 1.8292 2021-01-21 23:20:33,164 - mmaction - INFO - Epoch [78][500/2147] lr: 1.586e-01, eta: 7 days, 9:08:19, time: 1.448, data_time: 0.012, memory: 16628, top1_acc: 0.3406, top5_acc: 0.6018, loss_cls: 2.9746, loss: 2.9746, grad_norm: 1.7398 2021-01-21 23:21:01,841 - mmaction - INFO - Epoch [78][520/2147] lr: 1.586e-01, eta: 7 days, 9:07:35, time: 1.434, data_time: 0.002, memory: 16628, top1_acc: 0.3308, top5_acc: 0.5835, loss_cls: 3.0948, loss: 3.0948, grad_norm: 1.7855 2021-01-21 23:21:31,810 - mmaction - INFO - Epoch [78][540/2147] lr: 1.586e-01, eta: 7 days, 9:06:54, time: 1.498, data_time: 0.003, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5808, loss_cls: 3.0545, loss: 3.0545, grad_norm: 1.7799 2021-01-21 23:22:03,727 - mmaction - INFO - Epoch [78][560/2147] lr: 1.586e-01, eta: 7 days, 9:06:18, time: 1.596, data_time: 0.033, memory: 16628, top1_acc: 0.3464, top5_acc: 0.6040, loss_cls: 2.9643, loss: 2.9643, grad_norm: 1.7707 2021-01-21 23:22:35,578 - mmaction - INFO - Epoch [78][580/2147] lr: 1.586e-01, eta: 7 days, 9:05:41, time: 1.589, data_time: 0.003, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5888, loss_cls: 3.0780, loss: 3.0780, grad_norm: 1.8508 2021-01-21 23:23:04,178 - mmaction - INFO - Epoch [78][600/2147] lr: 1.586e-01, eta: 7 days, 9:04:58, time: 1.433, data_time: 0.011, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5750, loss_cls: 3.0752, loss: 3.0752, grad_norm: 1.7702 2021-01-21 23:23:33,511 - mmaction - INFO - Epoch [78][620/2147] lr: 1.586e-01, eta: 7 days, 9:04:15, time: 1.461, data_time: 0.007, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5973, loss_cls: 3.0069, loss: 3.0069, grad_norm: 1.7450 2021-01-21 23:24:02,421 - mmaction - INFO - Epoch [78][640/2147] lr: 1.586e-01, eta: 7 days, 9:03:32, time: 1.441, data_time: 0.012, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5866, loss_cls: 3.0391, loss: 3.0391, grad_norm: 1.8041 2021-01-21 23:24:30,894 - mmaction - INFO - Epoch [78][660/2147] lr: 1.586e-01, eta: 7 days, 9:02:48, time: 1.434, data_time: 0.013, memory: 16628, top1_acc: 0.3357, top5_acc: 0.5728, loss_cls: 3.0686, loss: 3.0686, grad_norm: 1.7795 2021-01-21 23:25:01,643 - mmaction - INFO - Epoch [78][680/2147] lr: 1.586e-01, eta: 7 days, 9:02:08, time: 1.526, data_time: 0.006, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5987, loss_cls: 3.0467, loss: 3.0467, grad_norm: 1.7868 2021-01-21 23:25:30,424 - mmaction - INFO - Epoch [78][700/2147] lr: 1.586e-01, eta: 7 days, 9:01:25, time: 1.448, data_time: 0.018, memory: 16628, top1_acc: 0.3442, top5_acc: 0.6000, loss_cls: 2.9949, loss: 2.9949, grad_norm: 1.8000 2021-01-21 23:25:59,190 - mmaction - INFO - Epoch [78][720/2147] lr: 1.586e-01, eta: 7 days, 9:00:42, time: 1.440, data_time: 0.006, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5790, loss_cls: 3.1136, loss: 3.1136, grad_norm: 1.8096 2021-01-21 23:26:27,710 - mmaction - INFO - Epoch [78][740/2147] lr: 1.586e-01, eta: 7 days, 8:59:58, time: 1.424, data_time: 0.003, memory: 16628, top1_acc: 0.3487, top5_acc: 0.5933, loss_cls: 3.0176, loss: 3.0176, grad_norm: 1.7390 2021-01-21 23:26:59,441 - mmaction - INFO - Epoch [78][760/2147] lr: 1.586e-01, eta: 7 days, 8:59:21, time: 1.584, data_time: 0.007, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5969, loss_cls: 3.0261, loss: 3.0261, grad_norm: 1.7780 2021-01-21 23:27:28,308 - mmaction - INFO - Epoch [78][780/2147] lr: 1.586e-01, eta: 7 days, 8:58:38, time: 1.448, data_time: 0.010, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5737, loss_cls: 3.0590, loss: 3.0590, grad_norm: 1.7653 2021-01-21 23:27:56,779 - mmaction - INFO - Epoch [78][800/2147] lr: 1.586e-01, eta: 7 days, 8:57:54, time: 1.424, data_time: 0.003, memory: 16628, top1_acc: 0.3281, top5_acc: 0.5777, loss_cls: 3.0940, loss: 3.0940, grad_norm: 1.7686 2021-01-21 23:28:25,637 - mmaction - INFO - Epoch [78][820/2147] lr: 1.586e-01, eta: 7 days, 8:57:10, time: 1.442, data_time: 0.003, memory: 16628, top1_acc: 0.3433, top5_acc: 0.5924, loss_cls: 3.0304, loss: 3.0304, grad_norm: 1.8263 2021-01-21 23:28:54,137 - mmaction - INFO - Epoch [78][840/2147] lr: 1.586e-01, eta: 7 days, 8:56:26, time: 1.426, data_time: 0.002, memory: 16628, top1_acc: 0.3393, top5_acc: 0.6076, loss_cls: 2.9958, loss: 2.9958, grad_norm: 1.7883 2021-01-21 23:29:24,154 - mmaction - INFO - Epoch [78][860/2147] lr: 1.586e-01, eta: 7 days, 8:55:46, time: 1.497, data_time: 0.004, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5955, loss_cls: 3.0776, loss: 3.0776, grad_norm: 1.7599 2021-01-21 23:29:54,399 - mmaction - INFO - Epoch [78][880/2147] lr: 1.586e-01, eta: 7 days, 8:55:06, time: 1.515, data_time: 0.007, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5920, loss_cls: 3.0434, loss: 3.0434, grad_norm: 1.7656 2021-01-21 23:30:24,680 - mmaction - INFO - Epoch [78][900/2147] lr: 1.586e-01, eta: 7 days, 8:54:26, time: 1.514, data_time: 0.004, memory: 16628, top1_acc: 0.3317, top5_acc: 0.5969, loss_cls: 3.0323, loss: 3.0323, grad_norm: 1.8215 2021-01-21 23:30:53,063 - mmaction - INFO - Epoch [78][920/2147] lr: 1.586e-01, eta: 7 days, 8:53:41, time: 1.421, data_time: 0.011, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5888, loss_cls: 3.0766, loss: 3.0766, grad_norm: 1.8176 2021-01-21 23:31:25,867 - mmaction - INFO - Epoch [78][940/2147] lr: 1.586e-01, eta: 7 days, 8:53:07, time: 1.639, data_time: 0.004, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5777, loss_cls: 3.0558, loss: 3.0558, grad_norm: 1.7398 2021-01-21 23:32:00,148 - mmaction - INFO - Epoch [78][960/2147] lr: 1.586e-01, eta: 7 days, 8:52:36, time: 1.708, data_time: 0.002, memory: 16628, top1_acc: 0.3433, top5_acc: 0.6067, loss_cls: 3.0071, loss: 3.0071, grad_norm: 1.8224 2021-01-21 23:32:31,313 - mmaction - INFO - Epoch [78][980/2147] lr: 1.586e-01, eta: 7 days, 8:51:58, time: 1.558, data_time: 0.015, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5866, loss_cls: 3.0778, loss: 3.0778, grad_norm: 1.7910 2021-01-21 23:33:03,106 - mmaction - INFO - Epoch [78][1000/2147] lr: 1.586e-01, eta: 7 days, 8:51:21, time: 1.586, data_time: 0.009, memory: 16628, top1_acc: 0.3143, top5_acc: 0.5714, loss_cls: 3.1232, loss: 3.1232, grad_norm: 1.7559 2021-01-21 23:33:32,244 - mmaction - INFO - Epoch [78][1020/2147] lr: 1.586e-01, eta: 7 days, 8:50:39, time: 1.464, data_time: 0.018, memory: 16628, top1_acc: 0.3281, top5_acc: 0.5888, loss_cls: 3.0653, loss: 3.0653, grad_norm: 1.7641 2021-01-21 23:34:01,278 - mmaction - INFO - Epoch [78][1040/2147] lr: 1.586e-01, eta: 7 days, 8:49:56, time: 1.449, data_time: 0.006, memory: 16628, top1_acc: 0.3451, top5_acc: 0.5826, loss_cls: 3.0083, loss: 3.0083, grad_norm: 1.7322 2021-01-21 23:34:33,723 - mmaction - INFO - Epoch [78][1060/2147] lr: 1.586e-01, eta: 7 days, 8:49:21, time: 1.626, data_time: 0.007, memory: 16628, top1_acc: 0.3531, top5_acc: 0.5866, loss_cls: 3.0203, loss: 3.0203, grad_norm: 1.7265 2021-01-21 23:35:02,109 - mmaction - INFO - Epoch [78][1080/2147] lr: 1.586e-01, eta: 7 days, 8:48:37, time: 1.419, data_time: 0.005, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5960, loss_cls: 2.9930, loss: 2.9930, grad_norm: 1.7454 2021-01-21 23:35:30,691 - mmaction - INFO - Epoch [78][1100/2147] lr: 1.586e-01, eta: 7 days, 8:47:53, time: 1.429, data_time: 0.007, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5812, loss_cls: 3.0848, loss: 3.0848, grad_norm: 1.8094 2021-01-21 23:36:04,787 - mmaction - INFO - Epoch [78][1120/2147] lr: 1.586e-01, eta: 7 days, 8:47:21, time: 1.699, data_time: 0.007, memory: 16628, top1_acc: 0.3384, top5_acc: 0.5911, loss_cls: 3.0369, loss: 3.0369, grad_norm: 1.7748 2021-01-21 23:36:33,832 - mmaction - INFO - Epoch [78][1140/2147] lr: 1.586e-01, eta: 7 days, 8:46:39, time: 1.457, data_time: 0.014, memory: 16628, top1_acc: 0.3643, top5_acc: 0.6085, loss_cls: 2.9257, loss: 2.9257, grad_norm: 1.7297 2021-01-21 23:37:10,117 - mmaction - INFO - Epoch [78][1160/2147] lr: 1.586e-01, eta: 7 days, 8:46:13, time: 1.811, data_time: 0.065, memory: 16628, top1_acc: 0.3371, top5_acc: 0.6013, loss_cls: 2.9764, loss: 2.9764, grad_norm: 1.8171 2021-01-21 23:37:40,792 - mmaction - INFO - Epoch [78][1180/2147] lr: 1.586e-01, eta: 7 days, 8:45:34, time: 1.539, data_time: 0.013, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5808, loss_cls: 3.1001, loss: 3.1001, grad_norm: 1.7832 2021-01-21 23:38:10,052 - mmaction - INFO - Epoch [78][1200/2147] lr: 1.586e-01, eta: 7 days, 8:44:51, time: 1.464, data_time: 0.010, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5723, loss_cls: 3.1379, loss: 3.1379, grad_norm: 1.7779 2021-01-21 23:38:38,383 - mmaction - INFO - Epoch [78][1220/2147] lr: 1.586e-01, eta: 7 days, 8:44:07, time: 1.414, data_time: 0.002, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5723, loss_cls: 3.1379, loss: 3.1379, grad_norm: 1.7461 2021-01-21 23:39:11,138 - mmaction - INFO - Epoch [78][1240/2147] lr: 1.586e-01, eta: 7 days, 8:43:33, time: 1.639, data_time: 0.004, memory: 16628, top1_acc: 0.3464, top5_acc: 0.5996, loss_cls: 3.0198, loss: 3.0198, grad_norm: 1.7636 2021-01-21 23:39:43,872 - mmaction - INFO - Epoch [78][1260/2147] lr: 1.586e-01, eta: 7 days, 8:42:58, time: 1.625, data_time: 0.009, memory: 16628, top1_acc: 0.3424, top5_acc: 0.5871, loss_cls: 3.0383, loss: 3.0383, grad_norm: 1.8238 2021-01-21 23:40:16,294 - mmaction - INFO - Epoch [78][1280/2147] lr: 1.586e-01, eta: 7 days, 8:42:23, time: 1.627, data_time: 0.016, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5978, loss_cls: 3.0172, loss: 3.0172, grad_norm: 1.7795 2021-01-21 23:40:47,408 - mmaction - INFO - Epoch [78][1300/2147] lr: 1.586e-01, eta: 7 days, 8:41:45, time: 1.551, data_time: 0.011, memory: 16628, top1_acc: 0.3455, top5_acc: 0.5924, loss_cls: 3.0444, loss: 3.0444, grad_norm: 1.7690 2021-01-21 23:41:16,031 - mmaction - INFO - Epoch [78][1320/2147] lr: 1.586e-01, eta: 7 days, 8:41:02, time: 1.442, data_time: 0.014, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5817, loss_cls: 3.0831, loss: 3.0831, grad_norm: 1.7609 2021-01-21 23:41:57,919 - mmaction - INFO - Epoch [78][1340/2147] lr: 1.586e-01, eta: 7 days, 8:40:48, time: 2.086, data_time: 0.030, memory: 16628, top1_acc: 0.3384, top5_acc: 0.5754, loss_cls: 3.0556, loss: 3.0556, grad_norm: 1.7516 2021-01-21 23:42:31,409 - mmaction - INFO - Epoch [78][1360/2147] lr: 1.586e-01, eta: 7 days, 8:40:15, time: 1.671, data_time: 0.016, memory: 16628, top1_acc: 0.3598, top5_acc: 0.5987, loss_cls: 2.9859, loss: 2.9859, grad_norm: 1.7314 2021-01-21 23:43:00,061 - mmaction - INFO - Epoch [78][1380/2147] lr: 1.586e-01, eta: 7 days, 8:39:32, time: 1.441, data_time: 0.019, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5795, loss_cls: 3.0608, loss: 3.0608, grad_norm: 1.7999 2021-01-21 23:43:28,462 - mmaction - INFO - Epoch [78][1400/2147] lr: 1.586e-01, eta: 7 days, 8:38:48, time: 1.423, data_time: 0.006, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5951, loss_cls: 3.0443, loss: 3.0443, grad_norm: 1.7857 2021-01-21 23:43:57,070 - mmaction - INFO - Epoch [78][1420/2147] lr: 1.586e-01, eta: 7 days, 8:38:04, time: 1.428, data_time: 0.014, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5741, loss_cls: 3.1072, loss: 3.1072, grad_norm: 1.7865 2021-01-21 23:44:25,757 - mmaction - INFO - Epoch [78][1440/2147] lr: 1.586e-01, eta: 7 days, 8:37:20, time: 1.437, data_time: 0.005, memory: 16628, top1_acc: 0.3415, top5_acc: 0.6000, loss_cls: 3.0300, loss: 3.0300, grad_norm: 1.7711 2021-01-21 23:44:57,203 - mmaction - INFO - Epoch [78][1460/2147] lr: 1.586e-01, eta: 7 days, 8:36:43, time: 1.567, data_time: 0.004, memory: 16628, top1_acc: 0.3500, top5_acc: 0.6009, loss_cls: 3.0045, loss: 3.0045, grad_norm: 1.7970 2021-01-21 23:45:26,591 - mmaction - INFO - Epoch [78][1480/2147] lr: 1.586e-01, eta: 7 days, 8:36:01, time: 1.467, data_time: 0.009, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5808, loss_cls: 3.0605, loss: 3.0605, grad_norm: 1.7858 2021-01-21 23:45:56,037 - mmaction - INFO - Epoch [78][1500/2147] lr: 1.586e-01, eta: 7 days, 8:35:19, time: 1.471, data_time: 0.015, memory: 16628, top1_acc: 0.3317, top5_acc: 0.5710, loss_cls: 3.1079, loss: 3.1079, grad_norm: 1.7899 2021-01-21 23:46:30,988 - mmaction - INFO - Epoch [78][1520/2147] lr: 1.586e-01, eta: 7 days, 8:34:50, time: 1.748, data_time: 0.011, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5674, loss_cls: 3.1363, loss: 3.1363, grad_norm: 1.7778 2021-01-21 23:47:02,525 - mmaction - INFO - Epoch [78][1540/2147] lr: 1.586e-01, eta: 7 days, 8:34:12, time: 1.569, data_time: 0.010, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5884, loss_cls: 3.0678, loss: 3.0678, grad_norm: 1.7290 2021-01-21 23:47:33,049 - mmaction - INFO - Epoch [78][1560/2147] lr: 1.586e-01, eta: 7 days, 8:33:33, time: 1.541, data_time: 0.022, memory: 16628, top1_acc: 0.3571, top5_acc: 0.6147, loss_cls: 2.9408, loss: 2.9408, grad_norm: 1.7782 2021-01-21 23:48:04,430 - mmaction - INFO - Epoch [78][1580/2147] lr: 1.586e-01, eta: 7 days, 8:32:56, time: 1.561, data_time: 0.004, memory: 16628, top1_acc: 0.3295, top5_acc: 0.5777, loss_cls: 3.0810, loss: 3.0810, grad_norm: 1.7826 2021-01-21 23:48:34,538 - mmaction - INFO - Epoch [78][1600/2147] lr: 1.586e-01, eta: 7 days, 8:32:16, time: 1.509, data_time: 0.015, memory: 16628, top1_acc: 0.3411, top5_acc: 0.6031, loss_cls: 2.9958, loss: 2.9958, grad_norm: 1.7804 2021-01-21 23:49:05,908 - mmaction - INFO - Epoch [78][1620/2147] lr: 1.586e-01, eta: 7 days, 8:31:38, time: 1.569, data_time: 0.006, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5978, loss_cls: 3.0016, loss: 3.0016, grad_norm: 1.7284 2021-01-21 23:49:41,874 - mmaction - INFO - Epoch [78][1640/2147] lr: 1.586e-01, eta: 7 days, 8:31:11, time: 1.789, data_time: 0.014, memory: 16628, top1_acc: 0.3317, top5_acc: 0.5795, loss_cls: 3.1077, loss: 3.1077, grad_norm: 1.7610 2021-01-21 23:50:11,815 - mmaction - INFO - Epoch [78][1660/2147] lr: 1.586e-01, eta: 7 days, 8:30:30, time: 1.505, data_time: 0.019, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5857, loss_cls: 3.0739, loss: 3.0739, grad_norm: 1.7625 2021-01-21 23:50:41,514 - mmaction - INFO - Epoch [78][1680/2147] lr: 1.586e-01, eta: 7 days, 8:29:49, time: 1.482, data_time: 0.009, memory: 16628, top1_acc: 0.3384, top5_acc: 0.5911, loss_cls: 3.0511, loss: 3.0511, grad_norm: 1.7744 2021-01-21 23:51:12,735 - mmaction - INFO - Epoch [78][1700/2147] lr: 1.586e-01, eta: 7 days, 8:29:11, time: 1.563, data_time: 0.017, memory: 16628, top1_acc: 0.3464, top5_acc: 0.5911, loss_cls: 2.9922, loss: 2.9922, grad_norm: 1.7590 2021-01-21 23:51:47,055 - mmaction - INFO - Epoch [78][1720/2147] lr: 1.586e-01, eta: 7 days, 8:28:41, time: 1.722, data_time: 0.012, memory: 16628, top1_acc: 0.3446, top5_acc: 0.6076, loss_cls: 2.9725, loss: 2.9725, grad_norm: 1.7636 2021-01-21 23:52:17,780 - mmaction - INFO - Epoch [78][1740/2147] lr: 1.586e-01, eta: 7 days, 8:28:02, time: 1.527, data_time: 0.003, memory: 16628, top1_acc: 0.3304, top5_acc: 0.6009, loss_cls: 2.9978, loss: 2.9978, grad_norm: 1.7730 2021-01-21 23:52:49,544 - mmaction - INFO - Epoch [78][1760/2147] lr: 1.586e-01, eta: 7 days, 8:27:26, time: 1.597, data_time: 0.011, memory: 16628, top1_acc: 0.3411, top5_acc: 0.5777, loss_cls: 3.0506, loss: 3.0506, grad_norm: 1.7655 2021-01-21 23:53:18,579 - mmaction - INFO - Epoch [78][1780/2147] lr: 1.586e-01, eta: 7 days, 8:26:43, time: 1.452, data_time: 0.002, memory: 16628, top1_acc: 0.3295, top5_acc: 0.5821, loss_cls: 3.0859, loss: 3.0859, grad_norm: 1.7374 2021-01-21 23:53:49,362 - mmaction - INFO - Epoch [78][1800/2147] lr: 1.586e-01, eta: 7 days, 8:26:04, time: 1.531, data_time: 0.006, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5844, loss_cls: 3.0729, loss: 3.0729, grad_norm: 1.7848 2021-01-21 23:54:24,198 - mmaction - INFO - Epoch [78][1820/2147] lr: 1.586e-01, eta: 7 days, 8:25:34, time: 1.736, data_time: 0.014, memory: 16628, top1_acc: 0.3420, top5_acc: 0.5915, loss_cls: 3.0317, loss: 3.0317, grad_norm: 1.7456 2021-01-21 23:54:53,095 - mmaction - INFO - Epoch [78][1840/2147] lr: 1.586e-01, eta: 7 days, 8:24:51, time: 1.457, data_time: 0.030, memory: 16628, top1_acc: 0.3384, top5_acc: 0.5723, loss_cls: 3.0610, loss: 3.0610, grad_norm: 1.7933 2021-01-21 23:55:25,646 - mmaction - INFO - Epoch [78][1860/2147] lr: 1.586e-01, eta: 7 days, 8:24:17, time: 1.628, data_time: 0.006, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5750, loss_cls: 3.1194, loss: 3.1194, grad_norm: 1.7690 2021-01-21 23:56:02,991 - mmaction - INFO - Epoch [78][1880/2147] lr: 1.586e-01, eta: 7 days, 8:23:53, time: 1.865, data_time: 0.005, memory: 16628, top1_acc: 0.3397, top5_acc: 0.5817, loss_cls: 3.0599, loss: 3.0599, grad_norm: 1.7473 2021-01-21 23:56:35,552 - mmaction - INFO - Epoch [78][1900/2147] lr: 1.586e-01, eta: 7 days, 8:23:18, time: 1.625, data_time: 0.008, memory: 16628, top1_acc: 0.3397, top5_acc: 0.5844, loss_cls: 3.0469, loss: 3.0469, grad_norm: 1.7396 2021-01-21 23:57:04,922 - mmaction - INFO - Epoch [78][1920/2147] lr: 1.586e-01, eta: 7 days, 8:22:36, time: 1.475, data_time: 0.011, memory: 16628, top1_acc: 0.3500, top5_acc: 0.6018, loss_cls: 2.9946, loss: 2.9946, grad_norm: 1.7418 2021-01-21 23:57:33,975 - mmaction - INFO - Epoch [78][1940/2147] lr: 1.586e-01, eta: 7 days, 8:21:53, time: 1.446, data_time: 0.003, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5844, loss_cls: 3.0832, loss: 3.0832, grad_norm: 1.7900 2021-01-21 23:58:02,215 - mmaction - INFO - Epoch [78][1960/2147] lr: 1.586e-01, eta: 7 days, 8:21:09, time: 1.418, data_time: 0.011, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5607, loss_cls: 3.1354, loss: 3.1354, grad_norm: 1.7870 2021-01-21 23:58:31,508 - mmaction - INFO - Epoch [78][1980/2147] lr: 1.586e-01, eta: 7 days, 8:20:27, time: 1.461, data_time: 0.006, memory: 16628, top1_acc: 0.3366, top5_acc: 0.5897, loss_cls: 3.0554, loss: 3.0554, grad_norm: 1.7798 2021-01-21 23:59:00,590 - mmaction - INFO - Epoch [78][2000/2147] lr: 1.586e-01, eta: 7 days, 8:19:44, time: 1.458, data_time: 0.006, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5866, loss_cls: 3.0907, loss: 3.0907, grad_norm: 1.8019 2021-01-21 23:59:33,509 - mmaction - INFO - Epoch [78][2020/2147] lr: 1.586e-01, eta: 7 days, 8:19:10, time: 1.640, data_time: 0.008, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5924, loss_cls: 3.0163, loss: 3.0163, grad_norm: 1.7766 2021-01-22 00:00:04,320 - mmaction - INFO - Epoch [78][2040/2147] lr: 1.586e-01, eta: 7 days, 8:18:31, time: 1.535, data_time: 0.008, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5732, loss_cls: 3.1341, loss: 3.1341, grad_norm: 1.7464 2021-01-22 00:00:46,158 - mmaction - INFO - Epoch [78][2060/2147] lr: 1.586e-01, eta: 7 days, 8:18:18, time: 2.094, data_time: 0.024, memory: 16628, top1_acc: 0.3250, top5_acc: 0.5804, loss_cls: 3.0584, loss: 3.0584, grad_norm: 1.7723 2021-01-22 00:01:14,816 - mmaction - INFO - Epoch [78][2080/2147] lr: 1.586e-01, eta: 7 days, 8:17:35, time: 1.441, data_time: 0.018, memory: 16628, top1_acc: 0.3371, top5_acc: 0.5866, loss_cls: 3.0487, loss: 3.0487, grad_norm: 1.7870 2021-01-22 00:01:46,601 - mmaction - INFO - Epoch [78][2100/2147] lr: 1.586e-01, eta: 7 days, 8:16:58, time: 1.589, data_time: 0.006, memory: 16628, top1_acc: 0.3344, top5_acc: 0.5763, loss_cls: 3.0965, loss: 3.0965, grad_norm: 1.7472 2021-01-22 00:02:15,808 - mmaction - INFO - Epoch [78][2120/2147] lr: 1.586e-01, eta: 7 days, 8:16:16, time: 1.460, data_time: 0.008, memory: 16628, top1_acc: 0.3281, top5_acc: 0.5853, loss_cls: 3.0894, loss: 3.0894, grad_norm: 1.7409 2021-01-22 00:02:45,009 - mmaction - INFO - Epoch [78][2140/2147] lr: 1.586e-01, eta: 7 days, 8:15:33, time: 1.458, data_time: 0.014, memory: 16628, top1_acc: 0.3317, top5_acc: 0.5830, loss_cls: 3.0498, loss: 3.0498, grad_norm: 1.7651 2021-01-22 00:08:58,200 - mmaction - INFO - Epoch [79][20/2147] lr: 1.576e-01, eta: 7 days, 8:26:08, time: 17.142, data_time: 15.407, memory: 16628, top1_acc: 0.3397, top5_acc: 0.5906, loss_cls: 3.0287, loss: 3.0287, grad_norm: 1.7483 2021-01-22 00:09:27,343 - mmaction - INFO - Epoch [79][40/2147] lr: 1.576e-01, eta: 7 days, 8:25:26, time: 1.464, data_time: 0.013, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5951, loss_cls: 3.0086, loss: 3.0086, grad_norm: 1.7733 2021-01-22 00:09:55,672 - mmaction - INFO - Epoch [79][60/2147] lr: 1.576e-01, eta: 7 days, 8:24:42, time: 1.417, data_time: 0.005, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5710, loss_cls: 3.1124, loss: 3.1124, grad_norm: 1.8134 2021-01-22 00:10:25,170 - mmaction - INFO - Epoch [79][80/2147] lr: 1.576e-01, eta: 7 days, 8:24:00, time: 1.474, data_time: 0.005, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5906, loss_cls: 3.0632, loss: 3.0632, grad_norm: 1.8020 2021-01-22 00:10:54,547 - mmaction - INFO - Epoch [79][100/2147] lr: 1.576e-01, eta: 7 days, 8:23:17, time: 1.462, data_time: 0.004, memory: 16628, top1_acc: 0.3455, top5_acc: 0.5933, loss_cls: 3.0134, loss: 3.0134, grad_norm: 1.7408 2021-01-22 00:11:23,416 - mmaction - INFO - Epoch [79][120/2147] lr: 1.576e-01, eta: 7 days, 8:22:35, time: 1.451, data_time: 0.024, memory: 16628, top1_acc: 0.3420, top5_acc: 0.5924, loss_cls: 3.0044, loss: 3.0044, grad_norm: 1.7769 2021-01-22 00:11:56,153 - mmaction - INFO - Epoch [79][140/2147] lr: 1.576e-01, eta: 7 days, 8:22:00, time: 1.635, data_time: 0.006, memory: 16628, top1_acc: 0.3464, top5_acc: 0.6089, loss_cls: 2.9655, loss: 2.9655, grad_norm: 1.7881 2021-01-22 00:12:28,576 - mmaction - INFO - Epoch [79][160/2147] lr: 1.576e-01, eta: 7 days, 8:21:25, time: 1.622, data_time: 0.008, memory: 16628, top1_acc: 0.3366, top5_acc: 0.5955, loss_cls: 3.0215, loss: 3.0215, grad_norm: 1.8022 2021-01-22 00:13:02,498 - mmaction - INFO - Epoch [79][180/2147] lr: 1.576e-01, eta: 7 days, 8:20:53, time: 1.695, data_time: 0.004, memory: 16628, top1_acc: 0.3491, top5_acc: 0.6067, loss_cls: 2.9631, loss: 2.9631, grad_norm: 1.7910 2021-01-22 00:13:33,073 - mmaction - INFO - Epoch [79][200/2147] lr: 1.576e-01, eta: 7 days, 8:20:14, time: 1.531, data_time: 0.007, memory: 16628, top1_acc: 0.3531, top5_acc: 0.6013, loss_cls: 2.9543, loss: 2.9543, grad_norm: 1.8218 2021-01-22 00:14:05,474 - mmaction - INFO - Epoch [79][220/2147] lr: 1.576e-01, eta: 7 days, 8:19:39, time: 1.620, data_time: 0.003, memory: 16628, top1_acc: 0.3384, top5_acc: 0.5772, loss_cls: 3.0954, loss: 3.0954, grad_norm: 1.8438 2021-01-22 00:14:34,587 - mmaction - INFO - Epoch [79][240/2147] lr: 1.576e-01, eta: 7 days, 8:18:56, time: 1.452, data_time: 0.007, memory: 16628, top1_acc: 0.3513, top5_acc: 0.6071, loss_cls: 2.9548, loss: 2.9548, grad_norm: 1.8246 2021-01-22 00:15:06,081 - mmaction - INFO - Epoch [79][260/2147] lr: 1.576e-01, eta: 7 days, 8:18:19, time: 1.572, data_time: 0.010, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5759, loss_cls: 3.0694, loss: 3.0694, grad_norm: 1.7944 2021-01-22 00:15:37,915 - mmaction - INFO - Epoch [79][280/2147] lr: 1.576e-01, eta: 7 days, 8:17:43, time: 1.594, data_time: 0.009, memory: 16628, top1_acc: 0.3433, top5_acc: 0.5920, loss_cls: 3.0240, loss: 3.0240, grad_norm: 1.7624 2021-01-22 00:16:07,991 - mmaction - INFO - Epoch [79][300/2147] lr: 1.576e-01, eta: 7 days, 8:17:02, time: 1.504, data_time: 0.008, memory: 16628, top1_acc: 0.3371, top5_acc: 0.5853, loss_cls: 3.0482, loss: 3.0482, grad_norm: 1.7820 2021-01-22 00:16:41,404 - mmaction - INFO - Epoch [79][320/2147] lr: 1.576e-01, eta: 7 days, 8:16:29, time: 1.673, data_time: 0.014, memory: 16628, top1_acc: 0.3478, top5_acc: 0.5991, loss_cls: 2.9769, loss: 2.9769, grad_norm: 1.7887 2021-01-22 00:17:12,390 - mmaction - INFO - Epoch [79][340/2147] lr: 1.576e-01, eta: 7 days, 8:15:49, time: 1.512, data_time: 0.004, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5982, loss_cls: 3.0371, loss: 3.0371, grad_norm: 1.8604 2021-01-22 00:17:40,967 - mmaction - INFO - Epoch [79][360/2147] lr: 1.576e-01, eta: 7 days, 8:15:07, time: 1.466, data_time: 0.043, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5781, loss_cls: 3.0686, loss: 3.0686, grad_norm: 1.8222 2021-01-22 00:18:17,289 - mmaction - INFO - Epoch [79][380/2147] lr: 1.576e-01, eta: 7 days, 8:14:41, time: 1.816, data_time: 0.007, memory: 16628, top1_acc: 0.3442, top5_acc: 0.5964, loss_cls: 3.0260, loss: 3.0260, grad_norm: 1.7857 2021-01-22 00:18:47,056 - mmaction - INFO - Epoch [79][400/2147] lr: 1.576e-01, eta: 7 days, 8:14:00, time: 1.489, data_time: 0.009, memory: 16628, top1_acc: 0.3317, top5_acc: 0.5964, loss_cls: 3.0263, loss: 3.0263, grad_norm: 1.7654 2021-01-22 00:19:15,811 - mmaction - INFO - Epoch [79][420/2147] lr: 1.576e-01, eta: 7 days, 8:13:16, time: 1.440, data_time: 0.004, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5964, loss_cls: 3.0068, loss: 3.0068, grad_norm: 1.7950 2021-01-22 00:19:44,307 - mmaction - INFO - Epoch [79][440/2147] lr: 1.576e-01, eta: 7 days, 8:12:32, time: 1.425, data_time: 0.003, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5701, loss_cls: 3.1471, loss: 3.1471, grad_norm: 1.7837 2021-01-22 00:20:16,308 - mmaction - INFO - Epoch [79][460/2147] lr: 1.576e-01, eta: 7 days, 8:11:56, time: 1.590, data_time: 0.002, memory: 16628, top1_acc: 0.3371, top5_acc: 0.5973, loss_cls: 3.0013, loss: 3.0013, grad_norm: 1.7484 2021-01-22 00:20:48,568 - mmaction - INFO - Epoch [79][480/2147] lr: 1.576e-01, eta: 7 days, 8:11:20, time: 1.604, data_time: 0.015, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5679, loss_cls: 3.1227, loss: 3.1227, grad_norm: 1.7885 2021-01-22 00:21:18,841 - mmaction - INFO - Epoch [79][500/2147] lr: 1.576e-01, eta: 7 days, 8:10:41, time: 1.532, data_time: 0.024, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5955, loss_cls: 3.0210, loss: 3.0210, grad_norm: 1.7615 2021-01-22 00:21:56,260 - mmaction - INFO - Epoch [79][520/2147] lr: 1.576e-01, eta: 7 days, 8:10:17, time: 1.865, data_time: 0.005, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5911, loss_cls: 3.0714, loss: 3.0714, grad_norm: 1.7860 2021-01-22 00:22:30,639 - mmaction - INFO - Epoch [79][540/2147] lr: 1.576e-01, eta: 7 days, 8:09:45, time: 1.690, data_time: 0.015, memory: 16628, top1_acc: 0.3451, top5_acc: 0.6103, loss_cls: 2.9306, loss: 2.9306, grad_norm: 1.7468 2021-01-22 00:22:59,172 - mmaction - INFO - Epoch [79][560/2147] lr: 1.576e-01, eta: 7 days, 8:09:03, time: 1.461, data_time: 0.043, memory: 16628, top1_acc: 0.3402, top5_acc: 0.6040, loss_cls: 2.9878, loss: 2.9878, grad_norm: 1.7874 2021-01-22 00:23:27,797 - mmaction - INFO - Epoch [79][580/2147] lr: 1.576e-01, eta: 7 days, 8:08:19, time: 1.429, data_time: 0.007, memory: 16628, top1_acc: 0.3509, top5_acc: 0.6116, loss_cls: 2.9495, loss: 2.9495, grad_norm: 1.8044 2021-01-22 00:23:56,908 - mmaction - INFO - Epoch [79][600/2147] lr: 1.576e-01, eta: 7 days, 8:07:36, time: 1.459, data_time: 0.014, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5875, loss_cls: 3.0517, loss: 3.0517, grad_norm: 1.8236 2021-01-22 00:24:27,654 - mmaction - INFO - Epoch [79][620/2147] lr: 1.576e-01, eta: 7 days, 8:06:57, time: 1.537, data_time: 0.003, memory: 16628, top1_acc: 0.3397, top5_acc: 0.6004, loss_cls: 2.9828, loss: 2.9828, grad_norm: 1.7756 2021-01-22 00:25:03,080 - mmaction - INFO - Epoch [79][640/2147] lr: 1.576e-01, eta: 7 days, 8:06:29, time: 1.756, data_time: 0.007, memory: 16628, top1_acc: 0.3121, top5_acc: 0.5844, loss_cls: 3.0849, loss: 3.0849, grad_norm: 1.7957 2021-01-22 00:25:31,855 - mmaction - INFO - Epoch [79][660/2147] lr: 1.576e-01, eta: 7 days, 8:05:45, time: 1.445, data_time: 0.020, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5835, loss_cls: 3.0601, loss: 3.0601, grad_norm: 1.7953 2021-01-22 00:26:06,056 - mmaction - INFO - Epoch [79][680/2147] lr: 1.576e-01, eta: 7 days, 8:05:15, time: 1.715, data_time: 0.015, memory: 16628, top1_acc: 0.3384, top5_acc: 0.6156, loss_cls: 2.9635, loss: 2.9635, grad_norm: 1.7476 2021-01-22 00:26:35,636 - mmaction - INFO - Epoch [79][700/2147] lr: 1.576e-01, eta: 7 days, 8:04:33, time: 1.478, data_time: 0.007, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5804, loss_cls: 3.0458, loss: 3.0458, grad_norm: 1.7781 2021-01-22 00:27:15,561 - mmaction - INFO - Epoch [79][720/2147] lr: 1.576e-01, eta: 7 days, 8:04:15, time: 1.993, data_time: 0.009, memory: 16628, top1_acc: 0.3451, top5_acc: 0.5817, loss_cls: 3.0692, loss: 3.0692, grad_norm: 1.7744 2021-01-22 00:27:46,717 - mmaction - INFO - Epoch [79][740/2147] lr: 1.576e-01, eta: 7 days, 8:03:37, time: 1.549, data_time: 0.019, memory: 16628, top1_acc: 0.3402, top5_acc: 0.5973, loss_cls: 2.9783, loss: 2.9783, grad_norm: 1.7367 2021-01-22 00:28:15,347 - mmaction - INFO - Epoch [79][760/2147] lr: 1.576e-01, eta: 7 days, 8:02:54, time: 1.449, data_time: 0.020, memory: 16628, top1_acc: 0.3379, top5_acc: 0.5946, loss_cls: 3.0066, loss: 3.0066, grad_norm: 1.7873 2021-01-22 00:28:48,691 - mmaction - INFO - Epoch [79][780/2147] lr: 1.576e-01, eta: 7 days, 8:02:21, time: 1.667, data_time: 0.002, memory: 16628, top1_acc: 0.3442, top5_acc: 0.5821, loss_cls: 3.0379, loss: 3.0379, grad_norm: 1.7515 2021-01-22 00:29:19,813 - mmaction - INFO - Epoch [79][800/2147] lr: 1.576e-01, eta: 7 days, 8:01:43, time: 1.553, data_time: 0.003, memory: 16628, top1_acc: 0.3442, top5_acc: 0.5911, loss_cls: 3.0403, loss: 3.0403, grad_norm: 1.7833 2021-01-22 00:29:49,285 - mmaction - INFO - Epoch [79][820/2147] lr: 1.576e-01, eta: 7 days, 8:01:00, time: 1.465, data_time: 0.005, memory: 16628, top1_acc: 0.3656, top5_acc: 0.6076, loss_cls: 2.9491, loss: 2.9491, grad_norm: 1.7822 2021-01-22 00:30:22,238 - mmaction - INFO - Epoch [79][840/2147] lr: 1.576e-01, eta: 7 days, 8:00:27, time: 1.653, data_time: 0.016, memory: 16628, top1_acc: 0.3366, top5_acc: 0.5902, loss_cls: 3.0261, loss: 3.0261, grad_norm: 1.7648 2021-01-22 00:30:53,087 - mmaction - INFO - Epoch [79][860/2147] lr: 1.576e-01, eta: 7 days, 7:59:48, time: 1.541, data_time: 0.007, memory: 16628, top1_acc: 0.3420, top5_acc: 0.6027, loss_cls: 3.0313, loss: 3.0313, grad_norm: 1.8268 2021-01-22 00:31:21,701 - mmaction - INFO - Epoch [79][880/2147] lr: 1.576e-01, eta: 7 days, 7:59:05, time: 1.438, data_time: 0.018, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5906, loss_cls: 3.0746, loss: 3.0746, grad_norm: 1.8101 2021-01-22 00:31:53,943 - mmaction - INFO - Epoch [79][900/2147] lr: 1.576e-01, eta: 7 days, 7:58:29, time: 1.610, data_time: 0.002, memory: 16628, top1_acc: 0.3487, top5_acc: 0.6040, loss_cls: 2.9792, loss: 2.9792, grad_norm: 1.7548 2021-01-22 00:32:23,567 - mmaction - INFO - Epoch [79][920/2147] lr: 1.576e-01, eta: 7 days, 7:57:48, time: 1.480, data_time: 0.007, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5853, loss_cls: 3.1037, loss: 3.1037, grad_norm: 1.8119 2021-01-22 00:32:52,114 - mmaction - INFO - Epoch [79][940/2147] lr: 1.576e-01, eta: 7 days, 7:57:04, time: 1.429, data_time: 0.005, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5817, loss_cls: 3.0654, loss: 3.0654, grad_norm: 1.7747 2021-01-22 00:33:24,651 - mmaction - INFO - Epoch [79][960/2147] lr: 1.576e-01, eta: 7 days, 7:56:29, time: 1.621, data_time: 0.004, memory: 16628, top1_acc: 0.3598, top5_acc: 0.6116, loss_cls: 2.9308, loss: 2.9308, grad_norm: 1.7794 2021-01-22 00:33:55,362 - mmaction - INFO - Epoch [79][980/2147] lr: 1.576e-01, eta: 7 days, 7:55:50, time: 1.538, data_time: 0.014, memory: 16628, top1_acc: 0.3482, top5_acc: 0.5835, loss_cls: 3.0292, loss: 3.0292, grad_norm: 1.7948 2021-01-22 00:34:24,587 - mmaction - INFO - Epoch [79][1000/2147] lr: 1.576e-01, eta: 7 days, 7:55:08, time: 1.461, data_time: 0.006, memory: 16628, top1_acc: 0.3429, top5_acc: 0.5946, loss_cls: 3.0138, loss: 3.0138, grad_norm: 1.7554 2021-01-22 00:34:56,654 - mmaction - INFO - Epoch [79][1020/2147] lr: 1.576e-01, eta: 7 days, 7:54:32, time: 1.602, data_time: 0.007, memory: 16628, top1_acc: 0.3402, top5_acc: 0.5946, loss_cls: 2.9931, loss: 2.9931, grad_norm: 1.7294 2021-01-22 00:35:32,052 - mmaction - INFO - Epoch [79][1040/2147] lr: 1.576e-01, eta: 7 days, 7:54:04, time: 1.770, data_time: 0.009, memory: 16628, top1_acc: 0.3420, top5_acc: 0.5687, loss_cls: 3.0809, loss: 3.0809, grad_norm: 1.7500 2021-01-22 00:36:02,268 - mmaction - INFO - Epoch [79][1060/2147] lr: 1.576e-01, eta: 7 days, 7:53:24, time: 1.511, data_time: 0.007, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5844, loss_cls: 3.0065, loss: 3.0065, grad_norm: 1.7654 2021-01-22 00:36:35,135 - mmaction - INFO - Epoch [79][1080/2147] lr: 1.576e-01, eta: 7 days, 7:52:50, time: 1.645, data_time: 0.008, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5879, loss_cls: 3.0630, loss: 3.0630, grad_norm: 1.7874 2021-01-22 00:37:09,838 - mmaction - INFO - Epoch [79][1100/2147] lr: 1.576e-01, eta: 7 days, 7:52:20, time: 1.736, data_time: 0.075, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5920, loss_cls: 3.0332, loss: 3.0332, grad_norm: 1.7861 2021-01-22 00:37:38,999 - mmaction - INFO - Epoch [79][1120/2147] lr: 1.576e-01, eta: 7 days, 7:51:37, time: 1.459, data_time: 0.007, memory: 16628, top1_acc: 0.3299, top5_acc: 0.5911, loss_cls: 3.0528, loss: 3.0528, grad_norm: 1.7940 2021-01-22 00:38:11,855 - mmaction - INFO - Epoch [79][1140/2147] lr: 1.576e-01, eta: 7 days, 7:51:03, time: 1.637, data_time: 0.003, memory: 16628, top1_acc: 0.3500, top5_acc: 0.5960, loss_cls: 2.9828, loss: 2.9828, grad_norm: 1.7603 2021-01-22 00:38:44,853 - mmaction - INFO - Epoch [79][1160/2147] lr: 1.576e-01, eta: 7 days, 7:50:29, time: 1.642, data_time: 0.009, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5920, loss_cls: 3.0560, loss: 3.0560, grad_norm: 1.8136 2021-01-22 00:39:19,372 - mmaction - INFO - Epoch [79][1180/2147] lr: 1.576e-01, eta: 7 days, 7:49:59, time: 1.741, data_time: 0.020, memory: 16628, top1_acc: 0.3344, top5_acc: 0.6040, loss_cls: 2.9776, loss: 2.9776, grad_norm: 1.8152 2021-01-22 00:39:48,486 - mmaction - INFO - Epoch [79][1200/2147] lr: 1.576e-01, eta: 7 days, 7:49:17, time: 1.455, data_time: 0.004, memory: 16628, top1_acc: 0.3357, top5_acc: 0.5795, loss_cls: 3.0935, loss: 3.0935, grad_norm: 1.8460 2021-01-22 00:40:17,672 - mmaction - INFO - Epoch [79][1220/2147] lr: 1.576e-01, eta: 7 days, 7:48:34, time: 1.457, data_time: 0.003, memory: 16628, top1_acc: 0.3424, top5_acc: 0.5871, loss_cls: 3.0128, loss: 3.0128, grad_norm: 1.7929 2021-01-22 00:40:46,713 - mmaction - INFO - Epoch [79][1240/2147] lr: 1.576e-01, eta: 7 days, 7:47:51, time: 1.449, data_time: 0.004, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5875, loss_cls: 2.9973, loss: 2.9973, grad_norm: 1.8059 2021-01-22 00:41:19,908 - mmaction - INFO - Epoch [79][1260/2147] lr: 1.576e-01, eta: 7 days, 7:47:18, time: 1.658, data_time: 0.009, memory: 16628, top1_acc: 0.3388, top5_acc: 0.5808, loss_cls: 3.0805, loss: 3.0805, grad_norm: 1.8017 2021-01-22 00:41:52,020 - mmaction - INFO - Epoch [79][1280/2147] lr: 1.576e-01, eta: 7 days, 7:46:42, time: 1.607, data_time: 0.015, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5728, loss_cls: 3.1112, loss: 3.1112, grad_norm: 1.7795 2021-01-22 00:42:22,569 - mmaction - INFO - Epoch [79][1300/2147] lr: 1.576e-01, eta: 7 days, 7:46:03, time: 1.534, data_time: 0.010, memory: 16628, top1_acc: 0.3415, top5_acc: 0.6089, loss_cls: 2.9910, loss: 2.9910, grad_norm: 1.8124 2021-01-22 00:42:52,504 - mmaction - INFO - Epoch [79][1320/2147] lr: 1.576e-01, eta: 7 days, 7:45:22, time: 1.491, data_time: 0.002, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5942, loss_cls: 3.0103, loss: 3.0103, grad_norm: 1.7719 2021-01-22 00:43:21,377 - mmaction - INFO - Epoch [79][1340/2147] lr: 1.576e-01, eta: 7 days, 7:44:40, time: 1.449, data_time: 0.009, memory: 16628, top1_acc: 0.3366, top5_acc: 0.5920, loss_cls: 2.9921, loss: 2.9921, grad_norm: 1.7776 2021-01-22 00:43:52,408 - mmaction - INFO - Epoch [79][1360/2147] lr: 1.576e-01, eta: 7 days, 7:44:01, time: 1.551, data_time: 0.009, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5911, loss_cls: 3.0793, loss: 3.0793, grad_norm: 1.7962 2021-01-22 00:44:21,176 - mmaction - INFO - Epoch [79][1380/2147] lr: 1.576e-01, eta: 7 days, 7:43:18, time: 1.436, data_time: 0.006, memory: 16628, top1_acc: 0.3371, top5_acc: 0.5933, loss_cls: 2.9701, loss: 2.9701, grad_norm: 1.7957 2021-01-22 00:44:51,111 - mmaction - INFO - Epoch [79][1400/2147] lr: 1.576e-01, eta: 7 days, 7:42:37, time: 1.491, data_time: 0.010, memory: 16628, top1_acc: 0.3321, top5_acc: 0.5871, loss_cls: 3.0732, loss: 3.0732, grad_norm: 1.8658 2021-01-22 00:45:29,168 - mmaction - INFO - Epoch [79][1420/2147] lr: 1.576e-01, eta: 7 days, 7:42:15, time: 1.903, data_time: 0.012, memory: 16628, top1_acc: 0.3478, top5_acc: 0.6054, loss_cls: 3.0057, loss: 3.0057, grad_norm: 1.7720 2021-01-22 00:46:03,082 - mmaction - INFO - Epoch [79][1440/2147] lr: 1.576e-01, eta: 7 days, 7:41:43, time: 1.702, data_time: 0.024, memory: 16628, top1_acc: 0.3299, top5_acc: 0.5808, loss_cls: 3.0628, loss: 3.0628, grad_norm: 1.7981 2021-01-22 00:46:34,325 - mmaction - INFO - Epoch [79][1460/2147] lr: 1.576e-01, eta: 7 days, 7:41:03, time: 1.501, data_time: 0.010, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5897, loss_cls: 3.0549, loss: 3.0549, grad_norm: 1.7533 2021-01-22 00:47:10,192 - mmaction - INFO - Epoch [79][1480/2147] lr: 1.576e-01, eta: 7 days, 7:40:38, time: 1.846, data_time: 0.076, memory: 16628, top1_acc: 0.3397, top5_acc: 0.5920, loss_cls: 3.0175, loss: 3.0175, grad_norm: 1.7824 2021-01-22 00:47:44,826 - mmaction - INFO - Epoch [79][1500/2147] lr: 1.576e-01, eta: 7 days, 7:40:08, time: 1.741, data_time: 0.022, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5866, loss_cls: 3.0548, loss: 3.0548, grad_norm: 1.7763 2021-01-22 00:48:15,755 - mmaction - INFO - Epoch [79][1520/2147] lr: 1.576e-01, eta: 7 days, 7:39:30, time: 1.547, data_time: 0.006, memory: 16628, top1_acc: 0.3384, top5_acc: 0.5888, loss_cls: 3.0176, loss: 3.0176, grad_norm: 1.7808 2021-01-22 00:48:46,488 - mmaction - INFO - Epoch [79][1540/2147] lr: 1.576e-01, eta: 7 days, 7:38:51, time: 1.531, data_time: 0.006, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5862, loss_cls: 3.0682, loss: 3.0682, grad_norm: 1.7661 2021-01-22 00:49:16,076 - mmaction - INFO - Epoch [79][1560/2147] lr: 1.576e-01, eta: 7 days, 7:38:10, time: 1.481, data_time: 0.017, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5710, loss_cls: 3.1150, loss: 3.1150, grad_norm: 1.7582 2021-01-22 00:49:45,941 - mmaction - INFO - Epoch [79][1580/2147] lr: 1.576e-01, eta: 7 days, 7:37:28, time: 1.486, data_time: 0.009, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5884, loss_cls: 3.0319, loss: 3.0319, grad_norm: 1.7709 2021-01-22 00:50:14,519 - mmaction - INFO - Epoch [79][1600/2147] lr: 1.576e-01, eta: 7 days, 7:36:45, time: 1.442, data_time: 0.017, memory: 16628, top1_acc: 0.3540, top5_acc: 0.6045, loss_cls: 2.9718, loss: 2.9718, grad_norm: 1.7359 2021-01-22 00:50:45,344 - mmaction - INFO - Epoch [79][1620/2147] lr: 1.576e-01, eta: 7 days, 7:36:07, time: 1.539, data_time: 0.002, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5866, loss_cls: 3.0162, loss: 3.0162, grad_norm: 1.8002 2021-01-22 00:51:13,773 - mmaction - INFO - Epoch [79][1640/2147] lr: 1.576e-01, eta: 7 days, 7:35:23, time: 1.424, data_time: 0.005, memory: 16628, top1_acc: 0.3433, top5_acc: 0.5902, loss_cls: 3.0291, loss: 3.0291, grad_norm: 1.7885 2021-01-22 00:51:45,987 - mmaction - INFO - Epoch [79][1660/2147] lr: 1.576e-01, eta: 7 days, 7:34:46, time: 1.584, data_time: 0.003, memory: 16628, top1_acc: 0.3299, top5_acc: 0.5808, loss_cls: 3.0614, loss: 3.0614, grad_norm: 1.7801 2021-01-22 00:52:18,376 - mmaction - INFO - Epoch [79][1680/2147] lr: 1.576e-01, eta: 7 days, 7:34:12, time: 1.644, data_time: 0.032, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5871, loss_cls: 3.0767, loss: 3.0767, grad_norm: 1.7808 2021-01-22 00:52:50,109 - mmaction - INFO - Epoch [79][1700/2147] lr: 1.576e-01, eta: 7 days, 7:33:35, time: 1.582, data_time: 0.007, memory: 16628, top1_acc: 0.3464, top5_acc: 0.5830, loss_cls: 2.9960, loss: 2.9960, grad_norm: 1.7869 2021-01-22 00:53:22,028 - mmaction - INFO - Epoch [79][1720/2147] lr: 1.576e-01, eta: 7 days, 7:32:59, time: 1.595, data_time: 0.008, memory: 16628, top1_acc: 0.3366, top5_acc: 0.5924, loss_cls: 3.0438, loss: 3.0438, grad_norm: 1.8045 2021-01-22 00:53:50,562 - mmaction - INFO - Epoch [79][1740/2147] lr: 1.576e-01, eta: 7 days, 7:32:16, time: 1.433, data_time: 0.017, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5875, loss_cls: 3.0582, loss: 3.0582, grad_norm: 1.7817 2021-01-22 00:54:22,804 - mmaction - INFO - Epoch [79][1760/2147] lr: 1.576e-01, eta: 7 days, 7:31:40, time: 1.607, data_time: 0.003, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5929, loss_cls: 3.0522, loss: 3.0522, grad_norm: 1.8134 2021-01-22 00:54:56,565 - mmaction - INFO - Epoch [79][1780/2147] lr: 1.576e-01, eta: 7 days, 7:31:08, time: 1.683, data_time: 0.010, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5777, loss_cls: 3.0945, loss: 3.0945, grad_norm: 1.7880 2021-01-22 00:55:26,782 - mmaction - INFO - Epoch [79][1800/2147] lr: 1.576e-01, eta: 7 days, 7:30:28, time: 1.517, data_time: 0.021, memory: 16628, top1_acc: 0.3402, top5_acc: 0.6027, loss_cls: 2.9907, loss: 2.9907, grad_norm: 1.7703 2021-01-22 00:55:55,202 - mmaction - INFO - Epoch [79][1820/2147] lr: 1.576e-01, eta: 7 days, 7:29:44, time: 1.427, data_time: 0.009, memory: 16628, top1_acc: 0.3491, top5_acc: 0.6058, loss_cls: 2.9769, loss: 2.9769, grad_norm: 1.7481 2021-01-22 00:56:28,251 - mmaction - INFO - Epoch [79][1840/2147] lr: 1.576e-01, eta: 7 days, 7:29:10, time: 1.647, data_time: 0.002, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5746, loss_cls: 3.0572, loss: 3.0572, grad_norm: 1.8063 2021-01-22 00:57:12,745 - mmaction - INFO - Epoch [79][1860/2147] lr: 1.576e-01, eta: 7 days, 7:29:02, time: 2.214, data_time: 0.012, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5866, loss_cls: 3.0494, loss: 3.0494, grad_norm: 1.8011 2021-01-22 00:57:41,249 - mmaction - INFO - Epoch [79][1880/2147] lr: 1.576e-01, eta: 7 days, 7:28:19, time: 1.438, data_time: 0.027, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5982, loss_cls: 3.0438, loss: 3.0438, grad_norm: 1.7908 2021-01-22 00:58:17,614 - mmaction - INFO - Epoch [79][1900/2147] lr: 1.576e-01, eta: 7 days, 7:27:53, time: 1.818, data_time: 0.014, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5906, loss_cls: 3.0178, loss: 3.0178, grad_norm: 1.7782 2021-01-22 00:58:46,664 - mmaction - INFO - Epoch [79][1920/2147] lr: 1.576e-01, eta: 7 days, 7:27:10, time: 1.453, data_time: 0.008, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5826, loss_cls: 3.0913, loss: 3.0913, grad_norm: 1.7836 2021-01-22 00:59:16,261 - mmaction - INFO - Epoch [79][1940/2147] lr: 1.576e-01, eta: 7 days, 7:26:29, time: 1.482, data_time: 0.006, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5661, loss_cls: 3.1284, loss: 3.1284, grad_norm: 1.7676 2021-01-22 00:59:58,716 - mmaction - INFO - Epoch [79][1960/2147] lr: 1.576e-01, eta: 7 days, 7:26:16, time: 2.113, data_time: 0.003, memory: 16628, top1_acc: 0.3366, top5_acc: 0.5929, loss_cls: 3.0730, loss: 3.0730, grad_norm: 1.7928 2021-01-22 01:00:27,657 - mmaction - INFO - Epoch [79][1980/2147] lr: 1.576e-01, eta: 7 days, 7:25:33, time: 1.457, data_time: 0.023, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5857, loss_cls: 3.0297, loss: 3.0297, grad_norm: 1.7410 2021-01-22 01:00:58,473 - mmaction - INFO - Epoch [79][2000/2147] lr: 1.576e-01, eta: 7 days, 7:24:55, time: 1.540, data_time: 0.003, memory: 16628, top1_acc: 0.3491, top5_acc: 0.6094, loss_cls: 3.0076, loss: 3.0076, grad_norm: 1.7499 2021-01-22 01:01:34,791 - mmaction - INFO - Epoch [79][2020/2147] lr: 1.576e-01, eta: 7 days, 7:24:28, time: 1.812, data_time: 0.003, memory: 16628, top1_acc: 0.3411, top5_acc: 0.5924, loss_cls: 3.0044, loss: 3.0044, grad_norm: 1.7558 2021-01-22 01:02:12,916 - mmaction - INFO - Epoch [79][2040/2147] lr: 1.576e-01, eta: 7 days, 7:24:06, time: 1.905, data_time: 0.030, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5772, loss_cls: 3.1108, loss: 3.1108, grad_norm: 1.7608 2021-01-22 01:02:43,951 - mmaction - INFO - Epoch [79][2060/2147] lr: 1.576e-01, eta: 7 days, 7:23:28, time: 1.547, data_time: 0.014, memory: 16628, top1_acc: 0.3299, top5_acc: 0.5746, loss_cls: 3.0583, loss: 3.0583, grad_norm: 1.7789 2021-01-22 01:03:20,256 - mmaction - INFO - Epoch [79][2080/2147] lr: 1.576e-01, eta: 7 days, 7:23:02, time: 1.822, data_time: 0.016, memory: 16628, top1_acc: 0.3464, top5_acc: 0.5955, loss_cls: 2.9678, loss: 2.9678, grad_norm: 1.7580 2021-01-22 01:03:49,781 - mmaction - INFO - Epoch [79][2100/2147] lr: 1.576e-01, eta: 7 days, 7:22:20, time: 1.477, data_time: 0.015, memory: 16628, top1_acc: 0.3344, top5_acc: 0.5897, loss_cls: 3.0665, loss: 3.0665, grad_norm: 1.8019 2021-01-22 01:04:23,457 - mmaction - INFO - Epoch [79][2120/2147] lr: 1.576e-01, eta: 7 days, 7:21:48, time: 1.682, data_time: 0.005, memory: 16628, top1_acc: 0.3411, top5_acc: 0.5929, loss_cls: 3.0581, loss: 3.0581, grad_norm: 1.7248 2021-01-22 01:04:59,350 - mmaction - INFO - Epoch [79][2140/2147] lr: 1.576e-01, eta: 7 days, 7:21:21, time: 1.800, data_time: 0.011, memory: 16628, top1_acc: 0.3317, top5_acc: 0.5902, loss_cls: 3.0459, loss: 3.0459, grad_norm: 1.7722 2021-01-22 01:11:20,501 - mmaction - INFO - Epoch [80][20/2147] lr: 1.566e-01, eta: 7 days, 7:32:04, time: 17.601, data_time: 15.907, memory: 16628, top1_acc: 0.3250, top5_acc: 0.5996, loss_cls: 3.0690, loss: 3.0690, grad_norm: 1.7744 2021-01-22 01:12:10,899 - mmaction - INFO - Epoch [80][40/2147] lr: 1.566e-01, eta: 7 days, 7:32:09, time: 2.518, data_time: 0.007, memory: 16628, top1_acc: 0.3366, top5_acc: 0.5991, loss_cls: 3.0035, loss: 3.0035, grad_norm: 1.7860 2021-01-22 01:12:42,407 - mmaction - INFO - Epoch [80][60/2147] lr: 1.566e-01, eta: 7 days, 7:31:32, time: 1.576, data_time: 0.009, memory: 16628, top1_acc: 0.3540, top5_acc: 0.5991, loss_cls: 2.9637, loss: 2.9637, grad_norm: 1.7840 2021-01-22 01:13:15,951 - mmaction - INFO - Epoch [80][80/2147] lr: 1.566e-01, eta: 7 days, 7:30:59, time: 1.678, data_time: 0.014, memory: 16628, top1_acc: 0.3549, top5_acc: 0.5978, loss_cls: 2.9618, loss: 2.9618, grad_norm: 1.8107 2021-01-22 01:13:45,388 - mmaction - INFO - Epoch [80][100/2147] lr: 1.566e-01, eta: 7 days, 7:30:18, time: 1.472, data_time: 0.009, memory: 16628, top1_acc: 0.3500, top5_acc: 0.6134, loss_cls: 2.9232, loss: 2.9232, grad_norm: 1.7809 2021-01-22 01:14:14,705 - mmaction - INFO - Epoch [80][120/2147] lr: 1.566e-01, eta: 7 days, 7:29:36, time: 1.468, data_time: 0.006, memory: 16628, top1_acc: 0.3571, top5_acc: 0.5987, loss_cls: 2.9767, loss: 2.9767, grad_norm: 1.8182 2021-01-22 01:14:43,347 - mmaction - INFO - Epoch [80][140/2147] lr: 1.566e-01, eta: 7 days, 7:28:52, time: 1.433, data_time: 0.003, memory: 16628, top1_acc: 0.3281, top5_acc: 0.5955, loss_cls: 3.0154, loss: 3.0154, grad_norm: 1.8125 2021-01-22 01:15:18,282 - mmaction - INFO - Epoch [80][160/2147] lr: 1.566e-01, eta: 7 days, 7:28:22, time: 1.740, data_time: 0.005, memory: 16628, top1_acc: 0.3330, top5_acc: 0.5857, loss_cls: 3.0281, loss: 3.0281, grad_norm: 1.7793 2021-01-22 01:15:46,815 - mmaction - INFO - Epoch [80][180/2147] lr: 1.566e-01, eta: 7 days, 7:27:39, time: 1.432, data_time: 0.014, memory: 16628, top1_acc: 0.3558, top5_acc: 0.6040, loss_cls: 3.0148, loss: 3.0148, grad_norm: 1.7819 2021-01-22 01:16:18,458 - mmaction - INFO - Epoch [80][200/2147] lr: 1.566e-01, eta: 7 days, 7:27:02, time: 1.579, data_time: 0.006, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5768, loss_cls: 3.1128, loss: 3.1128, grad_norm: 1.8177 2021-01-22 01:16:49,065 - mmaction - INFO - Epoch [80][220/2147] lr: 1.566e-01, eta: 7 days, 7:26:23, time: 1.533, data_time: 0.100, memory: 16628, top1_acc: 0.3469, top5_acc: 0.5853, loss_cls: 3.0869, loss: 3.0869, grad_norm: 1.7607 2021-01-22 01:17:20,560 - mmaction - INFO - Epoch [80][240/2147] lr: 1.566e-01, eta: 7 days, 7:25:45, time: 1.574, data_time: 0.008, memory: 16628, top1_acc: 0.3455, top5_acc: 0.5897, loss_cls: 3.0446, loss: 3.0446, grad_norm: 1.7664 2021-01-22 01:17:51,318 - mmaction - INFO - Epoch [80][260/2147] lr: 1.566e-01, eta: 7 days, 7:25:06, time: 1.534, data_time: 0.005, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5911, loss_cls: 3.0280, loss: 3.0280, grad_norm: 1.7598 2021-01-22 01:18:23,039 - mmaction - INFO - Epoch [80][280/2147] lr: 1.566e-01, eta: 7 days, 7:24:30, time: 1.588, data_time: 0.010, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5879, loss_cls: 3.0866, loss: 3.0866, grad_norm: 1.7436 2021-01-22 01:18:52,193 - mmaction - INFO - Epoch [80][300/2147] lr: 1.566e-01, eta: 7 days, 7:23:47, time: 1.455, data_time: 0.006, memory: 16628, top1_acc: 0.3473, top5_acc: 0.5938, loss_cls: 3.0064, loss: 3.0064, grad_norm: 1.7685 2021-01-22 01:19:31,594 - mmaction - INFO - Epoch [80][320/2147] lr: 1.566e-01, eta: 7 days, 7:23:27, time: 1.966, data_time: 0.023, memory: 16628, top1_acc: 0.3478, top5_acc: 0.5915, loss_cls: 3.0179, loss: 3.0179, grad_norm: 1.7679 2021-01-22 01:20:03,542 - mmaction - INFO - Epoch [80][340/2147] lr: 1.566e-01, eta: 7 days, 7:22:52, time: 1.605, data_time: 0.022, memory: 16628, top1_acc: 0.3371, top5_acc: 0.5960, loss_cls: 3.0469, loss: 3.0469, grad_norm: 1.7961 2021-01-22 01:20:32,169 - mmaction - INFO - Epoch [80][360/2147] lr: 1.566e-01, eta: 7 days, 7:22:08, time: 1.433, data_time: 0.004, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5723, loss_cls: 3.0539, loss: 3.0539, grad_norm: 1.7536 2021-01-22 01:21:02,557 - mmaction - INFO - Epoch [80][380/2147] lr: 1.566e-01, eta: 7 days, 7:21:28, time: 1.513, data_time: 0.002, memory: 16628, top1_acc: 0.3442, top5_acc: 0.5973, loss_cls: 3.0089, loss: 3.0089, grad_norm: 1.8131 2021-01-22 01:21:35,788 - mmaction - INFO - Epoch [80][400/2147] lr: 1.566e-01, eta: 7 days, 7:20:46, time: 1.462, data_time: 0.014, memory: 16628, top1_acc: 0.3473, top5_acc: 0.5933, loss_cls: 2.9950, loss: 2.9950, grad_norm: 1.8165 2021-01-22 01:22:12,339 - mmaction - INFO - Epoch [80][420/2147] lr: 1.566e-01, eta: 7 days, 7:20:29, time: 2.029, data_time: 0.363, memory: 16628, top1_acc: 0.3366, top5_acc: 0.5906, loss_cls: 3.0492, loss: 3.0492, grad_norm: 1.7889 2021-01-22 01:22:43,437 - mmaction - INFO - Epoch [80][440/2147] lr: 1.566e-01, eta: 7 days, 7:19:51, time: 1.559, data_time: 0.008, memory: 16628, top1_acc: 0.3478, top5_acc: 0.6103, loss_cls: 2.9850, loss: 2.9850, grad_norm: 1.7725 2021-01-22 01:23:13,012 - mmaction - INFO - Epoch [80][460/2147] lr: 1.566e-01, eta: 7 days, 7:19:10, time: 1.478, data_time: 0.012, memory: 16628, top1_acc: 0.3469, top5_acc: 0.6054, loss_cls: 2.9424, loss: 2.9424, grad_norm: 1.7401 2021-01-22 01:23:42,654 - mmaction - INFO - Epoch [80][480/2147] lr: 1.566e-01, eta: 7 days, 7:18:28, time: 1.483, data_time: 0.019, memory: 16628, top1_acc: 0.3455, top5_acc: 0.6062, loss_cls: 2.9640, loss: 2.9640, grad_norm: 1.8185 2021-01-22 01:24:11,648 - mmaction - INFO - Epoch [80][500/2147] lr: 1.566e-01, eta: 7 days, 7:17:45, time: 1.448, data_time: 0.005, memory: 16628, top1_acc: 0.3344, top5_acc: 0.5826, loss_cls: 3.0435, loss: 3.0435, grad_norm: 1.8026 2021-01-22 01:24:43,074 - mmaction - INFO - Epoch [80][520/2147] lr: 1.566e-01, eta: 7 days, 7:17:08, time: 1.563, data_time: 0.005, memory: 16628, top1_acc: 0.3446, top5_acc: 0.5978, loss_cls: 2.9793, loss: 2.9793, grad_norm: 1.7527 2021-01-22 01:25:12,381 - mmaction - INFO - Epoch [80][540/2147] lr: 1.566e-01, eta: 7 days, 7:16:26, time: 1.475, data_time: 0.016, memory: 16628, top1_acc: 0.3478, top5_acc: 0.6085, loss_cls: 2.9495, loss: 2.9495, grad_norm: 1.7826 2021-01-22 01:25:44,897 - mmaction - INFO - Epoch [80][560/2147] lr: 1.566e-01, eta: 7 days, 7:15:51, time: 1.619, data_time: 0.003, memory: 16628, top1_acc: 0.3460, top5_acc: 0.6018, loss_cls: 2.9850, loss: 2.9850, grad_norm: 1.8323 2021-01-22 01:26:19,622 - mmaction - INFO - Epoch [80][580/2147] lr: 1.566e-01, eta: 7 days, 7:15:21, time: 1.737, data_time: 0.009, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5897, loss_cls: 3.0630, loss: 3.0630, grad_norm: 1.8044 2021-01-22 01:26:49,660 - mmaction - INFO - Epoch [80][600/2147] lr: 1.566e-01, eta: 7 days, 7:14:41, time: 1.506, data_time: 0.008, memory: 16628, top1_acc: 0.3295, top5_acc: 0.5857, loss_cls: 3.0349, loss: 3.0349, grad_norm: 1.7757 2021-01-22 01:27:18,747 - mmaction - INFO - Epoch [80][620/2147] lr: 1.566e-01, eta: 7 days, 7:13:57, time: 1.435, data_time: 0.005, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5960, loss_cls: 3.0485, loss: 3.0485, grad_norm: 1.7943 2021-01-22 01:27:50,659 - mmaction - INFO - Epoch [80][640/2147] lr: 1.566e-01, eta: 7 days, 7:13:22, time: 1.613, data_time: 0.024, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5826, loss_cls: 3.0838, loss: 3.0838, grad_norm: 1.8357 2021-01-22 01:28:20,153 - mmaction - INFO - Epoch [80][660/2147] lr: 1.566e-01, eta: 7 days, 7:12:40, time: 1.480, data_time: 0.011, memory: 16628, top1_acc: 0.3371, top5_acc: 0.5942, loss_cls: 3.0147, loss: 3.0147, grad_norm: 1.8287 2021-01-22 01:28:52,608 - mmaction - INFO - Epoch [80][680/2147] lr: 1.566e-01, eta: 7 days, 7:12:05, time: 1.616, data_time: 0.003, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5938, loss_cls: 3.0969, loss: 3.0969, grad_norm: 1.8373 2021-01-22 01:29:25,893 - mmaction - INFO - Epoch [80][700/2147] lr: 1.566e-01, eta: 7 days, 7:11:32, time: 1.660, data_time: 0.009, memory: 16628, top1_acc: 0.3513, top5_acc: 0.5973, loss_cls: 3.0697, loss: 3.0697, grad_norm: 1.7465 2021-01-22 01:29:59,191 - mmaction - INFO - Epoch [80][720/2147] lr: 1.566e-01, eta: 7 days, 7:10:59, time: 1.676, data_time: 0.014, memory: 16628, top1_acc: 0.3478, top5_acc: 0.6004, loss_cls: 3.0055, loss: 3.0055, grad_norm: 1.7460 2021-01-22 01:30:33,182 - mmaction - INFO - Epoch [80][740/2147] lr: 1.566e-01, eta: 7 days, 7:10:27, time: 1.695, data_time: 0.006, memory: 16628, top1_acc: 0.3594, top5_acc: 0.6134, loss_cls: 2.9183, loss: 2.9183, grad_norm: 1.7415 2021-01-22 01:31:01,925 - mmaction - INFO - Epoch [80][760/2147] lr: 1.566e-01, eta: 7 days, 7:09:44, time: 1.442, data_time: 0.008, memory: 16628, top1_acc: 0.3281, top5_acc: 0.5830, loss_cls: 3.0540, loss: 3.0540, grad_norm: 1.7728 2021-01-22 01:31:32,743 - mmaction - INFO - Epoch [80][780/2147] lr: 1.566e-01, eta: 7 days, 7:09:05, time: 1.541, data_time: 0.002, memory: 16628, top1_acc: 0.3402, top5_acc: 0.5866, loss_cls: 3.0188, loss: 3.0188, grad_norm: 1.7545 2021-01-22 01:32:07,405 - mmaction - INFO - Epoch [80][800/2147] lr: 1.566e-01, eta: 7 days, 7:08:35, time: 1.721, data_time: 0.069, memory: 16628, top1_acc: 0.3308, top5_acc: 0.5795, loss_cls: 3.0439, loss: 3.0439, grad_norm: 1.7744 2021-01-22 01:32:37,042 - mmaction - INFO - Epoch [80][820/2147] lr: 1.566e-01, eta: 7 days, 7:07:54, time: 1.492, data_time: 0.024, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5826, loss_cls: 3.0547, loss: 3.0547, grad_norm: 1.7876 2021-01-22 01:33:05,708 - mmaction - INFO - Epoch [80][840/2147] lr: 1.566e-01, eta: 7 days, 7:07:11, time: 1.435, data_time: 0.004, memory: 16628, top1_acc: 0.3339, top5_acc: 0.6000, loss_cls: 2.9887, loss: 2.9887, grad_norm: 1.8089 2021-01-22 01:33:39,361 - mmaction - INFO - Epoch [80][860/2147] lr: 1.566e-01, eta: 7 days, 7:06:38, time: 1.681, data_time: 0.010, memory: 16628, top1_acc: 0.3464, top5_acc: 0.6009, loss_cls: 2.9924, loss: 2.9924, grad_norm: 1.7659 2021-01-22 01:34:12,001 - mmaction - INFO - Epoch [80][880/2147] lr: 1.566e-01, eta: 7 days, 7:06:03, time: 1.620, data_time: 0.006, memory: 16628, top1_acc: 0.3420, top5_acc: 0.5839, loss_cls: 3.0670, loss: 3.0670, grad_norm: 1.7942 2021-01-22 01:34:43,559 - mmaction - INFO - Epoch [80][900/2147] lr: 1.566e-01, eta: 7 days, 7:05:27, time: 1.590, data_time: 0.024, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5839, loss_cls: 3.0555, loss: 3.0555, grad_norm: 1.7824 2021-01-22 01:35:13,885 - mmaction - INFO - Epoch [80][920/2147] lr: 1.566e-01, eta: 7 days, 7:04:47, time: 1.517, data_time: 0.010, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5933, loss_cls: 3.0775, loss: 3.0775, grad_norm: 1.8149 2021-01-22 01:35:47,827 - mmaction - INFO - Epoch [80][940/2147] lr: 1.566e-01, eta: 7 days, 7:04:15, time: 1.693, data_time: 0.011, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5933, loss_cls: 3.0585, loss: 3.0585, grad_norm: 1.8095 2021-01-22 01:36:21,114 - mmaction - INFO - Epoch [80][960/2147] lr: 1.566e-01, eta: 7 days, 7:03:42, time: 1.661, data_time: 0.019, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5647, loss_cls: 3.1491, loss: 3.1491, grad_norm: 1.7739 2021-01-22 01:36:54,092 - mmaction - INFO - Epoch [80][980/2147] lr: 1.566e-01, eta: 7 days, 7:03:08, time: 1.646, data_time: 0.014, memory: 16628, top1_acc: 0.3397, top5_acc: 0.5996, loss_cls: 3.0017, loss: 3.0017, grad_norm: 1.7960 2021-01-22 01:37:23,695 - mmaction - INFO - Epoch [80][1000/2147] lr: 1.566e-01, eta: 7 days, 7:02:27, time: 1.490, data_time: 0.028, memory: 16628, top1_acc: 0.3531, top5_acc: 0.6071, loss_cls: 2.9563, loss: 2.9563, grad_norm: 1.7989 2021-01-22 01:37:53,709 - mmaction - INFO - Epoch [80][1020/2147] lr: 1.566e-01, eta: 7 days, 7:01:45, time: 1.483, data_time: 0.004, memory: 16628, top1_acc: 0.3326, top5_acc: 0.6000, loss_cls: 2.9906, loss: 2.9906, grad_norm: 1.8530 2021-01-22 01:38:26,845 - mmaction - INFO - Epoch [80][1040/2147] lr: 1.566e-01, eta: 7 days, 7:01:13, time: 1.672, data_time: 0.037, memory: 16628, top1_acc: 0.3161, top5_acc: 0.5759, loss_cls: 3.1343, loss: 3.1343, grad_norm: 1.8129 2021-01-22 01:38:57,019 - mmaction - INFO - Epoch [80][1060/2147] lr: 1.566e-01, eta: 7 days, 7:00:32, time: 1.504, data_time: 0.007, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5687, loss_cls: 3.1476, loss: 3.1476, grad_norm: 1.8122 2021-01-22 01:39:28,817 - mmaction - INFO - Epoch [80][1080/2147] lr: 1.566e-01, eta: 7 days, 6:59:56, time: 1.598, data_time: 0.020, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5866, loss_cls: 3.0997, loss: 3.0997, grad_norm: 1.7893 2021-01-22 01:39:58,263 - mmaction - INFO - Epoch [80][1100/2147] lr: 1.566e-01, eta: 7 days, 6:59:15, time: 1.473, data_time: 0.008, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5844, loss_cls: 3.0187, loss: 3.0187, grad_norm: 1.7785 2021-01-22 01:40:27,495 - mmaction - INFO - Epoch [80][1120/2147] lr: 1.566e-01, eta: 7 days, 6:58:32, time: 1.458, data_time: 0.005, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5897, loss_cls: 3.0540, loss: 3.0540, grad_norm: 1.7531 2021-01-22 01:40:56,881 - mmaction - INFO - Epoch [80][1140/2147] lr: 1.566e-01, eta: 7 days, 6:57:50, time: 1.472, data_time: 0.011, memory: 16628, top1_acc: 0.3295, top5_acc: 0.5875, loss_cls: 3.0307, loss: 3.0307, grad_norm: 1.7746 2021-01-22 01:41:30,613 - mmaction - INFO - Epoch [80][1160/2147] lr: 1.566e-01, eta: 7 days, 6:57:18, time: 1.677, data_time: 0.004, memory: 16628, top1_acc: 0.3424, top5_acc: 0.6009, loss_cls: 3.0028, loss: 3.0028, grad_norm: 1.7564 2021-01-22 01:42:03,895 - mmaction - INFO - Epoch [80][1180/2147] lr: 1.566e-01, eta: 7 days, 6:56:45, time: 1.673, data_time: 0.024, memory: 16628, top1_acc: 0.3549, top5_acc: 0.6022, loss_cls: 2.9760, loss: 2.9760, grad_norm: 1.7930 2021-01-22 01:42:34,174 - mmaction - INFO - Epoch [80][1200/2147] lr: 1.566e-01, eta: 7 days, 6:56:05, time: 1.512, data_time: 0.005, memory: 16628, top1_acc: 0.3393, top5_acc: 0.5897, loss_cls: 3.0411, loss: 3.0411, grad_norm: 1.8505 2021-01-22 01:43:06,271 - mmaction - INFO - Epoch [80][1220/2147] lr: 1.566e-01, eta: 7 days, 6:55:29, time: 1.607, data_time: 0.011, memory: 16628, top1_acc: 0.3411, top5_acc: 0.5942, loss_cls: 3.0216, loss: 3.0216, grad_norm: 1.7620 2021-01-22 01:43:34,566 - mmaction - INFO - Epoch [80][1240/2147] lr: 1.566e-01, eta: 7 days, 6:54:45, time: 1.416, data_time: 0.006, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5795, loss_cls: 3.0532, loss: 3.0532, grad_norm: 1.8081 2021-01-22 01:44:06,477 - mmaction - INFO - Epoch [80][1260/2147] lr: 1.566e-01, eta: 7 days, 6:54:09, time: 1.589, data_time: 0.002, memory: 16628, top1_acc: 0.3379, top5_acc: 0.5875, loss_cls: 3.0483, loss: 3.0483, grad_norm: 1.7495 2021-01-22 01:44:35,206 - mmaction - INFO - Epoch [80][1280/2147] lr: 1.566e-01, eta: 7 days, 6:53:26, time: 1.440, data_time: 0.012, memory: 16628, top1_acc: 0.3424, top5_acc: 0.5942, loss_cls: 3.0021, loss: 3.0021, grad_norm: 1.7641 2021-01-22 01:45:04,789 - mmaction - INFO - Epoch [80][1300/2147] lr: 1.566e-01, eta: 7 days, 6:52:44, time: 1.481, data_time: 0.008, memory: 16628, top1_acc: 0.3384, top5_acc: 0.5969, loss_cls: 3.0029, loss: 3.0029, grad_norm: 1.7900 2021-01-22 01:45:33,117 - mmaction - INFO - Epoch [80][1320/2147] lr: 1.566e-01, eta: 7 days, 6:52:00, time: 1.417, data_time: 0.005, memory: 16628, top1_acc: 0.3384, top5_acc: 0.6027, loss_cls: 3.0232, loss: 3.0232, grad_norm: 1.8066 2021-01-22 01:46:04,254 - mmaction - INFO - Epoch [80][1340/2147] lr: 1.566e-01, eta: 7 days, 6:51:22, time: 1.556, data_time: 0.006, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5812, loss_cls: 3.0952, loss: 3.0952, grad_norm: 1.8350 2021-01-22 01:46:34,803 - mmaction - INFO - Epoch [80][1360/2147] lr: 1.566e-01, eta: 7 days, 6:50:43, time: 1.515, data_time: 0.002, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5924, loss_cls: 3.0062, loss: 3.0062, grad_norm: 1.7634 2021-01-22 01:47:06,768 - mmaction - INFO - Epoch [80][1380/2147] lr: 1.566e-01, eta: 7 days, 6:50:07, time: 1.610, data_time: 0.108, memory: 16628, top1_acc: 0.3357, top5_acc: 0.5978, loss_cls: 3.0518, loss: 3.0518, grad_norm: 1.7972 2021-01-22 01:47:35,281 - mmaction - INFO - Epoch [80][1400/2147] lr: 1.566e-01, eta: 7 days, 6:49:23, time: 1.426, data_time: 0.004, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5777, loss_cls: 3.0540, loss: 3.0540, grad_norm: 1.7775 2021-01-22 01:48:04,973 - mmaction - INFO - Epoch [80][1420/2147] lr: 1.566e-01, eta: 7 days, 6:48:42, time: 1.485, data_time: 0.006, memory: 16628, top1_acc: 0.3594, top5_acc: 0.6170, loss_cls: 2.9176, loss: 2.9176, grad_norm: 1.7294 2021-01-22 01:48:36,614 - mmaction - INFO - Epoch [80][1440/2147] lr: 1.566e-01, eta: 7 days, 6:48:05, time: 1.582, data_time: 0.004, memory: 16628, top1_acc: 0.3321, top5_acc: 0.5781, loss_cls: 3.0563, loss: 3.0563, grad_norm: 1.7881 2021-01-22 01:49:11,470 - mmaction - INFO - Epoch [80][1460/2147] lr: 1.566e-01, eta: 7 days, 6:47:36, time: 1.742, data_time: 0.005, memory: 16628, top1_acc: 0.3451, top5_acc: 0.6013, loss_cls: 2.9806, loss: 2.9806, grad_norm: 1.8078 2021-01-22 01:49:40,132 - mmaction - INFO - Epoch [80][1480/2147] lr: 1.566e-01, eta: 7 days, 6:46:52, time: 1.434, data_time: 0.006, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5911, loss_cls: 3.0561, loss: 3.0561, grad_norm: 1.7724 2021-01-22 01:50:08,657 - mmaction - INFO - Epoch [80][1500/2147] lr: 1.566e-01, eta: 7 days, 6:46:09, time: 1.423, data_time: 0.002, memory: 16628, top1_acc: 0.3429, top5_acc: 0.6027, loss_cls: 2.9728, loss: 2.9728, grad_norm: 1.7829 2021-01-22 01:50:40,293 - mmaction - INFO - Epoch [80][1520/2147] lr: 1.566e-01, eta: 7 days, 6:45:32, time: 1.585, data_time: 0.006, memory: 16628, top1_acc: 0.3478, top5_acc: 0.6013, loss_cls: 2.9950, loss: 2.9950, grad_norm: 1.8033 2021-01-22 01:51:12,655 - mmaction - INFO - Epoch [80][1540/2147] lr: 1.566e-01, eta: 7 days, 6:44:57, time: 1.615, data_time: 0.008, memory: 16628, top1_acc: 0.3250, top5_acc: 0.5893, loss_cls: 3.0648, loss: 3.0648, grad_norm: 1.8188 2021-01-22 01:51:53,344 - mmaction - INFO - Epoch [80][1560/2147] lr: 1.566e-01, eta: 7 days, 6:44:40, time: 2.033, data_time: 0.008, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5888, loss_cls: 3.0579, loss: 3.0579, grad_norm: 1.7606 2021-01-22 01:52:24,018 - mmaction - INFO - Epoch [80][1580/2147] lr: 1.566e-01, eta: 7 days, 6:44:01, time: 1.540, data_time: 0.010, memory: 16628, top1_acc: 0.3393, top5_acc: 0.5879, loss_cls: 3.0505, loss: 3.0505, grad_norm: 1.7762 2021-01-22 01:52:54,392 - mmaction - INFO - Epoch [80][1600/2147] lr: 1.566e-01, eta: 7 days, 6:43:21, time: 1.519, data_time: 0.002, memory: 16628, top1_acc: 0.3397, top5_acc: 0.5848, loss_cls: 3.0620, loss: 3.0620, grad_norm: 1.7630 2021-01-22 01:53:30,844 - mmaction - INFO - Epoch [80][1620/2147] lr: 1.566e-01, eta: 7 days, 6:42:55, time: 1.808, data_time: 0.005, memory: 16628, top1_acc: 0.3313, top5_acc: 0.5804, loss_cls: 3.0819, loss: 3.0819, grad_norm: 1.7605 2021-01-22 01:54:03,181 - mmaction - INFO - Epoch [80][1640/2147] lr: 1.566e-01, eta: 7 days, 6:42:20, time: 1.626, data_time: 0.024, memory: 16628, top1_acc: 0.3330, top5_acc: 0.5879, loss_cls: 3.0429, loss: 3.0429, grad_norm: 1.7593 2021-01-22 01:54:32,190 - mmaction - INFO - Epoch [80][1660/2147] lr: 1.566e-01, eta: 7 days, 6:41:37, time: 1.450, data_time: 0.015, memory: 16628, top1_acc: 0.3321, top5_acc: 0.6058, loss_cls: 3.0352, loss: 3.0352, grad_norm: 1.7638 2021-01-22 01:55:05,034 - mmaction - INFO - Epoch [80][1680/2147] lr: 1.566e-01, eta: 7 days, 6:41:03, time: 1.640, data_time: 0.008, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5723, loss_cls: 3.1068, loss: 3.1068, grad_norm: 1.7635 2021-01-22 01:55:37,572 - mmaction - INFO - Epoch [80][1700/2147] lr: 1.566e-01, eta: 7 days, 6:40:28, time: 1.624, data_time: 0.016, memory: 16628, top1_acc: 0.3388, top5_acc: 0.5964, loss_cls: 2.9958, loss: 2.9958, grad_norm: 1.7677 2021-01-22 01:56:08,548 - mmaction - INFO - Epoch [80][1720/2147] lr: 1.566e-01, eta: 7 days, 6:39:50, time: 1.556, data_time: 0.014, memory: 16628, top1_acc: 0.3353, top5_acc: 0.6040, loss_cls: 3.0004, loss: 3.0004, grad_norm: 1.8056 2021-01-22 01:56:43,783 - mmaction - INFO - Epoch [80][1740/2147] lr: 1.566e-01, eta: 7 days, 6:39:21, time: 1.760, data_time: 0.005, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5790, loss_cls: 3.0287, loss: 3.0287, grad_norm: 1.7916 2021-01-22 01:57:19,265 - mmaction - INFO - Epoch [80][1760/2147] lr: 1.566e-01, eta: 7 days, 6:38:53, time: 1.765, data_time: 0.009, memory: 16628, top1_acc: 0.3295, top5_acc: 0.5741, loss_cls: 3.0857, loss: 3.0857, grad_norm: 1.8186 2021-01-22 01:57:53,076 - mmaction - INFO - Epoch [80][1780/2147] lr: 1.566e-01, eta: 7 days, 6:38:21, time: 1.704, data_time: 0.018, memory: 16628, top1_acc: 0.3290, top5_acc: 0.6004, loss_cls: 2.9726, loss: 2.9726, grad_norm: 1.7837 2021-01-22 01:58:21,418 - mmaction - INFO - Epoch [80][1800/2147] lr: 1.566e-01, eta: 7 days, 6:37:37, time: 1.417, data_time: 0.002, memory: 16628, top1_acc: 0.3424, top5_acc: 0.6022, loss_cls: 3.0064, loss: 3.0064, grad_norm: 1.8011 2021-01-22 01:58:54,414 - mmaction - INFO - Epoch [80][1820/2147] lr: 1.566e-01, eta: 7 days, 6:37:03, time: 1.646, data_time: 0.007, memory: 16628, top1_acc: 0.3357, top5_acc: 0.5750, loss_cls: 3.0632, loss: 3.0632, grad_norm: 1.8218 2021-01-22 01:59:23,264 - mmaction - INFO - Epoch [80][1840/2147] lr: 1.566e-01, eta: 7 days, 6:36:20, time: 1.446, data_time: 0.015, memory: 16628, top1_acc: 0.3317, top5_acc: 0.5951, loss_cls: 3.0809, loss: 3.0809, grad_norm: 1.7988 2021-01-22 02:00:12,348 - mmaction - INFO - Epoch [80][1860/2147] lr: 1.566e-01, eta: 7 days, 6:36:22, time: 2.447, data_time: 0.007, memory: 16628, top1_acc: 0.3362, top5_acc: 0.6103, loss_cls: 2.9613, loss: 2.9613, grad_norm: 1.7516 2021-01-22 02:00:41,355 - mmaction - INFO - Epoch [80][1880/2147] lr: 1.566e-01, eta: 7 days, 6:35:39, time: 1.457, data_time: 0.018, memory: 16628, top1_acc: 0.3496, top5_acc: 0.6045, loss_cls: 2.9796, loss: 2.9796, grad_norm: 1.7827 2021-01-22 02:01:11,532 - mmaction - INFO - Epoch [80][1900/2147] lr: 1.566e-01, eta: 7 days, 6:34:59, time: 1.509, data_time: 0.004, memory: 16628, top1_acc: 0.3250, top5_acc: 0.5558, loss_cls: 3.1627, loss: 3.1627, grad_norm: 1.7492 2021-01-22 02:01:42,240 - mmaction - INFO - Epoch [80][1920/2147] lr: 1.566e-01, eta: 7 days, 6:34:19, time: 1.492, data_time: 0.005, memory: 16628, top1_acc: 0.3335, top5_acc: 0.6045, loss_cls: 3.0402, loss: 3.0402, grad_norm: 1.7630 2021-01-22 02:02:18,292 - mmaction - INFO - Epoch [80][1940/2147] lr: 1.566e-01, eta: 7 days, 6:33:53, time: 1.840, data_time: 0.144, memory: 16628, top1_acc: 0.3589, top5_acc: 0.6031, loss_cls: 2.9389, loss: 2.9389, grad_norm: 1.7886 2021-01-22 02:02:46,826 - mmaction - INFO - Epoch [80][1960/2147] lr: 1.566e-01, eta: 7 days, 6:33:10, time: 1.435, data_time: 0.010, memory: 16628, top1_acc: 0.3437, top5_acc: 0.5795, loss_cls: 3.0622, loss: 3.0622, grad_norm: 1.7976 2021-01-22 02:03:15,624 - mmaction - INFO - Epoch [80][1980/2147] lr: 1.566e-01, eta: 7 days, 6:32:27, time: 1.439, data_time: 0.001, memory: 16628, top1_acc: 0.3451, top5_acc: 0.5987, loss_cls: 3.0223, loss: 3.0223, grad_norm: 1.8016 2021-01-22 02:03:44,671 - mmaction - INFO - Epoch [80][2000/2147] lr: 1.566e-01, eta: 7 days, 6:31:44, time: 1.451, data_time: 0.004, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5964, loss_cls: 3.0687, loss: 3.0687, grad_norm: 1.8154 2021-01-22 02:04:14,589 - mmaction - INFO - Epoch [80][2020/2147] lr: 1.566e-01, eta: 7 days, 6:31:04, time: 1.498, data_time: 0.008, memory: 16628, top1_acc: 0.3487, top5_acc: 0.6027, loss_cls: 2.9889, loss: 2.9889, grad_norm: 1.7939 2021-01-22 02:04:48,110 - mmaction - INFO - Epoch [80][2040/2147] lr: 1.566e-01, eta: 7 days, 6:30:31, time: 1.667, data_time: 0.003, memory: 16628, top1_acc: 0.3388, top5_acc: 0.5969, loss_cls: 2.9998, loss: 2.9998, grad_norm: 1.8020 2021-01-22 02:05:22,190 - mmaction - INFO - Epoch [80][2060/2147] lr: 1.566e-01, eta: 7 days, 6:29:59, time: 1.702, data_time: 0.014, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5853, loss_cls: 3.0415, loss: 3.0415, grad_norm: 1.8620 2021-01-22 02:05:55,613 - mmaction - INFO - Epoch [80][2080/2147] lr: 1.566e-01, eta: 7 days, 6:29:27, time: 1.675, data_time: 0.012, memory: 16628, top1_acc: 0.3406, top5_acc: 0.5879, loss_cls: 3.0707, loss: 3.0707, grad_norm: 1.7913 2021-01-22 02:06:30,694 - mmaction - INFO - Epoch [80][2100/2147] lr: 1.566e-01, eta: 7 days, 6:28:57, time: 1.752, data_time: 0.011, memory: 16628, top1_acc: 0.3174, top5_acc: 0.5888, loss_cls: 3.0851, loss: 3.0851, grad_norm: 1.7894 2021-01-22 02:07:09,776 - mmaction - INFO - Epoch [80][2120/2147] lr: 1.566e-01, eta: 7 days, 6:28:37, time: 1.958, data_time: 0.011, memory: 16628, top1_acc: 0.3308, top5_acc: 0.5835, loss_cls: 3.0768, loss: 3.0768, grad_norm: 1.7483 2021-01-22 02:07:40,083 - mmaction - INFO - Epoch [80][2140/2147] lr: 1.566e-01, eta: 7 days, 6:27:57, time: 1.511, data_time: 0.009, memory: 16628, top1_acc: 0.3625, top5_acc: 0.6223, loss_cls: 2.9386, loss: 2.9386, grad_norm: 1.7977 2021-01-22 02:08:07,117 - mmaction - INFO - Saving checkpoint at 80 epochs 2021-01-22 02:30:45,867 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-22 02:30:46,798 - mmaction - INFO - top1_acc 0.3862 top5_acc 0.6619 2021-01-22 02:30:46,798 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-22 02:30:46,854 - mmaction - INFO - mean_acc 0.3860 2021-01-22 02:30:46,855 - mmaction - INFO - Now best checkpoint is epoch_80.pth 2021-01-22 02:30:46,866 - mmaction - INFO - Epoch(val) [80][2147] top1_acc: 0.3862, top5_acc: 0.6619, mean_class_accuracy: 0.3860 2021-01-22 02:36:27,183 - mmaction - INFO - Epoch [81][20/2147] lr: 1.556e-01, eta: 7 days, 6:38:02, time: 17.011, data_time: 15.286, memory: 16628, top1_acc: 0.3482, top5_acc: 0.5857, loss_cls: 3.0111, loss: 3.0111, grad_norm: 1.7190 2021-01-22 02:36:57,730 - mmaction - INFO - Epoch [81][40/2147] lr: 1.556e-01, eta: 7 days, 6:37:23, time: 1.525, data_time: 0.010, memory: 16628, top1_acc: 0.3527, top5_acc: 0.6000, loss_cls: 2.9765, loss: 2.9765, grad_norm: 1.7566 2021-01-22 02:37:28,975 - mmaction - INFO - Epoch [81][60/2147] lr: 1.556e-01, eta: 7 days, 6:36:45, time: 1.566, data_time: 0.008, memory: 16628, top1_acc: 0.3518, top5_acc: 0.5915, loss_cls: 3.0102, loss: 3.0102, grad_norm: 1.7950 2021-01-22 02:38:01,159 - mmaction - INFO - Epoch [81][80/2147] lr: 1.556e-01, eta: 7 days, 6:36:09, time: 1.605, data_time: 0.005, memory: 16628, top1_acc: 0.3357, top5_acc: 0.5942, loss_cls: 3.0145, loss: 3.0145, grad_norm: 1.7930 2021-01-22 02:38:35,074 - mmaction - INFO - Epoch [81][100/2147] lr: 1.556e-01, eta: 7 days, 6:35:38, time: 1.700, data_time: 0.008, memory: 16628, top1_acc: 0.3455, top5_acc: 0.6036, loss_cls: 2.9900, loss: 2.9900, grad_norm: 1.7627 2021-01-22 02:39:03,868 - mmaction - INFO - Epoch [81][120/2147] lr: 1.556e-01, eta: 7 days, 6:34:54, time: 1.440, data_time: 0.008, memory: 16628, top1_acc: 0.3366, top5_acc: 0.5929, loss_cls: 3.0446, loss: 3.0446, grad_norm: 1.7984 2021-01-22 02:39:34,453 - mmaction - INFO - Epoch [81][140/2147] lr: 1.556e-01, eta: 7 days, 6:34:15, time: 1.529, data_time: 0.003, memory: 16628, top1_acc: 0.3366, top5_acc: 0.6022, loss_cls: 2.9959, loss: 2.9959, grad_norm: 1.7973 2021-01-22 02:40:06,686 - mmaction - INFO - Epoch [81][160/2147] lr: 1.556e-01, eta: 7 days, 6:33:39, time: 1.603, data_time: 0.002, memory: 16628, top1_acc: 0.3321, top5_acc: 0.5911, loss_cls: 3.0244, loss: 3.0244, grad_norm: 1.8031 2021-01-22 02:40:38,449 - mmaction - INFO - Epoch [81][180/2147] lr: 1.556e-01, eta: 7 days, 6:33:03, time: 1.597, data_time: 0.013, memory: 16628, top1_acc: 0.3375, top5_acc: 0.6022, loss_cls: 2.9926, loss: 2.9926, grad_norm: 1.7988 2021-01-22 02:41:11,261 - mmaction - INFO - Epoch [81][200/2147] lr: 1.556e-01, eta: 7 days, 6:32:29, time: 1.634, data_time: 0.006, memory: 16628, top1_acc: 0.3393, top5_acc: 0.5795, loss_cls: 3.0697, loss: 3.0697, grad_norm: 1.7960 2021-01-22 02:41:41,920 - mmaction - INFO - Epoch [81][220/2147] lr: 1.556e-01, eta: 7 days, 6:31:47, time: 1.466, data_time: 0.016, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5839, loss_cls: 3.0163, loss: 3.0163, grad_norm: 1.7662 2021-01-22 02:42:20,236 - mmaction - INFO - Epoch [81][240/2147] lr: 1.556e-01, eta: 7 days, 6:31:27, time: 1.988, data_time: 0.080, memory: 16628, top1_acc: 0.3513, top5_acc: 0.6080, loss_cls: 2.9656, loss: 2.9656, grad_norm: 1.7299 2021-01-22 02:42:48,696 - mmaction - INFO - Epoch [81][260/2147] lr: 1.556e-01, eta: 7 days, 6:30:44, time: 1.423, data_time: 0.007, memory: 16628, top1_acc: 0.3357, top5_acc: 0.5920, loss_cls: 3.0343, loss: 3.0343, grad_norm: 1.8376 2021-01-22 02:43:22,340 - mmaction - INFO - Epoch [81][280/2147] lr: 1.556e-01, eta: 7 days, 6:30:11, time: 1.682, data_time: 0.009, memory: 16628, top1_acc: 0.3433, top5_acc: 0.5902, loss_cls: 3.0336, loss: 3.0336, grad_norm: 1.7580 2021-01-22 02:43:55,857 - mmaction - INFO - Epoch [81][300/2147] lr: 1.556e-01, eta: 7 days, 6:29:38, time: 1.676, data_time: 0.007, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5746, loss_cls: 3.1102, loss: 3.1102, grad_norm: 1.7933 2021-01-22 02:44:25,058 - mmaction - INFO - Epoch [81][320/2147] lr: 1.556e-01, eta: 7 days, 6:28:56, time: 1.461, data_time: 0.007, memory: 16628, top1_acc: 0.3366, top5_acc: 0.5946, loss_cls: 3.0203, loss: 3.0203, grad_norm: 1.7760 2021-01-22 02:44:54,941 - mmaction - INFO - Epoch [81][340/2147] lr: 1.556e-01, eta: 7 days, 6:28:16, time: 1.493, data_time: 0.003, memory: 16628, top1_acc: 0.3317, top5_acc: 0.5888, loss_cls: 3.0539, loss: 3.0539, grad_norm: 1.8210 2021-01-22 02:45:28,455 - mmaction - INFO - Epoch [81][360/2147] lr: 1.556e-01, eta: 7 days, 6:27:43, time: 1.677, data_time: 0.010, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5933, loss_cls: 3.0605, loss: 3.0605, grad_norm: 1.8565 2021-01-22 02:45:58,997 - mmaction - INFO - Epoch [81][380/2147] lr: 1.556e-01, eta: 7 days, 6:27:03, time: 1.523, data_time: 0.010, memory: 16628, top1_acc: 0.3366, top5_acc: 0.5897, loss_cls: 2.9872, loss: 2.9872, grad_norm: 1.8171 2021-01-22 02:46:29,041 - mmaction - INFO - Epoch [81][400/2147] lr: 1.556e-01, eta: 7 days, 6:26:23, time: 1.506, data_time: 0.012, memory: 16628, top1_acc: 0.3464, top5_acc: 0.5955, loss_cls: 2.9924, loss: 2.9924, grad_norm: 1.8267 2021-01-22 02:47:06,746 - mmaction - INFO - Epoch [81][420/2147] lr: 1.556e-01, eta: 7 days, 6:25:59, time: 1.875, data_time: 0.002, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5920, loss_cls: 3.0216, loss: 3.0216, grad_norm: 1.7896 2021-01-22 02:47:35,549 - mmaction - INFO - Epoch [81][440/2147] lr: 1.556e-01, eta: 7 days, 6:25:16, time: 1.447, data_time: 0.017, memory: 16628, top1_acc: 0.3424, top5_acc: 0.5871, loss_cls: 3.0451, loss: 3.0451, grad_norm: 1.8418 2021-01-22 02:48:05,892 - mmaction - INFO - Epoch [81][460/2147] lr: 1.556e-01, eta: 7 days, 6:24:37, time: 1.511, data_time: 0.011, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5929, loss_cls: 3.0215, loss: 3.0215, grad_norm: 1.8088 2021-01-22 02:48:40,907 - mmaction - INFO - Epoch [81][480/2147] lr: 1.556e-01, eta: 7 days, 6:24:07, time: 1.758, data_time: 0.012, memory: 16628, top1_acc: 0.3375, top5_acc: 0.5848, loss_cls: 3.0453, loss: 3.0453, grad_norm: 1.7518 2021-01-22 02:49:09,218 - mmaction - INFO - Epoch [81][500/2147] lr: 1.556e-01, eta: 7 days, 6:23:23, time: 1.416, data_time: 0.004, memory: 16628, top1_acc: 0.3366, top5_acc: 0.5955, loss_cls: 3.0139, loss: 3.0139, grad_norm: 1.7772 2021-01-22 02:49:37,890 - mmaction - INFO - Epoch [81][520/2147] lr: 1.556e-01, eta: 7 days, 6:22:40, time: 1.435, data_time: 0.015, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5853, loss_cls: 3.0256, loss: 3.0256, grad_norm: 1.7927 2021-01-22 02:50:06,782 - mmaction - INFO - Epoch [81][540/2147] lr: 1.556e-01, eta: 7 days, 6:21:57, time: 1.444, data_time: 0.001, memory: 16628, top1_acc: 0.3442, top5_acc: 0.5902, loss_cls: 3.0243, loss: 3.0243, grad_norm: 1.8084 2021-01-22 02:50:35,589 - mmaction - INFO - Epoch [81][560/2147] lr: 1.556e-01, eta: 7 days, 6:21:14, time: 1.441, data_time: 0.003, memory: 16628, top1_acc: 0.3433, top5_acc: 0.5848, loss_cls: 3.0305, loss: 3.0305, grad_norm: 1.7754 2021-01-22 02:51:09,129 - mmaction - INFO - Epoch [81][580/2147] lr: 1.556e-01, eta: 7 days, 6:20:41, time: 1.671, data_time: 0.004, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5817, loss_cls: 3.0610, loss: 3.0610, grad_norm: 1.7788 2021-01-22 02:51:41,278 - mmaction - INFO - Epoch [81][600/2147] lr: 1.556e-01, eta: 7 days, 6:20:02, time: 1.525, data_time: 0.012, memory: 16628, top1_acc: 0.3299, top5_acc: 0.6062, loss_cls: 2.9726, loss: 2.9726, grad_norm: 1.7760 2021-01-22 02:52:11,515 - mmaction - INFO - Epoch [81][620/2147] lr: 1.556e-01, eta: 7 days, 6:19:26, time: 1.600, data_time: 0.159, memory: 16628, top1_acc: 0.3496, top5_acc: 0.5996, loss_cls: 2.9534, loss: 2.9534, grad_norm: 1.8001 2021-01-22 02:52:42,851 - mmaction - INFO - Epoch [81][640/2147] lr: 1.556e-01, eta: 7 days, 6:18:48, time: 1.566, data_time: 0.003, memory: 16628, top1_acc: 0.3379, top5_acc: 0.6098, loss_cls: 2.9904, loss: 2.9904, grad_norm: 1.8258 2021-01-22 02:53:14,594 - mmaction - INFO - Epoch [81][660/2147] lr: 1.556e-01, eta: 7 days, 6:18:12, time: 1.588, data_time: 0.003, memory: 16628, top1_acc: 0.3518, top5_acc: 0.5853, loss_cls: 3.0184, loss: 3.0184, grad_norm: 1.7674 2021-01-22 02:53:52,197 - mmaction - INFO - Epoch [81][680/2147] lr: 1.556e-01, eta: 7 days, 6:17:47, time: 1.858, data_time: 0.010, memory: 16628, top1_acc: 0.3478, top5_acc: 0.5897, loss_cls: 3.0647, loss: 3.0647, grad_norm: 1.7581 2021-01-22 02:54:24,865 - mmaction - INFO - Epoch [81][700/2147] lr: 1.556e-01, eta: 7 days, 6:17:13, time: 1.643, data_time: 0.038, memory: 16628, top1_acc: 0.3388, top5_acc: 0.6161, loss_cls: 2.9590, loss: 2.9590, grad_norm: 1.7960 2021-01-22 02:54:53,808 - mmaction - INFO - Epoch [81][720/2147] lr: 1.556e-01, eta: 7 days, 6:16:30, time: 1.458, data_time: 0.015, memory: 16628, top1_acc: 0.3424, top5_acc: 0.5973, loss_cls: 3.0322, loss: 3.0322, grad_norm: 1.8239 2021-01-22 02:55:28,045 - mmaction - INFO - Epoch [81][740/2147] lr: 1.556e-01, eta: 7 days, 6:15:59, time: 1.706, data_time: 0.006, memory: 16628, top1_acc: 0.3554, top5_acc: 0.5991, loss_cls: 2.9734, loss: 2.9734, grad_norm: 1.7868 2021-01-22 02:55:57,280 - mmaction - INFO - Epoch [81][760/2147] lr: 1.556e-01, eta: 7 days, 6:15:17, time: 1.467, data_time: 0.013, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5853, loss_cls: 3.0677, loss: 3.0677, grad_norm: 1.7845 2021-01-22 02:56:28,868 - mmaction - INFO - Epoch [81][780/2147] lr: 1.556e-01, eta: 7 days, 6:14:40, time: 1.581, data_time: 0.005, memory: 16628, top1_acc: 0.3379, top5_acc: 0.5888, loss_cls: 3.0359, loss: 3.0359, grad_norm: 1.7832 2021-01-22 02:57:11,733 - mmaction - INFO - Epoch [81][800/2147] lr: 1.556e-01, eta: 7 days, 6:14:28, time: 2.137, data_time: 0.006, memory: 16628, top1_acc: 0.3536, top5_acc: 0.6143, loss_cls: 2.9475, loss: 2.9475, grad_norm: 1.7923 2021-01-22 02:57:40,529 - mmaction - INFO - Epoch [81][820/2147] lr: 1.556e-01, eta: 7 days, 6:13:45, time: 1.445, data_time: 0.009, memory: 16628, top1_acc: 0.3451, top5_acc: 0.6062, loss_cls: 2.9672, loss: 2.9672, grad_norm: 1.7721 2021-01-22 02:58:10,035 - mmaction - INFO - Epoch [81][840/2147] lr: 1.556e-01, eta: 7 days, 6:13:03, time: 1.474, data_time: 0.005, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5879, loss_cls: 3.0152, loss: 3.0152, grad_norm: 1.8454 2021-01-22 02:58:42,091 - mmaction - INFO - Epoch [81][860/2147] lr: 1.556e-01, eta: 7 days, 6:12:27, time: 1.592, data_time: 0.006, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5884, loss_cls: 3.0583, loss: 3.0583, grad_norm: 1.7676 2021-01-22 02:59:15,775 - mmaction - INFO - Epoch [81][880/2147] lr: 1.556e-01, eta: 7 days, 6:11:55, time: 1.693, data_time: 0.017, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5808, loss_cls: 3.0765, loss: 3.0765, grad_norm: 1.8349 2021-01-22 02:59:49,722 - mmaction - INFO - Epoch [81][900/2147] lr: 1.556e-01, eta: 7 days, 6:11:23, time: 1.700, data_time: 0.008, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5906, loss_cls: 3.0158, loss: 3.0158, grad_norm: 1.8030 2021-01-22 03:00:19,358 - mmaction - INFO - Epoch [81][920/2147] lr: 1.556e-01, eta: 7 days, 6:10:42, time: 1.484, data_time: 0.009, memory: 16628, top1_acc: 0.3308, top5_acc: 0.5871, loss_cls: 3.0596, loss: 3.0596, grad_norm: 1.7987 2021-01-22 03:00:53,691 - mmaction - INFO - Epoch [81][940/2147] lr: 1.556e-01, eta: 7 days, 6:10:11, time: 1.717, data_time: 0.004, memory: 16628, top1_acc: 0.3125, top5_acc: 0.5741, loss_cls: 3.1154, loss: 3.1154, grad_norm: 1.7790 2021-01-22 03:01:29,246 - mmaction - INFO - Epoch [81][960/2147] lr: 1.556e-01, eta: 7 days, 6:09:42, time: 1.764, data_time: 0.002, memory: 16628, top1_acc: 0.3366, top5_acc: 0.6009, loss_cls: 3.0313, loss: 3.0313, grad_norm: 1.8112 2021-01-22 03:02:06,981 - mmaction - INFO - Epoch [81][980/2147] lr: 1.556e-01, eta: 7 days, 6:09:19, time: 1.896, data_time: 0.022, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5719, loss_cls: 3.0879, loss: 3.0879, grad_norm: 1.7537 2021-01-22 03:02:36,890 - mmaction - INFO - Epoch [81][1000/2147] lr: 1.556e-01, eta: 7 days, 6:08:38, time: 1.490, data_time: 0.009, memory: 16628, top1_acc: 0.3509, top5_acc: 0.5920, loss_cls: 3.0245, loss: 3.0245, grad_norm: 1.7396 2021-01-22 03:03:12,443 - mmaction - INFO - Epoch [81][1020/2147] lr: 1.556e-01, eta: 7 days, 6:08:10, time: 1.780, data_time: 0.025, memory: 16628, top1_acc: 0.3545, top5_acc: 0.6018, loss_cls: 2.9636, loss: 2.9636, grad_norm: 1.7824 2021-01-22 03:03:43,189 - mmaction - INFO - Epoch [81][1040/2147] lr: 1.556e-01, eta: 7 days, 6:07:32, time: 1.541, data_time: 0.012, memory: 16628, top1_acc: 0.3304, top5_acc: 0.6013, loss_cls: 3.0332, loss: 3.0332, grad_norm: 1.8332 2021-01-22 03:04:14,993 - mmaction - INFO - Epoch [81][1060/2147] lr: 1.556e-01, eta: 7 days, 6:06:55, time: 1.591, data_time: 0.007, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5701, loss_cls: 3.1189, loss: 3.1189, grad_norm: 1.8403 2021-01-22 03:04:48,672 - mmaction - INFO - Epoch [81][1080/2147] lr: 1.556e-01, eta: 7 days, 6:06:23, time: 1.679, data_time: 0.007, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5973, loss_cls: 3.0179, loss: 3.0179, grad_norm: 1.7754 2021-01-22 03:05:17,794 - mmaction - INFO - Epoch [81][1100/2147] lr: 1.556e-01, eta: 7 days, 6:05:40, time: 1.462, data_time: 0.012, memory: 16628, top1_acc: 0.3299, top5_acc: 0.5973, loss_cls: 2.9946, loss: 2.9946, grad_norm: 1.8097 2021-01-22 03:05:51,145 - mmaction - INFO - Epoch [81][1120/2147] lr: 1.556e-01, eta: 7 days, 6:05:07, time: 1.664, data_time: 0.010, memory: 16628, top1_acc: 0.3308, top5_acc: 0.6045, loss_cls: 3.0564, loss: 3.0564, grad_norm: 1.8137 2021-01-22 03:06:20,884 - mmaction - INFO - Epoch [81][1140/2147] lr: 1.556e-01, eta: 7 days, 6:04:26, time: 1.491, data_time: 0.008, memory: 16628, top1_acc: 0.3308, top5_acc: 0.5790, loss_cls: 3.0666, loss: 3.0666, grad_norm: 1.7714 2021-01-22 03:06:59,836 - mmaction - INFO - Epoch [81][1160/2147] lr: 1.556e-01, eta: 7 days, 6:04:05, time: 1.942, data_time: 0.005, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5920, loss_cls: 3.0508, loss: 3.0508, grad_norm: 1.7964 2021-01-22 03:07:34,173 - mmaction - INFO - Epoch [81][1180/2147] lr: 1.556e-01, eta: 7 days, 6:03:35, time: 1.724, data_time: 0.013, memory: 16628, top1_acc: 0.3344, top5_acc: 0.5946, loss_cls: 3.0036, loss: 3.0036, grad_norm: 1.8112 2021-01-22 03:08:05,865 - mmaction - INFO - Epoch [81][1200/2147] lr: 1.556e-01, eta: 7 days, 6:02:58, time: 1.581, data_time: 0.002, memory: 16628, top1_acc: 0.3397, top5_acc: 0.5804, loss_cls: 3.0891, loss: 3.0891, grad_norm: 1.8162 2021-01-22 03:08:36,193 - mmaction - INFO - Epoch [81][1220/2147] lr: 1.556e-01, eta: 7 days, 6:02:18, time: 1.515, data_time: 0.008, memory: 16628, top1_acc: 0.3424, top5_acc: 0.6000, loss_cls: 3.0214, loss: 3.0214, grad_norm: 1.7706 2021-01-22 03:09:05,454 - mmaction - INFO - Epoch [81][1240/2147] lr: 1.556e-01, eta: 7 days, 6:01:36, time: 1.464, data_time: 0.009, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5844, loss_cls: 3.0520, loss: 3.0520, grad_norm: 1.7922 2021-01-22 03:09:37,083 - mmaction - INFO - Epoch [81][1260/2147] lr: 1.556e-01, eta: 7 days, 6:00:59, time: 1.582, data_time: 0.009, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5799, loss_cls: 3.1118, loss: 3.1118, grad_norm: 1.7837 2021-01-22 03:10:08,455 - mmaction - INFO - Epoch [81][1280/2147] lr: 1.556e-01, eta: 7 days, 6:00:22, time: 1.571, data_time: 0.012, memory: 16628, top1_acc: 0.3473, top5_acc: 0.5906, loss_cls: 3.0414, loss: 3.0414, grad_norm: 1.8005 2021-01-22 03:10:37,372 - mmaction - INFO - Epoch [81][1300/2147] lr: 1.556e-01, eta: 7 days, 5:59:39, time: 1.446, data_time: 0.003, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5701, loss_cls: 3.1443, loss: 3.1443, grad_norm: 1.7874 2021-01-22 03:11:06,614 - mmaction - INFO - Epoch [81][1320/2147] lr: 1.556e-01, eta: 7 days, 5:58:57, time: 1.463, data_time: 0.006, memory: 16628, top1_acc: 0.3442, top5_acc: 0.5973, loss_cls: 2.9815, loss: 2.9815, grad_norm: 1.7809 2021-01-22 03:11:41,296 - mmaction - INFO - Epoch [81][1340/2147] lr: 1.556e-01, eta: 7 days, 5:58:21, time: 1.589, data_time: 0.003, memory: 16628, top1_acc: 0.3371, top5_acc: 0.5906, loss_cls: 3.0403, loss: 3.0403, grad_norm: 1.7851 2021-01-22 03:12:12,261 - mmaction - INFO - Epoch [81][1360/2147] lr: 1.556e-01, eta: 7 days, 5:57:49, time: 1.693, data_time: 0.149, memory: 16628, top1_acc: 0.3469, top5_acc: 0.6009, loss_cls: 2.9930, loss: 2.9930, grad_norm: 1.7484 2021-01-22 03:12:40,768 - mmaction - INFO - Epoch [81][1380/2147] lr: 1.556e-01, eta: 7 days, 5:57:05, time: 1.425, data_time: 0.001, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5862, loss_cls: 3.0826, loss: 3.0826, grad_norm: 1.7914 2021-01-22 03:13:09,444 - mmaction - INFO - Epoch [81][1400/2147] lr: 1.556e-01, eta: 7 days, 5:56:22, time: 1.431, data_time: 0.003, memory: 16628, top1_acc: 0.3438, top5_acc: 0.6040, loss_cls: 2.9814, loss: 2.9814, grad_norm: 1.7890 2021-01-22 03:13:38,169 - mmaction - INFO - Epoch [81][1420/2147] lr: 1.556e-01, eta: 7 days, 5:55:39, time: 1.439, data_time: 0.004, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5759, loss_cls: 3.1123, loss: 3.1123, grad_norm: 1.8659 2021-01-22 03:14:13,527 - mmaction - INFO - Epoch [81][1440/2147] lr: 1.556e-01, eta: 7 days, 5:55:10, time: 1.761, data_time: 0.005, memory: 16628, top1_acc: 0.3232, top5_acc: 0.6018, loss_cls: 3.0142, loss: 3.0142, grad_norm: 1.8175 2021-01-22 03:14:42,824 - mmaction - INFO - Epoch [81][1460/2147] lr: 1.556e-01, eta: 7 days, 5:54:28, time: 1.465, data_time: 0.009, memory: 16628, top1_acc: 0.3344, top5_acc: 0.5781, loss_cls: 3.0865, loss: 3.0865, grad_norm: 1.8019 2021-01-22 03:15:11,910 - mmaction - INFO - Epoch [81][1480/2147] lr: 1.556e-01, eta: 7 days, 5:53:46, time: 1.460, data_time: 0.010, memory: 16628, top1_acc: 0.3379, top5_acc: 0.5884, loss_cls: 3.0727, loss: 3.0727, grad_norm: 1.7627 2021-01-22 03:15:44,241 - mmaction - INFO - Epoch [81][1500/2147] lr: 1.556e-01, eta: 7 days, 5:53:11, time: 1.617, data_time: 0.006, memory: 16628, top1_acc: 0.3504, top5_acc: 0.5937, loss_cls: 3.0452, loss: 3.0452, grad_norm: 1.7586 2021-01-22 03:16:15,851 - mmaction - INFO - Epoch [81][1520/2147] lr: 1.556e-01, eta: 7 days, 5:52:33, time: 1.573, data_time: 0.003, memory: 16628, top1_acc: 0.3661, top5_acc: 0.5960, loss_cls: 2.9323, loss: 2.9323, grad_norm: 1.7841 2021-01-22 03:17:02,308 - mmaction - INFO - Epoch [81][1540/2147] lr: 1.556e-01, eta: 7 days, 5:52:29, time: 2.324, data_time: 0.013, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5897, loss_cls: 3.0278, loss: 3.0278, grad_norm: 1.8267 2021-01-22 03:17:32,268 - mmaction - INFO - Epoch [81][1560/2147] lr: 1.556e-01, eta: 7 days, 5:51:48, time: 1.498, data_time: 0.017, memory: 16628, top1_acc: 0.3585, top5_acc: 0.6058, loss_cls: 2.9383, loss: 2.9383, grad_norm: 1.7445 2021-01-22 03:18:04,362 - mmaction - INFO - Epoch [81][1580/2147] lr: 1.556e-01, eta: 7 days, 5:51:13, time: 1.609, data_time: 0.007, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5933, loss_cls: 2.9867, loss: 2.9867, grad_norm: 1.7926 2021-01-22 03:18:34,607 - mmaction - INFO - Epoch [81][1600/2147] lr: 1.556e-01, eta: 7 days, 5:50:33, time: 1.514, data_time: 0.009, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5915, loss_cls: 3.0182, loss: 3.0182, grad_norm: 1.7783 2021-01-22 03:19:03,126 - mmaction - INFO - Epoch [81][1620/2147] lr: 1.556e-01, eta: 7 days, 5:49:50, time: 1.427, data_time: 0.003, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5830, loss_cls: 3.0860, loss: 3.0860, grad_norm: 1.8228 2021-01-22 03:19:31,412 - mmaction - INFO - Epoch [81][1640/2147] lr: 1.556e-01, eta: 7 days, 5:49:05, time: 1.414, data_time: 0.003, memory: 16628, top1_acc: 0.3371, top5_acc: 0.5978, loss_cls: 2.9929, loss: 2.9929, grad_norm: 1.8146 2021-01-22 03:20:01,115 - mmaction - INFO - Epoch [81][1660/2147] lr: 1.556e-01, eta: 7 days, 5:48:24, time: 1.482, data_time: 0.004, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5759, loss_cls: 3.0542, loss: 3.0542, grad_norm: 1.8042 2021-01-22 03:20:32,166 - mmaction - INFO - Epoch [81][1680/2147] lr: 1.556e-01, eta: 7 days, 5:47:46, time: 1.556, data_time: 0.008, memory: 16628, top1_acc: 0.3321, top5_acc: 0.5804, loss_cls: 3.0774, loss: 3.0774, grad_norm: 1.8424 2021-01-22 03:21:04,916 - mmaction - INFO - Epoch [81][1700/2147] lr: 1.556e-01, eta: 7 days, 5:47:12, time: 1.631, data_time: 0.002, memory: 16628, top1_acc: 0.3652, top5_acc: 0.6067, loss_cls: 2.9403, loss: 2.9403, grad_norm: 1.7991 2021-01-22 03:21:59,310 - mmaction - INFO - Epoch [81][1720/2147] lr: 1.556e-01, eta: 7 days, 5:47:24, time: 2.719, data_time: 0.008, memory: 16628, top1_acc: 0.3451, top5_acc: 0.5978, loss_cls: 2.9875, loss: 2.9875, grad_norm: 1.7270 2021-01-22 03:22:38,980 - mmaction - INFO - Epoch [81][1740/2147] lr: 1.556e-01, eta: 7 days, 5:47:05, time: 1.983, data_time: 0.015, memory: 16628, top1_acc: 0.3469, top5_acc: 0.5920, loss_cls: 3.0017, loss: 3.0017, grad_norm: 1.7834 2021-01-22 03:23:10,531 - mmaction - INFO - Epoch [81][1760/2147] lr: 1.556e-01, eta: 7 days, 5:46:28, time: 1.583, data_time: 0.012, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5683, loss_cls: 3.1117, loss: 3.1117, grad_norm: 1.8141 2021-01-22 03:23:39,198 - mmaction - INFO - Epoch [81][1780/2147] lr: 1.556e-01, eta: 7 days, 5:45:45, time: 1.436, data_time: 0.005, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5911, loss_cls: 3.0545, loss: 3.0545, grad_norm: 1.7884 2021-01-22 03:24:13,959 - mmaction - INFO - Epoch [81][1800/2147] lr: 1.556e-01, eta: 7 days, 5:45:15, time: 1.728, data_time: 0.006, memory: 16628, top1_acc: 0.3357, top5_acc: 0.5906, loss_cls: 3.0070, loss: 3.0070, grad_norm: 1.8109 2021-01-22 03:24:44,119 - mmaction - INFO - Epoch [81][1820/2147] lr: 1.556e-01, eta: 7 days, 5:44:35, time: 1.518, data_time: 0.013, memory: 16628, top1_acc: 0.3451, top5_acc: 0.5973, loss_cls: 3.0609, loss: 3.0609, grad_norm: 1.8056 2021-01-22 03:25:16,233 - mmaction - INFO - Epoch [81][1840/2147] lr: 1.556e-01, eta: 7 days, 5:43:59, time: 1.602, data_time: 0.002, memory: 16628, top1_acc: 0.3554, top5_acc: 0.6098, loss_cls: 2.9402, loss: 2.9402, grad_norm: 1.7572 2021-01-22 03:25:45,128 - mmaction - INFO - Epoch [81][1860/2147] lr: 1.556e-01, eta: 7 days, 5:43:17, time: 1.449, data_time: 0.010, memory: 16628, top1_acc: 0.3388, top5_acc: 0.5866, loss_cls: 3.0656, loss: 3.0656, grad_norm: 1.7806 2021-01-22 03:26:13,934 - mmaction - INFO - Epoch [81][1880/2147] lr: 1.556e-01, eta: 7 days, 5:42:34, time: 1.440, data_time: 0.005, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5875, loss_cls: 3.0274, loss: 3.0274, grad_norm: 1.7891 2021-01-22 03:27:03,181 - mmaction - INFO - Epoch [81][1900/2147] lr: 1.556e-01, eta: 7 days, 5:42:34, time: 2.449, data_time: 0.003, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5835, loss_cls: 3.0924, loss: 3.0924, grad_norm: 1.7808 2021-01-22 03:27:34,298 - mmaction - INFO - Epoch [81][1920/2147] lr: 1.556e-01, eta: 7 days, 5:41:57, time: 1.567, data_time: 0.016, memory: 16628, top1_acc: 0.3415, top5_acc: 0.5862, loss_cls: 3.0429, loss: 3.0429, grad_norm: 1.7572 2021-01-22 03:28:07,098 - mmaction - INFO - Epoch [81][1940/2147] lr: 1.556e-01, eta: 7 days, 5:41:23, time: 1.639, data_time: 0.004, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5933, loss_cls: 3.0202, loss: 3.0202, grad_norm: 1.7611 2021-01-22 03:28:38,113 - mmaction - INFO - Epoch [81][1960/2147] lr: 1.556e-01, eta: 7 days, 5:40:45, time: 1.552, data_time: 0.006, memory: 16628, top1_acc: 0.3451, top5_acc: 0.6036, loss_cls: 2.9991, loss: 2.9991, grad_norm: 1.7904 2021-01-22 03:29:08,112 - mmaction - INFO - Epoch [81][1980/2147] lr: 1.556e-01, eta: 7 days, 5:40:04, time: 1.501, data_time: 0.006, memory: 16628, top1_acc: 0.3411, top5_acc: 0.5862, loss_cls: 3.0728, loss: 3.0728, grad_norm: 1.7703 2021-01-22 03:29:37,084 - mmaction - INFO - Epoch [81][2000/2147] lr: 1.556e-01, eta: 7 days, 5:39:22, time: 1.448, data_time: 0.005, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5795, loss_cls: 3.0328, loss: 3.0328, grad_norm: 1.6904 2021-01-22 03:30:06,167 - mmaction - INFO - Epoch [81][2020/2147] lr: 1.556e-01, eta: 7 days, 5:38:39, time: 1.450, data_time: 0.005, memory: 16628, top1_acc: 0.3478, top5_acc: 0.5969, loss_cls: 2.9854, loss: 2.9854, grad_norm: 1.7893 2021-01-22 03:30:37,426 - mmaction - INFO - Epoch [81][2040/2147] lr: 1.556e-01, eta: 7 days, 5:38:01, time: 1.557, data_time: 0.013, memory: 16628, top1_acc: 0.3482, top5_acc: 0.6031, loss_cls: 2.9938, loss: 2.9938, grad_norm: 1.8749 2021-01-22 03:31:06,208 - mmaction - INFO - Epoch [81][2060/2147] lr: 1.556e-01, eta: 7 days, 5:37:19, time: 1.447, data_time: 0.016, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5830, loss_cls: 3.0856, loss: 3.0856, grad_norm: 1.7535 2021-01-22 03:31:46,179 - mmaction - INFO - Epoch [81][2080/2147] lr: 1.556e-01, eta: 7 days, 5:37:00, time: 1.995, data_time: 0.004, memory: 16628, top1_acc: 0.3402, top5_acc: 0.6058, loss_cls: 2.9688, loss: 2.9688, grad_norm: 1.7453 2021-01-22 03:32:15,308 - mmaction - INFO - Epoch [81][2100/2147] lr: 1.556e-01, eta: 7 days, 5:36:18, time: 1.462, data_time: 0.011, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5687, loss_cls: 3.0661, loss: 3.0661, grad_norm: 1.7695 2021-01-22 03:32:44,758 - mmaction - INFO - Epoch [81][2120/2147] lr: 1.556e-01, eta: 7 days, 5:35:36, time: 1.473, data_time: 0.003, memory: 16628, top1_acc: 0.3518, top5_acc: 0.5902, loss_cls: 3.0108, loss: 3.0108, grad_norm: 1.8126 2021-01-22 03:33:15,742 - mmaction - INFO - Epoch [81][2140/2147] lr: 1.556e-01, eta: 7 days, 5:34:58, time: 1.548, data_time: 0.003, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5826, loss_cls: 3.0439, loss: 3.0439, grad_norm: 1.7752 2021-01-22 03:39:33,277 - mmaction - INFO - Epoch [82][20/2147] lr: 1.545e-01, eta: 7 days, 5:45:11, time: 17.476, data_time: 15.687, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5839, loss_cls: 3.0578, loss: 3.0578, grad_norm: 1.8177 2021-01-22 03:40:02,941 - mmaction - INFO - Epoch [82][40/2147] lr: 1.545e-01, eta: 7 days, 5:44:30, time: 1.475, data_time: 0.007, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5929, loss_cls: 3.0010, loss: 3.0010, grad_norm: 1.7877 2021-01-22 03:40:38,275 - mmaction - INFO - Epoch [82][60/2147] lr: 1.545e-01, eta: 7 days, 5:44:01, time: 1.769, data_time: 0.021, memory: 16628, top1_acc: 0.3473, top5_acc: 0.5906, loss_cls: 3.0418, loss: 3.0418, grad_norm: 1.7955 2021-01-22 03:41:07,306 - mmaction - INFO - Epoch [82][80/2147] lr: 1.545e-01, eta: 7 days, 5:43:19, time: 1.457, data_time: 0.011, memory: 16628, top1_acc: 0.3415, top5_acc: 0.5973, loss_cls: 3.0150, loss: 3.0150, grad_norm: 1.8320 2021-01-22 03:41:41,846 - mmaction - INFO - Epoch [82][100/2147] lr: 1.545e-01, eta: 7 days, 5:42:48, time: 1.716, data_time: 0.009, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5929, loss_cls: 3.0611, loss: 3.0611, grad_norm: 1.7510 2021-01-22 03:42:16,442 - mmaction - INFO - Epoch [82][120/2147] lr: 1.545e-01, eta: 7 days, 5:42:17, time: 1.734, data_time: 0.015, memory: 16628, top1_acc: 0.3464, top5_acc: 0.6040, loss_cls: 2.9633, loss: 2.9633, grad_norm: 1.7827 2021-01-22 03:42:46,160 - mmaction - INFO - Epoch [82][140/2147] lr: 1.545e-01, eta: 7 days, 5:41:36, time: 1.491, data_time: 0.019, memory: 16628, top1_acc: 0.3321, top5_acc: 0.5906, loss_cls: 3.0159, loss: 3.0159, grad_norm: 1.7993 2021-01-22 03:43:15,527 - mmaction - INFO - Epoch [82][160/2147] lr: 1.545e-01, eta: 7 days, 5:40:55, time: 1.470, data_time: 0.008, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5705, loss_cls: 3.0733, loss: 3.0733, grad_norm: 1.7899 2021-01-22 03:43:44,332 - mmaction - INFO - Epoch [82][180/2147] lr: 1.545e-01, eta: 7 days, 5:40:12, time: 1.440, data_time: 0.004, memory: 16628, top1_acc: 0.3375, top5_acc: 0.5942, loss_cls: 3.0228, loss: 3.0228, grad_norm: 1.7645 2021-01-22 03:44:13,851 - mmaction - INFO - Epoch [82][200/2147] lr: 1.545e-01, eta: 7 days, 5:39:30, time: 1.473, data_time: 0.006, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5835, loss_cls: 3.0899, loss: 3.0899, grad_norm: 1.7871 2021-01-22 03:44:44,153 - mmaction - INFO - Epoch [82][220/2147] lr: 1.545e-01, eta: 7 days, 5:38:50, time: 1.517, data_time: 0.007, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5696, loss_cls: 3.1345, loss: 3.1345, grad_norm: 1.7946 2021-01-22 03:45:19,005 - mmaction - INFO - Epoch [82][240/2147] lr: 1.545e-01, eta: 7 days, 5:38:20, time: 1.739, data_time: 0.006, memory: 16628, top1_acc: 0.3424, top5_acc: 0.5996, loss_cls: 2.9755, loss: 2.9755, grad_norm: 1.7743 2021-01-22 03:45:52,411 - mmaction - INFO - Epoch [82][260/2147] lr: 1.545e-01, eta: 7 days, 5:37:47, time: 1.669, data_time: 0.010, memory: 16628, top1_acc: 0.3469, top5_acc: 0.5848, loss_cls: 3.0660, loss: 3.0660, grad_norm: 1.8022 2021-01-22 03:46:21,036 - mmaction - INFO - Epoch [82][280/2147] lr: 1.545e-01, eta: 7 days, 5:37:04, time: 1.436, data_time: 0.018, memory: 16628, top1_acc: 0.3357, top5_acc: 0.5808, loss_cls: 3.0589, loss: 3.0589, grad_norm: 1.7342 2021-01-22 03:46:50,973 - mmaction - INFO - Epoch [82][300/2147] lr: 1.545e-01, eta: 7 days, 5:36:24, time: 1.498, data_time: 0.004, memory: 16628, top1_acc: 0.3433, top5_acc: 0.6004, loss_cls: 2.9817, loss: 2.9817, grad_norm: 1.7270 2021-01-22 03:47:22,586 - mmaction - INFO - Epoch [82][320/2147] lr: 1.545e-01, eta: 7 days, 5:35:47, time: 1.580, data_time: 0.009, memory: 16628, top1_acc: 0.3335, top5_acc: 0.6094, loss_cls: 2.9961, loss: 2.9961, grad_norm: 1.8217 2021-01-22 03:47:52,090 - mmaction - INFO - Epoch [82][340/2147] lr: 1.545e-01, eta: 7 days, 5:35:05, time: 1.475, data_time: 0.008, memory: 16628, top1_acc: 0.3411, top5_acc: 0.5942, loss_cls: 2.9962, loss: 2.9962, grad_norm: 1.8114 2021-01-22 03:48:20,982 - mmaction - INFO - Epoch [82][360/2147] lr: 1.545e-01, eta: 7 days, 5:34:22, time: 1.441, data_time: 0.012, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5929, loss_cls: 3.0149, loss: 3.0149, grad_norm: 1.8385 2021-01-22 03:48:49,693 - mmaction - INFO - Epoch [82][380/2147] lr: 1.545e-01, eta: 7 days, 5:33:39, time: 1.440, data_time: 0.008, memory: 16628, top1_acc: 0.3295, top5_acc: 0.5750, loss_cls: 3.1239, loss: 3.1239, grad_norm: 1.8132 2021-01-22 03:49:21,211 - mmaction - INFO - Epoch [82][400/2147] lr: 1.545e-01, eta: 7 days, 5:33:02, time: 1.572, data_time: 0.025, memory: 16628, top1_acc: 0.3567, top5_acc: 0.5817, loss_cls: 3.0356, loss: 3.0356, grad_norm: 1.7693 2021-01-22 03:49:59,405 - mmaction - INFO - Epoch [82][420/2147] lr: 1.545e-01, eta: 7 days, 5:32:39, time: 1.909, data_time: 0.007, memory: 16628, top1_acc: 0.3420, top5_acc: 0.5750, loss_cls: 3.0193, loss: 3.0193, grad_norm: 1.7193 2021-01-22 03:50:30,519 - mmaction - INFO - Epoch [82][440/2147] lr: 1.545e-01, eta: 7 days, 5:32:01, time: 1.560, data_time: 0.011, memory: 16628, top1_acc: 0.3442, top5_acc: 0.6027, loss_cls: 2.9912, loss: 2.9912, grad_norm: 1.7748 2021-01-22 03:51:00,568 - mmaction - INFO - Epoch [82][460/2147] lr: 1.545e-01, eta: 7 days, 5:31:21, time: 1.498, data_time: 0.010, memory: 16628, top1_acc: 0.3464, top5_acc: 0.6036, loss_cls: 3.0085, loss: 3.0085, grad_norm: 1.7834 2021-01-22 03:51:32,262 - mmaction - INFO - Epoch [82][480/2147] lr: 1.545e-01, eta: 7 days, 5:30:44, time: 1.585, data_time: 0.026, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5879, loss_cls: 3.0750, loss: 3.0750, grad_norm: 1.7681 2021-01-22 03:52:02,984 - mmaction - INFO - Epoch [82][500/2147] lr: 1.545e-01, eta: 7 days, 5:30:06, time: 1.537, data_time: 0.007, memory: 16628, top1_acc: 0.3411, top5_acc: 0.5987, loss_cls: 3.0186, loss: 3.0186, grad_norm: 1.8453 2021-01-22 03:52:32,521 - mmaction - INFO - Epoch [82][520/2147] lr: 1.545e-01, eta: 7 days, 5:29:24, time: 1.479, data_time: 0.007, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5915, loss_cls: 3.0544, loss: 3.0544, grad_norm: 1.8006 2021-01-22 03:53:07,427 - mmaction - INFO - Epoch [82][540/2147] lr: 1.545e-01, eta: 7 days, 5:28:54, time: 1.745, data_time: 0.005, memory: 16628, top1_acc: 0.3487, top5_acc: 0.5938, loss_cls: 3.0158, loss: 3.0158, grad_norm: 1.7449 2021-01-22 03:53:37,165 - mmaction - INFO - Epoch [82][560/2147] lr: 1.545e-01, eta: 7 days, 5:28:13, time: 1.488, data_time: 0.005, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5964, loss_cls: 3.0127, loss: 3.0127, grad_norm: 1.8344 2021-01-22 03:54:08,011 - mmaction - INFO - Epoch [82][580/2147] lr: 1.545e-01, eta: 7 days, 5:27:35, time: 1.535, data_time: 0.005, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5723, loss_cls: 3.1023, loss: 3.1023, grad_norm: 1.8103 2021-01-22 03:54:38,741 - mmaction - INFO - Epoch [82][600/2147] lr: 1.545e-01, eta: 7 days, 5:26:56, time: 1.543, data_time: 0.031, memory: 16628, top1_acc: 0.3379, top5_acc: 0.6022, loss_cls: 2.9894, loss: 2.9894, grad_norm: 1.7650 2021-01-22 03:55:12,079 - mmaction - INFO - Epoch [82][620/2147] lr: 1.545e-01, eta: 7 days, 5:26:22, time: 1.657, data_time: 0.005, memory: 16628, top1_acc: 0.3384, top5_acc: 0.5893, loss_cls: 3.0453, loss: 3.0453, grad_norm: 1.7765 2021-01-22 03:55:47,008 - mmaction - INFO - Epoch [82][640/2147] lr: 1.545e-01, eta: 7 days, 5:25:53, time: 1.751, data_time: 0.018, memory: 16628, top1_acc: 0.3656, top5_acc: 0.6170, loss_cls: 2.8896, loss: 2.8896, grad_norm: 1.7699 2021-01-22 03:56:17,687 - mmaction - INFO - Epoch [82][660/2147] lr: 1.545e-01, eta: 7 days, 5:25:14, time: 1.541, data_time: 0.009, memory: 16628, top1_acc: 0.3487, top5_acc: 0.6040, loss_cls: 2.9581, loss: 2.9581, grad_norm: 1.8422 2021-01-22 03:56:54,676 - mmaction - INFO - Epoch [82][680/2147] lr: 1.545e-01, eta: 7 days, 5:24:49, time: 1.842, data_time: 0.002, memory: 16628, top1_acc: 0.3509, top5_acc: 0.6076, loss_cls: 2.9245, loss: 2.9245, grad_norm: 1.8538 2021-01-22 03:57:24,091 - mmaction - INFO - Epoch [82][700/2147] lr: 1.545e-01, eta: 7 days, 5:24:07, time: 1.478, data_time: 0.013, memory: 16628, top1_acc: 0.3478, top5_acc: 0.6112, loss_cls: 3.0039, loss: 3.0039, grad_norm: 1.8674 2021-01-22 03:57:52,862 - mmaction - INFO - Epoch [82][720/2147] lr: 1.545e-01, eta: 7 days, 5:23:24, time: 1.439, data_time: 0.005, memory: 16628, top1_acc: 0.3357, top5_acc: 0.5911, loss_cls: 3.0536, loss: 3.0536, grad_norm: 1.8131 2021-01-22 03:58:25,111 - mmaction - INFO - Epoch [82][740/2147] lr: 1.545e-01, eta: 7 days, 5:22:48, time: 1.602, data_time: 0.004, memory: 16628, top1_acc: 0.3446, top5_acc: 0.5875, loss_cls: 3.0264, loss: 3.0264, grad_norm: 1.7720 2021-01-22 03:58:58,913 - mmaction - INFO - Epoch [82][760/2147] lr: 1.545e-01, eta: 7 days, 5:22:16, time: 1.697, data_time: 0.019, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5875, loss_cls: 3.0320, loss: 3.0320, grad_norm: 1.8113 2021-01-22 03:59:27,876 - mmaction - INFO - Epoch [82][780/2147] lr: 1.545e-01, eta: 7 days, 5:21:34, time: 1.452, data_time: 0.010, memory: 16628, top1_acc: 0.3295, top5_acc: 0.6018, loss_cls: 3.0172, loss: 3.0172, grad_norm: 1.7784 2021-01-22 03:59:57,185 - mmaction - INFO - Epoch [82][800/2147] lr: 1.545e-01, eta: 7 days, 5:20:52, time: 1.460, data_time: 0.003, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5821, loss_cls: 3.0377, loss: 3.0377, grad_norm: 1.8389 2021-01-22 04:00:28,265 - mmaction - INFO - Epoch [82][820/2147] lr: 1.545e-01, eta: 7 days, 5:20:14, time: 1.547, data_time: 0.008, memory: 16628, top1_acc: 0.3451, top5_acc: 0.6071, loss_cls: 2.9833, loss: 2.9833, grad_norm: 1.7946 2021-01-22 04:00:57,627 - mmaction - INFO - Epoch [82][840/2147] lr: 1.545e-01, eta: 7 days, 5:19:32, time: 1.475, data_time: 0.018, memory: 16628, top1_acc: 0.3562, top5_acc: 0.6232, loss_cls: 2.9321, loss: 2.9321, grad_norm: 1.7852 2021-01-22 04:01:28,012 - mmaction - INFO - Epoch [82][860/2147] lr: 1.545e-01, eta: 7 days, 5:18:53, time: 1.524, data_time: 0.007, memory: 16628, top1_acc: 0.3437, top5_acc: 0.5929, loss_cls: 3.0427, loss: 3.0427, grad_norm: 1.7710 2021-01-22 04:02:01,211 - mmaction - INFO - Epoch [82][880/2147] lr: 1.545e-01, eta: 7 days, 5:18:19, time: 1.653, data_time: 0.009, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5804, loss_cls: 3.0700, loss: 3.0700, grad_norm: 1.8243 2021-01-22 04:02:32,578 - mmaction - INFO - Epoch [82][900/2147] lr: 1.545e-01, eta: 7 days, 5:17:42, time: 1.570, data_time: 0.008, memory: 16628, top1_acc: 0.3321, top5_acc: 0.5830, loss_cls: 3.0918, loss: 3.0918, grad_norm: 1.8158 2021-01-22 04:03:09,436 - mmaction - INFO - Epoch [82][920/2147] lr: 1.545e-01, eta: 7 days, 5:17:16, time: 1.840, data_time: 0.015, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5799, loss_cls: 3.0878, loss: 3.0878, grad_norm: 1.7777 2021-01-22 04:03:38,249 - mmaction - INFO - Epoch [82][940/2147] lr: 1.545e-01, eta: 7 days, 5:16:33, time: 1.447, data_time: 0.012, memory: 16628, top1_acc: 0.3384, top5_acc: 0.5973, loss_cls: 3.0225, loss: 3.0225, grad_norm: 1.7880 2021-01-22 04:04:09,579 - mmaction - INFO - Epoch [82][960/2147] lr: 1.545e-01, eta: 7 days, 5:15:56, time: 1.568, data_time: 0.004, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5759, loss_cls: 3.1105, loss: 3.1105, grad_norm: 1.8395 2021-01-22 04:04:43,052 - mmaction - INFO - Epoch [82][980/2147] lr: 1.545e-01, eta: 7 days, 5:15:23, time: 1.669, data_time: 0.002, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5808, loss_cls: 3.0930, loss: 3.0930, grad_norm: 1.7565 2021-01-22 04:05:12,484 - mmaction - INFO - Epoch [82][1000/2147] lr: 1.545e-01, eta: 7 days, 5:14:41, time: 1.472, data_time: 0.010, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5964, loss_cls: 3.0307, loss: 3.0307, grad_norm: 1.7733 2021-01-22 04:05:44,868 - mmaction - INFO - Epoch [82][1020/2147] lr: 1.545e-01, eta: 7 days, 5:14:06, time: 1.615, data_time: 0.007, memory: 16628, top1_acc: 0.3402, top5_acc: 0.6121, loss_cls: 2.9879, loss: 2.9879, grad_norm: 1.8267 2021-01-22 04:06:13,427 - mmaction - INFO - Epoch [82][1040/2147] lr: 1.545e-01, eta: 7 days, 5:13:23, time: 1.436, data_time: 0.016, memory: 16628, top1_acc: 0.3295, top5_acc: 0.5996, loss_cls: 3.0220, loss: 3.0220, grad_norm: 1.8544 2021-01-22 04:06:47,753 - mmaction - INFO - Epoch [82][1060/2147] lr: 1.545e-01, eta: 7 days, 5:12:52, time: 1.708, data_time: 0.006, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5879, loss_cls: 3.0831, loss: 3.0831, grad_norm: 1.8116 2021-01-22 04:07:19,075 - mmaction - INFO - Epoch [82][1080/2147] lr: 1.545e-01, eta: 7 days, 5:12:14, time: 1.574, data_time: 0.013, memory: 16628, top1_acc: 0.3281, top5_acc: 0.5862, loss_cls: 3.0101, loss: 3.0101, grad_norm: 1.7424 2021-01-22 04:07:47,895 - mmaction - INFO - Epoch [82][1100/2147] lr: 1.545e-01, eta: 7 days, 5:11:31, time: 1.439, data_time: 0.005, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5790, loss_cls: 3.0481, loss: 3.0481, grad_norm: 1.7811 2021-01-22 04:08:18,110 - mmaction - INFO - Epoch [82][1120/2147] lr: 1.545e-01, eta: 7 days, 5:10:52, time: 1.511, data_time: 0.014, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5951, loss_cls: 3.0575, loss: 3.0575, grad_norm: 1.7573 2021-01-22 04:08:48,139 - mmaction - INFO - Epoch [82][1140/2147] lr: 1.545e-01, eta: 7 days, 5:10:11, time: 1.488, data_time: 0.009, memory: 16628, top1_acc: 0.3281, top5_acc: 0.5848, loss_cls: 3.0474, loss: 3.0474, grad_norm: 1.7871 2021-01-22 04:09:18,109 - mmaction - INFO - Epoch [82][1160/2147] lr: 1.545e-01, eta: 7 days, 5:09:31, time: 1.513, data_time: 0.022, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5982, loss_cls: 3.0271, loss: 3.0271, grad_norm: 1.7890 2021-01-22 04:09:51,790 - mmaction - INFO - Epoch [82][1180/2147] lr: 1.545e-01, eta: 7 days, 5:08:58, time: 1.672, data_time: 0.007, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5960, loss_cls: 3.0648, loss: 3.0648, grad_norm: 1.7811 2021-01-22 04:10:20,638 - mmaction - INFO - Epoch [82][1200/2147] lr: 1.545e-01, eta: 7 days, 5:08:16, time: 1.455, data_time: 0.022, memory: 16628, top1_acc: 0.3433, top5_acc: 0.6018, loss_cls: 2.9884, loss: 2.9884, grad_norm: 1.7943 2021-01-22 04:10:52,807 - mmaction - INFO - Epoch [82][1220/2147] lr: 1.545e-01, eta: 7 days, 5:07:40, time: 1.609, data_time: 0.008, memory: 16628, top1_acc: 0.3576, top5_acc: 0.6179, loss_cls: 2.9331, loss: 2.9331, grad_norm: 1.7976 2021-01-22 04:11:23,840 - mmaction - INFO - Epoch [82][1240/2147] lr: 1.545e-01, eta: 7 days, 5:07:02, time: 1.546, data_time: 0.005, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5710, loss_cls: 3.1319, loss: 3.1319, grad_norm: 1.7978 2021-01-22 04:12:04,093 - mmaction - INFO - Epoch [82][1260/2147] lr: 1.545e-01, eta: 7 days, 5:06:44, time: 2.019, data_time: 0.122, memory: 16628, top1_acc: 0.3295, top5_acc: 0.5888, loss_cls: 3.0348, loss: 3.0348, grad_norm: 1.7828 2021-01-22 04:12:35,616 - mmaction - INFO - Epoch [82][1280/2147] lr: 1.545e-01, eta: 7 days, 5:06:07, time: 1.574, data_time: 0.005, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5973, loss_cls: 3.0811, loss: 3.0811, grad_norm: 1.8370 2021-01-22 04:13:06,879 - mmaction - INFO - Epoch [82][1300/2147] lr: 1.545e-01, eta: 7 days, 5:05:29, time: 1.563, data_time: 0.019, memory: 16628, top1_acc: 0.3513, top5_acc: 0.6054, loss_cls: 2.9272, loss: 2.9272, grad_norm: 1.8143 2021-01-22 04:13:38,855 - mmaction - INFO - Epoch [82][1320/2147] lr: 1.545e-01, eta: 7 days, 5:04:53, time: 1.594, data_time: 0.006, memory: 16628, top1_acc: 0.3384, top5_acc: 0.5884, loss_cls: 3.0784, loss: 3.0784, grad_norm: 1.8313 2021-01-22 04:14:11,559 - mmaction - INFO - Epoch [82][1340/2147] lr: 1.545e-01, eta: 7 days, 5:04:18, time: 1.640, data_time: 0.011, memory: 16628, top1_acc: 0.3366, top5_acc: 0.6045, loss_cls: 2.9794, loss: 2.9794, grad_norm: 1.8138 2021-01-22 04:14:42,308 - mmaction - INFO - Epoch [82][1360/2147] lr: 1.545e-01, eta: 7 days, 5:03:39, time: 1.534, data_time: 0.007, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5897, loss_cls: 3.0499, loss: 3.0499, grad_norm: 1.8236 2021-01-22 04:15:13,046 - mmaction - INFO - Epoch [82][1380/2147] lr: 1.545e-01, eta: 7 days, 5:03:01, time: 1.543, data_time: 0.009, memory: 16628, top1_acc: 0.3344, top5_acc: 0.5951, loss_cls: 3.0127, loss: 3.0127, grad_norm: 1.7522 2021-01-22 04:15:43,336 - mmaction - INFO - Epoch [82][1400/2147] lr: 1.545e-01, eta: 7 days, 5:02:21, time: 1.506, data_time: 0.007, memory: 16628, top1_acc: 0.3460, top5_acc: 0.6147, loss_cls: 2.9674, loss: 2.9674, grad_norm: 1.8467 2021-01-22 04:16:14,946 - mmaction - INFO - Epoch [82][1420/2147] lr: 1.545e-01, eta: 7 days, 5:01:44, time: 1.589, data_time: 0.013, memory: 16628, top1_acc: 0.3406, top5_acc: 0.6009, loss_cls: 2.9785, loss: 2.9785, grad_norm: 1.8251 2021-01-22 04:16:46,877 - mmaction - INFO - Epoch [82][1440/2147] lr: 1.545e-01, eta: 7 days, 5:01:08, time: 1.595, data_time: 0.005, memory: 16628, top1_acc: 0.3487, top5_acc: 0.6049, loss_cls: 2.9903, loss: 2.9903, grad_norm: 1.8068 2021-01-22 04:17:16,657 - mmaction - INFO - Epoch [82][1460/2147] lr: 1.545e-01, eta: 7 days, 5:00:27, time: 1.483, data_time: 0.004, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5951, loss_cls: 3.0496, loss: 3.0496, grad_norm: 1.8320 2021-01-22 04:17:49,118 - mmaction - INFO - Epoch [82][1480/2147] lr: 1.545e-01, eta: 7 days, 4:59:52, time: 1.626, data_time: 0.010, memory: 16628, top1_acc: 0.3321, top5_acc: 0.5853, loss_cls: 3.1047, loss: 3.1047, grad_norm: 1.7852 2021-01-22 04:18:22,306 - mmaction - INFO - Epoch [82][1500/2147] lr: 1.545e-01, eta: 7 days, 4:59:19, time: 1.664, data_time: 0.008, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5848, loss_cls: 3.0730, loss: 3.0730, grad_norm: 1.8117 2021-01-22 04:18:52,297 - mmaction - INFO - Epoch [82][1520/2147] lr: 1.545e-01, eta: 7 days, 4:58:39, time: 1.501, data_time: 0.005, memory: 16628, top1_acc: 0.3433, top5_acc: 0.5960, loss_cls: 3.0200, loss: 3.0200, grad_norm: 1.7803 2021-01-22 04:19:21,440 - mmaction - INFO - Epoch [82][1540/2147] lr: 1.545e-01, eta: 7 days, 4:57:56, time: 1.450, data_time: 0.001, memory: 16628, top1_acc: 0.3504, top5_acc: 0.6121, loss_cls: 2.9692, loss: 2.9692, grad_norm: 1.7674 2021-01-22 04:19:51,403 - mmaction - INFO - Epoch [82][1560/2147] lr: 1.545e-01, eta: 7 days, 4:57:16, time: 1.501, data_time: 0.009, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5951, loss_cls: 3.0274, loss: 3.0274, grad_norm: 1.7898 2021-01-22 04:20:22,113 - mmaction - INFO - Epoch [82][1580/2147] lr: 1.545e-01, eta: 7 days, 4:56:37, time: 1.537, data_time: 0.008, memory: 16628, top1_acc: 0.3321, top5_acc: 0.6098, loss_cls: 2.9922, loss: 2.9922, grad_norm: 1.8048 2021-01-22 04:20:51,195 - mmaction - INFO - Epoch [82][1600/2147] lr: 1.545e-01, eta: 7 days, 4:55:55, time: 1.447, data_time: 0.009, memory: 16628, top1_acc: 0.3411, top5_acc: 0.5839, loss_cls: 3.0764, loss: 3.0764, grad_norm: 1.8430 2021-01-22 04:21:23,973 - mmaction - INFO - Epoch [82][1620/2147] lr: 1.545e-01, eta: 7 days, 4:55:21, time: 1.646, data_time: 0.011, memory: 16628, top1_acc: 0.3625, top5_acc: 0.6036, loss_cls: 2.9481, loss: 2.9481, grad_norm: 1.7256 2021-01-22 04:22:04,911 - mmaction - INFO - Epoch [82][1640/2147] lr: 1.545e-01, eta: 7 days, 4:55:04, time: 2.043, data_time: 0.005, memory: 16628, top1_acc: 0.3522, top5_acc: 0.6121, loss_cls: 2.9594, loss: 2.9594, grad_norm: 1.8452 2021-01-22 04:22:34,266 - mmaction - INFO - Epoch [82][1660/2147] lr: 1.545e-01, eta: 7 days, 4:54:22, time: 1.474, data_time: 0.007, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5710, loss_cls: 3.1331, loss: 3.1331, grad_norm: 1.7952 2021-01-22 04:23:03,105 - mmaction - INFO - Epoch [82][1680/2147] lr: 1.545e-01, eta: 7 days, 4:53:40, time: 1.441, data_time: 0.006, memory: 16628, top1_acc: 0.3509, top5_acc: 0.5955, loss_cls: 2.9955, loss: 2.9955, grad_norm: 1.7393 2021-01-22 04:23:37,744 - mmaction - INFO - Epoch [82][1700/2147] lr: 1.545e-01, eta: 7 days, 4:53:08, time: 1.709, data_time: 0.005, memory: 16628, top1_acc: 0.3509, top5_acc: 0.5884, loss_cls: 3.0228, loss: 3.0228, grad_norm: 1.7906 2021-01-22 04:24:06,404 - mmaction - INFO - Epoch [82][1720/2147] lr: 1.545e-01, eta: 7 days, 4:52:26, time: 1.455, data_time: 0.027, memory: 16628, top1_acc: 0.3487, top5_acc: 0.5991, loss_cls: 2.9546, loss: 2.9546, grad_norm: 1.8060 2021-01-22 04:24:35,050 - mmaction - INFO - Epoch [82][1740/2147] lr: 1.545e-01, eta: 7 days, 4:51:43, time: 1.434, data_time: 0.005, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5888, loss_cls: 3.0319, loss: 3.0319, grad_norm: 1.7939 2021-01-22 04:25:04,746 - mmaction - INFO - Epoch [82][1760/2147] lr: 1.545e-01, eta: 7 days, 4:51:02, time: 1.482, data_time: 0.004, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5906, loss_cls: 3.0561, loss: 3.0561, grad_norm: 1.8342 2021-01-22 04:25:34,730 - mmaction - INFO - Epoch [82][1780/2147] lr: 1.545e-01, eta: 7 days, 4:50:21, time: 1.494, data_time: 0.004, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5946, loss_cls: 3.0388, loss: 3.0388, grad_norm: 1.7949 2021-01-22 04:26:03,642 - mmaction - INFO - Epoch [82][1800/2147] lr: 1.545e-01, eta: 7 days, 4:49:39, time: 1.452, data_time: 0.013, memory: 16628, top1_acc: 0.3290, top5_acc: 0.6022, loss_cls: 2.9952, loss: 2.9952, grad_norm: 1.8328 2021-01-22 04:26:31,996 - mmaction - INFO - Epoch [82][1820/2147] lr: 1.545e-01, eta: 7 days, 4:48:55, time: 1.415, data_time: 0.004, memory: 16628, top1_acc: 0.3420, top5_acc: 0.5960, loss_cls: 2.9967, loss: 2.9967, grad_norm: 1.8304 2021-01-22 04:27:05,263 - mmaction - INFO - Epoch [82][1840/2147] lr: 1.545e-01, eta: 7 days, 4:48:22, time: 1.666, data_time: 0.074, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5737, loss_cls: 3.1335, loss: 3.1335, grad_norm: 1.8499 2021-01-22 04:27:34,858 - mmaction - INFO - Epoch [82][1860/2147] lr: 1.545e-01, eta: 7 days, 4:47:41, time: 1.477, data_time: 0.009, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5902, loss_cls: 3.0270, loss: 3.0270, grad_norm: 1.7755 2021-01-22 04:28:04,216 - mmaction - INFO - Epoch [82][1880/2147] lr: 1.545e-01, eta: 7 days, 4:46:59, time: 1.472, data_time: 0.009, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5665, loss_cls: 3.1322, loss: 3.1322, grad_norm: 1.7852 2021-01-22 04:28:37,078 - mmaction - INFO - Epoch [82][1900/2147] lr: 1.545e-01, eta: 7 days, 4:46:25, time: 1.636, data_time: 0.002, memory: 16628, top1_acc: 0.3451, top5_acc: 0.5996, loss_cls: 2.9875, loss: 2.9875, grad_norm: 1.7660 2021-01-22 04:29:08,941 - mmaction - INFO - Epoch [82][1920/2147] lr: 1.545e-01, eta: 7 days, 4:45:49, time: 1.595, data_time: 0.012, memory: 16628, top1_acc: 0.3482, top5_acc: 0.5888, loss_cls: 3.0044, loss: 3.0044, grad_norm: 1.7703 2021-01-22 04:29:37,478 - mmaction - INFO - Epoch [82][1940/2147] lr: 1.545e-01, eta: 7 days, 4:45:06, time: 1.432, data_time: 0.008, memory: 16628, top1_acc: 0.3388, top5_acc: 0.5951, loss_cls: 2.9858, loss: 2.9858, grad_norm: 1.7917 2021-01-22 04:30:08,576 - mmaction - INFO - Epoch [82][1960/2147] lr: 1.545e-01, eta: 7 days, 4:44:27, time: 1.547, data_time: 0.004, memory: 16628, top1_acc: 0.3504, top5_acc: 0.6080, loss_cls: 2.9806, loss: 2.9806, grad_norm: 1.7797 2021-01-22 04:30:37,607 - mmaction - INFO - Epoch [82][1980/2147] lr: 1.545e-01, eta: 7 days, 4:43:45, time: 1.459, data_time: 0.013, memory: 16628, top1_acc: 0.3308, top5_acc: 0.5786, loss_cls: 3.0735, loss: 3.0735, grad_norm: 1.8175 2021-01-22 04:31:09,237 - mmaction - INFO - Epoch [82][2000/2147] lr: 1.545e-01, eta: 7 days, 4:43:08, time: 1.579, data_time: 0.005, memory: 16628, top1_acc: 0.3295, top5_acc: 0.5781, loss_cls: 3.0829, loss: 3.0829, grad_norm: 1.8089 2021-01-22 04:31:39,454 - mmaction - INFO - Epoch [82][2020/2147] lr: 1.545e-01, eta: 7 days, 4:42:27, time: 1.480, data_time: 0.007, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5933, loss_cls: 3.0589, loss: 3.0589, grad_norm: 1.8047 2021-01-22 04:32:10,054 - mmaction - INFO - Epoch [82][2040/2147] lr: 1.545e-01, eta: 7 days, 4:41:50, time: 1.560, data_time: 0.037, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5982, loss_cls: 3.0333, loss: 3.0333, grad_norm: 1.8086 2021-01-22 04:32:48,439 - mmaction - INFO - Epoch [82][2060/2147] lr: 1.545e-01, eta: 7 days, 4:41:27, time: 1.916, data_time: 0.008, memory: 16628, top1_acc: 0.3420, top5_acc: 0.6116, loss_cls: 2.9818, loss: 2.9818, grad_norm: 1.7883 2021-01-22 04:33:17,238 - mmaction - INFO - Epoch [82][2080/2147] lr: 1.545e-01, eta: 7 days, 4:40:45, time: 1.447, data_time: 0.015, memory: 16628, top1_acc: 0.3487, top5_acc: 0.6022, loss_cls: 2.9627, loss: 2.9627, grad_norm: 1.8173 2021-01-22 04:33:46,858 - mmaction - INFO - Epoch [82][2100/2147] lr: 1.545e-01, eta: 7 days, 4:40:04, time: 1.478, data_time: 0.003, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5759, loss_cls: 3.1124, loss: 3.1124, grad_norm: 1.7992 2021-01-22 04:34:18,908 - mmaction - INFO - Epoch [82][2120/2147] lr: 1.545e-01, eta: 7 days, 4:39:28, time: 1.602, data_time: 0.005, memory: 16628, top1_acc: 0.3451, top5_acc: 0.6085, loss_cls: 2.9602, loss: 2.9602, grad_norm: 1.7804 2021-01-22 04:34:55,840 - mmaction - INFO - Epoch [82][2140/2147] lr: 1.545e-01, eta: 7 days, 4:39:02, time: 1.833, data_time: 0.010, memory: 16628, top1_acc: 0.3536, top5_acc: 0.5942, loss_cls: 2.9981, loss: 2.9981, grad_norm: 1.7798 2021-01-22 04:40:49,010 - mmaction - INFO - Epoch [83][20/2147] lr: 1.535e-01, eta: 7 days, 4:48:10, time: 16.226, data_time: 14.626, memory: 16628, top1_acc: 0.3688, top5_acc: 0.6201, loss_cls: 2.9121, loss: 2.9121, grad_norm: 1.7941 2021-01-22 04:41:20,687 - mmaction - INFO - Epoch [83][40/2147] lr: 1.535e-01, eta: 7 days, 4:47:33, time: 1.580, data_time: 0.012, memory: 16628, top1_acc: 0.3379, top5_acc: 0.6094, loss_cls: 2.9842, loss: 2.9842, grad_norm: 1.7834 2021-01-22 04:42:00,181 - mmaction - INFO - Epoch [83][60/2147] lr: 1.535e-01, eta: 7 days, 4:47:13, time: 1.980, data_time: 0.012, memory: 16628, top1_acc: 0.3594, top5_acc: 0.6103, loss_cls: 2.9376, loss: 2.9376, grad_norm: 1.8412 2021-01-22 04:42:30,963 - mmaction - INFO - Epoch [83][80/2147] lr: 1.535e-01, eta: 7 days, 4:46:34, time: 1.541, data_time: 0.014, memory: 16628, top1_acc: 0.3424, top5_acc: 0.6018, loss_cls: 2.9351, loss: 2.9351, grad_norm: 1.7653 2021-01-22 04:43:02,560 - mmaction - INFO - Epoch [83][100/2147] lr: 1.535e-01, eta: 7 days, 4:45:57, time: 1.577, data_time: 0.006, memory: 16628, top1_acc: 0.3411, top5_acc: 0.5915, loss_cls: 3.0488, loss: 3.0488, grad_norm: 1.8611 2021-01-22 04:43:37,126 - mmaction - INFO - Epoch [83][120/2147] lr: 1.535e-01, eta: 7 days, 4:45:27, time: 1.728, data_time: 0.006, memory: 16628, top1_acc: 0.3482, top5_acc: 0.6089, loss_cls: 2.9913, loss: 2.9913, grad_norm: 1.7957 2021-01-22 04:44:06,636 - mmaction - INFO - Epoch [83][140/2147] lr: 1.535e-01, eta: 7 days, 4:44:45, time: 1.477, data_time: 0.013, memory: 16628, top1_acc: 0.3424, top5_acc: 0.6000, loss_cls: 2.9828, loss: 2.9828, grad_norm: 1.8107 2021-01-22 04:44:38,049 - mmaction - INFO - Epoch [83][160/2147] lr: 1.535e-01, eta: 7 days, 4:44:08, time: 1.571, data_time: 0.008, memory: 16628, top1_acc: 0.3129, top5_acc: 0.5929, loss_cls: 3.0646, loss: 3.0646, grad_norm: 1.8159 2021-01-22 04:45:10,721 - mmaction - INFO - Epoch [83][180/2147] lr: 1.535e-01, eta: 7 days, 4:43:33, time: 1.630, data_time: 0.009, memory: 16628, top1_acc: 0.3491, top5_acc: 0.6125, loss_cls: 2.9475, loss: 2.9475, grad_norm: 1.7989 2021-01-22 04:45:40,144 - mmaction - INFO - Epoch [83][200/2147] lr: 1.535e-01, eta: 7 days, 4:42:52, time: 1.472, data_time: 0.010, memory: 16628, top1_acc: 0.3388, top5_acc: 0.5987, loss_cls: 3.0032, loss: 3.0032, grad_norm: 1.8179 2021-01-22 04:46:09,100 - mmaction - INFO - Epoch [83][220/2147] lr: 1.535e-01, eta: 7 days, 4:42:09, time: 1.451, data_time: 0.006, memory: 16628, top1_acc: 0.3402, top5_acc: 0.6054, loss_cls: 3.0007, loss: 3.0007, grad_norm: 1.8158 2021-01-22 04:46:43,315 - mmaction - INFO - Epoch [83][240/2147] lr: 1.535e-01, eta: 7 days, 4:41:33, time: 1.580, data_time: 0.005, memory: 16628, top1_acc: 0.3478, top5_acc: 0.5964, loss_cls: 3.0082, loss: 3.0082, grad_norm: 1.8002 2021-01-22 04:47:20,889 - mmaction - INFO - Epoch [83][260/2147] lr: 1.535e-01, eta: 7 days, 4:41:14, time: 2.009, data_time: 0.136, memory: 16628, top1_acc: 0.3429, top5_acc: 0.6009, loss_cls: 2.9841, loss: 2.9841, grad_norm: 1.8015 2021-01-22 04:47:51,739 - mmaction - INFO - Epoch [83][280/2147] lr: 1.535e-01, eta: 7 days, 4:40:35, time: 1.543, data_time: 0.005, memory: 16628, top1_acc: 0.3607, top5_acc: 0.6022, loss_cls: 2.9572, loss: 2.9572, grad_norm: 1.8315 2021-01-22 04:48:22,997 - mmaction - INFO - Epoch [83][300/2147] lr: 1.535e-01, eta: 7 days, 4:39:58, time: 1.560, data_time: 0.003, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5830, loss_cls: 3.0646, loss: 3.0646, grad_norm: 1.8341 2021-01-22 04:48:54,868 - mmaction - INFO - Epoch [83][320/2147] lr: 1.535e-01, eta: 7 days, 4:39:21, time: 1.588, data_time: 0.010, memory: 16628, top1_acc: 0.3442, top5_acc: 0.6040, loss_cls: 2.9896, loss: 2.9896, grad_norm: 1.8267 2021-01-22 04:49:23,824 - mmaction - INFO - Epoch [83][340/2147] lr: 1.535e-01, eta: 7 days, 4:38:39, time: 1.452, data_time: 0.013, memory: 16628, top1_acc: 0.3366, top5_acc: 0.5933, loss_cls: 3.0391, loss: 3.0391, grad_norm: 1.8040 2021-01-22 04:49:53,618 - mmaction - INFO - Epoch [83][360/2147] lr: 1.535e-01, eta: 7 days, 4:37:58, time: 1.493, data_time: 0.012, memory: 16628, top1_acc: 0.3513, top5_acc: 0.6094, loss_cls: 2.9432, loss: 2.9432, grad_norm: 1.7892 2021-01-22 04:50:23,986 - mmaction - INFO - Epoch [83][380/2147] lr: 1.535e-01, eta: 7 days, 4:37:19, time: 1.519, data_time: 0.009, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5915, loss_cls: 3.0891, loss: 3.0891, grad_norm: 1.7829 2021-01-22 04:50:52,357 - mmaction - INFO - Epoch [83][400/2147] lr: 1.535e-01, eta: 7 days, 4:36:35, time: 1.418, data_time: 0.004, memory: 16628, top1_acc: 0.3527, top5_acc: 0.5960, loss_cls: 3.0004, loss: 3.0004, grad_norm: 1.7922 2021-01-22 04:51:22,746 - mmaction - INFO - Epoch [83][420/2147] lr: 1.535e-01, eta: 7 days, 4:35:55, time: 1.520, data_time: 0.007, memory: 16628, top1_acc: 0.3598, top5_acc: 0.6058, loss_cls: 2.9458, loss: 2.9458, grad_norm: 1.7501 2021-01-22 04:51:56,754 - mmaction - INFO - Epoch [83][440/2147] lr: 1.535e-01, eta: 7 days, 4:35:23, time: 1.699, data_time: 0.003, memory: 16628, top1_acc: 0.3621, top5_acc: 0.6071, loss_cls: 2.9352, loss: 2.9352, grad_norm: 1.8211 2021-01-22 04:52:27,658 - mmaction - INFO - Epoch [83][460/2147] lr: 1.535e-01, eta: 7 days, 4:34:45, time: 1.546, data_time: 0.009, memory: 16628, top1_acc: 0.3451, top5_acc: 0.5978, loss_cls: 2.9815, loss: 2.9815, grad_norm: 1.8302 2021-01-22 04:52:56,451 - mmaction - INFO - Epoch [83][480/2147] lr: 1.535e-01, eta: 7 days, 4:34:02, time: 1.441, data_time: 0.005, memory: 16628, top1_acc: 0.3594, top5_acc: 0.5902, loss_cls: 2.9644, loss: 2.9644, grad_norm: 1.7838 2021-01-22 04:53:27,811 - mmaction - INFO - Epoch [83][500/2147] lr: 1.535e-01, eta: 7 days, 4:33:25, time: 1.564, data_time: 0.005, memory: 16628, top1_acc: 0.3518, top5_acc: 0.5924, loss_cls: 2.9968, loss: 2.9968, grad_norm: 1.7950 2021-01-22 04:53:56,872 - mmaction - INFO - Epoch [83][520/2147] lr: 1.535e-01, eta: 7 days, 4:32:43, time: 1.456, data_time: 0.011, memory: 16628, top1_acc: 0.3384, top5_acc: 0.5938, loss_cls: 3.0328, loss: 3.0328, grad_norm: 1.8253 2021-01-22 04:54:26,571 - mmaction - INFO - Epoch [83][540/2147] lr: 1.535e-01, eta: 7 days, 4:32:02, time: 1.482, data_time: 0.003, memory: 16628, top1_acc: 0.3482, top5_acc: 0.6000, loss_cls: 2.9410, loss: 2.9410, grad_norm: 1.7234 2021-01-22 04:54:55,339 - mmaction - INFO - Epoch [83][560/2147] lr: 1.535e-01, eta: 7 days, 4:31:19, time: 1.441, data_time: 0.007, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5737, loss_cls: 3.0621, loss: 3.0621, grad_norm: 1.8187 2021-01-22 04:55:24,070 - mmaction - INFO - Epoch [83][580/2147] lr: 1.535e-01, eta: 7 days, 4:30:36, time: 1.435, data_time: 0.006, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5790, loss_cls: 3.0502, loss: 3.0502, grad_norm: 1.8336 2021-01-22 04:55:53,425 - mmaction - INFO - Epoch [83][600/2147] lr: 1.535e-01, eta: 7 days, 4:29:54, time: 1.470, data_time: 0.005, memory: 16628, top1_acc: 0.3152, top5_acc: 0.5978, loss_cls: 3.0631, loss: 3.0631, grad_norm: 1.8204 2021-01-22 04:56:23,968 - mmaction - INFO - Epoch [83][620/2147] lr: 1.535e-01, eta: 7 days, 4:29:15, time: 1.526, data_time: 0.004, memory: 16628, top1_acc: 0.3371, top5_acc: 0.5915, loss_cls: 3.0407, loss: 3.0407, grad_norm: 1.8362 2021-01-22 04:56:53,584 - mmaction - INFO - Epoch [83][640/2147] lr: 1.535e-01, eta: 7 days, 4:28:34, time: 1.479, data_time: 0.003, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5911, loss_cls: 2.9923, loss: 2.9923, grad_norm: 1.7983 2021-01-22 04:57:27,005 - mmaction - INFO - Epoch [83][660/2147] lr: 1.535e-01, eta: 7 days, 4:28:01, time: 1.670, data_time: 0.005, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5830, loss_cls: 3.0101, loss: 3.0101, grad_norm: 1.8069 2021-01-22 04:57:55,499 - mmaction - INFO - Epoch [83][680/2147] lr: 1.535e-01, eta: 7 days, 4:27:18, time: 1.428, data_time: 0.006, memory: 16628, top1_acc: 0.3308, top5_acc: 0.5879, loss_cls: 3.0548, loss: 3.0548, grad_norm: 1.8649 2021-01-22 04:58:24,879 - mmaction - INFO - Epoch [83][700/2147] lr: 1.535e-01, eta: 7 days, 4:26:36, time: 1.469, data_time: 0.003, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5902, loss_cls: 3.0061, loss: 3.0061, grad_norm: 1.8457 2021-01-22 04:58:53,937 - mmaction - INFO - Epoch [83][720/2147] lr: 1.535e-01, eta: 7 days, 4:25:53, time: 1.439, data_time: 0.003, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5929, loss_cls: 3.0269, loss: 3.0269, grad_norm: 1.7897 2021-01-22 04:59:24,540 - mmaction - INFO - Epoch [83][740/2147] lr: 1.535e-01, eta: 7 days, 4:25:15, time: 1.541, data_time: 0.021, memory: 16628, top1_acc: 0.3527, top5_acc: 0.5924, loss_cls: 3.0147, loss: 3.0147, grad_norm: 1.8049 2021-01-22 04:59:53,004 - mmaction - INFO - Epoch [83][760/2147] lr: 1.535e-01, eta: 7 days, 4:24:31, time: 1.427, data_time: 0.009, memory: 16628, top1_acc: 0.3455, top5_acc: 0.5969, loss_cls: 2.9380, loss: 2.9380, grad_norm: 1.7770 2021-01-22 05:00:23,674 - mmaction - INFO - Epoch [83][780/2147] lr: 1.535e-01, eta: 7 days, 4:23:52, time: 1.531, data_time: 0.002, memory: 16628, top1_acc: 0.3379, top5_acc: 0.5933, loss_cls: 3.0233, loss: 3.0233, grad_norm: 1.8083 2021-01-22 05:00:52,275 - mmaction - INFO - Epoch [83][800/2147] lr: 1.535e-01, eta: 7 days, 4:23:09, time: 1.433, data_time: 0.006, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5866, loss_cls: 3.0350, loss: 3.0350, grad_norm: 1.8240 2021-01-22 05:01:22,016 - mmaction - INFO - Epoch [83][820/2147] lr: 1.535e-01, eta: 7 days, 4:22:28, time: 1.479, data_time: 0.003, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5906, loss_cls: 3.0822, loss: 3.0822, grad_norm: 1.7913 2021-01-22 05:01:53,870 - mmaction - INFO - Epoch [83][840/2147] lr: 1.535e-01, eta: 7 days, 4:21:52, time: 1.598, data_time: 0.012, memory: 16628, top1_acc: 0.3732, top5_acc: 0.6272, loss_cls: 2.8956, loss: 2.8956, grad_norm: 1.7697 2021-01-22 05:02:23,538 - mmaction - INFO - Epoch [83][860/2147] lr: 1.535e-01, eta: 7 days, 4:21:11, time: 1.484, data_time: 0.011, memory: 16628, top1_acc: 0.3478, top5_acc: 0.6071, loss_cls: 2.9792, loss: 2.9792, grad_norm: 1.8101 2021-01-22 05:02:52,430 - mmaction - INFO - Epoch [83][880/2147] lr: 1.535e-01, eta: 7 days, 4:20:29, time: 1.447, data_time: 0.006, memory: 16628, top1_acc: 0.3388, top5_acc: 0.5942, loss_cls: 3.0116, loss: 3.0116, grad_norm: 1.7925 2021-01-22 05:03:20,866 - mmaction - INFO - Epoch [83][900/2147] lr: 1.535e-01, eta: 7 days, 4:19:45, time: 1.423, data_time: 0.007, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5835, loss_cls: 3.0768, loss: 3.0768, grad_norm: 1.7867 2021-01-22 05:03:49,327 - mmaction - INFO - Epoch [83][920/2147] lr: 1.535e-01, eta: 7 days, 4:19:02, time: 1.421, data_time: 0.003, memory: 16628, top1_acc: 0.3295, top5_acc: 0.5817, loss_cls: 3.0552, loss: 3.0552, grad_norm: 1.7462 2021-01-22 05:04:23,211 - mmaction - INFO - Epoch [83][940/2147] lr: 1.535e-01, eta: 7 days, 4:18:29, time: 1.690, data_time: 0.004, memory: 16628, top1_acc: 0.3576, top5_acc: 0.6103, loss_cls: 2.9336, loss: 2.9336, grad_norm: 1.7768 2021-01-22 05:04:52,101 - mmaction - INFO - Epoch [83][960/2147] lr: 1.535e-01, eta: 7 days, 4:17:47, time: 1.451, data_time: 0.010, memory: 16628, top1_acc: 0.3446, top5_acc: 0.6027, loss_cls: 2.9807, loss: 2.9807, grad_norm: 1.8185 2021-01-22 05:05:27,196 - mmaction - INFO - Epoch [83][980/2147] lr: 1.535e-01, eta: 7 days, 4:17:18, time: 1.755, data_time: 0.005, memory: 16628, top1_acc: 0.3437, top5_acc: 0.5929, loss_cls: 2.9984, loss: 2.9984, grad_norm: 1.7816 2021-01-22 05:05:55,658 - mmaction - INFO - Epoch [83][1000/2147] lr: 1.535e-01, eta: 7 days, 4:16:34, time: 1.422, data_time: 0.002, memory: 16628, top1_acc: 0.3388, top5_acc: 0.5906, loss_cls: 3.0220, loss: 3.0220, grad_norm: 1.8134 2021-01-22 05:06:24,337 - mmaction - INFO - Epoch [83][1020/2147] lr: 1.535e-01, eta: 7 days, 4:15:51, time: 1.434, data_time: 0.001, memory: 16628, top1_acc: 0.3580, top5_acc: 0.6018, loss_cls: 2.9500, loss: 2.9500, grad_norm: 1.7704 2021-01-22 05:07:02,592 - mmaction - INFO - Epoch [83][1040/2147] lr: 1.535e-01, eta: 7 days, 4:15:28, time: 1.905, data_time: 0.009, memory: 16628, top1_acc: 0.3397, top5_acc: 0.5911, loss_cls: 3.0084, loss: 3.0084, grad_norm: 1.7631 2021-01-22 05:07:32,588 - mmaction - INFO - Epoch [83][1060/2147] lr: 1.535e-01, eta: 7 days, 4:14:48, time: 1.507, data_time: 0.012, memory: 16628, top1_acc: 0.3393, top5_acc: 0.5982, loss_cls: 2.9956, loss: 2.9956, grad_norm: 1.8003 2021-01-22 05:08:01,364 - mmaction - INFO - Epoch [83][1080/2147] lr: 1.535e-01, eta: 7 days, 4:14:05, time: 1.439, data_time: 0.003, memory: 16628, top1_acc: 0.3393, top5_acc: 0.5924, loss_cls: 3.0458, loss: 3.0458, grad_norm: 1.7811 2021-01-22 05:08:32,760 - mmaction - INFO - Epoch [83][1100/2147] lr: 1.535e-01, eta: 7 days, 4:13:28, time: 1.568, data_time: 0.003, memory: 16628, top1_acc: 0.3437, top5_acc: 0.5991, loss_cls: 2.9834, loss: 2.9834, grad_norm: 1.7989 2021-01-22 05:09:04,100 - mmaction - INFO - Epoch [83][1120/2147] lr: 1.535e-01, eta: 7 days, 4:12:50, time: 1.556, data_time: 0.004, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5946, loss_cls: 3.0201, loss: 3.0201, grad_norm: 1.8248 2021-01-22 05:09:32,947 - mmaction - INFO - Epoch [83][1140/2147] lr: 1.535e-01, eta: 7 days, 4:12:08, time: 1.455, data_time: 0.019, memory: 16628, top1_acc: 0.3446, top5_acc: 0.5938, loss_cls: 3.0262, loss: 3.0262, grad_norm: 1.7928 2021-01-22 05:10:03,580 - mmaction - INFO - Epoch [83][1160/2147] lr: 1.535e-01, eta: 7 days, 4:11:29, time: 1.528, data_time: 0.002, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5884, loss_cls: 3.0611, loss: 3.0611, grad_norm: 1.8112 2021-01-22 05:10:32,575 - mmaction - INFO - Epoch [83][1180/2147] lr: 1.535e-01, eta: 7 days, 4:10:47, time: 1.451, data_time: 0.009, memory: 16628, top1_acc: 0.3420, top5_acc: 0.6112, loss_cls: 2.9655, loss: 2.9655, grad_norm: 1.7885 2021-01-22 05:11:01,023 - mmaction - INFO - Epoch [83][1200/2147] lr: 1.535e-01, eta: 7 days, 4:10:03, time: 1.425, data_time: 0.004, memory: 16628, top1_acc: 0.3442, top5_acc: 0.5844, loss_cls: 3.0364, loss: 3.0364, grad_norm: 1.8018 2021-01-22 05:11:29,652 - mmaction - INFO - Epoch [83][1220/2147] lr: 1.535e-01, eta: 7 days, 4:09:20, time: 1.431, data_time: 0.003, memory: 16628, top1_acc: 0.3344, top5_acc: 0.5817, loss_cls: 3.0789, loss: 3.0789, grad_norm: 1.8291 2021-01-22 05:12:02,632 - mmaction - INFO - Epoch [83][1240/2147] lr: 1.535e-01, eta: 7 days, 4:08:46, time: 1.645, data_time: 0.002, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5768, loss_cls: 3.0863, loss: 3.0863, grad_norm: 1.7850 2021-01-22 05:12:32,053 - mmaction - INFO - Epoch [83][1260/2147] lr: 1.535e-01, eta: 7 days, 4:08:05, time: 1.475, data_time: 0.005, memory: 16628, top1_acc: 0.3429, top5_acc: 0.5929, loss_cls: 3.0170, loss: 3.0170, grad_norm: 1.7548 2021-01-22 05:13:00,463 - mmaction - INFO - Epoch [83][1280/2147] lr: 1.535e-01, eta: 7 days, 4:07:21, time: 1.420, data_time: 0.001, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5795, loss_cls: 3.0666, loss: 3.0666, grad_norm: 1.7948 2021-01-22 05:13:30,854 - mmaction - INFO - Epoch [83][1300/2147] lr: 1.535e-01, eta: 7 days, 4:06:42, time: 1.519, data_time: 0.003, memory: 16628, top1_acc: 0.3429, top5_acc: 0.5781, loss_cls: 3.0410, loss: 3.0410, grad_norm: 1.7554 2021-01-22 05:14:01,204 - mmaction - INFO - Epoch [83][1320/2147] lr: 1.535e-01, eta: 7 days, 4:06:03, time: 1.518, data_time: 0.004, memory: 16628, top1_acc: 0.3460, top5_acc: 0.5951, loss_cls: 3.0167, loss: 3.0167, grad_norm: 1.7622 2021-01-22 05:14:30,171 - mmaction - INFO - Epoch [83][1340/2147] lr: 1.535e-01, eta: 7 days, 4:05:20, time: 1.446, data_time: 0.002, memory: 16628, top1_acc: 0.3388, top5_acc: 0.5804, loss_cls: 3.0550, loss: 3.0550, grad_norm: 1.7828 2021-01-22 05:14:58,878 - mmaction - INFO - Epoch [83][1360/2147] lr: 1.535e-01, eta: 7 days, 4:04:37, time: 1.437, data_time: 0.009, memory: 16628, top1_acc: 0.3455, top5_acc: 0.6103, loss_cls: 2.9654, loss: 2.9654, grad_norm: 1.8179 2021-01-22 05:15:27,653 - mmaction - INFO - Epoch [83][1380/2147] lr: 1.535e-01, eta: 7 days, 4:03:54, time: 1.437, data_time: 0.005, memory: 16628, top1_acc: 0.3330, top5_acc: 0.5866, loss_cls: 3.0282, loss: 3.0282, grad_norm: 1.7916 2021-01-22 05:15:56,342 - mmaction - INFO - Epoch [83][1400/2147] lr: 1.535e-01, eta: 7 days, 4:03:12, time: 1.437, data_time: 0.005, memory: 16628, top1_acc: 0.3424, top5_acc: 0.5920, loss_cls: 3.0210, loss: 3.0210, grad_norm: 1.8520 2021-01-22 05:16:29,139 - mmaction - INFO - Epoch [83][1420/2147] lr: 1.535e-01, eta: 7 days, 4:02:37, time: 1.638, data_time: 0.002, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5991, loss_cls: 3.0411, loss: 3.0411, grad_norm: 1.7877 2021-01-22 05:17:01,035 - mmaction - INFO - Epoch [83][1440/2147] lr: 1.535e-01, eta: 7 days, 4:02:01, time: 1.597, data_time: 0.005, memory: 16628, top1_acc: 0.3536, top5_acc: 0.6094, loss_cls: 2.9468, loss: 2.9468, grad_norm: 1.7647 2021-01-22 05:17:37,655 - mmaction - INFO - Epoch [83][1460/2147] lr: 1.535e-01, eta: 7 days, 4:01:35, time: 1.825, data_time: 0.005, memory: 16628, top1_acc: 0.3321, top5_acc: 0.6076, loss_cls: 2.9605, loss: 2.9605, grad_norm: 1.8122 2021-01-22 05:18:06,050 - mmaction - INFO - Epoch [83][1480/2147] lr: 1.535e-01, eta: 7 days, 4:00:51, time: 1.425, data_time: 0.007, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5790, loss_cls: 3.1002, loss: 3.1002, grad_norm: 1.8435 2021-01-22 05:18:35,149 - mmaction - INFO - Epoch [83][1500/2147] lr: 1.535e-01, eta: 7 days, 4:00:09, time: 1.455, data_time: 0.002, memory: 16628, top1_acc: 0.3411, top5_acc: 0.5911, loss_cls: 3.0563, loss: 3.0563, grad_norm: 1.7734 2021-01-22 05:19:03,918 - mmaction - INFO - Epoch [83][1520/2147] lr: 1.535e-01, eta: 7 days, 3:59:27, time: 1.438, data_time: 0.003, memory: 16628, top1_acc: 0.3415, top5_acc: 0.6027, loss_cls: 2.9548, loss: 2.9548, grad_norm: 1.7965 2021-01-22 05:19:37,571 - mmaction - INFO - Epoch [83][1540/2147] lr: 1.535e-01, eta: 7 days, 3:58:54, time: 1.676, data_time: 0.003, memory: 16628, top1_acc: 0.3424, top5_acc: 0.5915, loss_cls: 3.0189, loss: 3.0189, grad_norm: 1.8272 2021-01-22 05:20:08,431 - mmaction - INFO - Epoch [83][1560/2147] lr: 1.535e-01, eta: 7 days, 3:58:16, time: 1.548, data_time: 0.011, memory: 16628, top1_acc: 0.3397, top5_acc: 0.5839, loss_cls: 3.0544, loss: 3.0544, grad_norm: 1.8195 2021-01-22 05:20:37,161 - mmaction - INFO - Epoch [83][1580/2147] lr: 1.535e-01, eta: 7 days, 3:57:33, time: 1.438, data_time: 0.006, memory: 16628, top1_acc: 0.3437, top5_acc: 0.5982, loss_cls: 2.9930, loss: 2.9930, grad_norm: 1.8335 2021-01-22 05:21:08,358 - mmaction - INFO - Epoch [83][1600/2147] lr: 1.535e-01, eta: 7 days, 3:56:55, time: 1.555, data_time: 0.002, memory: 16628, top1_acc: 0.3460, top5_acc: 0.5973, loss_cls: 3.0070, loss: 3.0070, grad_norm: 1.8396 2021-01-22 05:21:37,249 - mmaction - INFO - Epoch [83][1620/2147] lr: 1.535e-01, eta: 7 days, 3:56:13, time: 1.448, data_time: 0.009, memory: 16628, top1_acc: 0.3339, top5_acc: 0.6054, loss_cls: 3.0135, loss: 3.0135, grad_norm: 1.8278 2021-01-22 05:22:22,631 - mmaction - INFO - Epoch [83][1640/2147] lr: 1.535e-01, eta: 7 days, 3:56:05, time: 2.264, data_time: 0.003, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5920, loss_cls: 3.0189, loss: 3.0189, grad_norm: 1.8313 2021-01-22 05:22:52,090 - mmaction - INFO - Epoch [83][1660/2147] lr: 1.535e-01, eta: 7 days, 3:55:23, time: 1.474, data_time: 0.009, memory: 16628, top1_acc: 0.3281, top5_acc: 0.5888, loss_cls: 3.1105, loss: 3.1105, grad_norm: 1.7912 2021-01-22 05:23:20,278 - mmaction - INFO - Epoch [83][1680/2147] lr: 1.535e-01, eta: 7 days, 3:54:40, time: 1.414, data_time: 0.006, memory: 16628, top1_acc: 0.3536, top5_acc: 0.6129, loss_cls: 2.9803, loss: 2.9803, grad_norm: 1.8059 2021-01-22 05:23:48,728 - mmaction - INFO - Epoch [83][1700/2147] lr: 1.535e-01, eta: 7 days, 3:53:56, time: 1.422, data_time: 0.003, memory: 16628, top1_acc: 0.3469, top5_acc: 0.5942, loss_cls: 3.0347, loss: 3.0347, grad_norm: 1.7963 2021-01-22 05:24:17,551 - mmaction - INFO - Epoch [83][1720/2147] lr: 1.535e-01, eta: 7 days, 3:53:14, time: 1.441, data_time: 0.002, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5897, loss_cls: 3.0191, loss: 3.0191, grad_norm: 1.8035 2021-01-22 05:24:46,072 - mmaction - INFO - Epoch [83][1740/2147] lr: 1.535e-01, eta: 7 days, 3:52:30, time: 1.426, data_time: 0.004, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5817, loss_cls: 3.0836, loss: 3.0836, grad_norm: 1.8109 2021-01-22 05:25:15,750 - mmaction - INFO - Epoch [83][1760/2147] lr: 1.535e-01, eta: 7 days, 3:51:49, time: 1.484, data_time: 0.003, memory: 16628, top1_acc: 0.3549, top5_acc: 0.6009, loss_cls: 2.9937, loss: 2.9937, grad_norm: 1.7580 2021-01-22 05:25:52,332 - mmaction - INFO - Epoch [83][1780/2147] lr: 1.535e-01, eta: 7 days, 3:51:23, time: 1.822, data_time: 0.005, memory: 16628, top1_acc: 0.3308, top5_acc: 0.5795, loss_cls: 3.0994, loss: 3.0994, grad_norm: 1.8253 2021-01-22 05:26:21,075 - mmaction - INFO - Epoch [83][1800/2147] lr: 1.535e-01, eta: 7 days, 3:50:40, time: 1.442, data_time: 0.009, memory: 16628, top1_acc: 0.3357, top5_acc: 0.5991, loss_cls: 3.0456, loss: 3.0456, grad_norm: 1.7915 2021-01-22 05:27:07,132 - mmaction - INFO - Epoch [83][1820/2147] lr: 1.535e-01, eta: 7 days, 3:50:33, time: 2.297, data_time: 0.008, memory: 16628, top1_acc: 0.3295, top5_acc: 0.5781, loss_cls: 3.0978, loss: 3.0978, grad_norm: 1.8288 2021-01-22 05:27:36,060 - mmaction - INFO - Epoch [83][1840/2147] lr: 1.535e-01, eta: 7 days, 3:49:51, time: 1.454, data_time: 0.017, memory: 16628, top1_acc: 0.3424, top5_acc: 0.6112, loss_cls: 2.9417, loss: 2.9417, grad_norm: 1.7644 2021-01-22 05:28:04,558 - mmaction - INFO - Epoch [83][1860/2147] lr: 1.535e-01, eta: 7 days, 3:49:08, time: 1.424, data_time: 0.007, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5781, loss_cls: 3.0694, loss: 3.0694, grad_norm: 1.7858 2021-01-22 05:28:36,069 - mmaction - INFO - Epoch [83][1880/2147] lr: 1.535e-01, eta: 7 days, 3:48:31, time: 1.574, data_time: 0.004, memory: 16628, top1_acc: 0.3420, top5_acc: 0.5964, loss_cls: 3.0469, loss: 3.0469, grad_norm: 1.7886 2021-01-22 05:29:07,819 - mmaction - INFO - Epoch [83][1900/2147] lr: 1.535e-01, eta: 7 days, 3:47:54, time: 1.580, data_time: 0.004, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5844, loss_cls: 3.0526, loss: 3.0526, grad_norm: 1.7881 2021-01-22 05:29:41,312 - mmaction - INFO - Epoch [83][1920/2147] lr: 1.535e-01, eta: 7 days, 3:47:21, time: 1.677, data_time: 0.011, memory: 16628, top1_acc: 0.3147, top5_acc: 0.5879, loss_cls: 3.0751, loss: 3.0751, grad_norm: 1.8277 2021-01-22 05:30:13,685 - mmaction - INFO - Epoch [83][1940/2147] lr: 1.535e-01, eta: 7 days, 3:46:46, time: 1.622, data_time: 0.014, memory: 16628, top1_acc: 0.3451, top5_acc: 0.6080, loss_cls: 2.9770, loss: 2.9770, grad_norm: 1.8186 2021-01-22 05:30:51,448 - mmaction - INFO - Epoch [83][1960/2147] lr: 1.535e-01, eta: 7 days, 3:46:22, time: 1.877, data_time: 0.013, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5661, loss_cls: 3.1013, loss: 3.1013, grad_norm: 1.7858 2021-01-22 05:31:20,526 - mmaction - INFO - Epoch [83][1980/2147] lr: 1.535e-01, eta: 7 days, 3:45:41, time: 1.468, data_time: 0.022, memory: 16628, top1_acc: 0.3482, top5_acc: 0.5888, loss_cls: 3.0113, loss: 3.0113, grad_norm: 1.7508 2021-01-22 05:31:50,398 - mmaction - INFO - Epoch [83][2000/2147] lr: 1.535e-01, eta: 7 days, 3:45:00, time: 1.486, data_time: 0.002, memory: 16628, top1_acc: 0.3491, top5_acc: 0.6045, loss_cls: 2.9639, loss: 2.9639, grad_norm: 1.7637 2021-01-22 05:32:25,150 - mmaction - INFO - Epoch [83][2020/2147] lr: 1.535e-01, eta: 7 days, 3:44:30, time: 1.740, data_time: 0.012, memory: 16628, top1_acc: 0.3344, top5_acc: 0.5906, loss_cls: 3.0257, loss: 3.0257, grad_norm: 1.8099 2021-01-22 05:32:53,707 - mmaction - INFO - Epoch [83][2040/2147] lr: 1.535e-01, eta: 7 days, 3:43:47, time: 1.431, data_time: 0.007, memory: 16628, top1_acc: 0.3411, top5_acc: 0.5924, loss_cls: 3.0155, loss: 3.0155, grad_norm: 1.7756 2021-01-22 05:33:23,396 - mmaction - INFO - Epoch [83][2060/2147] lr: 1.535e-01, eta: 7 days, 3:43:06, time: 1.487, data_time: 0.004, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5897, loss_cls: 3.0757, loss: 3.0757, grad_norm: 1.7868 2021-01-22 05:33:55,264 - mmaction - INFO - Epoch [83][2080/2147] lr: 1.535e-01, eta: 7 days, 3:42:30, time: 1.592, data_time: 0.002, memory: 16628, top1_acc: 0.3402, top5_acc: 0.5915, loss_cls: 3.0424, loss: 3.0424, grad_norm: 1.7786 2021-01-22 05:34:23,720 - mmaction - INFO - Epoch [83][2100/2147] lr: 1.535e-01, eta: 7 days, 3:41:47, time: 1.424, data_time: 0.005, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5723, loss_cls: 3.0401, loss: 3.0401, grad_norm: 1.7711 2021-01-22 05:34:52,323 - mmaction - INFO - Epoch [83][2120/2147] lr: 1.535e-01, eta: 7 days, 3:41:04, time: 1.430, data_time: 0.002, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5857, loss_cls: 3.0304, loss: 3.0304, grad_norm: 1.7866 2021-01-22 05:35:21,105 - mmaction - INFO - Epoch [83][2140/2147] lr: 1.535e-01, eta: 7 days, 3:40:21, time: 1.439, data_time: 0.003, memory: 16628, top1_acc: 0.3357, top5_acc: 0.5915, loss_cls: 3.0339, loss: 3.0339, grad_norm: 1.7801 2021-01-22 05:40:58,297 - mmaction - INFO - Epoch [84][20/2147] lr: 1.525e-01, eta: 7 days, 3:48:43, time: 15.374, data_time: 13.512, memory: 16628, top1_acc: 0.3415, top5_acc: 0.6125, loss_cls: 2.9847, loss: 2.9847, grad_norm: 1.8033 2021-01-22 05:41:30,018 - mmaction - INFO - Epoch [84][40/2147] lr: 1.525e-01, eta: 7 days, 3:48:07, time: 1.587, data_time: 0.018, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5808, loss_cls: 3.1000, loss: 3.1000, grad_norm: 1.8618 2021-01-22 05:42:11,194 - mmaction - INFO - Epoch [84][60/2147] lr: 1.525e-01, eta: 7 days, 3:47:50, time: 2.060, data_time: 0.017, memory: 16628, top1_acc: 0.3451, top5_acc: 0.5969, loss_cls: 2.9914, loss: 2.9914, grad_norm: 1.7789 2021-01-22 05:42:40,366 - mmaction - INFO - Epoch [84][80/2147] lr: 1.525e-01, eta: 7 days, 3:47:08, time: 1.468, data_time: 0.023, memory: 16628, top1_acc: 0.3455, top5_acc: 0.5897, loss_cls: 3.0204, loss: 3.0204, grad_norm: 1.7374 2021-01-22 05:43:11,961 - mmaction - INFO - Epoch [84][100/2147] lr: 1.525e-01, eta: 7 days, 3:46:31, time: 1.579, data_time: 0.001, memory: 16628, top1_acc: 0.3455, top5_acc: 0.5929, loss_cls: 3.0036, loss: 3.0036, grad_norm: 1.8213 2021-01-22 05:43:46,333 - mmaction - INFO - Epoch [84][120/2147] lr: 1.525e-01, eta: 7 days, 3:46:00, time: 1.718, data_time: 0.004, memory: 16628, top1_acc: 0.3719, top5_acc: 0.6089, loss_cls: 2.9026, loss: 2.9026, grad_norm: 1.7749 2021-01-22 05:44:15,562 - mmaction - INFO - Epoch [84][140/2147] lr: 1.525e-01, eta: 7 days, 3:45:18, time: 1.459, data_time: 0.005, memory: 16628, top1_acc: 0.3531, top5_acc: 0.6112, loss_cls: 2.9432, loss: 2.9432, grad_norm: 1.8105 2021-01-22 05:44:48,420 - mmaction - INFO - Epoch [84][160/2147] lr: 1.525e-01, eta: 7 days, 3:44:44, time: 1.646, data_time: 0.007, memory: 16628, top1_acc: 0.3478, top5_acc: 0.5937, loss_cls: 3.0589, loss: 3.0589, grad_norm: 1.8510 2021-01-22 05:45:19,314 - mmaction - INFO - Epoch [84][180/2147] lr: 1.525e-01, eta: 7 days, 3:44:06, time: 1.545, data_time: 0.008, memory: 16628, top1_acc: 0.3393, top5_acc: 0.5982, loss_cls: 2.9782, loss: 2.9782, grad_norm: 1.7615 2021-01-22 05:45:51,476 - mmaction - INFO - Epoch [84][200/2147] lr: 1.525e-01, eta: 7 days, 3:43:30, time: 1.593, data_time: 0.003, memory: 16628, top1_acc: 0.3571, top5_acc: 0.6214, loss_cls: 2.9230, loss: 2.9230, grad_norm: 1.8102 2021-01-22 05:46:21,433 - mmaction - INFO - Epoch [84][220/2147] lr: 1.525e-01, eta: 7 days, 3:42:50, time: 1.511, data_time: 0.018, memory: 16628, top1_acc: 0.3397, top5_acc: 0.6018, loss_cls: 2.9757, loss: 2.9757, grad_norm: 1.7915 2021-01-22 05:47:08,706 - mmaction - INFO - Epoch [84][240/2147] lr: 1.525e-01, eta: 7 days, 3:42:46, time: 2.362, data_time: 0.011, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5754, loss_cls: 3.0450, loss: 3.0450, grad_norm: 1.7971 2021-01-22 05:47:37,794 - mmaction - INFO - Epoch [84][260/2147] lr: 1.525e-01, eta: 7 days, 3:42:04, time: 1.457, data_time: 0.012, memory: 16628, top1_acc: 0.3388, top5_acc: 0.5982, loss_cls: 3.0239, loss: 3.0239, grad_norm: 1.7895 2021-01-22 05:48:07,169 - mmaction - INFO - Epoch [84][280/2147] lr: 1.525e-01, eta: 7 days, 3:41:22, time: 1.470, data_time: 0.011, memory: 16628, top1_acc: 0.3571, top5_acc: 0.6080, loss_cls: 2.9431, loss: 2.9431, grad_norm: 1.7822 2021-01-22 05:48:35,881 - mmaction - INFO - Epoch [84][300/2147] lr: 1.525e-01, eta: 7 days, 3:40:39, time: 1.433, data_time: 0.005, memory: 16628, top1_acc: 0.3732, top5_acc: 0.6152, loss_cls: 2.9218, loss: 2.9218, grad_norm: 1.8285 2021-01-22 05:49:04,613 - mmaction - INFO - Epoch [84][320/2147] lr: 1.525e-01, eta: 7 days, 3:39:56, time: 1.439, data_time: 0.010, memory: 16628, top1_acc: 0.3393, top5_acc: 0.5879, loss_cls: 3.0149, loss: 3.0149, grad_norm: 1.8258 2021-01-22 05:49:34,279 - mmaction - INFO - Epoch [84][340/2147] lr: 1.525e-01, eta: 7 days, 3:39:16, time: 1.483, data_time: 0.006, memory: 16628, top1_acc: 0.3491, top5_acc: 0.5991, loss_cls: 3.0067, loss: 3.0067, grad_norm: 1.8391 2021-01-22 05:50:05,527 - mmaction - INFO - Epoch [84][360/2147] lr: 1.525e-01, eta: 7 days, 3:38:38, time: 1.563, data_time: 0.005, memory: 16628, top1_acc: 0.3603, top5_acc: 0.6259, loss_cls: 2.8980, loss: 2.8980, grad_norm: 1.8301 2021-01-22 05:50:36,924 - mmaction - INFO - Epoch [84][380/2147] lr: 1.525e-01, eta: 7 days, 3:38:01, time: 1.567, data_time: 0.004, memory: 16628, top1_acc: 0.3402, top5_acc: 0.5991, loss_cls: 2.9581, loss: 2.9581, grad_norm: 1.8644 2021-01-22 05:51:10,391 - mmaction - INFO - Epoch [84][400/2147] lr: 1.525e-01, eta: 7 days, 3:37:27, time: 1.664, data_time: 0.004, memory: 16628, top1_acc: 0.3464, top5_acc: 0.5987, loss_cls: 2.9811, loss: 2.9811, grad_norm: 1.7906 2021-01-22 05:51:41,688 - mmaction - INFO - Epoch [84][420/2147] lr: 1.525e-01, eta: 7 days, 3:36:45, time: 1.455, data_time: 0.019, memory: 16628, top1_acc: 0.3451, top5_acc: 0.6031, loss_cls: 3.0293, loss: 3.0293, grad_norm: 1.8191 2021-01-22 05:52:17,230 - mmaction - INFO - Epoch [84][440/2147] lr: 1.525e-01, eta: 7 days, 3:36:21, time: 1.893, data_time: 0.194, memory: 16628, top1_acc: 0.3531, top5_acc: 0.5973, loss_cls: 2.9723, loss: 2.9723, grad_norm: 1.7792 2021-01-22 05:52:46,573 - mmaction - INFO - Epoch [84][460/2147] lr: 1.525e-01, eta: 7 days, 3:35:40, time: 1.472, data_time: 0.007, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5920, loss_cls: 3.0500, loss: 3.0500, grad_norm: 1.7945 2021-01-22 05:53:15,394 - mmaction - INFO - Epoch [84][480/2147] lr: 1.525e-01, eta: 7 days, 3:34:57, time: 1.441, data_time: 0.002, memory: 16628, top1_acc: 0.3299, top5_acc: 0.5741, loss_cls: 3.0609, loss: 3.0609, grad_norm: 1.7870 2021-01-22 05:53:43,979 - mmaction - INFO - Epoch [84][500/2147] lr: 1.525e-01, eta: 7 days, 3:34:14, time: 1.430, data_time: 0.004, memory: 16628, top1_acc: 0.3603, top5_acc: 0.6134, loss_cls: 2.9085, loss: 2.9085, grad_norm: 1.7989 2021-01-22 05:54:13,663 - mmaction - INFO - Epoch [84][520/2147] lr: 1.525e-01, eta: 7 days, 3:33:33, time: 1.482, data_time: 0.007, memory: 16628, top1_acc: 0.3446, top5_acc: 0.5969, loss_cls: 3.0072, loss: 3.0072, grad_norm: 1.7993 2021-01-22 05:54:52,755 - mmaction - INFO - Epoch [84][540/2147] lr: 1.525e-01, eta: 7 days, 3:33:12, time: 1.950, data_time: 0.010, memory: 16628, top1_acc: 0.3460, top5_acc: 0.5929, loss_cls: 3.0318, loss: 3.0318, grad_norm: 1.7927 2021-01-22 05:55:27,736 - mmaction - INFO - Epoch [84][560/2147] lr: 1.525e-01, eta: 7 days, 3:32:42, time: 1.748, data_time: 0.009, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5853, loss_cls: 3.0878, loss: 3.0878, grad_norm: 1.8376 2021-01-22 05:55:59,363 - mmaction - INFO - Epoch [84][580/2147] lr: 1.525e-01, eta: 7 days, 3:32:06, time: 1.587, data_time: 0.012, memory: 16628, top1_acc: 0.3295, top5_acc: 0.5911, loss_cls: 3.0425, loss: 3.0425, grad_norm: 1.8259 2021-01-22 05:56:29,160 - mmaction - INFO - Epoch [84][600/2147] lr: 1.525e-01, eta: 7 days, 3:31:25, time: 1.489, data_time: 0.005, memory: 16628, top1_acc: 0.3487, top5_acc: 0.5987, loss_cls: 2.9792, loss: 2.9792, grad_norm: 1.8137 2021-01-22 05:57:07,605 - mmaction - INFO - Epoch [84][620/2147] lr: 1.525e-01, eta: 7 days, 3:31:02, time: 1.918, data_time: 0.005, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5875, loss_cls: 3.0387, loss: 3.0387, grad_norm: 1.8062 2021-01-22 05:57:38,547 - mmaction - INFO - Epoch [84][640/2147] lr: 1.525e-01, eta: 7 days, 3:30:24, time: 1.548, data_time: 0.014, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5920, loss_cls: 3.0463, loss: 3.0463, grad_norm: 1.7797 2021-01-22 05:58:07,302 - mmaction - INFO - Epoch [84][660/2147] lr: 1.525e-01, eta: 7 days, 3:29:42, time: 1.445, data_time: 0.013, memory: 16628, top1_acc: 0.3429, top5_acc: 0.5862, loss_cls: 3.0726, loss: 3.0726, grad_norm: 1.7702 2021-01-22 05:58:36,170 - mmaction - INFO - Epoch [84][680/2147] lr: 1.525e-01, eta: 7 days, 3:28:59, time: 1.441, data_time: 0.005, memory: 16628, top1_acc: 0.3402, top5_acc: 0.5964, loss_cls: 3.0220, loss: 3.0220, grad_norm: 1.8496 2021-01-22 05:59:07,418 - mmaction - INFO - Epoch [84][700/2147] lr: 1.525e-01, eta: 7 days, 3:28:21, time: 1.559, data_time: 0.004, memory: 16628, top1_acc: 0.3464, top5_acc: 0.6272, loss_cls: 2.8957, loss: 2.8957, grad_norm: 1.8179 2021-01-22 05:59:37,231 - mmaction - INFO - Epoch [84][720/2147] lr: 1.525e-01, eta: 7 days, 3:27:41, time: 1.495, data_time: 0.009, memory: 16628, top1_acc: 0.3326, top5_acc: 0.6018, loss_cls: 3.0032, loss: 3.0032, grad_norm: 1.8569 2021-01-22 06:00:08,219 - mmaction - INFO - Epoch [84][740/2147] lr: 1.525e-01, eta: 7 days, 3:27:03, time: 1.547, data_time: 0.002, memory: 16628, top1_acc: 0.3429, top5_acc: 0.5879, loss_cls: 3.0027, loss: 3.0027, grad_norm: 1.8597 2021-01-22 06:00:37,293 - mmaction - INFO - Epoch [84][760/2147] lr: 1.525e-01, eta: 7 days, 3:26:21, time: 1.454, data_time: 0.011, memory: 16628, top1_acc: 0.3415, top5_acc: 0.5987, loss_cls: 3.0006, loss: 3.0006, grad_norm: 1.8235 2021-01-22 06:01:06,228 - mmaction - INFO - Epoch [84][780/2147] lr: 1.525e-01, eta: 7 days, 3:25:38, time: 1.444, data_time: 0.004, memory: 16628, top1_acc: 0.3500, top5_acc: 0.5982, loss_cls: 2.9981, loss: 2.9981, grad_norm: 1.8386 2021-01-22 06:01:35,806 - mmaction - INFO - Epoch [84][800/2147] lr: 1.525e-01, eta: 7 days, 3:24:57, time: 1.482, data_time: 0.007, memory: 16628, top1_acc: 0.3469, top5_acc: 0.5705, loss_cls: 3.0345, loss: 3.0345, grad_norm: 1.7660 2021-01-22 06:02:06,993 - mmaction - INFO - Epoch [84][820/2147] lr: 1.525e-01, eta: 7 days, 3:24:20, time: 1.559, data_time: 0.005, memory: 16628, top1_acc: 0.3371, top5_acc: 0.5866, loss_cls: 3.0255, loss: 3.0255, grad_norm: 1.8190 2021-01-22 06:02:38,252 - mmaction - INFO - Epoch [84][840/2147] lr: 1.525e-01, eta: 7 days, 3:23:42, time: 1.564, data_time: 0.008, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5835, loss_cls: 3.0258, loss: 3.0258, grad_norm: 1.8047 2021-01-22 06:03:07,334 - mmaction - INFO - Epoch [84][860/2147] lr: 1.525e-01, eta: 7 days, 3:23:00, time: 1.454, data_time: 0.004, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5857, loss_cls: 3.0437, loss: 3.0437, grad_norm: 1.8063 2021-01-22 06:03:36,787 - mmaction - INFO - Epoch [84][880/2147] lr: 1.525e-01, eta: 7 days, 3:22:19, time: 1.468, data_time: 0.002, memory: 16628, top1_acc: 0.3446, top5_acc: 0.6054, loss_cls: 2.9604, loss: 2.9604, grad_norm: 1.7669 2021-01-22 06:04:07,965 - mmaction - INFO - Epoch [84][900/2147] lr: 1.525e-01, eta: 7 days, 3:21:41, time: 1.556, data_time: 0.008, memory: 16628, top1_acc: 0.3375, top5_acc: 0.5857, loss_cls: 3.0637, loss: 3.0637, grad_norm: 1.7666 2021-01-22 06:04:40,979 - mmaction - INFO - Epoch [84][920/2147] lr: 1.525e-01, eta: 7 days, 3:21:07, time: 1.654, data_time: 0.011, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5982, loss_cls: 3.0266, loss: 3.0266, grad_norm: 1.8164 2021-01-22 06:05:14,107 - mmaction - INFO - Epoch [84][940/2147] lr: 1.525e-01, eta: 7 days, 3:20:34, time: 1.660, data_time: 0.006, memory: 16628, top1_acc: 0.3388, top5_acc: 0.6036, loss_cls: 2.9944, loss: 2.9944, grad_norm: 1.8294 2021-01-22 06:05:45,240 - mmaction - INFO - Epoch [84][960/2147] lr: 1.525e-01, eta: 7 days, 3:19:56, time: 1.556, data_time: 0.002, memory: 16628, top1_acc: 0.3406, top5_acc: 0.5955, loss_cls: 3.0076, loss: 3.0076, grad_norm: 1.8262 2021-01-22 06:06:14,009 - mmaction - INFO - Epoch [84][980/2147] lr: 1.525e-01, eta: 7 days, 3:19:13, time: 1.438, data_time: 0.004, memory: 16628, top1_acc: 0.3165, top5_acc: 0.5683, loss_cls: 3.0994, loss: 3.0994, grad_norm: 1.7924 2021-01-22 06:06:46,142 - mmaction - INFO - Epoch [84][1000/2147] lr: 1.525e-01, eta: 7 days, 3:18:37, time: 1.592, data_time: 0.008, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5821, loss_cls: 3.0849, loss: 3.0849, grad_norm: 1.8130 2021-01-22 06:07:17,947 - mmaction - INFO - Epoch [84][1020/2147] lr: 1.525e-01, eta: 7 days, 3:18:01, time: 1.602, data_time: 0.022, memory: 16628, top1_acc: 0.3612, top5_acc: 0.6112, loss_cls: 2.9678, loss: 2.9678, grad_norm: 1.7642 2021-01-22 06:07:47,481 - mmaction - INFO - Epoch [84][1040/2147] lr: 1.525e-01, eta: 7 days, 3:17:20, time: 1.480, data_time: 0.007, memory: 16628, top1_acc: 0.3330, top5_acc: 0.5844, loss_cls: 3.0618, loss: 3.0618, grad_norm: 1.7835 2021-01-22 06:08:21,321 - mmaction - INFO - Epoch [84][1060/2147] lr: 1.525e-01, eta: 7 days, 3:16:48, time: 1.693, data_time: 0.003, memory: 16628, top1_acc: 0.3388, top5_acc: 0.6027, loss_cls: 3.0349, loss: 3.0349, grad_norm: 1.7550 2021-01-22 06:08:49,933 - mmaction - INFO - Epoch [84][1080/2147] lr: 1.525e-01, eta: 7 days, 3:16:05, time: 1.429, data_time: 0.008, memory: 16628, top1_acc: 0.3531, top5_acc: 0.6027, loss_cls: 2.9494, loss: 2.9494, grad_norm: 1.7568 2021-01-22 06:09:23,230 - mmaction - INFO - Epoch [84][1100/2147] lr: 1.525e-01, eta: 7 days, 3:15:32, time: 1.666, data_time: 0.009, memory: 16628, top1_acc: 0.3545, top5_acc: 0.6067, loss_cls: 2.9818, loss: 2.9818, grad_norm: 1.8232 2021-01-22 06:09:56,048 - mmaction - INFO - Epoch [84][1120/2147] lr: 1.525e-01, eta: 7 days, 3:14:57, time: 1.630, data_time: 0.002, memory: 16628, top1_acc: 0.3312, top5_acc: 0.6089, loss_cls: 3.0061, loss: 3.0061, grad_norm: 1.8075 2021-01-22 06:10:30,228 - mmaction - INFO - Epoch [84][1140/2147] lr: 1.525e-01, eta: 7 days, 3:14:26, time: 1.713, data_time: 0.020, memory: 16628, top1_acc: 0.3420, top5_acc: 0.5991, loss_cls: 3.0319, loss: 3.0319, grad_norm: 1.8374 2021-01-22 06:10:59,089 - mmaction - INFO - Epoch [84][1160/2147] lr: 1.525e-01, eta: 7 days, 3:13:43, time: 1.449, data_time: 0.013, memory: 16628, top1_acc: 0.3482, top5_acc: 0.5888, loss_cls: 3.0055, loss: 3.0055, grad_norm: 1.7870 2021-01-22 06:11:34,076 - mmaction - INFO - Epoch [84][1180/2147] lr: 1.525e-01, eta: 7 days, 3:13:10, time: 1.665, data_time: 0.008, memory: 16628, top1_acc: 0.3183, top5_acc: 0.5759, loss_cls: 3.0881, loss: 3.0881, grad_norm: 1.8288 2021-01-22 06:12:05,806 - mmaction - INFO - Epoch [84][1200/2147] lr: 1.525e-01, eta: 7 days, 3:12:37, time: 1.672, data_time: 0.089, memory: 16628, top1_acc: 0.3415, top5_acc: 0.6058, loss_cls: 2.9919, loss: 2.9919, grad_norm: 1.7684 2021-01-22 06:12:37,141 - mmaction - INFO - Epoch [84][1220/2147] lr: 1.525e-01, eta: 7 days, 3:12:00, time: 1.563, data_time: 0.001, memory: 16628, top1_acc: 0.3402, top5_acc: 0.5933, loss_cls: 2.9924, loss: 2.9924, grad_norm: 1.8271 2021-01-22 06:13:15,452 - mmaction - INFO - Epoch [84][1240/2147] lr: 1.525e-01, eta: 7 days, 3:11:36, time: 1.910, data_time: 0.006, memory: 16628, top1_acc: 0.3687, top5_acc: 0.6098, loss_cls: 2.9504, loss: 2.9504, grad_norm: 1.7964 2021-01-22 06:13:44,696 - mmaction - INFO - Epoch [84][1260/2147] lr: 1.525e-01, eta: 7 days, 3:10:55, time: 1.471, data_time: 0.013, memory: 16628, top1_acc: 0.3433, top5_acc: 0.5973, loss_cls: 3.0097, loss: 3.0097, grad_norm: 1.8138 2021-01-22 06:14:15,849 - mmaction - INFO - Epoch [84][1280/2147] lr: 1.525e-01, eta: 7 days, 3:10:17, time: 1.554, data_time: 0.002, memory: 16628, top1_acc: 0.3451, top5_acc: 0.5871, loss_cls: 3.0237, loss: 3.0237, grad_norm: 1.8032 2021-01-22 06:14:45,229 - mmaction - INFO - Epoch [84][1300/2147] lr: 1.525e-01, eta: 7 days, 3:09:36, time: 1.471, data_time: 0.008, memory: 16628, top1_acc: 0.3281, top5_acc: 0.5875, loss_cls: 3.0471, loss: 3.0471, grad_norm: 1.7683 2021-01-22 06:15:14,035 - mmaction - INFO - Epoch [84][1320/2147] lr: 1.525e-01, eta: 7 days, 3:08:53, time: 1.438, data_time: 0.007, memory: 16628, top1_acc: 0.3513, top5_acc: 0.6129, loss_cls: 2.9229, loss: 2.9229, grad_norm: 1.7778 2021-01-22 06:15:43,022 - mmaction - INFO - Epoch [84][1340/2147] lr: 1.525e-01, eta: 7 days, 3:08:11, time: 1.453, data_time: 0.006, memory: 16628, top1_acc: 0.3478, top5_acc: 0.6067, loss_cls: 2.9610, loss: 2.9610, grad_norm: 1.8200 2021-01-22 06:16:16,239 - mmaction - INFO - Epoch [84][1360/2147] lr: 1.525e-01, eta: 7 days, 3:07:38, time: 1.661, data_time: 0.010, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5915, loss_cls: 3.0458, loss: 3.0458, grad_norm: 1.7985 2021-01-22 06:16:52,518 - mmaction - INFO - Epoch [84][1380/2147] lr: 1.525e-01, eta: 7 days, 3:07:11, time: 1.814, data_time: 0.002, memory: 16628, top1_acc: 0.3272, top5_acc: 0.6009, loss_cls: 3.0058, loss: 3.0058, grad_norm: 1.8516 2021-01-22 06:17:24,089 - mmaction - INFO - Epoch [84][1400/2147] lr: 1.525e-01, eta: 7 days, 3:06:34, time: 1.572, data_time: 0.008, memory: 16628, top1_acc: 0.3357, top5_acc: 0.5830, loss_cls: 3.0270, loss: 3.0270, grad_norm: 1.7807 2021-01-22 06:17:53,640 - mmaction - INFO - Epoch [84][1420/2147] lr: 1.525e-01, eta: 7 days, 3:05:53, time: 1.478, data_time: 0.011, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5835, loss_cls: 3.0370, loss: 3.0370, grad_norm: 1.8334 2021-01-22 06:18:26,872 - mmaction - INFO - Epoch [84][1440/2147] lr: 1.525e-01, eta: 7 days, 3:05:19, time: 1.664, data_time: 0.011, memory: 16628, top1_acc: 0.3402, top5_acc: 0.5937, loss_cls: 3.0360, loss: 3.0360, grad_norm: 1.8040 2021-01-22 06:18:56,101 - mmaction - INFO - Epoch [84][1460/2147] lr: 1.525e-01, eta: 7 days, 3:04:38, time: 1.460, data_time: 0.007, memory: 16628, top1_acc: 0.3411, top5_acc: 0.5978, loss_cls: 3.0414, loss: 3.0414, grad_norm: 1.7893 2021-01-22 06:19:25,407 - mmaction - INFO - Epoch [84][1480/2147] lr: 1.525e-01, eta: 7 days, 3:03:56, time: 1.470, data_time: 0.023, memory: 16628, top1_acc: 0.3442, top5_acc: 0.6018, loss_cls: 2.9802, loss: 2.9802, grad_norm: 1.8142 2021-01-22 06:19:57,323 - mmaction - INFO - Epoch [84][1500/2147] lr: 1.525e-01, eta: 7 days, 3:03:20, time: 1.588, data_time: 0.003, memory: 16628, top1_acc: 0.3317, top5_acc: 0.5888, loss_cls: 3.0560, loss: 3.0560, grad_norm: 1.8018 2021-01-22 06:20:28,254 - mmaction - INFO - Epoch [84][1520/2147] lr: 1.525e-01, eta: 7 days, 3:02:42, time: 1.554, data_time: 0.016, memory: 16628, top1_acc: 0.3371, top5_acc: 0.5830, loss_cls: 3.1114, loss: 3.1114, grad_norm: 1.7997 2021-01-22 06:20:58,526 - mmaction - INFO - Epoch [84][1540/2147] lr: 1.525e-01, eta: 7 days, 3:02:02, time: 1.509, data_time: 0.003, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5866, loss_cls: 3.0694, loss: 3.0694, grad_norm: 1.8228 2021-01-22 06:21:27,886 - mmaction - INFO - Epoch [84][1560/2147] lr: 1.525e-01, eta: 7 days, 3:01:21, time: 1.474, data_time: 0.010, memory: 16628, top1_acc: 0.3415, top5_acc: 0.5946, loss_cls: 3.0205, loss: 3.0205, grad_norm: 1.7765 2021-01-22 06:21:57,892 - mmaction - INFO - Epoch [84][1580/2147] lr: 1.525e-01, eta: 7 days, 3:00:41, time: 1.500, data_time: 0.005, memory: 16628, top1_acc: 0.3433, top5_acc: 0.5906, loss_cls: 3.0263, loss: 3.0263, grad_norm: 1.7515 2021-01-22 06:22:26,957 - mmaction - INFO - Epoch [84][1600/2147] lr: 1.525e-01, eta: 7 days, 2:59:59, time: 1.452, data_time: 0.005, memory: 16628, top1_acc: 0.3518, top5_acc: 0.6071, loss_cls: 2.9439, loss: 2.9439, grad_norm: 1.8077 2021-01-22 06:22:58,674 - mmaction - INFO - Epoch [84][1620/2147] lr: 1.525e-01, eta: 7 days, 2:59:22, time: 1.582, data_time: 0.002, memory: 16628, top1_acc: 0.3509, top5_acc: 0.6036, loss_cls: 2.9521, loss: 2.9521, grad_norm: 1.8137 2021-01-22 06:23:30,833 - mmaction - INFO - Epoch [84][1640/2147] lr: 1.525e-01, eta: 7 days, 2:58:47, time: 1.608, data_time: 0.017, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5884, loss_cls: 3.0776, loss: 3.0776, grad_norm: 1.8588 2021-01-22 06:24:02,070 - mmaction - INFO - Epoch [84][1660/2147] lr: 1.525e-01, eta: 7 days, 2:58:09, time: 1.566, data_time: 0.009, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5946, loss_cls: 3.0404, loss: 3.0404, grad_norm: 1.8420 2021-01-22 06:24:35,163 - mmaction - INFO - Epoch [84][1680/2147] lr: 1.525e-01, eta: 7 days, 2:57:35, time: 1.638, data_time: 0.004, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5875, loss_cls: 3.0794, loss: 3.0794, grad_norm: 1.8383 2021-01-22 06:25:03,816 - mmaction - INFO - Epoch [84][1700/2147] lr: 1.525e-01, eta: 7 days, 2:56:53, time: 1.450, data_time: 0.023, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5768, loss_cls: 3.0620, loss: 3.0620, grad_norm: 1.8341 2021-01-22 06:25:33,181 - mmaction - INFO - Epoch [84][1720/2147] lr: 1.525e-01, eta: 7 days, 2:56:12, time: 1.467, data_time: 0.002, memory: 16628, top1_acc: 0.3330, top5_acc: 0.5879, loss_cls: 3.0789, loss: 3.0789, grad_norm: 1.7636 2021-01-22 06:26:08,338 - mmaction - INFO - Epoch [84][1740/2147] lr: 1.525e-01, eta: 7 days, 2:55:42, time: 1.746, data_time: 0.004, memory: 16628, top1_acc: 0.3393, top5_acc: 0.5888, loss_cls: 2.9916, loss: 2.9916, grad_norm: 1.7910 2021-01-22 06:26:37,939 - mmaction - INFO - Epoch [84][1760/2147] lr: 1.525e-01, eta: 7 days, 2:55:01, time: 1.490, data_time: 0.068, memory: 16628, top1_acc: 0.3438, top5_acc: 0.5929, loss_cls: 3.0188, loss: 3.0188, grad_norm: 1.8235 2021-01-22 06:27:11,330 - mmaction - INFO - Epoch [84][1780/2147] lr: 1.525e-01, eta: 7 days, 2:54:28, time: 1.669, data_time: 0.006, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5799, loss_cls: 3.0755, loss: 3.0755, grad_norm: 1.7952 2021-01-22 06:27:41,796 - mmaction - INFO - Epoch [84][1800/2147] lr: 1.525e-01, eta: 7 days, 2:53:49, time: 1.521, data_time: 0.012, memory: 16628, top1_acc: 0.3290, top5_acc: 0.6000, loss_cls: 3.0256, loss: 3.0256, grad_norm: 1.7975 2021-01-22 06:28:10,321 - mmaction - INFO - Epoch [84][1820/2147] lr: 1.525e-01, eta: 7 days, 2:53:06, time: 1.430, data_time: 0.009, memory: 16628, top1_acc: 0.3554, top5_acc: 0.6027, loss_cls: 2.9896, loss: 2.9896, grad_norm: 1.7960 2021-01-22 06:28:39,444 - mmaction - INFO - Epoch [84][1840/2147] lr: 1.525e-01, eta: 7 days, 2:52:24, time: 1.455, data_time: 0.022, memory: 16628, top1_acc: 0.3402, top5_acc: 0.6058, loss_cls: 2.9879, loss: 2.9879, grad_norm: 1.8056 2021-01-22 06:29:08,281 - mmaction - INFO - Epoch [84][1860/2147] lr: 1.525e-01, eta: 7 days, 2:51:42, time: 1.443, data_time: 0.007, memory: 16628, top1_acc: 0.3496, top5_acc: 0.6138, loss_cls: 2.9783, loss: 2.9783, grad_norm: 1.7963 2021-01-22 06:29:41,557 - mmaction - INFO - Epoch [84][1880/2147] lr: 1.525e-01, eta: 7 days, 2:51:08, time: 1.663, data_time: 0.005, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5812, loss_cls: 3.0345, loss: 3.0345, grad_norm: 1.7974 2021-01-22 06:30:10,711 - mmaction - INFO - Epoch [84][1900/2147] lr: 1.525e-01, eta: 7 days, 2:50:27, time: 1.459, data_time: 0.005, memory: 16628, top1_acc: 0.3496, top5_acc: 0.6089, loss_cls: 2.9454, loss: 2.9454, grad_norm: 1.8071 2021-01-22 06:30:41,024 - mmaction - INFO - Epoch [84][1920/2147] lr: 1.525e-01, eta: 7 days, 2:49:47, time: 1.508, data_time: 0.003, memory: 16628, top1_acc: 0.3415, top5_acc: 0.6022, loss_cls: 3.0395, loss: 3.0395, grad_norm: 1.8318 2021-01-22 06:31:16,460 - mmaction - INFO - Epoch [84][1940/2147] lr: 1.525e-01, eta: 7 days, 2:49:18, time: 1.781, data_time: 0.011, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5853, loss_cls: 3.0722, loss: 3.0722, grad_norm: 1.7827 2021-01-22 06:32:03,492 - mmaction - INFO - Epoch [84][1960/2147] lr: 1.525e-01, eta: 7 days, 2:49:13, time: 2.346, data_time: 0.005, memory: 16628, top1_acc: 0.3424, top5_acc: 0.5884, loss_cls: 3.0343, loss: 3.0343, grad_norm: 1.8246 2021-01-22 06:32:33,100 - mmaction - INFO - Epoch [84][1980/2147] lr: 1.525e-01, eta: 7 days, 2:48:32, time: 1.484, data_time: 0.008, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5804, loss_cls: 3.0254, loss: 3.0254, grad_norm: 1.8331 2021-01-22 06:33:06,293 - mmaction - INFO - Epoch [84][2000/2147] lr: 1.525e-01, eta: 7 days, 2:47:59, time: 1.659, data_time: 0.004, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5741, loss_cls: 3.1358, loss: 3.1358, grad_norm: 1.8092 2021-01-22 06:33:36,887 - mmaction - INFO - Epoch [84][2020/2147] lr: 1.525e-01, eta: 7 days, 2:47:19, time: 1.507, data_time: 0.007, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5897, loss_cls: 3.0299, loss: 3.0299, grad_norm: 1.7728 2021-01-22 06:34:14,138 - mmaction - INFO - Epoch [84][2040/2147] lr: 1.525e-01, eta: 7 days, 2:46:55, time: 1.884, data_time: 0.030, memory: 16628, top1_acc: 0.3411, top5_acc: 0.5946, loss_cls: 3.0209, loss: 3.0209, grad_norm: 1.7795 2021-01-22 06:34:51,338 - mmaction - INFO - Epoch [84][2060/2147] lr: 1.525e-01, eta: 7 days, 2:46:30, time: 1.859, data_time: 0.006, memory: 16628, top1_acc: 0.3576, top5_acc: 0.6103, loss_cls: 2.9571, loss: 2.9571, grad_norm: 1.8114 2021-01-22 06:35:23,749 - mmaction - INFO - Epoch [84][2080/2147] lr: 1.525e-01, eta: 7 days, 2:45:55, time: 1.626, data_time: 0.008, memory: 16628, top1_acc: 0.3469, top5_acc: 0.6076, loss_cls: 2.9399, loss: 2.9399, grad_norm: 1.8143 2021-01-22 06:35:53,235 - mmaction - INFO - Epoch [84][2100/2147] lr: 1.525e-01, eta: 7 days, 2:45:14, time: 1.474, data_time: 0.002, memory: 16628, top1_acc: 0.3446, top5_acc: 0.6022, loss_cls: 2.9900, loss: 2.9900, grad_norm: 1.8411 2021-01-22 06:36:24,672 - mmaction - INFO - Epoch [84][2120/2147] lr: 1.525e-01, eta: 7 days, 2:44:36, time: 1.570, data_time: 0.005, memory: 16628, top1_acc: 0.3321, top5_acc: 0.5790, loss_cls: 3.0715, loss: 3.0715, grad_norm: 1.8362 2021-01-22 06:36:57,270 - mmaction - INFO - Epoch [84][2140/2147] lr: 1.525e-01, eta: 7 days, 2:44:02, time: 1.625, data_time: 0.006, memory: 16628, top1_acc: 0.3558, top5_acc: 0.6112, loss_cls: 2.9302, loss: 2.9302, grad_norm: 1.7656 2021-01-22 06:37:25,390 - mmaction - INFO - Saving checkpoint at 84 epochs 2021-01-22 06:42:44,287 - mmaction - INFO - Epoch [85][20/2147] lr: 1.514e-01, eta: 7 days, 2:52:31, time: 15.791, data_time: 13.968, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5835, loss_cls: 3.0607, loss: 3.0607, grad_norm: 1.8366 2021-01-22 06:43:14,039 - mmaction - INFO - Epoch [85][40/2147] lr: 1.514e-01, eta: 7 days, 2:51:51, time: 1.487, data_time: 0.016, memory: 16628, top1_acc: 0.3522, top5_acc: 0.5969, loss_cls: 3.0261, loss: 3.0261, grad_norm: 1.8030 2021-01-22 06:43:43,840 - mmaction - INFO - Epoch [85][60/2147] lr: 1.514e-01, eta: 7 days, 2:51:10, time: 1.493, data_time: 0.010, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5853, loss_cls: 3.0604, loss: 3.0604, grad_norm: 1.8069 2021-01-22 06:44:12,986 - mmaction - INFO - Epoch [85][80/2147] lr: 1.514e-01, eta: 7 days, 2:50:29, time: 1.463, data_time: 0.008, memory: 16628, top1_acc: 0.3536, top5_acc: 0.5969, loss_cls: 2.9582, loss: 2.9582, grad_norm: 1.7755 2021-01-22 06:44:42,523 - mmaction - INFO - Epoch [85][100/2147] lr: 1.514e-01, eta: 7 days, 2:49:47, time: 1.477, data_time: 0.003, memory: 16628, top1_acc: 0.3469, top5_acc: 0.5875, loss_cls: 2.9945, loss: 2.9945, grad_norm: 1.8144 2021-01-22 06:45:11,197 - mmaction - INFO - Epoch [85][120/2147] lr: 1.514e-01, eta: 7 days, 2:49:05, time: 1.433, data_time: 0.003, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5772, loss_cls: 3.1027, loss: 3.1027, grad_norm: 1.8436 2021-01-22 06:45:40,510 - mmaction - INFO - Epoch [85][140/2147] lr: 1.514e-01, eta: 7 days, 2:48:23, time: 1.465, data_time: 0.004, memory: 16628, top1_acc: 0.3473, top5_acc: 0.6067, loss_cls: 2.9860, loss: 2.9860, grad_norm: 1.7663 2021-01-22 06:46:12,892 - mmaction - INFO - Epoch [85][160/2147] lr: 1.514e-01, eta: 7 days, 2:47:48, time: 1.619, data_time: 0.006, memory: 16628, top1_acc: 0.3411, top5_acc: 0.5973, loss_cls: 2.9914, loss: 2.9914, grad_norm: 1.7949 2021-01-22 06:46:45,677 - mmaction - INFO - Epoch [85][180/2147] lr: 1.514e-01, eta: 7 days, 2:47:13, time: 1.639, data_time: 0.003, memory: 16628, top1_acc: 0.3607, top5_acc: 0.6080, loss_cls: 2.9451, loss: 2.9451, grad_norm: 1.7698 2021-01-22 06:47:16,296 - mmaction - INFO - Epoch [85][200/2147] lr: 1.514e-01, eta: 7 days, 2:46:35, time: 1.528, data_time: 0.004, memory: 16628, top1_acc: 0.3473, top5_acc: 0.6040, loss_cls: 2.9663, loss: 2.9663, grad_norm: 1.8153 2021-01-22 06:47:53,500 - mmaction - INFO - Epoch [85][220/2147] lr: 1.514e-01, eta: 7 days, 2:46:09, time: 1.853, data_time: 0.012, memory: 16628, top1_acc: 0.3487, top5_acc: 0.6138, loss_cls: 2.9436, loss: 2.9436, grad_norm: 1.8637 2021-01-22 06:48:22,978 - mmaction - INFO - Epoch [85][240/2147] lr: 1.514e-01, eta: 7 days, 2:45:28, time: 1.478, data_time: 0.014, memory: 16628, top1_acc: 0.3531, top5_acc: 0.6009, loss_cls: 2.9979, loss: 2.9979, grad_norm: 1.8260 2021-01-22 06:48:52,790 - mmaction - INFO - Epoch [85][260/2147] lr: 1.514e-01, eta: 7 days, 2:44:47, time: 1.489, data_time: 0.007, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5996, loss_cls: 3.0236, loss: 3.0236, grad_norm: 1.8696 2021-01-22 06:49:25,731 - mmaction - INFO - Epoch [85][280/2147] lr: 1.514e-01, eta: 7 days, 2:44:13, time: 1.652, data_time: 0.012, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5942, loss_cls: 3.0459, loss: 3.0459, grad_norm: 1.8241 2021-01-22 06:49:59,851 - mmaction - INFO - Epoch [85][300/2147] lr: 1.514e-01, eta: 7 days, 2:43:42, time: 1.707, data_time: 0.011, memory: 16628, top1_acc: 0.3433, top5_acc: 0.5978, loss_cls: 2.9600, loss: 2.9600, grad_norm: 1.8047 2021-01-22 06:50:28,844 - mmaction - INFO - Epoch [85][320/2147] lr: 1.514e-01, eta: 7 days, 2:43:00, time: 1.452, data_time: 0.005, memory: 16628, top1_acc: 0.3375, top5_acc: 0.5826, loss_cls: 3.0139, loss: 3.0139, grad_norm: 1.8117 2021-01-22 06:51:02,093 - mmaction - INFO - Epoch [85][340/2147] lr: 1.514e-01, eta: 7 days, 2:42:26, time: 1.660, data_time: 0.002, memory: 16628, top1_acc: 0.3366, top5_acc: 0.5857, loss_cls: 2.9922, loss: 2.9922, grad_norm: 1.8101 2021-01-22 06:51:56,782 - mmaction - INFO - Epoch [85][360/2147] lr: 1.514e-01, eta: 7 days, 2:42:36, time: 2.728, data_time: 0.009, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5750, loss_cls: 3.0689, loss: 3.0689, grad_norm: 1.8519 2021-01-22 06:52:28,568 - mmaction - INFO - Epoch [85][380/2147] lr: 1.514e-01, eta: 7 days, 2:42:00, time: 1.598, data_time: 0.011, memory: 16628, top1_acc: 0.3545, top5_acc: 0.6080, loss_cls: 2.9327, loss: 2.9327, grad_norm: 1.7369 2021-01-22 06:52:57,847 - mmaction - INFO - Epoch [85][400/2147] lr: 1.514e-01, eta: 7 days, 2:41:19, time: 1.463, data_time: 0.004, memory: 16628, top1_acc: 0.3451, top5_acc: 0.5933, loss_cls: 3.0090, loss: 3.0090, grad_norm: 1.8249 2021-01-22 06:53:36,434 - mmaction - INFO - Epoch [85][420/2147] lr: 1.514e-01, eta: 7 days, 2:40:56, time: 1.922, data_time: 0.004, memory: 16628, top1_acc: 0.3353, top5_acc: 0.6013, loss_cls: 3.0374, loss: 3.0374, grad_norm: 1.8309 2021-01-22 06:54:52,827 - mmaction - INFO - Epoch [85][440/2147] lr: 1.514e-01, eta: 7 days, 2:41:51, time: 3.823, data_time: 0.561, memory: 16628, top1_acc: 0.3460, top5_acc: 0.5942, loss_cls: 3.0046, loss: 3.0046, grad_norm: 1.7797 2021-01-22 06:55:23,786 - mmaction - INFO - Epoch [85][460/2147] lr: 1.514e-01, eta: 7 days, 2:41:13, time: 1.553, data_time: 0.013, memory: 16628, top1_acc: 0.3415, top5_acc: 0.6018, loss_cls: 2.9956, loss: 2.9956, grad_norm: 1.7978 2021-01-22 06:55:52,709 - mmaction - INFO - Epoch [85][480/2147] lr: 1.514e-01, eta: 7 days, 2:40:30, time: 1.439, data_time: 0.004, memory: 16628, top1_acc: 0.3527, top5_acc: 0.6107, loss_cls: 2.9417, loss: 2.9417, grad_norm: 1.7945 2021-01-22 06:56:24,371 - mmaction - INFO - Epoch [85][500/2147] lr: 1.514e-01, eta: 7 days, 2:39:53, time: 1.586, data_time: 0.009, memory: 16628, top1_acc: 0.3460, top5_acc: 0.6027, loss_cls: 2.9900, loss: 2.9900, grad_norm: 1.8292 2021-01-22 06:56:58,098 - mmaction - INFO - Epoch [85][520/2147] lr: 1.514e-01, eta: 7 days, 2:39:21, time: 1.686, data_time: 0.009, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5924, loss_cls: 3.0304, loss: 3.0304, grad_norm: 1.8545 2021-01-22 06:57:27,495 - mmaction - INFO - Epoch [85][540/2147] lr: 1.514e-01, eta: 7 days, 2:38:40, time: 1.474, data_time: 0.007, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5875, loss_cls: 3.0668, loss: 3.0668, grad_norm: 1.8018 2021-01-22 06:57:57,609 - mmaction - INFO - Epoch [85][560/2147] lr: 1.514e-01, eta: 7 days, 2:38:00, time: 1.505, data_time: 0.004, memory: 16628, top1_acc: 0.3446, top5_acc: 0.5897, loss_cls: 2.9868, loss: 2.9868, grad_norm: 1.8013 2021-01-22 06:58:30,034 - mmaction - INFO - Epoch [85][580/2147] lr: 1.514e-01, eta: 7 days, 2:37:25, time: 1.620, data_time: 0.008, memory: 16628, top1_acc: 0.3562, top5_acc: 0.5942, loss_cls: 2.9630, loss: 2.9630, grad_norm: 1.7921 2021-01-22 06:58:58,758 - mmaction - INFO - Epoch [85][600/2147] lr: 1.514e-01, eta: 7 days, 2:36:42, time: 1.438, data_time: 0.005, memory: 16628, top1_acc: 0.3442, top5_acc: 0.5857, loss_cls: 3.0257, loss: 3.0257, grad_norm: 1.7578 2021-01-22 06:59:29,725 - mmaction - INFO - Epoch [85][620/2147] lr: 1.514e-01, eta: 7 days, 2:36:04, time: 1.546, data_time: 0.003, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5942, loss_cls: 3.0697, loss: 3.0697, grad_norm: 1.8274 2021-01-22 07:00:02,723 - mmaction - INFO - Epoch [85][640/2147] lr: 1.514e-01, eta: 7 days, 2:35:30, time: 1.651, data_time: 0.004, memory: 16628, top1_acc: 0.3308, top5_acc: 0.5991, loss_cls: 3.0149, loss: 3.0149, grad_norm: 1.8462 2021-01-22 07:00:31,607 - mmaction - INFO - Epoch [85][660/2147] lr: 1.514e-01, eta: 7 days, 2:34:47, time: 1.440, data_time: 0.005, memory: 16628, top1_acc: 0.3518, top5_acc: 0.5920, loss_cls: 3.0121, loss: 3.0121, grad_norm: 1.8002 2021-01-22 07:01:00,716 - mmaction - INFO - Epoch [85][680/2147] lr: 1.514e-01, eta: 7 days, 2:34:06, time: 1.460, data_time: 0.008, memory: 16628, top1_acc: 0.3429, top5_acc: 0.5920, loss_cls: 2.9508, loss: 2.9508, grad_norm: 1.8053 2021-01-22 07:01:29,378 - mmaction - INFO - Epoch [85][700/2147] lr: 1.514e-01, eta: 7 days, 2:33:23, time: 1.434, data_time: 0.003, memory: 16628, top1_acc: 0.3451, top5_acc: 0.5964, loss_cls: 2.9910, loss: 2.9910, grad_norm: 1.8249 2021-01-22 07:02:20,097 - mmaction - INFO - Epoch [85][720/2147] lr: 1.514e-01, eta: 7 days, 2:33:25, time: 2.528, data_time: 0.008, memory: 16628, top1_acc: 0.3522, top5_acc: 0.6174, loss_cls: 2.9106, loss: 2.9106, grad_norm: 1.8056 2021-01-22 07:02:49,054 - mmaction - INFO - Epoch [85][740/2147] lr: 1.514e-01, eta: 7 days, 2:32:43, time: 1.454, data_time: 0.025, memory: 16628, top1_acc: 0.3460, top5_acc: 0.5973, loss_cls: 2.9687, loss: 2.9687, grad_norm: 1.8555 2021-01-22 07:03:19,575 - mmaction - INFO - Epoch [85][760/2147] lr: 1.514e-01, eta: 7 days, 2:32:04, time: 1.523, data_time: 0.009, memory: 16628, top1_acc: 0.3330, top5_acc: 0.5888, loss_cls: 3.0367, loss: 3.0367, grad_norm: 1.8154 2021-01-22 07:03:51,306 - mmaction - INFO - Epoch [85][780/2147] lr: 1.514e-01, eta: 7 days, 2:31:27, time: 1.587, data_time: 0.013, memory: 16628, top1_acc: 0.3562, top5_acc: 0.6040, loss_cls: 2.9591, loss: 2.9591, grad_norm: 1.8110 2021-01-22 07:04:24,032 - mmaction - INFO - Epoch [85][800/2147] lr: 1.514e-01, eta: 7 days, 2:30:53, time: 1.639, data_time: 0.007, memory: 16628, top1_acc: 0.3527, top5_acc: 0.5969, loss_cls: 3.0367, loss: 3.0367, grad_norm: 1.8477 2021-01-22 07:04:52,879 - mmaction - INFO - Epoch [85][820/2147] lr: 1.514e-01, eta: 7 days, 2:30:10, time: 1.442, data_time: 0.004, memory: 16628, top1_acc: 0.3518, top5_acc: 0.6179, loss_cls: 2.9507, loss: 2.9507, grad_norm: 1.8074 2021-01-22 07:05:23,798 - mmaction - INFO - Epoch [85][840/2147] lr: 1.514e-01, eta: 7 days, 2:29:32, time: 1.543, data_time: 0.006, memory: 16628, top1_acc: 0.3375, top5_acc: 0.5839, loss_cls: 3.0161, loss: 3.0161, grad_norm: 1.8162 2021-01-22 07:05:52,662 - mmaction - INFO - Epoch [85][860/2147] lr: 1.514e-01, eta: 7 days, 2:28:50, time: 1.449, data_time: 0.010, memory: 16628, top1_acc: 0.3451, top5_acc: 0.6129, loss_cls: 2.9933, loss: 2.9933, grad_norm: 1.8740 2021-01-22 07:06:26,835 - mmaction - INFO - Epoch [85][880/2147] lr: 1.514e-01, eta: 7 days, 2:28:18, time: 1.708, data_time: 0.001, memory: 16628, top1_acc: 0.3420, top5_acc: 0.5946, loss_cls: 3.0206, loss: 3.0206, grad_norm: 1.7899 2021-01-22 07:06:59,521 - mmaction - INFO - Epoch [85][900/2147] lr: 1.514e-01, eta: 7 days, 2:27:43, time: 1.628, data_time: 0.002, memory: 16628, top1_acc: 0.3469, top5_acc: 0.6094, loss_cls: 2.9787, loss: 2.9787, grad_norm: 1.8065 2021-01-22 07:07:32,232 - mmaction - INFO - Epoch [85][920/2147] lr: 1.514e-01, eta: 7 days, 2:27:09, time: 1.636, data_time: 0.015, memory: 16628, top1_acc: 0.3513, top5_acc: 0.5951, loss_cls: 2.9746, loss: 2.9746, grad_norm: 1.7763 2021-01-22 07:08:03,615 - mmaction - INFO - Epoch [85][940/2147] lr: 1.514e-01, eta: 7 days, 2:26:32, time: 1.575, data_time: 0.013, memory: 16628, top1_acc: 0.3504, top5_acc: 0.5906, loss_cls: 2.9968, loss: 2.9968, grad_norm: 1.8084 2021-01-22 07:08:33,108 - mmaction - INFO - Epoch [85][960/2147] lr: 1.514e-01, eta: 7 days, 2:25:51, time: 1.476, data_time: 0.002, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5906, loss_cls: 3.0416, loss: 3.0416, grad_norm: 1.8451 2021-01-22 07:09:04,576 - mmaction - INFO - Epoch [85][980/2147] lr: 1.514e-01, eta: 7 days, 2:25:14, time: 1.573, data_time: 0.002, memory: 16628, top1_acc: 0.3429, top5_acc: 0.5955, loss_cls: 2.9527, loss: 2.9527, grad_norm: 1.7703 2021-01-22 07:09:35,703 - mmaction - INFO - Epoch [85][1000/2147] lr: 1.514e-01, eta: 7 days, 2:24:36, time: 1.555, data_time: 0.003, memory: 16628, top1_acc: 0.3384, top5_acc: 0.5973, loss_cls: 3.0286, loss: 3.0286, grad_norm: 1.8303 2021-01-22 07:10:04,300 - mmaction - INFO - Epoch [85][1020/2147] lr: 1.514e-01, eta: 7 days, 2:23:53, time: 1.428, data_time: 0.007, memory: 16628, top1_acc: 0.3411, top5_acc: 0.5951, loss_cls: 3.0394, loss: 3.0394, grad_norm: 1.8152 2021-01-22 07:10:34,520 - mmaction - INFO - Epoch [85][1040/2147] lr: 1.514e-01, eta: 7 days, 2:23:13, time: 1.512, data_time: 0.006, memory: 16628, top1_acc: 0.3562, top5_acc: 0.6098, loss_cls: 2.9430, loss: 2.9430, grad_norm: 1.8030 2021-01-22 07:11:06,051 - mmaction - INFO - Epoch [85][1060/2147] lr: 1.514e-01, eta: 7 days, 2:22:37, time: 1.579, data_time: 0.004, memory: 16628, top1_acc: 0.3478, top5_acc: 0.6018, loss_cls: 3.0178, loss: 3.0178, grad_norm: 1.8257 2021-01-22 07:11:56,726 - mmaction - INFO - Epoch [85][1080/2147] lr: 1.514e-01, eta: 7 days, 2:22:38, time: 2.532, data_time: 0.004, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5982, loss_cls: 3.0285, loss: 3.0285, grad_norm: 1.7683 2021-01-22 07:12:28,933 - mmaction - INFO - Epoch [85][1100/2147] lr: 1.514e-01, eta: 7 days, 2:22:03, time: 1.611, data_time: 0.007, memory: 16628, top1_acc: 0.3478, top5_acc: 0.5978, loss_cls: 2.9824, loss: 2.9824, grad_norm: 1.7627 2021-01-22 07:13:01,088 - mmaction - INFO - Epoch [85][1120/2147] lr: 1.514e-01, eta: 7 days, 2:21:27, time: 1.599, data_time: 0.008, memory: 16628, top1_acc: 0.3469, top5_acc: 0.6009, loss_cls: 2.9491, loss: 2.9491, grad_norm: 1.8142 2021-01-22 07:13:33,169 - mmaction - INFO - Epoch [85][1140/2147] lr: 1.514e-01, eta: 7 days, 2:20:51, time: 1.612, data_time: 0.028, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5884, loss_cls: 3.0273, loss: 3.0273, grad_norm: 1.8293 2021-01-22 07:14:04,733 - mmaction - INFO - Epoch [85][1160/2147] lr: 1.514e-01, eta: 7 days, 2:20:14, time: 1.578, data_time: 0.011, memory: 16628, top1_acc: 0.3371, top5_acc: 0.5884, loss_cls: 3.0657, loss: 3.0657, grad_norm: 1.7699 2021-01-22 07:14:33,484 - mmaction - INFO - Epoch [85][1180/2147] lr: 1.514e-01, eta: 7 days, 2:19:32, time: 1.440, data_time: 0.006, memory: 16628, top1_acc: 0.3366, top5_acc: 0.5768, loss_cls: 3.0537, loss: 3.0537, grad_norm: 1.7868 2021-01-22 07:15:06,567 - mmaction - INFO - Epoch [85][1200/2147] lr: 1.514e-01, eta: 7 days, 2:18:58, time: 1.644, data_time: 0.003, memory: 16628, top1_acc: 0.3473, top5_acc: 0.6067, loss_cls: 2.9310, loss: 2.9310, grad_norm: 1.8255 2021-01-22 07:15:35,185 - mmaction - INFO - Epoch [85][1220/2147] lr: 1.514e-01, eta: 7 days, 2:18:15, time: 1.441, data_time: 0.015, memory: 16628, top1_acc: 0.3558, top5_acc: 0.5996, loss_cls: 2.9399, loss: 2.9399, grad_norm: 1.8613 2021-01-22 07:16:09,772 - mmaction - INFO - Epoch [85][1240/2147] lr: 1.514e-01, eta: 7 days, 2:17:45, time: 1.728, data_time: 0.006, memory: 16628, top1_acc: 0.3504, top5_acc: 0.5982, loss_cls: 2.9650, loss: 2.9650, grad_norm: 1.8321 2021-01-22 07:16:43,208 - mmaction - INFO - Epoch [85][1260/2147] lr: 1.514e-01, eta: 7 days, 2:17:12, time: 1.673, data_time: 0.005, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5848, loss_cls: 3.0159, loss: 3.0159, grad_norm: 1.7957 2021-01-22 07:17:14,034 - mmaction - INFO - Epoch [85][1280/2147] lr: 1.514e-01, eta: 7 days, 2:16:33, time: 1.541, data_time: 0.002, memory: 16628, top1_acc: 0.3482, top5_acc: 0.6062, loss_cls: 2.9351, loss: 2.9351, grad_norm: 1.8207 2021-01-22 07:17:43,001 - mmaction - INFO - Epoch [85][1300/2147] lr: 1.514e-01, eta: 7 days, 2:15:51, time: 1.447, data_time: 0.001, memory: 16628, top1_acc: 0.3179, top5_acc: 0.5942, loss_cls: 3.0383, loss: 3.0383, grad_norm: 1.8482 2021-01-22 07:18:11,783 - mmaction - INFO - Epoch [85][1320/2147] lr: 1.514e-01, eta: 7 days, 2:15:08, time: 1.438, data_time: 0.012, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5835, loss_cls: 3.0853, loss: 3.0853, grad_norm: 1.8000 2021-01-22 07:18:41,977 - mmaction - INFO - Epoch [85][1340/2147] lr: 1.514e-01, eta: 7 days, 2:14:29, time: 1.503, data_time: 0.004, memory: 16628, top1_acc: 0.3455, top5_acc: 0.6036, loss_cls: 2.9503, loss: 2.9503, grad_norm: 1.7768 2021-01-22 07:19:10,743 - mmaction - INFO - Epoch [85][1360/2147] lr: 1.514e-01, eta: 7 days, 2:13:46, time: 1.447, data_time: 0.010, memory: 16628, top1_acc: 0.3397, top5_acc: 0.5996, loss_cls: 3.0137, loss: 3.0137, grad_norm: 1.8089 2021-01-22 07:19:39,481 - mmaction - INFO - Epoch [85][1380/2147] lr: 1.514e-01, eta: 7 days, 2:13:04, time: 1.435, data_time: 0.007, memory: 16628, top1_acc: 0.3393, top5_acc: 0.5969, loss_cls: 3.0236, loss: 3.0236, grad_norm: 1.8030 2021-01-22 07:20:10,491 - mmaction - INFO - Epoch [85][1400/2147] lr: 1.514e-01, eta: 7 days, 2:12:26, time: 1.550, data_time: 0.008, memory: 16628, top1_acc: 0.3437, top5_acc: 0.5857, loss_cls: 3.0416, loss: 3.0416, grad_norm: 1.7826 2021-01-22 07:20:39,229 - mmaction - INFO - Epoch [85][1420/2147] lr: 1.514e-01, eta: 7 days, 2:11:43, time: 1.439, data_time: 0.008, memory: 16628, top1_acc: 0.3491, top5_acc: 0.5978, loss_cls: 3.0175, loss: 3.0175, grad_norm: 1.8022 2021-01-22 07:21:08,988 - mmaction - INFO - Epoch [85][1440/2147] lr: 1.514e-01, eta: 7 days, 2:11:03, time: 1.487, data_time: 0.003, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5866, loss_cls: 3.0601, loss: 3.0601, grad_norm: 1.8253 2021-01-22 07:21:39,271 - mmaction - INFO - Epoch [85][1460/2147] lr: 1.514e-01, eta: 7 days, 2:10:23, time: 1.509, data_time: 0.003, memory: 16628, top1_acc: 0.3531, top5_acc: 0.5938, loss_cls: 2.9436, loss: 2.9436, grad_norm: 1.8036 2021-01-22 07:22:23,906 - mmaction - INFO - Epoch [85][1480/2147] lr: 1.514e-01, eta: 7 days, 2:10:12, time: 2.213, data_time: 0.010, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5839, loss_cls: 3.0704, loss: 3.0704, grad_norm: 1.8521 2021-01-22 07:22:59,126 - mmaction - INFO - Epoch [85][1500/2147] lr: 1.514e-01, eta: 7 days, 2:09:43, time: 1.784, data_time: 0.029, memory: 16628, top1_acc: 0.3420, top5_acc: 0.5915, loss_cls: 3.0565, loss: 3.0565, grad_norm: 1.7601 2021-01-22 07:23:28,005 - mmaction - INFO - Epoch [85][1520/2147] lr: 1.514e-01, eta: 7 days, 2:09:01, time: 1.446, data_time: 0.004, memory: 16628, top1_acc: 0.3487, top5_acc: 0.6116, loss_cls: 2.8996, loss: 2.8996, grad_norm: 1.7997 2021-01-22 07:24:02,767 - mmaction - INFO - Epoch [85][1540/2147] lr: 1.514e-01, eta: 7 days, 2:08:30, time: 1.727, data_time: 0.003, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5978, loss_cls: 2.9800, loss: 2.9800, grad_norm: 1.8366 2021-01-22 07:24:31,785 - mmaction - INFO - Epoch [85][1560/2147] lr: 1.514e-01, eta: 7 days, 2:07:49, time: 1.462, data_time: 0.024, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5844, loss_cls: 3.0891, loss: 3.0891, grad_norm: 1.8461 2021-01-22 07:25:03,483 - mmaction - INFO - Epoch [85][1580/2147] lr: 1.514e-01, eta: 7 days, 2:07:12, time: 1.585, data_time: 0.002, memory: 16628, top1_acc: 0.3384, top5_acc: 0.6013, loss_cls: 2.9994, loss: 2.9994, grad_norm: 1.8207 2021-01-22 07:25:34,440 - mmaction - INFO - Epoch [85][1600/2147] lr: 1.514e-01, eta: 7 days, 2:06:34, time: 1.546, data_time: 0.001, memory: 16628, top1_acc: 0.3281, top5_acc: 0.5732, loss_cls: 3.0991, loss: 3.0991, grad_norm: 1.7974 2021-01-22 07:26:08,198 - mmaction - INFO - Epoch [85][1620/2147] lr: 1.514e-01, eta: 7 days, 2:06:01, time: 1.681, data_time: 0.006, memory: 16628, top1_acc: 0.3446, top5_acc: 0.5879, loss_cls: 3.0234, loss: 3.0234, grad_norm: 1.8227 2021-01-22 07:26:37,467 - mmaction - INFO - Epoch [85][1640/2147] lr: 1.514e-01, eta: 7 days, 2:05:20, time: 1.471, data_time: 0.018, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5812, loss_cls: 3.0911, loss: 3.0911, grad_norm: 1.7876 2021-01-22 07:27:09,320 - mmaction - INFO - Epoch [85][1660/2147] lr: 1.514e-01, eta: 7 days, 2:04:44, time: 1.587, data_time: 0.002, memory: 16628, top1_acc: 0.3455, top5_acc: 0.6058, loss_cls: 2.9719, loss: 2.9719, grad_norm: 1.7584 2021-01-22 07:27:38,008 - mmaction - INFO - Epoch [85][1680/2147] lr: 1.514e-01, eta: 7 days, 2:04:01, time: 1.441, data_time: 0.010, memory: 16628, top1_acc: 0.3549, top5_acc: 0.6036, loss_cls: 2.9297, loss: 2.9297, grad_norm: 1.7604 2021-01-22 07:28:06,874 - mmaction - INFO - Epoch [85][1700/2147] lr: 1.514e-01, eta: 7 days, 2:03:19, time: 1.442, data_time: 0.002, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5826, loss_cls: 3.0609, loss: 3.0609, grad_norm: 1.8041 2021-01-22 07:28:41,979 - mmaction - INFO - Epoch [85][1720/2147] lr: 1.514e-01, eta: 7 days, 2:02:49, time: 1.755, data_time: 0.005, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5884, loss_cls: 3.0491, loss: 3.0491, grad_norm: 1.7995 2021-01-22 07:29:10,915 - mmaction - INFO - Epoch [85][1740/2147] lr: 1.514e-01, eta: 7 days, 2:02:07, time: 1.445, data_time: 0.003, memory: 16628, top1_acc: 0.3415, top5_acc: 0.5888, loss_cls: 3.0448, loss: 3.0448, grad_norm: 1.8136 2021-01-22 07:29:44,695 - mmaction - INFO - Epoch [85][1760/2147] lr: 1.514e-01, eta: 7 days, 2:01:35, time: 1.690, data_time: 0.008, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5951, loss_cls: 3.0434, loss: 3.0434, grad_norm: 1.7942 2021-01-22 07:30:16,233 - mmaction - INFO - Epoch [85][1780/2147] lr: 1.514e-01, eta: 7 days, 2:00:58, time: 1.578, data_time: 0.003, memory: 16628, top1_acc: 0.3196, top5_acc: 0.5795, loss_cls: 3.0904, loss: 3.0904, grad_norm: 1.7460 2021-01-22 07:30:48,864 - mmaction - INFO - Epoch [85][1800/2147] lr: 1.514e-01, eta: 7 days, 2:00:23, time: 1.622, data_time: 0.003, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5737, loss_cls: 3.0845, loss: 3.0845, grad_norm: 1.7820 2021-01-22 07:31:17,692 - mmaction - INFO - Epoch [85][1820/2147] lr: 1.514e-01, eta: 7 days, 1:59:41, time: 1.451, data_time: 0.014, memory: 16628, top1_acc: 0.3393, top5_acc: 0.5938, loss_cls: 3.0209, loss: 3.0209, grad_norm: 1.7554 2021-01-22 07:32:06,798 - mmaction - INFO - Epoch [85][1840/2147] lr: 1.514e-01, eta: 7 days, 1:59:39, time: 2.440, data_time: 0.004, memory: 16628, top1_acc: 0.3388, top5_acc: 0.5946, loss_cls: 3.0268, loss: 3.0268, grad_norm: 1.8627 2021-01-22 07:32:38,306 - mmaction - INFO - Epoch [85][1860/2147] lr: 1.514e-01, eta: 7 days, 1:59:02, time: 1.581, data_time: 0.022, memory: 16628, top1_acc: 0.3402, top5_acc: 0.5969, loss_cls: 3.0164, loss: 3.0164, grad_norm: 1.8177 2021-01-22 07:33:07,686 - mmaction - INFO - Epoch [85][1880/2147] lr: 1.514e-01, eta: 7 days, 1:58:21, time: 1.478, data_time: 0.014, memory: 16628, top1_acc: 0.3558, top5_acc: 0.6054, loss_cls: 2.9652, loss: 2.9652, grad_norm: 1.7799 2021-01-22 07:33:41,203 - mmaction - INFO - Epoch [85][1900/2147] lr: 1.514e-01, eta: 7 days, 1:57:48, time: 1.674, data_time: 0.005, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5750, loss_cls: 3.0619, loss: 3.0619, grad_norm: 1.8129 2021-01-22 07:34:10,266 - mmaction - INFO - Epoch [85][1920/2147] lr: 1.514e-01, eta: 7 days, 1:57:07, time: 1.455, data_time: 0.010, memory: 16628, top1_acc: 0.3496, top5_acc: 0.5982, loss_cls: 3.0103, loss: 3.0103, grad_norm: 1.8430 2021-01-22 07:34:40,714 - mmaction - INFO - Epoch [85][1940/2147] lr: 1.514e-01, eta: 7 days, 1:56:27, time: 1.520, data_time: 0.002, memory: 16628, top1_acc: 0.3509, top5_acc: 0.5929, loss_cls: 3.0080, loss: 3.0080, grad_norm: 1.8069 2021-01-22 07:35:10,265 - mmaction - INFO - Epoch [85][1960/2147] lr: 1.514e-01, eta: 7 days, 1:55:46, time: 1.470, data_time: 0.006, memory: 16628, top1_acc: 0.3460, top5_acc: 0.6103, loss_cls: 2.9325, loss: 2.9325, grad_norm: 1.7973 2021-01-22 07:35:44,461 - mmaction - INFO - Epoch [85][1980/2147] lr: 1.514e-01, eta: 7 days, 1:55:15, time: 1.719, data_time: 0.011, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5848, loss_cls: 3.0729, loss: 3.0729, grad_norm: 1.9161 2021-01-22 07:36:15,134 - mmaction - INFO - Epoch [85][2000/2147] lr: 1.514e-01, eta: 7 days, 1:54:36, time: 1.533, data_time: 0.004, memory: 16628, top1_acc: 0.3344, top5_acc: 0.5759, loss_cls: 3.0859, loss: 3.0859, grad_norm: 1.7801 2021-01-22 07:36:50,013 - mmaction - INFO - Epoch [85][2020/2147] lr: 1.514e-01, eta: 7 days, 1:54:06, time: 1.735, data_time: 0.004, memory: 16628, top1_acc: 0.3585, top5_acc: 0.6062, loss_cls: 2.9665, loss: 2.9665, grad_norm: 1.7934 2021-01-22 07:37:22,272 - mmaction - INFO - Epoch [85][2040/2147] lr: 1.514e-01, eta: 7 days, 1:53:31, time: 1.624, data_time: 0.017, memory: 16628, top1_acc: 0.3464, top5_acc: 0.6018, loss_cls: 2.9812, loss: 2.9812, grad_norm: 1.8248 2021-01-22 07:37:55,233 - mmaction - INFO - Epoch [85][2060/2147] lr: 1.514e-01, eta: 7 days, 1:52:57, time: 1.646, data_time: 0.001, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5625, loss_cls: 3.1266, loss: 3.1266, grad_norm: 1.8281 2021-01-22 07:38:24,715 - mmaction - INFO - Epoch [85][2080/2147] lr: 1.514e-01, eta: 7 days, 1:52:16, time: 1.473, data_time: 0.005, memory: 16628, top1_acc: 0.3460, top5_acc: 0.6036, loss_cls: 2.9889, loss: 2.9889, grad_norm: 1.7716 2021-01-22 07:38:54,271 - mmaction - INFO - Epoch [85][2100/2147] lr: 1.514e-01, eta: 7 days, 1:51:35, time: 1.480, data_time: 0.007, memory: 16628, top1_acc: 0.3321, top5_acc: 0.5888, loss_cls: 3.0892, loss: 3.0892, grad_norm: 1.8076 2021-01-22 07:39:22,872 - mmaction - INFO - Epoch [85][2120/2147] lr: 1.514e-01, eta: 7 days, 1:50:52, time: 1.429, data_time: 0.004, memory: 16628, top1_acc: 0.3366, top5_acc: 0.5853, loss_cls: 3.0406, loss: 3.0406, grad_norm: 1.8009 2021-01-22 07:39:52,897 - mmaction - INFO - Epoch [85][2140/2147] lr: 1.514e-01, eta: 7 days, 1:50:12, time: 1.502, data_time: 0.002, memory: 16628, top1_acc: 0.3424, top5_acc: 0.6031, loss_cls: 2.9785, loss: 2.9785, grad_norm: 1.8222 2021-01-22 07:59:16,614 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-22 07:59:17,385 - mmaction - INFO - top1_acc 0.3657 top5_acc 0.6448 2021-01-22 07:59:17,385 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-22 07:59:17,442 - mmaction - INFO - mean_acc 0.3658 2021-01-22 07:59:17,451 - mmaction - INFO - Epoch(val) [85][2147] top1_acc: 0.3657, top5_acc: 0.6448, mean_class_accuracy: 0.3658 2021-01-22 08:04:11,635 - mmaction - INFO - Epoch [86][20/2147] lr: 1.504e-01, eta: 7 days, 1:57:48, time: 14.698, data_time: 12.907, memory: 16628, top1_acc: 0.3518, top5_acc: 0.6045, loss_cls: 2.9978, loss: 2.9978, grad_norm: 1.8483 2021-01-22 08:04:45,929 - mmaction - INFO - Epoch [86][40/2147] lr: 1.504e-01, eta: 7 days, 1:57:17, time: 1.722, data_time: 0.020, memory: 16628, top1_acc: 0.3393, top5_acc: 0.5857, loss_cls: 3.0150, loss: 3.0150, grad_norm: 1.7809 2021-01-22 08:05:15,144 - mmaction - INFO - Epoch [86][60/2147] lr: 1.504e-01, eta: 7 days, 1:56:36, time: 1.460, data_time: 0.011, memory: 16628, top1_acc: 0.3522, top5_acc: 0.6205, loss_cls: 2.9102, loss: 2.9102, grad_norm: 1.8480 2021-01-22 08:05:46,912 - mmaction - INFO - Epoch [86][80/2147] lr: 1.504e-01, eta: 7 days, 1:55:59, time: 1.592, data_time: 0.006, memory: 16628, top1_acc: 0.3455, top5_acc: 0.5982, loss_cls: 3.0021, loss: 3.0021, grad_norm: 1.8046 2021-01-22 08:06:15,900 - mmaction - INFO - Epoch [86][100/2147] lr: 1.504e-01, eta: 7 days, 1:55:17, time: 1.443, data_time: 0.003, memory: 16628, top1_acc: 0.3491, top5_acc: 0.6076, loss_cls: 2.9607, loss: 2.9607, grad_norm: 1.8091 2021-01-22 08:06:47,244 - mmaction - INFO - Epoch [86][120/2147] lr: 1.504e-01, eta: 7 days, 1:54:40, time: 1.573, data_time: 0.012, memory: 16628, top1_acc: 0.3415, top5_acc: 0.6094, loss_cls: 2.9627, loss: 2.9627, grad_norm: 1.8363 2021-01-22 08:07:19,135 - mmaction - INFO - Epoch [86][140/2147] lr: 1.504e-01, eta: 7 days, 1:54:03, time: 1.593, data_time: 0.006, memory: 16628, top1_acc: 0.3460, top5_acc: 0.6045, loss_cls: 2.9154, loss: 2.9154, grad_norm: 1.7971 2021-01-22 08:07:48,250 - mmaction - INFO - Epoch [86][160/2147] lr: 1.504e-01, eta: 7 days, 1:53:22, time: 1.456, data_time: 0.017, memory: 16628, top1_acc: 0.3402, top5_acc: 0.5902, loss_cls: 2.9901, loss: 2.9901, grad_norm: 1.7994 2021-01-22 08:08:20,224 - mmaction - INFO - Epoch [86][180/2147] lr: 1.504e-01, eta: 7 days, 1:52:46, time: 1.600, data_time: 0.004, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5875, loss_cls: 3.0340, loss: 3.0340, grad_norm: 1.8642 2021-01-22 08:08:49,407 - mmaction - INFO - Epoch [86][200/2147] lr: 1.504e-01, eta: 7 days, 1:52:04, time: 1.460, data_time: 0.004, memory: 16628, top1_acc: 0.3259, top5_acc: 0.6094, loss_cls: 2.9560, loss: 2.9560, grad_norm: 1.8377 2021-01-22 08:09:18,677 - mmaction - INFO - Epoch [86][220/2147] lr: 1.504e-01, eta: 7 days, 1:51:22, time: 1.463, data_time: 0.010, memory: 16628, top1_acc: 0.3442, top5_acc: 0.6036, loss_cls: 2.9654, loss: 2.9654, grad_norm: 1.8738 2021-01-22 08:09:48,396 - mmaction - INFO - Epoch [86][240/2147] lr: 1.504e-01, eta: 7 days, 1:50:42, time: 1.480, data_time: 0.004, memory: 16628, top1_acc: 0.3424, top5_acc: 0.6022, loss_cls: 2.9832, loss: 2.9832, grad_norm: 1.8872 2021-01-22 08:10:20,601 - mmaction - INFO - Epoch [86][260/2147] lr: 1.504e-01, eta: 7 days, 1:50:06, time: 1.617, data_time: 0.009, memory: 16628, top1_acc: 0.3388, top5_acc: 0.5996, loss_cls: 3.0217, loss: 3.0217, grad_norm: 1.7974 2021-01-22 08:10:49,678 - mmaction - INFO - Epoch [86][280/2147] lr: 1.504e-01, eta: 7 days, 1:49:24, time: 1.450, data_time: 0.002, memory: 16628, top1_acc: 0.3549, top5_acc: 0.6054, loss_cls: 2.9398, loss: 2.9398, grad_norm: 1.8024 2021-01-22 08:11:18,795 - mmaction - INFO - Epoch [86][300/2147] lr: 1.504e-01, eta: 7 days, 1:48:43, time: 1.456, data_time: 0.009, memory: 16628, top1_acc: 0.3415, top5_acc: 0.5915, loss_cls: 3.0229, loss: 3.0229, grad_norm: 1.8300 2021-01-22 08:12:00,170 - mmaction - INFO - Epoch [86][320/2147] lr: 1.504e-01, eta: 7 days, 1:48:25, time: 2.070, data_time: 0.006, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5813, loss_cls: 3.0525, loss: 3.0525, grad_norm: 1.8294 2021-01-22 08:12:29,280 - mmaction - INFO - Epoch [86][340/2147] lr: 1.504e-01, eta: 7 days, 1:47:44, time: 1.455, data_time: 0.005, memory: 16628, top1_acc: 0.3482, top5_acc: 0.6027, loss_cls: 2.9581, loss: 2.9581, grad_norm: 1.8141 2021-01-22 08:13:01,006 - mmaction - INFO - Epoch [86][360/2147] lr: 1.504e-01, eta: 7 days, 1:47:07, time: 1.589, data_time: 0.004, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5929, loss_cls: 3.0363, loss: 3.0363, grad_norm: 1.8688 2021-01-22 08:13:29,646 - mmaction - INFO - Epoch [86][380/2147] lr: 1.504e-01, eta: 7 days, 1:46:24, time: 1.431, data_time: 0.003, memory: 16628, top1_acc: 0.3388, top5_acc: 0.6062, loss_cls: 2.9547, loss: 2.9547, grad_norm: 1.7940 2021-01-22 08:13:58,138 - mmaction - INFO - Epoch [86][400/2147] lr: 1.504e-01, eta: 7 days, 1:45:41, time: 1.425, data_time: 0.003, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5737, loss_cls: 3.1371, loss: 3.1371, grad_norm: 1.8400 2021-01-22 08:14:29,712 - mmaction - INFO - Epoch [86][420/2147] lr: 1.504e-01, eta: 7 days, 1:45:05, time: 1.578, data_time: 0.004, memory: 16628, top1_acc: 0.3536, top5_acc: 0.6045, loss_cls: 3.0008, loss: 3.0008, grad_norm: 1.8069 2021-01-22 08:14:58,969 - mmaction - INFO - Epoch [86][440/2147] lr: 1.504e-01, eta: 7 days, 1:44:23, time: 1.463, data_time: 0.007, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5795, loss_cls: 3.0856, loss: 3.0856, grad_norm: 1.8268 2021-01-22 08:15:27,754 - mmaction - INFO - Epoch [86][460/2147] lr: 1.504e-01, eta: 7 days, 1:43:41, time: 1.440, data_time: 0.004, memory: 16628, top1_acc: 0.3607, top5_acc: 0.6165, loss_cls: 2.9403, loss: 2.9403, grad_norm: 1.8170 2021-01-22 08:15:57,204 - mmaction - INFO - Epoch [86][480/2147] lr: 1.504e-01, eta: 7 days, 1:42:59, time: 1.466, data_time: 0.003, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5911, loss_cls: 3.0123, loss: 3.0123, grad_norm: 1.8405 2021-01-22 08:16:27,635 - mmaction - INFO - Epoch [86][500/2147] lr: 1.504e-01, eta: 7 days, 1:42:20, time: 1.524, data_time: 0.013, memory: 16628, top1_acc: 0.3451, top5_acc: 0.6098, loss_cls: 2.9508, loss: 2.9508, grad_norm: 1.8316 2021-01-22 08:17:03,776 - mmaction - INFO - Epoch [86][520/2147] lr: 1.504e-01, eta: 7 days, 1:41:53, time: 1.807, data_time: 0.008, memory: 16628, top1_acc: 0.3379, top5_acc: 0.5964, loss_cls: 2.9953, loss: 2.9953, grad_norm: 1.8272 2021-01-22 08:17:36,588 - mmaction - INFO - Epoch [86][540/2147] lr: 1.504e-01, eta: 7 days, 1:41:18, time: 1.634, data_time: 0.009, memory: 16628, top1_acc: 0.3451, top5_acc: 0.6022, loss_cls: 2.9825, loss: 2.9825, grad_norm: 1.8208 2021-01-22 08:18:05,247 - mmaction - INFO - Epoch [86][560/2147] lr: 1.504e-01, eta: 7 days, 1:40:36, time: 1.443, data_time: 0.017, memory: 16628, top1_acc: 0.3464, top5_acc: 0.5933, loss_cls: 2.9541, loss: 2.9541, grad_norm: 1.8176 2021-01-22 08:18:35,965 - mmaction - INFO - Epoch [86][580/2147] lr: 1.504e-01, eta: 7 days, 1:39:57, time: 1.534, data_time: 0.005, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5866, loss_cls: 3.0014, loss: 3.0014, grad_norm: 1.8228 2021-01-22 08:19:05,766 - mmaction - INFO - Epoch [86][600/2147] lr: 1.504e-01, eta: 7 days, 1:39:17, time: 1.490, data_time: 0.006, memory: 16628, top1_acc: 0.3504, top5_acc: 0.6004, loss_cls: 2.9945, loss: 2.9945, grad_norm: 1.7748 2021-01-22 08:19:34,470 - mmaction - INFO - Epoch [86][620/2147] lr: 1.504e-01, eta: 7 days, 1:38:34, time: 1.435, data_time: 0.006, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5768, loss_cls: 3.0986, loss: 3.0986, grad_norm: 1.8456 2021-01-22 08:20:05,786 - mmaction - INFO - Epoch [86][640/2147] lr: 1.504e-01, eta: 7 days, 1:37:57, time: 1.568, data_time: 0.008, memory: 16628, top1_acc: 0.3585, top5_acc: 0.6228, loss_cls: 2.9246, loss: 2.9246, grad_norm: 1.8058 2021-01-22 08:20:36,481 - mmaction - INFO - Epoch [86][660/2147] lr: 1.504e-01, eta: 7 days, 1:37:18, time: 1.531, data_time: 0.003, memory: 16628, top1_acc: 0.3433, top5_acc: 0.5991, loss_cls: 3.0213, loss: 3.0213, grad_norm: 1.8451 2021-01-22 08:21:11,025 - mmaction - INFO - Epoch [86][680/2147] lr: 1.504e-01, eta: 7 days, 1:36:47, time: 1.726, data_time: 0.013, memory: 16628, top1_acc: 0.3371, top5_acc: 0.5938, loss_cls: 3.0269, loss: 3.0269, grad_norm: 1.8210 2021-01-22 08:21:58,927 - mmaction - INFO - Epoch [86][700/2147] lr: 1.504e-01, eta: 7 days, 1:36:43, time: 2.393, data_time: 0.013, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5933, loss_cls: 3.0101, loss: 3.0101, grad_norm: 1.8142 2021-01-22 08:22:29,876 - mmaction - INFO - Epoch [86][720/2147] lr: 1.504e-01, eta: 7 days, 1:36:04, time: 1.532, data_time: 0.014, memory: 16628, top1_acc: 0.3424, top5_acc: 0.6000, loss_cls: 2.9675, loss: 2.9675, grad_norm: 1.7867 2021-01-22 08:22:58,585 - mmaction - INFO - Epoch [86][740/2147] lr: 1.504e-01, eta: 7 days, 1:35:23, time: 1.458, data_time: 0.025, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5964, loss_cls: 3.0297, loss: 3.0297, grad_norm: 1.8337 2021-01-22 08:23:30,256 - mmaction - INFO - Epoch [86][760/2147] lr: 1.504e-01, eta: 7 days, 1:34:46, time: 1.579, data_time: 0.004, memory: 16628, top1_acc: 0.3402, top5_acc: 0.6129, loss_cls: 2.9343, loss: 2.9343, grad_norm: 1.8347 2021-01-22 08:24:04,967 - mmaction - INFO - Epoch [86][780/2147] lr: 1.504e-01, eta: 7 days, 1:34:15, time: 1.740, data_time: 0.013, memory: 16628, top1_acc: 0.3473, top5_acc: 0.6045, loss_cls: 2.9448, loss: 2.9448, grad_norm: 1.8868 2021-01-22 08:24:34,313 - mmaction - INFO - Epoch [86][800/2147] lr: 1.504e-01, eta: 7 days, 1:33:34, time: 1.464, data_time: 0.002, memory: 16628, top1_acc: 0.3330, top5_acc: 0.5897, loss_cls: 3.0120, loss: 3.0120, grad_norm: 1.8586 2021-01-22 08:25:03,446 - mmaction - INFO - Epoch [86][820/2147] lr: 1.504e-01, eta: 7 days, 1:32:52, time: 1.457, data_time: 0.007, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5951, loss_cls: 3.0329, loss: 3.0329, grad_norm: 1.7623 2021-01-22 08:25:34,591 - mmaction - INFO - Epoch [86][840/2147] lr: 1.504e-01, eta: 7 days, 1:32:15, time: 1.561, data_time: 0.013, memory: 16628, top1_acc: 0.3321, top5_acc: 0.5888, loss_cls: 3.0360, loss: 3.0360, grad_norm: 1.7593 2021-01-22 08:26:05,912 - mmaction - INFO - Epoch [86][860/2147] lr: 1.504e-01, eta: 7 days, 1:31:37, time: 1.565, data_time: 0.007, memory: 16628, top1_acc: 0.3500, top5_acc: 0.6089, loss_cls: 2.9718, loss: 2.9718, grad_norm: 1.7948 2021-01-22 08:26:36,872 - mmaction - INFO - Epoch [86][880/2147] lr: 1.504e-01, eta: 7 days, 1:30:59, time: 1.549, data_time: 0.005, memory: 16628, top1_acc: 0.3442, top5_acc: 0.5888, loss_cls: 3.0354, loss: 3.0354, grad_norm: 1.8026 2021-01-22 08:27:14,436 - mmaction - INFO - Epoch [86][900/2147] lr: 1.504e-01, eta: 7 days, 1:30:34, time: 1.872, data_time: 0.054, memory: 16628, top1_acc: 0.3549, top5_acc: 0.6156, loss_cls: 2.9285, loss: 2.9285, grad_norm: 1.7886 2021-01-22 08:27:47,010 - mmaction - INFO - Epoch [86][920/2147] lr: 1.504e-01, eta: 7 days, 1:30:00, time: 1.634, data_time: 0.009, memory: 16628, top1_acc: 0.3437, top5_acc: 0.6000, loss_cls: 2.9734, loss: 2.9734, grad_norm: 1.8438 2021-01-22 08:28:17,374 - mmaction - INFO - Epoch [86][940/2147] lr: 1.504e-01, eta: 7 days, 1:29:20, time: 1.518, data_time: 0.004, memory: 16628, top1_acc: 0.3603, top5_acc: 0.6170, loss_cls: 2.9059, loss: 2.9059, grad_norm: 1.8492 2021-01-22 08:28:49,343 - mmaction - INFO - Epoch [86][960/2147] lr: 1.504e-01, eta: 7 days, 1:28:44, time: 1.598, data_time: 0.003, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5884, loss_cls: 3.1109, loss: 3.1109, grad_norm: 1.8400 2021-01-22 08:29:18,830 - mmaction - INFO - Epoch [86][980/2147] lr: 1.504e-01, eta: 7 days, 1:28:03, time: 1.472, data_time: 0.004, memory: 16628, top1_acc: 0.3625, top5_acc: 0.6174, loss_cls: 2.9234, loss: 2.9234, grad_norm: 1.8170 2021-01-22 08:29:48,112 - mmaction - INFO - Epoch [86][1000/2147] lr: 1.504e-01, eta: 7 days, 1:27:22, time: 1.469, data_time: 0.018, memory: 16628, top1_acc: 0.3496, top5_acc: 0.6094, loss_cls: 2.9820, loss: 2.9820, grad_norm: 1.8557 2021-01-22 08:30:16,741 - mmaction - INFO - Epoch [86][1020/2147] lr: 1.504e-01, eta: 7 days, 1:26:39, time: 1.431, data_time: 0.003, memory: 16628, top1_acc: 0.3406, top5_acc: 0.5929, loss_cls: 3.0111, loss: 3.0111, grad_norm: 1.7943 2021-01-22 08:30:45,593 - mmaction - INFO - Epoch [86][1040/2147] lr: 1.504e-01, eta: 7 days, 1:25:57, time: 1.443, data_time: 0.002, memory: 16628, top1_acc: 0.3411, top5_acc: 0.5888, loss_cls: 3.0251, loss: 3.0251, grad_norm: 1.8199 2021-01-22 08:31:15,529 - mmaction - INFO - Epoch [86][1060/2147] lr: 1.504e-01, eta: 7 days, 1:25:17, time: 1.495, data_time: 0.003, memory: 16628, top1_acc: 0.3567, top5_acc: 0.5946, loss_cls: 2.9642, loss: 2.9642, grad_norm: 1.8068 2021-01-22 08:31:46,837 - mmaction - INFO - Epoch [86][1080/2147] lr: 1.504e-01, eta: 7 days, 1:24:39, time: 1.559, data_time: 0.004, memory: 16628, top1_acc: 0.3393, top5_acc: 0.5906, loss_cls: 3.0351, loss: 3.0351, grad_norm: 1.7990 2021-01-22 08:32:15,856 - mmaction - INFO - Epoch [86][1100/2147] lr: 1.504e-01, eta: 7 days, 1:23:58, time: 1.457, data_time: 0.012, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5933, loss_cls: 3.0142, loss: 3.0142, grad_norm: 1.7735 2021-01-22 08:32:49,002 - mmaction - INFO - Epoch [86][1120/2147] lr: 1.504e-01, eta: 7 days, 1:23:24, time: 1.656, data_time: 0.004, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5759, loss_cls: 3.0619, loss: 3.0619, grad_norm: 1.7804 2021-01-22 08:33:18,245 - mmaction - INFO - Epoch [86][1140/2147] lr: 1.504e-01, eta: 7 days, 1:22:42, time: 1.461, data_time: 0.008, memory: 16628, top1_acc: 0.3219, top5_acc: 0.5902, loss_cls: 3.0914, loss: 3.0914, grad_norm: 1.8570 2021-01-22 08:33:47,764 - mmaction - INFO - Epoch [86][1160/2147] lr: 1.504e-01, eta: 7 days, 1:22:02, time: 1.479, data_time: 0.010, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5705, loss_cls: 3.0835, loss: 3.0835, grad_norm: 1.7851 2021-01-22 08:34:18,388 - mmaction - INFO - Epoch [86][1180/2147] lr: 1.504e-01, eta: 7 days, 1:21:23, time: 1.530, data_time: 0.007, memory: 16628, top1_acc: 0.3473, top5_acc: 0.5924, loss_cls: 2.9943, loss: 2.9943, grad_norm: 1.7779 2021-01-22 08:34:54,870 - mmaction - INFO - Epoch [86][1200/2147] lr: 1.504e-01, eta: 7 days, 1:20:56, time: 1.820, data_time: 0.013, memory: 16628, top1_acc: 0.3442, top5_acc: 0.6009, loss_cls: 2.9728, loss: 2.9728, grad_norm: 1.8202 2021-01-22 08:35:27,555 - mmaction - INFO - Epoch [86][1220/2147] lr: 1.504e-01, eta: 7 days, 1:20:21, time: 1.639, data_time: 0.012, memory: 16628, top1_acc: 0.3527, top5_acc: 0.6080, loss_cls: 2.9794, loss: 2.9794, grad_norm: 1.8438 2021-01-22 08:35:56,284 - mmaction - INFO - Epoch [86][1240/2147] lr: 1.504e-01, eta: 7 days, 1:19:39, time: 1.439, data_time: 0.005, memory: 16628, top1_acc: 0.3540, top5_acc: 0.6237, loss_cls: 2.9107, loss: 2.9107, grad_norm: 1.8529 2021-01-22 08:36:28,627 - mmaction - INFO - Epoch [86][1260/2147] lr: 1.504e-01, eta: 7 days, 1:19:04, time: 1.616, data_time: 0.006, memory: 16628, top1_acc: 0.3357, top5_acc: 0.5871, loss_cls: 3.0273, loss: 3.0273, grad_norm: 1.8128 2021-01-22 08:36:58,269 - mmaction - INFO - Epoch [86][1280/2147] lr: 1.504e-01, eta: 7 days, 1:18:23, time: 1.483, data_time: 0.004, memory: 16628, top1_acc: 0.3634, top5_acc: 0.6004, loss_cls: 2.9196, loss: 2.9196, grad_norm: 1.7892 2021-01-22 08:37:30,737 - mmaction - INFO - Epoch [86][1300/2147] lr: 1.504e-01, eta: 7 days, 1:17:48, time: 1.618, data_time: 0.004, memory: 16628, top1_acc: 0.3379, top5_acc: 0.5817, loss_cls: 3.0781, loss: 3.0781, grad_norm: 1.8068 2021-01-22 08:38:01,523 - mmaction - INFO - Epoch [86][1320/2147] lr: 1.504e-01, eta: 7 days, 1:17:10, time: 1.545, data_time: 0.009, memory: 16628, top1_acc: 0.3339, top5_acc: 0.6089, loss_cls: 2.9529, loss: 2.9529, grad_norm: 1.7676 2021-01-22 08:38:32,304 - mmaction - INFO - Epoch [86][1340/2147] lr: 1.504e-01, eta: 7 days, 1:16:31, time: 1.539, data_time: 0.003, memory: 16628, top1_acc: 0.3393, top5_acc: 0.5875, loss_cls: 3.0273, loss: 3.0273, grad_norm: 1.8513 2021-01-22 08:39:04,616 - mmaction - INFO - Epoch [86][1360/2147] lr: 1.504e-01, eta: 7 days, 1:15:56, time: 1.615, data_time: 0.004, memory: 16628, top1_acc: 0.3504, top5_acc: 0.5866, loss_cls: 3.0318, loss: 3.0318, grad_norm: 1.8147 2021-01-22 08:39:37,967 - mmaction - INFO - Epoch [86][1380/2147] lr: 1.504e-01, eta: 7 days, 1:15:22, time: 1.662, data_time: 0.003, memory: 16628, top1_acc: 0.3509, top5_acc: 0.5987, loss_cls: 3.0236, loss: 3.0236, grad_norm: 1.8397 2021-01-22 08:40:07,836 - mmaction - INFO - Epoch [86][1400/2147] lr: 1.504e-01, eta: 7 days, 1:14:42, time: 1.497, data_time: 0.015, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5879, loss_cls: 3.0400, loss: 3.0400, grad_norm: 1.8332 2021-01-22 08:40:41,566 - mmaction - INFO - Epoch [86][1420/2147] lr: 1.504e-01, eta: 7 days, 1:14:10, time: 1.678, data_time: 0.017, memory: 16628, top1_acc: 0.3509, top5_acc: 0.6013, loss_cls: 2.9853, loss: 2.9853, grad_norm: 1.7992 2021-01-22 08:41:17,802 - mmaction - INFO - Epoch [86][1440/2147] lr: 1.504e-01, eta: 7 days, 1:13:42, time: 1.813, data_time: 0.027, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5924, loss_cls: 3.0497, loss: 3.0497, grad_norm: 1.8359 2021-01-22 08:41:51,425 - mmaction - INFO - Epoch [86][1460/2147] lr: 1.504e-01, eta: 7 days, 1:13:10, time: 1.687, data_time: 0.012, memory: 16628, top1_acc: 0.3379, top5_acc: 0.5996, loss_cls: 2.9948, loss: 2.9948, grad_norm: 1.8440 2021-01-22 08:42:19,986 - mmaction - INFO - Epoch [86][1480/2147] lr: 1.504e-01, eta: 7 days, 1:12:27, time: 1.430, data_time: 0.007, memory: 16628, top1_acc: 0.3402, top5_acc: 0.5920, loss_cls: 3.0014, loss: 3.0014, grad_norm: 1.8200 2021-01-22 08:42:48,962 - mmaction - INFO - Epoch [86][1500/2147] lr: 1.504e-01, eta: 7 days, 1:11:45, time: 1.449, data_time: 0.005, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5946, loss_cls: 3.0319, loss: 3.0319, grad_norm: 1.7946 2021-01-22 08:43:20,558 - mmaction - INFO - Epoch [86][1520/2147] lr: 1.504e-01, eta: 7 days, 1:11:08, time: 1.577, data_time: 0.006, memory: 16628, top1_acc: 0.3612, top5_acc: 0.6125, loss_cls: 2.8835, loss: 2.8835, grad_norm: 1.7919 2021-01-22 08:43:49,235 - mmaction - INFO - Epoch [86][1540/2147] lr: 1.504e-01, eta: 7 days, 1:10:26, time: 1.438, data_time: 0.008, memory: 16628, top1_acc: 0.3433, top5_acc: 0.6040, loss_cls: 2.9834, loss: 2.9834, grad_norm: 1.8317 2021-01-22 08:44:19,401 - mmaction - INFO - Epoch [86][1560/2147] lr: 1.504e-01, eta: 7 days, 1:09:46, time: 1.509, data_time: 0.003, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5754, loss_cls: 3.0720, loss: 3.0720, grad_norm: 1.8534 2021-01-22 08:44:48,286 - mmaction - INFO - Epoch [86][1580/2147] lr: 1.504e-01, eta: 7 days, 1:09:04, time: 1.443, data_time: 0.008, memory: 16628, top1_acc: 0.3478, top5_acc: 0.5893, loss_cls: 3.0526, loss: 3.0526, grad_norm: 1.7739 2021-01-22 08:45:17,059 - mmaction - INFO - Epoch [86][1600/2147] lr: 1.504e-01, eta: 7 days, 1:08:22, time: 1.440, data_time: 0.005, memory: 16628, top1_acc: 0.3518, top5_acc: 0.6196, loss_cls: 2.9641, loss: 2.9641, grad_norm: 1.7948 2021-01-22 08:45:47,885 - mmaction - INFO - Epoch [86][1620/2147] lr: 1.504e-01, eta: 7 days, 1:07:43, time: 1.536, data_time: 0.002, memory: 16628, top1_acc: 0.3388, top5_acc: 0.5844, loss_cls: 3.0293, loss: 3.0293, grad_norm: 1.8205 2021-01-22 08:46:17,966 - mmaction - INFO - Epoch [86][1640/2147] lr: 1.504e-01, eta: 7 days, 1:07:04, time: 1.509, data_time: 0.008, memory: 16628, top1_acc: 0.3397, top5_acc: 0.6062, loss_cls: 2.9745, loss: 2.9745, grad_norm: 1.7758 2021-01-22 08:46:46,490 - mmaction - INFO - Epoch [86][1660/2147] lr: 1.504e-01, eta: 7 days, 1:06:21, time: 1.426, data_time: 0.004, memory: 16628, top1_acc: 0.3442, top5_acc: 0.6009, loss_cls: 3.0034, loss: 3.0034, grad_norm: 1.7658 2021-01-22 08:47:15,764 - mmaction - INFO - Epoch [86][1680/2147] lr: 1.504e-01, eta: 7 days, 1:05:39, time: 1.459, data_time: 0.002, memory: 16628, top1_acc: 0.3250, top5_acc: 0.5746, loss_cls: 3.1158, loss: 3.1158, grad_norm: 1.8434 2021-01-22 08:47:46,710 - mmaction - INFO - Epoch [86][1700/2147] lr: 1.504e-01, eta: 7 days, 1:05:02, time: 1.550, data_time: 0.013, memory: 16628, top1_acc: 0.3420, top5_acc: 0.5929, loss_cls: 2.9557, loss: 2.9557, grad_norm: 1.8348 2021-01-22 08:48:16,479 - mmaction - INFO - Epoch [86][1720/2147] lr: 1.504e-01, eta: 7 days, 1:04:21, time: 1.490, data_time: 0.008, memory: 16628, top1_acc: 0.3433, top5_acc: 0.5826, loss_cls: 3.0233, loss: 3.0233, grad_norm: 1.8007 2021-01-22 08:48:48,879 - mmaction - INFO - Epoch [86][1740/2147] lr: 1.504e-01, eta: 7 days, 1:03:46, time: 1.616, data_time: 0.004, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5857, loss_cls: 3.0370, loss: 3.0370, grad_norm: 1.8178 2021-01-22 08:49:21,184 - mmaction - INFO - Epoch [86][1760/2147] lr: 1.504e-01, eta: 7 days, 1:03:11, time: 1.613, data_time: 0.009, memory: 16628, top1_acc: 0.3558, top5_acc: 0.6080, loss_cls: 2.9230, loss: 2.9230, grad_norm: 1.7866 2021-01-22 08:49:50,943 - mmaction - INFO - Epoch [86][1780/2147] lr: 1.504e-01, eta: 7 days, 1:02:30, time: 1.493, data_time: 0.018, memory: 16628, top1_acc: 0.3455, top5_acc: 0.5888, loss_cls: 3.0325, loss: 3.0325, grad_norm: 1.8179 2021-01-22 08:50:25,502 - mmaction - INFO - Epoch [86][1800/2147] lr: 1.504e-01, eta: 7 days, 1:01:59, time: 1.722, data_time: 0.003, memory: 16628, top1_acc: 0.3464, top5_acc: 0.5942, loss_cls: 2.9951, loss: 2.9951, grad_norm: 1.7974 2021-01-22 08:50:58,561 - mmaction - INFO - Epoch [86][1820/2147] lr: 1.504e-01, eta: 7 days, 1:01:26, time: 1.652, data_time: 0.012, memory: 16628, top1_acc: 0.3563, top5_acc: 0.5982, loss_cls: 2.9725, loss: 2.9725, grad_norm: 1.8162 2021-01-22 08:51:27,597 - mmaction - INFO - Epoch [86][1840/2147] lr: 1.504e-01, eta: 7 days, 1:00:44, time: 1.457, data_time: 0.010, memory: 16628, top1_acc: 0.3357, top5_acc: 0.5866, loss_cls: 3.0814, loss: 3.0814, grad_norm: 1.8285 2021-01-22 08:52:10,142 - mmaction - INFO - Epoch [86][1860/2147] lr: 1.504e-01, eta: 7 days, 1:00:29, time: 2.124, data_time: 0.005, memory: 16628, top1_acc: 0.3330, top5_acc: 0.5839, loss_cls: 3.0406, loss: 3.0406, grad_norm: 1.7733 2021-01-22 08:52:39,456 - mmaction - INFO - Epoch [86][1880/2147] lr: 1.504e-01, eta: 7 days, 0:59:48, time: 1.469, data_time: 0.008, memory: 16628, top1_acc: 0.3446, top5_acc: 0.5893, loss_cls: 3.0302, loss: 3.0302, grad_norm: 1.7993 2021-01-22 08:53:11,559 - mmaction - INFO - Epoch [86][1900/2147] lr: 1.504e-01, eta: 7 days, 0:59:12, time: 1.601, data_time: 0.007, memory: 16628, top1_acc: 0.3406, top5_acc: 0.5937, loss_cls: 3.0150, loss: 3.0150, grad_norm: 1.7585 2021-01-22 08:53:40,914 - mmaction - INFO - Epoch [86][1920/2147] lr: 1.504e-01, eta: 7 days, 0:58:31, time: 1.464, data_time: 0.009, memory: 16628, top1_acc: 0.3478, top5_acc: 0.5991, loss_cls: 2.9538, loss: 2.9538, grad_norm: 1.7739 2021-01-22 08:54:11,269 - mmaction - INFO - Epoch [86][1940/2147] lr: 1.504e-01, eta: 7 days, 0:57:51, time: 1.520, data_time: 0.013, memory: 16628, top1_acc: 0.3562, top5_acc: 0.6022, loss_cls: 2.9736, loss: 2.9736, grad_norm: 1.8013 2021-01-22 08:54:49,668 - mmaction - INFO - Epoch [86][1960/2147] lr: 1.504e-01, eta: 7 days, 0:57:28, time: 1.909, data_time: 0.011, memory: 16628, top1_acc: 0.3406, top5_acc: 0.5982, loss_cls: 3.0149, loss: 3.0149, grad_norm: 1.8119 2021-01-22 08:55:23,446 - mmaction - INFO - Epoch [86][1980/2147] lr: 1.504e-01, eta: 7 days, 0:56:56, time: 1.707, data_time: 0.024, memory: 16628, top1_acc: 0.3406, top5_acc: 0.6036, loss_cls: 2.9768, loss: 2.9768, grad_norm: 1.8292 2021-01-22 08:55:52,393 - mmaction - INFO - Epoch [86][2000/2147] lr: 1.504e-01, eta: 7 days, 0:56:14, time: 1.449, data_time: 0.004, memory: 16628, top1_acc: 0.3482, top5_acc: 0.6040, loss_cls: 2.9720, loss: 2.9720, grad_norm: 1.8554 2021-01-22 08:56:22,544 - mmaction - INFO - Epoch [86][2020/2147] lr: 1.504e-01, eta: 7 days, 0:55:34, time: 1.501, data_time: 0.004, memory: 16628, top1_acc: 0.3308, top5_acc: 0.5982, loss_cls: 3.0378, loss: 3.0378, grad_norm: 1.7996 2021-01-22 08:56:52,263 - mmaction - INFO - Epoch [86][2040/2147] lr: 1.504e-01, eta: 7 days, 0:54:54, time: 1.492, data_time: 0.008, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5853, loss_cls: 3.1085, loss: 3.1085, grad_norm: 1.7618 2021-01-22 08:57:24,616 - mmaction - INFO - Epoch [86][2060/2147] lr: 1.504e-01, eta: 7 days, 0:54:19, time: 1.609, data_time: 0.007, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5973, loss_cls: 2.9899, loss: 2.9899, grad_norm: 1.7622 2021-01-22 08:57:53,726 - mmaction - INFO - Epoch [86][2080/2147] lr: 1.504e-01, eta: 7 days, 0:53:37, time: 1.464, data_time: 0.020, memory: 16628, top1_acc: 0.3710, top5_acc: 0.6156, loss_cls: 2.8872, loss: 2.8872, grad_norm: 1.7722 2021-01-22 08:58:23,209 - mmaction - INFO - Epoch [86][2100/2147] lr: 1.504e-01, eta: 7 days, 0:52:56, time: 1.472, data_time: 0.002, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5879, loss_cls: 2.9983, loss: 2.9983, grad_norm: 1.8103 2021-01-22 08:58:52,269 - mmaction - INFO - Epoch [86][2120/2147] lr: 1.504e-01, eta: 7 days, 0:52:15, time: 1.454, data_time: 0.005, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5759, loss_cls: 3.0829, loss: 3.0829, grad_norm: 1.8521 2021-01-22 08:59:22,180 - mmaction - INFO - Epoch [86][2140/2147] lr: 1.504e-01, eta: 7 days, 0:51:35, time: 1.492, data_time: 0.005, memory: 16628, top1_acc: 0.3344, top5_acc: 0.5866, loss_cls: 3.0344, loss: 3.0344, grad_norm: 1.8106 2021-01-22 09:04:45,439 - mmaction - INFO - Epoch [87][20/2147] lr: 1.493e-01, eta: 7 days, 0:59:04, time: 14.744, data_time: 13.113, memory: 16628, top1_acc: 0.3384, top5_acc: 0.6063, loss_cls: 2.9853, loss: 2.9853, grad_norm: 1.8431 2021-01-22 09:05:16,506 - mmaction - INFO - Epoch [87][40/2147] lr: 1.493e-01, eta: 7 days, 0:58:26, time: 1.551, data_time: 0.007, memory: 16628, top1_acc: 0.3281, top5_acc: 0.5920, loss_cls: 3.0428, loss: 3.0428, grad_norm: 1.7933 2021-01-22 09:05:47,901 - mmaction - INFO - Epoch [87][60/2147] lr: 1.493e-01, eta: 7 days, 0:57:48, time: 1.570, data_time: 0.012, memory: 16628, top1_acc: 0.3406, top5_acc: 0.6018, loss_cls: 2.9972, loss: 2.9972, grad_norm: 1.8458 2021-01-22 09:06:19,215 - mmaction - INFO - Epoch [87][80/2147] lr: 1.493e-01, eta: 7 days, 0:57:11, time: 1.564, data_time: 0.007, memory: 16628, top1_acc: 0.3558, top5_acc: 0.6018, loss_cls: 2.9400, loss: 2.9400, grad_norm: 1.8142 2021-01-22 09:06:48,534 - mmaction - INFO - Epoch [87][100/2147] lr: 1.493e-01, eta: 7 days, 0:56:30, time: 1.471, data_time: 0.009, memory: 16628, top1_acc: 0.3558, top5_acc: 0.5982, loss_cls: 2.9830, loss: 2.9830, grad_norm: 1.7984 2021-01-22 09:07:18,832 - mmaction - INFO - Epoch [87][120/2147] lr: 1.493e-01, eta: 7 days, 0:55:51, time: 1.513, data_time: 0.003, memory: 16628, top1_acc: 0.3594, top5_acc: 0.6085, loss_cls: 2.9179, loss: 2.9179, grad_norm: 1.7970 2021-01-22 09:07:49,660 - mmaction - INFO - Epoch [87][140/2147] lr: 1.493e-01, eta: 7 days, 0:55:12, time: 1.542, data_time: 0.004, memory: 16628, top1_acc: 0.3571, top5_acc: 0.6125, loss_cls: 2.9392, loss: 2.9392, grad_norm: 1.8165 2021-01-22 09:08:19,074 - mmaction - INFO - Epoch [87][160/2147] lr: 1.493e-01, eta: 7 days, 0:54:31, time: 1.472, data_time: 0.007, memory: 16628, top1_acc: 0.3451, top5_acc: 0.5790, loss_cls: 3.0464, loss: 3.0464, grad_norm: 1.8031 2021-01-22 09:08:48,133 - mmaction - INFO - Epoch [87][180/2147] lr: 1.493e-01, eta: 7 days, 0:53:50, time: 1.454, data_time: 0.004, memory: 16628, top1_acc: 0.3598, top5_acc: 0.6049, loss_cls: 2.9220, loss: 2.9220, grad_norm: 1.7734 2021-01-22 09:09:18,927 - mmaction - INFO - Epoch [87][200/2147] lr: 1.493e-01, eta: 7 days, 0:53:11, time: 1.539, data_time: 0.002, memory: 16628, top1_acc: 0.3379, top5_acc: 0.6045, loss_cls: 2.9710, loss: 2.9710, grad_norm: 1.7949 2021-01-22 09:09:48,040 - mmaction - INFO - Epoch [87][220/2147] lr: 1.493e-01, eta: 7 days, 0:52:29, time: 1.443, data_time: 0.002, memory: 16628, top1_acc: 0.3571, top5_acc: 0.6062, loss_cls: 2.9633, loss: 2.9633, grad_norm: 1.7911 2021-01-22 09:10:17,780 - mmaction - INFO - Epoch [87][240/2147] lr: 1.493e-01, eta: 7 days, 0:51:49, time: 1.497, data_time: 0.040, memory: 16628, top1_acc: 0.3509, top5_acc: 0.6116, loss_cls: 2.9513, loss: 2.9513, grad_norm: 1.8141 2021-01-22 09:10:46,685 - mmaction - INFO - Epoch [87][260/2147] lr: 1.493e-01, eta: 7 days, 0:51:07, time: 1.448, data_time: 0.006, memory: 16628, top1_acc: 0.3522, top5_acc: 0.6036, loss_cls: 2.9784, loss: 2.9784, grad_norm: 1.8174 2021-01-22 09:11:19,057 - mmaction - INFO - Epoch [87][280/2147] lr: 1.493e-01, eta: 7 days, 0:50:32, time: 1.618, data_time: 0.004, memory: 16628, top1_acc: 0.3478, top5_acc: 0.6161, loss_cls: 2.9410, loss: 2.9410, grad_norm: 1.8405 2021-01-22 09:11:49,757 - mmaction - INFO - Epoch [87][300/2147] lr: 1.493e-01, eta: 7 days, 0:49:53, time: 1.534, data_time: 0.004, memory: 16628, top1_acc: 0.3464, top5_acc: 0.5937, loss_cls: 3.0110, loss: 3.0110, grad_norm: 1.8768 2021-01-22 09:12:19,553 - mmaction - INFO - Epoch [87][320/2147] lr: 1.493e-01, eta: 7 days, 0:49:13, time: 1.491, data_time: 0.018, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5866, loss_cls: 3.0407, loss: 3.0407, grad_norm: 1.8014 2021-01-22 09:12:52,234 - mmaction - INFO - Epoch [87][340/2147] lr: 1.493e-01, eta: 7 days, 0:48:38, time: 1.634, data_time: 0.004, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5982, loss_cls: 2.9564, loss: 2.9564, grad_norm: 1.7932 2021-01-22 09:13:21,090 - mmaction - INFO - Epoch [87][360/2147] lr: 1.493e-01, eta: 7 days, 0:47:56, time: 1.444, data_time: 0.005, memory: 16628, top1_acc: 0.3705, top5_acc: 0.6049, loss_cls: 2.9643, loss: 2.9643, grad_norm: 1.8234 2021-01-22 09:13:53,349 - mmaction - INFO - Epoch [87][380/2147] lr: 1.493e-01, eta: 7 days, 0:47:21, time: 1.611, data_time: 0.003, memory: 16628, top1_acc: 0.3371, top5_acc: 0.6004, loss_cls: 3.0017, loss: 3.0017, grad_norm: 1.8349 2021-01-22 09:14:24,948 - mmaction - INFO - Epoch [87][400/2147] lr: 1.493e-01, eta: 7 days, 0:46:44, time: 1.582, data_time: 0.006, memory: 16628, top1_acc: 0.3478, top5_acc: 0.5946, loss_cls: 2.9785, loss: 2.9785, grad_norm: 1.8531 2021-01-22 09:14:58,327 - mmaction - INFO - Epoch [87][420/2147] lr: 1.493e-01, eta: 7 days, 0:46:11, time: 1.669, data_time: 0.001, memory: 16628, top1_acc: 0.3411, top5_acc: 0.5911, loss_cls: 3.0381, loss: 3.0381, grad_norm: 1.8392 2021-01-22 09:15:29,744 - mmaction - INFO - Epoch [87][440/2147] lr: 1.493e-01, eta: 7 days, 0:45:34, time: 1.570, data_time: 0.001, memory: 16628, top1_acc: 0.3469, top5_acc: 0.5920, loss_cls: 2.9878, loss: 2.9878, grad_norm: 1.7925 2021-01-22 09:15:58,931 - mmaction - INFO - Epoch [87][460/2147] lr: 1.493e-01, eta: 7 days, 0:44:52, time: 1.459, data_time: 0.006, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5817, loss_cls: 3.0571, loss: 3.0571, grad_norm: 1.8387 2021-01-22 09:16:28,842 - mmaction - INFO - Epoch [87][480/2147] lr: 1.493e-01, eta: 7 days, 0:44:12, time: 1.497, data_time: 0.011, memory: 16628, top1_acc: 0.3299, top5_acc: 0.5835, loss_cls: 3.0681, loss: 3.0681, grad_norm: 1.7721 2021-01-22 09:17:13,328 - mmaction - INFO - Epoch [87][500/2147] lr: 1.493e-01, eta: 7 days, 0:44:00, time: 2.216, data_time: 0.004, memory: 16628, top1_acc: 0.3612, top5_acc: 0.6062, loss_cls: 2.9022, loss: 2.9022, grad_norm: 1.8173 2021-01-22 09:17:41,881 - mmaction - INFO - Epoch [87][520/2147] lr: 1.493e-01, eta: 7 days, 0:43:18, time: 1.434, data_time: 0.013, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5906, loss_cls: 3.0532, loss: 3.0532, grad_norm: 1.8431 2021-01-22 09:18:12,783 - mmaction - INFO - Epoch [87][540/2147] lr: 1.493e-01, eta: 7 days, 0:42:40, time: 1.544, data_time: 0.004, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5906, loss_cls: 3.0333, loss: 3.0333, grad_norm: 1.8022 2021-01-22 09:18:42,231 - mmaction - INFO - Epoch [87][560/2147] lr: 1.493e-01, eta: 7 days, 0:41:59, time: 1.476, data_time: 0.010, memory: 16628, top1_acc: 0.3540, top5_acc: 0.6112, loss_cls: 2.9808, loss: 2.9808, grad_norm: 1.8256 2021-01-22 09:19:11,419 - mmaction - INFO - Epoch [87][580/2147] lr: 1.493e-01, eta: 7 days, 0:41:17, time: 1.459, data_time: 0.004, memory: 16628, top1_acc: 0.3562, top5_acc: 0.6085, loss_cls: 2.9165, loss: 2.9165, grad_norm: 1.8171 2021-01-22 09:19:41,702 - mmaction - INFO - Epoch [87][600/2147] lr: 1.493e-01, eta: 7 days, 0:40:38, time: 1.512, data_time: 0.002, memory: 16628, top1_acc: 0.3509, top5_acc: 0.6022, loss_cls: 2.9713, loss: 2.9713, grad_norm: 1.8575 2021-01-22 09:20:10,663 - mmaction - INFO - Epoch [87][620/2147] lr: 1.493e-01, eta: 7 days, 0:39:56, time: 1.450, data_time: 0.004, memory: 16628, top1_acc: 0.3464, top5_acc: 0.5951, loss_cls: 3.0035, loss: 3.0035, grad_norm: 1.8577 2021-01-22 09:20:40,315 - mmaction - INFO - Epoch [87][640/2147] lr: 1.493e-01, eta: 7 days, 0:39:16, time: 1.482, data_time: 0.010, memory: 16628, top1_acc: 0.3415, top5_acc: 0.5924, loss_cls: 3.0402, loss: 3.0402, grad_norm: 1.8805 2021-01-22 09:21:09,287 - mmaction - INFO - Epoch [87][660/2147] lr: 1.493e-01, eta: 7 days, 0:38:34, time: 1.447, data_time: 0.004, memory: 16628, top1_acc: 0.3286, top5_acc: 0.6067, loss_cls: 2.9704, loss: 2.9704, grad_norm: 1.8926 2021-01-22 09:21:51,643 - mmaction - INFO - Epoch [87][680/2147] lr: 1.493e-01, eta: 7 days, 0:38:05, time: 1.778, data_time: 0.006, memory: 16628, top1_acc: 0.3482, top5_acc: 0.5964, loss_cls: 2.9824, loss: 2.9824, grad_norm: 1.8116 2021-01-22 09:22:30,296 - mmaction - INFO - Epoch [87][700/2147] lr: 1.493e-01, eta: 7 days, 0:37:54, time: 2.236, data_time: 0.349, memory: 16628, top1_acc: 0.3415, top5_acc: 0.5920, loss_cls: 3.0208, loss: 3.0208, grad_norm: 1.7867 2021-01-22 09:23:02,783 - mmaction - INFO - Epoch [87][720/2147] lr: 1.493e-01, eta: 7 days, 0:37:20, time: 1.657, data_time: 0.043, memory: 16628, top1_acc: 0.3545, top5_acc: 0.5951, loss_cls: 2.9909, loss: 2.9909, grad_norm: 1.7688 2021-01-22 09:23:31,784 - mmaction - INFO - Epoch [87][740/2147] lr: 1.493e-01, eta: 7 days, 0:36:38, time: 1.455, data_time: 0.008, memory: 16628, top1_acc: 0.3357, top5_acc: 0.5853, loss_cls: 3.0095, loss: 3.0095, grad_norm: 1.8549 2021-01-22 09:24:00,704 - mmaction - INFO - Epoch [87][760/2147] lr: 1.493e-01, eta: 7 days, 0:35:56, time: 1.446, data_time: 0.004, memory: 16628, top1_acc: 0.3460, top5_acc: 0.5969, loss_cls: 3.0047, loss: 3.0047, grad_norm: 1.8584 2021-01-22 09:24:31,638 - mmaction - INFO - Epoch [87][780/2147] lr: 1.493e-01, eta: 7 days, 0:35:18, time: 1.548, data_time: 0.006, memory: 16628, top1_acc: 0.3384, top5_acc: 0.5969, loss_cls: 3.0037, loss: 3.0037, grad_norm: 1.7865 2021-01-22 09:25:01,006 - mmaction - INFO - Epoch [87][800/2147] lr: 1.493e-01, eta: 7 days, 0:34:37, time: 1.470, data_time: 0.008, memory: 16628, top1_acc: 0.3536, top5_acc: 0.5955, loss_cls: 2.9556, loss: 2.9556, grad_norm: 1.8140 2021-01-22 09:25:33,903 - mmaction - INFO - Epoch [87][820/2147] lr: 1.493e-01, eta: 7 days, 0:34:03, time: 1.643, data_time: 0.002, memory: 16628, top1_acc: 0.3201, top5_acc: 0.5848, loss_cls: 3.0878, loss: 3.0878, grad_norm: 1.8692 2021-01-22 09:26:08,298 - mmaction - INFO - Epoch [87][840/2147] lr: 1.493e-01, eta: 7 days, 0:33:32, time: 1.715, data_time: 0.005, memory: 16628, top1_acc: 0.3446, top5_acc: 0.5893, loss_cls: 3.0116, loss: 3.0116, grad_norm: 1.8164 2021-01-22 09:26:42,517 - mmaction - INFO - Epoch [87][860/2147] lr: 1.493e-01, eta: 7 days, 0:33:00, time: 1.715, data_time: 0.009, memory: 16628, top1_acc: 0.3371, top5_acc: 0.5942, loss_cls: 3.0198, loss: 3.0198, grad_norm: 1.8232 2021-01-22 09:27:13,910 - mmaction - INFO - Epoch [87][880/2147] lr: 1.493e-01, eta: 7 days, 0:32:23, time: 1.572, data_time: 0.036, memory: 16628, top1_acc: 0.3393, top5_acc: 0.6036, loss_cls: 3.0152, loss: 3.0152, grad_norm: 1.8181 2021-01-22 09:27:42,896 - mmaction - INFO - Epoch [87][900/2147] lr: 1.493e-01, eta: 7 days, 0:31:41, time: 1.448, data_time: 0.001, memory: 16628, top1_acc: 0.3482, top5_acc: 0.6004, loss_cls: 3.0032, loss: 3.0032, grad_norm: 1.8129 2021-01-22 09:28:17,165 - mmaction - INFO - Epoch [87][920/2147] lr: 1.493e-01, eta: 7 days, 0:31:09, time: 1.700, data_time: 0.006, memory: 16628, top1_acc: 0.3634, top5_acc: 0.5982, loss_cls: 2.9527, loss: 2.9527, grad_norm: 1.7344 2021-01-22 09:28:49,010 - mmaction - INFO - Epoch [87][940/2147] lr: 1.493e-01, eta: 7 days, 0:30:34, time: 1.606, data_time: 0.019, memory: 16628, top1_acc: 0.3406, top5_acc: 0.5996, loss_cls: 2.9946, loss: 2.9946, grad_norm: 1.8003 2021-01-22 09:29:19,625 - mmaction - INFO - Epoch [87][960/2147] lr: 1.493e-01, eta: 7 days, 0:29:55, time: 1.531, data_time: 0.004, memory: 16628, top1_acc: 0.3527, top5_acc: 0.6054, loss_cls: 2.9817, loss: 2.9817, grad_norm: 1.8466 2021-01-22 09:29:51,580 - mmaction - INFO - Epoch [87][980/2147] lr: 1.493e-01, eta: 7 days, 0:29:19, time: 1.593, data_time: 0.005, memory: 16628, top1_acc: 0.3317, top5_acc: 0.5844, loss_cls: 3.0361, loss: 3.0361, grad_norm: 1.7808 2021-01-22 09:30:20,929 - mmaction - INFO - Epoch [87][1000/2147] lr: 1.493e-01, eta: 7 days, 0:28:38, time: 1.473, data_time: 0.008, memory: 16628, top1_acc: 0.3513, top5_acc: 0.6018, loss_cls: 2.9674, loss: 2.9674, grad_norm: 1.7882 2021-01-22 09:30:49,834 - mmaction - INFO - Epoch [87][1020/2147] lr: 1.493e-01, eta: 7 days, 0:27:56, time: 1.445, data_time: 0.004, memory: 16628, top1_acc: 0.3603, top5_acc: 0.6080, loss_cls: 2.9410, loss: 2.9410, grad_norm: 1.7762 2021-01-22 09:31:20,073 - mmaction - INFO - Epoch [87][1040/2147] lr: 1.493e-01, eta: 7 days, 0:27:17, time: 1.511, data_time: 0.003, memory: 16628, top1_acc: 0.3563, top5_acc: 0.6049, loss_cls: 2.9916, loss: 2.9916, grad_norm: 1.8370 2021-01-22 09:31:56,235 - mmaction - INFO - Epoch [87][1060/2147] lr: 1.493e-01, eta: 7 days, 0:26:49, time: 1.807, data_time: 0.003, memory: 16628, top1_acc: 0.3576, top5_acc: 0.6237, loss_cls: 2.9212, loss: 2.9212, grad_norm: 1.8069 2021-01-22 09:32:25,065 - mmaction - INFO - Epoch [87][1080/2147] lr: 1.493e-01, eta: 7 days, 0:26:07, time: 1.439, data_time: 0.005, memory: 16628, top1_acc: 0.3594, top5_acc: 0.5920, loss_cls: 2.9757, loss: 2.9757, grad_norm: 1.8713 2021-01-22 09:32:55,892 - mmaction - INFO - Epoch [87][1100/2147] lr: 1.493e-01, eta: 7 days, 0:25:28, time: 1.544, data_time: 0.018, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5835, loss_cls: 3.0187, loss: 3.0187, grad_norm: 1.8391 2021-01-22 09:33:24,910 - mmaction - INFO - Epoch [87][1120/2147] lr: 1.493e-01, eta: 7 days, 0:24:47, time: 1.449, data_time: 0.007, memory: 16628, top1_acc: 0.3420, top5_acc: 0.5960, loss_cls: 3.0288, loss: 3.0288, grad_norm: 1.7951 2021-01-22 09:33:56,119 - mmaction - INFO - Epoch [87][1140/2147] lr: 1.493e-01, eta: 7 days, 0:24:09, time: 1.564, data_time: 0.011, memory: 16628, top1_acc: 0.3388, top5_acc: 0.5991, loss_cls: 3.0086, loss: 3.0086, grad_norm: 1.8024 2021-01-22 09:34:25,813 - mmaction - INFO - Epoch [87][1160/2147] lr: 1.493e-01, eta: 7 days, 0:23:29, time: 1.481, data_time: 0.002, memory: 16628, top1_acc: 0.3478, top5_acc: 0.5969, loss_cls: 2.9862, loss: 2.9862, grad_norm: 1.8222 2021-01-22 09:34:57,101 - mmaction - INFO - Epoch [87][1180/2147] lr: 1.493e-01, eta: 7 days, 0:22:51, time: 1.566, data_time: 0.009, memory: 16628, top1_acc: 0.3321, top5_acc: 0.5844, loss_cls: 3.0733, loss: 3.0733, grad_norm: 1.8068 2021-01-22 09:35:27,250 - mmaction - INFO - Epoch [87][1200/2147] lr: 1.493e-01, eta: 7 days, 0:22:12, time: 1.499, data_time: 0.003, memory: 16628, top1_acc: 0.3420, top5_acc: 0.5911, loss_cls: 3.0586, loss: 3.0586, grad_norm: 1.8201 2021-01-22 09:36:00,067 - mmaction - INFO - Epoch [87][1220/2147] lr: 1.493e-01, eta: 7 days, 0:21:38, time: 1.650, data_time: 0.017, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5987, loss_cls: 3.0099, loss: 3.0099, grad_norm: 1.8449 2021-01-22 09:36:28,694 - mmaction - INFO - Epoch [87][1240/2147] lr: 1.493e-01, eta: 7 days, 0:20:55, time: 1.428, data_time: 0.002, memory: 16628, top1_acc: 0.3424, top5_acc: 0.6013, loss_cls: 2.9798, loss: 2.9798, grad_norm: 1.8232 2021-01-22 09:37:00,942 - mmaction - INFO - Epoch [87][1260/2147] lr: 1.493e-01, eta: 7 days, 0:20:20, time: 1.613, data_time: 0.005, memory: 16628, top1_acc: 0.3411, top5_acc: 0.5871, loss_cls: 3.0544, loss: 3.0544, grad_norm: 1.7697 2021-01-22 09:37:32,393 - mmaction - INFO - Epoch [87][1280/2147] lr: 1.493e-01, eta: 7 days, 0:19:42, time: 1.569, data_time: 0.005, memory: 16628, top1_acc: 0.3473, top5_acc: 0.6058, loss_cls: 2.9329, loss: 2.9329, grad_norm: 1.8177 2021-01-22 09:38:02,958 - mmaction - INFO - Epoch [87][1300/2147] lr: 1.493e-01, eta: 7 days, 0:19:04, time: 1.534, data_time: 0.010, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5933, loss_cls: 3.0001, loss: 3.0001, grad_norm: 1.8704 2021-01-22 09:38:33,086 - mmaction - INFO - Epoch [87][1320/2147] lr: 1.493e-01, eta: 7 days, 0:18:24, time: 1.501, data_time: 0.004, memory: 16628, top1_acc: 0.3567, top5_acc: 0.6107, loss_cls: 2.9682, loss: 2.9682, grad_norm: 1.7956 2021-01-22 09:39:02,803 - mmaction - INFO - Epoch [87][1340/2147] lr: 1.493e-01, eta: 7 days, 0:17:44, time: 1.490, data_time: 0.008, memory: 16628, top1_acc: 0.3330, top5_acc: 0.5897, loss_cls: 3.0193, loss: 3.0193, grad_norm: 1.7986 2021-01-22 09:39:31,554 - mmaction - INFO - Epoch [87][1360/2147] lr: 1.493e-01, eta: 7 days, 0:17:02, time: 1.438, data_time: 0.003, memory: 16628, top1_acc: 0.3580, top5_acc: 0.6152, loss_cls: 2.9480, loss: 2.9480, grad_norm: 1.8124 2021-01-22 09:40:01,975 - mmaction - INFO - Epoch [87][1380/2147] lr: 1.493e-01, eta: 7 days, 0:16:23, time: 1.521, data_time: 0.005, memory: 16628, top1_acc: 0.3388, top5_acc: 0.5991, loss_cls: 3.0477, loss: 3.0477, grad_norm: 1.8252 2021-01-22 09:40:30,744 - mmaction - INFO - Epoch [87][1400/2147] lr: 1.493e-01, eta: 7 days, 0:15:40, time: 1.437, data_time: 0.003, memory: 16628, top1_acc: 0.3411, top5_acc: 0.6004, loss_cls: 2.9739, loss: 2.9739, grad_norm: 1.8105 2021-01-22 09:40:59,800 - mmaction - INFO - Epoch [87][1420/2147] lr: 1.493e-01, eta: 7 days, 0:14:59, time: 1.456, data_time: 0.010, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5857, loss_cls: 3.0741, loss: 3.0741, grad_norm: 1.9199 2021-01-22 09:41:31,439 - mmaction - INFO - Epoch [87][1440/2147] lr: 1.493e-01, eta: 7 days, 0:14:22, time: 1.574, data_time: 0.014, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5795, loss_cls: 3.0664, loss: 3.0664, grad_norm: 1.8440 2021-01-22 09:42:03,648 - mmaction - INFO - Epoch [87][1460/2147] lr: 1.493e-01, eta: 7 days, 0:13:47, time: 1.615, data_time: 0.013, memory: 16628, top1_acc: 0.3513, top5_acc: 0.5942, loss_cls: 3.0087, loss: 3.0087, grad_norm: 1.7737 2021-01-22 09:42:33,187 - mmaction - INFO - Epoch [87][1480/2147] lr: 1.493e-01, eta: 7 days, 0:13:06, time: 1.478, data_time: 0.006, memory: 16628, top1_acc: 0.3420, top5_acc: 0.5938, loss_cls: 3.0066, loss: 3.0066, grad_norm: 1.8221 2021-01-22 09:43:02,440 - mmaction - INFO - Epoch [87][1500/2147] lr: 1.493e-01, eta: 7 days, 0:12:25, time: 1.465, data_time: 0.006, memory: 16628, top1_acc: 0.3402, top5_acc: 0.6022, loss_cls: 2.9842, loss: 2.9842, grad_norm: 1.7821 2021-01-22 09:43:31,208 - mmaction - INFO - Epoch [87][1520/2147] lr: 1.493e-01, eta: 7 days, 0:11:43, time: 1.439, data_time: 0.003, memory: 16628, top1_acc: 0.3321, top5_acc: 0.5991, loss_cls: 3.0215, loss: 3.0215, grad_norm: 1.8458 2021-01-22 09:44:00,282 - mmaction - INFO - Epoch [87][1540/2147] lr: 1.493e-01, eta: 7 days, 0:11:01, time: 1.453, data_time: 0.004, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5893, loss_cls: 3.0469, loss: 3.0469, grad_norm: 1.8408 2021-01-22 09:44:29,916 - mmaction - INFO - Epoch [87][1560/2147] lr: 1.493e-01, eta: 7 days, 0:10:20, time: 1.479, data_time: 0.003, memory: 16628, top1_acc: 0.3406, top5_acc: 0.5911, loss_cls: 3.0375, loss: 3.0375, grad_norm: 1.7840 2021-01-22 09:45:01,487 - mmaction - INFO - Epoch [87][1580/2147] lr: 1.493e-01, eta: 7 days, 0:09:44, time: 1.580, data_time: 0.007, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5862, loss_cls: 3.0474, loss: 3.0474, grad_norm: 1.7964 2021-01-22 09:45:34,640 - mmaction - INFO - Epoch [87][1600/2147] lr: 1.493e-01, eta: 7 days, 0:09:10, time: 1.658, data_time: 0.004, memory: 16628, top1_acc: 0.3357, top5_acc: 0.5879, loss_cls: 3.0672, loss: 3.0672, grad_norm: 1.8182 2021-01-22 09:46:05,618 - mmaction - INFO - Epoch [87][1620/2147] lr: 1.493e-01, eta: 7 days, 0:08:32, time: 1.549, data_time: 0.004, memory: 16628, top1_acc: 0.3621, top5_acc: 0.6085, loss_cls: 2.9570, loss: 2.9570, grad_norm: 1.7903 2021-01-22 09:46:34,768 - mmaction - INFO - Epoch [87][1640/2147] lr: 1.493e-01, eta: 7 days, 0:07:51, time: 1.459, data_time: 0.008, memory: 16628, top1_acc: 0.3478, top5_acc: 0.5969, loss_cls: 2.9795, loss: 2.9795, grad_norm: 1.8086 2021-01-22 09:47:05,754 - mmaction - INFO - Epoch [87][1660/2147] lr: 1.493e-01, eta: 7 days, 0:07:13, time: 1.550, data_time: 0.006, memory: 16628, top1_acc: 0.3518, top5_acc: 0.6085, loss_cls: 2.9657, loss: 2.9657, grad_norm: 1.8138 2021-01-22 09:47:35,405 - mmaction - INFO - Epoch [87][1680/2147] lr: 1.493e-01, eta: 7 days, 0:06:32, time: 1.475, data_time: 0.004, memory: 16628, top1_acc: 0.3308, top5_acc: 0.5799, loss_cls: 3.0757, loss: 3.0757, grad_norm: 1.8246 2021-01-22 09:48:04,320 - mmaction - INFO - Epoch [87][1700/2147] lr: 1.493e-01, eta: 7 days, 0:05:51, time: 1.451, data_time: 0.012, memory: 16628, top1_acc: 0.3491, top5_acc: 0.6121, loss_cls: 2.9320, loss: 2.9320, grad_norm: 1.8249 2021-01-22 09:48:35,548 - mmaction - INFO - Epoch [87][1720/2147] lr: 1.493e-01, eta: 7 days, 0:05:13, time: 1.556, data_time: 0.011, memory: 16628, top1_acc: 0.3308, top5_acc: 0.5795, loss_cls: 3.0716, loss: 3.0716, grad_norm: 1.8545 2021-01-22 09:49:06,929 - mmaction - INFO - Epoch [87][1740/2147] lr: 1.493e-01, eta: 7 days, 0:04:36, time: 1.571, data_time: 0.012, memory: 16628, top1_acc: 0.3299, top5_acc: 0.5978, loss_cls: 2.9920, loss: 2.9920, grad_norm: 1.8125 2021-01-22 09:49:38,454 - mmaction - INFO - Epoch [87][1760/2147] lr: 1.493e-01, eta: 7 days, 0:03:59, time: 1.581, data_time: 0.014, memory: 16628, top1_acc: 0.3384, top5_acc: 0.6000, loss_cls: 3.0017, loss: 3.0017, grad_norm: 1.8306 2021-01-22 09:50:07,256 - mmaction - INFO - Epoch [87][1780/2147] lr: 1.493e-01, eta: 7 days, 0:03:17, time: 1.441, data_time: 0.004, memory: 16628, top1_acc: 0.3299, top5_acc: 0.6000, loss_cls: 3.0347, loss: 3.0347, grad_norm: 1.8603 2021-01-22 09:50:36,720 - mmaction - INFO - Epoch [87][1800/2147] lr: 1.493e-01, eta: 7 days, 0:02:36, time: 1.471, data_time: 0.008, memory: 16628, top1_acc: 0.3625, top5_acc: 0.6009, loss_cls: 2.9389, loss: 2.9389, grad_norm: 1.8427 2021-01-22 09:51:07,766 - mmaction - INFO - Epoch [87][1820/2147] lr: 1.493e-01, eta: 7 days, 0:01:59, time: 1.552, data_time: 0.006, memory: 16628, top1_acc: 0.3371, top5_acc: 0.5866, loss_cls: 3.0110, loss: 3.0110, grad_norm: 1.8322 2021-01-22 09:51:38,813 - mmaction - INFO - Epoch [87][1840/2147] lr: 1.493e-01, eta: 7 days, 0:01:21, time: 1.552, data_time: 0.008, memory: 16628, top1_acc: 0.3420, top5_acc: 0.6054, loss_cls: 2.9908, loss: 2.9908, grad_norm: 1.7867 2021-01-22 09:52:13,389 - mmaction - INFO - Epoch [87][1860/2147] lr: 1.493e-01, eta: 7 days, 0:00:50, time: 1.731, data_time: 0.090, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5960, loss_cls: 3.0265, loss: 3.0265, grad_norm: 1.7894 2021-01-22 09:52:43,131 - mmaction - INFO - Epoch [87][1880/2147] lr: 1.493e-01, eta: 7 days, 0:00:10, time: 1.485, data_time: 0.010, memory: 16628, top1_acc: 0.3473, top5_acc: 0.5955, loss_cls: 3.0033, loss: 3.0033, grad_norm: 1.8051 2021-01-22 09:53:15,545 - mmaction - INFO - Epoch [87][1900/2147] lr: 1.493e-01, eta: 6 days, 23:59:35, time: 1.619, data_time: 0.005, memory: 16628, top1_acc: 0.3371, top5_acc: 0.5942, loss_cls: 3.0558, loss: 3.0558, grad_norm: 1.8072 2021-01-22 09:53:46,526 - mmaction - INFO - Epoch [87][1920/2147] lr: 1.493e-01, eta: 6 days, 23:58:57, time: 1.553, data_time: 0.006, memory: 16628, top1_acc: 0.3571, top5_acc: 0.6134, loss_cls: 2.9484, loss: 2.9484, grad_norm: 1.8099 2021-01-22 09:54:15,194 - mmaction - INFO - Epoch [87][1940/2147] lr: 1.493e-01, eta: 6 days, 23:58:15, time: 1.434, data_time: 0.003, memory: 16628, top1_acc: 0.3308, top5_acc: 0.5737, loss_cls: 3.0871, loss: 3.0871, grad_norm: 1.8744 2021-01-22 09:54:46,637 - mmaction - INFO - Epoch [87][1960/2147] lr: 1.493e-01, eta: 6 days, 23:57:37, time: 1.567, data_time: 0.005, memory: 16628, top1_acc: 0.3379, top5_acc: 0.5973, loss_cls: 3.0365, loss: 3.0365, grad_norm: 1.8089 2021-01-22 09:55:19,777 - mmaction - INFO - Epoch [87][1980/2147] lr: 1.493e-01, eta: 6 days, 23:57:04, time: 1.657, data_time: 0.008, memory: 16628, top1_acc: 0.3402, top5_acc: 0.5839, loss_cls: 3.0918, loss: 3.0918, grad_norm: 1.8208 2021-01-22 09:55:51,413 - mmaction - INFO - Epoch [87][2000/2147] lr: 1.493e-01, eta: 6 days, 23:56:27, time: 1.584, data_time: 0.016, memory: 16628, top1_acc: 0.3522, top5_acc: 0.6183, loss_cls: 2.9420, loss: 2.9420, grad_norm: 1.7910 2021-01-22 09:56:20,388 - mmaction - INFO - Epoch [87][2020/2147] lr: 1.493e-01, eta: 6 days, 23:55:46, time: 1.450, data_time: 0.009, memory: 16628, top1_acc: 0.3504, top5_acc: 0.6036, loss_cls: 2.9446, loss: 2.9446, grad_norm: 1.8302 2021-01-22 09:56:52,263 - mmaction - INFO - Epoch [87][2040/2147] lr: 1.493e-01, eta: 6 days, 23:55:09, time: 1.592, data_time: 0.009, memory: 16628, top1_acc: 0.3321, top5_acc: 0.5987, loss_cls: 2.9893, loss: 2.9893, grad_norm: 1.8395 2021-01-22 09:57:23,270 - mmaction - INFO - Epoch [87][2060/2147] lr: 1.493e-01, eta: 6 days, 23:54:32, time: 1.555, data_time: 0.006, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5897, loss_cls: 3.0465, loss: 3.0465, grad_norm: 1.8037 2021-01-22 09:57:54,284 - mmaction - INFO - Epoch [87][2080/2147] lr: 1.493e-01, eta: 6 days, 23:53:54, time: 1.544, data_time: 0.002, memory: 16628, top1_acc: 0.3442, top5_acc: 0.5879, loss_cls: 3.0028, loss: 3.0028, grad_norm: 1.8300 2021-01-22 09:58:26,584 - mmaction - INFO - Epoch [87][2100/2147] lr: 1.493e-01, eta: 6 days, 23:53:19, time: 1.615, data_time: 0.011, memory: 16628, top1_acc: 0.3656, top5_acc: 0.6228, loss_cls: 2.8830, loss: 2.8830, grad_norm: 1.8071 2021-01-22 09:58:57,190 - mmaction - INFO - Epoch [87][2120/2147] lr: 1.493e-01, eta: 6 days, 23:52:40, time: 1.533, data_time: 0.013, memory: 16628, top1_acc: 0.3562, top5_acc: 0.6027, loss_cls: 2.9877, loss: 2.9877, grad_norm: 1.8388 2021-01-22 09:59:26,069 - mmaction - INFO - Epoch [87][2140/2147] lr: 1.493e-01, eta: 6 days, 23:51:58, time: 1.447, data_time: 0.010, memory: 16628, top1_acc: 0.3500, top5_acc: 0.6036, loss_cls: 3.0013, loss: 3.0013, grad_norm: 1.8458 2021-01-22 10:04:24,159 - mmaction - INFO - Epoch [88][20/2147] lr: 1.482e-01, eta: 6 days, 23:58:29, time: 13.469, data_time: 11.900, memory: 16628, top1_acc: 0.3594, top5_acc: 0.6205, loss_cls: 2.9003, loss: 2.9003, grad_norm: 1.8203 2021-01-22 10:04:53,244 - mmaction - INFO - Epoch [88][40/2147] lr: 1.482e-01, eta: 6 days, 23:57:48, time: 1.452, data_time: 0.009, memory: 16628, top1_acc: 0.3545, top5_acc: 0.6036, loss_cls: 2.9459, loss: 2.9459, grad_norm: 1.8345 2021-01-22 10:05:27,989 - mmaction - INFO - Epoch [88][60/2147] lr: 1.482e-01, eta: 6 days, 23:57:17, time: 1.736, data_time: 0.007, memory: 16628, top1_acc: 0.3504, top5_acc: 0.6094, loss_cls: 2.9308, loss: 2.9308, grad_norm: 1.8149 2021-01-22 10:06:00,244 - mmaction - INFO - Epoch [88][80/2147] lr: 1.482e-01, eta: 6 days, 23:56:42, time: 1.617, data_time: 0.012, memory: 16628, top1_acc: 0.3482, top5_acc: 0.6103, loss_cls: 2.9641, loss: 2.9641, grad_norm: 1.8396 2021-01-22 10:06:30,526 - mmaction - INFO - Epoch [88][100/2147] lr: 1.482e-01, eta: 6 days, 23:56:02, time: 1.513, data_time: 0.006, memory: 16628, top1_acc: 0.3451, top5_acc: 0.5893, loss_cls: 2.9606, loss: 2.9606, grad_norm: 1.8093 2021-01-22 10:07:02,322 - mmaction - INFO - Epoch [88][120/2147] lr: 1.482e-01, eta: 6 days, 23:55:26, time: 1.589, data_time: 0.002, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5929, loss_cls: 3.0219, loss: 3.0219, grad_norm: 1.8323 2021-01-22 10:07:31,575 - mmaction - INFO - Epoch [88][140/2147] lr: 1.482e-01, eta: 6 days, 23:54:45, time: 1.464, data_time: 0.010, memory: 16628, top1_acc: 0.3513, top5_acc: 0.5897, loss_cls: 2.9917, loss: 2.9917, grad_norm: 1.8319 2021-01-22 10:08:01,745 - mmaction - INFO - Epoch [88][160/2147] lr: 1.482e-01, eta: 6 days, 23:54:05, time: 1.509, data_time: 0.004, memory: 16628, top1_acc: 0.3625, top5_acc: 0.6161, loss_cls: 2.9147, loss: 2.9147, grad_norm: 1.8694 2021-01-22 10:08:32,357 - mmaction - INFO - Epoch [88][180/2147] lr: 1.482e-01, eta: 6 days, 23:53:27, time: 1.524, data_time: 0.002, memory: 16628, top1_acc: 0.3683, top5_acc: 0.6089, loss_cls: 2.8895, loss: 2.8895, grad_norm: 1.8305 2021-01-22 10:09:03,938 - mmaction - INFO - Epoch [88][200/2147] lr: 1.482e-01, eta: 6 days, 23:52:50, time: 1.584, data_time: 0.008, memory: 16628, top1_acc: 0.3433, top5_acc: 0.5946, loss_cls: 3.0129, loss: 3.0129, grad_norm: 1.8358 2021-01-22 10:09:33,349 - mmaction - INFO - Epoch [88][220/2147] lr: 1.482e-01, eta: 6 days, 23:52:09, time: 1.472, data_time: 0.005, memory: 16628, top1_acc: 0.3438, top5_acc: 0.6045, loss_cls: 2.9372, loss: 2.9372, grad_norm: 1.8008 2021-01-22 10:10:05,593 - mmaction - INFO - Epoch [88][240/2147] lr: 1.482e-01, eta: 6 days, 23:51:34, time: 1.611, data_time: 0.001, memory: 16628, top1_acc: 0.3513, top5_acc: 0.6152, loss_cls: 2.9388, loss: 2.9388, grad_norm: 1.8800 2021-01-22 10:10:34,785 - mmaction - INFO - Epoch [88][260/2147] lr: 1.482e-01, eta: 6 days, 23:50:52, time: 1.458, data_time: 0.003, memory: 16628, top1_acc: 0.3496, top5_acc: 0.6054, loss_cls: 2.9658, loss: 2.9658, grad_norm: 1.8349 2021-01-22 10:11:03,537 - mmaction - INFO - Epoch [88][280/2147] lr: 1.482e-01, eta: 6 days, 23:50:10, time: 1.439, data_time: 0.008, memory: 16628, top1_acc: 0.3558, top5_acc: 0.6116, loss_cls: 2.9528, loss: 2.9528, grad_norm: 1.8343 2021-01-22 10:11:34,374 - mmaction - INFO - Epoch [88][300/2147] lr: 1.482e-01, eta: 6 days, 23:49:32, time: 1.532, data_time: 0.004, memory: 16628, top1_acc: 0.3420, top5_acc: 0.6054, loss_cls: 2.9559, loss: 2.9559, grad_norm: 1.8481 2021-01-22 10:12:04,063 - mmaction - INFO - Epoch [88][320/2147] lr: 1.482e-01, eta: 6 days, 23:48:51, time: 1.493, data_time: 0.014, memory: 16628, top1_acc: 0.3375, top5_acc: 0.5987, loss_cls: 2.9744, loss: 2.9744, grad_norm: 1.8077 2021-01-22 10:12:35,853 - mmaction - INFO - Epoch [88][340/2147] lr: 1.482e-01, eta: 6 days, 23:48:15, time: 1.588, data_time: 0.004, memory: 16628, top1_acc: 0.3625, top5_acc: 0.6125, loss_cls: 2.9443, loss: 2.9443, grad_norm: 1.8254 2021-01-22 10:13:09,747 - mmaction - INFO - Epoch [88][360/2147] lr: 1.482e-01, eta: 6 days, 23:47:43, time: 1.691, data_time: 0.009, memory: 16628, top1_acc: 0.3478, top5_acc: 0.5973, loss_cls: 2.9562, loss: 2.9562, grad_norm: 1.8072 2021-01-22 10:13:39,871 - mmaction - INFO - Epoch [88][380/2147] lr: 1.482e-01, eta: 6 days, 23:47:03, time: 1.511, data_time: 0.013, memory: 16628, top1_acc: 0.3366, top5_acc: 0.5902, loss_cls: 2.9729, loss: 2.9729, grad_norm: 1.8261 2021-01-22 10:14:09,788 - mmaction - INFO - Epoch [88][400/2147] lr: 1.482e-01, eta: 6 days, 23:46:23, time: 1.488, data_time: 0.007, memory: 16628, top1_acc: 0.3375, top5_acc: 0.6009, loss_cls: 2.9835, loss: 2.9835, grad_norm: 1.8830 2021-01-22 10:14:38,682 - mmaction - INFO - Epoch [88][420/2147] lr: 1.482e-01, eta: 6 days, 23:45:42, time: 1.455, data_time: 0.012, memory: 16628, top1_acc: 0.3607, top5_acc: 0.6156, loss_cls: 2.9082, loss: 2.9082, grad_norm: 1.8427 2021-01-22 10:15:07,686 - mmaction - INFO - Epoch [88][440/2147] lr: 1.482e-01, eta: 6 days, 23:45:00, time: 1.450, data_time: 0.002, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5942, loss_cls: 3.0084, loss: 3.0084, grad_norm: 1.8863 2021-01-22 10:15:37,259 - mmaction - INFO - Epoch [88][460/2147] lr: 1.482e-01, eta: 6 days, 23:44:19, time: 1.478, data_time: 0.004, memory: 16628, top1_acc: 0.3379, top5_acc: 0.5866, loss_cls: 3.0701, loss: 3.0701, grad_norm: 1.8073 2021-01-22 10:16:06,306 - mmaction - INFO - Epoch [88][480/2147] lr: 1.482e-01, eta: 6 days, 23:43:38, time: 1.452, data_time: 0.002, memory: 16628, top1_acc: 0.3558, top5_acc: 0.6188, loss_cls: 2.9149, loss: 2.9149, grad_norm: 1.8304 2021-01-22 10:16:41,872 - mmaction - INFO - Epoch [88][500/2147] lr: 1.482e-01, eta: 6 days, 23:43:03, time: 1.639, data_time: 0.002, memory: 16628, top1_acc: 0.3424, top5_acc: 0.6040, loss_cls: 3.0068, loss: 3.0068, grad_norm: 1.8432 2021-01-22 10:17:18,934 - mmaction - INFO - Epoch [88][520/2147] lr: 1.482e-01, eta: 6 days, 23:42:42, time: 1.985, data_time: 0.143, memory: 16628, top1_acc: 0.3509, top5_acc: 0.6058, loss_cls: 2.9474, loss: 2.9474, grad_norm: 1.8550 2021-01-22 10:17:49,507 - mmaction - INFO - Epoch [88][540/2147] lr: 1.482e-01, eta: 6 days, 23:42:04, time: 1.534, data_time: 0.015, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5813, loss_cls: 3.1001, loss: 3.1001, grad_norm: 1.8389 2021-01-22 10:18:21,902 - mmaction - INFO - Epoch [88][560/2147] lr: 1.482e-01, eta: 6 days, 23:41:29, time: 1.620, data_time: 0.006, memory: 16628, top1_acc: 0.3612, top5_acc: 0.6237, loss_cls: 2.8753, loss: 2.8753, grad_norm: 1.7779 2021-01-22 10:18:50,668 - mmaction - INFO - Epoch [88][580/2147] lr: 1.482e-01, eta: 6 days, 23:40:47, time: 1.440, data_time: 0.005, memory: 16628, top1_acc: 0.3384, top5_acc: 0.5799, loss_cls: 3.0604, loss: 3.0604, grad_norm: 1.8515 2021-01-22 10:19:22,998 - mmaction - INFO - Epoch [88][600/2147] lr: 1.482e-01, eta: 6 days, 23:40:11, time: 1.607, data_time: 0.002, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5929, loss_cls: 3.0144, loss: 3.0144, grad_norm: 1.7986 2021-01-22 10:19:57,529 - mmaction - INFO - Epoch [88][620/2147] lr: 1.482e-01, eta: 6 days, 23:39:40, time: 1.734, data_time: 0.019, memory: 16628, top1_acc: 0.3491, top5_acc: 0.6094, loss_cls: 2.9580, loss: 2.9580, grad_norm: 1.7514 2021-01-22 10:20:26,302 - mmaction - INFO - Epoch [88][640/2147] lr: 1.482e-01, eta: 6 days, 23:38:58, time: 1.439, data_time: 0.005, memory: 16628, top1_acc: 0.3701, top5_acc: 0.6134, loss_cls: 2.9086, loss: 2.9086, grad_norm: 1.8473 2021-01-22 10:20:57,428 - mmaction - INFO - Epoch [88][660/2147] lr: 1.482e-01, eta: 6 days, 23:38:21, time: 1.558, data_time: 0.006, memory: 16628, top1_acc: 0.3469, top5_acc: 0.5942, loss_cls: 2.9929, loss: 2.9929, grad_norm: 1.8224 2021-01-22 10:21:26,488 - mmaction - INFO - Epoch [88][680/2147] lr: 1.482e-01, eta: 6 days, 23:37:39, time: 1.450, data_time: 0.002, memory: 16628, top1_acc: 0.3442, top5_acc: 0.5978, loss_cls: 3.0160, loss: 3.0160, grad_norm: 1.8725 2021-01-22 10:22:02,469 - mmaction - INFO - Epoch [88][700/2147] lr: 1.482e-01, eta: 6 days, 23:37:11, time: 1.799, data_time: 0.138, memory: 16628, top1_acc: 0.3540, top5_acc: 0.5996, loss_cls: 3.0350, loss: 3.0350, grad_norm: 1.8301 2021-01-22 10:22:33,342 - mmaction - INFO - Epoch [88][720/2147] lr: 1.482e-01, eta: 6 days, 23:36:33, time: 1.546, data_time: 0.011, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5839, loss_cls: 3.0351, loss: 3.0351, grad_norm: 1.8363 2021-01-22 10:23:04,659 - mmaction - INFO - Epoch [88][740/2147] lr: 1.482e-01, eta: 6 days, 23:35:56, time: 1.563, data_time: 0.007, memory: 16628, top1_acc: 0.3455, top5_acc: 0.6009, loss_cls: 2.9623, loss: 2.9623, grad_norm: 1.7866 2021-01-22 10:23:34,142 - mmaction - INFO - Epoch [88][760/2147] lr: 1.482e-01, eta: 6 days, 23:35:15, time: 1.475, data_time: 0.007, memory: 16628, top1_acc: 0.3687, top5_acc: 0.6174, loss_cls: 2.8723, loss: 2.8723, grad_norm: 1.8108 2021-01-22 10:24:04,684 - mmaction - INFO - Epoch [88][780/2147] lr: 1.482e-01, eta: 6 days, 23:34:36, time: 1.529, data_time: 0.005, memory: 16628, top1_acc: 0.3442, top5_acc: 0.5924, loss_cls: 2.9820, loss: 2.9820, grad_norm: 1.8491 2021-01-22 10:24:33,720 - mmaction - INFO - Epoch [88][800/2147] lr: 1.482e-01, eta: 6 days, 23:33:55, time: 1.451, data_time: 0.004, memory: 16628, top1_acc: 0.3504, top5_acc: 0.6085, loss_cls: 2.9320, loss: 2.9320, grad_norm: 1.8438 2021-01-22 10:25:03,185 - mmaction - INFO - Epoch [88][820/2147] lr: 1.482e-01, eta: 6 days, 23:33:14, time: 1.473, data_time: 0.003, memory: 16628, top1_acc: 0.3411, top5_acc: 0.5991, loss_cls: 3.0061, loss: 3.0061, grad_norm: 1.8143 2021-01-22 10:25:31,991 - mmaction - INFO - Epoch [88][840/2147] lr: 1.482e-01, eta: 6 days, 23:32:32, time: 1.441, data_time: 0.002, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5848, loss_cls: 3.0757, loss: 3.0757, grad_norm: 1.8106 2021-01-22 10:26:03,018 - mmaction - INFO - Epoch [88][860/2147] lr: 1.482e-01, eta: 6 days, 23:31:54, time: 1.551, data_time: 0.002, memory: 16628, top1_acc: 0.3612, top5_acc: 0.6272, loss_cls: 2.8865, loss: 2.8865, grad_norm: 1.8009 2021-01-22 10:26:33,736 - mmaction - INFO - Epoch [88][880/2147] lr: 1.482e-01, eta: 6 days, 23:31:13, time: 1.464, data_time: 0.004, memory: 16628, top1_acc: 0.3438, top5_acc: 0.5871, loss_cls: 2.9945, loss: 2.9945, grad_norm: 1.8665 2021-01-22 10:27:06,713 - mmaction - INFO - Epoch [88][900/2147] lr: 1.482e-01, eta: 6 days, 23:30:42, time: 1.718, data_time: 0.084, memory: 16628, top1_acc: 0.3433, top5_acc: 0.5911, loss_cls: 3.0393, loss: 3.0393, grad_norm: 1.8377 2021-01-22 10:27:36,094 - mmaction - INFO - Epoch [88][920/2147] lr: 1.482e-01, eta: 6 days, 23:30:01, time: 1.472, data_time: 0.006, memory: 16628, top1_acc: 0.3375, top5_acc: 0.6004, loss_cls: 2.9763, loss: 2.9763, grad_norm: 1.8280 2021-01-22 10:28:09,006 - mmaction - INFO - Epoch [88][940/2147] lr: 1.482e-01, eta: 6 days, 23:29:27, time: 1.643, data_time: 0.004, memory: 16628, top1_acc: 0.3473, top5_acc: 0.6134, loss_cls: 2.9227, loss: 2.9227, grad_norm: 1.8549 2021-01-22 10:28:38,752 - mmaction - INFO - Epoch [88][960/2147] lr: 1.482e-01, eta: 6 days, 23:28:46, time: 1.488, data_time: 0.011, memory: 16628, top1_acc: 0.3357, top5_acc: 0.6049, loss_cls: 2.9907, loss: 2.9907, grad_norm: 1.8877 2021-01-22 10:29:08,053 - mmaction - INFO - Epoch [88][980/2147] lr: 1.482e-01, eta: 6 days, 23:28:05, time: 1.465, data_time: 0.015, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5741, loss_cls: 3.1007, loss: 3.1007, grad_norm: 1.8228 2021-01-22 10:29:37,914 - mmaction - INFO - Epoch [88][1000/2147] lr: 1.482e-01, eta: 6 days, 23:27:25, time: 1.492, data_time: 0.008, memory: 16628, top1_acc: 0.3554, top5_acc: 0.6134, loss_cls: 2.9296, loss: 2.9296, grad_norm: 1.8453 2021-01-22 10:30:06,679 - mmaction - INFO - Epoch [88][1020/2147] lr: 1.482e-01, eta: 6 days, 23:26:43, time: 1.438, data_time: 0.005, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5821, loss_cls: 3.0542, loss: 3.0542, grad_norm: 1.8416 2021-01-22 10:30:36,922 - mmaction - INFO - Epoch [88][1040/2147] lr: 1.482e-01, eta: 6 days, 23:26:04, time: 1.516, data_time: 0.012, memory: 16628, top1_acc: 0.3469, top5_acc: 0.5996, loss_cls: 2.9416, loss: 2.9416, grad_norm: 1.8032 2021-01-22 10:31:05,695 - mmaction - INFO - Epoch [88][1060/2147] lr: 1.482e-01, eta: 6 days, 23:25:22, time: 1.438, data_time: 0.001, memory: 16628, top1_acc: 0.3402, top5_acc: 0.5929, loss_cls: 3.0307, loss: 3.0307, grad_norm: 1.8351 2021-01-22 10:31:36,410 - mmaction - INFO - Epoch [88][1080/2147] lr: 1.482e-01, eta: 6 days, 23:24:44, time: 1.536, data_time: 0.012, memory: 16628, top1_acc: 0.3491, top5_acc: 0.6058, loss_cls: 2.9379, loss: 2.9379, grad_norm: 1.8298 2021-01-22 10:32:05,578 - mmaction - INFO - Epoch [88][1100/2147] lr: 1.482e-01, eta: 6 days, 23:24:02, time: 1.458, data_time: 0.003, memory: 16628, top1_acc: 0.3571, top5_acc: 0.6286, loss_cls: 2.9083, loss: 2.9083, grad_norm: 1.8456 2021-01-22 10:32:34,798 - mmaction - INFO - Epoch [88][1120/2147] lr: 1.482e-01, eta: 6 days, 23:23:21, time: 1.462, data_time: 0.003, memory: 16628, top1_acc: 0.3518, top5_acc: 0.6045, loss_cls: 2.9475, loss: 2.9475, grad_norm: 1.8280 2021-01-22 10:33:06,930 - mmaction - INFO - Epoch [88][1140/2147] lr: 1.482e-01, eta: 6 days, 23:22:46, time: 1.605, data_time: 0.002, memory: 16628, top1_acc: 0.3424, top5_acc: 0.6094, loss_cls: 2.9444, loss: 2.9444, grad_norm: 1.8549 2021-01-22 10:33:35,913 - mmaction - INFO - Epoch [88][1160/2147] lr: 1.482e-01, eta: 6 days, 23:22:04, time: 1.445, data_time: 0.003, memory: 16628, top1_acc: 0.3371, top5_acc: 0.6112, loss_cls: 2.9653, loss: 2.9653, grad_norm: 1.8637 2021-01-22 10:34:04,839 - mmaction - INFO - Epoch [88][1180/2147] lr: 1.482e-01, eta: 6 days, 23:21:22, time: 1.451, data_time: 0.013, memory: 16628, top1_acc: 0.3357, top5_acc: 0.5969, loss_cls: 3.0068, loss: 3.0068, grad_norm: 1.8347 2021-01-22 10:34:34,650 - mmaction - INFO - Epoch [88][1200/2147] lr: 1.482e-01, eta: 6 days, 23:20:42, time: 1.487, data_time: 0.007, memory: 16628, top1_acc: 0.3455, top5_acc: 0.5978, loss_cls: 2.9866, loss: 2.9866, grad_norm: 1.8296 2021-01-22 10:35:04,020 - mmaction - INFO - Epoch [88][1220/2147] lr: 1.482e-01, eta: 6 days, 23:20:01, time: 1.472, data_time: 0.006, memory: 16628, top1_acc: 0.3437, top5_acc: 0.5978, loss_cls: 2.9960, loss: 2.9960, grad_norm: 1.8532 2021-01-22 10:35:33,609 - mmaction - INFO - Epoch [88][1240/2147] lr: 1.482e-01, eta: 6 days, 23:19:20, time: 1.471, data_time: 0.003, memory: 16628, top1_acc: 0.3375, top5_acc: 0.6049, loss_cls: 2.9864, loss: 2.9864, grad_norm: 1.8812 2021-01-22 10:36:05,886 - mmaction - INFO - Epoch [88][1260/2147] lr: 1.482e-01, eta: 6 days, 23:18:45, time: 1.622, data_time: 0.010, memory: 16628, top1_acc: 0.3371, top5_acc: 0.5897, loss_cls: 3.0327, loss: 3.0327, grad_norm: 1.8201 2021-01-22 10:36:49,487 - mmaction - INFO - Epoch [88][1280/2147] lr: 1.482e-01, eta: 6 days, 23:18:28, time: 2.069, data_time: 0.005, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5835, loss_cls: 3.0722, loss: 3.0722, grad_norm: 1.8737 2021-01-22 10:37:27,679 - mmaction - INFO - Epoch [88][1300/2147] lr: 1.482e-01, eta: 6 days, 23:18:08, time: 2.018, data_time: 0.117, memory: 16628, top1_acc: 0.3536, top5_acc: 0.5929, loss_cls: 3.0151, loss: 3.0151, grad_norm: 1.8156 2021-01-22 10:37:57,102 - mmaction - INFO - Epoch [88][1320/2147] lr: 1.482e-01, eta: 6 days, 23:17:27, time: 1.473, data_time: 0.004, memory: 16628, top1_acc: 0.3478, top5_acc: 0.5857, loss_cls: 3.0513, loss: 3.0513, grad_norm: 1.7983 2021-01-22 10:38:26,088 - mmaction - INFO - Epoch [88][1340/2147] lr: 1.482e-01, eta: 6 days, 23:16:45, time: 1.447, data_time: 0.002, memory: 16628, top1_acc: 0.3589, top5_acc: 0.6304, loss_cls: 2.8956, loss: 2.8956, grad_norm: 1.8134 2021-01-22 10:38:56,312 - mmaction - INFO - Epoch [88][1360/2147] lr: 1.482e-01, eta: 6 days, 23:16:06, time: 1.511, data_time: 0.010, memory: 16628, top1_acc: 0.3375, top5_acc: 0.6000, loss_cls: 2.9732, loss: 2.9732, grad_norm: 1.7893 2021-01-22 10:39:25,475 - mmaction - INFO - Epoch [88][1380/2147] lr: 1.482e-01, eta: 6 days, 23:15:25, time: 1.461, data_time: 0.007, memory: 16628, top1_acc: 0.3558, top5_acc: 0.6000, loss_cls: 2.9194, loss: 2.9194, grad_norm: 1.7813 2021-01-22 10:39:55,264 - mmaction - INFO - Epoch [88][1400/2147] lr: 1.482e-01, eta: 6 days, 23:14:44, time: 1.470, data_time: 0.003, memory: 16628, top1_acc: 0.3612, top5_acc: 0.5987, loss_cls: 2.9566, loss: 2.9566, grad_norm: 1.7849 2021-01-22 10:40:25,607 - mmaction - INFO - Epoch [88][1420/2147] lr: 1.482e-01, eta: 6 days, 23:14:06, time: 1.537, data_time: 0.022, memory: 16628, top1_acc: 0.3496, top5_acc: 0.5884, loss_cls: 3.0246, loss: 3.0246, grad_norm: 1.8445 2021-01-22 10:40:56,954 - mmaction - INFO - Epoch [88][1440/2147] lr: 1.482e-01, eta: 6 days, 23:13:29, time: 1.566, data_time: 0.003, memory: 16628, top1_acc: 0.3442, top5_acc: 0.5915, loss_cls: 2.9760, loss: 2.9760, grad_norm: 1.7935 2021-01-22 10:41:27,475 - mmaction - INFO - Epoch [88][1460/2147] lr: 1.482e-01, eta: 6 days, 23:12:50, time: 1.526, data_time: 0.004, memory: 16628, top1_acc: 0.3527, top5_acc: 0.6067, loss_cls: 2.9493, loss: 2.9493, grad_norm: 1.8678 2021-01-22 10:41:58,433 - mmaction - INFO - Epoch [88][1480/2147] lr: 1.482e-01, eta: 6 days, 23:12:12, time: 1.550, data_time: 0.004, memory: 16628, top1_acc: 0.3415, top5_acc: 0.6071, loss_cls: 2.9749, loss: 2.9749, grad_norm: 1.8509 2021-01-22 10:42:28,518 - mmaction - INFO - Epoch [88][1500/2147] lr: 1.482e-01, eta: 6 days, 23:11:32, time: 1.498, data_time: 0.002, memory: 16628, top1_acc: 0.3594, top5_acc: 0.6112, loss_cls: 2.9365, loss: 2.9365, grad_norm: 1.8178 2021-01-22 10:42:59,122 - mmaction - INFO - Epoch [88][1520/2147] lr: 1.482e-01, eta: 6 days, 23:10:54, time: 1.536, data_time: 0.014, memory: 16628, top1_acc: 0.3509, top5_acc: 0.5866, loss_cls: 2.9897, loss: 2.9897, grad_norm: 1.8145 2021-01-22 10:43:27,840 - mmaction - INFO - Epoch [88][1540/2147] lr: 1.482e-01, eta: 6 days, 23:10:12, time: 1.435, data_time: 0.001, memory: 16628, top1_acc: 0.3518, top5_acc: 0.5906, loss_cls: 2.9990, loss: 2.9990, grad_norm: 1.7829 2021-01-22 10:43:58,657 - mmaction - INFO - Epoch [88][1560/2147] lr: 1.482e-01, eta: 6 days, 23:09:34, time: 1.535, data_time: 0.002, memory: 16628, top1_acc: 0.3375, top5_acc: 0.5987, loss_cls: 3.0198, loss: 3.0198, grad_norm: 1.8468 2021-01-22 10:44:28,856 - mmaction - INFO - Epoch [88][1580/2147] lr: 1.482e-01, eta: 6 days, 23:08:55, time: 1.514, data_time: 0.012, memory: 16628, top1_acc: 0.3388, top5_acc: 0.5888, loss_cls: 3.0309, loss: 3.0309, grad_norm: 1.8347 2021-01-22 10:45:00,247 - mmaction - INFO - Epoch [88][1600/2147] lr: 1.482e-01, eta: 6 days, 23:08:18, time: 1.569, data_time: 0.007, memory: 16628, top1_acc: 0.3228, top5_acc: 0.5714, loss_cls: 3.1003, loss: 3.1003, grad_norm: 1.8422 2021-01-22 10:45:29,139 - mmaction - INFO - Epoch [88][1620/2147] lr: 1.482e-01, eta: 6 days, 23:07:36, time: 1.446, data_time: 0.007, memory: 16628, top1_acc: 0.3214, top5_acc: 0.5723, loss_cls: 3.1353, loss: 3.1353, grad_norm: 1.7934 2021-01-22 10:46:00,785 - mmaction - INFO - Epoch [88][1640/2147] lr: 1.482e-01, eta: 6 days, 23:06:59, time: 1.581, data_time: 0.002, memory: 16628, top1_acc: 0.3442, top5_acc: 0.6085, loss_cls: 2.9973, loss: 2.9973, grad_norm: 1.8664 2021-01-22 10:46:34,147 - mmaction - INFO - Epoch [88][1660/2147] lr: 1.482e-01, eta: 6 days, 23:06:22, time: 1.569, data_time: 0.004, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5719, loss_cls: 3.0792, loss: 3.0792, grad_norm: 1.8679 2021-01-22 10:47:06,366 - mmaction - INFO - Epoch [88][1680/2147] lr: 1.482e-01, eta: 6 days, 23:05:51, time: 1.711, data_time: 0.111, memory: 16628, top1_acc: 0.3478, top5_acc: 0.6000, loss_cls: 2.9879, loss: 2.9879, grad_norm: 1.7828 2021-01-22 10:47:37,101 - mmaction - INFO - Epoch [88][1700/2147] lr: 1.482e-01, eta: 6 days, 23:05:12, time: 1.537, data_time: 0.003, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5817, loss_cls: 3.0334, loss: 3.0334, grad_norm: 1.8287 2021-01-22 10:48:09,339 - mmaction - INFO - Epoch [88][1720/2147] lr: 1.482e-01, eta: 6 days, 23:04:37, time: 1.612, data_time: 0.002, memory: 16628, top1_acc: 0.3460, top5_acc: 0.5987, loss_cls: 3.0223, loss: 3.0223, grad_norm: 1.8639 2021-01-22 10:48:38,569 - mmaction - INFO - Epoch [88][1740/2147] lr: 1.482e-01, eta: 6 days, 23:03:56, time: 1.458, data_time: 0.007, memory: 16628, top1_acc: 0.3469, top5_acc: 0.5911, loss_cls: 3.0377, loss: 3.0377, grad_norm: 1.8252 2021-01-22 10:49:09,468 - mmaction - INFO - Epoch [88][1760/2147] lr: 1.482e-01, eta: 6 days, 23:03:18, time: 1.546, data_time: 0.009, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5911, loss_cls: 3.0569, loss: 3.0569, grad_norm: 1.8270 2021-01-22 10:49:39,929 - mmaction - INFO - Epoch [88][1780/2147] lr: 1.482e-01, eta: 6 days, 23:02:39, time: 1.526, data_time: 0.012, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6295, loss_cls: 2.8740, loss: 2.8740, grad_norm: 1.7826 2021-01-22 10:50:11,292 - mmaction - INFO - Epoch [88][1800/2147] lr: 1.482e-01, eta: 6 days, 23:02:02, time: 1.569, data_time: 0.009, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5821, loss_cls: 3.0643, loss: 3.0643, grad_norm: 1.8441 2021-01-22 10:50:41,976 - mmaction - INFO - Epoch [88][1820/2147] lr: 1.482e-01, eta: 6 days, 23:01:24, time: 1.534, data_time: 0.008, memory: 16628, top1_acc: 0.3554, top5_acc: 0.6089, loss_cls: 2.9422, loss: 2.9422, grad_norm: 1.8095 2021-01-22 10:51:12,868 - mmaction - INFO - Epoch [88][1840/2147] lr: 1.482e-01, eta: 6 days, 23:00:46, time: 1.541, data_time: 0.003, memory: 16628, top1_acc: 0.3366, top5_acc: 0.5857, loss_cls: 3.0599, loss: 3.0599, grad_norm: 1.7914 2021-01-22 10:51:45,054 - mmaction - INFO - Epoch [88][1860/2147] lr: 1.482e-01, eta: 6 days, 23:00:09, time: 1.567, data_time: 0.011, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5781, loss_cls: 3.0214, loss: 3.0214, grad_norm: 1.7882 2021-01-22 10:52:13,970 - mmaction - INFO - Epoch [88][1880/2147] lr: 1.482e-01, eta: 6 days, 22:59:29, time: 1.490, data_time: 0.048, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5835, loss_cls: 3.0233, loss: 3.0233, grad_norm: 1.8237 2021-01-22 10:52:44,847 - mmaction - INFO - Epoch [88][1900/2147] lr: 1.482e-01, eta: 6 days, 22:58:51, time: 1.545, data_time: 0.005, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5978, loss_cls: 3.0467, loss: 3.0467, grad_norm: 1.7928 2021-01-22 10:53:15,479 - mmaction - INFO - Epoch [88][1920/2147] lr: 1.482e-01, eta: 6 days, 22:58:12, time: 1.530, data_time: 0.009, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5960, loss_cls: 3.0027, loss: 3.0027, grad_norm: 1.8041 2021-01-22 10:53:44,218 - mmaction - INFO - Epoch [88][1940/2147] lr: 1.482e-01, eta: 6 days, 22:57:30, time: 1.438, data_time: 0.003, memory: 16628, top1_acc: 0.3554, top5_acc: 0.6089, loss_cls: 2.9952, loss: 2.9952, grad_norm: 1.8290 2021-01-22 10:55:04,436 - mmaction - INFO - Epoch [88][1960/2147] lr: 1.482e-01, eta: 6 days, 22:58:26, time: 4.000, data_time: 2.190, memory: 16628, top1_acc: 0.3321, top5_acc: 0.5902, loss_cls: 3.0209, loss: 3.0209, grad_norm: 1.8694 2021-01-22 10:55:33,761 - mmaction - INFO - Epoch [88][1980/2147] lr: 1.482e-01, eta: 6 days, 22:57:46, time: 1.475, data_time: 0.022, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5857, loss_cls: 3.0519, loss: 3.0519, grad_norm: 1.8043 2021-01-22 10:56:02,937 - mmaction - INFO - Epoch [88][2000/2147] lr: 1.482e-01, eta: 6 days, 22:57:05, time: 1.461, data_time: 0.009, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5893, loss_cls: 3.0197, loss: 3.0197, grad_norm: 1.7721 2021-01-22 10:56:31,735 - mmaction - INFO - Epoch [88][2020/2147] lr: 1.482e-01, eta: 6 days, 22:56:22, time: 1.437, data_time: 0.002, memory: 16628, top1_acc: 0.3295, top5_acc: 0.5772, loss_cls: 3.0648, loss: 3.0648, grad_norm: 1.8203 2021-01-22 10:57:15,113 - mmaction - INFO - Epoch [88][2040/2147] lr: 1.482e-01, eta: 6 days, 22:56:08, time: 2.170, data_time: 0.087, memory: 16628, top1_acc: 0.3487, top5_acc: 0.6098, loss_cls: 2.9460, loss: 2.9460, grad_norm: 1.8401 2021-01-22 10:57:44,747 - mmaction - INFO - Epoch [88][2060/2147] lr: 1.482e-01, eta: 6 days, 22:55:28, time: 1.483, data_time: 0.003, memory: 16628, top1_acc: 0.3629, top5_acc: 0.5960, loss_cls: 2.9442, loss: 2.9442, grad_norm: 1.8296 2021-01-22 10:58:14,298 - mmaction - INFO - Epoch [88][2080/2147] lr: 1.482e-01, eta: 6 days, 22:54:48, time: 1.476, data_time: 0.003, memory: 16628, top1_acc: 0.3308, top5_acc: 0.5835, loss_cls: 3.0684, loss: 3.0684, grad_norm: 1.8447 2021-01-22 10:58:43,308 - mmaction - INFO - Epoch [88][2100/2147] lr: 1.482e-01, eta: 6 days, 22:54:06, time: 1.450, data_time: 0.003, memory: 16628, top1_acc: 0.3496, top5_acc: 0.5978, loss_cls: 2.9766, loss: 2.9766, grad_norm: 1.7742 2021-01-22 10:59:12,872 - mmaction - INFO - Epoch [88][2120/2147] lr: 1.482e-01, eta: 6 days, 22:53:25, time: 1.472, data_time: 0.007, memory: 16628, top1_acc: 0.3379, top5_acc: 0.5969, loss_cls: 2.9550, loss: 2.9550, grad_norm: 1.8144 2021-01-22 10:59:42,263 - mmaction - INFO - Epoch [88][2140/2147] lr: 1.482e-01, eta: 6 days, 22:52:45, time: 1.476, data_time: 0.010, memory: 16628, top1_acc: 0.3688, top5_acc: 0.6085, loss_cls: 2.9039, loss: 2.9039, grad_norm: 1.8418 2021-01-22 11:00:08,693 - mmaction - INFO - Saving checkpoint at 88 epochs 2021-01-22 11:04:44,655 - mmaction - INFO - Epoch [89][20/2147] lr: 1.471e-01, eta: 6 days, 22:59:17, time: 13.704, data_time: 12.172, memory: 16628, top1_acc: 0.3478, top5_acc: 0.6036, loss_cls: 2.9791, loss: 2.9791, grad_norm: 1.8251 2021-01-22 11:05:16,830 - mmaction - INFO - Epoch [89][40/2147] lr: 1.471e-01, eta: 6 days, 22:58:42, time: 1.611, data_time: 0.008, memory: 16628, top1_acc: 0.3589, top5_acc: 0.6196, loss_cls: 2.8988, loss: 2.8988, grad_norm: 1.8453 2021-01-22 11:05:46,027 - mmaction - INFO - Epoch [89][60/2147] lr: 1.471e-01, eta: 6 days, 22:58:01, time: 1.460, data_time: 0.008, memory: 16628, top1_acc: 0.3371, top5_acc: 0.6009, loss_cls: 3.0012, loss: 3.0012, grad_norm: 1.8732 2021-01-22 11:06:16,560 - mmaction - INFO - Epoch [89][80/2147] lr: 1.471e-01, eta: 6 days, 22:57:22, time: 1.528, data_time: 0.005, memory: 16628, top1_acc: 0.3384, top5_acc: 0.5911, loss_cls: 3.0176, loss: 3.0176, grad_norm: 1.8541 2021-01-22 11:06:47,526 - mmaction - INFO - Epoch [89][100/2147] lr: 1.471e-01, eta: 6 days, 22:56:44, time: 1.550, data_time: 0.006, memory: 16628, top1_acc: 0.3330, top5_acc: 0.5933, loss_cls: 3.0047, loss: 3.0047, grad_norm: 1.8550 2021-01-22 11:07:19,305 - mmaction - INFO - Epoch [89][120/2147] lr: 1.471e-01, eta: 6 days, 22:56:08, time: 1.586, data_time: 0.058, memory: 16628, top1_acc: 0.3397, top5_acc: 0.5906, loss_cls: 3.0027, loss: 3.0027, grad_norm: 1.8152 2021-01-22 11:07:49,344 - mmaction - INFO - Epoch [89][140/2147] lr: 1.471e-01, eta: 6 days, 22:55:28, time: 1.502, data_time: 0.006, memory: 16628, top1_acc: 0.3634, top5_acc: 0.6183, loss_cls: 2.9065, loss: 2.9065, grad_norm: 1.7967 2021-01-22 11:08:18,338 - mmaction - INFO - Epoch [89][160/2147] lr: 1.471e-01, eta: 6 days, 22:54:47, time: 1.452, data_time: 0.005, memory: 16628, top1_acc: 0.3647, top5_acc: 0.6192, loss_cls: 2.8742, loss: 2.8742, grad_norm: 1.8469 2021-01-22 11:08:47,264 - mmaction - INFO - Epoch [89][180/2147] lr: 1.471e-01, eta: 6 days, 22:54:05, time: 1.447, data_time: 0.004, memory: 16628, top1_acc: 0.3406, top5_acc: 0.5996, loss_cls: 2.9759, loss: 2.9759, grad_norm: 1.8854 2021-01-22 11:09:16,559 - mmaction - INFO - Epoch [89][200/2147] lr: 1.471e-01, eta: 6 days, 22:53:24, time: 1.465, data_time: 0.004, memory: 16628, top1_acc: 0.3442, top5_acc: 0.6045, loss_cls: 2.9893, loss: 2.9893, grad_norm: 1.8137 2021-01-22 11:09:46,313 - mmaction - INFO - Epoch [89][220/2147] lr: 1.471e-01, eta: 6 days, 22:52:43, time: 1.483, data_time: 0.012, memory: 16628, top1_acc: 0.3339, top5_acc: 0.6009, loss_cls: 3.0224, loss: 3.0224, grad_norm: 1.8805 2021-01-22 11:10:18,412 - mmaction - INFO - Epoch [89][240/2147] lr: 1.471e-01, eta: 6 days, 22:52:08, time: 1.609, data_time: 0.007, memory: 16628, top1_acc: 0.3589, top5_acc: 0.6071, loss_cls: 2.9546, loss: 2.9546, grad_norm: 1.8138 2021-01-22 11:10:47,572 - mmaction - INFO - Epoch [89][260/2147] lr: 1.471e-01, eta: 6 days, 22:51:27, time: 1.460, data_time: 0.004, memory: 16628, top1_acc: 0.3460, top5_acc: 0.6089, loss_cls: 2.9694, loss: 2.9694, grad_norm: 1.8168 2021-01-22 11:11:16,403 - mmaction - INFO - Epoch [89][280/2147] lr: 1.471e-01, eta: 6 days, 22:50:45, time: 1.439, data_time: 0.003, memory: 16628, top1_acc: 0.3558, top5_acc: 0.6080, loss_cls: 2.9109, loss: 2.9109, grad_norm: 1.8051 2021-01-22 11:11:48,914 - mmaction - INFO - Epoch [89][300/2147] lr: 1.471e-01, eta: 6 days, 22:50:10, time: 1.623, data_time: 0.004, memory: 16628, top1_acc: 0.3500, top5_acc: 0.6357, loss_cls: 2.8463, loss: 2.8463, grad_norm: 1.8472 2021-01-22 11:12:20,640 - mmaction - INFO - Epoch [89][320/2147] lr: 1.471e-01, eta: 6 days, 22:49:33, time: 1.586, data_time: 0.007, memory: 16628, top1_acc: 0.3563, top5_acc: 0.5996, loss_cls: 2.9569, loss: 2.9569, grad_norm: 1.8196 2021-01-22 11:12:49,906 - mmaction - INFO - Epoch [89][340/2147] lr: 1.471e-01, eta: 6 days, 22:48:52, time: 1.467, data_time: 0.018, memory: 16628, top1_acc: 0.3513, top5_acc: 0.6049, loss_cls: 2.9325, loss: 2.9325, grad_norm: 1.8439 2021-01-22 11:13:19,213 - mmaction - INFO - Epoch [89][360/2147] lr: 1.471e-01, eta: 6 days, 22:48:11, time: 1.467, data_time: 0.007, memory: 16628, top1_acc: 0.3487, top5_acc: 0.5978, loss_cls: 3.0294, loss: 3.0294, grad_norm: 1.8915 2021-01-22 11:13:47,986 - mmaction - INFO - Epoch [89][380/2147] lr: 1.471e-01, eta: 6 days, 22:47:29, time: 1.438, data_time: 0.001, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5839, loss_cls: 3.0156, loss: 3.0156, grad_norm: 1.7880 2021-01-22 11:14:18,966 - mmaction - INFO - Epoch [89][400/2147] lr: 1.471e-01, eta: 6 days, 22:46:52, time: 1.548, data_time: 0.002, memory: 16628, top1_acc: 0.3464, top5_acc: 0.5938, loss_cls: 3.0301, loss: 3.0301, grad_norm: 1.8694 2021-01-22 11:14:47,651 - mmaction - INFO - Epoch [89][420/2147] lr: 1.471e-01, eta: 6 days, 22:46:09, time: 1.434, data_time: 0.005, memory: 16628, top1_acc: 0.3437, top5_acc: 0.5960, loss_cls: 3.0320, loss: 3.0320, grad_norm: 1.8606 2021-01-22 11:15:17,487 - mmaction - INFO - Epoch [89][440/2147] lr: 1.471e-01, eta: 6 days, 22:45:29, time: 1.492, data_time: 0.004, memory: 16628, top1_acc: 0.3433, top5_acc: 0.5920, loss_cls: 3.0296, loss: 3.0296, grad_norm: 1.8567 2021-01-22 11:15:53,284 - mmaction - INFO - Epoch [89][460/2147] lr: 1.471e-01, eta: 6 days, 22:45:01, time: 1.786, data_time: 0.004, memory: 16628, top1_acc: 0.3442, top5_acc: 0.6214, loss_cls: 2.9437, loss: 2.9437, grad_norm: 1.8124 2021-01-22 11:16:24,495 - mmaction - INFO - Epoch [89][480/2147] lr: 1.471e-01, eta: 6 days, 22:44:23, time: 1.563, data_time: 0.007, memory: 16628, top1_acc: 0.3420, top5_acc: 0.5996, loss_cls: 2.9686, loss: 2.9686, grad_norm: 1.8253 2021-01-22 11:17:12,549 - mmaction - INFO - Epoch [89][500/2147] lr: 1.471e-01, eta: 6 days, 22:44:18, time: 2.400, data_time: 0.008, memory: 16628, top1_acc: 0.3487, top5_acc: 0.6125, loss_cls: 2.9521, loss: 2.9521, grad_norm: 1.8355 2021-01-22 11:17:42,906 - mmaction - INFO - Epoch [89][520/2147] lr: 1.471e-01, eta: 6 days, 22:43:39, time: 1.524, data_time: 0.012, memory: 16628, top1_acc: 0.3504, top5_acc: 0.5946, loss_cls: 2.9717, loss: 2.9717, grad_norm: 1.8389 2021-01-22 11:18:12,465 - mmaction - INFO - Epoch [89][540/2147] lr: 1.471e-01, eta: 6 days, 22:42:59, time: 1.478, data_time: 0.003, memory: 16628, top1_acc: 0.3187, top5_acc: 0.5795, loss_cls: 3.0837, loss: 3.0837, grad_norm: 1.8355 2021-01-22 11:18:42,740 - mmaction - INFO - Epoch [89][560/2147] lr: 1.471e-01, eta: 6 days, 22:42:19, time: 1.509, data_time: 0.004, memory: 16628, top1_acc: 0.3576, top5_acc: 0.6161, loss_cls: 2.9152, loss: 2.9152, grad_norm: 1.8104 2021-01-22 11:19:13,926 - mmaction - INFO - Epoch [89][580/2147] lr: 1.471e-01, eta: 6 days, 22:41:42, time: 1.565, data_time: 0.015, memory: 16628, top1_acc: 0.3442, top5_acc: 0.6080, loss_cls: 2.9602, loss: 2.9602, grad_norm: 1.8567 2021-01-22 11:19:42,738 - mmaction - INFO - Epoch [89][600/2147] lr: 1.471e-01, eta: 6 days, 22:41:00, time: 1.439, data_time: 0.003, memory: 16628, top1_acc: 0.3375, top5_acc: 0.5960, loss_cls: 3.0125, loss: 3.0125, grad_norm: 1.8660 2021-01-22 11:20:15,450 - mmaction - INFO - Epoch [89][620/2147] lr: 1.471e-01, eta: 6 days, 22:40:26, time: 1.637, data_time: 0.003, memory: 16628, top1_acc: 0.3246, top5_acc: 0.5817, loss_cls: 3.0593, loss: 3.0593, grad_norm: 1.8316 2021-01-22 11:20:44,345 - mmaction - INFO - Epoch [89][640/2147] lr: 1.471e-01, eta: 6 days, 22:39:44, time: 1.444, data_time: 0.003, memory: 16628, top1_acc: 0.3455, top5_acc: 0.6085, loss_cls: 2.9997, loss: 2.9997, grad_norm: 1.8299 2021-01-22 11:21:19,331 - mmaction - INFO - Epoch [89][660/2147] lr: 1.471e-01, eta: 6 days, 22:39:14, time: 1.749, data_time: 0.009, memory: 16628, top1_acc: 0.3531, top5_acc: 0.5933, loss_cls: 2.9950, loss: 2.9950, grad_norm: 1.8560 2021-01-22 11:21:58,869 - mmaction - INFO - Epoch [89][680/2147] lr: 1.471e-01, eta: 6 days, 22:38:52, time: 1.976, data_time: 0.005, memory: 16628, top1_acc: 0.3437, top5_acc: 0.5888, loss_cls: 2.9976, loss: 2.9976, grad_norm: 1.7964 2021-01-22 11:22:32,955 - mmaction - INFO - Epoch [89][700/2147] lr: 1.471e-01, eta: 6 days, 22:38:20, time: 1.701, data_time: 0.007, memory: 16628, top1_acc: 0.3509, top5_acc: 0.6022, loss_cls: 2.9332, loss: 2.9332, grad_norm: 1.8540 2021-01-22 11:23:02,320 - mmaction - INFO - Epoch [89][720/2147] lr: 1.471e-01, eta: 6 days, 22:37:40, time: 1.472, data_time: 0.017, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5897, loss_cls: 3.0478, loss: 3.0478, grad_norm: 1.9074 2021-01-22 11:23:31,472 - mmaction - INFO - Epoch [89][740/2147] lr: 1.471e-01, eta: 6 days, 22:36:58, time: 1.460, data_time: 0.008, memory: 16628, top1_acc: 0.3527, top5_acc: 0.5924, loss_cls: 3.0197, loss: 3.0197, grad_norm: 1.8349 2021-01-22 11:24:00,603 - mmaction - INFO - Epoch [89][760/2147] lr: 1.471e-01, eta: 6 days, 22:36:17, time: 1.455, data_time: 0.001, memory: 16628, top1_acc: 0.3612, top5_acc: 0.6188, loss_cls: 2.9618, loss: 2.9618, grad_norm: 1.8441 2021-01-22 11:24:29,489 - mmaction - INFO - Epoch [89][780/2147] lr: 1.471e-01, eta: 6 days, 22:35:35, time: 1.444, data_time: 0.003, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5915, loss_cls: 3.0469, loss: 3.0469, grad_norm: 1.8341 2021-01-22 11:25:03,343 - mmaction - INFO - Epoch [89][800/2147] lr: 1.471e-01, eta: 6 days, 22:35:03, time: 1.691, data_time: 0.003, memory: 16628, top1_acc: 0.3536, top5_acc: 0.6004, loss_cls: 2.9925, loss: 2.9925, grad_norm: 1.7872 2021-01-22 11:25:37,708 - mmaction - INFO - Epoch [89][820/2147] lr: 1.471e-01, eta: 6 days, 22:34:32, time: 1.722, data_time: 0.009, memory: 16628, top1_acc: 0.3594, top5_acc: 0.6089, loss_cls: 2.9770, loss: 2.9770, grad_norm: 1.8284 2021-01-22 11:26:09,355 - mmaction - INFO - Epoch [89][840/2147] lr: 1.471e-01, eta: 6 days, 22:33:55, time: 1.581, data_time: 0.005, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5866, loss_cls: 3.0668, loss: 3.0668, grad_norm: 1.9094 2021-01-22 11:26:42,647 - mmaction - INFO - Epoch [89][860/2147] lr: 1.471e-01, eta: 6 days, 22:33:16, time: 1.515, data_time: 0.003, memory: 16628, top1_acc: 0.3446, top5_acc: 0.5987, loss_cls: 3.0105, loss: 3.0105, grad_norm: 1.8519 2021-01-22 11:27:16,277 - mmaction - INFO - Epoch [89][880/2147] lr: 1.471e-01, eta: 6 days, 22:32:49, time: 1.823, data_time: 0.179, memory: 16628, top1_acc: 0.3500, top5_acc: 0.5978, loss_cls: 2.9914, loss: 2.9914, grad_norm: 1.8212 2021-01-22 11:27:46,198 - mmaction - INFO - Epoch [89][900/2147] lr: 1.471e-01, eta: 6 days, 22:32:09, time: 1.505, data_time: 0.013, memory: 16628, top1_acc: 0.3357, top5_acc: 0.5888, loss_cls: 3.0356, loss: 3.0356, grad_norm: 1.8289 2021-01-22 11:28:15,987 - mmaction - INFO - Epoch [89][920/2147] lr: 1.471e-01, eta: 6 days, 22:31:29, time: 1.489, data_time: 0.002, memory: 16628, top1_acc: 0.3496, top5_acc: 0.5987, loss_cls: 2.9426, loss: 2.9426, grad_norm: 1.8386 2021-01-22 11:28:45,048 - mmaction - INFO - Epoch [89][940/2147] lr: 1.471e-01, eta: 6 days, 22:30:48, time: 1.453, data_time: 0.004, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5902, loss_cls: 3.0166, loss: 3.0166, grad_norm: 1.8308 2021-01-22 11:29:13,793 - mmaction - INFO - Epoch [89][960/2147] lr: 1.471e-01, eta: 6 days, 22:30:06, time: 1.437, data_time: 0.002, memory: 16628, top1_acc: 0.3545, top5_acc: 0.6067, loss_cls: 2.9424, loss: 2.9424, grad_norm: 1.8156 2021-01-22 11:29:43,172 - mmaction - INFO - Epoch [89][980/2147] lr: 1.471e-01, eta: 6 days, 22:29:25, time: 1.469, data_time: 0.005, memory: 16628, top1_acc: 0.3393, top5_acc: 0.5924, loss_cls: 3.0134, loss: 3.0134, grad_norm: 1.8318 2021-01-22 11:30:13,539 - mmaction - INFO - Epoch [89][1000/2147] lr: 1.471e-01, eta: 6 days, 22:28:46, time: 1.512, data_time: 0.040, memory: 16628, top1_acc: 0.3603, top5_acc: 0.6098, loss_cls: 2.9317, loss: 2.9317, grad_norm: 1.8191 2021-01-22 11:30:44,552 - mmaction - INFO - Epoch [89][1020/2147] lr: 1.471e-01, eta: 6 days, 22:28:08, time: 1.553, data_time: 0.010, memory: 16628, top1_acc: 0.3482, top5_acc: 0.5902, loss_cls: 3.0434, loss: 3.0434, grad_norm: 1.7948 2021-01-22 11:31:16,939 - mmaction - INFO - Epoch [89][1040/2147] lr: 1.471e-01, eta: 6 days, 22:27:33, time: 1.621, data_time: 0.005, memory: 16628, top1_acc: 0.3509, top5_acc: 0.6058, loss_cls: 2.9339, loss: 2.9339, grad_norm: 1.8151 2021-01-22 11:31:48,236 - mmaction - INFO - Epoch [89][1060/2147] lr: 1.471e-01, eta: 6 days, 22:26:56, time: 1.567, data_time: 0.052, memory: 16628, top1_acc: 0.3469, top5_acc: 0.6076, loss_cls: 2.9460, loss: 2.9460, grad_norm: 1.8346 2021-01-22 11:32:22,712 - mmaction - INFO - Epoch [89][1080/2147] lr: 1.471e-01, eta: 6 days, 22:26:25, time: 1.720, data_time: 0.001, memory: 16628, top1_acc: 0.3330, top5_acc: 0.5933, loss_cls: 3.0223, loss: 3.0223, grad_norm: 1.8818 2021-01-22 11:32:54,788 - mmaction - INFO - Epoch [89][1100/2147] lr: 1.471e-01, eta: 6 days, 22:25:49, time: 1.601, data_time: 0.006, memory: 16628, top1_acc: 0.3406, top5_acc: 0.5960, loss_cls: 3.0139, loss: 3.0139, grad_norm: 1.8435 2021-01-22 11:33:29,783 - mmaction - INFO - Epoch [89][1120/2147] lr: 1.471e-01, eta: 6 days, 22:25:19, time: 1.752, data_time: 0.011, memory: 16628, top1_acc: 0.3393, top5_acc: 0.6036, loss_cls: 3.0095, loss: 3.0095, grad_norm: 1.8318 2021-01-22 11:34:00,971 - mmaction - INFO - Epoch [89][1140/2147] lr: 1.471e-01, eta: 6 days, 22:24:42, time: 1.564, data_time: 0.008, memory: 16628, top1_acc: 0.3589, top5_acc: 0.6121, loss_cls: 2.9181, loss: 2.9181, grad_norm: 1.8448 2021-01-22 11:34:32,007 - mmaction - INFO - Epoch [89][1160/2147] lr: 1.471e-01, eta: 6 days, 22:24:04, time: 1.550, data_time: 0.003, memory: 16628, top1_acc: 0.3420, top5_acc: 0.6089, loss_cls: 2.9965, loss: 2.9965, grad_norm: 1.8452 2021-01-22 11:35:03,087 - mmaction - INFO - Epoch [89][1180/2147] lr: 1.471e-01, eta: 6 days, 22:23:26, time: 1.554, data_time: 0.004, memory: 16628, top1_acc: 0.3438, top5_acc: 0.6049, loss_cls: 2.9587, loss: 2.9587, grad_norm: 1.8502 2021-01-22 11:35:32,153 - mmaction - INFO - Epoch [89][1200/2147] lr: 1.471e-01, eta: 6 days, 22:22:45, time: 1.455, data_time: 0.004, memory: 16628, top1_acc: 0.3473, top5_acc: 0.5982, loss_cls: 2.9768, loss: 2.9768, grad_norm: 1.8027 2021-01-22 11:36:09,252 - mmaction - INFO - Epoch [89][1220/2147] lr: 1.471e-01, eta: 6 days, 22:22:19, time: 1.853, data_time: 0.008, memory: 16628, top1_acc: 0.3554, top5_acc: 0.6107, loss_cls: 2.9522, loss: 2.9522, grad_norm: 1.8179 2021-01-22 11:36:45,808 - mmaction - INFO - Epoch [89][1240/2147] lr: 1.471e-01, eta: 6 days, 22:21:51, time: 1.813, data_time: 0.006, memory: 16628, top1_acc: 0.3375, top5_acc: 0.5996, loss_cls: 3.0178, loss: 3.0178, grad_norm: 1.8328 2021-01-22 11:37:14,922 - mmaction - INFO - Epoch [89][1260/2147] lr: 1.471e-01, eta: 6 days, 22:21:10, time: 1.471, data_time: 0.020, memory: 16628, top1_acc: 0.3446, top5_acc: 0.5951, loss_cls: 2.9700, loss: 2.9700, grad_norm: 1.8098 2021-01-22 11:37:43,921 - mmaction - INFO - Epoch [89][1280/2147] lr: 1.471e-01, eta: 6 days, 22:20:29, time: 1.452, data_time: 0.005, memory: 16628, top1_acc: 0.3509, top5_acc: 0.5866, loss_cls: 3.0078, loss: 3.0078, grad_norm: 1.8652 2021-01-22 11:38:15,429 - mmaction - INFO - Epoch [89][1300/2147] lr: 1.471e-01, eta: 6 days, 22:19:52, time: 1.572, data_time: 0.004, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5875, loss_cls: 3.0867, loss: 3.0867, grad_norm: 1.8579 2021-01-22 11:38:46,547 - mmaction - INFO - Epoch [89][1320/2147] lr: 1.471e-01, eta: 6 days, 22:19:15, time: 1.559, data_time: 0.005, memory: 16628, top1_acc: 0.3433, top5_acc: 0.6205, loss_cls: 2.9073, loss: 2.9073, grad_norm: 1.7844 2021-01-22 11:39:16,114 - mmaction - INFO - Epoch [89][1340/2147] lr: 1.471e-01, eta: 6 days, 22:18:33, time: 1.454, data_time: 0.007, memory: 16628, top1_acc: 0.3464, top5_acc: 0.5933, loss_cls: 2.9922, loss: 2.9922, grad_norm: 1.8146 2021-01-22 11:39:46,655 - mmaction - INFO - Epoch [89][1360/2147] lr: 1.471e-01, eta: 6 days, 22:17:56, time: 1.552, data_time: 0.027, memory: 16628, top1_acc: 0.3536, top5_acc: 0.5960, loss_cls: 2.9451, loss: 2.9451, grad_norm: 1.8582 2021-01-22 11:40:15,995 - mmaction - INFO - Epoch [89][1380/2147] lr: 1.471e-01, eta: 6 days, 22:17:15, time: 1.466, data_time: 0.003, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5911, loss_cls: 2.9776, loss: 2.9776, grad_norm: 1.8349 2021-01-22 11:40:47,603 - mmaction - INFO - Epoch [89][1400/2147] lr: 1.471e-01, eta: 6 days, 22:16:38, time: 1.580, data_time: 0.003, memory: 16628, top1_acc: 0.3446, top5_acc: 0.5830, loss_cls: 3.0177, loss: 3.0177, grad_norm: 1.8075 2021-01-22 11:41:18,220 - mmaction - INFO - Epoch [89][1420/2147] lr: 1.471e-01, eta: 6 days, 22:16:00, time: 1.532, data_time: 0.002, memory: 16628, top1_acc: 0.3210, top5_acc: 0.5799, loss_cls: 3.0475, loss: 3.0475, grad_norm: 1.8605 2021-01-22 11:41:55,897 - mmaction - INFO - Epoch [89][1440/2147] lr: 1.471e-01, eta: 6 days, 22:15:35, time: 1.876, data_time: 0.004, memory: 16628, top1_acc: 0.3379, top5_acc: 0.6080, loss_cls: 2.9520, loss: 2.9520, grad_norm: 1.7740 2021-01-22 11:42:31,121 - mmaction - INFO - Epoch [89][1460/2147] lr: 1.471e-01, eta: 6 days, 22:15:05, time: 1.759, data_time: 0.014, memory: 16628, top1_acc: 0.3455, top5_acc: 0.6031, loss_cls: 2.9576, loss: 2.9576, grad_norm: 1.8658 2021-01-22 11:43:02,652 - mmaction - INFO - Epoch [89][1480/2147] lr: 1.471e-01, eta: 6 days, 22:14:28, time: 1.582, data_time: 0.016, memory: 16628, top1_acc: 0.3469, top5_acc: 0.5897, loss_cls: 2.9884, loss: 2.9884, grad_norm: 1.8527 2021-01-22 11:43:34,118 - mmaction - INFO - Epoch [89][1500/2147] lr: 1.471e-01, eta: 6 days, 22:13:51, time: 1.569, data_time: 0.007, memory: 16628, top1_acc: 0.3513, top5_acc: 0.6045, loss_cls: 2.9709, loss: 2.9709, grad_norm: 1.8204 2021-01-22 11:44:02,764 - mmaction - INFO - Epoch [89][1520/2147] lr: 1.471e-01, eta: 6 days, 22:13:09, time: 1.441, data_time: 0.010, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5875, loss_cls: 3.0428, loss: 3.0428, grad_norm: 1.8741 2021-01-22 11:44:34,438 - mmaction - INFO - Epoch [89][1540/2147] lr: 1.471e-01, eta: 6 days, 22:12:33, time: 1.581, data_time: 0.004, memory: 16628, top1_acc: 0.3357, top5_acc: 0.5844, loss_cls: 3.0648, loss: 3.0648, grad_norm: 1.8168 2021-01-22 11:45:03,475 - mmaction - INFO - Epoch [89][1560/2147] lr: 1.471e-01, eta: 6 days, 22:11:52, time: 1.455, data_time: 0.007, memory: 16628, top1_acc: 0.3371, top5_acc: 0.5955, loss_cls: 3.0178, loss: 3.0178, grad_norm: 1.7961 2021-01-22 11:45:33,696 - mmaction - INFO - Epoch [89][1580/2147] lr: 1.471e-01, eta: 6 days, 22:11:12, time: 1.504, data_time: 0.001, memory: 16628, top1_acc: 0.3397, top5_acc: 0.6045, loss_cls: 2.9769, loss: 2.9769, grad_norm: 1.8108 2021-01-22 11:46:07,770 - mmaction - INFO - Epoch [89][1600/2147] lr: 1.471e-01, eta: 6 days, 22:10:40, time: 1.708, data_time: 0.012, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5763, loss_cls: 3.0737, loss: 3.0737, grad_norm: 1.8368 2021-01-22 11:46:52,048 - mmaction - INFO - Epoch [89][1620/2147] lr: 1.471e-01, eta: 6 days, 22:10:28, time: 2.208, data_time: 0.006, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5888, loss_cls: 3.0755, loss: 3.0755, grad_norm: 1.7960 2021-01-22 11:47:22,636 - mmaction - INFO - Epoch [89][1640/2147] lr: 1.471e-01, eta: 6 days, 22:09:49, time: 1.533, data_time: 0.009, memory: 16628, top1_acc: 0.3446, top5_acc: 0.5946, loss_cls: 3.0005, loss: 3.0005, grad_norm: 1.8311 2021-01-22 11:47:52,331 - mmaction - INFO - Epoch [89][1660/2147] lr: 1.471e-01, eta: 6 days, 22:09:09, time: 1.486, data_time: 0.005, memory: 16628, top1_acc: 0.3531, top5_acc: 0.6147, loss_cls: 2.9405, loss: 2.9405, grad_norm: 1.7942 2021-01-22 11:48:21,406 - mmaction - INFO - Epoch [89][1680/2147] lr: 1.471e-01, eta: 6 days, 22:08:28, time: 1.456, data_time: 0.004, memory: 16628, top1_acc: 0.3317, top5_acc: 0.5835, loss_cls: 3.0115, loss: 3.0115, grad_norm: 1.8268 2021-01-22 11:48:50,423 - mmaction - INFO - Epoch [89][1700/2147] lr: 1.471e-01, eta: 6 days, 22:07:46, time: 1.445, data_time: 0.004, memory: 16628, top1_acc: 0.3580, top5_acc: 0.6022, loss_cls: 2.9442, loss: 2.9442, grad_norm: 1.7743 2021-01-22 11:49:21,595 - mmaction - INFO - Epoch [89][1720/2147] lr: 1.471e-01, eta: 6 days, 22:07:09, time: 1.562, data_time: 0.008, memory: 16628, top1_acc: 0.3473, top5_acc: 0.6009, loss_cls: 2.9969, loss: 2.9969, grad_norm: 1.8195 2021-01-22 11:49:52,024 - mmaction - INFO - Epoch [89][1740/2147] lr: 1.471e-01, eta: 6 days, 22:06:30, time: 1.523, data_time: 0.006, memory: 16628, top1_acc: 0.3375, top5_acc: 0.5839, loss_cls: 3.0322, loss: 3.0322, grad_norm: 1.8343 2021-01-22 11:50:22,268 - mmaction - INFO - Epoch [89][1760/2147] lr: 1.471e-01, eta: 6 days, 22:05:51, time: 1.504, data_time: 0.002, memory: 16628, top1_acc: 0.3397, top5_acc: 0.5933, loss_cls: 3.0080, loss: 3.0080, grad_norm: 1.8136 2021-01-22 11:50:51,436 - mmaction - INFO - Epoch [89][1780/2147] lr: 1.471e-01, eta: 6 days, 22:05:10, time: 1.465, data_time: 0.011, memory: 16628, top1_acc: 0.3388, top5_acc: 0.5871, loss_cls: 3.0488, loss: 3.0488, grad_norm: 1.8143 2021-01-22 11:51:20,569 - mmaction - INFO - Epoch [89][1800/2147] lr: 1.471e-01, eta: 6 days, 22:04:29, time: 1.458, data_time: 0.005, memory: 16628, top1_acc: 0.3464, top5_acc: 0.6027, loss_cls: 2.9546, loss: 2.9546, grad_norm: 1.8471 2021-01-22 11:52:04,225 - mmaction - INFO - Epoch [89][1820/2147] lr: 1.471e-01, eta: 6 days, 22:04:15, time: 2.179, data_time: 0.004, memory: 16628, top1_acc: 0.3513, top5_acc: 0.6045, loss_cls: 2.9726, loss: 2.9726, grad_norm: 1.8184 2021-01-22 11:52:33,124 - mmaction - INFO - Epoch [89][1840/2147] lr: 1.471e-01, eta: 6 days, 22:03:33, time: 1.449, data_time: 0.010, memory: 16628, top1_acc: 0.3473, top5_acc: 0.6129, loss_cls: 2.9302, loss: 2.9302, grad_norm: 1.8184 2021-01-22 11:53:03,319 - mmaction - INFO - Epoch [89][1860/2147] lr: 1.471e-01, eta: 6 days, 22:02:54, time: 1.510, data_time: 0.004, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5830, loss_cls: 3.0690, loss: 3.0690, grad_norm: 1.8563 2021-01-22 11:53:35,155 - mmaction - INFO - Epoch [89][1880/2147] lr: 1.471e-01, eta: 6 days, 22:02:18, time: 1.590, data_time: 0.006, memory: 16628, top1_acc: 0.3446, top5_acc: 0.6129, loss_cls: 2.9995, loss: 2.9995, grad_norm: 1.8441 2021-01-22 11:54:05,744 - mmaction - INFO - Epoch [89][1900/2147] lr: 1.471e-01, eta: 6 days, 22:01:40, time: 1.531, data_time: 0.004, memory: 16628, top1_acc: 0.3531, top5_acc: 0.6018, loss_cls: 2.9753, loss: 2.9753, grad_norm: 1.8332 2021-01-22 11:54:36,277 - mmaction - INFO - Epoch [89][1920/2147] lr: 1.471e-01, eta: 6 days, 22:01:01, time: 1.525, data_time: 0.002, memory: 16628, top1_acc: 0.3406, top5_acc: 0.5969, loss_cls: 3.0108, loss: 3.0108, grad_norm: 1.8263 2021-01-22 11:55:07,376 - mmaction - INFO - Epoch [89][1940/2147] lr: 1.471e-01, eta: 6 days, 22:00:24, time: 1.555, data_time: 0.006, memory: 16628, top1_acc: 0.3500, top5_acc: 0.5964, loss_cls: 2.9819, loss: 2.9819, grad_norm: 1.8515 2021-01-22 11:55:40,067 - mmaction - INFO - Epoch [89][1960/2147] lr: 1.471e-01, eta: 6 days, 21:59:49, time: 1.637, data_time: 0.005, memory: 16628, top1_acc: 0.3607, top5_acc: 0.6116, loss_cls: 2.9147, loss: 2.9147, grad_norm: 1.8253 2021-01-22 11:56:10,892 - mmaction - INFO - Epoch [89][1980/2147] lr: 1.471e-01, eta: 6 days, 21:59:11, time: 1.536, data_time: 0.004, memory: 16628, top1_acc: 0.3589, top5_acc: 0.6134, loss_cls: 2.9222, loss: 2.9222, grad_norm: 1.8230 2021-01-22 11:56:43,180 - mmaction - INFO - Epoch [89][2000/2147] lr: 1.471e-01, eta: 6 days, 21:58:33, time: 1.544, data_time: 0.007, memory: 16628, top1_acc: 0.3371, top5_acc: 0.6000, loss_cls: 3.0143, loss: 3.0143, grad_norm: 1.8459 2021-01-22 11:57:20,823 - mmaction - INFO - Epoch [89][2020/2147] lr: 1.471e-01, eta: 6 days, 21:58:11, time: 1.952, data_time: 0.079, memory: 16628, top1_acc: 0.3344, top5_acc: 0.5799, loss_cls: 3.0912, loss: 3.0912, grad_norm: 1.8326 2021-01-22 11:57:55,825 - mmaction - INFO - Epoch [89][2040/2147] lr: 1.471e-01, eta: 6 days, 21:57:41, time: 1.752, data_time: 0.008, memory: 16628, top1_acc: 0.3420, top5_acc: 0.5987, loss_cls: 2.9926, loss: 2.9926, grad_norm: 1.8170 2021-01-22 11:58:26,519 - mmaction - INFO - Epoch [89][2060/2147] lr: 1.471e-01, eta: 6 days, 21:57:02, time: 1.538, data_time: 0.004, memory: 16628, top1_acc: 0.3442, top5_acc: 0.5902, loss_cls: 3.0313, loss: 3.0313, grad_norm: 1.8067 2021-01-22 11:58:55,488 - mmaction - INFO - Epoch [89][2080/2147] lr: 1.471e-01, eta: 6 days, 21:56:21, time: 1.447, data_time: 0.001, memory: 16628, top1_acc: 0.3625, top5_acc: 0.6022, loss_cls: 2.9586, loss: 2.9586, grad_norm: 1.8168 2021-01-22 11:59:25,798 - mmaction - INFO - Epoch [89][2100/2147] lr: 1.471e-01, eta: 6 days, 21:55:42, time: 1.516, data_time: 0.005, memory: 16628, top1_acc: 0.3321, top5_acc: 0.5924, loss_cls: 3.0220, loss: 3.0220, grad_norm: 1.8430 2021-01-22 11:59:54,903 - mmaction - INFO - Epoch [89][2120/2147] lr: 1.471e-01, eta: 6 days, 21:55:01, time: 1.455, data_time: 0.006, memory: 16628, top1_acc: 0.3460, top5_acc: 0.5817, loss_cls: 3.0272, loss: 3.0272, grad_norm: 1.8013 2021-01-22 12:00:25,275 - mmaction - INFO - Epoch [89][2140/2147] lr: 1.471e-01, eta: 6 days, 21:54:22, time: 1.519, data_time: 0.010, memory: 16628, top1_acc: 0.3402, top5_acc: 0.5777, loss_cls: 3.0146, loss: 3.0146, grad_norm: 1.7844 2021-01-22 12:05:40,500 - mmaction - INFO - Epoch [90][20/2147] lr: 1.461e-01, eta: 6 days, 22:01:13, time: 14.411, data_time: 12.731, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5871, loss_cls: 3.0061, loss: 3.0061, grad_norm: 1.8198 2021-01-22 12:06:09,461 - mmaction - INFO - Epoch [90][40/2147] lr: 1.461e-01, eta: 6 days, 22:00:32, time: 1.455, data_time: 0.016, memory: 16628, top1_acc: 0.3504, top5_acc: 0.6063, loss_cls: 2.9503, loss: 2.9503, grad_norm: 1.8269 2021-01-22 12:06:55,245 - mmaction - INFO - Epoch [90][60/2147] lr: 1.461e-01, eta: 6 days, 22:00:22, time: 2.284, data_time: 0.005, memory: 16628, top1_acc: 0.3531, top5_acc: 0.6112, loss_cls: 2.9497, loss: 2.9497, grad_norm: 1.8116 2021-01-22 12:07:27,054 - mmaction - INFO - Epoch [90][80/2147] lr: 1.461e-01, eta: 6 days, 21:59:46, time: 1.598, data_time: 0.013, memory: 16628, top1_acc: 0.3460, top5_acc: 0.5777, loss_cls: 3.0147, loss: 3.0147, grad_norm: 1.7866 2021-01-22 12:07:56,619 - mmaction - INFO - Epoch [90][100/2147] lr: 1.461e-01, eta: 6 days, 21:59:05, time: 1.471, data_time: 0.003, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5929, loss_cls: 3.0392, loss: 3.0392, grad_norm: 1.8224 2021-01-22 12:08:27,810 - mmaction - INFO - Epoch [90][120/2147] lr: 1.461e-01, eta: 6 days, 21:58:28, time: 1.567, data_time: 0.013, memory: 16628, top1_acc: 0.3487, top5_acc: 0.6219, loss_cls: 2.9062, loss: 2.9062, grad_norm: 1.8442 2021-01-22 12:08:57,752 - mmaction - INFO - Epoch [90][140/2147] lr: 1.461e-01, eta: 6 days, 21:57:48, time: 1.492, data_time: 0.001, memory: 16628, top1_acc: 0.3429, top5_acc: 0.5933, loss_cls: 2.9611, loss: 2.9611, grad_norm: 1.8720 2021-01-22 12:09:29,089 - mmaction - INFO - Epoch [90][160/2147] lr: 1.461e-01, eta: 6 days, 21:57:10, time: 1.550, data_time: 0.007, memory: 16628, top1_acc: 0.3554, top5_acc: 0.5924, loss_cls: 3.0122, loss: 3.0122, grad_norm: 1.8780 2021-01-22 12:09:58,045 - mmaction - INFO - Epoch [90][180/2147] lr: 1.461e-01, eta: 6 days, 21:56:30, time: 1.468, data_time: 0.024, memory: 16628, top1_acc: 0.3397, top5_acc: 0.6107, loss_cls: 2.9763, loss: 2.9763, grad_norm: 1.8248 2021-01-22 12:10:28,193 - mmaction - INFO - Epoch [90][200/2147] lr: 1.461e-01, eta: 6 days, 21:55:50, time: 1.506, data_time: 0.012, memory: 16628, top1_acc: 0.3696, top5_acc: 0.6089, loss_cls: 2.9111, loss: 2.9111, grad_norm: 1.8153 2021-01-22 12:10:57,140 - mmaction - INFO - Epoch [90][220/2147] lr: 1.461e-01, eta: 6 days, 21:55:09, time: 1.449, data_time: 0.012, memory: 16628, top1_acc: 0.3513, top5_acc: 0.5946, loss_cls: 2.9679, loss: 2.9679, grad_norm: 1.8191 2021-01-22 12:11:28,142 - mmaction - INFO - Epoch [90][240/2147] lr: 1.461e-01, eta: 6 days, 21:54:31, time: 1.549, data_time: 0.007, memory: 16628, top1_acc: 0.3509, top5_acc: 0.6076, loss_cls: 2.9356, loss: 2.9356, grad_norm: 1.8013 2021-01-22 12:12:09,937 - mmaction - INFO - Epoch [90][260/2147] lr: 1.461e-01, eta: 6 days, 21:54:13, time: 2.087, data_time: 0.010, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5920, loss_cls: 3.0121, loss: 3.0121, grad_norm: 1.8600 2021-01-22 12:12:42,431 - mmaction - INFO - Epoch [90][280/2147] lr: 1.461e-01, eta: 6 days, 21:53:39, time: 1.631, data_time: 0.011, memory: 16628, top1_acc: 0.3509, top5_acc: 0.6004, loss_cls: 2.9770, loss: 2.9770, grad_norm: 1.8060 2021-01-22 12:13:15,185 - mmaction - INFO - Epoch [90][300/2147] lr: 1.461e-01, eta: 6 days, 21:53:04, time: 1.633, data_time: 0.001, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5929, loss_cls: 3.0277, loss: 3.0277, grad_norm: 1.8952 2021-01-22 12:13:46,731 - mmaction - INFO - Epoch [90][320/2147] lr: 1.461e-01, eta: 6 days, 21:52:27, time: 1.580, data_time: 0.010, memory: 16628, top1_acc: 0.3531, top5_acc: 0.6031, loss_cls: 2.9989, loss: 2.9989, grad_norm: 1.8560 2021-01-22 12:14:15,477 - mmaction - INFO - Epoch [90][340/2147] lr: 1.461e-01, eta: 6 days, 21:51:45, time: 1.436, data_time: 0.007, memory: 16628, top1_acc: 0.3554, top5_acc: 0.6107, loss_cls: 2.9727, loss: 2.9727, grad_norm: 1.8487 2021-01-22 12:14:44,305 - mmaction - INFO - Epoch [90][360/2147] lr: 1.461e-01, eta: 6 days, 21:51:04, time: 1.444, data_time: 0.007, memory: 16628, top1_acc: 0.3513, top5_acc: 0.6076, loss_cls: 2.9764, loss: 2.9764, grad_norm: 1.8151 2021-01-22 12:15:15,784 - mmaction - INFO - Epoch [90][380/2147] lr: 1.461e-01, eta: 6 days, 21:50:27, time: 1.573, data_time: 0.001, memory: 16628, top1_acc: 0.3406, top5_acc: 0.5897, loss_cls: 3.0333, loss: 3.0333, grad_norm: 1.8457 2021-01-22 12:15:46,985 - mmaction - INFO - Epoch [90][400/2147] lr: 1.461e-01, eta: 6 days, 21:49:50, time: 1.558, data_time: 0.003, memory: 16628, top1_acc: 0.3317, top5_acc: 0.5804, loss_cls: 3.0887, loss: 3.0887, grad_norm: 1.8244 2021-01-22 12:16:16,751 - mmaction - INFO - Epoch [90][420/2147] lr: 1.461e-01, eta: 6 days, 21:49:09, time: 1.488, data_time: 0.005, memory: 16628, top1_acc: 0.3344, top5_acc: 0.6022, loss_cls: 3.0126, loss: 3.0126, grad_norm: 1.8415 2021-01-22 12:16:46,673 - mmaction - INFO - Epoch [90][440/2147] lr: 1.461e-01, eta: 6 days, 21:48:29, time: 1.470, data_time: 0.007, memory: 16628, top1_acc: 0.3295, top5_acc: 0.5982, loss_cls: 3.0320, loss: 3.0320, grad_norm: 1.8796 2021-01-22 12:17:20,739 - mmaction - INFO - Epoch [90][460/2147] lr: 1.461e-01, eta: 6 days, 21:47:58, time: 1.728, data_time: 0.036, memory: 16628, top1_acc: 0.3473, top5_acc: 0.6054, loss_cls: 3.0057, loss: 3.0057, grad_norm: 1.8546 2021-01-22 12:17:50,962 - mmaction - INFO - Epoch [90][480/2147] lr: 1.461e-01, eta: 6 days, 21:47:19, time: 1.516, data_time: 0.010, memory: 16628, top1_acc: 0.3438, top5_acc: 0.5951, loss_cls: 2.9538, loss: 2.9538, grad_norm: 1.8285 2021-01-22 12:18:21,676 - mmaction - INFO - Epoch [90][500/2147] lr: 1.461e-01, eta: 6 days, 21:46:40, time: 1.533, data_time: 0.002, memory: 16628, top1_acc: 0.3420, top5_acc: 0.6054, loss_cls: 2.9362, loss: 2.9362, grad_norm: 1.8688 2021-01-22 12:18:51,362 - mmaction - INFO - Epoch [90][520/2147] lr: 1.461e-01, eta: 6 days, 21:46:00, time: 1.482, data_time: 0.008, memory: 16628, top1_acc: 0.3357, top5_acc: 0.5955, loss_cls: 2.9999, loss: 2.9999, grad_norm: 1.8320 2021-01-22 12:19:22,780 - mmaction - INFO - Epoch [90][540/2147] lr: 1.461e-01, eta: 6 days, 21:45:23, time: 1.576, data_time: 0.007, memory: 16628, top1_acc: 0.3451, top5_acc: 0.6004, loss_cls: 2.9747, loss: 2.9747, grad_norm: 1.8273 2021-01-22 12:19:52,518 - mmaction - INFO - Epoch [90][560/2147] lr: 1.461e-01, eta: 6 days, 21:44:43, time: 1.486, data_time: 0.002, memory: 16628, top1_acc: 0.3661, top5_acc: 0.6049, loss_cls: 2.9505, loss: 2.9505, grad_norm: 1.8340 2021-01-22 12:20:24,289 - mmaction - INFO - Epoch [90][580/2147] lr: 1.461e-01, eta: 6 days, 21:44:07, time: 1.582, data_time: 0.002, memory: 16628, top1_acc: 0.3527, top5_acc: 0.5973, loss_cls: 2.9716, loss: 2.9716, grad_norm: 1.8114 2021-01-22 12:20:53,474 - mmaction - INFO - Epoch [90][600/2147] lr: 1.461e-01, eta: 6 days, 21:43:26, time: 1.461, data_time: 0.012, memory: 16628, top1_acc: 0.3576, top5_acc: 0.6183, loss_cls: 2.8769, loss: 2.8769, grad_norm: 1.8025 2021-01-22 12:21:23,092 - mmaction - INFO - Epoch [90][620/2147] lr: 1.461e-01, eta: 6 days, 21:42:46, time: 1.482, data_time: 0.006, memory: 16628, top1_acc: 0.3388, top5_acc: 0.5978, loss_cls: 2.9929, loss: 2.9929, grad_norm: 1.8701 2021-01-22 12:22:10,766 - mmaction - INFO - Epoch [90][640/2147] lr: 1.461e-01, eta: 6 days, 21:42:39, time: 2.376, data_time: 0.010, memory: 16628, top1_acc: 0.3576, top5_acc: 0.6058, loss_cls: 2.9115, loss: 2.9115, grad_norm: 1.8203 2021-01-22 12:22:41,897 - mmaction - INFO - Epoch [90][660/2147] lr: 1.461e-01, eta: 6 days, 21:42:01, time: 1.559, data_time: 0.016, memory: 16628, top1_acc: 0.3683, top5_acc: 0.6031, loss_cls: 2.9162, loss: 2.9162, grad_norm: 1.8479 2021-01-22 12:23:13,246 - mmaction - INFO - Epoch [90][680/2147] lr: 1.461e-01, eta: 6 days, 21:41:25, time: 1.571, data_time: 0.017, memory: 16628, top1_acc: 0.3522, top5_acc: 0.5964, loss_cls: 2.9843, loss: 2.9843, grad_norm: 1.8716 2021-01-22 12:23:43,228 - mmaction - INFO - Epoch [90][700/2147] lr: 1.461e-01, eta: 6 days, 21:40:45, time: 1.495, data_time: 0.008, memory: 16628, top1_acc: 0.3433, top5_acc: 0.6085, loss_cls: 2.9598, loss: 2.9598, grad_norm: 1.8833 2021-01-22 12:24:12,783 - mmaction - INFO - Epoch [90][720/2147] lr: 1.461e-01, eta: 6 days, 21:40:05, time: 1.485, data_time: 0.017, memory: 16628, top1_acc: 0.3371, top5_acc: 0.5826, loss_cls: 3.0140, loss: 3.0140, grad_norm: 1.8592 2021-01-22 12:24:42,361 - mmaction - INFO - Epoch [90][740/2147] lr: 1.461e-01, eta: 6 days, 21:39:24, time: 1.480, data_time: 0.008, memory: 16628, top1_acc: 0.3406, top5_acc: 0.6138, loss_cls: 2.9162, loss: 2.9162, grad_norm: 1.8644 2021-01-22 12:25:13,865 - mmaction - INFO - Epoch [90][760/2147] lr: 1.461e-01, eta: 6 days, 21:38:48, time: 1.574, data_time: 0.014, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5817, loss_cls: 3.0701, loss: 3.0701, grad_norm: 1.8472 2021-01-22 12:25:46,670 - mmaction - INFO - Epoch [90][780/2147] lr: 1.461e-01, eta: 6 days, 21:38:13, time: 1.641, data_time: 0.010, memory: 16628, top1_acc: 0.3491, top5_acc: 0.6080, loss_cls: 2.9541, loss: 2.9541, grad_norm: 1.8606 2021-01-22 12:26:17,384 - mmaction - INFO - Epoch [90][800/2147] lr: 1.461e-01, eta: 6 days, 21:37:35, time: 1.535, data_time: 0.008, memory: 16628, top1_acc: 0.3388, top5_acc: 0.6156, loss_cls: 2.9945, loss: 2.9945, grad_norm: 1.9200 2021-01-22 12:26:53,628 - mmaction - INFO - Epoch [90][820/2147] lr: 1.461e-01, eta: 6 days, 21:37:07, time: 1.813, data_time: 0.004, memory: 16628, top1_acc: 0.3437, top5_acc: 0.5973, loss_cls: 3.0050, loss: 3.0050, grad_norm: 1.8612 2021-01-22 12:27:23,938 - mmaction - INFO - Epoch [90][840/2147] lr: 1.461e-01, eta: 6 days, 21:36:28, time: 1.510, data_time: 0.006, memory: 16628, top1_acc: 0.3612, top5_acc: 0.6147, loss_cls: 2.9136, loss: 2.9136, grad_norm: 1.8537 2021-01-22 12:27:54,771 - mmaction - INFO - Epoch [90][860/2147] lr: 1.461e-01, eta: 6 days, 21:35:50, time: 1.547, data_time: 0.009, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5996, loss_cls: 3.0293, loss: 3.0293, grad_norm: 1.8774 2021-01-22 12:28:23,415 - mmaction - INFO - Epoch [90][880/2147] lr: 1.461e-01, eta: 6 days, 21:35:08, time: 1.434, data_time: 0.004, memory: 16628, top1_acc: 0.3496, top5_acc: 0.6045, loss_cls: 2.9820, loss: 2.9820, grad_norm: 1.8764 2021-01-22 12:28:52,286 - mmaction - INFO - Epoch [90][900/2147] lr: 1.461e-01, eta: 6 days, 21:34:27, time: 1.443, data_time: 0.002, memory: 16628, top1_acc: 0.3357, top5_acc: 0.5813, loss_cls: 3.0318, loss: 3.0318, grad_norm: 1.8310 2021-01-22 12:29:22,333 - mmaction - INFO - Epoch [90][920/2147] lr: 1.461e-01, eta: 6 days, 21:33:47, time: 1.503, data_time: 0.007, memory: 16628, top1_acc: 0.3451, top5_acc: 0.5888, loss_cls: 3.0232, loss: 3.0232, grad_norm: 1.8396 2021-01-22 12:29:51,674 - mmaction - INFO - Epoch [90][940/2147] lr: 1.461e-01, eta: 6 days, 21:33:06, time: 1.462, data_time: 0.002, memory: 16628, top1_acc: 0.3429, top5_acc: 0.6080, loss_cls: 2.9532, loss: 2.9532, grad_norm: 1.8344 2021-01-22 12:30:23,633 - mmaction - INFO - Epoch [90][960/2147] lr: 1.461e-01, eta: 6 days, 21:32:30, time: 1.602, data_time: 0.013, memory: 16628, top1_acc: 0.3545, top5_acc: 0.6004, loss_cls: 2.9774, loss: 2.9774, grad_norm: 1.8314 2021-01-22 12:30:52,283 - mmaction - INFO - Epoch [90][980/2147] lr: 1.461e-01, eta: 6 days, 21:31:48, time: 1.434, data_time: 0.003, memory: 16628, top1_acc: 0.3429, top5_acc: 0.5938, loss_cls: 3.0136, loss: 3.0136, grad_norm: 1.8455 2021-01-22 12:31:21,697 - mmaction - INFO - Epoch [90][1000/2147] lr: 1.461e-01, eta: 6 days, 21:31:08, time: 1.468, data_time: 0.004, memory: 16628, top1_acc: 0.3487, top5_acc: 0.6134, loss_cls: 2.9147, loss: 2.9147, grad_norm: 1.8586 2021-01-22 12:31:53,954 - mmaction - INFO - Epoch [90][1020/2147] lr: 1.461e-01, eta: 6 days, 21:30:32, time: 1.615, data_time: 0.004, memory: 16628, top1_acc: 0.3527, top5_acc: 0.6161, loss_cls: 2.9458, loss: 2.9458, grad_norm: 1.8132 2021-01-22 12:32:24,498 - mmaction - INFO - Epoch [90][1040/2147] lr: 1.461e-01, eta: 6 days, 21:29:54, time: 1.528, data_time: 0.003, memory: 16628, top1_acc: 0.3344, top5_acc: 0.5915, loss_cls: 3.0351, loss: 3.0351, grad_norm: 1.8585 2021-01-22 12:32:56,037 - mmaction - INFO - Epoch [90][1060/2147] lr: 1.461e-01, eta: 6 days, 21:29:17, time: 1.577, data_time: 0.001, memory: 16628, top1_acc: 0.3415, top5_acc: 0.6067, loss_cls: 3.0058, loss: 3.0058, grad_norm: 1.8270 2021-01-22 12:33:25,245 - mmaction - INFO - Epoch [90][1080/2147] lr: 1.461e-01, eta: 6 days, 21:28:36, time: 1.458, data_time: 0.006, memory: 16628, top1_acc: 0.3388, top5_acc: 0.5987, loss_cls: 3.0050, loss: 3.0050, grad_norm: 1.8389 2021-01-22 12:33:54,018 - mmaction - INFO - Epoch [90][1100/2147] lr: 1.461e-01, eta: 6 days, 21:27:54, time: 1.441, data_time: 0.007, memory: 16628, top1_acc: 0.3496, top5_acc: 0.5933, loss_cls: 2.9882, loss: 2.9882, grad_norm: 1.8246 2021-01-22 12:34:23,345 - mmaction - INFO - Epoch [90][1120/2147] lr: 1.461e-01, eta: 6 days, 21:27:14, time: 1.466, data_time: 0.002, memory: 16628, top1_acc: 0.3446, top5_acc: 0.6183, loss_cls: 2.9402, loss: 2.9402, grad_norm: 1.8253 2021-01-22 12:34:52,725 - mmaction - INFO - Epoch [90][1140/2147] lr: 1.461e-01, eta: 6 days, 21:26:33, time: 1.469, data_time: 0.003, memory: 16628, top1_acc: 0.3594, top5_acc: 0.6112, loss_cls: 2.9639, loss: 2.9639, grad_norm: 1.8646 2021-01-22 12:35:21,727 - mmaction - INFO - Epoch [90][1160/2147] lr: 1.461e-01, eta: 6 days, 21:25:52, time: 1.451, data_time: 0.004, memory: 16628, top1_acc: 0.3460, top5_acc: 0.6045, loss_cls: 2.9994, loss: 2.9994, grad_norm: 1.8351 2021-01-22 12:35:55,123 - mmaction - INFO - Epoch [90][1180/2147] lr: 1.461e-01, eta: 6 days, 21:25:18, time: 1.665, data_time: 0.008, memory: 16628, top1_acc: 0.3402, top5_acc: 0.5911, loss_cls: 3.0637, loss: 3.0637, grad_norm: 1.7953 2021-01-22 12:36:26,088 - mmaction - INFO - Epoch [90][1200/2147] lr: 1.461e-01, eta: 6 days, 21:24:41, time: 1.554, data_time: 0.009, memory: 16628, top1_acc: 0.3464, top5_acc: 0.6009, loss_cls: 2.9887, loss: 2.9887, grad_norm: 1.8279 2021-01-22 12:37:05,425 - mmaction - INFO - Epoch [90][1220/2147] lr: 1.461e-01, eta: 6 days, 21:24:18, time: 1.962, data_time: 0.003, memory: 16628, top1_acc: 0.3455, top5_acc: 0.6004, loss_cls: 2.9766, loss: 2.9766, grad_norm: 1.8950 2021-01-22 12:37:37,026 - mmaction - INFO - Epoch [90][1240/2147] lr: 1.461e-01, eta: 6 days, 21:23:42, time: 1.581, data_time: 0.010, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5844, loss_cls: 3.0642, loss: 3.0642, grad_norm: 1.8205 2021-01-22 12:38:05,770 - mmaction - INFO - Epoch [90][1260/2147] lr: 1.461e-01, eta: 6 days, 21:23:00, time: 1.439, data_time: 0.007, memory: 16628, top1_acc: 0.3437, top5_acc: 0.6103, loss_cls: 2.9551, loss: 2.9551, grad_norm: 1.8111 2021-01-22 12:38:39,398 - mmaction - INFO - Epoch [90][1280/2147] lr: 1.461e-01, eta: 6 days, 21:22:27, time: 1.682, data_time: 0.008, memory: 16628, top1_acc: 0.3321, top5_acc: 0.5942, loss_cls: 3.0525, loss: 3.0525, grad_norm: 1.8674 2021-01-22 12:39:11,213 - mmaction - INFO - Epoch [90][1300/2147] lr: 1.461e-01, eta: 6 days, 21:21:51, time: 1.589, data_time: 0.006, memory: 16628, top1_acc: 0.3442, top5_acc: 0.5871, loss_cls: 3.0151, loss: 3.0151, grad_norm: 1.8221 2021-01-22 12:39:41,250 - mmaction - INFO - Epoch [90][1320/2147] lr: 1.461e-01, eta: 6 days, 21:21:11, time: 1.498, data_time: 0.008, memory: 16628, top1_acc: 0.3513, top5_acc: 0.6054, loss_cls: 2.9442, loss: 2.9442, grad_norm: 1.8036 2021-01-22 12:40:10,010 - mmaction - INFO - Epoch [90][1340/2147] lr: 1.461e-01, eta: 6 days, 21:20:30, time: 1.446, data_time: 0.011, memory: 16628, top1_acc: 0.3433, top5_acc: 0.5964, loss_cls: 3.0228, loss: 3.0228, grad_norm: 1.8312 2021-01-22 12:40:40,202 - mmaction - INFO - Epoch [90][1360/2147] lr: 1.461e-01, eta: 6 days, 21:19:51, time: 1.510, data_time: 0.003, memory: 16628, top1_acc: 0.3482, top5_acc: 0.5929, loss_cls: 3.0071, loss: 3.0071, grad_norm: 1.8379 2021-01-22 12:41:09,138 - mmaction - INFO - Epoch [90][1380/2147] lr: 1.461e-01, eta: 6 days, 21:19:09, time: 1.447, data_time: 0.002, memory: 16628, top1_acc: 0.3545, top5_acc: 0.6054, loss_cls: 2.9591, loss: 2.9591, grad_norm: 1.8309 2021-01-22 12:41:40,288 - mmaction - INFO - Epoch [90][1400/2147] lr: 1.461e-01, eta: 6 days, 21:18:32, time: 1.546, data_time: 0.005, memory: 16628, top1_acc: 0.3437, top5_acc: 0.5991, loss_cls: 3.0087, loss: 3.0087, grad_norm: 1.8228 2021-01-22 12:42:11,317 - mmaction - INFO - Epoch [90][1420/2147] lr: 1.461e-01, eta: 6 days, 21:17:54, time: 1.563, data_time: 0.013, memory: 16628, top1_acc: 0.3272, top5_acc: 0.6022, loss_cls: 3.0020, loss: 3.0020, grad_norm: 1.8287 2021-01-22 12:42:44,066 - mmaction - INFO - Epoch [90][1440/2147] lr: 1.461e-01, eta: 6 days, 21:17:20, time: 1.637, data_time: 0.003, memory: 16628, top1_acc: 0.3388, top5_acc: 0.6067, loss_cls: 2.9777, loss: 2.9777, grad_norm: 1.8594 2021-01-22 12:43:14,254 - mmaction - INFO - Epoch [90][1460/2147] lr: 1.461e-01, eta: 6 days, 21:16:41, time: 1.510, data_time: 0.002, memory: 16628, top1_acc: 0.3554, top5_acc: 0.6165, loss_cls: 2.9172, loss: 2.9172, grad_norm: 1.8148 2021-01-22 12:43:46,720 - mmaction - INFO - Epoch [90][1480/2147] lr: 1.461e-01, eta: 6 days, 21:16:06, time: 1.620, data_time: 0.003, memory: 16628, top1_acc: 0.3308, top5_acc: 0.5777, loss_cls: 3.0935, loss: 3.0935, grad_norm: 1.8350 2021-01-22 12:44:16,045 - mmaction - INFO - Epoch [90][1500/2147] lr: 1.461e-01, eta: 6 days, 21:15:25, time: 1.470, data_time: 0.006, memory: 16628, top1_acc: 0.3504, top5_acc: 0.5960, loss_cls: 2.9808, loss: 2.9808, grad_norm: 1.7599 2021-01-22 12:44:48,230 - mmaction - INFO - Epoch [90][1520/2147] lr: 1.461e-01, eta: 6 days, 21:14:50, time: 1.605, data_time: 0.005, memory: 16628, top1_acc: 0.3567, top5_acc: 0.5973, loss_cls: 2.9806, loss: 2.9806, grad_norm: 1.7911 2021-01-22 12:45:16,768 - mmaction - INFO - Epoch [90][1540/2147] lr: 1.461e-01, eta: 6 days, 21:14:07, time: 1.428, data_time: 0.006, memory: 16628, top1_acc: 0.3576, top5_acc: 0.6161, loss_cls: 2.8888, loss: 2.8888, grad_norm: 1.8007 2021-01-22 12:45:49,489 - mmaction - INFO - Epoch [90][1560/2147] lr: 1.461e-01, eta: 6 days, 21:13:33, time: 1.636, data_time: 0.009, memory: 16628, top1_acc: 0.3366, top5_acc: 0.6013, loss_cls: 2.9683, loss: 2.9683, grad_norm: 1.8436 2021-01-22 12:46:19,110 - mmaction - INFO - Epoch [90][1580/2147] lr: 1.461e-01, eta: 6 days, 21:12:53, time: 1.481, data_time: 0.005, memory: 16628, top1_acc: 0.3437, top5_acc: 0.5848, loss_cls: 3.0358, loss: 3.0358, grad_norm: 1.8500 2021-01-22 12:46:59,928 - mmaction - INFO - Epoch [90][1600/2147] lr: 1.461e-01, eta: 6 days, 21:12:33, time: 2.043, data_time: 0.006, memory: 16628, top1_acc: 0.3415, top5_acc: 0.5942, loss_cls: 2.9705, loss: 2.9705, grad_norm: 1.7980 2021-01-22 12:47:28,741 - mmaction - INFO - Epoch [90][1620/2147] lr: 1.461e-01, eta: 6 days, 21:11:52, time: 1.439, data_time: 0.008, memory: 16628, top1_acc: 0.3455, top5_acc: 0.5955, loss_cls: 2.9823, loss: 2.9823, grad_norm: 1.8003 2021-01-22 12:48:01,003 - mmaction - INFO - Epoch [90][1640/2147] lr: 1.461e-01, eta: 6 days, 21:11:16, time: 1.614, data_time: 0.006, memory: 16628, top1_acc: 0.3397, top5_acc: 0.5982, loss_cls: 2.9892, loss: 2.9892, grad_norm: 1.8123 2021-01-22 12:48:31,793 - mmaction - INFO - Epoch [90][1660/2147] lr: 1.461e-01, eta: 6 days, 21:10:39, time: 1.541, data_time: 0.003, memory: 16628, top1_acc: 0.3482, top5_acc: 0.6076, loss_cls: 2.9616, loss: 2.9616, grad_norm: 1.8233 2021-01-22 12:49:04,226 - mmaction - INFO - Epoch [90][1680/2147] lr: 1.461e-01, eta: 6 days, 21:10:03, time: 1.618, data_time: 0.003, memory: 16628, top1_acc: 0.3567, top5_acc: 0.6058, loss_cls: 3.0005, loss: 3.0005, grad_norm: 1.8291 2021-01-22 12:49:36,705 - mmaction - INFO - Epoch [90][1700/2147] lr: 1.461e-01, eta: 6 days, 21:09:29, time: 1.627, data_time: 0.006, memory: 16628, top1_acc: 0.3531, top5_acc: 0.5978, loss_cls: 2.9646, loss: 2.9646, grad_norm: 1.7907 2021-01-22 12:50:06,984 - mmaction - INFO - Epoch [90][1720/2147] lr: 1.461e-01, eta: 6 days, 21:08:50, time: 1.514, data_time: 0.003, memory: 16628, top1_acc: 0.3321, top5_acc: 0.5879, loss_cls: 3.0225, loss: 3.0225, grad_norm: 1.8808 2021-01-22 12:50:36,478 - mmaction - INFO - Epoch [90][1740/2147] lr: 1.461e-01, eta: 6 days, 21:08:09, time: 1.469, data_time: 0.003, memory: 16628, top1_acc: 0.3554, top5_acc: 0.5982, loss_cls: 2.9574, loss: 2.9574, grad_norm: 1.8422 2021-01-22 12:51:06,258 - mmaction - INFO - Epoch [90][1760/2147] lr: 1.461e-01, eta: 6 days, 21:07:29, time: 1.493, data_time: 0.009, memory: 16628, top1_acc: 0.3464, top5_acc: 0.6152, loss_cls: 2.9505, loss: 2.9505, grad_norm: 1.8260 2021-01-22 12:51:43,371 - mmaction - INFO - Epoch [90][1780/2147] lr: 1.461e-01, eta: 6 days, 21:06:55, time: 1.649, data_time: 0.004, memory: 16628, top1_acc: 0.3388, top5_acc: 0.6031, loss_cls: 2.9864, loss: 2.9864, grad_norm: 1.8192 2021-01-22 12:52:16,632 - mmaction - INFO - Epoch [90][1800/2147] lr: 1.461e-01, eta: 6 days, 21:06:29, time: 1.863, data_time: 0.217, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5942, loss_cls: 3.0405, loss: 3.0405, grad_norm: 1.8656 2021-01-22 12:52:50,243 - mmaction - INFO - Epoch [90][1820/2147] lr: 1.461e-01, eta: 6 days, 21:05:57, time: 1.681, data_time: 0.021, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5906, loss_cls: 3.0322, loss: 3.0322, grad_norm: 1.8532 2021-01-22 12:53:18,924 - mmaction - INFO - Epoch [90][1840/2147] lr: 1.461e-01, eta: 6 days, 21:05:15, time: 1.442, data_time: 0.011, memory: 16628, top1_acc: 0.3451, top5_acc: 0.5884, loss_cls: 2.9845, loss: 2.9845, grad_norm: 1.7816 2021-01-22 12:53:49,047 - mmaction - INFO - Epoch [90][1860/2147] lr: 1.461e-01, eta: 6 days, 21:04:36, time: 1.503, data_time: 0.002, memory: 16628, top1_acc: 0.3513, top5_acc: 0.6098, loss_cls: 2.9344, loss: 2.9344, grad_norm: 1.8451 2021-01-22 12:54:23,225 - mmaction - INFO - Epoch [90][1880/2147] lr: 1.461e-01, eta: 6 days, 21:04:04, time: 1.713, data_time: 0.007, memory: 16628, top1_acc: 0.3558, top5_acc: 0.5969, loss_cls: 2.9934, loss: 2.9934, grad_norm: 1.8453 2021-01-22 12:54:51,797 - mmaction - INFO - Epoch [90][1900/2147] lr: 1.461e-01, eta: 6 days, 21:03:22, time: 1.427, data_time: 0.003, memory: 16628, top1_acc: 0.3438, top5_acc: 0.5978, loss_cls: 2.9903, loss: 2.9903, grad_norm: 1.8346 2021-01-22 12:55:32,089 - mmaction - INFO - Epoch [90][1920/2147] lr: 1.461e-01, eta: 6 days, 21:03:01, time: 2.005, data_time: 0.005, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5946, loss_cls: 3.0044, loss: 3.0044, grad_norm: 1.8562 2021-01-22 12:56:01,187 - mmaction - INFO - Epoch [90][1940/2147] lr: 1.461e-01, eta: 6 days, 21:02:20, time: 1.466, data_time: 0.018, memory: 16628, top1_acc: 0.3509, top5_acc: 0.6098, loss_cls: 2.9707, loss: 2.9707, grad_norm: 1.8273 2021-01-22 12:56:35,954 - mmaction - INFO - Epoch [90][1960/2147] lr: 1.461e-01, eta: 6 days, 21:01:49, time: 1.733, data_time: 0.003, memory: 16628, top1_acc: 0.3607, top5_acc: 0.6156, loss_cls: 2.8915, loss: 2.8915, grad_norm: 1.8387 2021-01-22 12:57:05,523 - mmaction - INFO - Epoch [90][1980/2147] lr: 1.461e-01, eta: 6 days, 21:01:09, time: 1.481, data_time: 0.008, memory: 16628, top1_acc: 0.3460, top5_acc: 0.5933, loss_cls: 2.9864, loss: 2.9864, grad_norm: 1.8487 2021-01-22 12:57:38,844 - mmaction - INFO - Epoch [90][2000/2147] lr: 1.461e-01, eta: 6 days, 21:00:36, time: 1.663, data_time: 0.009, memory: 16628, top1_acc: 0.3540, top5_acc: 0.6018, loss_cls: 2.9522, loss: 2.9522, grad_norm: 1.8390 2021-01-22 12:58:07,350 - mmaction - INFO - Epoch [90][2020/2147] lr: 1.461e-01, eta: 6 days, 20:59:54, time: 1.432, data_time: 0.008, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5929, loss_cls: 3.0496, loss: 3.0496, grad_norm: 1.8392 2021-01-22 12:58:35,847 - mmaction - INFO - Epoch [90][2040/2147] lr: 1.461e-01, eta: 6 days, 20:59:12, time: 1.425, data_time: 0.004, memory: 16628, top1_acc: 0.3509, top5_acc: 0.6147, loss_cls: 2.9287, loss: 2.9287, grad_norm: 1.8049 2021-01-22 12:59:05,116 - mmaction - INFO - Epoch [90][2060/2147] lr: 1.461e-01, eta: 6 days, 20:58:31, time: 1.461, data_time: 0.010, memory: 16628, top1_acc: 0.3437, top5_acc: 0.5969, loss_cls: 2.9857, loss: 2.9857, grad_norm: 1.8259 2021-01-22 12:59:34,023 - mmaction - INFO - Epoch [90][2080/2147] lr: 1.461e-01, eta: 6 days, 20:57:49, time: 1.449, data_time: 0.005, memory: 16628, top1_acc: 0.3379, top5_acc: 0.5826, loss_cls: 3.0581, loss: 3.0581, grad_norm: 1.8177 2021-01-22 13:00:07,411 - mmaction - INFO - Epoch [90][2100/2147] lr: 1.461e-01, eta: 6 days, 20:57:16, time: 1.667, data_time: 0.004, memory: 16628, top1_acc: 0.3527, top5_acc: 0.5871, loss_cls: 2.9889, loss: 2.9889, grad_norm: 1.7882 2021-01-22 13:00:36,169 - mmaction - INFO - Epoch [90][2120/2147] lr: 1.461e-01, eta: 6 days, 20:56:34, time: 1.441, data_time: 0.014, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5911, loss_cls: 3.0350, loss: 3.0350, grad_norm: 1.8664 2021-01-22 13:01:11,228 - mmaction - INFO - Epoch [90][2140/2147] lr: 1.461e-01, eta: 6 days, 20:56:04, time: 1.735, data_time: 0.005, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5884, loss_cls: 3.0383, loss: 3.0383, grad_norm: 1.8845 2021-01-22 13:20:20,137 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-22 13:20:20,995 - mmaction - INFO - top1_acc 0.3851 top5_acc 0.6604 2021-01-22 13:20:20,995 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-22 13:20:21,151 - mmaction - INFO - mean_acc 0.3850 2021-01-22 13:20:21,178 - mmaction - INFO - Epoch(val) [90][2147] top1_acc: 0.3851, top5_acc: 0.6604, mean_class_accuracy: 0.3850 2021-01-22 13:25:28,608 - mmaction - INFO - Epoch [91][20/2147] lr: 1.450e-01, eta: 6 days, 21:03:23, time: 15.369, data_time: 13.750, memory: 16628, top1_acc: 0.3388, top5_acc: 0.5911, loss_cls: 3.0082, loss: 3.0082, grad_norm: 1.8274 2021-01-22 13:25:58,188 - mmaction - INFO - Epoch [91][40/2147] lr: 1.450e-01, eta: 6 days, 21:02:42, time: 1.479, data_time: 0.009, memory: 16628, top1_acc: 0.3589, top5_acc: 0.5955, loss_cls: 2.9650, loss: 2.9650, grad_norm: 1.8136 2021-01-22 13:26:27,303 - mmaction - INFO - Epoch [91][60/2147] lr: 1.450e-01, eta: 6 days, 21:02:01, time: 1.457, data_time: 0.009, memory: 16628, top1_acc: 0.3513, top5_acc: 0.6080, loss_cls: 2.9796, loss: 2.9796, grad_norm: 1.8824 2021-01-22 13:27:00,770 - mmaction - INFO - Epoch [91][80/2147] lr: 1.450e-01, eta: 6 days, 21:01:28, time: 1.673, data_time: 0.002, memory: 16628, top1_acc: 0.3594, top5_acc: 0.6036, loss_cls: 2.9337, loss: 2.9337, grad_norm: 1.8107 2021-01-22 13:27:32,213 - mmaction - INFO - Epoch [91][100/2147] lr: 1.450e-01, eta: 6 days, 21:00:51, time: 1.572, data_time: 0.017, memory: 16628, top1_acc: 0.3585, top5_acc: 0.6326, loss_cls: 2.8466, loss: 2.8466, grad_norm: 1.8153 2021-01-22 13:28:01,248 - mmaction - INFO - Epoch [91][120/2147] lr: 1.450e-01, eta: 6 days, 21:00:10, time: 1.449, data_time: 0.004, memory: 16628, top1_acc: 0.3714, top5_acc: 0.6228, loss_cls: 2.9339, loss: 2.9339, grad_norm: 1.8368 2021-01-22 13:28:30,281 - mmaction - INFO - Epoch [91][140/2147] lr: 1.450e-01, eta: 6 days, 20:59:29, time: 1.454, data_time: 0.007, memory: 16628, top1_acc: 0.3554, top5_acc: 0.6210, loss_cls: 2.8857, loss: 2.8857, grad_norm: 1.8638 2021-01-22 13:28:59,457 - mmaction - INFO - Epoch [91][160/2147] lr: 1.450e-01, eta: 6 days, 20:58:48, time: 1.456, data_time: 0.003, memory: 16628, top1_acc: 0.3638, top5_acc: 0.6286, loss_cls: 2.8540, loss: 2.8540, grad_norm: 1.8652 2021-01-22 13:29:31,124 - mmaction - INFO - Epoch [91][180/2147] lr: 1.450e-01, eta: 6 days, 20:58:11, time: 1.586, data_time: 0.006, memory: 16628, top1_acc: 0.3496, top5_acc: 0.6058, loss_cls: 2.9260, loss: 2.9260, grad_norm: 1.8495 2021-01-22 13:29:59,884 - mmaction - INFO - Epoch [91][200/2147] lr: 1.450e-01, eta: 6 days, 20:57:29, time: 1.438, data_time: 0.004, memory: 16628, top1_acc: 0.3629, top5_acc: 0.5924, loss_cls: 3.0058, loss: 3.0058, grad_norm: 1.8895 2021-01-22 13:30:29,947 - mmaction - INFO - Epoch [91][220/2147] lr: 1.450e-01, eta: 6 days, 20:56:50, time: 1.502, data_time: 0.004, memory: 16628, top1_acc: 0.3522, top5_acc: 0.5969, loss_cls: 3.0027, loss: 3.0027, grad_norm: 1.8859 2021-01-22 13:30:58,703 - mmaction - INFO - Epoch [91][240/2147] lr: 1.450e-01, eta: 6 days, 20:56:08, time: 1.439, data_time: 0.003, memory: 16628, top1_acc: 0.3308, top5_acc: 0.5871, loss_cls: 3.0563, loss: 3.0563, grad_norm: 1.8630 2021-01-22 13:31:27,726 - mmaction - INFO - Epoch [91][260/2147] lr: 1.450e-01, eta: 6 days, 20:55:27, time: 1.451, data_time: 0.002, memory: 16628, top1_acc: 0.3563, top5_acc: 0.6121, loss_cls: 2.9179, loss: 2.9179, grad_norm: 1.8217 2021-01-22 13:32:05,517 - mmaction - INFO - Epoch [91][280/2147] lr: 1.450e-01, eta: 6 days, 20:55:02, time: 1.886, data_time: 0.004, memory: 16628, top1_acc: 0.3670, top5_acc: 0.6165, loss_cls: 2.9126, loss: 2.9126, grad_norm: 1.8562 2021-01-22 13:32:36,785 - mmaction - INFO - Epoch [91][300/2147] lr: 1.450e-01, eta: 6 days, 20:54:24, time: 1.562, data_time: 0.012, memory: 16628, top1_acc: 0.3451, top5_acc: 0.5982, loss_cls: 2.9985, loss: 2.9985, grad_norm: 1.8370 2021-01-22 13:33:05,938 - mmaction - INFO - Epoch [91][320/2147] lr: 1.450e-01, eta: 6 days, 20:53:44, time: 1.463, data_time: 0.022, memory: 16628, top1_acc: 0.3424, top5_acc: 0.5978, loss_cls: 3.0052, loss: 3.0052, grad_norm: 1.8240 2021-01-22 13:33:39,478 - mmaction - INFO - Epoch [91][340/2147] lr: 1.450e-01, eta: 6 days, 20:53:10, time: 1.672, data_time: 0.005, memory: 16628, top1_acc: 0.3473, top5_acc: 0.6054, loss_cls: 2.9568, loss: 2.9568, grad_norm: 1.8004 2021-01-22 13:34:11,782 - mmaction - INFO - Epoch [91][360/2147] lr: 1.450e-01, eta: 6 days, 20:52:35, time: 1.617, data_time: 0.009, memory: 16628, top1_acc: 0.3308, top5_acc: 0.5924, loss_cls: 2.9768, loss: 2.9768, grad_norm: 1.7836 2021-01-22 13:34:43,110 - mmaction - INFO - Epoch [91][380/2147] lr: 1.450e-01, eta: 6 days, 20:51:58, time: 1.563, data_time: 0.007, memory: 16628, top1_acc: 0.3312, top5_acc: 0.6058, loss_cls: 2.9748, loss: 2.9748, grad_norm: 1.8553 2021-01-22 13:35:13,758 - mmaction - INFO - Epoch [91][400/2147] lr: 1.450e-01, eta: 6 days, 20:51:19, time: 1.519, data_time: 0.011, memory: 16628, top1_acc: 0.3420, top5_acc: 0.6018, loss_cls: 3.0083, loss: 3.0083, grad_norm: 1.8912 2021-01-22 13:35:47,577 - mmaction - INFO - Epoch [91][420/2147] lr: 1.450e-01, eta: 6 days, 20:50:47, time: 1.704, data_time: 0.022, memory: 16628, top1_acc: 0.3527, top5_acc: 0.5996, loss_cls: 2.9694, loss: 2.9694, grad_norm: 1.8088 2021-01-22 13:36:17,069 - mmaction - INFO - Epoch [91][440/2147] lr: 1.450e-01, eta: 6 days, 20:50:07, time: 1.473, data_time: 0.011, memory: 16628, top1_acc: 0.3603, top5_acc: 0.6116, loss_cls: 2.9595, loss: 2.9595, grad_norm: 1.7988 2021-01-22 13:36:55,973 - mmaction - INFO - Epoch [91][460/2147] lr: 1.450e-01, eta: 6 days, 20:49:44, time: 1.953, data_time: 0.026, memory: 16628, top1_acc: 0.3692, top5_acc: 0.6210, loss_cls: 2.8564, loss: 2.8564, grad_norm: 1.8601 2021-01-22 13:37:27,212 - mmaction - INFO - Epoch [91][480/2147] lr: 1.450e-01, eta: 6 days, 20:49:07, time: 1.557, data_time: 0.003, memory: 16628, top1_acc: 0.3424, top5_acc: 0.5853, loss_cls: 3.0043, loss: 3.0043, grad_norm: 1.8716 2021-01-22 13:37:56,446 - mmaction - INFO - Epoch [91][500/2147] lr: 1.450e-01, eta: 6 days, 20:48:26, time: 1.463, data_time: 0.012, memory: 16628, top1_acc: 0.3549, top5_acc: 0.6089, loss_cls: 2.9360, loss: 2.9360, grad_norm: 1.8631 2021-01-22 13:38:27,883 - mmaction - INFO - Epoch [91][520/2147] lr: 1.450e-01, eta: 6 days, 20:47:49, time: 1.571, data_time: 0.010, memory: 16628, top1_acc: 0.3451, top5_acc: 0.5951, loss_cls: 2.9782, loss: 2.9782, grad_norm: 1.8577 2021-01-22 13:38:58,394 - mmaction - INFO - Epoch [91][540/2147] lr: 1.450e-01, eta: 6 days, 20:47:10, time: 1.525, data_time: 0.009, memory: 16628, top1_acc: 0.3540, top5_acc: 0.5960, loss_cls: 2.9483, loss: 2.9483, grad_norm: 1.8310 2021-01-22 13:39:27,146 - mmaction - INFO - Epoch [91][560/2147] lr: 1.450e-01, eta: 6 days, 20:46:29, time: 1.439, data_time: 0.014, memory: 16628, top1_acc: 0.3375, top5_acc: 0.5844, loss_cls: 3.0476, loss: 3.0476, grad_norm: 1.8152 2021-01-22 13:39:58,956 - mmaction - INFO - Epoch [91][580/2147] lr: 1.450e-01, eta: 6 days, 20:45:53, time: 1.594, data_time: 0.008, memory: 16628, top1_acc: 0.3549, top5_acc: 0.6094, loss_cls: 2.9022, loss: 2.9022, grad_norm: 1.8325 2021-01-22 13:40:32,469 - mmaction - INFO - Epoch [91][600/2147] lr: 1.450e-01, eta: 6 days, 20:45:19, time: 1.670, data_time: 0.009, memory: 16628, top1_acc: 0.3429, top5_acc: 0.5996, loss_cls: 3.0189, loss: 3.0189, grad_norm: 1.8729 2021-01-22 13:41:06,082 - mmaction - INFO - Epoch [91][620/2147] lr: 1.450e-01, eta: 6 days, 20:44:47, time: 1.683, data_time: 0.010, memory: 16628, top1_acc: 0.3496, top5_acc: 0.6098, loss_cls: 2.9587, loss: 2.9587, grad_norm: 1.8015 2021-01-22 13:41:41,231 - mmaction - INFO - Epoch [91][640/2147] lr: 1.450e-01, eta: 6 days, 20:44:17, time: 1.755, data_time: 0.005, memory: 16628, top1_acc: 0.3411, top5_acc: 0.6062, loss_cls: 3.0003, loss: 3.0003, grad_norm: 1.8830 2021-01-22 13:42:17,192 - mmaction - INFO - Epoch [91][660/2147] lr: 1.450e-01, eta: 6 days, 20:43:48, time: 1.798, data_time: 0.011, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5920, loss_cls: 3.0371, loss: 3.0371, grad_norm: 1.8576 2021-01-22 13:42:48,528 - mmaction - INFO - Epoch [91][680/2147] lr: 1.450e-01, eta: 6 days, 20:43:11, time: 1.571, data_time: 0.007, memory: 16628, top1_acc: 0.3594, top5_acc: 0.6049, loss_cls: 2.9665, loss: 2.9665, grad_norm: 1.8091 2021-01-22 13:43:20,884 - mmaction - INFO - Epoch [91][700/2147] lr: 1.450e-01, eta: 6 days, 20:42:36, time: 1.615, data_time: 0.010, memory: 16628, top1_acc: 0.3402, top5_acc: 0.6054, loss_cls: 2.9976, loss: 2.9976, grad_norm: 1.8697 2021-01-22 13:43:54,311 - mmaction - INFO - Epoch [91][720/2147] lr: 1.450e-01, eta: 6 days, 20:42:03, time: 1.675, data_time: 0.005, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5875, loss_cls: 3.0641, loss: 3.0641, grad_norm: 1.8871 2021-01-22 13:44:23,076 - mmaction - INFO - Epoch [91][740/2147] lr: 1.450e-01, eta: 6 days, 20:41:21, time: 1.437, data_time: 0.007, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5911, loss_cls: 3.0597, loss: 3.0597, grad_norm: 1.9034 2021-01-22 13:44:51,886 - mmaction - INFO - Epoch [91][760/2147] lr: 1.450e-01, eta: 6 days, 20:40:40, time: 1.442, data_time: 0.004, memory: 16628, top1_acc: 0.3661, top5_acc: 0.5964, loss_cls: 2.9461, loss: 2.9461, grad_norm: 1.8122 2021-01-22 13:45:20,986 - mmaction - INFO - Epoch [91][780/2147] lr: 1.450e-01, eta: 6 days, 20:39:58, time: 1.455, data_time: 0.005, memory: 16628, top1_acc: 0.3429, top5_acc: 0.6036, loss_cls: 2.9790, loss: 2.9790, grad_norm: 1.8660 2021-01-22 13:45:54,472 - mmaction - INFO - Epoch [91][800/2147] lr: 1.450e-01, eta: 6 days, 20:39:25, time: 1.671, data_time: 0.004, memory: 16628, top1_acc: 0.3411, top5_acc: 0.6058, loss_cls: 3.0034, loss: 3.0034, grad_norm: 1.8071 2021-01-22 13:46:23,770 - mmaction - INFO - Epoch [91][820/2147] lr: 1.450e-01, eta: 6 days, 20:38:45, time: 1.467, data_time: 0.004, memory: 16628, top1_acc: 0.3527, top5_acc: 0.5996, loss_cls: 2.9931, loss: 2.9931, grad_norm: 1.8297 2021-01-22 13:46:57,113 - mmaction - INFO - Epoch [91][840/2147] lr: 1.450e-01, eta: 6 days, 20:38:11, time: 1.665, data_time: 0.003, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5942, loss_cls: 3.0001, loss: 3.0001, grad_norm: 1.7780 2021-01-22 13:47:28,974 - mmaction - INFO - Epoch [91][860/2147] lr: 1.450e-01, eta: 6 days, 20:37:35, time: 1.595, data_time: 0.009, memory: 16628, top1_acc: 0.3594, top5_acc: 0.6071, loss_cls: 2.9362, loss: 2.9362, grad_norm: 1.8003 2021-01-22 13:47:57,741 - mmaction - INFO - Epoch [91][880/2147] lr: 1.450e-01, eta: 6 days, 20:36:53, time: 1.438, data_time: 0.003, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5933, loss_cls: 3.0062, loss: 3.0062, grad_norm: 1.8479 2021-01-22 13:48:29,563 - mmaction - INFO - Epoch [91][900/2147] lr: 1.450e-01, eta: 6 days, 20:36:17, time: 1.589, data_time: 0.002, memory: 16628, top1_acc: 0.3393, top5_acc: 0.6045, loss_cls: 2.9511, loss: 2.9511, grad_norm: 1.8849 2021-01-22 13:48:58,650 - mmaction - INFO - Epoch [91][920/2147] lr: 1.450e-01, eta: 6 days, 20:35:36, time: 1.450, data_time: 0.006, memory: 16628, top1_acc: 0.3429, top5_acc: 0.5911, loss_cls: 3.0373, loss: 3.0373, grad_norm: 1.8047 2021-01-22 13:49:27,556 - mmaction - INFO - Epoch [91][940/2147] lr: 1.450e-01, eta: 6 days, 20:34:55, time: 1.451, data_time: 0.012, memory: 16628, top1_acc: 0.3473, top5_acc: 0.5964, loss_cls: 2.9665, loss: 2.9665, grad_norm: 1.8374 2021-01-22 13:49:58,358 - mmaction - INFO - Epoch [91][960/2147] lr: 1.450e-01, eta: 6 days, 20:34:17, time: 1.542, data_time: 0.005, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5924, loss_cls: 3.0689, loss: 3.0689, grad_norm: 1.8563 2021-01-22 13:50:26,975 - mmaction - INFO - Epoch [91][980/2147] lr: 1.450e-01, eta: 6 days, 20:33:35, time: 1.428, data_time: 0.003, memory: 16628, top1_acc: 0.3513, top5_acc: 0.6165, loss_cls: 2.9338, loss: 2.9338, grad_norm: 1.8198 2021-01-22 13:50:58,565 - mmaction - INFO - Epoch [91][1000/2147] lr: 1.450e-01, eta: 6 days, 20:32:58, time: 1.578, data_time: 0.007, memory: 16628, top1_acc: 0.3308, top5_acc: 0.5879, loss_cls: 2.9827, loss: 2.9827, grad_norm: 1.8415 2021-01-22 13:51:27,982 - mmaction - INFO - Epoch [91][1020/2147] lr: 1.450e-01, eta: 6 days, 20:32:18, time: 1.475, data_time: 0.007, memory: 16628, top1_acc: 0.3478, top5_acc: 0.6098, loss_cls: 2.9168, loss: 2.9168, grad_norm: 1.8332 2021-01-22 13:52:01,134 - mmaction - INFO - Epoch [91][1040/2147] lr: 1.450e-01, eta: 6 days, 20:31:44, time: 1.655, data_time: 0.002, memory: 16628, top1_acc: 0.3433, top5_acc: 0.6080, loss_cls: 2.9817, loss: 2.9817, grad_norm: 1.8424 2021-01-22 13:52:30,533 - mmaction - INFO - Epoch [91][1060/2147] lr: 1.450e-01, eta: 6 days, 20:31:04, time: 1.471, data_time: 0.005, memory: 16628, top1_acc: 0.3536, top5_acc: 0.5978, loss_cls: 2.9900, loss: 2.9900, grad_norm: 1.8975 2021-01-22 13:53:03,254 - mmaction - INFO - Epoch [91][1080/2147] lr: 1.450e-01, eta: 6 days, 20:30:29, time: 1.635, data_time: 0.004, memory: 16628, top1_acc: 0.3411, top5_acc: 0.5955, loss_cls: 3.0117, loss: 3.0117, grad_norm: 1.8427 2021-01-22 13:53:35,448 - mmaction - INFO - Epoch [91][1100/2147] lr: 1.450e-01, eta: 6 days, 20:29:54, time: 1.613, data_time: 0.007, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5687, loss_cls: 3.0603, loss: 3.0603, grad_norm: 1.8459 2021-01-22 13:54:05,548 - mmaction - INFO - Epoch [91][1120/2147] lr: 1.450e-01, eta: 6 days, 20:29:14, time: 1.504, data_time: 0.003, memory: 16628, top1_acc: 0.3562, top5_acc: 0.5879, loss_cls: 3.0269, loss: 3.0269, grad_norm: 1.8461 2021-01-22 13:54:33,954 - mmaction - INFO - Epoch [91][1140/2147] lr: 1.450e-01, eta: 6 days, 20:28:32, time: 1.421, data_time: 0.004, memory: 16628, top1_acc: 0.3442, top5_acc: 0.5902, loss_cls: 3.0033, loss: 3.0033, grad_norm: 1.8667 2021-01-22 13:55:04,827 - mmaction - INFO - Epoch [91][1160/2147] lr: 1.450e-01, eta: 6 days, 20:27:54, time: 1.541, data_time: 0.001, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5915, loss_cls: 3.0426, loss: 3.0426, grad_norm: 1.8522 2021-01-22 13:55:33,465 - mmaction - INFO - Epoch [91][1180/2147] lr: 1.450e-01, eta: 6 days, 20:27:12, time: 1.431, data_time: 0.011, memory: 16628, top1_acc: 0.3442, top5_acc: 0.5969, loss_cls: 3.0161, loss: 3.0161, grad_norm: 1.8220 2021-01-22 13:56:03,052 - mmaction - INFO - Epoch [91][1200/2147] lr: 1.450e-01, eta: 6 days, 20:26:32, time: 1.480, data_time: 0.006, memory: 16628, top1_acc: 0.3482, top5_acc: 0.6022, loss_cls: 2.9575, loss: 2.9575, grad_norm: 1.8184 2021-01-22 13:56:32,414 - mmaction - INFO - Epoch [91][1220/2147] lr: 1.450e-01, eta: 6 days, 20:25:52, time: 1.467, data_time: 0.012, memory: 16628, top1_acc: 0.3549, top5_acc: 0.5996, loss_cls: 3.0002, loss: 3.0002, grad_norm: 1.8112 2021-01-22 13:57:09,099 - mmaction - INFO - Epoch [91][1240/2147] lr: 1.450e-01, eta: 6 days, 20:25:24, time: 1.835, data_time: 0.077, memory: 16628, top1_acc: 0.3545, top5_acc: 0.6152, loss_cls: 2.9136, loss: 2.9136, grad_norm: 1.8258 2021-01-22 13:57:37,727 - mmaction - INFO - Epoch [91][1260/2147] lr: 1.450e-01, eta: 6 days, 20:24:42, time: 1.431, data_time: 0.009, memory: 16628, top1_acc: 0.3701, top5_acc: 0.6299, loss_cls: 2.8736, loss: 2.8736, grad_norm: 1.8172 2021-01-22 13:58:06,978 - mmaction - INFO - Epoch [91][1280/2147] lr: 1.450e-01, eta: 6 days, 20:24:02, time: 1.465, data_time: 0.005, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5893, loss_cls: 3.0107, loss: 3.0107, grad_norm: 1.8267 2021-01-22 13:58:35,564 - mmaction - INFO - Epoch [91][1300/2147] lr: 1.450e-01, eta: 6 days, 20:23:20, time: 1.429, data_time: 0.002, memory: 16628, top1_acc: 0.3500, top5_acc: 0.6062, loss_cls: 2.9335, loss: 2.9335, grad_norm: 1.8869 2021-01-22 13:59:04,104 - mmaction - INFO - Epoch [91][1320/2147] lr: 1.450e-01, eta: 6 days, 20:22:38, time: 1.427, data_time: 0.003, memory: 16628, top1_acc: 0.3585, top5_acc: 0.6112, loss_cls: 2.9386, loss: 2.9386, grad_norm: 1.8500 2021-01-22 13:59:36,293 - mmaction - INFO - Epoch [91][1340/2147] lr: 1.450e-01, eta: 6 days, 20:22:02, time: 1.607, data_time: 0.007, memory: 16628, top1_acc: 0.3531, top5_acc: 0.6018, loss_cls: 2.9084, loss: 2.9084, grad_norm: 1.8402 2021-01-22 14:00:06,022 - mmaction - INFO - Epoch [91][1360/2147] lr: 1.450e-01, eta: 6 days, 20:21:22, time: 1.489, data_time: 0.009, memory: 16628, top1_acc: 0.3549, top5_acc: 0.6116, loss_cls: 2.9165, loss: 2.9165, grad_norm: 1.8367 2021-01-22 14:00:34,996 - mmaction - INFO - Epoch [91][1380/2147] lr: 1.450e-01, eta: 6 days, 20:20:41, time: 1.445, data_time: 0.007, memory: 16628, top1_acc: 0.3388, top5_acc: 0.5911, loss_cls: 3.0384, loss: 3.0384, grad_norm: 1.8431 2021-01-22 14:01:03,640 - mmaction - INFO - Epoch [91][1400/2147] lr: 1.450e-01, eta: 6 days, 20:19:59, time: 1.436, data_time: 0.005, memory: 16628, top1_acc: 0.3442, top5_acc: 0.5942, loss_cls: 2.9988, loss: 2.9988, grad_norm: 1.8361 2021-01-22 14:01:34,979 - mmaction - INFO - Epoch [91][1420/2147] lr: 1.450e-01, eta: 6 days, 20:19:22, time: 1.565, data_time: 0.003, memory: 16628, top1_acc: 0.3652, top5_acc: 0.6089, loss_cls: 2.9099, loss: 2.9099, grad_norm: 1.7985 2021-01-22 14:02:08,769 - mmaction - INFO - Epoch [91][1440/2147] lr: 1.450e-01, eta: 6 days, 20:18:50, time: 1.690, data_time: 0.004, memory: 16628, top1_acc: 0.3567, top5_acc: 0.6045, loss_cls: 2.9708, loss: 2.9708, grad_norm: 1.8807 2021-01-22 14:02:38,809 - mmaction - INFO - Epoch [91][1460/2147] lr: 1.450e-01, eta: 6 days, 20:18:10, time: 1.490, data_time: 0.004, memory: 16628, top1_acc: 0.3375, top5_acc: 0.5991, loss_cls: 2.9821, loss: 2.9821, grad_norm: 1.9054 2021-01-22 14:03:07,427 - mmaction - INFO - Epoch [91][1480/2147] lr: 1.450e-01, eta: 6 days, 20:17:28, time: 1.443, data_time: 0.016, memory: 16628, top1_acc: 0.3406, top5_acc: 0.5991, loss_cls: 3.0222, loss: 3.0222, grad_norm: 1.8910 2021-01-22 14:03:37,195 - mmaction - INFO - Epoch [91][1500/2147] lr: 1.450e-01, eta: 6 days, 20:16:49, time: 1.487, data_time: 0.009, memory: 16628, top1_acc: 0.3442, top5_acc: 0.5964, loss_cls: 3.0082, loss: 3.0082, grad_norm: 1.8446 2021-01-22 14:04:06,518 - mmaction - INFO - Epoch [91][1520/2147] lr: 1.450e-01, eta: 6 days, 20:16:08, time: 1.468, data_time: 0.005, memory: 16628, top1_acc: 0.3455, top5_acc: 0.5991, loss_cls: 3.0123, loss: 3.0123, grad_norm: 1.8215 2021-01-22 14:04:37,542 - mmaction - INFO - Epoch [91][1540/2147] lr: 1.450e-01, eta: 6 days, 20:15:30, time: 1.551, data_time: 0.002, memory: 16628, top1_acc: 0.3375, top5_acc: 0.5973, loss_cls: 2.9972, loss: 2.9972, grad_norm: 1.8122 2021-01-22 14:05:07,536 - mmaction - INFO - Epoch [91][1560/2147] lr: 1.450e-01, eta: 6 days, 20:14:51, time: 1.501, data_time: 0.003, memory: 16628, top1_acc: 0.3674, top5_acc: 0.6116, loss_cls: 2.8968, loss: 2.8968, grad_norm: 1.8580 2021-01-22 14:05:37,211 - mmaction - INFO - Epoch [91][1580/2147] lr: 1.450e-01, eta: 6 days, 20:14:11, time: 1.480, data_time: 0.006, memory: 16628, top1_acc: 0.3268, top5_acc: 0.5835, loss_cls: 3.0438, loss: 3.0438, grad_norm: 1.8731 2021-01-22 14:06:06,591 - mmaction - INFO - Epoch [91][1600/2147] lr: 1.450e-01, eta: 6 days, 20:13:31, time: 1.472, data_time: 0.006, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5862, loss_cls: 3.0637, loss: 3.0637, grad_norm: 1.8288 2021-01-22 14:06:50,913 - mmaction - INFO - Epoch [91][1620/2147] lr: 1.450e-01, eta: 6 days, 20:13:17, time: 2.206, data_time: 0.002, memory: 16628, top1_acc: 0.3438, top5_acc: 0.6000, loss_cls: 3.0089, loss: 3.0089, grad_norm: 1.8196 2021-01-22 14:07:20,062 - mmaction - INFO - Epoch [91][1640/2147] lr: 1.450e-01, eta: 6 days, 20:12:36, time: 1.466, data_time: 0.014, memory: 16628, top1_acc: 0.3348, top5_acc: 0.6027, loss_cls: 2.9962, loss: 2.9962, grad_norm: 1.8428 2021-01-22 14:07:52,868 - mmaction - INFO - Epoch [91][1660/2147] lr: 1.450e-01, eta: 6 days, 20:12:02, time: 1.637, data_time: 0.006, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5991, loss_cls: 3.0064, loss: 3.0064, grad_norm: 1.9041 2021-01-22 14:08:25,230 - mmaction - INFO - Epoch [91][1680/2147] lr: 1.450e-01, eta: 6 days, 20:11:27, time: 1.615, data_time: 0.009, memory: 16628, top1_acc: 0.3513, top5_acc: 0.5857, loss_cls: 3.0041, loss: 3.0041, grad_norm: 1.8255 2021-01-22 14:08:56,264 - mmaction - INFO - Epoch [91][1700/2147] lr: 1.450e-01, eta: 6 days, 20:10:49, time: 1.557, data_time: 0.014, memory: 16628, top1_acc: 0.3562, top5_acc: 0.6094, loss_cls: 2.9030, loss: 2.9030, grad_norm: 1.7971 2021-01-22 14:09:25,951 - mmaction - INFO - Epoch [91][1720/2147] lr: 1.450e-01, eta: 6 days, 20:10:10, time: 1.488, data_time: 0.014, memory: 16628, top1_acc: 0.3317, top5_acc: 0.5942, loss_cls: 3.0190, loss: 3.0190, grad_norm: 1.9082 2021-01-22 14:09:57,839 - mmaction - INFO - Epoch [91][1740/2147] lr: 1.450e-01, eta: 6 days, 20:09:33, time: 1.585, data_time: 0.002, memory: 16628, top1_acc: 0.3513, top5_acc: 0.6143, loss_cls: 2.9176, loss: 2.9176, grad_norm: 1.8315 2021-01-22 14:10:29,364 - mmaction - INFO - Epoch [91][1760/2147] lr: 1.450e-01, eta: 6 days, 20:08:57, time: 1.578, data_time: 0.013, memory: 16628, top1_acc: 0.3598, top5_acc: 0.6094, loss_cls: 2.9681, loss: 2.9681, grad_norm: 1.8354 2021-01-22 14:10:58,345 - mmaction - INFO - Epoch [91][1780/2147] lr: 1.450e-01, eta: 6 days, 20:08:16, time: 1.455, data_time: 0.014, memory: 16628, top1_acc: 0.3540, top5_acc: 0.6116, loss_cls: 2.9265, loss: 2.9265, grad_norm: 1.8653 2021-01-22 14:11:28,006 - mmaction - INFO - Epoch [91][1800/2147] lr: 1.450e-01, eta: 6 days, 20:07:36, time: 1.485, data_time: 0.003, memory: 16628, top1_acc: 0.3482, top5_acc: 0.6000, loss_cls: 2.9355, loss: 2.9355, grad_norm: 1.8457 2021-01-22 14:12:00,672 - mmaction - INFO - Epoch [91][1820/2147] lr: 1.450e-01, eta: 6 days, 20:07:01, time: 1.632, data_time: 0.002, memory: 16628, top1_acc: 0.3518, top5_acc: 0.5969, loss_cls: 2.9856, loss: 2.9856, grad_norm: 1.8700 2021-01-22 14:12:29,987 - mmaction - INFO - Epoch [91][1840/2147] lr: 1.450e-01, eta: 6 days, 20:06:20, time: 1.461, data_time: 0.004, memory: 16628, top1_acc: 0.3379, top5_acc: 0.6080, loss_cls: 2.9865, loss: 2.9865, grad_norm: 1.8185 2021-01-22 14:12:58,449 - mmaction - INFO - Epoch [91][1860/2147] lr: 1.450e-01, eta: 6 days, 20:05:39, time: 1.428, data_time: 0.012, memory: 16628, top1_acc: 0.3330, top5_acc: 0.5996, loss_cls: 3.0313, loss: 3.0313, grad_norm: 1.8383 2021-01-22 14:13:27,237 - mmaction - INFO - Epoch [91][1880/2147] lr: 1.450e-01, eta: 6 days, 20:04:57, time: 1.440, data_time: 0.002, memory: 16628, top1_acc: 0.3406, top5_acc: 0.5946, loss_cls: 3.0381, loss: 3.0381, grad_norm: 1.8453 2021-01-22 14:13:56,577 - mmaction - INFO - Epoch [91][1900/2147] lr: 1.450e-01, eta: 6 days, 20:04:16, time: 1.467, data_time: 0.007, memory: 16628, top1_acc: 0.3473, top5_acc: 0.6085, loss_cls: 2.9439, loss: 2.9439, grad_norm: 1.8413 2021-01-22 14:14:25,114 - mmaction - INFO - Epoch [91][1920/2147] lr: 1.450e-01, eta: 6 days, 20:03:34, time: 1.425, data_time: 0.004, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5830, loss_cls: 3.0520, loss: 3.0520, grad_norm: 1.8866 2021-01-22 14:14:55,785 - mmaction - INFO - Epoch [91][1940/2147] lr: 1.450e-01, eta: 6 days, 20:02:56, time: 1.535, data_time: 0.004, memory: 16628, top1_acc: 0.3531, top5_acc: 0.6103, loss_cls: 2.9670, loss: 2.9670, grad_norm: 1.8064 2021-01-22 14:15:26,493 - mmaction - INFO - Epoch [91][1960/2147] lr: 1.450e-01, eta: 6 days, 20:02:18, time: 1.533, data_time: 0.004, memory: 16628, top1_acc: 0.3433, top5_acc: 0.5942, loss_cls: 2.9875, loss: 2.9875, grad_norm: 1.8619 2021-01-22 14:15:57,426 - mmaction - INFO - Epoch [91][1980/2147] lr: 1.450e-01, eta: 6 days, 20:01:40, time: 1.547, data_time: 0.011, memory: 16628, top1_acc: 0.3518, top5_acc: 0.6290, loss_cls: 2.9257, loss: 2.9257, grad_norm: 1.8381 2021-01-22 14:16:30,076 - mmaction - INFO - Epoch [91][2000/2147] lr: 1.450e-01, eta: 6 days, 20:01:06, time: 1.631, data_time: 0.010, memory: 16628, top1_acc: 0.3455, top5_acc: 0.5826, loss_cls: 3.0045, loss: 3.0045, grad_norm: 1.8228 2021-01-22 14:17:03,966 - mmaction - INFO - Epoch [91][2020/2147] lr: 1.450e-01, eta: 6 days, 20:00:33, time: 1.693, data_time: 0.094, memory: 16628, top1_acc: 0.3402, top5_acc: 0.6116, loss_cls: 3.0150, loss: 3.0150, grad_norm: 1.8814 2021-01-22 14:17:35,530 - mmaction - INFO - Epoch [91][2040/2147] lr: 1.450e-01, eta: 6 days, 19:59:57, time: 1.577, data_time: 0.007, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5830, loss_cls: 3.0566, loss: 3.0566, grad_norm: 1.8322 2021-01-22 14:18:06,009 - mmaction - INFO - Epoch [91][2060/2147] lr: 1.450e-01, eta: 6 days, 19:59:19, time: 1.531, data_time: 0.010, memory: 16628, top1_acc: 0.3424, top5_acc: 0.5951, loss_cls: 3.0006, loss: 3.0006, grad_norm: 1.8238 2021-01-22 14:18:36,126 - mmaction - INFO - Epoch [91][2080/2147] lr: 1.450e-01, eta: 6 days, 19:58:39, time: 1.503, data_time: 0.004, memory: 16628, top1_acc: 0.3375, top5_acc: 0.5924, loss_cls: 3.0752, loss: 3.0752, grad_norm: 1.8434 2021-01-22 14:19:04,532 - mmaction - INFO - Epoch [91][2100/2147] lr: 1.450e-01, eta: 6 days, 19:57:57, time: 1.423, data_time: 0.007, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5817, loss_cls: 3.0647, loss: 3.0647, grad_norm: 1.8134 2021-01-22 14:19:33,524 - mmaction - INFO - Epoch [91][2120/2147] lr: 1.450e-01, eta: 6 days, 19:57:16, time: 1.441, data_time: 0.002, memory: 16628, top1_acc: 0.3531, top5_acc: 0.5987, loss_cls: 2.9813, loss: 2.9813, grad_norm: 1.8391 2021-01-22 14:20:04,464 - mmaction - INFO - Epoch [91][2140/2147] lr: 1.450e-01, eta: 6 days, 19:56:38, time: 1.550, data_time: 0.017, memory: 16628, top1_acc: 0.3487, top5_acc: 0.5924, loss_cls: 2.9892, loss: 2.9892, grad_norm: 1.8508 2021-01-22 14:25:54,117 - mmaction - INFO - Epoch [92][20/2147] lr: 1.439e-01, eta: 6 days, 20:04:13, time: 16.022, data_time: 14.381, memory: 16628, top1_acc: 0.3545, top5_acc: 0.6062, loss_cls: 2.9475, loss: 2.9475, grad_norm: 1.8170 2021-01-22 14:26:22,719 - mmaction - INFO - Epoch [92][40/2147] lr: 1.439e-01, eta: 6 days, 20:03:31, time: 1.432, data_time: 0.008, memory: 16628, top1_acc: 0.3781, top5_acc: 0.6214, loss_cls: 2.8736, loss: 2.8736, grad_norm: 1.8296 2021-01-22 14:26:52,361 - mmaction - INFO - Epoch [92][60/2147] lr: 1.439e-01, eta: 6 days, 20:02:51, time: 1.480, data_time: 0.023, memory: 16628, top1_acc: 0.3674, top5_acc: 0.6210, loss_cls: 2.8404, loss: 2.8404, grad_norm: 1.8084 2021-01-22 14:27:21,341 - mmaction - INFO - Epoch [92][80/2147] lr: 1.439e-01, eta: 6 days, 20:02:09, time: 1.451, data_time: 0.008, memory: 16628, top1_acc: 0.3647, top5_acc: 0.6250, loss_cls: 2.8968, loss: 2.8968, grad_norm: 1.9007 2021-01-22 14:27:51,340 - mmaction - INFO - Epoch [92][100/2147] lr: 1.439e-01, eta: 6 days, 20:01:30, time: 1.499, data_time: 0.004, memory: 16628, top1_acc: 0.3692, top5_acc: 0.6152, loss_cls: 2.8703, loss: 2.8703, grad_norm: 1.8638 2021-01-22 14:28:22,257 - mmaction - INFO - Epoch [92][120/2147] lr: 1.439e-01, eta: 6 days, 20:00:52, time: 1.545, data_time: 0.003, memory: 16628, top1_acc: 0.3580, top5_acc: 0.6036, loss_cls: 2.9436, loss: 2.9436, grad_norm: 1.8069 2021-01-22 14:28:52,517 - mmaction - INFO - Epoch [92][140/2147] lr: 1.439e-01, eta: 6 days, 20:00:13, time: 1.512, data_time: 0.007, memory: 16628, top1_acc: 0.3647, top5_acc: 0.6170, loss_cls: 2.9149, loss: 2.9149, grad_norm: 1.7925 2021-01-22 14:29:21,172 - mmaction - INFO - Epoch [92][160/2147] lr: 1.439e-01, eta: 6 days, 19:59:32, time: 1.436, data_time: 0.013, memory: 16628, top1_acc: 0.3679, top5_acc: 0.6201, loss_cls: 2.8660, loss: 2.8660, grad_norm: 1.8426 2021-01-22 14:29:53,269 - mmaction - INFO - Epoch [92][180/2147] lr: 1.439e-01, eta: 6 days, 19:58:56, time: 1.603, data_time: 0.001, memory: 16628, top1_acc: 0.3469, top5_acc: 0.5960, loss_cls: 2.9703, loss: 2.9703, grad_norm: 1.8296 2021-01-22 14:30:24,295 - mmaction - INFO - Epoch [92][200/2147] lr: 1.439e-01, eta: 6 days, 19:58:18, time: 1.552, data_time: 0.005, memory: 16628, top1_acc: 0.3509, top5_acc: 0.6045, loss_cls: 2.9730, loss: 2.9730, grad_norm: 1.8309 2021-01-22 14:30:53,148 - mmaction - INFO - Epoch [92][220/2147] lr: 1.439e-01, eta: 6 days, 19:57:37, time: 1.444, data_time: 0.006, memory: 16628, top1_acc: 0.3433, top5_acc: 0.5973, loss_cls: 2.9868, loss: 2.9868, grad_norm: 1.8712 2021-01-22 14:31:22,743 - mmaction - INFO - Epoch [92][240/2147] lr: 1.439e-01, eta: 6 days, 19:56:57, time: 1.480, data_time: 0.008, memory: 16628, top1_acc: 0.3500, top5_acc: 0.6049, loss_cls: 2.9883, loss: 2.9883, grad_norm: 1.8098 2021-01-22 14:31:52,442 - mmaction - INFO - Epoch [92][260/2147] lr: 1.439e-01, eta: 6 days, 19:56:17, time: 1.485, data_time: 0.007, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5821, loss_cls: 3.0209, loss: 3.0209, grad_norm: 1.8360 2021-01-22 14:32:22,928 - mmaction - INFO - Epoch [92][280/2147] lr: 1.439e-01, eta: 6 days, 19:55:38, time: 1.522, data_time: 0.002, memory: 16628, top1_acc: 0.3580, top5_acc: 0.6004, loss_cls: 2.9555, loss: 2.9555, grad_norm: 1.8714 2021-01-22 14:32:57,180 - mmaction - INFO - Epoch [92][300/2147] lr: 1.439e-01, eta: 6 days, 19:55:07, time: 1.713, data_time: 0.005, memory: 16628, top1_acc: 0.3562, top5_acc: 0.5996, loss_cls: 2.9815, loss: 2.9815, grad_norm: 1.8272 2021-01-22 14:33:26,154 - mmaction - INFO - Epoch [92][320/2147] lr: 1.439e-01, eta: 6 days, 19:54:25, time: 1.447, data_time: 0.004, memory: 16628, top1_acc: 0.3518, top5_acc: 0.6103, loss_cls: 2.9525, loss: 2.9525, grad_norm: 1.8603 2021-01-22 14:33:54,743 - mmaction - INFO - Epoch [92][340/2147] lr: 1.439e-01, eta: 6 days, 19:53:43, time: 1.432, data_time: 0.010, memory: 16628, top1_acc: 0.3384, top5_acc: 0.5915, loss_cls: 3.0131, loss: 3.0131, grad_norm: 1.8693 2021-01-22 14:34:23,610 - mmaction - INFO - Epoch [92][360/2147] lr: 1.439e-01, eta: 6 days, 19:53:02, time: 1.441, data_time: 0.002, memory: 16628, top1_acc: 0.3594, top5_acc: 0.6071, loss_cls: 2.9339, loss: 2.9339, grad_norm: 1.8561 2021-01-22 14:34:53,217 - mmaction - INFO - Epoch [92][380/2147] lr: 1.439e-01, eta: 6 days, 19:52:22, time: 1.480, data_time: 0.007, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5817, loss_cls: 3.0546, loss: 3.0546, grad_norm: 1.8944 2021-01-22 14:35:26,575 - mmaction - INFO - Epoch [92][400/2147] lr: 1.439e-01, eta: 6 days, 19:51:48, time: 1.667, data_time: 0.005, memory: 16628, top1_acc: 0.3406, top5_acc: 0.6054, loss_cls: 2.9654, loss: 2.9654, grad_norm: 1.8518 2021-01-22 14:35:55,585 - mmaction - INFO - Epoch [92][420/2147] lr: 1.439e-01, eta: 6 days, 19:51:07, time: 1.452, data_time: 0.009, memory: 16628, top1_acc: 0.3460, top5_acc: 0.5946, loss_cls: 2.9847, loss: 2.9847, grad_norm: 1.8312 2021-01-22 14:36:26,135 - mmaction - INFO - Epoch [92][440/2147] lr: 1.439e-01, eta: 6 days, 19:50:29, time: 1.529, data_time: 0.004, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5897, loss_cls: 2.9712, loss: 2.9712, grad_norm: 1.8616 2021-01-22 14:37:08,413 - mmaction - INFO - Epoch [92][460/2147] lr: 1.439e-01, eta: 6 days, 19:50:12, time: 2.111, data_time: 0.005, memory: 16628, top1_acc: 0.3353, top5_acc: 0.6027, loss_cls: 3.0074, loss: 3.0074, grad_norm: 1.8558 2021-01-22 14:37:40,090 - mmaction - INFO - Epoch [92][480/2147] lr: 1.439e-01, eta: 6 days, 19:49:35, time: 1.587, data_time: 0.008, memory: 16628, top1_acc: 0.3464, top5_acc: 0.5924, loss_cls: 3.0063, loss: 3.0063, grad_norm: 1.8154 2021-01-22 14:38:11,564 - mmaction - INFO - Epoch [92][500/2147] lr: 1.439e-01, eta: 6 days, 19:48:59, time: 1.572, data_time: 0.003, memory: 16628, top1_acc: 0.3540, top5_acc: 0.6103, loss_cls: 2.9167, loss: 2.9167, grad_norm: 1.8018 2021-01-22 14:38:40,513 - mmaction - INFO - Epoch [92][520/2147] lr: 1.439e-01, eta: 6 days, 19:48:17, time: 1.449, data_time: 0.006, memory: 16628, top1_acc: 0.3433, top5_acc: 0.6040, loss_cls: 2.9594, loss: 2.9594, grad_norm: 1.8644 2021-01-22 14:39:09,507 - mmaction - INFO - Epoch [92][540/2147] lr: 1.439e-01, eta: 6 days, 19:47:36, time: 1.450, data_time: 0.005, memory: 16628, top1_acc: 0.3308, top5_acc: 0.6036, loss_cls: 3.0202, loss: 3.0202, grad_norm: 1.8736 2021-01-22 14:39:38,491 - mmaction - INFO - Epoch [92][560/2147] lr: 1.439e-01, eta: 6 days, 19:46:55, time: 1.450, data_time: 0.003, memory: 16628, top1_acc: 0.3473, top5_acc: 0.6250, loss_cls: 2.8544, loss: 2.8544, grad_norm: 1.7999 2021-01-22 14:40:08,679 - mmaction - INFO - Epoch [92][580/2147] lr: 1.439e-01, eta: 6 days, 19:46:16, time: 1.509, data_time: 0.003, memory: 16628, top1_acc: 0.3683, top5_acc: 0.6214, loss_cls: 2.8903, loss: 2.8903, grad_norm: 1.8706 2021-01-22 14:40:40,031 - mmaction - INFO - Epoch [92][600/2147] lr: 1.439e-01, eta: 6 days, 19:45:39, time: 1.567, data_time: 0.002, memory: 16628, top1_acc: 0.3433, top5_acc: 0.5973, loss_cls: 2.9774, loss: 2.9774, grad_norm: 1.8906 2021-01-22 14:41:09,760 - mmaction - INFO - Epoch [92][620/2147] lr: 1.439e-01, eta: 6 days, 19:44:58, time: 1.453, data_time: 0.003, memory: 16628, top1_acc: 0.3504, top5_acc: 0.5942, loss_cls: 2.9670, loss: 2.9670, grad_norm: 1.8630 2021-01-22 14:41:39,281 - mmaction - INFO - Epoch [92][640/2147] lr: 1.439e-01, eta: 6 days, 19:44:17, time: 1.448, data_time: 0.039, memory: 16628, top1_acc: 0.3455, top5_acc: 0.6049, loss_cls: 2.9779, loss: 2.9779, grad_norm: 1.8313 2021-01-22 14:42:11,354 - mmaction - INFO - Epoch [92][660/2147] lr: 1.439e-01, eta: 6 days, 19:43:43, time: 1.659, data_time: 0.068, memory: 16628, top1_acc: 0.3598, top5_acc: 0.6071, loss_cls: 2.9421, loss: 2.9421, grad_norm: 1.8397 2021-01-22 14:42:40,864 - mmaction - INFO - Epoch [92][680/2147] lr: 1.439e-01, eta: 6 days, 19:43:03, time: 1.482, data_time: 0.011, memory: 16628, top1_acc: 0.3371, top5_acc: 0.5973, loss_cls: 2.9862, loss: 2.9862, grad_norm: 1.8435 2021-01-22 14:43:10,963 - mmaction - INFO - Epoch [92][700/2147] lr: 1.439e-01, eta: 6 days, 19:42:24, time: 1.506, data_time: 0.003, memory: 16628, top1_acc: 0.3522, top5_acc: 0.6022, loss_cls: 2.9523, loss: 2.9523, grad_norm: 1.8216 2021-01-22 14:43:39,743 - mmaction - INFO - Epoch [92][720/2147] lr: 1.439e-01, eta: 6 days, 19:41:42, time: 1.436, data_time: 0.002, memory: 16628, top1_acc: 0.3500, top5_acc: 0.5996, loss_cls: 2.9953, loss: 2.9953, grad_norm: 1.8222 2021-01-22 14:44:11,437 - mmaction - INFO - Epoch [92][740/2147] lr: 1.439e-01, eta: 6 days, 19:41:06, time: 1.582, data_time: 0.009, memory: 16628, top1_acc: 0.3504, top5_acc: 0.6045, loss_cls: 2.9576, loss: 2.9576, grad_norm: 1.8574 2021-01-22 14:44:40,964 - mmaction - INFO - Epoch [92][760/2147] lr: 1.439e-01, eta: 6 days, 19:40:26, time: 1.482, data_time: 0.008, memory: 16628, top1_acc: 0.3487, top5_acc: 0.5964, loss_cls: 2.9607, loss: 2.9607, grad_norm: 1.8360 2021-01-22 14:45:09,677 - mmaction - INFO - Epoch [92][780/2147] lr: 1.439e-01, eta: 6 days, 19:39:44, time: 1.436, data_time: 0.002, memory: 16628, top1_acc: 0.3420, top5_acc: 0.6036, loss_cls: 2.9859, loss: 2.9859, grad_norm: 1.8430 2021-01-22 14:45:38,447 - mmaction - INFO - Epoch [92][800/2147] lr: 1.439e-01, eta: 6 days, 19:39:03, time: 1.439, data_time: 0.001, memory: 16628, top1_acc: 0.3482, top5_acc: 0.5862, loss_cls: 3.0397, loss: 3.0397, grad_norm: 1.8160 2021-01-22 14:46:09,982 - mmaction - INFO - Epoch [92][820/2147] lr: 1.439e-01, eta: 6 days, 19:38:26, time: 1.575, data_time: 0.003, memory: 16628, top1_acc: 0.3594, top5_acc: 0.6143, loss_cls: 2.9239, loss: 2.9239, grad_norm: 1.8186 2021-01-22 14:46:41,009 - mmaction - INFO - Epoch [92][840/2147] lr: 1.439e-01, eta: 6 days, 19:37:46, time: 1.488, data_time: 0.069, memory: 16628, top1_acc: 0.3527, top5_acc: 0.5991, loss_cls: 2.9619, loss: 2.9619, grad_norm: 1.8907 2021-01-22 14:47:15,660 - mmaction - INFO - Epoch [92][860/2147] lr: 1.439e-01, eta: 6 days, 19:37:18, time: 1.794, data_time: 0.082, memory: 16628, top1_acc: 0.3406, top5_acc: 0.6062, loss_cls: 2.9966, loss: 2.9966, grad_norm: 1.8858 2021-01-22 14:47:44,393 - mmaction - INFO - Epoch [92][880/2147] lr: 1.439e-01, eta: 6 days, 19:36:36, time: 1.440, data_time: 0.006, memory: 16628, top1_acc: 0.3491, top5_acc: 0.6031, loss_cls: 2.9875, loss: 2.9875, grad_norm: 1.8990 2021-01-22 14:48:14,852 - mmaction - INFO - Epoch [92][900/2147] lr: 1.439e-01, eta: 6 days, 19:35:58, time: 1.523, data_time: 0.008, memory: 16628, top1_acc: 0.3424, top5_acc: 0.5955, loss_cls: 3.0229, loss: 3.0229, grad_norm: 1.9006 2021-01-22 14:48:44,812 - mmaction - INFO - Epoch [92][920/2147] lr: 1.439e-01, eta: 6 days, 19:35:18, time: 1.497, data_time: 0.002, memory: 16628, top1_acc: 0.3237, top5_acc: 0.5938, loss_cls: 3.0149, loss: 3.0149, grad_norm: 1.8147 2021-01-22 14:49:17,432 - mmaction - INFO - Epoch [92][940/2147] lr: 1.439e-01, eta: 6 days, 19:34:43, time: 1.630, data_time: 0.004, memory: 16628, top1_acc: 0.3567, top5_acc: 0.6107, loss_cls: 2.9378, loss: 2.9378, grad_norm: 1.8381 2021-01-22 14:49:49,261 - mmaction - INFO - Epoch [92][960/2147] lr: 1.439e-01, eta: 6 days, 19:34:07, time: 1.592, data_time: 0.004, memory: 16628, top1_acc: 0.3576, top5_acc: 0.6089, loss_cls: 2.9181, loss: 2.9181, grad_norm: 1.8187 2021-01-22 14:50:18,296 - mmaction - INFO - Epoch [92][980/2147] lr: 1.439e-01, eta: 6 days, 19:33:26, time: 1.450, data_time: 0.004, memory: 16628, top1_acc: 0.3482, top5_acc: 0.5938, loss_cls: 2.9971, loss: 2.9971, grad_norm: 1.8220 2021-01-22 14:50:50,717 - mmaction - INFO - Epoch [92][1000/2147] lr: 1.439e-01, eta: 6 days, 19:32:51, time: 1.620, data_time: 0.009, memory: 16628, top1_acc: 0.3429, top5_acc: 0.5951, loss_cls: 2.9954, loss: 2.9954, grad_norm: 1.8996 2021-01-22 14:51:21,917 - mmaction - INFO - Epoch [92][1020/2147] lr: 1.439e-01, eta: 6 days, 19:32:14, time: 1.561, data_time: 0.007, memory: 16628, top1_acc: 0.3415, top5_acc: 0.5911, loss_cls: 2.9911, loss: 2.9911, grad_norm: 1.8714 2021-01-22 14:52:05,754 - mmaction - INFO - Epoch [92][1040/2147] lr: 1.439e-01, eta: 6 days, 19:32:00, time: 2.191, data_time: 0.004, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5853, loss_cls: 3.0339, loss: 3.0339, grad_norm: 1.8929 2021-01-22 14:52:35,065 - mmaction - INFO - Epoch [92][1060/2147] lr: 1.439e-01, eta: 6 days, 19:31:19, time: 1.469, data_time: 0.013, memory: 16628, top1_acc: 0.3536, top5_acc: 0.6000, loss_cls: 2.9351, loss: 2.9351, grad_norm: 1.8192 2021-01-22 14:53:04,279 - mmaction - INFO - Epoch [92][1080/2147] lr: 1.439e-01, eta: 6 days, 19:30:38, time: 1.461, data_time: 0.003, memory: 16628, top1_acc: 0.3464, top5_acc: 0.6022, loss_cls: 2.9711, loss: 2.9711, grad_norm: 1.8261 2021-01-22 14:53:35,255 - mmaction - INFO - Epoch [92][1100/2147] lr: 1.439e-01, eta: 6 days, 19:30:01, time: 1.548, data_time: 0.006, memory: 16628, top1_acc: 0.3585, top5_acc: 0.6147, loss_cls: 2.9264, loss: 2.9264, grad_norm: 1.8940 2021-01-22 14:54:03,876 - mmaction - INFO - Epoch [92][1120/2147] lr: 1.439e-01, eta: 6 days, 19:29:19, time: 1.432, data_time: 0.004, memory: 16628, top1_acc: 0.3509, top5_acc: 0.6067, loss_cls: 2.9452, loss: 2.9452, grad_norm: 1.8701 2021-01-22 14:54:32,864 - mmaction - INFO - Epoch [92][1140/2147] lr: 1.439e-01, eta: 6 days, 19:28:38, time: 1.449, data_time: 0.004, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5906, loss_cls: 3.0252, loss: 3.0252, grad_norm: 1.8873 2021-01-22 14:55:07,587 - mmaction - INFO - Epoch [92][1160/2147] lr: 1.439e-01, eta: 6 days, 19:28:07, time: 1.736, data_time: 0.003, memory: 16628, top1_acc: 0.3254, top5_acc: 0.6080, loss_cls: 2.9787, loss: 2.9787, grad_norm: 1.8608 2021-01-22 14:55:36,428 - mmaction - INFO - Epoch [92][1180/2147] lr: 1.439e-01, eta: 6 days, 19:27:26, time: 1.442, data_time: 0.003, memory: 16628, top1_acc: 0.3531, top5_acc: 0.6196, loss_cls: 2.8708, loss: 2.8708, grad_norm: 1.8229 2021-01-22 14:56:06,606 - mmaction - INFO - Epoch [92][1200/2147] lr: 1.439e-01, eta: 6 days, 19:26:47, time: 1.509, data_time: 0.002, memory: 16628, top1_acc: 0.3393, top5_acc: 0.6058, loss_cls: 2.9837, loss: 2.9837, grad_norm: 1.8484 2021-01-22 14:56:36,248 - mmaction - INFO - Epoch [92][1220/2147] lr: 1.439e-01, eta: 6 days, 19:26:07, time: 1.479, data_time: 0.006, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5991, loss_cls: 3.0190, loss: 3.0190, grad_norm: 1.8630 2021-01-22 14:57:11,257 - mmaction - INFO - Epoch [92][1240/2147] lr: 1.439e-01, eta: 6 days, 19:25:36, time: 1.753, data_time: 0.066, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5839, loss_cls: 2.9943, loss: 2.9943, grad_norm: 1.8082 2021-01-22 14:57:40,526 - mmaction - INFO - Epoch [92][1260/2147] lr: 1.439e-01, eta: 6 days, 19:24:56, time: 1.462, data_time: 0.005, memory: 16628, top1_acc: 0.3665, top5_acc: 0.6147, loss_cls: 2.9026, loss: 2.9026, grad_norm: 1.8103 2021-01-22 14:58:09,180 - mmaction - INFO - Epoch [92][1280/2147] lr: 1.439e-01, eta: 6 days, 19:24:14, time: 1.434, data_time: 0.003, memory: 16628, top1_acc: 0.3531, top5_acc: 0.6058, loss_cls: 2.9156, loss: 2.9156, grad_norm: 1.8256 2021-01-22 14:58:38,243 - mmaction - INFO - Epoch [92][1300/2147] lr: 1.439e-01, eta: 6 days, 19:23:33, time: 1.451, data_time: 0.005, memory: 16628, top1_acc: 0.3388, top5_acc: 0.5857, loss_cls: 3.0449, loss: 3.0449, grad_norm: 1.8477 2021-01-22 14:59:07,318 - mmaction - INFO - Epoch [92][1320/2147] lr: 1.439e-01, eta: 6 days, 19:22:52, time: 1.454, data_time: 0.004, memory: 16628, top1_acc: 0.3509, top5_acc: 0.6071, loss_cls: 2.9767, loss: 2.9767, grad_norm: 1.8430 2021-01-22 14:59:36,148 - mmaction - INFO - Epoch [92][1340/2147] lr: 1.439e-01, eta: 6 days, 19:22:11, time: 1.443, data_time: 0.005, memory: 16628, top1_acc: 0.3384, top5_acc: 0.5937, loss_cls: 3.0494, loss: 3.0494, grad_norm: 1.8837 2021-01-22 15:00:06,756 - mmaction - INFO - Epoch [92][1360/2147] lr: 1.439e-01, eta: 6 days, 19:21:32, time: 1.530, data_time: 0.003, memory: 16628, top1_acc: 0.3460, top5_acc: 0.6067, loss_cls: 2.9928, loss: 2.9928, grad_norm: 1.8112 2021-01-22 15:00:39,705 - mmaction - INFO - Epoch [92][1380/2147] lr: 1.439e-01, eta: 6 days, 19:20:58, time: 1.648, data_time: 0.004, memory: 16628, top1_acc: 0.3558, top5_acc: 0.6000, loss_cls: 2.9725, loss: 2.9725, grad_norm: 1.8221 2021-01-22 15:01:08,674 - mmaction - INFO - Epoch [92][1400/2147] lr: 1.439e-01, eta: 6 days, 19:20:17, time: 1.448, data_time: 0.007, memory: 16628, top1_acc: 0.3482, top5_acc: 0.6152, loss_cls: 2.8997, loss: 2.8997, grad_norm: 1.8610 2021-01-22 15:01:37,121 - mmaction - INFO - Epoch [92][1420/2147] lr: 1.439e-01, eta: 6 days, 19:19:35, time: 1.422, data_time: 0.002, memory: 16628, top1_acc: 0.3540, top5_acc: 0.6031, loss_cls: 2.9425, loss: 2.9425, grad_norm: 1.8331 2021-01-22 15:02:11,774 - mmaction - INFO - Epoch [92][1440/2147] lr: 1.439e-01, eta: 6 days, 19:19:04, time: 1.733, data_time: 0.005, memory: 16628, top1_acc: 0.3540, top5_acc: 0.6067, loss_cls: 2.9534, loss: 2.9534, grad_norm: 1.8167 2021-01-22 15:02:41,001 - mmaction - INFO - Epoch [92][1460/2147] lr: 1.439e-01, eta: 6 days, 19:18:24, time: 1.461, data_time: 0.005, memory: 16628, top1_acc: 0.3321, top5_acc: 0.5933, loss_cls: 3.0352, loss: 3.0352, grad_norm: 1.8874 2021-01-22 15:03:12,724 - mmaction - INFO - Epoch [92][1480/2147] lr: 1.439e-01, eta: 6 days, 19:17:47, time: 1.586, data_time: 0.004, memory: 16628, top1_acc: 0.3429, top5_acc: 0.6013, loss_cls: 3.0131, loss: 3.0131, grad_norm: 1.8609 2021-01-22 15:03:41,360 - mmaction - INFO - Epoch [92][1500/2147] lr: 1.439e-01, eta: 6 days, 19:17:06, time: 1.431, data_time: 0.004, memory: 16628, top1_acc: 0.3714, top5_acc: 0.6125, loss_cls: 2.9091, loss: 2.9091, grad_norm: 1.8655 2021-01-22 15:04:09,764 - mmaction - INFO - Epoch [92][1520/2147] lr: 1.439e-01, eta: 6 days, 19:16:24, time: 1.421, data_time: 0.004, memory: 16628, top1_acc: 0.3460, top5_acc: 0.5987, loss_cls: 2.9765, loss: 2.9765, grad_norm: 1.8844 2021-01-22 15:04:40,276 - mmaction - INFO - Epoch [92][1540/2147] lr: 1.439e-01, eta: 6 days, 19:15:45, time: 1.526, data_time: 0.004, memory: 16628, top1_acc: 0.3388, top5_acc: 0.5987, loss_cls: 2.9916, loss: 2.9916, grad_norm: 1.8035 2021-01-22 15:05:09,692 - mmaction - INFO - Epoch [92][1560/2147] lr: 1.439e-01, eta: 6 days, 19:15:04, time: 1.460, data_time: 0.002, memory: 16628, top1_acc: 0.3536, top5_acc: 0.6165, loss_cls: 2.9285, loss: 2.9285, grad_norm: 1.8580 2021-01-22 15:05:41,872 - mmaction - INFO - Epoch [92][1580/2147] lr: 1.439e-01, eta: 6 days, 19:14:29, time: 1.619, data_time: 0.012, memory: 16628, top1_acc: 0.3397, top5_acc: 0.5866, loss_cls: 3.0463, loss: 3.0463, grad_norm: 1.8502 2021-01-22 15:06:10,589 - mmaction - INFO - Epoch [92][1600/2147] lr: 1.439e-01, eta: 6 days, 19:13:48, time: 1.437, data_time: 0.004, memory: 16628, top1_acc: 0.3192, top5_acc: 0.5937, loss_cls: 3.0500, loss: 3.0500, grad_norm: 1.8177 2021-01-22 15:06:39,488 - mmaction - INFO - Epoch [92][1620/2147] lr: 1.439e-01, eta: 6 days, 19:13:07, time: 1.442, data_time: 0.004, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5844, loss_cls: 3.0323, loss: 3.0323, grad_norm: 1.8638 2021-01-22 15:07:10,897 - mmaction - INFO - Epoch [92][1640/2147] lr: 1.439e-01, eta: 6 days, 19:12:30, time: 1.573, data_time: 0.004, memory: 16628, top1_acc: 0.3317, top5_acc: 0.5866, loss_cls: 3.0960, loss: 3.0960, grad_norm: 1.8486 2021-01-22 15:07:41,756 - mmaction - INFO - Epoch [92][1660/2147] lr: 1.439e-01, eta: 6 days, 19:11:52, time: 1.541, data_time: 0.005, memory: 16628, top1_acc: 0.3250, top5_acc: 0.5955, loss_cls: 3.0004, loss: 3.0004, grad_norm: 1.8603 2021-01-22 15:08:10,546 - mmaction - INFO - Epoch [92][1680/2147] lr: 1.439e-01, eta: 6 days, 19:11:11, time: 1.440, data_time: 0.007, memory: 16628, top1_acc: 0.3567, top5_acc: 0.6071, loss_cls: 2.9633, loss: 2.9633, grad_norm: 1.8718 2021-01-22 15:08:39,682 - mmaction - INFO - Epoch [92][1700/2147] lr: 1.439e-01, eta: 6 days, 19:10:30, time: 1.458, data_time: 0.011, memory: 16628, top1_acc: 0.3540, top5_acc: 0.6156, loss_cls: 2.9131, loss: 2.9131, grad_norm: 1.8272 2021-01-22 15:09:10,387 - mmaction - INFO - Epoch [92][1720/2147] lr: 1.439e-01, eta: 6 days, 19:09:52, time: 1.536, data_time: 0.010, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5973, loss_cls: 3.0080, loss: 3.0080, grad_norm: 1.8683 2021-01-22 15:09:38,727 - mmaction - INFO - Epoch [92][1740/2147] lr: 1.439e-01, eta: 6 days, 19:09:10, time: 1.416, data_time: 0.001, memory: 16628, top1_acc: 0.3375, top5_acc: 0.5884, loss_cls: 3.0014, loss: 3.0014, grad_norm: 1.8455 2021-01-22 15:10:09,210 - mmaction - INFO - Epoch [92][1760/2147] lr: 1.439e-01, eta: 6 days, 19:08:31, time: 1.523, data_time: 0.003, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5808, loss_cls: 3.0221, loss: 3.0221, grad_norm: 1.8803 2021-01-22 15:10:38,048 - mmaction - INFO - Epoch [92][1780/2147] lr: 1.439e-01, eta: 6 days, 19:07:50, time: 1.442, data_time: 0.004, memory: 16628, top1_acc: 0.3482, top5_acc: 0.6040, loss_cls: 2.9475, loss: 2.9475, grad_norm: 1.8725 2021-01-22 15:11:07,600 - mmaction - INFO - Epoch [92][1800/2147] lr: 1.439e-01, eta: 6 days, 19:07:10, time: 1.475, data_time: 0.005, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5902, loss_cls: 3.0780, loss: 3.0780, grad_norm: 1.8373 2021-01-22 15:11:44,721 - mmaction - INFO - Epoch [92][1820/2147] lr: 1.439e-01, eta: 6 days, 19:06:43, time: 1.859, data_time: 0.008, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5710, loss_cls: 3.0971, loss: 3.0971, grad_norm: 1.8524 2021-01-22 15:12:15,487 - mmaction - INFO - Epoch [92][1840/2147] lr: 1.439e-01, eta: 6 days, 19:06:05, time: 1.537, data_time: 0.004, memory: 16628, top1_acc: 0.3438, top5_acc: 0.5987, loss_cls: 3.0018, loss: 3.0018, grad_norm: 1.8500 2021-01-22 15:12:45,629 - mmaction - INFO - Epoch [92][1860/2147] lr: 1.439e-01, eta: 6 days, 19:05:26, time: 1.505, data_time: 0.010, memory: 16628, top1_acc: 0.3420, top5_acc: 0.5754, loss_cls: 3.0664, loss: 3.0664, grad_norm: 1.8481 2021-01-22 15:13:17,042 - mmaction - INFO - Epoch [92][1880/2147] lr: 1.439e-01, eta: 6 days, 19:04:50, time: 1.574, data_time: 0.019, memory: 16628, top1_acc: 0.3263, top5_acc: 0.5996, loss_cls: 3.0295, loss: 3.0295, grad_norm: 1.8121 2021-01-22 15:13:46,693 - mmaction - INFO - Epoch [92][1900/2147] lr: 1.439e-01, eta: 6 days, 19:04:10, time: 1.483, data_time: 0.003, memory: 16628, top1_acc: 0.3384, top5_acc: 0.5938, loss_cls: 3.0020, loss: 3.0020, grad_norm: 1.7780 2021-01-22 15:14:16,168 - mmaction - INFO - Epoch [92][1920/2147] lr: 1.439e-01, eta: 6 days, 19:03:30, time: 1.474, data_time: 0.003, memory: 16628, top1_acc: 0.3411, top5_acc: 0.5969, loss_cls: 2.9977, loss: 2.9977, grad_norm: 1.8575 2021-01-22 15:14:45,845 - mmaction - INFO - Epoch [92][1940/2147] lr: 1.439e-01, eta: 6 days, 19:02:50, time: 1.484, data_time: 0.003, memory: 16628, top1_acc: 0.3531, top5_acc: 0.6009, loss_cls: 2.9444, loss: 2.9444, grad_norm: 1.8613 2021-01-22 15:15:15,937 - mmaction - INFO - Epoch [92][1960/2147] lr: 1.439e-01, eta: 6 days, 19:02:11, time: 1.503, data_time: 0.002, memory: 16628, top1_acc: 0.3402, top5_acc: 0.5960, loss_cls: 3.0167, loss: 3.0167, grad_norm: 1.8542 2021-01-22 15:15:44,528 - mmaction - INFO - Epoch [92][1980/2147] lr: 1.439e-01, eta: 6 days, 19:01:29, time: 1.431, data_time: 0.007, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5955, loss_cls: 3.0473, loss: 3.0473, grad_norm: 1.8402 2021-01-22 15:16:16,126 - mmaction - INFO - Epoch [92][2000/2147] lr: 1.439e-01, eta: 6 days, 19:00:52, time: 1.573, data_time: 0.001, memory: 16628, top1_acc: 0.3415, top5_acc: 0.5951, loss_cls: 2.9822, loss: 2.9822, grad_norm: 1.8057 2021-01-22 15:16:47,985 - mmaction - INFO - Epoch [92][2020/2147] lr: 1.439e-01, eta: 6 days, 19:00:17, time: 1.598, data_time: 0.020, memory: 16628, top1_acc: 0.3518, top5_acc: 0.5835, loss_cls: 3.0353, loss: 3.0353, grad_norm: 1.8037 2021-01-22 15:17:18,835 - mmaction - INFO - Epoch [92][2040/2147] lr: 1.439e-01, eta: 6 days, 18:59:39, time: 1.541, data_time: 0.007, memory: 16628, top1_acc: 0.3393, top5_acc: 0.6054, loss_cls: 2.9740, loss: 2.9740, grad_norm: 1.8813 2021-01-22 15:17:47,577 - mmaction - INFO - Epoch [92][2060/2147] lr: 1.439e-01, eta: 6 days, 18:58:57, time: 1.439, data_time: 0.007, memory: 16628, top1_acc: 0.3232, top5_acc: 0.5955, loss_cls: 3.0602, loss: 3.0602, grad_norm: 1.8742 2021-01-22 15:18:16,743 - mmaction - INFO - Epoch [92][2080/2147] lr: 1.439e-01, eta: 6 days, 18:58:17, time: 1.458, data_time: 0.002, memory: 16628, top1_acc: 0.3371, top5_acc: 0.6018, loss_cls: 3.0147, loss: 3.0147, grad_norm: 1.8115 2021-01-22 15:18:45,478 - mmaction - INFO - Epoch [92][2100/2147] lr: 1.439e-01, eta: 6 days, 18:57:35, time: 1.437, data_time: 0.006, memory: 16628, top1_acc: 0.3464, top5_acc: 0.6009, loss_cls: 2.9565, loss: 2.9565, grad_norm: 1.8613 2021-01-22 15:19:14,260 - mmaction - INFO - Epoch [92][2120/2147] lr: 1.439e-01, eta: 6 days, 18:56:54, time: 1.439, data_time: 0.004, memory: 16628, top1_acc: 0.3554, top5_acc: 0.6187, loss_cls: 2.9273, loss: 2.9273, grad_norm: 1.8338 2021-01-22 15:19:43,010 - mmaction - INFO - Epoch [92][2140/2147] lr: 1.439e-01, eta: 6 days, 18:56:12, time: 1.437, data_time: 0.002, memory: 16628, top1_acc: 0.3335, top5_acc: 0.6013, loss_cls: 2.9739, loss: 2.9739, grad_norm: 1.8429 2021-01-22 15:20:10,656 - mmaction - INFO - Saving checkpoint at 92 epochs 2021-01-22 15:25:33,376 - mmaction - INFO - Epoch [93][20/2147] lr: 1.428e-01, eta: 6 days, 19:03:39, time: 16.042, data_time: 14.354, memory: 16628, top1_acc: 0.3375, top5_acc: 0.5875, loss_cls: 3.0060, loss: 3.0060, grad_norm: 1.8523 2021-01-22 15:26:02,003 - mmaction - INFO - Epoch [93][40/2147] lr: 1.428e-01, eta: 6 days, 19:02:57, time: 1.432, data_time: 0.006, memory: 16628, top1_acc: 0.3580, top5_acc: 0.6089, loss_cls: 2.9560, loss: 2.9560, grad_norm: 1.8316 2021-01-22 15:26:32,608 - mmaction - INFO - Epoch [93][60/2147] lr: 1.428e-01, eta: 6 days, 19:02:19, time: 1.529, data_time: 0.001, memory: 16628, top1_acc: 0.3576, top5_acc: 0.6259, loss_cls: 2.8915, loss: 2.8915, grad_norm: 1.8210 2021-01-22 15:27:11,356 - mmaction - INFO - Epoch [93][80/2147] lr: 1.428e-01, eta: 6 days, 19:01:55, time: 1.938, data_time: 0.104, memory: 16628, top1_acc: 0.3603, top5_acc: 0.6094, loss_cls: 2.9375, loss: 2.9375, grad_norm: 1.8579 2021-01-22 15:27:40,020 - mmaction - INFO - Epoch [93][100/2147] lr: 1.428e-01, eta: 6 days, 19:01:14, time: 1.431, data_time: 0.002, memory: 16628, top1_acc: 0.3661, top5_acc: 0.6179, loss_cls: 2.8928, loss: 2.8928, grad_norm: 1.8381 2021-01-22 15:28:08,958 - mmaction - INFO - Epoch [93][120/2147] lr: 1.428e-01, eta: 6 days, 19:00:32, time: 1.446, data_time: 0.007, memory: 16628, top1_acc: 0.3388, top5_acc: 0.6004, loss_cls: 3.0154, loss: 3.0154, grad_norm: 1.8769 2021-01-22 15:28:38,951 - mmaction - INFO - Epoch [93][140/2147] lr: 1.428e-01, eta: 6 days, 18:59:53, time: 1.500, data_time: 0.007, memory: 16628, top1_acc: 0.3478, top5_acc: 0.6000, loss_cls: 2.9660, loss: 2.9660, grad_norm: 1.8559 2021-01-22 15:29:10,764 - mmaction - INFO - Epoch [93][160/2147] lr: 1.428e-01, eta: 6 days, 18:59:17, time: 1.593, data_time: 0.005, memory: 16628, top1_acc: 0.3598, top5_acc: 0.6121, loss_cls: 2.9398, loss: 2.9398, grad_norm: 1.8138 2021-01-22 15:29:41,896 - mmaction - INFO - Epoch [93][180/2147] lr: 1.428e-01, eta: 6 days, 18:58:40, time: 1.553, data_time: 0.008, memory: 16628, top1_acc: 0.3482, top5_acc: 0.6098, loss_cls: 2.9630, loss: 2.9630, grad_norm: 1.9046 2021-01-22 15:30:13,815 - mmaction - INFO - Epoch [93][200/2147] lr: 1.428e-01, eta: 6 days, 18:58:04, time: 1.599, data_time: 0.011, memory: 16628, top1_acc: 0.3629, top5_acc: 0.6107, loss_cls: 2.9354, loss: 2.9354, grad_norm: 1.8134 2021-01-22 15:30:42,532 - mmaction - INFO - Epoch [93][220/2147] lr: 1.428e-01, eta: 6 days, 18:57:22, time: 1.439, data_time: 0.004, memory: 16628, top1_acc: 0.3625, top5_acc: 0.6031, loss_cls: 2.9123, loss: 2.9123, grad_norm: 1.8464 2021-01-22 15:31:11,211 - mmaction - INFO - Epoch [93][240/2147] lr: 1.428e-01, eta: 6 days, 18:56:40, time: 1.429, data_time: 0.001, memory: 16628, top1_acc: 0.3509, top5_acc: 0.6121, loss_cls: 2.9388, loss: 2.9388, grad_norm: 1.8625 2021-01-22 15:31:42,832 - mmaction - INFO - Epoch [93][260/2147] lr: 1.428e-01, eta: 6 days, 18:55:59, time: 1.443, data_time: 0.009, memory: 16628, top1_acc: 0.3549, top5_acc: 0.6192, loss_cls: 2.9048, loss: 2.9048, grad_norm: 1.8973 2021-01-22 15:32:15,406 - mmaction - INFO - Epoch [93][280/2147] lr: 1.428e-01, eta: 6 days, 18:55:29, time: 1.769, data_time: 0.157, memory: 16628, top1_acc: 0.3531, top5_acc: 0.5973, loss_cls: 2.9788, loss: 2.9788, grad_norm: 1.8497 2021-01-22 15:32:44,095 - mmaction - INFO - Epoch [93][300/2147] lr: 1.428e-01, eta: 6 days, 18:54:48, time: 1.437, data_time: 0.006, memory: 16628, top1_acc: 0.3473, top5_acc: 0.6201, loss_cls: 2.9252, loss: 2.9252, grad_norm: 1.8459 2021-01-22 15:33:15,336 - mmaction - INFO - Epoch [93][320/2147] lr: 1.428e-01, eta: 6 days, 18:54:11, time: 1.557, data_time: 0.005, memory: 16628, top1_acc: 0.3629, top5_acc: 0.5942, loss_cls: 2.9800, loss: 2.9800, grad_norm: 1.8037 2021-01-22 15:33:46,469 - mmaction - INFO - Epoch [93][340/2147] lr: 1.428e-01, eta: 6 days, 18:53:34, time: 1.561, data_time: 0.012, memory: 16628, top1_acc: 0.3571, top5_acc: 0.6187, loss_cls: 2.8945, loss: 2.8945, grad_norm: 1.8757 2021-01-22 15:34:15,334 - mmaction - INFO - Epoch [93][360/2147] lr: 1.428e-01, eta: 6 days, 18:52:52, time: 1.444, data_time: 0.003, memory: 16628, top1_acc: 0.3567, top5_acc: 0.6080, loss_cls: 2.9446, loss: 2.9446, grad_norm: 1.8905 2021-01-22 15:34:45,689 - mmaction - INFO - Epoch [93][380/2147] lr: 1.428e-01, eta: 6 days, 18:52:12, time: 1.476, data_time: 0.005, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5915, loss_cls: 3.0156, loss: 3.0156, grad_norm: 1.8555 2021-01-22 15:35:14,483 - mmaction - INFO - Epoch [93][400/2147] lr: 1.428e-01, eta: 6 days, 18:51:32, time: 1.479, data_time: 0.044, memory: 16628, top1_acc: 0.3522, top5_acc: 0.5906, loss_cls: 3.0020, loss: 3.0020, grad_norm: 1.8713 2021-01-22 15:35:44,476 - mmaction - INFO - Epoch [93][420/2147] lr: 1.428e-01, eta: 6 days, 18:50:53, time: 1.502, data_time: 0.014, memory: 16628, top1_acc: 0.3589, top5_acc: 0.6125, loss_cls: 2.9435, loss: 2.9435, grad_norm: 1.8544 2021-01-22 15:36:14,261 - mmaction - INFO - Epoch [93][440/2147] lr: 1.428e-01, eta: 6 days, 18:50:13, time: 1.484, data_time: 0.003, memory: 16628, top1_acc: 0.3424, top5_acc: 0.5951, loss_cls: 2.9681, loss: 2.9681, grad_norm: 1.8651 2021-01-22 15:36:46,878 - mmaction - INFO - Epoch [93][460/2147] lr: 1.428e-01, eta: 6 days, 18:49:39, time: 1.634, data_time: 0.009, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5835, loss_cls: 3.0568, loss: 3.0568, grad_norm: 1.8591 2021-01-22 15:37:18,313 - mmaction - INFO - Epoch [93][480/2147] lr: 1.428e-01, eta: 6 days, 18:49:02, time: 1.572, data_time: 0.120, memory: 16628, top1_acc: 0.3719, top5_acc: 0.6049, loss_cls: 2.9833, loss: 2.9833, grad_norm: 1.8501 2021-01-22 15:37:47,954 - mmaction - INFO - Epoch [93][500/2147] lr: 1.428e-01, eta: 6 days, 18:48:22, time: 1.483, data_time: 0.008, memory: 16628, top1_acc: 0.3321, top5_acc: 0.6027, loss_cls: 2.9745, loss: 2.9745, grad_norm: 1.8187 2021-01-22 15:38:17,141 - mmaction - INFO - Epoch [93][520/2147] lr: 1.428e-01, eta: 6 days, 18:47:41, time: 1.459, data_time: 0.002, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5987, loss_cls: 3.0155, loss: 3.0155, grad_norm: 1.8142 2021-01-22 15:38:48,598 - mmaction - INFO - Epoch [93][540/2147] lr: 1.428e-01, eta: 6 days, 18:47:05, time: 1.572, data_time: 0.004, memory: 16628, top1_acc: 0.3536, top5_acc: 0.6112, loss_cls: 2.9052, loss: 2.9052, grad_norm: 1.8059 2021-01-22 15:39:17,909 - mmaction - INFO - Epoch [93][560/2147] lr: 1.428e-01, eta: 6 days, 18:46:24, time: 1.466, data_time: 0.006, memory: 16628, top1_acc: 0.3580, top5_acc: 0.6147, loss_cls: 2.9343, loss: 2.9343, grad_norm: 1.9016 2021-01-22 15:39:47,774 - mmaction - INFO - Epoch [93][580/2147] lr: 1.428e-01, eta: 6 days, 18:45:45, time: 1.492, data_time: 0.005, memory: 16628, top1_acc: 0.3629, top5_acc: 0.6143, loss_cls: 2.9058, loss: 2.9058, grad_norm: 1.9003 2021-01-22 15:40:19,618 - mmaction - INFO - Epoch [93][600/2147] lr: 1.428e-01, eta: 6 days, 18:45:09, time: 1.594, data_time: 0.006, memory: 16628, top1_acc: 0.3330, top5_acc: 0.5902, loss_cls: 3.0038, loss: 3.0038, grad_norm: 1.8706 2021-01-22 15:40:48,628 - mmaction - INFO - Epoch [93][620/2147] lr: 1.428e-01, eta: 6 days, 18:44:28, time: 1.450, data_time: 0.004, memory: 16628, top1_acc: 0.3527, top5_acc: 0.6036, loss_cls: 2.9532, loss: 2.9532, grad_norm: 1.8180 2021-01-22 15:41:18,682 - mmaction - INFO - Epoch [93][640/2147] lr: 1.428e-01, eta: 6 days, 18:43:48, time: 1.503, data_time: 0.008, memory: 16628, top1_acc: 0.3406, top5_acc: 0.5996, loss_cls: 3.0254, loss: 3.0254, grad_norm: 1.8990 2021-01-22 15:41:50,254 - mmaction - INFO - Epoch [93][660/2147] lr: 1.428e-01, eta: 6 days, 18:43:12, time: 1.578, data_time: 0.005, memory: 16628, top1_acc: 0.3670, top5_acc: 0.6228, loss_cls: 2.8800, loss: 2.8800, grad_norm: 1.8824 2021-01-22 15:42:20,444 - mmaction - INFO - Epoch [93][680/2147] lr: 1.428e-01, eta: 6 days, 18:42:33, time: 1.504, data_time: 0.003, memory: 16628, top1_acc: 0.3205, top5_acc: 0.5777, loss_cls: 3.0909, loss: 3.0909, grad_norm: 1.8894 2021-01-22 15:42:51,543 - mmaction - INFO - Epoch [93][700/2147] lr: 1.428e-01, eta: 6 days, 18:41:56, time: 1.562, data_time: 0.010, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5893, loss_cls: 3.0269, loss: 3.0269, grad_norm: 1.8407 2021-01-22 15:43:21,208 - mmaction - INFO - Epoch [93][720/2147] lr: 1.428e-01, eta: 6 days, 18:41:16, time: 1.482, data_time: 0.002, memory: 16628, top1_acc: 0.3424, top5_acc: 0.5933, loss_cls: 3.0396, loss: 3.0396, grad_norm: 1.8674 2021-01-22 15:43:51,323 - mmaction - INFO - Epoch [93][740/2147] lr: 1.428e-01, eta: 6 days, 18:40:37, time: 1.506, data_time: 0.013, memory: 16628, top1_acc: 0.3580, top5_acc: 0.5964, loss_cls: 2.9749, loss: 2.9749, grad_norm: 1.7849 2021-01-22 15:44:20,806 - mmaction - INFO - Epoch [93][760/2147] lr: 1.428e-01, eta: 6 days, 18:39:57, time: 1.473, data_time: 0.008, memory: 16628, top1_acc: 0.3558, top5_acc: 0.6094, loss_cls: 2.9149, loss: 2.9149, grad_norm: 1.8469 2021-01-22 15:44:53,145 - mmaction - INFO - Epoch [93][780/2147] lr: 1.428e-01, eta: 6 days, 18:39:22, time: 1.617, data_time: 0.010, memory: 16628, top1_acc: 0.3388, top5_acc: 0.5964, loss_cls: 3.0248, loss: 3.0248, grad_norm: 1.8537 2021-01-22 15:45:26,481 - mmaction - INFO - Epoch [93][800/2147] lr: 1.428e-01, eta: 6 days, 18:38:48, time: 1.669, data_time: 0.004, memory: 16628, top1_acc: 0.3424, top5_acc: 0.5996, loss_cls: 2.9904, loss: 2.9904, grad_norm: 1.8378 2021-01-22 15:45:55,570 - mmaction - INFO - Epoch [93][820/2147] lr: 1.428e-01, eta: 6 days, 18:38:07, time: 1.453, data_time: 0.003, memory: 16628, top1_acc: 0.3478, top5_acc: 0.5924, loss_cls: 2.9864, loss: 2.9864, grad_norm: 1.8442 2021-01-22 15:46:24,382 - mmaction - INFO - Epoch [93][840/2147] lr: 1.428e-01, eta: 6 days, 18:37:26, time: 1.441, data_time: 0.005, memory: 16628, top1_acc: 0.3473, top5_acc: 0.5973, loss_cls: 2.9896, loss: 2.9896, grad_norm: 1.8253 2021-01-22 15:47:06,330 - mmaction - INFO - Epoch [93][860/2147] lr: 1.428e-01, eta: 6 days, 18:37:08, time: 2.094, data_time: 0.007, memory: 16628, top1_acc: 0.3580, top5_acc: 0.6036, loss_cls: 2.9768, loss: 2.9768, grad_norm: 1.8157 2021-01-22 15:47:35,229 - mmaction - INFO - Epoch [93][880/2147] lr: 1.428e-01, eta: 6 days, 18:36:27, time: 1.451, data_time: 0.012, memory: 16628, top1_acc: 0.3478, top5_acc: 0.6054, loss_cls: 2.9585, loss: 2.9585, grad_norm: 1.8347 2021-01-22 15:48:04,112 - mmaction - INFO - Epoch [93][900/2147] lr: 1.428e-01, eta: 6 days, 18:35:46, time: 1.444, data_time: 0.002, memory: 16628, top1_acc: 0.3424, top5_acc: 0.6013, loss_cls: 2.9771, loss: 2.9771, grad_norm: 1.8411 2021-01-22 15:48:32,773 - mmaction - INFO - Epoch [93][920/2147] lr: 1.428e-01, eta: 6 days, 18:35:04, time: 1.433, data_time: 0.003, memory: 16628, top1_acc: 0.3460, top5_acc: 0.6089, loss_cls: 2.9217, loss: 2.9217, grad_norm: 1.9058 2021-01-22 15:49:01,810 - mmaction - INFO - Epoch [93][940/2147] lr: 1.428e-01, eta: 6 days, 18:34:23, time: 1.447, data_time: 0.004, memory: 16628, top1_acc: 0.3549, top5_acc: 0.6027, loss_cls: 2.9545, loss: 2.9545, grad_norm: 1.8768 2021-01-22 15:49:32,871 - mmaction - INFO - Epoch [93][960/2147] lr: 1.428e-01, eta: 6 days, 18:33:46, time: 1.559, data_time: 0.011, memory: 16628, top1_acc: 0.3482, top5_acc: 0.6031, loss_cls: 2.9824, loss: 2.9824, grad_norm: 1.8303 2021-01-22 15:50:04,043 - mmaction - INFO - Epoch [93][980/2147] lr: 1.428e-01, eta: 6 days, 18:33:09, time: 1.558, data_time: 0.006, memory: 16628, top1_acc: 0.3629, top5_acc: 0.6062, loss_cls: 2.9301, loss: 2.9301, grad_norm: 1.8206 2021-01-22 15:50:33,116 - mmaction - INFO - Epoch [93][1000/2147] lr: 1.428e-01, eta: 6 days, 18:32:28, time: 1.454, data_time: 0.004, memory: 16628, top1_acc: 0.3402, top5_acc: 0.5893, loss_cls: 3.0028, loss: 3.0028, grad_norm: 1.8424 2021-01-22 15:51:02,391 - mmaction - INFO - Epoch [93][1020/2147] lr: 1.428e-01, eta: 6 days, 18:31:47, time: 1.458, data_time: 0.005, memory: 16628, top1_acc: 0.3638, top5_acc: 0.6040, loss_cls: 2.8880, loss: 2.8880, grad_norm: 1.8311 2021-01-22 15:51:33,018 - mmaction - INFO - Epoch [93][1040/2147] lr: 1.428e-01, eta: 6 days, 18:31:09, time: 1.533, data_time: 0.008, memory: 16628, top1_acc: 0.3375, top5_acc: 0.5897, loss_cls: 3.0485, loss: 3.0485, grad_norm: 1.8771 2021-01-22 15:52:04,226 - mmaction - INFO - Epoch [93][1060/2147] lr: 1.428e-01, eta: 6 days, 18:30:32, time: 1.564, data_time: 0.045, memory: 16628, top1_acc: 0.3393, top5_acc: 0.5964, loss_cls: 2.9713, loss: 2.9713, grad_norm: 1.8318 2021-01-22 15:52:33,387 - mmaction - INFO - Epoch [93][1080/2147] lr: 1.428e-01, eta: 6 days, 18:29:51, time: 1.458, data_time: 0.003, memory: 16628, top1_acc: 0.3513, top5_acc: 0.6036, loss_cls: 2.9714, loss: 2.9714, grad_norm: 1.8627 2021-01-22 15:53:02,586 - mmaction - INFO - Epoch [93][1100/2147] lr: 1.428e-01, eta: 6 days, 18:29:11, time: 1.460, data_time: 0.005, memory: 16628, top1_acc: 0.3594, top5_acc: 0.6246, loss_cls: 2.9183, loss: 2.9183, grad_norm: 1.8645 2021-01-22 15:53:31,562 - mmaction - INFO - Epoch [93][1120/2147] lr: 1.428e-01, eta: 6 days, 18:28:30, time: 1.446, data_time: 0.005, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6362, loss_cls: 2.8255, loss: 2.8255, grad_norm: 1.7963 2021-01-22 15:54:03,913 - mmaction - INFO - Epoch [93][1140/2147] lr: 1.428e-01, eta: 6 days, 18:27:55, time: 1.618, data_time: 0.008, memory: 16628, top1_acc: 0.3464, top5_acc: 0.5942, loss_cls: 2.9846, loss: 2.9846, grad_norm: 1.8862 2021-01-22 15:54:37,301 - mmaction - INFO - Epoch [93][1160/2147] lr: 1.428e-01, eta: 6 days, 18:27:21, time: 1.671, data_time: 0.005, memory: 16628, top1_acc: 0.3473, top5_acc: 0.5982, loss_cls: 3.0016, loss: 3.0016, grad_norm: 1.8828 2021-01-22 15:55:06,341 - mmaction - INFO - Epoch [93][1180/2147] lr: 1.428e-01, eta: 6 days, 18:26:41, time: 1.453, data_time: 0.016, memory: 16628, top1_acc: 0.3487, top5_acc: 0.5871, loss_cls: 3.0200, loss: 3.0200, grad_norm: 1.8640 2021-01-22 15:55:34,913 - mmaction - INFO - Epoch [93][1200/2147] lr: 1.428e-01, eta: 6 days, 18:25:59, time: 1.426, data_time: 0.005, memory: 16628, top1_acc: 0.3420, top5_acc: 0.6058, loss_cls: 2.9816, loss: 2.9816, grad_norm: 1.8952 2021-01-22 15:56:06,404 - mmaction - INFO - Epoch [93][1220/2147] lr: 1.428e-01, eta: 6 days, 18:25:22, time: 1.569, data_time: 0.004, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5804, loss_cls: 3.0368, loss: 3.0368, grad_norm: 1.8473 2021-01-22 15:56:35,049 - mmaction - INFO - Epoch [93][1240/2147] lr: 1.428e-01, eta: 6 days, 18:24:41, time: 1.440, data_time: 0.010, memory: 16628, top1_acc: 0.3509, top5_acc: 0.6000, loss_cls: 3.0020, loss: 3.0020, grad_norm: 1.8772 2021-01-22 15:57:16,448 - mmaction - INFO - Epoch [93][1260/2147] lr: 1.428e-01, eta: 6 days, 18:24:21, time: 2.062, data_time: 0.010, memory: 16628, top1_acc: 0.3513, top5_acc: 0.5964, loss_cls: 3.0093, loss: 3.0093, grad_norm: 1.8064 2021-01-22 15:57:49,158 - mmaction - INFO - Epoch [93][1280/2147] lr: 1.428e-01, eta: 6 days, 18:23:47, time: 1.637, data_time: 0.013, memory: 16628, top1_acc: 0.3438, top5_acc: 0.6080, loss_cls: 2.9828, loss: 2.9828, grad_norm: 1.8377 2021-01-22 15:58:18,169 - mmaction - INFO - Epoch [93][1300/2147] lr: 1.428e-01, eta: 6 days, 18:23:06, time: 1.453, data_time: 0.007, memory: 16628, top1_acc: 0.3513, top5_acc: 0.6027, loss_cls: 2.9500, loss: 2.9500, grad_norm: 1.8702 2021-01-22 15:58:50,585 - mmaction - INFO - Epoch [93][1320/2147] lr: 1.428e-01, eta: 6 days, 18:22:31, time: 1.625, data_time: 0.013, memory: 16628, top1_acc: 0.3451, top5_acc: 0.5933, loss_cls: 3.0431, loss: 3.0431, grad_norm: 1.8702 2021-01-22 15:59:19,228 - mmaction - INFO - Epoch [93][1340/2147] lr: 1.428e-01, eta: 6 days, 18:21:50, time: 1.430, data_time: 0.004, memory: 16628, top1_acc: 0.3496, top5_acc: 0.6018, loss_cls: 2.9779, loss: 2.9779, grad_norm: 1.8239 2021-01-22 15:59:47,686 - mmaction - INFO - Epoch [93][1360/2147] lr: 1.428e-01, eta: 6 days, 18:21:08, time: 1.423, data_time: 0.003, memory: 16628, top1_acc: 0.3491, top5_acc: 0.6143, loss_cls: 2.9533, loss: 2.9533, grad_norm: 1.8213 2021-01-22 16:00:17,212 - mmaction - INFO - Epoch [93][1380/2147] lr: 1.428e-01, eta: 6 days, 18:20:28, time: 1.476, data_time: 0.004, memory: 16628, top1_acc: 0.3625, top5_acc: 0.5991, loss_cls: 2.9637, loss: 2.9637, grad_norm: 1.8592 2021-01-22 16:00:45,933 - mmaction - INFO - Epoch [93][1400/2147] lr: 1.428e-01, eta: 6 days, 18:19:46, time: 1.438, data_time: 0.004, memory: 16628, top1_acc: 0.3496, top5_acc: 0.5937, loss_cls: 2.9471, loss: 2.9471, grad_norm: 1.7963 2021-01-22 16:01:14,660 - mmaction - INFO - Epoch [93][1420/2147] lr: 1.428e-01, eta: 6 days, 18:19:05, time: 1.436, data_time: 0.004, memory: 16628, top1_acc: 0.3571, top5_acc: 0.6031, loss_cls: 2.9840, loss: 2.9840, grad_norm: 1.8353 2021-01-22 16:01:49,442 - mmaction - INFO - Epoch [93][1440/2147] lr: 1.428e-01, eta: 6 days, 18:18:34, time: 1.735, data_time: 0.008, memory: 16628, top1_acc: 0.3438, top5_acc: 0.6071, loss_cls: 2.9637, loss: 2.9637, grad_norm: 1.8426 2021-01-22 16:02:18,380 - mmaction - INFO - Epoch [93][1460/2147] lr: 1.428e-01, eta: 6 days, 18:17:53, time: 1.452, data_time: 0.010, memory: 16628, top1_acc: 0.3518, top5_acc: 0.5991, loss_cls: 3.0132, loss: 3.0132, grad_norm: 1.8979 2021-01-22 16:02:48,391 - mmaction - INFO - Epoch [93][1480/2147] lr: 1.428e-01, eta: 6 days, 18:17:14, time: 1.500, data_time: 0.003, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5902, loss_cls: 3.0443, loss: 3.0443, grad_norm: 1.8942 2021-01-22 16:03:19,965 - mmaction - INFO - Epoch [93][1500/2147] lr: 1.428e-01, eta: 6 days, 18:16:37, time: 1.577, data_time: 0.006, memory: 16628, top1_acc: 0.3388, top5_acc: 0.5951, loss_cls: 2.9717, loss: 2.9717, grad_norm: 1.8268 2021-01-22 16:03:50,059 - mmaction - INFO - Epoch [93][1520/2147] lr: 1.428e-01, eta: 6 days, 18:15:58, time: 1.504, data_time: 0.003, memory: 16628, top1_acc: 0.3433, top5_acc: 0.6022, loss_cls: 2.9458, loss: 2.9458, grad_norm: 1.8182 2021-01-22 16:04:23,023 - mmaction - INFO - Epoch [93][1540/2147] lr: 1.428e-01, eta: 6 days, 18:15:24, time: 1.648, data_time: 0.003, memory: 16628, top1_acc: 0.3603, top5_acc: 0.6018, loss_cls: 2.9841, loss: 2.9841, grad_norm: 1.8427 2021-01-22 16:04:54,440 - mmaction - INFO - Epoch [93][1560/2147] lr: 1.428e-01, eta: 6 days, 18:14:48, time: 1.568, data_time: 0.008, memory: 16628, top1_acc: 0.3580, top5_acc: 0.5991, loss_cls: 2.9320, loss: 2.9320, grad_norm: 1.8301 2021-01-22 16:05:27,852 - mmaction - INFO - Epoch [93][1580/2147] lr: 1.428e-01, eta: 6 days, 18:14:15, time: 1.674, data_time: 0.005, memory: 16628, top1_acc: 0.3366, top5_acc: 0.5848, loss_cls: 2.9881, loss: 2.9881, grad_norm: 1.8638 2021-01-22 16:05:57,213 - mmaction - INFO - Epoch [93][1600/2147] lr: 1.428e-01, eta: 6 days, 18:13:34, time: 1.464, data_time: 0.003, memory: 16628, top1_acc: 0.3366, top5_acc: 0.5915, loss_cls: 3.0552, loss: 3.0552, grad_norm: 1.8248 2021-01-22 16:06:28,283 - mmaction - INFO - Epoch [93][1620/2147] lr: 1.428e-01, eta: 6 days, 18:12:57, time: 1.558, data_time: 0.010, memory: 16628, top1_acc: 0.3491, top5_acc: 0.5924, loss_cls: 3.0044, loss: 3.0044, grad_norm: 1.8481 2021-01-22 16:07:11,828 - mmaction - INFO - Epoch [93][1640/2147] lr: 1.428e-01, eta: 6 days, 18:12:41, time: 2.169, data_time: 0.002, memory: 16628, top1_acc: 0.3308, top5_acc: 0.5973, loss_cls: 3.0252, loss: 3.0252, grad_norm: 1.8534 2021-01-22 16:07:42,854 - mmaction - INFO - Epoch [93][1660/2147] lr: 1.428e-01, eta: 6 days, 18:12:04, time: 1.557, data_time: 0.016, memory: 16628, top1_acc: 0.3531, top5_acc: 0.6156, loss_cls: 2.9490, loss: 2.9490, grad_norm: 1.8235 2021-01-22 16:08:11,696 - mmaction - INFO - Epoch [93][1680/2147] lr: 1.428e-01, eta: 6 days, 18:11:23, time: 1.444, data_time: 0.006, memory: 16628, top1_acc: 0.3433, top5_acc: 0.6045, loss_cls: 2.9577, loss: 2.9577, grad_norm: 1.8778 2021-01-22 16:08:40,469 - mmaction - INFO - Epoch [93][1700/2147] lr: 1.428e-01, eta: 6 days, 18:10:42, time: 1.438, data_time: 0.001, memory: 16628, top1_acc: 0.3388, top5_acc: 0.5955, loss_cls: 3.0097, loss: 3.0097, grad_norm: 1.8255 2021-01-22 16:09:09,712 - mmaction - INFO - Epoch [93][1720/2147] lr: 1.428e-01, eta: 6 days, 18:10:01, time: 1.462, data_time: 0.003, memory: 16628, top1_acc: 0.3344, top5_acc: 0.5964, loss_cls: 3.0492, loss: 3.0492, grad_norm: 1.8211 2021-01-22 16:09:41,501 - mmaction - INFO - Epoch [93][1740/2147] lr: 1.428e-01, eta: 6 days, 18:09:25, time: 1.587, data_time: 0.008, memory: 16628, top1_acc: 0.3567, top5_acc: 0.6085, loss_cls: 2.9288, loss: 2.9288, grad_norm: 1.7953 2021-01-22 16:10:18,751 - mmaction - INFO - Epoch [93][1760/2147] lr: 1.428e-01, eta: 6 days, 18:08:59, time: 1.863, data_time: 0.014, memory: 16628, top1_acc: 0.3536, top5_acc: 0.6107, loss_cls: 2.8993, loss: 2.8993, grad_norm: 1.7929 2021-01-22 16:10:47,869 - mmaction - INFO - Epoch [93][1780/2147] lr: 1.428e-01, eta: 6 days, 18:08:18, time: 1.458, data_time: 0.004, memory: 16628, top1_acc: 0.3393, top5_acc: 0.6040, loss_cls: 2.9810, loss: 2.9810, grad_norm: 1.8657 2021-01-22 16:11:17,304 - mmaction - INFO - Epoch [93][1800/2147] lr: 1.428e-01, eta: 6 days, 18:07:38, time: 1.467, data_time: 0.004, memory: 16628, top1_acc: 0.3478, top5_acc: 0.6152, loss_cls: 2.9710, loss: 2.9710, grad_norm: 1.8248 2021-01-22 16:11:48,169 - mmaction - INFO - Epoch [93][1820/2147] lr: 1.428e-01, eta: 6 days, 18:07:00, time: 1.546, data_time: 0.010, memory: 16628, top1_acc: 0.3223, top5_acc: 0.5768, loss_cls: 3.1175, loss: 3.1175, grad_norm: 1.8305 2021-01-22 16:12:17,525 - mmaction - INFO - Epoch [93][1840/2147] lr: 1.428e-01, eta: 6 days, 18:06:20, time: 1.470, data_time: 0.016, memory: 16628, top1_acc: 0.3393, top5_acc: 0.5866, loss_cls: 3.0411, loss: 3.0411, grad_norm: 1.7692 2021-01-22 16:12:49,782 - mmaction - INFO - Epoch [93][1860/2147] lr: 1.428e-01, eta: 6 days, 18:05:44, time: 1.602, data_time: 0.008, memory: 16628, top1_acc: 0.3603, top5_acc: 0.6179, loss_cls: 2.9034, loss: 2.9034, grad_norm: 1.8482 2021-01-22 16:13:21,413 - mmaction - INFO - Epoch [93][1880/2147] lr: 1.428e-01, eta: 6 days, 18:05:08, time: 1.589, data_time: 0.015, memory: 16628, top1_acc: 0.3567, top5_acc: 0.6125, loss_cls: 2.9121, loss: 2.9121, grad_norm: 1.8503 2021-01-22 16:13:52,932 - mmaction - INFO - Epoch [93][1900/2147] lr: 1.428e-01, eta: 6 days, 18:04:32, time: 1.579, data_time: 0.010, memory: 16628, top1_acc: 0.3500, top5_acc: 0.6045, loss_cls: 2.9360, loss: 2.9360, grad_norm: 1.8684 2021-01-22 16:14:21,657 - mmaction - INFO - Epoch [93][1920/2147] lr: 1.428e-01, eta: 6 days, 18:03:51, time: 1.435, data_time: 0.011, memory: 16628, top1_acc: 0.3411, top5_acc: 0.6022, loss_cls: 3.0270, loss: 3.0270, grad_norm: 1.8713 2021-01-22 16:14:53,040 - mmaction - INFO - Epoch [93][1940/2147] lr: 1.428e-01, eta: 6 days, 18:03:14, time: 1.570, data_time: 0.007, memory: 16628, top1_acc: 0.3469, top5_acc: 0.5982, loss_cls: 2.9720, loss: 2.9720, grad_norm: 1.8006 2021-01-22 16:15:22,521 - mmaction - INFO - Epoch [93][1960/2147] lr: 1.428e-01, eta: 6 days, 18:02:34, time: 1.472, data_time: 0.006, memory: 16628, top1_acc: 0.3424, top5_acc: 0.5964, loss_cls: 3.0106, loss: 3.0106, grad_norm: 1.8584 2021-01-22 16:15:56,290 - mmaction - INFO - Epoch [93][1980/2147] lr: 1.428e-01, eta: 6 days, 18:02:01, time: 1.682, data_time: 0.010, memory: 16628, top1_acc: 0.3554, top5_acc: 0.6098, loss_cls: 2.9342, loss: 2.9342, grad_norm: 1.8396 2021-01-22 16:16:25,124 - mmaction - INFO - Epoch [93][2000/2147] lr: 1.428e-01, eta: 6 days, 18:01:20, time: 1.451, data_time: 0.015, memory: 16628, top1_acc: 0.3679, top5_acc: 0.6210, loss_cls: 2.8770, loss: 2.8770, grad_norm: 1.8414 2021-01-22 16:16:55,733 - mmaction - INFO - Epoch [93][2020/2147] lr: 1.428e-01, eta: 6 days, 18:00:42, time: 1.523, data_time: 0.003, memory: 16628, top1_acc: 0.3455, top5_acc: 0.6040, loss_cls: 3.0047, loss: 3.0047, grad_norm: 1.8471 2021-01-22 16:17:24,203 - mmaction - INFO - Epoch [93][2040/2147] lr: 1.428e-01, eta: 6 days, 18:00:00, time: 1.432, data_time: 0.013, memory: 16628, top1_acc: 0.3411, top5_acc: 0.5942, loss_cls: 2.9970, loss: 2.9970, grad_norm: 1.8446 2021-01-22 16:17:55,221 - mmaction - INFO - Epoch [93][2060/2147] lr: 1.428e-01, eta: 6 days, 17:59:23, time: 1.551, data_time: 0.005, memory: 16628, top1_acc: 0.3513, top5_acc: 0.6174, loss_cls: 2.9703, loss: 2.9703, grad_norm: 1.8645 2021-01-22 16:18:23,916 - mmaction - INFO - Epoch [93][2080/2147] lr: 1.428e-01, eta: 6 days, 17:58:41, time: 1.435, data_time: 0.005, memory: 16628, top1_acc: 0.3295, top5_acc: 0.5991, loss_cls: 3.0211, loss: 3.0211, grad_norm: 1.8883 2021-01-22 16:18:54,265 - mmaction - INFO - Epoch [93][2100/2147] lr: 1.428e-01, eta: 6 days, 17:58:03, time: 1.510, data_time: 0.005, memory: 16628, top1_acc: 0.3406, top5_acc: 0.5929, loss_cls: 3.0798, loss: 3.0798, grad_norm: 1.8885 2021-01-22 16:19:23,287 - mmaction - INFO - Epoch [93][2120/2147] lr: 1.428e-01, eta: 6 days, 17:57:22, time: 1.458, data_time: 0.011, memory: 16628, top1_acc: 0.3509, top5_acc: 0.5991, loss_cls: 2.9415, loss: 2.9415, grad_norm: 1.8362 2021-01-22 16:19:54,397 - mmaction - INFO - Epoch [93][2140/2147] lr: 1.428e-01, eta: 6 days, 17:56:45, time: 1.554, data_time: 0.003, memory: 16628, top1_acc: 0.3540, top5_acc: 0.6058, loss_cls: 2.9573, loss: 2.9573, grad_norm: 1.8260 2021-01-22 16:25:59,072 - mmaction - INFO - Epoch [94][20/2147] lr: 1.416e-01, eta: 6 days, 18:04:29, time: 16.785, data_time: 15.208, memory: 16628, top1_acc: 0.3344, top5_acc: 0.6076, loss_cls: 3.0055, loss: 3.0055, grad_norm: 1.8513 2021-01-22 16:26:29,691 - mmaction - INFO - Epoch [94][40/2147] lr: 1.416e-01, eta: 6 days, 18:03:51, time: 1.532, data_time: 0.021, memory: 16628, top1_acc: 0.3482, top5_acc: 0.5942, loss_cls: 3.0331, loss: 3.0331, grad_norm: 1.8567 2021-01-22 16:27:08,387 - mmaction - INFO - Epoch [94][60/2147] lr: 1.416e-01, eta: 6 days, 18:03:27, time: 1.928, data_time: 0.005, memory: 16628, top1_acc: 0.3491, top5_acc: 0.6076, loss_cls: 2.9496, loss: 2.9496, grad_norm: 1.8087 2021-01-22 16:27:37,731 - mmaction - INFO - Epoch [94][80/2147] lr: 1.416e-01, eta: 6 days, 18:02:47, time: 1.475, data_time: 0.019, memory: 16628, top1_acc: 0.3455, top5_acc: 0.5933, loss_cls: 3.0154, loss: 3.0154, grad_norm: 1.8742 2021-01-22 16:28:06,527 - mmaction - INFO - Epoch [94][100/2147] lr: 1.416e-01, eta: 6 days, 18:02:06, time: 1.440, data_time: 0.006, memory: 16628, top1_acc: 0.3460, top5_acc: 0.5987, loss_cls: 2.9747, loss: 2.9747, grad_norm: 1.8794 2021-01-22 16:28:38,031 - mmaction - INFO - Epoch [94][120/2147] lr: 1.416e-01, eta: 6 days, 18:01:29, time: 1.574, data_time: 0.010, memory: 16628, top1_acc: 0.3563, top5_acc: 0.6112, loss_cls: 2.9147, loss: 2.9147, grad_norm: 1.8383 2021-01-22 16:29:07,082 - mmaction - INFO - Epoch [94][140/2147] lr: 1.416e-01, eta: 6 days, 18:00:48, time: 1.449, data_time: 0.006, memory: 16628, top1_acc: 0.3420, top5_acc: 0.6054, loss_cls: 2.9502, loss: 2.9502, grad_norm: 1.9407 2021-01-22 16:29:36,430 - mmaction - INFO - Epoch [94][160/2147] lr: 1.416e-01, eta: 6 days, 18:00:08, time: 1.472, data_time: 0.010, memory: 16628, top1_acc: 0.3348, top5_acc: 0.6022, loss_cls: 3.0029, loss: 3.0029, grad_norm: 1.9011 2021-01-22 16:30:05,881 - mmaction - INFO - Epoch [94][180/2147] lr: 1.416e-01, eta: 6 days, 17:59:28, time: 1.470, data_time: 0.005, memory: 16628, top1_acc: 0.3549, top5_acc: 0.6174, loss_cls: 2.8980, loss: 2.8980, grad_norm: 1.8572 2021-01-22 16:30:36,412 - mmaction - INFO - Epoch [94][200/2147] lr: 1.416e-01, eta: 6 days, 17:58:49, time: 1.530, data_time: 0.007, memory: 16628, top1_acc: 0.3446, top5_acc: 0.6071, loss_cls: 2.9879, loss: 2.9879, grad_norm: 1.8934 2021-01-22 16:31:06,418 - mmaction - INFO - Epoch [94][220/2147] lr: 1.416e-01, eta: 6 days, 17:58:10, time: 1.494, data_time: 0.003, memory: 16628, top1_acc: 0.3558, top5_acc: 0.6179, loss_cls: 2.9249, loss: 2.9249, grad_norm: 1.8285 2021-01-22 16:31:35,108 - mmaction - INFO - Epoch [94][240/2147] lr: 1.416e-01, eta: 6 days, 17:57:29, time: 1.442, data_time: 0.010, memory: 16628, top1_acc: 0.3487, top5_acc: 0.5866, loss_cls: 2.9915, loss: 2.9915, grad_norm: 1.8156 2021-01-22 16:32:07,514 - mmaction - INFO - Epoch [94][260/2147] lr: 1.416e-01, eta: 6 days, 17:56:54, time: 1.617, data_time: 0.003, memory: 16628, top1_acc: 0.3540, top5_acc: 0.6089, loss_cls: 2.9310, loss: 2.9310, grad_norm: 1.8208 2021-01-22 16:32:38,210 - mmaction - INFO - Epoch [94][280/2147] lr: 1.416e-01, eta: 6 days, 17:56:16, time: 1.535, data_time: 0.005, memory: 16628, top1_acc: 0.3607, top5_acc: 0.6295, loss_cls: 2.8499, loss: 2.8499, grad_norm: 1.8532 2021-01-22 16:33:09,085 - mmaction - INFO - Epoch [94][300/2147] lr: 1.416e-01, eta: 6 days, 17:55:38, time: 1.536, data_time: 0.007, memory: 16628, top1_acc: 0.3326, top5_acc: 0.5933, loss_cls: 3.0297, loss: 3.0297, grad_norm: 1.9188 2021-01-22 16:33:38,938 - mmaction - INFO - Epoch [94][320/2147] lr: 1.416e-01, eta: 6 days, 17:54:59, time: 1.501, data_time: 0.012, memory: 16628, top1_acc: 0.3616, top5_acc: 0.6103, loss_cls: 2.9211, loss: 2.9211, grad_norm: 1.8655 2021-01-22 16:34:10,840 - mmaction - INFO - Epoch [94][340/2147] lr: 1.416e-01, eta: 6 days, 17:54:23, time: 1.597, data_time: 0.013, memory: 16628, top1_acc: 0.3478, top5_acc: 0.6058, loss_cls: 2.9444, loss: 2.9444, grad_norm: 1.8523 2021-01-22 16:34:39,838 - mmaction - INFO - Epoch [94][360/2147] lr: 1.416e-01, eta: 6 days, 17:53:42, time: 1.448, data_time: 0.004, memory: 16628, top1_acc: 0.3576, top5_acc: 0.6286, loss_cls: 2.8993, loss: 2.8993, grad_norm: 1.8824 2021-01-22 16:35:09,131 - mmaction - INFO - Epoch [94][380/2147] lr: 1.416e-01, eta: 6 days, 17:53:01, time: 1.464, data_time: 0.004, memory: 16628, top1_acc: 0.3446, top5_acc: 0.5982, loss_cls: 2.9697, loss: 2.9697, grad_norm: 1.9023 2021-01-22 16:35:38,021 - mmaction - INFO - Epoch [94][400/2147] lr: 1.416e-01, eta: 6 days, 17:52:20, time: 1.447, data_time: 0.006, memory: 16628, top1_acc: 0.3500, top5_acc: 0.6027, loss_cls: 2.9541, loss: 2.9541, grad_norm: 1.8418 2021-01-22 16:36:08,821 - mmaction - INFO - Epoch [94][420/2147] lr: 1.416e-01, eta: 6 days, 17:51:43, time: 1.540, data_time: 0.004, memory: 16628, top1_acc: 0.3536, top5_acc: 0.6076, loss_cls: 2.9922, loss: 2.9922, grad_norm: 1.8280 2021-01-22 16:36:52,836 - mmaction - INFO - Epoch [94][440/2147] lr: 1.416e-01, eta: 6 days, 17:51:28, time: 2.198, data_time: 0.001, memory: 16628, top1_acc: 0.3705, top5_acc: 0.6268, loss_cls: 2.8728, loss: 2.8728, grad_norm: 1.8806 2021-01-22 16:37:26,068 - mmaction - INFO - Epoch [94][460/2147] lr: 1.416e-01, eta: 6 days, 17:50:54, time: 1.657, data_time: 0.018, memory: 16628, top1_acc: 0.3433, top5_acc: 0.6076, loss_cls: 2.9670, loss: 2.9670, grad_norm: 1.8734 2021-01-22 16:37:56,097 - mmaction - INFO - Epoch [94][480/2147] lr: 1.416e-01, eta: 6 days, 17:50:15, time: 1.504, data_time: 0.020, memory: 16628, top1_acc: 0.3379, top5_acc: 0.5897, loss_cls: 3.0153, loss: 3.0153, grad_norm: 1.8852 2021-01-22 16:38:26,488 - mmaction - INFO - Epoch [94][500/2147] lr: 1.416e-01, eta: 6 days, 17:49:37, time: 1.523, data_time: 0.012, memory: 16628, top1_acc: 0.3464, top5_acc: 0.6103, loss_cls: 2.9563, loss: 2.9563, grad_norm: 1.8635 2021-01-22 16:38:55,325 - mmaction - INFO - Epoch [94][520/2147] lr: 1.416e-01, eta: 6 days, 17:48:56, time: 1.444, data_time: 0.005, memory: 16628, top1_acc: 0.3527, top5_acc: 0.6000, loss_cls: 2.9345, loss: 2.9345, grad_norm: 1.8424 2021-01-22 16:39:24,111 - mmaction - INFO - Epoch [94][540/2147] lr: 1.416e-01, eta: 6 days, 17:48:14, time: 1.438, data_time: 0.002, memory: 16628, top1_acc: 0.3500, top5_acc: 0.5915, loss_cls: 2.9697, loss: 2.9697, grad_norm: 1.8614 2021-01-22 16:39:53,088 - mmaction - INFO - Epoch [94][560/2147] lr: 1.416e-01, eta: 6 days, 17:47:33, time: 1.450, data_time: 0.005, memory: 16628, top1_acc: 0.3393, top5_acc: 0.5987, loss_cls: 3.0188, loss: 3.0188, grad_norm: 1.8743 2021-01-22 16:40:22,174 - mmaction - INFO - Epoch [94][580/2147] lr: 1.416e-01, eta: 6 days, 17:46:52, time: 1.449, data_time: 0.004, memory: 16628, top1_acc: 0.3500, top5_acc: 0.6129, loss_cls: 2.9497, loss: 2.9497, grad_norm: 1.8834 2021-01-22 16:40:53,130 - mmaction - INFO - Epoch [94][600/2147] lr: 1.416e-01, eta: 6 days, 17:46:15, time: 1.553, data_time: 0.007, memory: 16628, top1_acc: 0.3420, top5_acc: 0.5902, loss_cls: 3.0148, loss: 3.0148, grad_norm: 1.8752 2021-01-22 16:41:22,211 - mmaction - INFO - Epoch [94][620/2147] lr: 1.416e-01, eta: 6 days, 17:45:34, time: 1.446, data_time: 0.004, memory: 16628, top1_acc: 0.3402, top5_acc: 0.5893, loss_cls: 3.0317, loss: 3.0317, grad_norm: 1.8520 2021-01-22 16:41:55,172 - mmaction - INFO - Epoch [94][640/2147] lr: 1.416e-01, eta: 6 days, 17:45:00, time: 1.654, data_time: 0.010, memory: 16628, top1_acc: 0.3647, top5_acc: 0.6214, loss_cls: 2.8983, loss: 2.8983, grad_norm: 1.8743 2021-01-22 16:42:24,169 - mmaction - INFO - Epoch [94][660/2147] lr: 1.416e-01, eta: 6 days, 17:44:19, time: 1.448, data_time: 0.011, memory: 16628, top1_acc: 0.3594, top5_acc: 0.6138, loss_cls: 2.9351, loss: 2.9351, grad_norm: 1.8901 2021-01-22 16:42:53,604 - mmaction - INFO - Epoch [94][680/2147] lr: 1.416e-01, eta: 6 days, 17:43:39, time: 1.475, data_time: 0.006, memory: 16628, top1_acc: 0.3397, top5_acc: 0.5982, loss_cls: 3.0114, loss: 3.0114, grad_norm: 1.8645 2021-01-22 16:43:23,902 - mmaction - INFO - Epoch [94][700/2147] lr: 1.416e-01, eta: 6 days, 17:43:00, time: 1.513, data_time: 0.003, memory: 16628, top1_acc: 0.3460, top5_acc: 0.6036, loss_cls: 2.9779, loss: 2.9779, grad_norm: 1.8461 2021-01-22 16:43:52,957 - mmaction - INFO - Epoch [94][720/2147] lr: 1.416e-01, eta: 6 days, 17:42:20, time: 1.456, data_time: 0.009, memory: 16628, top1_acc: 0.3415, top5_acc: 0.6000, loss_cls: 3.0022, loss: 3.0022, grad_norm: 1.9094 2021-01-22 16:44:26,744 - mmaction - INFO - Epoch [94][740/2147] lr: 1.416e-01, eta: 6 days, 17:41:47, time: 1.689, data_time: 0.013, memory: 16628, top1_acc: 0.3513, top5_acc: 0.6080, loss_cls: 2.9687, loss: 2.9687, grad_norm: 1.8874 2021-01-22 16:44:58,387 - mmaction - INFO - Epoch [94][760/2147] lr: 1.416e-01, eta: 6 days, 17:41:11, time: 1.580, data_time: 0.002, memory: 16628, top1_acc: 0.3388, top5_acc: 0.6054, loss_cls: 2.9867, loss: 2.9867, grad_norm: 1.8891 2021-01-22 16:45:28,195 - mmaction - INFO - Epoch [94][780/2147] lr: 1.416e-01, eta: 6 days, 17:40:31, time: 1.492, data_time: 0.003, memory: 16628, top1_acc: 0.3522, top5_acc: 0.5951, loss_cls: 3.0011, loss: 3.0011, grad_norm: 1.8039 2021-01-22 16:45:57,196 - mmaction - INFO - Epoch [94][800/2147] lr: 1.416e-01, eta: 6 days, 17:39:51, time: 1.450, data_time: 0.002, memory: 16628, top1_acc: 0.3612, top5_acc: 0.6129, loss_cls: 2.9100, loss: 2.9100, grad_norm: 1.8361 2021-01-22 16:46:28,356 - mmaction - INFO - Epoch [94][820/2147] lr: 1.416e-01, eta: 6 days, 17:39:13, time: 1.558, data_time: 0.003, memory: 16628, top1_acc: 0.3478, top5_acc: 0.5978, loss_cls: 2.9591, loss: 2.9591, grad_norm: 1.8930 2021-01-22 16:47:05,927 - mmaction - INFO - Epoch [94][840/2147] lr: 1.416e-01, eta: 6 days, 17:38:47, time: 1.876, data_time: 0.062, memory: 16628, top1_acc: 0.3522, top5_acc: 0.6170, loss_cls: 2.9605, loss: 2.9605, grad_norm: 1.9134 2021-01-22 16:47:36,752 - mmaction - INFO - Epoch [94][860/2147] lr: 1.416e-01, eta: 6 days, 17:38:10, time: 1.542, data_time: 0.017, memory: 16628, top1_acc: 0.3446, top5_acc: 0.5955, loss_cls: 2.9702, loss: 2.9702, grad_norm: 1.8034 2021-01-22 16:48:06,054 - mmaction - INFO - Epoch [94][880/2147] lr: 1.416e-01, eta: 6 days, 17:37:29, time: 1.467, data_time: 0.007, memory: 16628, top1_acc: 0.3522, top5_acc: 0.6147, loss_cls: 2.9125, loss: 2.9125, grad_norm: 1.8704 2021-01-22 16:48:36,536 - mmaction - INFO - Epoch [94][900/2147] lr: 1.416e-01, eta: 6 days, 17:36:51, time: 1.525, data_time: 0.008, memory: 16628, top1_acc: 0.3612, top5_acc: 0.6085, loss_cls: 2.9451, loss: 2.9451, grad_norm: 1.8657 2021-01-22 16:49:06,315 - mmaction - INFO - Epoch [94][920/2147] lr: 1.416e-01, eta: 6 days, 17:36:11, time: 1.483, data_time: 0.003, memory: 16628, top1_acc: 0.3366, top5_acc: 0.6138, loss_cls: 2.9438, loss: 2.9438, grad_norm: 1.8831 2021-01-22 16:49:36,729 - mmaction - INFO - Epoch [94][940/2147] lr: 1.416e-01, eta: 6 days, 17:35:33, time: 1.520, data_time: 0.008, memory: 16628, top1_acc: 0.3563, top5_acc: 0.6058, loss_cls: 2.8834, loss: 2.8834, grad_norm: 1.8338 2021-01-22 16:50:09,365 - mmaction - INFO - Epoch [94][960/2147] lr: 1.416e-01, eta: 6 days, 17:34:58, time: 1.635, data_time: 0.022, memory: 16628, top1_acc: 0.3420, top5_acc: 0.6187, loss_cls: 2.9193, loss: 2.9193, grad_norm: 1.8631 2021-01-22 16:50:42,105 - mmaction - INFO - Epoch [94][980/2147] lr: 1.416e-01, eta: 6 days, 17:34:24, time: 1.637, data_time: 0.008, memory: 16628, top1_acc: 0.3554, top5_acc: 0.6049, loss_cls: 2.9629, loss: 2.9629, grad_norm: 1.9062 2021-01-22 16:51:12,313 - mmaction - INFO - Epoch [94][1000/2147] lr: 1.416e-01, eta: 6 days, 17:33:45, time: 1.503, data_time: 0.005, memory: 16628, top1_acc: 0.3562, top5_acc: 0.6058, loss_cls: 2.9292, loss: 2.9292, grad_norm: 1.8507 2021-01-22 16:51:44,099 - mmaction - INFO - Epoch [94][1020/2147] lr: 1.416e-01, eta: 6 days, 17:33:09, time: 1.598, data_time: 0.020, memory: 16628, top1_acc: 0.3299, top5_acc: 0.5937, loss_cls: 2.9924, loss: 2.9924, grad_norm: 1.8807 2021-01-22 16:52:18,015 - mmaction - INFO - Epoch [94][1040/2147] lr: 1.416e-01, eta: 6 days, 17:32:37, time: 1.692, data_time: 0.076, memory: 16628, top1_acc: 0.3719, top5_acc: 0.6192, loss_cls: 2.8807, loss: 2.8807, grad_norm: 1.8554 2021-01-22 16:52:47,156 - mmaction - INFO - Epoch [94][1060/2147] lr: 1.416e-01, eta: 6 days, 17:31:56, time: 1.461, data_time: 0.012, memory: 16628, top1_acc: 0.3446, top5_acc: 0.6045, loss_cls: 2.9812, loss: 2.9812, grad_norm: 1.8415 2021-01-22 16:53:16,398 - mmaction - INFO - Epoch [94][1080/2147] lr: 1.416e-01, eta: 6 days, 17:31:16, time: 1.462, data_time: 0.002, memory: 16628, top1_acc: 0.3607, top5_acc: 0.6152, loss_cls: 2.8849, loss: 2.8849, grad_norm: 1.8238 2021-01-22 16:53:45,745 - mmaction - INFO - Epoch [94][1100/2147] lr: 1.416e-01, eta: 6 days, 17:30:36, time: 1.468, data_time: 0.003, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5893, loss_cls: 3.0676, loss: 3.0676, grad_norm: 1.9169 2021-01-22 16:54:17,600 - mmaction - INFO - Epoch [94][1120/2147] lr: 1.416e-01, eta: 6 days, 17:30:00, time: 1.592, data_time: 0.006, memory: 16628, top1_acc: 0.3482, top5_acc: 0.6013, loss_cls: 2.9910, loss: 2.9910, grad_norm: 1.8419 2021-01-22 16:54:48,366 - mmaction - INFO - Epoch [94][1140/2147] lr: 1.416e-01, eta: 6 days, 17:29:22, time: 1.538, data_time: 0.010, memory: 16628, top1_acc: 0.3509, top5_acc: 0.5969, loss_cls: 2.9720, loss: 2.9720, grad_norm: 1.8284 2021-01-22 16:55:17,686 - mmaction - INFO - Epoch [94][1160/2147] lr: 1.416e-01, eta: 6 days, 17:28:42, time: 1.464, data_time: 0.004, memory: 16628, top1_acc: 0.3576, top5_acc: 0.6214, loss_cls: 2.8823, loss: 2.8823, grad_norm: 1.8369 2021-01-22 16:55:50,359 - mmaction - INFO - Epoch [94][1180/2147] lr: 1.416e-01, eta: 6 days, 17:28:07, time: 1.636, data_time: 0.005, memory: 16628, top1_acc: 0.3433, top5_acc: 0.6089, loss_cls: 2.9984, loss: 2.9984, grad_norm: 1.8684 2021-01-22 16:56:19,570 - mmaction - INFO - Epoch [94][1200/2147] lr: 1.416e-01, eta: 6 days, 17:27:27, time: 1.460, data_time: 0.005, memory: 16628, top1_acc: 0.3527, top5_acc: 0.6121, loss_cls: 2.9516, loss: 2.9516, grad_norm: 1.8561 2021-01-22 16:57:00,656 - mmaction - INFO - Epoch [94][1220/2147] lr: 1.416e-01, eta: 6 days, 17:27:07, time: 2.052, data_time: 0.008, memory: 16628, top1_acc: 0.3375, top5_acc: 0.5862, loss_cls: 3.0383, loss: 3.0383, grad_norm: 1.8897 2021-01-22 16:57:32,090 - mmaction - INFO - Epoch [94][1240/2147] lr: 1.416e-01, eta: 6 days, 17:26:30, time: 1.574, data_time: 0.005, memory: 16628, top1_acc: 0.3563, top5_acc: 0.6107, loss_cls: 2.9714, loss: 2.9714, grad_norm: 1.8539 2021-01-22 16:58:02,497 - mmaction - INFO - Epoch [94][1260/2147] lr: 1.416e-01, eta: 6 days, 17:25:52, time: 1.520, data_time: 0.004, memory: 16628, top1_acc: 0.3437, top5_acc: 0.5987, loss_cls: 3.0023, loss: 3.0023, grad_norm: 1.8427 2021-01-22 16:58:32,416 - mmaction - INFO - Epoch [94][1280/2147] lr: 1.416e-01, eta: 6 days, 17:25:12, time: 1.492, data_time: 0.005, memory: 16628, top1_acc: 0.3411, top5_acc: 0.5978, loss_cls: 3.0034, loss: 3.0034, grad_norm: 1.8805 2021-01-22 16:59:02,116 - mmaction - INFO - Epoch [94][1300/2147] lr: 1.416e-01, eta: 6 days, 17:24:33, time: 1.489, data_time: 0.016, memory: 16628, top1_acc: 0.3388, top5_acc: 0.6013, loss_cls: 3.0174, loss: 3.0174, grad_norm: 1.8636 2021-01-22 16:59:37,120 - mmaction - INFO - Epoch [94][1320/2147] lr: 1.416e-01, eta: 6 days, 17:24:02, time: 1.749, data_time: 0.008, memory: 16628, top1_acc: 0.3670, top5_acc: 0.5987, loss_cls: 2.9458, loss: 2.9458, grad_norm: 1.7923 2021-01-22 17:00:08,601 - mmaction - INFO - Epoch [94][1340/2147] lr: 1.416e-01, eta: 6 days, 17:23:26, time: 1.570, data_time: 0.005, memory: 16628, top1_acc: 0.3411, top5_acc: 0.5937, loss_cls: 2.9933, loss: 2.9933, grad_norm: 1.8458 2021-01-22 17:00:40,472 - mmaction - INFO - Epoch [94][1360/2147] lr: 1.416e-01, eta: 6 days, 17:22:50, time: 1.599, data_time: 0.009, memory: 16628, top1_acc: 0.3375, top5_acc: 0.5978, loss_cls: 3.0067, loss: 3.0067, grad_norm: 1.8672 2021-01-22 17:01:09,564 - mmaction - INFO - Epoch [94][1380/2147] lr: 1.416e-01, eta: 6 days, 17:22:09, time: 1.450, data_time: 0.013, memory: 16628, top1_acc: 0.3500, top5_acc: 0.5920, loss_cls: 2.9974, loss: 2.9974, grad_norm: 1.8396 2021-01-22 17:01:48,349 - mmaction - INFO - Epoch [94][1400/2147] lr: 1.416e-01, eta: 6 days, 17:21:45, time: 1.941, data_time: 0.009, memory: 16628, top1_acc: 0.3585, top5_acc: 0.6196, loss_cls: 2.9256, loss: 2.9256, grad_norm: 1.8385 2021-01-22 17:02:20,908 - mmaction - INFO - Epoch [94][1420/2147] lr: 1.416e-01, eta: 6 days, 17:21:11, time: 1.624, data_time: 0.006, memory: 16628, top1_acc: 0.3375, top5_acc: 0.5897, loss_cls: 3.0454, loss: 3.0454, grad_norm: 1.8752 2021-01-22 17:02:49,771 - mmaction - INFO - Epoch [94][1440/2147] lr: 1.416e-01, eta: 6 days, 17:20:30, time: 1.448, data_time: 0.011, memory: 16628, top1_acc: 0.3442, top5_acc: 0.6107, loss_cls: 2.9437, loss: 2.9437, grad_norm: 1.8306 2021-01-22 17:03:18,611 - mmaction - INFO - Epoch [94][1460/2147] lr: 1.416e-01, eta: 6 days, 17:19:49, time: 1.444, data_time: 0.005, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5853, loss_cls: 3.0355, loss: 3.0355, grad_norm: 1.8294 2021-01-22 17:03:48,406 - mmaction - INFO - Epoch [94][1480/2147] lr: 1.416e-01, eta: 6 days, 17:19:09, time: 1.487, data_time: 0.004, memory: 16628, top1_acc: 0.3393, top5_acc: 0.5817, loss_cls: 3.0695, loss: 3.0695, grad_norm: 1.7885 2021-01-22 17:04:18,406 - mmaction - INFO - Epoch [94][1500/2147] lr: 1.416e-01, eta: 6 days, 17:18:30, time: 1.488, data_time: 0.011, memory: 16628, top1_acc: 0.3406, top5_acc: 0.5933, loss_cls: 2.9643, loss: 2.9643, grad_norm: 1.8408 2021-01-22 17:04:48,650 - mmaction - INFO - Epoch [94][1520/2147] lr: 1.416e-01, eta: 6 days, 17:17:51, time: 1.521, data_time: 0.017, memory: 16628, top1_acc: 0.3518, top5_acc: 0.6067, loss_cls: 2.9575, loss: 2.9575, grad_norm: 1.8851 2021-01-22 17:05:18,747 - mmaction - INFO - Epoch [94][1540/2147] lr: 1.416e-01, eta: 6 days, 17:17:12, time: 1.508, data_time: 0.009, memory: 16628, top1_acc: 0.3388, top5_acc: 0.6125, loss_cls: 2.9524, loss: 2.9524, grad_norm: 1.9191 2021-01-22 17:05:47,735 - mmaction - INFO - Epoch [94][1560/2147] lr: 1.416e-01, eta: 6 days, 17:16:32, time: 1.453, data_time: 0.008, memory: 16628, top1_acc: 0.3487, top5_acc: 0.6237, loss_cls: 2.9115, loss: 2.9115, grad_norm: 1.8587 2021-01-22 17:06:16,924 - mmaction - INFO - Epoch [94][1580/2147] lr: 1.416e-01, eta: 6 days, 17:15:51, time: 1.458, data_time: 0.002, memory: 16628, top1_acc: 0.3522, top5_acc: 0.6000, loss_cls: 2.9733, loss: 2.9733, grad_norm: 1.8838 2021-01-22 17:07:03,650 - mmaction - INFO - Epoch [94][1600/2147] lr: 1.416e-01, eta: 6 days, 17:15:41, time: 2.336, data_time: 0.004, memory: 16628, top1_acc: 0.3455, top5_acc: 0.5924, loss_cls: 3.0111, loss: 3.0111, grad_norm: 1.8641 2021-01-22 17:07:32,737 - mmaction - INFO - Epoch [94][1620/2147] lr: 1.416e-01, eta: 6 days, 17:15:00, time: 1.453, data_time: 0.006, memory: 16628, top1_acc: 0.3464, top5_acc: 0.6004, loss_cls: 2.9995, loss: 2.9995, grad_norm: 1.8575 2021-01-22 17:08:04,038 - mmaction - INFO - Epoch [94][1640/2147] lr: 1.416e-01, eta: 6 days, 17:14:24, time: 1.565, data_time: 0.003, memory: 16628, top1_acc: 0.3509, top5_acc: 0.6103, loss_cls: 2.9453, loss: 2.9453, grad_norm: 1.8247 2021-01-22 17:08:36,761 - mmaction - INFO - Epoch [94][1660/2147] lr: 1.416e-01, eta: 6 days, 17:13:49, time: 1.631, data_time: 0.017, memory: 16628, top1_acc: 0.3527, top5_acc: 0.6277, loss_cls: 2.9266, loss: 2.9266, grad_norm: 1.8544 2021-01-22 17:09:07,536 - mmaction - INFO - Epoch [94][1680/2147] lr: 1.416e-01, eta: 6 days, 17:13:11, time: 1.546, data_time: 0.019, memory: 16628, top1_acc: 0.3500, top5_acc: 0.6254, loss_cls: 2.9087, loss: 2.9087, grad_norm: 1.8602 2021-01-22 17:09:38,343 - mmaction - INFO - Epoch [94][1700/2147] lr: 1.416e-01, eta: 6 days, 17:12:34, time: 1.540, data_time: 0.003, memory: 16628, top1_acc: 0.3415, top5_acc: 0.5750, loss_cls: 3.0677, loss: 3.0677, grad_norm: 1.9162 2021-01-22 17:10:07,117 - mmaction - INFO - Epoch [94][1720/2147] lr: 1.416e-01, eta: 6 days, 17:11:53, time: 1.438, data_time: 0.006, memory: 16628, top1_acc: 0.3402, top5_acc: 0.5960, loss_cls: 2.9973, loss: 2.9973, grad_norm: 1.8371 2021-01-22 17:10:35,855 - mmaction - INFO - Epoch [94][1740/2147] lr: 1.416e-01, eta: 6 days, 17:11:11, time: 1.437, data_time: 0.005, memory: 16628, top1_acc: 0.3625, top5_acc: 0.6089, loss_cls: 2.8774, loss: 2.8774, grad_norm: 1.8536 2021-01-22 17:11:05,956 - mmaction - INFO - Epoch [94][1760/2147] lr: 1.416e-01, eta: 6 days, 17:10:32, time: 1.504, data_time: 0.004, memory: 16628, top1_acc: 0.3549, top5_acc: 0.6049, loss_cls: 2.9481, loss: 2.9481, grad_norm: 1.8900 2021-01-22 17:11:37,585 - mmaction - INFO - Epoch [94][1780/2147] lr: 1.416e-01, eta: 6 days, 17:09:56, time: 1.584, data_time: 0.007, memory: 16628, top1_acc: 0.3496, top5_acc: 0.5920, loss_cls: 3.0098, loss: 3.0098, grad_norm: 1.8515 2021-01-22 17:12:09,958 - mmaction - INFO - Epoch [94][1800/2147] lr: 1.416e-01, eta: 6 days, 17:09:21, time: 1.619, data_time: 0.036, memory: 16628, top1_acc: 0.3696, top5_acc: 0.6134, loss_cls: 2.9027, loss: 2.9027, grad_norm: 1.8788 2021-01-22 17:12:40,333 - mmaction - INFO - Epoch [94][1820/2147] lr: 1.416e-01, eta: 6 days, 17:08:43, time: 1.519, data_time: 0.002, memory: 16628, top1_acc: 0.3598, top5_acc: 0.5982, loss_cls: 2.9862, loss: 2.9862, grad_norm: 1.8458 2021-01-22 17:13:11,026 - mmaction - INFO - Epoch [94][1840/2147] lr: 1.416e-01, eta: 6 days, 17:08:05, time: 1.534, data_time: 0.003, memory: 16628, top1_acc: 0.3402, top5_acc: 0.5937, loss_cls: 3.0005, loss: 3.0005, grad_norm: 1.8479 2021-01-22 17:13:40,298 - mmaction - INFO - Epoch [94][1860/2147] lr: 1.416e-01, eta: 6 days, 17:07:24, time: 1.463, data_time: 0.003, memory: 16628, top1_acc: 0.3549, top5_acc: 0.6022, loss_cls: 2.9734, loss: 2.9734, grad_norm: 1.8044 2021-01-22 17:14:09,933 - mmaction - INFO - Epoch [94][1880/2147] lr: 1.416e-01, eta: 6 days, 17:06:45, time: 1.478, data_time: 0.003, memory: 16628, top1_acc: 0.3500, top5_acc: 0.6103, loss_cls: 2.9559, loss: 2.9559, grad_norm: 1.8853 2021-01-22 17:14:42,066 - mmaction - INFO - Epoch [94][1900/2147] lr: 1.416e-01, eta: 6 days, 17:06:09, time: 1.611, data_time: 0.007, memory: 16628, top1_acc: 0.3170, top5_acc: 0.5835, loss_cls: 3.0668, loss: 3.0668, grad_norm: 1.9089 2021-01-22 17:15:15,511 - mmaction - INFO - Epoch [94][1920/2147] lr: 1.416e-01, eta: 6 days, 17:05:36, time: 1.672, data_time: 0.003, memory: 16628, top1_acc: 0.3446, top5_acc: 0.5987, loss_cls: 2.9804, loss: 2.9804, grad_norm: 1.7855 2021-01-22 17:15:45,474 - mmaction - INFO - Epoch [94][1940/2147] lr: 1.416e-01, eta: 6 days, 17:04:57, time: 1.499, data_time: 0.005, memory: 16628, top1_acc: 0.3558, top5_acc: 0.6004, loss_cls: 2.9465, loss: 2.9465, grad_norm: 1.8571 2021-01-22 17:16:14,399 - mmaction - INFO - Epoch [94][1960/2147] lr: 1.416e-01, eta: 6 days, 17:04:16, time: 1.447, data_time: 0.002, memory: 16628, top1_acc: 0.3612, top5_acc: 0.6174, loss_cls: 2.8925, loss: 2.8925, grad_norm: 1.8010 2021-01-22 17:16:49,102 - mmaction - INFO - Epoch [94][1980/2147] lr: 1.416e-01, eta: 6 days, 17:03:45, time: 1.735, data_time: 0.003, memory: 16628, top1_acc: 0.3522, top5_acc: 0.6013, loss_cls: 2.9584, loss: 2.9584, grad_norm: 1.8532 2021-01-22 17:17:18,293 - mmaction - INFO - Epoch [94][2000/2147] lr: 1.416e-01, eta: 6 days, 17:03:05, time: 1.458, data_time: 0.007, memory: 16628, top1_acc: 0.3415, top5_acc: 0.6107, loss_cls: 2.9551, loss: 2.9551, grad_norm: 1.8456 2021-01-22 17:17:47,789 - mmaction - INFO - Epoch [94][2020/2147] lr: 1.416e-01, eta: 6 days, 17:02:25, time: 1.477, data_time: 0.008, memory: 16628, top1_acc: 0.3531, top5_acc: 0.6067, loss_cls: 2.9413, loss: 2.9413, grad_norm: 1.8463 2021-01-22 17:18:20,648 - mmaction - INFO - Epoch [94][2040/2147] lr: 1.416e-01, eta: 6 days, 17:01:51, time: 1.636, data_time: 0.004, memory: 16628, top1_acc: 0.3585, top5_acc: 0.6152, loss_cls: 2.9124, loss: 2.9124, grad_norm: 1.8602 2021-01-22 17:18:52,134 - mmaction - INFO - Epoch [94][2060/2147] lr: 1.416e-01, eta: 6 days, 17:01:14, time: 1.579, data_time: 0.017, memory: 16628, top1_acc: 0.3522, top5_acc: 0.5991, loss_cls: 2.9750, loss: 2.9750, grad_norm: 1.8582 2021-01-22 17:19:21,301 - mmaction - INFO - Epoch [94][2080/2147] lr: 1.416e-01, eta: 6 days, 17:00:34, time: 1.461, data_time: 0.004, memory: 16628, top1_acc: 0.3473, top5_acc: 0.5804, loss_cls: 3.0642, loss: 3.0642, grad_norm: 1.8193 2021-01-22 17:19:50,562 - mmaction - INFO - Epoch [94][2100/2147] lr: 1.416e-01, eta: 6 days, 16:59:53, time: 1.463, data_time: 0.002, memory: 16628, top1_acc: 0.3500, top5_acc: 0.6054, loss_cls: 2.9462, loss: 2.9462, grad_norm: 1.8473 2021-01-22 17:20:19,649 - mmaction - INFO - Epoch [94][2120/2147] lr: 1.416e-01, eta: 6 days, 16:59:13, time: 1.454, data_time: 0.002, memory: 16628, top1_acc: 0.3455, top5_acc: 0.5987, loss_cls: 2.9903, loss: 2.9903, grad_norm: 1.8904 2021-01-22 17:20:51,070 - mmaction - INFO - Epoch [94][2140/2147] lr: 1.416e-01, eta: 6 days, 16:58:36, time: 1.564, data_time: 0.007, memory: 16628, top1_acc: 0.3487, top5_acc: 0.6000, loss_cls: 2.9871, loss: 2.9871, grad_norm: 1.8611 2021-01-22 17:26:58,314 - mmaction - INFO - Epoch [95][20/2147] lr: 1.405e-01, eta: 6 days, 17:06:18, time: 16.946, data_time: 15.014, memory: 16628, top1_acc: 0.3446, top5_acc: 0.5937, loss_cls: 3.0306, loss: 3.0306, grad_norm: 1.8664 2021-01-22 17:27:27,229 - mmaction - INFO - Epoch [95][40/2147] lr: 1.405e-01, eta: 6 days, 17:05:37, time: 1.447, data_time: 0.010, memory: 16628, top1_acc: 0.3478, top5_acc: 0.6018, loss_cls: 2.9453, loss: 2.9453, grad_norm: 1.8277 2021-01-22 17:28:00,891 - mmaction - INFO - Epoch [95][60/2147] lr: 1.405e-01, eta: 6 days, 17:05:04, time: 1.681, data_time: 0.003, memory: 16628, top1_acc: 0.3732, top5_acc: 0.6138, loss_cls: 2.9037, loss: 2.9037, grad_norm: 1.8461 2021-01-22 17:28:31,175 - mmaction - INFO - Epoch [95][80/2147] lr: 1.405e-01, eta: 6 days, 17:04:25, time: 1.513, data_time: 0.004, memory: 16628, top1_acc: 0.3679, top5_acc: 0.6125, loss_cls: 2.9102, loss: 2.9102, grad_norm: 1.8793 2021-01-22 17:29:01,805 - mmaction - INFO - Epoch [95][100/2147] lr: 1.405e-01, eta: 6 days, 17:03:47, time: 1.528, data_time: 0.011, memory: 16628, top1_acc: 0.3866, top5_acc: 0.6312, loss_cls: 2.7894, loss: 2.7894, grad_norm: 1.8290 2021-01-22 17:29:30,853 - mmaction - INFO - Epoch [95][120/2147] lr: 1.405e-01, eta: 6 days, 17:03:06, time: 1.458, data_time: 0.010, memory: 16628, top1_acc: 0.3580, top5_acc: 0.6112, loss_cls: 2.9298, loss: 2.9298, grad_norm: 1.8581 2021-01-22 17:30:01,798 - mmaction - INFO - Epoch [95][140/2147] lr: 1.405e-01, eta: 6 days, 17:02:28, time: 1.539, data_time: 0.007, memory: 16628, top1_acc: 0.3625, top5_acc: 0.5991, loss_cls: 2.9423, loss: 2.9423, grad_norm: 1.8653 2021-01-22 17:30:32,231 - mmaction - INFO - Epoch [95][160/2147] lr: 1.405e-01, eta: 6 days, 17:01:50, time: 1.528, data_time: 0.012, memory: 16628, top1_acc: 0.3384, top5_acc: 0.5893, loss_cls: 3.0401, loss: 3.0401, grad_norm: 1.8797 2021-01-22 17:31:04,601 - mmaction - INFO - Epoch [95][180/2147] lr: 1.405e-01, eta: 6 days, 17:01:15, time: 1.602, data_time: 0.006, memory: 16628, top1_acc: 0.3603, top5_acc: 0.6232, loss_cls: 2.8745, loss: 2.8745, grad_norm: 1.8470 2021-01-22 17:31:33,948 - mmaction - INFO - Epoch [95][200/2147] lr: 1.405e-01, eta: 6 days, 17:00:35, time: 1.480, data_time: 0.033, memory: 16628, top1_acc: 0.3531, top5_acc: 0.6156, loss_cls: 2.9240, loss: 2.9240, grad_norm: 1.9403 2021-01-22 17:32:06,240 - mmaction - INFO - Epoch [95][220/2147] lr: 1.405e-01, eta: 6 days, 17:00:00, time: 1.621, data_time: 0.042, memory: 16628, top1_acc: 0.3509, top5_acc: 0.6062, loss_cls: 2.9172, loss: 2.9172, grad_norm: 1.8651 2021-01-22 17:32:37,223 - mmaction - INFO - Epoch [95][240/2147] lr: 1.405e-01, eta: 6 days, 16:59:23, time: 1.549, data_time: 0.003, memory: 16628, top1_acc: 0.3504, top5_acc: 0.6031, loss_cls: 2.9689, loss: 2.9689, grad_norm: 1.9286 2021-01-22 17:33:06,494 - mmaction - INFO - Epoch [95][260/2147] lr: 1.405e-01, eta: 6 days, 16:58:42, time: 1.463, data_time: 0.005, memory: 16628, top1_acc: 0.3509, top5_acc: 0.6045, loss_cls: 2.9404, loss: 2.9404, grad_norm: 1.8620 2021-01-22 17:33:36,482 - mmaction - INFO - Epoch [95][280/2147] lr: 1.405e-01, eta: 6 days, 16:58:03, time: 1.500, data_time: 0.009, memory: 16628, top1_acc: 0.3455, top5_acc: 0.6049, loss_cls: 2.9672, loss: 2.9672, grad_norm: 1.7920 2021-01-22 17:34:05,930 - mmaction - INFO - Epoch [95][300/2147] lr: 1.405e-01, eta: 6 days, 16:57:23, time: 1.474, data_time: 0.004, memory: 16628, top1_acc: 0.3562, top5_acc: 0.6147, loss_cls: 2.9130, loss: 2.9130, grad_norm: 1.8519 2021-01-22 17:34:35,232 - mmaction - INFO - Epoch [95][320/2147] lr: 1.405e-01, eta: 6 days, 16:56:43, time: 1.464, data_time: 0.002, memory: 16628, top1_acc: 0.3580, top5_acc: 0.6040, loss_cls: 2.9359, loss: 2.9359, grad_norm: 1.8763 2021-01-22 17:35:11,320 - mmaction - INFO - Epoch [95][340/2147] lr: 1.405e-01, eta: 6 days, 16:56:14, time: 1.805, data_time: 0.006, memory: 16628, top1_acc: 0.3424, top5_acc: 0.5969, loss_cls: 2.9669, loss: 2.9669, grad_norm: 1.8603 2021-01-22 17:35:41,077 - mmaction - INFO - Epoch [95][360/2147] lr: 1.405e-01, eta: 6 days, 16:55:35, time: 1.486, data_time: 0.011, memory: 16628, top1_acc: 0.3576, top5_acc: 0.6147, loss_cls: 2.9203, loss: 2.9203, grad_norm: 1.8289 2021-01-22 17:36:10,773 - mmaction - INFO - Epoch [95][380/2147] lr: 1.405e-01, eta: 6 days, 16:54:55, time: 1.482, data_time: 0.005, memory: 16628, top1_acc: 0.3527, top5_acc: 0.6071, loss_cls: 2.9685, loss: 2.9685, grad_norm: 1.8872 2021-01-22 17:36:41,220 - mmaction - INFO - Epoch [95][400/2147] lr: 1.405e-01, eta: 6 days, 16:54:15, time: 1.494, data_time: 0.009, memory: 16628, top1_acc: 0.3388, top5_acc: 0.6076, loss_cls: 2.9342, loss: 2.9342, grad_norm: 1.8774 2021-01-22 17:37:17,086 - mmaction - INFO - Epoch [95][420/2147] lr: 1.405e-01, eta: 6 days, 16:53:47, time: 1.821, data_time: 0.036, memory: 16628, top1_acc: 0.3509, top5_acc: 0.6054, loss_cls: 2.9526, loss: 2.9526, grad_norm: 1.8838 2021-01-22 17:37:48,069 - mmaction - INFO - Epoch [95][440/2147] lr: 1.405e-01, eta: 6 days, 16:53:10, time: 1.552, data_time: 0.010, memory: 16628, top1_acc: 0.3451, top5_acc: 0.6045, loss_cls: 2.9362, loss: 2.9362, grad_norm: 1.8582 2021-01-22 17:38:17,746 - mmaction - INFO - Epoch [95][460/2147] lr: 1.405e-01, eta: 6 days, 16:52:30, time: 1.484, data_time: 0.009, memory: 16628, top1_acc: 0.3424, top5_acc: 0.6089, loss_cls: 2.9990, loss: 2.9990, grad_norm: 1.8932 2021-01-22 17:38:49,485 - mmaction - INFO - Epoch [95][480/2147] lr: 1.405e-01, eta: 6 days, 16:51:54, time: 1.589, data_time: 0.006, memory: 16628, top1_acc: 0.3567, top5_acc: 0.6125, loss_cls: 2.9345, loss: 2.9345, grad_norm: 1.8846 2021-01-22 17:39:19,258 - mmaction - INFO - Epoch [95][500/2147] lr: 1.405e-01, eta: 6 days, 16:51:15, time: 1.489, data_time: 0.004, memory: 16628, top1_acc: 0.3522, top5_acc: 0.5964, loss_cls: 2.9630, loss: 2.9630, grad_norm: 1.8795 2021-01-22 17:39:48,473 - mmaction - INFO - Epoch [95][520/2147] lr: 1.405e-01, eta: 6 days, 16:50:34, time: 1.453, data_time: 0.010, memory: 16628, top1_acc: 0.3491, top5_acc: 0.6147, loss_cls: 2.9284, loss: 2.9284, grad_norm: 1.8117 2021-01-22 17:40:17,677 - mmaction - INFO - Epoch [95][540/2147] lr: 1.405e-01, eta: 6 days, 16:49:54, time: 1.466, data_time: 0.010, memory: 16628, top1_acc: 0.3531, top5_acc: 0.6094, loss_cls: 2.9595, loss: 2.9595, grad_norm: 1.8305 2021-01-22 17:40:47,838 - mmaction - INFO - Epoch [95][560/2147] lr: 1.405e-01, eta: 6 days, 16:49:15, time: 1.510, data_time: 0.008, memory: 16628, top1_acc: 0.3312, top5_acc: 0.5933, loss_cls: 3.0233, loss: 3.0233, grad_norm: 1.8946 2021-01-22 17:41:17,214 - mmaction - INFO - Epoch [95][580/2147] lr: 1.405e-01, eta: 6 days, 16:48:35, time: 1.463, data_time: 0.004, memory: 16628, top1_acc: 0.3531, top5_acc: 0.6121, loss_cls: 2.9006, loss: 2.9006, grad_norm: 1.8318 2021-01-22 17:41:58,310 - mmaction - INFO - Epoch [95][600/2147] lr: 1.405e-01, eta: 6 days, 16:48:15, time: 2.058, data_time: 0.012, memory: 16628, top1_acc: 0.3540, top5_acc: 0.6076, loss_cls: 2.9614, loss: 2.9614, grad_norm: 1.8851 2021-01-22 17:42:27,581 - mmaction - INFO - Epoch [95][620/2147] lr: 1.405e-01, eta: 6 days, 16:47:35, time: 1.467, data_time: 0.011, memory: 16628, top1_acc: 0.3433, top5_acc: 0.5942, loss_cls: 2.9888, loss: 2.9888, grad_norm: 1.8808 2021-01-22 17:43:00,178 - mmaction - INFO - Epoch [95][640/2147] lr: 1.405e-01, eta: 6 days, 16:47:00, time: 1.622, data_time: 0.008, memory: 16628, top1_acc: 0.3554, top5_acc: 0.6045, loss_cls: 2.9387, loss: 2.9387, grad_norm: 1.8209 2021-01-22 17:43:36,355 - mmaction - INFO - Epoch [95][660/2147] lr: 1.405e-01, eta: 6 days, 16:46:31, time: 1.811, data_time: 0.010, memory: 16628, top1_acc: 0.3647, top5_acc: 0.6134, loss_cls: 2.9327, loss: 2.9327, grad_norm: 1.8970 2021-01-22 17:44:11,945 - mmaction - INFO - Epoch [95][680/2147] lr: 1.405e-01, eta: 6 days, 16:46:02, time: 1.772, data_time: 0.012, memory: 16628, top1_acc: 0.3438, top5_acc: 0.6210, loss_cls: 2.8980, loss: 2.8980, grad_norm: 1.8913 2021-01-22 17:44:41,889 - mmaction - INFO - Epoch [95][700/2147] lr: 1.405e-01, eta: 6 days, 16:45:23, time: 1.510, data_time: 0.015, memory: 16628, top1_acc: 0.3375, top5_acc: 0.5933, loss_cls: 3.0413, loss: 3.0413, grad_norm: 1.9002 2021-01-22 17:45:14,337 - mmaction - INFO - Epoch [95][720/2147] lr: 1.405e-01, eta: 6 days, 16:44:48, time: 1.624, data_time: 0.008, memory: 16628, top1_acc: 0.3549, top5_acc: 0.6040, loss_cls: 2.9403, loss: 2.9403, grad_norm: 1.8788 2021-01-22 17:45:43,582 - mmaction - INFO - Epoch [95][740/2147] lr: 1.405e-01, eta: 6 days, 16:44:08, time: 1.460, data_time: 0.006, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5960, loss_cls: 2.9947, loss: 2.9947, grad_norm: 1.9132 2021-01-22 17:46:18,846 - mmaction - INFO - Epoch [95][760/2147] lr: 1.405e-01, eta: 6 days, 16:43:38, time: 1.761, data_time: 0.020, memory: 16628, top1_acc: 0.3424, top5_acc: 0.5991, loss_cls: 2.9929, loss: 2.9929, grad_norm: 1.8321 2021-01-22 17:46:52,490 - mmaction - INFO - Epoch [95][780/2147] lr: 1.405e-01, eta: 6 days, 16:43:05, time: 1.682, data_time: 0.032, memory: 16628, top1_acc: 0.3545, top5_acc: 0.6067, loss_cls: 2.9744, loss: 2.9744, grad_norm: 1.8162 2021-01-22 17:47:22,053 - mmaction - INFO - Epoch [95][800/2147] lr: 1.405e-01, eta: 6 days, 16:42:25, time: 1.481, data_time: 0.005, memory: 16628, top1_acc: 0.3616, top5_acc: 0.6219, loss_cls: 2.9394, loss: 2.9394, grad_norm: 1.8729 2021-01-22 17:47:51,978 - mmaction - INFO - Epoch [95][820/2147] lr: 1.405e-01, eta: 6 days, 16:41:46, time: 1.496, data_time: 0.003, memory: 16628, top1_acc: 0.3558, top5_acc: 0.6027, loss_cls: 2.9426, loss: 2.9426, grad_norm: 1.8297 2021-01-22 17:48:21,625 - mmaction - INFO - Epoch [95][840/2147] lr: 1.405e-01, eta: 6 days, 16:41:06, time: 1.479, data_time: 0.005, memory: 16628, top1_acc: 0.3518, top5_acc: 0.5987, loss_cls: 2.9956, loss: 2.9956, grad_norm: 1.8673 2021-01-22 17:48:50,573 - mmaction - INFO - Epoch [95][860/2147] lr: 1.405e-01, eta: 6 days, 16:40:25, time: 1.452, data_time: 0.009, memory: 16628, top1_acc: 0.3460, top5_acc: 0.6129, loss_cls: 2.9549, loss: 2.9549, grad_norm: 1.8744 2021-01-22 17:49:20,182 - mmaction - INFO - Epoch [95][880/2147] lr: 1.405e-01, eta: 6 days, 16:39:45, time: 1.470, data_time: 0.008, memory: 16628, top1_acc: 0.3625, top5_acc: 0.6290, loss_cls: 2.8961, loss: 2.8961, grad_norm: 1.8575 2021-01-22 17:49:49,776 - mmaction - INFO - Epoch [95][900/2147] lr: 1.405e-01, eta: 6 days, 16:39:05, time: 1.479, data_time: 0.015, memory: 16628, top1_acc: 0.3616, top5_acc: 0.5955, loss_cls: 2.9656, loss: 2.9656, grad_norm: 1.8592 2021-01-22 17:50:21,777 - mmaction - INFO - Epoch [95][920/2147] lr: 1.405e-01, eta: 6 days, 16:38:30, time: 1.608, data_time: 0.018, memory: 16628, top1_acc: 0.3625, top5_acc: 0.6062, loss_cls: 2.9854, loss: 2.9854, grad_norm: 1.8631 2021-01-22 17:50:54,020 - mmaction - INFO - Epoch [95][940/2147] lr: 1.405e-01, eta: 6 days, 16:37:55, time: 1.605, data_time: 0.008, memory: 16628, top1_acc: 0.3464, top5_acc: 0.5987, loss_cls: 3.0590, loss: 3.0590, grad_norm: 1.8426 2021-01-22 17:51:23,784 - mmaction - INFO - Epoch [95][960/2147] lr: 1.405e-01, eta: 6 days, 16:37:15, time: 1.491, data_time: 0.013, memory: 16628, top1_acc: 0.3455, top5_acc: 0.5996, loss_cls: 3.0025, loss: 3.0025, grad_norm: 1.8611 2021-01-22 17:52:01,252 - mmaction - INFO - Epoch [95][980/2147] lr: 1.405e-01, eta: 6 days, 16:36:49, time: 1.871, data_time: 0.015, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5839, loss_cls: 3.0475, loss: 3.0475, grad_norm: 1.8992 2021-01-22 17:52:30,278 - mmaction - INFO - Epoch [95][1000/2147] lr: 1.405e-01, eta: 6 days, 16:36:08, time: 1.458, data_time: 0.016, memory: 16628, top1_acc: 0.3558, top5_acc: 0.6085, loss_cls: 2.9601, loss: 2.9601, grad_norm: 1.8244 2021-01-22 17:52:59,119 - mmaction - INFO - Epoch [95][1020/2147] lr: 1.405e-01, eta: 6 days, 16:35:27, time: 1.442, data_time: 0.004, memory: 16628, top1_acc: 0.3473, top5_acc: 0.6036, loss_cls: 2.9595, loss: 2.9595, grad_norm: 1.8702 2021-01-22 17:53:28,526 - mmaction - INFO - Epoch [95][1040/2147] lr: 1.405e-01, eta: 6 days, 16:34:47, time: 1.471, data_time: 0.009, memory: 16628, top1_acc: 0.3362, top5_acc: 0.6089, loss_cls: 2.9878, loss: 2.9878, grad_norm: 1.8603 2021-01-22 17:53:58,488 - mmaction - INFO - Epoch [95][1060/2147] lr: 1.405e-01, eta: 6 days, 16:34:08, time: 1.500, data_time: 0.010, memory: 16628, top1_acc: 0.3437, top5_acc: 0.6040, loss_cls: 2.9934, loss: 2.9934, grad_norm: 1.8851 2021-01-22 17:54:27,884 - mmaction - INFO - Epoch [95][1080/2147] lr: 1.405e-01, eta: 6 days, 16:33:28, time: 1.469, data_time: 0.008, memory: 16628, top1_acc: 0.3460, top5_acc: 0.5902, loss_cls: 2.9805, loss: 2.9805, grad_norm: 1.8485 2021-01-22 17:54:57,360 - mmaction - INFO - Epoch [95][1100/2147] lr: 1.405e-01, eta: 6 days, 16:32:48, time: 1.475, data_time: 0.005, memory: 16628, top1_acc: 0.3446, top5_acc: 0.6031, loss_cls: 2.9621, loss: 2.9621, grad_norm: 1.8513 2021-01-22 17:55:28,640 - mmaction - INFO - Epoch [95][1120/2147] lr: 1.405e-01, eta: 6 days, 16:32:11, time: 1.562, data_time: 0.003, memory: 16628, top1_acc: 0.3429, top5_acc: 0.5888, loss_cls: 3.0227, loss: 3.0227, grad_norm: 1.8336 2021-01-22 17:56:02,696 - mmaction - INFO - Epoch [95][1140/2147] lr: 1.405e-01, eta: 6 days, 16:31:39, time: 1.697, data_time: 0.008, memory: 16628, top1_acc: 0.3348, top5_acc: 0.6000, loss_cls: 2.9480, loss: 2.9480, grad_norm: 1.8733 2021-01-22 17:56:34,080 - mmaction - INFO - Epoch [95][1160/2147] lr: 1.405e-01, eta: 6 days, 16:31:02, time: 1.577, data_time: 0.012, memory: 16628, top1_acc: 0.3460, top5_acc: 0.6067, loss_cls: 2.9829, loss: 2.9829, grad_norm: 1.9010 2021-01-22 17:57:12,696 - mmaction - INFO - Epoch [95][1180/2147] lr: 1.405e-01, eta: 6 days, 16:30:38, time: 1.927, data_time: 0.009, memory: 16628, top1_acc: 0.3366, top5_acc: 0.5955, loss_cls: 3.0290, loss: 3.0290, grad_norm: 1.8636 2021-01-22 17:57:41,320 - mmaction - INFO - Epoch [95][1200/2147] lr: 1.405e-01, eta: 6 days, 16:29:57, time: 1.435, data_time: 0.009, memory: 16628, top1_acc: 0.3571, top5_acc: 0.6179, loss_cls: 2.9299, loss: 2.9299, grad_norm: 1.8145 2021-01-22 17:58:10,804 - mmaction - INFO - Epoch [95][1220/2147] lr: 1.405e-01, eta: 6 days, 16:29:17, time: 1.467, data_time: 0.004, memory: 16628, top1_acc: 0.3451, top5_acc: 0.6112, loss_cls: 2.9347, loss: 2.9347, grad_norm: 1.8921 2021-01-22 17:58:40,523 - mmaction - INFO - Epoch [95][1240/2147] lr: 1.405e-01, eta: 6 days, 16:28:37, time: 1.489, data_time: 0.019, memory: 16628, top1_acc: 0.3688, top5_acc: 0.6259, loss_cls: 2.8715, loss: 2.8715, grad_norm: 1.8835 2021-01-22 17:59:11,456 - mmaction - INFO - Epoch [95][1260/2147] lr: 1.405e-01, eta: 6 days, 16:28:00, time: 1.549, data_time: 0.016, memory: 16628, top1_acc: 0.3460, top5_acc: 0.6018, loss_cls: 2.9773, loss: 2.9773, grad_norm: 1.9106 2021-01-22 17:59:42,440 - mmaction - INFO - Epoch [95][1280/2147] lr: 1.405e-01, eta: 6 days, 16:27:22, time: 1.548, data_time: 0.003, memory: 16628, top1_acc: 0.3518, top5_acc: 0.6112, loss_cls: 2.9008, loss: 2.9008, grad_norm: 1.8467 2021-01-22 18:00:13,130 - mmaction - INFO - Epoch [95][1300/2147] lr: 1.405e-01, eta: 6 days, 16:26:45, time: 1.537, data_time: 0.006, memory: 16628, top1_acc: 0.3415, top5_acc: 0.6067, loss_cls: 2.9803, loss: 2.9803, grad_norm: 1.8678 2021-01-22 18:00:42,606 - mmaction - INFO - Epoch [95][1320/2147] lr: 1.405e-01, eta: 6 days, 16:26:05, time: 1.474, data_time: 0.006, memory: 16628, top1_acc: 0.3522, top5_acc: 0.6067, loss_cls: 2.9518, loss: 2.9518, grad_norm: 1.8969 2021-01-22 18:01:14,589 - mmaction - INFO - Epoch [95][1340/2147] lr: 1.405e-01, eta: 6 days, 16:25:29, time: 1.596, data_time: 0.003, memory: 16628, top1_acc: 0.3464, top5_acc: 0.6004, loss_cls: 2.9492, loss: 2.9492, grad_norm: 1.8960 2021-01-22 18:01:50,408 - mmaction - INFO - Epoch [95][1360/2147] lr: 1.405e-01, eta: 6 days, 16:25:00, time: 1.790, data_time: 0.006, memory: 16628, top1_acc: 0.3424, top5_acc: 0.6098, loss_cls: 2.9421, loss: 2.9421, grad_norm: 1.9016 2021-01-22 18:02:20,259 - mmaction - INFO - Epoch [95][1380/2147] lr: 1.405e-01, eta: 6 days, 16:24:21, time: 1.491, data_time: 0.007, memory: 16628, top1_acc: 0.3549, top5_acc: 0.6125, loss_cls: 2.9520, loss: 2.9520, grad_norm: 1.8120 2021-01-22 18:02:53,757 - mmaction - INFO - Epoch [95][1400/2147] lr: 1.405e-01, eta: 6 days, 16:23:48, time: 1.679, data_time: 0.010, memory: 16628, top1_acc: 0.3754, top5_acc: 0.6210, loss_cls: 2.8557, loss: 2.8557, grad_norm: 1.8127 2021-01-22 18:03:22,740 - mmaction - INFO - Epoch [95][1420/2147] lr: 1.405e-01, eta: 6 days, 16:23:07, time: 1.451, data_time: 0.009, memory: 16628, top1_acc: 0.3554, top5_acc: 0.6107, loss_cls: 2.9067, loss: 2.9067, grad_norm: 1.8851 2021-01-22 18:03:57,153 - mmaction - INFO - Epoch [95][1440/2147] lr: 1.405e-01, eta: 6 days, 16:22:35, time: 1.707, data_time: 0.007, memory: 16628, top1_acc: 0.3451, top5_acc: 0.5893, loss_cls: 3.0176, loss: 3.0176, grad_norm: 1.8940 2021-01-22 18:04:29,063 - mmaction - INFO - Epoch [95][1460/2147] lr: 1.405e-01, eta: 6 days, 16:21:59, time: 1.602, data_time: 0.019, memory: 16628, top1_acc: 0.3420, top5_acc: 0.5871, loss_cls: 3.0133, loss: 3.0133, grad_norm: 1.8316 2021-01-22 18:05:01,105 - mmaction - INFO - Epoch [95][1480/2147] lr: 1.405e-01, eta: 6 days, 16:21:22, time: 1.548, data_time: 0.023, memory: 16628, top1_acc: 0.3652, top5_acc: 0.6219, loss_cls: 2.8756, loss: 2.8756, grad_norm: 1.8666 2021-01-22 18:05:33,431 - mmaction - INFO - Epoch [95][1500/2147] lr: 1.405e-01, eta: 6 days, 16:20:49, time: 1.669, data_time: 0.066, memory: 16628, top1_acc: 0.3371, top5_acc: 0.5924, loss_cls: 2.9852, loss: 2.9852, grad_norm: 1.9023 2021-01-22 18:06:05,337 - mmaction - INFO - Epoch [95][1520/2147] lr: 1.405e-01, eta: 6 days, 16:20:13, time: 1.602, data_time: 0.010, memory: 16628, top1_acc: 0.3388, top5_acc: 0.5969, loss_cls: 2.9774, loss: 2.9774, grad_norm: 1.8971 2021-01-22 18:06:37,454 - mmaction - INFO - Epoch [95][1540/2147] lr: 1.405e-01, eta: 6 days, 16:19:38, time: 1.608, data_time: 0.004, memory: 16628, top1_acc: 0.3817, top5_acc: 0.6295, loss_cls: 2.8274, loss: 2.8274, grad_norm: 1.8105 2021-01-22 18:07:18,667 - mmaction - INFO - Epoch [95][1560/2147] lr: 1.405e-01, eta: 6 days, 16:19:18, time: 2.050, data_time: 0.005, memory: 16628, top1_acc: 0.3491, top5_acc: 0.6103, loss_cls: 2.9382, loss: 2.9382, grad_norm: 1.9084 2021-01-22 18:07:51,682 - mmaction - INFO - Epoch [95][1580/2147] lr: 1.405e-01, eta: 6 days, 16:18:44, time: 1.657, data_time: 0.024, memory: 16628, top1_acc: 0.3330, top5_acc: 0.5710, loss_cls: 3.0597, loss: 3.0597, grad_norm: 1.8538 2021-01-22 18:08:21,070 - mmaction - INFO - Epoch [95][1600/2147] lr: 1.405e-01, eta: 6 days, 16:18:04, time: 1.474, data_time: 0.010, memory: 16628, top1_acc: 0.3531, top5_acc: 0.6094, loss_cls: 2.9043, loss: 2.9043, grad_norm: 1.8684 2021-01-22 18:08:53,419 - mmaction - INFO - Epoch [95][1620/2147] lr: 1.405e-01, eta: 6 days, 16:17:29, time: 1.614, data_time: 0.004, memory: 16628, top1_acc: 0.3446, top5_acc: 0.6107, loss_cls: 2.9701, loss: 2.9701, grad_norm: 1.9273 2021-01-22 18:09:25,281 - mmaction - INFO - Epoch [95][1640/2147] lr: 1.405e-01, eta: 6 days, 16:16:53, time: 1.592, data_time: 0.009, memory: 16628, top1_acc: 0.3527, top5_acc: 0.6036, loss_cls: 3.0038, loss: 3.0038, grad_norm: 1.8601 2021-01-22 18:09:56,548 - mmaction - INFO - Epoch [95][1660/2147] lr: 1.405e-01, eta: 6 days, 16:16:16, time: 1.555, data_time: 0.012, memory: 16628, top1_acc: 0.3420, top5_acc: 0.6022, loss_cls: 2.9778, loss: 2.9778, grad_norm: 1.8331 2021-01-22 18:10:28,106 - mmaction - INFO - Epoch [95][1680/2147] lr: 1.405e-01, eta: 6 days, 16:15:39, time: 1.578, data_time: 0.023, memory: 16628, top1_acc: 0.3487, top5_acc: 0.6058, loss_cls: 2.9587, loss: 2.9587, grad_norm: 1.8851 2021-01-22 18:10:57,269 - mmaction - INFO - Epoch [95][1700/2147] lr: 1.405e-01, eta: 6 days, 16:14:59, time: 1.470, data_time: 0.020, memory: 16628, top1_acc: 0.3415, top5_acc: 0.5906, loss_cls: 3.0406, loss: 3.0406, grad_norm: 1.8694 2021-01-22 18:11:26,897 - mmaction - INFO - Epoch [95][1720/2147] lr: 1.405e-01, eta: 6 days, 16:14:20, time: 1.477, data_time: 0.017, memory: 16628, top1_acc: 0.3406, top5_acc: 0.6040, loss_cls: 3.0049, loss: 3.0049, grad_norm: 1.8263 2021-01-22 18:12:11,752 - mmaction - INFO - Epoch [95][1740/2147] lr: 1.405e-01, eta: 6 days, 16:14:06, time: 2.245, data_time: 0.010, memory: 16628, top1_acc: 0.3594, top5_acc: 0.6098, loss_cls: 2.9264, loss: 2.9264, grad_norm: 1.8458 2021-01-22 18:12:45,284 - mmaction - INFO - Epoch [95][1760/2147] lr: 1.405e-01, eta: 6 days, 16:13:33, time: 1.678, data_time: 0.008, memory: 16628, top1_acc: 0.3446, top5_acc: 0.5920, loss_cls: 2.9869, loss: 2.9869, grad_norm: 1.8246 2021-01-22 18:13:14,619 - mmaction - INFO - Epoch [95][1780/2147] lr: 1.405e-01, eta: 6 days, 16:12:53, time: 1.466, data_time: 0.007, memory: 16628, top1_acc: 0.3585, top5_acc: 0.6058, loss_cls: 2.9181, loss: 2.9181, grad_norm: 1.8570 2021-01-22 18:13:43,860 - mmaction - INFO - Epoch [95][1800/2147] lr: 1.405e-01, eta: 6 days, 16:12:13, time: 1.464, data_time: 0.005, memory: 16628, top1_acc: 0.3509, top5_acc: 0.6027, loss_cls: 2.9446, loss: 2.9446, grad_norm: 1.8881 2021-01-22 18:14:12,735 - mmaction - INFO - Epoch [95][1820/2147] lr: 1.405e-01, eta: 6 days, 16:11:32, time: 1.441, data_time: 0.004, memory: 16628, top1_acc: 0.3504, top5_acc: 0.5991, loss_cls: 2.9856, loss: 2.9856, grad_norm: 1.8748 2021-01-22 18:14:42,674 - mmaction - INFO - Epoch [95][1840/2147] lr: 1.405e-01, eta: 6 days, 16:10:53, time: 1.500, data_time: 0.005, memory: 16628, top1_acc: 0.3607, top5_acc: 0.6062, loss_cls: 2.9076, loss: 2.9076, grad_norm: 1.8783 2021-01-22 18:15:13,374 - mmaction - INFO - Epoch [95][1860/2147] lr: 1.405e-01, eta: 6 days, 16:10:15, time: 1.533, data_time: 0.001, memory: 16628, top1_acc: 0.3375, top5_acc: 0.5848, loss_cls: 3.0805, loss: 3.0805, grad_norm: 1.8831 2021-01-22 18:15:42,612 - mmaction - INFO - Epoch [95][1880/2147] lr: 1.405e-01, eta: 6 days, 16:09:34, time: 1.461, data_time: 0.005, memory: 16628, top1_acc: 0.3406, top5_acc: 0.5826, loss_cls: 3.0380, loss: 3.0380, grad_norm: 1.8762 2021-01-22 18:16:11,602 - mmaction - INFO - Epoch [95][1900/2147] lr: 1.405e-01, eta: 6 days, 16:08:54, time: 1.450, data_time: 0.008, memory: 16628, top1_acc: 0.3545, top5_acc: 0.5987, loss_cls: 2.9748, loss: 2.9748, grad_norm: 1.8634 2021-01-22 18:16:40,984 - mmaction - INFO - Epoch [95][1920/2147] lr: 1.405e-01, eta: 6 days, 16:08:13, time: 1.456, data_time: 0.026, memory: 16628, top1_acc: 0.3411, top5_acc: 0.5884, loss_cls: 3.0055, loss: 3.0055, grad_norm: 1.8287 2021-01-22 18:17:13,446 - mmaction - INFO - Epoch [95][1940/2147] lr: 1.405e-01, eta: 6 days, 16:07:39, time: 1.630, data_time: 0.017, memory: 16628, top1_acc: 0.3580, top5_acc: 0.6107, loss_cls: 2.9456, loss: 2.9456, grad_norm: 1.8400 2021-01-22 18:17:43,038 - mmaction - INFO - Epoch [95][1960/2147] lr: 1.405e-01, eta: 6 days, 16:06:59, time: 1.487, data_time: 0.012, memory: 16628, top1_acc: 0.3504, top5_acc: 0.6152, loss_cls: 2.9074, loss: 2.9074, grad_norm: 1.8119 2021-01-22 18:18:12,441 - mmaction - INFO - Epoch [95][1980/2147] lr: 1.405e-01, eta: 6 days, 16:06:19, time: 1.469, data_time: 0.004, memory: 16628, top1_acc: 0.3589, top5_acc: 0.6161, loss_cls: 2.9152, loss: 2.9152, grad_norm: 1.8760 2021-01-22 18:18:47,062 - mmaction - INFO - Epoch [95][2000/2147] lr: 1.405e-01, eta: 6 days, 16:05:48, time: 1.722, data_time: 0.005, memory: 16628, top1_acc: 0.3473, top5_acc: 0.6040, loss_cls: 2.9415, loss: 2.9415, grad_norm: 1.9187 2021-01-22 18:19:16,558 - mmaction - INFO - Epoch [95][2020/2147] lr: 1.405e-01, eta: 6 days, 16:05:08, time: 1.484, data_time: 0.015, memory: 16628, top1_acc: 0.3375, top5_acc: 0.6049, loss_cls: 2.9622, loss: 2.9622, grad_norm: 1.9008 2021-01-22 18:19:47,981 - mmaction - INFO - Epoch [95][2040/2147] lr: 1.405e-01, eta: 6 days, 16:04:32, time: 1.571, data_time: 0.006, memory: 16628, top1_acc: 0.3321, top5_acc: 0.5982, loss_cls: 3.0596, loss: 3.0596, grad_norm: 1.8685 2021-01-22 18:20:16,635 - mmaction - INFO - Epoch [95][2060/2147] lr: 1.405e-01, eta: 6 days, 16:03:50, time: 1.433, data_time: 0.007, memory: 16628, top1_acc: 0.3375, top5_acc: 0.5978, loss_cls: 3.0172, loss: 3.0172, grad_norm: 1.8931 2021-01-22 18:20:47,131 - mmaction - INFO - Epoch [95][2080/2147] lr: 1.405e-01, eta: 6 days, 16:03:12, time: 1.523, data_time: 0.005, memory: 16628, top1_acc: 0.3491, top5_acc: 0.6174, loss_cls: 2.9201, loss: 2.9201, grad_norm: 1.8411 2021-01-22 18:21:17,386 - mmaction - INFO - Epoch [95][2100/2147] lr: 1.405e-01, eta: 6 days, 16:02:34, time: 1.512, data_time: 0.013, memory: 16628, top1_acc: 0.3549, top5_acc: 0.5937, loss_cls: 3.0058, loss: 3.0058, grad_norm: 1.8390 2021-01-22 18:21:50,188 - mmaction - INFO - Epoch [95][2120/2147] lr: 1.405e-01, eta: 6 days, 16:02:00, time: 1.644, data_time: 0.006, memory: 16628, top1_acc: 0.3795, top5_acc: 0.6214, loss_cls: 2.9038, loss: 2.9038, grad_norm: 1.8617 2021-01-22 18:22:19,352 - mmaction - INFO - Epoch [95][2140/2147] lr: 1.405e-01, eta: 6 days, 16:01:18, time: 1.439, data_time: 0.002, memory: 16628, top1_acc: 0.3371, top5_acc: 0.5839, loss_cls: 3.0058, loss: 3.0058, grad_norm: 1.8629 2021-01-22 18:42:49,434 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-22 18:42:50,233 - mmaction - INFO - top1_acc 0.3819 top5_acc 0.6556 2021-01-22 18:42:50,233 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-22 18:42:50,336 - mmaction - INFO - mean_acc 0.3820 2021-01-22 18:42:50,347 - mmaction - INFO - Epoch(val) [95][2147] top1_acc: 0.3819, top5_acc: 0.6556, mean_class_accuracy: 0.3820 2021-01-22 18:48:04,280 - mmaction - INFO - Epoch [96][20/2147] lr: 1.394e-01, eta: 6 days, 16:08:09, time: 15.688, data_time: 14.166, memory: 16628, top1_acc: 0.3661, top5_acc: 0.6125, loss_cls: 2.9041, loss: 2.9041, grad_norm: 1.8433 2021-01-22 18:48:36,757 - mmaction - INFO - Epoch [96][40/2147] lr: 1.394e-01, eta: 6 days, 16:07:34, time: 1.626, data_time: 0.013, memory: 16628, top1_acc: 0.3469, top5_acc: 0.6031, loss_cls: 2.9264, loss: 2.9264, grad_norm: 1.8535 2021-01-22 18:49:05,846 - mmaction - INFO - Epoch [96][60/2147] lr: 1.394e-01, eta: 6 days, 16:06:54, time: 1.455, data_time: 0.007, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6125, loss_cls: 2.8815, loss: 2.8815, grad_norm: 1.8713 2021-01-22 18:49:38,342 - mmaction - INFO - Epoch [96][80/2147] lr: 1.394e-01, eta: 6 days, 16:06:19, time: 1.627, data_time: 0.008, memory: 16628, top1_acc: 0.3545, top5_acc: 0.5920, loss_cls: 3.0021, loss: 3.0021, grad_norm: 1.8772 2021-01-22 18:50:08,738 - mmaction - INFO - Epoch [96][100/2147] lr: 1.394e-01, eta: 6 days, 16:05:40, time: 1.519, data_time: 0.004, memory: 16628, top1_acc: 0.3531, top5_acc: 0.6045, loss_cls: 2.9263, loss: 2.9263, grad_norm: 1.8598 2021-01-22 18:50:41,916 - mmaction - INFO - Epoch [96][120/2147] lr: 1.394e-01, eta: 6 days, 16:05:07, time: 1.658, data_time: 0.004, memory: 16628, top1_acc: 0.3531, top5_acc: 0.6237, loss_cls: 2.9050, loss: 2.9050, grad_norm: 1.8813 2021-01-22 18:51:13,869 - mmaction - INFO - Epoch [96][140/2147] lr: 1.394e-01, eta: 6 days, 16:04:31, time: 1.598, data_time: 0.054, memory: 16628, top1_acc: 0.3540, top5_acc: 0.5937, loss_cls: 2.9647, loss: 2.9647, grad_norm: 1.8374 2021-01-22 18:51:52,636 - mmaction - INFO - Epoch [96][160/2147] lr: 1.394e-01, eta: 6 days, 16:04:07, time: 1.939, data_time: 0.008, memory: 16628, top1_acc: 0.3411, top5_acc: 0.6022, loss_cls: 2.9661, loss: 2.9661, grad_norm: 1.8732 2021-01-22 18:52:21,881 - mmaction - INFO - Epoch [96][180/2147] lr: 1.394e-01, eta: 6 days, 16:03:26, time: 1.463, data_time: 0.007, memory: 16628, top1_acc: 0.3500, top5_acc: 0.6121, loss_cls: 2.9280, loss: 2.9280, grad_norm: 1.8746 2021-01-22 18:52:52,330 - mmaction - INFO - Epoch [96][200/2147] lr: 1.394e-01, eta: 6 days, 16:02:48, time: 1.524, data_time: 0.004, memory: 16628, top1_acc: 0.3366, top5_acc: 0.5902, loss_cls: 2.9817, loss: 2.9817, grad_norm: 1.8821 2021-01-22 18:53:21,388 - mmaction - INFO - Epoch [96][220/2147] lr: 1.394e-01, eta: 6 days, 16:02:08, time: 1.454, data_time: 0.004, memory: 16628, top1_acc: 0.3558, top5_acc: 0.6156, loss_cls: 2.9026, loss: 2.9026, grad_norm: 1.8297 2021-01-22 18:53:50,479 - mmaction - INFO - Epoch [96][240/2147] lr: 1.394e-01, eta: 6 days, 16:01:27, time: 1.451, data_time: 0.001, memory: 16628, top1_acc: 0.3634, top5_acc: 0.6156, loss_cls: 2.9181, loss: 2.9181, grad_norm: 1.8745 2021-01-22 18:54:19,648 - mmaction - INFO - Epoch [96][260/2147] lr: 1.394e-01, eta: 6 days, 16:00:47, time: 1.462, data_time: 0.007, memory: 16628, top1_acc: 0.3558, top5_acc: 0.6000, loss_cls: 2.9158, loss: 2.9158, grad_norm: 1.8673 2021-01-22 18:54:53,043 - mmaction - INFO - Epoch [96][280/2147] lr: 1.394e-01, eta: 6 days, 16:00:13, time: 1.668, data_time: 0.002, memory: 16628, top1_acc: 0.3437, top5_acc: 0.5933, loss_cls: 2.9959, loss: 2.9959, grad_norm: 1.9134 2021-01-22 18:55:22,172 - mmaction - INFO - Epoch [96][300/2147] lr: 1.394e-01, eta: 6 days, 15:59:33, time: 1.455, data_time: 0.010, memory: 16628, top1_acc: 0.3446, top5_acc: 0.6040, loss_cls: 2.9727, loss: 2.9727, grad_norm: 1.8552 2021-01-22 18:55:53,234 - mmaction - INFO - Epoch [96][320/2147] lr: 1.394e-01, eta: 6 days, 15:58:56, time: 1.554, data_time: 0.012, memory: 16628, top1_acc: 0.3518, top5_acc: 0.6116, loss_cls: 2.9394, loss: 2.9394, grad_norm: 1.8809 2021-01-22 18:56:23,264 - mmaction - INFO - Epoch [96][340/2147] lr: 1.394e-01, eta: 6 days, 15:58:17, time: 1.505, data_time: 0.008, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5942, loss_cls: 3.0235, loss: 3.0235, grad_norm: 1.9177 2021-01-22 18:56:56,183 - mmaction - INFO - Epoch [96][360/2147] lr: 1.394e-01, eta: 6 days, 15:57:42, time: 1.643, data_time: 0.002, memory: 16628, top1_acc: 0.3379, top5_acc: 0.6246, loss_cls: 2.9267, loss: 2.9267, grad_norm: 1.8750 2021-01-22 18:57:25,012 - mmaction - INFO - Epoch [96][380/2147] lr: 1.394e-01, eta: 6 days, 15:57:02, time: 1.443, data_time: 0.006, memory: 16628, top1_acc: 0.3585, top5_acc: 0.5964, loss_cls: 3.0092, loss: 3.0092, grad_norm: 1.8709 2021-01-22 18:57:58,019 - mmaction - INFO - Epoch [96][400/2147] lr: 1.394e-01, eta: 6 days, 15:56:27, time: 1.648, data_time: 0.002, memory: 16628, top1_acc: 0.3607, top5_acc: 0.6192, loss_cls: 2.8833, loss: 2.8833, grad_norm: 1.8552 2021-01-22 18:58:28,495 - mmaction - INFO - Epoch [96][420/2147] lr: 1.394e-01, eta: 6 days, 15:55:49, time: 1.526, data_time: 0.012, memory: 16628, top1_acc: 0.3558, top5_acc: 0.6129, loss_cls: 2.9648, loss: 2.9648, grad_norm: 1.8782 2021-01-22 18:58:58,518 - mmaction - INFO - Epoch [96][440/2147] lr: 1.394e-01, eta: 6 days, 15:55:10, time: 1.503, data_time: 0.009, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5929, loss_cls: 2.9978, loss: 2.9978, grad_norm: 1.9042 2021-01-22 18:59:28,925 - mmaction - INFO - Epoch [96][460/2147] lr: 1.394e-01, eta: 6 days, 15:54:31, time: 1.500, data_time: 0.006, memory: 16628, top1_acc: 0.3554, top5_acc: 0.6009, loss_cls: 2.9743, loss: 2.9743, grad_norm: 1.8303 2021-01-22 18:59:57,917 - mmaction - INFO - Epoch [96][480/2147] lr: 1.394e-01, eta: 6 days, 15:53:51, time: 1.469, data_time: 0.024, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5987, loss_cls: 2.9762, loss: 2.9762, grad_norm: 1.8684 2021-01-22 19:00:26,755 - mmaction - INFO - Epoch [96][500/2147] lr: 1.394e-01, eta: 6 days, 15:53:10, time: 1.442, data_time: 0.006, memory: 16628, top1_acc: 0.3652, top5_acc: 0.6210, loss_cls: 2.8892, loss: 2.8892, grad_norm: 1.8487 2021-01-22 19:00:57,102 - mmaction - INFO - Epoch [96][520/2147] lr: 1.394e-01, eta: 6 days, 15:52:32, time: 1.518, data_time: 0.002, memory: 16628, top1_acc: 0.3455, top5_acc: 0.5871, loss_cls: 3.0119, loss: 3.0119, grad_norm: 1.9038 2021-01-22 19:01:26,225 - mmaction - INFO - Epoch [96][540/2147] lr: 1.394e-01, eta: 6 days, 15:51:51, time: 1.453, data_time: 0.011, memory: 16628, top1_acc: 0.3433, top5_acc: 0.5906, loss_cls: 2.9725, loss: 2.9725, grad_norm: 1.8166 2021-01-22 19:02:01,929 - mmaction - INFO - Epoch [96][560/2147] lr: 1.394e-01, eta: 6 days, 15:51:22, time: 1.785, data_time: 0.005, memory: 16628, top1_acc: 0.3455, top5_acc: 0.6040, loss_cls: 2.9543, loss: 2.9543, grad_norm: 1.8411 2021-01-22 19:02:35,383 - mmaction - INFO - Epoch [96][580/2147] lr: 1.394e-01, eta: 6 days, 15:50:49, time: 1.668, data_time: 0.011, memory: 16628, top1_acc: 0.3518, top5_acc: 0.6022, loss_cls: 2.9921, loss: 2.9921, grad_norm: 1.8642 2021-01-22 19:03:05,590 - mmaction - INFO - Epoch [96][600/2147] lr: 1.394e-01, eta: 6 days, 15:50:10, time: 1.518, data_time: 0.011, memory: 16628, top1_acc: 0.3674, top5_acc: 0.6147, loss_cls: 2.9018, loss: 2.9018, grad_norm: 1.8997 2021-01-22 19:03:36,311 - mmaction - INFO - Epoch [96][620/2147] lr: 1.394e-01, eta: 6 days, 15:49:32, time: 1.535, data_time: 0.004, memory: 16628, top1_acc: 0.3531, top5_acc: 0.6085, loss_cls: 2.9663, loss: 2.9663, grad_norm: 1.8740 2021-01-22 19:04:05,737 - mmaction - INFO - Epoch [96][640/2147] lr: 1.394e-01, eta: 6 days, 15:48:53, time: 1.472, data_time: 0.004, memory: 16628, top1_acc: 0.3478, top5_acc: 0.6129, loss_cls: 2.9465, loss: 2.9465, grad_norm: 1.8391 2021-01-22 19:04:36,827 - mmaction - INFO - Epoch [96][660/2147] lr: 1.394e-01, eta: 6 days, 15:48:15, time: 1.554, data_time: 0.004, memory: 16628, top1_acc: 0.3643, top5_acc: 0.6098, loss_cls: 2.8961, loss: 2.8961, grad_norm: 1.8750 2021-01-22 19:05:07,726 - mmaction - INFO - Epoch [96][680/2147] lr: 1.394e-01, eta: 6 days, 15:47:38, time: 1.544, data_time: 0.003, memory: 16628, top1_acc: 0.3411, top5_acc: 0.5920, loss_cls: 3.0599, loss: 3.0599, grad_norm: 1.8757 2021-01-22 19:05:38,869 - mmaction - INFO - Epoch [96][700/2147] lr: 1.394e-01, eta: 6 days, 15:47:01, time: 1.557, data_time: 0.004, memory: 16628, top1_acc: 0.3513, top5_acc: 0.6143, loss_cls: 2.9491, loss: 2.9491, grad_norm: 1.8271 2021-01-22 19:06:08,227 - mmaction - INFO - Epoch [96][720/2147] lr: 1.394e-01, eta: 6 days, 15:46:21, time: 1.469, data_time: 0.005, memory: 16628, top1_acc: 0.3665, top5_acc: 0.6121, loss_cls: 2.9431, loss: 2.9431, grad_norm: 1.8810 2021-01-22 19:06:42,764 - mmaction - INFO - Epoch [96][740/2147] lr: 1.394e-01, eta: 6 days, 15:45:49, time: 1.726, data_time: 0.003, memory: 16628, top1_acc: 0.3558, top5_acc: 0.5987, loss_cls: 2.9982, loss: 2.9982, grad_norm: 1.8651 2021-01-22 19:07:12,283 - mmaction - INFO - Epoch [96][760/2147] lr: 1.394e-01, eta: 6 days, 15:45:09, time: 1.474, data_time: 0.015, memory: 16628, top1_acc: 0.3464, top5_acc: 0.5942, loss_cls: 2.9849, loss: 2.9849, grad_norm: 1.9012 2021-01-22 19:07:41,907 - mmaction - INFO - Epoch [96][780/2147] lr: 1.394e-01, eta: 6 days, 15:44:30, time: 1.484, data_time: 0.006, memory: 16628, top1_acc: 0.3500, top5_acc: 0.6054, loss_cls: 2.9211, loss: 2.9211, grad_norm: 1.8506 2021-01-22 19:08:10,990 - mmaction - INFO - Epoch [96][800/2147] lr: 1.394e-01, eta: 6 days, 15:43:49, time: 1.454, data_time: 0.002, memory: 16628, top1_acc: 0.3621, top5_acc: 0.6223, loss_cls: 2.8715, loss: 2.8715, grad_norm: 1.8773 2021-01-22 19:08:47,603 - mmaction - INFO - Epoch [96][820/2147] lr: 1.394e-01, eta: 6 days, 15:43:21, time: 1.825, data_time: 0.002, memory: 16628, top1_acc: 0.3473, top5_acc: 0.6045, loss_cls: 2.9654, loss: 2.9654, grad_norm: 1.8754 2021-01-22 19:09:19,039 - mmaction - INFO - Epoch [96][840/2147] lr: 1.394e-01, eta: 6 days, 15:42:45, time: 1.572, data_time: 0.008, memory: 16628, top1_acc: 0.3464, top5_acc: 0.5969, loss_cls: 2.9829, loss: 2.9829, grad_norm: 1.9020 2021-01-22 19:09:50,678 - mmaction - INFO - Epoch [96][860/2147] lr: 1.394e-01, eta: 6 days, 15:42:09, time: 1.585, data_time: 0.009, memory: 16628, top1_acc: 0.3518, top5_acc: 0.6161, loss_cls: 2.9339, loss: 2.9339, grad_norm: 1.9038 2021-01-22 19:10:19,912 - mmaction - INFO - Epoch [96][880/2147] lr: 1.394e-01, eta: 6 days, 15:41:28, time: 1.461, data_time: 0.009, memory: 16628, top1_acc: 0.3563, top5_acc: 0.6143, loss_cls: 2.8972, loss: 2.8972, grad_norm: 1.8184 2021-01-22 19:10:51,613 - mmaction - INFO - Epoch [96][900/2147] lr: 1.394e-01, eta: 6 days, 15:40:52, time: 1.585, data_time: 0.005, memory: 16628, top1_acc: 0.3710, top5_acc: 0.6299, loss_cls: 2.8446, loss: 2.8446, grad_norm: 1.9079 2021-01-22 19:11:22,754 - mmaction - INFO - Epoch [96][920/2147] lr: 1.394e-01, eta: 6 days, 15:40:15, time: 1.557, data_time: 0.009, memory: 16628, top1_acc: 0.3554, top5_acc: 0.6036, loss_cls: 2.9400, loss: 2.9400, grad_norm: 1.9029 2021-01-22 19:11:55,334 - mmaction - INFO - Epoch [96][940/2147] lr: 1.394e-01, eta: 6 days, 15:39:40, time: 1.620, data_time: 0.005, memory: 16628, top1_acc: 0.3612, top5_acc: 0.6089, loss_cls: 2.9015, loss: 2.9015, grad_norm: 1.8483 2021-01-22 19:12:29,137 - mmaction - INFO - Epoch [96][960/2147] lr: 1.394e-01, eta: 6 days, 15:39:08, time: 1.699, data_time: 0.066, memory: 16628, top1_acc: 0.3853, top5_acc: 0.6196, loss_cls: 2.8406, loss: 2.8406, grad_norm: 1.8842 2021-01-22 19:12:59,259 - mmaction - INFO - Epoch [96][980/2147] lr: 1.394e-01, eta: 6 days, 15:38:29, time: 1.509, data_time: 0.004, memory: 16628, top1_acc: 0.3478, top5_acc: 0.6013, loss_cls: 2.9567, loss: 2.9567, grad_norm: 1.9360 2021-01-22 19:13:29,343 - mmaction - INFO - Epoch [96][1000/2147] lr: 1.394e-01, eta: 6 days, 15:37:50, time: 1.500, data_time: 0.001, memory: 16628, top1_acc: 0.3375, top5_acc: 0.5960, loss_cls: 3.0138, loss: 3.0138, grad_norm: 1.8878 2021-01-22 19:13:58,529 - mmaction - INFO - Epoch [96][1020/2147] lr: 1.394e-01, eta: 6 days, 15:37:10, time: 1.463, data_time: 0.011, memory: 16628, top1_acc: 0.3487, top5_acc: 0.5911, loss_cls: 2.9673, loss: 2.9673, grad_norm: 1.8720 2021-01-22 19:14:32,639 - mmaction - INFO - Epoch [96][1040/2147] lr: 1.394e-01, eta: 6 days, 15:36:38, time: 1.701, data_time: 0.006, memory: 16628, top1_acc: 0.3375, top5_acc: 0.6058, loss_cls: 2.9345, loss: 2.9345, grad_norm: 1.9050 2021-01-22 19:15:02,102 - mmaction - INFO - Epoch [96][1060/2147] lr: 1.394e-01, eta: 6 days, 15:35:58, time: 1.478, data_time: 0.007, memory: 16628, top1_acc: 0.3455, top5_acc: 0.6054, loss_cls: 2.9968, loss: 2.9968, grad_norm: 1.8959 2021-01-22 19:15:32,153 - mmaction - INFO - Epoch [96][1080/2147] lr: 1.394e-01, eta: 6 days, 15:35:19, time: 1.501, data_time: 0.002, memory: 16628, top1_acc: 0.3420, top5_acc: 0.5942, loss_cls: 3.0214, loss: 3.0214, grad_norm: 1.8358 2021-01-22 19:16:01,210 - mmaction - INFO - Epoch [96][1100/2147] lr: 1.394e-01, eta: 6 days, 15:34:39, time: 1.455, data_time: 0.008, memory: 16628, top1_acc: 0.3429, top5_acc: 0.6147, loss_cls: 2.9599, loss: 2.9599, grad_norm: 1.8883 2021-01-22 19:16:34,980 - mmaction - INFO - Epoch [96][1120/2147] lr: 1.394e-01, eta: 6 days, 15:34:02, time: 1.551, data_time: 0.005, memory: 16628, top1_acc: 0.3536, top5_acc: 0.6174, loss_cls: 2.8929, loss: 2.8929, grad_norm: 1.8568 2021-01-22 19:17:06,058 - mmaction - INFO - Epoch [96][1140/2147] lr: 1.394e-01, eta: 6 days, 15:33:29, time: 1.688, data_time: 0.169, memory: 16628, top1_acc: 0.3536, top5_acc: 0.6080, loss_cls: 2.9391, loss: 2.9391, grad_norm: 1.8705 2021-01-22 19:17:39,247 - mmaction - INFO - Epoch [96][1160/2147] lr: 1.394e-01, eta: 6 days, 15:32:55, time: 1.658, data_time: 0.009, memory: 16628, top1_acc: 0.3464, top5_acc: 0.6112, loss_cls: 2.9507, loss: 2.9507, grad_norm: 1.9017 2021-01-22 19:18:09,000 - mmaction - INFO - Epoch [96][1180/2147] lr: 1.394e-01, eta: 6 days, 15:32:16, time: 1.490, data_time: 0.011, memory: 16628, top1_acc: 0.3487, top5_acc: 0.6054, loss_cls: 2.9290, loss: 2.9290, grad_norm: 1.8384 2021-01-22 19:18:39,867 - mmaction - INFO - Epoch [96][1200/2147] lr: 1.394e-01, eta: 6 days, 15:31:38, time: 1.544, data_time: 0.004, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5772, loss_cls: 3.0489, loss: 3.0489, grad_norm: 1.8757 2021-01-22 19:19:08,750 - mmaction - INFO - Epoch [96][1220/2147] lr: 1.394e-01, eta: 6 days, 15:30:58, time: 1.442, data_time: 0.003, memory: 16628, top1_acc: 0.3545, top5_acc: 0.5987, loss_cls: 2.9471, loss: 2.9471, grad_norm: 1.8736 2021-01-22 19:19:38,718 - mmaction - INFO - Epoch [96][1240/2147] lr: 1.394e-01, eta: 6 days, 15:30:19, time: 1.499, data_time: 0.008, memory: 16628, top1_acc: 0.3513, top5_acc: 0.6165, loss_cls: 2.8814, loss: 2.8814, grad_norm: 1.8769 2021-01-22 19:20:09,694 - mmaction - INFO - Epoch [96][1260/2147] lr: 1.394e-01, eta: 6 days, 15:29:41, time: 1.550, data_time: 0.012, memory: 16628, top1_acc: 0.3571, top5_acc: 0.5987, loss_cls: 2.9619, loss: 2.9619, grad_norm: 1.8795 2021-01-22 19:20:40,317 - mmaction - INFO - Epoch [96][1280/2147] lr: 1.394e-01, eta: 6 days, 15:29:03, time: 1.531, data_time: 0.004, memory: 16628, top1_acc: 0.3464, top5_acc: 0.6089, loss_cls: 2.9240, loss: 2.9240, grad_norm: 1.8699 2021-01-22 19:21:12,333 - mmaction - INFO - Epoch [96][1300/2147] lr: 1.394e-01, eta: 6 days, 15:28:28, time: 1.601, data_time: 0.014, memory: 16628, top1_acc: 0.3536, top5_acc: 0.6058, loss_cls: 2.9288, loss: 2.9288, grad_norm: 1.8399 2021-01-22 19:21:41,288 - mmaction - INFO - Epoch [96][1320/2147] lr: 1.394e-01, eta: 6 days, 15:27:47, time: 1.449, data_time: 0.008, memory: 16628, top1_acc: 0.3563, top5_acc: 0.6183, loss_cls: 2.9237, loss: 2.9237, grad_norm: 1.8651 2021-01-22 19:22:11,319 - mmaction - INFO - Epoch [96][1340/2147] lr: 1.394e-01, eta: 6 days, 15:27:08, time: 1.497, data_time: 0.007, memory: 16628, top1_acc: 0.3741, top5_acc: 0.6317, loss_cls: 2.8838, loss: 2.8838, grad_norm: 1.8082 2021-01-22 19:22:41,354 - mmaction - INFO - Epoch [96][1360/2147] lr: 1.394e-01, eta: 6 days, 15:26:29, time: 1.508, data_time: 0.008, memory: 16628, top1_acc: 0.3598, top5_acc: 0.6116, loss_cls: 2.8993, loss: 2.8993, grad_norm: 1.9093 2021-01-22 19:23:10,338 - mmaction - INFO - Epoch [96][1380/2147] lr: 1.394e-01, eta: 6 days, 15:25:49, time: 1.445, data_time: 0.003, memory: 16628, top1_acc: 0.3321, top5_acc: 0.5924, loss_cls: 3.0638, loss: 3.0638, grad_norm: 1.8728 2021-01-22 19:23:40,467 - mmaction - INFO - Epoch [96][1400/2147] lr: 1.394e-01, eta: 6 days, 15:25:10, time: 1.511, data_time: 0.010, memory: 16628, top1_acc: 0.3496, top5_acc: 0.6112, loss_cls: 2.9211, loss: 2.9211, grad_norm: 1.8814 2021-01-22 19:24:11,476 - mmaction - INFO - Epoch [96][1420/2147] lr: 1.394e-01, eta: 6 days, 15:24:33, time: 1.547, data_time: 0.003, memory: 16628, top1_acc: 0.3446, top5_acc: 0.5946, loss_cls: 3.0001, loss: 3.0001, grad_norm: 1.8779 2021-01-22 19:24:40,388 - mmaction - INFO - Epoch [96][1440/2147] lr: 1.394e-01, eta: 6 days, 15:23:52, time: 1.448, data_time: 0.011, memory: 16628, top1_acc: 0.3424, top5_acc: 0.6054, loss_cls: 2.9597, loss: 2.9597, grad_norm: 1.8675 2021-01-22 19:25:11,752 - mmaction - INFO - Epoch [96][1460/2147] lr: 1.394e-01, eta: 6 days, 15:23:15, time: 1.566, data_time: 0.008, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5969, loss_cls: 2.9966, loss: 2.9966, grad_norm: 1.8838 2021-01-22 19:25:41,958 - mmaction - INFO - Epoch [96][1480/2147] lr: 1.394e-01, eta: 6 days, 15:22:37, time: 1.511, data_time: 0.004, memory: 16628, top1_acc: 0.3804, top5_acc: 0.6254, loss_cls: 2.8499, loss: 2.8499, grad_norm: 1.8358 2021-01-22 19:26:14,406 - mmaction - INFO - Epoch [96][1500/2147] lr: 1.394e-01, eta: 6 days, 15:22:02, time: 1.614, data_time: 0.008, memory: 16628, top1_acc: 0.3295, top5_acc: 0.5737, loss_cls: 3.0885, loss: 3.0885, grad_norm: 1.8871 2021-01-22 19:26:45,829 - mmaction - INFO - Epoch [96][1520/2147] lr: 1.394e-01, eta: 6 days, 15:21:25, time: 1.580, data_time: 0.022, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5924, loss_cls: 3.0383, loss: 3.0383, grad_norm: 1.9089 2021-01-22 19:27:14,896 - mmaction - INFO - Epoch [96][1540/2147] lr: 1.394e-01, eta: 6 days, 15:20:45, time: 1.447, data_time: 0.003, memory: 16628, top1_acc: 0.3522, top5_acc: 0.6049, loss_cls: 2.9203, loss: 2.9203, grad_norm: 1.8179 2021-01-22 19:27:46,928 - mmaction - INFO - Epoch [96][1560/2147] lr: 1.394e-01, eta: 6 days, 15:20:09, time: 1.605, data_time: 0.017, memory: 16628, top1_acc: 0.3531, top5_acc: 0.6080, loss_cls: 2.9332, loss: 2.9332, grad_norm: 1.9151 2021-01-22 19:28:18,329 - mmaction - INFO - Epoch [96][1580/2147] lr: 1.394e-01, eta: 6 days, 15:19:33, time: 1.572, data_time: 0.006, memory: 16628, top1_acc: 0.3500, top5_acc: 0.5996, loss_cls: 2.9874, loss: 2.9874, grad_norm: 1.9081 2021-01-22 19:28:47,389 - mmaction - INFO - Epoch [96][1600/2147] lr: 1.394e-01, eta: 6 days, 15:18:52, time: 1.455, data_time: 0.011, memory: 16628, top1_acc: 0.3330, top5_acc: 0.5830, loss_cls: 3.0621, loss: 3.0621, grad_norm: 1.8639 2021-01-22 19:29:17,806 - mmaction - INFO - Epoch [96][1620/2147] lr: 1.394e-01, eta: 6 days, 15:18:14, time: 1.521, data_time: 0.001, memory: 16628, top1_acc: 0.3442, top5_acc: 0.6031, loss_cls: 2.9841, loss: 2.9841, grad_norm: 1.8802 2021-01-22 19:29:47,076 - mmaction - INFO - Epoch [96][1640/2147] lr: 1.394e-01, eta: 6 days, 15:17:34, time: 1.461, data_time: 0.003, memory: 16628, top1_acc: 0.3397, top5_acc: 0.6013, loss_cls: 2.9630, loss: 2.9630, grad_norm: 1.9010 2021-01-22 19:30:16,839 - mmaction - INFO - Epoch [96][1660/2147] lr: 1.394e-01, eta: 6 days, 15:16:55, time: 1.490, data_time: 0.005, memory: 16628, top1_acc: 0.3402, top5_acc: 0.6067, loss_cls: 2.9426, loss: 2.9426, grad_norm: 1.9009 2021-01-22 19:30:46,219 - mmaction - INFO - Epoch [96][1680/2147] lr: 1.394e-01, eta: 6 days, 15:16:15, time: 1.467, data_time: 0.005, memory: 16628, top1_acc: 0.3446, top5_acc: 0.6009, loss_cls: 2.9881, loss: 2.9881, grad_norm: 1.8629 2021-01-22 19:31:15,179 - mmaction - INFO - Epoch [96][1700/2147] lr: 1.394e-01, eta: 6 days, 15:15:34, time: 1.448, data_time: 0.006, memory: 16628, top1_acc: 0.3317, top5_acc: 0.5835, loss_cls: 3.0502, loss: 3.0502, grad_norm: 1.8766 2021-01-22 19:31:45,665 - mmaction - INFO - Epoch [96][1720/2147] lr: 1.394e-01, eta: 6 days, 15:14:56, time: 1.526, data_time: 0.005, memory: 16628, top1_acc: 0.3478, top5_acc: 0.6067, loss_cls: 2.9322, loss: 2.9322, grad_norm: 1.8537 2021-01-22 19:32:15,930 - mmaction - INFO - Epoch [96][1740/2147] lr: 1.394e-01, eta: 6 days, 15:14:17, time: 1.512, data_time: 0.004, memory: 16628, top1_acc: 0.3295, top5_acc: 0.5871, loss_cls: 3.0400, loss: 3.0400, grad_norm: 1.9507 2021-01-22 19:32:44,622 - mmaction - INFO - Epoch [96][1760/2147] lr: 1.394e-01, eta: 6 days, 15:13:36, time: 1.436, data_time: 0.004, memory: 16628, top1_acc: 0.3312, top5_acc: 0.6022, loss_cls: 2.9952, loss: 2.9952, grad_norm: 1.8939 2021-01-22 19:33:16,633 - mmaction - INFO - Epoch [96][1780/2147] lr: 1.394e-01, eta: 6 days, 15:13:01, time: 1.601, data_time: 0.002, memory: 16628, top1_acc: 0.3737, top5_acc: 0.6107, loss_cls: 2.9431, loss: 2.9431, grad_norm: 1.8385 2021-01-22 19:33:48,907 - mmaction - INFO - Epoch [96][1800/2147] lr: 1.394e-01, eta: 6 days, 15:12:26, time: 1.610, data_time: 0.007, memory: 16628, top1_acc: 0.3527, top5_acc: 0.6125, loss_cls: 2.9527, loss: 2.9527, grad_norm: 1.9249 2021-01-22 19:34:23,332 - mmaction - INFO - Epoch [96][1820/2147] lr: 1.394e-01, eta: 6 days, 15:11:54, time: 1.724, data_time: 0.013, memory: 16628, top1_acc: 0.3607, top5_acc: 0.6170, loss_cls: 2.9290, loss: 2.9290, grad_norm: 1.9203 2021-01-22 19:34:59,458 - mmaction - INFO - Epoch [96][1840/2147] lr: 1.394e-01, eta: 6 days, 15:11:25, time: 1.806, data_time: 0.003, memory: 16628, top1_acc: 0.3272, top5_acc: 0.5938, loss_cls: 3.0494, loss: 3.0494, grad_norm: 1.9139 2021-01-22 19:35:28,365 - mmaction - INFO - Epoch [96][1860/2147] lr: 1.394e-01, eta: 6 days, 15:10:45, time: 1.444, data_time: 0.008, memory: 16628, top1_acc: 0.3429, top5_acc: 0.5942, loss_cls: 3.0335, loss: 3.0335, grad_norm: 1.8382 2021-01-22 19:35:57,501 - mmaction - INFO - Epoch [96][1880/2147] lr: 1.394e-01, eta: 6 days, 15:10:04, time: 1.456, data_time: 0.004, memory: 16628, top1_acc: 0.3531, top5_acc: 0.5960, loss_cls: 2.9611, loss: 2.9611, grad_norm: 1.8469 2021-01-22 19:36:26,517 - mmaction - INFO - Epoch [96][1900/2147] lr: 1.394e-01, eta: 6 days, 15:09:24, time: 1.454, data_time: 0.005, memory: 16628, top1_acc: 0.3616, top5_acc: 0.6121, loss_cls: 2.8993, loss: 2.8993, grad_norm: 1.8763 2021-01-22 19:36:56,914 - mmaction - INFO - Epoch [96][1920/2147] lr: 1.394e-01, eta: 6 days, 15:08:46, time: 1.520, data_time: 0.003, memory: 16628, top1_acc: 0.3612, top5_acc: 0.6013, loss_cls: 2.9197, loss: 2.9197, grad_norm: 1.8278 2021-01-22 19:37:30,342 - mmaction - INFO - Epoch [96][1940/2147] lr: 1.394e-01, eta: 6 days, 15:08:12, time: 1.670, data_time: 0.001, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5946, loss_cls: 3.0148, loss: 3.0148, grad_norm: 1.8780 2021-01-22 19:38:03,211 - mmaction - INFO - Epoch [96][1960/2147] lr: 1.394e-01, eta: 6 days, 15:07:38, time: 1.642, data_time: 0.004, memory: 16628, top1_acc: 0.3411, top5_acc: 0.6000, loss_cls: 3.0040, loss: 3.0040, grad_norm: 1.9021 2021-01-22 19:38:34,171 - mmaction - INFO - Epoch [96][1980/2147] lr: 1.394e-01, eta: 6 days, 15:07:01, time: 1.548, data_time: 0.019, memory: 16628, top1_acc: 0.3612, top5_acc: 0.6116, loss_cls: 2.9415, loss: 2.9415, grad_norm: 1.8517 2021-01-22 19:39:03,197 - mmaction - INFO - Epoch [96][2000/2147] lr: 1.394e-01, eta: 6 days, 15:06:20, time: 1.453, data_time: 0.004, memory: 16628, top1_acc: 0.3607, top5_acc: 0.6121, loss_cls: 2.9562, loss: 2.9562, grad_norm: 1.8939 2021-01-22 19:39:32,686 - mmaction - INFO - Epoch [96][2020/2147] lr: 1.394e-01, eta: 6 days, 15:05:41, time: 1.473, data_time: 0.005, memory: 16628, top1_acc: 0.3670, top5_acc: 0.6134, loss_cls: 2.9282, loss: 2.9282, grad_norm: 1.8663 2021-01-22 19:40:04,043 - mmaction - INFO - Epoch [96][2040/2147] lr: 1.394e-01, eta: 6 days, 15:05:04, time: 1.566, data_time: 0.004, memory: 16628, top1_acc: 0.3513, top5_acc: 0.5929, loss_cls: 3.0091, loss: 3.0091, grad_norm: 1.8384 2021-01-22 19:40:33,154 - mmaction - INFO - Epoch [96][2060/2147] lr: 1.394e-01, eta: 6 days, 15:04:24, time: 1.458, data_time: 0.007, memory: 16628, top1_acc: 0.3518, top5_acc: 0.6134, loss_cls: 2.9493, loss: 2.9493, grad_norm: 1.8839 2021-01-22 19:41:04,451 - mmaction - INFO - Epoch [96][2080/2147] lr: 1.394e-01, eta: 6 days, 15:03:47, time: 1.563, data_time: 0.004, memory: 16628, top1_acc: 0.3357, top5_acc: 0.6062, loss_cls: 2.9781, loss: 2.9781, grad_norm: 1.9033 2021-01-22 19:41:36,467 - mmaction - INFO - Epoch [96][2100/2147] lr: 1.394e-01, eta: 6 days, 15:03:11, time: 1.602, data_time: 0.078, memory: 16628, top1_acc: 0.3522, top5_acc: 0.5996, loss_cls: 2.9928, loss: 2.9928, grad_norm: 1.8449 2021-01-22 19:42:05,186 - mmaction - INFO - Epoch [96][2120/2147] lr: 1.394e-01, eta: 6 days, 15:02:30, time: 1.433, data_time: 0.003, memory: 16628, top1_acc: 0.3513, top5_acc: 0.6094, loss_cls: 2.9137, loss: 2.9137, grad_norm: 1.8266 2021-01-22 19:42:36,081 - mmaction - INFO - Epoch [96][2140/2147] lr: 1.394e-01, eta: 6 days, 15:01:53, time: 1.548, data_time: 0.010, memory: 16628, top1_acc: 0.3406, top5_acc: 0.5884, loss_cls: 3.0117, loss: 3.0117, grad_norm: 1.9436 2021-01-22 19:43:01,801 - mmaction - INFO - Saving checkpoint at 96 epochs 2021-01-22 19:48:02,139 - mmaction - INFO - Epoch [97][20/2147] lr: 1.383e-01, eta: 6 days, 15:08:11, time: 14.928, data_time: 13.245, memory: 16628, top1_acc: 0.3629, top5_acc: 0.6152, loss_cls: 2.9004, loss: 2.9004, grad_norm: 1.8784 2021-01-22 19:48:33,229 - mmaction - INFO - Epoch [97][40/2147] lr: 1.383e-01, eta: 6 days, 15:07:33, time: 1.556, data_time: 0.012, memory: 16628, top1_acc: 0.3353, top5_acc: 0.6161, loss_cls: 2.9049, loss: 2.9049, grad_norm: 1.8761 2021-01-22 19:49:04,137 - mmaction - INFO - Epoch [97][60/2147] lr: 1.383e-01, eta: 6 days, 15:06:56, time: 1.547, data_time: 0.008, memory: 16628, top1_acc: 0.3687, top5_acc: 0.6272, loss_cls: 2.8485, loss: 2.8485, grad_norm: 1.9311 2021-01-22 19:49:37,530 - mmaction - INFO - Epoch [97][80/2147] lr: 1.383e-01, eta: 6 days, 15:06:23, time: 1.665, data_time: 0.003, memory: 16628, top1_acc: 0.3379, top5_acc: 0.5902, loss_cls: 2.9959, loss: 2.9959, grad_norm: 1.9105 2021-01-22 19:50:08,390 - mmaction - INFO - Epoch [97][100/2147] lr: 1.383e-01, eta: 6 days, 15:05:45, time: 1.543, data_time: 0.008, memory: 16628, top1_acc: 0.3415, top5_acc: 0.5951, loss_cls: 3.0002, loss: 3.0002, grad_norm: 1.8820 2021-01-22 19:50:38,772 - mmaction - INFO - Epoch [97][120/2147] lr: 1.383e-01, eta: 6 days, 15:05:07, time: 1.523, data_time: 0.006, memory: 16628, top1_acc: 0.3531, top5_acc: 0.6062, loss_cls: 2.9432, loss: 2.9432, grad_norm: 1.8943 2021-01-22 19:51:07,616 - mmaction - INFO - Epoch [97][140/2147] lr: 1.383e-01, eta: 6 days, 15:04:26, time: 1.439, data_time: 0.004, memory: 16628, top1_acc: 0.3518, top5_acc: 0.6089, loss_cls: 2.9220, loss: 2.9220, grad_norm: 1.8513 2021-01-22 19:51:50,750 - mmaction - INFO - Epoch [97][160/2147] lr: 1.383e-01, eta: 6 days, 15:04:09, time: 2.157, data_time: 0.010, memory: 16628, top1_acc: 0.3562, top5_acc: 0.6147, loss_cls: 2.9014, loss: 2.9014, grad_norm: 1.8702 2021-01-22 19:52:22,018 - mmaction - INFO - Epoch [97][180/2147] lr: 1.383e-01, eta: 6 days, 15:03:32, time: 1.564, data_time: 0.009, memory: 16628, top1_acc: 0.3442, top5_acc: 0.5897, loss_cls: 3.0197, loss: 3.0197, grad_norm: 1.8261 2021-01-22 19:52:50,766 - mmaction - INFO - Epoch [97][200/2147] lr: 1.383e-01, eta: 6 days, 15:02:51, time: 1.437, data_time: 0.005, memory: 16628, top1_acc: 0.3424, top5_acc: 0.6031, loss_cls: 2.9426, loss: 2.9426, grad_norm: 1.8103 2021-01-22 19:53:22,654 - mmaction - INFO - Epoch [97][220/2147] lr: 1.383e-01, eta: 6 days, 15:02:15, time: 1.596, data_time: 0.005, memory: 16628, top1_acc: 0.3625, top5_acc: 0.5906, loss_cls: 2.9689, loss: 2.9689, grad_norm: 1.8587 2021-01-22 19:53:51,983 - mmaction - INFO - Epoch [97][240/2147] lr: 1.383e-01, eta: 6 days, 15:01:35, time: 1.461, data_time: 0.003, memory: 16628, top1_acc: 0.3567, top5_acc: 0.6147, loss_cls: 2.9291, loss: 2.9291, grad_norm: 1.8420 2021-01-22 19:54:20,784 - mmaction - INFO - Epoch [97][260/2147] lr: 1.383e-01, eta: 6 days, 15:00:54, time: 1.443, data_time: 0.006, memory: 16628, top1_acc: 0.3478, top5_acc: 0.6085, loss_cls: 2.9275, loss: 2.9275, grad_norm: 1.8379 2021-01-22 19:54:50,366 - mmaction - INFO - Epoch [97][280/2147] lr: 1.383e-01, eta: 6 days, 15:00:14, time: 1.469, data_time: 0.007, memory: 16628, top1_acc: 0.3509, top5_acc: 0.6058, loss_cls: 2.9372, loss: 2.9372, grad_norm: 1.8650 2021-01-22 19:55:20,372 - mmaction - INFO - Epoch [97][300/2147] lr: 1.383e-01, eta: 6 days, 14:59:36, time: 1.512, data_time: 0.017, memory: 16628, top1_acc: 0.3683, top5_acc: 0.6250, loss_cls: 2.8859, loss: 2.8859, grad_norm: 1.8509 2021-01-22 19:55:50,404 - mmaction - INFO - Epoch [97][320/2147] lr: 1.383e-01, eta: 6 days, 14:58:57, time: 1.494, data_time: 0.003, memory: 16628, top1_acc: 0.3478, top5_acc: 0.6031, loss_cls: 2.9512, loss: 2.9512, grad_norm: 1.8597 2021-01-22 19:56:22,202 - mmaction - INFO - Epoch [97][340/2147] lr: 1.383e-01, eta: 6 days, 14:58:21, time: 1.598, data_time: 0.013, memory: 16628, top1_acc: 0.3629, top5_acc: 0.6040, loss_cls: 2.9296, loss: 2.9296, grad_norm: 1.8444 2021-01-22 19:56:52,524 - mmaction - INFO - Epoch [97][360/2147] lr: 1.383e-01, eta: 6 days, 14:57:43, time: 1.515, data_time: 0.005, memory: 16628, top1_acc: 0.3562, top5_acc: 0.6125, loss_cls: 2.9136, loss: 2.9136, grad_norm: 1.8836 2021-01-22 19:57:23,532 - mmaction - INFO - Epoch [97][380/2147] lr: 1.383e-01, eta: 6 days, 14:57:05, time: 1.551, data_time: 0.003, memory: 16628, top1_acc: 0.3603, top5_acc: 0.6089, loss_cls: 2.9249, loss: 2.9249, grad_norm: 1.8638 2021-01-22 19:57:56,867 - mmaction - INFO - Epoch [97][400/2147] lr: 1.383e-01, eta: 6 days, 14:56:32, time: 1.665, data_time: 0.007, memory: 16628, top1_acc: 0.3612, top5_acc: 0.6116, loss_cls: 2.9200, loss: 2.9200, grad_norm: 1.8979 2021-01-22 19:58:26,594 - mmaction - INFO - Epoch [97][420/2147] lr: 1.383e-01, eta: 6 days, 14:55:53, time: 1.485, data_time: 0.004, memory: 16628, top1_acc: 0.3576, top5_acc: 0.6134, loss_cls: 2.9357, loss: 2.9357, grad_norm: 1.8647 2021-01-22 19:58:57,113 - mmaction - INFO - Epoch [97][440/2147] lr: 1.383e-01, eta: 6 days, 14:55:14, time: 1.524, data_time: 0.006, memory: 16628, top1_acc: 0.3415, top5_acc: 0.6076, loss_cls: 2.9630, loss: 2.9630, grad_norm: 1.8886 2021-01-22 19:59:27,255 - mmaction - INFO - Epoch [97][460/2147] lr: 1.383e-01, eta: 6 days, 14:54:36, time: 1.512, data_time: 0.007, memory: 16628, top1_acc: 0.3589, top5_acc: 0.6138, loss_cls: 2.8838, loss: 2.8838, grad_norm: 1.8734 2021-01-22 19:59:56,306 - mmaction - INFO - Epoch [97][480/2147] lr: 1.383e-01, eta: 6 days, 14:53:55, time: 1.453, data_time: 0.005, memory: 16628, top1_acc: 0.3598, top5_acc: 0.6071, loss_cls: 2.9575, loss: 2.9575, grad_norm: 1.8820 2021-01-22 20:00:25,894 - mmaction - INFO - Epoch [97][500/2147] lr: 1.383e-01, eta: 6 days, 14:53:16, time: 1.477, data_time: 0.002, memory: 16628, top1_acc: 0.3741, top5_acc: 0.6424, loss_cls: 2.8445, loss: 2.8445, grad_norm: 1.8677 2021-01-22 20:00:56,353 - mmaction - INFO - Epoch [97][520/2147] lr: 1.383e-01, eta: 6 days, 14:52:38, time: 1.522, data_time: 0.008, memory: 16628, top1_acc: 0.3759, top5_acc: 0.6219, loss_cls: 2.8584, loss: 2.8584, grad_norm: 1.8899 2021-01-22 20:01:25,717 - mmaction - INFO - Epoch [97][540/2147] lr: 1.383e-01, eta: 6 days, 14:51:57, time: 1.450, data_time: 0.004, memory: 16628, top1_acc: 0.3536, top5_acc: 0.5933, loss_cls: 2.9716, loss: 2.9716, grad_norm: 1.9564 2021-01-22 20:02:01,576 - mmaction - INFO - Epoch [97][560/2147] lr: 1.383e-01, eta: 6 days, 14:51:28, time: 1.812, data_time: 0.024, memory: 16628, top1_acc: 0.3549, top5_acc: 0.6018, loss_cls: 2.9844, loss: 2.9844, grad_norm: 1.9010 2021-01-22 20:02:31,413 - mmaction - INFO - Epoch [97][580/2147] lr: 1.383e-01, eta: 6 days, 14:50:49, time: 1.491, data_time: 0.004, memory: 16628, top1_acc: 0.3567, top5_acc: 0.6152, loss_cls: 2.8696, loss: 2.8696, grad_norm: 1.8748 2021-01-22 20:03:01,566 - mmaction - INFO - Epoch [97][600/2147] lr: 1.383e-01, eta: 6 days, 14:50:11, time: 1.509, data_time: 0.008, memory: 16628, top1_acc: 0.3549, top5_acc: 0.6036, loss_cls: 2.9501, loss: 2.9501, grad_norm: 1.8987 2021-01-22 20:03:33,667 - mmaction - INFO - Epoch [97][620/2147] lr: 1.383e-01, eta: 6 days, 14:49:35, time: 1.604, data_time: 0.003, memory: 16628, top1_acc: 0.3348, top5_acc: 0.6018, loss_cls: 3.0106, loss: 3.0106, grad_norm: 1.9335 2021-01-22 20:04:04,570 - mmaction - INFO - Epoch [97][640/2147] lr: 1.383e-01, eta: 6 days, 14:48:58, time: 1.545, data_time: 0.008, memory: 16628, top1_acc: 0.3259, top5_acc: 0.5799, loss_cls: 3.0554, loss: 3.0554, grad_norm: 1.8861 2021-01-22 20:04:35,920 - mmaction - INFO - Epoch [97][660/2147] lr: 1.383e-01, eta: 6 days, 14:48:21, time: 1.564, data_time: 0.009, memory: 16628, top1_acc: 0.3393, top5_acc: 0.5946, loss_cls: 3.0352, loss: 3.0352, grad_norm: 1.8505 2021-01-22 20:05:06,238 - mmaction - INFO - Epoch [97][680/2147] lr: 1.383e-01, eta: 6 days, 14:47:43, time: 1.519, data_time: 0.008, memory: 16628, top1_acc: 0.3379, top5_acc: 0.5924, loss_cls: 2.9809, loss: 2.9809, grad_norm: 1.8585 2021-01-22 20:05:36,944 - mmaction - INFO - Epoch [97][700/2147] lr: 1.383e-01, eta: 6 days, 14:47:05, time: 1.537, data_time: 0.007, memory: 16628, top1_acc: 0.3647, top5_acc: 0.6156, loss_cls: 2.8536, loss: 2.8536, grad_norm: 1.8577 2021-01-22 20:06:05,868 - mmaction - INFO - Epoch [97][720/2147] lr: 1.383e-01, eta: 6 days, 14:46:24, time: 1.446, data_time: 0.006, memory: 16628, top1_acc: 0.3576, top5_acc: 0.6027, loss_cls: 2.9688, loss: 2.9688, grad_norm: 1.8888 2021-01-22 20:06:36,175 - mmaction - INFO - Epoch [97][740/2147] lr: 1.383e-01, eta: 6 days, 14:45:46, time: 1.516, data_time: 0.003, memory: 16628, top1_acc: 0.3393, top5_acc: 0.6058, loss_cls: 3.0165, loss: 3.0165, grad_norm: 1.9278 2021-01-22 20:07:10,024 - mmaction - INFO - Epoch [97][760/2147] lr: 1.383e-01, eta: 6 days, 14:45:13, time: 1.684, data_time: 0.003, memory: 16628, top1_acc: 0.3522, top5_acc: 0.6121, loss_cls: 2.9219, loss: 2.9219, grad_norm: 1.8526 2021-01-22 20:07:39,209 - mmaction - INFO - Epoch [97][780/2147] lr: 1.383e-01, eta: 6 days, 14:44:33, time: 1.467, data_time: 0.017, memory: 16628, top1_acc: 0.3460, top5_acc: 0.6125, loss_cls: 2.8875, loss: 2.8875, grad_norm: 1.8852 2021-01-22 20:08:08,548 - mmaction - INFO - Epoch [97][800/2147] lr: 1.383e-01, eta: 6 days, 14:43:53, time: 1.458, data_time: 0.009, memory: 16628, top1_acc: 0.3580, top5_acc: 0.6094, loss_cls: 2.9272, loss: 2.9272, grad_norm: 1.8640 2021-01-22 20:08:37,682 - mmaction - INFO - Epoch [97][820/2147] lr: 1.383e-01, eta: 6 days, 14:43:13, time: 1.464, data_time: 0.015, memory: 16628, top1_acc: 0.3839, top5_acc: 0.6290, loss_cls: 2.8249, loss: 2.8249, grad_norm: 1.8353 2021-01-22 20:09:07,567 - mmaction - INFO - Epoch [97][840/2147] lr: 1.383e-01, eta: 6 days, 14:42:34, time: 1.494, data_time: 0.006, memory: 16628, top1_acc: 0.3621, top5_acc: 0.6250, loss_cls: 2.9128, loss: 2.9128, grad_norm: 1.8903 2021-01-22 20:09:36,509 - mmaction - INFO - Epoch [97][860/2147] lr: 1.383e-01, eta: 6 days, 14:41:53, time: 1.450, data_time: 0.010, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5835, loss_cls: 3.0202, loss: 3.0202, grad_norm: 1.8994 2021-01-22 20:10:05,318 - mmaction - INFO - Epoch [97][880/2147] lr: 1.383e-01, eta: 6 days, 14:41:12, time: 1.436, data_time: 0.004, memory: 16628, top1_acc: 0.3446, top5_acc: 0.6036, loss_cls: 2.9438, loss: 2.9438, grad_norm: 1.8466 2021-01-22 20:10:34,463 - mmaction - INFO - Epoch [97][900/2147] lr: 1.383e-01, eta: 6 days, 14:40:32, time: 1.458, data_time: 0.005, memory: 16628, top1_acc: 0.3634, top5_acc: 0.6170, loss_cls: 2.8955, loss: 2.8955, grad_norm: 1.8208 2021-01-22 20:11:04,139 - mmaction - INFO - Epoch [97][920/2147] lr: 1.383e-01, eta: 6 days, 14:39:53, time: 1.485, data_time: 0.005, memory: 16628, top1_acc: 0.3621, top5_acc: 0.6187, loss_cls: 2.8808, loss: 2.8808, grad_norm: 1.9137 2021-01-22 20:11:34,745 - mmaction - INFO - Epoch [97][940/2147] lr: 1.383e-01, eta: 6 days, 14:39:15, time: 1.528, data_time: 0.004, memory: 16628, top1_acc: 0.3513, top5_acc: 0.6036, loss_cls: 2.9892, loss: 2.9892, grad_norm: 1.8524 2021-01-22 20:12:06,692 - mmaction - INFO - Epoch [97][960/2147] lr: 1.383e-01, eta: 6 days, 14:38:39, time: 1.599, data_time: 0.011, memory: 16628, top1_acc: 0.3491, top5_acc: 0.6049, loss_cls: 2.9365, loss: 2.9365, grad_norm: 1.8449 2021-01-22 20:12:39,709 - mmaction - INFO - Epoch [97][980/2147] lr: 1.383e-01, eta: 6 days, 14:38:05, time: 1.650, data_time: 0.003, memory: 16628, top1_acc: 0.3674, top5_acc: 0.6228, loss_cls: 2.8977, loss: 2.8977, grad_norm: 1.8680 2021-01-22 20:13:11,061 - mmaction - INFO - Epoch [97][1000/2147] lr: 1.383e-01, eta: 6 days, 14:37:28, time: 1.566, data_time: 0.005, memory: 16628, top1_acc: 0.3509, top5_acc: 0.5996, loss_cls: 3.0013, loss: 3.0013, grad_norm: 1.8925 2021-01-22 20:13:43,297 - mmaction - INFO - Epoch [97][1020/2147] lr: 1.383e-01, eta: 6 days, 14:36:53, time: 1.615, data_time: 0.008, memory: 16628, top1_acc: 0.3429, top5_acc: 0.5960, loss_cls: 2.9928, loss: 2.9928, grad_norm: 1.9104 2021-01-22 20:14:12,042 - mmaction - INFO - Epoch [97][1040/2147] lr: 1.383e-01, eta: 6 days, 14:36:12, time: 1.438, data_time: 0.005, memory: 16628, top1_acc: 0.3527, top5_acc: 0.6080, loss_cls: 2.9401, loss: 2.9401, grad_norm: 1.8815 2021-01-22 20:14:49,436 - mmaction - INFO - Epoch [97][1060/2147] lr: 1.383e-01, eta: 6 days, 14:35:46, time: 1.868, data_time: 0.003, memory: 16628, top1_acc: 0.3522, top5_acc: 0.6049, loss_cls: 2.9899, loss: 2.9899, grad_norm: 1.9428 2021-01-22 20:15:21,001 - mmaction - INFO - Epoch [97][1080/2147] lr: 1.383e-01, eta: 6 days, 14:35:09, time: 1.577, data_time: 0.007, memory: 16628, top1_acc: 0.3424, top5_acc: 0.5924, loss_cls: 3.0013, loss: 3.0013, grad_norm: 1.8513 2021-01-22 20:15:50,422 - mmaction - INFO - Epoch [97][1100/2147] lr: 1.383e-01, eta: 6 days, 14:34:30, time: 1.474, data_time: 0.005, memory: 16628, top1_acc: 0.3415, top5_acc: 0.5951, loss_cls: 2.9745, loss: 2.9745, grad_norm: 1.8873 2021-01-22 20:16:20,210 - mmaction - INFO - Epoch [97][1120/2147] lr: 1.383e-01, eta: 6 days, 14:33:51, time: 1.490, data_time: 0.008, memory: 16628, top1_acc: 0.3473, top5_acc: 0.6125, loss_cls: 2.9430, loss: 2.9430, grad_norm: 1.9354 2021-01-22 20:16:59,445 - mmaction - INFO - Epoch [97][1140/2147] lr: 1.383e-01, eta: 6 days, 14:33:27, time: 1.960, data_time: 0.007, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5848, loss_cls: 3.0353, loss: 3.0353, grad_norm: 1.8876 2021-01-22 20:17:28,185 - mmaction - INFO - Epoch [97][1160/2147] lr: 1.383e-01, eta: 6 days, 14:32:46, time: 1.437, data_time: 0.008, memory: 16628, top1_acc: 0.3710, top5_acc: 0.6174, loss_cls: 2.8570, loss: 2.8570, grad_norm: 1.8106 2021-01-22 20:17:57,729 - mmaction - INFO - Epoch [97][1180/2147] lr: 1.383e-01, eta: 6 days, 14:32:06, time: 1.476, data_time: 0.007, memory: 16628, top1_acc: 0.3536, top5_acc: 0.6000, loss_cls: 2.9851, loss: 2.9851, grad_norm: 1.8518 2021-01-22 20:18:26,595 - mmaction - INFO - Epoch [97][1200/2147] lr: 1.383e-01, eta: 6 days, 14:31:26, time: 1.446, data_time: 0.009, memory: 16628, top1_acc: 0.3549, top5_acc: 0.6196, loss_cls: 2.9027, loss: 2.9027, grad_norm: 1.8622 2021-01-22 20:18:56,038 - mmaction - INFO - Epoch [97][1220/2147] lr: 1.383e-01, eta: 6 days, 14:30:46, time: 1.473, data_time: 0.005, memory: 16628, top1_acc: 0.3629, top5_acc: 0.6076, loss_cls: 2.9772, loss: 2.9772, grad_norm: 1.9186 2021-01-22 20:19:26,609 - mmaction - INFO - Epoch [97][1240/2147] lr: 1.383e-01, eta: 6 days, 14:30:08, time: 1.526, data_time: 0.002, memory: 16628, top1_acc: 0.3558, top5_acc: 0.6147, loss_cls: 2.9084, loss: 2.9084, grad_norm: 1.8541 2021-01-22 20:19:55,450 - mmaction - INFO - Epoch [97][1260/2147] lr: 1.383e-01, eta: 6 days, 14:29:27, time: 1.440, data_time: 0.003, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5987, loss_cls: 3.0125, loss: 3.0125, grad_norm: 1.8585 2021-01-22 20:20:26,988 - mmaction - INFO - Epoch [97][1280/2147] lr: 1.383e-01, eta: 6 days, 14:28:51, time: 1.581, data_time: 0.008, memory: 16628, top1_acc: 0.3589, top5_acc: 0.6000, loss_cls: 2.9656, loss: 2.9656, grad_norm: 1.8771 2021-01-22 20:20:57,827 - mmaction - INFO - Epoch [97][1300/2147] lr: 1.383e-01, eta: 6 days, 14:28:13, time: 1.532, data_time: 0.005, memory: 16628, top1_acc: 0.3487, top5_acc: 0.6040, loss_cls: 2.9986, loss: 2.9986, grad_norm: 1.8644 2021-01-22 20:21:26,742 - mmaction - INFO - Epoch [97][1320/2147] lr: 1.383e-01, eta: 6 days, 14:27:33, time: 1.457, data_time: 0.016, memory: 16628, top1_acc: 0.3482, top5_acc: 0.6062, loss_cls: 2.9679, loss: 2.9679, grad_norm: 1.8473 2021-01-22 20:21:59,991 - mmaction - INFO - Epoch [97][1340/2147] lr: 1.383e-01, eta: 6 days, 14:26:59, time: 1.662, data_time: 0.003, memory: 16628, top1_acc: 0.3513, top5_acc: 0.5955, loss_cls: 3.0161, loss: 3.0161, grad_norm: 1.8314 2021-01-22 20:22:30,467 - mmaction - INFO - Epoch [97][1360/2147] lr: 1.383e-01, eta: 6 days, 14:26:21, time: 1.513, data_time: 0.009, memory: 16628, top1_acc: 0.3536, top5_acc: 0.5978, loss_cls: 3.0357, loss: 3.0357, grad_norm: 1.8704 2021-01-22 20:22:59,475 - mmaction - INFO - Epoch [97][1380/2147] lr: 1.383e-01, eta: 6 days, 14:25:41, time: 1.458, data_time: 0.013, memory: 16628, top1_acc: 0.3554, top5_acc: 0.6179, loss_cls: 2.8998, loss: 2.8998, grad_norm: 1.8923 2021-01-22 20:23:28,474 - mmaction - INFO - Epoch [97][1400/2147] lr: 1.383e-01, eta: 6 days, 14:25:00, time: 1.451, data_time: 0.006, memory: 16628, top1_acc: 0.3522, top5_acc: 0.6058, loss_cls: 2.9539, loss: 2.9539, grad_norm: 1.8365 2021-01-22 20:23:57,474 - mmaction - INFO - Epoch [97][1420/2147] lr: 1.383e-01, eta: 6 days, 14:24:20, time: 1.452, data_time: 0.003, memory: 16628, top1_acc: 0.3469, top5_acc: 0.6040, loss_cls: 2.9478, loss: 2.9478, grad_norm: 1.8689 2021-01-22 20:24:29,332 - mmaction - INFO - Epoch [97][1440/2147] lr: 1.383e-01, eta: 6 days, 14:23:44, time: 1.593, data_time: 0.004, memory: 16628, top1_acc: 0.3357, top5_acc: 0.5848, loss_cls: 3.0456, loss: 3.0456, grad_norm: 1.8930 2021-01-22 20:24:58,925 - mmaction - INFO - Epoch [97][1460/2147] lr: 1.383e-01, eta: 6 days, 14:23:04, time: 1.476, data_time: 0.008, memory: 16628, top1_acc: 0.3536, top5_acc: 0.6094, loss_cls: 2.9101, loss: 2.9101, grad_norm: 1.8516 2021-01-22 20:25:30,347 - mmaction - INFO - Epoch [97][1480/2147] lr: 1.383e-01, eta: 6 days, 14:22:28, time: 1.575, data_time: 0.007, memory: 16628, top1_acc: 0.3558, top5_acc: 0.6112, loss_cls: 2.9648, loss: 2.9648, grad_norm: 1.9142 2021-01-22 20:25:59,665 - mmaction - INFO - Epoch [97][1500/2147] lr: 1.383e-01, eta: 6 days, 14:21:48, time: 1.462, data_time: 0.004, memory: 16628, top1_acc: 0.3504, top5_acc: 0.6223, loss_cls: 2.9035, loss: 2.9035, grad_norm: 1.8797 2021-01-22 20:26:29,250 - mmaction - INFO - Epoch [97][1520/2147] lr: 1.383e-01, eta: 6 days, 14:21:08, time: 1.482, data_time: 0.010, memory: 16628, top1_acc: 0.3554, top5_acc: 0.6143, loss_cls: 2.9366, loss: 2.9366, grad_norm: 1.9073 2021-01-22 20:27:06,929 - mmaction - INFO - Epoch [97][1540/2147] lr: 1.383e-01, eta: 6 days, 14:20:42, time: 1.882, data_time: 0.004, memory: 16628, top1_acc: 0.3545, top5_acc: 0.6045, loss_cls: 2.9400, loss: 2.9400, grad_norm: 1.8719 2021-01-22 20:27:36,580 - mmaction - INFO - Epoch [97][1560/2147] lr: 1.383e-01, eta: 6 days, 14:20:03, time: 1.484, data_time: 0.008, memory: 16628, top1_acc: 0.3531, top5_acc: 0.6112, loss_cls: 2.9484, loss: 2.9484, grad_norm: 1.8777 2021-01-22 20:28:06,167 - mmaction - INFO - Epoch [97][1580/2147] lr: 1.383e-01, eta: 6 days, 14:19:23, time: 1.479, data_time: 0.008, memory: 16628, top1_acc: 0.3500, top5_acc: 0.6089, loss_cls: 2.9592, loss: 2.9592, grad_norm: 1.8950 2021-01-22 20:28:36,665 - mmaction - INFO - Epoch [97][1600/2147] lr: 1.383e-01, eta: 6 days, 14:18:45, time: 1.525, data_time: 0.009, memory: 16628, top1_acc: 0.3598, top5_acc: 0.6000, loss_cls: 2.9510, loss: 2.9510, grad_norm: 1.8670 2021-01-22 20:29:05,521 - mmaction - INFO - Epoch [97][1620/2147] lr: 1.383e-01, eta: 6 days, 14:18:05, time: 1.445, data_time: 0.008, memory: 16628, top1_acc: 0.3482, top5_acc: 0.6089, loss_cls: 2.9598, loss: 2.9598, grad_norm: 1.8499 2021-01-22 20:29:37,379 - mmaction - INFO - Epoch [97][1640/2147] lr: 1.383e-01, eta: 6 days, 14:17:29, time: 1.592, data_time: 0.008, memory: 16628, top1_acc: 0.3509, top5_acc: 0.6174, loss_cls: 2.9285, loss: 2.9285, grad_norm: 1.8938 2021-01-22 20:30:09,026 - mmaction - INFO - Epoch [97][1660/2147] lr: 1.383e-01, eta: 6 days, 14:16:53, time: 1.582, data_time: 0.010, memory: 16628, top1_acc: 0.3491, top5_acc: 0.6018, loss_cls: 2.9629, loss: 2.9629, grad_norm: 1.9034 2021-01-22 20:30:40,088 - mmaction - INFO - Epoch [97][1680/2147] lr: 1.383e-01, eta: 6 days, 14:16:15, time: 1.548, data_time: 0.006, memory: 16628, top1_acc: 0.3589, top5_acc: 0.6103, loss_cls: 2.8796, loss: 2.8796, grad_norm: 1.8864 2021-01-22 20:31:10,909 - mmaction - INFO - Epoch [97][1700/2147] lr: 1.383e-01, eta: 6 days, 14:15:38, time: 1.547, data_time: 0.009, memory: 16628, top1_acc: 0.3594, top5_acc: 0.6089, loss_cls: 2.9524, loss: 2.9524, grad_norm: 1.8914 2021-01-22 20:31:41,375 - mmaction - INFO - Epoch [97][1720/2147] lr: 1.383e-01, eta: 6 days, 14:14:58, time: 1.470, data_time: 0.003, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5897, loss_cls: 3.0585, loss: 3.0585, grad_norm: 1.9154 2021-01-22 20:32:13,757 - mmaction - INFO - Epoch [97][1740/2147] lr: 1.383e-01, eta: 6 days, 14:14:25, time: 1.671, data_time: 0.151, memory: 16628, top1_acc: 0.3652, top5_acc: 0.6161, loss_cls: 2.9019, loss: 2.9019, grad_norm: 1.8512 2021-01-22 20:32:44,280 - mmaction - INFO - Epoch [97][1760/2147] lr: 1.383e-01, eta: 6 days, 14:13:47, time: 1.526, data_time: 0.016, memory: 16628, top1_acc: 0.3295, top5_acc: 0.6022, loss_cls: 2.9423, loss: 2.9423, grad_norm: 1.8888 2021-01-22 20:33:16,394 - mmaction - INFO - Epoch [97][1780/2147] lr: 1.383e-01, eta: 6 days, 14:13:12, time: 1.605, data_time: 0.004, memory: 16628, top1_acc: 0.3580, top5_acc: 0.6156, loss_cls: 2.8797, loss: 2.8797, grad_norm: 1.8396 2021-01-22 20:33:45,507 - mmaction - INFO - Epoch [97][1800/2147] lr: 1.383e-01, eta: 6 days, 14:12:32, time: 1.456, data_time: 0.006, memory: 16628, top1_acc: 0.3496, top5_acc: 0.5955, loss_cls: 3.0079, loss: 3.0079, grad_norm: 1.8712 2021-01-22 20:34:14,297 - mmaction - INFO - Epoch [97][1820/2147] lr: 1.383e-01, eta: 6 days, 14:11:51, time: 1.442, data_time: 0.006, memory: 16628, top1_acc: 0.3540, top5_acc: 0.6022, loss_cls: 2.9325, loss: 2.9325, grad_norm: 1.8617 2021-01-22 20:34:44,832 - mmaction - INFO - Epoch [97][1840/2147] lr: 1.383e-01, eta: 6 days, 14:11:13, time: 1.521, data_time: 0.004, memory: 16628, top1_acc: 0.3281, top5_acc: 0.5826, loss_cls: 3.0772, loss: 3.0772, grad_norm: 1.8989 2021-01-22 20:35:13,532 - mmaction - INFO - Epoch [97][1860/2147] lr: 1.383e-01, eta: 6 days, 14:10:32, time: 1.440, data_time: 0.015, memory: 16628, top1_acc: 0.3491, top5_acc: 0.5982, loss_cls: 2.9792, loss: 2.9792, grad_norm: 1.8159 2021-01-22 20:35:43,062 - mmaction - INFO - Epoch [97][1880/2147] lr: 1.383e-01, eta: 6 days, 14:09:52, time: 1.475, data_time: 0.007, memory: 16628, top1_acc: 0.3513, top5_acc: 0.6232, loss_cls: 2.9038, loss: 2.9038, grad_norm: 1.8669 2021-01-22 20:36:13,671 - mmaction - INFO - Epoch [97][1900/2147] lr: 1.383e-01, eta: 6 days, 14:09:15, time: 1.530, data_time: 0.003, memory: 16628, top1_acc: 0.3491, top5_acc: 0.6009, loss_cls: 2.9496, loss: 2.9496, grad_norm: 1.8882 2021-01-22 20:36:42,713 - mmaction - INFO - Epoch [97][1920/2147] lr: 1.383e-01, eta: 6 days, 14:08:34, time: 1.451, data_time: 0.008, memory: 16628, top1_acc: 0.3536, top5_acc: 0.6036, loss_cls: 2.9587, loss: 2.9587, grad_norm: 1.8516 2021-01-22 20:37:11,349 - mmaction - INFO - Epoch [97][1940/2147] lr: 1.383e-01, eta: 6 days, 14:07:53, time: 1.433, data_time: 0.005, memory: 16628, top1_acc: 0.3429, top5_acc: 0.6013, loss_cls: 2.9957, loss: 2.9957, grad_norm: 1.8878 2021-01-22 20:37:42,516 - mmaction - INFO - Epoch [97][1960/2147] lr: 1.383e-01, eta: 6 days, 14:07:16, time: 1.558, data_time: 0.005, memory: 16628, top1_acc: 0.3455, top5_acc: 0.6080, loss_cls: 2.9661, loss: 2.9661, grad_norm: 1.8822 2021-01-22 20:38:12,663 - mmaction - INFO - Epoch [97][1980/2147] lr: 1.383e-01, eta: 6 days, 14:06:38, time: 1.509, data_time: 0.009, memory: 16628, top1_acc: 0.3487, top5_acc: 0.6040, loss_cls: 2.9713, loss: 2.9713, grad_norm: 1.8340 2021-01-22 20:38:41,420 - mmaction - INFO - Epoch [97][2000/2147] lr: 1.383e-01, eta: 6 days, 14:05:57, time: 1.438, data_time: 0.004, memory: 16628, top1_acc: 0.3607, top5_acc: 0.5897, loss_cls: 2.9879, loss: 2.9879, grad_norm: 1.8035 2021-01-22 20:39:10,654 - mmaction - INFO - Epoch [97][2020/2147] lr: 1.383e-01, eta: 6 days, 14:05:17, time: 1.460, data_time: 0.002, memory: 16628, top1_acc: 0.3496, top5_acc: 0.6192, loss_cls: 2.9311, loss: 2.9311, grad_norm: 1.8721 2021-01-22 20:39:44,807 - mmaction - INFO - Epoch [97][2040/2147] lr: 1.383e-01, eta: 6 days, 14:04:45, time: 1.709, data_time: 0.003, memory: 16628, top1_acc: 0.3411, top5_acc: 0.5978, loss_cls: 3.0131, loss: 3.0131, grad_norm: 1.9201 2021-01-22 20:40:16,990 - mmaction - INFO - Epoch [97][2060/2147] lr: 1.383e-01, eta: 6 days, 14:04:09, time: 1.601, data_time: 0.001, memory: 16628, top1_acc: 0.3643, top5_acc: 0.6174, loss_cls: 2.9140, loss: 2.9140, grad_norm: 1.8644 2021-01-22 20:40:45,925 - mmaction - INFO - Epoch [97][2080/2147] lr: 1.383e-01, eta: 6 days, 14:03:29, time: 1.455, data_time: 0.011, memory: 16628, top1_acc: 0.3460, top5_acc: 0.5946, loss_cls: 3.0077, loss: 3.0077, grad_norm: 1.8695 2021-01-22 20:41:17,534 - mmaction - INFO - Epoch [97][2100/2147] lr: 1.383e-01, eta: 6 days, 14:02:53, time: 1.580, data_time: 0.002, memory: 16628, top1_acc: 0.3393, top5_acc: 0.5982, loss_cls: 3.0176, loss: 3.0176, grad_norm: 1.8542 2021-01-22 20:41:46,153 - mmaction - INFO - Epoch [97][2120/2147] lr: 1.383e-01, eta: 6 days, 14:02:12, time: 1.432, data_time: 0.003, memory: 16628, top1_acc: 0.3647, top5_acc: 0.6348, loss_cls: 2.8580, loss: 2.8580, grad_norm: 1.8750 2021-01-22 20:42:18,738 - mmaction - INFO - Epoch [97][2140/2147] lr: 1.383e-01, eta: 6 days, 14:01:37, time: 1.617, data_time: 0.001, memory: 16628, top1_acc: 0.3665, top5_acc: 0.6040, loss_cls: 2.9141, loss: 2.9141, grad_norm: 1.8662 2021-01-22 20:48:02,495 - mmaction - INFO - Epoch [98][20/2147] lr: 1.371e-01, eta: 6 days, 14:08:18, time: 15.872, data_time: 14.387, memory: 16628, top1_acc: 0.3576, top5_acc: 0.6196, loss_cls: 2.8661, loss: 2.8661, grad_norm: 1.8135 2021-01-22 20:48:33,631 - mmaction - INFO - Epoch [98][40/2147] lr: 1.371e-01, eta: 6 days, 14:07:42, time: 1.563, data_time: 0.011, memory: 16628, top1_acc: 0.3647, top5_acc: 0.6040, loss_cls: 2.9634, loss: 2.9634, grad_norm: 1.9047 2021-01-22 20:49:03,119 - mmaction - INFO - Epoch [98][60/2147] lr: 1.371e-01, eta: 6 days, 14:07:02, time: 1.473, data_time: 0.001, memory: 16628, top1_acc: 0.3299, top5_acc: 0.5888, loss_cls: 3.0358, loss: 3.0358, grad_norm: 1.8871 2021-01-22 20:49:33,877 - mmaction - INFO - Epoch [98][80/2147] lr: 1.371e-01, eta: 6 days, 14:06:24, time: 1.534, data_time: 0.004, memory: 16628, top1_acc: 0.3562, top5_acc: 0.6054, loss_cls: 2.9262, loss: 2.9262, grad_norm: 1.8294 2021-01-22 20:50:06,057 - mmaction - INFO - Epoch [98][100/2147] lr: 1.371e-01, eta: 6 days, 14:05:49, time: 1.607, data_time: 0.011, memory: 16628, top1_acc: 0.3594, top5_acc: 0.6402, loss_cls: 2.8619, loss: 2.8619, grad_norm: 1.8907 2021-01-22 20:50:37,956 - mmaction - INFO - Epoch [98][120/2147] lr: 1.371e-01, eta: 6 days, 14:05:13, time: 1.601, data_time: 0.010, memory: 16628, top1_acc: 0.3612, top5_acc: 0.6045, loss_cls: 2.9193, loss: 2.9193, grad_norm: 1.8720 2021-01-22 20:51:07,820 - mmaction - INFO - Epoch [98][140/2147] lr: 1.371e-01, eta: 6 days, 14:04:34, time: 1.490, data_time: 0.012, memory: 16628, top1_acc: 0.3585, top5_acc: 0.6214, loss_cls: 2.8586, loss: 2.8586, grad_norm: 1.9165 2021-01-22 20:51:39,274 - mmaction - INFO - Epoch [98][160/2147] lr: 1.371e-01, eta: 6 days, 14:03:57, time: 1.554, data_time: 0.012, memory: 16628, top1_acc: 0.3589, top5_acc: 0.6143, loss_cls: 2.9519, loss: 2.9519, grad_norm: 1.9037 2021-01-22 20:52:12,074 - mmaction - INFO - Epoch [98][180/2147] lr: 1.371e-01, eta: 6 days, 14:03:24, time: 1.664, data_time: 0.028, memory: 16628, top1_acc: 0.3509, top5_acc: 0.6125, loss_cls: 2.9175, loss: 2.9175, grad_norm: 1.9022 2021-01-22 20:52:41,070 - mmaction - INFO - Epoch [98][200/2147] lr: 1.371e-01, eta: 6 days, 14:02:43, time: 1.444, data_time: 0.003, memory: 16628, top1_acc: 0.3580, top5_acc: 0.6121, loss_cls: 2.9078, loss: 2.9078, grad_norm: 1.9055 2021-01-22 20:53:12,321 - mmaction - INFO - Epoch [98][220/2147] lr: 1.371e-01, eta: 6 days, 14:02:06, time: 1.568, data_time: 0.009, memory: 16628, top1_acc: 0.3594, top5_acc: 0.6009, loss_cls: 2.9763, loss: 2.9763, grad_norm: 1.9273 2021-01-22 20:53:43,708 - mmaction - INFO - Epoch [98][240/2147] lr: 1.371e-01, eta: 6 days, 14:01:30, time: 1.568, data_time: 0.003, memory: 16628, top1_acc: 0.3406, top5_acc: 0.5938, loss_cls: 3.0440, loss: 3.0440, grad_norm: 1.8944 2021-01-22 20:54:12,825 - mmaction - INFO - Epoch [98][260/2147] lr: 1.371e-01, eta: 6 days, 14:00:49, time: 1.456, data_time: 0.011, memory: 16628, top1_acc: 0.3683, top5_acc: 0.6187, loss_cls: 2.8888, loss: 2.8888, grad_norm: 1.8820 2021-01-22 20:54:43,527 - mmaction - INFO - Epoch [98][280/2147] lr: 1.371e-01, eta: 6 days, 14:00:12, time: 1.535, data_time: 0.004, memory: 16628, top1_acc: 0.3464, top5_acc: 0.6067, loss_cls: 2.9738, loss: 2.9738, grad_norm: 1.8704 2021-01-22 20:55:17,467 - mmaction - INFO - Epoch [98][300/2147] lr: 1.371e-01, eta: 6 days, 13:59:39, time: 1.693, data_time: 0.004, memory: 16628, top1_acc: 0.3522, top5_acc: 0.6058, loss_cls: 2.9481, loss: 2.9481, grad_norm: 1.8670 2021-01-22 20:55:47,000 - mmaction - INFO - Epoch [98][320/2147] lr: 1.371e-01, eta: 6 days, 13:59:00, time: 1.483, data_time: 0.010, memory: 16628, top1_acc: 0.3420, top5_acc: 0.5888, loss_cls: 2.9847, loss: 2.9847, grad_norm: 1.9040 2021-01-22 20:56:18,188 - mmaction - INFO - Epoch [98][340/2147] lr: 1.371e-01, eta: 6 days, 13:58:23, time: 1.559, data_time: 0.003, memory: 16628, top1_acc: 0.3496, top5_acc: 0.6054, loss_cls: 2.9173, loss: 2.9173, grad_norm: 1.8377 2021-01-22 20:56:54,147 - mmaction - INFO - Epoch [98][360/2147] lr: 1.371e-01, eta: 6 days, 13:57:53, time: 1.789, data_time: 0.034, memory: 16628, top1_acc: 0.3504, top5_acc: 0.6013, loss_cls: 2.9926, loss: 2.9926, grad_norm: 1.8538 2021-01-22 20:57:24,302 - mmaction - INFO - Epoch [98][380/2147] lr: 1.371e-01, eta: 6 days, 13:57:15, time: 1.510, data_time: 0.013, memory: 16628, top1_acc: 0.3594, top5_acc: 0.6156, loss_cls: 2.9205, loss: 2.9205, grad_norm: 1.8383 2021-01-22 20:57:54,652 - mmaction - INFO - Epoch [98][400/2147] lr: 1.371e-01, eta: 6 days, 13:56:37, time: 1.525, data_time: 0.018, memory: 16628, top1_acc: 0.3692, top5_acc: 0.6071, loss_cls: 2.9302, loss: 2.9302, grad_norm: 1.8693 2021-01-22 20:58:23,588 - mmaction - INFO - Epoch [98][420/2147] lr: 1.371e-01, eta: 6 days, 13:55:56, time: 1.443, data_time: 0.004, memory: 16628, top1_acc: 0.3536, top5_acc: 0.6031, loss_cls: 2.9209, loss: 2.9209, grad_norm: 1.8817 2021-01-22 20:58:53,839 - mmaction - INFO - Epoch [98][440/2147] lr: 1.371e-01, eta: 6 days, 13:55:18, time: 1.515, data_time: 0.006, memory: 16628, top1_acc: 0.3536, top5_acc: 0.6156, loss_cls: 2.9182, loss: 2.9182, grad_norm: 1.9315 2021-01-22 20:59:24,034 - mmaction - INFO - Epoch [98][460/2147] lr: 1.371e-01, eta: 6 days, 13:54:39, time: 1.511, data_time: 0.004, memory: 16628, top1_acc: 0.3549, top5_acc: 0.6036, loss_cls: 2.9528, loss: 2.9528, grad_norm: 1.8972 2021-01-22 20:59:55,759 - mmaction - INFO - Epoch [98][480/2147] lr: 1.371e-01, eta: 6 days, 13:54:03, time: 1.584, data_time: 0.004, memory: 16628, top1_acc: 0.3571, top5_acc: 0.6129, loss_cls: 2.9314, loss: 2.9314, grad_norm: 1.9302 2021-01-22 21:00:27,027 - mmaction - INFO - Epoch [98][500/2147] lr: 1.371e-01, eta: 6 days, 13:53:27, time: 1.565, data_time: 0.018, memory: 16628, top1_acc: 0.3545, top5_acc: 0.5978, loss_cls: 2.9604, loss: 2.9604, grad_norm: 1.8499 2021-01-22 21:00:58,574 - mmaction - INFO - Epoch [98][520/2147] lr: 1.371e-01, eta: 6 days, 13:52:50, time: 1.573, data_time: 0.001, memory: 16628, top1_acc: 0.3527, top5_acc: 0.5915, loss_cls: 2.9770, loss: 2.9770, grad_norm: 1.8950 2021-01-22 21:01:29,325 - mmaction - INFO - Epoch [98][540/2147] lr: 1.371e-01, eta: 6 days, 13:52:13, time: 1.541, data_time: 0.006, memory: 16628, top1_acc: 0.3518, top5_acc: 0.6076, loss_cls: 2.9244, loss: 2.9244, grad_norm: 1.8883 2021-01-22 21:02:05,349 - mmaction - INFO - Epoch [98][560/2147] lr: 1.371e-01, eta: 6 days, 13:51:44, time: 1.799, data_time: 0.002, memory: 16628, top1_acc: 0.3567, top5_acc: 0.6156, loss_cls: 2.9354, loss: 2.9354, grad_norm: 1.9152 2021-01-22 21:02:35,789 - mmaction - INFO - Epoch [98][580/2147] lr: 1.371e-01, eta: 6 days, 13:51:06, time: 1.525, data_time: 0.009, memory: 16628, top1_acc: 0.3384, top5_acc: 0.5991, loss_cls: 2.9952, loss: 2.9952, grad_norm: 1.9571 2021-01-22 21:03:05,428 - mmaction - INFO - Epoch [98][600/2147] lr: 1.371e-01, eta: 6 days, 13:50:26, time: 1.478, data_time: 0.005, memory: 16628, top1_acc: 0.3455, top5_acc: 0.6071, loss_cls: 2.9700, loss: 2.9700, grad_norm: 1.8751 2021-01-22 21:03:35,645 - mmaction - INFO - Epoch [98][620/2147] lr: 1.371e-01, eta: 6 days, 13:49:48, time: 1.509, data_time: 0.006, memory: 16628, top1_acc: 0.3371, top5_acc: 0.6080, loss_cls: 2.9776, loss: 2.9776, grad_norm: 1.8648 2021-01-22 21:04:11,093 - mmaction - INFO - Epoch [98][640/2147] lr: 1.371e-01, eta: 6 days, 13:49:18, time: 1.777, data_time: 0.012, memory: 16628, top1_acc: 0.3808, top5_acc: 0.6259, loss_cls: 2.8698, loss: 2.8698, grad_norm: 1.8216 2021-01-22 21:04:40,120 - mmaction - INFO - Epoch [98][660/2147] lr: 1.371e-01, eta: 6 days, 13:48:37, time: 1.450, data_time: 0.005, memory: 16628, top1_acc: 0.3732, top5_acc: 0.5987, loss_cls: 2.9149, loss: 2.9149, grad_norm: 1.8493 2021-01-22 21:05:10,435 - mmaction - INFO - Epoch [98][680/2147] lr: 1.371e-01, eta: 6 days, 13:47:59, time: 1.515, data_time: 0.004, memory: 16628, top1_acc: 0.3496, top5_acc: 0.6022, loss_cls: 3.0082, loss: 3.0082, grad_norm: 1.8750 2021-01-22 21:05:39,402 - mmaction - INFO - Epoch [98][700/2147] lr: 1.371e-01, eta: 6 days, 13:47:19, time: 1.450, data_time: 0.005, memory: 16628, top1_acc: 0.3567, top5_acc: 0.6022, loss_cls: 2.9363, loss: 2.9363, grad_norm: 1.8743 2021-01-22 21:06:08,250 - mmaction - INFO - Epoch [98][720/2147] lr: 1.371e-01, eta: 6 days, 13:46:38, time: 1.443, data_time: 0.004, memory: 16628, top1_acc: 0.3638, top5_acc: 0.6250, loss_cls: 2.8317, loss: 2.8317, grad_norm: 1.8914 2021-01-22 21:06:41,134 - mmaction - INFO - Epoch [98][740/2147] lr: 1.371e-01, eta: 6 days, 13:46:02, time: 1.589, data_time: 0.005, memory: 16628, top1_acc: 0.3518, top5_acc: 0.6036, loss_cls: 2.9250, loss: 2.9250, grad_norm: 1.8706 2021-01-22 21:07:10,827 - mmaction - INFO - Epoch [98][760/2147] lr: 1.371e-01, eta: 6 days, 13:45:25, time: 1.540, data_time: 0.059, memory: 16628, top1_acc: 0.3603, top5_acc: 0.6188, loss_cls: 2.8859, loss: 2.8859, grad_norm: 1.8890 2021-01-22 21:07:40,568 - mmaction - INFO - Epoch [98][780/2147] lr: 1.371e-01, eta: 6 days, 13:44:45, time: 1.487, data_time: 0.005, memory: 16628, top1_acc: 0.3527, top5_acc: 0.6152, loss_cls: 2.9305, loss: 2.9305, grad_norm: 1.9327 2021-01-22 21:08:12,555 - mmaction - INFO - Epoch [98][800/2147] lr: 1.371e-01, eta: 6 days, 13:44:10, time: 1.598, data_time: 0.002, memory: 16628, top1_acc: 0.3607, top5_acc: 0.6009, loss_cls: 2.9588, loss: 2.9588, grad_norm: 1.8720 2021-01-22 21:08:45,489 - mmaction - INFO - Epoch [98][820/2147] lr: 1.371e-01, eta: 6 days, 13:43:36, time: 1.647, data_time: 0.008, memory: 16628, top1_acc: 0.3446, top5_acc: 0.6004, loss_cls: 2.9725, loss: 2.9725, grad_norm: 1.9196 2021-01-22 21:09:14,254 - mmaction - INFO - Epoch [98][840/2147] lr: 1.371e-01, eta: 6 days, 13:42:55, time: 1.440, data_time: 0.003, memory: 16628, top1_acc: 0.3518, top5_acc: 0.5911, loss_cls: 2.9937, loss: 2.9937, grad_norm: 1.8755 2021-01-22 21:09:45,254 - mmaction - INFO - Epoch [98][860/2147] lr: 1.371e-01, eta: 6 days, 13:42:18, time: 1.550, data_time: 0.001, memory: 16628, top1_acc: 0.3545, top5_acc: 0.6062, loss_cls: 2.9458, loss: 2.9458, grad_norm: 1.8640 2021-01-22 21:10:15,554 - mmaction - INFO - Epoch [98][880/2147] lr: 1.371e-01, eta: 6 days, 13:41:40, time: 1.515, data_time: 0.006, memory: 16628, top1_acc: 0.3473, top5_acc: 0.6196, loss_cls: 2.9247, loss: 2.9247, grad_norm: 1.8618 2021-01-22 21:10:47,440 - mmaction - INFO - Epoch [98][900/2147] lr: 1.371e-01, eta: 6 days, 13:41:04, time: 1.589, data_time: 0.004, memory: 16628, top1_acc: 0.3496, top5_acc: 0.5996, loss_cls: 2.9529, loss: 2.9529, grad_norm: 1.8884 2021-01-22 21:11:20,146 - mmaction - INFO - Epoch [98][920/2147] lr: 1.371e-01, eta: 6 days, 13:40:29, time: 1.639, data_time: 0.006, memory: 16628, top1_acc: 0.3598, top5_acc: 0.6188, loss_cls: 2.9037, loss: 2.9037, grad_norm: 1.8628 2021-01-22 21:11:51,664 - mmaction - INFO - Epoch [98][940/2147] lr: 1.371e-01, eta: 6 days, 13:39:53, time: 1.570, data_time: 0.002, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6027, loss_cls: 2.9325, loss: 2.9325, grad_norm: 1.8576 2021-01-22 21:12:23,083 - mmaction - INFO - Epoch [98][960/2147] lr: 1.371e-01, eta: 6 days, 13:39:17, time: 1.574, data_time: 0.009, memory: 16628, top1_acc: 0.3737, top5_acc: 0.6317, loss_cls: 2.8235, loss: 2.8235, grad_norm: 1.8265 2021-01-22 21:12:52,517 - mmaction - INFO - Epoch [98][980/2147] lr: 1.371e-01, eta: 6 days, 13:38:37, time: 1.473, data_time: 0.007, memory: 16628, top1_acc: 0.3674, top5_acc: 0.6183, loss_cls: 2.8958, loss: 2.8958, grad_norm: 1.9473 2021-01-22 21:13:23,591 - mmaction - INFO - Epoch [98][1000/2147] lr: 1.371e-01, eta: 6 days, 13:38:00, time: 1.554, data_time: 0.003, memory: 16628, top1_acc: 0.3482, top5_acc: 0.5897, loss_cls: 2.9652, loss: 2.9652, grad_norm: 1.9400 2021-01-22 21:13:52,833 - mmaction - INFO - Epoch [98][1020/2147] lr: 1.371e-01, eta: 6 days, 13:37:20, time: 1.461, data_time: 0.003, memory: 16628, top1_acc: 0.3536, top5_acc: 0.5987, loss_cls: 2.9309, loss: 2.9309, grad_norm: 1.8685 2021-01-22 21:14:21,711 - mmaction - INFO - Epoch [98][1040/2147] lr: 1.371e-01, eta: 6 days, 13:36:39, time: 1.444, data_time: 0.009, memory: 16628, top1_acc: 0.3464, top5_acc: 0.6152, loss_cls: 2.9367, loss: 2.9367, grad_norm: 1.8995 2021-01-22 21:14:50,966 - mmaction - INFO - Epoch [98][1060/2147] lr: 1.371e-01, eta: 6 days, 13:35:59, time: 1.456, data_time: 0.009, memory: 16628, top1_acc: 0.3482, top5_acc: 0.6089, loss_cls: 2.9512, loss: 2.9512, grad_norm: 1.9049 2021-01-22 21:15:22,578 - mmaction - INFO - Epoch [98][1080/2147] lr: 1.371e-01, eta: 6 days, 13:35:23, time: 1.581, data_time: 0.015, memory: 16628, top1_acc: 0.3629, top5_acc: 0.6036, loss_cls: 2.9562, loss: 2.9562, grad_norm: 1.8787 2021-01-22 21:15:51,293 - mmaction - INFO - Epoch [98][1100/2147] lr: 1.371e-01, eta: 6 days, 13:34:42, time: 1.438, data_time: 0.011, memory: 16628, top1_acc: 0.3571, top5_acc: 0.6054, loss_cls: 2.9145, loss: 2.9145, grad_norm: 1.8565 2021-01-22 21:16:21,005 - mmaction - INFO - Epoch [98][1120/2147] lr: 1.371e-01, eta: 6 days, 13:34:03, time: 1.488, data_time: 0.008, memory: 16628, top1_acc: 0.3496, top5_acc: 0.6107, loss_cls: 2.9375, loss: 2.9375, grad_norm: 1.8867 2021-01-22 21:16:58,053 - mmaction - INFO - Epoch [98][1140/2147] lr: 1.371e-01, eta: 6 days, 13:33:36, time: 1.855, data_time: 0.010, memory: 16628, top1_acc: 0.3496, top5_acc: 0.6085, loss_cls: 2.9626, loss: 2.9626, grad_norm: 1.9172 2021-01-22 21:17:31,883 - mmaction - INFO - Epoch [98][1160/2147] lr: 1.371e-01, eta: 6 days, 13:33:03, time: 1.693, data_time: 0.006, memory: 16628, top1_acc: 0.3487, top5_acc: 0.6067, loss_cls: 2.9702, loss: 2.9702, grad_norm: 1.8976 2021-01-22 21:18:02,396 - mmaction - INFO - Epoch [98][1180/2147] lr: 1.371e-01, eta: 6 days, 13:32:25, time: 1.523, data_time: 0.003, memory: 16628, top1_acc: 0.3629, top5_acc: 0.6268, loss_cls: 2.8554, loss: 2.8554, grad_norm: 1.9039 2021-01-22 21:18:36,418 - mmaction - INFO - Epoch [98][1200/2147] lr: 1.371e-01, eta: 6 days, 13:31:53, time: 1.691, data_time: 0.005, memory: 16628, top1_acc: 0.3536, top5_acc: 0.6040, loss_cls: 2.9434, loss: 2.9434, grad_norm: 1.8836 2021-01-22 21:19:08,713 - mmaction - INFO - Epoch [98][1220/2147] lr: 1.371e-01, eta: 6 days, 13:31:18, time: 1.622, data_time: 0.014, memory: 16628, top1_acc: 0.3433, top5_acc: 0.6049, loss_cls: 2.9699, loss: 2.9699, grad_norm: 1.8702 2021-01-22 21:19:41,212 - mmaction - INFO - Epoch [98][1240/2147] lr: 1.371e-01, eta: 6 days, 13:30:43, time: 1.628, data_time: 0.015, memory: 16628, top1_acc: 0.3603, top5_acc: 0.6152, loss_cls: 2.9220, loss: 2.9220, grad_norm: 1.8978 2021-01-22 21:20:12,645 - mmaction - INFO - Epoch [98][1260/2147] lr: 1.371e-01, eta: 6 days, 13:30:07, time: 1.569, data_time: 0.007, memory: 16628, top1_acc: 0.3460, top5_acc: 0.5996, loss_cls: 2.9595, loss: 2.9595, grad_norm: 1.8502 2021-01-22 21:20:44,880 - mmaction - INFO - Epoch [98][1280/2147] lr: 1.371e-01, eta: 6 days, 13:29:31, time: 1.613, data_time: 0.012, memory: 16628, top1_acc: 0.3496, top5_acc: 0.6094, loss_cls: 2.9570, loss: 2.9570, grad_norm: 1.8904 2021-01-22 21:21:14,718 - mmaction - INFO - Epoch [98][1300/2147] lr: 1.371e-01, eta: 6 days, 13:28:53, time: 1.494, data_time: 0.013, memory: 16628, top1_acc: 0.3728, top5_acc: 0.6263, loss_cls: 2.8928, loss: 2.8928, grad_norm: 1.9016 2021-01-22 21:21:45,097 - mmaction - INFO - Epoch [98][1320/2147] lr: 1.371e-01, eta: 6 days, 13:28:14, time: 1.522, data_time: 0.053, memory: 16628, top1_acc: 0.3393, top5_acc: 0.5946, loss_cls: 3.0004, loss: 3.0004, grad_norm: 1.8590 2021-01-22 21:22:16,199 - mmaction - INFO - Epoch [98][1340/2147] lr: 1.371e-01, eta: 6 days, 13:27:37, time: 1.555, data_time: 0.011, memory: 16628, top1_acc: 0.3254, top5_acc: 0.5781, loss_cls: 3.0714, loss: 3.0714, grad_norm: 1.8998 2021-01-22 21:22:45,293 - mmaction - INFO - Epoch [98][1360/2147] lr: 1.371e-01, eta: 6 days, 13:26:57, time: 1.453, data_time: 0.003, memory: 16628, top1_acc: 0.3375, top5_acc: 0.5942, loss_cls: 3.0288, loss: 3.0288, grad_norm: 1.8415 2021-01-22 21:23:13,710 - mmaction - INFO - Epoch [98][1380/2147] lr: 1.371e-01, eta: 6 days, 13:26:16, time: 1.422, data_time: 0.003, memory: 16628, top1_acc: 0.3589, top5_acc: 0.6138, loss_cls: 2.8930, loss: 2.8930, grad_norm: 1.8860 2021-01-22 21:23:42,832 - mmaction - INFO - Epoch [98][1400/2147] lr: 1.371e-01, eta: 6 days, 13:25:36, time: 1.451, data_time: 0.007, memory: 16628, top1_acc: 0.3701, top5_acc: 0.6254, loss_cls: 2.8955, loss: 2.8955, grad_norm: 1.8852 2021-01-22 21:24:12,339 - mmaction - INFO - Epoch [98][1420/2147] lr: 1.371e-01, eta: 6 days, 13:24:56, time: 1.481, data_time: 0.007, memory: 16628, top1_acc: 0.3299, top5_acc: 0.5897, loss_cls: 3.0334, loss: 3.0334, grad_norm: 1.8791 2021-01-22 21:24:40,991 - mmaction - INFO - Epoch [98][1440/2147] lr: 1.371e-01, eta: 6 days, 13:24:15, time: 1.432, data_time: 0.002, memory: 16628, top1_acc: 0.3643, top5_acc: 0.6237, loss_cls: 2.9010, loss: 2.9010, grad_norm: 1.8393 2021-01-22 21:25:15,375 - mmaction - INFO - Epoch [98][1460/2147] lr: 1.371e-01, eta: 6 days, 13:23:43, time: 1.714, data_time: 0.006, memory: 16628, top1_acc: 0.3312, top5_acc: 0.6009, loss_cls: 3.0144, loss: 3.0144, grad_norm: 1.9101 2021-01-22 21:25:46,162 - mmaction - INFO - Epoch [98][1480/2147] lr: 1.371e-01, eta: 6 days, 13:23:06, time: 1.541, data_time: 0.012, memory: 16628, top1_acc: 0.3353, top5_acc: 0.6054, loss_cls: 2.9746, loss: 2.9746, grad_norm: 1.8583 2021-01-22 21:26:16,485 - mmaction - INFO - Epoch [98][1500/2147] lr: 1.371e-01, eta: 6 days, 13:22:28, time: 1.520, data_time: 0.006, memory: 16628, top1_acc: 0.3411, top5_acc: 0.6170, loss_cls: 2.9340, loss: 2.9340, grad_norm: 1.9022 2021-01-22 21:26:49,752 - mmaction - INFO - Epoch [98][1520/2147] lr: 1.371e-01, eta: 6 days, 13:21:54, time: 1.662, data_time: 0.005, memory: 16628, top1_acc: 0.3763, top5_acc: 0.6080, loss_cls: 2.8966, loss: 2.8966, grad_norm: 1.8633 2021-01-22 21:27:21,151 - mmaction - INFO - Epoch [98][1540/2147] lr: 1.371e-01, eta: 6 days, 13:21:18, time: 1.566, data_time: 0.004, memory: 16628, top1_acc: 0.3518, top5_acc: 0.5982, loss_cls: 2.9988, loss: 2.9988, grad_norm: 1.8421 2021-01-22 21:27:52,417 - mmaction - INFO - Epoch [98][1560/2147] lr: 1.371e-01, eta: 6 days, 13:20:41, time: 1.568, data_time: 0.010, memory: 16628, top1_acc: 0.3500, top5_acc: 0.6009, loss_cls: 2.9645, loss: 2.9645, grad_norm: 1.8853 2021-01-22 21:28:21,966 - mmaction - INFO - Epoch [98][1580/2147] lr: 1.371e-01, eta: 6 days, 13:20:02, time: 1.473, data_time: 0.004, memory: 16628, top1_acc: 0.3500, top5_acc: 0.6000, loss_cls: 2.9754, loss: 2.9754, grad_norm: 1.8918 2021-01-22 21:28:55,766 - mmaction - INFO - Epoch [98][1600/2147] lr: 1.371e-01, eta: 6 days, 13:19:29, time: 1.693, data_time: 0.009, memory: 16628, top1_acc: 0.3545, top5_acc: 0.6080, loss_cls: 2.9474, loss: 2.9474, grad_norm: 1.8950 2021-01-22 21:29:26,963 - mmaction - INFO - Epoch [98][1620/2147] lr: 1.371e-01, eta: 6 days, 13:18:52, time: 1.558, data_time: 0.010, memory: 16628, top1_acc: 0.3402, top5_acc: 0.6018, loss_cls: 2.9498, loss: 2.9498, grad_norm: 1.8871 2021-01-22 21:30:00,118 - mmaction - INFO - Epoch [98][1640/2147] lr: 1.371e-01, eta: 6 days, 13:18:18, time: 1.653, data_time: 0.010, memory: 16628, top1_acc: 0.3433, top5_acc: 0.5871, loss_cls: 3.0414, loss: 3.0414, grad_norm: 1.8915 2021-01-22 21:30:30,609 - mmaction - INFO - Epoch [98][1660/2147] lr: 1.371e-01, eta: 6 days, 13:17:41, time: 1.531, data_time: 0.012, memory: 16628, top1_acc: 0.3442, top5_acc: 0.5942, loss_cls: 3.0047, loss: 3.0047, grad_norm: 1.8747 2021-01-22 21:30:59,662 - mmaction - INFO - Epoch [98][1680/2147] lr: 1.371e-01, eta: 6 days, 13:17:00, time: 1.451, data_time: 0.005, memory: 16628, top1_acc: 0.3603, top5_acc: 0.6040, loss_cls: 2.9141, loss: 2.9141, grad_norm: 1.8278 2021-01-22 21:31:29,147 - mmaction - INFO - Epoch [98][1700/2147] lr: 1.371e-01, eta: 6 days, 13:16:21, time: 1.472, data_time: 0.008, memory: 16628, top1_acc: 0.3621, top5_acc: 0.6272, loss_cls: 2.8662, loss: 2.8662, grad_norm: 1.8484 2021-01-22 21:32:04,372 - mmaction - INFO - Epoch [98][1720/2147] lr: 1.371e-01, eta: 6 days, 13:15:51, time: 1.765, data_time: 0.011, memory: 16628, top1_acc: 0.3562, top5_acc: 0.6049, loss_cls: 2.9535, loss: 2.9535, grad_norm: 1.8928 2021-01-22 21:32:33,236 - mmaction - INFO - Epoch [98][1740/2147] lr: 1.371e-01, eta: 6 days, 13:15:10, time: 1.446, data_time: 0.005, memory: 16628, top1_acc: 0.3571, top5_acc: 0.6165, loss_cls: 2.9156, loss: 2.9156, grad_norm: 1.8874 2021-01-22 21:33:03,271 - mmaction - INFO - Epoch [98][1760/2147] lr: 1.371e-01, eta: 6 days, 13:14:31, time: 1.500, data_time: 0.002, memory: 16628, top1_acc: 0.3464, top5_acc: 0.6076, loss_cls: 2.9748, loss: 2.9748, grad_norm: 1.8525 2021-01-22 21:33:34,553 - mmaction - INFO - Epoch [98][1780/2147] lr: 1.371e-01, eta: 6 days, 13:13:55, time: 1.564, data_time: 0.010, memory: 16628, top1_acc: 0.3330, top5_acc: 0.6009, loss_cls: 2.9987, loss: 2.9987, grad_norm: 1.9011 2021-01-22 21:34:05,164 - mmaction - INFO - Epoch [98][1800/2147] lr: 1.371e-01, eta: 6 days, 13:13:17, time: 1.531, data_time: 0.013, memory: 16628, top1_acc: 0.3571, top5_acc: 0.6121, loss_cls: 2.9177, loss: 2.9177, grad_norm: 1.8967 2021-01-22 21:34:35,869 - mmaction - INFO - Epoch [98][1820/2147] lr: 1.371e-01, eta: 6 days, 13:12:39, time: 1.537, data_time: 0.003, memory: 16628, top1_acc: 0.3665, top5_acc: 0.6103, loss_cls: 2.9047, loss: 2.9047, grad_norm: 1.8579 2021-01-22 21:35:05,069 - mmaction - INFO - Epoch [98][1840/2147] lr: 1.371e-01, eta: 6 days, 13:11:59, time: 1.460, data_time: 0.008, memory: 16628, top1_acc: 0.3576, top5_acc: 0.5991, loss_cls: 2.9567, loss: 2.9567, grad_norm: 1.8720 2021-01-22 21:35:37,857 - mmaction - INFO - Epoch [98][1860/2147] lr: 1.371e-01, eta: 6 days, 13:11:25, time: 1.639, data_time: 0.005, memory: 16628, top1_acc: 0.3683, top5_acc: 0.6232, loss_cls: 2.8584, loss: 2.8584, grad_norm: 1.8714 2021-01-22 21:36:08,512 - mmaction - INFO - Epoch [98][1880/2147] lr: 1.371e-01, eta: 6 days, 13:10:47, time: 1.530, data_time: 0.005, memory: 16628, top1_acc: 0.3420, top5_acc: 0.5911, loss_cls: 3.0203, loss: 3.0203, grad_norm: 1.9180 2021-01-22 21:36:46,663 - mmaction - INFO - Epoch [98][1900/2147] lr: 1.371e-01, eta: 6 days, 13:10:22, time: 1.907, data_time: 0.004, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5897, loss_cls: 3.0331, loss: 3.0331, grad_norm: 1.8962 2021-01-22 21:37:15,648 - mmaction - INFO - Epoch [98][1920/2147] lr: 1.371e-01, eta: 6 days, 13:09:42, time: 1.451, data_time: 0.007, memory: 16628, top1_acc: 0.3362, top5_acc: 0.5893, loss_cls: 3.0332, loss: 3.0332, grad_norm: 1.9290 2021-01-22 21:37:45,753 - mmaction - INFO - Epoch [98][1940/2147] lr: 1.371e-01, eta: 6 days, 13:09:03, time: 1.499, data_time: 0.003, memory: 16628, top1_acc: 0.3500, top5_acc: 0.5951, loss_cls: 2.9905, loss: 2.9905, grad_norm: 1.8808 2021-01-22 21:38:14,867 - mmaction - INFO - Epoch [98][1960/2147] lr: 1.371e-01, eta: 6 days, 13:08:23, time: 1.462, data_time: 0.012, memory: 16628, top1_acc: 0.3379, top5_acc: 0.5897, loss_cls: 3.0358, loss: 3.0358, grad_norm: 1.8807 2021-01-22 21:38:44,034 - mmaction - INFO - Epoch [98][1980/2147] lr: 1.371e-01, eta: 6 days, 13:07:43, time: 1.456, data_time: 0.004, memory: 16628, top1_acc: 0.3589, top5_acc: 0.6161, loss_cls: 2.9331, loss: 2.9331, grad_norm: 1.8618 2021-01-22 21:39:12,908 - mmaction - INFO - Epoch [98][2000/2147] lr: 1.371e-01, eta: 6 days, 13:07:02, time: 1.443, data_time: 0.007, memory: 16628, top1_acc: 0.3438, top5_acc: 0.6085, loss_cls: 2.9559, loss: 2.9559, grad_norm: 1.8790 2021-01-22 21:39:42,759 - mmaction - INFO - Epoch [98][2020/2147] lr: 1.371e-01, eta: 6 days, 13:06:23, time: 1.489, data_time: 0.010, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5964, loss_cls: 2.9978, loss: 2.9978, grad_norm: 1.8596 2021-01-22 21:40:11,721 - mmaction - INFO - Epoch [98][2040/2147] lr: 1.371e-01, eta: 6 days, 13:05:43, time: 1.454, data_time: 0.016, memory: 16628, top1_acc: 0.3455, top5_acc: 0.6192, loss_cls: 2.9336, loss: 2.9336, grad_norm: 1.8463 2021-01-22 21:40:40,701 - mmaction - INFO - Epoch [98][2060/2147] lr: 1.371e-01, eta: 6 days, 13:05:03, time: 1.450, data_time: 0.004, memory: 16628, top1_acc: 0.3603, top5_acc: 0.6174, loss_cls: 2.8854, loss: 2.8854, grad_norm: 1.8691 2021-01-22 21:41:12,895 - mmaction - INFO - Epoch [98][2080/2147] lr: 1.371e-01, eta: 6 days, 13:04:27, time: 1.603, data_time: 0.005, memory: 16628, top1_acc: 0.3714, top5_acc: 0.6259, loss_cls: 2.8560, loss: 2.8560, grad_norm: 1.8828 2021-01-22 21:41:47,250 - mmaction - INFO - Epoch [98][2100/2147] lr: 1.371e-01, eta: 6 days, 13:03:56, time: 1.725, data_time: 0.009, memory: 16628, top1_acc: 0.3406, top5_acc: 0.5978, loss_cls: 2.9739, loss: 2.9739, grad_norm: 1.8949 2021-01-22 21:42:16,709 - mmaction - INFO - Epoch [98][2120/2147] lr: 1.371e-01, eta: 6 days, 13:03:16, time: 1.470, data_time: 0.005, memory: 16628, top1_acc: 0.3446, top5_acc: 0.6049, loss_cls: 3.0043, loss: 3.0043, grad_norm: 1.8817 2021-01-22 21:42:46,967 - mmaction - INFO - Epoch [98][2140/2147] lr: 1.371e-01, eta: 6 days, 13:02:38, time: 1.515, data_time: 0.007, memory: 16628, top1_acc: 0.3589, top5_acc: 0.6040, loss_cls: 2.9511, loss: 2.9511, grad_norm: 1.8516 2021-01-22 21:48:04,821 - mmaction - INFO - Epoch [99][20/2147] lr: 1.360e-01, eta: 6 days, 13:08:30, time: 14.580, data_time: 12.988, memory: 16628, top1_acc: 0.3527, top5_acc: 0.6196, loss_cls: 2.9118, loss: 2.9118, grad_norm: 1.8960 2021-01-22 21:48:34,386 - mmaction - INFO - Epoch [99][40/2147] lr: 1.360e-01, eta: 6 days, 13:07:51, time: 1.472, data_time: 0.009, memory: 16628, top1_acc: 0.3603, top5_acc: 0.6170, loss_cls: 2.9073, loss: 2.9073, grad_norm: 1.9040 2021-01-22 21:49:03,511 - mmaction - INFO - Epoch [99][60/2147] lr: 1.360e-01, eta: 6 days, 13:07:11, time: 1.463, data_time: 0.014, memory: 16628, top1_acc: 0.3661, top5_acc: 0.6237, loss_cls: 2.8913, loss: 2.8913, grad_norm: 1.9056 2021-01-22 21:49:32,368 - mmaction - INFO - Epoch [99][80/2147] lr: 1.360e-01, eta: 6 days, 13:06:30, time: 1.443, data_time: 0.003, memory: 16628, top1_acc: 0.3509, top5_acc: 0.6067, loss_cls: 2.9259, loss: 2.9259, grad_norm: 1.9098 2021-01-22 21:50:01,904 - mmaction - INFO - Epoch [99][100/2147] lr: 1.360e-01, eta: 6 days, 13:05:51, time: 1.472, data_time: 0.004, memory: 16628, top1_acc: 0.3371, top5_acc: 0.6129, loss_cls: 2.9442, loss: 2.9442, grad_norm: 1.8956 2021-01-22 21:50:35,314 - mmaction - INFO - Epoch [99][120/2147] lr: 1.360e-01, eta: 6 days, 13:05:17, time: 1.675, data_time: 0.008, memory: 16628, top1_acc: 0.3446, top5_acc: 0.6058, loss_cls: 2.9374, loss: 2.9374, grad_norm: 1.8548 2021-01-22 21:51:08,343 - mmaction - INFO - Epoch [99][140/2147] lr: 1.360e-01, eta: 6 days, 13:04:43, time: 1.647, data_time: 0.005, memory: 16628, top1_acc: 0.3558, top5_acc: 0.6237, loss_cls: 2.8507, loss: 2.8507, grad_norm: 1.8843 2021-01-22 21:51:41,177 - mmaction - INFO - Epoch [99][160/2147] lr: 1.360e-01, eta: 6 days, 13:04:05, time: 1.520, data_time: 0.008, memory: 16628, top1_acc: 0.3531, top5_acc: 0.6004, loss_cls: 2.9401, loss: 2.9401, grad_norm: 1.8944 2021-01-22 21:52:10,027 - mmaction - INFO - Epoch [99][180/2147] lr: 1.360e-01, eta: 6 days, 13:03:29, time: 1.569, data_time: 0.131, memory: 16628, top1_acc: 0.3536, top5_acc: 0.6027, loss_cls: 2.9710, loss: 2.9710, grad_norm: 1.9061 2021-01-22 21:52:40,315 - mmaction - INFO - Epoch [99][200/2147] lr: 1.360e-01, eta: 6 days, 13:02:51, time: 1.514, data_time: 0.002, memory: 16628, top1_acc: 0.3625, top5_acc: 0.6121, loss_cls: 2.9063, loss: 2.9063, grad_norm: 1.8573 2021-01-22 21:53:09,381 - mmaction - INFO - Epoch [99][220/2147] lr: 1.360e-01, eta: 6 days, 13:02:10, time: 1.450, data_time: 0.004, memory: 16628, top1_acc: 0.3688, top5_acc: 0.6143, loss_cls: 2.8849, loss: 2.8849, grad_norm: 1.8642 2021-01-22 21:53:38,616 - mmaction - INFO - Epoch [99][240/2147] lr: 1.360e-01, eta: 6 days, 13:01:30, time: 1.465, data_time: 0.008, memory: 16628, top1_acc: 0.3576, top5_acc: 0.6192, loss_cls: 2.8561, loss: 2.8561, grad_norm: 1.8923 2021-01-22 21:54:09,272 - mmaction - INFO - Epoch [99][260/2147] lr: 1.360e-01, eta: 6 days, 13:00:52, time: 1.530, data_time: 0.004, memory: 16628, top1_acc: 0.3496, top5_acc: 0.6062, loss_cls: 2.9582, loss: 2.9582, grad_norm: 1.8905 2021-01-22 21:54:38,717 - mmaction - INFO - Epoch [99][280/2147] lr: 1.360e-01, eta: 6 days, 13:00:13, time: 1.474, data_time: 0.011, memory: 16628, top1_acc: 0.3504, top5_acc: 0.6103, loss_cls: 2.9016, loss: 2.9016, grad_norm: 1.8680 2021-01-22 21:55:07,847 - mmaction - INFO - Epoch [99][300/2147] lr: 1.360e-01, eta: 6 days, 12:59:33, time: 1.457, data_time: 0.005, memory: 16628, top1_acc: 0.3496, top5_acc: 0.6009, loss_cls: 2.9655, loss: 2.9655, grad_norm: 1.8808 2021-01-22 21:55:36,911 - mmaction - INFO - Epoch [99][320/2147] lr: 1.360e-01, eta: 6 days, 12:58:53, time: 1.453, data_time: 0.002, memory: 16628, top1_acc: 0.3536, top5_acc: 0.6116, loss_cls: 2.8948, loss: 2.8948, grad_norm: 1.9038 2021-01-22 21:56:08,481 - mmaction - INFO - Epoch [99][340/2147] lr: 1.360e-01, eta: 6 days, 12:58:16, time: 1.574, data_time: 0.004, memory: 16628, top1_acc: 0.3482, top5_acc: 0.6004, loss_cls: 2.9994, loss: 2.9994, grad_norm: 1.9455 2021-01-22 21:56:49,175 - mmaction - INFO - Epoch [99][360/2147] lr: 1.360e-01, eta: 6 days, 12:57:55, time: 2.040, data_time: 0.009, memory: 16628, top1_acc: 0.3737, top5_acc: 0.6147, loss_cls: 2.8542, loss: 2.8542, grad_norm: 1.8810 2021-01-22 21:57:19,991 - mmaction - INFO - Epoch [99][380/2147] lr: 1.360e-01, eta: 6 days, 12:57:17, time: 1.541, data_time: 0.004, memory: 16628, top1_acc: 0.3692, top5_acc: 0.6138, loss_cls: 2.8980, loss: 2.8980, grad_norm: 1.8929 2021-01-22 21:57:49,689 - mmaction - INFO - Epoch [99][400/2147] lr: 1.360e-01, eta: 6 days, 12:56:38, time: 1.486, data_time: 0.003, memory: 16628, top1_acc: 0.3558, top5_acc: 0.6076, loss_cls: 2.9269, loss: 2.9269, grad_norm: 1.9491 2021-01-22 21:58:19,844 - mmaction - INFO - Epoch [99][420/2147] lr: 1.360e-01, eta: 6 days, 12:56:00, time: 1.505, data_time: 0.003, memory: 16628, top1_acc: 0.3482, top5_acc: 0.6103, loss_cls: 2.9798, loss: 2.9798, grad_norm: 1.8741 2021-01-22 21:58:48,791 - mmaction - INFO - Epoch [99][440/2147] lr: 1.360e-01, eta: 6 days, 12:55:19, time: 1.450, data_time: 0.009, memory: 16628, top1_acc: 0.3683, top5_acc: 0.6152, loss_cls: 2.9099, loss: 2.9099, grad_norm: 1.8796 2021-01-22 21:59:18,668 - mmaction - INFO - Epoch [99][460/2147] lr: 1.360e-01, eta: 6 days, 12:54:40, time: 1.490, data_time: 0.004, memory: 16628, top1_acc: 0.3455, top5_acc: 0.6062, loss_cls: 2.9868, loss: 2.9868, grad_norm: 1.8898 2021-01-22 21:59:57,952 - mmaction - INFO - Epoch [99][480/2147] lr: 1.360e-01, eta: 6 days, 12:54:15, time: 1.927, data_time: 0.007, memory: 16628, top1_acc: 0.3504, top5_acc: 0.5991, loss_cls: 2.9829, loss: 2.9829, grad_norm: 1.8552 2021-01-22 22:00:33,781 - mmaction - INFO - Epoch [99][500/2147] lr: 1.360e-01, eta: 6 days, 12:53:47, time: 1.825, data_time: 0.045, memory: 16628, top1_acc: 0.3656, top5_acc: 0.6138, loss_cls: 2.9110, loss: 2.9110, grad_norm: 1.8906 2021-01-22 22:01:02,667 - mmaction - INFO - Epoch [99][520/2147] lr: 1.360e-01, eta: 6 days, 12:53:07, time: 1.452, data_time: 0.012, memory: 16628, top1_acc: 0.3616, top5_acc: 0.6129, loss_cls: 2.9441, loss: 2.9441, grad_norm: 1.8852 2021-01-22 22:01:31,599 - mmaction - INFO - Epoch [99][540/2147] lr: 1.360e-01, eta: 6 days, 12:52:26, time: 1.445, data_time: 0.007, memory: 16628, top1_acc: 0.3513, top5_acc: 0.5964, loss_cls: 2.9585, loss: 2.9585, grad_norm: 1.8693 2021-01-22 22:02:14,407 - mmaction - INFO - Epoch [99][560/2147] lr: 1.360e-01, eta: 6 days, 12:52:08, time: 2.140, data_time: 0.005, memory: 16628, top1_acc: 0.3446, top5_acc: 0.5915, loss_cls: 2.9693, loss: 2.9693, grad_norm: 1.8498 2021-01-22 22:02:45,696 - mmaction - INFO - Epoch [99][580/2147] lr: 1.360e-01, eta: 6 days, 12:51:31, time: 1.561, data_time: 0.006, memory: 16628, top1_acc: 0.3696, top5_acc: 0.6147, loss_cls: 2.9355, loss: 2.9355, grad_norm: 1.8958 2021-01-22 22:03:14,647 - mmaction - INFO - Epoch [99][600/2147] lr: 1.360e-01, eta: 6 days, 12:50:51, time: 1.451, data_time: 0.010, memory: 16628, top1_acc: 0.3621, top5_acc: 0.6237, loss_cls: 2.8526, loss: 2.8526, grad_norm: 1.8866 2021-01-22 22:03:44,909 - mmaction - INFO - Epoch [99][620/2147] lr: 1.360e-01, eta: 6 days, 12:50:13, time: 1.512, data_time: 0.009, memory: 16628, top1_acc: 0.3585, top5_acc: 0.5951, loss_cls: 2.9649, loss: 2.9649, grad_norm: 1.9272 2021-01-22 22:04:15,190 - mmaction - INFO - Epoch [99][640/2147] lr: 1.360e-01, eta: 6 days, 12:49:34, time: 1.517, data_time: 0.006, memory: 16628, top1_acc: 0.3545, top5_acc: 0.6098, loss_cls: 2.9380, loss: 2.9380, grad_norm: 1.8792 2021-01-22 22:04:45,516 - mmaction - INFO - Epoch [99][660/2147] lr: 1.360e-01, eta: 6 days, 12:48:56, time: 1.514, data_time: 0.003, memory: 16628, top1_acc: 0.3629, top5_acc: 0.6170, loss_cls: 2.8817, loss: 2.8817, grad_norm: 1.8741 2021-01-22 22:05:14,407 - mmaction - INFO - Epoch [99][680/2147] lr: 1.360e-01, eta: 6 days, 12:48:16, time: 1.446, data_time: 0.005, memory: 16628, top1_acc: 0.3589, top5_acc: 0.6192, loss_cls: 2.9032, loss: 2.9032, grad_norm: 1.9174 2021-01-22 22:05:44,781 - mmaction - INFO - Epoch [99][700/2147] lr: 1.360e-01, eta: 6 days, 12:47:37, time: 1.518, data_time: 0.010, memory: 16628, top1_acc: 0.3384, top5_acc: 0.5853, loss_cls: 3.0285, loss: 3.0285, grad_norm: 1.9031 2021-01-22 22:06:14,011 - mmaction - INFO - Epoch [99][720/2147] lr: 1.360e-01, eta: 6 days, 12:46:58, time: 1.461, data_time: 0.005, memory: 16628, top1_acc: 0.3558, top5_acc: 0.6089, loss_cls: 2.9298, loss: 2.9298, grad_norm: 1.8581 2021-01-22 22:06:51,036 - mmaction - INFO - Epoch [99][740/2147] lr: 1.360e-01, eta: 6 days, 12:46:30, time: 1.854, data_time: 0.006, memory: 16628, top1_acc: 0.3594, top5_acc: 0.6183, loss_cls: 2.8963, loss: 2.8963, grad_norm: 1.8752 2021-01-22 22:07:21,049 - mmaction - INFO - Epoch [99][760/2147] lr: 1.360e-01, eta: 6 days, 12:45:51, time: 1.500, data_time: 0.007, memory: 16628, top1_acc: 0.3478, top5_acc: 0.6205, loss_cls: 2.9118, loss: 2.9118, grad_norm: 1.8922 2021-01-22 22:07:49,927 - mmaction - INFO - Epoch [99][780/2147] lr: 1.360e-01, eta: 6 days, 12:45:11, time: 1.445, data_time: 0.005, memory: 16628, top1_acc: 0.3558, top5_acc: 0.6121, loss_cls: 2.9337, loss: 2.9337, grad_norm: 1.8347 2021-01-22 22:08:23,626 - mmaction - INFO - Epoch [99][800/2147] lr: 1.360e-01, eta: 6 days, 12:44:38, time: 1.682, data_time: 0.004, memory: 16628, top1_acc: 0.3598, top5_acc: 0.6290, loss_cls: 2.8605, loss: 2.8605, grad_norm: 1.9033 2021-01-22 22:08:52,322 - mmaction - INFO - Epoch [99][820/2147] lr: 1.360e-01, eta: 6 days, 12:43:57, time: 1.436, data_time: 0.006, memory: 16628, top1_acc: 0.3585, top5_acc: 0.6067, loss_cls: 2.9419, loss: 2.9419, grad_norm: 1.8896 2021-01-22 22:09:23,256 - mmaction - INFO - Epoch [99][840/2147] lr: 1.360e-01, eta: 6 days, 12:43:20, time: 1.540, data_time: 0.003, memory: 16628, top1_acc: 0.3719, top5_acc: 0.6062, loss_cls: 2.9421, loss: 2.9421, grad_norm: 1.8472 2021-01-22 22:09:52,538 - mmaction - INFO - Epoch [99][860/2147] lr: 1.360e-01, eta: 6 days, 12:42:40, time: 1.471, data_time: 0.014, memory: 16628, top1_acc: 0.3491, top5_acc: 0.5964, loss_cls: 2.9658, loss: 2.9658, grad_norm: 1.9016 2021-01-22 22:10:22,878 - mmaction - INFO - Epoch [99][880/2147] lr: 1.360e-01, eta: 6 days, 12:42:02, time: 1.514, data_time: 0.005, memory: 16628, top1_acc: 0.3576, top5_acc: 0.6156, loss_cls: 2.9164, loss: 2.9164, grad_norm: 1.8838 2021-01-22 22:10:51,674 - mmaction - INFO - Epoch [99][900/2147] lr: 1.360e-01, eta: 6 days, 12:41:21, time: 1.443, data_time: 0.005, memory: 16628, top1_acc: 0.3522, top5_acc: 0.6022, loss_cls: 2.9930, loss: 2.9930, grad_norm: 1.8693 2021-01-22 22:11:26,739 - mmaction - INFO - Epoch [99][920/2147] lr: 1.360e-01, eta: 6 days, 12:40:51, time: 1.752, data_time: 0.002, memory: 16628, top1_acc: 0.3491, top5_acc: 0.6138, loss_cls: 2.9115, loss: 2.9115, grad_norm: 1.8915 2021-01-22 22:11:58,262 - mmaction - INFO - Epoch [99][940/2147] lr: 1.360e-01, eta: 6 days, 12:40:15, time: 1.577, data_time: 0.007, memory: 16628, top1_acc: 0.3536, top5_acc: 0.6107, loss_cls: 2.9113, loss: 2.9113, grad_norm: 1.9205 2021-01-22 22:12:35,223 - mmaction - INFO - Epoch [99][960/2147] lr: 1.360e-01, eta: 6 days, 12:39:47, time: 1.846, data_time: 0.007, memory: 16628, top1_acc: 0.3433, top5_acc: 0.6071, loss_cls: 2.9500, loss: 2.9500, grad_norm: 1.8990 2021-01-22 22:13:05,350 - mmaction - INFO - Epoch [99][980/2147] lr: 1.360e-01, eta: 6 days, 12:39:08, time: 1.505, data_time: 0.007, memory: 16628, top1_acc: 0.3594, top5_acc: 0.6196, loss_cls: 2.9220, loss: 2.9220, grad_norm: 1.8478 2021-01-22 22:13:35,780 - mmaction - INFO - Epoch [99][1000/2147] lr: 1.360e-01, eta: 6 days, 12:38:30, time: 1.523, data_time: 0.005, memory: 16628, top1_acc: 0.3513, top5_acc: 0.6196, loss_cls: 2.9148, loss: 2.9148, grad_norm: 1.8979 2021-01-22 22:14:06,304 - mmaction - INFO - Epoch [99][1020/2147] lr: 1.360e-01, eta: 6 days, 12:37:53, time: 1.526, data_time: 0.006, memory: 16628, top1_acc: 0.3518, top5_acc: 0.6058, loss_cls: 2.9940, loss: 2.9940, grad_norm: 1.8954 2021-01-22 22:14:36,860 - mmaction - INFO - Epoch [99][1040/2147] lr: 1.360e-01, eta: 6 days, 12:37:15, time: 1.530, data_time: 0.009, memory: 16628, top1_acc: 0.3460, top5_acc: 0.6058, loss_cls: 2.9494, loss: 2.9494, grad_norm: 1.9222 2021-01-22 22:15:05,720 - mmaction - INFO - Epoch [99][1060/2147] lr: 1.360e-01, eta: 6 days, 12:36:34, time: 1.436, data_time: 0.002, memory: 16628, top1_acc: 0.3424, top5_acc: 0.5813, loss_cls: 3.0239, loss: 3.0239, grad_norm: 1.8322 2021-01-22 22:15:34,758 - mmaction - INFO - Epoch [99][1080/2147] lr: 1.360e-01, eta: 6 days, 12:35:54, time: 1.459, data_time: 0.010, memory: 16628, top1_acc: 0.3500, top5_acc: 0.5960, loss_cls: 2.9358, loss: 2.9358, grad_norm: 1.8638 2021-01-22 22:16:05,269 - mmaction - INFO - Epoch [99][1100/2147] lr: 1.360e-01, eta: 6 days, 12:35:16, time: 1.524, data_time: 0.003, memory: 16628, top1_acc: 0.3679, top5_acc: 0.6308, loss_cls: 2.8480, loss: 2.8480, grad_norm: 1.8654 2021-01-22 22:16:36,116 - mmaction - INFO - Epoch [99][1120/2147] lr: 1.360e-01, eta: 6 days, 12:34:39, time: 1.543, data_time: 0.003, memory: 16628, top1_acc: 0.3554, top5_acc: 0.6049, loss_cls: 2.9337, loss: 2.9337, grad_norm: 1.8759 2021-01-22 22:17:06,616 - mmaction - INFO - Epoch [99][1140/2147] lr: 1.360e-01, eta: 6 days, 12:34:01, time: 1.525, data_time: 0.004, memory: 16628, top1_acc: 0.3545, top5_acc: 0.6165, loss_cls: 2.9343, loss: 2.9343, grad_norm: 1.8799 2021-01-22 22:17:36,143 - mmaction - INFO - Epoch [99][1160/2147] lr: 1.360e-01, eta: 6 days, 12:33:22, time: 1.478, data_time: 0.004, memory: 16628, top1_acc: 0.3696, top5_acc: 0.6170, loss_cls: 2.8715, loss: 2.8715, grad_norm: 1.8772 2021-01-22 22:18:05,345 - mmaction - INFO - Epoch [99][1180/2147] lr: 1.360e-01, eta: 6 days, 12:32:42, time: 1.460, data_time: 0.005, memory: 16628, top1_acc: 0.3522, top5_acc: 0.6040, loss_cls: 2.9539, loss: 2.9539, grad_norm: 1.8878 2021-01-22 22:18:34,795 - mmaction - INFO - Epoch [99][1200/2147] lr: 1.360e-01, eta: 6 days, 12:32:02, time: 1.472, data_time: 0.002, memory: 16628, top1_acc: 0.3665, top5_acc: 0.6290, loss_cls: 2.8511, loss: 2.8511, grad_norm: 1.8838 2021-01-22 22:19:06,250 - mmaction - INFO - Epoch [99][1220/2147] lr: 1.360e-01, eta: 6 days, 12:31:26, time: 1.573, data_time: 0.003, memory: 16628, top1_acc: 0.3558, top5_acc: 0.6165, loss_cls: 2.9142, loss: 2.9142, grad_norm: 1.8950 2021-01-22 22:19:37,905 - mmaction - INFO - Epoch [99][1240/2147] lr: 1.360e-01, eta: 6 days, 12:30:50, time: 1.582, data_time: 0.005, memory: 16628, top1_acc: 0.3656, top5_acc: 0.6250, loss_cls: 2.8815, loss: 2.8815, grad_norm: 1.8902 2021-01-22 22:20:06,827 - mmaction - INFO - Epoch [99][1260/2147] lr: 1.360e-01, eta: 6 days, 12:30:09, time: 1.447, data_time: 0.005, memory: 16628, top1_acc: 0.3455, top5_acc: 0.5955, loss_cls: 2.9716, loss: 2.9716, grad_norm: 1.8874 2021-01-22 22:20:37,398 - mmaction - INFO - Epoch [99][1280/2147] lr: 1.360e-01, eta: 6 days, 12:29:31, time: 1.526, data_time: 0.010, memory: 16628, top1_acc: 0.3549, top5_acc: 0.6112, loss_cls: 2.9444, loss: 2.9444, grad_norm: 1.9117 2021-01-22 22:21:06,757 - mmaction - INFO - Epoch [99][1300/2147] lr: 1.360e-01, eta: 6 days, 12:28:52, time: 1.468, data_time: 0.013, memory: 16628, top1_acc: 0.3545, top5_acc: 0.6152, loss_cls: 2.8699, loss: 2.8699, grad_norm: 1.8636 2021-01-22 22:21:48,065 - mmaction - INFO - Epoch [99][1320/2147] lr: 1.360e-01, eta: 6 days, 12:28:31, time: 2.061, data_time: 0.007, memory: 16628, top1_acc: 0.3433, top5_acc: 0.6089, loss_cls: 2.9655, loss: 2.9655, grad_norm: 1.8876 2021-01-22 22:22:17,239 - mmaction - INFO - Epoch [99][1340/2147] lr: 1.360e-01, eta: 6 days, 12:27:51, time: 1.465, data_time: 0.016, memory: 16628, top1_acc: 0.3603, top5_acc: 0.6143, loss_cls: 2.8958, loss: 2.8958, grad_norm: 1.8627 2021-01-22 22:22:49,049 - mmaction - INFO - Epoch [99][1360/2147] lr: 1.360e-01, eta: 6 days, 12:27:15, time: 1.589, data_time: 0.004, memory: 16628, top1_acc: 0.3612, top5_acc: 0.6013, loss_cls: 2.9638, loss: 2.9638, grad_norm: 1.8803 2021-01-22 22:23:17,646 - mmaction - INFO - Epoch [99][1380/2147] lr: 1.360e-01, eta: 6 days, 12:26:34, time: 1.430, data_time: 0.005, memory: 16628, top1_acc: 0.3732, top5_acc: 0.6071, loss_cls: 2.9336, loss: 2.9336, grad_norm: 1.8843 2021-01-22 22:23:48,285 - mmaction - INFO - Epoch [99][1400/2147] lr: 1.360e-01, eta: 6 days, 12:25:57, time: 1.531, data_time: 0.010, memory: 16628, top1_acc: 0.3665, top5_acc: 0.6246, loss_cls: 2.8981, loss: 2.8981, grad_norm: 1.9046 2021-01-22 22:24:18,114 - mmaction - INFO - Epoch [99][1420/2147] lr: 1.360e-01, eta: 6 days, 12:25:18, time: 1.493, data_time: 0.006, memory: 16628, top1_acc: 0.3464, top5_acc: 0.5938, loss_cls: 2.9971, loss: 2.9971, grad_norm: 1.9294 2021-01-22 22:24:47,223 - mmaction - INFO - Epoch [99][1440/2147] lr: 1.360e-01, eta: 6 days, 12:24:38, time: 1.456, data_time: 0.005, memory: 16628, top1_acc: 0.3335, top5_acc: 0.5982, loss_cls: 3.0066, loss: 3.0066, grad_norm: 1.8907 2021-01-22 22:25:17,204 - mmaction - INFO - Epoch [99][1460/2147] lr: 1.360e-01, eta: 6 days, 12:23:59, time: 1.497, data_time: 0.006, memory: 16628, top1_acc: 0.3522, top5_acc: 0.5799, loss_cls: 3.0307, loss: 3.0307, grad_norm: 1.8369 2021-01-22 22:25:47,942 - mmaction - INFO - Epoch [99][1480/2147] lr: 1.360e-01, eta: 6 days, 12:23:21, time: 1.534, data_time: 0.019, memory: 16628, top1_acc: 0.3531, top5_acc: 0.6067, loss_cls: 2.9353, loss: 2.9353, grad_norm: 1.9390 2021-01-22 22:26:17,711 - mmaction - INFO - Epoch [99][1500/2147] lr: 1.360e-01, eta: 6 days, 12:22:43, time: 1.491, data_time: 0.015, memory: 16628, top1_acc: 0.3522, top5_acc: 0.5929, loss_cls: 2.9973, loss: 2.9973, grad_norm: 1.9082 2021-01-22 22:26:48,903 - mmaction - INFO - Epoch [99][1520/2147] lr: 1.360e-01, eta: 6 days, 12:22:06, time: 1.562, data_time: 0.016, memory: 16628, top1_acc: 0.3366, top5_acc: 0.5920, loss_cls: 2.9857, loss: 2.9857, grad_norm: 1.8808 2021-01-22 22:27:22,861 - mmaction - INFO - Epoch [99][1540/2147] lr: 1.360e-01, eta: 6 days, 12:21:34, time: 1.699, data_time: 0.006, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6268, loss_cls: 2.8216, loss: 2.8216, grad_norm: 1.8634 2021-01-22 22:27:54,612 - mmaction - INFO - Epoch [99][1560/2147] lr: 1.360e-01, eta: 6 days, 12:20:58, time: 1.586, data_time: 0.003, memory: 16628, top1_acc: 0.3768, top5_acc: 0.6317, loss_cls: 2.8695, loss: 2.8695, grad_norm: 1.9098 2021-01-22 22:28:24,596 - mmaction - INFO - Epoch [99][1580/2147] lr: 1.360e-01, eta: 6 days, 12:20:19, time: 1.499, data_time: 0.006, memory: 16628, top1_acc: 0.3558, top5_acc: 0.6161, loss_cls: 2.9169, loss: 2.9169, grad_norm: 1.8990 2021-01-22 22:28:56,538 - mmaction - INFO - Epoch [99][1600/2147] lr: 1.360e-01, eta: 6 days, 12:19:43, time: 1.597, data_time: 0.014, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6134, loss_cls: 2.8785, loss: 2.8785, grad_norm: 1.8419 2021-01-22 22:29:26,932 - mmaction - INFO - Epoch [99][1620/2147] lr: 1.360e-01, eta: 6 days, 12:19:05, time: 1.518, data_time: 0.009, memory: 16628, top1_acc: 0.3580, top5_acc: 0.6004, loss_cls: 2.9423, loss: 2.9423, grad_norm: 1.9350 2021-01-22 22:29:55,908 - mmaction - INFO - Epoch [99][1640/2147] lr: 1.360e-01, eta: 6 days, 12:18:25, time: 1.452, data_time: 0.008, memory: 16628, top1_acc: 0.3460, top5_acc: 0.5826, loss_cls: 3.0361, loss: 3.0361, grad_norm: 1.9099 2021-01-22 22:30:26,819 - mmaction - INFO - Epoch [99][1660/2147] lr: 1.360e-01, eta: 6 days, 12:17:48, time: 1.544, data_time: 0.003, memory: 16628, top1_acc: 0.3460, top5_acc: 0.6071, loss_cls: 2.9786, loss: 2.9786, grad_norm: 1.8769 2021-01-22 22:30:57,005 - mmaction - INFO - Epoch [99][1680/2147] lr: 1.360e-01, eta: 6 days, 12:17:10, time: 1.510, data_time: 0.006, memory: 16628, top1_acc: 0.3357, top5_acc: 0.5929, loss_cls: 3.0389, loss: 3.0389, grad_norm: 1.8671 2021-01-22 22:31:25,796 - mmaction - INFO - Epoch [99][1700/2147] lr: 1.360e-01, eta: 6 days, 12:16:29, time: 1.439, data_time: 0.004, memory: 16628, top1_acc: 0.3522, top5_acc: 0.6031, loss_cls: 2.9528, loss: 2.9528, grad_norm: 1.8704 2021-01-22 22:31:55,143 - mmaction - INFO - Epoch [99][1720/2147] lr: 1.360e-01, eta: 6 days, 12:15:49, time: 1.470, data_time: 0.006, memory: 16628, top1_acc: 0.3442, top5_acc: 0.5906, loss_cls: 3.0000, loss: 3.0000, grad_norm: 1.8614 2021-01-22 22:32:25,911 - mmaction - INFO - Epoch [99][1740/2147] lr: 1.360e-01, eta: 6 days, 12:15:12, time: 1.531, data_time: 0.002, memory: 16628, top1_acc: 0.3612, top5_acc: 0.6165, loss_cls: 2.8940, loss: 2.8940, grad_norm: 1.8347 2021-01-22 22:32:55,051 - mmaction - INFO - Epoch [99][1760/2147] lr: 1.360e-01, eta: 6 days, 12:14:32, time: 1.464, data_time: 0.013, memory: 16628, top1_acc: 0.3460, top5_acc: 0.5973, loss_cls: 2.9693, loss: 2.9693, grad_norm: 1.9151 2021-01-22 22:33:27,418 - mmaction - INFO - Epoch [99][1780/2147] lr: 1.360e-01, eta: 6 days, 12:13:57, time: 1.618, data_time: 0.004, memory: 16628, top1_acc: 0.3536, top5_acc: 0.6107, loss_cls: 2.9068, loss: 2.9068, grad_norm: 1.8505 2021-01-22 22:33:56,751 - mmaction - INFO - Epoch [99][1800/2147] lr: 1.360e-01, eta: 6 days, 12:13:17, time: 1.466, data_time: 0.003, memory: 16628, top1_acc: 0.3330, top5_acc: 0.5933, loss_cls: 3.0069, loss: 3.0069, grad_norm: 1.9259 2021-01-22 22:34:26,431 - mmaction - INFO - Epoch [99][1820/2147] lr: 1.360e-01, eta: 6 days, 12:12:38, time: 1.483, data_time: 0.007, memory: 16628, top1_acc: 0.3482, top5_acc: 0.5982, loss_cls: 2.9448, loss: 2.9448, grad_norm: 1.8893 2021-01-22 22:34:58,989 - mmaction - INFO - Epoch [99][1840/2147] lr: 1.360e-01, eta: 6 days, 12:12:04, time: 1.629, data_time: 0.006, memory: 16628, top1_acc: 0.3491, top5_acc: 0.5964, loss_cls: 2.9698, loss: 2.9698, grad_norm: 1.8914 2021-01-22 22:35:28,996 - mmaction - INFO - Epoch [99][1860/2147] lr: 1.360e-01, eta: 6 days, 12:11:25, time: 1.497, data_time: 0.004, memory: 16628, top1_acc: 0.3580, top5_acc: 0.5946, loss_cls: 2.9613, loss: 2.9613, grad_norm: 1.8317 2021-01-22 22:35:59,305 - mmaction - INFO - Epoch [99][1880/2147] lr: 1.360e-01, eta: 6 days, 12:10:47, time: 1.516, data_time: 0.005, memory: 16628, top1_acc: 0.3562, top5_acc: 0.6192, loss_cls: 2.9165, loss: 2.9165, grad_norm: 1.8877 2021-01-22 22:36:29,786 - mmaction - INFO - Epoch [99][1900/2147] lr: 1.360e-01, eta: 6 days, 12:10:09, time: 1.525, data_time: 0.006, memory: 16628, top1_acc: 0.3612, top5_acc: 0.6129, loss_cls: 2.9138, loss: 2.9138, grad_norm: 1.9123 2021-01-22 22:37:08,127 - mmaction - INFO - Epoch [99][1920/2147] lr: 1.360e-01, eta: 6 days, 12:09:44, time: 1.917, data_time: 0.010, memory: 16628, top1_acc: 0.3580, top5_acc: 0.6147, loss_cls: 2.9086, loss: 2.9086, grad_norm: 1.8941 2021-01-22 22:37:36,712 - mmaction - INFO - Epoch [99][1940/2147] lr: 1.360e-01, eta: 6 days, 12:09:03, time: 1.432, data_time: 0.007, memory: 16628, top1_acc: 0.3424, top5_acc: 0.5942, loss_cls: 2.9998, loss: 2.9998, grad_norm: 1.9282 2021-01-22 22:38:06,034 - mmaction - INFO - Epoch [99][1960/2147] lr: 1.360e-01, eta: 6 days, 12:08:23, time: 1.463, data_time: 0.003, memory: 16628, top1_acc: 0.3460, top5_acc: 0.6112, loss_cls: 2.9315, loss: 2.9315, grad_norm: 1.8353 2021-01-22 22:38:34,898 - mmaction - INFO - Epoch [99][1980/2147] lr: 1.360e-01, eta: 6 days, 12:07:43, time: 1.445, data_time: 0.006, memory: 16628, top1_acc: 0.3482, top5_acc: 0.6138, loss_cls: 2.9244, loss: 2.9244, grad_norm: 1.8782 2021-01-22 22:39:06,151 - mmaction - INFO - Epoch [99][2000/2147] lr: 1.360e-01, eta: 6 days, 12:07:06, time: 1.551, data_time: 0.004, memory: 16628, top1_acc: 0.3478, top5_acc: 0.5973, loss_cls: 2.9566, loss: 2.9566, grad_norm: 1.9185 2021-01-22 22:39:38,888 - mmaction - INFO - Epoch [99][2020/2147] lr: 1.360e-01, eta: 6 days, 12:06:32, time: 1.648, data_time: 0.015, memory: 16628, top1_acc: 0.3375, top5_acc: 0.5902, loss_cls: 3.0020, loss: 3.0020, grad_norm: 1.9028 2021-01-22 22:40:09,662 - mmaction - INFO - Epoch [99][2040/2147] lr: 1.360e-01, eta: 6 days, 12:05:54, time: 1.537, data_time: 0.003, memory: 16628, top1_acc: 0.3491, top5_acc: 0.6071, loss_cls: 2.9687, loss: 2.9687, grad_norm: 1.8842 2021-01-22 22:40:38,302 - mmaction - INFO - Epoch [99][2060/2147] lr: 1.360e-01, eta: 6 days, 12:05:13, time: 1.434, data_time: 0.006, memory: 16628, top1_acc: 0.3379, top5_acc: 0.5848, loss_cls: 3.0214, loss: 3.0214, grad_norm: 1.8658 2021-01-22 22:41:06,961 - mmaction - INFO - Epoch [99][2080/2147] lr: 1.360e-01, eta: 6 days, 12:04:33, time: 1.433, data_time: 0.003, memory: 16628, top1_acc: 0.3406, top5_acc: 0.6080, loss_cls: 2.9793, loss: 2.9793, grad_norm: 1.8736 2021-01-22 22:41:35,481 - mmaction - INFO - Epoch [99][2100/2147] lr: 1.360e-01, eta: 6 days, 12:03:52, time: 1.425, data_time: 0.002, memory: 16628, top1_acc: 0.3415, top5_acc: 0.5866, loss_cls: 2.9787, loss: 2.9787, grad_norm: 1.9059 2021-01-22 22:42:07,651 - mmaction - INFO - Epoch [99][2120/2147] lr: 1.360e-01, eta: 6 days, 12:03:17, time: 1.609, data_time: 0.005, memory: 16628, top1_acc: 0.3455, top5_acc: 0.5924, loss_cls: 3.0132, loss: 3.0132, grad_norm: 1.9425 2021-01-22 22:42:36,573 - mmaction - INFO - Epoch [99][2140/2147] lr: 1.360e-01, eta: 6 days, 12:02:36, time: 1.439, data_time: 0.003, memory: 16628, top1_acc: 0.3594, top5_acc: 0.6004, loss_cls: 2.9564, loss: 2.9564, grad_norm: 1.8561 2021-01-22 22:48:02,421 - mmaction - INFO - Epoch [100][20/2147] lr: 1.348e-01, eta: 6 days, 12:08:36, time: 15.023, data_time: 13.505, memory: 16628, top1_acc: 0.3482, top5_acc: 0.6036, loss_cls: 2.9298, loss: 2.9298, grad_norm: 1.9027 2021-01-22 22:48:31,615 - mmaction - INFO - Epoch [100][40/2147] lr: 1.348e-01, eta: 6 days, 12:07:56, time: 1.459, data_time: 0.007, memory: 16628, top1_acc: 0.3719, top5_acc: 0.6299, loss_cls: 2.8299, loss: 2.8299, grad_norm: 1.8673 2021-01-22 22:49:02,190 - mmaction - INFO - Epoch [100][60/2147] lr: 1.348e-01, eta: 6 days, 12:07:18, time: 1.525, data_time: 0.018, memory: 16628, top1_acc: 0.3705, top5_acc: 0.6188, loss_cls: 2.8891, loss: 2.8891, grad_norm: 1.8651 2021-01-22 22:49:33,888 - mmaction - INFO - Epoch [100][80/2147] lr: 1.348e-01, eta: 6 days, 12:06:42, time: 1.588, data_time: 0.009, memory: 16628, top1_acc: 0.3777, top5_acc: 0.6125, loss_cls: 2.8602, loss: 2.8602, grad_norm: 1.8646 2021-01-22 22:50:03,387 - mmaction - INFO - Epoch [100][100/2147] lr: 1.348e-01, eta: 6 days, 12:06:03, time: 1.475, data_time: 0.009, memory: 16628, top1_acc: 0.3571, top5_acc: 0.6085, loss_cls: 2.8926, loss: 2.8926, grad_norm: 1.8678 2021-01-22 22:50:32,147 - mmaction - INFO - Epoch [100][120/2147] lr: 1.348e-01, eta: 6 days, 12:05:22, time: 1.442, data_time: 0.006, memory: 16628, top1_acc: 0.3531, top5_acc: 0.6170, loss_cls: 2.8925, loss: 2.8925, grad_norm: 1.9213 2021-01-22 22:51:01,152 - mmaction - INFO - Epoch [100][140/2147] lr: 1.348e-01, eta: 6 days, 12:04:42, time: 1.449, data_time: 0.002, memory: 16628, top1_acc: 0.3768, top5_acc: 0.6201, loss_cls: 2.8414, loss: 2.8414, grad_norm: 1.8764 2021-01-22 22:51:34,423 - mmaction - INFO - Epoch [100][160/2147] lr: 1.348e-01, eta: 6 days, 12:04:09, time: 1.665, data_time: 0.003, memory: 16628, top1_acc: 0.3527, top5_acc: 0.6138, loss_cls: 2.9293, loss: 2.9293, grad_norm: 1.9690 2021-01-22 22:52:07,849 - mmaction - INFO - Epoch [100][180/2147] lr: 1.348e-01, eta: 6 days, 12:03:35, time: 1.662, data_time: 0.009, memory: 16628, top1_acc: 0.3558, top5_acc: 0.6040, loss_cls: 2.9325, loss: 2.9325, grad_norm: 1.9165 2021-01-22 22:52:39,406 - mmaction - INFO - Epoch [100][200/2147] lr: 1.348e-01, eta: 6 days, 12:02:59, time: 1.587, data_time: 0.022, memory: 16628, top1_acc: 0.3531, top5_acc: 0.6129, loss_cls: 2.9190, loss: 2.9190, grad_norm: 1.8969 2021-01-22 22:53:09,661 - mmaction - INFO - Epoch [100][220/2147] lr: 1.348e-01, eta: 6 days, 12:02:21, time: 1.511, data_time: 0.005, memory: 16628, top1_acc: 0.3545, top5_acc: 0.6022, loss_cls: 2.9770, loss: 2.9770, grad_norm: 1.8839 2021-01-22 22:53:38,625 - mmaction - INFO - Epoch [100][240/2147] lr: 1.348e-01, eta: 6 days, 12:01:41, time: 1.451, data_time: 0.012, memory: 16628, top1_acc: 0.3647, top5_acc: 0.6103, loss_cls: 2.8953, loss: 2.8953, grad_norm: 1.8667 2021-01-22 22:54:07,632 - mmaction - INFO - Epoch [100][260/2147] lr: 1.348e-01, eta: 6 days, 12:01:00, time: 1.450, data_time: 0.003, memory: 16628, top1_acc: 0.3674, top5_acc: 0.6277, loss_cls: 2.8161, loss: 2.8161, grad_norm: 1.8956 2021-01-22 22:54:36,625 - mmaction - INFO - Epoch [100][280/2147] lr: 1.348e-01, eta: 6 days, 12:00:20, time: 1.448, data_time: 0.002, memory: 16628, top1_acc: 0.3362, top5_acc: 0.6054, loss_cls: 2.9947, loss: 2.9947, grad_norm: 1.9415 2021-01-22 22:55:06,900 - mmaction - INFO - Epoch [100][300/2147] lr: 1.348e-01, eta: 6 days, 11:59:42, time: 1.515, data_time: 0.003, memory: 16628, top1_acc: 0.3670, top5_acc: 0.6188, loss_cls: 2.9034, loss: 2.9034, grad_norm: 1.8901 2021-01-22 22:55:37,001 - mmaction - INFO - Epoch [100][320/2147] lr: 1.348e-01, eta: 6 days, 11:59:03, time: 1.502, data_time: 0.002, memory: 16628, top1_acc: 0.3496, top5_acc: 0.6049, loss_cls: 2.9441, loss: 2.9441, grad_norm: 1.8643 2021-01-22 22:56:08,563 - mmaction - INFO - Epoch [100][340/2147] lr: 1.348e-01, eta: 6 days, 11:58:27, time: 1.581, data_time: 0.006, memory: 16628, top1_acc: 0.3567, top5_acc: 0.6058, loss_cls: 2.8973, loss: 2.8973, grad_norm: 1.9179 2021-01-22 22:56:37,675 - mmaction - INFO - Epoch [100][360/2147] lr: 1.348e-01, eta: 6 days, 11:57:47, time: 1.456, data_time: 0.003, memory: 16628, top1_acc: 0.3656, top5_acc: 0.5915, loss_cls: 2.9738, loss: 2.9738, grad_norm: 1.8972 2021-01-22 22:57:16,935 - mmaction - INFO - Epoch [100][380/2147] lr: 1.348e-01, eta: 6 days, 11:57:23, time: 1.956, data_time: 0.003, memory: 16628, top1_acc: 0.3732, top5_acc: 0.6089, loss_cls: 2.9077, loss: 2.9077, grad_norm: 1.8372 2021-01-22 22:57:48,640 - mmaction - INFO - Epoch [100][400/2147] lr: 1.348e-01, eta: 6 days, 11:56:47, time: 1.593, data_time: 0.017, memory: 16628, top1_acc: 0.3518, top5_acc: 0.6085, loss_cls: 2.9285, loss: 2.9285, grad_norm: 1.9092 2021-01-22 22:58:18,827 - mmaction - INFO - Epoch [100][420/2147] lr: 1.348e-01, eta: 6 days, 11:56:09, time: 1.506, data_time: 0.005, memory: 16628, top1_acc: 0.3728, top5_acc: 0.6241, loss_cls: 2.8330, loss: 2.8330, grad_norm: 1.8767 2021-01-22 22:58:47,863 - mmaction - INFO - Epoch [100][440/2147] lr: 1.348e-01, eta: 6 days, 11:55:29, time: 1.454, data_time: 0.007, memory: 16628, top1_acc: 0.3536, top5_acc: 0.5960, loss_cls: 2.9202, loss: 2.9202, grad_norm: 1.8727 2021-01-22 22:59:17,100 - mmaction - INFO - Epoch [100][460/2147] lr: 1.348e-01, eta: 6 days, 11:54:49, time: 1.462, data_time: 0.004, memory: 16628, top1_acc: 0.3634, top5_acc: 0.6121, loss_cls: 2.8906, loss: 2.8906, grad_norm: 1.8919 2021-01-22 22:59:46,328 - mmaction - INFO - Epoch [100][480/2147] lr: 1.348e-01, eta: 6 days, 11:54:09, time: 1.460, data_time: 0.002, memory: 16628, top1_acc: 0.3621, top5_acc: 0.6250, loss_cls: 2.8643, loss: 2.8643, grad_norm: 1.9268 2021-01-22 23:00:15,189 - mmaction - INFO - Epoch [100][500/2147] lr: 1.348e-01, eta: 6 days, 11:53:29, time: 1.442, data_time: 0.005, memory: 16628, top1_acc: 0.3504, top5_acc: 0.5987, loss_cls: 2.9687, loss: 2.9687, grad_norm: 1.9342 2021-01-22 23:00:44,097 - mmaction - INFO - Epoch [100][520/2147] lr: 1.348e-01, eta: 6 days, 11:52:48, time: 1.446, data_time: 0.007, memory: 16628, top1_acc: 0.3464, top5_acc: 0.6040, loss_cls: 2.9471, loss: 2.9471, grad_norm: 1.9078 2021-01-22 23:01:15,067 - mmaction - INFO - Epoch [100][540/2147] lr: 1.348e-01, eta: 6 days, 11:52:11, time: 1.546, data_time: 0.005, memory: 16628, top1_acc: 0.3496, top5_acc: 0.6129, loss_cls: 2.9144, loss: 2.9144, grad_norm: 1.9057 2021-01-22 23:01:47,459 - mmaction - INFO - Epoch [100][560/2147] lr: 1.348e-01, eta: 6 days, 11:51:36, time: 1.624, data_time: 0.086, memory: 16628, top1_acc: 0.3536, top5_acc: 0.5915, loss_cls: 2.9819, loss: 2.9819, grad_norm: 1.8742 2021-01-22 23:02:16,570 - mmaction - INFO - Epoch [100][580/2147] lr: 1.348e-01, eta: 6 days, 11:50:56, time: 1.454, data_time: 0.003, memory: 16628, top1_acc: 0.3589, top5_acc: 0.6018, loss_cls: 2.9116, loss: 2.9116, grad_norm: 1.8937 2021-01-22 23:02:47,500 - mmaction - INFO - Epoch [100][600/2147] lr: 1.348e-01, eta: 6 days, 11:50:19, time: 1.548, data_time: 0.002, memory: 16628, top1_acc: 0.3683, top5_acc: 0.6210, loss_cls: 2.8576, loss: 2.8576, grad_norm: 1.8691 2021-01-22 23:03:17,232 - mmaction - INFO - Epoch [100][620/2147] lr: 1.348e-01, eta: 6 days, 11:49:40, time: 1.486, data_time: 0.005, memory: 16628, top1_acc: 0.3388, top5_acc: 0.5844, loss_cls: 3.0153, loss: 3.0153, grad_norm: 1.9449 2021-01-22 23:03:46,759 - mmaction - INFO - Epoch [100][640/2147] lr: 1.348e-01, eta: 6 days, 11:49:01, time: 1.474, data_time: 0.003, memory: 16628, top1_acc: 0.3558, top5_acc: 0.6103, loss_cls: 2.8776, loss: 2.8776, grad_norm: 1.8880 2021-01-22 23:04:19,199 - mmaction - INFO - Epoch [100][660/2147] lr: 1.348e-01, eta: 6 days, 11:48:26, time: 1.624, data_time: 0.012, memory: 16628, top1_acc: 0.3741, top5_acc: 0.6143, loss_cls: 2.8445, loss: 2.8445, grad_norm: 1.8814 2021-01-22 23:04:50,796 - mmaction - INFO - Epoch [100][680/2147] lr: 1.348e-01, eta: 6 days, 11:47:50, time: 1.580, data_time: 0.003, memory: 16628, top1_acc: 0.3540, top5_acc: 0.6085, loss_cls: 2.9557, loss: 2.9557, grad_norm: 1.9047 2021-01-22 23:05:20,810 - mmaction - INFO - Epoch [100][700/2147] lr: 1.348e-01, eta: 6 days, 11:47:11, time: 1.497, data_time: 0.003, memory: 16628, top1_acc: 0.3549, top5_acc: 0.6156, loss_cls: 2.9294, loss: 2.9294, grad_norm: 1.9356 2021-01-22 23:05:50,044 - mmaction - INFO - Epoch [100][720/2147] lr: 1.348e-01, eta: 6 days, 11:46:31, time: 1.465, data_time: 0.007, memory: 16628, top1_acc: 0.3679, top5_acc: 0.6049, loss_cls: 2.9347, loss: 2.9347, grad_norm: 1.8874 2021-01-22 23:06:20,743 - mmaction - INFO - Epoch [100][740/2147] lr: 1.348e-01, eta: 6 days, 11:45:54, time: 1.533, data_time: 0.003, memory: 16628, top1_acc: 0.3437, top5_acc: 0.5978, loss_cls: 2.9440, loss: 2.9440, grad_norm: 1.8865 2021-01-22 23:06:52,380 - mmaction - INFO - Epoch [100][760/2147] lr: 1.348e-01, eta: 6 days, 11:45:18, time: 1.583, data_time: 0.004, memory: 16628, top1_acc: 0.3424, top5_acc: 0.5982, loss_cls: 2.9466, loss: 2.9466, grad_norm: 1.8952 2021-01-22 23:07:21,285 - mmaction - INFO - Epoch [100][780/2147] lr: 1.348e-01, eta: 6 days, 11:44:37, time: 1.444, data_time: 0.006, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6397, loss_cls: 2.8046, loss: 2.8046, grad_norm: 1.8840 2021-01-22 23:07:52,218 - mmaction - INFO - Epoch [100][800/2147] lr: 1.348e-01, eta: 6 days, 11:44:00, time: 1.544, data_time: 0.003, memory: 16628, top1_acc: 0.3451, top5_acc: 0.6205, loss_cls: 2.9519, loss: 2.9519, grad_norm: 1.9172 2021-01-22 23:08:21,147 - mmaction - INFO - Epoch [100][820/2147] lr: 1.348e-01, eta: 6 days, 11:43:20, time: 1.448, data_time: 0.007, memory: 16628, top1_acc: 0.3518, top5_acc: 0.6125, loss_cls: 2.9589, loss: 2.9589, grad_norm: 1.8923 2021-01-22 23:08:57,456 - mmaction - INFO - Epoch [100][840/2147] lr: 1.348e-01, eta: 6 days, 11:42:51, time: 1.812, data_time: 0.011, memory: 16628, top1_acc: 0.3527, top5_acc: 0.6107, loss_cls: 2.9436, loss: 2.9436, grad_norm: 1.8945 2021-01-22 23:09:30,348 - mmaction - INFO - Epoch [100][860/2147] lr: 1.348e-01, eta: 6 days, 11:42:17, time: 1.642, data_time: 0.010, memory: 16628, top1_acc: 0.3772, top5_acc: 0.6196, loss_cls: 2.8458, loss: 2.8458, grad_norm: 1.8810 2021-01-22 23:10:03,117 - mmaction - INFO - Epoch [100][880/2147] lr: 1.348e-01, eta: 6 days, 11:41:43, time: 1.646, data_time: 0.012, memory: 16628, top1_acc: 0.3679, top5_acc: 0.6219, loss_cls: 2.9033, loss: 2.9033, grad_norm: 1.9199 2021-01-22 23:10:32,995 - mmaction - INFO - Epoch [100][900/2147] lr: 1.348e-01, eta: 6 days, 11:41:04, time: 1.487, data_time: 0.010, memory: 16628, top1_acc: 0.3621, top5_acc: 0.6228, loss_cls: 2.8321, loss: 2.8321, grad_norm: 1.8874 2021-01-22 23:11:01,886 - mmaction - INFO - Epoch [100][920/2147] lr: 1.348e-01, eta: 6 days, 11:40:24, time: 1.452, data_time: 0.009, memory: 16628, top1_acc: 0.3375, top5_acc: 0.5987, loss_cls: 2.9529, loss: 2.9529, grad_norm: 1.9180 2021-01-22 23:11:34,458 - mmaction - INFO - Epoch [100][940/2147] lr: 1.348e-01, eta: 6 days, 11:39:49, time: 1.628, data_time: 0.002, memory: 16628, top1_acc: 0.3500, top5_acc: 0.6049, loss_cls: 2.9669, loss: 2.9669, grad_norm: 1.9533 2021-01-22 23:12:09,975 - mmaction - INFO - Epoch [100][960/2147] lr: 1.348e-01, eta: 6 days, 11:39:19, time: 1.775, data_time: 0.005, memory: 16628, top1_acc: 0.3643, top5_acc: 0.6129, loss_cls: 2.8994, loss: 2.8994, grad_norm: 1.9637 2021-01-22 23:12:39,337 - mmaction - INFO - Epoch [100][980/2147] lr: 1.348e-01, eta: 6 days, 11:38:40, time: 1.468, data_time: 0.005, memory: 16628, top1_acc: 0.3442, top5_acc: 0.6116, loss_cls: 2.9232, loss: 2.9232, grad_norm: 1.9437 2021-01-22 23:13:08,169 - mmaction - INFO - Epoch [100][1000/2147] lr: 1.348e-01, eta: 6 days, 11:37:59, time: 1.444, data_time: 0.009, memory: 16628, top1_acc: 0.3531, top5_acc: 0.6089, loss_cls: 2.9468, loss: 2.9468, grad_norm: 1.9365 2021-01-22 23:13:39,417 - mmaction - INFO - Epoch [100][1020/2147] lr: 1.348e-01, eta: 6 days, 11:37:23, time: 1.562, data_time: 0.003, memory: 16628, top1_acc: 0.3562, top5_acc: 0.6112, loss_cls: 2.9581, loss: 2.9581, grad_norm: 1.9093 2021-01-22 23:14:08,407 - mmaction - INFO - Epoch [100][1040/2147] lr: 1.348e-01, eta: 6 days, 11:36:43, time: 1.449, data_time: 0.002, memory: 16628, top1_acc: 0.3585, top5_acc: 0.6121, loss_cls: 2.9436, loss: 2.9436, grad_norm: 1.8722 2021-01-22 23:14:41,790 - mmaction - INFO - Epoch [100][1060/2147] lr: 1.348e-01, eta: 6 days, 11:36:09, time: 1.659, data_time: 0.011, memory: 16628, top1_acc: 0.3500, top5_acc: 0.6058, loss_cls: 2.9577, loss: 2.9577, grad_norm: 1.8743 2021-01-22 23:15:10,868 - mmaction - INFO - Epoch [100][1080/2147] lr: 1.348e-01, eta: 6 days, 11:35:29, time: 1.463, data_time: 0.020, memory: 16628, top1_acc: 0.3451, top5_acc: 0.6138, loss_cls: 2.9234, loss: 2.9234, grad_norm: 1.8975 2021-01-22 23:15:39,922 - mmaction - INFO - Epoch [100][1100/2147] lr: 1.348e-01, eta: 6 days, 11:34:49, time: 1.454, data_time: 0.009, memory: 16628, top1_acc: 0.3554, top5_acc: 0.6121, loss_cls: 2.9533, loss: 2.9533, grad_norm: 1.9040 2021-01-22 23:16:08,771 - mmaction - INFO - Epoch [100][1120/2147] lr: 1.348e-01, eta: 6 days, 11:34:09, time: 1.439, data_time: 0.004, memory: 16628, top1_acc: 0.3379, top5_acc: 0.6009, loss_cls: 2.9568, loss: 2.9568, grad_norm: 1.8814 2021-01-22 23:16:50,085 - mmaction - INFO - Epoch [100][1140/2147] lr: 1.348e-01, eta: 6 days, 11:33:48, time: 2.061, data_time: 0.017, memory: 16628, top1_acc: 0.3312, top5_acc: 0.6004, loss_cls: 2.9858, loss: 2.9858, grad_norm: 1.8515 2021-01-22 23:17:20,670 - mmaction - INFO - Epoch [100][1160/2147] lr: 1.348e-01, eta: 6 days, 11:33:10, time: 1.533, data_time: 0.013, memory: 16628, top1_acc: 0.3464, top5_acc: 0.5969, loss_cls: 2.9997, loss: 2.9997, grad_norm: 1.8916 2021-01-22 23:17:49,680 - mmaction - INFO - Epoch [100][1180/2147] lr: 1.348e-01, eta: 6 days, 11:32:30, time: 1.452, data_time: 0.006, memory: 16628, top1_acc: 0.3411, top5_acc: 0.5924, loss_cls: 3.0132, loss: 3.0132, grad_norm: 1.8795 2021-01-22 23:18:19,299 - mmaction - INFO - Epoch [100][1200/2147] lr: 1.348e-01, eta: 6 days, 11:31:51, time: 1.479, data_time: 0.013, memory: 16628, top1_acc: 0.3558, top5_acc: 0.6210, loss_cls: 2.9225, loss: 2.9225, grad_norm: 1.9153 2021-01-22 23:18:49,184 - mmaction - INFO - Epoch [100][1220/2147] lr: 1.348e-01, eta: 6 days, 11:31:12, time: 1.496, data_time: 0.007, memory: 16628, top1_acc: 0.3612, top5_acc: 0.5937, loss_cls: 2.9888, loss: 2.9888, grad_norm: 1.9343 2021-01-22 23:19:20,105 - mmaction - INFO - Epoch [100][1240/2147] lr: 1.348e-01, eta: 6 days, 11:30:35, time: 1.544, data_time: 0.004, memory: 16628, top1_acc: 0.3567, top5_acc: 0.6076, loss_cls: 2.9522, loss: 2.9522, grad_norm: 1.8744 2021-01-22 23:19:51,153 - mmaction - INFO - Epoch [100][1260/2147] lr: 1.348e-01, eta: 6 days, 11:29:58, time: 1.554, data_time: 0.010, memory: 16628, top1_acc: 0.3554, top5_acc: 0.6018, loss_cls: 2.9711, loss: 2.9711, grad_norm: 1.8829 2021-01-22 23:20:23,064 - mmaction - INFO - Epoch [100][1280/2147] lr: 1.348e-01, eta: 6 days, 11:29:22, time: 1.593, data_time: 0.005, memory: 16628, top1_acc: 0.3415, top5_acc: 0.5969, loss_cls: 2.9511, loss: 2.9511, grad_norm: 1.8781 2021-01-22 23:20:53,394 - mmaction - INFO - Epoch [100][1300/2147] lr: 1.348e-01, eta: 6 days, 11:28:44, time: 1.521, data_time: 0.013, memory: 16628, top1_acc: 0.3616, top5_acc: 0.6232, loss_cls: 2.8944, loss: 2.8944, grad_norm: 1.8664 2021-01-22 23:21:22,141 - mmaction - INFO - Epoch [100][1320/2147] lr: 1.348e-01, eta: 6 days, 11:28:04, time: 1.436, data_time: 0.002, memory: 16628, top1_acc: 0.3589, top5_acc: 0.6268, loss_cls: 2.8700, loss: 2.8700, grad_norm: 1.9230 2021-01-22 23:22:01,906 - mmaction - INFO - Epoch [100][1340/2147] lr: 1.348e-01, eta: 6 days, 11:27:40, time: 1.983, data_time: 0.004, memory: 16628, top1_acc: 0.3482, top5_acc: 0.6022, loss_cls: 2.9771, loss: 2.9771, grad_norm: 1.9683 2021-01-22 23:22:34,520 - mmaction - INFO - Epoch [100][1360/2147] lr: 1.348e-01, eta: 6 days, 11:27:06, time: 1.634, data_time: 0.012, memory: 16628, top1_acc: 0.3496, top5_acc: 0.6071, loss_cls: 2.9317, loss: 2.9317, grad_norm: 1.9765 2021-01-22 23:23:06,869 - mmaction - INFO - Epoch [100][1380/2147] lr: 1.348e-01, eta: 6 days, 11:26:31, time: 1.610, data_time: 0.010, memory: 16628, top1_acc: 0.3509, top5_acc: 0.6040, loss_cls: 2.9590, loss: 2.9590, grad_norm: 1.9140 2021-01-22 23:23:36,721 - mmaction - INFO - Epoch [100][1400/2147] lr: 1.348e-01, eta: 6 days, 11:25:52, time: 1.496, data_time: 0.013, memory: 16628, top1_acc: 0.3433, top5_acc: 0.5862, loss_cls: 2.9747, loss: 2.9747, grad_norm: 1.9206 2021-01-22 23:24:05,586 - mmaction - INFO - Epoch [100][1420/2147] lr: 1.348e-01, eta: 6 days, 11:25:12, time: 1.449, data_time: 0.009, memory: 16628, top1_acc: 0.3598, top5_acc: 0.5888, loss_cls: 3.0234, loss: 3.0234, grad_norm: 1.8909 2021-01-22 23:24:36,257 - mmaction - INFO - Epoch [100][1440/2147] lr: 1.348e-01, eta: 6 days, 11:24:35, time: 1.535, data_time: 0.004, memory: 16628, top1_acc: 0.3656, top5_acc: 0.6103, loss_cls: 2.9226, loss: 2.9226, grad_norm: 1.8965 2021-01-22 23:25:05,782 - mmaction - INFO - Epoch [100][1460/2147] lr: 1.348e-01, eta: 6 days, 11:23:55, time: 1.472, data_time: 0.005, memory: 16628, top1_acc: 0.3241, top5_acc: 0.5969, loss_cls: 3.0531, loss: 3.0531, grad_norm: 1.9013 2021-01-22 23:25:38,188 - mmaction - INFO - Epoch [100][1480/2147] lr: 1.348e-01, eta: 6 days, 11:23:20, time: 1.617, data_time: 0.008, memory: 16628, top1_acc: 0.3576, top5_acc: 0.6183, loss_cls: 2.8718, loss: 2.8718, grad_norm: 1.8311 2021-01-22 23:26:07,534 - mmaction - INFO - Epoch [100][1500/2147] lr: 1.348e-01, eta: 6 days, 11:22:41, time: 1.473, data_time: 0.013, memory: 16628, top1_acc: 0.3732, top5_acc: 0.6250, loss_cls: 2.8530, loss: 2.8530, grad_norm: 1.9194 2021-01-22 23:26:45,458 - mmaction - INFO - Epoch [100][1520/2147] lr: 1.348e-01, eta: 6 days, 11:22:15, time: 1.897, data_time: 0.010, memory: 16628, top1_acc: 0.3531, top5_acc: 0.6156, loss_cls: 2.8842, loss: 2.8842, grad_norm: 1.9139 2021-01-22 23:27:13,967 - mmaction - INFO - Epoch [100][1540/2147] lr: 1.348e-01, eta: 6 days, 11:21:34, time: 1.427, data_time: 0.005, memory: 16628, top1_acc: 0.3446, top5_acc: 0.5888, loss_cls: 2.9906, loss: 2.9906, grad_norm: 1.8873 2021-01-22 23:27:43,073 - mmaction - INFO - Epoch [100][1560/2147] lr: 1.348e-01, eta: 6 days, 11:20:54, time: 1.456, data_time: 0.003, memory: 16628, top1_acc: 0.3509, top5_acc: 0.6036, loss_cls: 2.9962, loss: 2.9962, grad_norm: 1.8904 2021-01-22 23:28:12,470 - mmaction - INFO - Epoch [100][1580/2147] lr: 1.348e-01, eta: 6 days, 11:20:14, time: 1.467, data_time: 0.001, memory: 16628, top1_acc: 0.3692, top5_acc: 0.6187, loss_cls: 2.8989, loss: 2.8989, grad_norm: 1.8533 2021-01-22 23:28:41,981 - mmaction - INFO - Epoch [100][1600/2147] lr: 1.348e-01, eta: 6 days, 11:19:35, time: 1.475, data_time: 0.008, memory: 16628, top1_acc: 0.3656, top5_acc: 0.6156, loss_cls: 2.9522, loss: 2.9522, grad_norm: 1.8896 2021-01-22 23:29:12,966 - mmaction - INFO - Epoch [100][1620/2147] lr: 1.348e-01, eta: 6 days, 11:18:58, time: 1.548, data_time: 0.006, memory: 16628, top1_acc: 0.3719, top5_acc: 0.6058, loss_cls: 2.9181, loss: 2.9181, grad_norm: 1.9034 2021-01-22 23:29:43,149 - mmaction - INFO - Epoch [100][1640/2147] lr: 1.348e-01, eta: 6 days, 11:18:20, time: 1.509, data_time: 0.009, memory: 16628, top1_acc: 0.3701, top5_acc: 0.6308, loss_cls: 2.8359, loss: 2.8359, grad_norm: 1.9215 2021-01-22 23:30:12,530 - mmaction - INFO - Epoch [100][1660/2147] lr: 1.348e-01, eta: 6 days, 11:17:40, time: 1.472, data_time: 0.009, memory: 16628, top1_acc: 0.3603, top5_acc: 0.6138, loss_cls: 2.8975, loss: 2.8975, grad_norm: 1.8967 2021-01-22 23:30:44,089 - mmaction - INFO - Epoch [100][1680/2147] lr: 1.348e-01, eta: 6 days, 11:17:04, time: 1.579, data_time: 0.007, memory: 16628, top1_acc: 0.3491, top5_acc: 0.6138, loss_cls: 2.9673, loss: 2.9673, grad_norm: 1.9139 2021-01-22 23:31:13,025 - mmaction - INFO - Epoch [100][1700/2147] lr: 1.348e-01, eta: 6 days, 11:16:24, time: 1.441, data_time: 0.003, memory: 16628, top1_acc: 0.3696, top5_acc: 0.6228, loss_cls: 2.8634, loss: 2.8634, grad_norm: 1.8620 2021-01-22 23:31:43,496 - mmaction - INFO - Epoch [100][1720/2147] lr: 1.348e-01, eta: 6 days, 11:15:46, time: 1.528, data_time: 0.011, memory: 16628, top1_acc: 0.3522, top5_acc: 0.6080, loss_cls: 2.9586, loss: 2.9586, grad_norm: 1.8996 2021-01-22 23:32:19,799 - mmaction - INFO - Epoch [100][1740/2147] lr: 1.348e-01, eta: 6 days, 11:15:17, time: 1.806, data_time: 0.032, memory: 16628, top1_acc: 0.3549, top5_acc: 0.6022, loss_cls: 2.9725, loss: 2.9725, grad_norm: 1.8589 2021-01-22 23:32:50,923 - mmaction - INFO - Epoch [100][1760/2147] lr: 1.348e-01, eta: 6 days, 11:14:40, time: 1.558, data_time: 0.013, memory: 16628, top1_acc: 0.3567, top5_acc: 0.6080, loss_cls: 2.9332, loss: 2.9332, grad_norm: 1.9022 2021-01-22 23:33:19,633 - mmaction - INFO - Epoch [100][1780/2147] lr: 1.348e-01, eta: 6 days, 11:14:00, time: 1.444, data_time: 0.012, memory: 16628, top1_acc: 0.3563, top5_acc: 0.5987, loss_cls: 2.9497, loss: 2.9497, grad_norm: 1.8712 2021-01-22 23:33:51,842 - mmaction - INFO - Epoch [100][1800/2147] lr: 1.348e-01, eta: 6 days, 11:13:25, time: 1.610, data_time: 0.002, memory: 16628, top1_acc: 0.3438, top5_acc: 0.6085, loss_cls: 2.9707, loss: 2.9707, grad_norm: 1.8711 2021-01-22 23:34:21,114 - mmaction - INFO - Epoch [100][1820/2147] lr: 1.348e-01, eta: 6 days, 11:12:45, time: 1.459, data_time: 0.004, memory: 16628, top1_acc: 0.3531, top5_acc: 0.6022, loss_cls: 2.9763, loss: 2.9763, grad_norm: 1.9171 2021-01-22 23:34:49,979 - mmaction - INFO - Epoch [100][1840/2147] lr: 1.348e-01, eta: 6 days, 11:12:05, time: 1.448, data_time: 0.008, memory: 16628, top1_acc: 0.3567, top5_acc: 0.6076, loss_cls: 2.9621, loss: 2.9621, grad_norm: 1.8739 2021-01-22 23:35:20,142 - mmaction - INFO - Epoch [100][1860/2147] lr: 1.348e-01, eta: 6 days, 11:11:27, time: 1.506, data_time: 0.004, memory: 16628, top1_acc: 0.3629, top5_acc: 0.6062, loss_cls: 2.9539, loss: 2.9539, grad_norm: 1.9015 2021-01-22 23:35:52,031 - mmaction - INFO - Epoch [100][1880/2147] lr: 1.348e-01, eta: 6 days, 11:10:51, time: 1.594, data_time: 0.015, memory: 16628, top1_acc: 0.3540, top5_acc: 0.5987, loss_cls: 2.9716, loss: 2.9716, grad_norm: 1.8847 2021-01-22 23:36:21,628 - mmaction - INFO - Epoch [100][1900/2147] lr: 1.348e-01, eta: 6 days, 11:10:12, time: 1.483, data_time: 0.005, memory: 16628, top1_acc: 0.3759, top5_acc: 0.6179, loss_cls: 2.8935, loss: 2.8935, grad_norm: 1.8629 2021-01-22 23:37:00,553 - mmaction - INFO - Epoch [100][1920/2147] lr: 1.348e-01, eta: 6 days, 11:09:47, time: 1.941, data_time: 0.002, memory: 16628, top1_acc: 0.3344, top5_acc: 0.5871, loss_cls: 3.0359, loss: 3.0359, grad_norm: 1.8999 2021-01-22 23:37:30,940 - mmaction - INFO - Epoch [100][1940/2147] lr: 1.348e-01, eta: 6 days, 11:09:09, time: 1.525, data_time: 0.012, memory: 16628, top1_acc: 0.3558, top5_acc: 0.6049, loss_cls: 2.9421, loss: 2.9421, grad_norm: 1.8371 2021-01-22 23:38:01,498 - mmaction - INFO - Epoch [100][1960/2147] lr: 1.348e-01, eta: 6 days, 11:08:32, time: 1.528, data_time: 0.003, memory: 16628, top1_acc: 0.3571, top5_acc: 0.6040, loss_cls: 2.9205, loss: 2.9205, grad_norm: 1.8707 2021-01-22 23:38:30,310 - mmaction - INFO - Epoch [100][1980/2147] lr: 1.348e-01, eta: 6 days, 11:07:51, time: 1.439, data_time: 0.002, memory: 16628, top1_acc: 0.3406, top5_acc: 0.6094, loss_cls: 2.9878, loss: 2.9878, grad_norm: 1.8815 2021-01-22 23:38:59,489 - mmaction - INFO - Epoch [100][2000/2147] lr: 1.348e-01, eta: 6 days, 11:07:11, time: 1.460, data_time: 0.007, memory: 16628, top1_acc: 0.3469, top5_acc: 0.5951, loss_cls: 3.0055, loss: 3.0055, grad_norm: 1.8835 2021-01-22 23:39:29,578 - mmaction - INFO - Epoch [100][2020/2147] lr: 1.348e-01, eta: 6 days, 11:06:33, time: 1.505, data_time: 0.007, memory: 16628, top1_acc: 0.3554, top5_acc: 0.6049, loss_cls: 2.9210, loss: 2.9210, grad_norm: 1.8859 2021-01-22 23:40:00,782 - mmaction - INFO - Epoch [100][2040/2147] lr: 1.348e-01, eta: 6 days, 11:05:56, time: 1.553, data_time: 0.005, memory: 16628, top1_acc: 0.3496, top5_acc: 0.6161, loss_cls: 2.9096, loss: 2.9096, grad_norm: 1.8781 2021-01-22 23:40:29,517 - mmaction - INFO - Epoch [100][2060/2147] lr: 1.348e-01, eta: 6 days, 11:05:16, time: 1.442, data_time: 0.010, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5915, loss_cls: 3.0373, loss: 3.0373, grad_norm: 1.9045 2021-01-22 23:40:58,242 - mmaction - INFO - Epoch [100][2080/2147] lr: 1.348e-01, eta: 6 days, 11:04:35, time: 1.437, data_time: 0.004, memory: 16628, top1_acc: 0.3482, top5_acc: 0.6085, loss_cls: 2.9593, loss: 2.9593, grad_norm: 1.8902 2021-01-22 23:41:29,362 - mmaction - INFO - Epoch [100][2100/2147] lr: 1.348e-01, eta: 6 days, 11:03:59, time: 1.554, data_time: 0.009, memory: 16628, top1_acc: 0.3580, top5_acc: 0.6036, loss_cls: 2.9906, loss: 2.9906, grad_norm: 1.8619 2021-01-22 23:42:02,380 - mmaction - INFO - Epoch [100][2120/2147] lr: 1.348e-01, eta: 6 days, 11:03:25, time: 1.650, data_time: 0.004, memory: 16628, top1_acc: 0.3687, top5_acc: 0.6183, loss_cls: 2.8816, loss: 2.8816, grad_norm: 1.8624 2021-01-22 23:42:31,742 - mmaction - INFO - Epoch [100][2140/2147] lr: 1.348e-01, eta: 6 days, 11:02:45, time: 1.472, data_time: 0.005, memory: 16628, top1_acc: 0.3701, top5_acc: 0.6210, loss_cls: 2.8453, loss: 2.8453, grad_norm: 1.8839 2021-01-22 23:43:02,515 - mmaction - INFO - Saving checkpoint at 100 epochs 2021-01-23 00:02:54,310 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-23 00:02:55,141 - mmaction - INFO - top1_acc 0.4149 top5_acc 0.6871 2021-01-23 00:02:55,141 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-23 00:02:55,214 - mmaction - INFO - mean_acc 0.4149 2021-01-23 00:02:55,215 - mmaction - INFO - Now best checkpoint is epoch_100.pth 2021-01-23 00:02:55,237 - mmaction - INFO - Epoch(val) [100][2147] top1_acc: 0.4149, top5_acc: 0.6871, mean_class_accuracy: 0.4149 2021-01-23 00:08:04,103 - mmaction - INFO - Epoch [101][20/2147] lr: 1.337e-01, eta: 6 days, 11:08:52, time: 15.441, data_time: 13.868, memory: 16628, top1_acc: 0.3625, top5_acc: 0.6049, loss_cls: 2.9033, loss: 2.9033, grad_norm: 1.8952 2021-01-23 00:08:34,621 - mmaction - INFO - Epoch [101][40/2147] lr: 1.337e-01, eta: 6 days, 11:08:14, time: 1.525, data_time: 0.008, memory: 16628, top1_acc: 0.3670, top5_acc: 0.6201, loss_cls: 2.8606, loss: 2.8606, grad_norm: 1.9094 2021-01-23 00:09:07,644 - mmaction - INFO - Epoch [101][60/2147] lr: 1.337e-01, eta: 6 days, 11:07:40, time: 1.651, data_time: 0.003, memory: 16628, top1_acc: 0.3500, top5_acc: 0.6054, loss_cls: 2.9741, loss: 2.9741, grad_norm: 1.9303 2021-01-23 00:09:37,202 - mmaction - INFO - Epoch [101][80/2147] lr: 1.337e-01, eta: 6 days, 11:07:01, time: 1.478, data_time: 0.004, memory: 16628, top1_acc: 0.3696, top5_acc: 0.6121, loss_cls: 2.9300, loss: 2.9300, grad_norm: 1.8772 2021-01-23 00:10:06,551 - mmaction - INFO - Epoch [101][100/2147] lr: 1.337e-01, eta: 6 days, 11:06:21, time: 1.466, data_time: 0.003, memory: 16628, top1_acc: 0.3719, top5_acc: 0.6170, loss_cls: 2.8760, loss: 2.8760, grad_norm: 1.8623 2021-01-23 00:10:36,420 - mmaction - INFO - Epoch [101][120/2147] lr: 1.337e-01, eta: 6 days, 11:05:43, time: 1.496, data_time: 0.006, memory: 16628, top1_acc: 0.3661, top5_acc: 0.6250, loss_cls: 2.8753, loss: 2.8753, grad_norm: 1.8675 2021-01-23 00:11:05,940 - mmaction - INFO - Epoch [101][140/2147] lr: 1.337e-01, eta: 6 days, 11:05:03, time: 1.474, data_time: 0.005, memory: 16628, top1_acc: 0.3728, top5_acc: 0.6308, loss_cls: 2.8264, loss: 2.8264, grad_norm: 1.8702 2021-01-23 00:11:34,769 - mmaction - INFO - Epoch [101][160/2147] lr: 1.337e-01, eta: 6 days, 11:04:23, time: 1.443, data_time: 0.009, memory: 16628, top1_acc: 0.3817, top5_acc: 0.6388, loss_cls: 2.7699, loss: 2.7699, grad_norm: 1.8802 2021-01-23 00:12:12,417 - mmaction - INFO - Epoch [101][180/2147] lr: 1.337e-01, eta: 6 days, 11:03:56, time: 1.877, data_time: 0.005, memory: 16628, top1_acc: 0.3540, top5_acc: 0.6049, loss_cls: 2.9277, loss: 2.9277, grad_norm: 1.9738 2021-01-23 00:12:43,408 - mmaction - INFO - Epoch [101][200/2147] lr: 1.337e-01, eta: 6 days, 11:03:19, time: 1.549, data_time: 0.011, memory: 16628, top1_acc: 0.3455, top5_acc: 0.6004, loss_cls: 2.9443, loss: 2.9443, grad_norm: 1.9790 2021-01-23 00:13:12,282 - mmaction - INFO - Epoch [101][220/2147] lr: 1.337e-01, eta: 6 days, 11:02:39, time: 1.448, data_time: 0.012, memory: 16628, top1_acc: 0.3656, top5_acc: 0.6156, loss_cls: 2.8993, loss: 2.8993, grad_norm: 1.8862 2021-01-23 00:13:41,116 - mmaction - INFO - Epoch [101][240/2147] lr: 1.337e-01, eta: 6 days, 11:01:58, time: 1.442, data_time: 0.005, memory: 16628, top1_acc: 0.3580, top5_acc: 0.6147, loss_cls: 2.8849, loss: 2.8849, grad_norm: 1.9006 2021-01-23 00:14:10,805 - mmaction - INFO - Epoch [101][260/2147] lr: 1.337e-01, eta: 6 days, 11:01:19, time: 1.485, data_time: 0.007, memory: 16628, top1_acc: 0.3598, top5_acc: 0.6250, loss_cls: 2.9035, loss: 2.9035, grad_norm: 1.9501 2021-01-23 00:14:40,225 - mmaction - INFO - Epoch [101][280/2147] lr: 1.337e-01, eta: 6 days, 11:00:40, time: 1.470, data_time: 0.008, memory: 16628, top1_acc: 0.3580, top5_acc: 0.6205, loss_cls: 2.8836, loss: 2.8836, grad_norm: 1.9435 2021-01-23 00:15:09,286 - mmaction - INFO - Epoch [101][300/2147] lr: 1.337e-01, eta: 6 days, 11:00:00, time: 1.451, data_time: 0.006, memory: 16628, top1_acc: 0.3754, top5_acc: 0.6246, loss_cls: 2.8264, loss: 2.8264, grad_norm: 1.8771 2021-01-23 00:15:38,565 - mmaction - INFO - Epoch [101][320/2147] lr: 1.337e-01, eta: 6 days, 10:59:20, time: 1.465, data_time: 0.010, memory: 16628, top1_acc: 0.3388, top5_acc: 0.5991, loss_cls: 2.9916, loss: 2.9916, grad_norm: 1.9082 2021-01-23 00:16:08,042 - mmaction - INFO - Epoch [101][340/2147] lr: 1.337e-01, eta: 6 days, 10:58:41, time: 1.473, data_time: 0.006, memory: 16628, top1_acc: 0.3464, top5_acc: 0.6027, loss_cls: 2.9718, loss: 2.9718, grad_norm: 1.8895 2021-01-23 00:16:42,381 - mmaction - INFO - Epoch [101][360/2147] lr: 1.337e-01, eta: 6 days, 10:58:09, time: 1.707, data_time: 0.009, memory: 16628, top1_acc: 0.3625, top5_acc: 0.6214, loss_cls: 2.8819, loss: 2.8819, grad_norm: 1.8666 2021-01-23 00:17:14,484 - mmaction - INFO - Epoch [101][380/2147] lr: 1.337e-01, eta: 6 days, 10:57:33, time: 1.610, data_time: 0.021, memory: 16628, top1_acc: 0.3429, top5_acc: 0.6004, loss_cls: 2.9914, loss: 2.9914, grad_norm: 1.9004 2021-01-23 00:17:44,911 - mmaction - INFO - Epoch [101][400/2147] lr: 1.337e-01, eta: 6 days, 10:56:56, time: 1.530, data_time: 0.013, memory: 16628, top1_acc: 0.3585, top5_acc: 0.6049, loss_cls: 2.9149, loss: 2.9149, grad_norm: 1.8579 2021-01-23 00:18:15,327 - mmaction - INFO - Epoch [101][420/2147] lr: 1.337e-01, eta: 6 days, 10:56:18, time: 1.521, data_time: 0.003, memory: 16628, top1_acc: 0.3647, top5_acc: 0.6192, loss_cls: 2.8927, loss: 2.8927, grad_norm: 1.8683 2021-01-23 00:18:45,461 - mmaction - INFO - Epoch [101][440/2147] lr: 1.337e-01, eta: 6 days, 10:55:39, time: 1.505, data_time: 0.006, memory: 16628, top1_acc: 0.3687, top5_acc: 0.6330, loss_cls: 2.8738, loss: 2.8738, grad_norm: 1.8908 2021-01-23 00:19:14,262 - mmaction - INFO - Epoch [101][460/2147] lr: 1.337e-01, eta: 6 days, 10:54:59, time: 1.441, data_time: 0.008, memory: 16628, top1_acc: 0.3558, top5_acc: 0.6089, loss_cls: 2.9486, loss: 2.9486, grad_norm: 1.9750 2021-01-23 00:19:44,315 - mmaction - INFO - Epoch [101][480/2147] lr: 1.337e-01, eta: 6 days, 10:54:21, time: 1.501, data_time: 0.003, memory: 16628, top1_acc: 0.3625, top5_acc: 0.5902, loss_cls: 2.9830, loss: 2.9830, grad_norm: 1.8854 2021-01-23 00:20:14,538 - mmaction - INFO - Epoch [101][500/2147] lr: 1.337e-01, eta: 6 days, 10:53:42, time: 1.512, data_time: 0.034, memory: 16628, top1_acc: 0.3634, top5_acc: 0.6353, loss_cls: 2.8409, loss: 2.8409, grad_norm: 1.8651 2021-01-23 00:20:43,267 - mmaction - INFO - Epoch [101][520/2147] lr: 1.337e-01, eta: 6 days, 10:53:02, time: 1.436, data_time: 0.006, memory: 16628, top1_acc: 0.3585, top5_acc: 0.6089, loss_cls: 2.9358, loss: 2.9358, grad_norm: 1.8957 2021-01-23 00:21:12,466 - mmaction - INFO - Epoch [101][540/2147] lr: 1.337e-01, eta: 6 days, 10:52:22, time: 1.461, data_time: 0.004, memory: 16628, top1_acc: 0.3455, top5_acc: 0.6161, loss_cls: 2.9678, loss: 2.9678, grad_norm: 1.9139 2021-01-23 00:21:41,947 - mmaction - INFO - Epoch [101][560/2147] lr: 1.337e-01, eta: 6 days, 10:51:43, time: 1.472, data_time: 0.002, memory: 16628, top1_acc: 0.3589, top5_acc: 0.6098, loss_cls: 2.9526, loss: 2.9526, grad_norm: 1.8865 2021-01-23 00:22:11,799 - mmaction - INFO - Epoch [101][580/2147] lr: 1.337e-01, eta: 6 days, 10:51:04, time: 1.492, data_time: 0.005, memory: 16628, top1_acc: 0.3540, top5_acc: 0.6085, loss_cls: 2.9434, loss: 2.9434, grad_norm: 1.9153 2021-01-23 00:22:43,532 - mmaction - INFO - Epoch [101][600/2147] lr: 1.337e-01, eta: 6 days, 10:50:28, time: 1.587, data_time: 0.005, memory: 16628, top1_acc: 0.3665, top5_acc: 0.6107, loss_cls: 2.8777, loss: 2.8777, grad_norm: 1.8561 2021-01-23 00:23:12,269 - mmaction - INFO - Epoch [101][620/2147] lr: 1.337e-01, eta: 6 days, 10:49:48, time: 1.439, data_time: 0.004, memory: 16628, top1_acc: 0.3674, top5_acc: 0.6250, loss_cls: 2.8694, loss: 2.8694, grad_norm: 1.9530 2021-01-23 00:23:42,533 - mmaction - INFO - Epoch [101][640/2147] lr: 1.337e-01, eta: 6 days, 10:49:10, time: 1.512, data_time: 0.002, memory: 16628, top1_acc: 0.3638, top5_acc: 0.6214, loss_cls: 2.8738, loss: 2.8738, grad_norm: 1.9506 2021-01-23 00:24:12,745 - mmaction - INFO - Epoch [101][660/2147] lr: 1.337e-01, eta: 6 days, 10:48:31, time: 1.511, data_time: 0.003, memory: 16628, top1_acc: 0.3732, top5_acc: 0.6116, loss_cls: 2.9227, loss: 2.9227, grad_norm: 1.8912 2021-01-23 00:24:42,970 - mmaction - INFO - Epoch [101][680/2147] lr: 1.337e-01, eta: 6 days, 10:47:53, time: 1.509, data_time: 0.009, memory: 16628, top1_acc: 0.3634, top5_acc: 0.6107, loss_cls: 2.9513, loss: 2.9513, grad_norm: 1.8728 2021-01-23 00:25:14,553 - mmaction - INFO - Epoch [101][700/2147] lr: 1.337e-01, eta: 6 days, 10:47:17, time: 1.580, data_time: 0.010, memory: 16628, top1_acc: 0.3487, top5_acc: 0.6098, loss_cls: 2.9259, loss: 2.9259, grad_norm: 1.9315 2021-01-23 00:25:45,775 - mmaction - INFO - Epoch [101][720/2147] lr: 1.337e-01, eta: 6 days, 10:46:40, time: 1.550, data_time: 0.003, memory: 16628, top1_acc: 0.3652, top5_acc: 0.6040, loss_cls: 2.9372, loss: 2.9372, grad_norm: 1.8901 2021-01-23 00:26:15,567 - mmaction - INFO - Epoch [101][740/2147] lr: 1.337e-01, eta: 6 days, 10:46:01, time: 1.500, data_time: 0.015, memory: 16628, top1_acc: 0.3540, top5_acc: 0.6134, loss_cls: 2.8941, loss: 2.8941, grad_norm: 1.9030 2021-01-23 00:26:47,324 - mmaction - INFO - Epoch [101][760/2147] lr: 1.337e-01, eta: 6 days, 10:45:26, time: 1.586, data_time: 0.006, memory: 16628, top1_acc: 0.3737, top5_acc: 0.6094, loss_cls: 2.8649, loss: 2.8649, grad_norm: 1.8942 2021-01-23 00:27:16,439 - mmaction - INFO - Epoch [101][780/2147] lr: 1.337e-01, eta: 6 days, 10:44:46, time: 1.459, data_time: 0.006, memory: 16628, top1_acc: 0.3527, top5_acc: 0.6125, loss_cls: 2.9276, loss: 2.9276, grad_norm: 1.9131 2021-01-23 00:27:47,402 - mmaction - INFO - Epoch [101][800/2147] lr: 1.337e-01, eta: 6 days, 10:44:09, time: 1.548, data_time: 0.002, memory: 16628, top1_acc: 0.3366, top5_acc: 0.6031, loss_cls: 2.9801, loss: 2.9801, grad_norm: 1.8943 2021-01-23 00:28:16,722 - mmaction - INFO - Epoch [101][820/2147] lr: 1.337e-01, eta: 6 days, 10:43:29, time: 1.465, data_time: 0.004, memory: 16628, top1_acc: 0.3576, top5_acc: 0.6031, loss_cls: 2.9359, loss: 2.9359, grad_norm: 1.8876 2021-01-23 00:28:45,681 - mmaction - INFO - Epoch [101][840/2147] lr: 1.337e-01, eta: 6 days, 10:42:49, time: 1.447, data_time: 0.005, memory: 16628, top1_acc: 0.3464, top5_acc: 0.5964, loss_cls: 3.0106, loss: 3.0106, grad_norm: 1.8670 2021-01-23 00:29:14,728 - mmaction - INFO - Epoch [101][860/2147] lr: 1.337e-01, eta: 6 days, 10:42:09, time: 1.453, data_time: 0.005, memory: 16628, top1_acc: 0.3375, top5_acc: 0.5991, loss_cls: 2.9775, loss: 2.9775, grad_norm: 1.9022 2021-01-23 00:29:46,052 - mmaction - INFO - Epoch [101][880/2147] lr: 1.337e-01, eta: 6 days, 10:41:33, time: 1.567, data_time: 0.007, memory: 16628, top1_acc: 0.3571, top5_acc: 0.6192, loss_cls: 2.8868, loss: 2.8868, grad_norm: 1.9238 2021-01-23 00:30:16,151 - mmaction - INFO - Epoch [101][900/2147] lr: 1.337e-01, eta: 6 days, 10:40:54, time: 1.504, data_time: 0.003, memory: 16628, top1_acc: 0.3473, top5_acc: 0.6058, loss_cls: 2.9416, loss: 2.9416, grad_norm: 1.8837 2021-01-23 00:30:46,510 - mmaction - INFO - Epoch [101][920/2147] lr: 1.337e-01, eta: 6 days, 10:40:16, time: 1.521, data_time: 0.010, memory: 16628, top1_acc: 0.3580, top5_acc: 0.6103, loss_cls: 2.9782, loss: 2.9782, grad_norm: 1.9110 2021-01-23 00:31:17,018 - mmaction - INFO - Epoch [101][940/2147] lr: 1.337e-01, eta: 6 days, 10:39:38, time: 1.523, data_time: 0.002, memory: 16628, top1_acc: 0.3433, top5_acc: 0.6085, loss_cls: 2.9371, loss: 2.9371, grad_norm: 1.8720 2021-01-23 00:31:47,952 - mmaction - INFO - Epoch [101][960/2147] lr: 1.337e-01, eta: 6 days, 10:39:01, time: 1.549, data_time: 0.004, memory: 16628, top1_acc: 0.3330, top5_acc: 0.6018, loss_cls: 3.0097, loss: 3.0097, grad_norm: 1.9285 2021-01-23 00:32:16,667 - mmaction - INFO - Epoch [101][980/2147] lr: 1.337e-01, eta: 6 days, 10:38:21, time: 1.436, data_time: 0.003, memory: 16628, top1_acc: 0.3482, top5_acc: 0.6098, loss_cls: 2.9395, loss: 2.9395, grad_norm: 1.8709 2021-01-23 00:32:45,483 - mmaction - INFO - Epoch [101][1000/2147] lr: 1.337e-01, eta: 6 days, 10:37:41, time: 1.439, data_time: 0.008, memory: 16628, top1_acc: 0.3437, top5_acc: 0.5955, loss_cls: 2.9756, loss: 2.9756, grad_norm: 1.8941 2021-01-23 00:33:14,757 - mmaction - INFO - Epoch [101][1020/2147] lr: 1.337e-01, eta: 6 days, 10:37:01, time: 1.463, data_time: 0.005, memory: 16628, top1_acc: 0.3670, top5_acc: 0.6143, loss_cls: 2.9253, loss: 2.9253, grad_norm: 1.9064 2021-01-23 00:33:46,274 - mmaction - INFO - Epoch [101][1040/2147] lr: 1.337e-01, eta: 6 days, 10:36:25, time: 1.575, data_time: 0.006, memory: 16628, top1_acc: 0.3545, top5_acc: 0.6018, loss_cls: 2.9468, loss: 2.9468, grad_norm: 1.8544 2021-01-23 00:34:16,464 - mmaction - INFO - Epoch [101][1060/2147] lr: 1.337e-01, eta: 6 days, 10:35:46, time: 1.506, data_time: 0.009, memory: 16628, top1_acc: 0.3710, top5_acc: 0.6268, loss_cls: 2.8396, loss: 2.8396, grad_norm: 1.8914 2021-01-23 00:34:45,855 - mmaction - INFO - Epoch [101][1080/2147] lr: 1.337e-01, eta: 6 days, 10:35:07, time: 1.469, data_time: 0.009, memory: 16628, top1_acc: 0.3536, top5_acc: 0.6223, loss_cls: 2.9325, loss: 2.9325, grad_norm: 1.9021 2021-01-23 00:35:16,898 - mmaction - INFO - Epoch [101][1100/2147] lr: 1.337e-01, eta: 6 days, 10:34:30, time: 1.557, data_time: 0.008, memory: 16628, top1_acc: 0.3478, top5_acc: 0.5955, loss_cls: 2.9742, loss: 2.9742, grad_norm: 1.9731 2021-01-23 00:35:46,520 - mmaction - INFO - Epoch [101][1120/2147] lr: 1.337e-01, eta: 6 days, 10:33:51, time: 1.480, data_time: 0.005, memory: 16628, top1_acc: 0.3683, top5_acc: 0.6308, loss_cls: 2.8494, loss: 2.8494, grad_norm: 1.9175 2021-01-23 00:36:16,906 - mmaction - INFO - Epoch [101][1140/2147] lr: 1.337e-01, eta: 6 days, 10:33:13, time: 1.520, data_time: 0.004, memory: 16628, top1_acc: 0.3603, top5_acc: 0.6170, loss_cls: 2.9239, loss: 2.9239, grad_norm: 1.9156 2021-01-23 00:36:47,298 - mmaction - INFO - Epoch [101][1160/2147] lr: 1.337e-01, eta: 6 days, 10:32:35, time: 1.521, data_time: 0.006, memory: 16628, top1_acc: 0.3469, top5_acc: 0.5929, loss_cls: 2.9653, loss: 2.9653, grad_norm: 1.9432 2021-01-23 00:37:17,505 - mmaction - INFO - Epoch [101][1180/2147] lr: 1.337e-01, eta: 6 days, 10:31:57, time: 1.510, data_time: 0.003, memory: 16628, top1_acc: 0.3487, top5_acc: 0.5955, loss_cls: 2.9757, loss: 2.9757, grad_norm: 1.8928 2021-01-23 00:37:47,151 - mmaction - INFO - Epoch [101][1200/2147] lr: 1.337e-01, eta: 6 days, 10:31:18, time: 1.482, data_time: 0.002, memory: 16628, top1_acc: 0.3625, top5_acc: 0.6040, loss_cls: 2.8984, loss: 2.8984, grad_norm: 1.8844 2021-01-23 00:38:18,061 - mmaction - INFO - Epoch [101][1220/2147] lr: 1.337e-01, eta: 6 days, 10:30:41, time: 1.546, data_time: 0.002, memory: 16628, top1_acc: 0.3433, top5_acc: 0.6040, loss_cls: 2.9415, loss: 2.9415, grad_norm: 1.9227 2021-01-23 00:38:46,740 - mmaction - INFO - Epoch [101][1240/2147] lr: 1.337e-01, eta: 6 days, 10:30:01, time: 1.434, data_time: 0.006, memory: 16628, top1_acc: 0.3692, top5_acc: 0.6232, loss_cls: 2.8592, loss: 2.8592, grad_norm: 1.9337 2021-01-23 00:39:18,198 - mmaction - INFO - Epoch [101][1260/2147] lr: 1.337e-01, eta: 6 days, 10:29:24, time: 1.562, data_time: 0.001, memory: 16628, top1_acc: 0.3589, top5_acc: 0.6112, loss_cls: 2.9536, loss: 2.9536, grad_norm: 1.9600 2021-01-23 00:39:48,502 - mmaction - INFO - Epoch [101][1280/2147] lr: 1.337e-01, eta: 6 days, 10:28:46, time: 1.525, data_time: 0.012, memory: 16628, top1_acc: 0.3277, top5_acc: 0.5750, loss_cls: 3.0750, loss: 3.0750, grad_norm: 1.9370 2021-01-23 00:40:17,112 - mmaction - INFO - Epoch [101][1300/2147] lr: 1.337e-01, eta: 6 days, 10:28:06, time: 1.430, data_time: 0.003, memory: 16628, top1_acc: 0.3388, top5_acc: 0.6062, loss_cls: 2.9293, loss: 2.9293, grad_norm: 1.9464 2021-01-23 00:40:46,714 - mmaction - INFO - Epoch [101][1320/2147] lr: 1.337e-01, eta: 6 days, 10:27:27, time: 1.480, data_time: 0.005, memory: 16628, top1_acc: 0.3473, top5_acc: 0.5987, loss_cls: 3.0079, loss: 3.0079, grad_norm: 1.8827 2021-01-23 00:41:15,578 - mmaction - INFO - Epoch [101][1340/2147] lr: 1.337e-01, eta: 6 days, 10:26:46, time: 1.441, data_time: 0.003, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5955, loss_cls: 2.9954, loss: 2.9954, grad_norm: 1.8805 2021-01-23 00:41:45,764 - mmaction - INFO - Epoch [101][1360/2147] lr: 1.337e-01, eta: 6 days, 10:26:06, time: 1.426, data_time: 0.005, memory: 16628, top1_acc: 0.3683, top5_acc: 0.6071, loss_cls: 2.9259, loss: 2.9259, grad_norm: 1.8863 2021-01-23 00:42:16,602 - mmaction - INFO - Epoch [101][1380/2147] lr: 1.337e-01, eta: 6 days, 10:25:31, time: 1.626, data_time: 0.088, memory: 16628, top1_acc: 0.3496, top5_acc: 0.5888, loss_cls: 2.9997, loss: 2.9997, grad_norm: 1.8438 2021-01-23 00:42:49,480 - mmaction - INFO - Epoch [101][1400/2147] lr: 1.337e-01, eta: 6 days, 10:24:57, time: 1.645, data_time: 0.005, memory: 16628, top1_acc: 0.3545, top5_acc: 0.6228, loss_cls: 2.8794, loss: 2.8794, grad_norm: 1.8505 2021-01-23 00:43:20,957 - mmaction - INFO - Epoch [101][1420/2147] lr: 1.337e-01, eta: 6 days, 10:24:21, time: 1.572, data_time: 0.004, memory: 16628, top1_acc: 0.3705, top5_acc: 0.6357, loss_cls: 2.8251, loss: 2.8251, grad_norm: 1.9114 2021-01-23 00:43:50,411 - mmaction - INFO - Epoch [101][1440/2147] lr: 1.337e-01, eta: 6 days, 10:23:41, time: 1.470, data_time: 0.004, memory: 16628, top1_acc: 0.3661, top5_acc: 0.6107, loss_cls: 2.9203, loss: 2.9203, grad_norm: 1.9610 2021-01-23 00:44:21,408 - mmaction - INFO - Epoch [101][1460/2147] lr: 1.337e-01, eta: 6 days, 10:23:04, time: 1.555, data_time: 0.009, memory: 16628, top1_acc: 0.3522, top5_acc: 0.6067, loss_cls: 2.9672, loss: 2.9672, grad_norm: 1.8689 2021-01-23 00:44:52,362 - mmaction - INFO - Epoch [101][1480/2147] lr: 1.337e-01, eta: 6 days, 10:22:27, time: 1.545, data_time: 0.006, memory: 16628, top1_acc: 0.3679, top5_acc: 0.6138, loss_cls: 2.8972, loss: 2.8972, grad_norm: 1.8347 2021-01-23 00:45:25,253 - mmaction - INFO - Epoch [101][1500/2147] lr: 1.337e-01, eta: 6 days, 10:21:53, time: 1.647, data_time: 0.010, memory: 16628, top1_acc: 0.3330, top5_acc: 0.5973, loss_cls: 2.9936, loss: 2.9936, grad_norm: 1.9204 2021-01-23 00:45:54,701 - mmaction - INFO - Epoch [101][1520/2147] lr: 1.337e-01, eta: 6 days, 10:21:14, time: 1.461, data_time: 0.003, memory: 16628, top1_acc: 0.3286, top5_acc: 0.5857, loss_cls: 3.0266, loss: 3.0266, grad_norm: 1.9051 2021-01-23 00:46:23,908 - mmaction - INFO - Epoch [101][1540/2147] lr: 1.337e-01, eta: 6 days, 10:20:34, time: 1.470, data_time: 0.015, memory: 16628, top1_acc: 0.3594, top5_acc: 0.6290, loss_cls: 2.8712, loss: 2.8712, grad_norm: 1.9208 2021-01-23 00:46:56,646 - mmaction - INFO - Epoch [101][1560/2147] lr: 1.337e-01, eta: 6 days, 10:20:00, time: 1.639, data_time: 0.006, memory: 16628, top1_acc: 0.3616, top5_acc: 0.6371, loss_cls: 2.8111, loss: 2.8111, grad_norm: 1.9134 2021-01-23 00:47:27,092 - mmaction - INFO - Epoch [101][1580/2147] lr: 1.337e-01, eta: 6 days, 10:19:22, time: 1.522, data_time: 0.006, memory: 16628, top1_acc: 0.3420, top5_acc: 0.6018, loss_cls: 2.9887, loss: 2.9887, grad_norm: 1.8969 2021-01-23 00:47:57,502 - mmaction - INFO - Epoch [101][1600/2147] lr: 1.337e-01, eta: 6 days, 10:18:45, time: 1.519, data_time: 0.003, memory: 16628, top1_acc: 0.3661, top5_acc: 0.6286, loss_cls: 2.8833, loss: 2.8833, grad_norm: 1.8546 2021-01-23 00:48:28,173 - mmaction - INFO - Epoch [101][1620/2147] lr: 1.337e-01, eta: 6 days, 10:18:07, time: 1.530, data_time: 0.006, memory: 16628, top1_acc: 0.3446, top5_acc: 0.6080, loss_cls: 2.9738, loss: 2.9738, grad_norm: 1.9051 2021-01-23 00:48:56,798 - mmaction - INFO - Epoch [101][1640/2147] lr: 1.337e-01, eta: 6 days, 10:17:27, time: 1.435, data_time: 0.008, memory: 16628, top1_acc: 0.3509, top5_acc: 0.6143, loss_cls: 2.9381, loss: 2.9381, grad_norm: 1.9459 2021-01-23 00:49:30,240 - mmaction - INFO - Epoch [101][1660/2147] lr: 1.337e-01, eta: 6 days, 10:16:53, time: 1.665, data_time: 0.006, memory: 16628, top1_acc: 0.3437, top5_acc: 0.6058, loss_cls: 2.9834, loss: 2.9834, grad_norm: 1.8714 2021-01-23 00:49:59,742 - mmaction - INFO - Epoch [101][1680/2147] lr: 1.337e-01, eta: 6 days, 10:16:14, time: 1.483, data_time: 0.012, memory: 16628, top1_acc: 0.3509, top5_acc: 0.6040, loss_cls: 2.9427, loss: 2.9427, grad_norm: 1.8919 2021-01-23 00:50:28,233 - mmaction - INFO - Epoch [101][1700/2147] lr: 1.337e-01, eta: 6 days, 10:15:33, time: 1.424, data_time: 0.002, memory: 16628, top1_acc: 0.3460, top5_acc: 0.5973, loss_cls: 2.9408, loss: 2.9408, grad_norm: 1.9431 2021-01-23 00:50:57,081 - mmaction - INFO - Epoch [101][1720/2147] lr: 1.337e-01, eta: 6 days, 10:14:53, time: 1.443, data_time: 0.005, memory: 16628, top1_acc: 0.3571, top5_acc: 0.6228, loss_cls: 2.9038, loss: 2.9038, grad_norm: 1.8783 2021-01-23 00:51:27,233 - mmaction - INFO - Epoch [101][1740/2147] lr: 1.337e-01, eta: 6 days, 10:14:15, time: 1.506, data_time: 0.004, memory: 16628, top1_acc: 0.3455, top5_acc: 0.6062, loss_cls: 2.9891, loss: 2.9891, grad_norm: 1.9093 2021-01-23 00:51:58,787 - mmaction - INFO - Epoch [101][1760/2147] lr: 1.337e-01, eta: 6 days, 10:13:39, time: 1.577, data_time: 0.009, memory: 16628, top1_acc: 0.3612, top5_acc: 0.6022, loss_cls: 2.9377, loss: 2.9377, grad_norm: 1.9060 2021-01-23 00:52:30,246 - mmaction - INFO - Epoch [101][1780/2147] lr: 1.337e-01, eta: 6 days, 10:13:03, time: 1.575, data_time: 0.009, memory: 16628, top1_acc: 0.3554, top5_acc: 0.6129, loss_cls: 2.8986, loss: 2.8986, grad_norm: 1.8609 2021-01-23 00:52:58,740 - mmaction - INFO - Epoch [101][1800/2147] lr: 1.337e-01, eta: 6 days, 10:12:22, time: 1.425, data_time: 0.006, memory: 16628, top1_acc: 0.3616, top5_acc: 0.6129, loss_cls: 2.8910, loss: 2.8910, grad_norm: 1.9252 2021-01-23 00:53:28,522 - mmaction - INFO - Epoch [101][1820/2147] lr: 1.337e-01, eta: 6 days, 10:11:43, time: 1.489, data_time: 0.004, memory: 16628, top1_acc: 0.3429, top5_acc: 0.5991, loss_cls: 2.9521, loss: 2.9521, grad_norm: 1.9737 2021-01-23 00:54:00,919 - mmaction - INFO - Epoch [101][1840/2147] lr: 1.337e-01, eta: 6 days, 10:11:08, time: 1.620, data_time: 0.003, memory: 16628, top1_acc: 0.3634, top5_acc: 0.6196, loss_cls: 2.9204, loss: 2.9204, grad_norm: 1.8667 2021-01-23 00:54:30,082 - mmaction - INFO - Epoch [101][1860/2147] lr: 1.337e-01, eta: 6 days, 10:10:28, time: 1.453, data_time: 0.003, memory: 16628, top1_acc: 0.3504, top5_acc: 0.6152, loss_cls: 2.9122, loss: 2.9122, grad_norm: 1.9032 2021-01-23 00:55:01,537 - mmaction - INFO - Epoch [101][1880/2147] lr: 1.337e-01, eta: 6 days, 10:09:52, time: 1.566, data_time: 0.007, memory: 16628, top1_acc: 0.3607, top5_acc: 0.6179, loss_cls: 2.9224, loss: 2.9224, grad_norm: 1.8923 2021-01-23 00:55:30,618 - mmaction - INFO - Epoch [101][1900/2147] lr: 1.337e-01, eta: 6 days, 10:09:12, time: 1.459, data_time: 0.014, memory: 16628, top1_acc: 0.3567, top5_acc: 0.5964, loss_cls: 2.9461, loss: 2.9461, grad_norm: 1.8431 2021-01-23 00:56:01,466 - mmaction - INFO - Epoch [101][1920/2147] lr: 1.337e-01, eta: 6 days, 10:08:35, time: 1.547, data_time: 0.030, memory: 16628, top1_acc: 0.3777, top5_acc: 0.6214, loss_cls: 2.8492, loss: 2.8492, grad_norm: 1.8731 2021-01-23 00:56:34,523 - mmaction - INFO - Epoch [101][1940/2147] lr: 1.337e-01, eta: 6 days, 10:08:02, time: 1.653, data_time: 0.004, memory: 16628, top1_acc: 0.3397, top5_acc: 0.5978, loss_cls: 2.9982, loss: 2.9982, grad_norm: 1.9042 2021-01-23 00:57:06,079 - mmaction - INFO - Epoch [101][1960/2147] lr: 1.337e-01, eta: 6 days, 10:07:25, time: 1.574, data_time: 0.007, memory: 16628, top1_acc: 0.3589, top5_acc: 0.6098, loss_cls: 2.9346, loss: 2.9346, grad_norm: 1.8651 2021-01-23 00:57:37,002 - mmaction - INFO - Epoch [101][1980/2147] lr: 1.337e-01, eta: 6 days, 10:06:49, time: 1.551, data_time: 0.014, memory: 16628, top1_acc: 0.3527, top5_acc: 0.6009, loss_cls: 2.9889, loss: 2.9889, grad_norm: 1.9286 2021-01-23 00:58:08,305 - mmaction - INFO - Epoch [101][2000/2147] lr: 1.337e-01, eta: 6 days, 10:06:12, time: 1.561, data_time: 0.003, memory: 16628, top1_acc: 0.3549, top5_acc: 0.6125, loss_cls: 2.9338, loss: 2.9338, grad_norm: 1.9087 2021-01-23 00:58:38,752 - mmaction - INFO - Epoch [101][2020/2147] lr: 1.337e-01, eta: 6 days, 10:05:34, time: 1.525, data_time: 0.010, memory: 16628, top1_acc: 0.3415, top5_acc: 0.5987, loss_cls: 2.9828, loss: 2.9828, grad_norm: 1.9531 2021-01-23 00:59:07,354 - mmaction - INFO - Epoch [101][2040/2147] lr: 1.337e-01, eta: 6 days, 10:04:54, time: 1.433, data_time: 0.005, memory: 16628, top1_acc: 0.3455, top5_acc: 0.6022, loss_cls: 2.9504, loss: 2.9504, grad_norm: 1.9178 2021-01-23 00:59:36,139 - mmaction - INFO - Epoch [101][2060/2147] lr: 1.337e-01, eta: 6 days, 10:04:14, time: 1.439, data_time: 0.004, memory: 16628, top1_acc: 0.3504, top5_acc: 0.6152, loss_cls: 2.9593, loss: 2.9593, grad_norm: 1.9327 2021-01-23 01:00:07,080 - mmaction - INFO - Epoch [101][2080/2147] lr: 1.337e-01, eta: 6 days, 10:03:37, time: 1.546, data_time: 0.006, memory: 16628, top1_acc: 0.3665, top5_acc: 0.6241, loss_cls: 2.9009, loss: 2.9009, grad_norm: 1.8560 2021-01-23 01:00:35,546 - mmaction - INFO - Epoch [101][2100/2147] lr: 1.337e-01, eta: 6 days, 10:02:56, time: 1.423, data_time: 0.003, memory: 16628, top1_acc: 0.3518, top5_acc: 0.6013, loss_cls: 2.9464, loss: 2.9464, grad_norm: 1.9021 2021-01-23 01:01:10,042 - mmaction - INFO - Epoch [101][2120/2147] lr: 1.337e-01, eta: 6 days, 10:02:24, time: 1.711, data_time: 0.015, memory: 16628, top1_acc: 0.3558, top5_acc: 0.6116, loss_cls: 2.9227, loss: 2.9227, grad_norm: 1.8859 2021-01-23 01:01:43,339 - mmaction - INFO - Epoch [101][2140/2147] lr: 1.337e-01, eta: 6 days, 10:01:50, time: 1.643, data_time: 0.022, memory: 16628, top1_acc: 0.3786, top5_acc: 0.6201, loss_cls: 2.8293, loss: 2.8293, grad_norm: 1.8770 2021-01-23 01:07:29,274 - mmaction - INFO - Epoch [102][20/2147] lr: 1.325e-01, eta: 6 days, 10:08:04, time: 15.922, data_time: 14.293, memory: 16628, top1_acc: 0.3536, top5_acc: 0.6121, loss_cls: 2.8900, loss: 2.8900, grad_norm: 1.9289 2021-01-23 01:07:58,687 - mmaction - INFO - Epoch [102][40/2147] lr: 1.325e-01, eta: 6 days, 10:07:25, time: 1.479, data_time: 0.019, memory: 16628, top1_acc: 0.3594, top5_acc: 0.6121, loss_cls: 2.9025, loss: 2.9025, grad_norm: 1.8790 2021-01-23 01:08:28,044 - mmaction - INFO - Epoch [102][60/2147] lr: 1.325e-01, eta: 6 days, 10:06:45, time: 1.459, data_time: 0.004, memory: 16628, top1_acc: 0.3683, top5_acc: 0.6188, loss_cls: 2.8711, loss: 2.8711, grad_norm: 1.8806 2021-01-23 01:08:59,350 - mmaction - INFO - Epoch [102][80/2147] lr: 1.325e-01, eta: 6 days, 10:06:09, time: 1.566, data_time: 0.012, memory: 16628, top1_acc: 0.3683, top5_acc: 0.6232, loss_cls: 2.8217, loss: 2.8217, grad_norm: 1.8769 2021-01-23 01:09:29,470 - mmaction - INFO - Epoch [102][100/2147] lr: 1.325e-01, eta: 6 days, 10:05:31, time: 1.513, data_time: 0.013, memory: 16628, top1_acc: 0.3638, top5_acc: 0.6071, loss_cls: 2.9401, loss: 2.9401, grad_norm: 1.9410 2021-01-23 01:10:00,218 - mmaction - INFO - Epoch [102][120/2147] lr: 1.325e-01, eta: 6 days, 10:04:53, time: 1.533, data_time: 0.005, memory: 16628, top1_acc: 0.3625, top5_acc: 0.6054, loss_cls: 2.9016, loss: 2.9016, grad_norm: 1.8826 2021-01-23 01:10:31,733 - mmaction - INFO - Epoch [102][140/2147] lr: 1.325e-01, eta: 6 days, 10:04:17, time: 1.579, data_time: 0.009, memory: 16628, top1_acc: 0.3594, top5_acc: 0.6089, loss_cls: 2.9198, loss: 2.9198, grad_norm: 1.8865 2021-01-23 01:11:02,795 - mmaction - INFO - Epoch [102][160/2147] lr: 1.325e-01, eta: 6 days, 10:03:41, time: 1.556, data_time: 0.015, memory: 16628, top1_acc: 0.3710, top5_acc: 0.6174, loss_cls: 2.8613, loss: 2.8613, grad_norm: 1.9138 2021-01-23 01:11:31,893 - mmaction - INFO - Epoch [102][180/2147] lr: 1.325e-01, eta: 6 days, 10:03:01, time: 1.455, data_time: 0.003, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6330, loss_cls: 2.8427, loss: 2.8427, grad_norm: 1.9121 2021-01-23 01:12:05,850 - mmaction - INFO - Epoch [102][200/2147] lr: 1.325e-01, eta: 6 days, 10:02:28, time: 1.693, data_time: 0.104, memory: 16628, top1_acc: 0.3522, top5_acc: 0.6246, loss_cls: 2.8973, loss: 2.8973, grad_norm: 1.9478 2021-01-23 01:12:37,031 - mmaction - INFO - Epoch [102][220/2147] lr: 1.325e-01, eta: 6 days, 10:01:52, time: 1.561, data_time: 0.012, memory: 16628, top1_acc: 0.3621, top5_acc: 0.6107, loss_cls: 2.8847, loss: 2.8847, grad_norm: 1.8856 2021-01-23 01:13:08,125 - mmaction - INFO - Epoch [102][240/2147] lr: 1.325e-01, eta: 6 days, 10:01:15, time: 1.547, data_time: 0.007, memory: 16628, top1_acc: 0.3460, top5_acc: 0.5911, loss_cls: 3.0103, loss: 3.0103, grad_norm: 1.9146 2021-01-23 01:13:36,978 - mmaction - INFO - Epoch [102][260/2147] lr: 1.325e-01, eta: 6 days, 10:00:35, time: 1.450, data_time: 0.016, memory: 16628, top1_acc: 0.3545, top5_acc: 0.6214, loss_cls: 2.8997, loss: 2.8997, grad_norm: 1.8865 2021-01-23 01:14:06,606 - mmaction - INFO - Epoch [102][280/2147] lr: 1.325e-01, eta: 6 days, 9:59:55, time: 1.481, data_time: 0.006, memory: 16628, top1_acc: 0.3487, top5_acc: 0.6040, loss_cls: 2.9519, loss: 2.9519, grad_norm: 1.8915 2021-01-23 01:14:36,282 - mmaction - INFO - Epoch [102][300/2147] lr: 1.325e-01, eta: 6 days, 9:59:17, time: 1.486, data_time: 0.006, memory: 16628, top1_acc: 0.3607, top5_acc: 0.6103, loss_cls: 2.8847, loss: 2.8847, grad_norm: 1.8638 2021-01-23 01:15:05,505 - mmaction - INFO - Epoch [102][320/2147] lr: 1.325e-01, eta: 6 days, 9:58:37, time: 1.461, data_time: 0.007, memory: 16628, top1_acc: 0.3589, top5_acc: 0.6196, loss_cls: 2.8789, loss: 2.8789, grad_norm: 1.9246 2021-01-23 01:15:34,596 - mmaction - INFO - Epoch [102][340/2147] lr: 1.325e-01, eta: 6 days, 9:57:57, time: 1.454, data_time: 0.005, memory: 16628, top1_acc: 0.3455, top5_acc: 0.6022, loss_cls: 2.9685, loss: 2.9685, grad_norm: 1.9244 2021-01-23 01:16:04,510 - mmaction - INFO - Epoch [102][360/2147] lr: 1.325e-01, eta: 6 days, 9:57:18, time: 1.497, data_time: 0.004, memory: 16628, top1_acc: 0.3487, top5_acc: 0.6009, loss_cls: 2.9688, loss: 2.9688, grad_norm: 1.8827 2021-01-23 01:16:34,777 - mmaction - INFO - Epoch [102][380/2147] lr: 1.325e-01, eta: 6 days, 9:56:38, time: 1.448, data_time: 0.009, memory: 16628, top1_acc: 0.3504, top5_acc: 0.6004, loss_cls: 2.9702, loss: 2.9702, grad_norm: 1.9280 2021-01-23 01:17:09,968 - mmaction - INFO - Epoch [102][400/2147] lr: 1.325e-01, eta: 6 days, 9:56:10, time: 1.824, data_time: 0.075, memory: 16628, top1_acc: 0.3518, top5_acc: 0.6174, loss_cls: 2.8931, loss: 2.8931, grad_norm: 1.9247 2021-01-23 01:17:38,965 - mmaction - INFO - Epoch [102][420/2147] lr: 1.325e-01, eta: 6 days, 9:55:30, time: 1.448, data_time: 0.005, memory: 16628, top1_acc: 0.3607, top5_acc: 0.6045, loss_cls: 2.8909, loss: 2.8909, grad_norm: 1.8691 2021-01-23 01:18:09,771 - mmaction - INFO - Epoch [102][440/2147] lr: 1.325e-01, eta: 6 days, 9:54:53, time: 1.541, data_time: 0.007, memory: 16628, top1_acc: 0.3580, top5_acc: 0.6201, loss_cls: 2.8764, loss: 2.8764, grad_norm: 1.8904 2021-01-23 01:18:38,698 - mmaction - INFO - Epoch [102][460/2147] lr: 1.325e-01, eta: 6 days, 9:54:12, time: 1.446, data_time: 0.006, memory: 16628, top1_acc: 0.3737, top5_acc: 0.6179, loss_cls: 2.8398, loss: 2.8398, grad_norm: 1.9343 2021-01-23 01:19:07,454 - mmaction - INFO - Epoch [102][480/2147] lr: 1.325e-01, eta: 6 days, 9:53:32, time: 1.439, data_time: 0.008, memory: 16628, top1_acc: 0.3598, top5_acc: 0.6165, loss_cls: 2.8916, loss: 2.8916, grad_norm: 1.9163 2021-01-23 01:19:36,495 - mmaction - INFO - Epoch [102][500/2147] lr: 1.325e-01, eta: 6 days, 9:52:52, time: 1.453, data_time: 0.004, memory: 16628, top1_acc: 0.3509, top5_acc: 0.6170, loss_cls: 2.9610, loss: 2.9610, grad_norm: 1.9176 2021-01-23 01:20:07,380 - mmaction - INFO - Epoch [102][520/2147] lr: 1.325e-01, eta: 6 days, 9:52:15, time: 1.542, data_time: 0.008, memory: 16628, top1_acc: 0.3701, top5_acc: 0.6330, loss_cls: 2.8601, loss: 2.8601, grad_norm: 1.8849 2021-01-23 01:20:37,232 - mmaction - INFO - Epoch [102][540/2147] lr: 1.325e-01, eta: 6 days, 9:51:36, time: 1.494, data_time: 0.007, memory: 16628, top1_acc: 0.3567, top5_acc: 0.6201, loss_cls: 2.9078, loss: 2.9078, grad_norm: 1.9443 2021-01-23 01:21:09,349 - mmaction - INFO - Epoch [102][560/2147] lr: 1.325e-01, eta: 6 days, 9:51:01, time: 1.607, data_time: 0.005, memory: 16628, top1_acc: 0.3473, top5_acc: 0.5955, loss_cls: 2.9882, loss: 2.9882, grad_norm: 1.9813 2021-01-23 01:21:40,899 - mmaction - INFO - Epoch [102][580/2147] lr: 1.325e-01, eta: 6 days, 9:50:23, time: 1.513, data_time: 0.002, memory: 16628, top1_acc: 0.3433, top5_acc: 0.6125, loss_cls: 2.9931, loss: 2.9931, grad_norm: 1.9078 2021-01-23 01:22:14,592 - mmaction - INFO - Epoch [102][600/2147] lr: 1.325e-01, eta: 6 days, 9:49:52, time: 1.747, data_time: 0.068, memory: 16628, top1_acc: 0.3545, top5_acc: 0.6156, loss_cls: 2.8828, loss: 2.8828, grad_norm: 1.8957 2021-01-23 01:22:44,252 - mmaction - INFO - Epoch [102][620/2147] lr: 1.325e-01, eta: 6 days, 9:49:13, time: 1.483, data_time: 0.011, memory: 16628, top1_acc: 0.3513, top5_acc: 0.6062, loss_cls: 3.0019, loss: 3.0019, grad_norm: 1.9210 2021-01-23 01:23:14,686 - mmaction - INFO - Epoch [102][640/2147] lr: 1.325e-01, eta: 6 days, 9:48:36, time: 1.522, data_time: 0.005, memory: 16628, top1_acc: 0.3772, top5_acc: 0.6223, loss_cls: 2.8380, loss: 2.8380, grad_norm: 1.8891 2021-01-23 01:23:43,445 - mmaction - INFO - Epoch [102][660/2147] lr: 1.325e-01, eta: 6 days, 9:47:55, time: 1.439, data_time: 0.004, memory: 16628, top1_acc: 0.3424, top5_acc: 0.6201, loss_cls: 2.9260, loss: 2.9260, grad_norm: 1.9197 2021-01-23 01:24:16,227 - mmaction - INFO - Epoch [102][680/2147] lr: 1.325e-01, eta: 6 days, 9:47:21, time: 1.639, data_time: 0.007, memory: 16628, top1_acc: 0.3558, top5_acc: 0.6071, loss_cls: 2.9446, loss: 2.9446, grad_norm: 1.9189 2021-01-23 01:24:49,041 - mmaction - INFO - Epoch [102][700/2147] lr: 1.325e-01, eta: 6 days, 9:46:47, time: 1.639, data_time: 0.006, memory: 16628, top1_acc: 0.3429, top5_acc: 0.6045, loss_cls: 3.0156, loss: 3.0156, grad_norm: 1.9239 2021-01-23 01:25:18,500 - mmaction - INFO - Epoch [102][720/2147] lr: 1.325e-01, eta: 6 days, 9:46:07, time: 1.467, data_time: 0.015, memory: 16628, top1_acc: 0.3482, top5_acc: 0.6067, loss_cls: 2.9231, loss: 2.9231, grad_norm: 1.9326 2021-01-23 01:25:47,620 - mmaction - INFO - Epoch [102][740/2147] lr: 1.325e-01, eta: 6 days, 9:45:28, time: 1.462, data_time: 0.012, memory: 16628, top1_acc: 0.3732, top5_acc: 0.6147, loss_cls: 2.9001, loss: 2.9001, grad_norm: 1.9175 2021-01-23 01:26:19,923 - mmaction - INFO - Epoch [102][760/2147] lr: 1.325e-01, eta: 6 days, 9:44:53, time: 1.617, data_time: 0.007, memory: 16628, top1_acc: 0.3629, top5_acc: 0.6103, loss_cls: 2.9430, loss: 2.9430, grad_norm: 1.9120 2021-01-23 01:26:49,416 - mmaction - INFO - Epoch [102][780/2147] lr: 1.325e-01, eta: 6 days, 9:44:14, time: 1.476, data_time: 0.008, memory: 16628, top1_acc: 0.3500, top5_acc: 0.6049, loss_cls: 3.0043, loss: 3.0043, grad_norm: 1.8532 2021-01-23 01:27:21,642 - mmaction - INFO - Epoch [102][800/2147] lr: 1.325e-01, eta: 6 days, 9:43:39, time: 1.606, data_time: 0.004, memory: 16628, top1_acc: 0.3585, top5_acc: 0.5964, loss_cls: 2.9705, loss: 2.9705, grad_norm: 1.8420 2021-01-23 01:27:50,733 - mmaction - INFO - Epoch [102][820/2147] lr: 1.325e-01, eta: 6 days, 9:42:59, time: 1.459, data_time: 0.014, memory: 16628, top1_acc: 0.3451, top5_acc: 0.6143, loss_cls: 2.9416, loss: 2.9416, grad_norm: 1.9216 2021-01-23 01:28:19,351 - mmaction - INFO - Epoch [102][840/2147] lr: 1.325e-01, eta: 6 days, 9:42:18, time: 1.432, data_time: 0.002, memory: 16628, top1_acc: 0.3509, top5_acc: 0.6201, loss_cls: 2.8961, loss: 2.8961, grad_norm: 1.8941 2021-01-23 01:28:51,263 - mmaction - INFO - Epoch [102][860/2147] lr: 1.325e-01, eta: 6 days, 9:41:43, time: 1.595, data_time: 0.005, memory: 16628, top1_acc: 0.3531, top5_acc: 0.6201, loss_cls: 2.9019, loss: 2.9019, grad_norm: 1.9057 2021-01-23 01:29:20,808 - mmaction - INFO - Epoch [102][880/2147] lr: 1.325e-01, eta: 6 days, 9:41:04, time: 1.473, data_time: 0.003, memory: 16628, top1_acc: 0.3580, top5_acc: 0.6125, loss_cls: 2.9269, loss: 2.9269, grad_norm: 1.8868 2021-01-23 01:29:51,310 - mmaction - INFO - Epoch [102][900/2147] lr: 1.325e-01, eta: 6 days, 9:40:26, time: 1.528, data_time: 0.007, memory: 16628, top1_acc: 0.3464, top5_acc: 0.6170, loss_cls: 2.9183, loss: 2.9183, grad_norm: 1.8995 2021-01-23 01:30:20,077 - mmaction - INFO - Epoch [102][920/2147] lr: 1.325e-01, eta: 6 days, 9:39:46, time: 1.440, data_time: 0.003, memory: 16628, top1_acc: 0.3562, top5_acc: 0.6147, loss_cls: 2.8965, loss: 2.8965, grad_norm: 1.8825 2021-01-23 01:30:48,956 - mmaction - INFO - Epoch [102][940/2147] lr: 1.325e-01, eta: 6 days, 9:39:06, time: 1.444, data_time: 0.005, memory: 16628, top1_acc: 0.3433, top5_acc: 0.5911, loss_cls: 3.0164, loss: 3.0164, grad_norm: 1.9009 2021-01-23 01:31:17,467 - mmaction - INFO - Epoch [102][960/2147] lr: 1.325e-01, eta: 6 days, 9:38:25, time: 1.426, data_time: 0.004, memory: 16628, top1_acc: 0.3670, top5_acc: 0.6165, loss_cls: 2.8940, loss: 2.8940, grad_norm: 1.9124 2021-01-23 01:31:50,077 - mmaction - INFO - Epoch [102][980/2147] lr: 1.325e-01, eta: 6 days, 9:37:50, time: 1.619, data_time: 0.003, memory: 16628, top1_acc: 0.3527, top5_acc: 0.6107, loss_cls: 2.9368, loss: 2.9368, grad_norm: 1.9604 2021-01-23 01:32:22,981 - mmaction - INFO - Epoch [102][1000/2147] lr: 1.325e-01, eta: 6 days, 9:37:16, time: 1.656, data_time: 0.014, memory: 16628, top1_acc: 0.3621, top5_acc: 0.6263, loss_cls: 2.8982, loss: 2.8982, grad_norm: 1.8984 2021-01-23 01:32:57,752 - mmaction - INFO - Epoch [102][1020/2147] lr: 1.325e-01, eta: 6 days, 9:36:45, time: 1.724, data_time: 0.008, memory: 16628, top1_acc: 0.3549, top5_acc: 0.5951, loss_cls: 2.9684, loss: 2.9684, grad_norm: 1.9467 2021-01-23 01:33:28,933 - mmaction - INFO - Epoch [102][1040/2147] lr: 1.325e-01, eta: 6 days, 9:36:09, time: 1.567, data_time: 0.020, memory: 16628, top1_acc: 0.3687, top5_acc: 0.6295, loss_cls: 2.8085, loss: 2.8085, grad_norm: 1.8697 2021-01-23 01:34:01,228 - mmaction - INFO - Epoch [102][1060/2147] lr: 1.325e-01, eta: 6 days, 9:35:34, time: 1.618, data_time: 0.014, memory: 16628, top1_acc: 0.3513, top5_acc: 0.6004, loss_cls: 2.9623, loss: 2.9623, grad_norm: 1.8951 2021-01-23 01:34:33,297 - mmaction - INFO - Epoch [102][1080/2147] lr: 1.325e-01, eta: 6 days, 9:34:58, time: 1.603, data_time: 0.007, memory: 16628, top1_acc: 0.3687, top5_acc: 0.6192, loss_cls: 2.8764, loss: 2.8764, grad_norm: 1.8801 2021-01-23 01:35:05,767 - mmaction - INFO - Epoch [102][1100/2147] lr: 1.325e-01, eta: 6 days, 9:34:24, time: 1.622, data_time: 0.011, memory: 16628, top1_acc: 0.3491, top5_acc: 0.6165, loss_cls: 2.9004, loss: 2.9004, grad_norm: 1.9105 2021-01-23 01:35:36,493 - mmaction - INFO - Epoch [102][1120/2147] lr: 1.325e-01, eta: 6 days, 9:33:47, time: 1.544, data_time: 0.009, memory: 16628, top1_acc: 0.3504, top5_acc: 0.6107, loss_cls: 2.9098, loss: 2.9098, grad_norm: 1.9186 2021-01-23 01:36:07,677 - mmaction - INFO - Epoch [102][1140/2147] lr: 1.325e-01, eta: 6 days, 9:33:10, time: 1.553, data_time: 0.001, memory: 16628, top1_acc: 0.3696, top5_acc: 0.6080, loss_cls: 2.9127, loss: 2.9127, grad_norm: 1.9138 2021-01-23 01:36:41,294 - mmaction - INFO - Epoch [102][1160/2147] lr: 1.325e-01, eta: 6 days, 9:32:34, time: 1.596, data_time: 0.013, memory: 16628, top1_acc: 0.3317, top5_acc: 0.5884, loss_cls: 2.9847, loss: 2.9847, grad_norm: 1.8478 2021-01-23 01:37:11,093 - mmaction - INFO - Epoch [102][1180/2147] lr: 1.325e-01, eta: 6 days, 9:31:58, time: 1.578, data_time: 0.096, memory: 16628, top1_acc: 0.3522, top5_acc: 0.6045, loss_cls: 2.9660, loss: 2.9660, grad_norm: 1.9211 2021-01-23 01:37:40,182 - mmaction - INFO - Epoch [102][1200/2147] lr: 1.325e-01, eta: 6 days, 9:31:18, time: 1.454, data_time: 0.007, memory: 16628, top1_acc: 0.3674, top5_acc: 0.6192, loss_cls: 2.8260, loss: 2.8260, grad_norm: 1.8973 2021-01-23 01:38:09,838 - mmaction - INFO - Epoch [102][1220/2147] lr: 1.325e-01, eta: 6 days, 9:30:40, time: 1.483, data_time: 0.005, memory: 16628, top1_acc: 0.3540, top5_acc: 0.6009, loss_cls: 2.9726, loss: 2.9726, grad_norm: 1.9632 2021-01-23 01:38:41,235 - mmaction - INFO - Epoch [102][1240/2147] lr: 1.325e-01, eta: 6 days, 9:30:03, time: 1.572, data_time: 0.010, memory: 16628, top1_acc: 0.3554, top5_acc: 0.6121, loss_cls: 2.9078, loss: 2.9078, grad_norm: 1.8699 2021-01-23 01:39:12,989 - mmaction - INFO - Epoch [102][1260/2147] lr: 1.325e-01, eta: 6 days, 9:29:28, time: 1.587, data_time: 0.008, memory: 16628, top1_acc: 0.3692, top5_acc: 0.6161, loss_cls: 2.9130, loss: 2.9130, grad_norm: 1.8916 2021-01-23 01:39:41,913 - mmaction - INFO - Epoch [102][1280/2147] lr: 1.325e-01, eta: 6 days, 9:28:47, time: 1.445, data_time: 0.008, memory: 16628, top1_acc: 0.3478, top5_acc: 0.6152, loss_cls: 2.9169, loss: 2.9169, grad_norm: 1.9141 2021-01-23 01:40:13,589 - mmaction - INFO - Epoch [102][1300/2147] lr: 1.325e-01, eta: 6 days, 9:28:12, time: 1.585, data_time: 0.004, memory: 16628, top1_acc: 0.3607, top5_acc: 0.6152, loss_cls: 2.9008, loss: 2.9008, grad_norm: 1.9126 2021-01-23 01:40:44,008 - mmaction - INFO - Epoch [102][1320/2147] lr: 1.325e-01, eta: 6 days, 9:27:34, time: 1.518, data_time: 0.003, memory: 16628, top1_acc: 0.3576, top5_acc: 0.6054, loss_cls: 2.9160, loss: 2.9160, grad_norm: 1.8714 2021-01-23 01:41:14,987 - mmaction - INFO - Epoch [102][1340/2147] lr: 1.325e-01, eta: 6 days, 9:26:57, time: 1.547, data_time: 0.009, memory: 16628, top1_acc: 0.3571, top5_acc: 0.6143, loss_cls: 2.9360, loss: 2.9360, grad_norm: 1.8551 2021-01-23 01:41:45,199 - mmaction - INFO - Epoch [102][1360/2147] lr: 1.325e-01, eta: 6 days, 9:26:19, time: 1.513, data_time: 0.008, memory: 16628, top1_acc: 0.3545, top5_acc: 0.6196, loss_cls: 2.9081, loss: 2.9081, grad_norm: 1.8831 2021-01-23 01:42:16,835 - mmaction - INFO - Epoch [102][1380/2147] lr: 1.325e-01, eta: 6 days, 9:25:43, time: 1.575, data_time: 0.006, memory: 16628, top1_acc: 0.3603, top5_acc: 0.6201, loss_cls: 2.8562, loss: 2.8562, grad_norm: 1.9219 2021-01-23 01:42:49,307 - mmaction - INFO - Epoch [102][1400/2147] lr: 1.325e-01, eta: 6 days, 9:25:08, time: 1.627, data_time: 0.019, memory: 16628, top1_acc: 0.3571, top5_acc: 0.5991, loss_cls: 2.9286, loss: 2.9286, grad_norm: 1.9316 2021-01-23 01:43:18,042 - mmaction - INFO - Epoch [102][1420/2147] lr: 1.325e-01, eta: 6 days, 9:24:28, time: 1.439, data_time: 0.009, memory: 16628, top1_acc: 0.3540, top5_acc: 0.6098, loss_cls: 2.9314, loss: 2.9314, grad_norm: 1.9299 2021-01-23 01:43:48,637 - mmaction - INFO - Epoch [102][1440/2147] lr: 1.325e-01, eta: 6 days, 9:23:51, time: 1.532, data_time: 0.004, memory: 16628, top1_acc: 0.3433, top5_acc: 0.6004, loss_cls: 2.9627, loss: 2.9627, grad_norm: 1.9539 2021-01-23 01:44:22,385 - mmaction - INFO - Epoch [102][1460/2147] lr: 1.325e-01, eta: 6 days, 9:23:18, time: 1.684, data_time: 0.007, memory: 16628, top1_acc: 0.3451, top5_acc: 0.6071, loss_cls: 2.9530, loss: 2.9530, grad_norm: 1.9473 2021-01-23 01:44:53,479 - mmaction - INFO - Epoch [102][1480/2147] lr: 1.325e-01, eta: 6 days, 9:22:41, time: 1.556, data_time: 0.012, memory: 16628, top1_acc: 0.3732, top5_acc: 0.6214, loss_cls: 2.8482, loss: 2.8482, grad_norm: 1.8723 2021-01-23 01:45:24,308 - mmaction - INFO - Epoch [102][1500/2147] lr: 1.325e-01, eta: 6 days, 9:22:04, time: 1.543, data_time: 0.009, memory: 16628, top1_acc: 0.3580, top5_acc: 0.6089, loss_cls: 2.9666, loss: 2.9666, grad_norm: 1.9792 2021-01-23 01:45:54,247 - mmaction - INFO - Epoch [102][1520/2147] lr: 1.325e-01, eta: 6 days, 9:21:26, time: 1.499, data_time: 0.005, memory: 16628, top1_acc: 0.3464, top5_acc: 0.6040, loss_cls: 2.9849, loss: 2.9849, grad_norm: 1.9168 2021-01-23 01:46:28,653 - mmaction - INFO - Epoch [102][1540/2147] lr: 1.325e-01, eta: 6 days, 9:20:54, time: 1.716, data_time: 0.003, memory: 16628, top1_acc: 0.3567, top5_acc: 0.6062, loss_cls: 2.9386, loss: 2.9386, grad_norm: 1.9268 2021-01-23 01:47:01,651 - mmaction - INFO - Epoch [102][1560/2147] lr: 1.325e-01, eta: 6 days, 9:20:20, time: 1.653, data_time: 0.007, memory: 16628, top1_acc: 0.3701, top5_acc: 0.6009, loss_cls: 2.8979, loss: 2.8979, grad_norm: 1.9016 2021-01-23 01:47:33,459 - mmaction - INFO - Epoch [102][1580/2147] lr: 1.325e-01, eta: 6 days, 9:19:44, time: 1.587, data_time: 0.009, memory: 16628, top1_acc: 0.3580, top5_acc: 0.6219, loss_cls: 2.9118, loss: 2.9118, grad_norm: 1.9326 2021-01-23 01:48:02,199 - mmaction - INFO - Epoch [102][1600/2147] lr: 1.325e-01, eta: 6 days, 9:19:04, time: 1.441, data_time: 0.010, memory: 16628, top1_acc: 0.3415, top5_acc: 0.5875, loss_cls: 2.9837, loss: 2.9837, grad_norm: 1.9293 2021-01-23 01:48:32,392 - mmaction - INFO - Epoch [102][1620/2147] lr: 1.325e-01, eta: 6 days, 9:18:26, time: 1.511, data_time: 0.004, memory: 16628, top1_acc: 0.3473, top5_acc: 0.5982, loss_cls: 2.9671, loss: 2.9671, grad_norm: 1.9136 2021-01-23 01:49:01,298 - mmaction - INFO - Epoch [102][1640/2147] lr: 1.325e-01, eta: 6 days, 9:17:46, time: 1.444, data_time: 0.002, memory: 16628, top1_acc: 0.3746, top5_acc: 0.6192, loss_cls: 2.8920, loss: 2.8920, grad_norm: 1.8969 2021-01-23 01:49:31,315 - mmaction - INFO - Epoch [102][1660/2147] lr: 1.325e-01, eta: 6 days, 9:17:08, time: 1.502, data_time: 0.006, memory: 16628, top1_acc: 0.3527, top5_acc: 0.5996, loss_cls: 2.9644, loss: 2.9644, grad_norm: 1.8975 2021-01-23 01:49:59,906 - mmaction - INFO - Epoch [102][1680/2147] lr: 1.325e-01, eta: 6 days, 9:16:27, time: 1.427, data_time: 0.002, memory: 16628, top1_acc: 0.3388, top5_acc: 0.5884, loss_cls: 3.0144, loss: 3.0144, grad_norm: 1.8973 2021-01-23 01:50:28,670 - mmaction - INFO - Epoch [102][1700/2147] lr: 1.325e-01, eta: 6 days, 9:15:47, time: 1.440, data_time: 0.006, memory: 16628, top1_acc: 0.3536, top5_acc: 0.6031, loss_cls: 2.9759, loss: 2.9759, grad_norm: 1.8944 2021-01-23 01:50:59,476 - mmaction - INFO - Epoch [102][1720/2147] lr: 1.325e-01, eta: 6 days, 9:15:10, time: 1.541, data_time: 0.003, memory: 16628, top1_acc: 0.3911, top5_acc: 0.6299, loss_cls: 2.8304, loss: 2.8304, grad_norm: 1.8613 2021-01-23 01:51:28,107 - mmaction - INFO - Epoch [102][1740/2147] lr: 1.325e-01, eta: 6 days, 9:14:29, time: 1.430, data_time: 0.002, memory: 16628, top1_acc: 0.3491, top5_acc: 0.6210, loss_cls: 2.9290, loss: 2.9290, grad_norm: 1.8925 2021-01-23 01:51:57,981 - mmaction - INFO - Epoch [102][1760/2147] lr: 1.325e-01, eta: 6 days, 9:13:51, time: 1.492, data_time: 0.013, memory: 16628, top1_acc: 0.3531, top5_acc: 0.6054, loss_cls: 2.9510, loss: 2.9510, grad_norm: 1.9245 2021-01-23 01:52:26,678 - mmaction - INFO - Epoch [102][1780/2147] lr: 1.325e-01, eta: 6 days, 9:13:10, time: 1.437, data_time: 0.005, memory: 16628, top1_acc: 0.3536, top5_acc: 0.6049, loss_cls: 2.9560, loss: 2.9560, grad_norm: 1.8696 2021-01-23 01:52:57,007 - mmaction - INFO - Epoch [102][1800/2147] lr: 1.325e-01, eta: 6 days, 9:12:32, time: 1.515, data_time: 0.007, memory: 16628, top1_acc: 0.3429, top5_acc: 0.5991, loss_cls: 2.9891, loss: 2.9891, grad_norm: 1.9044 2021-01-23 01:53:27,575 - mmaction - INFO - Epoch [102][1820/2147] lr: 1.325e-01, eta: 6 days, 9:11:55, time: 1.530, data_time: 0.005, memory: 16628, top1_acc: 0.3750, top5_acc: 0.6286, loss_cls: 2.8238, loss: 2.8238, grad_norm: 1.8765 2021-01-23 01:53:57,417 - mmaction - INFO - Epoch [102][1840/2147] lr: 1.325e-01, eta: 6 days, 9:11:16, time: 1.488, data_time: 0.002, memory: 16628, top1_acc: 0.3674, top5_acc: 0.6214, loss_cls: 2.8713, loss: 2.8713, grad_norm: 1.8890 2021-01-23 01:54:28,903 - mmaction - INFO - Epoch [102][1860/2147] lr: 1.325e-01, eta: 6 days, 9:10:40, time: 1.575, data_time: 0.009, memory: 16628, top1_acc: 0.3638, top5_acc: 0.6045, loss_cls: 2.9310, loss: 2.9310, grad_norm: 1.9040 2021-01-23 01:54:57,507 - mmaction - INFO - Epoch [102][1880/2147] lr: 1.325e-01, eta: 6 days, 9:10:00, time: 1.434, data_time: 0.006, memory: 16628, top1_acc: 0.3420, top5_acc: 0.6259, loss_cls: 2.8868, loss: 2.8868, grad_norm: 1.9509 2021-01-23 01:55:27,171 - mmaction - INFO - Epoch [102][1900/2147] lr: 1.325e-01, eta: 6 days, 9:09:21, time: 1.480, data_time: 0.003, memory: 16628, top1_acc: 0.3522, top5_acc: 0.6027, loss_cls: 2.9553, loss: 2.9553, grad_norm: 1.9112 2021-01-23 01:55:59,222 - mmaction - INFO - Epoch [102][1920/2147] lr: 1.325e-01, eta: 6 days, 9:08:45, time: 1.596, data_time: 0.014, memory: 16628, top1_acc: 0.3567, top5_acc: 0.6161, loss_cls: 2.9044, loss: 2.9044, grad_norm: 1.9130 2021-01-23 01:56:28,553 - mmaction - INFO - Epoch [102][1940/2147] lr: 1.325e-01, eta: 6 days, 9:08:06, time: 1.474, data_time: 0.013, memory: 16628, top1_acc: 0.3491, top5_acc: 0.5987, loss_cls: 2.9537, loss: 2.9537, grad_norm: 1.9133 2021-01-23 01:56:59,721 - mmaction - INFO - Epoch [102][1960/2147] lr: 1.325e-01, eta: 6 days, 9:07:30, time: 1.559, data_time: 0.005, memory: 16628, top1_acc: 0.3513, top5_acc: 0.6246, loss_cls: 2.8959, loss: 2.8959, grad_norm: 1.9099 2021-01-23 01:57:31,331 - mmaction - INFO - Epoch [102][1980/2147] lr: 1.325e-01, eta: 6 days, 9:06:54, time: 1.574, data_time: 0.006, memory: 16628, top1_acc: 0.3464, top5_acc: 0.6112, loss_cls: 2.9394, loss: 2.9394, grad_norm: 1.9204 2021-01-23 01:58:00,308 - mmaction - INFO - Epoch [102][2000/2147] lr: 1.325e-01, eta: 6 days, 9:06:14, time: 1.454, data_time: 0.016, memory: 16628, top1_acc: 0.3513, top5_acc: 0.5942, loss_cls: 3.0290, loss: 3.0290, grad_norm: 1.8898 2021-01-23 01:58:31,102 - mmaction - INFO - Epoch [102][2020/2147] lr: 1.325e-01, eta: 6 days, 9:05:37, time: 1.541, data_time: 0.005, memory: 16628, top1_acc: 0.3634, top5_acc: 0.6129, loss_cls: 2.9341, loss: 2.9341, grad_norm: 1.8955 2021-01-23 01:59:00,262 - mmaction - INFO - Epoch [102][2040/2147] lr: 1.325e-01, eta: 6 days, 9:04:57, time: 1.460, data_time: 0.004, memory: 16628, top1_acc: 0.3348, top5_acc: 0.6027, loss_cls: 2.9636, loss: 2.9636, grad_norm: 1.8856 2021-01-23 01:59:33,910 - mmaction - INFO - Epoch [102][2060/2147] lr: 1.325e-01, eta: 6 days, 9:04:24, time: 1.682, data_time: 0.006, memory: 16628, top1_acc: 0.3379, top5_acc: 0.6107, loss_cls: 2.9357, loss: 2.9357, grad_norm: 1.8588 2021-01-23 02:00:04,114 - mmaction - INFO - Epoch [102][2080/2147] lr: 1.325e-01, eta: 6 days, 9:03:46, time: 1.507, data_time: 0.004, memory: 16628, top1_acc: 0.3554, top5_acc: 0.6129, loss_cls: 2.9077, loss: 2.9077, grad_norm: 1.9243 2021-01-23 02:00:33,896 - mmaction - INFO - Epoch [102][2100/2147] lr: 1.325e-01, eta: 6 days, 9:03:07, time: 1.484, data_time: 0.009, memory: 16628, top1_acc: 0.3571, top5_acc: 0.6174, loss_cls: 2.9358, loss: 2.9358, grad_norm: 1.9534 2021-01-23 02:01:05,158 - mmaction - INFO - Epoch [102][2120/2147] lr: 1.325e-01, eta: 6 days, 9:02:31, time: 1.566, data_time: 0.012, memory: 16628, top1_acc: 0.3504, top5_acc: 0.5991, loss_cls: 2.9966, loss: 2.9966, grad_norm: 1.8966 2021-01-23 02:01:34,302 - mmaction - INFO - Epoch [102][2140/2147] lr: 1.325e-01, eta: 6 days, 9:01:51, time: 1.464, data_time: 0.012, memory: 16628, top1_acc: 0.3665, top5_acc: 0.6344, loss_cls: 2.8097, loss: 2.8097, grad_norm: 1.8815 2021-01-23 02:07:04,879 - mmaction - INFO - Epoch [103][20/2147] lr: 1.314e-01, eta: 6 days, 9:07:33, time: 15.058, data_time: 13.269, memory: 16628, top1_acc: 0.3692, top5_acc: 0.6036, loss_cls: 2.8965, loss: 2.8965, grad_norm: 1.9028 2021-01-23 02:07:35,146 - mmaction - INFO - Epoch [103][40/2147] lr: 1.314e-01, eta: 6 days, 9:06:55, time: 1.519, data_time: 0.013, memory: 16628, top1_acc: 0.3580, top5_acc: 0.6121, loss_cls: 2.9321, loss: 2.9321, grad_norm: 1.8874 2021-01-23 02:08:05,174 - mmaction - INFO - Epoch [103][60/2147] lr: 1.314e-01, eta: 6 days, 9:06:17, time: 1.503, data_time: 0.006, memory: 16628, top1_acc: 0.3679, top5_acc: 0.6031, loss_cls: 2.9057, loss: 2.9057, grad_norm: 1.9515 2021-01-23 02:08:34,048 - mmaction - INFO - Epoch [103][80/2147] lr: 1.314e-01, eta: 6 days, 9:05:37, time: 1.444, data_time: 0.008, memory: 16628, top1_acc: 0.3504, top5_acc: 0.5942, loss_cls: 2.9674, loss: 2.9674, grad_norm: 1.9671 2021-01-23 02:09:03,619 - mmaction - INFO - Epoch [103][100/2147] lr: 1.314e-01, eta: 6 days, 9:04:58, time: 1.480, data_time: 0.013, memory: 16628, top1_acc: 0.3612, top5_acc: 0.6161, loss_cls: 2.8676, loss: 2.8676, grad_norm: 1.8867 2021-01-23 02:09:32,859 - mmaction - INFO - Epoch [103][120/2147] lr: 1.314e-01, eta: 6 days, 9:04:18, time: 1.462, data_time: 0.003, memory: 16628, top1_acc: 0.3732, top5_acc: 0.6241, loss_cls: 2.8488, loss: 2.8488, grad_norm: 1.8511 2021-01-23 02:10:03,688 - mmaction - INFO - Epoch [103][140/2147] lr: 1.314e-01, eta: 6 days, 9:03:41, time: 1.538, data_time: 0.002, memory: 16628, top1_acc: 0.3567, top5_acc: 0.6094, loss_cls: 2.9237, loss: 2.9237, grad_norm: 1.8796 2021-01-23 02:10:32,406 - mmaction - INFO - Epoch [103][160/2147] lr: 1.314e-01, eta: 6 days, 9:03:01, time: 1.439, data_time: 0.009, memory: 16628, top1_acc: 0.3549, top5_acc: 0.6129, loss_cls: 2.9288, loss: 2.9288, grad_norm: 1.8989 2021-01-23 02:11:01,246 - mmaction - INFO - Epoch [103][180/2147] lr: 1.314e-01, eta: 6 days, 9:02:21, time: 1.441, data_time: 0.003, memory: 16628, top1_acc: 0.3567, top5_acc: 0.6179, loss_cls: 2.9022, loss: 2.9022, grad_norm: 1.9446 2021-01-23 02:11:39,368 - mmaction - INFO - Epoch [103][200/2147] lr: 1.314e-01, eta: 6 days, 9:01:53, time: 1.865, data_time: 0.004, memory: 16628, top1_acc: 0.3509, top5_acc: 0.6121, loss_cls: 2.9442, loss: 2.9442, grad_norm: 1.9121 2021-01-23 02:12:11,107 - mmaction - INFO - Epoch [103][220/2147] lr: 1.314e-01, eta: 6 days, 9:01:19, time: 1.626, data_time: 0.102, memory: 16628, top1_acc: 0.3487, top5_acc: 0.5929, loss_cls: 2.9711, loss: 2.9711, grad_norm: 1.8968 2021-01-23 02:12:44,082 - mmaction - INFO - Epoch [103][240/2147] lr: 1.314e-01, eta: 6 days, 9:00:45, time: 1.649, data_time: 0.008, memory: 16628, top1_acc: 0.3647, top5_acc: 0.6089, loss_cls: 2.9036, loss: 2.9036, grad_norm: 1.9031 2021-01-23 02:13:13,096 - mmaction - INFO - Epoch [103][260/2147] lr: 1.314e-01, eta: 6 days, 9:00:05, time: 1.450, data_time: 0.005, memory: 16628, top1_acc: 0.3424, top5_acc: 0.5924, loss_cls: 2.9775, loss: 2.9775, grad_norm: 1.9142 2021-01-23 02:13:42,352 - mmaction - INFO - Epoch [103][280/2147] lr: 1.314e-01, eta: 6 days, 8:59:26, time: 1.466, data_time: 0.007, memory: 16628, top1_acc: 0.3540, top5_acc: 0.6121, loss_cls: 2.9343, loss: 2.9343, grad_norm: 1.8634 2021-01-23 02:14:11,620 - mmaction - INFO - Epoch [103][300/2147] lr: 1.314e-01, eta: 6 days, 8:58:46, time: 1.464, data_time: 0.002, memory: 16628, top1_acc: 0.3562, top5_acc: 0.6143, loss_cls: 2.8995, loss: 2.8995, grad_norm: 1.9286 2021-01-23 02:14:40,388 - mmaction - INFO - Epoch [103][320/2147] lr: 1.314e-01, eta: 6 days, 8:58:06, time: 1.435, data_time: 0.005, memory: 16628, top1_acc: 0.3500, top5_acc: 0.6125, loss_cls: 2.9403, loss: 2.9403, grad_norm: 1.9000 2021-01-23 02:15:10,566 - mmaction - INFO - Epoch [103][340/2147] lr: 1.314e-01, eta: 6 days, 8:57:27, time: 1.498, data_time: 0.005, memory: 16628, top1_acc: 0.3616, top5_acc: 0.6018, loss_cls: 2.9596, loss: 2.9596, grad_norm: 1.8727 2021-01-23 02:15:39,509 - mmaction - INFO - Epoch [103][360/2147] lr: 1.314e-01, eta: 6 days, 8:56:48, time: 1.457, data_time: 0.019, memory: 16628, top1_acc: 0.3808, top5_acc: 0.6348, loss_cls: 2.8482, loss: 2.8482, grad_norm: 1.8921 2021-01-23 02:16:10,190 - mmaction - INFO - Epoch [103][380/2147] lr: 1.314e-01, eta: 6 days, 8:56:10, time: 1.535, data_time: 0.006, memory: 16628, top1_acc: 0.3487, top5_acc: 0.6076, loss_cls: 2.9493, loss: 2.9493, grad_norm: 1.9192 2021-01-23 02:16:51,833 - mmaction - INFO - Epoch [103][400/2147] lr: 1.314e-01, eta: 6 days, 8:55:50, time: 2.085, data_time: 0.007, memory: 16628, top1_acc: 0.3812, top5_acc: 0.6237, loss_cls: 2.8502, loss: 2.8502, grad_norm: 1.8708 2021-01-23 02:17:20,477 - mmaction - INFO - Epoch [103][420/2147] lr: 1.314e-01, eta: 6 days, 8:55:09, time: 1.432, data_time: 0.006, memory: 16628, top1_acc: 0.3607, top5_acc: 0.6237, loss_cls: 2.8705, loss: 2.8705, grad_norm: 1.9405 2021-01-23 02:17:50,853 - mmaction - INFO - Epoch [103][440/2147] lr: 1.314e-01, eta: 6 days, 8:54:31, time: 1.519, data_time: 0.003, memory: 16628, top1_acc: 0.3665, top5_acc: 0.6259, loss_cls: 2.8786, loss: 2.8786, grad_norm: 1.9223 2021-01-23 02:18:20,187 - mmaction - INFO - Epoch [103][460/2147] lr: 1.314e-01, eta: 6 days, 8:53:52, time: 1.465, data_time: 0.001, memory: 16628, top1_acc: 0.3603, top5_acc: 0.6232, loss_cls: 2.8671, loss: 2.8671, grad_norm: 1.9412 2021-01-23 02:18:49,403 - mmaction - INFO - Epoch [103][480/2147] lr: 1.314e-01, eta: 6 days, 8:53:12, time: 1.461, data_time: 0.008, memory: 16628, top1_acc: 0.3446, top5_acc: 0.6223, loss_cls: 2.9422, loss: 2.9422, grad_norm: 1.9346 2021-01-23 02:19:18,950 - mmaction - INFO - Epoch [103][500/2147] lr: 1.314e-01, eta: 6 days, 8:52:33, time: 1.478, data_time: 0.003, memory: 16628, top1_acc: 0.3598, top5_acc: 0.6138, loss_cls: 2.8901, loss: 2.8901, grad_norm: 1.9009 2021-01-23 02:19:52,776 - mmaction - INFO - Epoch [103][520/2147] lr: 1.314e-01, eta: 6 days, 8:52:01, time: 1.692, data_time: 0.009, memory: 16628, top1_acc: 0.3509, top5_acc: 0.6103, loss_cls: 2.9195, loss: 2.9195, grad_norm: 1.9105 2021-01-23 02:20:24,947 - mmaction - INFO - Epoch [103][540/2147] lr: 1.314e-01, eta: 6 days, 8:51:25, time: 1.598, data_time: 0.005, memory: 16628, top1_acc: 0.3638, top5_acc: 0.6138, loss_cls: 2.8857, loss: 2.8857, grad_norm: 1.9520 2021-01-23 02:20:55,369 - mmaction - INFO - Epoch [103][560/2147] lr: 1.314e-01, eta: 6 days, 8:50:48, time: 1.531, data_time: 0.016, memory: 16628, top1_acc: 0.3580, top5_acc: 0.6143, loss_cls: 2.9112, loss: 2.9112, grad_norm: 1.9398 2021-01-23 02:21:24,256 - mmaction - INFO - Epoch [103][580/2147] lr: 1.314e-01, eta: 6 days, 8:50:08, time: 1.442, data_time: 0.004, memory: 16628, top1_acc: 0.3589, top5_acc: 0.6036, loss_cls: 2.9268, loss: 2.9268, grad_norm: 1.9146 2021-01-23 02:21:58,967 - mmaction - INFO - Epoch [103][600/2147] lr: 1.314e-01, eta: 6 days, 8:49:37, time: 1.738, data_time: 0.061, memory: 16628, top1_acc: 0.3665, top5_acc: 0.6089, loss_cls: 2.8696, loss: 2.8696, grad_norm: 1.8873 2021-01-23 02:22:27,742 - mmaction - INFO - Epoch [103][620/2147] lr: 1.314e-01, eta: 6 days, 8:48:56, time: 1.436, data_time: 0.003, memory: 16628, top1_acc: 0.3652, top5_acc: 0.6308, loss_cls: 2.8338, loss: 2.8338, grad_norm: 1.8997 2021-01-23 02:22:58,274 - mmaction - INFO - Epoch [103][640/2147] lr: 1.314e-01, eta: 6 days, 8:48:19, time: 1.525, data_time: 0.004, memory: 16628, top1_acc: 0.3790, top5_acc: 0.6335, loss_cls: 2.8162, loss: 2.8162, grad_norm: 1.8802 2021-01-23 02:23:26,993 - mmaction - INFO - Epoch [103][660/2147] lr: 1.314e-01, eta: 6 days, 8:47:39, time: 1.439, data_time: 0.012, memory: 16628, top1_acc: 0.3719, top5_acc: 0.6062, loss_cls: 2.8940, loss: 2.8940, grad_norm: 1.8930 2021-01-23 02:23:56,859 - mmaction - INFO - Epoch [103][680/2147] lr: 1.314e-01, eta: 6 days, 8:47:00, time: 1.493, data_time: 0.006, memory: 16628, top1_acc: 0.3491, top5_acc: 0.6143, loss_cls: 2.9477, loss: 2.9477, grad_norm: 1.9406 2021-01-23 02:24:26,095 - mmaction - INFO - Epoch [103][700/2147] lr: 1.314e-01, eta: 6 days, 8:46:21, time: 1.460, data_time: 0.004, memory: 16628, top1_acc: 0.3500, top5_acc: 0.5902, loss_cls: 3.0050, loss: 3.0050, grad_norm: 1.8929 2021-01-23 02:24:54,993 - mmaction - INFO - Epoch [103][720/2147] lr: 1.314e-01, eta: 6 days, 8:45:41, time: 1.449, data_time: 0.006, memory: 16628, top1_acc: 0.3478, top5_acc: 0.6161, loss_cls: 2.9127, loss: 2.9127, grad_norm: 1.9038 2021-01-23 02:25:26,540 - mmaction - INFO - Epoch [103][740/2147] lr: 1.314e-01, eta: 6 days, 8:45:05, time: 1.575, data_time: 0.001, memory: 16628, top1_acc: 0.3540, top5_acc: 0.6098, loss_cls: 2.9139, loss: 2.9139, grad_norm: 1.9492 2021-01-23 02:25:57,184 - mmaction - INFO - Epoch [103][760/2147] lr: 1.314e-01, eta: 6 days, 8:44:27, time: 1.535, data_time: 0.010, memory: 16628, top1_acc: 0.3598, top5_acc: 0.6103, loss_cls: 2.9332, loss: 2.9332, grad_norm: 1.8912 2021-01-23 02:26:27,997 - mmaction - INFO - Epoch [103][780/2147] lr: 1.314e-01, eta: 6 days, 8:43:50, time: 1.539, data_time: 0.005, memory: 16628, top1_acc: 0.3446, top5_acc: 0.5973, loss_cls: 2.9986, loss: 2.9986, grad_norm: 1.8865 2021-01-23 02:26:59,432 - mmaction - INFO - Epoch [103][800/2147] lr: 1.314e-01, eta: 6 days, 8:43:14, time: 1.573, data_time: 0.057, memory: 16628, top1_acc: 0.3808, top5_acc: 0.6183, loss_cls: 2.8528, loss: 2.8528, grad_norm: 1.9173 2021-01-23 02:27:31,950 - mmaction - INFO - Epoch [103][820/2147] lr: 1.314e-01, eta: 6 days, 8:42:39, time: 1.622, data_time: 0.008, memory: 16628, top1_acc: 0.3790, top5_acc: 0.6250, loss_cls: 2.8317, loss: 2.8317, grad_norm: 1.9083 2021-01-23 02:28:03,107 - mmaction - INFO - Epoch [103][840/2147] lr: 1.314e-01, eta: 6 days, 8:42:03, time: 1.559, data_time: 0.007, memory: 16628, top1_acc: 0.3603, top5_acc: 0.6080, loss_cls: 2.9277, loss: 2.9277, grad_norm: 1.9698 2021-01-23 02:28:33,299 - mmaction - INFO - Epoch [103][860/2147] lr: 1.314e-01, eta: 6 days, 8:41:25, time: 1.508, data_time: 0.010, memory: 16628, top1_acc: 0.3750, top5_acc: 0.6080, loss_cls: 2.8703, loss: 2.8703, grad_norm: 1.8712 2021-01-23 02:29:04,022 - mmaction - INFO - Epoch [103][880/2147] lr: 1.314e-01, eta: 6 days, 8:40:47, time: 1.535, data_time: 0.014, memory: 16628, top1_acc: 0.3603, top5_acc: 0.5973, loss_cls: 2.9420, loss: 2.9420, grad_norm: 1.8783 2021-01-23 02:29:36,535 - mmaction - INFO - Epoch [103][900/2147] lr: 1.314e-01, eta: 6 days, 8:40:13, time: 1.629, data_time: 0.008, memory: 16628, top1_acc: 0.3594, top5_acc: 0.6085, loss_cls: 2.9602, loss: 2.9602, grad_norm: 1.9104 2021-01-23 02:30:05,640 - mmaction - INFO - Epoch [103][920/2147] lr: 1.314e-01, eta: 6 days, 8:39:33, time: 1.448, data_time: 0.004, memory: 16628, top1_acc: 0.3545, top5_acc: 0.6286, loss_cls: 2.8730, loss: 2.8730, grad_norm: 1.9053 2021-01-23 02:30:35,355 - mmaction - INFO - Epoch [103][940/2147] lr: 1.314e-01, eta: 6 days, 8:38:54, time: 1.494, data_time: 0.012, memory: 16628, top1_acc: 0.3643, top5_acc: 0.6192, loss_cls: 2.8965, loss: 2.8965, grad_norm: 1.9249 2021-01-23 02:31:04,655 - mmaction - INFO - Epoch [103][960/2147] lr: 1.314e-01, eta: 6 days, 8:38:15, time: 1.465, data_time: 0.008, memory: 16628, top1_acc: 0.3625, top5_acc: 0.6156, loss_cls: 2.9118, loss: 2.9118, grad_norm: 1.9690 2021-01-23 02:31:35,064 - mmaction - INFO - Epoch [103][980/2147] lr: 1.314e-01, eta: 6 days, 8:37:37, time: 1.519, data_time: 0.003, memory: 16628, top1_acc: 0.3504, top5_acc: 0.6170, loss_cls: 2.9456, loss: 2.9456, grad_norm: 1.9147 2021-01-23 02:32:06,652 - mmaction - INFO - Epoch [103][1000/2147] lr: 1.314e-01, eta: 6 days, 8:37:01, time: 1.574, data_time: 0.061, memory: 16628, top1_acc: 0.3433, top5_acc: 0.5991, loss_cls: 2.9380, loss: 2.9380, grad_norm: 1.8670 2021-01-23 02:32:35,262 - mmaction - INFO - Epoch [103][1020/2147] lr: 1.314e-01, eta: 6 days, 8:36:21, time: 1.437, data_time: 0.010, memory: 16628, top1_acc: 0.3571, top5_acc: 0.6089, loss_cls: 2.9457, loss: 2.9457, grad_norm: 1.8991 2021-01-23 02:33:06,613 - mmaction - INFO - Epoch [103][1040/2147] lr: 1.314e-01, eta: 6 days, 8:35:45, time: 1.566, data_time: 0.006, memory: 16628, top1_acc: 0.3576, top5_acc: 0.6152, loss_cls: 2.8881, loss: 2.8881, grad_norm: 1.8988 2021-01-23 02:33:37,858 - mmaction - INFO - Epoch [103][1060/2147] lr: 1.314e-01, eta: 6 days, 8:35:08, time: 1.563, data_time: 0.005, memory: 16628, top1_acc: 0.3536, top5_acc: 0.6214, loss_cls: 2.8666, loss: 2.8666, grad_norm: 1.9224 2021-01-23 02:34:06,708 - mmaction - INFO - Epoch [103][1080/2147] lr: 1.314e-01, eta: 6 days, 8:34:28, time: 1.441, data_time: 0.010, memory: 16628, top1_acc: 0.3473, top5_acc: 0.6094, loss_cls: 2.9417, loss: 2.9417, grad_norm: 1.9568 2021-01-23 02:34:35,733 - mmaction - INFO - Epoch [103][1100/2147] lr: 1.314e-01, eta: 6 days, 8:33:48, time: 1.452, data_time: 0.007, memory: 16628, top1_acc: 0.3612, top5_acc: 0.6058, loss_cls: 2.9286, loss: 2.9286, grad_norm: 1.8863 2021-01-23 02:35:05,033 - mmaction - INFO - Epoch [103][1120/2147] lr: 1.314e-01, eta: 6 days, 8:33:09, time: 1.463, data_time: 0.009, memory: 16628, top1_acc: 0.3567, top5_acc: 0.6228, loss_cls: 2.9164, loss: 2.9164, grad_norm: 1.9115 2021-01-23 02:35:37,374 - mmaction - INFO - Epoch [103][1140/2147] lr: 1.314e-01, eta: 6 days, 8:32:34, time: 1.617, data_time: 0.008, memory: 16628, top1_acc: 0.3513, top5_acc: 0.5929, loss_cls: 2.9622, loss: 2.9622, grad_norm: 1.9201 2021-01-23 02:36:07,491 - mmaction - INFO - Epoch [103][1160/2147] lr: 1.314e-01, eta: 6 days, 8:31:56, time: 1.509, data_time: 0.007, memory: 16628, top1_acc: 0.3554, top5_acc: 0.6286, loss_cls: 2.9196, loss: 2.9196, grad_norm: 1.9002 2021-01-23 02:36:44,495 - mmaction - INFO - Epoch [103][1180/2147] lr: 1.314e-01, eta: 6 days, 8:31:27, time: 1.812, data_time: 0.003, memory: 16628, top1_acc: 0.3567, top5_acc: 0.6165, loss_cls: 2.8860, loss: 2.8860, grad_norm: 1.9021 2021-01-23 02:37:14,819 - mmaction - INFO - Epoch [103][1200/2147] lr: 1.314e-01, eta: 6 days, 8:30:50, time: 1.553, data_time: 0.045, memory: 16628, top1_acc: 0.3781, top5_acc: 0.6192, loss_cls: 2.8937, loss: 2.8937, grad_norm: 1.9068 2021-01-23 02:37:43,457 - mmaction - INFO - Epoch [103][1220/2147] lr: 1.314e-01, eta: 6 days, 8:30:10, time: 1.434, data_time: 0.005, memory: 16628, top1_acc: 0.3638, top5_acc: 0.6179, loss_cls: 2.8934, loss: 2.8934, grad_norm: 1.9046 2021-01-23 02:38:16,777 - mmaction - INFO - Epoch [103][1240/2147] lr: 1.314e-01, eta: 6 days, 8:29:37, time: 1.665, data_time: 0.001, memory: 16628, top1_acc: 0.3625, top5_acc: 0.6112, loss_cls: 2.9026, loss: 2.9026, grad_norm: 1.9369 2021-01-23 02:38:49,867 - mmaction - INFO - Epoch [103][1260/2147] lr: 1.314e-01, eta: 6 days, 8:29:03, time: 1.651, data_time: 0.002, memory: 16628, top1_acc: 0.3473, top5_acc: 0.6076, loss_cls: 2.9493, loss: 2.9493, grad_norm: 1.9171 2021-01-23 02:39:21,498 - mmaction - INFO - Epoch [103][1280/2147] lr: 1.314e-01, eta: 6 days, 8:28:27, time: 1.575, data_time: 0.012, memory: 16628, top1_acc: 0.3598, top5_acc: 0.5951, loss_cls: 2.9371, loss: 2.9371, grad_norm: 1.8925 2021-01-23 02:39:51,025 - mmaction - INFO - Epoch [103][1300/2147] lr: 1.314e-01, eta: 6 days, 8:27:48, time: 1.484, data_time: 0.013, memory: 16628, top1_acc: 0.3746, top5_acc: 0.6299, loss_cls: 2.8354, loss: 2.8354, grad_norm: 1.9213 2021-01-23 02:40:20,909 - mmaction - INFO - Epoch [103][1320/2147] lr: 1.314e-01, eta: 6 days, 8:27:09, time: 1.495, data_time: 0.010, memory: 16628, top1_acc: 0.3580, top5_acc: 0.6192, loss_cls: 2.9079, loss: 2.9079, grad_norm: 1.9525 2021-01-23 02:40:50,181 - mmaction - INFO - Epoch [103][1340/2147] lr: 1.314e-01, eta: 6 days, 8:26:30, time: 1.465, data_time: 0.003, memory: 16628, top1_acc: 0.3527, top5_acc: 0.6107, loss_cls: 2.9241, loss: 2.9241, grad_norm: 1.8983 2021-01-23 02:41:22,139 - mmaction - INFO - Epoch [103][1360/2147] lr: 1.314e-01, eta: 6 days, 8:25:55, time: 1.596, data_time: 0.009, memory: 16628, top1_acc: 0.3540, top5_acc: 0.6112, loss_cls: 2.8887, loss: 2.8887, grad_norm: 1.9200 2021-01-23 02:41:51,089 - mmaction - INFO - Epoch [103][1380/2147] lr: 1.314e-01, eta: 6 days, 8:25:15, time: 1.449, data_time: 0.004, memory: 16628, top1_acc: 0.3701, top5_acc: 0.6156, loss_cls: 2.8739, loss: 2.8739, grad_norm: 1.9138 2021-01-23 02:42:22,487 - mmaction - INFO - Epoch [103][1400/2147] lr: 1.314e-01, eta: 6 days, 8:24:38, time: 1.565, data_time: 0.003, memory: 16628, top1_acc: 0.3643, top5_acc: 0.6196, loss_cls: 2.8751, loss: 2.8751, grad_norm: 1.8994 2021-01-23 02:42:53,918 - mmaction - INFO - Epoch [103][1420/2147] lr: 1.314e-01, eta: 6 days, 8:24:02, time: 1.573, data_time: 0.008, memory: 16628, top1_acc: 0.3567, top5_acc: 0.6098, loss_cls: 2.9564, loss: 2.9564, grad_norm: 1.9027 2021-01-23 02:43:22,988 - mmaction - INFO - Epoch [103][1440/2147] lr: 1.314e-01, eta: 6 days, 8:23:23, time: 1.454, data_time: 0.018, memory: 16628, top1_acc: 0.3589, top5_acc: 0.6232, loss_cls: 2.8717, loss: 2.8717, grad_norm: 1.9083 2021-01-23 02:43:51,655 - mmaction - INFO - Epoch [103][1460/2147] lr: 1.314e-01, eta: 6 days, 8:22:42, time: 1.435, data_time: 0.005, memory: 16628, top1_acc: 0.3411, top5_acc: 0.6085, loss_cls: 2.9220, loss: 2.9220, grad_norm: 1.8993 2021-01-23 02:44:24,729 - mmaction - INFO - Epoch [103][1480/2147] lr: 1.314e-01, eta: 6 days, 8:22:09, time: 1.655, data_time: 0.011, memory: 16628, top1_acc: 0.3491, top5_acc: 0.6116, loss_cls: 2.9333, loss: 2.9333, grad_norm: 1.8836 2021-01-23 02:44:58,930 - mmaction - INFO - Epoch [103][1500/2147] lr: 1.314e-01, eta: 6 days, 8:21:37, time: 1.711, data_time: 0.004, memory: 16628, top1_acc: 0.3549, top5_acc: 0.6103, loss_cls: 2.9505, loss: 2.9505, grad_norm: 1.9428 2021-01-23 02:45:27,820 - mmaction - INFO - Epoch [103][1520/2147] lr: 1.314e-01, eta: 6 days, 8:20:57, time: 1.445, data_time: 0.004, memory: 16628, top1_acc: 0.3446, top5_acc: 0.6094, loss_cls: 2.9659, loss: 2.9659, grad_norm: 1.9153 2021-01-23 02:45:57,942 - mmaction - INFO - Epoch [103][1540/2147] lr: 1.314e-01, eta: 6 days, 8:20:18, time: 1.498, data_time: 0.004, memory: 16628, top1_acc: 0.3420, top5_acc: 0.6147, loss_cls: 2.9139, loss: 2.9139, grad_norm: 1.9019 2021-01-23 02:46:26,812 - mmaction - INFO - Epoch [103][1560/2147] lr: 1.314e-01, eta: 6 days, 8:19:39, time: 1.452, data_time: 0.013, memory: 16628, top1_acc: 0.3585, top5_acc: 0.6054, loss_cls: 2.9236, loss: 2.9236, grad_norm: 1.9348 2021-01-23 02:47:03,402 - mmaction - INFO - Epoch [103][1580/2147] lr: 1.314e-01, eta: 6 days, 8:19:10, time: 1.827, data_time: 0.002, memory: 16628, top1_acc: 0.3799, top5_acc: 0.6384, loss_cls: 2.8136, loss: 2.8136, grad_norm: 1.8469 2021-01-23 02:47:38,161 - mmaction - INFO - Epoch [103][1600/2147] lr: 1.314e-01, eta: 6 days, 8:18:39, time: 1.735, data_time: 0.014, memory: 16628, top1_acc: 0.3536, top5_acc: 0.6040, loss_cls: 2.9103, loss: 2.9103, grad_norm: 1.8784 2021-01-23 02:48:07,454 - mmaction - INFO - Epoch [103][1620/2147] lr: 1.314e-01, eta: 6 days, 8:18:00, time: 1.471, data_time: 0.007, memory: 16628, top1_acc: 0.3558, top5_acc: 0.6031, loss_cls: 2.9470, loss: 2.9470, grad_norm: 1.8810 2021-01-23 02:48:40,379 - mmaction - INFO - Epoch [103][1640/2147] lr: 1.314e-01, eta: 6 days, 8:17:26, time: 1.645, data_time: 0.002, memory: 16628, top1_acc: 0.3491, top5_acc: 0.6210, loss_cls: 2.8982, loss: 2.8982, grad_norm: 1.9230 2021-01-23 02:49:10,023 - mmaction - INFO - Epoch [103][1660/2147] lr: 1.314e-01, eta: 6 days, 8:16:47, time: 1.478, data_time: 0.003, memory: 16628, top1_acc: 0.3634, top5_acc: 0.6214, loss_cls: 2.8558, loss: 2.8558, grad_norm: 1.9539 2021-01-23 02:49:40,178 - mmaction - INFO - Epoch [103][1680/2147] lr: 1.314e-01, eta: 6 days, 8:16:09, time: 1.501, data_time: 0.012, memory: 16628, top1_acc: 0.3531, top5_acc: 0.6116, loss_cls: 2.9183, loss: 2.9183, grad_norm: 1.9342 2021-01-23 02:50:09,124 - mmaction - INFO - Epoch [103][1700/2147] lr: 1.314e-01, eta: 6 days, 8:15:29, time: 1.454, data_time: 0.017, memory: 16628, top1_acc: 0.3522, top5_acc: 0.6062, loss_cls: 2.9409, loss: 2.9409, grad_norm: 1.9002 2021-01-23 02:50:40,675 - mmaction - INFO - Epoch [103][1720/2147] lr: 1.314e-01, eta: 6 days, 8:14:53, time: 1.583, data_time: 0.012, memory: 16628, top1_acc: 0.3442, top5_acc: 0.6049, loss_cls: 2.9776, loss: 2.9776, grad_norm: 1.9256 2021-01-23 02:51:14,548 - mmaction - INFO - Epoch [103][1740/2147] lr: 1.314e-01, eta: 6 days, 8:14:21, time: 1.694, data_time: 0.005, memory: 16628, top1_acc: 0.3638, top5_acc: 0.6085, loss_cls: 2.9198, loss: 2.9198, grad_norm: 1.9084 2021-01-23 02:51:45,032 - mmaction - INFO - Epoch [103][1760/2147] lr: 1.314e-01, eta: 6 days, 8:13:43, time: 1.524, data_time: 0.001, memory: 16628, top1_acc: 0.3469, top5_acc: 0.5897, loss_cls: 2.9939, loss: 2.9939, grad_norm: 1.9180 2021-01-23 02:52:15,003 - mmaction - INFO - Epoch [103][1780/2147] lr: 1.314e-01, eta: 6 days, 8:13:05, time: 1.496, data_time: 0.023, memory: 16628, top1_acc: 0.3679, top5_acc: 0.6071, loss_cls: 2.9029, loss: 2.9029, grad_norm: 1.9220 2021-01-23 02:52:44,822 - mmaction - INFO - Epoch [103][1800/2147] lr: 1.314e-01, eta: 6 days, 8:12:26, time: 1.488, data_time: 0.006, memory: 16628, top1_acc: 0.3679, top5_acc: 0.6121, loss_cls: 2.8903, loss: 2.8903, grad_norm: 1.9207 2021-01-23 02:53:15,772 - mmaction - INFO - Epoch [103][1820/2147] lr: 1.314e-01, eta: 6 days, 8:11:49, time: 1.548, data_time: 0.010, memory: 16628, top1_acc: 0.3674, top5_acc: 0.6116, loss_cls: 2.9196, loss: 2.9196, grad_norm: 1.9396 2021-01-23 02:53:47,073 - mmaction - INFO - Epoch [103][1840/2147] lr: 1.314e-01, eta: 6 days, 8:11:13, time: 1.571, data_time: 0.009, memory: 16628, top1_acc: 0.3522, top5_acc: 0.6112, loss_cls: 2.9319, loss: 2.9319, grad_norm: 1.9362 2021-01-23 02:54:23,113 - mmaction - INFO - Epoch [103][1860/2147] lr: 1.314e-01, eta: 6 days, 8:10:43, time: 1.796, data_time: 0.002, memory: 16628, top1_acc: 0.3487, top5_acc: 0.5902, loss_cls: 3.0262, loss: 3.0262, grad_norm: 1.9263 2021-01-23 02:54:55,694 - mmaction - INFO - Epoch [103][1880/2147] lr: 1.314e-01, eta: 6 days, 8:10:09, time: 1.632, data_time: 0.013, memory: 16628, top1_acc: 0.3522, top5_acc: 0.6071, loss_cls: 2.9434, loss: 2.9434, grad_norm: 1.8814 2021-01-23 02:55:29,352 - mmaction - INFO - Epoch [103][1900/2147] lr: 1.314e-01, eta: 6 days, 8:09:36, time: 1.676, data_time: 0.008, memory: 16628, top1_acc: 0.3661, top5_acc: 0.6187, loss_cls: 2.9183, loss: 2.9183, grad_norm: 1.8917 2021-01-23 02:56:01,661 - mmaction - INFO - Epoch [103][1920/2147] lr: 1.314e-01, eta: 6 days, 8:09:01, time: 1.618, data_time: 0.020, memory: 16628, top1_acc: 0.3473, top5_acc: 0.6121, loss_cls: 2.9271, loss: 2.9271, grad_norm: 1.8838 2021-01-23 02:56:30,292 - mmaction - INFO - Epoch [103][1940/2147] lr: 1.314e-01, eta: 6 days, 8:08:21, time: 1.439, data_time: 0.010, memory: 16628, top1_acc: 0.3536, top5_acc: 0.6049, loss_cls: 2.9505, loss: 2.9505, grad_norm: 1.9163 2021-01-23 02:57:02,535 - mmaction - INFO - Epoch [103][1960/2147] lr: 1.314e-01, eta: 6 days, 8:07:46, time: 1.611, data_time: 0.018, memory: 16628, top1_acc: 0.3411, top5_acc: 0.5830, loss_cls: 3.0475, loss: 3.0475, grad_norm: 1.9882 2021-01-23 02:57:33,274 - mmaction - INFO - Epoch [103][1980/2147] lr: 1.314e-01, eta: 6 days, 8:07:09, time: 1.536, data_time: 0.004, memory: 16628, top1_acc: 0.3580, top5_acc: 0.6152, loss_cls: 2.9168, loss: 2.9168, grad_norm: 1.8803 2021-01-23 02:58:01,950 - mmaction - INFO - Epoch [103][2000/2147] lr: 1.314e-01, eta: 6 days, 8:06:29, time: 1.435, data_time: 0.010, memory: 16628, top1_acc: 0.3580, top5_acc: 0.6232, loss_cls: 2.8768, loss: 2.8768, grad_norm: 1.9046 2021-01-23 02:58:34,245 - mmaction - INFO - Epoch [103][2020/2147] lr: 1.314e-01, eta: 6 days, 8:05:54, time: 1.615, data_time: 0.003, memory: 16628, top1_acc: 0.3446, top5_acc: 0.5862, loss_cls: 3.0170, loss: 3.0170, grad_norm: 1.9127 2021-01-23 02:59:03,559 - mmaction - INFO - Epoch [103][2040/2147] lr: 1.314e-01, eta: 6 days, 8:05:15, time: 1.465, data_time: 0.011, memory: 16628, top1_acc: 0.3393, top5_acc: 0.6071, loss_cls: 2.9647, loss: 2.9647, grad_norm: 1.9286 2021-01-23 02:59:37,809 - mmaction - INFO - Epoch [103][2060/2147] lr: 1.314e-01, eta: 6 days, 8:04:43, time: 1.706, data_time: 0.007, memory: 16628, top1_acc: 0.3473, top5_acc: 0.5991, loss_cls: 2.9701, loss: 2.9701, grad_norm: 1.9158 2021-01-23 03:00:06,308 - mmaction - INFO - Epoch [103][2080/2147] lr: 1.314e-01, eta: 6 days, 8:04:02, time: 1.433, data_time: 0.015, memory: 16628, top1_acc: 0.3545, top5_acc: 0.6076, loss_cls: 2.9513, loss: 2.9513, grad_norm: 1.9083 2021-01-23 03:00:36,885 - mmaction - INFO - Epoch [103][2100/2147] lr: 1.314e-01, eta: 6 days, 8:03:25, time: 1.529, data_time: 0.002, memory: 16628, top1_acc: 0.3763, top5_acc: 0.6125, loss_cls: 2.8991, loss: 2.8991, grad_norm: 1.9144 2021-01-23 03:01:07,960 - mmaction - INFO - Epoch [103][2120/2147] lr: 1.314e-01, eta: 6 days, 8:02:48, time: 1.549, data_time: 0.004, memory: 16628, top1_acc: 0.3594, top5_acc: 0.6143, loss_cls: 2.8940, loss: 2.8940, grad_norm: 1.9199 2021-01-23 03:01:41,469 - mmaction - INFO - Epoch [103][2140/2147] lr: 1.314e-01, eta: 6 days, 8:02:12, time: 1.587, data_time: 0.006, memory: 16628, top1_acc: 0.3366, top5_acc: 0.6156, loss_cls: 2.9731, loss: 2.9731, grad_norm: 1.9492 2021-01-23 03:07:37,601 - mmaction - INFO - Epoch [104][20/2147] lr: 1.302e-01, eta: 6 days, 8:08:24, time: 16.286, data_time: 14.625, memory: 16628, top1_acc: 0.3670, top5_acc: 0.6237, loss_cls: 2.8985, loss: 2.8985, grad_norm: 1.8853 2021-01-23 03:08:12,491 - mmaction - INFO - Epoch [104][40/2147] lr: 1.302e-01, eta: 6 days, 8:07:53, time: 1.746, data_time: 0.020, memory: 16628, top1_acc: 0.3692, top5_acc: 0.6312, loss_cls: 2.8547, loss: 2.8547, grad_norm: 1.9729 2021-01-23 03:08:41,373 - mmaction - INFO - Epoch [104][60/2147] lr: 1.302e-01, eta: 6 days, 8:07:14, time: 1.450, data_time: 0.011, memory: 16628, top1_acc: 0.3625, top5_acc: 0.6094, loss_cls: 2.9221, loss: 2.9221, grad_norm: 1.8913 2021-01-23 03:09:12,762 - mmaction - INFO - Epoch [104][80/2147] lr: 1.302e-01, eta: 6 days, 8:06:37, time: 1.573, data_time: 0.014, memory: 16628, top1_acc: 0.3554, top5_acc: 0.6156, loss_cls: 2.9243, loss: 2.9243, grad_norm: 1.9142 2021-01-23 03:09:42,160 - mmaction - INFO - Epoch [104][100/2147] lr: 1.302e-01, eta: 6 days, 8:05:58, time: 1.470, data_time: 0.006, memory: 16628, top1_acc: 0.3857, top5_acc: 0.6496, loss_cls: 2.7536, loss: 2.7536, grad_norm: 1.9116 2021-01-23 03:10:12,858 - mmaction - INFO - Epoch [104][120/2147] lr: 1.302e-01, eta: 6 days, 8:05:21, time: 1.535, data_time: 0.002, memory: 16628, top1_acc: 0.3469, top5_acc: 0.6170, loss_cls: 2.9491, loss: 2.9491, grad_norm: 1.9248 2021-01-23 03:10:42,104 - mmaction - INFO - Epoch [104][140/2147] lr: 1.302e-01, eta: 6 days, 8:04:41, time: 1.461, data_time: 0.003, memory: 16628, top1_acc: 0.3638, top5_acc: 0.6147, loss_cls: 2.8804, loss: 2.8804, grad_norm: 1.8984 2021-01-23 03:11:11,013 - mmaction - INFO - Epoch [104][160/2147] lr: 1.302e-01, eta: 6 days, 8:04:01, time: 1.443, data_time: 0.008, memory: 16628, top1_acc: 0.3687, top5_acc: 0.6201, loss_cls: 2.8558, loss: 2.8558, grad_norm: 1.9311 2021-01-23 03:11:42,006 - mmaction - INFO - Epoch [104][180/2147] lr: 1.302e-01, eta: 6 days, 8:03:25, time: 1.554, data_time: 0.010, memory: 16628, top1_acc: 0.3647, top5_acc: 0.6196, loss_cls: 2.8643, loss: 2.8643, grad_norm: 1.9213 2021-01-23 03:12:12,779 - mmaction - INFO - Epoch [104][200/2147] lr: 1.302e-01, eta: 6 days, 8:02:47, time: 1.538, data_time: 0.003, memory: 16628, top1_acc: 0.3567, top5_acc: 0.5978, loss_cls: 2.9421, loss: 2.9421, grad_norm: 1.9566 2021-01-23 03:12:45,152 - mmaction - INFO - Epoch [104][220/2147] lr: 1.302e-01, eta: 6 days, 8:02:13, time: 1.616, data_time: 0.006, memory: 16628, top1_acc: 0.3621, top5_acc: 0.6174, loss_cls: 2.8666, loss: 2.8666, grad_norm: 1.9127 2021-01-23 03:13:14,935 - mmaction - INFO - Epoch [104][240/2147] lr: 1.302e-01, eta: 6 days, 8:01:34, time: 1.492, data_time: 0.008, memory: 16628, top1_acc: 0.3656, top5_acc: 0.6116, loss_cls: 2.8664, loss: 2.8664, grad_norm: 1.9102 2021-01-23 03:13:43,577 - mmaction - INFO - Epoch [104][260/2147] lr: 1.302e-01, eta: 6 days, 8:00:54, time: 1.431, data_time: 0.006, memory: 16628, top1_acc: 0.3714, top5_acc: 0.6210, loss_cls: 2.8582, loss: 2.8582, grad_norm: 1.8820 2021-01-23 03:14:12,395 - mmaction - INFO - Epoch [104][280/2147] lr: 1.302e-01, eta: 6 days, 8:00:14, time: 1.443, data_time: 0.004, memory: 16628, top1_acc: 0.3679, top5_acc: 0.6147, loss_cls: 2.8897, loss: 2.8897, grad_norm: 1.9385 2021-01-23 03:14:42,568 - mmaction - INFO - Epoch [104][300/2147] lr: 1.302e-01, eta: 6 days, 7:59:36, time: 1.508, data_time: 0.007, memory: 16628, top1_acc: 0.3732, top5_acc: 0.6299, loss_cls: 2.8395, loss: 2.8395, grad_norm: 1.9047 2021-01-23 03:15:13,674 - mmaction - INFO - Epoch [104][320/2147] lr: 1.302e-01, eta: 6 days, 7:58:59, time: 1.555, data_time: 0.002, memory: 16628, top1_acc: 0.3665, top5_acc: 0.6143, loss_cls: 2.8831, loss: 2.8831, grad_norm: 1.9138 2021-01-23 03:15:42,337 - mmaction - INFO - Epoch [104][340/2147] lr: 1.302e-01, eta: 6 days, 7:58:19, time: 1.434, data_time: 0.004, memory: 16628, top1_acc: 0.3674, top5_acc: 0.6054, loss_cls: 2.9090, loss: 2.9090, grad_norm: 1.8939 2021-01-23 03:16:13,167 - mmaction - INFO - Epoch [104][360/2147] lr: 1.302e-01, eta: 6 days, 7:57:42, time: 1.539, data_time: 0.011, memory: 16628, top1_acc: 0.3384, top5_acc: 0.6058, loss_cls: 2.9498, loss: 2.9498, grad_norm: 1.9379 2021-01-23 03:16:51,401 - mmaction - INFO - Epoch [104][380/2147] lr: 1.302e-01, eta: 6 days, 7:57:15, time: 1.909, data_time: 0.010, memory: 16628, top1_acc: 0.3728, top5_acc: 0.6121, loss_cls: 2.9161, loss: 2.9161, grad_norm: 1.9136 2021-01-23 03:17:20,213 - mmaction - INFO - Epoch [104][400/2147] lr: 1.302e-01, eta: 6 days, 7:56:35, time: 1.445, data_time: 0.008, memory: 16628, top1_acc: 0.3638, top5_acc: 0.6223, loss_cls: 2.8999, loss: 2.8999, grad_norm: 1.9424 2021-01-23 03:17:53,440 - mmaction - INFO - Epoch [104][420/2147] lr: 1.302e-01, eta: 6 days, 7:56:02, time: 1.653, data_time: 0.008, memory: 16628, top1_acc: 0.3812, top5_acc: 0.6272, loss_cls: 2.8341, loss: 2.8341, grad_norm: 1.8840 2021-01-23 03:18:24,289 - mmaction - INFO - Epoch [104][440/2147] lr: 1.302e-01, eta: 6 days, 7:55:25, time: 1.551, data_time: 0.016, memory: 16628, top1_acc: 0.3504, top5_acc: 0.6134, loss_cls: 2.9223, loss: 2.9223, grad_norm: 1.9778 2021-01-23 03:18:55,764 - mmaction - INFO - Epoch [104][460/2147] lr: 1.302e-01, eta: 6 days, 7:54:49, time: 1.570, data_time: 0.005, memory: 16628, top1_acc: 0.3741, top5_acc: 0.6250, loss_cls: 2.8662, loss: 2.8662, grad_norm: 1.9022 2021-01-23 03:19:24,991 - mmaction - INFO - Epoch [104][480/2147] lr: 1.302e-01, eta: 6 days, 7:54:09, time: 1.462, data_time: 0.010, memory: 16628, top1_acc: 0.3540, top5_acc: 0.6107, loss_cls: 2.9754, loss: 2.9754, grad_norm: 1.9450 2021-01-23 03:19:59,496 - mmaction - INFO - Epoch [104][500/2147] lr: 1.302e-01, eta: 6 days, 7:53:38, time: 1.728, data_time: 0.010, memory: 16628, top1_acc: 0.3536, top5_acc: 0.5964, loss_cls: 2.9539, loss: 2.9539, grad_norm: 1.9368 2021-01-23 03:20:28,364 - mmaction - INFO - Epoch [104][520/2147] lr: 1.302e-01, eta: 6 days, 7:52:58, time: 1.445, data_time: 0.005, memory: 16628, top1_acc: 0.3665, top5_acc: 0.6281, loss_cls: 2.8607, loss: 2.8607, grad_norm: 1.8877 2021-01-23 03:20:59,338 - mmaction - INFO - Epoch [104][540/2147] lr: 1.302e-01, eta: 6 days, 7:52:21, time: 1.550, data_time: 0.005, memory: 16628, top1_acc: 0.3455, top5_acc: 0.5969, loss_cls: 2.9911, loss: 2.9911, grad_norm: 1.9471 2021-01-23 03:21:28,500 - mmaction - INFO - Epoch [104][560/2147] lr: 1.302e-01, eta: 6 days, 7:51:41, time: 1.459, data_time: 0.005, memory: 16628, top1_acc: 0.3656, top5_acc: 0.6062, loss_cls: 2.9371, loss: 2.9371, grad_norm: 1.9187 2021-01-23 03:22:01,313 - mmaction - INFO - Epoch [104][580/2147] lr: 1.302e-01, eta: 6 days, 7:51:07, time: 1.639, data_time: 0.005, memory: 16628, top1_acc: 0.3647, top5_acc: 0.6134, loss_cls: 2.9122, loss: 2.9122, grad_norm: 1.9020 2021-01-23 03:22:33,725 - mmaction - INFO - Epoch [104][600/2147] lr: 1.302e-01, eta: 6 days, 7:50:32, time: 1.619, data_time: 0.003, memory: 16628, top1_acc: 0.3549, top5_acc: 0.6022, loss_cls: 2.8994, loss: 2.8994, grad_norm: 1.9323 2021-01-23 03:23:06,622 - mmaction - INFO - Epoch [104][620/2147] lr: 1.302e-01, eta: 6 days, 7:49:59, time: 1.647, data_time: 0.005, memory: 16628, top1_acc: 0.3442, top5_acc: 0.6107, loss_cls: 2.9565, loss: 2.9565, grad_norm: 1.9681 2021-01-23 03:23:38,097 - mmaction - INFO - Epoch [104][640/2147] lr: 1.302e-01, eta: 6 days, 7:49:22, time: 1.574, data_time: 0.004, memory: 16628, top1_acc: 0.3804, top5_acc: 0.6129, loss_cls: 2.8716, loss: 2.8716, grad_norm: 1.8931 2021-01-23 03:24:09,040 - mmaction - INFO - Epoch [104][660/2147] lr: 1.302e-01, eta: 6 days, 7:48:45, time: 1.545, data_time: 0.006, memory: 16628, top1_acc: 0.3536, top5_acc: 0.6112, loss_cls: 2.9111, loss: 2.9111, grad_norm: 1.9039 2021-01-23 03:24:40,461 - mmaction - INFO - Epoch [104][680/2147] lr: 1.302e-01, eta: 6 days, 7:48:09, time: 1.568, data_time: 0.004, memory: 16628, top1_acc: 0.3701, top5_acc: 0.6179, loss_cls: 2.8634, loss: 2.8634, grad_norm: 1.9483 2021-01-23 03:25:10,071 - mmaction - INFO - Epoch [104][700/2147] lr: 1.302e-01, eta: 6 days, 7:47:30, time: 1.480, data_time: 0.010, memory: 16628, top1_acc: 0.3487, top5_acc: 0.6089, loss_cls: 2.9649, loss: 2.9649, grad_norm: 1.9453 2021-01-23 03:25:41,176 - mmaction - INFO - Epoch [104][720/2147] lr: 1.302e-01, eta: 6 days, 7:46:54, time: 1.559, data_time: 0.009, memory: 16628, top1_acc: 0.3460, top5_acc: 0.6022, loss_cls: 2.9718, loss: 2.9718, grad_norm: 1.9041 2021-01-23 03:26:10,108 - mmaction - INFO - Epoch [104][740/2147] lr: 1.302e-01, eta: 6 days, 7:46:14, time: 1.449, data_time: 0.011, memory: 16628, top1_acc: 0.3509, top5_acc: 0.5911, loss_cls: 3.0036, loss: 3.0036, grad_norm: 1.8875 2021-01-23 03:26:41,284 - mmaction - INFO - Epoch [104][760/2147] lr: 1.302e-01, eta: 6 days, 7:45:36, time: 1.492, data_time: 0.004, memory: 16628, top1_acc: 0.3692, top5_acc: 0.6121, loss_cls: 2.9080, loss: 2.9080, grad_norm: 1.8546 2021-01-23 03:27:10,991 - mmaction - INFO - Epoch [104][780/2147] lr: 1.302e-01, eta: 6 days, 7:44:59, time: 1.550, data_time: 0.084, memory: 16628, top1_acc: 0.3531, top5_acc: 0.6156, loss_cls: 2.9602, loss: 2.9602, grad_norm: 1.9669 2021-01-23 03:27:41,297 - mmaction - INFO - Epoch [104][800/2147] lr: 1.302e-01, eta: 6 days, 7:44:21, time: 1.516, data_time: 0.006, memory: 16628, top1_acc: 0.3496, top5_acc: 0.5996, loss_cls: 2.9063, loss: 2.9063, grad_norm: 1.8937 2021-01-23 03:28:11,114 - mmaction - INFO - Epoch [104][820/2147] lr: 1.302e-01, eta: 6 days, 7:43:42, time: 1.490, data_time: 0.007, memory: 16628, top1_acc: 0.3612, top5_acc: 0.6205, loss_cls: 2.8455, loss: 2.8455, grad_norm: 1.9341 2021-01-23 03:28:40,202 - mmaction - INFO - Epoch [104][840/2147] lr: 1.302e-01, eta: 6 days, 7:43:03, time: 1.451, data_time: 0.006, memory: 16628, top1_acc: 0.3558, top5_acc: 0.6094, loss_cls: 2.9051, loss: 2.9051, grad_norm: 1.9935 2021-01-23 03:29:08,712 - mmaction - INFO - Epoch [104][860/2147] lr: 1.302e-01, eta: 6 days, 7:42:22, time: 1.432, data_time: 0.009, memory: 16628, top1_acc: 0.3540, top5_acc: 0.6107, loss_cls: 2.9240, loss: 2.9240, grad_norm: 1.8794 2021-01-23 03:29:43,178 - mmaction - INFO - Epoch [104][880/2147] lr: 1.302e-01, eta: 6 days, 7:41:51, time: 1.720, data_time: 0.002, memory: 16628, top1_acc: 0.3692, top5_acc: 0.6299, loss_cls: 2.8179, loss: 2.8179, grad_norm: 1.9178 2021-01-23 03:30:14,215 - mmaction - INFO - Epoch [104][900/2147] lr: 1.302e-01, eta: 6 days, 7:41:14, time: 1.554, data_time: 0.007, memory: 16628, top1_acc: 0.3625, top5_acc: 0.6254, loss_cls: 2.8768, loss: 2.8768, grad_norm: 1.9595 2021-01-23 03:30:44,945 - mmaction - INFO - Epoch [104][920/2147] lr: 1.302e-01, eta: 6 days, 7:40:36, time: 1.527, data_time: 0.006, memory: 16628, top1_acc: 0.3536, top5_acc: 0.6165, loss_cls: 2.9263, loss: 2.9263, grad_norm: 1.9423 2021-01-23 03:31:15,044 - mmaction - INFO - Epoch [104][940/2147] lr: 1.302e-01, eta: 6 days, 7:39:59, time: 1.515, data_time: 0.015, memory: 16628, top1_acc: 0.3786, top5_acc: 0.6304, loss_cls: 2.8288, loss: 2.8288, grad_norm: 1.8587 2021-01-23 03:31:46,470 - mmaction - INFO - Epoch [104][960/2147] lr: 1.302e-01, eta: 6 days, 7:39:22, time: 1.566, data_time: 0.002, memory: 16628, top1_acc: 0.3683, top5_acc: 0.6161, loss_cls: 2.8771, loss: 2.8771, grad_norm: 1.9295 2021-01-23 03:32:18,255 - mmaction - INFO - Epoch [104][980/2147] lr: 1.302e-01, eta: 6 days, 7:38:47, time: 1.587, data_time: 0.010, memory: 16628, top1_acc: 0.3612, top5_acc: 0.5969, loss_cls: 2.9963, loss: 2.9963, grad_norm: 1.9270 2021-01-23 03:32:47,824 - mmaction - INFO - Epoch [104][1000/2147] lr: 1.302e-01, eta: 6 days, 7:38:08, time: 1.484, data_time: 0.011, memory: 16628, top1_acc: 0.3478, top5_acc: 0.6054, loss_cls: 2.9160, loss: 2.9160, grad_norm: 1.8920 2021-01-23 03:33:18,665 - mmaction - INFO - Epoch [104][1020/2147] lr: 1.302e-01, eta: 6 days, 7:37:31, time: 1.544, data_time: 0.008, memory: 16628, top1_acc: 0.3741, top5_acc: 0.6295, loss_cls: 2.8558, loss: 2.8558, grad_norm: 1.8893 2021-01-23 03:33:47,306 - mmaction - INFO - Epoch [104][1040/2147] lr: 1.302e-01, eta: 6 days, 7:36:51, time: 1.433, data_time: 0.003, memory: 16628, top1_acc: 0.3522, top5_acc: 0.6000, loss_cls: 2.9994, loss: 2.9994, grad_norm: 1.9300 2021-01-23 03:34:16,551 - mmaction - INFO - Epoch [104][1060/2147] lr: 1.302e-01, eta: 6 days, 7:36:11, time: 1.459, data_time: 0.003, memory: 16628, top1_acc: 0.3545, top5_acc: 0.6112, loss_cls: 2.9451, loss: 2.9451, grad_norm: 1.9094 2021-01-23 03:34:45,468 - mmaction - INFO - Epoch [104][1080/2147] lr: 1.302e-01, eta: 6 days, 7:35:31, time: 1.448, data_time: 0.011, memory: 16628, top1_acc: 0.3647, top5_acc: 0.6165, loss_cls: 2.8942, loss: 2.8942, grad_norm: 1.8869 2021-01-23 03:35:15,009 - mmaction - INFO - Epoch [104][1100/2147] lr: 1.302e-01, eta: 6 days, 7:34:52, time: 1.473, data_time: 0.004, memory: 16628, top1_acc: 0.3576, top5_acc: 0.6107, loss_cls: 2.9509, loss: 2.9509, grad_norm: 1.9216 2021-01-23 03:35:47,314 - mmaction - INFO - Epoch [104][1120/2147] lr: 1.302e-01, eta: 6 days, 7:34:18, time: 1.617, data_time: 0.012, memory: 16628, top1_acc: 0.3656, top5_acc: 0.6125, loss_cls: 2.9227, loss: 2.9227, grad_norm: 1.9568 2021-01-23 03:36:19,950 - mmaction - INFO - Epoch [104][1140/2147] lr: 1.302e-01, eta: 6 days, 7:33:43, time: 1.632, data_time: 0.007, memory: 16628, top1_acc: 0.3643, top5_acc: 0.6080, loss_cls: 2.8901, loss: 2.8901, grad_norm: 1.9068 2021-01-23 03:37:01,601 - mmaction - INFO - Epoch [104][1160/2147] lr: 1.302e-01, eta: 6 days, 7:33:22, time: 2.081, data_time: 0.005, memory: 16628, top1_acc: 0.3482, top5_acc: 0.6076, loss_cls: 2.9602, loss: 2.9602, grad_norm: 1.9287 2021-01-23 03:37:30,330 - mmaction - INFO - Epoch [104][1180/2147] lr: 1.302e-01, eta: 6 days, 7:32:42, time: 1.439, data_time: 0.012, memory: 16628, top1_acc: 0.3567, top5_acc: 0.6134, loss_cls: 2.8865, loss: 2.8865, grad_norm: 1.9259 2021-01-23 03:37:59,336 - mmaction - INFO - Epoch [104][1200/2147] lr: 1.302e-01, eta: 6 days, 7:32:02, time: 1.451, data_time: 0.002, memory: 16628, top1_acc: 0.3446, top5_acc: 0.6004, loss_cls: 2.9960, loss: 2.9960, grad_norm: 1.9488 2021-01-23 03:38:30,279 - mmaction - INFO - Epoch [104][1220/2147] lr: 1.302e-01, eta: 6 days, 7:31:25, time: 1.538, data_time: 0.002, memory: 16628, top1_acc: 0.3567, top5_acc: 0.6156, loss_cls: 2.9213, loss: 2.9213, grad_norm: 1.9257 2021-01-23 03:39:01,658 - mmaction - INFO - Epoch [104][1240/2147] lr: 1.302e-01, eta: 6 days, 7:30:49, time: 1.576, data_time: 0.015, memory: 16628, top1_acc: 0.3504, top5_acc: 0.6040, loss_cls: 2.9476, loss: 2.9476, grad_norm: 1.9266 2021-01-23 03:39:33,375 - mmaction - INFO - Epoch [104][1260/2147] lr: 1.302e-01, eta: 6 days, 7:30:13, time: 1.581, data_time: 0.007, memory: 16628, top1_acc: 0.3625, top5_acc: 0.6085, loss_cls: 2.9002, loss: 2.9002, grad_norm: 1.9022 2021-01-23 03:40:04,896 - mmaction - INFO - Epoch [104][1280/2147] lr: 1.302e-01, eta: 6 days, 7:29:38, time: 1.581, data_time: 0.011, memory: 16628, top1_acc: 0.3536, top5_acc: 0.6103, loss_cls: 2.9154, loss: 2.9154, grad_norm: 1.9433 2021-01-23 03:40:36,655 - mmaction - INFO - Epoch [104][1300/2147] lr: 1.302e-01, eta: 6 days, 7:29:02, time: 1.580, data_time: 0.006, memory: 16628, top1_acc: 0.3504, top5_acc: 0.6134, loss_cls: 2.9135, loss: 2.9135, grad_norm: 1.9391 2021-01-23 03:41:08,075 - mmaction - INFO - Epoch [104][1320/2147] lr: 1.302e-01, eta: 6 days, 7:28:26, time: 1.579, data_time: 0.015, memory: 16628, top1_acc: 0.3621, top5_acc: 0.6022, loss_cls: 2.8940, loss: 2.8940, grad_norm: 1.8874 2021-01-23 03:41:47,832 - mmaction - INFO - Epoch [104][1340/2147] lr: 1.302e-01, eta: 6 days, 7:28:02, time: 1.984, data_time: 0.007, memory: 16628, top1_acc: 0.3478, top5_acc: 0.6210, loss_cls: 2.8852, loss: 2.8852, grad_norm: 1.9126 2021-01-23 03:42:16,391 - mmaction - INFO - Epoch [104][1360/2147] lr: 1.302e-01, eta: 6 days, 7:27:22, time: 1.433, data_time: 0.009, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5964, loss_cls: 2.9863, loss: 2.9863, grad_norm: 1.9335 2021-01-23 03:42:45,475 - mmaction - INFO - Epoch [104][1380/2147] lr: 1.302e-01, eta: 6 days, 7:26:42, time: 1.452, data_time: 0.006, memory: 16628, top1_acc: 0.3536, top5_acc: 0.5973, loss_cls: 2.9581, loss: 2.9581, grad_norm: 1.9090 2021-01-23 03:43:20,490 - mmaction - INFO - Epoch [104][1400/2147] lr: 1.302e-01, eta: 6 days, 7:26:11, time: 1.744, data_time: 0.069, memory: 16628, top1_acc: 0.3585, top5_acc: 0.6022, loss_cls: 2.9384, loss: 2.9384, grad_norm: 1.9008 2021-01-23 03:43:52,037 - mmaction - INFO - Epoch [104][1420/2147] lr: 1.302e-01, eta: 6 days, 7:25:35, time: 1.586, data_time: 0.014, memory: 16628, top1_acc: 0.3536, top5_acc: 0.6045, loss_cls: 2.9554, loss: 2.9554, grad_norm: 1.9297 2021-01-23 03:44:20,794 - mmaction - INFO - Epoch [104][1440/2147] lr: 1.302e-01, eta: 6 days, 7:24:55, time: 1.439, data_time: 0.003, memory: 16628, top1_acc: 0.3473, top5_acc: 0.5996, loss_cls: 2.9665, loss: 2.9665, grad_norm: 1.9245 2021-01-23 03:44:49,625 - mmaction - INFO - Epoch [104][1460/2147] lr: 1.302e-01, eta: 6 days, 7:24:15, time: 1.443, data_time: 0.003, memory: 16628, top1_acc: 0.3446, top5_acc: 0.5812, loss_cls: 3.0487, loss: 3.0487, grad_norm: 1.8961 2021-01-23 03:45:18,919 - mmaction - INFO - Epoch [104][1480/2147] lr: 1.302e-01, eta: 6 days, 7:23:36, time: 1.464, data_time: 0.006, memory: 16628, top1_acc: 0.3545, top5_acc: 0.6071, loss_cls: 2.9146, loss: 2.9146, grad_norm: 1.8838 2021-01-23 03:45:47,492 - mmaction - INFO - Epoch [104][1500/2147] lr: 1.302e-01, eta: 6 days, 7:22:55, time: 1.428, data_time: 0.003, memory: 16628, top1_acc: 0.3674, top5_acc: 0.6147, loss_cls: 2.8889, loss: 2.8889, grad_norm: 1.8725 2021-01-23 03:46:18,187 - mmaction - INFO - Epoch [104][1520/2147] lr: 1.302e-01, eta: 6 days, 7:22:18, time: 1.530, data_time: 0.002, memory: 16628, top1_acc: 0.3656, top5_acc: 0.6210, loss_cls: 2.8638, loss: 2.8638, grad_norm: 1.8829 2021-01-23 03:46:55,428 - mmaction - INFO - Epoch [104][1540/2147] lr: 1.302e-01, eta: 6 days, 7:21:51, time: 1.861, data_time: 0.010, memory: 16628, top1_acc: 0.3629, top5_acc: 0.6098, loss_cls: 2.8978, loss: 2.8978, grad_norm: 1.9079 2021-01-23 03:47:29,247 - mmaction - INFO - Epoch [104][1560/2147] lr: 1.302e-01, eta: 6 days, 7:21:18, time: 1.693, data_time: 0.012, memory: 16628, top1_acc: 0.3522, top5_acc: 0.6170, loss_cls: 2.8909, loss: 2.8909, grad_norm: 1.9534 2021-01-23 03:47:58,894 - mmaction - INFO - Epoch [104][1580/2147] lr: 1.302e-01, eta: 6 days, 7:20:39, time: 1.486, data_time: 0.009, memory: 16628, top1_acc: 0.3513, top5_acc: 0.6027, loss_cls: 2.9404, loss: 2.9404, grad_norm: 1.9473 2021-01-23 03:48:29,796 - mmaction - INFO - Epoch [104][1600/2147] lr: 1.302e-01, eta: 6 days, 7:20:02, time: 1.544, data_time: 0.004, memory: 16628, top1_acc: 0.3603, top5_acc: 0.6143, loss_cls: 2.8692, loss: 2.8692, grad_norm: 1.9501 2021-01-23 03:48:58,428 - mmaction - INFO - Epoch [104][1620/2147] lr: 1.302e-01, eta: 6 days, 7:19:22, time: 1.434, data_time: 0.004, memory: 16628, top1_acc: 0.3629, top5_acc: 0.5987, loss_cls: 2.9820, loss: 2.9820, grad_norm: 1.9465 2021-01-23 03:49:31,000 - mmaction - INFO - Epoch [104][1640/2147] lr: 1.302e-01, eta: 6 days, 7:18:48, time: 1.629, data_time: 0.004, memory: 16628, top1_acc: 0.3679, top5_acc: 0.5929, loss_cls: 2.9486, loss: 2.9486, grad_norm: 1.8622 2021-01-23 03:49:59,626 - mmaction - INFO - Epoch [104][1660/2147] lr: 1.302e-01, eta: 6 days, 7:18:08, time: 1.430, data_time: 0.004, memory: 16628, top1_acc: 0.3594, top5_acc: 0.6067, loss_cls: 2.9206, loss: 2.9206, grad_norm: 1.9263 2021-01-23 03:50:29,767 - mmaction - INFO - Epoch [104][1680/2147] lr: 1.302e-01, eta: 6 days, 7:17:30, time: 1.508, data_time: 0.004, memory: 16628, top1_acc: 0.3607, top5_acc: 0.6299, loss_cls: 2.8553, loss: 2.8553, grad_norm: 1.9350 2021-01-23 03:50:58,682 - mmaction - INFO - Epoch [104][1700/2147] lr: 1.302e-01, eta: 6 days, 7:16:50, time: 1.443, data_time: 0.004, memory: 16628, top1_acc: 0.3451, top5_acc: 0.5996, loss_cls: 2.9514, loss: 2.9514, grad_norm: 1.9662 2021-01-23 03:51:29,082 - mmaction - INFO - Epoch [104][1720/2147] lr: 1.302e-01, eta: 6 days, 7:16:12, time: 1.523, data_time: 0.006, memory: 16628, top1_acc: 0.3371, top5_acc: 0.5871, loss_cls: 3.0239, loss: 3.0239, grad_norm: 1.9301 2021-01-23 03:52:07,102 - mmaction - INFO - Epoch [104][1740/2147] lr: 1.302e-01, eta: 6 days, 7:15:46, time: 1.899, data_time: 0.002, memory: 16628, top1_acc: 0.3513, top5_acc: 0.6094, loss_cls: 2.9205, loss: 2.9205, grad_norm: 1.9293 2021-01-23 03:52:38,681 - mmaction - INFO - Epoch [104][1760/2147] lr: 1.302e-01, eta: 6 days, 7:15:10, time: 1.581, data_time: 0.009, memory: 16628, top1_acc: 0.3527, top5_acc: 0.6036, loss_cls: 2.9320, loss: 2.9320, grad_norm: 1.9311 2021-01-23 03:53:09,391 - mmaction - INFO - Epoch [104][1780/2147] lr: 1.302e-01, eta: 6 days, 7:14:33, time: 1.533, data_time: 0.002, memory: 16628, top1_acc: 0.3397, top5_acc: 0.5875, loss_cls: 3.0284, loss: 3.0284, grad_norm: 1.8990 2021-01-23 03:53:39,523 - mmaction - INFO - Epoch [104][1800/2147] lr: 1.302e-01, eta: 6 days, 7:13:54, time: 1.505, data_time: 0.006, memory: 16628, top1_acc: 0.3679, top5_acc: 0.6205, loss_cls: 2.8759, loss: 2.8759, grad_norm: 1.8875 2021-01-23 03:54:09,350 - mmaction - INFO - Epoch [104][1820/2147] lr: 1.302e-01, eta: 6 days, 7:13:16, time: 1.492, data_time: 0.007, memory: 16628, top1_acc: 0.3473, top5_acc: 0.5987, loss_cls: 2.9958, loss: 2.9958, grad_norm: 1.9132 2021-01-23 03:54:38,935 - mmaction - INFO - Epoch [104][1840/2147] lr: 1.302e-01, eta: 6 days, 7:12:37, time: 1.480, data_time: 0.009, memory: 16628, top1_acc: 0.3571, top5_acc: 0.6089, loss_cls: 2.9039, loss: 2.9039, grad_norm: 1.9137 2021-01-23 03:55:08,703 - mmaction - INFO - Epoch [104][1860/2147] lr: 1.302e-01, eta: 6 days, 7:11:59, time: 1.486, data_time: 0.006, memory: 16628, top1_acc: 0.3567, top5_acc: 0.6098, loss_cls: 2.9705, loss: 2.9705, grad_norm: 1.9639 2021-01-23 03:55:42,090 - mmaction - INFO - Epoch [104][1880/2147] lr: 1.302e-01, eta: 6 days, 7:11:25, time: 1.670, data_time: 0.014, memory: 16628, top1_acc: 0.3768, top5_acc: 0.6228, loss_cls: 2.8129, loss: 2.8129, grad_norm: 1.9219 2021-01-23 03:56:13,516 - mmaction - INFO - Epoch [104][1900/2147] lr: 1.302e-01, eta: 6 days, 7:10:49, time: 1.570, data_time: 0.008, memory: 16628, top1_acc: 0.3643, top5_acc: 0.6165, loss_cls: 2.9121, loss: 2.9121, grad_norm: 1.9031 2021-01-23 03:56:48,456 - mmaction - INFO - Epoch [104][1920/2147] lr: 1.302e-01, eta: 6 days, 7:10:18, time: 1.748, data_time: 0.009, memory: 16628, top1_acc: 0.3513, top5_acc: 0.5920, loss_cls: 2.9384, loss: 2.9384, grad_norm: 1.9335 2021-01-23 03:57:17,903 - mmaction - INFO - Epoch [104][1940/2147] lr: 1.302e-01, eta: 6 days, 7:09:39, time: 1.474, data_time: 0.017, memory: 16628, top1_acc: 0.3571, top5_acc: 0.6040, loss_cls: 2.9306, loss: 2.9306, grad_norm: 1.9141 2021-01-23 03:57:48,068 - mmaction - INFO - Epoch [104][1960/2147] lr: 1.302e-01, eta: 6 days, 7:09:01, time: 1.509, data_time: 0.006, memory: 16628, top1_acc: 0.3567, top5_acc: 0.6107, loss_cls: 2.9218, loss: 2.9218, grad_norm: 1.9254 2021-01-23 03:58:16,630 - mmaction - INFO - Epoch [104][1980/2147] lr: 1.302e-01, eta: 6 days, 7:08:21, time: 1.427, data_time: 0.005, memory: 16628, top1_acc: 0.3705, top5_acc: 0.6312, loss_cls: 2.9005, loss: 2.9005, grad_norm: 1.8715 2021-01-23 03:58:45,571 - mmaction - INFO - Epoch [104][2000/2147] lr: 1.302e-01, eta: 6 days, 7:07:41, time: 1.449, data_time: 0.005, memory: 16628, top1_acc: 0.3571, top5_acc: 0.6263, loss_cls: 2.8569, loss: 2.8569, grad_norm: 1.9437 2021-01-23 03:59:16,782 - mmaction - INFO - Epoch [104][2020/2147] lr: 1.302e-01, eta: 6 days, 7:07:05, time: 1.557, data_time: 0.013, memory: 16628, top1_acc: 0.3513, top5_acc: 0.6143, loss_cls: 2.8890, loss: 2.8890, grad_norm: 1.9468 2021-01-23 03:59:47,065 - mmaction - INFO - Epoch [104][2040/2147] lr: 1.302e-01, eta: 6 days, 7:06:27, time: 1.516, data_time: 0.007, memory: 16628, top1_acc: 0.3656, top5_acc: 0.6125, loss_cls: 2.8998, loss: 2.8998, grad_norm: 1.9162 2021-01-23 04:00:19,888 - mmaction - INFO - Epoch [104][2060/2147] lr: 1.302e-01, eta: 6 days, 7:05:53, time: 1.641, data_time: 0.007, memory: 16628, top1_acc: 0.3643, top5_acc: 0.5982, loss_cls: 2.9434, loss: 2.9434, grad_norm: 1.9133 2021-01-23 04:00:52,960 - mmaction - INFO - Epoch [104][2080/2147] lr: 1.302e-01, eta: 6 days, 7:05:19, time: 1.648, data_time: 0.010, memory: 16628, top1_acc: 0.3621, top5_acc: 0.6036, loss_cls: 2.9215, loss: 2.9215, grad_norm: 1.8852 2021-01-23 04:01:22,912 - mmaction - INFO - Epoch [104][2100/2147] lr: 1.302e-01, eta: 6 days, 7:04:41, time: 1.502, data_time: 0.019, memory: 16628, top1_acc: 0.3540, top5_acc: 0.6080, loss_cls: 2.9157, loss: 2.9157, grad_norm: 1.8712 2021-01-23 04:01:53,584 - mmaction - INFO - Epoch [104][2120/2147] lr: 1.302e-01, eta: 6 days, 7:04:04, time: 1.531, data_time: 0.009, memory: 16628, top1_acc: 0.3594, top5_acc: 0.6161, loss_cls: 2.9090, loss: 2.9090, grad_norm: 1.9365 2021-01-23 04:02:24,047 - mmaction - INFO - Epoch [104][2140/2147] lr: 1.302e-01, eta: 6 days, 7:03:26, time: 1.524, data_time: 0.010, memory: 16628, top1_acc: 0.3527, top5_acc: 0.6107, loss_cls: 2.9604, loss: 2.9604, grad_norm: 1.9321 2021-01-23 04:02:49,960 - mmaction - INFO - Saving checkpoint at 104 epochs 2021-01-23 04:08:10,156 - mmaction - INFO - Epoch [105][20/2147] lr: 1.290e-01, eta: 6 days, 7:09:21, time: 15.921, data_time: 14.346, memory: 16628, top1_acc: 0.3714, top5_acc: 0.6268, loss_cls: 2.8390, loss: 2.8390, grad_norm: 1.8827 2021-01-23 04:08:39,984 - mmaction - INFO - Epoch [105][40/2147] lr: 1.290e-01, eta: 6 days, 7:08:42, time: 1.495, data_time: 0.014, memory: 16628, top1_acc: 0.3710, top5_acc: 0.6277, loss_cls: 2.8138, loss: 2.8138, grad_norm: 1.9333 2021-01-23 04:09:08,736 - mmaction - INFO - Epoch [105][60/2147] lr: 1.290e-01, eta: 6 days, 7:08:02, time: 1.440, data_time: 0.010, memory: 16628, top1_acc: 0.3670, top5_acc: 0.6250, loss_cls: 2.8528, loss: 2.8528, grad_norm: 1.9571 2021-01-23 04:09:39,742 - mmaction - INFO - Epoch [105][80/2147] lr: 1.290e-01, eta: 6 days, 7:07:26, time: 1.547, data_time: 0.002, memory: 16628, top1_acc: 0.3638, top5_acc: 0.6277, loss_cls: 2.8287, loss: 2.8287, grad_norm: 1.9001 2021-01-23 04:10:11,869 - mmaction - INFO - Epoch [105][100/2147] lr: 1.290e-01, eta: 6 days, 7:06:50, time: 1.591, data_time: 0.008, memory: 16628, top1_acc: 0.3335, top5_acc: 0.6058, loss_cls: 2.9266, loss: 2.9266, grad_norm: 1.9121 2021-01-23 04:10:42,414 - mmaction - INFO - Epoch [105][120/2147] lr: 1.290e-01, eta: 6 days, 7:06:13, time: 1.545, data_time: 0.021, memory: 16628, top1_acc: 0.3603, top5_acc: 0.6156, loss_cls: 2.8875, loss: 2.8875, grad_norm: 1.9163 2021-01-23 04:11:12,695 - mmaction - INFO - Epoch [105][140/2147] lr: 1.290e-01, eta: 6 days, 7:05:35, time: 1.514, data_time: 0.004, memory: 16628, top1_acc: 0.3705, top5_acc: 0.6366, loss_cls: 2.8215, loss: 2.8215, grad_norm: 1.8940 2021-01-23 04:11:48,438 - mmaction - INFO - Epoch [105][160/2147] lr: 1.290e-01, eta: 6 days, 7:05:05, time: 1.785, data_time: 0.050, memory: 16628, top1_acc: 0.3696, top5_acc: 0.6205, loss_cls: 2.8579, loss: 2.8579, grad_norm: 1.9191 2021-01-23 04:12:18,692 - mmaction - INFO - Epoch [105][180/2147] lr: 1.290e-01, eta: 6 days, 7:04:28, time: 1.515, data_time: 0.007, memory: 16628, top1_acc: 0.3464, top5_acc: 0.6219, loss_cls: 2.8997, loss: 2.8997, grad_norm: 1.9017 2021-01-23 04:12:52,158 - mmaction - INFO - Epoch [105][200/2147] lr: 1.290e-01, eta: 6 days, 7:03:54, time: 1.672, data_time: 0.002, memory: 16628, top1_acc: 0.3839, top5_acc: 0.6362, loss_cls: 2.7710, loss: 2.7710, grad_norm: 1.9434 2021-01-23 04:13:22,948 - mmaction - INFO - Epoch [105][220/2147] lr: 1.290e-01, eta: 6 days, 7:03:17, time: 1.539, data_time: 0.009, memory: 16628, top1_acc: 0.3554, top5_acc: 0.6147, loss_cls: 2.8799, loss: 2.8799, grad_norm: 1.9876 2021-01-23 04:13:54,992 - mmaction - INFO - Epoch [105][240/2147] lr: 1.290e-01, eta: 6 days, 7:02:42, time: 1.602, data_time: 0.008, memory: 16628, top1_acc: 0.3616, top5_acc: 0.6045, loss_cls: 2.8622, loss: 2.8622, grad_norm: 1.9504 2021-01-23 04:14:24,337 - mmaction - INFO - Epoch [105][260/2147] lr: 1.290e-01, eta: 6 days, 7:02:03, time: 1.468, data_time: 0.004, memory: 16628, top1_acc: 0.3661, top5_acc: 0.6027, loss_cls: 2.9037, loss: 2.9037, grad_norm: 1.8700 2021-01-23 04:14:53,369 - mmaction - INFO - Epoch [105][280/2147] lr: 1.290e-01, eta: 6 days, 7:01:23, time: 1.451, data_time: 0.003, memory: 16628, top1_acc: 0.3670, top5_acc: 0.6161, loss_cls: 2.8906, loss: 2.8906, grad_norm: 1.8865 2021-01-23 04:15:23,376 - mmaction - INFO - Epoch [105][300/2147] lr: 1.290e-01, eta: 6 days, 7:00:45, time: 1.495, data_time: 0.009, memory: 16628, top1_acc: 0.3616, top5_acc: 0.6246, loss_cls: 2.8551, loss: 2.8551, grad_norm: 1.8695 2021-01-23 04:15:57,752 - mmaction - INFO - Epoch [105][320/2147] lr: 1.290e-01, eta: 6 days, 7:00:13, time: 1.723, data_time: 0.008, memory: 16628, top1_acc: 0.3576, top5_acc: 0.6143, loss_cls: 2.9227, loss: 2.9227, grad_norm: 1.9314 2021-01-23 04:16:29,045 - mmaction - INFO - Epoch [105][340/2147] lr: 1.290e-01, eta: 6 days, 6:59:37, time: 1.567, data_time: 0.006, memory: 16628, top1_acc: 0.3571, top5_acc: 0.6147, loss_cls: 2.9177, loss: 2.9177, grad_norm: 1.9361 2021-01-23 04:17:05,369 - mmaction - INFO - Epoch [105][360/2147] lr: 1.290e-01, eta: 6 days, 6:59:08, time: 1.813, data_time: 0.004, memory: 16628, top1_acc: 0.3527, top5_acc: 0.6188, loss_cls: 2.9063, loss: 2.9063, grad_norm: 1.9023 2021-01-23 04:17:35,478 - mmaction - INFO - Epoch [105][380/2147] lr: 1.290e-01, eta: 6 days, 6:58:30, time: 1.507, data_time: 0.008, memory: 16628, top1_acc: 0.3571, top5_acc: 0.6134, loss_cls: 2.9116, loss: 2.9116, grad_norm: 1.9347 2021-01-23 04:18:04,192 - mmaction - INFO - Epoch [105][400/2147] lr: 1.290e-01, eta: 6 days, 6:57:50, time: 1.437, data_time: 0.005, memory: 16628, top1_acc: 0.3746, top5_acc: 0.6174, loss_cls: 2.8909, loss: 2.8909, grad_norm: 1.9654 2021-01-23 04:18:33,166 - mmaction - INFO - Epoch [105][420/2147] lr: 1.290e-01, eta: 6 days, 6:57:10, time: 1.449, data_time: 0.002, memory: 16628, top1_acc: 0.3719, top5_acc: 0.6187, loss_cls: 2.8812, loss: 2.8812, grad_norm: 1.9361 2021-01-23 04:19:01,870 - mmaction - INFO - Epoch [105][440/2147] lr: 1.290e-01, eta: 6 days, 6:56:30, time: 1.435, data_time: 0.010, memory: 16628, top1_acc: 0.3580, top5_acc: 0.6210, loss_cls: 2.8591, loss: 2.8591, grad_norm: 1.8991 2021-01-23 04:19:30,506 - mmaction - INFO - Epoch [105][460/2147] lr: 1.290e-01, eta: 6 days, 6:55:50, time: 1.431, data_time: 0.005, memory: 16628, top1_acc: 0.3522, top5_acc: 0.6054, loss_cls: 2.9604, loss: 2.9604, grad_norm: 1.9011 2021-01-23 04:20:02,569 - mmaction - INFO - Epoch [105][480/2147] lr: 1.290e-01, eta: 6 days, 6:55:14, time: 1.604, data_time: 0.005, memory: 16628, top1_acc: 0.3728, top5_acc: 0.6183, loss_cls: 2.8747, loss: 2.8747, grad_norm: 1.9508 2021-01-23 04:20:31,618 - mmaction - INFO - Epoch [105][500/2147] lr: 1.290e-01, eta: 6 days, 6:54:35, time: 1.450, data_time: 0.007, memory: 16628, top1_acc: 0.3607, top5_acc: 0.6174, loss_cls: 2.9032, loss: 2.9032, grad_norm: 2.0054 2021-01-23 04:21:01,862 - mmaction - INFO - Epoch [105][520/2147] lr: 1.290e-01, eta: 6 days, 6:53:57, time: 1.513, data_time: 0.012, memory: 16628, top1_acc: 0.3460, top5_acc: 0.6045, loss_cls: 2.9651, loss: 2.9651, grad_norm: 1.9555 2021-01-23 04:21:33,618 - mmaction - INFO - Epoch [105][540/2147] lr: 1.290e-01, eta: 6 days, 6:53:18, time: 1.489, data_time: 0.007, memory: 16628, top1_acc: 0.3317, top5_acc: 0.5969, loss_cls: 3.0143, loss: 3.0143, grad_norm: 1.9688 2021-01-23 04:22:08,092 - mmaction - INFO - Epoch [105][560/2147] lr: 1.290e-01, eta: 6 days, 6:52:49, time: 1.822, data_time: 0.107, memory: 16628, top1_acc: 0.3790, top5_acc: 0.6214, loss_cls: 2.8423, loss: 2.8423, grad_norm: 1.9418 2021-01-23 04:22:40,864 - mmaction - INFO - Epoch [105][580/2147] lr: 1.290e-01, eta: 6 days, 6:52:15, time: 1.630, data_time: 0.005, memory: 16628, top1_acc: 0.3451, top5_acc: 0.6054, loss_cls: 2.9229, loss: 2.9229, grad_norm: 1.9682 2021-01-23 04:23:14,795 - mmaction - INFO - Epoch [105][600/2147] lr: 1.290e-01, eta: 6 days, 6:51:43, time: 1.697, data_time: 0.018, memory: 16628, top1_acc: 0.3732, top5_acc: 0.6013, loss_cls: 2.9123, loss: 2.9123, grad_norm: 1.9005 2021-01-23 04:23:44,452 - mmaction - INFO - Epoch [105][620/2147] lr: 1.290e-01, eta: 6 days, 6:51:04, time: 1.494, data_time: 0.014, memory: 16628, top1_acc: 0.3567, top5_acc: 0.6076, loss_cls: 2.9158, loss: 2.9158, grad_norm: 1.9456 2021-01-23 04:24:15,573 - mmaction - INFO - Epoch [105][640/2147] lr: 1.290e-01, eta: 6 days, 6:50:28, time: 1.555, data_time: 0.002, memory: 16628, top1_acc: 0.3607, top5_acc: 0.6129, loss_cls: 2.9084, loss: 2.9084, grad_norm: 1.9416 2021-01-23 04:24:44,895 - mmaction - INFO - Epoch [105][660/2147] lr: 1.290e-01, eta: 6 days, 6:49:48, time: 1.465, data_time: 0.003, memory: 16628, top1_acc: 0.3656, top5_acc: 0.6116, loss_cls: 2.9105, loss: 2.9105, grad_norm: 1.9403 2021-01-23 04:25:17,318 - mmaction - INFO - Epoch [105][680/2147] lr: 1.290e-01, eta: 6 days, 6:49:14, time: 1.622, data_time: 0.004, memory: 16628, top1_acc: 0.3576, top5_acc: 0.6134, loss_cls: 2.9035, loss: 2.9035, grad_norm: 1.9338 2021-01-23 04:25:47,851 - mmaction - INFO - Epoch [105][700/2147] lr: 1.290e-01, eta: 6 days, 6:48:36, time: 1.525, data_time: 0.007, memory: 16628, top1_acc: 0.3616, top5_acc: 0.6286, loss_cls: 2.8806, loss: 2.8806, grad_norm: 1.9703 2021-01-23 04:26:16,392 - mmaction - INFO - Epoch [105][720/2147] lr: 1.290e-01, eta: 6 days, 6:47:56, time: 1.428, data_time: 0.008, memory: 16628, top1_acc: 0.3589, top5_acc: 0.6161, loss_cls: 2.9116, loss: 2.9116, grad_norm: 1.9066 2021-01-23 04:26:51,161 - mmaction - INFO - Epoch [105][740/2147] lr: 1.290e-01, eta: 6 days, 6:47:25, time: 1.738, data_time: 0.003, memory: 16628, top1_acc: 0.3371, top5_acc: 0.6022, loss_cls: 2.9430, loss: 2.9430, grad_norm: 1.9477 2021-01-23 04:27:23,125 - mmaction - INFO - Epoch [105][760/2147] lr: 1.290e-01, eta: 6 days, 6:46:49, time: 1.598, data_time: 0.008, memory: 16628, top1_acc: 0.3576, top5_acc: 0.6027, loss_cls: 2.9583, loss: 2.9583, grad_norm: 1.9496 2021-01-23 04:27:54,425 - mmaction - INFO - Epoch [105][780/2147] lr: 1.290e-01, eta: 6 days, 6:46:13, time: 1.567, data_time: 0.009, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6152, loss_cls: 2.8561, loss: 2.8561, grad_norm: 1.9239 2021-01-23 04:28:28,433 - mmaction - INFO - Epoch [105][800/2147] lr: 1.290e-01, eta: 6 days, 6:45:40, time: 1.697, data_time: 0.005, memory: 16628, top1_acc: 0.3491, top5_acc: 0.6085, loss_cls: 2.9274, loss: 2.9274, grad_norm: 1.9325 2021-01-23 04:28:57,579 - mmaction - INFO - Epoch [105][820/2147] lr: 1.290e-01, eta: 6 days, 6:45:01, time: 1.459, data_time: 0.009, memory: 16628, top1_acc: 0.3496, top5_acc: 0.5937, loss_cls: 2.9717, loss: 2.9717, grad_norm: 1.9160 2021-01-23 04:29:27,524 - mmaction - INFO - Epoch [105][840/2147] lr: 1.290e-01, eta: 6 days, 6:44:23, time: 1.495, data_time: 0.010, memory: 16628, top1_acc: 0.3674, top5_acc: 0.6268, loss_cls: 2.8512, loss: 2.8512, grad_norm: 1.9158 2021-01-23 04:30:00,367 - mmaction - INFO - Epoch [105][860/2147] lr: 1.290e-01, eta: 6 days, 6:43:49, time: 1.642, data_time: 0.015, memory: 16628, top1_acc: 0.3741, top5_acc: 0.6210, loss_cls: 2.8157, loss: 2.8157, grad_norm: 1.9128 2021-01-23 04:30:30,235 - mmaction - INFO - Epoch [105][880/2147] lr: 1.290e-01, eta: 6 days, 6:43:10, time: 1.497, data_time: 0.011, memory: 16628, top1_acc: 0.3545, top5_acc: 0.6299, loss_cls: 2.8456, loss: 2.8456, grad_norm: 1.9069 2021-01-23 04:30:59,200 - mmaction - INFO - Epoch [105][900/2147] lr: 1.290e-01, eta: 6 days, 6:42:31, time: 1.447, data_time: 0.004, memory: 16628, top1_acc: 0.3393, top5_acc: 0.5955, loss_cls: 3.0167, loss: 3.0167, grad_norm: 1.8963 2021-01-23 04:31:33,959 - mmaction - INFO - Epoch [105][920/2147] lr: 1.290e-01, eta: 6 days, 6:41:59, time: 1.730, data_time: 0.023, memory: 16628, top1_acc: 0.3607, top5_acc: 0.6277, loss_cls: 2.8935, loss: 2.8935, grad_norm: 1.9083 2021-01-23 04:32:09,761 - mmaction - INFO - Epoch [105][940/2147] lr: 1.290e-01, eta: 6 days, 6:41:30, time: 1.796, data_time: 0.021, memory: 16628, top1_acc: 0.3594, top5_acc: 0.6027, loss_cls: 2.9262, loss: 2.9262, grad_norm: 1.9282 2021-01-23 04:32:39,040 - mmaction - INFO - Epoch [105][960/2147] lr: 1.290e-01, eta: 6 days, 6:40:50, time: 1.468, data_time: 0.007, memory: 16628, top1_acc: 0.3589, top5_acc: 0.6089, loss_cls: 2.9114, loss: 2.9114, grad_norm: 1.9355 2021-01-23 04:33:08,026 - mmaction - INFO - Epoch [105][980/2147] lr: 1.290e-01, eta: 6 days, 6:40:11, time: 1.450, data_time: 0.005, memory: 16628, top1_acc: 0.3643, top5_acc: 0.6174, loss_cls: 2.8657, loss: 2.8657, grad_norm: 1.9299 2021-01-23 04:33:37,612 - mmaction - INFO - Epoch [105][1000/2147] lr: 1.290e-01, eta: 6 days, 6:39:32, time: 1.477, data_time: 0.003, memory: 16628, top1_acc: 0.3612, top5_acc: 0.5964, loss_cls: 2.9415, loss: 2.9415, grad_norm: 1.8895 2021-01-23 04:34:09,374 - mmaction - INFO - Epoch [105][1020/2147] lr: 1.290e-01, eta: 6 days, 6:38:56, time: 1.579, data_time: 0.009, memory: 16628, top1_acc: 0.3531, top5_acc: 0.6071, loss_cls: 2.9826, loss: 2.9826, grad_norm: 1.9069 2021-01-23 04:34:38,065 - mmaction - INFO - Epoch [105][1040/2147] lr: 1.290e-01, eta: 6 days, 6:38:16, time: 1.446, data_time: 0.018, memory: 16628, top1_acc: 0.3482, top5_acc: 0.5991, loss_cls: 2.9594, loss: 2.9594, grad_norm: 1.9260 2021-01-23 04:35:07,615 - mmaction - INFO - Epoch [105][1060/2147] lr: 1.290e-01, eta: 6 days, 6:37:37, time: 1.469, data_time: 0.004, memory: 16628, top1_acc: 0.3625, top5_acc: 0.6089, loss_cls: 2.9225, loss: 2.9225, grad_norm: 1.9468 2021-01-23 04:35:38,819 - mmaction - INFO - Epoch [105][1080/2147] lr: 1.290e-01, eta: 6 days, 6:37:01, time: 1.557, data_time: 0.017, memory: 16628, top1_acc: 0.3607, top5_acc: 0.6085, loss_cls: 2.9169, loss: 2.9169, grad_norm: 1.9317 2021-01-23 04:36:07,744 - mmaction - INFO - Epoch [105][1100/2147] lr: 1.290e-01, eta: 6 days, 6:36:21, time: 1.457, data_time: 0.016, memory: 16628, top1_acc: 0.3746, top5_acc: 0.6286, loss_cls: 2.8784, loss: 2.8784, grad_norm: 1.9110 2021-01-23 04:36:37,872 - mmaction - INFO - Epoch [105][1120/2147] lr: 1.290e-01, eta: 6 days, 6:35:43, time: 1.507, data_time: 0.002, memory: 16628, top1_acc: 0.3415, top5_acc: 0.5987, loss_cls: 2.9849, loss: 2.9849, grad_norm: 1.8989 2021-01-23 04:37:14,379 - mmaction - INFO - Epoch [105][1140/2147] lr: 1.290e-01, eta: 6 days, 6:35:14, time: 1.819, data_time: 0.091, memory: 16628, top1_acc: 0.3549, top5_acc: 0.6040, loss_cls: 2.9412, loss: 2.9412, grad_norm: 1.9689 2021-01-23 04:37:45,381 - mmaction - INFO - Epoch [105][1160/2147] lr: 1.290e-01, eta: 6 days, 6:34:37, time: 1.547, data_time: 0.009, memory: 16628, top1_acc: 0.3585, top5_acc: 0.6103, loss_cls: 2.9578, loss: 2.9578, grad_norm: 1.9274 2021-01-23 04:38:14,806 - mmaction - INFO - Epoch [105][1180/2147] lr: 1.290e-01, eta: 6 days, 6:33:59, time: 1.481, data_time: 0.019, memory: 16628, top1_acc: 0.3384, top5_acc: 0.5960, loss_cls: 2.9365, loss: 2.9365, grad_norm: 1.9292 2021-01-23 04:38:43,441 - mmaction - INFO - Epoch [105][1200/2147] lr: 1.290e-01, eta: 6 days, 6:33:19, time: 1.431, data_time: 0.003, memory: 16628, top1_acc: 0.3576, top5_acc: 0.6085, loss_cls: 2.9281, loss: 2.9281, grad_norm: 1.9496 2021-01-23 04:39:14,989 - mmaction - INFO - Epoch [105][1220/2147] lr: 1.290e-01, eta: 6 days, 6:32:43, time: 1.576, data_time: 0.004, memory: 16628, top1_acc: 0.3446, top5_acc: 0.6107, loss_cls: 2.9325, loss: 2.9325, grad_norm: 1.9436 2021-01-23 04:39:45,752 - mmaction - INFO - Epoch [105][1240/2147] lr: 1.290e-01, eta: 6 days, 6:32:05, time: 1.527, data_time: 0.100, memory: 16628, top1_acc: 0.3478, top5_acc: 0.6040, loss_cls: 2.9322, loss: 2.9322, grad_norm: 1.9143 2021-01-23 04:40:19,680 - mmaction - INFO - Epoch [105][1260/2147] lr: 1.290e-01, eta: 6 days, 6:31:33, time: 1.707, data_time: 0.020, memory: 16628, top1_acc: 0.3473, top5_acc: 0.6004, loss_cls: 2.9558, loss: 2.9558, grad_norm: 1.9750 2021-01-23 04:40:50,607 - mmaction - INFO - Epoch [105][1280/2147] lr: 1.290e-01, eta: 6 days, 6:30:56, time: 1.546, data_time: 0.005, memory: 16628, top1_acc: 0.3683, top5_acc: 0.6170, loss_cls: 2.8791, loss: 2.8791, grad_norm: 1.9059 2021-01-23 04:41:19,350 - mmaction - INFO - Epoch [105][1300/2147] lr: 1.290e-01, eta: 6 days, 6:30:16, time: 1.429, data_time: 0.008, memory: 16628, top1_acc: 0.3781, top5_acc: 0.6281, loss_cls: 2.8482, loss: 2.8482, grad_norm: 1.9557 2021-01-23 04:41:56,250 - mmaction - INFO - Epoch [105][1320/2147] lr: 1.290e-01, eta: 6 days, 6:29:48, time: 1.848, data_time: 0.011, memory: 16628, top1_acc: 0.3576, top5_acc: 0.6112, loss_cls: 2.9697, loss: 2.9697, grad_norm: 1.9363 2021-01-23 04:42:26,229 - mmaction - INFO - Epoch [105][1340/2147] lr: 1.290e-01, eta: 6 days, 6:29:10, time: 1.505, data_time: 0.010, memory: 16628, top1_acc: 0.3741, top5_acc: 0.6366, loss_cls: 2.7932, loss: 2.7932, grad_norm: 1.9330 2021-01-23 04:42:58,406 - mmaction - INFO - Epoch [105][1360/2147] lr: 1.290e-01, eta: 6 days, 6:28:35, time: 1.609, data_time: 0.008, memory: 16628, top1_acc: 0.3563, top5_acc: 0.6058, loss_cls: 2.9204, loss: 2.9204, grad_norm: 1.9842 2021-01-23 04:43:27,751 - mmaction - INFO - Epoch [105][1380/2147] lr: 1.290e-01, eta: 6 days, 6:27:56, time: 1.467, data_time: 0.008, memory: 16628, top1_acc: 0.3571, top5_acc: 0.5924, loss_cls: 2.9677, loss: 2.9677, grad_norm: 1.9355 2021-01-23 04:43:57,062 - mmaction - INFO - Epoch [105][1400/2147] lr: 1.290e-01, eta: 6 days, 6:27:17, time: 1.466, data_time: 0.004, memory: 16628, top1_acc: 0.3455, top5_acc: 0.5969, loss_cls: 3.0321, loss: 3.0321, grad_norm: 1.9476 2021-01-23 04:44:27,965 - mmaction - INFO - Epoch [105][1420/2147] lr: 1.290e-01, eta: 6 days, 6:26:40, time: 1.542, data_time: 0.007, memory: 16628, top1_acc: 0.3661, top5_acc: 0.6054, loss_cls: 2.9494, loss: 2.9494, grad_norm: 1.9202 2021-01-23 04:44:56,877 - mmaction - INFO - Epoch [105][1440/2147] lr: 1.290e-01, eta: 6 days, 6:26:00, time: 1.449, data_time: 0.013, memory: 16628, top1_acc: 0.3348, top5_acc: 0.5911, loss_cls: 2.9801, loss: 2.9801, grad_norm: 1.8623 2021-01-23 04:45:26,053 - mmaction - INFO - Epoch [105][1460/2147] lr: 1.290e-01, eta: 6 days, 6:25:20, time: 1.447, data_time: 0.002, memory: 16628, top1_acc: 0.3719, top5_acc: 0.6295, loss_cls: 2.8488, loss: 2.8488, grad_norm: 1.8877 2021-01-23 04:45:55,915 - mmaction - INFO - Epoch [105][1480/2147] lr: 1.290e-01, eta: 6 days, 6:24:42, time: 1.495, data_time: 0.017, memory: 16628, top1_acc: 0.3710, top5_acc: 0.6339, loss_cls: 2.8518, loss: 2.8518, grad_norm: 1.9500 2021-01-23 04:46:26,717 - mmaction - INFO - Epoch [105][1500/2147] lr: 1.290e-01, eta: 6 days, 6:24:05, time: 1.549, data_time: 0.013, memory: 16628, top1_acc: 0.3540, top5_acc: 0.6156, loss_cls: 2.8799, loss: 2.8799, grad_norm: 1.9219 2021-01-23 04:47:02,730 - mmaction - INFO - Epoch [105][1520/2147] lr: 1.290e-01, eta: 6 days, 6:23:36, time: 1.793, data_time: 0.005, memory: 16628, top1_acc: 0.3616, top5_acc: 0.6134, loss_cls: 2.9132, loss: 2.9132, grad_norm: 1.9455 2021-01-23 04:47:33,628 - mmaction - INFO - Epoch [105][1540/2147] lr: 1.290e-01, eta: 6 days, 6:22:59, time: 1.551, data_time: 0.014, memory: 16628, top1_acc: 0.3554, top5_acc: 0.6201, loss_cls: 2.8907, loss: 2.8907, grad_norm: 1.9132 2021-01-23 04:48:03,349 - mmaction - INFO - Epoch [105][1560/2147] lr: 1.290e-01, eta: 6 days, 6:22:20, time: 1.486, data_time: 0.004, memory: 16628, top1_acc: 0.3339, top5_acc: 0.5973, loss_cls: 2.9895, loss: 2.9895, grad_norm: 1.9699 2021-01-23 04:48:34,047 - mmaction - INFO - Epoch [105][1580/2147] lr: 1.290e-01, eta: 6 days, 6:21:43, time: 1.535, data_time: 0.006, memory: 16628, top1_acc: 0.3455, top5_acc: 0.6004, loss_cls: 2.9888, loss: 2.9888, grad_norm: 1.9572 2021-01-23 04:49:05,089 - mmaction - INFO - Epoch [105][1600/2147] lr: 1.290e-01, eta: 6 days, 6:21:07, time: 1.553, data_time: 0.006, memory: 16628, top1_acc: 0.3674, top5_acc: 0.6094, loss_cls: 2.9338, loss: 2.9338, grad_norm: 1.9060 2021-01-23 04:49:36,171 - mmaction - INFO - Epoch [105][1620/2147] lr: 1.290e-01, eta: 6 days, 6:20:30, time: 1.547, data_time: 0.004, memory: 16628, top1_acc: 0.3714, top5_acc: 0.6313, loss_cls: 2.8351, loss: 2.8351, grad_norm: 1.8950 2021-01-23 04:50:05,238 - mmaction - INFO - Epoch [105][1640/2147] lr: 1.290e-01, eta: 6 days, 6:19:50, time: 1.459, data_time: 0.010, memory: 16628, top1_acc: 0.3585, top5_acc: 0.6205, loss_cls: 2.8809, loss: 2.8809, grad_norm: 1.9170 2021-01-23 04:50:34,299 - mmaction - INFO - Epoch [105][1660/2147] lr: 1.290e-01, eta: 6 days, 6:19:11, time: 1.453, data_time: 0.003, memory: 16628, top1_acc: 0.3509, top5_acc: 0.6138, loss_cls: 2.9276, loss: 2.9276, grad_norm: 1.9850 2021-01-23 04:51:05,471 - mmaction - INFO - Epoch [105][1680/2147] lr: 1.290e-01, eta: 6 days, 6:18:35, time: 1.558, data_time: 0.007, memory: 16628, top1_acc: 0.3518, top5_acc: 0.6254, loss_cls: 2.8818, loss: 2.8818, grad_norm: 1.9467 2021-01-23 04:51:35,571 - mmaction - INFO - Epoch [105][1700/2147] lr: 1.290e-01, eta: 6 days, 6:17:57, time: 1.508, data_time: 0.008, memory: 16628, top1_acc: 0.3714, top5_acc: 0.6138, loss_cls: 2.8683, loss: 2.8683, grad_norm: 1.9427 2021-01-23 04:52:06,889 - mmaction - INFO - Epoch [105][1720/2147] lr: 1.290e-01, eta: 6 days, 6:17:20, time: 1.566, data_time: 0.005, memory: 16628, top1_acc: 0.3692, top5_acc: 0.6116, loss_cls: 2.9168, loss: 2.9168, grad_norm: 1.9656 2021-01-23 04:52:36,670 - mmaction - INFO - Epoch [105][1740/2147] lr: 1.290e-01, eta: 6 days, 6:16:42, time: 1.488, data_time: 0.004, memory: 16628, top1_acc: 0.3621, top5_acc: 0.6152, loss_cls: 2.8506, loss: 2.8506, grad_norm: 1.8961 2021-01-23 04:53:06,539 - mmaction - INFO - Epoch [105][1760/2147] lr: 1.290e-01, eta: 6 days, 6:16:03, time: 1.491, data_time: 0.007, memory: 16628, top1_acc: 0.3612, top5_acc: 0.6031, loss_cls: 2.9427, loss: 2.9427, grad_norm: 1.9933 2021-01-23 04:53:38,789 - mmaction - INFO - Epoch [105][1780/2147] lr: 1.290e-01, eta: 6 days, 6:15:28, time: 1.596, data_time: 0.008, memory: 16628, top1_acc: 0.3603, top5_acc: 0.6299, loss_cls: 2.8371, loss: 2.8371, grad_norm: 1.9255 2021-01-23 04:54:08,365 - mmaction - INFO - Epoch [105][1800/2147] lr: 1.290e-01, eta: 6 days, 6:14:50, time: 1.494, data_time: 0.024, memory: 16628, top1_acc: 0.3464, top5_acc: 0.6054, loss_cls: 2.9622, loss: 2.9622, grad_norm: 1.9748 2021-01-23 04:54:37,539 - mmaction - INFO - Epoch [105][1820/2147] lr: 1.290e-01, eta: 6 days, 6:14:11, time: 1.461, data_time: 0.028, memory: 16628, top1_acc: 0.3554, top5_acc: 0.5955, loss_cls: 2.9382, loss: 2.9382, grad_norm: 1.9119 2021-01-23 04:55:07,267 - mmaction - INFO - Epoch [105][1840/2147] lr: 1.290e-01, eta: 6 days, 6:13:32, time: 1.489, data_time: 0.013, memory: 16628, top1_acc: 0.3429, top5_acc: 0.5893, loss_cls: 2.9896, loss: 2.9896, grad_norm: 1.9602 2021-01-23 04:55:39,287 - mmaction - INFO - Epoch [105][1860/2147] lr: 1.290e-01, eta: 6 days, 6:12:57, time: 1.596, data_time: 0.004, memory: 16628, top1_acc: 0.3496, top5_acc: 0.6156, loss_cls: 2.8985, loss: 2.8985, grad_norm: 1.9418 2021-01-23 04:56:09,220 - mmaction - INFO - Epoch [105][1880/2147] lr: 1.290e-01, eta: 6 days, 6:12:19, time: 1.502, data_time: 0.013, memory: 16628, top1_acc: 0.3674, top5_acc: 0.6214, loss_cls: 2.9241, loss: 2.9241, grad_norm: 1.9202 2021-01-23 04:56:38,607 - mmaction - INFO - Epoch [105][1900/2147] lr: 1.290e-01, eta: 6 days, 6:11:40, time: 1.470, data_time: 0.003, memory: 16628, top1_acc: 0.3665, top5_acc: 0.6147, loss_cls: 2.8929, loss: 2.8929, grad_norm: 1.9462 2021-01-23 04:57:11,976 - mmaction - INFO - Epoch [105][1920/2147] lr: 1.290e-01, eta: 6 days, 6:11:06, time: 1.664, data_time: 0.008, memory: 16628, top1_acc: 0.3513, top5_acc: 0.6098, loss_cls: 2.9259, loss: 2.9259, grad_norm: 1.9311 2021-01-23 04:57:43,796 - mmaction - INFO - Epoch [105][1940/2147] lr: 1.290e-01, eta: 6 days, 6:10:31, time: 1.589, data_time: 0.008, memory: 16628, top1_acc: 0.3692, top5_acc: 0.6138, loss_cls: 2.8807, loss: 2.8807, grad_norm: 1.9135 2021-01-23 04:58:14,545 - mmaction - INFO - Epoch [105][1960/2147] lr: 1.290e-01, eta: 6 days, 6:09:54, time: 1.542, data_time: 0.008, memory: 16628, top1_acc: 0.3585, top5_acc: 0.6129, loss_cls: 2.9021, loss: 2.9021, grad_norm: 1.9798 2021-01-23 04:58:43,227 - mmaction - INFO - Epoch [105][1980/2147] lr: 1.290e-01, eta: 6 days, 6:09:14, time: 1.434, data_time: 0.003, memory: 16628, top1_acc: 0.3504, top5_acc: 0.6049, loss_cls: 2.9502, loss: 2.9502, grad_norm: 1.9374 2021-01-23 04:59:13,552 - mmaction - INFO - Epoch [105][2000/2147] lr: 1.290e-01, eta: 6 days, 6:08:36, time: 1.513, data_time: 0.005, memory: 16628, top1_acc: 0.3549, top5_acc: 0.6112, loss_cls: 2.9636, loss: 2.9636, grad_norm: 1.9211 2021-01-23 04:59:44,724 - mmaction - INFO - Epoch [105][2020/2147] lr: 1.290e-01, eta: 6 days, 6:08:00, time: 1.559, data_time: 0.006, memory: 16628, top1_acc: 0.3612, top5_acc: 0.6205, loss_cls: 2.8656, loss: 2.8656, grad_norm: 1.9350 2021-01-23 05:00:14,053 - mmaction - INFO - Epoch [105][2040/2147] lr: 1.290e-01, eta: 6 days, 6:07:20, time: 1.465, data_time: 0.006, memory: 16628, top1_acc: 0.3496, top5_acc: 0.6085, loss_cls: 2.9377, loss: 2.9377, grad_norm: 1.9084 2021-01-23 05:00:46,183 - mmaction - INFO - Epoch [105][2060/2147] lr: 1.290e-01, eta: 6 days, 6:06:46, time: 1.612, data_time: 0.012, memory: 16628, top1_acc: 0.3737, top5_acc: 0.6071, loss_cls: 2.9464, loss: 2.9464, grad_norm: 1.8563 2021-01-23 05:01:17,293 - mmaction - INFO - Epoch [105][2080/2147] lr: 1.290e-01, eta: 6 days, 6:06:09, time: 1.548, data_time: 0.004, memory: 16628, top1_acc: 0.3741, top5_acc: 0.6268, loss_cls: 2.8510, loss: 2.8510, grad_norm: 1.8749 2021-01-23 05:01:52,775 - mmaction - INFO - Epoch [105][2100/2147] lr: 1.290e-01, eta: 6 days, 6:05:39, time: 1.781, data_time: 0.010, memory: 16628, top1_acc: 0.3629, top5_acc: 0.6089, loss_cls: 2.9033, loss: 2.9033, grad_norm: 1.9427 2021-01-23 05:02:21,188 - mmaction - INFO - Epoch [105][2120/2147] lr: 1.290e-01, eta: 6 days, 6:04:58, time: 1.421, data_time: 0.003, memory: 16628, top1_acc: 0.3491, top5_acc: 0.6067, loss_cls: 2.9249, loss: 2.9249, grad_norm: 1.9280 2021-01-23 05:02:51,911 - mmaction - INFO - Epoch [105][2140/2147] lr: 1.290e-01, eta: 6 days, 6:04:21, time: 1.536, data_time: 0.003, memory: 16628, top1_acc: 0.3473, top5_acc: 0.5929, loss_cls: 3.0011, loss: 3.0011, grad_norm: 1.9633 2021-01-23 05:22:19,845 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-23 05:22:20,684 - mmaction - INFO - top1_acc 0.4156 top5_acc 0.6864 2021-01-23 05:22:20,684 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-23 05:22:20,741 - mmaction - INFO - mean_acc 0.4154 2021-01-23 05:22:20,742 - mmaction - INFO - Now best checkpoint is epoch_105.pth 2021-01-23 05:22:20,781 - mmaction - INFO - Epoch(val) [105][2147] top1_acc: 0.4156, top5_acc: 0.6864, mean_class_accuracy: 0.4154 2021-01-23 05:26:47,479 - mmaction - INFO - Epoch [106][20/2147] lr: 1.279e-01, eta: 6 days, 6:08:55, time: 13.329, data_time: 11.535, memory: 16628, top1_acc: 0.3692, top5_acc: 0.6254, loss_cls: 2.8689, loss: 2.8689, grad_norm: 1.9030 2021-01-23 05:27:18,643 - mmaction - INFO - Epoch [106][40/2147] lr: 1.279e-01, eta: 6 days, 6:08:18, time: 1.559, data_time: 0.008, memory: 16628, top1_acc: 0.3393, top5_acc: 0.5987, loss_cls: 2.9767, loss: 2.9767, grad_norm: 1.9369 2021-01-23 05:27:49,358 - mmaction - INFO - Epoch [106][60/2147] lr: 1.279e-01, eta: 6 days, 6:07:41, time: 1.534, data_time: 0.010, memory: 16628, top1_acc: 0.3799, top5_acc: 0.6228, loss_cls: 2.8494, loss: 2.8494, grad_norm: 1.9130 2021-01-23 05:28:18,241 - mmaction - INFO - Epoch [106][80/2147] lr: 1.279e-01, eta: 6 days, 6:07:02, time: 1.446, data_time: 0.014, memory: 16628, top1_acc: 0.3741, top5_acc: 0.6254, loss_cls: 2.8518, loss: 2.8518, grad_norm: 1.9444 2021-01-23 05:28:48,750 - mmaction - INFO - Epoch [106][100/2147] lr: 1.279e-01, eta: 6 days, 6:06:24, time: 1.525, data_time: 0.004, memory: 16628, top1_acc: 0.3647, top5_acc: 0.6067, loss_cls: 2.9400, loss: 2.9400, grad_norm: 1.9387 2021-01-23 05:29:18,046 - mmaction - INFO - Epoch [106][120/2147] lr: 1.279e-01, eta: 6 days, 6:05:45, time: 1.467, data_time: 0.004, memory: 16628, top1_acc: 0.3714, top5_acc: 0.6290, loss_cls: 2.8816, loss: 2.8816, grad_norm: 1.9152 2021-01-23 05:29:49,208 - mmaction - INFO - Epoch [106][140/2147] lr: 1.279e-01, eta: 6 days, 6:05:08, time: 1.555, data_time: 0.002, memory: 16628, top1_acc: 0.3888, top5_acc: 0.6321, loss_cls: 2.8341, loss: 2.8341, grad_norm: 1.9186 2021-01-23 05:30:18,645 - mmaction - INFO - Epoch [106][160/2147] lr: 1.279e-01, eta: 6 days, 6:04:30, time: 1.474, data_time: 0.012, memory: 16628, top1_acc: 0.3737, top5_acc: 0.6304, loss_cls: 2.8037, loss: 2.8037, grad_norm: 1.9342 2021-01-23 05:30:48,383 - mmaction - INFO - Epoch [106][180/2147] lr: 1.279e-01, eta: 6 days, 6:03:51, time: 1.486, data_time: 0.002, memory: 16628, top1_acc: 0.3491, top5_acc: 0.6312, loss_cls: 2.8674, loss: 2.8674, grad_norm: 1.9241 2021-01-23 05:31:17,514 - mmaction - INFO - Epoch [106][200/2147] lr: 1.279e-01, eta: 6 days, 6:03:12, time: 1.458, data_time: 0.003, memory: 16628, top1_acc: 0.3692, top5_acc: 0.6094, loss_cls: 2.8690, loss: 2.8690, grad_norm: 1.9456 2021-01-23 05:31:46,960 - mmaction - INFO - Epoch [106][220/2147] lr: 1.279e-01, eta: 6 days, 6:02:33, time: 1.471, data_time: 0.001, memory: 16628, top1_acc: 0.3504, top5_acc: 0.6049, loss_cls: 2.9691, loss: 2.9691, grad_norm: 1.9474 2021-01-23 05:32:17,376 - mmaction - INFO - Epoch [106][240/2147] lr: 1.279e-01, eta: 6 days, 6:01:55, time: 1.521, data_time: 0.004, memory: 16628, top1_acc: 0.3509, top5_acc: 0.6170, loss_cls: 2.8908, loss: 2.8908, grad_norm: 1.9519 2021-01-23 05:32:46,768 - mmaction - INFO - Epoch [106][260/2147] lr: 1.279e-01, eta: 6 days, 6:01:16, time: 1.469, data_time: 0.003, memory: 16628, top1_acc: 0.3589, top5_acc: 0.6192, loss_cls: 2.9255, loss: 2.9255, grad_norm: 1.9450 2021-01-23 05:33:19,398 - mmaction - INFO - Epoch [106][280/2147] lr: 1.279e-01, eta: 6 days, 6:00:42, time: 1.632, data_time: 0.003, memory: 16628, top1_acc: 0.3652, top5_acc: 0.6049, loss_cls: 2.9264, loss: 2.9264, grad_norm: 1.8769 2021-01-23 05:33:51,054 - mmaction - INFO - Epoch [106][300/2147] lr: 1.279e-01, eta: 6 days, 6:00:06, time: 1.577, data_time: 0.003, memory: 16628, top1_acc: 0.3554, top5_acc: 0.6179, loss_cls: 2.9155, loss: 2.9155, grad_norm: 1.8753 2021-01-23 05:34:22,248 - mmaction - INFO - Epoch [106][320/2147] lr: 1.279e-01, eta: 6 days, 5:59:30, time: 1.564, data_time: 0.014, memory: 16628, top1_acc: 0.3710, top5_acc: 0.6254, loss_cls: 2.8439, loss: 2.8439, grad_norm: 1.9246 2021-01-23 05:34:54,082 - mmaction - INFO - Epoch [106][340/2147] lr: 1.279e-01, eta: 6 days, 5:58:54, time: 1.584, data_time: 0.004, memory: 16628, top1_acc: 0.3647, top5_acc: 0.6281, loss_cls: 2.8401, loss: 2.8401, grad_norm: 2.0001 2021-01-23 05:35:23,750 - mmaction - INFO - Epoch [106][360/2147] lr: 1.279e-01, eta: 6 days, 5:58:15, time: 1.490, data_time: 0.013, memory: 16628, top1_acc: 0.3625, top5_acc: 0.6058, loss_cls: 2.9826, loss: 2.9826, grad_norm: 1.9365 2021-01-23 05:35:55,413 - mmaction - INFO - Epoch [106][380/2147] lr: 1.279e-01, eta: 6 days, 5:57:40, time: 1.585, data_time: 0.004, memory: 16628, top1_acc: 0.3554, top5_acc: 0.6232, loss_cls: 2.9063, loss: 2.9063, grad_norm: 1.9525 2021-01-23 05:36:24,791 - mmaction - INFO - Epoch [106][400/2147] lr: 1.279e-01, eta: 6 days, 5:57:01, time: 1.469, data_time: 0.004, memory: 16628, top1_acc: 0.3549, top5_acc: 0.6170, loss_cls: 2.9096, loss: 2.9096, grad_norm: 1.9656 2021-01-23 05:36:56,935 - mmaction - INFO - Epoch [106][420/2147] lr: 1.279e-01, eta: 6 days, 5:56:26, time: 1.608, data_time: 0.002, memory: 16628, top1_acc: 0.3714, top5_acc: 0.6286, loss_cls: 2.8788, loss: 2.8788, grad_norm: 1.9185 2021-01-23 05:37:28,224 - mmaction - INFO - Epoch [106][440/2147] lr: 1.279e-01, eta: 6 days, 5:55:49, time: 1.563, data_time: 0.002, memory: 16628, top1_acc: 0.3683, top5_acc: 0.6080, loss_cls: 2.9175, loss: 2.9175, grad_norm: 1.8992 2021-01-23 05:38:00,195 - mmaction - INFO - Epoch [106][460/2147] lr: 1.279e-01, eta: 6 days, 5:55:14, time: 1.600, data_time: 0.004, memory: 16628, top1_acc: 0.3478, top5_acc: 0.6080, loss_cls: 2.9152, loss: 2.9152, grad_norm: 1.9324 2021-01-23 05:38:31,934 - mmaction - INFO - Epoch [106][480/2147] lr: 1.279e-01, eta: 6 days, 5:54:38, time: 1.585, data_time: 0.006, memory: 16628, top1_acc: 0.3933, top5_acc: 0.6214, loss_cls: 2.8342, loss: 2.8342, grad_norm: 1.9034 2021-01-23 05:39:00,834 - mmaction - INFO - Epoch [106][500/2147] lr: 1.279e-01, eta: 6 days, 5:53:59, time: 1.447, data_time: 0.005, memory: 16628, top1_acc: 0.3464, top5_acc: 0.6134, loss_cls: 2.9045, loss: 2.9045, grad_norm: 1.9570 2021-01-23 05:39:32,499 - mmaction - INFO - Epoch [106][520/2147] lr: 1.279e-01, eta: 6 days, 5:53:23, time: 1.582, data_time: 0.004, memory: 16628, top1_acc: 0.3710, top5_acc: 0.6281, loss_cls: 2.8385, loss: 2.8385, grad_norm: 1.9601 2021-01-23 05:40:02,537 - mmaction - INFO - Epoch [106][540/2147] lr: 1.279e-01, eta: 6 days, 5:52:45, time: 1.503, data_time: 0.007, memory: 16628, top1_acc: 0.3563, top5_acc: 0.6223, loss_cls: 2.8585, loss: 2.8585, grad_norm: 1.9136 2021-01-23 05:40:31,500 - mmaction - INFO - Epoch [106][560/2147] lr: 1.279e-01, eta: 6 days, 5:52:05, time: 1.448, data_time: 0.004, memory: 16628, top1_acc: 0.3625, top5_acc: 0.6125, loss_cls: 2.9058, loss: 2.9058, grad_norm: 1.9525 2021-01-23 05:41:00,437 - mmaction - INFO - Epoch [106][580/2147] lr: 1.279e-01, eta: 6 days, 5:51:26, time: 1.448, data_time: 0.004, memory: 16628, top1_acc: 0.3487, top5_acc: 0.5933, loss_cls: 2.9848, loss: 2.9848, grad_norm: 1.8988 2021-01-23 05:41:29,174 - mmaction - INFO - Epoch [106][600/2147] lr: 1.279e-01, eta: 6 days, 5:50:46, time: 1.436, data_time: 0.005, memory: 16628, top1_acc: 0.3665, top5_acc: 0.6085, loss_cls: 2.9231, loss: 2.9231, grad_norm: 1.8958 2021-01-23 05:41:59,576 - mmaction - INFO - Epoch [106][620/2147] lr: 1.279e-01, eta: 6 days, 5:50:08, time: 1.521, data_time: 0.003, memory: 16628, top1_acc: 0.3616, top5_acc: 0.6013, loss_cls: 2.9619, loss: 2.9619, grad_norm: 1.9097 2021-01-23 05:42:29,116 - mmaction - INFO - Epoch [106][640/2147] lr: 1.279e-01, eta: 6 days, 5:49:29, time: 1.476, data_time: 0.002, memory: 16628, top1_acc: 0.3719, top5_acc: 0.6179, loss_cls: 2.8811, loss: 2.8811, grad_norm: 1.9447 2021-01-23 05:43:01,222 - mmaction - INFO - Epoch [106][660/2147] lr: 1.279e-01, eta: 6 days, 5:48:54, time: 1.603, data_time: 0.003, memory: 16628, top1_acc: 0.3643, top5_acc: 0.6062, loss_cls: 2.9081, loss: 2.9081, grad_norm: 1.9394 2021-01-23 05:43:31,556 - mmaction - INFO - Epoch [106][680/2147] lr: 1.279e-01, eta: 6 days, 5:48:17, time: 1.520, data_time: 0.006, memory: 16628, top1_acc: 0.3371, top5_acc: 0.6040, loss_cls: 2.9482, loss: 2.9482, grad_norm: 1.9630 2021-01-23 05:44:06,503 - mmaction - INFO - Epoch [106][700/2147] lr: 1.279e-01, eta: 6 days, 5:47:45, time: 1.739, data_time: 0.001, memory: 16628, top1_acc: 0.3580, top5_acc: 0.6129, loss_cls: 2.9293, loss: 2.9293, grad_norm: 1.9370 2021-01-23 05:44:37,829 - mmaction - INFO - Epoch [106][720/2147] lr: 1.279e-01, eta: 6 days, 5:47:09, time: 1.574, data_time: 0.019, memory: 16628, top1_acc: 0.3821, top5_acc: 0.6339, loss_cls: 2.8356, loss: 2.8356, grad_norm: 1.9242 2021-01-23 05:45:06,630 - mmaction - INFO - Epoch [106][740/2147] lr: 1.279e-01, eta: 6 days, 5:46:29, time: 1.437, data_time: 0.002, memory: 16628, top1_acc: 0.3683, top5_acc: 0.6214, loss_cls: 2.9214, loss: 2.9214, grad_norm: 1.9645 2021-01-23 05:45:37,460 - mmaction - INFO - Epoch [106][760/2147] lr: 1.279e-01, eta: 6 days, 5:45:52, time: 1.543, data_time: 0.008, memory: 16628, top1_acc: 0.3455, top5_acc: 0.6013, loss_cls: 2.9506, loss: 2.9506, grad_norm: 1.8930 2021-01-23 05:46:08,419 - mmaction - INFO - Epoch [106][780/2147] lr: 1.279e-01, eta: 6 days, 5:45:16, time: 1.547, data_time: 0.005, memory: 16628, top1_acc: 0.3616, top5_acc: 0.6143, loss_cls: 2.9271, loss: 2.9271, grad_norm: 1.9146 2021-01-23 05:46:37,664 - mmaction - INFO - Epoch [106][800/2147] lr: 1.279e-01, eta: 6 days, 5:44:37, time: 1.465, data_time: 0.007, memory: 16628, top1_acc: 0.3571, top5_acc: 0.6156, loss_cls: 2.8955, loss: 2.8955, grad_norm: 1.9632 2021-01-23 05:47:11,886 - mmaction - INFO - Epoch [106][820/2147] lr: 1.279e-01, eta: 6 days, 5:44:04, time: 1.702, data_time: 0.005, memory: 16628, top1_acc: 0.3571, top5_acc: 0.6116, loss_cls: 2.9242, loss: 2.9242, grad_norm: 1.9217 2021-01-23 05:47:43,104 - mmaction - INFO - Epoch [106][840/2147] lr: 1.279e-01, eta: 6 days, 5:43:28, time: 1.566, data_time: 0.012, memory: 16628, top1_acc: 0.3665, top5_acc: 0.6138, loss_cls: 2.8818, loss: 2.8818, grad_norm: 1.8883 2021-01-23 05:48:15,132 - mmaction - INFO - Epoch [106][860/2147] lr: 1.279e-01, eta: 6 days, 5:42:53, time: 1.602, data_time: 0.005, memory: 16628, top1_acc: 0.3598, top5_acc: 0.6205, loss_cls: 2.8428, loss: 2.8428, grad_norm: 1.9456 2021-01-23 05:48:44,349 - mmaction - INFO - Epoch [106][880/2147] lr: 1.279e-01, eta: 6 days, 5:42:14, time: 1.463, data_time: 0.008, memory: 16628, top1_acc: 0.3589, top5_acc: 0.6268, loss_cls: 2.8937, loss: 2.8937, grad_norm: 1.9877 2021-01-23 05:49:14,931 - mmaction - INFO - Epoch [106][900/2147] lr: 1.279e-01, eta: 6 days, 5:41:36, time: 1.524, data_time: 0.003, memory: 16628, top1_acc: 0.3621, top5_acc: 0.6094, loss_cls: 2.9201, loss: 2.9201, grad_norm: 1.9938 2021-01-23 05:49:44,138 - mmaction - INFO - Epoch [106][920/2147] lr: 1.279e-01, eta: 6 days, 5:40:57, time: 1.463, data_time: 0.009, memory: 16628, top1_acc: 0.3522, top5_acc: 0.5964, loss_cls: 2.9518, loss: 2.9518, grad_norm: 1.9460 2021-01-23 05:50:14,317 - mmaction - INFO - Epoch [106][940/2147] lr: 1.279e-01, eta: 6 days, 5:40:19, time: 1.512, data_time: 0.004, memory: 16628, top1_acc: 0.3549, top5_acc: 0.6138, loss_cls: 2.9253, loss: 2.9253, grad_norm: 1.9547 2021-01-23 05:50:48,094 - mmaction - INFO - Epoch [106][960/2147] lr: 1.279e-01, eta: 6 days, 5:39:47, time: 1.686, data_time: 0.003, memory: 16628, top1_acc: 0.3589, top5_acc: 0.6161, loss_cls: 2.9070, loss: 2.9070, grad_norm: 1.9263 2021-01-23 05:51:17,185 - mmaction - INFO - Epoch [106][980/2147] lr: 1.279e-01, eta: 6 days, 5:39:07, time: 1.458, data_time: 0.007, memory: 16628, top1_acc: 0.3732, top5_acc: 0.6147, loss_cls: 2.9132, loss: 2.9132, grad_norm: 1.9413 2021-01-23 05:51:49,012 - mmaction - INFO - Epoch [106][1000/2147] lr: 1.279e-01, eta: 6 days, 5:38:32, time: 1.589, data_time: 0.003, memory: 16628, top1_acc: 0.3638, top5_acc: 0.6223, loss_cls: 2.8693, loss: 2.8693, grad_norm: 1.9187 2021-01-23 05:52:19,843 - mmaction - INFO - Epoch [106][1020/2147] lr: 1.279e-01, eta: 6 days, 5:37:55, time: 1.538, data_time: 0.004, memory: 16628, top1_acc: 0.3576, top5_acc: 0.6152, loss_cls: 2.9031, loss: 2.9031, grad_norm: 1.9452 2021-01-23 05:52:49,927 - mmaction - INFO - Epoch [106][1040/2147] lr: 1.279e-01, eta: 6 days, 5:37:17, time: 1.508, data_time: 0.014, memory: 16628, top1_acc: 0.3571, top5_acc: 0.6076, loss_cls: 2.9210, loss: 2.9210, grad_norm: 1.9479 2021-01-23 05:53:20,317 - mmaction - INFO - Epoch [106][1060/2147] lr: 1.279e-01, eta: 6 days, 5:36:39, time: 1.521, data_time: 0.005, memory: 16628, top1_acc: 0.3701, top5_acc: 0.6170, loss_cls: 2.9005, loss: 2.9005, grad_norm: 1.9163 2021-01-23 05:53:49,052 - mmaction - INFO - Epoch [106][1080/2147] lr: 1.279e-01, eta: 6 days, 5:35:59, time: 1.434, data_time: 0.003, memory: 16628, top1_acc: 0.3554, top5_acc: 0.6210, loss_cls: 2.8687, loss: 2.8687, grad_norm: 1.9440 2021-01-23 05:54:17,642 - mmaction - INFO - Epoch [106][1100/2147] lr: 1.279e-01, eta: 6 days, 5:35:19, time: 1.432, data_time: 0.005, memory: 16628, top1_acc: 0.3438, top5_acc: 0.5973, loss_cls: 2.9399, loss: 2.9399, grad_norm: 1.9854 2021-01-23 05:54:47,899 - mmaction - INFO - Epoch [106][1120/2147] lr: 1.279e-01, eta: 6 days, 5:34:42, time: 1.513, data_time: 0.007, memory: 16628, top1_acc: 0.3353, top5_acc: 0.6071, loss_cls: 2.9230, loss: 2.9230, grad_norm: 1.9418 2021-01-23 05:55:18,189 - mmaction - INFO - Epoch [106][1140/2147] lr: 1.279e-01, eta: 6 days, 5:34:04, time: 1.514, data_time: 0.004, memory: 16628, top1_acc: 0.3652, top5_acc: 0.6210, loss_cls: 2.8433, loss: 2.8433, grad_norm: 1.8874 2021-01-23 05:55:49,536 - mmaction - INFO - Epoch [106][1160/2147] lr: 1.279e-01, eta: 6 days, 5:33:28, time: 1.565, data_time: 0.004, memory: 16628, top1_acc: 0.3607, top5_acc: 0.5991, loss_cls: 2.9744, loss: 2.9744, grad_norm: 1.9638 2021-01-23 05:56:18,725 - mmaction - INFO - Epoch [106][1180/2147] lr: 1.279e-01, eta: 6 days, 5:32:48, time: 1.460, data_time: 0.005, memory: 16628, top1_acc: 0.3629, top5_acc: 0.5964, loss_cls: 2.9444, loss: 2.9444, grad_norm: 1.9344 2021-01-23 05:56:48,625 - mmaction - INFO - Epoch [106][1200/2147] lr: 1.279e-01, eta: 6 days, 5:32:10, time: 1.494, data_time: 0.011, memory: 16628, top1_acc: 0.3406, top5_acc: 0.5821, loss_cls: 3.0343, loss: 3.0343, grad_norm: 1.9448 2021-01-23 05:57:18,253 - mmaction - INFO - Epoch [106][1220/2147] lr: 1.279e-01, eta: 6 days, 5:31:31, time: 1.476, data_time: 0.006, memory: 16628, top1_acc: 0.3647, top5_acc: 0.6071, loss_cls: 2.9007, loss: 2.9007, grad_norm: 1.8843 2021-01-23 05:57:49,243 - mmaction - INFO - Epoch [106][1240/2147] lr: 1.279e-01, eta: 6 days, 5:30:55, time: 1.558, data_time: 0.016, memory: 16628, top1_acc: 0.3598, top5_acc: 0.6268, loss_cls: 2.8739, loss: 2.8739, grad_norm: 1.9310 2021-01-23 05:58:20,085 - mmaction - INFO - Epoch [106][1260/2147] lr: 1.279e-01, eta: 6 days, 5:30:18, time: 1.542, data_time: 0.001, memory: 16628, top1_acc: 0.3790, top5_acc: 0.6152, loss_cls: 2.8220, loss: 2.8220, grad_norm: 1.8989 2021-01-23 05:58:49,068 - mmaction - INFO - Epoch [106][1280/2147] lr: 1.279e-01, eta: 6 days, 5:29:39, time: 1.447, data_time: 0.005, memory: 16628, top1_acc: 0.3741, top5_acc: 0.6112, loss_cls: 2.8576, loss: 2.8576, grad_norm: 1.9105 2021-01-23 05:59:18,550 - mmaction - INFO - Epoch [106][1300/2147] lr: 1.279e-01, eta: 6 days, 5:29:00, time: 1.473, data_time: 0.004, memory: 16628, top1_acc: 0.3554, top5_acc: 0.5982, loss_cls: 2.9506, loss: 2.9506, grad_norm: 1.9692 2021-01-23 05:59:48,944 - mmaction - INFO - Epoch [106][1320/2147] lr: 1.279e-01, eta: 6 days, 5:28:22, time: 1.514, data_time: 0.006, memory: 16628, top1_acc: 0.3371, top5_acc: 0.6098, loss_cls: 2.9723, loss: 2.9723, grad_norm: 1.9249 2021-01-23 06:00:19,196 - mmaction - INFO - Epoch [106][1340/2147] lr: 1.279e-01, eta: 6 days, 5:27:45, time: 1.521, data_time: 0.011, memory: 16628, top1_acc: 0.3406, top5_acc: 0.5942, loss_cls: 2.9988, loss: 2.9988, grad_norm: 1.9490 2021-01-23 06:00:47,762 - mmaction - INFO - Epoch [106][1360/2147] lr: 1.279e-01, eta: 6 days, 5:27:04, time: 1.429, data_time: 0.004, memory: 16628, top1_acc: 0.3482, top5_acc: 0.5937, loss_cls: 2.9557, loss: 2.9557, grad_norm: 1.9075 2021-01-23 06:01:17,011 - mmaction - INFO - Epoch [106][1380/2147] lr: 1.279e-01, eta: 6 days, 5:26:25, time: 1.463, data_time: 0.002, memory: 16628, top1_acc: 0.3612, top5_acc: 0.6179, loss_cls: 2.9100, loss: 2.9100, grad_norm: 1.9257 2021-01-23 06:01:49,072 - mmaction - INFO - Epoch [106][1400/2147] lr: 1.279e-01, eta: 6 days, 5:25:50, time: 1.601, data_time: 0.002, memory: 16628, top1_acc: 0.3656, top5_acc: 0.6040, loss_cls: 2.9478, loss: 2.9478, grad_norm: 1.9552 2021-01-23 06:02:21,340 - mmaction - INFO - Epoch [106][1420/2147] lr: 1.279e-01, eta: 6 days, 5:25:15, time: 1.607, data_time: 0.003, memory: 16628, top1_acc: 0.3737, top5_acc: 0.6196, loss_cls: 2.8833, loss: 2.8833, grad_norm: 1.9144 2021-01-23 06:02:51,661 - mmaction - INFO - Epoch [106][1440/2147] lr: 1.279e-01, eta: 6 days, 5:24:38, time: 1.523, data_time: 0.012, memory: 16628, top1_acc: 0.3638, top5_acc: 0.6272, loss_cls: 2.8660, loss: 2.8660, grad_norm: 1.9080 2021-01-23 06:03:23,551 - mmaction - INFO - Epoch [106][1460/2147] lr: 1.279e-01, eta: 6 days, 5:24:02, time: 1.593, data_time: 0.004, memory: 16628, top1_acc: 0.3665, top5_acc: 0.6228, loss_cls: 2.8789, loss: 2.8789, grad_norm: 1.9070 2021-01-23 06:03:56,417 - mmaction - INFO - Epoch [106][1480/2147] lr: 1.279e-01, eta: 6 days, 5:23:28, time: 1.637, data_time: 0.005, memory: 16628, top1_acc: 0.3621, top5_acc: 0.6071, loss_cls: 2.9051, loss: 2.9051, grad_norm: 1.9037 2021-01-23 06:04:24,921 - mmaction - INFO - Epoch [106][1500/2147] lr: 1.279e-01, eta: 6 days, 5:22:48, time: 1.434, data_time: 0.012, memory: 16628, top1_acc: 0.3580, top5_acc: 0.6129, loss_cls: 2.9149, loss: 2.9149, grad_norm: 1.9740 2021-01-23 06:04:54,036 - mmaction - INFO - Epoch [106][1520/2147] lr: 1.279e-01, eta: 6 days, 5:22:09, time: 1.453, data_time: 0.001, memory: 16628, top1_acc: 0.3504, top5_acc: 0.6179, loss_cls: 2.9216, loss: 2.9216, grad_norm: 1.9217 2021-01-23 06:05:26,830 - mmaction - INFO - Epoch [106][1540/2147] lr: 1.279e-01, eta: 6 days, 5:21:35, time: 1.643, data_time: 0.011, memory: 16628, top1_acc: 0.3558, top5_acc: 0.6076, loss_cls: 2.8986, loss: 2.8986, grad_norm: 1.9505 2021-01-23 06:05:57,959 - mmaction - INFO - Epoch [106][1560/2147] lr: 1.279e-01, eta: 6 days, 5:20:58, time: 1.549, data_time: 0.002, memory: 16628, top1_acc: 0.3754, top5_acc: 0.6196, loss_cls: 2.8219, loss: 2.8219, grad_norm: 1.9040 2021-01-23 06:06:27,383 - mmaction - INFO - Epoch [106][1580/2147] lr: 1.279e-01, eta: 6 days, 5:20:19, time: 1.469, data_time: 0.014, memory: 16628, top1_acc: 0.3513, top5_acc: 0.6246, loss_cls: 2.9589, loss: 2.9589, grad_norm: 1.9915 2021-01-23 06:06:59,502 - mmaction - INFO - Epoch [106][1600/2147] lr: 1.279e-01, eta: 6 days, 5:19:44, time: 1.613, data_time: 0.067, memory: 16628, top1_acc: 0.3567, top5_acc: 0.6054, loss_cls: 2.8918, loss: 2.8918, grad_norm: 1.9309 2021-01-23 06:07:28,516 - mmaction - INFO - Epoch [106][1620/2147] lr: 1.279e-01, eta: 6 days, 5:19:05, time: 1.449, data_time: 0.004, memory: 16628, top1_acc: 0.3732, top5_acc: 0.6228, loss_cls: 2.8047, loss: 2.8047, grad_norm: 1.9308 2021-01-23 06:08:00,336 - mmaction - INFO - Epoch [106][1640/2147] lr: 1.279e-01, eta: 6 days, 5:18:29, time: 1.594, data_time: 0.008, memory: 16628, top1_acc: 0.3540, top5_acc: 0.6094, loss_cls: 2.9264, loss: 2.9264, grad_norm: 1.9684 2021-01-23 06:08:30,945 - mmaction - INFO - Epoch [106][1660/2147] lr: 1.279e-01, eta: 6 days, 5:17:52, time: 1.531, data_time: 0.003, memory: 16628, top1_acc: 0.3643, top5_acc: 0.6143, loss_cls: 2.8848, loss: 2.8848, grad_norm: 1.9621 2021-01-23 06:08:59,687 - mmaction - INFO - Epoch [106][1680/2147] lr: 1.279e-01, eta: 6 days, 5:17:12, time: 1.429, data_time: 0.005, memory: 16628, top1_acc: 0.3719, top5_acc: 0.6205, loss_cls: 2.8953, loss: 2.8953, grad_norm: 1.9602 2021-01-23 06:09:30,284 - mmaction - INFO - Epoch [106][1700/2147] lr: 1.279e-01, eta: 6 days, 5:16:35, time: 1.526, data_time: 0.015, memory: 16628, top1_acc: 0.3540, top5_acc: 0.6103, loss_cls: 2.8898, loss: 2.8898, grad_norm: 1.9318 2021-01-23 06:09:58,860 - mmaction - INFO - Epoch [106][1720/2147] lr: 1.279e-01, eta: 6 days, 5:15:55, time: 1.440, data_time: 0.017, memory: 16628, top1_acc: 0.3598, top5_acc: 0.6098, loss_cls: 2.9297, loss: 2.9297, grad_norm: 1.9438 2021-01-23 06:10:27,613 - mmaction - INFO - Epoch [106][1740/2147] lr: 1.279e-01, eta: 6 days, 5:15:15, time: 1.437, data_time: 0.002, memory: 16628, top1_acc: 0.3469, top5_acc: 0.6250, loss_cls: 2.9297, loss: 2.9297, grad_norm: 1.9742 2021-01-23 06:10:56,691 - mmaction - INFO - Epoch [106][1760/2147] lr: 1.279e-01, eta: 6 days, 5:14:36, time: 1.454, data_time: 0.010, memory: 16628, top1_acc: 0.3714, top5_acc: 0.6353, loss_cls: 2.8395, loss: 2.8395, grad_norm: 1.8979 2021-01-23 06:11:25,621 - mmaction - INFO - Epoch [106][1780/2147] lr: 1.279e-01, eta: 6 days, 5:13:56, time: 1.446, data_time: 0.002, memory: 16628, top1_acc: 0.3576, top5_acc: 0.6205, loss_cls: 2.8997, loss: 2.8997, grad_norm: 1.9456 2021-01-23 06:11:58,814 - mmaction - INFO - Epoch [106][1800/2147] lr: 1.279e-01, eta: 6 days, 5:13:23, time: 1.658, data_time: 0.005, memory: 16628, top1_acc: 0.3571, top5_acc: 0.6143, loss_cls: 2.9152, loss: 2.9152, grad_norm: 1.9309 2021-01-23 06:12:29,826 - mmaction - INFO - Epoch [106][1820/2147] lr: 1.279e-01, eta: 6 days, 5:12:46, time: 1.553, data_time: 0.006, memory: 16628, top1_acc: 0.3558, top5_acc: 0.6080, loss_cls: 2.9380, loss: 2.9380, grad_norm: 1.9093 2021-01-23 06:13:00,996 - mmaction - INFO - Epoch [106][1840/2147] lr: 1.279e-01, eta: 6 days, 5:12:10, time: 1.552, data_time: 0.004, memory: 16628, top1_acc: 0.3594, top5_acc: 0.6192, loss_cls: 2.9246, loss: 2.9246, grad_norm: 1.8895 2021-01-23 06:13:29,682 - mmaction - INFO - Epoch [106][1860/2147] lr: 1.279e-01, eta: 6 days, 5:11:30, time: 1.442, data_time: 0.010, memory: 16628, top1_acc: 0.3750, top5_acc: 0.6272, loss_cls: 2.8106, loss: 2.8106, grad_norm: 1.9284 2021-01-23 06:13:58,311 - mmaction - INFO - Epoch [106][1880/2147] lr: 1.279e-01, eta: 6 days, 5:10:50, time: 1.431, data_time: 0.004, memory: 16628, top1_acc: 0.3580, top5_acc: 0.6085, loss_cls: 2.9442, loss: 2.9442, grad_norm: 1.9134 2021-01-23 06:14:29,875 - mmaction - INFO - Epoch [106][1900/2147] lr: 1.279e-01, eta: 6 days, 5:10:14, time: 1.576, data_time: 0.001, memory: 16628, top1_acc: 0.3290, top5_acc: 0.5969, loss_cls: 2.9641, loss: 2.9641, grad_norm: 1.9831 2021-01-23 06:14:59,104 - mmaction - INFO - Epoch [106][1920/2147] lr: 1.279e-01, eta: 6 days, 5:09:35, time: 1.460, data_time: 0.010, memory: 16628, top1_acc: 0.3683, top5_acc: 0.6174, loss_cls: 2.8733, loss: 2.8733, grad_norm: 1.9548 2021-01-23 06:15:34,651 - mmaction - INFO - Epoch [106][1940/2147] lr: 1.279e-01, eta: 6 days, 5:09:05, time: 1.780, data_time: 0.006, memory: 16628, top1_acc: 0.3442, top5_acc: 0.6076, loss_cls: 3.0067, loss: 3.0067, grad_norm: 1.9130 2021-01-23 06:16:04,642 - mmaction - INFO - Epoch [106][1960/2147] lr: 1.279e-01, eta: 6 days, 5:08:27, time: 1.498, data_time: 0.002, memory: 16628, top1_acc: 0.3580, top5_acc: 0.6147, loss_cls: 2.9135, loss: 2.9135, grad_norm: 1.9194 2021-01-23 06:16:35,587 - mmaction - INFO - Epoch [106][1980/2147] lr: 1.279e-01, eta: 6 days, 5:07:47, time: 1.443, data_time: 0.007, memory: 16628, top1_acc: 0.3527, top5_acc: 0.6062, loss_cls: 2.9503, loss: 2.9503, grad_norm: 1.9448 2021-01-23 06:17:09,434 - mmaction - INFO - Epoch [106][2000/2147] lr: 1.279e-01, eta: 6 days, 5:07:17, time: 1.796, data_time: 0.135, memory: 16628, top1_acc: 0.3522, top5_acc: 0.6156, loss_cls: 2.9368, loss: 2.9368, grad_norm: 1.9275 2021-01-23 06:17:42,271 - mmaction - INFO - Epoch [106][2020/2147] lr: 1.279e-01, eta: 6 days, 5:06:43, time: 1.644, data_time: 0.019, memory: 16628, top1_acc: 0.3500, top5_acc: 0.5884, loss_cls: 2.9475, loss: 2.9475, grad_norm: 1.8895 2021-01-23 06:18:14,350 - mmaction - INFO - Epoch [106][2040/2147] lr: 1.279e-01, eta: 6 days, 5:06:08, time: 1.602, data_time: 0.007, memory: 16628, top1_acc: 0.3545, top5_acc: 0.6022, loss_cls: 2.9100, loss: 2.9100, grad_norm: 1.9068 2021-01-23 06:18:45,397 - mmaction - INFO - Epoch [106][2060/2147] lr: 1.279e-01, eta: 6 days, 5:05:32, time: 1.554, data_time: 0.009, memory: 16628, top1_acc: 0.3402, top5_acc: 0.6170, loss_cls: 2.9677, loss: 2.9677, grad_norm: 1.9262 2021-01-23 06:19:15,095 - mmaction - INFO - Epoch [106][2080/2147] lr: 1.279e-01, eta: 6 days, 5:04:53, time: 1.479, data_time: 0.006, memory: 16628, top1_acc: 0.3545, top5_acc: 0.6089, loss_cls: 2.9254, loss: 2.9254, grad_norm: 1.8958 2021-01-23 06:19:45,883 - mmaction - INFO - Epoch [106][2100/2147] lr: 1.279e-01, eta: 6 days, 5:04:16, time: 1.546, data_time: 0.010, memory: 16628, top1_acc: 0.3763, top5_acc: 0.6254, loss_cls: 2.8510, loss: 2.8510, grad_norm: 1.9587 2021-01-23 06:20:17,324 - mmaction - INFO - Epoch [106][2120/2147] lr: 1.279e-01, eta: 6 days, 5:03:40, time: 1.570, data_time: 0.015, memory: 16628, top1_acc: 0.3585, top5_acc: 0.6116, loss_cls: 2.9036, loss: 2.9036, grad_norm: 1.9459 2021-01-23 06:20:47,871 - mmaction - INFO - Epoch [106][2140/2147] lr: 1.279e-01, eta: 6 days, 5:03:03, time: 1.531, data_time: 0.013, memory: 16628, top1_acc: 0.3402, top5_acc: 0.5893, loss_cls: 3.0176, loss: 3.0176, grad_norm: 1.9453 2021-01-23 06:25:45,793 - mmaction - INFO - Epoch [107][20/2147] lr: 1.267e-01, eta: 6 days, 5:07:37, time: 13.509, data_time: 11.800, memory: 16628, top1_acc: 0.3638, top5_acc: 0.6152, loss_cls: 2.8889, loss: 2.8889, grad_norm: 1.8515 2021-01-23 06:26:14,740 - mmaction - INFO - Epoch [107][40/2147] lr: 1.267e-01, eta: 6 days, 5:06:57, time: 1.445, data_time: 0.006, memory: 16628, top1_acc: 0.3598, top5_acc: 0.6067, loss_cls: 2.9296, loss: 2.9296, grad_norm: 1.9621 2021-01-23 06:26:44,631 - mmaction - INFO - Epoch [107][60/2147] lr: 1.267e-01, eta: 6 days, 5:06:18, time: 1.450, data_time: 0.009, memory: 16628, top1_acc: 0.3496, top5_acc: 0.6170, loss_cls: 2.8765, loss: 2.8765, grad_norm: 1.9026 2021-01-23 06:27:14,483 - mmaction - INFO - Epoch [107][80/2147] lr: 1.267e-01, eta: 6 days, 5:05:41, time: 1.537, data_time: 0.075, memory: 16628, top1_acc: 0.3563, top5_acc: 0.6219, loss_cls: 2.8793, loss: 2.8793, grad_norm: 1.9166 2021-01-23 06:27:43,098 - mmaction - INFO - Epoch [107][100/2147] lr: 1.267e-01, eta: 6 days, 5:05:01, time: 1.433, data_time: 0.006, memory: 16628, top1_acc: 0.3625, top5_acc: 0.6170, loss_cls: 2.8725, loss: 2.8725, grad_norm: 1.9551 2021-01-23 06:28:13,898 - mmaction - INFO - Epoch [107][120/2147] lr: 1.267e-01, eta: 6 days, 5:04:24, time: 1.536, data_time: 0.005, memory: 16628, top1_acc: 0.3518, top5_acc: 0.6205, loss_cls: 2.9046, loss: 2.9046, grad_norm: 1.9845 2021-01-23 06:28:45,749 - mmaction - INFO - Epoch [107][140/2147] lr: 1.267e-01, eta: 6 days, 5:03:48, time: 1.594, data_time: 0.013, memory: 16628, top1_acc: 0.3804, top5_acc: 0.6469, loss_cls: 2.7804, loss: 2.7804, grad_norm: 1.9015 2021-01-23 06:29:17,408 - mmaction - INFO - Epoch [107][160/2147] lr: 1.267e-01, eta: 6 days, 5:03:13, time: 1.586, data_time: 0.009, memory: 16628, top1_acc: 0.3728, top5_acc: 0.6134, loss_cls: 2.8574, loss: 2.8574, grad_norm: 1.9371 2021-01-23 06:29:49,096 - mmaction - INFO - Epoch [107][180/2147] lr: 1.267e-01, eta: 6 days, 5:02:37, time: 1.583, data_time: 0.004, memory: 16628, top1_acc: 0.3643, top5_acc: 0.6098, loss_cls: 2.8903, loss: 2.8903, grad_norm: 1.9812 2021-01-23 06:30:18,140 - mmaction - INFO - Epoch [107][200/2147] lr: 1.267e-01, eta: 6 days, 5:01:58, time: 1.453, data_time: 0.004, memory: 16628, top1_acc: 0.3621, top5_acc: 0.6246, loss_cls: 2.8580, loss: 2.8580, grad_norm: 1.9485 2021-01-23 06:30:46,931 - mmaction - INFO - Epoch [107][220/2147] lr: 1.267e-01, eta: 6 days, 5:01:18, time: 1.440, data_time: 0.003, memory: 16628, top1_acc: 0.3754, top5_acc: 0.6183, loss_cls: 2.8949, loss: 2.8949, grad_norm: 2.0140 2021-01-23 06:31:17,465 - mmaction - INFO - Epoch [107][240/2147] lr: 1.267e-01, eta: 6 days, 5:00:41, time: 1.526, data_time: 0.004, memory: 16628, top1_acc: 0.3786, top5_acc: 0.6268, loss_cls: 2.7841, loss: 2.7841, grad_norm: 1.8707 2021-01-23 06:31:53,313 - mmaction - INFO - Epoch [107][260/2147] lr: 1.267e-01, eta: 6 days, 5:00:11, time: 1.786, data_time: 0.007, memory: 16628, top1_acc: 0.3692, top5_acc: 0.6268, loss_cls: 2.8930, loss: 2.8930, grad_norm: 1.9319 2021-01-23 06:32:23,267 - mmaction - INFO - Epoch [107][280/2147] lr: 1.267e-01, eta: 6 days, 4:59:32, time: 1.499, data_time: 0.017, memory: 16628, top1_acc: 0.3629, top5_acc: 0.6121, loss_cls: 2.8680, loss: 2.8680, grad_norm: 1.9213 2021-01-23 06:32:52,281 - mmaction - INFO - Epoch [107][300/2147] lr: 1.267e-01, eta: 6 days, 4:58:53, time: 1.453, data_time: 0.009, memory: 16628, top1_acc: 0.3674, top5_acc: 0.6317, loss_cls: 2.8092, loss: 2.8092, grad_norm: 1.9462 2021-01-23 06:33:22,424 - mmaction - INFO - Epoch [107][320/2147] lr: 1.267e-01, eta: 6 days, 4:58:15, time: 1.511, data_time: 0.006, memory: 16628, top1_acc: 0.3616, top5_acc: 0.6312, loss_cls: 2.8465, loss: 2.8465, grad_norm: 1.9452 2021-01-23 06:33:51,750 - mmaction - INFO - Epoch [107][340/2147] lr: 1.267e-01, eta: 6 days, 4:57:36, time: 1.463, data_time: 0.005, memory: 16628, top1_acc: 0.3638, top5_acc: 0.6205, loss_cls: 2.9063, loss: 2.9063, grad_norm: 1.9411 2021-01-23 06:34:20,667 - mmaction - INFO - Epoch [107][360/2147] lr: 1.267e-01, eta: 6 days, 4:56:57, time: 1.447, data_time: 0.006, memory: 16628, top1_acc: 0.3634, top5_acc: 0.6210, loss_cls: 2.8562, loss: 2.8562, grad_norm: 1.9384 2021-01-23 06:34:51,099 - mmaction - INFO - Epoch [107][380/2147] lr: 1.267e-01, eta: 6 days, 4:56:19, time: 1.521, data_time: 0.004, memory: 16628, top1_acc: 0.3629, top5_acc: 0.6027, loss_cls: 2.9481, loss: 2.9481, grad_norm: 1.9221 2021-01-23 06:35:19,959 - mmaction - INFO - Epoch [107][400/2147] lr: 1.267e-01, eta: 6 days, 4:55:40, time: 1.442, data_time: 0.010, memory: 16628, top1_acc: 0.3665, top5_acc: 0.6433, loss_cls: 2.7917, loss: 2.7917, grad_norm: 1.8988 2021-01-23 06:35:53,216 - mmaction - INFO - Epoch [107][420/2147] lr: 1.267e-01, eta: 6 days, 4:55:06, time: 1.664, data_time: 0.011, memory: 16628, top1_acc: 0.3781, top5_acc: 0.6393, loss_cls: 2.7927, loss: 2.7927, grad_norm: 1.9477 2021-01-23 06:36:24,028 - mmaction - INFO - Epoch [107][440/2147] lr: 1.267e-01, eta: 6 days, 4:54:29, time: 1.538, data_time: 0.011, memory: 16628, top1_acc: 0.3683, top5_acc: 0.6312, loss_cls: 2.7992, loss: 2.7992, grad_norm: 1.9371 2021-01-23 06:37:07,071 - mmaction - INFO - Epoch [107][460/2147] lr: 1.267e-01, eta: 6 days, 4:54:10, time: 2.153, data_time: 0.010, memory: 16628, top1_acc: 0.3732, top5_acc: 0.6295, loss_cls: 2.8273, loss: 2.8273, grad_norm: 1.9990 2021-01-23 06:37:38,255 - mmaction - INFO - Epoch [107][480/2147] lr: 1.267e-01, eta: 6 days, 4:53:33, time: 1.563, data_time: 0.009, memory: 16628, top1_acc: 0.3647, top5_acc: 0.6174, loss_cls: 2.8749, loss: 2.8749, grad_norm: 1.9443 2021-01-23 06:38:07,820 - mmaction - INFO - Epoch [107][500/2147] lr: 1.267e-01, eta: 6 days, 4:52:55, time: 1.477, data_time: 0.005, memory: 16628, top1_acc: 0.3545, top5_acc: 0.6321, loss_cls: 2.8539, loss: 2.8539, grad_norm: 1.9965 2021-01-23 06:38:36,244 - mmaction - INFO - Epoch [107][520/2147] lr: 1.267e-01, eta: 6 days, 4:52:14, time: 1.423, data_time: 0.003, memory: 16628, top1_acc: 0.3594, top5_acc: 0.6156, loss_cls: 2.8817, loss: 2.8817, grad_norm: 1.9607 2021-01-23 06:39:07,724 - mmaction - INFO - Epoch [107][540/2147] lr: 1.267e-01, eta: 6 days, 4:51:38, time: 1.570, data_time: 0.005, memory: 16628, top1_acc: 0.3661, top5_acc: 0.6067, loss_cls: 2.9126, loss: 2.9126, grad_norm: 1.9349 2021-01-23 06:39:36,679 - mmaction - INFO - Epoch [107][560/2147] lr: 1.267e-01, eta: 6 days, 4:50:59, time: 1.451, data_time: 0.009, memory: 16628, top1_acc: 0.3598, top5_acc: 0.6076, loss_cls: 2.8631, loss: 2.8631, grad_norm: 1.9135 2021-01-23 06:40:09,111 - mmaction - INFO - Epoch [107][580/2147] lr: 1.267e-01, eta: 6 days, 4:50:24, time: 1.621, data_time: 0.003, memory: 16628, top1_acc: 0.3692, top5_acc: 0.6121, loss_cls: 2.8769, loss: 2.8769, grad_norm: 1.9530 2021-01-23 06:40:40,440 - mmaction - INFO - Epoch [107][600/2147] lr: 1.267e-01, eta: 6 days, 4:49:48, time: 1.561, data_time: 0.006, memory: 16628, top1_acc: 0.3638, top5_acc: 0.6201, loss_cls: 2.8648, loss: 2.8648, grad_norm: 1.9470 2021-01-23 06:41:10,939 - mmaction - INFO - Epoch [107][620/2147] lr: 1.267e-01, eta: 6 days, 4:49:11, time: 1.532, data_time: 0.009, memory: 16628, top1_acc: 0.3598, top5_acc: 0.6170, loss_cls: 2.9099, loss: 2.9099, grad_norm: 1.9213 2021-01-23 06:41:42,629 - mmaction - INFO - Epoch [107][640/2147] lr: 1.267e-01, eta: 6 days, 4:48:33, time: 1.501, data_time: 0.003, memory: 16628, top1_acc: 0.3612, top5_acc: 0.6156, loss_cls: 2.9117, loss: 2.9117, grad_norm: 1.9350 2021-01-23 06:42:12,437 - mmaction - INFO - Epoch [107][660/2147] lr: 1.267e-01, eta: 6 days, 4:47:57, time: 1.573, data_time: 0.088, memory: 16628, top1_acc: 0.3531, top5_acc: 0.5929, loss_cls: 2.9988, loss: 2.9988, grad_norm: 1.9290 2021-01-23 06:42:41,720 - mmaction - INFO - Epoch [107][680/2147] lr: 1.267e-01, eta: 6 days, 4:47:18, time: 1.464, data_time: 0.003, memory: 16628, top1_acc: 0.3598, top5_acc: 0.6125, loss_cls: 2.8818, loss: 2.8818, grad_norm: 1.9229 2021-01-23 06:43:14,442 - mmaction - INFO - Epoch [107][700/2147] lr: 1.267e-01, eta: 6 days, 4:46:44, time: 1.636, data_time: 0.002, memory: 16628, top1_acc: 0.3473, top5_acc: 0.6076, loss_cls: 2.9584, loss: 2.9584, grad_norm: 1.9609 2021-01-23 06:43:43,180 - mmaction - INFO - Epoch [107][720/2147] lr: 1.267e-01, eta: 6 days, 4:46:04, time: 1.438, data_time: 0.004, memory: 16628, top1_acc: 0.3491, top5_acc: 0.6022, loss_cls: 2.9563, loss: 2.9563, grad_norm: 1.9957 2021-01-23 06:44:14,574 - mmaction - INFO - Epoch [107][740/2147] lr: 1.267e-01, eta: 6 days, 4:45:28, time: 1.560, data_time: 0.007, memory: 16628, top1_acc: 0.3665, top5_acc: 0.6170, loss_cls: 2.8999, loss: 2.8999, grad_norm: 1.9455 2021-01-23 06:44:44,334 - mmaction - INFO - Epoch [107][760/2147] lr: 1.267e-01, eta: 6 days, 4:44:48, time: 1.440, data_time: 0.013, memory: 16628, top1_acc: 0.3634, top5_acc: 0.6085, loss_cls: 2.9122, loss: 2.9122, grad_norm: 1.9498 2021-01-23 06:45:13,654 - mmaction - INFO - Epoch [107][780/2147] lr: 1.267e-01, eta: 6 days, 4:44:10, time: 1.498, data_time: 0.060, memory: 16628, top1_acc: 0.3295, top5_acc: 0.6067, loss_cls: 2.9402, loss: 2.9402, grad_norm: 1.9147 2021-01-23 06:45:42,966 - mmaction - INFO - Epoch [107][800/2147] lr: 1.267e-01, eta: 6 days, 4:43:31, time: 1.488, data_time: 0.029, memory: 16628, top1_acc: 0.3857, top5_acc: 0.6397, loss_cls: 2.7829, loss: 2.7829, grad_norm: 1.8813 2021-01-23 06:46:12,936 - mmaction - INFO - Epoch [107][820/2147] lr: 1.267e-01, eta: 6 days, 4:42:53, time: 1.496, data_time: 0.013, memory: 16628, top1_acc: 0.3509, top5_acc: 0.6214, loss_cls: 2.8898, loss: 2.8898, grad_norm: 1.9464 2021-01-23 06:46:52,778 - mmaction - INFO - Epoch [107][840/2147] lr: 1.267e-01, eta: 6 days, 4:42:29, time: 1.991, data_time: 0.008, memory: 16628, top1_acc: 0.3563, top5_acc: 0.6165, loss_cls: 2.8845, loss: 2.8845, grad_norm: 1.9407 2021-01-23 06:47:23,053 - mmaction - INFO - Epoch [107][860/2147] lr: 1.267e-01, eta: 6 days, 4:41:51, time: 1.517, data_time: 0.010, memory: 16628, top1_acc: 0.3455, top5_acc: 0.6085, loss_cls: 2.9529, loss: 2.9529, grad_norm: 1.9393 2021-01-23 06:47:51,639 - mmaction - INFO - Epoch [107][880/2147] lr: 1.267e-01, eta: 6 days, 4:41:11, time: 1.429, data_time: 0.005, memory: 16628, top1_acc: 0.3687, top5_acc: 0.6196, loss_cls: 2.8813, loss: 2.8813, grad_norm: 1.9279 2021-01-23 06:48:20,334 - mmaction - INFO - Epoch [107][900/2147] lr: 1.267e-01, eta: 6 days, 4:40:32, time: 1.437, data_time: 0.012, memory: 16628, top1_acc: 0.3433, top5_acc: 0.6098, loss_cls: 2.9601, loss: 2.9601, grad_norm: 1.9339 2021-01-23 06:48:49,169 - mmaction - INFO - Epoch [107][920/2147] lr: 1.267e-01, eta: 6 days, 4:39:52, time: 1.440, data_time: 0.004, memory: 16628, top1_acc: 0.3585, top5_acc: 0.6089, loss_cls: 2.8978, loss: 2.8978, grad_norm: 1.9197 2021-01-23 06:49:26,888 - mmaction - INFO - Epoch [107][940/2147] lr: 1.267e-01, eta: 6 days, 4:39:25, time: 1.883, data_time: 0.007, memory: 16628, top1_acc: 0.3683, top5_acc: 0.6241, loss_cls: 2.9027, loss: 2.9027, grad_norm: 1.9644 2021-01-23 06:49:59,048 - mmaction - INFO - Epoch [107][960/2147] lr: 1.267e-01, eta: 6 days, 4:38:50, time: 1.605, data_time: 0.011, memory: 16628, top1_acc: 0.3728, top5_acc: 0.6080, loss_cls: 2.8641, loss: 2.8641, grad_norm: 1.9301 2021-01-23 06:50:30,681 - mmaction - INFO - Epoch [107][980/2147] lr: 1.267e-01, eta: 6 days, 4:38:14, time: 1.585, data_time: 0.012, memory: 16628, top1_acc: 0.3621, top5_acc: 0.6254, loss_cls: 2.8898, loss: 2.8898, grad_norm: 1.9468 2021-01-23 06:51:00,242 - mmaction - INFO - Epoch [107][1000/2147] lr: 1.267e-01, eta: 6 days, 4:37:35, time: 1.477, data_time: 0.011, memory: 16628, top1_acc: 0.3688, top5_acc: 0.6152, loss_cls: 2.9188, loss: 2.9188, grad_norm: 1.9196 2021-01-23 06:51:31,754 - mmaction - INFO - Epoch [107][1020/2147] lr: 1.267e-01, eta: 6 days, 4:36:59, time: 1.573, data_time: 0.007, memory: 16628, top1_acc: 0.3696, top5_acc: 0.6138, loss_cls: 2.8778, loss: 2.8778, grad_norm: 1.9401 2021-01-23 06:52:02,416 - mmaction - INFO - Epoch [107][1040/2147] lr: 1.267e-01, eta: 6 days, 4:36:23, time: 1.540, data_time: 0.011, memory: 16628, top1_acc: 0.3768, top5_acc: 0.6165, loss_cls: 2.8767, loss: 2.8767, grad_norm: 1.9561 2021-01-23 06:52:32,436 - mmaction - INFO - Epoch [107][1060/2147] lr: 1.267e-01, eta: 6 days, 4:35:45, time: 1.501, data_time: 0.003, memory: 16628, top1_acc: 0.3687, top5_acc: 0.6281, loss_cls: 2.8582, loss: 2.8582, grad_norm: 1.9341 2021-01-23 06:53:02,171 - mmaction - INFO - Epoch [107][1080/2147] lr: 1.267e-01, eta: 6 days, 4:35:06, time: 1.482, data_time: 0.011, memory: 16628, top1_acc: 0.3549, top5_acc: 0.6045, loss_cls: 2.9372, loss: 2.9372, grad_norm: 1.9386 2021-01-23 06:53:36,913 - mmaction - INFO - Epoch [107][1100/2147] lr: 1.267e-01, eta: 6 days, 4:34:35, time: 1.741, data_time: 0.010, memory: 16628, top1_acc: 0.3665, top5_acc: 0.6187, loss_cls: 2.8803, loss: 2.8803, grad_norm: 1.9437 2021-01-23 06:54:06,531 - mmaction - INFO - Epoch [107][1120/2147] lr: 1.267e-01, eta: 6 days, 4:33:56, time: 1.480, data_time: 0.003, memory: 16628, top1_acc: 0.3585, top5_acc: 0.6116, loss_cls: 2.9564, loss: 2.9564, grad_norm: 1.9742 2021-01-23 06:54:39,711 - mmaction - INFO - Epoch [107][1140/2147] lr: 1.267e-01, eta: 6 days, 4:33:23, time: 1.660, data_time: 0.006, memory: 16628, top1_acc: 0.3473, top5_acc: 0.6049, loss_cls: 2.9185, loss: 2.9185, grad_norm: 1.9498 2021-01-23 06:55:10,803 - mmaction - INFO - Epoch [107][1160/2147] lr: 1.267e-01, eta: 6 days, 4:32:46, time: 1.557, data_time: 0.006, memory: 16628, top1_acc: 0.3705, top5_acc: 0.6112, loss_cls: 2.9068, loss: 2.9068, grad_norm: 1.9802 2021-01-23 06:55:42,156 - mmaction - INFO - Epoch [107][1180/2147] lr: 1.267e-01, eta: 6 days, 4:32:10, time: 1.564, data_time: 0.009, memory: 16628, top1_acc: 0.3455, top5_acc: 0.6170, loss_cls: 2.9321, loss: 2.9321, grad_norm: 1.9556 2021-01-23 06:56:13,131 - mmaction - INFO - Epoch [107][1200/2147] lr: 1.267e-01, eta: 6 days, 4:31:34, time: 1.553, data_time: 0.010, memory: 16628, top1_acc: 0.3737, top5_acc: 0.6237, loss_cls: 2.8308, loss: 2.8308, grad_norm: 1.9437 2021-01-23 06:56:54,983 - mmaction - INFO - Epoch [107][1220/2147] lr: 1.267e-01, eta: 6 days, 4:31:12, time: 2.091, data_time: 0.002, memory: 16628, top1_acc: 0.3504, top5_acc: 0.6049, loss_cls: 2.9568, loss: 2.9568, grad_norm: 1.9462 2021-01-23 06:57:24,248 - mmaction - INFO - Epoch [107][1240/2147] lr: 1.267e-01, eta: 6 days, 4:30:33, time: 1.458, data_time: 0.013, memory: 16628, top1_acc: 0.3491, top5_acc: 0.5991, loss_cls: 2.9657, loss: 2.9657, grad_norm: 1.9134 2021-01-23 06:57:52,960 - mmaction - INFO - Epoch [107][1260/2147] lr: 1.267e-01, eta: 6 days, 4:29:53, time: 1.442, data_time: 0.018, memory: 16628, top1_acc: 0.3594, top5_acc: 0.6147, loss_cls: 2.8805, loss: 2.8805, grad_norm: 1.9467 2021-01-23 06:58:21,454 - mmaction - INFO - Epoch [107][1280/2147] lr: 1.267e-01, eta: 6 days, 4:29:13, time: 1.423, data_time: 0.002, memory: 16628, top1_acc: 0.3683, top5_acc: 0.5982, loss_cls: 2.9717, loss: 2.9717, grad_norm: 1.9965 2021-01-23 06:58:52,113 - mmaction - INFO - Epoch [107][1300/2147] lr: 1.267e-01, eta: 6 days, 4:28:36, time: 1.535, data_time: 0.005, memory: 16628, top1_acc: 0.3522, top5_acc: 0.5960, loss_cls: 2.9764, loss: 2.9764, grad_norm: 1.9278 2021-01-23 06:59:21,229 - mmaction - INFO - Epoch [107][1320/2147] lr: 1.267e-01, eta: 6 days, 4:27:57, time: 1.455, data_time: 0.005, memory: 16628, top1_acc: 0.3692, top5_acc: 0.6143, loss_cls: 2.8809, loss: 2.8809, grad_norm: 1.9375 2021-01-23 06:59:52,893 - mmaction - INFO - Epoch [107][1340/2147] lr: 1.267e-01, eta: 6 days, 4:27:21, time: 1.580, data_time: 0.003, memory: 16628, top1_acc: 0.3638, top5_acc: 0.6170, loss_cls: 2.8588, loss: 2.8588, grad_norm: 1.9579 2021-01-23 07:00:25,404 - mmaction - INFO - Epoch [107][1360/2147] lr: 1.267e-01, eta: 6 days, 4:26:47, time: 1.626, data_time: 0.005, memory: 16628, top1_acc: 0.3732, top5_acc: 0.6201, loss_cls: 2.8759, loss: 2.8759, grad_norm: 1.9690 2021-01-23 07:00:55,514 - mmaction - INFO - Epoch [107][1380/2147] lr: 1.267e-01, eta: 6 days, 4:26:09, time: 1.502, data_time: 0.006, memory: 16628, top1_acc: 0.3786, top5_acc: 0.6299, loss_cls: 2.8468, loss: 2.8468, grad_norm: 1.9640 2021-01-23 07:01:24,095 - mmaction - INFO - Epoch [107][1400/2147] lr: 1.267e-01, eta: 6 days, 4:25:29, time: 1.432, data_time: 0.009, memory: 16628, top1_acc: 0.3491, top5_acc: 0.6121, loss_cls: 2.9200, loss: 2.9200, grad_norm: 1.9931 2021-01-23 07:01:53,153 - mmaction - INFO - Epoch [107][1420/2147] lr: 1.267e-01, eta: 6 days, 4:24:50, time: 1.456, data_time: 0.007, memory: 16628, top1_acc: 0.3531, top5_acc: 0.6076, loss_cls: 2.9159, loss: 2.9159, grad_norm: 1.9592 2021-01-23 07:02:22,017 - mmaction - INFO - Epoch [107][1440/2147] lr: 1.267e-01, eta: 6 days, 4:24:10, time: 1.442, data_time: 0.002, memory: 16628, top1_acc: 0.3429, top5_acc: 0.6071, loss_cls: 2.9432, loss: 2.9432, grad_norm: 1.9590 2021-01-23 07:02:52,273 - mmaction - INFO - Epoch [107][1460/2147] lr: 1.267e-01, eta: 6 days, 4:23:33, time: 1.514, data_time: 0.006, memory: 16628, top1_acc: 0.3487, top5_acc: 0.6027, loss_cls: 2.9347, loss: 2.9347, grad_norm: 1.9854 2021-01-23 07:03:21,292 - mmaction - INFO - Epoch [107][1480/2147] lr: 1.267e-01, eta: 6 days, 4:22:53, time: 1.450, data_time: 0.005, memory: 16628, top1_acc: 0.3625, top5_acc: 0.6205, loss_cls: 2.9221, loss: 2.9221, grad_norm: 1.9521 2021-01-23 07:03:50,130 - mmaction - INFO - Epoch [107][1500/2147] lr: 1.267e-01, eta: 6 days, 4:22:14, time: 1.443, data_time: 0.007, memory: 16628, top1_acc: 0.3589, top5_acc: 0.6103, loss_cls: 2.9288, loss: 2.9288, grad_norm: 1.9418 2021-01-23 07:04:19,200 - mmaction - INFO - Epoch [107][1520/2147] lr: 1.267e-01, eta: 6 days, 4:21:34, time: 1.453, data_time: 0.003, memory: 16628, top1_acc: 0.3500, top5_acc: 0.5929, loss_cls: 2.9854, loss: 2.9854, grad_norm: 1.9067 2021-01-23 07:04:51,960 - mmaction - INFO - Epoch [107][1540/2147] lr: 1.267e-01, eta: 6 days, 4:21:00, time: 1.636, data_time: 0.003, memory: 16628, top1_acc: 0.3732, top5_acc: 0.6304, loss_cls: 2.8454, loss: 2.8454, grad_norm: 1.9033 2021-01-23 07:05:20,536 - mmaction - INFO - Epoch [107][1560/2147] lr: 1.267e-01, eta: 6 days, 4:20:20, time: 1.428, data_time: 0.008, memory: 16628, top1_acc: 0.3786, top5_acc: 0.6326, loss_cls: 2.8161, loss: 2.8161, grad_norm: 1.9229 2021-01-23 07:05:49,537 - mmaction - INFO - Epoch [107][1580/2147] lr: 1.267e-01, eta: 6 days, 4:19:41, time: 1.451, data_time: 0.008, memory: 16628, top1_acc: 0.3692, top5_acc: 0.6219, loss_cls: 2.9133, loss: 2.9133, grad_norm: 1.9610 2021-01-23 07:06:18,932 - mmaction - INFO - Epoch [107][1600/2147] lr: 1.267e-01, eta: 6 days, 4:19:02, time: 1.468, data_time: 0.004, memory: 16628, top1_acc: 0.3750, top5_acc: 0.6063, loss_cls: 2.8677, loss: 2.8677, grad_norm: 1.8814 2021-01-23 07:06:59,857 - mmaction - INFO - Epoch [107][1620/2147] lr: 1.267e-01, eta: 6 days, 4:18:39, time: 2.047, data_time: 0.006, memory: 16628, top1_acc: 0.3616, top5_acc: 0.6205, loss_cls: 2.8911, loss: 2.8911, grad_norm: 1.9143 2021-01-23 07:07:33,855 - mmaction - INFO - Epoch [107][1640/2147] lr: 1.267e-01, eta: 6 days, 4:18:07, time: 1.701, data_time: 0.011, memory: 16628, top1_acc: 0.3603, top5_acc: 0.6094, loss_cls: 2.8910, loss: 2.8910, grad_norm: 1.9540 2021-01-23 07:08:03,646 - mmaction - INFO - Epoch [107][1660/2147] lr: 1.267e-01, eta: 6 days, 4:17:29, time: 1.490, data_time: 0.005, memory: 16628, top1_acc: 0.3455, top5_acc: 0.6085, loss_cls: 3.0097, loss: 3.0097, grad_norm: 2.0227 2021-01-23 07:08:32,966 - mmaction - INFO - Epoch [107][1680/2147] lr: 1.267e-01, eta: 6 days, 4:16:50, time: 1.466, data_time: 0.004, memory: 16628, top1_acc: 0.3455, top5_acc: 0.6241, loss_cls: 2.9418, loss: 2.9418, grad_norm: 1.9252 2021-01-23 07:09:05,071 - mmaction - INFO - Epoch [107][1700/2147] lr: 1.267e-01, eta: 6 days, 4:16:15, time: 1.602, data_time: 0.003, memory: 16628, top1_acc: 0.3701, top5_acc: 0.6147, loss_cls: 2.8673, loss: 2.8673, grad_norm: 1.8786 2021-01-23 07:09:36,807 - mmaction - INFO - Epoch [107][1720/2147] lr: 1.267e-01, eta: 6 days, 4:15:39, time: 1.590, data_time: 0.009, memory: 16628, top1_acc: 0.3500, top5_acc: 0.6317, loss_cls: 2.8507, loss: 2.8507, grad_norm: 1.9775 2021-01-23 07:10:06,084 - mmaction - INFO - Epoch [107][1740/2147] lr: 1.267e-01, eta: 6 days, 4:15:00, time: 1.465, data_time: 0.003, memory: 16628, top1_acc: 0.3768, top5_acc: 0.6246, loss_cls: 2.8540, loss: 2.8540, grad_norm: 1.9736 2021-01-23 07:10:35,204 - mmaction - INFO - Epoch [107][1760/2147] lr: 1.267e-01, eta: 6 days, 4:14:21, time: 1.456, data_time: 0.002, memory: 16628, top1_acc: 0.3509, top5_acc: 0.6049, loss_cls: 2.9314, loss: 2.9314, grad_norm: 1.9992 2021-01-23 07:11:03,905 - mmaction - INFO - Epoch [107][1780/2147] lr: 1.267e-01, eta: 6 days, 4:13:41, time: 1.436, data_time: 0.002, memory: 16628, top1_acc: 0.3504, top5_acc: 0.6250, loss_cls: 2.9211, loss: 2.9211, grad_norm: 1.9295 2021-01-23 07:11:33,273 - mmaction - INFO - Epoch [107][1800/2147] lr: 1.267e-01, eta: 6 days, 4:13:02, time: 1.468, data_time: 0.004, memory: 16628, top1_acc: 0.3598, top5_acc: 0.6062, loss_cls: 2.9159, loss: 2.9159, grad_norm: 1.9088 2021-01-23 07:12:12,077 - mmaction - INFO - Epoch [107][1820/2147] lr: 1.267e-01, eta: 6 days, 4:12:36, time: 1.928, data_time: 0.047, memory: 16628, top1_acc: 0.3625, top5_acc: 0.6071, loss_cls: 2.9353, loss: 2.9353, grad_norm: 1.9114 2021-01-23 07:12:51,224 - mmaction - INFO - Epoch [107][1840/2147] lr: 1.267e-01, eta: 6 days, 4:12:11, time: 1.964, data_time: 0.018, memory: 16628, top1_acc: 0.3621, top5_acc: 0.6183, loss_cls: 2.8577, loss: 2.8577, grad_norm: 1.9644 2021-01-23 07:13:21,260 - mmaction - INFO - Epoch [107][1860/2147] lr: 1.267e-01, eta: 6 days, 4:11:34, time: 1.506, data_time: 0.011, memory: 16628, top1_acc: 0.3638, top5_acc: 0.6237, loss_cls: 2.8815, loss: 2.8815, grad_norm: 1.9446 2021-01-23 07:13:52,238 - mmaction - INFO - Epoch [107][1880/2147] lr: 1.267e-01, eta: 6 days, 4:10:57, time: 1.549, data_time: 0.007, memory: 16628, top1_acc: 0.3491, top5_acc: 0.6174, loss_cls: 2.8944, loss: 2.8944, grad_norm: 1.9779 2021-01-23 07:14:21,157 - mmaction - INFO - Epoch [107][1900/2147] lr: 1.267e-01, eta: 6 days, 4:10:17, time: 1.446, data_time: 0.005, memory: 16628, top1_acc: 0.3598, top5_acc: 0.6129, loss_cls: 2.9358, loss: 2.9358, grad_norm: 1.9130 2021-01-23 07:14:50,413 - mmaction - INFO - Epoch [107][1920/2147] lr: 1.267e-01, eta: 6 days, 4:09:38, time: 1.462, data_time: 0.004, memory: 16628, top1_acc: 0.3625, top5_acc: 0.6143, loss_cls: 2.9101, loss: 2.9101, grad_norm: 1.8894 2021-01-23 07:15:18,860 - mmaction - INFO - Epoch [107][1940/2147] lr: 1.267e-01, eta: 6 days, 4:08:58, time: 1.423, data_time: 0.003, memory: 16628, top1_acc: 0.3656, top5_acc: 0.6259, loss_cls: 2.8939, loss: 2.8939, grad_norm: 1.9510 2021-01-23 07:15:47,370 - mmaction - INFO - Epoch [107][1960/2147] lr: 1.267e-01, eta: 6 days, 4:08:18, time: 1.426, data_time: 0.004, memory: 16628, top1_acc: 0.3598, top5_acc: 0.6112, loss_cls: 2.9031, loss: 2.9031, grad_norm: 1.9568 2021-01-23 07:16:17,496 - mmaction - INFO - Epoch [107][1980/2147] lr: 1.267e-01, eta: 6 days, 4:07:41, time: 1.507, data_time: 0.001, memory: 16628, top1_acc: 0.3585, top5_acc: 0.6045, loss_cls: 2.9384, loss: 2.9384, grad_norm: 1.9054 2021-01-23 07:16:51,100 - mmaction - INFO - Epoch [107][2000/2147] lr: 1.267e-01, eta: 6 days, 4:07:07, time: 1.674, data_time: 0.095, memory: 16628, top1_acc: 0.3638, top5_acc: 0.6317, loss_cls: 2.8478, loss: 2.8478, grad_norm: 1.9102 2021-01-23 07:17:21,940 - mmaction - INFO - Epoch [107][2020/2147] lr: 1.267e-01, eta: 6 days, 4:06:31, time: 1.543, data_time: 0.008, memory: 16628, top1_acc: 0.3545, top5_acc: 0.6188, loss_cls: 2.9334, loss: 2.9334, grad_norm: 1.8935 2021-01-23 07:17:52,150 - mmaction - INFO - Epoch [107][2040/2147] lr: 1.267e-01, eta: 6 days, 4:05:53, time: 1.514, data_time: 0.007, memory: 16628, top1_acc: 0.3643, top5_acc: 0.6196, loss_cls: 2.8745, loss: 2.8745, grad_norm: 1.8966 2021-01-23 07:18:20,932 - mmaction - INFO - Epoch [107][2060/2147] lr: 1.267e-01, eta: 6 days, 4:05:14, time: 1.439, data_time: 0.002, memory: 16628, top1_acc: 0.3527, top5_acc: 0.6223, loss_cls: 2.8531, loss: 2.8531, grad_norm: 1.9518 2021-01-23 07:18:52,445 - mmaction - INFO - Epoch [107][2080/2147] lr: 1.267e-01, eta: 6 days, 4:04:38, time: 1.574, data_time: 0.002, memory: 16628, top1_acc: 0.3705, top5_acc: 0.6187, loss_cls: 2.8730, loss: 2.8730, grad_norm: 1.9103 2021-01-23 07:19:22,095 - mmaction - INFO - Epoch [107][2100/2147] lr: 1.267e-01, eta: 6 days, 4:03:59, time: 1.482, data_time: 0.014, memory: 16628, top1_acc: 0.3513, top5_acc: 0.5991, loss_cls: 2.9478, loss: 2.9478, grad_norm: 1.9719 2021-01-23 07:19:51,104 - mmaction - INFO - Epoch [107][2120/2147] lr: 1.267e-01, eta: 6 days, 4:03:20, time: 1.451, data_time: 0.006, memory: 16628, top1_acc: 0.3558, top5_acc: 0.6232, loss_cls: 2.8967, loss: 2.8967, grad_norm: 1.9899 2021-01-23 07:20:20,930 - mmaction - INFO - Epoch [107][2140/2147] lr: 1.267e-01, eta: 6 days, 4:02:42, time: 1.491, data_time: 0.003, memory: 16628, top1_acc: 0.3638, top5_acc: 0.6147, loss_cls: 2.9093, loss: 2.9093, grad_norm: 1.9341 2021-01-23 07:25:22,674 - mmaction - INFO - Epoch [108][20/2147] lr: 1.255e-01, eta: 6 days, 4:07:18, time: 13.778, data_time: 12.211, memory: 16628, top1_acc: 0.3563, top5_acc: 0.6272, loss_cls: 2.8715, loss: 2.8715, grad_norm: 1.9627 2021-01-23 07:25:53,858 - mmaction - INFO - Epoch [108][40/2147] lr: 1.255e-01, eta: 6 days, 4:06:41, time: 1.555, data_time: 0.009, memory: 16628, top1_acc: 0.3839, top5_acc: 0.6304, loss_cls: 2.8250, loss: 2.8250, grad_norm: 1.8961 2021-01-23 07:26:24,479 - mmaction - INFO - Epoch [108][60/2147] lr: 1.255e-01, eta: 6 days, 4:06:04, time: 1.533, data_time: 0.009, memory: 16628, top1_acc: 0.3482, top5_acc: 0.6165, loss_cls: 2.8868, loss: 2.8868, grad_norm: 1.9739 2021-01-23 07:27:01,641 - mmaction - INFO - Epoch [108][80/2147] lr: 1.255e-01, eta: 6 days, 4:05:36, time: 1.856, data_time: 0.006, memory: 16628, top1_acc: 0.3875, top5_acc: 0.6326, loss_cls: 2.7807, loss: 2.7807, grad_norm: 1.8993 2021-01-23 07:27:35,205 - mmaction - INFO - Epoch [108][100/2147] lr: 1.255e-01, eta: 6 days, 4:05:03, time: 1.676, data_time: 0.016, memory: 16628, top1_acc: 0.3647, top5_acc: 0.6116, loss_cls: 2.8843, loss: 2.8843, grad_norm: 2.0131 2021-01-23 07:28:04,292 - mmaction - INFO - Epoch [108][120/2147] lr: 1.255e-01, eta: 6 days, 4:04:24, time: 1.461, data_time: 0.012, memory: 16628, top1_acc: 0.3464, top5_acc: 0.5996, loss_cls: 2.9366, loss: 2.9366, grad_norm: 1.9632 2021-01-23 07:28:35,377 - mmaction - INFO - Epoch [108][140/2147] lr: 1.255e-01, eta: 6 days, 4:03:47, time: 1.548, data_time: 0.011, memory: 16628, top1_acc: 0.3594, top5_acc: 0.6112, loss_cls: 2.9166, loss: 2.9166, grad_norm: 1.8969 2021-01-23 07:29:06,863 - mmaction - INFO - Epoch [108][160/2147] lr: 1.255e-01, eta: 6 days, 4:03:11, time: 1.573, data_time: 0.011, memory: 16628, top1_acc: 0.3607, top5_acc: 0.6196, loss_cls: 2.8753, loss: 2.8753, grad_norm: 1.9140 2021-01-23 07:29:36,553 - mmaction - INFO - Epoch [108][180/2147] lr: 1.255e-01, eta: 6 days, 4:02:33, time: 1.484, data_time: 0.010, memory: 16628, top1_acc: 0.3522, top5_acc: 0.6156, loss_cls: 2.9056, loss: 2.9056, grad_norm: 1.9623 2021-01-23 07:30:11,371 - mmaction - INFO - Epoch [108][200/2147] lr: 1.255e-01, eta: 6 days, 4:02:02, time: 1.745, data_time: 0.011, memory: 16628, top1_acc: 0.3567, top5_acc: 0.6304, loss_cls: 2.8803, loss: 2.8803, grad_norm: 1.9880 2021-01-23 07:30:43,425 - mmaction - INFO - Epoch [108][220/2147] lr: 1.255e-01, eta: 6 days, 4:01:27, time: 1.604, data_time: 0.010, memory: 16628, top1_acc: 0.3616, top5_acc: 0.6156, loss_cls: 2.8913, loss: 2.8913, grad_norm: 1.9088 2021-01-23 07:31:12,243 - mmaction - INFO - Epoch [108][240/2147] lr: 1.255e-01, eta: 6 days, 4:00:47, time: 1.443, data_time: 0.007, memory: 16628, top1_acc: 0.3580, top5_acc: 0.6192, loss_cls: 2.8694, loss: 2.8694, grad_norm: 1.9635 2021-01-23 07:31:46,056 - mmaction - INFO - Epoch [108][260/2147] lr: 1.255e-01, eta: 6 days, 4:00:14, time: 1.687, data_time: 0.009, memory: 16628, top1_acc: 0.3661, top5_acc: 0.6098, loss_cls: 2.9291, loss: 2.9291, grad_norm: 1.9566 2021-01-23 07:32:19,286 - mmaction - INFO - Epoch [108][280/2147] lr: 1.255e-01, eta: 6 days, 3:59:41, time: 1.658, data_time: 0.072, memory: 16628, top1_acc: 0.3478, top5_acc: 0.6134, loss_cls: 2.9130, loss: 2.9130, grad_norm: 1.9325 2021-01-23 07:32:48,089 - mmaction - INFO - Epoch [108][300/2147] lr: 1.255e-01, eta: 6 days, 3:59:01, time: 1.446, data_time: 0.013, memory: 16628, top1_acc: 0.3844, top5_acc: 0.6281, loss_cls: 2.8180, loss: 2.8180, grad_norm: 1.9110 2021-01-23 07:33:19,023 - mmaction - INFO - Epoch [108][320/2147] lr: 1.255e-01, eta: 6 days, 3:58:25, time: 1.544, data_time: 0.077, memory: 16628, top1_acc: 0.3598, top5_acc: 0.6085, loss_cls: 2.9004, loss: 2.9004, grad_norm: 1.9516 2021-01-23 07:33:51,766 - mmaction - INFO - Epoch [108][340/2147] lr: 1.255e-01, eta: 6 days, 3:57:50, time: 1.634, data_time: 0.014, memory: 16628, top1_acc: 0.3549, top5_acc: 0.6125, loss_cls: 2.9129, loss: 2.9129, grad_norm: 1.9786 2021-01-23 07:34:21,784 - mmaction - INFO - Epoch [108][360/2147] lr: 1.255e-01, eta: 6 days, 3:57:13, time: 1.509, data_time: 0.014, memory: 16628, top1_acc: 0.3621, top5_acc: 0.6112, loss_cls: 2.8745, loss: 2.8745, grad_norm: 1.9709 2021-01-23 07:34:53,490 - mmaction - INFO - Epoch [108][380/2147] lr: 1.255e-01, eta: 6 days, 3:56:37, time: 1.579, data_time: 0.004, memory: 16628, top1_acc: 0.3661, top5_acc: 0.6286, loss_cls: 2.8296, loss: 2.8296, grad_norm: 1.9430 2021-01-23 07:35:26,087 - mmaction - INFO - Epoch [108][400/2147] lr: 1.255e-01, eta: 6 days, 3:56:03, time: 1.636, data_time: 0.009, memory: 16628, top1_acc: 0.3683, top5_acc: 0.6103, loss_cls: 2.8861, loss: 2.8861, grad_norm: 1.9821 2021-01-23 07:35:55,893 - mmaction - INFO - Epoch [108][420/2147] lr: 1.255e-01, eta: 6 days, 3:55:24, time: 1.487, data_time: 0.002, memory: 16628, top1_acc: 0.3585, top5_acc: 0.6268, loss_cls: 2.8633, loss: 2.8633, grad_norm: 1.9806 2021-01-23 07:36:27,362 - mmaction - INFO - Epoch [108][440/2147] lr: 1.255e-01, eta: 6 days, 3:54:48, time: 1.575, data_time: 0.005, memory: 16628, top1_acc: 0.3607, top5_acc: 0.6254, loss_cls: 2.8937, loss: 2.8937, grad_norm: 1.9700 2021-01-23 07:37:02,802 - mmaction - INFO - Epoch [108][460/2147] lr: 1.255e-01, eta: 6 days, 3:54:18, time: 1.773, data_time: 0.007, memory: 16628, top1_acc: 0.3509, top5_acc: 0.6121, loss_cls: 2.9265, loss: 2.9265, grad_norm: 1.9556 2021-01-23 07:37:31,534 - mmaction - INFO - Epoch [108][480/2147] lr: 1.255e-01, eta: 6 days, 3:53:38, time: 1.438, data_time: 0.005, memory: 16628, top1_acc: 0.3710, top5_acc: 0.6299, loss_cls: 2.8239, loss: 2.8239, grad_norm: 1.9617 2021-01-23 07:38:00,711 - mmaction - INFO - Epoch [108][500/2147] lr: 1.255e-01, eta: 6 days, 3:52:59, time: 1.460, data_time: 0.004, memory: 16628, top1_acc: 0.3562, top5_acc: 0.6125, loss_cls: 2.8932, loss: 2.8932, grad_norm: 1.9617 2021-01-23 07:38:29,901 - mmaction - INFO - Epoch [108][520/2147] lr: 1.255e-01, eta: 6 days, 3:52:20, time: 1.458, data_time: 0.002, memory: 16628, top1_acc: 0.3719, top5_acc: 0.6054, loss_cls: 2.9055, loss: 2.9055, grad_norm: 1.9485 2021-01-23 07:39:00,533 - mmaction - INFO - Epoch [108][540/2147] lr: 1.255e-01, eta: 6 days, 3:51:43, time: 1.532, data_time: 0.009, memory: 16628, top1_acc: 0.3469, top5_acc: 0.6107, loss_cls: 2.9173, loss: 2.9173, grad_norm: 1.9731 2021-01-23 07:39:30,334 - mmaction - INFO - Epoch [108][560/2147] lr: 1.255e-01, eta: 6 days, 3:51:05, time: 1.489, data_time: 0.003, memory: 16628, top1_acc: 0.3522, top5_acc: 0.6241, loss_cls: 2.8697, loss: 2.8697, grad_norm: 1.9352 2021-01-23 07:39:59,341 - mmaction - INFO - Epoch [108][580/2147] lr: 1.255e-01, eta: 6 days, 3:50:25, time: 1.447, data_time: 0.009, memory: 16628, top1_acc: 0.3616, top5_acc: 0.6138, loss_cls: 2.8724, loss: 2.8724, grad_norm: 1.8985 2021-01-23 07:40:28,367 - mmaction - INFO - Epoch [108][600/2147] lr: 1.255e-01, eta: 6 days, 3:49:46, time: 1.456, data_time: 0.006, memory: 16628, top1_acc: 0.3616, top5_acc: 0.6246, loss_cls: 2.8660, loss: 2.8660, grad_norm: 1.9839 2021-01-23 07:40:59,605 - mmaction - INFO - Epoch [108][620/2147] lr: 1.255e-01, eta: 6 days, 3:49:10, time: 1.558, data_time: 0.005, memory: 16628, top1_acc: 0.3821, top5_acc: 0.6103, loss_cls: 2.8435, loss: 2.8435, grad_norm: 1.9084 2021-01-23 07:41:29,297 - mmaction - INFO - Epoch [108][640/2147] lr: 1.255e-01, eta: 6 days, 3:48:31, time: 1.485, data_time: 0.008, memory: 16628, top1_acc: 0.3527, top5_acc: 0.6121, loss_cls: 2.9116, loss: 2.9116, grad_norm: 1.9715 2021-01-23 07:42:05,051 - mmaction - INFO - Epoch [108][660/2147] lr: 1.255e-01, eta: 6 days, 3:48:01, time: 1.787, data_time: 0.007, memory: 16628, top1_acc: 0.3871, top5_acc: 0.6402, loss_cls: 2.7642, loss: 2.7642, grad_norm: 1.9368 2021-01-23 07:42:38,623 - mmaction - INFO - Epoch [108][680/2147] lr: 1.255e-01, eta: 6 days, 3:47:29, time: 1.679, data_time: 0.005, memory: 16628, top1_acc: 0.3625, top5_acc: 0.6089, loss_cls: 2.9165, loss: 2.9165, grad_norm: 2.0317 2021-01-23 07:43:07,749 - mmaction - INFO - Epoch [108][700/2147] lr: 1.255e-01, eta: 6 days, 3:46:49, time: 1.456, data_time: 0.005, memory: 16628, top1_acc: 0.3567, top5_acc: 0.6121, loss_cls: 2.9007, loss: 2.9007, grad_norm: 1.9846 2021-01-23 07:43:36,583 - mmaction - INFO - Epoch [108][720/2147] lr: 1.255e-01, eta: 6 days, 3:46:10, time: 1.444, data_time: 0.006, memory: 16628, top1_acc: 0.3558, top5_acc: 0.6263, loss_cls: 2.8904, loss: 2.8904, grad_norm: 2.0187 2021-01-23 07:44:05,411 - mmaction - INFO - Epoch [108][740/2147] lr: 1.255e-01, eta: 6 days, 3:45:30, time: 1.441, data_time: 0.006, memory: 16628, top1_acc: 0.3469, top5_acc: 0.6107, loss_cls: 2.9187, loss: 2.9187, grad_norm: 1.9631 2021-01-23 07:44:37,047 - mmaction - INFO - Epoch [108][760/2147] lr: 1.255e-01, eta: 6 days, 3:44:55, time: 1.582, data_time: 0.005, memory: 16628, top1_acc: 0.3522, top5_acc: 0.6174, loss_cls: 2.8861, loss: 2.8861, grad_norm: 1.9565 2021-01-23 07:45:07,270 - mmaction - INFO - Epoch [108][780/2147] lr: 1.255e-01, eta: 6 days, 3:44:17, time: 1.509, data_time: 0.005, memory: 16628, top1_acc: 0.3487, top5_acc: 0.6098, loss_cls: 2.9368, loss: 2.9368, grad_norm: 1.9481 2021-01-23 07:45:37,014 - mmaction - INFO - Epoch [108][800/2147] lr: 1.255e-01, eta: 6 days, 3:43:39, time: 1.487, data_time: 0.003, memory: 16628, top1_acc: 0.3643, top5_acc: 0.6174, loss_cls: 2.8804, loss: 2.8804, grad_norm: 1.9493 2021-01-23 07:46:07,675 - mmaction - INFO - Epoch [108][820/2147] lr: 1.255e-01, eta: 6 days, 3:43:02, time: 1.531, data_time: 0.006, memory: 16628, top1_acc: 0.3496, top5_acc: 0.6138, loss_cls: 2.9516, loss: 2.9516, grad_norm: 1.9615 2021-01-23 07:46:37,997 - mmaction - INFO - Epoch [108][840/2147] lr: 1.255e-01, eta: 6 days, 3:42:24, time: 1.519, data_time: 0.011, memory: 16628, top1_acc: 0.3728, top5_acc: 0.6241, loss_cls: 2.8910, loss: 2.8910, grad_norm: 1.9117 2021-01-23 07:47:18,906 - mmaction - INFO - Epoch [108][860/2147] lr: 1.255e-01, eta: 6 days, 3:42:01, time: 2.041, data_time: 0.004, memory: 16628, top1_acc: 0.3710, top5_acc: 0.6205, loss_cls: 2.8131, loss: 2.8131, grad_norm: 1.9127 2021-01-23 07:47:48,892 - mmaction - INFO - Epoch [108][880/2147] lr: 1.255e-01, eta: 6 days, 3:41:23, time: 1.503, data_time: 0.014, memory: 16628, top1_acc: 0.3554, top5_acc: 0.6147, loss_cls: 2.9069, loss: 2.9069, grad_norm: 2.0014 2021-01-23 07:48:17,964 - mmaction - INFO - Epoch [108][900/2147] lr: 1.255e-01, eta: 6 days, 3:40:44, time: 1.454, data_time: 0.005, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6205, loss_cls: 2.8802, loss: 2.8802, grad_norm: 1.9410 2021-01-23 07:48:47,318 - mmaction - INFO - Epoch [108][920/2147] lr: 1.255e-01, eta: 6 days, 3:40:05, time: 1.467, data_time: 0.003, memory: 16628, top1_acc: 0.3638, top5_acc: 0.6174, loss_cls: 2.8941, loss: 2.8941, grad_norm: 1.9578 2021-01-23 07:49:19,123 - mmaction - INFO - Epoch [108][940/2147] lr: 1.255e-01, eta: 6 days, 3:39:30, time: 1.586, data_time: 0.009, memory: 16628, top1_acc: 0.3585, top5_acc: 0.6121, loss_cls: 2.8928, loss: 2.8928, grad_norm: 1.9576 2021-01-23 07:49:49,314 - mmaction - INFO - Epoch [108][960/2147] lr: 1.255e-01, eta: 6 days, 3:38:52, time: 1.508, data_time: 0.009, memory: 16628, top1_acc: 0.3612, top5_acc: 0.6232, loss_cls: 2.8704, loss: 2.8704, grad_norm: 1.9479 2021-01-23 07:50:18,154 - mmaction - INFO - Epoch [108][980/2147] lr: 1.255e-01, eta: 6 days, 3:38:12, time: 1.445, data_time: 0.010, memory: 16628, top1_acc: 0.3728, top5_acc: 0.6210, loss_cls: 2.8297, loss: 2.8297, grad_norm: 1.9539 2021-01-23 07:50:46,942 - mmaction - INFO - Epoch [108][1000/2147] lr: 1.255e-01, eta: 6 days, 3:37:33, time: 1.442, data_time: 0.008, memory: 16628, top1_acc: 0.3817, top5_acc: 0.6362, loss_cls: 2.7569, loss: 2.7569, grad_norm: 1.9306 2021-01-23 07:51:18,184 - mmaction - INFO - Epoch [108][1020/2147] lr: 1.255e-01, eta: 6 days, 3:36:57, time: 1.562, data_time: 0.012, memory: 16628, top1_acc: 0.3647, top5_acc: 0.6170, loss_cls: 2.8814, loss: 2.8814, grad_norm: 1.9453 2021-01-23 07:52:00,569 - mmaction - INFO - Epoch [108][1040/2147] lr: 1.255e-01, eta: 6 days, 3:36:36, time: 2.112, data_time: 0.010, memory: 16628, top1_acc: 0.3518, top5_acc: 0.6147, loss_cls: 2.8785, loss: 2.8785, grad_norm: 1.9153 2021-01-23 07:52:31,225 - mmaction - INFO - Epoch [108][1060/2147] lr: 1.255e-01, eta: 6 days, 3:35:59, time: 1.540, data_time: 0.014, memory: 16628, top1_acc: 0.3732, top5_acc: 0.6161, loss_cls: 2.8736, loss: 2.8736, grad_norm: 1.9372 2021-01-23 07:53:03,708 - mmaction - INFO - Epoch [108][1080/2147] lr: 1.255e-01, eta: 6 days, 3:35:24, time: 1.624, data_time: 0.009, memory: 16628, top1_acc: 0.3638, top5_acc: 0.6259, loss_cls: 2.8554, loss: 2.8554, grad_norm: 1.9834 2021-01-23 07:53:32,802 - mmaction - INFO - Epoch [108][1100/2147] lr: 1.255e-01, eta: 6 days, 3:34:45, time: 1.456, data_time: 0.006, memory: 16628, top1_acc: 0.3696, top5_acc: 0.6254, loss_cls: 2.8882, loss: 2.8882, grad_norm: 1.9785 2021-01-23 07:54:04,421 - mmaction - INFO - Epoch [108][1120/2147] lr: 1.255e-01, eta: 6 days, 3:34:09, time: 1.574, data_time: 0.003, memory: 16628, top1_acc: 0.3688, top5_acc: 0.6268, loss_cls: 2.8632, loss: 2.8632, grad_norm: 1.9595 2021-01-23 07:54:33,275 - mmaction - INFO - Epoch [108][1140/2147] lr: 1.255e-01, eta: 6 days, 3:33:30, time: 1.451, data_time: 0.012, memory: 16628, top1_acc: 0.3643, top5_acc: 0.6304, loss_cls: 2.8485, loss: 2.8485, grad_norm: 1.9833 2021-01-23 07:55:06,412 - mmaction - INFO - Epoch [108][1160/2147] lr: 1.255e-01, eta: 6 days, 3:32:56, time: 1.654, data_time: 0.003, memory: 16628, top1_acc: 0.3679, top5_acc: 0.6094, loss_cls: 2.8969, loss: 2.8969, grad_norm: 1.9911 2021-01-23 07:55:35,171 - mmaction - INFO - Epoch [108][1180/2147] lr: 1.255e-01, eta: 6 days, 3:32:17, time: 1.439, data_time: 0.007, memory: 16628, top1_acc: 0.3562, top5_acc: 0.6295, loss_cls: 2.8628, loss: 2.8628, grad_norm: 1.9939 2021-01-23 07:56:06,975 - mmaction - INFO - Epoch [108][1200/2147] lr: 1.255e-01, eta: 6 days, 3:31:41, time: 1.590, data_time: 0.005, memory: 16628, top1_acc: 0.3460, top5_acc: 0.6031, loss_cls: 2.9809, loss: 2.9809, grad_norm: 1.9713 2021-01-23 07:56:42,721 - mmaction - INFO - Epoch [108][1220/2147] lr: 1.255e-01, eta: 6 days, 3:31:10, time: 1.740, data_time: 0.011, memory: 16628, top1_acc: 0.3464, top5_acc: 0.5906, loss_cls: 2.9874, loss: 2.9874, grad_norm: 1.9590 2021-01-23 07:57:17,647 - mmaction - INFO - Epoch [108][1240/2147] lr: 1.255e-01, eta: 6 days, 3:30:40, time: 1.794, data_time: 0.052, memory: 16628, top1_acc: 0.3661, top5_acc: 0.6299, loss_cls: 2.8635, loss: 2.8635, grad_norm: 1.9744 2021-01-23 07:57:46,703 - mmaction - INFO - Epoch [108][1260/2147] lr: 1.255e-01, eta: 6 days, 3:30:01, time: 1.453, data_time: 0.005, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6138, loss_cls: 2.8763, loss: 2.8763, grad_norm: 1.8521 2021-01-23 07:58:21,926 - mmaction - INFO - Epoch [108][1280/2147] lr: 1.255e-01, eta: 6 days, 3:29:30, time: 1.761, data_time: 0.003, memory: 16628, top1_acc: 0.3540, top5_acc: 0.6089, loss_cls: 2.9167, loss: 2.9167, grad_norm: 1.9042 2021-01-23 07:58:52,899 - mmaction - INFO - Epoch [108][1300/2147] lr: 1.255e-01, eta: 6 days, 3:28:54, time: 1.541, data_time: 0.003, memory: 16628, top1_acc: 0.3562, top5_acc: 0.6138, loss_cls: 2.9057, loss: 2.9057, grad_norm: 1.9450 2021-01-23 07:59:23,565 - mmaction - INFO - Epoch [108][1320/2147] lr: 1.255e-01, eta: 6 days, 3:28:17, time: 1.539, data_time: 0.011, memory: 16628, top1_acc: 0.3496, top5_acc: 0.6152, loss_cls: 2.9273, loss: 2.9273, grad_norm: 1.9820 2021-01-23 07:59:54,841 - mmaction - INFO - Epoch [108][1340/2147] lr: 1.255e-01, eta: 6 days, 3:27:41, time: 1.567, data_time: 0.009, memory: 16628, top1_acc: 0.3603, top5_acc: 0.6156, loss_cls: 2.8754, loss: 2.8754, grad_norm: 1.9224 2021-01-23 08:00:24,363 - mmaction - INFO - Epoch [108][1360/2147] lr: 1.255e-01, eta: 6 days, 3:27:02, time: 1.475, data_time: 0.005, memory: 16628, top1_acc: 0.3670, top5_acc: 0.6214, loss_cls: 2.8803, loss: 2.8803, grad_norm: 1.9771 2021-01-23 08:00:53,130 - mmaction - INFO - Epoch [108][1380/2147] lr: 1.255e-01, eta: 6 days, 3:26:22, time: 1.438, data_time: 0.002, memory: 16628, top1_acc: 0.3589, top5_acc: 0.6045, loss_cls: 2.9781, loss: 2.9781, grad_norm: 1.9613 2021-01-23 08:01:24,234 - mmaction - INFO - Epoch [108][1400/2147] lr: 1.255e-01, eta: 6 days, 3:25:46, time: 1.554, data_time: 0.004, memory: 16628, top1_acc: 0.3647, top5_acc: 0.6116, loss_cls: 2.9099, loss: 2.9099, grad_norm: 1.9253 2021-01-23 08:01:56,876 - mmaction - INFO - Epoch [108][1420/2147] lr: 1.255e-01, eta: 6 days, 3:25:12, time: 1.628, data_time: 0.007, memory: 16628, top1_acc: 0.3594, top5_acc: 0.6170, loss_cls: 2.9041, loss: 2.9041, grad_norm: 1.9569 2021-01-23 08:02:27,976 - mmaction - INFO - Epoch [108][1440/2147] lr: 1.255e-01, eta: 6 days, 3:24:35, time: 1.557, data_time: 0.010, memory: 16628, top1_acc: 0.3527, top5_acc: 0.6107, loss_cls: 2.9178, loss: 2.9178, grad_norm: 1.9363 2021-01-23 08:02:56,488 - mmaction - INFO - Epoch [108][1460/2147] lr: 1.255e-01, eta: 6 days, 3:23:55, time: 1.430, data_time: 0.007, memory: 16628, top1_acc: 0.3688, top5_acc: 0.6246, loss_cls: 2.8616, loss: 2.8616, grad_norm: 1.9652 2021-01-23 08:03:28,032 - mmaction - INFO - Epoch [108][1480/2147] lr: 1.255e-01, eta: 6 days, 3:23:19, time: 1.572, data_time: 0.001, memory: 16628, top1_acc: 0.3500, top5_acc: 0.6022, loss_cls: 2.9624, loss: 2.9624, grad_norm: 1.9955 2021-01-23 08:03:59,427 - mmaction - INFO - Epoch [108][1500/2147] lr: 1.255e-01, eta: 6 days, 3:22:44, time: 1.574, data_time: 0.016, memory: 16628, top1_acc: 0.3629, top5_acc: 0.6205, loss_cls: 2.8938, loss: 2.8938, grad_norm: 1.9222 2021-01-23 08:04:30,206 - mmaction - INFO - Epoch [108][1520/2147] lr: 1.255e-01, eta: 6 days, 3:22:07, time: 1.539, data_time: 0.003, memory: 16628, top1_acc: 0.3594, top5_acc: 0.6147, loss_cls: 2.8741, loss: 2.8741, grad_norm: 1.9335 2021-01-23 08:05:01,329 - mmaction - INFO - Epoch [108][1540/2147] lr: 1.255e-01, eta: 6 days, 3:21:30, time: 1.557, data_time: 0.007, memory: 16628, top1_acc: 0.3732, top5_acc: 0.6263, loss_cls: 2.8316, loss: 2.8316, grad_norm: 1.9648 2021-01-23 08:05:30,019 - mmaction - INFO - Epoch [108][1560/2147] lr: 1.255e-01, eta: 6 days, 3:20:51, time: 1.433, data_time: 0.005, memory: 16628, top1_acc: 0.3714, top5_acc: 0.6210, loss_cls: 2.8946, loss: 2.8946, grad_norm: 1.9467 2021-01-23 08:06:00,953 - mmaction - INFO - Epoch [108][1580/2147] lr: 1.255e-01, eta: 6 days, 3:20:14, time: 1.548, data_time: 0.005, memory: 16628, top1_acc: 0.3424, top5_acc: 0.6112, loss_cls: 2.9262, loss: 2.9262, grad_norm: 1.9731 2021-01-23 08:06:31,361 - mmaction - INFO - Epoch [108][1600/2147] lr: 1.255e-01, eta: 6 days, 3:19:37, time: 1.521, data_time: 0.002, memory: 16628, top1_acc: 0.3696, top5_acc: 0.6259, loss_cls: 2.8466, loss: 2.8466, grad_norm: 1.9528 2021-01-23 08:07:01,416 - mmaction - INFO - Epoch [108][1620/2147] lr: 1.255e-01, eta: 6 days, 3:18:59, time: 1.500, data_time: 0.003, memory: 16628, top1_acc: 0.3585, top5_acc: 0.6116, loss_cls: 2.9339, loss: 2.9339, grad_norm: 1.9719 2021-01-23 08:07:30,418 - mmaction - INFO - Epoch [108][1640/2147] lr: 1.255e-01, eta: 6 days, 3:18:20, time: 1.452, data_time: 0.009, memory: 16628, top1_acc: 0.3527, top5_acc: 0.6062, loss_cls: 2.9018, loss: 2.9018, grad_norm: 1.9570 2021-01-23 08:08:02,361 - mmaction - INFO - Epoch [108][1660/2147] lr: 1.255e-01, eta: 6 days, 3:17:44, time: 1.595, data_time: 0.006, memory: 16628, top1_acc: 0.3692, top5_acc: 0.6071, loss_cls: 2.8964, loss: 2.8964, grad_norm: 1.9051 2021-01-23 08:08:34,640 - mmaction - INFO - Epoch [108][1680/2147] lr: 1.255e-01, eta: 6 days, 3:17:10, time: 1.612, data_time: 0.009, memory: 16628, top1_acc: 0.3683, top5_acc: 0.6107, loss_cls: 2.8819, loss: 2.8819, grad_norm: 1.9706 2021-01-23 08:09:06,215 - mmaction - INFO - Epoch [108][1700/2147] lr: 1.255e-01, eta: 6 days, 3:16:34, time: 1.584, data_time: 0.008, memory: 16628, top1_acc: 0.3607, top5_acc: 0.6210, loss_cls: 2.8457, loss: 2.8457, grad_norm: 1.9351 2021-01-23 08:09:34,992 - mmaction - INFO - Epoch [108][1720/2147] lr: 1.255e-01, eta: 6 days, 3:15:54, time: 1.437, data_time: 0.003, memory: 16628, top1_acc: 0.3674, top5_acc: 0.6076, loss_cls: 2.8996, loss: 2.8996, grad_norm: 1.9589 2021-01-23 08:10:06,399 - mmaction - INFO - Epoch [108][1740/2147] lr: 1.255e-01, eta: 6 days, 3:15:18, time: 1.561, data_time: 0.006, memory: 16628, top1_acc: 0.3442, top5_acc: 0.6121, loss_cls: 2.9262, loss: 2.9262, grad_norm: 1.9308 2021-01-23 08:10:35,474 - mmaction - INFO - Epoch [108][1760/2147] lr: 1.255e-01, eta: 6 days, 3:14:39, time: 1.464, data_time: 0.019, memory: 16628, top1_acc: 0.3656, top5_acc: 0.6058, loss_cls: 2.9026, loss: 2.9026, grad_norm: 1.9458 2021-01-23 08:11:04,533 - mmaction - INFO - Epoch [108][1780/2147] lr: 1.255e-01, eta: 6 days, 3:14:00, time: 1.452, data_time: 0.007, memory: 16628, top1_acc: 0.3487, top5_acc: 0.6107, loss_cls: 2.9164, loss: 2.9164, grad_norm: 1.9520 2021-01-23 08:11:35,954 - mmaction - INFO - Epoch [108][1800/2147] lr: 1.255e-01, eta: 6 days, 3:13:24, time: 1.569, data_time: 0.005, memory: 16628, top1_acc: 0.3585, top5_acc: 0.6228, loss_cls: 2.9055, loss: 2.9055, grad_norm: 1.9592 2021-01-23 08:12:05,191 - mmaction - INFO - Epoch [108][1820/2147] lr: 1.255e-01, eta: 6 days, 3:12:45, time: 1.466, data_time: 0.007, memory: 16628, top1_acc: 0.3777, top5_acc: 0.6241, loss_cls: 2.8194, loss: 2.8194, grad_norm: 1.8870 2021-01-23 08:12:36,896 - mmaction - INFO - Epoch [108][1840/2147] lr: 1.255e-01, eta: 6 days, 3:12:10, time: 1.583, data_time: 0.003, memory: 16628, top1_acc: 0.3638, top5_acc: 0.6277, loss_cls: 2.8996, loss: 2.8996, grad_norm: 1.9784 2021-01-23 08:13:09,696 - mmaction - INFO - Epoch [108][1860/2147] lr: 1.255e-01, eta: 6 days, 3:11:35, time: 1.632, data_time: 0.004, memory: 16628, top1_acc: 0.3536, top5_acc: 0.6147, loss_cls: 2.8975, loss: 2.8975, grad_norm: 1.9378 2021-01-23 08:13:42,259 - mmaction - INFO - Epoch [108][1880/2147] lr: 1.255e-01, eta: 6 days, 3:11:01, time: 1.634, data_time: 0.019, memory: 16628, top1_acc: 0.3518, top5_acc: 0.6098, loss_cls: 2.9210, loss: 2.9210, grad_norm: 2.0418 2021-01-23 08:14:12,425 - mmaction - INFO - Epoch [108][1900/2147] lr: 1.255e-01, eta: 6 days, 3:10:23, time: 1.507, data_time: 0.010, memory: 16628, top1_acc: 0.3777, top5_acc: 0.6330, loss_cls: 2.8284, loss: 2.8284, grad_norm: 1.9310 2021-01-23 08:14:42,598 - mmaction - INFO - Epoch [108][1920/2147] lr: 1.255e-01, eta: 6 days, 3:09:46, time: 1.510, data_time: 0.007, memory: 16628, top1_acc: 0.3692, top5_acc: 0.6179, loss_cls: 2.8765, loss: 2.8765, grad_norm: 1.9111 2021-01-23 08:15:11,275 - mmaction - INFO - Epoch [108][1940/2147] lr: 1.255e-01, eta: 6 days, 3:09:06, time: 1.435, data_time: 0.009, memory: 16628, top1_acc: 0.3304, top5_acc: 0.5888, loss_cls: 3.0129, loss: 3.0129, grad_norm: 1.9997 2021-01-23 08:15:41,020 - mmaction - INFO - Epoch [108][1960/2147] lr: 1.255e-01, eta: 6 days, 3:08:28, time: 1.478, data_time: 0.003, memory: 16628, top1_acc: 0.3683, top5_acc: 0.6281, loss_cls: 2.8746, loss: 2.8746, grad_norm: 1.9283 2021-01-23 08:16:12,575 - mmaction - INFO - Epoch [108][1980/2147] lr: 1.255e-01, eta: 6 days, 3:07:52, time: 1.579, data_time: 0.023, memory: 16628, top1_acc: 0.3554, top5_acc: 0.6201, loss_cls: 2.8873, loss: 2.8873, grad_norm: 1.9775 2021-01-23 08:16:46,927 - mmaction - INFO - Epoch [108][2000/2147] lr: 1.255e-01, eta: 6 days, 3:07:20, time: 1.724, data_time: 0.013, memory: 16628, top1_acc: 0.3420, top5_acc: 0.5996, loss_cls: 3.0148, loss: 3.0148, grad_norm: 1.9536 2021-01-23 08:17:20,556 - mmaction - INFO - Epoch [108][2020/2147] lr: 1.255e-01, eta: 6 days, 3:06:47, time: 1.678, data_time: 0.010, memory: 16628, top1_acc: 0.3625, top5_acc: 0.6263, loss_cls: 2.8651, loss: 2.8651, grad_norm: 1.9064 2021-01-23 08:17:52,783 - mmaction - INFO - Epoch [108][2040/2147] lr: 1.255e-01, eta: 6 days, 3:06:12, time: 1.611, data_time: 0.013, memory: 16628, top1_acc: 0.3643, top5_acc: 0.6281, loss_cls: 2.8929, loss: 2.8929, grad_norm: 1.9580 2021-01-23 08:18:23,973 - mmaction - INFO - Epoch [108][2060/2147] lr: 1.255e-01, eta: 6 days, 3:05:36, time: 1.562, data_time: 0.013, memory: 16628, top1_acc: 0.3571, top5_acc: 0.6031, loss_cls: 2.9149, loss: 2.9149, grad_norm: 1.9437 2021-01-23 08:18:52,672 - mmaction - INFO - Epoch [108][2080/2147] lr: 1.255e-01, eta: 6 days, 3:04:57, time: 1.438, data_time: 0.005, memory: 16628, top1_acc: 0.3670, top5_acc: 0.6183, loss_cls: 2.8686, loss: 2.8686, grad_norm: 1.9909 2021-01-23 08:19:22,147 - mmaction - INFO - Epoch [108][2100/2147] lr: 1.255e-01, eta: 6 days, 3:04:18, time: 1.474, data_time: 0.005, memory: 16628, top1_acc: 0.3656, top5_acc: 0.6076, loss_cls: 2.9270, loss: 2.9270, grad_norm: 1.9910 2021-01-23 08:19:52,534 - mmaction - INFO - Epoch [108][2120/2147] lr: 1.255e-01, eta: 6 days, 3:03:41, time: 1.520, data_time: 0.003, memory: 16628, top1_acc: 0.3571, top5_acc: 0.6076, loss_cls: 2.9599, loss: 2.9599, grad_norm: 1.9498 2021-01-23 08:20:24,508 - mmaction - INFO - Epoch [108][2140/2147] lr: 1.255e-01, eta: 6 days, 3:03:06, time: 1.595, data_time: 0.004, memory: 16628, top1_acc: 0.3746, top5_acc: 0.6196, loss_cls: 2.8435, loss: 2.8435, grad_norm: 1.9003 2021-01-23 08:20:44,770 - mmaction - INFO - Saving checkpoint at 108 epochs 2021-01-23 08:24:57,866 - mmaction - INFO - Epoch [109][20/2147] lr: 1.243e-01, eta: 6 days, 3:07:04, time: 12.579, data_time: 10.957, memory: 16628, top1_acc: 0.3612, top5_acc: 0.6170, loss_cls: 2.8935, loss: 2.8935, grad_norm: 1.9348 2021-01-23 08:25:29,301 - mmaction - INFO - Epoch [109][40/2147] lr: 1.243e-01, eta: 6 days, 3:06:28, time: 1.572, data_time: 0.008, memory: 16628, top1_acc: 0.3562, top5_acc: 0.6286, loss_cls: 2.8117, loss: 2.8117, grad_norm: 1.9549 2021-01-23 08:26:01,671 - mmaction - INFO - Epoch [109][60/2147] lr: 1.243e-01, eta: 6 days, 3:05:53, time: 1.620, data_time: 0.010, memory: 16628, top1_acc: 0.3603, top5_acc: 0.6076, loss_cls: 2.9192, loss: 2.9192, grad_norm: 1.9518 2021-01-23 08:26:33,252 - mmaction - INFO - Epoch [109][80/2147] lr: 1.243e-01, eta: 6 days, 3:05:16, time: 1.538, data_time: 0.004, memory: 16628, top1_acc: 0.3643, top5_acc: 0.6237, loss_cls: 2.8433, loss: 2.8433, grad_norm: 1.9142 2021-01-23 08:27:02,131 - mmaction - INFO - Epoch [109][100/2147] lr: 1.243e-01, eta: 6 days, 3:04:38, time: 1.486, data_time: 0.054, memory: 16628, top1_acc: 0.3839, top5_acc: 0.6308, loss_cls: 2.8177, loss: 2.8177, grad_norm: 1.9262 2021-01-23 08:27:32,243 - mmaction - INFO - Epoch [109][120/2147] lr: 1.243e-01, eta: 6 days, 3:04:00, time: 1.503, data_time: 0.006, memory: 16628, top1_acc: 0.3728, top5_acc: 0.6187, loss_cls: 2.8588, loss: 2.8588, grad_norm: 1.9299 2021-01-23 08:28:02,153 - mmaction - INFO - Epoch [109][140/2147] lr: 1.243e-01, eta: 6 days, 3:03:22, time: 1.498, data_time: 0.006, memory: 16628, top1_acc: 0.3705, top5_acc: 0.6214, loss_cls: 2.8642, loss: 2.8642, grad_norm: 1.9748 2021-01-23 08:28:32,189 - mmaction - INFO - Epoch [109][160/2147] lr: 1.243e-01, eta: 6 days, 3:02:44, time: 1.503, data_time: 0.006, memory: 16628, top1_acc: 0.3621, top5_acc: 0.6183, loss_cls: 2.8734, loss: 2.8734, grad_norm: 1.9876 2021-01-23 08:29:05,567 - mmaction - INFO - Epoch [109][180/2147] lr: 1.243e-01, eta: 6 days, 3:02:11, time: 1.667, data_time: 0.003, memory: 16628, top1_acc: 0.3656, top5_acc: 0.6254, loss_cls: 2.8600, loss: 2.8600, grad_norm: 2.0016 2021-01-23 08:29:34,869 - mmaction - INFO - Epoch [109][200/2147] lr: 1.243e-01, eta: 6 days, 3:01:32, time: 1.467, data_time: 0.011, memory: 16628, top1_acc: 0.3839, top5_acc: 0.6339, loss_cls: 2.7642, loss: 2.7642, grad_norm: 1.9940 2021-01-23 08:30:05,351 - mmaction - INFO - Epoch [109][220/2147] lr: 1.243e-01, eta: 6 days, 3:00:55, time: 1.524, data_time: 0.003, memory: 16628, top1_acc: 0.3638, top5_acc: 0.6107, loss_cls: 2.9186, loss: 2.9186, grad_norm: 2.0255 2021-01-23 08:30:35,778 - mmaction - INFO - Epoch [109][240/2147] lr: 1.243e-01, eta: 6 days, 3:00:18, time: 1.519, data_time: 0.002, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6406, loss_cls: 2.8283, loss: 2.8283, grad_norm: 1.9328 2021-01-23 08:31:05,670 - mmaction - INFO - Epoch [109][260/2147] lr: 1.243e-01, eta: 6 days, 2:59:39, time: 1.488, data_time: 0.007, memory: 16628, top1_acc: 0.3835, top5_acc: 0.6469, loss_cls: 2.7838, loss: 2.7838, grad_norm: 1.9593 2021-01-23 08:31:37,729 - mmaction - INFO - Epoch [109][280/2147] lr: 1.243e-01, eta: 6 days, 2:59:04, time: 1.608, data_time: 0.013, memory: 16628, top1_acc: 0.3768, top5_acc: 0.6312, loss_cls: 2.8466, loss: 2.8466, grad_norm: 1.9887 2021-01-23 08:32:06,862 - mmaction - INFO - Epoch [109][300/2147] lr: 1.243e-01, eta: 6 days, 2:58:25, time: 1.458, data_time: 0.005, memory: 16628, top1_acc: 0.3429, top5_acc: 0.6054, loss_cls: 2.9430, loss: 2.9430, grad_norm: 1.9868 2021-01-23 08:32:39,577 - mmaction - INFO - Epoch [109][320/2147] lr: 1.243e-01, eta: 6 days, 2:57:51, time: 1.638, data_time: 0.015, memory: 16628, top1_acc: 0.3531, top5_acc: 0.6098, loss_cls: 2.9200, loss: 2.9200, grad_norm: 1.9454 2021-01-23 08:33:08,492 - mmaction - INFO - Epoch [109][340/2147] lr: 1.243e-01, eta: 6 days, 2:57:12, time: 1.446, data_time: 0.003, memory: 16628, top1_acc: 0.3455, top5_acc: 0.6125, loss_cls: 2.9404, loss: 2.9404, grad_norm: 1.9821 2021-01-23 08:33:40,579 - mmaction - INFO - Epoch [109][360/2147] lr: 1.243e-01, eta: 6 days, 2:56:37, time: 1.605, data_time: 0.004, memory: 16628, top1_acc: 0.3679, top5_acc: 0.6237, loss_cls: 2.8440, loss: 2.8440, grad_norm: 1.9527 2021-01-23 08:34:11,024 - mmaction - INFO - Epoch [109][380/2147] lr: 1.243e-01, eta: 6 days, 2:56:00, time: 1.521, data_time: 0.003, memory: 16628, top1_acc: 0.3612, top5_acc: 0.6277, loss_cls: 2.8724, loss: 2.8724, grad_norm: 1.9624 2021-01-23 08:34:41,522 - mmaction - INFO - Epoch [109][400/2147] lr: 1.243e-01, eta: 6 days, 2:55:22, time: 1.522, data_time: 0.005, memory: 16628, top1_acc: 0.3652, top5_acc: 0.6192, loss_cls: 2.8709, loss: 2.8709, grad_norm: 1.9699 2021-01-23 08:35:12,535 - mmaction - INFO - Epoch [109][420/2147] lr: 1.243e-01, eta: 6 days, 2:54:46, time: 1.547, data_time: 0.009, memory: 16628, top1_acc: 0.3603, top5_acc: 0.6161, loss_cls: 2.8925, loss: 2.8925, grad_norm: 1.9126 2021-01-23 08:35:46,138 - mmaction - INFO - Epoch [109][440/2147] lr: 1.243e-01, eta: 6 days, 2:54:13, time: 1.684, data_time: 0.016, memory: 16628, top1_acc: 0.3670, top5_acc: 0.6098, loss_cls: 2.8646, loss: 2.8646, grad_norm: 1.9127 2021-01-23 08:36:14,884 - mmaction - INFO - Epoch [109][460/2147] lr: 1.243e-01, eta: 6 days, 2:53:33, time: 1.441, data_time: 0.006, memory: 16628, top1_acc: 0.3585, top5_acc: 0.6205, loss_cls: 2.8885, loss: 2.8885, grad_norm: 1.9440 2021-01-23 08:36:48,236 - mmaction - INFO - Epoch [109][480/2147] lr: 1.243e-01, eta: 6 days, 2:53:00, time: 1.666, data_time: 0.005, memory: 16628, top1_acc: 0.3674, top5_acc: 0.6272, loss_cls: 2.8786, loss: 2.8786, grad_norm: 1.9740 2021-01-23 08:37:17,363 - mmaction - INFO - Epoch [109][500/2147] lr: 1.243e-01, eta: 6 days, 2:52:21, time: 1.458, data_time: 0.005, memory: 16628, top1_acc: 0.3665, top5_acc: 0.6259, loss_cls: 2.8432, loss: 2.8432, grad_norm: 1.9285 2021-01-23 08:37:48,154 - mmaction - INFO - Epoch [109][520/2147] lr: 1.243e-01, eta: 6 days, 2:51:44, time: 1.538, data_time: 0.001, memory: 16628, top1_acc: 0.3638, top5_acc: 0.6259, loss_cls: 2.8250, loss: 2.8250, grad_norm: 1.9216 2021-01-23 08:38:19,084 - mmaction - INFO - Epoch [109][540/2147] lr: 1.243e-01, eta: 6 days, 2:51:07, time: 1.544, data_time: 0.009, memory: 16628, top1_acc: 0.3839, top5_acc: 0.6290, loss_cls: 2.8236, loss: 2.8236, grad_norm: 1.9367 2021-01-23 08:38:48,369 - mmaction - INFO - Epoch [109][560/2147] lr: 1.243e-01, eta: 6 days, 2:50:29, time: 1.463, data_time: 0.009, memory: 16628, top1_acc: 0.3696, top5_acc: 0.6170, loss_cls: 2.8343, loss: 2.8343, grad_norm: 1.9239 2021-01-23 08:39:17,103 - mmaction - INFO - Epoch [109][580/2147] lr: 1.243e-01, eta: 6 days, 2:49:49, time: 1.442, data_time: 0.007, memory: 16628, top1_acc: 0.3558, top5_acc: 0.6223, loss_cls: 2.8817, loss: 2.8817, grad_norm: 1.9758 2021-01-23 08:39:49,672 - mmaction - INFO - Epoch [109][600/2147] lr: 1.243e-01, eta: 6 days, 2:49:15, time: 1.626, data_time: 0.002, memory: 16628, top1_acc: 0.3522, top5_acc: 0.6067, loss_cls: 2.9239, loss: 2.9239, grad_norm: 1.9920 2021-01-23 08:40:20,368 - mmaction - INFO - Epoch [109][620/2147] lr: 1.243e-01, eta: 6 days, 2:48:38, time: 1.536, data_time: 0.006, memory: 16628, top1_acc: 0.3772, top5_acc: 0.6277, loss_cls: 2.8350, loss: 2.8350, grad_norm: 1.9375 2021-01-23 08:40:49,586 - mmaction - INFO - Epoch [109][640/2147] lr: 1.243e-01, eta: 6 days, 2:47:59, time: 1.463, data_time: 0.008, memory: 16628, top1_acc: 0.3589, top5_acc: 0.6237, loss_cls: 2.8799, loss: 2.8799, grad_norm: 1.9639 2021-01-23 08:41:20,313 - mmaction - INFO - Epoch [109][660/2147] lr: 1.243e-01, eta: 6 days, 2:47:22, time: 1.533, data_time: 0.004, memory: 16628, top1_acc: 0.3920, top5_acc: 0.6411, loss_cls: 2.7601, loss: 2.7601, grad_norm: 1.8694 2021-01-23 08:41:53,441 - mmaction - INFO - Epoch [109][680/2147] lr: 1.243e-01, eta: 6 days, 2:46:48, time: 1.653, data_time: 0.012, memory: 16628, top1_acc: 0.3777, top5_acc: 0.6330, loss_cls: 2.8038, loss: 2.8038, grad_norm: 1.9767 2021-01-23 08:42:25,145 - mmaction - INFO - Epoch [109][700/2147] lr: 1.243e-01, eta: 6 days, 2:46:12, time: 1.581, data_time: 0.009, memory: 16628, top1_acc: 0.3625, top5_acc: 0.6152, loss_cls: 2.8817, loss: 2.8817, grad_norm: 1.9895 2021-01-23 08:42:55,658 - mmaction - INFO - Epoch [109][720/2147] lr: 1.243e-01, eta: 6 days, 2:45:35, time: 1.532, data_time: 0.016, memory: 16628, top1_acc: 0.3603, top5_acc: 0.6179, loss_cls: 2.9190, loss: 2.9190, grad_norm: 1.9491 2021-01-23 08:43:27,496 - mmaction - INFO - Epoch [109][740/2147] lr: 1.243e-01, eta: 6 days, 2:45:00, time: 1.572, data_time: 0.012, memory: 16628, top1_acc: 0.3540, top5_acc: 0.6103, loss_cls: 2.9317, loss: 2.9317, grad_norm: 1.9473 2021-01-23 08:44:01,620 - mmaction - INFO - Epoch [109][760/2147] lr: 1.243e-01, eta: 6 days, 2:44:28, time: 1.727, data_time: 0.035, memory: 16628, top1_acc: 0.3688, top5_acc: 0.6281, loss_cls: 2.8164, loss: 2.8164, grad_norm: 1.9365 2021-01-23 08:44:32,144 - mmaction - INFO - Epoch [109][780/2147] lr: 1.243e-01, eta: 6 days, 2:43:51, time: 1.531, data_time: 0.015, memory: 16628, top1_acc: 0.3705, top5_acc: 0.6134, loss_cls: 2.8831, loss: 2.8831, grad_norm: 1.9378 2021-01-23 08:45:00,695 - mmaction - INFO - Epoch [109][800/2147] lr: 1.243e-01, eta: 6 days, 2:43:11, time: 1.428, data_time: 0.003, memory: 16628, top1_acc: 0.3821, top5_acc: 0.6165, loss_cls: 2.8693, loss: 2.8693, grad_norm: 1.9323 2021-01-23 08:45:32,653 - mmaction - INFO - Epoch [109][820/2147] lr: 1.243e-01, eta: 6 days, 2:42:36, time: 1.597, data_time: 0.002, memory: 16628, top1_acc: 0.3728, top5_acc: 0.6420, loss_cls: 2.7704, loss: 2.7704, grad_norm: 1.9536 2021-01-23 08:46:02,757 - mmaction - INFO - Epoch [109][840/2147] lr: 1.243e-01, eta: 6 days, 2:41:58, time: 1.499, data_time: 0.003, memory: 16628, top1_acc: 0.3500, top5_acc: 0.6013, loss_cls: 2.9623, loss: 2.9623, grad_norm: 2.0148 2021-01-23 08:46:33,222 - mmaction - INFO - Epoch [109][860/2147] lr: 1.243e-01, eta: 6 days, 2:41:20, time: 1.482, data_time: 0.009, memory: 16628, top1_acc: 0.3545, top5_acc: 0.6036, loss_cls: 2.9623, loss: 2.9623, grad_norm: 2.0105 2021-01-23 08:47:03,991 - mmaction - INFO - Epoch [109][880/2147] lr: 1.243e-01, eta: 6 days, 2:40:44, time: 1.585, data_time: 0.059, memory: 16628, top1_acc: 0.3536, top5_acc: 0.6147, loss_cls: 2.8912, loss: 2.8912, grad_norm: 1.9306 2021-01-23 08:47:32,600 - mmaction - INFO - Epoch [109][900/2147] lr: 1.243e-01, eta: 6 days, 2:40:04, time: 1.431, data_time: 0.004, memory: 16628, top1_acc: 0.3790, top5_acc: 0.6089, loss_cls: 2.8583, loss: 2.8583, grad_norm: 1.9031 2021-01-23 08:48:04,668 - mmaction - INFO - Epoch [109][920/2147] lr: 1.243e-01, eta: 6 days, 2:39:29, time: 1.604, data_time: 0.004, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6134, loss_cls: 2.8725, loss: 2.8725, grad_norm: 1.9460 2021-01-23 08:48:33,662 - mmaction - INFO - Epoch [109][940/2147] lr: 1.243e-01, eta: 6 days, 2:38:50, time: 1.451, data_time: 0.004, memory: 16628, top1_acc: 0.3732, top5_acc: 0.6246, loss_cls: 2.8201, loss: 2.8201, grad_norm: 1.9511 2021-01-23 08:49:02,320 - mmaction - INFO - Epoch [109][960/2147] lr: 1.243e-01, eta: 6 days, 2:38:10, time: 1.433, data_time: 0.005, memory: 16628, top1_acc: 0.3504, top5_acc: 0.6031, loss_cls: 2.9470, loss: 2.9470, grad_norm: 1.9892 2021-01-23 08:49:32,818 - mmaction - INFO - Epoch [109][980/2147] lr: 1.243e-01, eta: 6 days, 2:37:33, time: 1.525, data_time: 0.001, memory: 16628, top1_acc: 0.3482, top5_acc: 0.6219, loss_cls: 2.8864, loss: 2.8864, grad_norm: 1.9217 2021-01-23 08:50:04,629 - mmaction - INFO - Epoch [109][1000/2147] lr: 1.243e-01, eta: 6 days, 2:36:58, time: 1.590, data_time: 0.002, memory: 16628, top1_acc: 0.3679, top5_acc: 0.6152, loss_cls: 2.8598, loss: 2.8598, grad_norm: 1.9993 2021-01-23 08:50:36,228 - mmaction - INFO - Epoch [109][1020/2147] lr: 1.243e-01, eta: 6 days, 2:36:22, time: 1.577, data_time: 0.003, memory: 16628, top1_acc: 0.3522, top5_acc: 0.5937, loss_cls: 2.9697, loss: 2.9697, grad_norm: 1.9702 2021-01-23 08:51:07,045 - mmaction - INFO - Epoch [109][1040/2147] lr: 1.243e-01, eta: 6 days, 2:35:45, time: 1.541, data_time: 0.013, memory: 16628, top1_acc: 0.3688, top5_acc: 0.6228, loss_cls: 2.8756, loss: 2.8756, grad_norm: 1.9436 2021-01-23 08:51:41,039 - mmaction - INFO - Epoch [109][1060/2147] lr: 1.243e-01, eta: 6 days, 2:35:09, time: 1.569, data_time: 0.050, memory: 16628, top1_acc: 0.3754, top5_acc: 0.6223, loss_cls: 2.8546, loss: 2.8546, grad_norm: 1.9513 2021-01-23 08:52:15,644 - mmaction - INFO - Epoch [109][1080/2147] lr: 1.243e-01, eta: 6 days, 2:34:41, time: 1.864, data_time: 0.136, memory: 16628, top1_acc: 0.3781, top5_acc: 0.6384, loss_cls: 2.7881, loss: 2.7881, grad_norm: 1.9700 2021-01-23 08:52:47,978 - mmaction - INFO - Epoch [109][1100/2147] lr: 1.243e-01, eta: 6 days, 2:34:07, time: 1.617, data_time: 0.003, memory: 16628, top1_acc: 0.3692, top5_acc: 0.6112, loss_cls: 2.9086, loss: 2.9086, grad_norm: 1.9578 2021-01-23 08:53:17,730 - mmaction - INFO - Epoch [109][1120/2147] lr: 1.243e-01, eta: 6 days, 2:33:28, time: 1.485, data_time: 0.003, memory: 16628, top1_acc: 0.3500, top5_acc: 0.6098, loss_cls: 2.9352, loss: 2.9352, grad_norm: 1.9952 2021-01-23 08:53:49,767 - mmaction - INFO - Epoch [109][1140/2147] lr: 1.243e-01, eta: 6 days, 2:32:53, time: 1.604, data_time: 0.014, memory: 16628, top1_acc: 0.3567, top5_acc: 0.6134, loss_cls: 2.8814, loss: 2.8814, grad_norm: 1.9539 2021-01-23 08:54:18,951 - mmaction - INFO - Epoch [109][1160/2147] lr: 1.243e-01, eta: 6 days, 2:32:14, time: 1.449, data_time: 0.002, memory: 16628, top1_acc: 0.3603, top5_acc: 0.5987, loss_cls: 2.9630, loss: 2.9630, grad_norm: 1.9626 2021-01-23 08:54:51,212 - mmaction - INFO - Epoch [109][1180/2147] lr: 1.243e-01, eta: 6 days, 2:31:40, time: 1.619, data_time: 0.017, memory: 16628, top1_acc: 0.3687, top5_acc: 0.6259, loss_cls: 2.8373, loss: 2.8373, grad_norm: 1.9709 2021-01-23 08:55:22,143 - mmaction - INFO - Epoch [109][1200/2147] lr: 1.243e-01, eta: 6 days, 2:31:03, time: 1.549, data_time: 0.012, memory: 16628, top1_acc: 0.3616, top5_acc: 0.6201, loss_cls: 2.8678, loss: 2.8678, grad_norm: 1.9526 2021-01-23 08:55:52,244 - mmaction - INFO - Epoch [109][1220/2147] lr: 1.243e-01, eta: 6 days, 2:30:25, time: 1.505, data_time: 0.004, memory: 16628, top1_acc: 0.3509, top5_acc: 0.6192, loss_cls: 2.8926, loss: 2.8926, grad_norm: 1.9917 2021-01-23 08:56:20,933 - mmaction - INFO - Epoch [109][1240/2147] lr: 1.243e-01, eta: 6 days, 2:29:46, time: 1.434, data_time: 0.005, memory: 16628, top1_acc: 0.3531, top5_acc: 0.5973, loss_cls: 2.9662, loss: 2.9662, grad_norm: 1.9715 2021-01-23 08:56:53,089 - mmaction - INFO - Epoch [109][1260/2147] lr: 1.243e-01, eta: 6 days, 2:29:11, time: 1.609, data_time: 0.005, memory: 16628, top1_acc: 0.3625, top5_acc: 0.6121, loss_cls: 2.9241, loss: 2.9241, grad_norm: 1.9529 2021-01-23 08:57:25,235 - mmaction - INFO - Epoch [109][1280/2147] lr: 1.243e-01, eta: 6 days, 2:28:36, time: 1.600, data_time: 0.004, memory: 16628, top1_acc: 0.3638, top5_acc: 0.6295, loss_cls: 2.8912, loss: 2.8912, grad_norm: 1.9715 2021-01-23 08:57:54,905 - mmaction - INFO - Epoch [109][1300/2147] lr: 1.243e-01, eta: 6 days, 2:27:57, time: 1.485, data_time: 0.011, memory: 16628, top1_acc: 0.3625, top5_acc: 0.6188, loss_cls: 2.8590, loss: 2.8590, grad_norm: 1.9484 2021-01-23 08:58:27,820 - mmaction - INFO - Epoch [109][1320/2147] lr: 1.243e-01, eta: 6 days, 2:27:24, time: 1.652, data_time: 0.012, memory: 16628, top1_acc: 0.3420, top5_acc: 0.6210, loss_cls: 2.9243, loss: 2.9243, grad_norm: 1.9804 2021-01-23 08:59:00,033 - mmaction - INFO - Epoch [109][1340/2147] lr: 1.243e-01, eta: 6 days, 2:26:49, time: 1.610, data_time: 0.004, memory: 16628, top1_acc: 0.3536, top5_acc: 0.6205, loss_cls: 2.8810, loss: 2.8810, grad_norm: 1.9485 2021-01-23 08:59:31,666 - mmaction - INFO - Epoch [109][1360/2147] lr: 1.243e-01, eta: 6 days, 2:26:13, time: 1.581, data_time: 0.008, memory: 16628, top1_acc: 0.3527, top5_acc: 0.5942, loss_cls: 2.9931, loss: 2.9931, grad_norm: 2.0054 2021-01-23 09:00:03,568 - mmaction - INFO - Epoch [109][1380/2147] lr: 1.243e-01, eta: 6 days, 2:25:38, time: 1.595, data_time: 0.009, memory: 16628, top1_acc: 0.3451, top5_acc: 0.6156, loss_cls: 2.8941, loss: 2.8941, grad_norm: 1.9123 2021-01-23 09:00:32,552 - mmaction - INFO - Epoch [109][1400/2147] lr: 1.243e-01, eta: 6 days, 2:24:59, time: 1.452, data_time: 0.007, memory: 16628, top1_acc: 0.3598, top5_acc: 0.5987, loss_cls: 2.9111, loss: 2.9111, grad_norm: 1.9631 2021-01-23 09:01:01,317 - mmaction - INFO - Epoch [109][1420/2147] lr: 1.243e-01, eta: 6 days, 2:24:19, time: 1.438, data_time: 0.004, memory: 16628, top1_acc: 0.3714, top5_acc: 0.6147, loss_cls: 2.9118, loss: 2.9118, grad_norm: 1.9310 2021-01-23 09:01:30,025 - mmaction - INFO - Epoch [109][1440/2147] lr: 1.243e-01, eta: 6 days, 2:23:40, time: 1.436, data_time: 0.006, memory: 16628, top1_acc: 0.3763, top5_acc: 0.6179, loss_cls: 2.8708, loss: 2.8708, grad_norm: 1.9446 2021-01-23 09:02:03,818 - mmaction - INFO - Epoch [109][1460/2147] lr: 1.243e-01, eta: 6 days, 2:23:07, time: 1.689, data_time: 0.004, memory: 16628, top1_acc: 0.3683, top5_acc: 0.6192, loss_cls: 2.8353, loss: 2.8353, grad_norm: 1.9251 2021-01-23 09:02:34,176 - mmaction - INFO - Epoch [109][1480/2147] lr: 1.243e-01, eta: 6 days, 2:22:30, time: 1.517, data_time: 0.004, memory: 16628, top1_acc: 0.3821, top5_acc: 0.6420, loss_cls: 2.7928, loss: 2.7928, grad_norm: 1.9828 2021-01-23 09:03:05,688 - mmaction - INFO - Epoch [109][1500/2147] lr: 1.243e-01, eta: 6 days, 2:21:54, time: 1.573, data_time: 0.007, memory: 16628, top1_acc: 0.3665, top5_acc: 0.6121, loss_cls: 2.9198, loss: 2.9198, grad_norm: 1.9914 2021-01-23 09:03:35,580 - mmaction - INFO - Epoch [109][1520/2147] lr: 1.243e-01, eta: 6 days, 2:21:16, time: 1.497, data_time: 0.011, memory: 16628, top1_acc: 0.3817, top5_acc: 0.6196, loss_cls: 2.8616, loss: 2.8616, grad_norm: 1.9232 2021-01-23 09:04:06,423 - mmaction - INFO - Epoch [109][1540/2147] lr: 1.243e-01, eta: 6 days, 2:20:39, time: 1.544, data_time: 0.009, memory: 16628, top1_acc: 0.3491, top5_acc: 0.6058, loss_cls: 2.9155, loss: 2.9155, grad_norm: 1.9358 2021-01-23 09:04:39,494 - mmaction - INFO - Epoch [109][1560/2147] lr: 1.243e-01, eta: 6 days, 2:20:06, time: 1.650, data_time: 0.004, memory: 16628, top1_acc: 0.3647, top5_acc: 0.6263, loss_cls: 2.8632, loss: 2.8632, grad_norm: 2.0239 2021-01-23 09:05:08,726 - mmaction - INFO - Epoch [109][1580/2147] lr: 1.243e-01, eta: 6 days, 2:19:27, time: 1.465, data_time: 0.005, memory: 16628, top1_acc: 0.3460, top5_acc: 0.5991, loss_cls: 2.9804, loss: 2.9804, grad_norm: 2.0215 2021-01-23 09:05:38,634 - mmaction - INFO - Epoch [109][1600/2147] lr: 1.243e-01, eta: 6 days, 2:18:49, time: 1.492, data_time: 0.003, memory: 16628, top1_acc: 0.3540, top5_acc: 0.6062, loss_cls: 2.9270, loss: 2.9270, grad_norm: 1.9051 2021-01-23 09:06:08,914 - mmaction - INFO - Epoch [109][1620/2147] lr: 1.243e-01, eta: 6 days, 2:18:11, time: 1.517, data_time: 0.007, memory: 16628, top1_acc: 0.3728, top5_acc: 0.6330, loss_cls: 2.8384, loss: 2.8384, grad_norm: 1.9550 2021-01-23 09:06:44,926 - mmaction - INFO - Epoch [109][1640/2147] lr: 1.243e-01, eta: 6 days, 2:17:40, time: 1.724, data_time: 0.011, memory: 16628, top1_acc: 0.3719, top5_acc: 0.6237, loss_cls: 2.8620, loss: 2.8620, grad_norm: 1.9735 2021-01-23 09:07:18,420 - mmaction - INFO - Epoch [109][1660/2147] lr: 1.243e-01, eta: 6 days, 2:17:09, time: 1.749, data_time: 0.103, memory: 16628, top1_acc: 0.3571, top5_acc: 0.6246, loss_cls: 2.8630, loss: 2.8630, grad_norm: 1.9253 2021-01-23 09:07:48,088 - mmaction - INFO - Epoch [109][1680/2147] lr: 1.243e-01, eta: 6 days, 2:16:30, time: 1.482, data_time: 0.008, memory: 16628, top1_acc: 0.3616, top5_acc: 0.6062, loss_cls: 2.9157, loss: 2.9157, grad_norm: 1.9907 2021-01-23 09:08:16,924 - mmaction - INFO - Epoch [109][1700/2147] lr: 1.243e-01, eta: 6 days, 2:15:51, time: 1.445, data_time: 0.007, memory: 16628, top1_acc: 0.3781, top5_acc: 0.6250, loss_cls: 2.8415, loss: 2.8415, grad_norm: 1.9445 2021-01-23 09:08:45,476 - mmaction - INFO - Epoch [109][1720/2147] lr: 1.243e-01, eta: 6 days, 2:15:11, time: 1.428, data_time: 0.003, memory: 16628, top1_acc: 0.3540, top5_acc: 0.6054, loss_cls: 2.9274, loss: 2.9274, grad_norm: 1.9635 2021-01-23 09:09:16,302 - mmaction - INFO - Epoch [109][1740/2147] lr: 1.243e-01, eta: 6 days, 2:14:35, time: 1.542, data_time: 0.005, memory: 16628, top1_acc: 0.3621, top5_acc: 0.6371, loss_cls: 2.8444, loss: 2.8444, grad_norm: 1.9480 2021-01-23 09:09:49,309 - mmaction - INFO - Epoch [109][1760/2147] lr: 1.243e-01, eta: 6 days, 2:14:01, time: 1.647, data_time: 0.008, memory: 16628, top1_acc: 0.3857, top5_acc: 0.6152, loss_cls: 2.8678, loss: 2.8678, grad_norm: 1.9221 2021-01-23 09:10:19,929 - mmaction - INFO - Epoch [109][1780/2147] lr: 1.243e-01, eta: 6 days, 2:13:24, time: 1.532, data_time: 0.011, memory: 16628, top1_acc: 0.3496, top5_acc: 0.6054, loss_cls: 2.9642, loss: 2.9642, grad_norm: 1.9471 2021-01-23 09:10:48,438 - mmaction - INFO - Epoch [109][1800/2147] lr: 1.243e-01, eta: 6 days, 2:12:44, time: 1.425, data_time: 0.011, memory: 16628, top1_acc: 0.3670, top5_acc: 0.6210, loss_cls: 2.8910, loss: 2.8910, grad_norm: 1.9209 2021-01-23 09:11:20,179 - mmaction - INFO - Epoch [109][1820/2147] lr: 1.243e-01, eta: 6 days, 2:12:08, time: 1.584, data_time: 0.008, memory: 16628, top1_acc: 0.3482, top5_acc: 0.6121, loss_cls: 2.9831, loss: 2.9831, grad_norm: 1.9924 2021-01-23 09:11:55,025 - mmaction - INFO - Epoch [109][1840/2147] lr: 1.243e-01, eta: 6 days, 2:11:37, time: 1.742, data_time: 0.010, memory: 16628, top1_acc: 0.3830, top5_acc: 0.6362, loss_cls: 2.8203, loss: 2.8203, grad_norm: 1.9074 2021-01-23 09:12:25,979 - mmaction - INFO - Epoch [109][1860/2147] lr: 1.243e-01, eta: 6 days, 2:11:01, time: 1.553, data_time: 0.014, memory: 16628, top1_acc: 0.3625, top5_acc: 0.6170, loss_cls: 2.9112, loss: 2.9112, grad_norm: 1.9503 2021-01-23 09:12:58,062 - mmaction - INFO - Epoch [109][1880/2147] lr: 1.243e-01, eta: 6 days, 2:10:26, time: 1.597, data_time: 0.007, memory: 16628, top1_acc: 0.3629, top5_acc: 0.6103, loss_cls: 2.9077, loss: 2.9077, grad_norm: 1.9493 2021-01-23 09:13:28,042 - mmaction - INFO - Epoch [109][1900/2147] lr: 1.243e-01, eta: 6 days, 2:09:48, time: 1.506, data_time: 0.015, memory: 16628, top1_acc: 0.3451, top5_acc: 0.6152, loss_cls: 2.9143, loss: 2.9143, grad_norm: 1.9856 2021-01-23 09:13:58,653 - mmaction - INFO - Epoch [109][1920/2147] lr: 1.243e-01, eta: 6 days, 2:09:11, time: 1.531, data_time: 0.006, memory: 16628, top1_acc: 0.3580, top5_acc: 0.6188, loss_cls: 2.8913, loss: 2.8913, grad_norm: 1.9279 2021-01-23 09:14:27,272 - mmaction - INFO - Epoch [109][1940/2147] lr: 1.243e-01, eta: 6 days, 2:08:31, time: 1.428, data_time: 0.003, memory: 16628, top1_acc: 0.3687, top5_acc: 0.6085, loss_cls: 2.9115, loss: 2.9115, grad_norm: 1.9043 2021-01-23 09:15:01,708 - mmaction - INFO - Epoch [109][1960/2147] lr: 1.243e-01, eta: 6 days, 2:07:59, time: 1.723, data_time: 0.004, memory: 16628, top1_acc: 0.3603, top5_acc: 0.6112, loss_cls: 2.9232, loss: 2.9232, grad_norm: 1.9657 2021-01-23 09:15:34,184 - mmaction - INFO - Epoch [109][1980/2147] lr: 1.243e-01, eta: 6 days, 2:07:25, time: 1.613, data_time: 0.005, memory: 16628, top1_acc: 0.3679, top5_acc: 0.6129, loss_cls: 2.8992, loss: 2.8992, grad_norm: 1.9442 2021-01-23 09:16:05,900 - mmaction - INFO - Epoch [109][2000/2147] lr: 1.243e-01, eta: 6 days, 2:06:50, time: 1.598, data_time: 0.022, memory: 16628, top1_acc: 0.3509, top5_acc: 0.6022, loss_cls: 2.9808, loss: 2.9808, grad_norm: 1.9345 2021-01-23 09:16:39,215 - mmaction - INFO - Epoch [109][2020/2147] lr: 1.243e-01, eta: 6 days, 2:06:16, time: 1.660, data_time: 0.126, memory: 16628, top1_acc: 0.3598, top5_acc: 0.6036, loss_cls: 2.9356, loss: 2.9356, grad_norm: 1.9825 2021-01-23 09:17:09,172 - mmaction - INFO - Epoch [109][2040/2147] lr: 1.243e-01, eta: 6 days, 2:05:38, time: 1.497, data_time: 0.010, memory: 16628, top1_acc: 0.3603, top5_acc: 0.6045, loss_cls: 2.9349, loss: 2.9349, grad_norm: 1.9552 2021-01-23 09:17:42,704 - mmaction - INFO - Epoch [109][2060/2147] lr: 1.243e-01, eta: 6 days, 2:05:05, time: 1.679, data_time: 0.016, memory: 16628, top1_acc: 0.3612, top5_acc: 0.6152, loss_cls: 2.8985, loss: 2.8985, grad_norm: 1.9154 2021-01-23 09:18:12,269 - mmaction - INFO - Epoch [109][2080/2147] lr: 1.243e-01, eta: 6 days, 2:04:27, time: 1.482, data_time: 0.012, memory: 16628, top1_acc: 0.3701, top5_acc: 0.6246, loss_cls: 2.8784, loss: 2.8784, grad_norm: 1.9123 2021-01-23 09:18:41,321 - mmaction - INFO - Epoch [109][2100/2147] lr: 1.243e-01, eta: 6 days, 2:03:48, time: 1.454, data_time: 0.002, memory: 16628, top1_acc: 0.3625, top5_acc: 0.6272, loss_cls: 2.8365, loss: 2.8365, grad_norm: 1.9598 2021-01-23 09:19:10,172 - mmaction - INFO - Epoch [109][2120/2147] lr: 1.243e-01, eta: 6 days, 2:03:09, time: 1.441, data_time: 0.003, memory: 16628, top1_acc: 0.3674, top5_acc: 0.6027, loss_cls: 2.9094, loss: 2.9094, grad_norm: 2.0092 2021-01-23 09:19:39,835 - mmaction - INFO - Epoch [109][2140/2147] lr: 1.243e-01, eta: 6 days, 2:02:30, time: 1.479, data_time: 0.005, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6308, loss_cls: 2.8622, loss: 2.8622, grad_norm: 1.9855 2021-01-23 09:24:40,549 - mmaction - INFO - Epoch [110][20/2147] lr: 1.231e-01, eta: 6 days, 2:06:56, time: 13.785, data_time: 12.159, memory: 16628, top1_acc: 0.3808, top5_acc: 0.6299, loss_cls: 2.8173, loss: 2.8173, grad_norm: 1.9308 2021-01-23 09:25:10,602 - mmaction - INFO - Epoch [110][40/2147] lr: 1.231e-01, eta: 6 days, 2:06:19, time: 1.505, data_time: 0.015, memory: 16628, top1_acc: 0.3696, top5_acc: 0.6219, loss_cls: 2.8552, loss: 2.8552, grad_norm: 1.9417 2021-01-23 09:25:39,234 - mmaction - INFO - Epoch [110][60/2147] lr: 1.231e-01, eta: 6 days, 2:05:39, time: 1.430, data_time: 0.004, memory: 16628, top1_acc: 0.3812, top5_acc: 0.6317, loss_cls: 2.7911, loss: 2.7911, grad_norm: 1.9633 2021-01-23 09:26:08,071 - mmaction - INFO - Epoch [110][80/2147] lr: 1.231e-01, eta: 6 days, 2:05:00, time: 1.442, data_time: 0.012, memory: 16628, top1_acc: 0.3701, top5_acc: 0.6156, loss_cls: 2.8834, loss: 2.8834, grad_norm: 1.9871 2021-01-23 09:26:37,379 - mmaction - INFO - Epoch [110][100/2147] lr: 1.231e-01, eta: 6 days, 2:04:21, time: 1.467, data_time: 0.005, memory: 16628, top1_acc: 0.3571, top5_acc: 0.6040, loss_cls: 2.9111, loss: 2.9111, grad_norm: 1.9601 2021-01-23 09:27:10,381 - mmaction - INFO - Epoch [110][120/2147] lr: 1.231e-01, eta: 6 days, 2:03:47, time: 1.643, data_time: 0.006, memory: 16628, top1_acc: 0.3804, top5_acc: 0.6196, loss_cls: 2.8368, loss: 2.8368, grad_norm: 1.9477 2021-01-23 09:27:42,222 - mmaction - INFO - Epoch [110][140/2147] lr: 1.231e-01, eta: 6 days, 2:03:12, time: 1.593, data_time: 0.012, memory: 16628, top1_acc: 0.3763, top5_acc: 0.6250, loss_cls: 2.8283, loss: 2.8283, grad_norm: 1.9019 2021-01-23 09:28:11,927 - mmaction - INFO - Epoch [110][160/2147] lr: 1.231e-01, eta: 6 days, 2:02:33, time: 1.490, data_time: 0.009, memory: 16628, top1_acc: 0.3768, top5_acc: 0.6295, loss_cls: 2.7965, loss: 2.7965, grad_norm: 1.9788 2021-01-23 09:28:41,487 - mmaction - INFO - Epoch [110][180/2147] lr: 1.231e-01, eta: 6 days, 2:01:55, time: 1.477, data_time: 0.014, memory: 16628, top1_acc: 0.3567, top5_acc: 0.6246, loss_cls: 2.8619, loss: 2.8619, grad_norm: 1.9366 2021-01-23 09:29:10,723 - mmaction - INFO - Epoch [110][200/2147] lr: 1.231e-01, eta: 6 days, 2:01:16, time: 1.464, data_time: 0.007, memory: 16628, top1_acc: 0.3714, top5_acc: 0.6147, loss_cls: 2.8981, loss: 2.8981, grad_norm: 1.9549 2021-01-23 09:29:39,465 - mmaction - INFO - Epoch [110][220/2147] lr: 1.231e-01, eta: 6 days, 2:00:37, time: 1.437, data_time: 0.002, memory: 16628, top1_acc: 0.3679, top5_acc: 0.6348, loss_cls: 2.8413, loss: 2.8413, grad_norm: 1.9536 2021-01-23 09:30:15,207 - mmaction - INFO - Epoch [110][240/2147] lr: 1.231e-01, eta: 6 days, 2:00:07, time: 1.785, data_time: 0.003, memory: 16628, top1_acc: 0.3763, top5_acc: 0.6335, loss_cls: 2.7684, loss: 2.7684, grad_norm: 1.9801 2021-01-23 09:30:47,186 - mmaction - INFO - Epoch [110][260/2147] lr: 1.231e-01, eta: 6 days, 1:59:31, time: 1.598, data_time: 0.010, memory: 16628, top1_acc: 0.3643, top5_acc: 0.6326, loss_cls: 2.8108, loss: 2.8108, grad_norm: 1.9692 2021-01-23 09:31:15,927 - mmaction - INFO - Epoch [110][280/2147] lr: 1.231e-01, eta: 6 days, 1:58:52, time: 1.437, data_time: 0.004, memory: 16628, top1_acc: 0.3661, top5_acc: 0.6080, loss_cls: 2.8819, loss: 2.8819, grad_norm: 1.9481 2021-01-23 09:31:48,175 - mmaction - INFO - Epoch [110][300/2147] lr: 1.231e-01, eta: 6 days, 1:58:17, time: 1.615, data_time: 0.014, memory: 16628, top1_acc: 0.3661, top5_acc: 0.6277, loss_cls: 2.8554, loss: 2.8554, grad_norm: 1.9846 2021-01-23 09:32:17,669 - mmaction - INFO - Epoch [110][320/2147] lr: 1.231e-01, eta: 6 days, 1:57:39, time: 1.472, data_time: 0.003, memory: 16628, top1_acc: 0.3732, top5_acc: 0.6219, loss_cls: 2.8651, loss: 2.8651, grad_norm: 1.9693 2021-01-23 09:32:47,786 - mmaction - INFO - Epoch [110][340/2147] lr: 1.231e-01, eta: 6 days, 1:57:01, time: 1.509, data_time: 0.006, memory: 16628, top1_acc: 0.3732, top5_acc: 0.6183, loss_cls: 2.8781, loss: 2.8781, grad_norm: 1.9077 2021-01-23 09:33:17,738 - mmaction - INFO - Epoch [110][360/2147] lr: 1.231e-01, eta: 6 days, 1:56:23, time: 1.498, data_time: 0.006, memory: 16628, top1_acc: 0.3442, top5_acc: 0.6116, loss_cls: 2.9186, loss: 2.9186, grad_norm: 1.9502 2021-01-23 09:33:49,257 - mmaction - INFO - Epoch [110][380/2147] lr: 1.231e-01, eta: 6 days, 1:55:47, time: 1.574, data_time: 0.002, memory: 16628, top1_acc: 0.3781, top5_acc: 0.6286, loss_cls: 2.8050, loss: 2.8050, grad_norm: 1.8873 2021-01-23 09:34:18,626 - mmaction - INFO - Epoch [110][400/2147] lr: 1.231e-01, eta: 6 days, 1:55:09, time: 1.467, data_time: 0.004, memory: 16628, top1_acc: 0.3812, top5_acc: 0.6246, loss_cls: 2.8064, loss: 2.8064, grad_norm: 1.9199 2021-01-23 09:34:51,033 - mmaction - INFO - Epoch [110][420/2147] lr: 1.231e-01, eta: 6 days, 1:54:34, time: 1.606, data_time: 0.009, memory: 16628, top1_acc: 0.3768, top5_acc: 0.6268, loss_cls: 2.7760, loss: 2.7760, grad_norm: 1.9575 2021-01-23 09:35:19,921 - mmaction - INFO - Epoch [110][440/2147] lr: 1.231e-01, eta: 6 days, 1:53:55, time: 1.455, data_time: 0.025, memory: 16628, top1_acc: 0.3549, top5_acc: 0.6147, loss_cls: 2.8900, loss: 2.8900, grad_norm: 1.9764 2021-01-23 09:35:50,289 - mmaction - INFO - Epoch [110][460/2147] lr: 1.231e-01, eta: 6 days, 1:53:17, time: 1.515, data_time: 0.017, memory: 16628, top1_acc: 0.3612, top5_acc: 0.6112, loss_cls: 2.8905, loss: 2.8905, grad_norm: 1.9922 2021-01-23 09:36:18,987 - mmaction - INFO - Epoch [110][480/2147] lr: 1.231e-01, eta: 6 days, 1:52:38, time: 1.445, data_time: 0.017, memory: 16628, top1_acc: 0.3491, top5_acc: 0.6125, loss_cls: 2.9157, loss: 2.9157, grad_norm: 1.9419 2021-01-23 09:37:00,365 - mmaction - INFO - Epoch [110][500/2147] lr: 1.231e-01, eta: 6 days, 1:52:15, time: 2.068, data_time: 0.005, memory: 16628, top1_acc: 0.3607, top5_acc: 0.6125, loss_cls: 2.8567, loss: 2.8567, grad_norm: 1.9166 2021-01-23 09:37:29,236 - mmaction - INFO - Epoch [110][520/2147] lr: 1.231e-01, eta: 6 days, 1:51:36, time: 1.440, data_time: 0.003, memory: 16628, top1_acc: 0.3580, top5_acc: 0.6254, loss_cls: 2.8858, loss: 2.8858, grad_norm: 2.0098 2021-01-23 09:38:00,333 - mmaction - INFO - Epoch [110][540/2147] lr: 1.231e-01, eta: 6 days, 1:51:00, time: 1.560, data_time: 0.010, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6312, loss_cls: 2.8083, loss: 2.8083, grad_norm: 1.9465 2021-01-23 09:38:30,436 - mmaction - INFO - Epoch [110][560/2147] lr: 1.231e-01, eta: 6 days, 1:50:22, time: 1.504, data_time: 0.003, memory: 16628, top1_acc: 0.3714, top5_acc: 0.6219, loss_cls: 2.8139, loss: 2.8139, grad_norm: 1.9573 2021-01-23 09:38:59,363 - mmaction - INFO - Epoch [110][580/2147] lr: 1.231e-01, eta: 6 days, 1:49:43, time: 1.446, data_time: 0.016, memory: 16628, top1_acc: 0.3835, top5_acc: 0.6304, loss_cls: 2.7870, loss: 2.7870, grad_norm: 1.9961 2021-01-23 09:39:29,840 - mmaction - INFO - Epoch [110][600/2147] lr: 1.231e-01, eta: 6 days, 1:49:06, time: 1.522, data_time: 0.006, memory: 16628, top1_acc: 0.3531, top5_acc: 0.6196, loss_cls: 2.8697, loss: 2.8697, grad_norm: 2.0361 2021-01-23 09:39:59,266 - mmaction - INFO - Epoch [110][620/2147] lr: 1.231e-01, eta: 6 days, 1:48:27, time: 1.474, data_time: 0.019, memory: 16628, top1_acc: 0.3701, top5_acc: 0.6246, loss_cls: 2.8392, loss: 2.8392, grad_norm: 1.9484 2021-01-23 09:40:32,630 - mmaction - INFO - Epoch [110][640/2147] lr: 1.231e-01, eta: 6 days, 1:47:54, time: 1.667, data_time: 0.004, memory: 16628, top1_acc: 0.3621, top5_acc: 0.6228, loss_cls: 2.8997, loss: 2.8997, grad_norm: 1.9633 2021-01-23 09:41:01,920 - mmaction - INFO - Epoch [110][660/2147] lr: 1.231e-01, eta: 6 days, 1:47:15, time: 1.463, data_time: 0.006, memory: 16628, top1_acc: 0.3688, top5_acc: 0.6179, loss_cls: 2.8979, loss: 2.8979, grad_norm: 1.9760 2021-01-23 09:41:30,580 - mmaction - INFO - Epoch [110][680/2147] lr: 1.231e-01, eta: 6 days, 1:46:36, time: 1.436, data_time: 0.007, memory: 16628, top1_acc: 0.3795, top5_acc: 0.6290, loss_cls: 2.8029, loss: 2.8029, grad_norm: 1.9873 2021-01-23 09:42:07,812 - mmaction - INFO - Epoch [110][700/2147] lr: 1.231e-01, eta: 6 days, 1:46:07, time: 1.855, data_time: 0.009, memory: 16628, top1_acc: 0.3576, top5_acc: 0.6089, loss_cls: 2.9392, loss: 2.9392, grad_norm: 1.9908 2021-01-23 09:42:38,407 - mmaction - INFO - Epoch [110][720/2147] lr: 1.231e-01, eta: 6 days, 1:45:30, time: 1.535, data_time: 0.010, memory: 16628, top1_acc: 0.3522, top5_acc: 0.6156, loss_cls: 2.8981, loss: 2.8981, grad_norm: 2.0399 2021-01-23 09:43:08,814 - mmaction - INFO - Epoch [110][740/2147] lr: 1.231e-01, eta: 6 days, 1:44:53, time: 1.519, data_time: 0.006, memory: 16628, top1_acc: 0.3496, top5_acc: 0.6071, loss_cls: 2.9122, loss: 2.9122, grad_norm: 1.9703 2021-01-23 09:43:42,351 - mmaction - INFO - Epoch [110][760/2147] lr: 1.231e-01, eta: 6 days, 1:44:20, time: 1.672, data_time: 0.006, memory: 16628, top1_acc: 0.3643, top5_acc: 0.6152, loss_cls: 2.8808, loss: 2.8808, grad_norm: 1.9294 2021-01-23 09:44:11,469 - mmaction - INFO - Epoch [110][780/2147] lr: 1.231e-01, eta: 6 days, 1:43:41, time: 1.463, data_time: 0.013, memory: 16628, top1_acc: 0.3795, top5_acc: 0.6214, loss_cls: 2.8404, loss: 2.8404, grad_norm: 1.9529 2021-01-23 09:44:40,241 - mmaction - INFO - Epoch [110][800/2147] lr: 1.231e-01, eta: 6 days, 1:43:02, time: 1.438, data_time: 0.002, memory: 16628, top1_acc: 0.3643, top5_acc: 0.6179, loss_cls: 2.8716, loss: 2.8716, grad_norm: 1.9632 2021-01-23 09:45:11,693 - mmaction - INFO - Epoch [110][820/2147] lr: 1.231e-01, eta: 6 days, 1:42:26, time: 1.567, data_time: 0.004, memory: 16628, top1_acc: 0.3509, top5_acc: 0.6232, loss_cls: 2.8727, loss: 2.8727, grad_norm: 1.9698 2021-01-23 09:45:42,972 - mmaction - INFO - Epoch [110][840/2147] lr: 1.231e-01, eta: 6 days, 1:41:50, time: 1.569, data_time: 0.009, memory: 16628, top1_acc: 0.3696, top5_acc: 0.6116, loss_cls: 2.9123, loss: 2.9123, grad_norm: 1.9721 2021-01-23 09:46:13,020 - mmaction - INFO - Epoch [110][860/2147] lr: 1.231e-01, eta: 6 days, 1:41:12, time: 1.494, data_time: 0.003, memory: 16628, top1_acc: 0.3656, top5_acc: 0.6268, loss_cls: 2.8813, loss: 2.8813, grad_norm: 2.0165 2021-01-23 09:46:41,627 - mmaction - INFO - Epoch [110][880/2147] lr: 1.231e-01, eta: 6 days, 1:40:32, time: 1.439, data_time: 0.012, memory: 16628, top1_acc: 0.3545, top5_acc: 0.6143, loss_cls: 2.9117, loss: 2.9117, grad_norm: 1.9445 2021-01-23 09:47:13,775 - mmaction - INFO - Epoch [110][900/2147] lr: 1.231e-01, eta: 6 days, 1:39:58, time: 1.608, data_time: 0.047, memory: 16628, top1_acc: 0.3634, top5_acc: 0.6210, loss_cls: 2.8675, loss: 2.8675, grad_norm: 2.0089 2021-01-23 09:47:44,137 - mmaction - INFO - Epoch [110][920/2147] lr: 1.231e-01, eta: 6 days, 1:39:20, time: 1.518, data_time: 0.013, memory: 16628, top1_acc: 0.3871, top5_acc: 0.6335, loss_cls: 2.7926, loss: 2.7926, grad_norm: 1.9693 2021-01-23 09:48:13,340 - mmaction - INFO - Epoch [110][940/2147] lr: 1.231e-01, eta: 6 days, 1:38:41, time: 1.459, data_time: 0.005, memory: 16628, top1_acc: 0.3567, top5_acc: 0.6143, loss_cls: 2.9122, loss: 2.9122, grad_norm: 1.9721 2021-01-23 09:48:42,492 - mmaction - INFO - Epoch [110][960/2147] lr: 1.231e-01, eta: 6 days, 1:38:03, time: 1.459, data_time: 0.009, memory: 16628, top1_acc: 0.3857, top5_acc: 0.6366, loss_cls: 2.7720, loss: 2.7720, grad_norm: 1.9553 2021-01-23 09:49:16,142 - mmaction - INFO - Epoch [110][980/2147] lr: 1.231e-01, eta: 6 days, 1:37:30, time: 1.681, data_time: 0.004, memory: 16628, top1_acc: 0.3571, top5_acc: 0.5973, loss_cls: 2.9282, loss: 2.9282, grad_norm: 2.0034 2021-01-23 09:49:46,545 - mmaction - INFO - Epoch [110][1000/2147] lr: 1.231e-01, eta: 6 days, 1:36:52, time: 1.523, data_time: 0.007, memory: 16628, top1_acc: 0.3768, top5_acc: 0.6308, loss_cls: 2.7990, loss: 2.7990, grad_norm: 1.9439 2021-01-23 09:50:15,458 - mmaction - INFO - Epoch [110][1020/2147] lr: 1.231e-01, eta: 6 days, 1:36:13, time: 1.445, data_time: 0.003, memory: 16628, top1_acc: 0.3683, top5_acc: 0.6317, loss_cls: 2.8559, loss: 2.8559, grad_norm: 1.9410 2021-01-23 09:50:44,208 - mmaction - INFO - Epoch [110][1040/2147] lr: 1.231e-01, eta: 6 days, 1:35:34, time: 1.437, data_time: 0.010, memory: 16628, top1_acc: 0.3607, top5_acc: 0.6174, loss_cls: 2.8861, loss: 2.8861, grad_norm: 1.9159 2021-01-23 09:51:14,081 - mmaction - INFO - Epoch [110][1060/2147] lr: 1.231e-01, eta: 6 days, 1:34:56, time: 1.492, data_time: 0.005, memory: 16628, top1_acc: 0.3585, top5_acc: 0.6223, loss_cls: 2.8665, loss: 2.8665, grad_norm: 1.9428 2021-01-23 09:51:50,870 - mmaction - INFO - Epoch [110][1080/2147] lr: 1.231e-01, eta: 6 days, 1:34:27, time: 1.841, data_time: 0.005, memory: 16628, top1_acc: 0.3580, top5_acc: 0.6174, loss_cls: 2.8940, loss: 2.8940, grad_norm: 2.0115 2021-01-23 09:52:22,711 - mmaction - INFO - Epoch [110][1100/2147] lr: 1.231e-01, eta: 6 days, 1:33:52, time: 1.589, data_time: 0.006, memory: 16628, top1_acc: 0.3451, top5_acc: 0.6004, loss_cls: 2.9692, loss: 2.9692, grad_norm: 1.9759 2021-01-23 09:52:53,156 - mmaction - INFO - Epoch [110][1120/2147] lr: 1.231e-01, eta: 6 days, 1:33:15, time: 1.525, data_time: 0.008, memory: 16628, top1_acc: 0.3509, top5_acc: 0.6000, loss_cls: 2.9539, loss: 2.9539, grad_norm: 1.9342 2021-01-23 09:53:23,738 - mmaction - INFO - Epoch [110][1140/2147] lr: 1.231e-01, eta: 6 days, 1:32:38, time: 1.530, data_time: 0.006, memory: 16628, top1_acc: 0.3728, top5_acc: 0.6085, loss_cls: 2.8832, loss: 2.8832, grad_norm: 1.9263 2021-01-23 09:53:53,286 - mmaction - INFO - Epoch [110][1160/2147] lr: 1.231e-01, eta: 6 days, 1:31:59, time: 1.479, data_time: 0.003, memory: 16628, top1_acc: 0.3545, top5_acc: 0.6112, loss_cls: 2.9149, loss: 2.9149, grad_norm: 1.9968 2021-01-23 09:54:23,281 - mmaction - INFO - Epoch [110][1180/2147] lr: 1.231e-01, eta: 6 days, 1:31:21, time: 1.491, data_time: 0.002, memory: 16628, top1_acc: 0.3513, top5_acc: 0.6036, loss_cls: 2.9606, loss: 2.9606, grad_norm: 1.9829 2021-01-23 09:54:55,147 - mmaction - INFO - Epoch [110][1200/2147] lr: 1.231e-01, eta: 6 days, 1:30:46, time: 1.600, data_time: 0.013, memory: 16628, top1_acc: 0.3536, top5_acc: 0.6415, loss_cls: 2.8190, loss: 2.8190, grad_norm: 1.9621 2021-01-23 09:55:26,274 - mmaction - INFO - Epoch [110][1220/2147] lr: 1.231e-01, eta: 6 days, 1:30:10, time: 1.553, data_time: 0.008, memory: 16628, top1_acc: 0.3603, top5_acc: 0.6138, loss_cls: 2.8794, loss: 2.8794, grad_norm: 2.0003 2021-01-23 09:55:56,352 - mmaction - INFO - Epoch [110][1240/2147] lr: 1.231e-01, eta: 6 days, 1:29:32, time: 1.508, data_time: 0.013, memory: 16628, top1_acc: 0.3701, top5_acc: 0.6295, loss_cls: 2.8654, loss: 2.8654, grad_norm: 1.9733 2021-01-23 09:56:25,351 - mmaction - INFO - Epoch [110][1260/2147] lr: 1.231e-01, eta: 6 days, 1:28:53, time: 1.451, data_time: 0.008, memory: 16628, top1_acc: 0.3746, top5_acc: 0.6402, loss_cls: 2.8133, loss: 2.8133, grad_norm: 1.9288 2021-01-23 09:57:07,398 - mmaction - INFO - Epoch [110][1280/2147] lr: 1.231e-01, eta: 6 days, 1:28:31, time: 2.092, data_time: 0.003, memory: 16628, top1_acc: 0.3634, top5_acc: 0.6049, loss_cls: 2.9391, loss: 2.9391, grad_norm: 1.9920 2021-01-23 09:57:36,500 - mmaction - INFO - Epoch [110][1300/2147] lr: 1.231e-01, eta: 6 days, 1:27:52, time: 1.461, data_time: 0.016, memory: 16628, top1_acc: 0.3420, top5_acc: 0.6022, loss_cls: 2.9743, loss: 2.9743, grad_norm: 1.9509 2021-01-23 09:58:08,658 - mmaction - INFO - Epoch [110][1320/2147] lr: 1.231e-01, eta: 6 days, 1:27:18, time: 1.607, data_time: 0.006, memory: 16628, top1_acc: 0.3728, top5_acc: 0.6232, loss_cls: 2.8570, loss: 2.8570, grad_norm: 2.0128 2021-01-23 09:58:38,554 - mmaction - INFO - Epoch [110][1340/2147] lr: 1.231e-01, eta: 6 days, 1:26:40, time: 1.495, data_time: 0.007, memory: 16628, top1_acc: 0.3562, top5_acc: 0.6062, loss_cls: 2.9050, loss: 2.9050, grad_norm: 1.9400 2021-01-23 09:59:07,934 - mmaction - INFO - Epoch [110][1360/2147] lr: 1.231e-01, eta: 6 days, 1:26:01, time: 1.470, data_time: 0.009, memory: 16628, top1_acc: 0.3634, top5_acc: 0.5982, loss_cls: 2.9328, loss: 2.9328, grad_norm: 1.9604 2021-01-23 09:59:42,243 - mmaction - INFO - Epoch [110][1380/2147] lr: 1.231e-01, eta: 6 days, 1:25:29, time: 1.713, data_time: 0.007, memory: 16628, top1_acc: 0.3607, top5_acc: 0.6152, loss_cls: 2.9172, loss: 2.9172, grad_norm: 1.9786 2021-01-23 10:00:15,221 - mmaction - INFO - Epoch [110][1400/2147] lr: 1.231e-01, eta: 6 days, 1:24:55, time: 1.650, data_time: 0.014, memory: 16628, top1_acc: 0.3625, top5_acc: 0.6263, loss_cls: 2.8569, loss: 2.8569, grad_norm: 1.9374 2021-01-23 10:00:44,809 - mmaction - INFO - Epoch [110][1420/2147] lr: 1.231e-01, eta: 6 days, 1:24:16, time: 1.460, data_time: 0.011, memory: 16628, top1_acc: 0.3571, top5_acc: 0.6161, loss_cls: 2.8801, loss: 2.8801, grad_norm: 1.9252 2021-01-23 10:01:15,219 - mmaction - INFO - Epoch [110][1440/2147] lr: 1.231e-01, eta: 6 days, 1:23:40, time: 1.544, data_time: 0.025, memory: 16628, top1_acc: 0.3451, top5_acc: 0.6112, loss_cls: 2.9145, loss: 2.9145, grad_norm: 1.9457 2021-01-23 10:01:46,520 - mmaction - INFO - Epoch [110][1460/2147] lr: 1.231e-01, eta: 6 days, 1:23:04, time: 1.559, data_time: 0.007, memory: 16628, top1_acc: 0.3656, top5_acc: 0.6121, loss_cls: 2.8891, loss: 2.8891, grad_norm: 1.9234 2021-01-23 10:02:20,429 - mmaction - INFO - Epoch [110][1480/2147] lr: 1.231e-01, eta: 6 days, 1:22:31, time: 1.695, data_time: 0.043, memory: 16628, top1_acc: 0.3522, top5_acc: 0.6277, loss_cls: 2.8751, loss: 2.8751, grad_norm: 1.9316 2021-01-23 10:02:51,215 - mmaction - INFO - Epoch [110][1500/2147] lr: 1.231e-01, eta: 6 days, 1:21:55, time: 1.547, data_time: 0.016, memory: 16628, top1_acc: 0.3790, top5_acc: 0.6290, loss_cls: 2.8281, loss: 2.8281, grad_norm: 1.9126 2021-01-23 10:03:20,092 - mmaction - INFO - Epoch [110][1520/2147] lr: 1.231e-01, eta: 6 days, 1:21:15, time: 1.439, data_time: 0.004, memory: 16628, top1_acc: 0.3799, top5_acc: 0.6344, loss_cls: 2.7918, loss: 2.7918, grad_norm: 1.9464 2021-01-23 10:03:50,969 - mmaction - INFO - Epoch [110][1540/2147] lr: 1.231e-01, eta: 6 days, 1:20:39, time: 1.546, data_time: 0.007, memory: 16628, top1_acc: 0.3625, top5_acc: 0.6188, loss_cls: 2.8674, loss: 2.8674, grad_norm: 1.9895 2021-01-23 10:04:24,623 - mmaction - INFO - Epoch [110][1560/2147] lr: 1.231e-01, eta: 6 days, 1:20:06, time: 1.680, data_time: 0.006, memory: 16628, top1_acc: 0.3567, top5_acc: 0.5960, loss_cls: 2.9750, loss: 2.9750, grad_norm: 1.9835 2021-01-23 10:04:54,892 - mmaction - INFO - Epoch [110][1580/2147] lr: 1.231e-01, eta: 6 days, 1:19:29, time: 1.517, data_time: 0.013, memory: 16628, top1_acc: 0.3692, top5_acc: 0.6134, loss_cls: 2.8904, loss: 2.8904, grad_norm: 1.9267 2021-01-23 10:05:25,138 - mmaction - INFO - Epoch [110][1600/2147] lr: 1.231e-01, eta: 6 days, 1:18:51, time: 1.512, data_time: 0.005, memory: 16628, top1_acc: 0.3728, top5_acc: 0.6161, loss_cls: 2.8435, loss: 2.8435, grad_norm: 1.9888 2021-01-23 10:05:54,769 - mmaction - INFO - Epoch [110][1620/2147] lr: 1.231e-01, eta: 6 days, 1:18:13, time: 1.481, data_time: 0.005, memory: 16628, top1_acc: 0.3562, top5_acc: 0.6129, loss_cls: 2.9401, loss: 2.9401, grad_norm: 1.9583 2021-01-23 10:06:24,010 - mmaction - INFO - Epoch [110][1640/2147] lr: 1.231e-01, eta: 6 days, 1:17:34, time: 1.463, data_time: 0.010, memory: 16628, top1_acc: 0.3634, top5_acc: 0.6179, loss_cls: 2.8831, loss: 2.8831, grad_norm: 1.9537 2021-01-23 10:06:56,341 - mmaction - INFO - Epoch [110][1660/2147] lr: 1.231e-01, eta: 6 days, 1:16:59, time: 1.616, data_time: 0.005, memory: 16628, top1_acc: 0.3652, top5_acc: 0.6326, loss_cls: 2.8529, loss: 2.8529, grad_norm: 2.0017 2021-01-23 10:07:25,723 - mmaction - INFO - Epoch [110][1680/2147] lr: 1.231e-01, eta: 6 days, 1:16:21, time: 1.467, data_time: 0.004, memory: 16628, top1_acc: 0.3598, top5_acc: 0.6013, loss_cls: 2.9896, loss: 2.9896, grad_norm: 2.0558 2021-01-23 10:07:56,624 - mmaction - INFO - Epoch [110][1700/2147] lr: 1.231e-01, eta: 6 days, 1:15:44, time: 1.549, data_time: 0.019, memory: 16628, top1_acc: 0.3607, top5_acc: 0.6058, loss_cls: 2.9418, loss: 2.9418, grad_norm: 1.9504 2021-01-23 10:08:27,282 - mmaction - INFO - Epoch [110][1720/2147] lr: 1.231e-01, eta: 6 days, 1:15:07, time: 1.528, data_time: 0.002, memory: 16628, top1_acc: 0.3603, top5_acc: 0.6040, loss_cls: 2.9651, loss: 2.9651, grad_norm: 1.9509 2021-01-23 10:08:58,470 - mmaction - INFO - Epoch [110][1740/2147] lr: 1.231e-01, eta: 6 days, 1:14:31, time: 1.562, data_time: 0.008, memory: 16628, top1_acc: 0.3603, top5_acc: 0.6299, loss_cls: 2.8690, loss: 2.8690, grad_norm: 1.9191 2021-01-23 10:09:30,205 - mmaction - INFO - Epoch [110][1760/2147] lr: 1.231e-01, eta: 6 days, 1:13:56, time: 1.586, data_time: 0.006, memory: 16628, top1_acc: 0.3487, top5_acc: 0.5911, loss_cls: 3.0022, loss: 3.0022, grad_norm: 1.9548 2021-01-23 10:09:59,291 - mmaction - INFO - Epoch [110][1780/2147] lr: 1.231e-01, eta: 6 days, 1:13:17, time: 1.452, data_time: 0.005, memory: 16628, top1_acc: 0.3482, top5_acc: 0.5924, loss_cls: 2.9842, loss: 2.9842, grad_norm: 1.9247 2021-01-23 10:10:28,232 - mmaction - INFO - Epoch [110][1800/2147] lr: 1.231e-01, eta: 6 days, 1:12:38, time: 1.450, data_time: 0.012, memory: 16628, top1_acc: 0.3647, top5_acc: 0.6219, loss_cls: 2.8403, loss: 2.8403, grad_norm: 1.9581 2021-01-23 10:10:58,616 - mmaction - INFO - Epoch [110][1820/2147] lr: 1.231e-01, eta: 6 days, 1:12:01, time: 1.516, data_time: 0.007, memory: 16628, top1_acc: 0.3710, top5_acc: 0.6188, loss_cls: 2.8915, loss: 2.8915, grad_norm: 1.9555 2021-01-23 10:11:32,953 - mmaction - INFO - Epoch [110][1840/2147] lr: 1.231e-01, eta: 6 days, 1:11:29, time: 1.719, data_time: 0.013, memory: 16628, top1_acc: 0.3643, top5_acc: 0.6094, loss_cls: 2.8950, loss: 2.8950, grad_norm: 1.9443 2021-01-23 10:12:05,696 - mmaction - INFO - Epoch [110][1860/2147] lr: 1.231e-01, eta: 6 days, 1:10:55, time: 1.639, data_time: 0.024, memory: 16628, top1_acc: 0.3701, top5_acc: 0.6263, loss_cls: 2.8462, loss: 2.8462, grad_norm: 1.9347 2021-01-23 10:12:35,147 - mmaction - INFO - Epoch [110][1880/2147] lr: 1.231e-01, eta: 6 days, 1:10:16, time: 1.472, data_time: 0.004, memory: 16628, top1_acc: 0.3701, top5_acc: 0.6237, loss_cls: 2.8863, loss: 2.8863, grad_norm: 1.9430 2021-01-23 10:13:06,691 - mmaction - INFO - Epoch [110][1900/2147] lr: 1.231e-01, eta: 6 days, 1:09:40, time: 1.571, data_time: 0.004, memory: 16628, top1_acc: 0.3621, top5_acc: 0.6161, loss_cls: 2.8775, loss: 2.8775, grad_norm: 1.9324 2021-01-23 10:13:35,875 - mmaction - INFO - Epoch [110][1920/2147] lr: 1.231e-01, eta: 6 days, 1:09:02, time: 1.467, data_time: 0.013, memory: 16628, top1_acc: 0.3504, top5_acc: 0.5951, loss_cls: 2.9498, loss: 2.9498, grad_norm: 2.0099 2021-01-23 10:14:05,474 - mmaction - INFO - Epoch [110][1940/2147] lr: 1.231e-01, eta: 6 days, 1:08:23, time: 1.479, data_time: 0.003, memory: 16628, top1_acc: 0.3576, top5_acc: 0.6103, loss_cls: 2.9275, loss: 2.9275, grad_norm: 1.9886 2021-01-23 10:14:34,532 - mmaction - INFO - Epoch [110][1960/2147] lr: 1.231e-01, eta: 6 days, 1:07:44, time: 1.454, data_time: 0.005, memory: 16628, top1_acc: 0.3772, top5_acc: 0.6286, loss_cls: 2.8054, loss: 2.8054, grad_norm: 1.9311 2021-01-23 10:15:03,356 - mmaction - INFO - Epoch [110][1980/2147] lr: 1.231e-01, eta: 6 days, 1:07:05, time: 1.442, data_time: 0.006, memory: 16628, top1_acc: 0.3656, top5_acc: 0.6263, loss_cls: 2.8609, loss: 2.8609, grad_norm: 1.9942 2021-01-23 10:15:33,489 - mmaction - INFO - Epoch [110][2000/2147] lr: 1.231e-01, eta: 6 days, 1:06:28, time: 1.505, data_time: 0.002, memory: 16628, top1_acc: 0.3598, top5_acc: 0.6129, loss_cls: 2.9170, loss: 2.9170, grad_norm: 1.9799 2021-01-23 10:16:04,336 - mmaction - INFO - Epoch [110][2020/2147] lr: 1.231e-01, eta: 6 days, 1:05:51, time: 1.535, data_time: 0.004, memory: 16628, top1_acc: 0.3621, top5_acc: 0.6076, loss_cls: 2.9287, loss: 2.9287, grad_norm: 2.0103 2021-01-23 10:16:34,765 - mmaction - INFO - Epoch [110][2040/2147] lr: 1.231e-01, eta: 6 days, 1:05:12, time: 1.475, data_time: 0.012, memory: 16628, top1_acc: 0.3754, top5_acc: 0.6134, loss_cls: 2.8363, loss: 2.8363, grad_norm: 1.9078 2021-01-23 10:17:05,831 - mmaction - INFO - Epoch [110][2060/2147] lr: 1.231e-01, eta: 6 days, 1:04:38, time: 1.606, data_time: 0.067, memory: 16628, top1_acc: 0.3603, top5_acc: 0.6009, loss_cls: 2.9247, loss: 2.9247, grad_norm: 1.9504 2021-01-23 10:17:36,174 - mmaction - INFO - Epoch [110][2080/2147] lr: 1.231e-01, eta: 6 days, 1:04:00, time: 1.509, data_time: 0.004, memory: 16628, top1_acc: 0.3625, top5_acc: 0.6254, loss_cls: 2.8787, loss: 2.8787, grad_norm: 1.9727 2021-01-23 10:18:07,731 - mmaction - INFO - Epoch [110][2100/2147] lr: 1.231e-01, eta: 6 days, 1:03:24, time: 1.579, data_time: 0.015, memory: 16628, top1_acc: 0.3688, top5_acc: 0.6179, loss_cls: 2.8769, loss: 2.8769, grad_norm: 1.9602 2021-01-23 10:18:40,362 - mmaction - INFO - Epoch [110][2120/2147] lr: 1.231e-01, eta: 6 days, 1:02:50, time: 1.635, data_time: 0.016, memory: 16628, top1_acc: 0.3808, top5_acc: 0.6335, loss_cls: 2.7739, loss: 2.7739, grad_norm: 1.9308 2021-01-23 10:19:12,576 - mmaction - INFO - Epoch [110][2140/2147] lr: 1.231e-01, eta: 6 days, 1:02:16, time: 1.615, data_time: 0.007, memory: 16628, top1_acc: 0.3710, top5_acc: 0.6219, loss_cls: 2.8769, loss: 2.8769, grad_norm: 1.9801 2021-01-23 10:37:03,585 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-23 10:37:04,395 - mmaction - INFO - top1_acc 0.4266 top5_acc 0.6967 2021-01-23 10:37:04,396 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-23 10:37:04,461 - mmaction - INFO - mean_acc 0.4267 2021-01-23 10:37:04,464 - mmaction - INFO - Now best checkpoint is epoch_110.pth 2021-01-23 10:37:04,498 - mmaction - INFO - Epoch(val) [110][2147] top1_acc: 0.4266, top5_acc: 0.6967, mean_class_accuracy: 0.4267 2021-01-23 10:40:49,365 - mmaction - INFO - Epoch [111][20/2147] lr: 1.219e-01, eta: 6 days, 1:05:29, time: 11.237, data_time: 9.657, memory: 16628, top1_acc: 0.3616, top5_acc: 0.6219, loss_cls: 2.8661, loss: 2.8661, grad_norm: 1.9523 2021-01-23 10:41:18,085 - mmaction - INFO - Epoch [111][40/2147] lr: 1.219e-01, eta: 6 days, 1:04:50, time: 1.440, data_time: 0.007, memory: 16628, top1_acc: 0.3804, top5_acc: 0.6286, loss_cls: 2.8143, loss: 2.8143, grad_norm: 1.9134 2021-01-23 10:41:53,164 - mmaction - INFO - Epoch [111][60/2147] lr: 1.219e-01, eta: 6 days, 1:04:19, time: 1.753, data_time: 0.004, memory: 16628, top1_acc: 0.3728, top5_acc: 0.6071, loss_cls: 2.8767, loss: 2.8767, grad_norm: 2.0021 2021-01-23 10:42:24,392 - mmaction - INFO - Epoch [111][80/2147] lr: 1.219e-01, eta: 6 days, 1:03:43, time: 1.560, data_time: 0.004, memory: 16628, top1_acc: 0.3647, top5_acc: 0.6161, loss_cls: 2.8959, loss: 2.8959, grad_norm: 2.0003 2021-01-23 10:42:56,823 - mmaction - INFO - Epoch [111][100/2147] lr: 1.219e-01, eta: 6 days, 1:03:08, time: 1.623, data_time: 0.003, memory: 16628, top1_acc: 0.3674, top5_acc: 0.6295, loss_cls: 2.8259, loss: 2.8259, grad_norm: 1.9997 2021-01-23 10:43:27,113 - mmaction - INFO - Epoch [111][120/2147] lr: 1.219e-01, eta: 6 days, 1:02:31, time: 1.514, data_time: 0.003, memory: 16628, top1_acc: 0.3710, top5_acc: 0.6299, loss_cls: 2.8131, loss: 2.8131, grad_norm: 1.9963 2021-01-23 10:43:57,422 - mmaction - INFO - Epoch [111][140/2147] lr: 1.219e-01, eta: 6 days, 1:01:53, time: 1.513, data_time: 0.010, memory: 16628, top1_acc: 0.3598, top5_acc: 0.6147, loss_cls: 2.8473, loss: 2.8473, grad_norm: 1.9673 2021-01-23 10:44:27,723 - mmaction - INFO - Epoch [111][160/2147] lr: 1.219e-01, eta: 6 days, 1:01:16, time: 1.517, data_time: 0.005, memory: 16628, top1_acc: 0.3402, top5_acc: 0.6018, loss_cls: 2.9971, loss: 2.9971, grad_norm: 1.9869 2021-01-23 10:44:56,540 - mmaction - INFO - Epoch [111][180/2147] lr: 1.219e-01, eta: 6 days, 1:00:37, time: 1.440, data_time: 0.008, memory: 16628, top1_acc: 0.3714, top5_acc: 0.6375, loss_cls: 2.8122, loss: 2.8122, grad_norm: 1.9139 2021-01-23 10:45:26,191 - mmaction - INFO - Epoch [111][200/2147] lr: 1.219e-01, eta: 6 days, 0:59:59, time: 1.486, data_time: 0.005, memory: 16628, top1_acc: 0.3616, top5_acc: 0.6161, loss_cls: 2.8887, loss: 2.8887, grad_norm: 1.9906 2021-01-23 10:45:54,642 - mmaction - INFO - Epoch [111][220/2147] lr: 1.219e-01, eta: 6 days, 0:59:19, time: 1.422, data_time: 0.004, memory: 16628, top1_acc: 0.3536, top5_acc: 0.6223, loss_cls: 2.9362, loss: 2.9362, grad_norm: 1.9741 2021-01-23 10:46:24,054 - mmaction - INFO - Epoch [111][240/2147] lr: 1.219e-01, eta: 6 days, 0:58:40, time: 1.466, data_time: 0.002, memory: 16628, top1_acc: 0.3594, top5_acc: 0.6085, loss_cls: 2.9368, loss: 2.9368, grad_norm: 1.9370 2021-01-23 10:46:54,284 - mmaction - INFO - Epoch [111][260/2147] lr: 1.219e-01, eta: 6 days, 0:58:03, time: 1.514, data_time: 0.015, memory: 16628, top1_acc: 0.3656, top5_acc: 0.6353, loss_cls: 2.8154, loss: 2.8154, grad_norm: 1.9127 2021-01-23 10:47:22,909 - mmaction - INFO - Epoch [111][280/2147] lr: 1.219e-01, eta: 6 days, 0:57:23, time: 1.431, data_time: 0.011, memory: 16628, top1_acc: 0.3746, top5_acc: 0.6241, loss_cls: 2.8125, loss: 2.8125, grad_norm: 1.9400 2021-01-23 10:47:53,244 - mmaction - INFO - Epoch [111][300/2147] lr: 1.219e-01, eta: 6 days, 0:56:46, time: 1.516, data_time: 0.005, memory: 16628, top1_acc: 0.3674, top5_acc: 0.6147, loss_cls: 2.8717, loss: 2.8717, grad_norm: 1.9085 2021-01-23 10:48:22,510 - mmaction - INFO - Epoch [111][320/2147] lr: 1.219e-01, eta: 6 days, 0:56:07, time: 1.466, data_time: 0.011, memory: 16628, top1_acc: 0.3460, top5_acc: 0.6317, loss_cls: 2.9048, loss: 2.9048, grad_norm: 1.9925 2021-01-23 10:48:51,009 - mmaction - INFO - Epoch [111][340/2147] lr: 1.219e-01, eta: 6 days, 0:55:28, time: 1.425, data_time: 0.002, memory: 16628, top1_acc: 0.3629, top5_acc: 0.6263, loss_cls: 2.8372, loss: 2.8372, grad_norm: 1.9473 2021-01-23 10:49:22,167 - mmaction - INFO - Epoch [111][360/2147] lr: 1.219e-01, eta: 6 days, 0:54:51, time: 1.554, data_time: 0.005, memory: 16628, top1_acc: 0.3812, top5_acc: 0.6228, loss_cls: 2.8348, loss: 2.8348, grad_norm: 1.9293 2021-01-23 10:49:51,605 - mmaction - INFO - Epoch [111][380/2147] lr: 1.219e-01, eta: 6 days, 0:54:13, time: 1.474, data_time: 0.019, memory: 16628, top1_acc: 0.3826, top5_acc: 0.6348, loss_cls: 2.7739, loss: 2.7739, grad_norm: 1.9111 2021-01-23 10:50:20,343 - mmaction - INFO - Epoch [111][400/2147] lr: 1.219e-01, eta: 6 days, 0:53:34, time: 1.436, data_time: 0.010, memory: 16628, top1_acc: 0.3451, top5_acc: 0.6022, loss_cls: 2.9517, loss: 2.9517, grad_norm: 1.9909 2021-01-23 10:50:49,748 - mmaction - INFO - Epoch [111][420/2147] lr: 1.219e-01, eta: 6 days, 0:52:55, time: 1.473, data_time: 0.004, memory: 16628, top1_acc: 0.3710, top5_acc: 0.6299, loss_cls: 2.8672, loss: 2.8672, grad_norm: 1.9384 2021-01-23 10:51:18,466 - mmaction - INFO - Epoch [111][440/2147] lr: 1.219e-01, eta: 6 days, 0:52:16, time: 1.436, data_time: 0.002, memory: 16628, top1_acc: 0.3665, top5_acc: 0.6183, loss_cls: 2.8719, loss: 2.8719, grad_norm: 1.9258 2021-01-23 10:51:50,869 - mmaction - INFO - Epoch [111][460/2147] lr: 1.219e-01, eta: 6 days, 0:51:41, time: 1.616, data_time: 0.002, memory: 16628, top1_acc: 0.3647, top5_acc: 0.6143, loss_cls: 2.9094, loss: 2.9094, grad_norm: 1.9583 2021-01-23 10:52:19,795 - mmaction - INFO - Epoch [111][480/2147] lr: 1.219e-01, eta: 6 days, 0:51:02, time: 1.448, data_time: 0.008, memory: 16628, top1_acc: 0.3826, top5_acc: 0.6442, loss_cls: 2.7502, loss: 2.7502, grad_norm: 1.8936 2021-01-23 10:52:51,521 - mmaction - INFO - Epoch [111][500/2147] lr: 1.219e-01, eta: 6 days, 0:50:27, time: 1.587, data_time: 0.005, memory: 16628, top1_acc: 0.3518, top5_acc: 0.6027, loss_cls: 2.9221, loss: 2.9221, grad_norm: 1.9525 2021-01-23 10:53:20,040 - mmaction - INFO - Epoch [111][520/2147] lr: 1.219e-01, eta: 6 days, 0:49:47, time: 1.426, data_time: 0.008, memory: 16628, top1_acc: 0.3750, top5_acc: 0.6344, loss_cls: 2.8133, loss: 2.8133, grad_norm: 1.9344 2021-01-23 10:53:48,739 - mmaction - INFO - Epoch [111][540/2147] lr: 1.219e-01, eta: 6 days, 0:49:08, time: 1.437, data_time: 0.009, memory: 16628, top1_acc: 0.3531, top5_acc: 0.6174, loss_cls: 2.8457, loss: 2.8457, grad_norm: 1.9790 2021-01-23 10:54:19,476 - mmaction - INFO - Epoch [111][560/2147] lr: 1.219e-01, eta: 6 days, 0:48:31, time: 1.537, data_time: 0.002, memory: 16628, top1_acc: 0.3795, top5_acc: 0.6246, loss_cls: 2.8634, loss: 2.8634, grad_norm: 1.9582 2021-01-23 10:54:49,220 - mmaction - INFO - Epoch [111][580/2147] lr: 1.219e-01, eta: 6 days, 0:47:53, time: 1.487, data_time: 0.002, memory: 16628, top1_acc: 0.3942, top5_acc: 0.6379, loss_cls: 2.7447, loss: 2.7447, grad_norm: 1.9269 2021-01-23 10:55:18,673 - mmaction - INFO - Epoch [111][600/2147] lr: 1.219e-01, eta: 6 days, 0:47:14, time: 1.472, data_time: 0.003, memory: 16628, top1_acc: 0.3670, top5_acc: 0.6250, loss_cls: 2.8552, loss: 2.8552, grad_norm: 2.0009 2021-01-23 10:55:48,850 - mmaction - INFO - Epoch [111][620/2147] lr: 1.219e-01, eta: 6 days, 0:46:37, time: 1.503, data_time: 0.014, memory: 16628, top1_acc: 0.3763, top5_acc: 0.6205, loss_cls: 2.8406, loss: 2.8406, grad_norm: 2.0322 2021-01-23 10:56:17,262 - mmaction - INFO - Epoch [111][640/2147] lr: 1.219e-01, eta: 6 days, 0:45:57, time: 1.427, data_time: 0.008, memory: 16628, top1_acc: 0.3469, top5_acc: 0.6018, loss_cls: 2.9816, loss: 2.9816, grad_norm: 2.0190 2021-01-23 10:56:48,548 - mmaction - INFO - Epoch [111][660/2147] lr: 1.219e-01, eta: 6 days, 0:45:21, time: 1.562, data_time: 0.002, memory: 16628, top1_acc: 0.3732, top5_acc: 0.6304, loss_cls: 2.8326, loss: 2.8326, grad_norm: 1.9269 2021-01-23 10:57:17,125 - mmaction - INFO - Epoch [111][680/2147] lr: 1.219e-01, eta: 6 days, 0:44:41, time: 1.431, data_time: 0.005, memory: 16628, top1_acc: 0.3795, top5_acc: 0.6058, loss_cls: 2.8888, loss: 2.8888, grad_norm: 1.9405 2021-01-23 10:57:46,430 - mmaction - INFO - Epoch [111][700/2147] lr: 1.219e-01, eta: 6 days, 0:44:03, time: 1.463, data_time: 0.004, memory: 16628, top1_acc: 0.3612, top5_acc: 0.6107, loss_cls: 2.9185, loss: 2.9185, grad_norm: 1.9617 2021-01-23 10:58:16,808 - mmaction - INFO - Epoch [111][720/2147] lr: 1.219e-01, eta: 6 days, 0:43:25, time: 1.511, data_time: 0.004, memory: 16628, top1_acc: 0.3786, top5_acc: 0.6228, loss_cls: 2.8583, loss: 2.8583, grad_norm: 1.9668 2021-01-23 10:58:45,805 - mmaction - INFO - Epoch [111][740/2147] lr: 1.219e-01, eta: 6 days, 0:42:47, time: 1.457, data_time: 0.013, memory: 16628, top1_acc: 0.3821, top5_acc: 0.6286, loss_cls: 2.8183, loss: 2.8183, grad_norm: 1.9669 2021-01-23 10:59:15,632 - mmaction - INFO - Epoch [111][760/2147] lr: 1.219e-01, eta: 6 days, 0:42:09, time: 1.493, data_time: 0.007, memory: 16628, top1_acc: 0.3821, top5_acc: 0.6277, loss_cls: 2.7875, loss: 2.7875, grad_norm: 1.9588 2021-01-23 10:59:45,047 - mmaction - INFO - Epoch [111][780/2147] lr: 1.219e-01, eta: 6 days, 0:41:30, time: 1.472, data_time: 0.005, memory: 16628, top1_acc: 0.3607, top5_acc: 0.6304, loss_cls: 2.8546, loss: 2.8546, grad_norm: 1.9716 2021-01-23 11:00:16,109 - mmaction - INFO - Epoch [111][800/2147] lr: 1.219e-01, eta: 6 days, 0:40:54, time: 1.550, data_time: 0.002, memory: 16628, top1_acc: 0.3616, top5_acc: 0.6196, loss_cls: 2.8377, loss: 2.8377, grad_norm: 1.9765 2021-01-23 11:00:45,131 - mmaction - INFO - Epoch [111][820/2147] lr: 1.219e-01, eta: 6 days, 0:40:15, time: 1.453, data_time: 0.005, memory: 16628, top1_acc: 0.3871, top5_acc: 0.6299, loss_cls: 2.7917, loss: 2.7917, grad_norm: 1.9726 2021-01-23 11:01:15,911 - mmaction - INFO - Epoch [111][840/2147] lr: 1.219e-01, eta: 6 days, 0:39:38, time: 1.538, data_time: 0.004, memory: 16628, top1_acc: 0.3629, top5_acc: 0.6299, loss_cls: 2.8500, loss: 2.8500, grad_norm: 2.0438 2021-01-23 11:01:56,082 - mmaction - INFO - Epoch [111][860/2147] lr: 1.219e-01, eta: 6 days, 0:39:14, time: 2.009, data_time: 0.007, memory: 16628, top1_acc: 0.3737, top5_acc: 0.6196, loss_cls: 2.8615, loss: 2.8615, grad_norm: 1.9921 2021-01-23 11:02:26,718 - mmaction - INFO - Epoch [111][880/2147] lr: 1.219e-01, eta: 6 days, 0:38:37, time: 1.534, data_time: 0.009, memory: 16628, top1_acc: 0.3750, top5_acc: 0.6156, loss_cls: 2.8757, loss: 2.8757, grad_norm: 1.9503 2021-01-23 11:02:56,742 - mmaction - INFO - Epoch [111][900/2147] lr: 1.219e-01, eta: 6 days, 0:37:59, time: 1.499, data_time: 0.002, memory: 16628, top1_acc: 0.3536, top5_acc: 0.6143, loss_cls: 2.9385, loss: 2.9385, grad_norm: 1.9400 2021-01-23 11:03:29,398 - mmaction - INFO - Epoch [111][920/2147] lr: 1.219e-01, eta: 6 days, 0:37:25, time: 1.625, data_time: 0.010, memory: 16628, top1_acc: 0.3732, top5_acc: 0.6326, loss_cls: 2.8297, loss: 2.8297, grad_norm: 1.9616 2021-01-23 11:04:01,191 - mmaction - INFO - Epoch [111][940/2147] lr: 1.219e-01, eta: 6 days, 0:36:50, time: 1.596, data_time: 0.013, memory: 16628, top1_acc: 0.3576, top5_acc: 0.6232, loss_cls: 2.8941, loss: 2.8941, grad_norm: 1.9944 2021-01-23 11:04:32,947 - mmaction - INFO - Epoch [111][960/2147] lr: 1.219e-01, eta: 6 days, 0:36:15, time: 1.589, data_time: 0.006, memory: 16628, top1_acc: 0.3576, top5_acc: 0.6129, loss_cls: 2.8943, loss: 2.8943, grad_norm: 1.9433 2021-01-23 11:05:02,630 - mmaction - INFO - Epoch [111][980/2147] lr: 1.219e-01, eta: 6 days, 0:35:36, time: 1.483, data_time: 0.005, memory: 16628, top1_acc: 0.3612, top5_acc: 0.6174, loss_cls: 2.8746, loss: 2.8746, grad_norm: 1.9706 2021-01-23 11:05:32,367 - mmaction - INFO - Epoch [111][1000/2147] lr: 1.219e-01, eta: 6 days, 0:34:58, time: 1.488, data_time: 0.008, memory: 16628, top1_acc: 0.3692, top5_acc: 0.6161, loss_cls: 2.9058, loss: 2.9058, grad_norm: 1.9907 2021-01-23 11:06:02,280 - mmaction - INFO - Epoch [111][1020/2147] lr: 1.219e-01, eta: 6 days, 0:34:21, time: 1.493, data_time: 0.009, memory: 16628, top1_acc: 0.3603, top5_acc: 0.6134, loss_cls: 2.9301, loss: 2.9301, grad_norm: 1.9568 2021-01-23 11:06:34,145 - mmaction - INFO - Epoch [111][1040/2147] lr: 1.219e-01, eta: 6 days, 0:33:44, time: 1.533, data_time: 0.006, memory: 16628, top1_acc: 0.3603, top5_acc: 0.6080, loss_cls: 2.9179, loss: 2.9179, grad_norm: 1.9286 2021-01-23 11:07:03,382 - mmaction - INFO - Epoch [111][1060/2147] lr: 1.219e-01, eta: 6 days, 0:33:07, time: 1.524, data_time: 0.070, memory: 16628, top1_acc: 0.3710, top5_acc: 0.6250, loss_cls: 2.8494, loss: 2.8494, grad_norm: 1.9527 2021-01-23 11:07:33,954 - mmaction - INFO - Epoch [111][1080/2147] lr: 1.219e-01, eta: 6 days, 0:32:30, time: 1.531, data_time: 0.005, memory: 16628, top1_acc: 0.3665, top5_acc: 0.6152, loss_cls: 2.8965, loss: 2.8965, grad_norm: 1.9741 2021-01-23 11:08:03,330 - mmaction - INFO - Epoch [111][1100/2147] lr: 1.219e-01, eta: 6 days, 0:31:51, time: 1.469, data_time: 0.001, memory: 16628, top1_acc: 0.3696, top5_acc: 0.6187, loss_cls: 2.8587, loss: 2.8587, grad_norm: 1.9609 2021-01-23 11:08:33,267 - mmaction - INFO - Epoch [111][1120/2147] lr: 1.219e-01, eta: 6 days, 0:31:13, time: 1.493, data_time: 0.003, memory: 16628, top1_acc: 0.3705, top5_acc: 0.6281, loss_cls: 2.8301, loss: 2.8301, grad_norm: 1.9779 2021-01-23 11:09:02,625 - mmaction - INFO - Epoch [111][1140/2147] lr: 1.219e-01, eta: 6 days, 0:30:35, time: 1.467, data_time: 0.005, memory: 16628, top1_acc: 0.3665, top5_acc: 0.6156, loss_cls: 2.8920, loss: 2.8920, grad_norm: 2.0050 2021-01-23 11:09:33,996 - mmaction - INFO - Epoch [111][1160/2147] lr: 1.219e-01, eta: 6 days, 0:29:59, time: 1.569, data_time: 0.012, memory: 16628, top1_acc: 0.3571, top5_acc: 0.6183, loss_cls: 2.8381, loss: 2.8381, grad_norm: 2.0101 2021-01-23 11:10:04,617 - mmaction - INFO - Epoch [111][1180/2147] lr: 1.219e-01, eta: 6 days, 0:29:22, time: 1.531, data_time: 0.011, memory: 16628, top1_acc: 0.3670, top5_acc: 0.6134, loss_cls: 2.8689, loss: 2.8689, grad_norm: 2.0008 2021-01-23 11:10:33,951 - mmaction - INFO - Epoch [111][1200/2147] lr: 1.219e-01, eta: 6 days, 0:28:44, time: 1.465, data_time: 0.012, memory: 16628, top1_acc: 0.3451, top5_acc: 0.5933, loss_cls: 3.0041, loss: 3.0041, grad_norm: 1.9534 2021-01-23 11:11:04,250 - mmaction - INFO - Epoch [111][1220/2147] lr: 1.219e-01, eta: 6 days, 0:28:07, time: 1.521, data_time: 0.011, memory: 16628, top1_acc: 0.3652, top5_acc: 0.6183, loss_cls: 2.8467, loss: 2.8467, grad_norm: 1.9353 2021-01-23 11:11:34,679 - mmaction - INFO - Epoch [111][1240/2147] lr: 1.219e-01, eta: 6 days, 0:27:29, time: 1.512, data_time: 0.002, memory: 16628, top1_acc: 0.3625, top5_acc: 0.6045, loss_cls: 2.9066, loss: 2.9066, grad_norm: 1.9577 2021-01-23 11:12:07,813 - mmaction - INFO - Epoch [111][1260/2147] lr: 1.219e-01, eta: 6 days, 0:26:56, time: 1.660, data_time: 0.012, memory: 16628, top1_acc: 0.3683, top5_acc: 0.6147, loss_cls: 2.8790, loss: 2.8790, grad_norm: 1.9509 2021-01-23 11:12:42,710 - mmaction - INFO - Epoch [111][1280/2147] lr: 1.219e-01, eta: 6 days, 0:26:24, time: 1.743, data_time: 0.011, memory: 16628, top1_acc: 0.3670, top5_acc: 0.6147, loss_cls: 2.8812, loss: 2.8812, grad_norm: 1.9859 2021-01-23 11:13:12,412 - mmaction - INFO - Epoch [111][1300/2147] lr: 1.219e-01, eta: 6 days, 0:25:47, time: 1.493, data_time: 0.010, memory: 16628, top1_acc: 0.3621, top5_acc: 0.6219, loss_cls: 2.8779, loss: 2.8779, grad_norm: 1.9406 2021-01-23 11:13:41,127 - mmaction - INFO - Epoch [111][1320/2147] lr: 1.219e-01, eta: 6 days, 0:25:07, time: 1.436, data_time: 0.003, memory: 16628, top1_acc: 0.3710, top5_acc: 0.6277, loss_cls: 2.8477, loss: 2.8477, grad_norm: 1.9700 2021-01-23 11:14:12,577 - mmaction - INFO - Epoch [111][1340/2147] lr: 1.219e-01, eta: 6 days, 0:24:31, time: 1.569, data_time: 0.002, memory: 16628, top1_acc: 0.3652, top5_acc: 0.6170, loss_cls: 2.8668, loss: 2.8668, grad_norm: 1.9963 2021-01-23 11:14:41,999 - mmaction - INFO - Epoch [111][1360/2147] lr: 1.219e-01, eta: 6 days, 0:23:53, time: 1.468, data_time: 0.009, memory: 16628, top1_acc: 0.3656, top5_acc: 0.6192, loss_cls: 2.9137, loss: 2.9137, grad_norm: 1.9518 2021-01-23 11:15:14,398 - mmaction - INFO - Epoch [111][1380/2147] lr: 1.219e-01, eta: 6 days, 0:23:19, time: 1.626, data_time: 0.013, memory: 16628, top1_acc: 0.3594, top5_acc: 0.6268, loss_cls: 2.8498, loss: 2.8498, grad_norm: 1.9348 2021-01-23 11:15:43,397 - mmaction - INFO - Epoch [111][1400/2147] lr: 1.219e-01, eta: 6 days, 0:22:39, time: 1.448, data_time: 0.009, memory: 16628, top1_acc: 0.3687, top5_acc: 0.6268, loss_cls: 2.8426, loss: 2.8426, grad_norm: 1.9601 2021-01-23 11:16:12,084 - mmaction - INFO - Epoch [111][1420/2147] lr: 1.219e-01, eta: 6 days, 0:22:00, time: 1.437, data_time: 0.006, memory: 16628, top1_acc: 0.3616, top5_acc: 0.6223, loss_cls: 2.8606, loss: 2.8606, grad_norm: 1.9562 2021-01-23 11:16:49,679 - mmaction - INFO - Epoch [111][1440/2147] lr: 1.219e-01, eta: 6 days, 0:21:32, time: 1.875, data_time: 0.047, memory: 16628, top1_acc: 0.3710, top5_acc: 0.6143, loss_cls: 2.8844, loss: 2.8844, grad_norm: 1.9625 2021-01-23 11:17:18,526 - mmaction - INFO - Epoch [111][1460/2147] lr: 1.219e-01, eta: 6 days, 0:20:53, time: 1.444, data_time: 0.010, memory: 16628, top1_acc: 0.3692, top5_acc: 0.6237, loss_cls: 2.8736, loss: 2.8736, grad_norm: 1.9690 2021-01-23 11:17:48,645 - mmaction - INFO - Epoch [111][1480/2147] lr: 1.219e-01, eta: 6 days, 0:20:16, time: 1.507, data_time: 0.003, memory: 16628, top1_acc: 0.3866, top5_acc: 0.6295, loss_cls: 2.7506, loss: 2.7506, grad_norm: 1.9274 2021-01-23 11:18:17,103 - mmaction - INFO - Epoch [111][1500/2147] lr: 1.219e-01, eta: 6 days, 0:19:36, time: 1.423, data_time: 0.008, memory: 16628, top1_acc: 0.3612, top5_acc: 0.6116, loss_cls: 2.9241, loss: 2.9241, grad_norm: 1.9645 2021-01-23 11:18:49,881 - mmaction - INFO - Epoch [111][1520/2147] lr: 1.219e-01, eta: 6 days, 0:19:02, time: 1.635, data_time: 0.006, memory: 16628, top1_acc: 0.3647, top5_acc: 0.6080, loss_cls: 2.8842, loss: 2.8842, grad_norm: 1.9542 2021-01-23 11:19:18,827 - mmaction - INFO - Epoch [111][1540/2147] lr: 1.219e-01, eta: 6 days, 0:18:23, time: 1.448, data_time: 0.011, memory: 16628, top1_acc: 0.3746, top5_acc: 0.6455, loss_cls: 2.7667, loss: 2.7667, grad_norm: 1.9349 2021-01-23 11:19:52,395 - mmaction - INFO - Epoch [111][1560/2147] lr: 1.219e-01, eta: 6 days, 0:17:50, time: 1.676, data_time: 0.006, memory: 16628, top1_acc: 0.3415, top5_acc: 0.6000, loss_cls: 2.9892, loss: 2.9892, grad_norm: 2.0767 2021-01-23 11:20:23,211 - mmaction - INFO - Epoch [111][1580/2147] lr: 1.219e-01, eta: 6 days, 0:17:13, time: 1.545, data_time: 0.011, memory: 16628, top1_acc: 0.3634, top5_acc: 0.6165, loss_cls: 2.8842, loss: 2.8842, grad_norm: 1.9773 2021-01-23 11:20:53,221 - mmaction - INFO - Epoch [111][1600/2147] lr: 1.219e-01, eta: 6 days, 0:16:36, time: 1.502, data_time: 0.009, memory: 16628, top1_acc: 0.3665, top5_acc: 0.6259, loss_cls: 2.8391, loss: 2.8391, grad_norm: 1.9111 2021-01-23 11:21:24,040 - mmaction - INFO - Epoch [111][1620/2147] lr: 1.219e-01, eta: 6 days, 0:15:59, time: 1.539, data_time: 0.006, memory: 16628, top1_acc: 0.3554, top5_acc: 0.6125, loss_cls: 2.9189, loss: 2.9189, grad_norm: 1.9994 2021-01-23 11:21:57,935 - mmaction - INFO - Epoch [111][1640/2147] lr: 1.219e-01, eta: 6 days, 0:15:27, time: 1.693, data_time: 0.007, memory: 16628, top1_acc: 0.3652, top5_acc: 0.6107, loss_cls: 2.9100, loss: 2.9100, grad_norm: 1.9570 2021-01-23 11:22:27,572 - mmaction - INFO - Epoch [111][1660/2147] lr: 1.219e-01, eta: 6 days, 0:14:49, time: 1.484, data_time: 0.009, memory: 16628, top1_acc: 0.3714, top5_acc: 0.6085, loss_cls: 2.9014, loss: 2.9014, grad_norm: 1.9342 2021-01-23 11:22:58,241 - mmaction - INFO - Epoch [111][1680/2147] lr: 1.219e-01, eta: 6 days, 0:14:12, time: 1.534, data_time: 0.003, memory: 16628, top1_acc: 0.3594, top5_acc: 0.6170, loss_cls: 2.8536, loss: 2.8536, grad_norm: 1.9824 2021-01-23 11:23:28,877 - mmaction - INFO - Epoch [111][1700/2147] lr: 1.219e-01, eta: 6 days, 0:13:35, time: 1.532, data_time: 0.006, memory: 16628, top1_acc: 0.3661, top5_acc: 0.6299, loss_cls: 2.8503, loss: 2.8503, grad_norm: 1.9968 2021-01-23 11:23:57,683 - mmaction - INFO - Epoch [111][1720/2147] lr: 1.219e-01, eta: 6 days, 0:12:56, time: 1.442, data_time: 0.003, memory: 16628, top1_acc: 0.3728, top5_acc: 0.6263, loss_cls: 2.8235, loss: 2.8235, grad_norm: 1.9931 2021-01-23 11:24:29,099 - mmaction - INFO - Epoch [111][1740/2147] lr: 1.219e-01, eta: 6 days, 0:12:20, time: 1.563, data_time: 0.008, memory: 16628, top1_acc: 0.3545, top5_acc: 0.6138, loss_cls: 2.9220, loss: 2.9220, grad_norm: 1.9730 2021-01-23 11:24:59,269 - mmaction - INFO - Epoch [111][1760/2147] lr: 1.219e-01, eta: 6 days, 0:11:43, time: 1.515, data_time: 0.012, memory: 16628, top1_acc: 0.3567, top5_acc: 0.6134, loss_cls: 2.9066, loss: 2.9066, grad_norm: 1.9393 2021-01-23 11:25:30,797 - mmaction - INFO - Epoch [111][1780/2147] lr: 1.219e-01, eta: 6 days, 0:11:07, time: 1.562, data_time: 0.009, memory: 16628, top1_acc: 0.3402, top5_acc: 0.5884, loss_cls: 3.0103, loss: 3.0103, grad_norm: 1.9492 2021-01-23 11:25:59,700 - mmaction - INFO - Epoch [111][1800/2147] lr: 1.219e-01, eta: 6 days, 0:10:28, time: 1.460, data_time: 0.020, memory: 16628, top1_acc: 0.3616, top5_acc: 0.6156, loss_cls: 2.8954, loss: 2.8954, grad_norm: 1.9359 2021-01-23 11:26:29,186 - mmaction - INFO - Epoch [111][1820/2147] lr: 1.219e-01, eta: 6 days, 0:09:49, time: 1.463, data_time: 0.004, memory: 16628, top1_acc: 0.3629, top5_acc: 0.6277, loss_cls: 2.8411, loss: 2.8411, grad_norm: 1.9435 2021-01-23 11:26:58,971 - mmaction - INFO - Epoch [111][1840/2147] lr: 1.219e-01, eta: 6 days, 0:09:12, time: 1.498, data_time: 0.076, memory: 16628, top1_acc: 0.3420, top5_acc: 0.5960, loss_cls: 3.0079, loss: 3.0079, grad_norm: 2.0153 2021-01-23 11:27:30,519 - mmaction - INFO - Epoch [111][1860/2147] lr: 1.219e-01, eta: 6 days, 0:08:36, time: 1.577, data_time: 0.009, memory: 16628, top1_acc: 0.3455, top5_acc: 0.5987, loss_cls: 2.9577, loss: 2.9577, grad_norm: 1.9460 2021-01-23 11:27:58,934 - mmaction - INFO - Epoch [111][1880/2147] lr: 1.219e-01, eta: 6 days, 0:07:56, time: 1.422, data_time: 0.006, memory: 16628, top1_acc: 0.3491, top5_acc: 0.6107, loss_cls: 2.9168, loss: 2.9168, grad_norm: 1.9336 2021-01-23 11:28:30,871 - mmaction - INFO - Epoch [111][1900/2147] lr: 1.219e-01, eta: 6 days, 0:07:21, time: 1.593, data_time: 0.003, memory: 16628, top1_acc: 0.3696, top5_acc: 0.6165, loss_cls: 2.8933, loss: 2.8933, grad_norm: 1.9434 2021-01-23 11:28:59,766 - mmaction - INFO - Epoch [111][1920/2147] lr: 1.219e-01, eta: 6 days, 0:06:42, time: 1.449, data_time: 0.007, memory: 16628, top1_acc: 0.3638, top5_acc: 0.6228, loss_cls: 2.8794, loss: 2.8794, grad_norm: 1.9615 2021-01-23 11:29:30,179 - mmaction - INFO - Epoch [111][1940/2147] lr: 1.219e-01, eta: 6 days, 0:06:05, time: 1.521, data_time: 0.005, memory: 16628, top1_acc: 0.3893, top5_acc: 0.6246, loss_cls: 2.7829, loss: 2.7829, grad_norm: 1.9638 2021-01-23 11:30:00,136 - mmaction - INFO - Epoch [111][1960/2147] lr: 1.219e-01, eta: 6 days, 0:05:27, time: 1.489, data_time: 0.003, memory: 16628, top1_acc: 0.3531, top5_acc: 0.6062, loss_cls: 2.9817, loss: 2.9817, grad_norm: 2.0629 2021-01-23 11:30:28,695 - mmaction - INFO - Epoch [111][1980/2147] lr: 1.219e-01, eta: 6 days, 0:04:48, time: 1.437, data_time: 0.014, memory: 16628, top1_acc: 0.3679, top5_acc: 0.6201, loss_cls: 2.8613, loss: 2.8613, grad_norm: 1.9092 2021-01-23 11:31:02,281 - mmaction - INFO - Epoch [111][2000/2147] lr: 1.219e-01, eta: 6 days, 0:04:15, time: 1.671, data_time: 0.003, memory: 16628, top1_acc: 0.3804, top5_acc: 0.6272, loss_cls: 2.8350, loss: 2.8350, grad_norm: 1.9351 2021-01-23 11:31:33,065 - mmaction - INFO - Epoch [111][2020/2147] lr: 1.219e-01, eta: 6 days, 0:03:38, time: 1.546, data_time: 0.016, memory: 16628, top1_acc: 0.3728, top5_acc: 0.6254, loss_cls: 2.8430, loss: 2.8430, grad_norm: 1.9175 2021-01-23 11:32:11,545 - mmaction - INFO - Epoch [111][2040/2147] lr: 1.219e-01, eta: 6 days, 0:03:12, time: 1.919, data_time: 0.009, memory: 16628, top1_acc: 0.3562, top5_acc: 0.6018, loss_cls: 2.9655, loss: 2.9655, grad_norm: 1.9624 2021-01-23 11:32:41,100 - mmaction - INFO - Epoch [111][2060/2147] lr: 1.219e-01, eta: 6 days, 0:02:33, time: 1.478, data_time: 0.009, memory: 16628, top1_acc: 0.3781, top5_acc: 0.6121, loss_cls: 2.8444, loss: 2.8444, grad_norm: 1.9457 2021-01-23 11:33:10,101 - mmaction - INFO - Epoch [111][2080/2147] lr: 1.219e-01, eta: 6 days, 0:01:55, time: 1.454, data_time: 0.008, memory: 16628, top1_acc: 0.3728, top5_acc: 0.6246, loss_cls: 2.8157, loss: 2.8157, grad_norm: 2.0338 2021-01-23 11:33:39,546 - mmaction - INFO - Epoch [111][2100/2147] lr: 1.219e-01, eta: 6 days, 0:01:16, time: 1.466, data_time: 0.007, memory: 16628, top1_acc: 0.3451, top5_acc: 0.6018, loss_cls: 2.9226, loss: 2.9226, grad_norm: 2.0161 2021-01-23 11:34:09,954 - mmaction - INFO - Epoch [111][2120/2147] lr: 1.219e-01, eta: 6 days, 0:00:39, time: 1.529, data_time: 0.013, memory: 16628, top1_acc: 0.3625, top5_acc: 0.6156, loss_cls: 2.8712, loss: 2.8712, grad_norm: 1.9511 2021-01-23 11:34:40,992 - mmaction - INFO - Epoch [111][2140/2147] lr: 1.219e-01, eta: 6 days, 0:00:03, time: 1.548, data_time: 0.002, memory: 16628, top1_acc: 0.3607, top5_acc: 0.6112, loss_cls: 2.8756, loss: 2.8756, grad_norm: 1.9422 2021-01-23 11:39:54,314 - mmaction - INFO - Epoch [112][20/2147] lr: 1.207e-01, eta: 6 days, 0:04:26, time: 14.039, data_time: 12.475, memory: 16628, top1_acc: 0.3598, top5_acc: 0.6062, loss_cls: 2.9005, loss: 2.9005, grad_norm: 1.9806 2021-01-23 11:40:24,394 - mmaction - INFO - Epoch [112][40/2147] lr: 1.207e-01, eta: 6 days, 0:03:49, time: 1.510, data_time: 0.017, memory: 16628, top1_acc: 0.3621, top5_acc: 0.6170, loss_cls: 2.8485, loss: 2.8485, grad_norm: 1.9345 2021-01-23 11:40:56,111 - mmaction - INFO - Epoch [112][60/2147] lr: 1.207e-01, eta: 6 days, 0:03:13, time: 1.586, data_time: 0.004, memory: 16628, top1_acc: 0.3424, top5_acc: 0.6022, loss_cls: 2.9479, loss: 2.9479, grad_norm: 1.9883 2021-01-23 11:41:24,978 - mmaction - INFO - Epoch [112][80/2147] lr: 1.207e-01, eta: 6 days, 0:02:34, time: 1.442, data_time: 0.005, memory: 16628, top1_acc: 0.3683, top5_acc: 0.6268, loss_cls: 2.8296, loss: 2.8296, grad_norm: 1.9460 2021-01-23 11:41:55,586 - mmaction - INFO - Epoch [112][100/2147] lr: 1.207e-01, eta: 6 days, 0:01:57, time: 1.531, data_time: 0.004, memory: 16628, top1_acc: 0.3571, top5_acc: 0.6138, loss_cls: 2.9742, loss: 2.9742, grad_norm: 1.9803 2021-01-23 11:42:24,463 - mmaction - INFO - Epoch [112][120/2147] lr: 1.207e-01, eta: 6 days, 0:01:18, time: 1.446, data_time: 0.010, memory: 16628, top1_acc: 0.3469, top5_acc: 0.5960, loss_cls: 2.9717, loss: 2.9717, grad_norm: 1.9497 2021-01-23 11:42:53,875 - mmaction - INFO - Epoch [112][140/2147] lr: 1.207e-01, eta: 6 days, 0:00:40, time: 1.471, data_time: 0.005, memory: 16628, top1_acc: 0.3661, top5_acc: 0.6237, loss_cls: 2.8636, loss: 2.8636, grad_norm: 1.9397 2021-01-23 11:43:24,322 - mmaction - INFO - Epoch [112][160/2147] lr: 1.207e-01, eta: 6 days, 0:00:03, time: 1.522, data_time: 0.002, memory: 16628, top1_acc: 0.3746, top5_acc: 0.6152, loss_cls: 2.8722, loss: 2.8722, grad_norm: 1.9280 2021-01-23 11:43:53,887 - mmaction - INFO - Epoch [112][180/2147] lr: 1.207e-01, eta: 5 days, 23:59:24, time: 1.476, data_time: 0.003, memory: 16628, top1_acc: 0.3679, top5_acc: 0.6272, loss_cls: 2.8691, loss: 2.8691, grad_norm: 1.9344 2021-01-23 11:44:25,277 - mmaction - INFO - Epoch [112][200/2147] lr: 1.207e-01, eta: 5 days, 23:58:48, time: 1.566, data_time: 0.016, memory: 16628, top1_acc: 0.3746, top5_acc: 0.6366, loss_cls: 2.7680, loss: 2.7680, grad_norm: 1.9523 2021-01-23 11:44:53,993 - mmaction - INFO - Epoch [112][220/2147] lr: 1.207e-01, eta: 5 days, 23:58:09, time: 1.441, data_time: 0.010, memory: 16628, top1_acc: 0.3638, top5_acc: 0.6219, loss_cls: 2.8639, loss: 2.8639, grad_norm: 2.0016 2021-01-23 11:45:24,424 - mmaction - INFO - Epoch [112][240/2147] lr: 1.207e-01, eta: 5 days, 23:57:32, time: 1.518, data_time: 0.005, memory: 16628, top1_acc: 0.3763, top5_acc: 0.6460, loss_cls: 2.7280, loss: 2.7280, grad_norm: 1.9478 2021-01-23 11:45:54,307 - mmaction - INFO - Epoch [112][260/2147] lr: 1.207e-01, eta: 5 days, 23:56:54, time: 1.495, data_time: 0.015, memory: 16628, top1_acc: 0.3790, top5_acc: 0.6179, loss_cls: 2.8658, loss: 2.8658, grad_norm: 1.9482 2021-01-23 11:46:24,888 - mmaction - INFO - Epoch [112][280/2147] lr: 1.207e-01, eta: 5 days, 23:56:17, time: 1.531, data_time: 0.011, memory: 16628, top1_acc: 0.3411, top5_acc: 0.6121, loss_cls: 2.9173, loss: 2.9173, grad_norm: 1.9952 2021-01-23 11:46:56,428 - mmaction - INFO - Epoch [112][300/2147] lr: 1.207e-01, eta: 5 days, 23:55:42, time: 1.578, data_time: 0.004, memory: 16628, top1_acc: 0.3652, top5_acc: 0.6268, loss_cls: 2.8074, loss: 2.8074, grad_norm: 1.9239 2021-01-23 11:47:31,165 - mmaction - INFO - Epoch [112][320/2147] lr: 1.207e-01, eta: 5 days, 23:55:10, time: 1.734, data_time: 0.004, memory: 16628, top1_acc: 0.3768, top5_acc: 0.6420, loss_cls: 2.7958, loss: 2.7958, grad_norm: 1.9776 2021-01-23 11:48:00,831 - mmaction - INFO - Epoch [112][340/2147] lr: 1.207e-01, eta: 5 days, 23:54:32, time: 1.486, data_time: 0.005, memory: 16628, top1_acc: 0.3737, top5_acc: 0.6304, loss_cls: 2.8124, loss: 2.8124, grad_norm: 2.0538 2021-01-23 11:48:29,534 - mmaction - INFO - Epoch [112][360/2147] lr: 1.207e-01, eta: 5 days, 23:53:53, time: 1.435, data_time: 0.003, memory: 16628, top1_acc: 0.3594, top5_acc: 0.6112, loss_cls: 2.9003, loss: 2.9003, grad_norm: 1.9409 2021-01-23 11:49:00,064 - mmaction - INFO - Epoch [112][380/2147] lr: 1.207e-01, eta: 5 days, 23:53:16, time: 1.526, data_time: 0.004, memory: 16628, top1_acc: 0.3759, top5_acc: 0.6277, loss_cls: 2.8430, loss: 2.8430, grad_norm: 1.9202 2021-01-23 11:49:28,970 - mmaction - INFO - Epoch [112][400/2147] lr: 1.207e-01, eta: 5 days, 23:52:37, time: 1.443, data_time: 0.003, memory: 16628, top1_acc: 0.3786, top5_acc: 0.6263, loss_cls: 2.8598, loss: 2.8598, grad_norm: 1.9209 2021-01-23 11:49:58,941 - mmaction - INFO - Epoch [112][420/2147] lr: 1.207e-01, eta: 5 days, 23:51:59, time: 1.500, data_time: 0.007, memory: 16628, top1_acc: 0.3679, top5_acc: 0.6125, loss_cls: 2.8687, loss: 2.8687, grad_norm: 1.9319 2021-01-23 11:50:28,379 - mmaction - INFO - Epoch [112][440/2147] lr: 1.207e-01, eta: 5 days, 23:51:21, time: 1.473, data_time: 0.009, memory: 16628, top1_acc: 0.3612, top5_acc: 0.6308, loss_cls: 2.8265, loss: 2.8265, grad_norm: 1.9347 2021-01-23 11:50:58,101 - mmaction - INFO - Epoch [112][460/2147] lr: 1.207e-01, eta: 5 days, 23:50:43, time: 1.486, data_time: 0.003, memory: 16628, top1_acc: 0.3750, top5_acc: 0.6339, loss_cls: 2.7933, loss: 2.7933, grad_norm: 1.9722 2021-01-23 11:51:29,107 - mmaction - INFO - Epoch [112][480/2147] lr: 1.207e-01, eta: 5 days, 23:50:06, time: 1.551, data_time: 0.004, memory: 16628, top1_acc: 0.3616, top5_acc: 0.6299, loss_cls: 2.8355, loss: 2.8355, grad_norm: 2.0177 2021-01-23 11:52:05,964 - mmaction - INFO - Epoch [112][500/2147] lr: 1.207e-01, eta: 5 days, 23:49:37, time: 1.833, data_time: 0.002, memory: 16628, top1_acc: 0.3964, top5_acc: 0.6531, loss_cls: 2.7357, loss: 2.7357, grad_norm: 1.9562 2021-01-23 11:52:35,715 - mmaction - INFO - Epoch [112][520/2147] lr: 1.207e-01, eta: 5 days, 23:49:00, time: 1.489, data_time: 0.015, memory: 16628, top1_acc: 0.3701, top5_acc: 0.6121, loss_cls: 2.8900, loss: 2.8900, grad_norm: 1.9616 2021-01-23 11:53:05,863 - mmaction - INFO - Epoch [112][540/2147] lr: 1.207e-01, eta: 5 days, 23:48:22, time: 1.512, data_time: 0.017, memory: 16628, top1_acc: 0.3817, top5_acc: 0.6362, loss_cls: 2.8084, loss: 2.8084, grad_norm: 1.9714 2021-01-23 11:53:34,802 - mmaction - INFO - Epoch [112][560/2147] lr: 1.207e-01, eta: 5 days, 23:47:43, time: 1.449, data_time: 0.006, memory: 16628, top1_acc: 0.3513, top5_acc: 0.6241, loss_cls: 2.8936, loss: 2.8936, grad_norm: 2.0313 2021-01-23 11:54:05,808 - mmaction - INFO - Epoch [112][580/2147] lr: 1.207e-01, eta: 5 days, 23:47:07, time: 1.553, data_time: 0.004, memory: 16628, top1_acc: 0.3656, top5_acc: 0.6054, loss_cls: 2.9407, loss: 2.9407, grad_norm: 1.9789 2021-01-23 11:54:34,380 - mmaction - INFO - Epoch [112][600/2147] lr: 1.207e-01, eta: 5 days, 23:46:28, time: 1.428, data_time: 0.004, memory: 16628, top1_acc: 0.3714, top5_acc: 0.6312, loss_cls: 2.8122, loss: 2.8122, grad_norm: 1.9709 2021-01-23 11:55:03,223 - mmaction - INFO - Epoch [112][620/2147] lr: 1.207e-01, eta: 5 days, 23:45:48, time: 1.442, data_time: 0.001, memory: 16628, top1_acc: 0.3643, top5_acc: 0.6254, loss_cls: 2.8307, loss: 2.8307, grad_norm: 1.9755 2021-01-23 11:55:32,941 - mmaction - INFO - Epoch [112][640/2147] lr: 1.207e-01, eta: 5 days, 23:45:10, time: 1.477, data_time: 0.001, memory: 16628, top1_acc: 0.3629, top5_acc: 0.6188, loss_cls: 2.9121, loss: 2.9121, grad_norm: 1.9925 2021-01-23 11:56:04,800 - mmaction - INFO - Epoch [112][660/2147] lr: 1.207e-01, eta: 5 days, 23:44:35, time: 1.590, data_time: 0.014, memory: 16628, top1_acc: 0.3799, top5_acc: 0.6371, loss_cls: 2.7622, loss: 2.7622, grad_norm: 1.9334 2021-01-23 11:56:34,243 - mmaction - INFO - Epoch [112][680/2147] lr: 1.207e-01, eta: 5 days, 23:43:57, time: 1.482, data_time: 0.016, memory: 16628, top1_acc: 0.3585, top5_acc: 0.6121, loss_cls: 2.8697, loss: 2.8697, grad_norm: 1.9761 2021-01-23 11:57:08,732 - mmaction - INFO - Epoch [112][700/2147] lr: 1.207e-01, eta: 5 days, 23:43:25, time: 1.719, data_time: 0.063, memory: 16628, top1_acc: 0.3692, top5_acc: 0.6250, loss_cls: 2.7982, loss: 2.7982, grad_norm: 2.0038 2021-01-23 11:57:39,547 - mmaction - INFO - Epoch [112][720/2147] lr: 1.207e-01, eta: 5 days, 23:42:48, time: 1.537, data_time: 0.008, memory: 16628, top1_acc: 0.3545, top5_acc: 0.6246, loss_cls: 2.8453, loss: 2.8453, grad_norm: 2.0285 2021-01-23 11:58:11,990 - mmaction - INFO - Epoch [112][740/2147] lr: 1.207e-01, eta: 5 days, 23:42:14, time: 1.629, data_time: 0.017, memory: 16628, top1_acc: 0.3603, top5_acc: 0.6094, loss_cls: 2.9325, loss: 2.9325, grad_norm: 2.0010 2021-01-23 11:58:42,385 - mmaction - INFO - Epoch [112][760/2147] lr: 1.207e-01, eta: 5 days, 23:41:37, time: 1.522, data_time: 0.010, memory: 16628, top1_acc: 0.3688, top5_acc: 0.6170, loss_cls: 2.8543, loss: 2.8543, grad_norm: 1.9838 2021-01-23 11:59:10,949 - mmaction - INFO - Epoch [112][780/2147] lr: 1.207e-01, eta: 5 days, 23:40:57, time: 1.429, data_time: 0.002, memory: 16628, top1_acc: 0.3790, top5_acc: 0.6246, loss_cls: 2.8172, loss: 2.8172, grad_norm: 1.9883 2021-01-23 11:59:41,832 - mmaction - INFO - Epoch [112][800/2147] lr: 1.207e-01, eta: 5 days, 23:40:21, time: 1.537, data_time: 0.002, memory: 16628, top1_acc: 0.3487, top5_acc: 0.6205, loss_cls: 2.8783, loss: 2.8783, grad_norm: 1.9692 2021-01-23 12:00:12,163 - mmaction - INFO - Epoch [112][820/2147] lr: 1.207e-01, eta: 5 days, 23:39:44, time: 1.521, data_time: 0.011, memory: 16628, top1_acc: 0.3701, top5_acc: 0.6433, loss_cls: 2.8100, loss: 2.8100, grad_norm: 1.9643 2021-01-23 12:00:41,070 - mmaction - INFO - Epoch [112][840/2147] lr: 1.207e-01, eta: 5 days, 23:39:05, time: 1.446, data_time: 0.007, memory: 16628, top1_acc: 0.3821, top5_acc: 0.6161, loss_cls: 2.8333, loss: 2.8333, grad_norm: 2.0215 2021-01-23 12:01:11,880 - mmaction - INFO - Epoch [112][860/2147] lr: 1.207e-01, eta: 5 days, 23:38:28, time: 1.538, data_time: 0.003, memory: 16628, top1_acc: 0.3674, top5_acc: 0.6281, loss_cls: 2.8507, loss: 2.8507, grad_norm: 2.0294 2021-01-23 12:01:42,621 - mmaction - INFO - Epoch [112][880/2147] lr: 1.207e-01, eta: 5 days, 23:37:50, time: 1.492, data_time: 0.009, memory: 16628, top1_acc: 0.3710, top5_acc: 0.6147, loss_cls: 2.9030, loss: 2.9030, grad_norm: 1.9683 2021-01-23 12:02:11,662 - mmaction - INFO - Epoch [112][900/2147] lr: 1.207e-01, eta: 5 days, 23:37:13, time: 1.499, data_time: 0.058, memory: 16628, top1_acc: 0.3701, top5_acc: 0.6152, loss_cls: 2.8451, loss: 2.8451, grad_norm: 1.9685 2021-01-23 12:02:43,754 - mmaction - INFO - Epoch [112][920/2147] lr: 1.207e-01, eta: 5 days, 23:36:38, time: 1.605, data_time: 0.011, memory: 16628, top1_acc: 0.3500, top5_acc: 0.6214, loss_cls: 2.8793, loss: 2.8793, grad_norm: 1.9972 2021-01-23 12:03:18,356 - mmaction - INFO - Epoch [112][940/2147] lr: 1.207e-01, eta: 5 days, 23:36:06, time: 1.731, data_time: 0.024, memory: 16628, top1_acc: 0.3705, top5_acc: 0.6147, loss_cls: 2.8881, loss: 2.8881, grad_norm: 1.9839 2021-01-23 12:03:48,144 - mmaction - INFO - Epoch [112][960/2147] lr: 1.207e-01, eta: 5 days, 23:35:28, time: 1.491, data_time: 0.003, memory: 16628, top1_acc: 0.3665, top5_acc: 0.6165, loss_cls: 2.9191, loss: 2.9191, grad_norm: 2.0231 2021-01-23 12:04:24,642 - mmaction - INFO - Epoch [112][980/2147] lr: 1.207e-01, eta: 5 days, 23:34:59, time: 1.817, data_time: 0.002, memory: 16628, top1_acc: 0.3496, top5_acc: 0.6054, loss_cls: 2.9754, loss: 2.9754, grad_norm: 1.9815 2021-01-23 12:04:59,323 - mmaction - INFO - Epoch [112][1000/2147] lr: 1.207e-01, eta: 5 days, 23:34:27, time: 1.732, data_time: 0.021, memory: 16628, top1_acc: 0.3487, top5_acc: 0.6031, loss_cls: 2.9633, loss: 2.9633, grad_norm: 1.9592 2021-01-23 12:05:29,391 - mmaction - INFO - Epoch [112][1020/2147] lr: 1.207e-01, eta: 5 days, 23:33:50, time: 1.514, data_time: 0.015, memory: 16628, top1_acc: 0.3616, top5_acc: 0.6156, loss_cls: 2.8988, loss: 2.8988, grad_norm: 1.9468 2021-01-23 12:05:59,811 - mmaction - INFO - Epoch [112][1040/2147] lr: 1.207e-01, eta: 5 days, 23:33:13, time: 1.516, data_time: 0.002, memory: 16628, top1_acc: 0.3687, top5_acc: 0.6143, loss_cls: 2.9112, loss: 2.9112, grad_norm: 1.9633 2021-01-23 12:06:29,244 - mmaction - INFO - Epoch [112][1060/2147] lr: 1.207e-01, eta: 5 days, 23:32:34, time: 1.469, data_time: 0.008, memory: 16628, top1_acc: 0.3563, top5_acc: 0.5955, loss_cls: 2.9325, loss: 2.9325, grad_norm: 1.9565 2021-01-23 12:07:00,021 - mmaction - INFO - Epoch [112][1080/2147] lr: 1.207e-01, eta: 5 days, 23:31:58, time: 1.543, data_time: 0.011, memory: 16628, top1_acc: 0.3616, top5_acc: 0.6080, loss_cls: 2.9377, loss: 2.9377, grad_norm: 1.9539 2021-01-23 12:07:29,856 - mmaction - INFO - Epoch [112][1100/2147] lr: 1.207e-01, eta: 5 days, 23:31:20, time: 1.488, data_time: 0.009, memory: 16628, top1_acc: 0.3688, top5_acc: 0.6192, loss_cls: 2.8420, loss: 2.8420, grad_norm: 1.9629 2021-01-23 12:08:04,021 - mmaction - INFO - Epoch [112][1120/2147] lr: 1.207e-01, eta: 5 days, 23:30:48, time: 1.714, data_time: 0.015, memory: 16628, top1_acc: 0.3621, top5_acc: 0.6152, loss_cls: 2.8957, loss: 2.8957, grad_norm: 1.9701 2021-01-23 12:08:34,476 - mmaction - INFO - Epoch [112][1140/2147] lr: 1.207e-01, eta: 5 days, 23:30:11, time: 1.523, data_time: 0.006, memory: 16628, top1_acc: 0.3554, top5_acc: 0.6259, loss_cls: 2.8772, loss: 2.8772, grad_norm: 1.9305 2021-01-23 12:09:03,817 - mmaction - INFO - Epoch [112][1160/2147] lr: 1.207e-01, eta: 5 days, 23:29:32, time: 1.465, data_time: 0.009, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6321, loss_cls: 2.8331, loss: 2.8331, grad_norm: 1.9841 2021-01-23 12:09:35,001 - mmaction - INFO - Epoch [112][1180/2147] lr: 1.207e-01, eta: 5 days, 23:28:56, time: 1.561, data_time: 0.007, memory: 16628, top1_acc: 0.3576, top5_acc: 0.6085, loss_cls: 2.9288, loss: 2.9288, grad_norm: 1.9880 2021-01-23 12:10:06,000 - mmaction - INFO - Epoch [112][1200/2147] lr: 1.207e-01, eta: 5 days, 23:28:20, time: 1.547, data_time: 0.008, memory: 16628, top1_acc: 0.3603, top5_acc: 0.6228, loss_cls: 2.8801, loss: 2.8801, grad_norm: 1.9759 2021-01-23 12:10:39,112 - mmaction - INFO - Epoch [112][1220/2147] lr: 1.207e-01, eta: 5 days, 23:27:46, time: 1.648, data_time: 0.011, memory: 16628, top1_acc: 0.3562, top5_acc: 0.6156, loss_cls: 2.9288, loss: 2.9288, grad_norm: 1.9875 2021-01-23 12:11:08,633 - mmaction - INFO - Epoch [112][1240/2147] lr: 1.207e-01, eta: 5 days, 23:27:08, time: 1.486, data_time: 0.016, memory: 16628, top1_acc: 0.3674, top5_acc: 0.6183, loss_cls: 2.8481, loss: 2.8481, grad_norm: 1.9378 2021-01-23 12:11:58,054 - mmaction - INFO - Epoch [112][1260/2147] lr: 1.207e-01, eta: 5 days, 23:26:56, time: 2.467, data_time: 0.006, memory: 16628, top1_acc: 0.3696, top5_acc: 0.6254, loss_cls: 2.8434, loss: 2.8434, grad_norm: 1.9730 2021-01-23 12:12:27,934 - mmaction - INFO - Epoch [112][1280/2147] lr: 1.207e-01, eta: 5 days, 23:26:18, time: 1.493, data_time: 0.012, memory: 16628, top1_acc: 0.3750, top5_acc: 0.6241, loss_cls: 2.8857, loss: 2.8857, grad_norm: 1.9976 2021-01-23 12:12:56,795 - mmaction - INFO - Epoch [112][1300/2147] lr: 1.207e-01, eta: 5 days, 23:25:39, time: 1.443, data_time: 0.009, memory: 16628, top1_acc: 0.3719, top5_acc: 0.6161, loss_cls: 2.8681, loss: 2.8681, grad_norm: 1.9546 2021-01-23 12:13:25,950 - mmaction - INFO - Epoch [112][1320/2147] lr: 1.207e-01, eta: 5 days, 23:25:00, time: 1.463, data_time: 0.013, memory: 16628, top1_acc: 0.3518, top5_acc: 0.6138, loss_cls: 2.9321, loss: 2.9321, grad_norm: 1.9934 2021-01-23 12:13:57,394 - mmaction - INFO - Epoch [112][1340/2147] lr: 1.207e-01, eta: 5 days, 23:24:25, time: 1.569, data_time: 0.007, memory: 16628, top1_acc: 0.3853, top5_acc: 0.6295, loss_cls: 2.8624, loss: 2.8624, grad_norm: 1.9771 2021-01-23 12:14:28,332 - mmaction - INFO - Epoch [112][1360/2147] lr: 1.207e-01, eta: 5 days, 23:23:48, time: 1.538, data_time: 0.007, memory: 16628, top1_acc: 0.3571, top5_acc: 0.6161, loss_cls: 2.8848, loss: 2.8848, grad_norm: 2.0189 2021-01-23 12:14:59,219 - mmaction - INFO - Epoch [112][1380/2147] lr: 1.207e-01, eta: 5 days, 23:23:12, time: 1.558, data_time: 0.029, memory: 16628, top1_acc: 0.3652, top5_acc: 0.6098, loss_cls: 2.8823, loss: 2.8823, grad_norm: 2.0154 2021-01-23 12:15:27,972 - mmaction - INFO - Epoch [112][1400/2147] lr: 1.207e-01, eta: 5 days, 23:22:33, time: 1.436, data_time: 0.004, memory: 16628, top1_acc: 0.3612, top5_acc: 0.6103, loss_cls: 2.9139, loss: 2.9139, grad_norm: 1.9904 2021-01-23 12:15:56,919 - mmaction - INFO - Epoch [112][1420/2147] lr: 1.207e-01, eta: 5 days, 23:21:54, time: 1.448, data_time: 0.002, memory: 16628, top1_acc: 0.3603, top5_acc: 0.6089, loss_cls: 2.9147, loss: 2.9147, grad_norm: 1.9696 2021-01-23 12:16:28,557 - mmaction - INFO - Epoch [112][1440/2147] lr: 1.207e-01, eta: 5 days, 23:21:18, time: 1.582, data_time: 0.005, memory: 16628, top1_acc: 0.3563, top5_acc: 0.5955, loss_cls: 2.9415, loss: 2.9415, grad_norm: 2.0071 2021-01-23 12:16:58,815 - mmaction - INFO - Epoch [112][1460/2147] lr: 1.207e-01, eta: 5 days, 23:20:41, time: 1.512, data_time: 0.002, memory: 16628, top1_acc: 0.3853, top5_acc: 0.6326, loss_cls: 2.7877, loss: 2.7877, grad_norm: 1.8931 2021-01-23 12:17:33,146 - mmaction - INFO - Epoch [112][1480/2147] lr: 1.207e-01, eta: 5 days, 23:20:09, time: 1.717, data_time: 0.009, memory: 16628, top1_acc: 0.3513, top5_acc: 0.6094, loss_cls: 2.9339, loss: 2.9339, grad_norm: 1.9822 2021-01-23 12:18:04,584 - mmaction - INFO - Epoch [112][1500/2147] lr: 1.207e-01, eta: 5 days, 23:19:33, time: 1.565, data_time: 0.005, memory: 16628, top1_acc: 0.3567, top5_acc: 0.5893, loss_cls: 2.9638, loss: 2.9638, grad_norm: 1.9478 2021-01-23 12:18:35,419 - mmaction - INFO - Epoch [112][1520/2147] lr: 1.207e-01, eta: 5 days, 23:18:57, time: 1.547, data_time: 0.009, memory: 16628, top1_acc: 0.3549, top5_acc: 0.6286, loss_cls: 2.8691, loss: 2.8691, grad_norm: 1.9874 2021-01-23 12:19:04,151 - mmaction - INFO - Epoch [112][1540/2147] lr: 1.207e-01, eta: 5 days, 23:18:18, time: 1.439, data_time: 0.004, memory: 16628, top1_acc: 0.3647, top5_acc: 0.6254, loss_cls: 2.8615, loss: 2.8615, grad_norm: 2.0068 2021-01-23 12:19:35,550 - mmaction - INFO - Epoch [112][1560/2147] lr: 1.207e-01, eta: 5 days, 23:17:42, time: 1.568, data_time: 0.002, memory: 16628, top1_acc: 0.3482, top5_acc: 0.6183, loss_cls: 2.8892, loss: 2.8892, grad_norm: 1.9889 2021-01-23 12:20:06,597 - mmaction - INFO - Epoch [112][1580/2147] lr: 1.207e-01, eta: 5 days, 23:17:05, time: 1.545, data_time: 0.011, memory: 16628, top1_acc: 0.3696, top5_acc: 0.6228, loss_cls: 2.8760, loss: 2.8760, grad_norm: 1.9986 2021-01-23 12:20:36,387 - mmaction - INFO - Epoch [112][1600/2147] lr: 1.207e-01, eta: 5 days, 23:16:28, time: 1.498, data_time: 0.012, memory: 16628, top1_acc: 0.3705, top5_acc: 0.6366, loss_cls: 2.8576, loss: 2.8576, grad_norm: 1.9764 2021-01-23 12:21:04,954 - mmaction - INFO - Epoch [112][1620/2147] lr: 1.207e-01, eta: 5 days, 23:15:48, time: 1.430, data_time: 0.004, memory: 16628, top1_acc: 0.3638, top5_acc: 0.6129, loss_cls: 2.9130, loss: 2.9130, grad_norm: 1.9794 2021-01-23 12:21:36,331 - mmaction - INFO - Epoch [112][1640/2147] lr: 1.207e-01, eta: 5 days, 23:15:12, time: 1.566, data_time: 0.006, memory: 16628, top1_acc: 0.3571, top5_acc: 0.6071, loss_cls: 2.9025, loss: 2.9025, grad_norm: 1.9940 2021-01-23 12:22:07,280 - mmaction - INFO - Epoch [112][1660/2147] lr: 1.207e-01, eta: 5 days, 23:14:36, time: 1.551, data_time: 0.034, memory: 16628, top1_acc: 0.3589, top5_acc: 0.6152, loss_cls: 2.8843, loss: 2.8843, grad_norm: 1.9876 2021-01-23 12:22:40,298 - mmaction - INFO - Epoch [112][1680/2147] lr: 1.207e-01, eta: 5 days, 23:14:02, time: 1.646, data_time: 0.003, memory: 16628, top1_acc: 0.3589, top5_acc: 0.6071, loss_cls: 2.9332, loss: 2.9332, grad_norm: 1.9809 2021-01-23 12:23:12,774 - mmaction - INFO - Epoch [112][1700/2147] lr: 1.207e-01, eta: 5 days, 23:13:28, time: 1.621, data_time: 0.008, memory: 16628, top1_acc: 0.3607, top5_acc: 0.6196, loss_cls: 2.8629, loss: 2.8629, grad_norm: 1.9827 2021-01-23 12:23:42,766 - mmaction - INFO - Epoch [112][1720/2147] lr: 1.207e-01, eta: 5 days, 23:12:50, time: 1.497, data_time: 0.016, memory: 16628, top1_acc: 0.3647, top5_acc: 0.6179, loss_cls: 2.9242, loss: 2.9242, grad_norm: 1.9554 2021-01-23 12:24:16,100 - mmaction - INFO - Epoch [112][1740/2147] lr: 1.207e-01, eta: 5 days, 23:12:17, time: 1.666, data_time: 0.015, memory: 16628, top1_acc: 0.3665, top5_acc: 0.6188, loss_cls: 2.8485, loss: 2.8485, grad_norm: 1.9812 2021-01-23 12:24:46,340 - mmaction - INFO - Epoch [112][1760/2147] lr: 1.207e-01, eta: 5 days, 23:11:40, time: 1.515, data_time: 0.022, memory: 16628, top1_acc: 0.3687, top5_acc: 0.6254, loss_cls: 2.8539, loss: 2.8539, grad_norm: 1.9805 2021-01-23 12:25:17,425 - mmaction - INFO - Epoch [112][1780/2147] lr: 1.207e-01, eta: 5 days, 23:11:04, time: 1.555, data_time: 0.011, memory: 16628, top1_acc: 0.3741, top5_acc: 0.6411, loss_cls: 2.8085, loss: 2.8085, grad_norm: 1.9158 2021-01-23 12:25:48,421 - mmaction - INFO - Epoch [112][1800/2147] lr: 1.207e-01, eta: 5 days, 23:10:28, time: 1.555, data_time: 0.010, memory: 16628, top1_acc: 0.3795, top5_acc: 0.6330, loss_cls: 2.8229, loss: 2.8229, grad_norm: 1.9772 2021-01-23 12:26:18,499 - mmaction - INFO - Epoch [112][1820/2147] lr: 1.207e-01, eta: 5 days, 23:09:50, time: 1.505, data_time: 0.007, memory: 16628, top1_acc: 0.3647, top5_acc: 0.6179, loss_cls: 2.9112, loss: 2.9112, grad_norm: 1.9911 2021-01-23 12:26:51,531 - mmaction - INFO - Epoch [112][1840/2147] lr: 1.207e-01, eta: 5 days, 23:09:16, time: 1.651, data_time: 0.002, memory: 16628, top1_acc: 0.3549, top5_acc: 0.6174, loss_cls: 2.8948, loss: 2.8948, grad_norm: 2.0034 2021-01-23 12:27:20,290 - mmaction - INFO - Epoch [112][1860/2147] lr: 1.207e-01, eta: 5 days, 23:08:37, time: 1.438, data_time: 0.001, memory: 16628, top1_acc: 0.3687, top5_acc: 0.6308, loss_cls: 2.8505, loss: 2.8505, grad_norm: 1.9680 2021-01-23 12:27:51,521 - mmaction - INFO - Epoch [112][1880/2147] lr: 1.207e-01, eta: 5 days, 23:08:01, time: 1.558, data_time: 0.003, memory: 16628, top1_acc: 0.3844, top5_acc: 0.6424, loss_cls: 2.7725, loss: 2.7725, grad_norm: 1.9919 2021-01-23 12:28:21,910 - mmaction - INFO - Epoch [112][1900/2147] lr: 1.207e-01, eta: 5 days, 23:07:24, time: 1.521, data_time: 0.004, memory: 16628, top1_acc: 0.3643, top5_acc: 0.6210, loss_cls: 2.8739, loss: 2.8739, grad_norm: 2.0282 2021-01-23 12:28:50,660 - mmaction - INFO - Epoch [112][1920/2147] lr: 1.207e-01, eta: 5 days, 23:06:45, time: 1.428, data_time: 0.002, memory: 16628, top1_acc: 0.3638, top5_acc: 0.6165, loss_cls: 2.8915, loss: 2.8915, grad_norm: 2.0185 2021-01-23 12:29:20,057 - mmaction - INFO - Epoch [112][1940/2147] lr: 1.207e-01, eta: 5 days, 23:06:07, time: 1.481, data_time: 0.013, memory: 16628, top1_acc: 0.3607, top5_acc: 0.6281, loss_cls: 2.8324, loss: 2.8324, grad_norm: 1.9827 2021-01-23 12:29:50,783 - mmaction - INFO - Epoch [112][1960/2147] lr: 1.207e-01, eta: 5 days, 23:05:30, time: 1.535, data_time: 0.003, memory: 16628, top1_acc: 0.3661, top5_acc: 0.6321, loss_cls: 2.7957, loss: 2.7957, grad_norm: 1.9926 2021-01-23 12:30:22,185 - mmaction - INFO - Epoch [112][1980/2147] lr: 1.207e-01, eta: 5 days, 23:04:54, time: 1.572, data_time: 0.004, memory: 16628, top1_acc: 0.3549, top5_acc: 0.6071, loss_cls: 2.9409, loss: 2.9409, grad_norm: 1.9842 2021-01-23 12:30:51,932 - mmaction - INFO - Epoch [112][2000/2147] lr: 1.207e-01, eta: 5 days, 23:04:16, time: 1.485, data_time: 0.002, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6304, loss_cls: 2.8749, loss: 2.8749, grad_norm: 2.0117 2021-01-23 12:31:23,622 - mmaction - INFO - Epoch [112][2020/2147] lr: 1.207e-01, eta: 5 days, 23:03:41, time: 1.583, data_time: 0.008, memory: 16628, top1_acc: 0.3580, top5_acc: 0.6067, loss_cls: 2.9144, loss: 2.9144, grad_norm: 2.0170 2021-01-23 12:31:57,454 - mmaction - INFO - Epoch [112][2040/2147] lr: 1.207e-01, eta: 5 days, 23:03:08, time: 1.696, data_time: 0.008, memory: 16628, top1_acc: 0.3567, top5_acc: 0.6116, loss_cls: 2.9379, loss: 2.9379, grad_norm: 1.9830 2021-01-23 12:32:27,156 - mmaction - INFO - Epoch [112][2060/2147] lr: 1.207e-01, eta: 5 days, 23:02:30, time: 1.483, data_time: 0.002, memory: 16628, top1_acc: 0.3500, top5_acc: 0.5973, loss_cls: 2.9375, loss: 2.9375, grad_norm: 1.9703 2021-01-23 12:32:57,826 - mmaction - INFO - Epoch [112][2080/2147] lr: 1.207e-01, eta: 5 days, 23:01:54, time: 1.536, data_time: 0.007, memory: 16628, top1_acc: 0.3683, top5_acc: 0.6192, loss_cls: 2.8444, loss: 2.8444, grad_norm: 1.9748 2021-01-23 12:33:30,014 - mmaction - INFO - Epoch [112][2100/2147] lr: 1.207e-01, eta: 5 days, 23:01:19, time: 1.608, data_time: 0.005, memory: 16628, top1_acc: 0.3616, top5_acc: 0.6339, loss_cls: 2.8635, loss: 2.8635, grad_norm: 1.9806 2021-01-23 12:34:00,503 - mmaction - INFO - Epoch [112][2120/2147] lr: 1.207e-01, eta: 5 days, 23:00:42, time: 1.526, data_time: 0.005, memory: 16628, top1_acc: 0.3549, top5_acc: 0.6125, loss_cls: 2.9045, loss: 2.9045, grad_norm: 2.0042 2021-01-23 12:34:28,966 - mmaction - INFO - Epoch [112][2140/2147] lr: 1.207e-01, eta: 5 days, 23:00:03, time: 1.422, data_time: 0.003, memory: 16628, top1_acc: 0.3679, top5_acc: 0.6045, loss_cls: 2.9288, loss: 2.9288, grad_norm: 1.9927 2021-01-23 12:34:56,594 - mmaction - INFO - Saving checkpoint at 112 epochs 2021-01-23 12:39:36,140 - mmaction - INFO - Epoch [113][20/2147] lr: 1.195e-01, eta: 5 days, 23:04:16, time: 13.860, data_time: 12.272, memory: 16628, top1_acc: 0.3790, top5_acc: 0.6241, loss_cls: 2.8273, loss: 2.8273, grad_norm: 1.9530 2021-01-23 12:40:07,995 - mmaction - INFO - Epoch [113][40/2147] lr: 1.195e-01, eta: 5 days, 23:03:41, time: 1.596, data_time: 0.012, memory: 16628, top1_acc: 0.3621, top5_acc: 0.6201, loss_cls: 2.8618, loss: 2.8618, grad_norm: 1.9777 2021-01-23 12:40:40,141 - mmaction - INFO - Epoch [113][60/2147] lr: 1.195e-01, eta: 5 days, 23:03:06, time: 1.607, data_time: 0.007, memory: 16628, top1_acc: 0.3594, top5_acc: 0.6076, loss_cls: 2.8858, loss: 2.8858, grad_norm: 1.9825 2021-01-23 12:41:09,259 - mmaction - INFO - Epoch [113][80/2147] lr: 1.195e-01, eta: 5 days, 23:02:28, time: 1.458, data_time: 0.004, memory: 16628, top1_acc: 0.3679, top5_acc: 0.6304, loss_cls: 2.8236, loss: 2.8236, grad_norm: 1.9721 2021-01-23 12:41:39,436 - mmaction - INFO - Epoch [113][100/2147] lr: 1.195e-01, eta: 5 days, 23:01:50, time: 1.496, data_time: 0.002, memory: 16628, top1_acc: 0.3643, top5_acc: 0.6348, loss_cls: 2.8650, loss: 2.8650, grad_norm: 1.9946 2021-01-23 12:42:12,116 - mmaction - INFO - Epoch [113][120/2147] lr: 1.195e-01, eta: 5 days, 23:01:16, time: 1.640, data_time: 0.016, memory: 16628, top1_acc: 0.3679, top5_acc: 0.6210, loss_cls: 2.8270, loss: 2.8270, grad_norm: 1.9857 2021-01-23 12:42:41,053 - mmaction - INFO - Epoch [113][140/2147] lr: 1.195e-01, eta: 5 days, 23:00:37, time: 1.452, data_time: 0.011, memory: 16628, top1_acc: 0.3804, top5_acc: 0.6187, loss_cls: 2.8873, loss: 2.8873, grad_norm: 1.9743 2021-01-23 12:43:10,375 - mmaction - INFO - Epoch [113][160/2147] lr: 1.195e-01, eta: 5 days, 22:59:59, time: 1.468, data_time: 0.003, memory: 16628, top1_acc: 0.3808, top5_acc: 0.6353, loss_cls: 2.7782, loss: 2.7782, grad_norm: 1.9632 2021-01-23 12:43:39,298 - mmaction - INFO - Epoch [113][180/2147] lr: 1.195e-01, eta: 5 days, 22:59:20, time: 1.444, data_time: 0.002, memory: 16628, top1_acc: 0.3830, top5_acc: 0.6371, loss_cls: 2.7901, loss: 2.7901, grad_norm: 1.9677 2021-01-23 12:44:14,622 - mmaction - INFO - Epoch [113][200/2147] lr: 1.195e-01, eta: 5 days, 22:58:49, time: 1.757, data_time: 0.014, memory: 16628, top1_acc: 0.3857, top5_acc: 0.6496, loss_cls: 2.7467, loss: 2.7467, grad_norm: 1.9608 2021-01-23 12:44:47,130 - mmaction - INFO - Epoch [113][220/2147] lr: 1.195e-01, eta: 5 days, 22:58:15, time: 1.637, data_time: 0.020, memory: 16628, top1_acc: 0.3821, top5_acc: 0.6317, loss_cls: 2.7814, loss: 2.7814, grad_norm: 2.0084 2021-01-23 12:45:17,245 - mmaction - INFO - Epoch [113][240/2147] lr: 1.195e-01, eta: 5 days, 22:57:37, time: 1.503, data_time: 0.005, memory: 16628, top1_acc: 0.3670, top5_acc: 0.6188, loss_cls: 2.8743, loss: 2.8743, grad_norm: 1.9983 2021-01-23 12:45:51,006 - mmaction - INFO - Epoch [113][260/2147] lr: 1.195e-01, eta: 5 days, 22:57:04, time: 1.691, data_time: 0.009, memory: 16628, top1_acc: 0.3656, top5_acc: 0.6268, loss_cls: 2.8907, loss: 2.8907, grad_norm: 1.9784 2021-01-23 12:46:20,765 - mmaction - INFO - Epoch [113][280/2147] lr: 1.195e-01, eta: 5 days, 22:56:27, time: 1.486, data_time: 0.006, memory: 16628, top1_acc: 0.3692, top5_acc: 0.6250, loss_cls: 2.8798, loss: 2.8798, grad_norm: 1.9228 2021-01-23 12:46:53,633 - mmaction - INFO - Epoch [113][300/2147] lr: 1.195e-01, eta: 5 days, 22:55:53, time: 1.639, data_time: 0.010, memory: 16628, top1_acc: 0.3741, top5_acc: 0.6446, loss_cls: 2.7805, loss: 2.7805, grad_norm: 1.9487 2021-01-23 12:47:23,463 - mmaction - INFO - Epoch [113][320/2147] lr: 1.195e-01, eta: 5 days, 22:55:15, time: 1.493, data_time: 0.009, memory: 16628, top1_acc: 0.3839, top5_acc: 0.6268, loss_cls: 2.8080, loss: 2.8080, grad_norm: 1.9967 2021-01-23 12:47:55,041 - mmaction - INFO - Epoch [113][340/2147] lr: 1.195e-01, eta: 5 days, 22:54:39, time: 1.581, data_time: 0.013, memory: 16628, top1_acc: 0.3826, top5_acc: 0.6420, loss_cls: 2.7816, loss: 2.7816, grad_norm: 1.9701 2021-01-23 12:48:24,877 - mmaction - INFO - Epoch [113][360/2147] lr: 1.195e-01, eta: 5 days, 22:54:01, time: 1.490, data_time: 0.004, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6205, loss_cls: 2.8488, loss: 2.8488, grad_norm: 1.9944 2021-01-23 12:48:54,920 - mmaction - INFO - Epoch [113][380/2147] lr: 1.195e-01, eta: 5 days, 22:53:24, time: 1.503, data_time: 0.009, memory: 16628, top1_acc: 0.3750, top5_acc: 0.6335, loss_cls: 2.8461, loss: 2.8461, grad_norm: 1.9725 2021-01-23 12:49:25,309 - mmaction - INFO - Epoch [113][400/2147] lr: 1.195e-01, eta: 5 days, 22:52:47, time: 1.521, data_time: 0.003, memory: 16628, top1_acc: 0.3924, top5_acc: 0.6362, loss_cls: 2.7706, loss: 2.7706, grad_norm: 1.9852 2021-01-23 12:49:56,779 - mmaction - INFO - Epoch [113][420/2147] lr: 1.195e-01, eta: 5 days, 22:52:11, time: 1.572, data_time: 0.002, memory: 16628, top1_acc: 0.3705, top5_acc: 0.6250, loss_cls: 2.8451, loss: 2.8451, grad_norm: 2.0478 2021-01-23 12:50:25,726 - mmaction - INFO - Epoch [113][440/2147] lr: 1.195e-01, eta: 5 days, 22:51:32, time: 1.448, data_time: 0.004, memory: 16628, top1_acc: 0.3777, top5_acc: 0.6196, loss_cls: 2.8946, loss: 2.8946, grad_norm: 1.9934 2021-01-23 12:50:56,534 - mmaction - INFO - Epoch [113][460/2147] lr: 1.195e-01, eta: 5 days, 22:50:56, time: 1.536, data_time: 0.003, memory: 16628, top1_acc: 0.3478, top5_acc: 0.6161, loss_cls: 2.9206, loss: 2.9206, grad_norm: 1.9731 2021-01-23 12:51:25,342 - mmaction - INFO - Epoch [113][480/2147] lr: 1.195e-01, eta: 5 days, 22:50:17, time: 1.445, data_time: 0.007, memory: 16628, top1_acc: 0.3652, top5_acc: 0.6277, loss_cls: 2.8680, loss: 2.8680, grad_norm: 1.9814 2021-01-23 12:52:01,956 - mmaction - INFO - Epoch [113][500/2147] lr: 1.195e-01, eta: 5 days, 22:49:48, time: 1.828, data_time: 0.001, memory: 16628, top1_acc: 0.3683, top5_acc: 0.6388, loss_cls: 2.8056, loss: 2.8056, grad_norm: 2.0327 2021-01-23 12:52:32,729 - mmaction - INFO - Epoch [113][520/2147] lr: 1.195e-01, eta: 5 days, 22:49:11, time: 1.537, data_time: 0.004, memory: 16628, top1_acc: 0.3710, top5_acc: 0.6308, loss_cls: 2.8582, loss: 2.8582, grad_norm: 2.0014 2021-01-23 12:53:03,920 - mmaction - INFO - Epoch [113][540/2147] lr: 1.195e-01, eta: 5 days, 22:48:35, time: 1.563, data_time: 0.008, memory: 16628, top1_acc: 0.3719, top5_acc: 0.6393, loss_cls: 2.7956, loss: 2.7956, grad_norm: 1.9899 2021-01-23 12:53:32,553 - mmaction - INFO - Epoch [113][560/2147] lr: 1.195e-01, eta: 5 days, 22:47:56, time: 1.432, data_time: 0.003, memory: 16628, top1_acc: 0.3835, top5_acc: 0.6201, loss_cls: 2.8458, loss: 2.8458, grad_norm: 1.9986 2021-01-23 12:54:02,114 - mmaction - INFO - Epoch [113][580/2147] lr: 1.195e-01, eta: 5 days, 22:47:17, time: 1.471, data_time: 0.004, memory: 16628, top1_acc: 0.3683, top5_acc: 0.6219, loss_cls: 2.8170, loss: 2.8170, grad_norm: 2.0093 2021-01-23 12:54:33,021 - mmaction - INFO - Epoch [113][600/2147] lr: 1.195e-01, eta: 5 days, 22:46:41, time: 1.551, data_time: 0.009, memory: 16628, top1_acc: 0.3710, top5_acc: 0.6286, loss_cls: 2.8103, loss: 2.8103, grad_norm: 1.9877 2021-01-23 12:55:08,525 - mmaction - INFO - Epoch [113][620/2147] lr: 1.195e-01, eta: 5 days, 22:46:11, time: 1.772, data_time: 0.010, memory: 16628, top1_acc: 0.3674, top5_acc: 0.6205, loss_cls: 2.8713, loss: 2.8713, grad_norm: 2.0676 2021-01-23 12:55:39,405 - mmaction - INFO - Epoch [113][640/2147] lr: 1.195e-01, eta: 5 days, 22:45:34, time: 1.548, data_time: 0.016, memory: 16628, top1_acc: 0.3719, top5_acc: 0.6170, loss_cls: 2.8428, loss: 2.8428, grad_norm: 1.9975 2021-01-23 12:56:13,088 - mmaction - INFO - Epoch [113][660/2147] lr: 1.195e-01, eta: 5 days, 22:45:01, time: 1.678, data_time: 0.004, memory: 16628, top1_acc: 0.3786, top5_acc: 0.6170, loss_cls: 2.8502, loss: 2.8502, grad_norm: 1.9509 2021-01-23 12:56:53,795 - mmaction - INFO - Epoch [113][680/2147] lr: 1.195e-01, eta: 5 days, 22:44:38, time: 2.043, data_time: 0.018, memory: 16628, top1_acc: 0.3621, top5_acc: 0.6237, loss_cls: 2.8369, loss: 2.8369, grad_norm: 1.9521 2021-01-23 12:57:22,391 - mmaction - INFO - Epoch [113][700/2147] lr: 1.195e-01, eta: 5 days, 22:43:58, time: 1.426, data_time: 0.006, memory: 16628, top1_acc: 0.3647, top5_acc: 0.6259, loss_cls: 2.8592, loss: 2.8592, grad_norm: 2.0001 2021-01-23 12:57:54,410 - mmaction - INFO - Epoch [113][720/2147] lr: 1.195e-01, eta: 5 days, 22:43:23, time: 1.600, data_time: 0.013, memory: 16628, top1_acc: 0.3549, top5_acc: 0.6205, loss_cls: 2.8859, loss: 2.8859, grad_norm: 1.9632 2021-01-23 12:58:24,824 - mmaction - INFO - Epoch [113][740/2147] lr: 1.195e-01, eta: 5 days, 22:42:46, time: 1.521, data_time: 0.010, memory: 16628, top1_acc: 0.3821, top5_acc: 0.6393, loss_cls: 2.7704, loss: 2.7704, grad_norm: 1.9509 2021-01-23 12:58:55,601 - mmaction - INFO - Epoch [113][760/2147] lr: 1.195e-01, eta: 5 days, 22:42:09, time: 1.539, data_time: 0.007, memory: 16628, top1_acc: 0.3701, top5_acc: 0.6371, loss_cls: 2.7912, loss: 2.7912, grad_norm: 1.9861 2021-01-23 12:59:27,714 - mmaction - INFO - Epoch [113][780/2147] lr: 1.195e-01, eta: 5 days, 22:41:35, time: 1.601, data_time: 0.009, memory: 16628, top1_acc: 0.3679, top5_acc: 0.6147, loss_cls: 2.8749, loss: 2.8749, grad_norm: 2.0229 2021-01-23 12:59:58,755 - mmaction - INFO - Epoch [113][800/2147] lr: 1.195e-01, eta: 5 days, 22:40:58, time: 1.559, data_time: 0.010, memory: 16628, top1_acc: 0.3638, top5_acc: 0.6196, loss_cls: 2.8481, loss: 2.8481, grad_norm: 1.9662 2021-01-23 13:00:30,313 - mmaction - INFO - Epoch [113][820/2147] lr: 1.195e-01, eta: 5 days, 22:40:23, time: 1.569, data_time: 0.004, memory: 16628, top1_acc: 0.3656, top5_acc: 0.6259, loss_cls: 2.8380, loss: 2.8380, grad_norm: 2.0393 2021-01-23 13:00:59,257 - mmaction - INFO - Epoch [113][840/2147] lr: 1.195e-01, eta: 5 days, 22:39:44, time: 1.456, data_time: 0.014, memory: 16628, top1_acc: 0.3737, top5_acc: 0.6317, loss_cls: 2.8261, loss: 2.8261, grad_norm: 1.9702 2021-01-23 13:01:29,608 - mmaction - INFO - Epoch [113][860/2147] lr: 1.195e-01, eta: 5 days, 22:39:07, time: 1.517, data_time: 0.005, memory: 16628, top1_acc: 0.3897, top5_acc: 0.6321, loss_cls: 2.7716, loss: 2.7716, grad_norm: 1.9084 2021-01-23 13:01:59,293 - mmaction - INFO - Epoch [113][880/2147] lr: 1.195e-01, eta: 5 days, 22:38:29, time: 1.487, data_time: 0.011, memory: 16628, top1_acc: 0.3705, top5_acc: 0.6388, loss_cls: 2.7941, loss: 2.7941, grad_norm: 1.9177 2021-01-23 13:02:28,376 - mmaction - INFO - Epoch [113][900/2147] lr: 1.195e-01, eta: 5 days, 22:37:50, time: 1.447, data_time: 0.004, memory: 16628, top1_acc: 0.3728, top5_acc: 0.6246, loss_cls: 2.8389, loss: 2.8389, grad_norm: 1.9759 2021-01-23 13:02:57,383 - mmaction - INFO - Epoch [113][920/2147] lr: 1.195e-01, eta: 5 days, 22:37:11, time: 1.455, data_time: 0.011, memory: 16628, top1_acc: 0.3710, top5_acc: 0.6259, loss_cls: 2.8151, loss: 2.8151, grad_norm: 1.9828 2021-01-23 13:03:26,285 - mmaction - INFO - Epoch [113][940/2147] lr: 1.195e-01, eta: 5 days, 22:36:33, time: 1.445, data_time: 0.005, memory: 16628, top1_acc: 0.3482, top5_acc: 0.6116, loss_cls: 2.9092, loss: 2.9092, grad_norm: 2.0089 2021-01-23 13:03:55,031 - mmaction - INFO - Epoch [113][960/2147] lr: 1.195e-01, eta: 5 days, 22:35:53, time: 1.436, data_time: 0.008, memory: 16628, top1_acc: 0.3594, top5_acc: 0.6219, loss_cls: 2.8975, loss: 2.8975, grad_norm: 1.9956 2021-01-23 13:04:23,530 - mmaction - INFO - Epoch [113][980/2147] lr: 1.195e-01, eta: 5 days, 22:35:14, time: 1.426, data_time: 0.004, memory: 16628, top1_acc: 0.3679, top5_acc: 0.6188, loss_cls: 2.8984, loss: 2.8984, grad_norm: 1.9421 2021-01-23 13:04:55,261 - mmaction - INFO - Epoch [113][1000/2147] lr: 1.195e-01, eta: 5 days, 22:34:39, time: 1.585, data_time: 0.003, memory: 16628, top1_acc: 0.3786, top5_acc: 0.6357, loss_cls: 2.8423, loss: 2.8423, grad_norm: 1.9107 2021-01-23 13:05:26,386 - mmaction - INFO - Epoch [113][1020/2147] lr: 1.195e-01, eta: 5 days, 22:34:02, time: 1.550, data_time: 0.008, memory: 16628, top1_acc: 0.3754, top5_acc: 0.6246, loss_cls: 2.8664, loss: 2.8664, grad_norm: 1.9760 2021-01-23 13:05:55,458 - mmaction - INFO - Epoch [113][1040/2147] lr: 1.195e-01, eta: 5 days, 22:33:24, time: 1.458, data_time: 0.012, memory: 16628, top1_acc: 0.3786, top5_acc: 0.6219, loss_cls: 2.8268, loss: 2.8268, grad_norm: 1.9915 2021-01-23 13:06:26,624 - mmaction - INFO - Epoch [113][1060/2147] lr: 1.195e-01, eta: 5 days, 22:32:48, time: 1.562, data_time: 0.012, memory: 16628, top1_acc: 0.3482, top5_acc: 0.6205, loss_cls: 2.9327, loss: 2.9327, grad_norm: 2.0543 2021-01-23 13:06:57,662 - mmaction - INFO - Epoch [113][1080/2147] lr: 1.195e-01, eta: 5 days, 22:32:12, time: 1.554, data_time: 0.005, memory: 16628, top1_acc: 0.3576, top5_acc: 0.6089, loss_cls: 2.9419, loss: 2.9419, grad_norm: 2.0142 2021-01-23 13:07:29,822 - mmaction - INFO - Epoch [113][1100/2147] lr: 1.195e-01, eta: 5 days, 22:31:37, time: 1.606, data_time: 0.003, memory: 16628, top1_acc: 0.3714, top5_acc: 0.6107, loss_cls: 2.8908, loss: 2.8908, grad_norm: 1.9942 2021-01-23 13:08:00,367 - mmaction - INFO - Epoch [113][1120/2147] lr: 1.195e-01, eta: 5 days, 22:31:00, time: 1.527, data_time: 0.008, memory: 16628, top1_acc: 0.3549, top5_acc: 0.6000, loss_cls: 2.9081, loss: 2.9081, grad_norm: 1.9902 2021-01-23 13:08:33,084 - mmaction - INFO - Epoch [113][1140/2147] lr: 1.195e-01, eta: 5 days, 22:30:26, time: 1.632, data_time: 0.004, memory: 16628, top1_acc: 0.3567, top5_acc: 0.6076, loss_cls: 2.9230, loss: 2.9230, grad_norm: 2.0114 2021-01-23 13:09:03,027 - mmaction - INFO - Epoch [113][1160/2147] lr: 1.195e-01, eta: 5 days, 22:29:48, time: 1.504, data_time: 0.009, memory: 16628, top1_acc: 0.3696, top5_acc: 0.6161, loss_cls: 2.8981, loss: 2.8981, grad_norm: 2.0180 2021-01-23 13:09:32,390 - mmaction - INFO - Epoch [113][1180/2147] lr: 1.195e-01, eta: 5 days, 22:29:10, time: 1.467, data_time: 0.003, memory: 16628, top1_acc: 0.3696, top5_acc: 0.6098, loss_cls: 2.9144, loss: 2.9144, grad_norm: 2.0262 2021-01-23 13:10:03,410 - mmaction - INFO - Epoch [113][1200/2147] lr: 1.195e-01, eta: 5 days, 22:28:34, time: 1.548, data_time: 0.007, memory: 16628, top1_acc: 0.3647, top5_acc: 0.6085, loss_cls: 2.9193, loss: 2.9193, grad_norm: 1.9538 2021-01-23 13:10:32,710 - mmaction - INFO - Epoch [113][1220/2147] lr: 1.195e-01, eta: 5 days, 22:27:55, time: 1.467, data_time: 0.009, memory: 16628, top1_acc: 0.3804, top5_acc: 0.6348, loss_cls: 2.8337, loss: 2.8337, grad_norm: 1.9793 2021-01-23 13:11:02,144 - mmaction - INFO - Epoch [113][1240/2147] lr: 1.195e-01, eta: 5 days, 22:27:17, time: 1.472, data_time: 0.004, memory: 16628, top1_acc: 0.3781, top5_acc: 0.6263, loss_cls: 2.8312, loss: 2.8312, grad_norm: 1.9990 2021-01-23 13:11:36,370 - mmaction - INFO - Epoch [113][1260/2147] lr: 1.195e-01, eta: 5 days, 22:26:45, time: 1.710, data_time: 0.010, memory: 16628, top1_acc: 0.3504, top5_acc: 0.6045, loss_cls: 2.9145, loss: 2.9145, grad_norm: 2.0050 2021-01-23 13:12:09,372 - mmaction - INFO - Epoch [113][1280/2147] lr: 1.195e-01, eta: 5 days, 22:26:11, time: 1.650, data_time: 0.008, memory: 16628, top1_acc: 0.3451, top5_acc: 0.6170, loss_cls: 2.9341, loss: 2.9341, grad_norm: 2.0091 2021-01-23 13:12:45,175 - mmaction - INFO - Epoch [113][1300/2147] lr: 1.195e-01, eta: 5 days, 22:25:41, time: 1.786, data_time: 0.014, memory: 16628, top1_acc: 0.3638, top5_acc: 0.6219, loss_cls: 2.8553, loss: 2.8553, grad_norm: 1.9566 2021-01-23 13:13:19,346 - mmaction - INFO - Epoch [113][1320/2147] lr: 1.195e-01, eta: 5 days, 22:25:09, time: 1.716, data_time: 0.011, memory: 16628, top1_acc: 0.3500, top5_acc: 0.6156, loss_cls: 2.9173, loss: 2.9173, grad_norm: 2.0294 2021-01-23 13:13:53,635 - mmaction - INFO - Epoch [113][1340/2147] lr: 1.195e-01, eta: 5 days, 22:24:37, time: 1.709, data_time: 0.013, memory: 16628, top1_acc: 0.3478, top5_acc: 0.6237, loss_cls: 2.8703, loss: 2.8703, grad_norm: 2.0054 2021-01-23 13:14:25,402 - mmaction - INFO - Epoch [113][1360/2147] lr: 1.195e-01, eta: 5 days, 22:24:01, time: 1.587, data_time: 0.012, memory: 16628, top1_acc: 0.3527, top5_acc: 0.6045, loss_cls: 2.8953, loss: 2.8953, grad_norm: 2.0575 2021-01-23 13:14:55,249 - mmaction - INFO - Epoch [113][1380/2147] lr: 1.195e-01, eta: 5 days, 22:23:24, time: 1.499, data_time: 0.010, memory: 16628, top1_acc: 0.3629, top5_acc: 0.6000, loss_cls: 2.9295, loss: 2.9295, grad_norm: 1.9932 2021-01-23 13:15:26,077 - mmaction - INFO - Epoch [113][1400/2147] lr: 1.195e-01, eta: 5 days, 22:22:47, time: 1.541, data_time: 0.003, memory: 16628, top1_acc: 0.3616, top5_acc: 0.6196, loss_cls: 2.8422, loss: 2.8422, grad_norm: 1.9381 2021-01-23 13:15:59,828 - mmaction - INFO - Epoch [113][1420/2147] lr: 1.195e-01, eta: 5 days, 22:22:14, time: 1.682, data_time: 0.005, memory: 16628, top1_acc: 0.3790, top5_acc: 0.6272, loss_cls: 2.8225, loss: 2.8225, grad_norm: 1.9941 2021-01-23 13:16:37,530 - mmaction - INFO - Epoch [113][1440/2147] lr: 1.195e-01, eta: 5 days, 22:21:47, time: 1.888, data_time: 0.013, memory: 16628, top1_acc: 0.3478, top5_acc: 0.6004, loss_cls: 2.9335, loss: 2.9335, grad_norm: 2.0047 2021-01-23 13:17:10,270 - mmaction - INFO - Epoch [113][1460/2147] lr: 1.195e-01, eta: 5 days, 22:21:13, time: 1.640, data_time: 0.009, memory: 16628, top1_acc: 0.3763, top5_acc: 0.6156, loss_cls: 2.8753, loss: 2.8753, grad_norm: 1.9601 2021-01-23 13:17:41,618 - mmaction - INFO - Epoch [113][1480/2147] lr: 1.195e-01, eta: 5 days, 22:20:37, time: 1.566, data_time: 0.005, memory: 16628, top1_acc: 0.3866, top5_acc: 0.6304, loss_cls: 2.8096, loss: 2.8096, grad_norm: 1.9432 2021-01-23 13:18:14,216 - mmaction - INFO - Epoch [113][1500/2147] lr: 1.195e-01, eta: 5 days, 22:20:03, time: 1.629, data_time: 0.008, memory: 16628, top1_acc: 0.3737, top5_acc: 0.6062, loss_cls: 2.8868, loss: 2.8868, grad_norm: 1.9748 2021-01-23 13:18:44,988 - mmaction - INFO - Epoch [113][1520/2147] lr: 1.195e-01, eta: 5 days, 22:19:26, time: 1.541, data_time: 0.005, memory: 16628, top1_acc: 0.3732, top5_acc: 0.6187, loss_cls: 2.8291, loss: 2.8291, grad_norm: 2.0107 2021-01-23 13:19:15,004 - mmaction - INFO - Epoch [113][1540/2147] lr: 1.195e-01, eta: 5 days, 22:18:49, time: 1.495, data_time: 0.004, memory: 16628, top1_acc: 0.3621, top5_acc: 0.6312, loss_cls: 2.8408, loss: 2.8408, grad_norm: 2.0099 2021-01-23 13:19:43,970 - mmaction - INFO - Epoch [113][1560/2147] lr: 1.195e-01, eta: 5 days, 22:18:10, time: 1.454, data_time: 0.011, memory: 16628, top1_acc: 0.3683, top5_acc: 0.6366, loss_cls: 2.7373, loss: 2.7373, grad_norm: 1.9805 2021-01-23 13:20:15,075 - mmaction - INFO - Epoch [113][1580/2147] lr: 1.195e-01, eta: 5 days, 22:17:34, time: 1.553, data_time: 0.004, memory: 16628, top1_acc: 0.3781, top5_acc: 0.6241, loss_cls: 2.8053, loss: 2.8053, grad_norm: 1.9779 2021-01-23 13:20:44,705 - mmaction - INFO - Epoch [113][1600/2147] lr: 1.195e-01, eta: 5 days, 22:16:56, time: 1.480, data_time: 0.006, memory: 16628, top1_acc: 0.3625, top5_acc: 0.6138, loss_cls: 2.8877, loss: 2.8877, grad_norm: 2.0228 2021-01-23 13:21:14,737 - mmaction - INFO - Epoch [113][1620/2147] lr: 1.195e-01, eta: 5 days, 22:16:18, time: 1.504, data_time: 0.010, memory: 16628, top1_acc: 0.3705, top5_acc: 0.6250, loss_cls: 2.8188, loss: 2.8188, grad_norm: 1.9630 2021-01-23 13:21:52,184 - mmaction - INFO - Epoch [113][1640/2147] lr: 1.195e-01, eta: 5 days, 22:15:50, time: 1.874, data_time: 0.013, memory: 16628, top1_acc: 0.3830, top5_acc: 0.6312, loss_cls: 2.8058, loss: 2.8058, grad_norm: 1.9858 2021-01-23 13:22:23,136 - mmaction - INFO - Epoch [113][1660/2147] lr: 1.195e-01, eta: 5 days, 22:15:14, time: 1.545, data_time: 0.005, memory: 16628, top1_acc: 0.3558, top5_acc: 0.6268, loss_cls: 2.8674, loss: 2.8674, grad_norm: 2.0452 2021-01-23 13:22:55,712 - mmaction - INFO - Epoch [113][1680/2147] lr: 1.195e-01, eta: 5 days, 22:14:40, time: 1.625, data_time: 0.008, memory: 16628, top1_acc: 0.3661, top5_acc: 0.6196, loss_cls: 2.8703, loss: 2.8703, grad_norm: 1.9878 2021-01-23 13:23:24,466 - mmaction - INFO - Epoch [113][1700/2147] lr: 1.195e-01, eta: 5 days, 22:14:01, time: 1.443, data_time: 0.011, memory: 16628, top1_acc: 0.3643, top5_acc: 0.6246, loss_cls: 2.8335, loss: 2.8335, grad_norm: 1.9489 2021-01-23 13:23:55,404 - mmaction - INFO - Epoch [113][1720/2147] lr: 1.195e-01, eta: 5 days, 22:13:24, time: 1.547, data_time: 0.003, memory: 16628, top1_acc: 0.3737, top5_acc: 0.6237, loss_cls: 2.8388, loss: 2.8388, grad_norm: 1.9530 2021-01-23 13:24:25,591 - mmaction - INFO - Epoch [113][1740/2147] lr: 1.195e-01, eta: 5 days, 22:12:47, time: 1.510, data_time: 0.004, memory: 16628, top1_acc: 0.3728, top5_acc: 0.6188, loss_cls: 2.8587, loss: 2.8587, grad_norm: 2.0086 2021-01-23 13:24:54,684 - mmaction - INFO - Epoch [113][1760/2147] lr: 1.195e-01, eta: 5 days, 22:12:08, time: 1.452, data_time: 0.002, memory: 16628, top1_acc: 0.3487, top5_acc: 0.6004, loss_cls: 2.9127, loss: 2.9127, grad_norm: 1.9534 2021-01-23 13:25:25,184 - mmaction - INFO - Epoch [113][1780/2147] lr: 1.195e-01, eta: 5 days, 22:11:32, time: 1.528, data_time: 0.005, memory: 16628, top1_acc: 0.3692, top5_acc: 0.6286, loss_cls: 2.8877, loss: 2.8877, grad_norm: 1.9784 2021-01-23 13:25:56,625 - mmaction - INFO - Epoch [113][1800/2147] lr: 1.195e-01, eta: 5 days, 22:10:56, time: 1.571, data_time: 0.003, memory: 16628, top1_acc: 0.3737, top5_acc: 0.6219, loss_cls: 2.8674, loss: 2.8674, grad_norm: 1.9763 2021-01-23 13:26:25,435 - mmaction - INFO - Epoch [113][1820/2147] lr: 1.195e-01, eta: 5 days, 22:10:17, time: 1.441, data_time: 0.007, memory: 16628, top1_acc: 0.3647, top5_acc: 0.6299, loss_cls: 2.8311, loss: 2.8311, grad_norm: 1.9933 2021-01-23 13:26:58,297 - mmaction - INFO - Epoch [113][1840/2147] lr: 1.195e-01, eta: 5 days, 22:09:43, time: 1.643, data_time: 0.002, memory: 16628, top1_acc: 0.3777, top5_acc: 0.6165, loss_cls: 2.8670, loss: 2.8670, grad_norm: 1.9534 2021-01-23 13:27:27,913 - mmaction - INFO - Epoch [113][1860/2147] lr: 1.195e-01, eta: 5 days, 22:09:05, time: 1.479, data_time: 0.005, memory: 16628, top1_acc: 0.3808, top5_acc: 0.6299, loss_cls: 2.8610, loss: 2.8610, grad_norm: 1.9463 2021-01-23 13:27:58,247 - mmaction - INFO - Epoch [113][1880/2147] lr: 1.195e-01, eta: 5 days, 22:08:28, time: 1.518, data_time: 0.010, memory: 16628, top1_acc: 0.3429, top5_acc: 0.5991, loss_cls: 2.9635, loss: 2.9635, grad_norm: 2.0194 2021-01-23 13:28:27,518 - mmaction - INFO - Epoch [113][1900/2147] lr: 1.195e-01, eta: 5 days, 22:07:49, time: 1.459, data_time: 0.004, memory: 16628, top1_acc: 0.3714, top5_acc: 0.6174, loss_cls: 2.8991, loss: 2.8991, grad_norm: 1.9257 2021-01-23 13:28:56,465 - mmaction - INFO - Epoch [113][1920/2147] lr: 1.195e-01, eta: 5 days, 22:07:11, time: 1.453, data_time: 0.010, memory: 16628, top1_acc: 0.3594, top5_acc: 0.6308, loss_cls: 2.9182, loss: 2.9182, grad_norm: 1.9780 2021-01-23 13:29:27,278 - mmaction - INFO - Epoch [113][1940/2147] lr: 1.195e-01, eta: 5 days, 22:06:34, time: 1.539, data_time: 0.002, memory: 16628, top1_acc: 0.3665, top5_acc: 0.6326, loss_cls: 2.8411, loss: 2.8411, grad_norm: 2.0271 2021-01-23 13:30:06,987 - mmaction - INFO - Epoch [113][1960/2147] lr: 1.195e-01, eta: 5 days, 22:06:09, time: 1.982, data_time: 0.009, memory: 16628, top1_acc: 0.3621, top5_acc: 0.6228, loss_cls: 2.8794, loss: 2.8794, grad_norm: 1.9878 2021-01-23 13:30:39,366 - mmaction - INFO - Epoch [113][1980/2147] lr: 1.195e-01, eta: 5 days, 22:05:35, time: 1.624, data_time: 0.019, memory: 16628, top1_acc: 0.3558, top5_acc: 0.6107, loss_cls: 2.9130, loss: 2.9130, grad_norm: 2.0417 2021-01-23 13:31:10,485 - mmaction - INFO - Epoch [113][2000/2147] lr: 1.195e-01, eta: 5 days, 22:04:58, time: 1.548, data_time: 0.002, memory: 16628, top1_acc: 0.3504, top5_acc: 0.6067, loss_cls: 2.9315, loss: 2.9315, grad_norm: 1.9446 2021-01-23 13:31:43,834 - mmaction - INFO - Epoch [113][2020/2147] lr: 1.195e-01, eta: 5 days, 22:04:24, time: 1.620, data_time: 0.011, memory: 16628, top1_acc: 0.3513, top5_acc: 0.6080, loss_cls: 2.8809, loss: 2.8809, grad_norm: 1.9294 2021-01-23 13:32:14,317 - mmaction - INFO - Epoch [113][2040/2147] lr: 1.195e-01, eta: 5 days, 22:03:48, time: 1.571, data_time: 0.116, memory: 16628, top1_acc: 0.3594, top5_acc: 0.6241, loss_cls: 2.9055, loss: 2.9055, grad_norm: 1.9934 2021-01-23 13:32:45,547 - mmaction - INFO - Epoch [113][2060/2147] lr: 1.195e-01, eta: 5 days, 22:03:12, time: 1.567, data_time: 0.013, memory: 16628, top1_acc: 0.3714, top5_acc: 0.6188, loss_cls: 2.8384, loss: 2.8384, grad_norm: 1.9690 2021-01-23 13:33:16,333 - mmaction - INFO - Epoch [113][2080/2147] lr: 1.195e-01, eta: 5 days, 22:02:36, time: 1.539, data_time: 0.005, memory: 16628, top1_acc: 0.3647, top5_acc: 0.6263, loss_cls: 2.8834, loss: 2.8834, grad_norm: 2.0067 2021-01-23 13:33:47,770 - mmaction - INFO - Epoch [113][2100/2147] lr: 1.195e-01, eta: 5 days, 22:02:00, time: 1.574, data_time: 0.005, memory: 16628, top1_acc: 0.3607, top5_acc: 0.6214, loss_cls: 2.8783, loss: 2.8783, grad_norm: 1.9896 2021-01-23 13:34:16,278 - mmaction - INFO - Epoch [113][2120/2147] lr: 1.195e-01, eta: 5 days, 22:01:21, time: 1.426, data_time: 0.003, memory: 16628, top1_acc: 0.3661, top5_acc: 0.6210, loss_cls: 2.8856, loss: 2.8856, grad_norm: 1.9944 2021-01-23 13:34:45,186 - mmaction - INFO - Epoch [113][2140/2147] lr: 1.195e-01, eta: 5 days, 22:00:42, time: 1.444, data_time: 0.005, memory: 16628, top1_acc: 0.3687, top5_acc: 0.6223, loss_cls: 2.8694, loss: 2.8694, grad_norm: 2.0483 2021-01-23 13:40:26,584 - mmaction - INFO - Epoch [114][20/2147] lr: 1.183e-01, eta: 5 days, 22:05:30, time: 15.411, data_time: 13.777, memory: 16628, top1_acc: 0.3656, top5_acc: 0.6437, loss_cls: 2.7756, loss: 2.7756, grad_norm: 1.9921 2021-01-23 13:40:59,313 - mmaction - INFO - Epoch [114][40/2147] lr: 1.183e-01, eta: 5 days, 22:04:56, time: 1.630, data_time: 0.007, memory: 16628, top1_acc: 0.3728, top5_acc: 0.6272, loss_cls: 2.8568, loss: 2.8568, grad_norm: 2.0478 2021-01-23 13:41:30,938 - mmaction - INFO - Epoch [114][60/2147] lr: 1.183e-01, eta: 5 days, 22:04:21, time: 1.586, data_time: 0.017, memory: 16628, top1_acc: 0.3679, top5_acc: 0.6268, loss_cls: 2.8465, loss: 2.8465, grad_norm: 2.0427 2021-01-23 13:42:09,625 - mmaction - INFO - Epoch [114][80/2147] lr: 1.183e-01, eta: 5 days, 22:03:54, time: 1.938, data_time: 0.015, memory: 16628, top1_acc: 0.3777, top5_acc: 0.6344, loss_cls: 2.7915, loss: 2.7915, grad_norm: 1.9887 2021-01-23 13:42:39,099 - mmaction - INFO - Epoch [114][100/2147] lr: 1.183e-01, eta: 5 days, 22:03:16, time: 1.471, data_time: 0.007, memory: 16628, top1_acc: 0.3790, top5_acc: 0.6420, loss_cls: 2.7853, loss: 2.7853, grad_norm: 2.0185 2021-01-23 13:43:08,328 - mmaction - INFO - Epoch [114][120/2147] lr: 1.183e-01, eta: 5 days, 22:02:37, time: 1.460, data_time: 0.006, memory: 16628, top1_acc: 0.3893, top5_acc: 0.6429, loss_cls: 2.7310, loss: 2.7310, grad_norm: 2.0142 2021-01-23 13:43:38,714 - mmaction - INFO - Epoch [114][140/2147] lr: 1.183e-01, eta: 5 days, 22:02:00, time: 1.518, data_time: 0.014, memory: 16628, top1_acc: 0.3647, top5_acc: 0.6228, loss_cls: 2.8542, loss: 2.8542, grad_norm: 2.0259 2021-01-23 13:44:10,050 - mmaction - INFO - Epoch [114][160/2147] lr: 1.183e-01, eta: 5 days, 22:01:24, time: 1.567, data_time: 0.010, memory: 16628, top1_acc: 0.3772, top5_acc: 0.6254, loss_cls: 2.7998, loss: 2.7998, grad_norm: 1.9641 2021-01-23 13:44:42,588 - mmaction - INFO - Epoch [114][180/2147] lr: 1.183e-01, eta: 5 days, 22:00:50, time: 1.623, data_time: 0.016, memory: 16628, top1_acc: 0.3795, top5_acc: 0.6281, loss_cls: 2.7845, loss: 2.7845, grad_norm: 1.9918 2021-01-23 13:45:13,262 - mmaction - INFO - Epoch [114][200/2147] lr: 1.183e-01, eta: 5 days, 22:00:13, time: 1.537, data_time: 0.014, memory: 16628, top1_acc: 0.3701, top5_acc: 0.6098, loss_cls: 2.9189, loss: 2.9189, grad_norm: 2.0029 2021-01-23 13:45:43,494 - mmaction - INFO - Epoch [114][220/2147] lr: 1.183e-01, eta: 5 days, 21:59:36, time: 1.511, data_time: 0.008, memory: 16628, top1_acc: 0.3799, top5_acc: 0.6388, loss_cls: 2.7646, loss: 2.7646, grad_norm: 1.9928 2021-01-23 13:46:12,755 - mmaction - INFO - Epoch [114][240/2147] lr: 1.183e-01, eta: 5 days, 21:58:58, time: 1.467, data_time: 0.013, memory: 16628, top1_acc: 0.3821, top5_acc: 0.6281, loss_cls: 2.7837, loss: 2.7837, grad_norm: 2.0419 2021-01-23 13:46:45,670 - mmaction - INFO - Epoch [114][260/2147] lr: 1.183e-01, eta: 5 days, 21:58:24, time: 1.643, data_time: 0.010, memory: 16628, top1_acc: 0.3612, top5_acc: 0.6259, loss_cls: 2.8314, loss: 2.8314, grad_norm: 2.0427 2021-01-23 13:47:17,376 - mmaction - INFO - Epoch [114][280/2147] lr: 1.183e-01, eta: 5 days, 21:57:49, time: 1.586, data_time: 0.007, memory: 16628, top1_acc: 0.3661, top5_acc: 0.6317, loss_cls: 2.8347, loss: 2.8347, grad_norm: 2.0075 2021-01-23 13:47:48,072 - mmaction - INFO - Epoch [114][300/2147] lr: 1.183e-01, eta: 5 days, 21:57:12, time: 1.535, data_time: 0.006, memory: 16628, top1_acc: 0.3835, top5_acc: 0.6237, loss_cls: 2.8127, loss: 2.8127, grad_norm: 1.9883 2021-01-23 13:48:19,105 - mmaction - INFO - Epoch [114][320/2147] lr: 1.183e-01, eta: 5 days, 21:56:36, time: 1.550, data_time: 0.010, memory: 16628, top1_acc: 0.3719, top5_acc: 0.6335, loss_cls: 2.7883, loss: 2.7883, grad_norm: 1.9660 2021-01-23 13:48:50,258 - mmaction - INFO - Epoch [114][340/2147] lr: 1.183e-01, eta: 5 days, 21:56:00, time: 1.560, data_time: 0.007, memory: 16628, top1_acc: 0.3554, top5_acc: 0.6228, loss_cls: 2.8460, loss: 2.8460, grad_norm: 2.0286 2021-01-23 13:49:20,524 - mmaction - INFO - Epoch [114][360/2147] lr: 1.183e-01, eta: 5 days, 21:55:22, time: 1.511, data_time: 0.004, memory: 16628, top1_acc: 0.3536, top5_acc: 0.6085, loss_cls: 2.9698, loss: 2.9698, grad_norm: 2.0326 2021-01-23 13:49:50,005 - mmaction - INFO - Epoch [114][380/2147] lr: 1.183e-01, eta: 5 days, 21:54:44, time: 1.478, data_time: 0.010, memory: 16628, top1_acc: 0.3656, top5_acc: 0.6263, loss_cls: 2.8498, loss: 2.8498, grad_norm: 1.9840 2021-01-23 13:50:22,366 - mmaction - INFO - Epoch [114][400/2147] lr: 1.183e-01, eta: 5 days, 21:54:10, time: 1.617, data_time: 0.010, memory: 16628, top1_acc: 0.3705, top5_acc: 0.6268, loss_cls: 2.8367, loss: 2.8367, grad_norm: 1.9807 2021-01-23 13:50:53,311 - mmaction - INFO - Epoch [114][420/2147] lr: 1.183e-01, eta: 5 days, 21:53:34, time: 1.549, data_time: 0.005, memory: 16628, top1_acc: 0.3647, top5_acc: 0.6379, loss_cls: 2.8324, loss: 2.8324, grad_norm: 2.0159 2021-01-23 13:51:22,506 - mmaction - INFO - Epoch [114][440/2147] lr: 1.183e-01, eta: 5 days, 21:52:55, time: 1.457, data_time: 0.003, memory: 16628, top1_acc: 0.3696, top5_acc: 0.6187, loss_cls: 2.8357, loss: 2.8357, grad_norm: 1.9595 2021-01-23 13:51:54,301 - mmaction - INFO - Epoch [114][460/2147] lr: 1.183e-01, eta: 5 days, 21:52:20, time: 1.590, data_time: 0.014, memory: 16628, top1_acc: 0.3719, top5_acc: 0.6237, loss_cls: 2.8322, loss: 2.8322, grad_norm: 2.0121 2021-01-23 13:52:25,446 - mmaction - INFO - Epoch [114][480/2147] lr: 1.183e-01, eta: 5 days, 21:51:43, time: 1.542, data_time: 0.006, memory: 16628, top1_acc: 0.3589, top5_acc: 0.6089, loss_cls: 2.9067, loss: 2.9067, grad_norm: 2.0260 2021-01-23 13:52:54,754 - mmaction - INFO - Epoch [114][500/2147] lr: 1.183e-01, eta: 5 days, 21:51:05, time: 1.478, data_time: 0.027, memory: 16628, top1_acc: 0.3830, top5_acc: 0.6357, loss_cls: 2.7926, loss: 2.7926, grad_norm: 1.9928 2021-01-23 13:53:23,903 - mmaction - INFO - Epoch [114][520/2147] lr: 1.183e-01, eta: 5 days, 21:50:27, time: 1.460, data_time: 0.008, memory: 16628, top1_acc: 0.3625, top5_acc: 0.6089, loss_cls: 2.9414, loss: 2.9414, grad_norm: 2.0321 2021-01-23 13:53:53,078 - mmaction - INFO - Epoch [114][540/2147] lr: 1.183e-01, eta: 5 days, 21:49:48, time: 1.460, data_time: 0.006, memory: 16628, top1_acc: 0.3920, top5_acc: 0.6464, loss_cls: 2.7324, loss: 2.7324, grad_norm: 1.9574 2021-01-23 13:54:24,771 - mmaction - INFO - Epoch [114][560/2147] lr: 1.183e-01, eta: 5 days, 21:49:13, time: 1.577, data_time: 0.005, memory: 16628, top1_acc: 0.3692, top5_acc: 0.6170, loss_cls: 2.8869, loss: 2.8869, grad_norm: 1.9966 2021-01-23 13:54:55,908 - mmaction - INFO - Epoch [114][580/2147] lr: 1.183e-01, eta: 5 days, 21:48:37, time: 1.564, data_time: 0.012, memory: 16628, top1_acc: 0.3799, top5_acc: 0.6246, loss_cls: 2.8707, loss: 2.8707, grad_norm: 1.9867 2021-01-23 13:55:24,762 - mmaction - INFO - Epoch [114][600/2147] lr: 1.183e-01, eta: 5 days, 21:47:58, time: 1.440, data_time: 0.003, memory: 16628, top1_acc: 0.3719, top5_acc: 0.6161, loss_cls: 2.8622, loss: 2.8622, grad_norm: 2.0004 2021-01-23 13:55:58,041 - mmaction - INFO - Epoch [114][620/2147] lr: 1.183e-01, eta: 5 days, 21:47:24, time: 1.654, data_time: 0.006, memory: 16628, top1_acc: 0.3393, top5_acc: 0.6228, loss_cls: 2.9081, loss: 2.9081, grad_norm: 2.0717 2021-01-23 13:56:27,222 - mmaction - INFO - Epoch [114][640/2147] lr: 1.183e-01, eta: 5 days, 21:46:46, time: 1.472, data_time: 0.017, memory: 16628, top1_acc: 0.3527, top5_acc: 0.5996, loss_cls: 2.9552, loss: 2.9552, grad_norm: 2.0231 2021-01-23 13:57:00,539 - mmaction - INFO - Epoch [114][660/2147] lr: 1.183e-01, eta: 5 days, 21:46:13, time: 1.663, data_time: 0.004, memory: 16628, top1_acc: 0.3817, top5_acc: 0.6165, loss_cls: 2.8430, loss: 2.8430, grad_norm: 2.0160 2021-01-23 13:57:32,769 - mmaction - INFO - Epoch [114][680/2147] lr: 1.183e-01, eta: 5 days, 21:45:38, time: 1.609, data_time: 0.007, memory: 16628, top1_acc: 0.3772, top5_acc: 0.6210, loss_cls: 2.8385, loss: 2.8385, grad_norm: 1.9662 2021-01-23 13:58:03,662 - mmaction - INFO - Epoch [114][700/2147] lr: 1.183e-01, eta: 5 days, 21:45:01, time: 1.545, data_time: 0.010, memory: 16628, top1_acc: 0.3714, top5_acc: 0.6313, loss_cls: 2.8644, loss: 2.8644, grad_norm: 1.9896 2021-01-23 13:58:35,880 - mmaction - INFO - Epoch [114][720/2147] lr: 1.183e-01, eta: 5 days, 21:44:27, time: 1.609, data_time: 0.012, memory: 16628, top1_acc: 0.3647, top5_acc: 0.6152, loss_cls: 2.8486, loss: 2.8486, grad_norm: 1.9950 2021-01-23 13:59:11,506 - mmaction - INFO - Epoch [114][740/2147] lr: 1.183e-01, eta: 5 days, 21:43:56, time: 1.782, data_time: 0.010, memory: 16628, top1_acc: 0.3629, top5_acc: 0.6040, loss_cls: 2.8971, loss: 2.8971, grad_norm: 2.0111 2021-01-23 13:59:44,547 - mmaction - INFO - Epoch [114][760/2147] lr: 1.183e-01, eta: 5 days, 21:43:23, time: 1.652, data_time: 0.013, memory: 16628, top1_acc: 0.3960, top5_acc: 0.6286, loss_cls: 2.7915, loss: 2.7915, grad_norm: 1.9704 2021-01-23 14:00:13,403 - mmaction - INFO - Epoch [114][780/2147] lr: 1.183e-01, eta: 5 days, 21:42:44, time: 1.450, data_time: 0.017, memory: 16628, top1_acc: 0.3821, top5_acc: 0.6304, loss_cls: 2.8308, loss: 2.8308, grad_norm: 2.0000 2021-01-23 14:00:44,405 - mmaction - INFO - Epoch [114][800/2147] lr: 1.183e-01, eta: 5 days, 21:42:08, time: 1.550, data_time: 0.007, memory: 16628, top1_acc: 0.3607, top5_acc: 0.6219, loss_cls: 2.9112, loss: 2.9112, grad_norm: 2.0075 2021-01-23 14:01:14,200 - mmaction - INFO - Epoch [114][820/2147] lr: 1.183e-01, eta: 5 days, 21:41:30, time: 1.482, data_time: 0.002, memory: 16628, top1_acc: 0.3629, top5_acc: 0.6210, loss_cls: 2.8541, loss: 2.8541, grad_norm: 1.9796 2021-01-23 14:01:51,973 - mmaction - INFO - Epoch [114][840/2147] lr: 1.183e-01, eta: 5 days, 21:41:02, time: 1.894, data_time: 0.017, memory: 16628, top1_acc: 0.3906, top5_acc: 0.6433, loss_cls: 2.7707, loss: 2.7707, grad_norm: 1.9737 2021-01-23 14:02:21,989 - mmaction - INFO - Epoch [114][860/2147] lr: 1.183e-01, eta: 5 days, 21:40:25, time: 1.497, data_time: 0.012, memory: 16628, top1_acc: 0.3621, top5_acc: 0.6201, loss_cls: 2.8679, loss: 2.8679, grad_norm: 1.9888 2021-01-23 14:02:54,249 - mmaction - INFO - Epoch [114][880/2147] lr: 1.183e-01, eta: 5 days, 21:39:50, time: 1.616, data_time: 0.010, memory: 16628, top1_acc: 0.3701, top5_acc: 0.6295, loss_cls: 2.8153, loss: 2.8153, grad_norm: 1.9379 2021-01-23 14:03:26,771 - mmaction - INFO - Epoch [114][900/2147] lr: 1.183e-01, eta: 5 days, 21:39:15, time: 1.620, data_time: 0.008, memory: 16628, top1_acc: 0.3844, top5_acc: 0.6250, loss_cls: 2.8159, loss: 2.8159, grad_norm: 1.9573 2021-01-23 14:03:57,304 - mmaction - INFO - Epoch [114][920/2147] lr: 1.183e-01, eta: 5 days, 21:38:39, time: 1.536, data_time: 0.015, memory: 16628, top1_acc: 0.3482, top5_acc: 0.6103, loss_cls: 2.9067, loss: 2.9067, grad_norm: 1.9723 2021-01-23 14:04:28,128 - mmaction - INFO - Epoch [114][940/2147] lr: 1.183e-01, eta: 5 days, 21:38:02, time: 1.539, data_time: 0.004, memory: 16628, top1_acc: 0.3674, top5_acc: 0.6308, loss_cls: 2.8045, loss: 2.8045, grad_norm: 1.9587 2021-01-23 14:04:56,825 - mmaction - INFO - Epoch [114][960/2147] lr: 1.183e-01, eta: 5 days, 21:37:23, time: 1.438, data_time: 0.012, memory: 16628, top1_acc: 0.3674, top5_acc: 0.6290, loss_cls: 2.8259, loss: 2.8259, grad_norm: 2.0002 2021-01-23 14:05:30,341 - mmaction - INFO - Epoch [114][980/2147] lr: 1.183e-01, eta: 5 days, 21:36:50, time: 1.671, data_time: 0.004, memory: 16628, top1_acc: 0.3768, top5_acc: 0.6201, loss_cls: 2.8838, loss: 2.8838, grad_norm: 2.0034 2021-01-23 14:06:02,268 - mmaction - INFO - Epoch [114][1000/2147] lr: 1.183e-01, eta: 5 days, 21:36:15, time: 1.596, data_time: 0.007, memory: 16628, top1_acc: 0.3670, top5_acc: 0.6277, loss_cls: 2.8565, loss: 2.8565, grad_norm: 1.9756 2021-01-23 14:06:48,512 - mmaction - INFO - Epoch [114][1020/2147] lr: 1.183e-01, eta: 5 days, 21:35:58, time: 2.310, data_time: 0.010, memory: 16628, top1_acc: 0.3812, top5_acc: 0.6491, loss_cls: 2.7713, loss: 2.7713, grad_norm: 2.0011 2021-01-23 14:07:17,501 - mmaction - INFO - Epoch [114][1040/2147] lr: 1.183e-01, eta: 5 days, 21:35:19, time: 1.456, data_time: 0.013, memory: 16628, top1_acc: 0.3580, top5_acc: 0.6188, loss_cls: 2.9256, loss: 2.9256, grad_norm: 2.0826 2021-01-23 14:07:46,371 - mmaction - INFO - Epoch [114][1060/2147] lr: 1.183e-01, eta: 5 days, 21:34:40, time: 1.446, data_time: 0.007, memory: 16628, top1_acc: 0.3777, top5_acc: 0.6384, loss_cls: 2.7771, loss: 2.7771, grad_norm: 2.0246 2021-01-23 14:08:22,743 - mmaction - INFO - Epoch [114][1080/2147] lr: 1.183e-01, eta: 5 days, 21:34:11, time: 1.817, data_time: 0.004, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6335, loss_cls: 2.8026, loss: 2.8026, grad_norm: 1.9871 2021-01-23 14:08:53,631 - mmaction - INFO - Epoch [114][1100/2147] lr: 1.183e-01, eta: 5 days, 21:33:35, time: 1.543, data_time: 0.005, memory: 16628, top1_acc: 0.3817, top5_acc: 0.6210, loss_cls: 2.8601, loss: 2.8601, grad_norm: 1.9969 2021-01-23 14:09:27,138 - mmaction - INFO - Epoch [114][1120/2147] lr: 1.183e-01, eta: 5 days, 21:33:01, time: 1.669, data_time: 0.009, memory: 16628, top1_acc: 0.3728, top5_acc: 0.6268, loss_cls: 2.8510, loss: 2.8510, grad_norm: 2.0087 2021-01-23 14:09:58,198 - mmaction - INFO - Epoch [114][1140/2147] lr: 1.183e-01, eta: 5 days, 21:32:25, time: 1.560, data_time: 0.011, memory: 16628, top1_acc: 0.3746, top5_acc: 0.6246, loss_cls: 2.8130, loss: 2.8130, grad_norm: 1.9959 2021-01-23 14:10:30,304 - mmaction - INFO - Epoch [114][1160/2147] lr: 1.183e-01, eta: 5 days, 21:31:50, time: 1.603, data_time: 0.004, memory: 16628, top1_acc: 0.3562, top5_acc: 0.6138, loss_cls: 2.9031, loss: 2.9031, grad_norm: 2.0323 2021-01-23 14:10:59,128 - mmaction - INFO - Epoch [114][1180/2147] lr: 1.183e-01, eta: 5 days, 21:31:12, time: 1.446, data_time: 0.010, memory: 16628, top1_acc: 0.3741, top5_acc: 0.6134, loss_cls: 2.9039, loss: 2.9039, grad_norm: 1.9703 2021-01-23 14:11:31,102 - mmaction - INFO - Epoch [114][1200/2147] lr: 1.183e-01, eta: 5 days, 21:30:37, time: 1.595, data_time: 0.004, memory: 16628, top1_acc: 0.3897, top5_acc: 0.6232, loss_cls: 2.8304, loss: 2.8304, grad_norm: 2.0111 2021-01-23 14:12:02,805 - mmaction - INFO - Epoch [114][1220/2147] lr: 1.183e-01, eta: 5 days, 21:30:01, time: 1.589, data_time: 0.005, memory: 16628, top1_acc: 0.3817, top5_acc: 0.6469, loss_cls: 2.7616, loss: 2.7616, grad_norm: 2.0052 2021-01-23 14:12:35,878 - mmaction - INFO - Epoch [114][1240/2147] lr: 1.183e-01, eta: 5 days, 21:29:27, time: 1.645, data_time: 0.004, memory: 16628, top1_acc: 0.3741, top5_acc: 0.6143, loss_cls: 2.8642, loss: 2.8642, grad_norm: 2.0638 2021-01-23 14:13:04,743 - mmaction - INFO - Epoch [114][1260/2147] lr: 1.183e-01, eta: 5 days, 21:28:49, time: 1.451, data_time: 0.012, memory: 16628, top1_acc: 0.3638, top5_acc: 0.6134, loss_cls: 2.9413, loss: 2.9413, grad_norm: 2.0226 2021-01-23 14:13:36,928 - mmaction - INFO - Epoch [114][1280/2147] lr: 1.183e-01, eta: 5 days, 21:28:14, time: 1.610, data_time: 0.005, memory: 16628, top1_acc: 0.3674, top5_acc: 0.6161, loss_cls: 2.8665, loss: 2.8665, grad_norm: 1.9803 2021-01-23 14:14:11,298 - mmaction - INFO - Epoch [114][1300/2147] lr: 1.183e-01, eta: 5 days, 21:27:42, time: 1.717, data_time: 0.005, memory: 16628, top1_acc: 0.3527, top5_acc: 0.6089, loss_cls: 2.9490, loss: 2.9490, grad_norm: 1.9878 2021-01-23 14:14:41,428 - mmaction - INFO - Epoch [114][1320/2147] lr: 1.183e-01, eta: 5 days, 21:27:05, time: 1.508, data_time: 0.004, memory: 16628, top1_acc: 0.3674, top5_acc: 0.6174, loss_cls: 2.8832, loss: 2.8832, grad_norm: 1.9392 2021-01-23 14:15:10,528 - mmaction - INFO - Epoch [114][1340/2147] lr: 1.183e-01, eta: 5 days, 21:26:26, time: 1.454, data_time: 0.001, memory: 16628, top1_acc: 0.3652, top5_acc: 0.6125, loss_cls: 2.8536, loss: 2.8536, grad_norm: 1.9800 2021-01-23 14:15:39,198 - mmaction - INFO - Epoch [114][1360/2147] lr: 1.183e-01, eta: 5 days, 21:25:47, time: 1.433, data_time: 0.005, memory: 16628, top1_acc: 0.3518, top5_acc: 0.6062, loss_cls: 2.9347, loss: 2.9347, grad_norm: 1.9783 2021-01-23 14:16:10,127 - mmaction - INFO - Epoch [114][1380/2147] lr: 1.183e-01, eta: 5 days, 21:25:11, time: 1.541, data_time: 0.004, memory: 16628, top1_acc: 0.3679, top5_acc: 0.6156, loss_cls: 2.8758, loss: 2.8758, grad_norm: 1.9611 2021-01-23 14:16:43,509 - mmaction - INFO - Epoch [114][1400/2147] lr: 1.183e-01, eta: 5 days, 21:24:37, time: 1.675, data_time: 0.012, memory: 16628, top1_acc: 0.3562, top5_acc: 0.6187, loss_cls: 2.9077, loss: 2.9077, grad_norm: 1.9932 2021-01-23 14:17:12,217 - mmaction - INFO - Epoch [114][1420/2147] lr: 1.183e-01, eta: 5 days, 21:23:58, time: 1.433, data_time: 0.002, memory: 16628, top1_acc: 0.3674, top5_acc: 0.6223, loss_cls: 2.8709, loss: 2.8709, grad_norm: 1.9282 2021-01-23 14:17:40,657 - mmaction - INFO - Epoch [114][1440/2147] lr: 1.183e-01, eta: 5 days, 21:23:19, time: 1.424, data_time: 0.005, memory: 16628, top1_acc: 0.3540, top5_acc: 0.6089, loss_cls: 2.9437, loss: 2.9437, grad_norm: 1.9599 2021-01-23 14:18:09,803 - mmaction - INFO - Epoch [114][1460/2147] lr: 1.183e-01, eta: 5 days, 21:22:40, time: 1.450, data_time: 0.007, memory: 16628, top1_acc: 0.3589, top5_acc: 0.6205, loss_cls: 2.8821, loss: 2.8821, grad_norm: 1.9831 2021-01-23 14:18:40,991 - mmaction - INFO - Epoch [114][1480/2147] lr: 1.183e-01, eta: 5 days, 21:22:04, time: 1.563, data_time: 0.009, memory: 16628, top1_acc: 0.3634, top5_acc: 0.6152, loss_cls: 2.9360, loss: 2.9360, grad_norm: 1.9480 2021-01-23 14:19:12,037 - mmaction - INFO - Epoch [114][1500/2147] lr: 1.183e-01, eta: 5 days, 21:21:28, time: 1.556, data_time: 0.005, memory: 16628, top1_acc: 0.3491, top5_acc: 0.6098, loss_cls: 2.9153, loss: 2.9153, grad_norm: 1.9941 2021-01-23 14:19:40,703 - mmaction - INFO - Epoch [114][1520/2147] lr: 1.183e-01, eta: 5 days, 21:20:49, time: 1.433, data_time: 0.003, memory: 16628, top1_acc: 0.3763, top5_acc: 0.6281, loss_cls: 2.8341, loss: 2.8341, grad_norm: 1.9630 2021-01-23 14:20:09,216 - mmaction - INFO - Epoch [114][1540/2147] lr: 1.183e-01, eta: 5 days, 21:20:10, time: 1.426, data_time: 0.002, memory: 16628, top1_acc: 0.3540, top5_acc: 0.6156, loss_cls: 2.8884, loss: 2.8884, grad_norm: 1.9818 2021-01-23 14:20:37,961 - mmaction - INFO - Epoch [114][1560/2147] lr: 1.183e-01, eta: 5 days, 21:19:31, time: 1.437, data_time: 0.002, memory: 16628, top1_acc: 0.3688, top5_acc: 0.6286, loss_cls: 2.8418, loss: 2.8418, grad_norm: 1.9948 2021-01-23 14:21:06,624 - mmaction - INFO - Epoch [114][1580/2147] lr: 1.183e-01, eta: 5 days, 21:18:52, time: 1.433, data_time: 0.002, memory: 16628, top1_acc: 0.3589, top5_acc: 0.6205, loss_cls: 2.9012, loss: 2.9012, grad_norm: 1.9624 2021-01-23 14:21:37,014 - mmaction - INFO - Epoch [114][1600/2147] lr: 1.183e-01, eta: 5 days, 21:18:15, time: 1.519, data_time: 0.003, memory: 16628, top1_acc: 0.3683, top5_acc: 0.6228, loss_cls: 2.8718, loss: 2.8718, grad_norm: 1.9406 2021-01-23 14:22:10,304 - mmaction - INFO - Epoch [114][1620/2147] lr: 1.183e-01, eta: 5 days, 21:17:41, time: 1.662, data_time: 0.002, memory: 16628, top1_acc: 0.3866, top5_acc: 0.6424, loss_cls: 2.7770, loss: 2.7770, grad_norm: 2.0007 2021-01-23 14:22:41,292 - mmaction - INFO - Epoch [114][1640/2147] lr: 1.183e-01, eta: 5 days, 21:17:05, time: 1.552, data_time: 0.008, memory: 16628, top1_acc: 0.3670, top5_acc: 0.6393, loss_cls: 2.7890, loss: 2.7890, grad_norm: 1.9834 2021-01-23 14:23:12,299 - mmaction - INFO - Epoch [114][1660/2147] lr: 1.183e-01, eta: 5 days, 21:16:29, time: 1.548, data_time: 0.004, memory: 16628, top1_acc: 0.3710, top5_acc: 0.6228, loss_cls: 2.8218, loss: 2.8218, grad_norm: 1.9673 2021-01-23 14:23:40,959 - mmaction - INFO - Epoch [114][1680/2147] lr: 1.183e-01, eta: 5 days, 21:15:50, time: 1.436, data_time: 0.007, memory: 16628, top1_acc: 0.3808, top5_acc: 0.6237, loss_cls: 2.8336, loss: 2.8336, grad_norm: 1.9533 2021-01-23 14:24:09,479 - mmaction - INFO - Epoch [114][1700/2147] lr: 1.183e-01, eta: 5 days, 21:15:11, time: 1.425, data_time: 0.003, memory: 16628, top1_acc: 0.3781, top5_acc: 0.6286, loss_cls: 2.8610, loss: 2.8610, grad_norm: 1.9740 2021-01-23 14:24:41,962 - mmaction - INFO - Epoch [114][1720/2147] lr: 1.183e-01, eta: 5 days, 21:14:36, time: 1.624, data_time: 0.004, memory: 16628, top1_acc: 0.3799, top5_acc: 0.6344, loss_cls: 2.7949, loss: 2.7949, grad_norm: 1.9200 2021-01-23 14:25:10,735 - mmaction - INFO - Epoch [114][1740/2147] lr: 1.183e-01, eta: 5 days, 21:13:57, time: 1.438, data_time: 0.005, memory: 16628, top1_acc: 0.3674, top5_acc: 0.6179, loss_cls: 2.8629, loss: 2.8629, grad_norm: 2.0082 2021-01-23 14:25:46,106 - mmaction - INFO - Epoch [114][1760/2147] lr: 1.183e-01, eta: 5 days, 21:13:26, time: 1.766, data_time: 0.007, memory: 16628, top1_acc: 0.3612, top5_acc: 0.6192, loss_cls: 2.8517, loss: 2.8517, grad_norm: 2.0329 2021-01-23 14:26:15,098 - mmaction - INFO - Epoch [114][1780/2147] lr: 1.183e-01, eta: 5 days, 21:12:48, time: 1.447, data_time: 0.017, memory: 16628, top1_acc: 0.3513, top5_acc: 0.6054, loss_cls: 2.9064, loss: 2.9064, grad_norm: 1.9998 2021-01-23 14:26:56,029 - mmaction - INFO - Epoch [114][1800/2147] lr: 1.183e-01, eta: 5 days, 21:12:23, time: 2.027, data_time: 0.009, memory: 16628, top1_acc: 0.3687, top5_acc: 0.6196, loss_cls: 2.8538, loss: 2.8538, grad_norm: 1.9741 2021-01-23 14:27:28,759 - mmaction - INFO - Epoch [114][1820/2147] lr: 1.183e-01, eta: 5 days, 21:11:50, time: 1.661, data_time: 0.034, memory: 16628, top1_acc: 0.3563, top5_acc: 0.6210, loss_cls: 2.8664, loss: 2.8664, grad_norm: 2.0286 2021-01-23 14:27:58,286 - mmaction - INFO - Epoch [114][1840/2147] lr: 1.183e-01, eta: 5 days, 21:11:12, time: 1.476, data_time: 0.008, memory: 16628, top1_acc: 0.3594, top5_acc: 0.6089, loss_cls: 2.8813, loss: 2.8813, grad_norm: 2.0149 2021-01-23 14:28:29,134 - mmaction - INFO - Epoch [114][1860/2147] lr: 1.183e-01, eta: 5 days, 21:10:36, time: 1.541, data_time: 0.006, memory: 16628, top1_acc: 0.3629, top5_acc: 0.6339, loss_cls: 2.8256, loss: 2.8256, grad_norm: 2.0079 2021-01-23 14:29:00,394 - mmaction - INFO - Epoch [114][1880/2147] lr: 1.183e-01, eta: 5 days, 21:10:00, time: 1.564, data_time: 0.004, memory: 16628, top1_acc: 0.3643, top5_acc: 0.6250, loss_cls: 2.8531, loss: 2.8531, grad_norm: 1.9846 2021-01-23 14:29:29,134 - mmaction - INFO - Epoch [114][1900/2147] lr: 1.183e-01, eta: 5 days, 21:09:21, time: 1.438, data_time: 0.003, memory: 16628, top1_acc: 0.3701, top5_acc: 0.6263, loss_cls: 2.8079, loss: 2.8079, grad_norm: 1.9761 2021-01-23 14:29:58,007 - mmaction - INFO - Epoch [114][1920/2147] lr: 1.183e-01, eta: 5 days, 21:08:42, time: 1.444, data_time: 0.006, memory: 16628, top1_acc: 0.3772, top5_acc: 0.6397, loss_cls: 2.8257, loss: 2.8257, grad_norm: 2.0122 2021-01-23 14:30:28,371 - mmaction - INFO - Epoch [114][1940/2147] lr: 1.183e-01, eta: 5 days, 21:08:05, time: 1.510, data_time: 0.002, memory: 16628, top1_acc: 0.3853, top5_acc: 0.6237, loss_cls: 2.8054, loss: 2.8054, grad_norm: 1.9889 2021-01-23 14:30:57,054 - mmaction - INFO - Epoch [114][1960/2147] lr: 1.183e-01, eta: 5 days, 21:07:26, time: 1.442, data_time: 0.010, memory: 16628, top1_acc: 0.3612, top5_acc: 0.6062, loss_cls: 2.9291, loss: 2.9291, grad_norm: 2.0064 2021-01-23 14:31:28,442 - mmaction - INFO - Epoch [114][1980/2147] lr: 1.183e-01, eta: 5 days, 21:06:50, time: 1.567, data_time: 0.003, memory: 16628, top1_acc: 0.3473, top5_acc: 0.6036, loss_cls: 2.9603, loss: 2.9603, grad_norm: 2.0543 2021-01-23 14:31:59,387 - mmaction - INFO - Epoch [114][2000/2147] lr: 1.183e-01, eta: 5 days, 21:06:14, time: 1.548, data_time: 0.010, memory: 16628, top1_acc: 0.3719, top5_acc: 0.6326, loss_cls: 2.8118, loss: 2.8118, grad_norm: 1.9909 2021-01-23 14:32:31,140 - mmaction - INFO - Epoch [114][2020/2147] lr: 1.183e-01, eta: 5 days, 21:05:39, time: 1.589, data_time: 0.004, memory: 16628, top1_acc: 0.3781, top5_acc: 0.6241, loss_cls: 2.8453, loss: 2.8453, grad_norm: 1.9682 2021-01-23 14:32:59,937 - mmaction - INFO - Epoch [114][2040/2147] lr: 1.183e-01, eta: 5 days, 21:05:00, time: 1.439, data_time: 0.003, memory: 16628, top1_acc: 0.3598, top5_acc: 0.6147, loss_cls: 2.9232, loss: 2.9232, grad_norm: 2.0137 2021-01-23 14:33:35,759 - mmaction - INFO - Epoch [114][2060/2147] lr: 1.183e-01, eta: 5 days, 21:04:29, time: 1.785, data_time: 0.003, memory: 16628, top1_acc: 0.3656, top5_acc: 0.6147, loss_cls: 2.8872, loss: 2.8872, grad_norm: 1.9654 2021-01-23 14:34:07,730 - mmaction - INFO - Epoch [114][2080/2147] lr: 1.183e-01, eta: 5 days, 21:03:54, time: 1.605, data_time: 0.022, memory: 16628, top1_acc: 0.3737, top5_acc: 0.6312, loss_cls: 2.8051, loss: 2.8051, grad_norm: 1.9752 2021-01-23 14:34:37,097 - mmaction - INFO - Epoch [114][2100/2147] lr: 1.183e-01, eta: 5 days, 21:03:16, time: 1.470, data_time: 0.003, memory: 16628, top1_acc: 0.3746, top5_acc: 0.6138, loss_cls: 2.8954, loss: 2.8954, grad_norm: 1.9883 2021-01-23 14:35:09,108 - mmaction - INFO - Epoch [114][2120/2147] lr: 1.183e-01, eta: 5 days, 21:02:41, time: 1.579, data_time: 0.001, memory: 16628, top1_acc: 0.3612, top5_acc: 0.6174, loss_cls: 2.9397, loss: 2.9397, grad_norm: 2.0106 2021-01-23 14:35:41,148 - mmaction - INFO - Epoch [114][2140/2147] lr: 1.183e-01, eta: 5 days, 21:02:06, time: 1.616, data_time: 0.036, memory: 16628, top1_acc: 0.3710, top5_acc: 0.6254, loss_cls: 2.9015, loss: 2.9015, grad_norm: 2.0020 2021-01-23 14:41:21,009 - mmaction - INFO - Epoch [115][20/2147] lr: 1.171e-01, eta: 5 days, 21:06:51, time: 15.478, data_time: 13.726, memory: 16628, top1_acc: 0.3821, top5_acc: 0.6281, loss_cls: 2.8288, loss: 2.8288, grad_norm: 1.9849 2021-01-23 14:41:50,109 - mmaction - INFO - Epoch [115][40/2147] lr: 1.171e-01, eta: 5 days, 21:06:12, time: 1.459, data_time: 0.009, memory: 16628, top1_acc: 0.3714, top5_acc: 0.6339, loss_cls: 2.8097, loss: 2.8097, grad_norm: 2.0730 2021-01-23 14:42:21,850 - mmaction - INFO - Epoch [115][60/2147] lr: 1.171e-01, eta: 5 days, 21:05:37, time: 1.582, data_time: 0.001, memory: 16628, top1_acc: 0.3857, top5_acc: 0.6344, loss_cls: 2.8101, loss: 2.8101, grad_norm: 2.0330 2021-01-23 14:42:54,987 - mmaction - INFO - Epoch [115][80/2147] lr: 1.171e-01, eta: 5 days, 21:05:03, time: 1.654, data_time: 0.009, memory: 16628, top1_acc: 0.3884, top5_acc: 0.6487, loss_cls: 2.7329, loss: 2.7329, grad_norm: 1.9666 2021-01-23 14:43:26,087 - mmaction - INFO - Epoch [115][100/2147] lr: 1.171e-01, eta: 5 days, 21:04:27, time: 1.560, data_time: 0.013, memory: 16628, top1_acc: 0.3683, top5_acc: 0.6103, loss_cls: 2.8499, loss: 2.8499, grad_norm: 1.9732 2021-01-23 14:43:55,452 - mmaction - INFO - Epoch [115][120/2147] lr: 1.171e-01, eta: 5 days, 21:03:49, time: 1.465, data_time: 0.005, memory: 16628, top1_acc: 0.3705, top5_acc: 0.6183, loss_cls: 2.8692, loss: 2.8692, grad_norm: 2.0022 2021-01-23 14:44:24,686 - mmaction - INFO - Epoch [115][140/2147] lr: 1.171e-01, eta: 5 days, 21:03:11, time: 1.467, data_time: 0.007, memory: 16628, top1_acc: 0.3647, top5_acc: 0.6353, loss_cls: 2.8288, loss: 2.8288, grad_norm: 1.9974 2021-01-23 14:44:58,637 - mmaction - INFO - Epoch [115][160/2147] lr: 1.171e-01, eta: 5 days, 21:02:38, time: 1.693, data_time: 0.001, memory: 16628, top1_acc: 0.3679, top5_acc: 0.6277, loss_cls: 2.8309, loss: 2.8309, grad_norm: 1.9623 2021-01-23 14:45:29,467 - mmaction - INFO - Epoch [115][180/2147] lr: 1.171e-01, eta: 5 days, 21:02:02, time: 1.546, data_time: 0.011, memory: 16628, top1_acc: 0.3634, top5_acc: 0.6326, loss_cls: 2.8453, loss: 2.8453, grad_norm: 2.0311 2021-01-23 14:46:01,754 - mmaction - INFO - Epoch [115][200/2147] lr: 1.171e-01, eta: 5 days, 21:01:27, time: 1.613, data_time: 0.004, memory: 16628, top1_acc: 0.3888, top5_acc: 0.6442, loss_cls: 2.7580, loss: 2.7580, grad_norm: 1.9577 2021-01-23 14:46:31,300 - mmaction - INFO - Epoch [115][220/2147] lr: 1.171e-01, eta: 5 days, 21:00:49, time: 1.475, data_time: 0.004, memory: 16628, top1_acc: 0.3750, top5_acc: 0.6250, loss_cls: 2.8285, loss: 2.8285, grad_norm: 2.0137 2021-01-23 14:47:13,385 - mmaction - INFO - Epoch [115][240/2147] lr: 1.171e-01, eta: 5 days, 21:00:27, time: 2.103, data_time: 0.010, memory: 16628, top1_acc: 0.3817, top5_acc: 0.6397, loss_cls: 2.7945, loss: 2.7945, grad_norm: 1.9856 2021-01-23 14:47:43,633 - mmaction - INFO - Epoch [115][260/2147] lr: 1.171e-01, eta: 5 days, 20:59:49, time: 1.514, data_time: 0.012, memory: 16628, top1_acc: 0.3527, top5_acc: 0.6237, loss_cls: 2.8725, loss: 2.8725, grad_norm: 2.0122 2021-01-23 14:48:16,174 - mmaction - INFO - Epoch [115][280/2147] lr: 1.171e-01, eta: 5 days, 20:59:15, time: 1.613, data_time: 0.009, memory: 16628, top1_acc: 0.3625, top5_acc: 0.6241, loss_cls: 2.8696, loss: 2.8696, grad_norm: 2.0157 2021-01-23 14:48:47,069 - mmaction - INFO - Epoch [115][300/2147] lr: 1.171e-01, eta: 5 days, 20:58:39, time: 1.559, data_time: 0.019, memory: 16628, top1_acc: 0.3732, top5_acc: 0.6254, loss_cls: 2.8387, loss: 2.8387, grad_norm: 1.9928 2021-01-23 14:49:15,835 - mmaction - INFO - Epoch [115][320/2147] lr: 1.171e-01, eta: 5 days, 20:58:00, time: 1.440, data_time: 0.005, memory: 16628, top1_acc: 0.3656, top5_acc: 0.6433, loss_cls: 2.7936, loss: 2.7936, grad_norm: 2.0560 2021-01-23 14:49:52,866 - mmaction - INFO - Epoch [115][340/2147] lr: 1.171e-01, eta: 5 days, 20:57:31, time: 1.846, data_time: 0.005, memory: 16628, top1_acc: 0.3808, top5_acc: 0.6330, loss_cls: 2.8358, loss: 2.8358, grad_norm: 1.9986 2021-01-23 14:50:22,691 - mmaction - INFO - Epoch [115][360/2147] lr: 1.171e-01, eta: 5 days, 20:56:53, time: 1.478, data_time: 0.008, memory: 16628, top1_acc: 0.3915, top5_acc: 0.6402, loss_cls: 2.7694, loss: 2.7694, grad_norm: 1.9992 2021-01-23 14:50:51,927 - mmaction - INFO - Epoch [115][380/2147] lr: 1.171e-01, eta: 5 days, 20:56:15, time: 1.480, data_time: 0.023, memory: 16628, top1_acc: 0.3670, top5_acc: 0.6263, loss_cls: 2.8323, loss: 2.8323, grad_norm: 2.0315 2021-01-23 14:51:22,094 - mmaction - INFO - Epoch [115][400/2147] lr: 1.171e-01, eta: 5 days, 20:55:38, time: 1.507, data_time: 0.009, memory: 16628, top1_acc: 0.3692, top5_acc: 0.6290, loss_cls: 2.8611, loss: 2.8611, grad_norm: 1.9853 2021-01-23 14:52:01,792 - mmaction - INFO - Epoch [115][420/2147] lr: 1.171e-01, eta: 5 days, 20:55:12, time: 1.983, data_time: 0.101, memory: 16628, top1_acc: 0.3710, top5_acc: 0.6246, loss_cls: 2.8643, loss: 2.8643, grad_norm: 1.9776 2021-01-23 14:52:31,025 - mmaction - INFO - Epoch [115][440/2147] lr: 1.171e-01, eta: 5 days, 20:54:34, time: 1.459, data_time: 0.010, memory: 16628, top1_acc: 0.3772, top5_acc: 0.6281, loss_cls: 2.8481, loss: 2.8481, grad_norm: 1.9979 2021-01-23 14:53:03,621 - mmaction - INFO - Epoch [115][460/2147] lr: 1.171e-01, eta: 5 days, 20:54:00, time: 1.635, data_time: 0.012, memory: 16628, top1_acc: 0.3763, top5_acc: 0.6241, loss_cls: 2.8300, loss: 2.8300, grad_norm: 1.9910 2021-01-23 14:53:37,553 - mmaction - INFO - Epoch [115][480/2147] lr: 1.171e-01, eta: 5 days, 20:53:27, time: 1.697, data_time: 0.013, memory: 16628, top1_acc: 0.3647, top5_acc: 0.6161, loss_cls: 2.8679, loss: 2.8679, grad_norm: 2.0549 2021-01-23 14:54:11,413 - mmaction - INFO - Epoch [115][500/2147] lr: 1.171e-01, eta: 5 days, 20:52:54, time: 1.691, data_time: 0.007, memory: 16628, top1_acc: 0.3701, top5_acc: 0.6107, loss_cls: 2.8629, loss: 2.8629, grad_norm: 2.0532 2021-01-23 14:54:53,797 - mmaction - INFO - Epoch [115][520/2147] lr: 1.171e-01, eta: 5 days, 20:52:32, time: 2.120, data_time: 0.006, memory: 16628, top1_acc: 0.3848, top5_acc: 0.6183, loss_cls: 2.8331, loss: 2.8331, grad_norm: 2.0274 2021-01-23 14:55:24,978 - mmaction - INFO - Epoch [115][540/2147] lr: 1.171e-01, eta: 5 days, 20:51:56, time: 1.562, data_time: 0.017, memory: 16628, top1_acc: 0.3665, top5_acc: 0.6277, loss_cls: 2.8547, loss: 2.8547, grad_norm: 2.0491 2021-01-23 14:55:59,804 - mmaction - INFO - Epoch [115][560/2147] lr: 1.171e-01, eta: 5 days, 20:51:25, time: 1.731, data_time: 0.003, memory: 16628, top1_acc: 0.3768, top5_acc: 0.6295, loss_cls: 2.8253, loss: 2.8253, grad_norm: 1.9921 2021-01-23 14:56:33,197 - mmaction - INFO - Epoch [115][580/2147] lr: 1.171e-01, eta: 5 days, 20:50:51, time: 1.649, data_time: 0.019, memory: 16628, top1_acc: 0.3661, top5_acc: 0.6054, loss_cls: 2.9171, loss: 2.9171, grad_norm: 2.0491 2021-01-23 14:57:10,310 - mmaction - INFO - Epoch [115][600/2147] lr: 1.171e-01, eta: 5 days, 20:50:23, time: 1.882, data_time: 0.039, memory: 16628, top1_acc: 0.3835, top5_acc: 0.6384, loss_cls: 2.8055, loss: 2.8055, grad_norm: 1.9848 2021-01-23 14:57:42,183 - mmaction - INFO - Epoch [115][620/2147] lr: 1.171e-01, eta: 5 days, 20:49:48, time: 1.592, data_time: 0.009, memory: 16628, top1_acc: 0.3754, top5_acc: 0.6290, loss_cls: 2.8086, loss: 2.8086, grad_norm: 2.0080 2021-01-23 14:58:16,370 - mmaction - INFO - Epoch [115][640/2147] lr: 1.171e-01, eta: 5 days, 20:49:16, time: 1.714, data_time: 0.011, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6192, loss_cls: 2.8602, loss: 2.8602, grad_norm: 2.0328 2021-01-23 14:58:47,821 - mmaction - INFO - Epoch [115][660/2147] lr: 1.171e-01, eta: 5 days, 20:48:40, time: 1.570, data_time: 0.009, memory: 16628, top1_acc: 0.3692, top5_acc: 0.6371, loss_cls: 2.8276, loss: 2.8276, grad_norm: 2.0073 2021-01-23 14:59:26,848 - mmaction - INFO - Epoch [115][680/2147] lr: 1.171e-01, eta: 5 days, 20:48:14, time: 1.954, data_time: 0.010, memory: 16628, top1_acc: 0.3683, top5_acc: 0.6196, loss_cls: 2.8591, loss: 2.8591, grad_norm: 1.9892 2021-01-23 14:59:56,018 - mmaction - INFO - Epoch [115][700/2147] lr: 1.171e-01, eta: 5 days, 20:47:35, time: 1.456, data_time: 0.004, memory: 16628, top1_acc: 0.3692, top5_acc: 0.6259, loss_cls: 2.8177, loss: 2.8177, grad_norm: 1.9982 2021-01-23 15:00:30,704 - mmaction - INFO - Epoch [115][720/2147] lr: 1.171e-01, eta: 5 days, 20:47:04, time: 1.735, data_time: 0.007, memory: 16628, top1_acc: 0.3621, top5_acc: 0.6228, loss_cls: 2.8567, loss: 2.8567, grad_norm: 2.0242 2021-01-23 15:01:02,418 - mmaction - INFO - Epoch [115][740/2147] lr: 1.171e-01, eta: 5 days, 20:46:27, time: 1.543, data_time: 0.009, memory: 16628, top1_acc: 0.3853, top5_acc: 0.6446, loss_cls: 2.7843, loss: 2.7843, grad_norm: 1.9793 2021-01-23 15:01:32,085 - mmaction - INFO - Epoch [115][760/2147] lr: 1.171e-01, eta: 5 days, 20:45:50, time: 1.528, data_time: 0.061, memory: 16628, top1_acc: 0.3795, top5_acc: 0.6112, loss_cls: 2.8223, loss: 2.8223, grad_norm: 2.0231 2021-01-23 15:02:03,047 - mmaction - INFO - Epoch [115][780/2147] lr: 1.171e-01, eta: 5 days, 20:45:14, time: 1.549, data_time: 0.066, memory: 16628, top1_acc: 0.3701, top5_acc: 0.6192, loss_cls: 2.8545, loss: 2.8545, grad_norm: 2.0150 2021-01-23 15:02:33,386 - mmaction - INFO - Epoch [115][800/2147] lr: 1.171e-01, eta: 5 days, 20:44:37, time: 1.515, data_time: 0.006, memory: 16628, top1_acc: 0.3612, top5_acc: 0.6272, loss_cls: 2.8744, loss: 2.8744, grad_norm: 2.0119 2021-01-23 15:03:02,409 - mmaction - INFO - Epoch [115][820/2147] lr: 1.171e-01, eta: 5 days, 20:43:59, time: 1.454, data_time: 0.010, memory: 16628, top1_acc: 0.3795, top5_acc: 0.6250, loss_cls: 2.8409, loss: 2.8409, grad_norm: 1.9757 2021-01-23 15:03:31,894 - mmaction - INFO - Epoch [115][840/2147] lr: 1.171e-01, eta: 5 days, 20:43:20, time: 1.474, data_time: 0.002, memory: 16628, top1_acc: 0.3692, top5_acc: 0.6357, loss_cls: 2.8218, loss: 2.8218, grad_norm: 2.0220 2021-01-23 15:04:02,425 - mmaction - INFO - Epoch [115][860/2147] lr: 1.171e-01, eta: 5 days, 20:42:44, time: 1.525, data_time: 0.002, memory: 16628, top1_acc: 0.3812, top5_acc: 0.6362, loss_cls: 2.7919, loss: 2.7919, grad_norm: 2.0216 2021-01-23 15:04:32,205 - mmaction - INFO - Epoch [115][880/2147] lr: 1.171e-01, eta: 5 days, 20:42:06, time: 1.483, data_time: 0.005, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6304, loss_cls: 2.8111, loss: 2.8111, grad_norm: 1.9749 2021-01-23 15:05:03,790 - mmaction - INFO - Epoch [115][900/2147] lr: 1.171e-01, eta: 5 days, 20:41:30, time: 1.585, data_time: 0.011, memory: 16628, top1_acc: 0.3647, top5_acc: 0.6071, loss_cls: 2.9525, loss: 2.9525, grad_norm: 1.9927 2021-01-23 15:05:37,461 - mmaction - INFO - Epoch [115][920/2147] lr: 1.171e-01, eta: 5 days, 20:40:57, time: 1.677, data_time: 0.015, memory: 16628, top1_acc: 0.3634, top5_acc: 0.6201, loss_cls: 2.8759, loss: 2.8759, grad_norm: 2.0221 2021-01-23 15:06:07,329 - mmaction - INFO - Epoch [115][940/2147] lr: 1.171e-01, eta: 5 days, 20:40:20, time: 1.495, data_time: 0.011, memory: 16628, top1_acc: 0.3585, top5_acc: 0.6094, loss_cls: 2.9354, loss: 2.9354, grad_norm: 2.0369 2021-01-23 15:06:39,051 - mmaction - INFO - Epoch [115][960/2147] lr: 1.171e-01, eta: 5 days, 20:39:45, time: 1.588, data_time: 0.012, memory: 16628, top1_acc: 0.3598, top5_acc: 0.6067, loss_cls: 2.8725, loss: 2.8725, grad_norm: 1.9621 2021-01-23 15:07:14,177 - mmaction - INFO - Epoch [115][980/2147] lr: 1.171e-01, eta: 5 days, 20:39:14, time: 1.761, data_time: 0.010, memory: 16628, top1_acc: 0.3826, top5_acc: 0.6263, loss_cls: 2.8017, loss: 2.8017, grad_norm: 1.9732 2021-01-23 15:07:44,940 - mmaction - INFO - Epoch [115][1000/2147] lr: 1.171e-01, eta: 5 days, 20:38:37, time: 1.536, data_time: 0.003, memory: 16628, top1_acc: 0.3522, top5_acc: 0.6054, loss_cls: 2.9340, loss: 2.9340, grad_norm: 2.0322 2021-01-23 15:08:17,107 - mmaction - INFO - Epoch [115][1020/2147] lr: 1.171e-01, eta: 5 days, 20:38:02, time: 1.610, data_time: 0.006, memory: 16628, top1_acc: 0.3835, top5_acc: 0.6348, loss_cls: 2.7607, loss: 2.7607, grad_norm: 1.9949 2021-01-23 15:08:48,600 - mmaction - INFO - Epoch [115][1040/2147] lr: 1.171e-01, eta: 5 days, 20:37:27, time: 1.572, data_time: 0.002, memory: 16628, top1_acc: 0.3616, top5_acc: 0.6228, loss_cls: 2.8868, loss: 2.8868, grad_norm: 2.0258 2021-01-23 15:09:20,050 - mmaction - INFO - Epoch [115][1060/2147] lr: 1.171e-01, eta: 5 days, 20:36:51, time: 1.572, data_time: 0.009, memory: 16628, top1_acc: 0.3701, top5_acc: 0.6210, loss_cls: 2.8503, loss: 2.8503, grad_norm: 2.0532 2021-01-23 15:09:52,288 - mmaction - INFO - Epoch [115][1080/2147] lr: 1.171e-01, eta: 5 days, 20:36:16, time: 1.611, data_time: 0.010, memory: 16628, top1_acc: 0.3777, top5_acc: 0.6371, loss_cls: 2.7753, loss: 2.7753, grad_norm: 2.0302 2021-01-23 15:10:24,277 - mmaction - INFO - Epoch [115][1100/2147] lr: 1.171e-01, eta: 5 days, 20:35:41, time: 1.598, data_time: 0.008, memory: 16628, top1_acc: 0.3687, top5_acc: 0.6116, loss_cls: 2.8671, loss: 2.8671, grad_norm: 2.0307 2021-01-23 15:10:53,519 - mmaction - INFO - Epoch [115][1120/2147] lr: 1.171e-01, eta: 5 days, 20:35:03, time: 1.461, data_time: 0.010, memory: 16628, top1_acc: 0.3513, top5_acc: 0.6263, loss_cls: 2.8973, loss: 2.8973, grad_norm: 2.0459 2021-01-23 15:11:22,998 - mmaction - INFO - Epoch [115][1140/2147] lr: 1.171e-01, eta: 5 days, 20:34:25, time: 1.479, data_time: 0.016, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6143, loss_cls: 2.8735, loss: 2.8735, grad_norm: 1.9820 2021-01-23 15:11:59,554 - mmaction - INFO - Epoch [115][1160/2147] lr: 1.171e-01, eta: 5 days, 20:33:56, time: 1.821, data_time: 0.003, memory: 16628, top1_acc: 0.3527, top5_acc: 0.6219, loss_cls: 2.8457, loss: 2.8457, grad_norm: 1.9618 2021-01-23 15:12:33,074 - mmaction - INFO - Epoch [115][1180/2147] lr: 1.171e-01, eta: 5 days, 20:33:23, time: 1.681, data_time: 0.011, memory: 16628, top1_acc: 0.3897, top5_acc: 0.6348, loss_cls: 2.7837, loss: 2.7837, grad_norm: 2.0301 2021-01-23 15:13:03,718 - mmaction - INFO - Epoch [115][1200/2147] lr: 1.171e-01, eta: 5 days, 20:32:46, time: 1.530, data_time: 0.008, memory: 16628, top1_acc: 0.3795, top5_acc: 0.6201, loss_cls: 2.8435, loss: 2.8435, grad_norm: 2.0271 2021-01-23 15:13:36,957 - mmaction - INFO - Epoch [115][1220/2147] lr: 1.171e-01, eta: 5 days, 20:32:13, time: 1.666, data_time: 0.007, memory: 16628, top1_acc: 0.3741, top5_acc: 0.6339, loss_cls: 2.8035, loss: 2.8035, grad_norm: 1.9801 2021-01-23 15:14:09,392 - mmaction - INFO - Epoch [115][1240/2147] lr: 1.171e-01, eta: 5 days, 20:31:38, time: 1.620, data_time: 0.003, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6357, loss_cls: 2.7978, loss: 2.7978, grad_norm: 2.0241 2021-01-23 15:14:38,177 - mmaction - INFO - Epoch [115][1260/2147] lr: 1.171e-01, eta: 5 days, 20:30:59, time: 1.438, data_time: 0.008, memory: 16628, top1_acc: 0.3737, top5_acc: 0.6344, loss_cls: 2.8251, loss: 2.8251, grad_norm: 2.0154 2021-01-23 15:15:07,650 - mmaction - INFO - Epoch [115][1280/2147] lr: 1.171e-01, eta: 5 days, 20:30:21, time: 1.474, data_time: 0.025, memory: 16628, top1_acc: 0.3906, top5_acc: 0.6299, loss_cls: 2.8228, loss: 2.8228, grad_norm: 2.0103 2021-01-23 15:15:42,615 - mmaction - INFO - Epoch [115][1300/2147] lr: 1.171e-01, eta: 5 days, 20:29:50, time: 1.741, data_time: 0.012, memory: 16628, top1_acc: 0.3754, top5_acc: 0.6308, loss_cls: 2.8476, loss: 2.8476, grad_norm: 1.9703 2021-01-23 15:16:13,659 - mmaction - INFO - Epoch [115][1320/2147] lr: 1.171e-01, eta: 5 days, 20:29:14, time: 1.559, data_time: 0.013, memory: 16628, top1_acc: 0.3638, top5_acc: 0.6214, loss_cls: 2.8505, loss: 2.8505, grad_norm: 1.9858 2021-01-23 15:16:47,893 - mmaction - INFO - Epoch [115][1340/2147] lr: 1.171e-01, eta: 5 days, 20:28:42, time: 1.713, data_time: 0.060, memory: 16628, top1_acc: 0.3616, top5_acc: 0.6192, loss_cls: 2.8988, loss: 2.8988, grad_norm: 2.0423 2021-01-23 15:17:17,130 - mmaction - INFO - Epoch [115][1360/2147] lr: 1.171e-01, eta: 5 days, 20:28:03, time: 1.461, data_time: 0.006, memory: 16628, top1_acc: 0.3473, top5_acc: 0.6094, loss_cls: 2.9376, loss: 2.9376, grad_norm: 1.9860 2021-01-23 15:17:47,729 - mmaction - INFO - Epoch [115][1380/2147] lr: 1.171e-01, eta: 5 days, 20:27:26, time: 1.530, data_time: 0.008, memory: 16628, top1_acc: 0.3692, top5_acc: 0.6147, loss_cls: 2.8677, loss: 2.8677, grad_norm: 2.0233 2021-01-23 15:18:23,555 - mmaction - INFO - Epoch [115][1400/2147] lr: 1.171e-01, eta: 5 days, 20:26:56, time: 1.789, data_time: 0.005, memory: 16628, top1_acc: 0.3844, top5_acc: 0.6415, loss_cls: 2.7119, loss: 2.7119, grad_norm: 1.9900 2021-01-23 15:18:59,246 - mmaction - INFO - Epoch [115][1420/2147] lr: 1.171e-01, eta: 5 days, 20:26:26, time: 1.786, data_time: 0.009, memory: 16628, top1_acc: 0.3670, top5_acc: 0.6263, loss_cls: 2.8676, loss: 2.8676, grad_norm: 2.0791 2021-01-23 15:19:29,450 - mmaction - INFO - Epoch [115][1440/2147] lr: 1.171e-01, eta: 5 days, 20:25:49, time: 1.511, data_time: 0.006, memory: 16628, top1_acc: 0.3647, top5_acc: 0.6241, loss_cls: 2.8566, loss: 2.8566, grad_norm: 2.0118 2021-01-23 15:19:59,109 - mmaction - INFO - Epoch [115][1460/2147] lr: 1.171e-01, eta: 5 days, 20:25:11, time: 1.482, data_time: 0.007, memory: 16628, top1_acc: 0.3741, top5_acc: 0.6339, loss_cls: 2.8326, loss: 2.8326, grad_norm: 1.9438 2021-01-23 15:20:28,656 - mmaction - INFO - Epoch [115][1480/2147] lr: 1.171e-01, eta: 5 days, 20:24:33, time: 1.480, data_time: 0.012, memory: 16628, top1_acc: 0.3638, top5_acc: 0.6259, loss_cls: 2.8545, loss: 2.8545, grad_norm: 2.0010 2021-01-23 15:20:57,472 - mmaction - INFO - Epoch [115][1500/2147] lr: 1.171e-01, eta: 5 days, 20:23:54, time: 1.440, data_time: 0.003, memory: 16628, top1_acc: 0.3674, top5_acc: 0.6321, loss_cls: 2.8332, loss: 2.8332, grad_norm: 2.0226 2021-01-23 15:21:30,714 - mmaction - INFO - Epoch [115][1520/2147] lr: 1.171e-01, eta: 5 days, 20:23:21, time: 1.663, data_time: 0.012, memory: 16628, top1_acc: 0.3589, top5_acc: 0.6286, loss_cls: 2.8560, loss: 2.8560, grad_norm: 2.0434 2021-01-23 15:22:06,750 - mmaction - INFO - Epoch [115][1540/2147] lr: 1.171e-01, eta: 5 days, 20:22:50, time: 1.768, data_time: 0.006, memory: 16628, top1_acc: 0.3580, top5_acc: 0.6076, loss_cls: 2.8963, loss: 2.8963, grad_norm: 2.0409 2021-01-23 15:22:38,200 - mmaction - INFO - Epoch [115][1560/2147] lr: 1.171e-01, eta: 5 days, 20:22:15, time: 1.605, data_time: 0.041, memory: 16628, top1_acc: 0.3607, top5_acc: 0.6076, loss_cls: 2.9066, loss: 2.9066, grad_norm: 2.0070 2021-01-23 15:23:07,248 - mmaction - INFO - Epoch [115][1580/2147] lr: 1.171e-01, eta: 5 days, 20:21:36, time: 1.454, data_time: 0.009, memory: 16628, top1_acc: 0.3571, top5_acc: 0.6183, loss_cls: 2.9033, loss: 2.9033, grad_norm: 2.0478 2021-01-23 15:23:36,088 - mmaction - INFO - Epoch [115][1600/2147] lr: 1.171e-01, eta: 5 days, 20:20:57, time: 1.438, data_time: 0.007, memory: 16628, top1_acc: 0.3688, top5_acc: 0.6201, loss_cls: 2.8672, loss: 2.8672, grad_norm: 1.9801 2021-01-23 15:24:06,680 - mmaction - INFO - Epoch [115][1620/2147] lr: 1.171e-01, eta: 5 days, 20:20:21, time: 1.523, data_time: 0.012, memory: 16628, top1_acc: 0.3719, top5_acc: 0.6272, loss_cls: 2.7924, loss: 2.7924, grad_norm: 1.9777 2021-01-23 15:24:38,952 - mmaction - INFO - Epoch [115][1640/2147] lr: 1.171e-01, eta: 5 days, 20:19:46, time: 1.625, data_time: 0.015, memory: 16628, top1_acc: 0.3670, top5_acc: 0.6147, loss_cls: 2.8647, loss: 2.8647, grad_norm: 2.0137 2021-01-23 15:25:10,582 - mmaction - INFO - Epoch [115][1660/2147] lr: 1.171e-01, eta: 5 days, 20:19:11, time: 1.581, data_time: 0.005, memory: 16628, top1_acc: 0.3754, top5_acc: 0.6402, loss_cls: 2.8192, loss: 2.8192, grad_norm: 1.9691 2021-01-23 15:25:42,238 - mmaction - INFO - Epoch [115][1680/2147] lr: 1.171e-01, eta: 5 days, 20:18:35, time: 1.557, data_time: 0.003, memory: 16628, top1_acc: 0.3603, top5_acc: 0.6143, loss_cls: 2.8881, loss: 2.8881, grad_norm: 1.9476 2021-01-23 15:26:12,433 - mmaction - INFO - Epoch [115][1700/2147] lr: 1.171e-01, eta: 5 days, 20:17:58, time: 1.535, data_time: 0.035, memory: 16628, top1_acc: 0.3420, top5_acc: 0.6170, loss_cls: 2.8875, loss: 2.8875, grad_norm: 1.9511 2021-01-23 15:26:45,629 - mmaction - INFO - Epoch [115][1720/2147] lr: 1.171e-01, eta: 5 days, 20:17:25, time: 1.661, data_time: 0.005, memory: 16628, top1_acc: 0.3687, top5_acc: 0.6147, loss_cls: 2.8632, loss: 2.8632, grad_norm: 1.9674 2021-01-23 15:27:16,148 - mmaction - INFO - Epoch [115][1740/2147] lr: 1.171e-01, eta: 5 days, 20:16:48, time: 1.526, data_time: 0.003, memory: 16628, top1_acc: 0.3665, top5_acc: 0.6268, loss_cls: 2.8414, loss: 2.8414, grad_norm: 1.9881 2021-01-23 15:27:45,021 - mmaction - INFO - Epoch [115][1760/2147] lr: 1.171e-01, eta: 5 days, 20:16:09, time: 1.443, data_time: 0.008, memory: 16628, top1_acc: 0.3728, top5_acc: 0.6344, loss_cls: 2.7951, loss: 2.7951, grad_norm: 1.9774 2021-01-23 15:28:16,266 - mmaction - INFO - Epoch [115][1780/2147] lr: 1.171e-01, eta: 5 days, 20:15:33, time: 1.561, data_time: 0.007, memory: 16628, top1_acc: 0.3638, top5_acc: 0.6196, loss_cls: 2.8643, loss: 2.8643, grad_norm: 2.0001 2021-01-23 15:28:49,106 - mmaction - INFO - Epoch [115][1800/2147] lr: 1.171e-01, eta: 5 days, 20:14:59, time: 1.633, data_time: 0.007, memory: 16628, top1_acc: 0.3687, top5_acc: 0.6246, loss_cls: 2.8693, loss: 2.8693, grad_norm: 1.9904 2021-01-23 15:29:20,868 - mmaction - INFO - Epoch [115][1820/2147] lr: 1.171e-01, eta: 5 days, 20:14:24, time: 1.591, data_time: 0.015, memory: 16628, top1_acc: 0.3656, top5_acc: 0.6121, loss_cls: 2.9186, loss: 2.9186, grad_norm: 2.0464 2021-01-23 15:29:50,133 - mmaction - INFO - Epoch [115][1840/2147] lr: 1.171e-01, eta: 5 days, 20:13:46, time: 1.468, data_time: 0.013, memory: 16628, top1_acc: 0.3741, top5_acc: 0.6232, loss_cls: 2.7929, loss: 2.7929, grad_norm: 1.9563 2021-01-23 15:30:19,703 - mmaction - INFO - Epoch [115][1860/2147] lr: 1.171e-01, eta: 5 days, 20:13:08, time: 1.475, data_time: 0.006, memory: 16628, top1_acc: 0.3719, top5_acc: 0.6201, loss_cls: 2.8383, loss: 2.8383, grad_norm: 2.0123 2021-01-23 15:30:53,040 - mmaction - INFO - Epoch [115][1880/2147] lr: 1.171e-01, eta: 5 days, 20:12:35, time: 1.670, data_time: 0.015, memory: 16628, top1_acc: 0.3612, top5_acc: 0.6161, loss_cls: 2.8865, loss: 2.8865, grad_norm: 2.0689 2021-01-23 15:31:21,893 - mmaction - INFO - Epoch [115][1900/2147] lr: 1.171e-01, eta: 5 days, 20:11:56, time: 1.442, data_time: 0.022, memory: 16628, top1_acc: 0.3634, top5_acc: 0.6187, loss_cls: 2.8597, loss: 2.8597, grad_norm: 2.0525 2021-01-23 15:31:56,968 - mmaction - INFO - Epoch [115][1920/2147] lr: 1.171e-01, eta: 5 days, 20:11:25, time: 1.753, data_time: 0.114, memory: 16628, top1_acc: 0.3451, top5_acc: 0.5888, loss_cls: 3.0090, loss: 3.0090, grad_norm: 2.0655 2021-01-23 15:32:26,348 - mmaction - INFO - Epoch [115][1940/2147] lr: 1.171e-01, eta: 5 days, 20:10:47, time: 1.471, data_time: 0.014, memory: 16628, top1_acc: 0.3545, top5_acc: 0.6107, loss_cls: 2.9186, loss: 2.9186, grad_norm: 1.9622 2021-01-23 15:32:58,408 - mmaction - INFO - Epoch [115][1960/2147] lr: 1.171e-01, eta: 5 days, 20:10:12, time: 1.600, data_time: 0.008, memory: 16628, top1_acc: 0.3598, top5_acc: 0.6161, loss_cls: 2.9035, loss: 2.9035, grad_norm: 1.9749 2021-01-23 15:33:27,762 - mmaction - INFO - Epoch [115][1980/2147] lr: 1.171e-01, eta: 5 days, 20:09:34, time: 1.472, data_time: 0.016, memory: 16628, top1_acc: 0.3638, top5_acc: 0.6143, loss_cls: 2.8905, loss: 2.8905, grad_norm: 2.0054 2021-01-23 15:33:59,568 - mmaction - INFO - Epoch [115][2000/2147] lr: 1.171e-01, eta: 5 days, 20:08:58, time: 1.590, data_time: 0.003, memory: 16628, top1_acc: 0.3714, top5_acc: 0.6295, loss_cls: 2.8334, loss: 2.8334, grad_norm: 1.9496 2021-01-23 15:34:31,470 - mmaction - INFO - Epoch [115][2020/2147] lr: 1.171e-01, eta: 5 days, 20:08:23, time: 1.591, data_time: 0.005, memory: 16628, top1_acc: 0.3768, top5_acc: 0.6281, loss_cls: 2.7945, loss: 2.7945, grad_norm: 2.0007 2021-01-23 15:35:00,703 - mmaction - INFO - Epoch [115][2040/2147] lr: 1.171e-01, eta: 5 days, 20:07:45, time: 1.467, data_time: 0.011, memory: 16628, top1_acc: 0.3786, top5_acc: 0.6210, loss_cls: 2.8721, loss: 2.8721, grad_norm: 2.0002 2021-01-23 15:35:33,295 - mmaction - INFO - Epoch [115][2060/2147] lr: 1.171e-01, eta: 5 days, 20:07:11, time: 1.628, data_time: 0.003, memory: 16628, top1_acc: 0.3768, top5_acc: 0.6429, loss_cls: 2.7739, loss: 2.7739, grad_norm: 2.0148 2021-01-23 15:36:04,977 - mmaction - INFO - Epoch [115][2080/2147] lr: 1.171e-01, eta: 5 days, 20:06:35, time: 1.582, data_time: 0.009, memory: 16628, top1_acc: 0.3781, top5_acc: 0.6295, loss_cls: 2.7832, loss: 2.7832, grad_norm: 2.0254 2021-01-23 15:36:36,170 - mmaction - INFO - Epoch [115][2100/2147] lr: 1.171e-01, eta: 5 days, 20:06:00, time: 1.560, data_time: 0.010, memory: 16628, top1_acc: 0.3857, top5_acc: 0.6438, loss_cls: 2.7987, loss: 2.7987, grad_norm: 2.0312 2021-01-23 15:37:08,803 - mmaction - INFO - Epoch [115][2120/2147] lr: 1.171e-01, eta: 5 days, 20:05:25, time: 1.633, data_time: 0.010, memory: 16628, top1_acc: 0.3737, top5_acc: 0.6241, loss_cls: 2.8329, loss: 2.8329, grad_norm: 2.0337 2021-01-23 15:37:37,709 - mmaction - INFO - Epoch [115][2140/2147] lr: 1.171e-01, eta: 5 days, 20:04:47, time: 1.447, data_time: 0.007, memory: 16628, top1_acc: 0.3692, top5_acc: 0.6277, loss_cls: 2.8109, loss: 2.8109, grad_norm: 2.0044 2021-01-23 15:58:03,086 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-23 15:58:03,895 - mmaction - INFO - top1_acc 0.4238 top5_acc 0.7024 2021-01-23 15:58:03,896 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-23 15:58:03,951 - mmaction - INFO - mean_acc 0.4237 2021-01-23 15:58:03,960 - mmaction - INFO - Epoch(val) [115][2147] top1_acc: 0.4238, top5_acc: 0.7024, mean_class_accuracy: 0.4237 2021-01-23 16:03:35,423 - mmaction - INFO - Epoch [116][20/2147] lr: 1.159e-01, eta: 5 days, 20:09:52, time: 16.552, data_time: 15.010, memory: 16628, top1_acc: 0.3830, top5_acc: 0.6272, loss_cls: 2.8266, loss: 2.8266, grad_norm: 1.9919 2021-01-23 16:04:05,827 - mmaction - INFO - Epoch [116][40/2147] lr: 1.159e-01, eta: 5 days, 20:09:16, time: 1.520, data_time: 0.013, memory: 16628, top1_acc: 0.3661, top5_acc: 0.6152, loss_cls: 2.8890, loss: 2.8890, grad_norm: 2.0246 2021-01-23 16:04:35,407 - mmaction - INFO - Epoch [116][60/2147] lr: 1.159e-01, eta: 5 days, 20:08:38, time: 1.479, data_time: 0.006, memory: 16628, top1_acc: 0.3857, top5_acc: 0.6357, loss_cls: 2.8066, loss: 2.8066, grad_norm: 1.9860 2021-01-23 16:05:08,221 - mmaction - INFO - Epoch [116][80/2147] lr: 1.159e-01, eta: 5 days, 20:08:04, time: 1.643, data_time: 0.011, memory: 16628, top1_acc: 0.3687, top5_acc: 0.6339, loss_cls: 2.7779, loss: 2.7779, grad_norm: 1.9817 2021-01-23 16:05:39,113 - mmaction - INFO - Epoch [116][100/2147] lr: 1.159e-01, eta: 5 days, 20:07:27, time: 1.543, data_time: 0.009, memory: 16628, top1_acc: 0.3647, top5_acc: 0.6183, loss_cls: 2.8401, loss: 2.8401, grad_norm: 2.0646 2021-01-23 16:06:08,171 - mmaction - INFO - Epoch [116][120/2147] lr: 1.159e-01, eta: 5 days, 20:06:49, time: 1.457, data_time: 0.007, memory: 16628, top1_acc: 0.3701, top5_acc: 0.6192, loss_cls: 2.8291, loss: 2.8291, grad_norm: 2.0331 2021-01-23 16:06:37,355 - mmaction - INFO - Epoch [116][140/2147] lr: 1.159e-01, eta: 5 days, 20:06:10, time: 1.459, data_time: 0.004, memory: 16628, top1_acc: 0.3357, top5_acc: 0.6098, loss_cls: 2.9174, loss: 2.9174, grad_norm: 2.0453 2021-01-23 16:07:09,404 - mmaction - INFO - Epoch [116][160/2147] lr: 1.159e-01, eta: 5 days, 20:05:35, time: 1.602, data_time: 0.003, memory: 16628, top1_acc: 0.3772, top5_acc: 0.6424, loss_cls: 2.7855, loss: 2.7855, grad_norm: 1.9686 2021-01-23 16:07:39,591 - mmaction - INFO - Epoch [116][180/2147] lr: 1.159e-01, eta: 5 days, 20:04:58, time: 1.510, data_time: 0.002, memory: 16628, top1_acc: 0.3996, top5_acc: 0.6321, loss_cls: 2.7916, loss: 2.7916, grad_norm: 1.9663 2021-01-23 16:08:08,846 - mmaction - INFO - Epoch [116][200/2147] lr: 1.159e-01, eta: 5 days, 20:04:20, time: 1.462, data_time: 0.004, memory: 16628, top1_acc: 0.3973, top5_acc: 0.6388, loss_cls: 2.7700, loss: 2.7700, grad_norm: 1.9850 2021-01-23 16:08:39,810 - mmaction - INFO - Epoch [116][220/2147] lr: 1.159e-01, eta: 5 days, 20:03:44, time: 1.548, data_time: 0.008, memory: 16628, top1_acc: 0.3679, top5_acc: 0.6295, loss_cls: 2.8349, loss: 2.8349, grad_norm: 2.0517 2021-01-23 16:09:09,021 - mmaction - INFO - Epoch [116][240/2147] lr: 1.159e-01, eta: 5 days, 20:03:05, time: 1.461, data_time: 0.003, memory: 16628, top1_acc: 0.3754, top5_acc: 0.6192, loss_cls: 2.8833, loss: 2.8833, grad_norm: 2.0299 2021-01-23 16:09:38,112 - mmaction - INFO - Epoch [116][260/2147] lr: 1.159e-01, eta: 5 days, 20:02:27, time: 1.452, data_time: 0.005, memory: 16628, top1_acc: 0.3478, top5_acc: 0.6094, loss_cls: 2.9328, loss: 2.9328, grad_norm: 2.0065 2021-01-23 16:10:08,927 - mmaction - INFO - Epoch [116][280/2147] lr: 1.159e-01, eta: 5 days, 20:01:50, time: 1.544, data_time: 0.010, memory: 16628, top1_acc: 0.3835, top5_acc: 0.6196, loss_cls: 2.8240, loss: 2.8240, grad_norm: 1.9800 2021-01-23 16:10:38,071 - mmaction - INFO - Epoch [116][300/2147] lr: 1.159e-01, eta: 5 days, 20:01:12, time: 1.456, data_time: 0.002, memory: 16628, top1_acc: 0.3812, top5_acc: 0.6246, loss_cls: 2.7667, loss: 2.7667, grad_norm: 2.0122 2021-01-23 16:11:09,465 - mmaction - INFO - Epoch [116][320/2147] lr: 1.159e-01, eta: 5 days, 20:00:36, time: 1.568, data_time: 0.006, memory: 16628, top1_acc: 0.3781, top5_acc: 0.6397, loss_cls: 2.7598, loss: 2.7598, grad_norm: 2.0332 2021-01-23 16:11:45,896 - mmaction - INFO - Epoch [116][340/2147] lr: 1.159e-01, eta: 5 days, 20:00:06, time: 1.806, data_time: 0.018, memory: 16628, top1_acc: 0.3848, top5_acc: 0.6379, loss_cls: 2.8034, loss: 2.8034, grad_norm: 1.9726 2021-01-23 16:12:14,527 - mmaction - INFO - Epoch [116][360/2147] lr: 1.159e-01, eta: 5 days, 19:59:27, time: 1.448, data_time: 0.020, memory: 16628, top1_acc: 0.3647, top5_acc: 0.6295, loss_cls: 2.8117, loss: 2.8117, grad_norm: 2.0017 2021-01-23 16:12:45,867 - mmaction - INFO - Epoch [116][380/2147] lr: 1.159e-01, eta: 5 days, 19:58:52, time: 1.568, data_time: 0.003, memory: 16628, top1_acc: 0.3710, top5_acc: 0.6397, loss_cls: 2.7878, loss: 2.7878, grad_norm: 2.0130 2021-01-23 16:13:17,772 - mmaction - INFO - Epoch [116][400/2147] lr: 1.159e-01, eta: 5 days, 19:58:17, time: 1.592, data_time: 0.005, memory: 16628, top1_acc: 0.3772, top5_acc: 0.6165, loss_cls: 2.8681, loss: 2.8681, grad_norm: 2.0369 2021-01-23 16:13:51,026 - mmaction - INFO - Epoch [116][420/2147] lr: 1.159e-01, eta: 5 days, 19:57:42, time: 1.634, data_time: 0.034, memory: 16628, top1_acc: 0.3661, top5_acc: 0.6272, loss_cls: 2.7644, loss: 2.7644, grad_norm: 2.0276 2021-01-23 16:14:19,893 - mmaction - INFO - Epoch [116][440/2147] lr: 1.159e-01, eta: 5 days, 19:57:04, time: 1.474, data_time: 0.038, memory: 16628, top1_acc: 0.3629, top5_acc: 0.6219, loss_cls: 2.8257, loss: 2.8257, grad_norm: 2.0298 2021-01-23 16:14:51,279 - mmaction - INFO - Epoch [116][460/2147] lr: 1.159e-01, eta: 5 days, 19:56:29, time: 1.567, data_time: 0.004, memory: 16628, top1_acc: 0.3603, top5_acc: 0.6138, loss_cls: 2.8905, loss: 2.8905, grad_norm: 2.0491 2021-01-23 16:15:21,980 - mmaction - INFO - Epoch [116][480/2147] lr: 1.159e-01, eta: 5 days, 19:55:52, time: 1.537, data_time: 0.009, memory: 16628, top1_acc: 0.3585, top5_acc: 0.6277, loss_cls: 2.8396, loss: 2.8396, grad_norm: 2.0402 2021-01-23 16:15:54,459 - mmaction - INFO - Epoch [116][500/2147] lr: 1.159e-01, eta: 5 days, 19:55:18, time: 1.625, data_time: 0.008, memory: 16628, top1_acc: 0.3647, top5_acc: 0.6125, loss_cls: 2.8881, loss: 2.8881, grad_norm: 1.9991 2021-01-23 16:16:23,518 - mmaction - INFO - Epoch [116][520/2147] lr: 1.159e-01, eta: 5 days, 19:54:39, time: 1.453, data_time: 0.003, memory: 16628, top1_acc: 0.3625, top5_acc: 0.6295, loss_cls: 2.8527, loss: 2.8527, grad_norm: 1.9835 2021-01-23 16:16:53,554 - mmaction - INFO - Epoch [116][540/2147] lr: 1.159e-01, eta: 5 days, 19:54:02, time: 1.501, data_time: 0.004, memory: 16628, top1_acc: 0.3670, top5_acc: 0.6223, loss_cls: 2.8740, loss: 2.8740, grad_norm: 2.0249 2021-01-23 16:17:25,635 - mmaction - INFO - Epoch [116][560/2147] lr: 1.159e-01, eta: 5 days, 19:53:27, time: 1.599, data_time: 0.002, memory: 16628, top1_acc: 0.3719, top5_acc: 0.6411, loss_cls: 2.8317, loss: 2.8317, grad_norm: 1.9965 2021-01-23 16:17:58,317 - mmaction - INFO - Epoch [116][580/2147] lr: 1.159e-01, eta: 5 days, 19:52:53, time: 1.639, data_time: 0.009, memory: 16628, top1_acc: 0.3710, top5_acc: 0.6192, loss_cls: 2.8492, loss: 2.8492, grad_norm: 1.9882 2021-01-23 16:18:31,071 - mmaction - INFO - Epoch [116][600/2147] lr: 1.159e-01, eta: 5 days, 19:52:19, time: 1.638, data_time: 0.010, memory: 16628, top1_acc: 0.3821, top5_acc: 0.6384, loss_cls: 2.7901, loss: 2.7901, grad_norm: 1.9854 2021-01-23 16:19:03,937 - mmaction - INFO - Epoch [116][620/2147] lr: 1.159e-01, eta: 5 days, 19:51:45, time: 1.637, data_time: 0.003, memory: 16628, top1_acc: 0.3857, top5_acc: 0.6321, loss_cls: 2.7908, loss: 2.7908, grad_norm: 2.0030 2021-01-23 16:19:32,980 - mmaction - INFO - Epoch [116][640/2147] lr: 1.159e-01, eta: 5 days, 19:51:06, time: 1.457, data_time: 0.013, memory: 16628, top1_acc: 0.3929, top5_acc: 0.6464, loss_cls: 2.7568, loss: 2.7568, grad_norm: 1.9900 2021-01-23 16:20:02,181 - mmaction - INFO - Epoch [116][660/2147] lr: 1.159e-01, eta: 5 days, 19:50:28, time: 1.458, data_time: 0.005, memory: 16628, top1_acc: 0.3844, top5_acc: 0.6388, loss_cls: 2.8244, loss: 2.8244, grad_norm: 2.0107 2021-01-23 16:20:31,061 - mmaction - INFO - Epoch [116][680/2147] lr: 1.159e-01, eta: 5 days, 19:49:49, time: 1.447, data_time: 0.009, memory: 16628, top1_acc: 0.3728, top5_acc: 0.6250, loss_cls: 2.8415, loss: 2.8415, grad_norm: 2.0063 2021-01-23 16:20:59,476 - mmaction - INFO - Epoch [116][700/2147] lr: 1.159e-01, eta: 5 days, 19:49:10, time: 1.422, data_time: 0.005, memory: 16628, top1_acc: 0.3719, top5_acc: 0.6250, loss_cls: 2.8193, loss: 2.8193, grad_norm: 1.9977 2021-01-23 16:21:31,024 - mmaction - INFO - Epoch [116][720/2147] lr: 1.159e-01, eta: 5 days, 19:48:34, time: 1.576, data_time: 0.006, memory: 16628, top1_acc: 0.3777, top5_acc: 0.6232, loss_cls: 2.8497, loss: 2.8497, grad_norm: 1.9998 2021-01-23 16:22:16,809 - mmaction - INFO - Epoch [116][740/2147] lr: 1.159e-01, eta: 5 days, 19:48:16, time: 2.289, data_time: 0.017, memory: 16628, top1_acc: 0.3737, top5_acc: 0.6304, loss_cls: 2.8360, loss: 2.8360, grad_norm: 1.9795 2021-01-23 16:22:45,516 - mmaction - INFO - Epoch [116][760/2147] lr: 1.159e-01, eta: 5 days, 19:47:37, time: 1.430, data_time: 0.006, memory: 16628, top1_acc: 0.3661, top5_acc: 0.6335, loss_cls: 2.8382, loss: 2.8382, grad_norm: 2.0472 2021-01-23 16:23:17,190 - mmaction - INFO - Epoch [116][780/2147] lr: 1.159e-01, eta: 5 days, 19:47:02, time: 1.586, data_time: 0.013, memory: 16628, top1_acc: 0.3683, top5_acc: 0.6246, loss_cls: 2.8520, loss: 2.8520, grad_norm: 2.0362 2021-01-23 16:23:45,852 - mmaction - INFO - Epoch [116][800/2147] lr: 1.159e-01, eta: 5 days, 19:46:23, time: 1.436, data_time: 0.008, memory: 16628, top1_acc: 0.3728, top5_acc: 0.6187, loss_cls: 2.8618, loss: 2.8618, grad_norm: 1.9804 2021-01-23 16:24:15,865 - mmaction - INFO - Epoch [116][820/2147] lr: 1.159e-01, eta: 5 days, 19:45:46, time: 1.500, data_time: 0.003, memory: 16628, top1_acc: 0.3897, top5_acc: 0.6366, loss_cls: 2.7890, loss: 2.7890, grad_norm: 1.9850 2021-01-23 16:24:44,756 - mmaction - INFO - Epoch [116][840/2147] lr: 1.159e-01, eta: 5 days, 19:45:07, time: 1.445, data_time: 0.007, memory: 16628, top1_acc: 0.3692, top5_acc: 0.6299, loss_cls: 2.8233, loss: 2.8233, grad_norm: 2.0859 2021-01-23 16:25:16,910 - mmaction - INFO - Epoch [116][860/2147] lr: 1.159e-01, eta: 5 days, 19:44:32, time: 1.605, data_time: 0.012, memory: 16628, top1_acc: 0.3821, top5_acc: 0.6317, loss_cls: 2.7825, loss: 2.7825, grad_norm: 2.0908 2021-01-23 16:25:45,743 - mmaction - INFO - Epoch [116][880/2147] lr: 1.159e-01, eta: 5 days, 19:43:53, time: 1.444, data_time: 0.007, memory: 16628, top1_acc: 0.3875, top5_acc: 0.6321, loss_cls: 2.7685, loss: 2.7685, grad_norm: 2.0061 2021-01-23 16:26:15,756 - mmaction - INFO - Epoch [116][900/2147] lr: 1.159e-01, eta: 5 days, 19:43:16, time: 1.500, data_time: 0.003, memory: 16628, top1_acc: 0.3683, top5_acc: 0.6259, loss_cls: 2.8727, loss: 2.8727, grad_norm: 2.0768 2021-01-23 16:26:51,933 - mmaction - INFO - Epoch [116][920/2147] lr: 1.159e-01, eta: 5 days, 19:42:46, time: 1.807, data_time: 0.008, memory: 16628, top1_acc: 0.3737, top5_acc: 0.6152, loss_cls: 2.8515, loss: 2.8515, grad_norm: 1.9837 2021-01-23 16:27:23,256 - mmaction - INFO - Epoch [116][940/2147] lr: 1.159e-01, eta: 5 days, 19:42:10, time: 1.568, data_time: 0.011, memory: 16628, top1_acc: 0.3795, top5_acc: 0.6348, loss_cls: 2.7955, loss: 2.7955, grad_norm: 2.0094 2021-01-23 16:27:54,277 - mmaction - INFO - Epoch [116][960/2147] lr: 1.159e-01, eta: 5 days, 19:41:34, time: 1.553, data_time: 0.004, memory: 16628, top1_acc: 0.3696, top5_acc: 0.6138, loss_cls: 2.9099, loss: 2.9099, grad_norm: 2.0077 2021-01-23 16:28:24,981 - mmaction - INFO - Epoch [116][980/2147] lr: 1.159e-01, eta: 5 days, 19:40:58, time: 1.536, data_time: 0.002, memory: 16628, top1_acc: 0.3603, top5_acc: 0.6299, loss_cls: 2.8867, loss: 2.8867, grad_norm: 2.0266 2021-01-23 16:28:56,012 - mmaction - INFO - Epoch [116][1000/2147] lr: 1.159e-01, eta: 5 days, 19:40:21, time: 1.532, data_time: 0.008, memory: 16628, top1_acc: 0.3652, top5_acc: 0.6156, loss_cls: 2.8611, loss: 2.8611, grad_norm: 1.9987 2021-01-23 16:29:24,914 - mmaction - INFO - Epoch [116][1020/2147] lr: 1.159e-01, eta: 5 days, 19:39:43, time: 1.461, data_time: 0.024, memory: 16628, top1_acc: 0.3705, top5_acc: 0.6187, loss_cls: 2.8943, loss: 2.8943, grad_norm: 2.0708 2021-01-23 16:29:55,180 - mmaction - INFO - Epoch [116][1040/2147] lr: 1.159e-01, eta: 5 days, 19:39:06, time: 1.516, data_time: 0.005, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6161, loss_cls: 2.8647, loss: 2.8647, grad_norm: 2.0677 2021-01-23 16:30:24,472 - mmaction - INFO - Epoch [116][1060/2147] lr: 1.159e-01, eta: 5 days, 19:38:27, time: 1.463, data_time: 0.007, memory: 16628, top1_acc: 0.3536, top5_acc: 0.6228, loss_cls: 2.8965, loss: 2.8965, grad_norm: 2.0540 2021-01-23 16:30:54,801 - mmaction - INFO - Epoch [116][1080/2147] lr: 1.159e-01, eta: 5 days, 19:37:50, time: 1.515, data_time: 0.006, memory: 16628, top1_acc: 0.3540, top5_acc: 0.6112, loss_cls: 2.8801, loss: 2.8801, grad_norm: 2.0129 2021-01-23 16:31:26,275 - mmaction - INFO - Epoch [116][1100/2147] lr: 1.159e-01, eta: 5 days, 19:37:15, time: 1.571, data_time: 0.006, memory: 16628, top1_acc: 0.3638, top5_acc: 0.6201, loss_cls: 2.8597, loss: 2.8597, grad_norm: 2.0276 2021-01-23 16:31:58,780 - mmaction - INFO - Epoch [116][1120/2147] lr: 1.159e-01, eta: 5 days, 19:36:40, time: 1.628, data_time: 0.010, memory: 16628, top1_acc: 0.3902, top5_acc: 0.6259, loss_cls: 2.7878, loss: 2.7878, grad_norm: 1.9664 2021-01-23 16:32:27,864 - mmaction - INFO - Epoch [116][1140/2147] lr: 1.159e-01, eta: 5 days, 19:36:02, time: 1.455, data_time: 0.007, memory: 16628, top1_acc: 0.3353, top5_acc: 0.5996, loss_cls: 2.9670, loss: 2.9670, grad_norm: 2.0125 2021-01-23 16:32:58,318 - mmaction - INFO - Epoch [116][1160/2147] lr: 1.159e-01, eta: 5 days, 19:35:25, time: 1.524, data_time: 0.012, memory: 16628, top1_acc: 0.3683, top5_acc: 0.6174, loss_cls: 2.8748, loss: 2.8748, grad_norm: 1.9674 2021-01-23 16:33:29,389 - mmaction - INFO - Epoch [116][1180/2147] lr: 1.159e-01, eta: 5 days, 19:34:49, time: 1.544, data_time: 0.003, memory: 16628, top1_acc: 0.3951, top5_acc: 0.6442, loss_cls: 2.7377, loss: 2.7377, grad_norm: 1.9723 2021-01-23 16:34:00,024 - mmaction - INFO - Epoch [116][1200/2147] lr: 1.159e-01, eta: 5 days, 19:34:12, time: 1.525, data_time: 0.013, memory: 16628, top1_acc: 0.3737, top5_acc: 0.6210, loss_cls: 2.8725, loss: 2.8725, grad_norm: 2.0044 2021-01-23 16:34:29,503 - mmaction - INFO - Epoch [116][1220/2147] lr: 1.159e-01, eta: 5 days, 19:33:34, time: 1.486, data_time: 0.021, memory: 16628, top1_acc: 0.3875, top5_acc: 0.6375, loss_cls: 2.7718, loss: 2.7718, grad_norm: 1.9351 2021-01-23 16:34:58,625 - mmaction - INFO - Epoch [116][1240/2147] lr: 1.159e-01, eta: 5 days, 19:32:56, time: 1.460, data_time: 0.012, memory: 16628, top1_acc: 0.3638, top5_acc: 0.6192, loss_cls: 2.8483, loss: 2.8483, grad_norm: 1.9847 2021-01-23 16:35:29,428 - mmaction - INFO - Epoch [116][1260/2147] lr: 1.159e-01, eta: 5 days, 19:32:20, time: 1.538, data_time: 0.004, memory: 16628, top1_acc: 0.3746, top5_acc: 0.6259, loss_cls: 2.8035, loss: 2.8035, grad_norm: 2.0011 2021-01-23 16:35:59,592 - mmaction - INFO - Epoch [116][1280/2147] lr: 1.159e-01, eta: 5 days, 19:31:42, time: 1.510, data_time: 0.009, memory: 16628, top1_acc: 0.3692, top5_acc: 0.6348, loss_cls: 2.8111, loss: 2.8111, grad_norm: 2.0916 2021-01-23 16:36:31,548 - mmaction - INFO - Epoch [116][1300/2147] lr: 1.159e-01, eta: 5 days, 19:31:07, time: 1.597, data_time: 0.007, memory: 16628, top1_acc: 0.3576, top5_acc: 0.6121, loss_cls: 2.9073, loss: 2.9073, grad_norm: 2.0012 2021-01-23 16:37:01,392 - mmaction - INFO - Epoch [116][1320/2147] lr: 1.159e-01, eta: 5 days, 19:30:30, time: 1.495, data_time: 0.079, memory: 16628, top1_acc: 0.3656, top5_acc: 0.6228, loss_cls: 2.8965, loss: 2.8965, grad_norm: 2.0203 2021-01-23 16:37:32,394 - mmaction - INFO - Epoch [116][1340/2147] lr: 1.159e-01, eta: 5 days, 19:29:54, time: 1.540, data_time: 0.003, memory: 16628, top1_acc: 0.3741, top5_acc: 0.6241, loss_cls: 2.8076, loss: 2.8076, grad_norm: 1.9733 2021-01-23 16:38:01,264 - mmaction - INFO - Epoch [116][1360/2147] lr: 1.159e-01, eta: 5 days, 19:29:15, time: 1.454, data_time: 0.012, memory: 16628, top1_acc: 0.3638, top5_acc: 0.6152, loss_cls: 2.8863, loss: 2.8863, grad_norm: 2.0525 2021-01-23 16:38:32,267 - mmaction - INFO - Epoch [116][1380/2147] lr: 1.159e-01, eta: 5 days, 19:28:39, time: 1.546, data_time: 0.002, memory: 16628, top1_acc: 0.3763, top5_acc: 0.6232, loss_cls: 2.8648, loss: 2.8648, grad_norm: 2.0818 2021-01-23 16:39:01,012 - mmaction - INFO - Epoch [116][1400/2147] lr: 1.159e-01, eta: 5 days, 19:28:00, time: 1.439, data_time: 0.007, memory: 16628, top1_acc: 0.3638, top5_acc: 0.6219, loss_cls: 2.8440, loss: 2.8440, grad_norm: 2.0341 2021-01-23 16:39:30,311 - mmaction - INFO - Epoch [116][1420/2147] lr: 1.159e-01, eta: 5 days, 19:27:22, time: 1.465, data_time: 0.007, memory: 16628, top1_acc: 0.3674, top5_acc: 0.6219, loss_cls: 2.8894, loss: 2.8894, grad_norm: 2.0072 2021-01-23 16:40:00,314 - mmaction - INFO - Epoch [116][1440/2147] lr: 1.159e-01, eta: 5 days, 19:26:44, time: 1.499, data_time: 0.010, memory: 16628, top1_acc: 0.3670, top5_acc: 0.6317, loss_cls: 2.8000, loss: 2.8000, grad_norm: 1.9708 2021-01-23 16:40:31,107 - mmaction - INFO - Epoch [116][1460/2147] lr: 1.159e-01, eta: 5 days, 19:26:08, time: 1.542, data_time: 0.006, memory: 16628, top1_acc: 0.3754, top5_acc: 0.6304, loss_cls: 2.8142, loss: 2.8142, grad_norm: 2.0162 2021-01-23 16:41:00,695 - mmaction - INFO - Epoch [116][1480/2147] lr: 1.159e-01, eta: 5 days, 19:25:30, time: 1.479, data_time: 0.004, memory: 16628, top1_acc: 0.3540, top5_acc: 0.6196, loss_cls: 2.8982, loss: 2.8982, grad_norm: 2.0207 2021-01-23 16:41:30,232 - mmaction - INFO - Epoch [116][1500/2147] lr: 1.159e-01, eta: 5 days, 19:24:52, time: 1.476, data_time: 0.003, memory: 16628, top1_acc: 0.3674, top5_acc: 0.6326, loss_cls: 2.8122, loss: 2.8122, grad_norm: 2.0168 2021-01-23 16:42:02,463 - mmaction - INFO - Epoch [116][1520/2147] lr: 1.159e-01, eta: 5 days, 19:24:18, time: 1.606, data_time: 0.010, memory: 16628, top1_acc: 0.3768, top5_acc: 0.6317, loss_cls: 2.8351, loss: 2.8351, grad_norm: 2.0124 2021-01-23 16:42:31,237 - mmaction - INFO - Epoch [116][1540/2147] lr: 1.159e-01, eta: 5 days, 19:23:39, time: 1.444, data_time: 0.009, memory: 16628, top1_acc: 0.3455, top5_acc: 0.6045, loss_cls: 2.9229, loss: 2.9229, grad_norm: 1.9718 2021-01-23 16:43:03,324 - mmaction - INFO - Epoch [116][1560/2147] lr: 1.159e-01, eta: 5 days, 19:23:04, time: 1.606, data_time: 0.018, memory: 16628, top1_acc: 0.3875, top5_acc: 0.6196, loss_cls: 2.8293, loss: 2.8293, grad_norm: 1.9993 2021-01-23 16:43:35,799 - mmaction - INFO - Epoch [116][1580/2147] lr: 1.159e-01, eta: 5 days, 19:22:30, time: 1.622, data_time: 0.002, memory: 16628, top1_acc: 0.3665, top5_acc: 0.6250, loss_cls: 2.8434, loss: 2.8434, grad_norm: 2.0464 2021-01-23 16:44:05,744 - mmaction - INFO - Epoch [116][1600/2147] lr: 1.159e-01, eta: 5 days, 19:21:52, time: 1.492, data_time: 0.010, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6353, loss_cls: 2.8571, loss: 2.8571, grad_norm: 2.0144 2021-01-23 16:44:37,158 - mmaction - INFO - Epoch [116][1620/2147] lr: 1.159e-01, eta: 5 days, 19:21:17, time: 1.578, data_time: 0.010, memory: 16628, top1_acc: 0.3911, top5_acc: 0.6540, loss_cls: 2.7363, loss: 2.7363, grad_norm: 2.0125 2021-01-23 16:45:09,646 - mmaction - INFO - Epoch [116][1640/2147] lr: 1.159e-01, eta: 5 days, 19:20:42, time: 1.614, data_time: 0.005, memory: 16628, top1_acc: 0.3674, top5_acc: 0.6308, loss_cls: 2.8415, loss: 2.8415, grad_norm: 2.0260 2021-01-23 16:45:39,156 - mmaction - INFO - Epoch [116][1660/2147] lr: 1.159e-01, eta: 5 days, 19:20:04, time: 1.483, data_time: 0.012, memory: 16628, top1_acc: 0.3955, top5_acc: 0.6228, loss_cls: 2.8359, loss: 2.8359, grad_norm: 1.9612 2021-01-23 16:46:11,867 - mmaction - INFO - Epoch [116][1680/2147] lr: 1.159e-01, eta: 5 days, 19:19:30, time: 1.633, data_time: 0.011, memory: 16628, top1_acc: 0.4062, top5_acc: 0.6362, loss_cls: 2.7426, loss: 2.7426, grad_norm: 2.0096 2021-01-23 16:46:41,195 - mmaction - INFO - Epoch [116][1700/2147] lr: 1.159e-01, eta: 5 days, 19:18:52, time: 1.471, data_time: 0.007, memory: 16628, top1_acc: 0.3504, top5_acc: 0.6071, loss_cls: 2.9389, loss: 2.9389, grad_norm: 2.0709 2021-01-23 16:47:10,152 - mmaction - INFO - Epoch [116][1720/2147] lr: 1.159e-01, eta: 5 days, 19:18:14, time: 1.447, data_time: 0.006, memory: 16628, top1_acc: 0.3848, top5_acc: 0.6281, loss_cls: 2.8353, loss: 2.8353, grad_norm: 1.9592 2021-01-23 16:47:40,540 - mmaction - INFO - Epoch [116][1740/2147] lr: 1.159e-01, eta: 5 days, 19:17:37, time: 1.519, data_time: 0.005, memory: 16628, top1_acc: 0.3683, top5_acc: 0.6254, loss_cls: 2.8469, loss: 2.8469, grad_norm: 1.9943 2021-01-23 16:48:09,798 - mmaction - INFO - Epoch [116][1760/2147] lr: 1.159e-01, eta: 5 days, 19:16:58, time: 1.464, data_time: 0.004, memory: 16628, top1_acc: 0.3482, top5_acc: 0.6152, loss_cls: 2.9273, loss: 2.9273, grad_norm: 2.0380 2021-01-23 16:48:42,814 - mmaction - INFO - Epoch [116][1780/2147] lr: 1.159e-01, eta: 5 days, 19:16:25, time: 1.651, data_time: 0.006, memory: 16628, top1_acc: 0.3625, top5_acc: 0.6112, loss_cls: 2.8854, loss: 2.8854, grad_norm: 1.9490 2021-01-23 16:49:15,814 - mmaction - INFO - Epoch [116][1800/2147] lr: 1.159e-01, eta: 5 days, 19:15:51, time: 1.650, data_time: 0.009, memory: 16628, top1_acc: 0.3812, top5_acc: 0.6250, loss_cls: 2.8143, loss: 2.8143, grad_norm: 1.9627 2021-01-23 16:49:44,520 - mmaction - INFO - Epoch [116][1820/2147] lr: 1.159e-01, eta: 5 days, 19:15:12, time: 1.436, data_time: 0.003, memory: 16628, top1_acc: 0.3612, top5_acc: 0.6103, loss_cls: 2.8588, loss: 2.8588, grad_norm: 2.0000 2021-01-23 16:50:15,212 - mmaction - INFO - Epoch [116][1840/2147] lr: 1.159e-01, eta: 5 days, 19:14:36, time: 1.535, data_time: 0.003, memory: 16628, top1_acc: 0.3799, top5_acc: 0.6411, loss_cls: 2.7605, loss: 2.7605, grad_norm: 1.9688 2021-01-23 16:50:44,228 - mmaction - INFO - Epoch [116][1860/2147] lr: 1.159e-01, eta: 5 days, 19:13:57, time: 1.451, data_time: 0.003, memory: 16628, top1_acc: 0.3692, top5_acc: 0.6161, loss_cls: 2.8811, loss: 2.8811, grad_norm: 2.0119 2021-01-23 16:51:13,725 - mmaction - INFO - Epoch [116][1880/2147] lr: 1.159e-01, eta: 5 days, 19:13:19, time: 1.473, data_time: 0.003, memory: 16628, top1_acc: 0.3500, top5_acc: 0.6009, loss_cls: 2.9504, loss: 2.9504, grad_norm: 1.9734 2021-01-23 16:51:55,380 - mmaction - INFO - Epoch [116][1900/2147] lr: 1.159e-01, eta: 5 days, 19:12:56, time: 2.076, data_time: 0.005, memory: 16628, top1_acc: 0.3728, top5_acc: 0.6312, loss_cls: 2.8693, loss: 2.8693, grad_norm: 1.9694 2021-01-23 16:52:27,989 - mmaction - INFO - Epoch [116][1920/2147] lr: 1.159e-01, eta: 5 days, 19:12:22, time: 1.631, data_time: 0.018, memory: 16628, top1_acc: 0.3772, top5_acc: 0.6205, loss_cls: 2.8021, loss: 2.8021, grad_norm: 1.9977 2021-01-23 16:52:59,563 - mmaction - INFO - Epoch [116][1940/2147] lr: 1.159e-01, eta: 5 days, 19:11:46, time: 1.582, data_time: 0.016, memory: 16628, top1_acc: 0.3679, top5_acc: 0.6188, loss_cls: 2.8638, loss: 2.8638, grad_norm: 2.0077 2021-01-23 16:53:28,404 - mmaction - INFO - Epoch [116][1960/2147] lr: 1.159e-01, eta: 5 days, 19:11:08, time: 1.448, data_time: 0.011, memory: 16628, top1_acc: 0.3692, top5_acc: 0.6286, loss_cls: 2.8439, loss: 2.8439, grad_norm: 1.9823 2021-01-23 16:53:57,714 - mmaction - INFO - Epoch [116][1980/2147] lr: 1.159e-01, eta: 5 days, 19:10:29, time: 1.465, data_time: 0.003, memory: 16628, top1_acc: 0.3585, top5_acc: 0.6295, loss_cls: 2.8882, loss: 2.8882, grad_norm: 1.9956 2021-01-23 16:54:31,646 - mmaction - INFO - Epoch [116][2000/2147] lr: 1.159e-01, eta: 5 days, 19:09:57, time: 1.697, data_time: 0.003, memory: 16628, top1_acc: 0.3799, top5_acc: 0.6379, loss_cls: 2.7613, loss: 2.7613, grad_norm: 1.9927 2021-01-23 16:55:05,043 - mmaction - INFO - Epoch [116][2020/2147] lr: 1.159e-01, eta: 5 days, 19:09:24, time: 1.668, data_time: 0.004, memory: 16628, top1_acc: 0.3763, top5_acc: 0.6393, loss_cls: 2.8229, loss: 2.8229, grad_norm: 2.0375 2021-01-23 16:55:33,783 - mmaction - INFO - Epoch [116][2040/2147] lr: 1.159e-01, eta: 5 days, 19:08:45, time: 1.437, data_time: 0.008, memory: 16628, top1_acc: 0.3808, top5_acc: 0.6263, loss_cls: 2.8175, loss: 2.8175, grad_norm: 2.0593 2021-01-23 16:56:03,289 - mmaction - INFO - Epoch [116][2060/2147] lr: 1.159e-01, eta: 5 days, 19:08:07, time: 1.476, data_time: 0.003, memory: 16628, top1_acc: 0.3884, top5_acc: 0.6339, loss_cls: 2.8389, loss: 2.8389, grad_norm: 2.0544 2021-01-23 16:56:32,071 - mmaction - INFO - Epoch [116][2080/2147] lr: 1.159e-01, eta: 5 days, 19:07:28, time: 1.438, data_time: 0.004, memory: 16628, top1_acc: 0.3781, top5_acc: 0.6339, loss_cls: 2.8203, loss: 2.8203, grad_norm: 2.0280 2021-01-23 16:57:05,175 - mmaction - INFO - Epoch [116][2100/2147] lr: 1.159e-01, eta: 5 days, 19:06:54, time: 1.655, data_time: 0.059, memory: 16628, top1_acc: 0.3754, top5_acc: 0.6259, loss_cls: 2.8031, loss: 2.8031, grad_norm: 1.9937 2021-01-23 16:57:36,024 - mmaction - INFO - Epoch [116][2120/2147] lr: 1.159e-01, eta: 5 days, 19:06:18, time: 1.545, data_time: 0.006, memory: 16628, top1_acc: 0.3688, top5_acc: 0.6254, loss_cls: 2.8415, loss: 2.8415, grad_norm: 2.0521 2021-01-23 16:58:04,732 - mmaction - INFO - Epoch [116][2140/2147] lr: 1.159e-01, eta: 5 days, 19:05:39, time: 1.435, data_time: 0.002, memory: 16628, top1_acc: 0.3594, top5_acc: 0.6089, loss_cls: 2.9164, loss: 2.9164, grad_norm: 2.0324 2021-01-23 16:58:34,836 - mmaction - INFO - Saving checkpoint at 116 epochs 2021-01-23 17:04:06,502 - mmaction - INFO - Epoch [117][20/2147] lr: 1.147e-01, eta: 5 days, 19:10:38, time: 16.477, data_time: 14.793, memory: 16628, top1_acc: 0.3821, top5_acc: 0.6335, loss_cls: 2.7653, loss: 2.7653, grad_norm: 2.0087 2021-01-23 17:04:37,469 - mmaction - INFO - Epoch [117][40/2147] lr: 1.147e-01, eta: 5 days, 19:10:01, time: 1.540, data_time: 0.009, memory: 16628, top1_acc: 0.3817, top5_acc: 0.6348, loss_cls: 2.7194, loss: 2.7194, grad_norm: 2.0692 2021-01-23 17:05:06,680 - mmaction - INFO - Epoch [117][60/2147] lr: 1.147e-01, eta: 5 days, 19:09:23, time: 1.474, data_time: 0.020, memory: 16628, top1_acc: 0.3915, top5_acc: 0.6554, loss_cls: 2.7088, loss: 2.7088, grad_norm: 2.0273 2021-01-23 17:05:37,171 - mmaction - INFO - Epoch [117][80/2147] lr: 1.147e-01, eta: 5 days, 19:08:47, time: 1.526, data_time: 0.005, memory: 16628, top1_acc: 0.3862, top5_acc: 0.6281, loss_cls: 2.8092, loss: 2.8092, grad_norm: 2.0221 2021-01-23 17:06:08,202 - mmaction - INFO - Epoch [117][100/2147] lr: 1.147e-01, eta: 5 days, 19:08:10, time: 1.544, data_time: 0.004, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6321, loss_cls: 2.8655, loss: 2.8655, grad_norm: 2.0434 2021-01-23 17:06:39,151 - mmaction - INFO - Epoch [117][120/2147] lr: 1.147e-01, eta: 5 days, 19:07:34, time: 1.548, data_time: 0.016, memory: 16628, top1_acc: 0.3768, top5_acc: 0.6348, loss_cls: 2.8115, loss: 2.8115, grad_norm: 2.0372 2021-01-23 17:07:10,079 - mmaction - INFO - Epoch [117][140/2147] lr: 1.147e-01, eta: 5 days, 19:06:58, time: 1.552, data_time: 0.014, memory: 16628, top1_acc: 0.4107, top5_acc: 0.6496, loss_cls: 2.7034, loss: 2.7034, grad_norm: 2.0060 2021-01-23 17:07:42,028 - mmaction - INFO - Epoch [117][160/2147] lr: 1.147e-01, eta: 5 days, 19:06:23, time: 1.595, data_time: 0.009, memory: 16628, top1_acc: 0.3741, top5_acc: 0.6179, loss_cls: 2.8234, loss: 2.8234, grad_norm: 2.0821 2021-01-23 17:08:11,553 - mmaction - INFO - Epoch [117][180/2147] lr: 1.147e-01, eta: 5 days, 19:05:45, time: 1.477, data_time: 0.007, memory: 16628, top1_acc: 0.3527, top5_acc: 0.6281, loss_cls: 2.8479, loss: 2.8479, grad_norm: 1.9653 2021-01-23 17:08:40,564 - mmaction - INFO - Epoch [117][200/2147] lr: 1.147e-01, eta: 5 days, 19:05:06, time: 1.453, data_time: 0.007, memory: 16628, top1_acc: 0.3826, top5_acc: 0.6348, loss_cls: 2.7352, loss: 2.7352, grad_norm: 2.0029 2021-01-23 17:09:09,609 - mmaction - INFO - Epoch [117][220/2147] lr: 1.147e-01, eta: 5 days, 19:04:28, time: 1.441, data_time: 0.004, memory: 16628, top1_acc: 0.3754, top5_acc: 0.6268, loss_cls: 2.8228, loss: 2.8228, grad_norm: 2.0344 2021-01-23 17:09:40,062 - mmaction - INFO - Epoch [117][240/2147] lr: 1.147e-01, eta: 5 days, 19:03:51, time: 1.531, data_time: 0.016, memory: 16628, top1_acc: 0.3625, top5_acc: 0.6170, loss_cls: 2.8603, loss: 2.8603, grad_norm: 2.0391 2021-01-23 17:10:10,139 - mmaction - INFO - Epoch [117][260/2147] lr: 1.147e-01, eta: 5 days, 19:03:14, time: 1.506, data_time: 0.005, memory: 16628, top1_acc: 0.3562, top5_acc: 0.6147, loss_cls: 2.8951, loss: 2.8951, grad_norm: 2.0349 2021-01-23 17:10:38,921 - mmaction - INFO - Epoch [117][280/2147] lr: 1.147e-01, eta: 5 days, 19:02:35, time: 1.438, data_time: 0.002, memory: 16628, top1_acc: 0.4094, top5_acc: 0.6473, loss_cls: 2.6826, loss: 2.6826, grad_norm: 1.9814 2021-01-23 17:11:08,060 - mmaction - INFO - Epoch [117][300/2147] lr: 1.147e-01, eta: 5 days, 19:01:57, time: 1.458, data_time: 0.005, memory: 16628, top1_acc: 0.3737, top5_acc: 0.6321, loss_cls: 2.7847, loss: 2.7847, grad_norm: 2.0052 2021-01-23 17:11:39,274 - mmaction - INFO - Epoch [117][320/2147] lr: 1.147e-01, eta: 5 days, 19:01:20, time: 1.546, data_time: 0.001, memory: 16628, top1_acc: 0.3661, top5_acc: 0.6210, loss_cls: 2.8419, loss: 2.8419, grad_norm: 2.0707 2021-01-23 17:12:15,163 - mmaction - INFO - Epoch [117][340/2147] lr: 1.147e-01, eta: 5 days, 19:00:50, time: 1.802, data_time: 0.018, memory: 16628, top1_acc: 0.3603, top5_acc: 0.6183, loss_cls: 2.8874, loss: 2.8874, grad_norm: 2.0184 2021-01-23 17:12:45,381 - mmaction - INFO - Epoch [117][360/2147] lr: 1.147e-01, eta: 5 days, 19:00:13, time: 1.506, data_time: 0.011, memory: 16628, top1_acc: 0.3763, top5_acc: 0.6326, loss_cls: 2.7573, loss: 2.7573, grad_norm: 1.9904 2021-01-23 17:13:16,273 - mmaction - INFO - Epoch [117][380/2147] lr: 1.147e-01, eta: 5 days, 18:59:37, time: 1.552, data_time: 0.021, memory: 16628, top1_acc: 0.3719, top5_acc: 0.6295, loss_cls: 2.8144, loss: 2.8144, grad_norm: 2.0433 2021-01-23 17:13:46,360 - mmaction - INFO - Epoch [117][400/2147] lr: 1.147e-01, eta: 5 days, 18:59:00, time: 1.501, data_time: 0.006, memory: 16628, top1_acc: 0.3701, top5_acc: 0.6237, loss_cls: 2.8499, loss: 2.8499, grad_norm: 2.0491 2021-01-23 17:14:17,699 - mmaction - INFO - Epoch [117][420/2147] lr: 1.147e-01, eta: 5 days, 18:58:24, time: 1.571, data_time: 0.013, memory: 16628, top1_acc: 0.3683, top5_acc: 0.6321, loss_cls: 2.8278, loss: 2.8278, grad_norm: 1.9989 2021-01-23 17:14:47,761 - mmaction - INFO - Epoch [117][440/2147] lr: 1.147e-01, eta: 5 days, 18:57:47, time: 1.503, data_time: 0.006, memory: 16628, top1_acc: 0.3871, top5_acc: 0.6348, loss_cls: 2.7816, loss: 2.7816, grad_norm: 1.9646 2021-01-23 17:15:21,093 - mmaction - INFO - Epoch [117][460/2147] lr: 1.147e-01, eta: 5 days, 18:57:13, time: 1.668, data_time: 0.009, memory: 16628, top1_acc: 0.3661, top5_acc: 0.6241, loss_cls: 2.8225, loss: 2.8225, grad_norm: 1.9799 2021-01-23 17:15:52,157 - mmaction - INFO - Epoch [117][480/2147] lr: 1.147e-01, eta: 5 days, 18:56:37, time: 1.553, data_time: 0.009, memory: 16628, top1_acc: 0.3750, top5_acc: 0.6312, loss_cls: 2.8142, loss: 2.8142, grad_norm: 1.9662 2021-01-23 17:16:25,800 - mmaction - INFO - Epoch [117][500/2147] lr: 1.147e-01, eta: 5 days, 18:56:04, time: 1.681, data_time: 0.008, memory: 16628, top1_acc: 0.3915, top5_acc: 0.6371, loss_cls: 2.7566, loss: 2.7566, grad_norm: 2.0076 2021-01-23 17:17:05,551 - mmaction - INFO - Epoch [117][520/2147] lr: 1.147e-01, eta: 5 days, 18:55:39, time: 1.990, data_time: 0.009, memory: 16628, top1_acc: 0.3737, top5_acc: 0.6290, loss_cls: 2.7949, loss: 2.7949, grad_norm: 2.0377 2021-01-23 17:17:36,076 - mmaction - INFO - Epoch [117][540/2147] lr: 1.147e-01, eta: 5 days, 18:55:02, time: 1.527, data_time: 0.008, memory: 16628, top1_acc: 0.3844, top5_acc: 0.6223, loss_cls: 2.8304, loss: 2.8304, grad_norm: 1.9713 2021-01-23 17:18:08,652 - mmaction - INFO - Epoch [117][560/2147] lr: 1.147e-01, eta: 5 days, 18:54:28, time: 1.629, data_time: 0.004, memory: 16628, top1_acc: 0.3754, top5_acc: 0.6304, loss_cls: 2.7998, loss: 2.7998, grad_norm: 2.0160 2021-01-23 17:18:38,372 - mmaction - INFO - Epoch [117][580/2147] lr: 1.147e-01, eta: 5 days, 18:53:50, time: 1.484, data_time: 0.003, memory: 16628, top1_acc: 0.3924, top5_acc: 0.6469, loss_cls: 2.7456, loss: 2.7456, grad_norm: 2.0293 2021-01-23 17:19:07,435 - mmaction - INFO - Epoch [117][600/2147] lr: 1.147e-01, eta: 5 days, 18:53:12, time: 1.449, data_time: 0.005, memory: 16628, top1_acc: 0.3652, top5_acc: 0.6201, loss_cls: 2.8748, loss: 2.8748, grad_norm: 2.0638 2021-01-23 17:19:40,816 - mmaction - INFO - Epoch [117][620/2147] lr: 1.147e-01, eta: 5 days, 18:52:38, time: 1.671, data_time: 0.016, memory: 16628, top1_acc: 0.3692, top5_acc: 0.6277, loss_cls: 2.8457, loss: 2.8457, grad_norm: 2.0120 2021-01-23 17:20:10,717 - mmaction - INFO - Epoch [117][640/2147] lr: 1.147e-01, eta: 5 days, 18:52:01, time: 1.500, data_time: 0.007, memory: 16628, top1_acc: 0.3871, top5_acc: 0.6366, loss_cls: 2.7498, loss: 2.7498, grad_norm: 2.0105 2021-01-23 17:20:44,091 - mmaction - INFO - Epoch [117][660/2147] lr: 1.147e-01, eta: 5 days, 18:51:28, time: 1.667, data_time: 0.004, memory: 16628, top1_acc: 0.3741, top5_acc: 0.6286, loss_cls: 2.8544, loss: 2.8544, grad_norm: 2.0265 2021-01-23 17:21:15,785 - mmaction - INFO - Epoch [117][680/2147] lr: 1.147e-01, eta: 5 days, 18:50:52, time: 1.586, data_time: 0.005, memory: 16628, top1_acc: 0.3732, top5_acc: 0.6259, loss_cls: 2.8337, loss: 2.8337, grad_norm: 2.0131 2021-01-23 17:21:48,201 - mmaction - INFO - Epoch [117][700/2147] lr: 1.147e-01, eta: 5 days, 18:50:18, time: 1.621, data_time: 0.005, memory: 16628, top1_acc: 0.3607, top5_acc: 0.6134, loss_cls: 2.8689, loss: 2.8689, grad_norm: 2.0122 2021-01-23 17:22:18,040 - mmaction - INFO - Epoch [117][720/2147] lr: 1.147e-01, eta: 5 days, 18:49:40, time: 1.489, data_time: 0.003, memory: 16628, top1_acc: 0.3638, top5_acc: 0.6250, loss_cls: 2.8486, loss: 2.8486, grad_norm: 2.0464 2021-01-23 17:22:49,066 - mmaction - INFO - Epoch [117][740/2147] lr: 1.147e-01, eta: 5 days, 18:49:04, time: 1.553, data_time: 0.011, memory: 16628, top1_acc: 0.3665, top5_acc: 0.6187, loss_cls: 2.8975, loss: 2.8975, grad_norm: 2.0147 2021-01-23 17:23:17,755 - mmaction - INFO - Epoch [117][760/2147] lr: 1.147e-01, eta: 5 days, 18:48:25, time: 1.437, data_time: 0.005, memory: 16628, top1_acc: 0.3714, top5_acc: 0.6223, loss_cls: 2.8629, loss: 2.8629, grad_norm: 2.0059 2021-01-23 17:23:47,445 - mmaction - INFO - Epoch [117][780/2147] lr: 1.147e-01, eta: 5 days, 18:47:48, time: 1.483, data_time: 0.003, memory: 16628, top1_acc: 0.3830, top5_acc: 0.6223, loss_cls: 2.8632, loss: 2.8632, grad_norm: 2.0072 2021-01-23 17:24:17,594 - mmaction - INFO - Epoch [117][800/2147] lr: 1.147e-01, eta: 5 days, 18:47:11, time: 1.507, data_time: 0.023, memory: 16628, top1_acc: 0.3696, top5_acc: 0.6201, loss_cls: 2.8826, loss: 2.8826, grad_norm: 2.0415 2021-01-23 17:24:49,650 - mmaction - INFO - Epoch [117][820/2147] lr: 1.147e-01, eta: 5 days, 18:46:36, time: 1.603, data_time: 0.008, memory: 16628, top1_acc: 0.3799, top5_acc: 0.6286, loss_cls: 2.8426, loss: 2.8426, grad_norm: 1.9955 2021-01-23 17:25:20,834 - mmaction - INFO - Epoch [117][840/2147] lr: 1.147e-01, eta: 5 days, 18:46:00, time: 1.558, data_time: 0.010, memory: 16628, top1_acc: 0.3732, top5_acc: 0.6241, loss_cls: 2.8653, loss: 2.8653, grad_norm: 1.9926 2021-01-23 17:25:50,663 - mmaction - INFO - Epoch [117][860/2147] lr: 1.147e-01, eta: 5 days, 18:45:22, time: 1.494, data_time: 0.010, memory: 16628, top1_acc: 0.3768, top5_acc: 0.6473, loss_cls: 2.7888, loss: 2.7888, grad_norm: 2.0288 2021-01-23 17:26:19,612 - mmaction - INFO - Epoch [117][880/2147] lr: 1.147e-01, eta: 5 days, 18:44:44, time: 1.447, data_time: 0.002, memory: 16628, top1_acc: 0.3737, top5_acc: 0.6067, loss_cls: 2.8691, loss: 2.8691, grad_norm: 1.9950 2021-01-23 17:26:51,796 - mmaction - INFO - Epoch [117][900/2147] lr: 1.147e-01, eta: 5 days, 18:44:09, time: 1.610, data_time: 0.003, memory: 16628, top1_acc: 0.3705, top5_acc: 0.6268, loss_cls: 2.8233, loss: 2.8233, grad_norm: 2.0252 2021-01-23 17:27:22,191 - mmaction - INFO - Epoch [117][920/2147] lr: 1.147e-01, eta: 5 days, 18:43:32, time: 1.519, data_time: 0.008, memory: 16628, top1_acc: 0.3621, top5_acc: 0.6308, loss_cls: 2.8043, loss: 2.8043, grad_norm: 2.0548 2021-01-23 17:27:51,978 - mmaction - INFO - Epoch [117][940/2147] lr: 1.147e-01, eta: 5 days, 18:42:54, time: 1.488, data_time: 0.031, memory: 16628, top1_acc: 0.3598, top5_acc: 0.6183, loss_cls: 2.8702, loss: 2.8702, grad_norm: 2.0634 2021-01-23 17:28:22,993 - mmaction - INFO - Epoch [117][960/2147] lr: 1.147e-01, eta: 5 days, 18:42:18, time: 1.547, data_time: 0.008, memory: 16628, top1_acc: 0.3714, top5_acc: 0.6116, loss_cls: 2.8878, loss: 2.8878, grad_norm: 2.0401 2021-01-23 17:28:53,252 - mmaction - INFO - Epoch [117][980/2147] lr: 1.147e-01, eta: 5 days, 18:41:41, time: 1.519, data_time: 0.013, memory: 16628, top1_acc: 0.3714, top5_acc: 0.6210, loss_cls: 2.8334, loss: 2.8334, grad_norm: 1.9965 2021-01-23 17:29:23,665 - mmaction - INFO - Epoch [117][1000/2147] lr: 1.147e-01, eta: 5 days, 18:41:05, time: 1.521, data_time: 0.012, memory: 16628, top1_acc: 0.3598, top5_acc: 0.6179, loss_cls: 2.9004, loss: 2.9004, grad_norm: 2.0205 2021-01-23 17:29:55,030 - mmaction - INFO - Epoch [117][1020/2147] lr: 1.147e-01, eta: 5 days, 18:40:29, time: 1.567, data_time: 0.011, memory: 16628, top1_acc: 0.3643, top5_acc: 0.6183, loss_cls: 2.8877, loss: 2.8877, grad_norm: 2.0101 2021-01-23 17:30:25,733 - mmaction - INFO - Epoch [117][1040/2147] lr: 1.147e-01, eta: 5 days, 18:39:52, time: 1.535, data_time: 0.007, memory: 16628, top1_acc: 0.3665, top5_acc: 0.6125, loss_cls: 2.9405, loss: 2.9405, grad_norm: 2.0419 2021-01-23 17:30:54,985 - mmaction - INFO - Epoch [117][1060/2147] lr: 1.147e-01, eta: 5 days, 18:39:14, time: 1.465, data_time: 0.008, memory: 16628, top1_acc: 0.3710, top5_acc: 0.6228, loss_cls: 2.8710, loss: 2.8710, grad_norm: 1.9976 2021-01-23 17:31:26,341 - mmaction - INFO - Epoch [117][1080/2147] lr: 1.147e-01, eta: 5 days, 18:38:38, time: 1.568, data_time: 0.006, memory: 16628, top1_acc: 0.3804, top5_acc: 0.6304, loss_cls: 2.8271, loss: 2.8271, grad_norm: 2.0181 2021-01-23 17:32:05,888 - mmaction - INFO - Epoch [117][1100/2147] lr: 1.147e-01, eta: 5 days, 18:38:13, time: 1.975, data_time: 0.008, memory: 16628, top1_acc: 0.3754, top5_acc: 0.6371, loss_cls: 2.7828, loss: 2.7828, grad_norm: 2.0116 2021-01-23 17:32:34,545 - mmaction - INFO - Epoch [117][1120/2147] lr: 1.147e-01, eta: 5 days, 18:37:34, time: 1.436, data_time: 0.004, memory: 16628, top1_acc: 0.3795, top5_acc: 0.6357, loss_cls: 2.7504, loss: 2.7504, grad_norm: 1.9912 2021-01-23 17:33:03,148 - mmaction - INFO - Epoch [117][1140/2147] lr: 1.147e-01, eta: 5 days, 18:36:55, time: 1.428, data_time: 0.002, memory: 16628, top1_acc: 0.3830, top5_acc: 0.6326, loss_cls: 2.8380, loss: 2.8380, grad_norm: 2.0798 2021-01-23 17:33:35,241 - mmaction - INFO - Epoch [117][1160/2147] lr: 1.147e-01, eta: 5 days, 18:36:20, time: 1.607, data_time: 0.013, memory: 16628, top1_acc: 0.3629, top5_acc: 0.6071, loss_cls: 2.9138, loss: 2.9138, grad_norm: 2.0406 2021-01-23 17:34:06,158 - mmaction - INFO - Epoch [117][1180/2147] lr: 1.147e-01, eta: 5 days, 18:35:44, time: 1.544, data_time: 0.005, memory: 16628, top1_acc: 0.3518, top5_acc: 0.6054, loss_cls: 2.9542, loss: 2.9542, grad_norm: 2.0522 2021-01-23 17:34:35,900 - mmaction - INFO - Epoch [117][1200/2147] lr: 1.147e-01, eta: 5 days, 18:35:06, time: 1.488, data_time: 0.004, memory: 16628, top1_acc: 0.3719, top5_acc: 0.6286, loss_cls: 2.8303, loss: 2.8303, grad_norm: 1.9754 2021-01-23 17:35:05,532 - mmaction - INFO - Epoch [117][1220/2147] lr: 1.147e-01, eta: 5 days, 18:34:28, time: 1.482, data_time: 0.002, memory: 16628, top1_acc: 0.3670, top5_acc: 0.6393, loss_cls: 2.8065, loss: 2.8065, grad_norm: 1.9960 2021-01-23 17:35:34,429 - mmaction - INFO - Epoch [117][1240/2147] lr: 1.147e-01, eta: 5 days, 18:33:50, time: 1.444, data_time: 0.005, memory: 16628, top1_acc: 0.3835, top5_acc: 0.6442, loss_cls: 2.7657, loss: 2.7657, grad_norm: 2.0338 2021-01-23 17:36:07,817 - mmaction - INFO - Epoch [117][1260/2147] lr: 1.147e-01, eta: 5 days, 18:33:16, time: 1.667, data_time: 0.007, memory: 16628, top1_acc: 0.3795, top5_acc: 0.6277, loss_cls: 2.7977, loss: 2.7977, grad_norm: 2.0067 2021-01-23 17:36:44,427 - mmaction - INFO - Epoch [117][1280/2147] lr: 1.147e-01, eta: 5 days, 18:32:46, time: 1.808, data_time: 0.011, memory: 16628, top1_acc: 0.3665, top5_acc: 0.6147, loss_cls: 2.8507, loss: 2.8507, grad_norm: 2.0505 2021-01-23 17:37:15,731 - mmaction - INFO - Epoch [117][1300/2147] lr: 1.147e-01, eta: 5 days, 18:32:11, time: 1.579, data_time: 0.031, memory: 16628, top1_acc: 0.3937, top5_acc: 0.6286, loss_cls: 2.8250, loss: 2.8250, grad_norm: 2.0485 2021-01-23 17:37:44,533 - mmaction - INFO - Epoch [117][1320/2147] lr: 1.147e-01, eta: 5 days, 18:31:32, time: 1.452, data_time: 0.014, memory: 16628, top1_acc: 0.3634, top5_acc: 0.6241, loss_cls: 2.9271, loss: 2.9271, grad_norm: 1.9984 2021-01-23 17:38:15,835 - mmaction - INFO - Epoch [117][1340/2147] lr: 1.147e-01, eta: 5 days, 18:30:57, time: 1.566, data_time: 0.003, memory: 16628, top1_acc: 0.3643, top5_acc: 0.6188, loss_cls: 2.9028, loss: 2.9028, grad_norm: 1.9662 2021-01-23 17:38:46,828 - mmaction - INFO - Epoch [117][1360/2147] lr: 1.147e-01, eta: 5 days, 18:30:21, time: 1.549, data_time: 0.005, memory: 16628, top1_acc: 0.3687, top5_acc: 0.6272, loss_cls: 2.8605, loss: 2.8605, grad_norm: 2.0555 2021-01-23 17:39:15,780 - mmaction - INFO - Epoch [117][1380/2147] lr: 1.147e-01, eta: 5 days, 18:29:42, time: 1.448, data_time: 0.003, memory: 16628, top1_acc: 0.3661, top5_acc: 0.6286, loss_cls: 2.8563, loss: 2.8563, grad_norm: 2.0180 2021-01-23 17:39:47,608 - mmaction - INFO - Epoch [117][1400/2147] lr: 1.147e-01, eta: 5 days, 18:29:07, time: 1.592, data_time: 0.007, memory: 16628, top1_acc: 0.3741, top5_acc: 0.6241, loss_cls: 2.8491, loss: 2.8491, grad_norm: 1.9787 2021-01-23 17:40:16,440 - mmaction - INFO - Epoch [117][1420/2147] lr: 1.147e-01, eta: 5 days, 18:28:28, time: 1.439, data_time: 0.003, memory: 16628, top1_acc: 0.3906, top5_acc: 0.6379, loss_cls: 2.7632, loss: 2.7632, grad_norm: 1.9854 2021-01-23 17:40:47,166 - mmaction - INFO - Epoch [117][1440/2147] lr: 1.147e-01, eta: 5 days, 18:27:52, time: 1.537, data_time: 0.006, memory: 16628, top1_acc: 0.3621, top5_acc: 0.6304, loss_cls: 2.7955, loss: 2.7955, grad_norm: 2.0332 2021-01-23 17:41:17,862 - mmaction - INFO - Epoch [117][1460/2147] lr: 1.147e-01, eta: 5 days, 18:27:15, time: 1.536, data_time: 0.005, memory: 16628, top1_acc: 0.3737, top5_acc: 0.6402, loss_cls: 2.7572, loss: 2.7572, grad_norm: 1.9612 2021-01-23 17:41:47,757 - mmaction - INFO - Epoch [117][1480/2147] lr: 1.147e-01, eta: 5 days, 18:26:38, time: 1.494, data_time: 0.003, memory: 16628, top1_acc: 0.3786, top5_acc: 0.6277, loss_cls: 2.7885, loss: 2.7885, grad_norm: 2.0053 2021-01-23 17:42:21,028 - mmaction - INFO - Epoch [117][1500/2147] lr: 1.147e-01, eta: 5 days, 18:26:04, time: 1.661, data_time: 0.013, memory: 16628, top1_acc: 0.3759, top5_acc: 0.6344, loss_cls: 2.7752, loss: 2.7752, grad_norm: 1.9950 2021-01-23 17:42:51,110 - mmaction - INFO - Epoch [117][1520/2147] lr: 1.147e-01, eta: 5 days, 18:25:27, time: 1.508, data_time: 0.007, memory: 16628, top1_acc: 0.3571, top5_acc: 0.6259, loss_cls: 2.8696, loss: 2.8696, grad_norm: 2.0587 2021-01-23 17:43:20,945 - mmaction - INFO - Epoch [117][1540/2147] lr: 1.147e-01, eta: 5 days, 18:24:50, time: 1.484, data_time: 0.002, memory: 16628, top1_acc: 0.3817, top5_acc: 0.6268, loss_cls: 2.8182, loss: 2.8182, grad_norm: 2.0312 2021-01-23 17:43:49,880 - mmaction - INFO - Epoch [117][1560/2147] lr: 1.147e-01, eta: 5 days, 18:24:11, time: 1.446, data_time: 0.010, memory: 16628, top1_acc: 0.3638, top5_acc: 0.6165, loss_cls: 2.8787, loss: 2.8787, grad_norm: 2.0416 2021-01-23 17:44:22,535 - mmaction - INFO - Epoch [117][1580/2147] lr: 1.147e-01, eta: 5 days, 18:23:37, time: 1.641, data_time: 0.012, memory: 16628, top1_acc: 0.3643, top5_acc: 0.6393, loss_cls: 2.8317, loss: 2.8317, grad_norm: 2.0492 2021-01-23 17:44:54,061 - mmaction - INFO - Epoch [117][1600/2147] lr: 1.147e-01, eta: 5 days, 18:23:02, time: 1.577, data_time: 0.008, memory: 16628, top1_acc: 0.3674, top5_acc: 0.6228, loss_cls: 2.8660, loss: 2.8660, grad_norm: 2.0576 2021-01-23 17:45:25,897 - mmaction - INFO - Epoch [117][1620/2147] lr: 1.147e-01, eta: 5 days, 18:22:27, time: 1.590, data_time: 0.002, memory: 16628, top1_acc: 0.3866, top5_acc: 0.6263, loss_cls: 2.7822, loss: 2.7822, grad_norm: 2.0248 2021-01-23 17:45:57,584 - mmaction - INFO - Epoch [117][1640/2147] lr: 1.147e-01, eta: 5 days, 18:21:51, time: 1.571, data_time: 0.013, memory: 16628, top1_acc: 0.3652, top5_acc: 0.6165, loss_cls: 2.8903, loss: 2.8903, grad_norm: 2.0190 2021-01-23 17:46:26,088 - mmaction - INFO - Epoch [117][1660/2147] lr: 1.147e-01, eta: 5 days, 18:21:12, time: 1.437, data_time: 0.020, memory: 16628, top1_acc: 0.3674, top5_acc: 0.6058, loss_cls: 2.9141, loss: 2.9141, grad_norm: 2.0196 2021-01-23 17:47:03,879 - mmaction - INFO - Epoch [117][1680/2147] lr: 1.147e-01, eta: 5 days, 18:20:44, time: 1.891, data_time: 0.013, memory: 16628, top1_acc: 0.3728, top5_acc: 0.6223, loss_cls: 2.8558, loss: 2.8558, grad_norm: 1.9880 2021-01-23 17:47:34,505 - mmaction - INFO - Epoch [117][1700/2147] lr: 1.147e-01, eta: 5 days, 18:20:08, time: 1.531, data_time: 0.004, memory: 16628, top1_acc: 0.3763, top5_acc: 0.6174, loss_cls: 2.8488, loss: 2.8488, grad_norm: 2.0032 2021-01-23 17:48:04,154 - mmaction - INFO - Epoch [117][1720/2147] lr: 1.147e-01, eta: 5 days, 18:19:30, time: 1.479, data_time: 0.004, memory: 16628, top1_acc: 0.3835, top5_acc: 0.6433, loss_cls: 2.7476, loss: 2.7476, grad_norm: 2.0372 2021-01-23 17:48:33,397 - mmaction - INFO - Epoch [117][1740/2147] lr: 1.147e-01, eta: 5 days, 18:18:52, time: 1.466, data_time: 0.008, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6228, loss_cls: 2.8861, loss: 2.8861, grad_norm: 2.0249 2021-01-23 17:49:03,609 - mmaction - INFO - Epoch [117][1760/2147] lr: 1.147e-01, eta: 5 days, 18:18:15, time: 1.508, data_time: 0.004, memory: 16628, top1_acc: 0.3795, top5_acc: 0.6437, loss_cls: 2.7674, loss: 2.7674, grad_norm: 2.0266 2021-01-23 17:49:34,488 - mmaction - INFO - Epoch [117][1780/2147] lr: 1.147e-01, eta: 5 days, 18:17:38, time: 1.544, data_time: 0.005, memory: 16628, top1_acc: 0.3746, top5_acc: 0.6183, loss_cls: 2.8454, loss: 2.8454, grad_norm: 1.9785 2021-01-23 17:50:03,598 - mmaction - INFO - Epoch [117][1800/2147] lr: 1.147e-01, eta: 5 days, 18:17:00, time: 1.453, data_time: 0.007, memory: 16628, top1_acc: 0.3741, top5_acc: 0.6348, loss_cls: 2.8207, loss: 2.8207, grad_norm: 2.0419 2021-01-23 17:50:32,750 - mmaction - INFO - Epoch [117][1820/2147] lr: 1.147e-01, eta: 5 days, 18:16:22, time: 1.462, data_time: 0.010, memory: 16628, top1_acc: 0.3585, top5_acc: 0.6201, loss_cls: 2.8716, loss: 2.8716, grad_norm: 2.0475 2021-01-23 17:51:02,092 - mmaction - INFO - Epoch [117][1840/2147] lr: 1.147e-01, eta: 5 days, 18:15:44, time: 1.466, data_time: 0.006, memory: 16628, top1_acc: 0.3790, top5_acc: 0.6268, loss_cls: 2.8184, loss: 2.8184, grad_norm: 2.0025 2021-01-23 17:51:31,684 - mmaction - INFO - Epoch [117][1860/2147] lr: 1.147e-01, eta: 5 days, 18:15:06, time: 1.474, data_time: 0.006, memory: 16628, top1_acc: 0.3777, top5_acc: 0.6295, loss_cls: 2.8590, loss: 2.8590, grad_norm: 2.0135 2021-01-23 17:52:02,507 - mmaction - INFO - Epoch [117][1880/2147] lr: 1.147e-01, eta: 5 days, 18:14:30, time: 1.542, data_time: 0.095, memory: 16628, top1_acc: 0.3777, top5_acc: 0.6214, loss_cls: 2.8473, loss: 2.8473, grad_norm: 1.9997 2021-01-23 17:52:31,805 - mmaction - INFO - Epoch [117][1900/2147] lr: 1.147e-01, eta: 5 days, 18:13:52, time: 1.471, data_time: 0.009, memory: 16628, top1_acc: 0.3705, top5_acc: 0.6165, loss_cls: 2.8569, loss: 2.8569, grad_norm: 1.9895 2021-01-23 17:53:04,230 - mmaction - INFO - Epoch [117][1920/2147] lr: 1.147e-01, eta: 5 days, 18:13:17, time: 1.621, data_time: 0.010, memory: 16628, top1_acc: 0.3692, top5_acc: 0.6214, loss_cls: 2.8691, loss: 2.8691, grad_norm: 2.0082 2021-01-23 17:53:36,399 - mmaction - INFO - Epoch [117][1940/2147] lr: 1.147e-01, eta: 5 days, 18:12:42, time: 1.605, data_time: 0.002, memory: 16628, top1_acc: 0.3746, top5_acc: 0.6205, loss_cls: 2.8471, loss: 2.8471, grad_norm: 2.0497 2021-01-23 17:54:07,717 - mmaction - INFO - Epoch [117][1960/2147] lr: 1.147e-01, eta: 5 days, 18:12:07, time: 1.565, data_time: 0.012, memory: 16628, top1_acc: 0.3656, top5_acc: 0.6281, loss_cls: 2.8556, loss: 2.8556, grad_norm: 2.0262 2021-01-23 17:54:36,989 - mmaction - INFO - Epoch [117][1980/2147] lr: 1.147e-01, eta: 5 days, 18:11:29, time: 1.467, data_time: 0.008, memory: 16628, top1_acc: 0.3585, top5_acc: 0.6134, loss_cls: 2.9272, loss: 2.9272, grad_norm: 2.0070 2021-01-23 17:55:08,249 - mmaction - INFO - Epoch [117][2000/2147] lr: 1.147e-01, eta: 5 days, 18:10:53, time: 1.552, data_time: 0.006, memory: 16628, top1_acc: 0.3442, top5_acc: 0.6103, loss_cls: 2.9142, loss: 2.9142, grad_norm: 1.9443 2021-01-23 17:55:38,602 - mmaction - INFO - Epoch [117][2020/2147] lr: 1.147e-01, eta: 5 days, 18:10:16, time: 1.528, data_time: 0.018, memory: 16628, top1_acc: 0.3772, top5_acc: 0.6415, loss_cls: 2.7723, loss: 2.7723, grad_norm: 1.9903 2021-01-23 17:56:08,196 - mmaction - INFO - Epoch [117][2040/2147] lr: 1.147e-01, eta: 5 days, 18:09:38, time: 1.475, data_time: 0.003, memory: 16628, top1_acc: 0.3781, top5_acc: 0.6321, loss_cls: 2.8038, loss: 2.8038, grad_norm: 1.9981 2021-01-23 17:56:39,349 - mmaction - INFO - Epoch [117][2060/2147] lr: 1.147e-01, eta: 5 days, 18:09:02, time: 1.547, data_time: 0.016, memory: 16628, top1_acc: 0.3701, top5_acc: 0.6214, loss_cls: 2.8085, loss: 2.8085, grad_norm: 2.0044 2021-01-23 17:57:13,722 - mmaction - INFO - Epoch [117][2080/2147] lr: 1.147e-01, eta: 5 days, 18:08:30, time: 1.713, data_time: 0.023, memory: 16628, top1_acc: 0.3634, top5_acc: 0.6179, loss_cls: 2.8817, loss: 2.8817, grad_norm: 2.0233 2021-01-23 17:57:45,258 - mmaction - INFO - Epoch [117][2100/2147] lr: 1.147e-01, eta: 5 days, 18:07:55, time: 1.599, data_time: 0.027, memory: 16628, top1_acc: 0.3500, top5_acc: 0.6116, loss_cls: 2.9220, loss: 2.9220, grad_norm: 2.0528 2021-01-23 17:58:14,296 - mmaction - INFO - Epoch [117][2120/2147] lr: 1.147e-01, eta: 5 days, 18:07:17, time: 1.451, data_time: 0.002, memory: 16628, top1_acc: 0.3576, top5_acc: 0.6156, loss_cls: 2.8758, loss: 2.8758, grad_norm: 2.0250 2021-01-23 17:58:43,624 - mmaction - INFO - Epoch [117][2140/2147] lr: 1.147e-01, eta: 5 days, 18:06:38, time: 1.466, data_time: 0.003, memory: 16628, top1_acc: 0.3665, top5_acc: 0.6295, loss_cls: 2.8591, loss: 2.8591, grad_norm: 1.9871 2021-01-23 18:04:30,336 - mmaction - INFO - Epoch [118][20/2147] lr: 1.135e-01, eta: 5 days, 18:11:20, time: 15.981, data_time: 14.224, memory: 16628, top1_acc: 0.3844, top5_acc: 0.6344, loss_cls: 2.7408, loss: 2.7408, grad_norm: 1.9753 2021-01-23 18:05:01,024 - mmaction - INFO - Epoch [118][40/2147] lr: 1.135e-01, eta: 5 days, 18:10:43, time: 1.541, data_time: 0.012, memory: 16628, top1_acc: 0.3777, top5_acc: 0.6312, loss_cls: 2.8221, loss: 2.8221, grad_norm: 2.0360 2021-01-23 18:05:30,763 - mmaction - INFO - Epoch [118][60/2147] lr: 1.135e-01, eta: 5 days, 18:10:06, time: 1.490, data_time: 0.005, memory: 16628, top1_acc: 0.3728, top5_acc: 0.6263, loss_cls: 2.8170, loss: 2.8170, grad_norm: 1.9692 2021-01-23 18:06:02,475 - mmaction - INFO - Epoch [118][80/2147] lr: 1.135e-01, eta: 5 days, 18:09:30, time: 1.584, data_time: 0.060, memory: 16628, top1_acc: 0.3871, top5_acc: 0.6371, loss_cls: 2.7453, loss: 2.7453, grad_norm: 1.9559 2021-01-23 18:06:33,254 - mmaction - INFO - Epoch [118][100/2147] lr: 1.135e-01, eta: 5 days, 18:08:54, time: 1.525, data_time: 0.006, memory: 16628, top1_acc: 0.3714, top5_acc: 0.6304, loss_cls: 2.7923, loss: 2.7923, grad_norm: 2.0401 2021-01-23 18:07:06,650 - mmaction - INFO - Epoch [118][120/2147] lr: 1.135e-01, eta: 5 days, 18:08:21, time: 1.683, data_time: 0.029, memory: 16628, top1_acc: 0.3754, top5_acc: 0.6286, loss_cls: 2.8104, loss: 2.8104, grad_norm: 2.0344 2021-01-23 18:07:35,652 - mmaction - INFO - Epoch [118][140/2147] lr: 1.135e-01, eta: 5 days, 18:07:42, time: 1.452, data_time: 0.006, memory: 16628, top1_acc: 0.3674, top5_acc: 0.6308, loss_cls: 2.8581, loss: 2.8581, grad_norm: 2.0292 2021-01-23 18:08:04,538 - mmaction - INFO - Epoch [118][160/2147] lr: 1.135e-01, eta: 5 days, 18:07:04, time: 1.444, data_time: 0.005, memory: 16628, top1_acc: 0.3817, top5_acc: 0.6339, loss_cls: 2.7435, loss: 2.7435, grad_norm: 2.0300 2021-01-23 18:08:34,941 - mmaction - INFO - Epoch [118][180/2147] lr: 1.135e-01, eta: 5 days, 18:06:27, time: 1.517, data_time: 0.007, memory: 16628, top1_acc: 0.3969, top5_acc: 0.6420, loss_cls: 2.7672, loss: 2.7672, grad_norm: 2.0117 2021-01-23 18:09:04,364 - mmaction - INFO - Epoch [118][200/2147] lr: 1.135e-01, eta: 5 days, 18:05:49, time: 1.475, data_time: 0.008, memory: 16628, top1_acc: 0.3768, top5_acc: 0.6223, loss_cls: 2.8061, loss: 2.8061, grad_norm: 2.0591 2021-01-23 18:09:33,332 - mmaction - INFO - Epoch [118][220/2147] lr: 1.135e-01, eta: 5 days, 18:05:10, time: 1.447, data_time: 0.006, memory: 16628, top1_acc: 0.3866, top5_acc: 0.6326, loss_cls: 2.8023, loss: 2.8023, grad_norm: 2.0151 2021-01-23 18:10:03,768 - mmaction - INFO - Epoch [118][240/2147] lr: 1.135e-01, eta: 5 days, 18:04:34, time: 1.524, data_time: 0.006, memory: 16628, top1_acc: 0.3754, top5_acc: 0.6411, loss_cls: 2.7731, loss: 2.7731, grad_norm: 2.0499 2021-01-23 18:10:34,817 - mmaction - INFO - Epoch [118][260/2147] lr: 1.135e-01, eta: 5 days, 18:03:58, time: 1.551, data_time: 0.004, memory: 16628, top1_acc: 0.3817, top5_acc: 0.6339, loss_cls: 2.7809, loss: 2.7809, grad_norm: 2.0260 2021-01-23 18:11:03,996 - mmaction - INFO - Epoch [118][280/2147] lr: 1.135e-01, eta: 5 days, 18:03:19, time: 1.459, data_time: 0.011, memory: 16628, top1_acc: 0.3513, top5_acc: 0.6121, loss_cls: 2.9031, loss: 2.9031, grad_norm: 2.0378 2021-01-23 18:11:36,125 - mmaction - INFO - Epoch [118][300/2147] lr: 1.135e-01, eta: 5 days, 18:02:44, time: 1.601, data_time: 0.011, memory: 16628, top1_acc: 0.3973, top5_acc: 0.6446, loss_cls: 2.7511, loss: 2.7511, grad_norm: 2.0571 2021-01-23 18:12:06,336 - mmaction - INFO - Epoch [118][320/2147] lr: 1.135e-01, eta: 5 days, 18:02:08, time: 1.518, data_time: 0.011, memory: 16628, top1_acc: 0.3835, top5_acc: 0.6214, loss_cls: 2.8054, loss: 2.8054, grad_norm: 2.0437 2021-01-23 18:12:35,013 - mmaction - INFO - Epoch [118][340/2147] lr: 1.135e-01, eta: 5 days, 18:01:29, time: 1.434, data_time: 0.003, memory: 16628, top1_acc: 0.3759, top5_acc: 0.6397, loss_cls: 2.7932, loss: 2.7932, grad_norm: 2.0168 2021-01-23 18:13:03,729 - mmaction - INFO - Epoch [118][360/2147] lr: 1.135e-01, eta: 5 days, 18:00:50, time: 1.435, data_time: 0.003, memory: 16628, top1_acc: 0.3696, top5_acc: 0.6308, loss_cls: 2.8307, loss: 2.8307, grad_norm: 2.0090 2021-01-23 18:13:32,559 - mmaction - INFO - Epoch [118][380/2147] lr: 1.135e-01, eta: 5 days, 18:00:11, time: 1.440, data_time: 0.002, memory: 16628, top1_acc: 0.3728, top5_acc: 0.6228, loss_cls: 2.8437, loss: 2.8437, grad_norm: 2.0037 2021-01-23 18:14:03,385 - mmaction - INFO - Epoch [118][400/2147] lr: 1.135e-01, eta: 5 days, 17:59:35, time: 1.538, data_time: 0.009, memory: 16628, top1_acc: 0.3741, top5_acc: 0.6420, loss_cls: 2.7762, loss: 2.7762, grad_norm: 2.0157 2021-01-23 18:14:32,849 - mmaction - INFO - Epoch [118][420/2147] lr: 1.135e-01, eta: 5 days, 17:58:57, time: 1.478, data_time: 0.013, memory: 16628, top1_acc: 0.3821, top5_acc: 0.6317, loss_cls: 2.8023, loss: 2.8023, grad_norm: 2.0278 2021-01-23 18:15:03,852 - mmaction - INFO - Epoch [118][440/2147] lr: 1.135e-01, eta: 5 days, 17:58:21, time: 1.548, data_time: 0.004, memory: 16628, top1_acc: 0.3750, top5_acc: 0.6402, loss_cls: 2.7614, loss: 2.7614, grad_norm: 2.0551 2021-01-23 18:15:34,053 - mmaction - INFO - Epoch [118][460/2147] lr: 1.135e-01, eta: 5 days, 17:57:44, time: 1.510, data_time: 0.005, memory: 16628, top1_acc: 0.3750, top5_acc: 0.6272, loss_cls: 2.8398, loss: 2.8398, grad_norm: 2.0888 2021-01-23 18:16:04,523 - mmaction - INFO - Epoch [118][480/2147] lr: 1.135e-01, eta: 5 days, 17:57:07, time: 1.523, data_time: 0.078, memory: 16628, top1_acc: 0.3705, top5_acc: 0.6156, loss_cls: 2.8810, loss: 2.8810, grad_norm: 2.0212 2021-01-23 18:16:37,075 - mmaction - INFO - Epoch [118][500/2147] lr: 1.135e-01, eta: 5 days, 17:56:33, time: 1.629, data_time: 0.007, memory: 16628, top1_acc: 0.3580, top5_acc: 0.6089, loss_cls: 2.9011, loss: 2.9011, grad_norm: 2.0728 2021-01-23 18:17:17,918 - mmaction - INFO - Epoch [118][520/2147] lr: 1.135e-01, eta: 5 days, 17:56:08, time: 2.037, data_time: 0.099, memory: 16628, top1_acc: 0.3835, top5_acc: 0.6415, loss_cls: 2.7803, loss: 2.7803, grad_norm: 2.0274 2021-01-23 18:17:49,145 - mmaction - INFO - Epoch [118][540/2147] lr: 1.135e-01, eta: 5 days, 17:55:32, time: 1.566, data_time: 0.010, memory: 16628, top1_acc: 0.3768, top5_acc: 0.6397, loss_cls: 2.7555, loss: 2.7555, grad_norm: 2.0405 2021-01-23 18:18:19,799 - mmaction - INFO - Epoch [118][560/2147] lr: 1.135e-01, eta: 5 days, 17:54:56, time: 1.533, data_time: 0.003, memory: 16628, top1_acc: 0.3719, top5_acc: 0.6259, loss_cls: 2.8270, loss: 2.8270, grad_norm: 2.0498 2021-01-23 18:18:50,281 - mmaction - INFO - Epoch [118][580/2147] lr: 1.135e-01, eta: 5 days, 17:54:19, time: 1.518, data_time: 0.008, memory: 16628, top1_acc: 0.3871, top5_acc: 0.6371, loss_cls: 2.7713, loss: 2.7713, grad_norm: 2.0385 2021-01-23 18:19:21,964 - mmaction - INFO - Epoch [118][600/2147] lr: 1.135e-01, eta: 5 days, 17:53:44, time: 1.591, data_time: 0.018, memory: 16628, top1_acc: 0.3750, top5_acc: 0.6254, loss_cls: 2.7950, loss: 2.7950, grad_norm: 1.9919 2021-01-23 18:19:51,640 - mmaction - INFO - Epoch [118][620/2147] lr: 1.135e-01, eta: 5 days, 17:53:06, time: 1.481, data_time: 0.002, memory: 16628, top1_acc: 0.4018, top5_acc: 0.6411, loss_cls: 2.7534, loss: 2.7534, grad_norm: 1.9656 2021-01-23 18:20:24,776 - mmaction - INFO - Epoch [118][640/2147] lr: 1.135e-01, eta: 5 days, 17:52:33, time: 1.659, data_time: 0.009, memory: 16628, top1_acc: 0.3942, top5_acc: 0.6402, loss_cls: 2.8069, loss: 2.8069, grad_norm: 2.1102 2021-01-23 18:20:55,587 - mmaction - INFO - Epoch [118][660/2147] lr: 1.135e-01, eta: 5 days, 17:51:56, time: 1.541, data_time: 0.006, memory: 16628, top1_acc: 0.3638, top5_acc: 0.6308, loss_cls: 2.8452, loss: 2.8452, grad_norm: 2.0551 2021-01-23 18:21:25,323 - mmaction - INFO - Epoch [118][680/2147] lr: 1.135e-01, eta: 5 days, 17:51:19, time: 1.488, data_time: 0.005, memory: 16628, top1_acc: 0.3786, top5_acc: 0.6317, loss_cls: 2.7879, loss: 2.7879, grad_norm: 1.9557 2021-01-23 18:21:54,140 - mmaction - INFO - Epoch [118][700/2147] lr: 1.135e-01, eta: 5 days, 17:50:40, time: 1.441, data_time: 0.005, memory: 16628, top1_acc: 0.3960, top5_acc: 0.6442, loss_cls: 2.7450, loss: 2.7450, grad_norm: 2.0245 2021-01-23 18:22:24,873 - mmaction - INFO - Epoch [118][720/2147] lr: 1.135e-01, eta: 5 days, 17:50:04, time: 1.534, data_time: 0.002, memory: 16628, top1_acc: 0.3647, top5_acc: 0.6214, loss_cls: 2.8471, loss: 2.8471, grad_norm: 2.0213 2021-01-23 18:22:53,807 - mmaction - INFO - Epoch [118][740/2147] lr: 1.135e-01, eta: 5 days, 17:49:25, time: 1.450, data_time: 0.012, memory: 16628, top1_acc: 0.3933, top5_acc: 0.6487, loss_cls: 2.7242, loss: 2.7242, grad_norm: 1.9467 2021-01-23 18:23:25,446 - mmaction - INFO - Epoch [118][760/2147] lr: 1.135e-01, eta: 5 days, 17:48:50, time: 1.575, data_time: 0.007, memory: 16628, top1_acc: 0.3871, top5_acc: 0.6317, loss_cls: 2.7974, loss: 2.7974, grad_norm: 2.0350 2021-01-23 18:23:54,629 - mmaction - INFO - Epoch [118][780/2147] lr: 1.135e-01, eta: 5 days, 17:48:12, time: 1.466, data_time: 0.013, memory: 16628, top1_acc: 0.3688, top5_acc: 0.6268, loss_cls: 2.8247, loss: 2.8247, grad_norm: 2.0885 2021-01-23 18:24:23,552 - mmaction - INFO - Epoch [118][800/2147] lr: 1.135e-01, eta: 5 days, 17:47:33, time: 1.445, data_time: 0.002, memory: 16628, top1_acc: 0.3746, top5_acc: 0.6188, loss_cls: 2.8594, loss: 2.8594, grad_norm: 2.0905 2021-01-23 18:24:54,733 - mmaction - INFO - Epoch [118][820/2147] lr: 1.135e-01, eta: 5 days, 17:46:57, time: 1.554, data_time: 0.005, memory: 16628, top1_acc: 0.3647, top5_acc: 0.6250, loss_cls: 2.8634, loss: 2.8634, grad_norm: 2.0310 2021-01-23 18:25:27,083 - mmaction - INFO - Epoch [118][840/2147] lr: 1.135e-01, eta: 5 days, 17:46:23, time: 1.621, data_time: 0.009, memory: 16628, top1_acc: 0.3687, top5_acc: 0.6263, loss_cls: 2.7966, loss: 2.7966, grad_norm: 1.9952 2021-01-23 18:25:55,772 - mmaction - INFO - Epoch [118][860/2147] lr: 1.135e-01, eta: 5 days, 17:45:44, time: 1.437, data_time: 0.012, memory: 16628, top1_acc: 0.3728, top5_acc: 0.6223, loss_cls: 2.8228, loss: 2.8228, grad_norm: 2.0194 2021-01-23 18:26:26,543 - mmaction - INFO - Epoch [118][880/2147] lr: 1.135e-01, eta: 5 days, 17:45:07, time: 1.535, data_time: 0.003, memory: 16628, top1_acc: 0.3777, top5_acc: 0.6098, loss_cls: 2.8949, loss: 2.8949, grad_norm: 2.0138 2021-01-23 18:27:02,626 - mmaction - INFO - Epoch [118][900/2147] lr: 1.135e-01, eta: 5 days, 17:44:37, time: 1.807, data_time: 0.007, memory: 16628, top1_acc: 0.3848, top5_acc: 0.6344, loss_cls: 2.8058, loss: 2.8058, grad_norm: 2.0662 2021-01-23 18:27:33,199 - mmaction - INFO - Epoch [118][920/2147] lr: 1.135e-01, eta: 5 days, 17:44:01, time: 1.528, data_time: 0.002, memory: 16628, top1_acc: 0.3656, top5_acc: 0.6272, loss_cls: 2.8857, loss: 2.8857, grad_norm: 2.0544 2021-01-23 18:28:02,295 - mmaction - INFO - Epoch [118][940/2147] lr: 1.135e-01, eta: 5 days, 17:43:22, time: 1.455, data_time: 0.004, memory: 16628, top1_acc: 0.3589, top5_acc: 0.6201, loss_cls: 2.8638, loss: 2.8638, grad_norm: 2.0633 2021-01-23 18:28:31,524 - mmaction - INFO - Epoch [118][960/2147] lr: 1.135e-01, eta: 5 days, 17:42:44, time: 1.462, data_time: 0.006, memory: 16628, top1_acc: 0.3875, top5_acc: 0.6353, loss_cls: 2.7903, loss: 2.7903, grad_norm: 2.0299 2021-01-23 18:29:00,219 - mmaction - INFO - Epoch [118][980/2147] lr: 1.135e-01, eta: 5 days, 17:42:06, time: 1.435, data_time: 0.005, memory: 16628, top1_acc: 0.3607, top5_acc: 0.6125, loss_cls: 2.8993, loss: 2.8993, grad_norm: 2.0589 2021-01-23 18:29:28,879 - mmaction - INFO - Epoch [118][1000/2147] lr: 1.135e-01, eta: 5 days, 17:41:27, time: 1.432, data_time: 0.004, memory: 16628, top1_acc: 0.3879, top5_acc: 0.6281, loss_cls: 2.8248, loss: 2.8248, grad_norm: 2.0108 2021-01-23 18:29:57,576 - mmaction - INFO - Epoch [118][1020/2147] lr: 1.135e-01, eta: 5 days, 17:40:48, time: 1.435, data_time: 0.005, memory: 16628, top1_acc: 0.3638, top5_acc: 0.6179, loss_cls: 2.8516, loss: 2.8516, grad_norm: 2.0113 2021-01-23 18:30:26,669 - mmaction - INFO - Epoch [118][1040/2147] lr: 1.135e-01, eta: 5 days, 17:40:10, time: 1.454, data_time: 0.008, memory: 16628, top1_acc: 0.3795, top5_acc: 0.6295, loss_cls: 2.8013, loss: 2.8013, grad_norm: 2.0471 2021-01-23 18:30:57,507 - mmaction - INFO - Epoch [118][1060/2147] lr: 1.135e-01, eta: 5 days, 17:39:33, time: 1.543, data_time: 0.013, memory: 16628, top1_acc: 0.3732, top5_acc: 0.6357, loss_cls: 2.7890, loss: 2.7890, grad_norm: 2.0512 2021-01-23 18:31:28,350 - mmaction - INFO - Epoch [118][1080/2147] lr: 1.135e-01, eta: 5 days, 17:38:57, time: 1.543, data_time: 0.004, memory: 16628, top1_acc: 0.3652, top5_acc: 0.6214, loss_cls: 2.8949, loss: 2.8949, grad_norm: 2.0554 2021-01-23 18:32:02,750 - mmaction - INFO - Epoch [118][1100/2147] lr: 1.135e-01, eta: 5 days, 17:38:25, time: 1.719, data_time: 0.044, memory: 16628, top1_acc: 0.3817, top5_acc: 0.6330, loss_cls: 2.8148, loss: 2.8148, grad_norm: 2.0327 2021-01-23 18:32:32,726 - mmaction - INFO - Epoch [118][1120/2147] lr: 1.135e-01, eta: 5 days, 17:37:48, time: 1.501, data_time: 0.005, memory: 16628, top1_acc: 0.3687, top5_acc: 0.6371, loss_cls: 2.7949, loss: 2.7949, grad_norm: 1.9932 2021-01-23 18:33:03,181 - mmaction - INFO - Epoch [118][1140/2147] lr: 1.135e-01, eta: 5 days, 17:37:11, time: 1.518, data_time: 0.004, memory: 16628, top1_acc: 0.3790, top5_acc: 0.6308, loss_cls: 2.8387, loss: 2.8387, grad_norm: 1.9911 2021-01-23 18:33:33,039 - mmaction - INFO - Epoch [118][1160/2147] lr: 1.135e-01, eta: 5 days, 17:36:34, time: 1.497, data_time: 0.007, memory: 16628, top1_acc: 0.3799, top5_acc: 0.6188, loss_cls: 2.8266, loss: 2.8266, grad_norm: 1.9948 2021-01-23 18:34:04,723 - mmaction - INFO - Epoch [118][1180/2147] lr: 1.135e-01, eta: 5 days, 17:35:58, time: 1.567, data_time: 0.004, memory: 16628, top1_acc: 0.3643, top5_acc: 0.6246, loss_cls: 2.8512, loss: 2.8512, grad_norm: 2.0155 2021-01-23 18:34:33,669 - mmaction - INFO - Epoch [118][1200/2147] lr: 1.135e-01, eta: 5 days, 17:35:20, time: 1.462, data_time: 0.021, memory: 16628, top1_acc: 0.3826, top5_acc: 0.6522, loss_cls: 2.7186, loss: 2.7186, grad_norm: 2.0036 2021-01-23 18:35:03,573 - mmaction - INFO - Epoch [118][1220/2147] lr: 1.135e-01, eta: 5 days, 17:34:42, time: 1.495, data_time: 0.009, memory: 16628, top1_acc: 0.3812, top5_acc: 0.6594, loss_cls: 2.7091, loss: 2.7091, grad_norm: 2.0723 2021-01-23 18:35:32,178 - mmaction - INFO - Epoch [118][1240/2147] lr: 1.135e-01, eta: 5 days, 17:34:04, time: 1.432, data_time: 0.011, memory: 16628, top1_acc: 0.3830, top5_acc: 0.6304, loss_cls: 2.8008, loss: 2.8008, grad_norm: 2.0763 2021-01-23 18:36:02,336 - mmaction - INFO - Epoch [118][1260/2147] lr: 1.135e-01, eta: 5 days, 17:33:26, time: 1.506, data_time: 0.002, memory: 16628, top1_acc: 0.3710, top5_acc: 0.6272, loss_cls: 2.8544, loss: 2.8544, grad_norm: 2.0546 2021-01-23 18:36:33,836 - mmaction - INFO - Epoch [118][1280/2147] lr: 1.135e-01, eta: 5 days, 17:32:51, time: 1.564, data_time: 0.006, memory: 16628, top1_acc: 0.3750, top5_acc: 0.6223, loss_cls: 2.7970, loss: 2.7970, grad_norm: 2.0336 2021-01-23 18:37:07,627 - mmaction - INFO - Epoch [118][1300/2147] lr: 1.135e-01, eta: 5 days, 17:32:18, time: 1.701, data_time: 0.021, memory: 16628, top1_acc: 0.3808, top5_acc: 0.6232, loss_cls: 2.8405, loss: 2.8405, grad_norm: 2.0343 2021-01-23 18:37:38,313 - mmaction - INFO - Epoch [118][1320/2147] lr: 1.135e-01, eta: 5 days, 17:31:42, time: 1.534, data_time: 0.006, memory: 16628, top1_acc: 0.3768, top5_acc: 0.6366, loss_cls: 2.7591, loss: 2.7591, grad_norm: 1.9787 2021-01-23 18:38:09,118 - mmaction - INFO - Epoch [118][1340/2147] lr: 1.135e-01, eta: 5 days, 17:31:05, time: 1.541, data_time: 0.007, memory: 16628, top1_acc: 0.3679, top5_acc: 0.6299, loss_cls: 2.7948, loss: 2.7948, grad_norm: 2.0253 2021-01-23 18:38:40,217 - mmaction - INFO - Epoch [118][1360/2147] lr: 1.135e-01, eta: 5 days, 17:30:30, time: 1.556, data_time: 0.004, memory: 16628, top1_acc: 0.3629, top5_acc: 0.6223, loss_cls: 2.8727, loss: 2.8727, grad_norm: 2.0571 2021-01-23 18:39:09,561 - mmaction - INFO - Epoch [118][1380/2147] lr: 1.135e-01, eta: 5 days, 17:29:52, time: 1.466, data_time: 0.008, memory: 16628, top1_acc: 0.3906, top5_acc: 0.6357, loss_cls: 2.7819, loss: 2.7819, grad_norm: 2.0103 2021-01-23 18:39:38,465 - mmaction - INFO - Epoch [118][1400/2147] lr: 1.135e-01, eta: 5 days, 17:29:13, time: 1.445, data_time: 0.003, memory: 16628, top1_acc: 0.3647, top5_acc: 0.6223, loss_cls: 2.8718, loss: 2.8718, grad_norm: 2.0518 2021-01-23 18:40:07,314 - mmaction - INFO - Epoch [118][1420/2147] lr: 1.135e-01, eta: 5 days, 17:28:34, time: 1.442, data_time: 0.008, memory: 16628, top1_acc: 0.3728, top5_acc: 0.6442, loss_cls: 2.7813, loss: 2.7813, grad_norm: 2.0301 2021-01-23 18:40:38,720 - mmaction - INFO - Epoch [118][1440/2147] lr: 1.135e-01, eta: 5 days, 17:27:59, time: 1.572, data_time: 0.006, memory: 16628, top1_acc: 0.3701, top5_acc: 0.6272, loss_cls: 2.8209, loss: 2.8209, grad_norm: 2.0403 2021-01-23 18:41:09,853 - mmaction - INFO - Epoch [118][1460/2147] lr: 1.135e-01, eta: 5 days, 17:27:23, time: 1.557, data_time: 0.030, memory: 16628, top1_acc: 0.3670, top5_acc: 0.6165, loss_cls: 2.8841, loss: 2.8841, grad_norm: 2.0185 2021-01-23 18:41:41,387 - mmaction - INFO - Epoch [118][1480/2147] lr: 1.135e-01, eta: 5 days, 17:26:46, time: 1.491, data_time: 0.002, memory: 16628, top1_acc: 0.3670, top5_acc: 0.6241, loss_cls: 2.8144, loss: 2.8144, grad_norm: 1.9833 2021-01-23 18:42:20,216 - mmaction - INFO - Epoch [118][1500/2147] lr: 1.135e-01, eta: 5 days, 17:26:21, time: 2.022, data_time: 0.168, memory: 16628, top1_acc: 0.3804, top5_acc: 0.6308, loss_cls: 2.8236, loss: 2.8236, grad_norm: 2.0118 2021-01-23 18:42:50,525 - mmaction - INFO - Epoch [118][1520/2147] lr: 1.135e-01, eta: 5 days, 17:25:44, time: 1.520, data_time: 0.007, memory: 16628, top1_acc: 0.3741, top5_acc: 0.6317, loss_cls: 2.8017, loss: 2.8017, grad_norm: 2.0399 2021-01-23 18:43:19,161 - mmaction - INFO - Epoch [118][1540/2147] lr: 1.135e-01, eta: 5 days, 17:25:05, time: 1.432, data_time: 0.003, memory: 16628, top1_acc: 0.3696, top5_acc: 0.6214, loss_cls: 2.8234, loss: 2.8234, grad_norm: 1.9479 2021-01-23 18:43:50,772 - mmaction - INFO - Epoch [118][1560/2147] lr: 1.135e-01, eta: 5 days, 17:24:30, time: 1.580, data_time: 0.007, memory: 16628, top1_acc: 0.4000, top5_acc: 0.6272, loss_cls: 2.8069, loss: 2.8069, grad_norm: 1.9878 2021-01-23 18:44:19,510 - mmaction - INFO - Epoch [118][1580/2147] lr: 1.135e-01, eta: 5 days, 17:23:51, time: 1.437, data_time: 0.005, memory: 16628, top1_acc: 0.3750, top5_acc: 0.6384, loss_cls: 2.7888, loss: 2.7888, grad_norm: 2.0209 2021-01-23 18:44:50,417 - mmaction - INFO - Epoch [118][1600/2147] lr: 1.135e-01, eta: 5 days, 17:23:15, time: 1.544, data_time: 0.002, memory: 16628, top1_acc: 0.3661, top5_acc: 0.6254, loss_cls: 2.8550, loss: 2.8550, grad_norm: 2.0805 2021-01-23 18:45:20,855 - mmaction - INFO - Epoch [118][1620/2147] lr: 1.135e-01, eta: 5 days, 17:22:38, time: 1.520, data_time: 0.009, memory: 16628, top1_acc: 0.3647, top5_acc: 0.6250, loss_cls: 2.8418, loss: 2.8418, grad_norm: 2.0413 2021-01-23 18:45:51,721 - mmaction - INFO - Epoch [118][1640/2147] lr: 1.135e-01, eta: 5 days, 17:22:02, time: 1.548, data_time: 0.006, memory: 16628, top1_acc: 0.3509, top5_acc: 0.5982, loss_cls: 2.9264, loss: 2.9264, grad_norm: 1.9892 2021-01-23 18:46:20,650 - mmaction - INFO - Epoch [118][1660/2147] lr: 1.135e-01, eta: 5 days, 17:21:23, time: 1.447, data_time: 0.001, memory: 16628, top1_acc: 0.3839, top5_acc: 0.6299, loss_cls: 2.8282, loss: 2.8282, grad_norm: 1.9769 2021-01-23 18:46:55,603 - mmaction - INFO - Epoch [118][1680/2147] lr: 1.135e-01, eta: 5 days, 17:20:52, time: 1.742, data_time: 0.001, memory: 16628, top1_acc: 0.3902, top5_acc: 0.6254, loss_cls: 2.8182, loss: 2.8182, grad_norm: 1.9936 2021-01-23 18:47:24,811 - mmaction - INFO - Epoch [118][1700/2147] lr: 1.135e-01, eta: 5 days, 17:20:14, time: 1.463, data_time: 0.012, memory: 16628, top1_acc: 0.3714, top5_acc: 0.6375, loss_cls: 2.7978, loss: 2.7978, grad_norm: 2.0455 2021-01-23 18:47:56,922 - mmaction - INFO - Epoch [118][1720/2147] lr: 1.135e-01, eta: 5 days, 17:19:39, time: 1.606, data_time: 0.005, memory: 16628, top1_acc: 0.3643, top5_acc: 0.6179, loss_cls: 2.8493, loss: 2.8493, grad_norm: 2.0586 2021-01-23 18:48:26,757 - mmaction - INFO - Epoch [118][1740/2147] lr: 1.135e-01, eta: 5 days, 17:19:01, time: 1.488, data_time: 0.004, memory: 16628, top1_acc: 0.3705, top5_acc: 0.6326, loss_cls: 2.8714, loss: 2.8714, grad_norm: 2.0301 2021-01-23 18:48:55,514 - mmaction - INFO - Epoch [118][1760/2147] lr: 1.135e-01, eta: 5 days, 17:18:23, time: 1.444, data_time: 0.011, memory: 16628, top1_acc: 0.3634, top5_acc: 0.6219, loss_cls: 2.8623, loss: 2.8623, grad_norm: 2.0417 2021-01-23 18:49:24,502 - mmaction - INFO - Epoch [118][1780/2147] lr: 1.135e-01, eta: 5 days, 17:17:44, time: 1.447, data_time: 0.005, memory: 16628, top1_acc: 0.3540, top5_acc: 0.6121, loss_cls: 2.8766, loss: 2.8766, grad_norm: 1.9734 2021-01-23 18:49:56,015 - mmaction - INFO - Epoch [118][1800/2147] lr: 1.135e-01, eta: 5 days, 17:17:09, time: 1.577, data_time: 0.012, memory: 16628, top1_acc: 0.3665, top5_acc: 0.6228, loss_cls: 2.8857, loss: 2.8857, grad_norm: 2.0160 2021-01-23 18:50:25,759 - mmaction - INFO - Epoch [118][1820/2147] lr: 1.135e-01, eta: 5 days, 17:16:31, time: 1.479, data_time: 0.003, memory: 16628, top1_acc: 0.3786, top5_acc: 0.6402, loss_cls: 2.7925, loss: 2.7925, grad_norm: 1.9823 2021-01-23 18:50:57,403 - mmaction - INFO - Epoch [118][1840/2147] lr: 1.135e-01, eta: 5 days, 17:15:56, time: 1.588, data_time: 0.009, memory: 16628, top1_acc: 0.3674, top5_acc: 0.6286, loss_cls: 2.8364, loss: 2.8364, grad_norm: 2.0408 2021-01-23 18:51:26,132 - mmaction - INFO - Epoch [118][1860/2147] lr: 1.135e-01, eta: 5 days, 17:15:18, time: 1.439, data_time: 0.007, memory: 16628, top1_acc: 0.3790, top5_acc: 0.6277, loss_cls: 2.8200, loss: 2.8200, grad_norm: 2.0219 2021-01-23 18:51:57,875 - mmaction - INFO - Epoch [118][1880/2147] lr: 1.135e-01, eta: 5 days, 17:14:42, time: 1.586, data_time: 0.003, memory: 16628, top1_acc: 0.3612, top5_acc: 0.6112, loss_cls: 2.9224, loss: 2.9224, grad_norm: 2.0602 2021-01-23 18:52:28,408 - mmaction - INFO - Epoch [118][1900/2147] lr: 1.135e-01, eta: 5 days, 17:14:06, time: 1.528, data_time: 0.012, memory: 16628, top1_acc: 0.3621, top5_acc: 0.6250, loss_cls: 2.8694, loss: 2.8694, grad_norm: 2.0052 2021-01-23 18:52:58,539 - mmaction - INFO - Epoch [118][1920/2147] lr: 1.135e-01, eta: 5 days, 17:13:29, time: 1.505, data_time: 0.002, memory: 16628, top1_acc: 0.3804, top5_acc: 0.6192, loss_cls: 2.8882, loss: 2.8882, grad_norm: 2.0081 2021-01-23 18:53:28,717 - mmaction - INFO - Epoch [118][1940/2147] lr: 1.135e-01, eta: 5 days, 17:12:52, time: 1.508, data_time: 0.007, memory: 16628, top1_acc: 0.3714, top5_acc: 0.6237, loss_cls: 2.8616, loss: 2.8616, grad_norm: 1.9646 2021-01-23 18:54:00,220 - mmaction - INFO - Epoch [118][1960/2147] lr: 1.135e-01, eta: 5 days, 17:12:16, time: 1.575, data_time: 0.010, memory: 16628, top1_acc: 0.3786, top5_acc: 0.6165, loss_cls: 2.7845, loss: 2.7845, grad_norm: 2.0032 2021-01-23 18:54:28,961 - mmaction - INFO - Epoch [118][1980/2147] lr: 1.135e-01, eta: 5 days, 17:11:38, time: 1.438, data_time: 0.003, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6201, loss_cls: 2.8464, loss: 2.8464, grad_norm: 2.0592 2021-01-23 18:55:00,084 - mmaction - INFO - Epoch [118][2000/2147] lr: 1.135e-01, eta: 5 days, 17:11:02, time: 1.556, data_time: 0.002, memory: 16628, top1_acc: 0.3790, top5_acc: 0.6357, loss_cls: 2.8053, loss: 2.8053, grad_norm: 2.0147 2021-01-23 18:55:30,219 - mmaction - INFO - Epoch [118][2020/2147] lr: 1.135e-01, eta: 5 days, 17:10:25, time: 1.506, data_time: 0.007, memory: 16628, top1_acc: 0.3786, top5_acc: 0.6353, loss_cls: 2.7915, loss: 2.7915, grad_norm: 2.0386 2021-01-23 18:56:02,624 - mmaction - INFO - Epoch [118][2040/2147] lr: 1.135e-01, eta: 5 days, 17:09:50, time: 1.620, data_time: 0.003, memory: 16628, top1_acc: 0.3625, top5_acc: 0.6250, loss_cls: 2.8854, loss: 2.8854, grad_norm: 2.0466 2021-01-23 18:56:34,152 - mmaction - INFO - Epoch [118][2060/2147] lr: 1.135e-01, eta: 5 days, 17:09:15, time: 1.578, data_time: 0.004, memory: 16628, top1_acc: 0.3589, top5_acc: 0.6254, loss_cls: 2.8931, loss: 2.8931, grad_norm: 2.0242 2021-01-23 18:57:04,428 - mmaction - INFO - Epoch [118][2080/2147] lr: 1.135e-01, eta: 5 days, 17:08:38, time: 1.514, data_time: 0.002, memory: 16628, top1_acc: 0.3808, top5_acc: 0.6321, loss_cls: 2.8375, loss: 2.8375, grad_norm: 2.0045 2021-01-23 18:57:33,311 - mmaction - INFO - Epoch [118][2100/2147] lr: 1.135e-01, eta: 5 days, 17:07:59, time: 1.443, data_time: 0.004, memory: 16628, top1_acc: 0.3719, top5_acc: 0.6147, loss_cls: 2.8653, loss: 2.8653, grad_norm: 2.0075 2021-01-23 18:58:06,402 - mmaction - INFO - Epoch [118][2120/2147] lr: 1.135e-01, eta: 5 days, 17:07:26, time: 1.655, data_time: 0.003, memory: 16628, top1_acc: 0.3746, top5_acc: 0.6268, loss_cls: 2.8647, loss: 2.8647, grad_norm: 2.0029 2021-01-23 18:58:35,608 - mmaction - INFO - Epoch [118][2140/2147] lr: 1.135e-01, eta: 5 days, 17:06:48, time: 1.455, data_time: 0.004, memory: 16628, top1_acc: 0.3759, top5_acc: 0.6201, loss_cls: 2.8592, loss: 2.8592, grad_norm: 2.0089 2021-01-23 19:04:18,559 - mmaction - INFO - Epoch [119][20/2147] lr: 1.122e-01, eta: 5 days, 17:11:24, time: 15.973, data_time: 14.311, memory: 16628, top1_acc: 0.4031, top5_acc: 0.6562, loss_cls: 2.6816, loss: 2.6816, grad_norm: 2.0248 2021-01-23 19:04:47,067 - mmaction - INFO - Epoch [119][40/2147] lr: 1.122e-01, eta: 5 days, 17:10:45, time: 1.429, data_time: 0.011, memory: 16628, top1_acc: 0.3808, top5_acc: 0.6250, loss_cls: 2.8087, loss: 2.8087, grad_norm: 2.0442 2021-01-23 19:05:18,173 - mmaction - INFO - Epoch [119][60/2147] lr: 1.122e-01, eta: 5 days, 17:10:09, time: 1.554, data_time: 0.003, memory: 16628, top1_acc: 0.3795, top5_acc: 0.6272, loss_cls: 2.8324, loss: 2.8324, grad_norm: 2.0512 2021-01-23 19:05:48,443 - mmaction - INFO - Epoch [119][80/2147] lr: 1.122e-01, eta: 5 days, 17:09:32, time: 1.516, data_time: 0.013, memory: 16628, top1_acc: 0.3933, top5_acc: 0.6487, loss_cls: 2.7164, loss: 2.7164, grad_norm: 2.0317 2021-01-23 19:06:17,120 - mmaction - INFO - Epoch [119][100/2147] lr: 1.122e-01, eta: 5 days, 17:08:53, time: 1.432, data_time: 0.003, memory: 16628, top1_acc: 0.3768, top5_acc: 0.6062, loss_cls: 2.8644, loss: 2.8644, grad_norm: 2.0496 2021-01-23 19:06:49,410 - mmaction - INFO - Epoch [119][120/2147] lr: 1.122e-01, eta: 5 days, 17:08:18, time: 1.608, data_time: 0.006, memory: 16628, top1_acc: 0.3875, top5_acc: 0.6540, loss_cls: 2.6990, loss: 2.6990, grad_norm: 2.0000 2021-01-23 19:07:20,703 - mmaction - INFO - Epoch [119][140/2147] lr: 1.122e-01, eta: 5 days, 17:07:43, time: 1.572, data_time: 0.010, memory: 16628, top1_acc: 0.3844, top5_acc: 0.6348, loss_cls: 2.8113, loss: 2.8113, grad_norm: 2.0401 2021-01-23 19:07:49,600 - mmaction - INFO - Epoch [119][160/2147] lr: 1.122e-01, eta: 5 days, 17:07:04, time: 1.445, data_time: 0.011, memory: 16628, top1_acc: 0.3777, top5_acc: 0.6188, loss_cls: 2.8434, loss: 2.8434, grad_norm: 2.0001 2021-01-23 19:08:19,159 - mmaction - INFO - Epoch [119][180/2147] lr: 1.122e-01, eta: 5 days, 17:06:26, time: 1.477, data_time: 0.005, memory: 16628, top1_acc: 0.3871, top5_acc: 0.6344, loss_cls: 2.7728, loss: 2.7728, grad_norm: 2.0171 2021-01-23 19:08:48,075 - mmaction - INFO - Epoch [119][200/2147] lr: 1.122e-01, eta: 5 days, 17:05:48, time: 1.445, data_time: 0.004, memory: 16628, top1_acc: 0.3808, top5_acc: 0.6263, loss_cls: 2.8368, loss: 2.8368, grad_norm: 2.0452 2021-01-23 19:09:18,392 - mmaction - INFO - Epoch [119][220/2147] lr: 1.122e-01, eta: 5 days, 17:05:11, time: 1.516, data_time: 0.004, memory: 16628, top1_acc: 0.3835, top5_acc: 0.6161, loss_cls: 2.8734, loss: 2.8734, grad_norm: 2.0363 2021-01-23 19:09:50,201 - mmaction - INFO - Epoch [119][240/2147] lr: 1.122e-01, eta: 5 days, 17:04:36, time: 1.590, data_time: 0.005, memory: 16628, top1_acc: 0.3879, top5_acc: 0.6210, loss_cls: 2.8402, loss: 2.8402, grad_norm: 2.0363 2021-01-23 19:10:19,557 - mmaction - INFO - Epoch [119][260/2147] lr: 1.122e-01, eta: 5 days, 17:03:58, time: 1.468, data_time: 0.004, memory: 16628, top1_acc: 0.3893, top5_acc: 0.6402, loss_cls: 2.7849, loss: 2.7849, grad_norm: 2.0112 2021-01-23 19:10:48,855 - mmaction - INFO - Epoch [119][280/2147] lr: 1.122e-01, eta: 5 days, 17:03:20, time: 1.465, data_time: 0.006, memory: 16628, top1_acc: 0.3848, top5_acc: 0.6513, loss_cls: 2.7852, loss: 2.7852, grad_norm: 2.0464 2021-01-23 19:11:19,406 - mmaction - INFO - Epoch [119][300/2147] lr: 1.122e-01, eta: 5 days, 17:02:43, time: 1.526, data_time: 0.004, memory: 16628, top1_acc: 0.3661, top5_acc: 0.6228, loss_cls: 2.8475, loss: 2.8475, grad_norm: 2.0390 2021-01-23 19:11:50,536 - mmaction - INFO - Epoch [119][320/2147] lr: 1.122e-01, eta: 5 days, 17:02:07, time: 1.560, data_time: 0.005, memory: 16628, top1_acc: 0.3942, top5_acc: 0.6366, loss_cls: 2.7685, loss: 2.7685, grad_norm: 2.0482 2021-01-23 19:12:21,211 - mmaction - INFO - Epoch [119][340/2147] lr: 1.122e-01, eta: 5 days, 17:01:31, time: 1.528, data_time: 0.001, memory: 16628, top1_acc: 0.3875, top5_acc: 0.6393, loss_cls: 2.7852, loss: 2.7852, grad_norm: 1.9933 2021-01-23 19:12:53,089 - mmaction - INFO - Epoch [119][360/2147] lr: 1.122e-01, eta: 5 days, 17:00:56, time: 1.599, data_time: 0.014, memory: 16628, top1_acc: 0.3687, top5_acc: 0.6205, loss_cls: 2.8677, loss: 2.8677, grad_norm: 2.0559 2021-01-23 19:13:21,754 - mmaction - INFO - Epoch [119][380/2147] lr: 1.122e-01, eta: 5 days, 17:00:17, time: 1.432, data_time: 0.003, memory: 16628, top1_acc: 0.3781, top5_acc: 0.6339, loss_cls: 2.7593, loss: 2.7593, grad_norm: 2.0022 2021-01-23 19:13:51,033 - mmaction - INFO - Epoch [119][400/2147] lr: 1.122e-01, eta: 5 days, 16:59:39, time: 1.466, data_time: 0.003, memory: 16628, top1_acc: 0.3768, top5_acc: 0.6366, loss_cls: 2.8194, loss: 2.8194, grad_norm: 2.0826 2021-01-23 19:14:21,146 - mmaction - INFO - Epoch [119][420/2147] lr: 1.122e-01, eta: 5 days, 16:59:02, time: 1.504, data_time: 0.001, memory: 16628, top1_acc: 0.3768, top5_acc: 0.6250, loss_cls: 2.8254, loss: 2.8254, grad_norm: 2.0269 2021-01-23 19:14:52,500 - mmaction - INFO - Epoch [119][440/2147] lr: 1.122e-01, eta: 5 days, 16:58:26, time: 1.566, data_time: 0.004, memory: 16628, top1_acc: 0.3830, top5_acc: 0.6406, loss_cls: 2.7533, loss: 2.7533, grad_norm: 1.9880 2021-01-23 19:15:23,495 - mmaction - INFO - Epoch [119][460/2147] lr: 1.122e-01, eta: 5 days, 16:57:50, time: 1.547, data_time: 0.007, memory: 16628, top1_acc: 0.3768, top5_acc: 0.6295, loss_cls: 2.7943, loss: 2.7943, grad_norm: 2.0432 2021-01-23 19:15:54,221 - mmaction - INFO - Epoch [119][480/2147] lr: 1.122e-01, eta: 5 days, 16:57:14, time: 1.536, data_time: 0.014, memory: 16628, top1_acc: 0.3848, top5_acc: 0.6362, loss_cls: 2.7911, loss: 2.7911, grad_norm: 2.0370 2021-01-23 19:16:24,432 - mmaction - INFO - Epoch [119][500/2147] lr: 1.122e-01, eta: 5 days, 16:56:37, time: 1.516, data_time: 0.008, memory: 16628, top1_acc: 0.3634, top5_acc: 0.6362, loss_cls: 2.7717, loss: 2.7717, grad_norm: 2.0305 2021-01-23 19:16:58,239 - mmaction - INFO - Epoch [119][520/2147] lr: 1.122e-01, eta: 5 days, 16:56:04, time: 1.684, data_time: 0.005, memory: 16628, top1_acc: 0.3790, top5_acc: 0.6348, loss_cls: 2.7630, loss: 2.7630, grad_norm: 2.0840 2021-01-23 19:17:28,356 - mmaction - INFO - Epoch [119][540/2147] lr: 1.122e-01, eta: 5 days, 16:55:27, time: 1.510, data_time: 0.038, memory: 16628, top1_acc: 0.3937, top5_acc: 0.6281, loss_cls: 2.7701, loss: 2.7701, grad_norm: 2.0526 2021-01-23 19:18:00,374 - mmaction - INFO - Epoch [119][560/2147] lr: 1.122e-01, eta: 5 days, 16:54:52, time: 1.600, data_time: 0.006, memory: 16628, top1_acc: 0.3696, top5_acc: 0.6281, loss_cls: 2.8397, loss: 2.8397, grad_norm: 1.9854 2021-01-23 19:18:29,077 - mmaction - INFO - Epoch [119][580/2147] lr: 1.122e-01, eta: 5 days, 16:54:13, time: 1.436, data_time: 0.006, memory: 16628, top1_acc: 0.3754, top5_acc: 0.6366, loss_cls: 2.7954, loss: 2.7954, grad_norm: 2.0362 2021-01-23 19:18:58,061 - mmaction - INFO - Epoch [119][600/2147] lr: 1.122e-01, eta: 5 days, 16:53:35, time: 1.452, data_time: 0.008, memory: 16628, top1_acc: 0.3652, top5_acc: 0.6205, loss_cls: 2.8839, loss: 2.8839, grad_norm: 2.0600 2021-01-23 19:19:26,917 - mmaction - INFO - Epoch [119][620/2147] lr: 1.122e-01, eta: 5 days, 16:52:56, time: 1.442, data_time: 0.008, memory: 16628, top1_acc: 0.3812, top5_acc: 0.6308, loss_cls: 2.7934, loss: 2.7934, grad_norm: 2.0038 2021-01-23 19:19:57,607 - mmaction - INFO - Epoch [119][640/2147] lr: 1.122e-01, eta: 5 days, 16:52:20, time: 1.536, data_time: 0.008, memory: 16628, top1_acc: 0.3844, top5_acc: 0.6263, loss_cls: 2.8010, loss: 2.8010, grad_norm: 2.0440 2021-01-23 19:20:26,944 - mmaction - INFO - Epoch [119][660/2147] lr: 1.122e-01, eta: 5 days, 16:51:42, time: 1.466, data_time: 0.001, memory: 16628, top1_acc: 0.3732, top5_acc: 0.6192, loss_cls: 2.8660, loss: 2.8660, grad_norm: 2.0905 2021-01-23 19:20:55,740 - mmaction - INFO - Epoch [119][680/2147] lr: 1.122e-01, eta: 5 days, 16:51:03, time: 1.439, data_time: 0.004, memory: 16628, top1_acc: 0.3661, top5_acc: 0.6098, loss_cls: 2.8411, loss: 2.8411, grad_norm: 1.9975 2021-01-23 19:21:24,370 - mmaction - INFO - Epoch [119][700/2147] lr: 1.122e-01, eta: 5 days, 16:50:25, time: 1.432, data_time: 0.003, memory: 16628, top1_acc: 0.3701, top5_acc: 0.6317, loss_cls: 2.8056, loss: 2.8056, grad_norm: 2.0351 2021-01-23 19:21:58,659 - mmaction - INFO - Epoch [119][720/2147] lr: 1.122e-01, eta: 5 days, 16:49:52, time: 1.714, data_time: 0.002, memory: 16628, top1_acc: 0.3844, top5_acc: 0.6304, loss_cls: 2.7884, loss: 2.7884, grad_norm: 2.0531 2021-01-23 19:22:29,934 - mmaction - INFO - Epoch [119][740/2147] lr: 1.122e-01, eta: 5 days, 16:49:17, time: 1.560, data_time: 0.004, memory: 16628, top1_acc: 0.3607, top5_acc: 0.6165, loss_cls: 2.8819, loss: 2.8819, grad_norm: 2.0426 2021-01-23 19:23:00,386 - mmaction - INFO - Epoch [119][760/2147] lr: 1.122e-01, eta: 5 days, 16:48:40, time: 1.521, data_time: 0.010, memory: 16628, top1_acc: 0.3763, top5_acc: 0.6183, loss_cls: 2.9064, loss: 2.9064, grad_norm: 2.0195 2021-01-23 19:23:29,150 - mmaction - INFO - Epoch [119][780/2147] lr: 1.122e-01, eta: 5 days, 16:48:01, time: 1.443, data_time: 0.009, memory: 16628, top1_acc: 0.3844, top5_acc: 0.6357, loss_cls: 2.8085, loss: 2.8085, grad_norm: 2.0120 2021-01-23 19:23:58,022 - mmaction - INFO - Epoch [119][800/2147] lr: 1.122e-01, eta: 5 days, 16:47:23, time: 1.444, data_time: 0.003, memory: 16628, top1_acc: 0.3808, top5_acc: 0.6308, loss_cls: 2.8034, loss: 2.8034, grad_norm: 1.9872 2021-01-23 19:24:26,445 - mmaction - INFO - Epoch [119][820/2147] lr: 1.122e-01, eta: 5 days, 16:46:44, time: 1.420, data_time: 0.003, memory: 16628, top1_acc: 0.4027, top5_acc: 0.6580, loss_cls: 2.6860, loss: 2.6860, grad_norm: 2.0267 2021-01-23 19:24:55,018 - mmaction - INFO - Epoch [119][840/2147] lr: 1.122e-01, eta: 5 days, 16:46:05, time: 1.429, data_time: 0.005, memory: 16628, top1_acc: 0.3643, top5_acc: 0.6143, loss_cls: 2.9163, loss: 2.9163, grad_norm: 2.0935 2021-01-23 19:25:24,925 - mmaction - INFO - Epoch [119][860/2147] lr: 1.122e-01, eta: 5 days, 16:45:28, time: 1.493, data_time: 0.003, memory: 16628, top1_acc: 0.3768, top5_acc: 0.6353, loss_cls: 2.7902, loss: 2.7902, grad_norm: 2.0340 2021-01-23 19:25:55,238 - mmaction - INFO - Epoch [119][880/2147] lr: 1.122e-01, eta: 5 days, 16:44:51, time: 1.515, data_time: 0.006, memory: 16628, top1_acc: 0.3848, top5_acc: 0.6317, loss_cls: 2.7907, loss: 2.7907, grad_norm: 2.0324 2021-01-23 19:26:24,466 - mmaction - INFO - Epoch [119][900/2147] lr: 1.122e-01, eta: 5 days, 16:44:13, time: 1.464, data_time: 0.006, memory: 16628, top1_acc: 0.3585, top5_acc: 0.6165, loss_cls: 2.9058, loss: 2.9058, grad_norm: 2.0803 2021-01-23 19:26:56,577 - mmaction - INFO - Epoch [119][920/2147] lr: 1.122e-01, eta: 5 days, 16:43:38, time: 1.604, data_time: 0.004, memory: 16628, top1_acc: 0.3679, top5_acc: 0.6290, loss_cls: 2.8239, loss: 2.8239, grad_norm: 1.9943 2021-01-23 19:27:26,665 - mmaction - INFO - Epoch [119][940/2147] lr: 1.122e-01, eta: 5 days, 16:43:01, time: 1.503, data_time: 0.007, memory: 16628, top1_acc: 0.3763, top5_acc: 0.6371, loss_cls: 2.7670, loss: 2.7670, grad_norm: 2.0257 2021-01-23 19:27:59,831 - mmaction - INFO - Epoch [119][960/2147] lr: 1.122e-01, eta: 5 days, 16:42:27, time: 1.655, data_time: 0.009, memory: 16628, top1_acc: 0.3629, top5_acc: 0.6223, loss_cls: 2.8640, loss: 2.8640, grad_norm: 2.0781 2021-01-23 19:28:31,813 - mmaction - INFO - Epoch [119][980/2147] lr: 1.122e-01, eta: 5 days, 16:41:53, time: 1.605, data_time: 0.010, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6250, loss_cls: 2.8932, loss: 2.8932, grad_norm: 2.0330 2021-01-23 19:29:02,688 - mmaction - INFO - Epoch [119][1000/2147] lr: 1.122e-01, eta: 5 days, 16:41:16, time: 1.541, data_time: 0.008, memory: 16628, top1_acc: 0.3674, top5_acc: 0.6165, loss_cls: 2.9109, loss: 2.9109, grad_norm: 1.9823 2021-01-23 19:29:31,090 - mmaction - INFO - Epoch [119][1020/2147] lr: 1.122e-01, eta: 5 days, 16:40:37, time: 1.422, data_time: 0.006, memory: 16628, top1_acc: 0.3674, top5_acc: 0.6312, loss_cls: 2.8321, loss: 2.8321, grad_norm: 1.9731 2021-01-23 19:30:00,635 - mmaction - INFO - Epoch [119][1040/2147] lr: 1.122e-01, eta: 5 days, 16:39:59, time: 1.469, data_time: 0.003, memory: 16628, top1_acc: 0.3987, top5_acc: 0.6429, loss_cls: 2.7161, loss: 2.7161, grad_norm: 1.9672 2021-01-23 19:30:34,448 - mmaction - INFO - Epoch [119][1060/2147] lr: 1.122e-01, eta: 5 days, 16:39:27, time: 1.700, data_time: 0.015, memory: 16628, top1_acc: 0.3728, top5_acc: 0.6299, loss_cls: 2.8018, loss: 2.8018, grad_norm: 2.0351 2021-01-23 19:31:04,552 - mmaction - INFO - Epoch [119][1080/2147] lr: 1.122e-01, eta: 5 days, 16:38:50, time: 1.504, data_time: 0.003, memory: 16628, top1_acc: 0.3991, top5_acc: 0.6487, loss_cls: 2.7438, loss: 2.7438, grad_norm: 2.0487 2021-01-23 19:31:33,644 - mmaction - INFO - Epoch [119][1100/2147] lr: 1.122e-01, eta: 5 days, 16:38:11, time: 1.452, data_time: 0.004, memory: 16628, top1_acc: 0.3763, top5_acc: 0.6330, loss_cls: 2.8772, loss: 2.8772, grad_norm: 2.0938 2021-01-23 19:32:08,171 - mmaction - INFO - Epoch [119][1120/2147] lr: 1.122e-01, eta: 5 days, 16:37:39, time: 1.722, data_time: 0.007, memory: 16628, top1_acc: 0.3790, top5_acc: 0.6473, loss_cls: 2.7737, loss: 2.7737, grad_norm: 2.0048 2021-01-23 19:32:36,997 - mmaction - INFO - Epoch [119][1140/2147] lr: 1.122e-01, eta: 5 days, 16:37:01, time: 1.449, data_time: 0.033, memory: 16628, top1_acc: 0.3527, top5_acc: 0.6129, loss_cls: 2.9261, loss: 2.9261, grad_norm: 2.0349 2021-01-23 19:33:05,741 - mmaction - INFO - Epoch [119][1160/2147] lr: 1.122e-01, eta: 5 days, 16:36:22, time: 1.437, data_time: 0.004, memory: 16628, top1_acc: 0.3714, top5_acc: 0.6290, loss_cls: 2.8436, loss: 2.8436, grad_norm: 2.0282 2021-01-23 19:33:38,137 - mmaction - INFO - Epoch [119][1180/2147] lr: 1.122e-01, eta: 5 days, 16:35:48, time: 1.614, data_time: 0.004, memory: 16628, top1_acc: 0.3549, top5_acc: 0.6335, loss_cls: 2.8584, loss: 2.8584, grad_norm: 2.0724 2021-01-23 19:34:08,661 - mmaction - INFO - Epoch [119][1200/2147] lr: 1.122e-01, eta: 5 days, 16:35:11, time: 1.516, data_time: 0.017, memory: 16628, top1_acc: 0.3674, top5_acc: 0.6143, loss_cls: 2.8973, loss: 2.8973, grad_norm: 2.0508 2021-01-23 19:34:40,395 - mmaction - INFO - Epoch [119][1220/2147] lr: 1.122e-01, eta: 5 days, 16:34:36, time: 1.601, data_time: 0.027, memory: 16628, top1_acc: 0.3808, top5_acc: 0.6196, loss_cls: 2.8298, loss: 2.8298, grad_norm: 2.0508 2021-01-23 19:35:09,064 - mmaction - INFO - Epoch [119][1240/2147] lr: 1.122e-01, eta: 5 days, 16:33:57, time: 1.435, data_time: 0.007, memory: 16628, top1_acc: 0.3937, top5_acc: 0.6469, loss_cls: 2.7099, loss: 2.7099, grad_norm: 2.0073 2021-01-23 19:35:39,602 - mmaction - INFO - Epoch [119][1260/2147] lr: 1.122e-01, eta: 5 days, 16:33:21, time: 1.520, data_time: 0.002, memory: 16628, top1_acc: 0.3848, top5_acc: 0.6112, loss_cls: 2.8545, loss: 2.8545, grad_norm: 2.0693 2021-01-23 19:36:10,650 - mmaction - INFO - Epoch [119][1280/2147] lr: 1.122e-01, eta: 5 days, 16:32:45, time: 1.557, data_time: 0.012, memory: 16628, top1_acc: 0.3812, top5_acc: 0.6214, loss_cls: 2.7982, loss: 2.7982, grad_norm: 2.0016 2021-01-23 19:36:42,378 - mmaction - INFO - Epoch [119][1300/2147] lr: 1.122e-01, eta: 5 days, 16:32:10, time: 1.588, data_time: 0.007, memory: 16628, top1_acc: 0.3799, top5_acc: 0.6219, loss_cls: 2.8445, loss: 2.8445, grad_norm: 2.0069 2021-01-23 19:37:14,944 - mmaction - INFO - Epoch [119][1320/2147] lr: 1.122e-01, eta: 5 days, 16:31:35, time: 1.624, data_time: 0.010, memory: 16628, top1_acc: 0.3705, top5_acc: 0.6188, loss_cls: 2.8922, loss: 2.8922, grad_norm: 2.0203 2021-01-23 19:37:47,840 - mmaction - INFO - Epoch [119][1340/2147] lr: 1.122e-01, eta: 5 days, 16:31:02, time: 1.648, data_time: 0.012, memory: 16628, top1_acc: 0.3902, top5_acc: 0.6562, loss_cls: 2.7070, loss: 2.7070, grad_norm: 2.0597 2021-01-23 19:38:17,503 - mmaction - INFO - Epoch [119][1360/2147] lr: 1.122e-01, eta: 5 days, 16:30:24, time: 1.477, data_time: 0.008, memory: 16628, top1_acc: 0.3826, top5_acc: 0.6509, loss_cls: 2.7326, loss: 2.7326, grad_norm: 2.0440 2021-01-23 19:38:48,178 - mmaction - INFO - Epoch [119][1380/2147] lr: 1.122e-01, eta: 5 days, 16:29:48, time: 1.541, data_time: 0.016, memory: 16628, top1_acc: 0.3795, top5_acc: 0.6330, loss_cls: 2.7988, loss: 2.7988, grad_norm: 2.0451 2021-01-23 19:39:17,820 - mmaction - INFO - Epoch [119][1400/2147] lr: 1.122e-01, eta: 5 days, 16:29:10, time: 1.482, data_time: 0.006, memory: 16628, top1_acc: 0.3920, top5_acc: 0.6451, loss_cls: 2.7467, loss: 2.7467, grad_norm: 2.0149 2021-01-23 19:39:51,540 - mmaction - INFO - Epoch [119][1420/2147] lr: 1.122e-01, eta: 5 days, 16:28:37, time: 1.681, data_time: 0.006, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6170, loss_cls: 2.8698, loss: 2.8698, grad_norm: 2.0335 2021-01-23 19:40:24,507 - mmaction - INFO - Epoch [119][1440/2147] lr: 1.122e-01, eta: 5 days, 16:28:03, time: 1.646, data_time: 0.016, memory: 16628, top1_acc: 0.3804, top5_acc: 0.6362, loss_cls: 2.8261, loss: 2.8261, grad_norm: 2.0607 2021-01-23 19:40:54,349 - mmaction - INFO - Epoch [119][1460/2147] lr: 1.122e-01, eta: 5 days, 16:27:26, time: 1.496, data_time: 0.015, memory: 16628, top1_acc: 0.3875, top5_acc: 0.6362, loss_cls: 2.7824, loss: 2.7824, grad_norm: 2.0350 2021-01-23 19:41:25,349 - mmaction - INFO - Epoch [119][1480/2147] lr: 1.122e-01, eta: 5 days, 16:26:50, time: 1.549, data_time: 0.012, memory: 16628, top1_acc: 0.3696, top5_acc: 0.6107, loss_cls: 2.8802, loss: 2.8802, grad_norm: 2.0173 2021-01-23 19:42:05,934 - mmaction - INFO - Epoch [119][1500/2147] lr: 1.122e-01, eta: 5 days, 16:26:25, time: 2.032, data_time: 0.007, memory: 16628, top1_acc: 0.3817, top5_acc: 0.6312, loss_cls: 2.8709, loss: 2.8709, grad_norm: 2.0373 2021-01-23 19:42:37,808 - mmaction - INFO - Epoch [119][1520/2147] lr: 1.122e-01, eta: 5 days, 16:25:50, time: 1.592, data_time: 0.010, memory: 16628, top1_acc: 0.3683, top5_acc: 0.6348, loss_cls: 2.8266, loss: 2.8266, grad_norm: 2.0721 2021-01-23 19:43:08,732 - mmaction - INFO - Epoch [119][1540/2147] lr: 1.122e-01, eta: 5 days, 16:25:14, time: 1.548, data_time: 0.026, memory: 16628, top1_acc: 0.3741, top5_acc: 0.6228, loss_cls: 2.8124, loss: 2.8124, grad_norm: 2.0871 2021-01-23 19:43:39,834 - mmaction - INFO - Epoch [119][1560/2147] lr: 1.122e-01, eta: 5 days, 16:24:38, time: 1.557, data_time: 0.007, memory: 16628, top1_acc: 0.3804, top5_acc: 0.6196, loss_cls: 2.8397, loss: 2.8397, grad_norm: 2.0292 2021-01-23 19:44:10,625 - mmaction - INFO - Epoch [119][1580/2147] lr: 1.122e-01, eta: 5 days, 16:24:02, time: 1.538, data_time: 0.007, memory: 16628, top1_acc: 0.3661, top5_acc: 0.6125, loss_cls: 2.8926, loss: 2.8926, grad_norm: 2.0428 2021-01-23 19:44:39,396 - mmaction - INFO - Epoch [119][1600/2147] lr: 1.122e-01, eta: 5 days, 16:23:23, time: 1.438, data_time: 0.008, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6268, loss_cls: 2.8238, loss: 2.8238, grad_norm: 2.0361 2021-01-23 19:45:21,231 - mmaction - INFO - Epoch [119][1620/2147] lr: 1.122e-01, eta: 5 days, 16:23:00, time: 2.093, data_time: 0.008, memory: 16628, top1_acc: 0.3964, top5_acc: 0.6415, loss_cls: 2.7971, loss: 2.7971, grad_norm: 2.1357 2021-01-23 19:45:53,307 - mmaction - INFO - Epoch [119][1640/2147] lr: 1.122e-01, eta: 5 days, 16:22:25, time: 1.604, data_time: 0.008, memory: 16628, top1_acc: 0.3772, top5_acc: 0.6308, loss_cls: 2.8225, loss: 2.8225, grad_norm: 2.0634 2021-01-23 19:46:22,391 - mmaction - INFO - Epoch [119][1660/2147] lr: 1.122e-01, eta: 5 days, 16:21:47, time: 1.453, data_time: 0.003, memory: 16628, top1_acc: 0.3754, top5_acc: 0.6335, loss_cls: 2.8095, loss: 2.8095, grad_norm: 2.0299 2021-01-23 19:46:58,853 - mmaction - INFO - Epoch [119][1680/2147] lr: 1.122e-01, eta: 5 days, 16:21:17, time: 1.824, data_time: 0.005, memory: 16628, top1_acc: 0.3835, top5_acc: 0.6263, loss_cls: 2.8216, loss: 2.8216, grad_norm: 1.9971 2021-01-23 19:47:28,784 - mmaction - INFO - Epoch [119][1700/2147] lr: 1.122e-01, eta: 5 days, 16:20:40, time: 1.494, data_time: 0.023, memory: 16628, top1_acc: 0.3696, top5_acc: 0.6259, loss_cls: 2.8641, loss: 2.8641, grad_norm: 2.0404 2021-01-23 19:47:58,890 - mmaction - INFO - Epoch [119][1720/2147] lr: 1.122e-01, eta: 5 days, 16:20:03, time: 1.505, data_time: 0.009, memory: 16628, top1_acc: 0.3634, top5_acc: 0.6174, loss_cls: 2.9151, loss: 2.9151, grad_norm: 2.0162 2021-01-23 19:48:28,975 - mmaction - INFO - Epoch [119][1740/2147] lr: 1.122e-01, eta: 5 days, 16:19:26, time: 1.508, data_time: 0.012, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6344, loss_cls: 2.8602, loss: 2.8602, grad_norm: 2.0335 2021-01-23 19:48:59,261 - mmaction - INFO - Epoch [119][1760/2147] lr: 1.122e-01, eta: 5 days, 16:18:49, time: 1.512, data_time: 0.003, memory: 16628, top1_acc: 0.3710, top5_acc: 0.6290, loss_cls: 2.8276, loss: 2.8276, grad_norm: 2.0052 2021-01-23 19:49:31,645 - mmaction - INFO - Epoch [119][1780/2147] lr: 1.122e-01, eta: 5 days, 16:18:15, time: 1.621, data_time: 0.007, memory: 16628, top1_acc: 0.3567, top5_acc: 0.6062, loss_cls: 2.9620, loss: 2.9620, grad_norm: 2.0498 2021-01-23 19:50:03,728 - mmaction - INFO - Epoch [119][1800/2147] lr: 1.122e-01, eta: 5 days, 16:17:40, time: 1.601, data_time: 0.004, memory: 16628, top1_acc: 0.3835, top5_acc: 0.6299, loss_cls: 2.7582, loss: 2.7582, grad_norm: 2.0224 2021-01-23 19:50:35,203 - mmaction - INFO - Epoch [119][1820/2147] lr: 1.122e-01, eta: 5 days, 16:17:04, time: 1.575, data_time: 0.006, memory: 16628, top1_acc: 0.3754, top5_acc: 0.6531, loss_cls: 2.7413, loss: 2.7413, grad_norm: 2.0814 2021-01-23 19:51:06,055 - mmaction - INFO - Epoch [119][1840/2147] lr: 1.122e-01, eta: 5 days, 16:16:28, time: 1.543, data_time: 0.007, memory: 16628, top1_acc: 0.3625, top5_acc: 0.6210, loss_cls: 2.8672, loss: 2.8672, grad_norm: 2.0545 2021-01-23 19:51:34,837 - mmaction - INFO - Epoch [119][1860/2147] lr: 1.122e-01, eta: 5 days, 16:15:50, time: 1.440, data_time: 0.008, memory: 16628, top1_acc: 0.3875, top5_acc: 0.6295, loss_cls: 2.7900, loss: 2.7900, grad_norm: 2.0420 2021-01-23 19:52:14,069 - mmaction - INFO - Epoch [119][1880/2147] lr: 1.122e-01, eta: 5 days, 16:15:23, time: 1.958, data_time: 0.036, memory: 16628, top1_acc: 0.3871, top5_acc: 0.6312, loss_cls: 2.8340, loss: 2.8340, grad_norm: 2.0445 2021-01-23 19:52:44,048 - mmaction - INFO - Epoch [119][1900/2147] lr: 1.122e-01, eta: 5 days, 16:14:46, time: 1.505, data_time: 0.007, memory: 16628, top1_acc: 0.3558, top5_acc: 0.6098, loss_cls: 2.9034, loss: 2.9034, grad_norm: 2.0322 2021-01-23 19:53:14,921 - mmaction - INFO - Epoch [119][1920/2147] lr: 1.122e-01, eta: 5 days, 16:14:10, time: 1.544, data_time: 0.004, memory: 16628, top1_acc: 0.3616, top5_acc: 0.6290, loss_cls: 2.8922, loss: 2.8922, grad_norm: 2.0162 2021-01-23 19:53:44,476 - mmaction - INFO - Epoch [119][1940/2147] lr: 1.122e-01, eta: 5 days, 16:13:32, time: 1.476, data_time: 0.004, memory: 16628, top1_acc: 0.3638, top5_acc: 0.6259, loss_cls: 2.8555, loss: 2.8555, grad_norm: 1.9914 2021-01-23 19:54:17,224 - mmaction - INFO - Epoch [119][1960/2147] lr: 1.122e-01, eta: 5 days, 16:12:58, time: 1.635, data_time: 0.009, memory: 16628, top1_acc: 0.3884, top5_acc: 0.6504, loss_cls: 2.7630, loss: 2.7630, grad_norm: 2.0285 2021-01-23 19:54:49,343 - mmaction - INFO - Epoch [119][1980/2147] lr: 1.122e-01, eta: 5 days, 16:12:24, time: 1.608, data_time: 0.014, memory: 16628, top1_acc: 0.3696, top5_acc: 0.6232, loss_cls: 2.8104, loss: 2.8104, grad_norm: 2.0172 2021-01-23 19:55:20,318 - mmaction - INFO - Epoch [119][2000/2147] lr: 1.122e-01, eta: 5 days, 16:11:48, time: 1.550, data_time: 0.005, memory: 16628, top1_acc: 0.3710, top5_acc: 0.6067, loss_cls: 2.9100, loss: 2.9100, grad_norm: 2.0138 2021-01-23 19:55:51,589 - mmaction - INFO - Epoch [119][2020/2147] lr: 1.122e-01, eta: 5 days, 16:11:12, time: 1.562, data_time: 0.011, memory: 16628, top1_acc: 0.3634, top5_acc: 0.6089, loss_cls: 2.8964, loss: 2.8964, grad_norm: 2.0257 2021-01-23 19:56:25,419 - mmaction - INFO - Epoch [119][2040/2147] lr: 1.122e-01, eta: 5 days, 16:10:39, time: 1.690, data_time: 0.009, memory: 16628, top1_acc: 0.3656, top5_acc: 0.6402, loss_cls: 2.8132, loss: 2.8132, grad_norm: 2.0385 2021-01-23 19:56:58,887 - mmaction - INFO - Epoch [119][2060/2147] lr: 1.122e-01, eta: 5 days, 16:10:06, time: 1.674, data_time: 0.008, memory: 16628, top1_acc: 0.3786, top5_acc: 0.6344, loss_cls: 2.8117, loss: 2.8117, grad_norm: 2.0117 2021-01-23 19:57:29,944 - mmaction - INFO - Epoch [119][2080/2147] lr: 1.122e-01, eta: 5 days, 16:09:30, time: 1.553, data_time: 0.006, memory: 16628, top1_acc: 0.3763, top5_acc: 0.6339, loss_cls: 2.7800, loss: 2.7800, grad_norm: 2.0150 2021-01-23 19:58:02,238 - mmaction - INFO - Epoch [119][2100/2147] lr: 1.122e-01, eta: 5 days, 16:08:56, time: 1.617, data_time: 0.005, memory: 16628, top1_acc: 0.3915, top5_acc: 0.6429, loss_cls: 2.7417, loss: 2.7417, grad_norm: 2.0710 2021-01-23 19:58:33,095 - mmaction - INFO - Epoch [119][2120/2147] lr: 1.122e-01, eta: 5 days, 16:08:19, time: 1.534, data_time: 0.007, memory: 16628, top1_acc: 0.3580, top5_acc: 0.6121, loss_cls: 2.9032, loss: 2.9032, grad_norm: 2.0646 2021-01-23 19:59:01,787 - mmaction - INFO - Epoch [119][2140/2147] lr: 1.122e-01, eta: 5 days, 16:07:41, time: 1.444, data_time: 0.016, memory: 16628, top1_acc: 0.3857, top5_acc: 0.6246, loss_cls: 2.8293, loss: 2.8293, grad_norm: 2.0256 2021-01-23 20:05:04,745 - mmaction - INFO - Epoch [120][20/2147] lr: 1.110e-01, eta: 5 days, 16:12:22, time: 16.442, data_time: 14.762, memory: 16628, top1_acc: 0.3741, top5_acc: 0.6232, loss_cls: 2.8490, loss: 2.8490, grad_norm: 2.0468 2021-01-23 20:05:34,036 - mmaction - INFO - Epoch [120][40/2147] lr: 1.110e-01, eta: 5 days, 16:11:44, time: 1.465, data_time: 0.006, memory: 16628, top1_acc: 0.3862, top5_acc: 0.6469, loss_cls: 2.7503, loss: 2.7503, grad_norm: 2.0534 2021-01-23 20:06:04,953 - mmaction - INFO - Epoch [120][60/2147] lr: 1.110e-01, eta: 5 days, 16:11:08, time: 1.546, data_time: 0.007, memory: 16628, top1_acc: 0.3754, top5_acc: 0.6366, loss_cls: 2.7635, loss: 2.7635, grad_norm: 2.0358 2021-01-23 20:06:34,382 - mmaction - INFO - Epoch [120][80/2147] lr: 1.110e-01, eta: 5 days, 16:10:31, time: 1.472, data_time: 0.007, memory: 16628, top1_acc: 0.3781, top5_acc: 0.6286, loss_cls: 2.7996, loss: 2.7996, grad_norm: 2.0657 2021-01-23 20:07:05,099 - mmaction - INFO - Epoch [120][100/2147] lr: 1.110e-01, eta: 5 days, 16:09:54, time: 1.533, data_time: 0.003, memory: 16628, top1_acc: 0.3781, top5_acc: 0.6411, loss_cls: 2.7919, loss: 2.7919, grad_norm: 2.0117 2021-01-23 20:07:34,593 - mmaction - INFO - Epoch [120][120/2147] lr: 1.110e-01, eta: 5 days, 16:09:16, time: 1.477, data_time: 0.012, memory: 16628, top1_acc: 0.3808, top5_acc: 0.6277, loss_cls: 2.8180, loss: 2.8180, grad_norm: 2.1009 2021-01-23 20:08:03,752 - mmaction - INFO - Epoch [120][140/2147] lr: 1.110e-01, eta: 5 days, 16:08:38, time: 1.460, data_time: 0.012, memory: 16628, top1_acc: 0.3786, top5_acc: 0.6348, loss_cls: 2.8445, loss: 2.8445, grad_norm: 2.0657 2021-01-23 20:08:33,333 - mmaction - INFO - Epoch [120][160/2147] lr: 1.110e-01, eta: 5 days, 16:08:01, time: 1.479, data_time: 0.004, memory: 16628, top1_acc: 0.3714, top5_acc: 0.6268, loss_cls: 2.8060, loss: 2.8060, grad_norm: 2.0289 2021-01-23 20:09:02,391 - mmaction - INFO - Epoch [120][180/2147] lr: 1.110e-01, eta: 5 days, 16:07:22, time: 1.446, data_time: 0.003, memory: 16628, top1_acc: 0.3937, top5_acc: 0.6455, loss_cls: 2.7608, loss: 2.7608, grad_norm: 2.0075 2021-01-23 20:09:33,441 - mmaction - INFO - Epoch [120][200/2147] lr: 1.110e-01, eta: 5 days, 16:06:46, time: 1.556, data_time: 0.012, memory: 16628, top1_acc: 0.3946, top5_acc: 0.6424, loss_cls: 2.7491, loss: 2.7491, grad_norm: 2.0162 2021-01-23 20:10:02,808 - mmaction - INFO - Epoch [120][220/2147] lr: 1.110e-01, eta: 5 days, 16:06:08, time: 1.468, data_time: 0.008, memory: 16628, top1_acc: 0.3750, top5_acc: 0.6268, loss_cls: 2.8038, loss: 2.8038, grad_norm: 2.0027 2021-01-23 20:10:32,889 - mmaction - INFO - Epoch [120][240/2147] lr: 1.110e-01, eta: 5 days, 16:05:31, time: 1.505, data_time: 0.006, memory: 16628, top1_acc: 0.3978, top5_acc: 0.6509, loss_cls: 2.7178, loss: 2.7178, grad_norm: 2.0181 2021-01-23 20:11:01,511 - mmaction - INFO - Epoch [120][260/2147] lr: 1.110e-01, eta: 5 days, 16:04:53, time: 1.433, data_time: 0.004, memory: 16628, top1_acc: 0.3728, top5_acc: 0.6384, loss_cls: 2.8018, loss: 2.8018, grad_norm: 2.0824 2021-01-23 20:11:36,535 - mmaction - INFO - Epoch [120][280/2147] lr: 1.110e-01, eta: 5 days, 16:04:21, time: 1.749, data_time: 0.003, memory: 16628, top1_acc: 0.3612, top5_acc: 0.6067, loss_cls: 2.8954, loss: 2.8954, grad_norm: 2.1006 2021-01-23 20:12:11,265 - mmaction - INFO - Epoch [120][300/2147] lr: 1.110e-01, eta: 5 days, 16:03:49, time: 1.738, data_time: 0.030, memory: 16628, top1_acc: 0.3982, top5_acc: 0.6429, loss_cls: 2.7640, loss: 2.7640, grad_norm: 2.0104 2021-01-23 20:12:40,277 - mmaction - INFO - Epoch [120][320/2147] lr: 1.110e-01, eta: 5 days, 16:03:11, time: 1.448, data_time: 0.004, memory: 16628, top1_acc: 0.3906, top5_acc: 0.6491, loss_cls: 2.7643, loss: 2.7643, grad_norm: 2.0721 2021-01-23 20:13:10,713 - mmaction - INFO - Epoch [120][340/2147] lr: 1.110e-01, eta: 5 days, 16:02:34, time: 1.525, data_time: 0.010, memory: 16628, top1_acc: 0.3549, top5_acc: 0.6138, loss_cls: 2.8931, loss: 2.8931, grad_norm: 2.0942 2021-01-23 20:13:41,770 - mmaction - INFO - Epoch [120][360/2147] lr: 1.110e-01, eta: 5 days, 16:01:58, time: 1.551, data_time: 0.025, memory: 16628, top1_acc: 0.3871, top5_acc: 0.6460, loss_cls: 2.7356, loss: 2.7356, grad_norm: 2.0403 2021-01-23 20:14:11,675 - mmaction - INFO - Epoch [120][380/2147] lr: 1.110e-01, eta: 5 days, 16:01:21, time: 1.495, data_time: 0.007, memory: 16628, top1_acc: 0.3746, top5_acc: 0.6339, loss_cls: 2.7558, loss: 2.7558, grad_norm: 2.0409 2021-01-23 20:14:42,387 - mmaction - INFO - Epoch [120][400/2147] lr: 1.110e-01, eta: 5 days, 16:00:45, time: 1.534, data_time: 0.009, memory: 16628, top1_acc: 0.3804, top5_acc: 0.6179, loss_cls: 2.8308, loss: 2.8308, grad_norm: 2.1049 2021-01-23 20:15:11,011 - mmaction - INFO - Epoch [120][420/2147] lr: 1.110e-01, eta: 5 days, 16:00:06, time: 1.434, data_time: 0.008, memory: 16628, top1_acc: 0.3607, top5_acc: 0.6138, loss_cls: 2.8836, loss: 2.8836, grad_norm: 2.0752 2021-01-23 20:15:41,303 - mmaction - INFO - Epoch [120][440/2147] lr: 1.110e-01, eta: 5 days, 15:59:29, time: 1.515, data_time: 0.003, memory: 16628, top1_acc: 0.3768, top5_acc: 0.6353, loss_cls: 2.8120, loss: 2.8120, grad_norm: 2.0214 2021-01-23 20:16:11,549 - mmaction - INFO - Epoch [120][460/2147] lr: 1.110e-01, eta: 5 days, 15:58:52, time: 1.511, data_time: 0.009, memory: 16628, top1_acc: 0.3871, top5_acc: 0.6460, loss_cls: 2.7616, loss: 2.7616, grad_norm: 2.0700 2021-01-23 20:16:46,071 - mmaction - INFO - Epoch [120][480/2147] lr: 1.110e-01, eta: 5 days, 15:58:20, time: 1.728, data_time: 0.012, memory: 16628, top1_acc: 0.3862, top5_acc: 0.6487, loss_cls: 2.7226, loss: 2.7226, grad_norm: 2.0498 2021-01-23 20:17:14,858 - mmaction - INFO - Epoch [120][500/2147] lr: 1.110e-01, eta: 5 days, 15:57:42, time: 1.437, data_time: 0.002, memory: 16628, top1_acc: 0.3728, top5_acc: 0.6353, loss_cls: 2.8062, loss: 2.8062, grad_norm: 2.0875 2021-01-23 20:17:46,507 - mmaction - INFO - Epoch [120][520/2147] lr: 1.110e-01, eta: 5 days, 15:57:07, time: 1.583, data_time: 0.010, memory: 16628, top1_acc: 0.3737, top5_acc: 0.6286, loss_cls: 2.8465, loss: 2.8465, grad_norm: 2.1028 2021-01-23 20:18:15,139 - mmaction - INFO - Epoch [120][540/2147] lr: 1.110e-01, eta: 5 days, 15:56:28, time: 1.433, data_time: 0.005, memory: 16628, top1_acc: 0.3679, top5_acc: 0.6308, loss_cls: 2.8116, loss: 2.8116, grad_norm: 2.0545 2021-01-23 20:18:46,327 - mmaction - INFO - Epoch [120][560/2147] lr: 1.110e-01, eta: 5 days, 15:55:52, time: 1.558, data_time: 0.004, memory: 16628, top1_acc: 0.3795, top5_acc: 0.6393, loss_cls: 2.7857, loss: 2.7857, grad_norm: 2.0846 2021-01-23 20:19:15,827 - mmaction - INFO - Epoch [120][580/2147] lr: 1.110e-01, eta: 5 days, 15:55:14, time: 1.474, data_time: 0.003, memory: 16628, top1_acc: 0.3826, top5_acc: 0.6232, loss_cls: 2.7977, loss: 2.7977, grad_norm: 2.0417 2021-01-23 20:19:45,046 - mmaction - INFO - Epoch [120][600/2147] lr: 1.110e-01, eta: 5 days, 15:54:36, time: 1.463, data_time: 0.005, memory: 16628, top1_acc: 0.3826, top5_acc: 0.6272, loss_cls: 2.8118, loss: 2.8118, grad_norm: 2.0118 2021-01-23 20:20:15,557 - mmaction - INFO - Epoch [120][620/2147] lr: 1.110e-01, eta: 5 days, 15:54:00, time: 1.524, data_time: 0.004, memory: 16628, top1_acc: 0.3857, top5_acc: 0.6504, loss_cls: 2.7566, loss: 2.7566, grad_norm: 2.0297 2021-01-23 20:20:44,744 - mmaction - INFO - Epoch [120][640/2147] lr: 1.110e-01, eta: 5 days, 15:53:22, time: 1.460, data_time: 0.004, memory: 16628, top1_acc: 0.3545, top5_acc: 0.6094, loss_cls: 2.9384, loss: 2.9384, grad_norm: 2.0790 2021-01-23 20:21:14,851 - mmaction - INFO - Epoch [120][660/2147] lr: 1.110e-01, eta: 5 days, 15:52:44, time: 1.504, data_time: 0.004, memory: 16628, top1_acc: 0.3960, top5_acc: 0.6487, loss_cls: 2.7134, loss: 2.7134, grad_norm: 1.9788 2021-01-23 20:21:46,151 - mmaction - INFO - Epoch [120][680/2147] lr: 1.110e-01, eta: 5 days, 15:52:09, time: 1.566, data_time: 0.006, memory: 16628, top1_acc: 0.3732, top5_acc: 0.6125, loss_cls: 2.8810, loss: 2.8810, grad_norm: 2.0620 2021-01-23 20:22:21,195 - mmaction - INFO - Epoch [120][700/2147] lr: 1.110e-01, eta: 5 days, 15:51:37, time: 1.753, data_time: 0.107, memory: 16628, top1_acc: 0.3692, top5_acc: 0.6353, loss_cls: 2.8232, loss: 2.8232, grad_norm: 2.0730 2021-01-23 20:22:52,826 - mmaction - INFO - Epoch [120][720/2147] lr: 1.110e-01, eta: 5 days, 15:51:02, time: 1.577, data_time: 0.013, memory: 16628, top1_acc: 0.3786, top5_acc: 0.6371, loss_cls: 2.7547, loss: 2.7547, grad_norm: 2.0605 2021-01-23 20:23:22,556 - mmaction - INFO - Epoch [120][740/2147] lr: 1.110e-01, eta: 5 days, 15:50:25, time: 1.483, data_time: 0.013, memory: 16628, top1_acc: 0.3612, top5_acc: 0.6321, loss_cls: 2.8567, loss: 2.8567, grad_norm: 2.0422 2021-01-23 20:23:51,838 - mmaction - INFO - Epoch [120][760/2147] lr: 1.110e-01, eta: 5 days, 15:49:47, time: 1.473, data_time: 0.013, memory: 16628, top1_acc: 0.3719, top5_acc: 0.6254, loss_cls: 2.8071, loss: 2.8071, grad_norm: 2.0399 2021-01-23 20:24:23,439 - mmaction - INFO - Epoch [120][780/2147] lr: 1.110e-01, eta: 5 days, 15:49:11, time: 1.581, data_time: 0.007, memory: 16628, top1_acc: 0.3710, top5_acc: 0.6339, loss_cls: 2.8080, loss: 2.8080, grad_norm: 2.0744 2021-01-23 20:24:54,582 - mmaction - INFO - Epoch [120][800/2147] lr: 1.110e-01, eta: 5 days, 15:48:36, time: 1.557, data_time: 0.005, memory: 16628, top1_acc: 0.3696, top5_acc: 0.6299, loss_cls: 2.7922, loss: 2.7922, grad_norm: 2.0721 2021-01-23 20:25:25,155 - mmaction - INFO - Epoch [120][820/2147] lr: 1.110e-01, eta: 5 days, 15:47:59, time: 1.528, data_time: 0.001, memory: 16628, top1_acc: 0.3812, top5_acc: 0.6295, loss_cls: 2.7970, loss: 2.7970, grad_norm: 2.0754 2021-01-23 20:25:55,310 - mmaction - INFO - Epoch [120][840/2147] lr: 1.110e-01, eta: 5 days, 15:47:22, time: 1.503, data_time: 0.004, memory: 16628, top1_acc: 0.3848, top5_acc: 0.6232, loss_cls: 2.8096, loss: 2.8096, grad_norm: 2.0417 2021-01-23 20:26:24,137 - mmaction - INFO - Epoch [120][860/2147] lr: 1.110e-01, eta: 5 days, 15:46:44, time: 1.447, data_time: 0.014, memory: 16628, top1_acc: 0.4009, top5_acc: 0.6424, loss_cls: 2.7283, loss: 2.7283, grad_norm: 2.0273 2021-01-23 20:26:56,359 - mmaction - INFO - Epoch [120][880/2147] lr: 1.110e-01, eta: 5 days, 15:46:09, time: 1.608, data_time: 0.005, memory: 16628, top1_acc: 0.3679, top5_acc: 0.6429, loss_cls: 2.8247, loss: 2.8247, grad_norm: 2.0724 2021-01-23 20:27:26,620 - mmaction - INFO - Epoch [120][900/2147] lr: 1.110e-01, eta: 5 days, 15:45:32, time: 1.516, data_time: 0.010, memory: 16628, top1_acc: 0.3799, top5_acc: 0.6330, loss_cls: 2.8046, loss: 2.8046, grad_norm: 2.0309 2021-01-23 20:27:56,436 - mmaction - INFO - Epoch [120][920/2147] lr: 1.110e-01, eta: 5 days, 15:44:55, time: 1.486, data_time: 0.002, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6223, loss_cls: 2.8657, loss: 2.8657, grad_norm: 2.0165 2021-01-23 20:28:25,423 - mmaction - INFO - Epoch [120][940/2147] lr: 1.110e-01, eta: 5 days, 15:44:17, time: 1.452, data_time: 0.013, memory: 16628, top1_acc: 0.3772, top5_acc: 0.6576, loss_cls: 2.7477, loss: 2.7477, grad_norm: 2.0001 2021-01-23 20:28:54,127 - mmaction - INFO - Epoch [120][960/2147] lr: 1.110e-01, eta: 5 days, 15:43:38, time: 1.438, data_time: 0.006, memory: 16628, top1_acc: 0.3674, top5_acc: 0.6353, loss_cls: 2.8219, loss: 2.8219, grad_norm: 2.0667 2021-01-23 20:29:23,066 - mmaction - INFO - Epoch [120][980/2147] lr: 1.110e-01, eta: 5 days, 15:43:00, time: 1.447, data_time: 0.001, memory: 16628, top1_acc: 0.3696, top5_acc: 0.6116, loss_cls: 2.8554, loss: 2.8554, grad_norm: 2.0284 2021-01-23 20:29:54,352 - mmaction - INFO - Epoch [120][1000/2147] lr: 1.110e-01, eta: 5 days, 15:42:24, time: 1.562, data_time: 0.001, memory: 16628, top1_acc: 0.3759, top5_acc: 0.6098, loss_cls: 2.8713, loss: 2.8713, grad_norm: 2.0070 2021-01-23 20:30:26,500 - mmaction - INFO - Epoch [120][1020/2147] lr: 1.110e-01, eta: 5 days, 15:41:49, time: 1.601, data_time: 0.007, memory: 16628, top1_acc: 0.3790, top5_acc: 0.6210, loss_cls: 2.7881, loss: 2.7881, grad_norm: 2.0044 2021-01-23 20:30:56,189 - mmaction - INFO - Epoch [120][1040/2147] lr: 1.110e-01, eta: 5 days, 15:41:12, time: 1.486, data_time: 0.014, memory: 16628, top1_acc: 0.3696, top5_acc: 0.6281, loss_cls: 2.8499, loss: 2.8499, grad_norm: 2.0762 2021-01-23 20:31:25,131 - mmaction - INFO - Epoch [120][1060/2147] lr: 1.110e-01, eta: 5 days, 15:40:33, time: 1.451, data_time: 0.013, memory: 16628, top1_acc: 0.3728, top5_acc: 0.6237, loss_cls: 2.8649, loss: 2.8649, grad_norm: 2.0174 2021-01-23 20:31:56,568 - mmaction - INFO - Epoch [120][1080/2147] lr: 1.110e-01, eta: 5 days, 15:39:58, time: 1.575, data_time: 0.005, memory: 16628, top1_acc: 0.3902, top5_acc: 0.6344, loss_cls: 2.7988, loss: 2.7988, grad_norm: 2.0541 2021-01-23 20:32:27,979 - mmaction - INFO - Epoch [120][1100/2147] lr: 1.110e-01, eta: 5 days, 15:39:22, time: 1.569, data_time: 0.006, memory: 16628, top1_acc: 0.3701, top5_acc: 0.6138, loss_cls: 2.8466, loss: 2.8466, grad_norm: 2.0388 2021-01-23 20:33:01,339 - mmaction - INFO - Epoch [120][1120/2147] lr: 1.110e-01, eta: 5 days, 15:38:49, time: 1.662, data_time: 0.005, memory: 16628, top1_acc: 0.3594, top5_acc: 0.6250, loss_cls: 2.8540, loss: 2.8540, grad_norm: 1.9989 2021-01-23 20:33:30,110 - mmaction - INFO - Epoch [120][1140/2147] lr: 1.110e-01, eta: 5 days, 15:38:10, time: 1.443, data_time: 0.012, memory: 16628, top1_acc: 0.3705, top5_acc: 0.6080, loss_cls: 2.8737, loss: 2.8737, grad_norm: 2.0169 2021-01-23 20:34:01,771 - mmaction - INFO - Epoch [120][1160/2147] lr: 1.110e-01, eta: 5 days, 15:37:35, time: 1.583, data_time: 0.007, memory: 16628, top1_acc: 0.3826, top5_acc: 0.6446, loss_cls: 2.7633, loss: 2.7633, grad_norm: 1.9865 2021-01-23 20:34:35,298 - mmaction - INFO - Epoch [120][1180/2147] lr: 1.110e-01, eta: 5 days, 15:37:02, time: 1.677, data_time: 0.009, memory: 16628, top1_acc: 0.3937, top5_acc: 0.6496, loss_cls: 2.7545, loss: 2.7545, grad_norm: 2.0415 2021-01-23 20:35:04,868 - mmaction - INFO - Epoch [120][1200/2147] lr: 1.110e-01, eta: 5 days, 15:36:25, time: 1.480, data_time: 0.004, memory: 16628, top1_acc: 0.3719, top5_acc: 0.6429, loss_cls: 2.7807, loss: 2.7807, grad_norm: 2.1165 2021-01-23 20:35:33,464 - mmaction - INFO - Epoch [120][1220/2147] lr: 1.110e-01, eta: 5 days, 15:35:46, time: 1.431, data_time: 0.003, memory: 16628, top1_acc: 0.3714, top5_acc: 0.6362, loss_cls: 2.8180, loss: 2.8180, grad_norm: 2.1006 2021-01-23 20:36:02,203 - mmaction - INFO - Epoch [120][1240/2147] lr: 1.110e-01, eta: 5 days, 15:35:07, time: 1.436, data_time: 0.001, memory: 16628, top1_acc: 0.3643, top5_acc: 0.6317, loss_cls: 2.8389, loss: 2.8389, grad_norm: 2.0779 2021-01-23 20:36:31,289 - mmaction - INFO - Epoch [120][1260/2147] lr: 1.110e-01, eta: 5 days, 15:34:29, time: 1.454, data_time: 0.008, memory: 16628, top1_acc: 0.3656, top5_acc: 0.6246, loss_cls: 2.8350, loss: 2.8350, grad_norm: 2.0519 2021-01-23 20:37:00,451 - mmaction - INFO - Epoch [120][1280/2147] lr: 1.110e-01, eta: 5 days, 15:33:51, time: 1.458, data_time: 0.033, memory: 16628, top1_acc: 0.3643, top5_acc: 0.6312, loss_cls: 2.8365, loss: 2.8365, grad_norm: 2.0326 2021-01-23 20:37:31,226 - mmaction - INFO - Epoch [120][1300/2147] lr: 1.110e-01, eta: 5 days, 15:33:15, time: 1.538, data_time: 0.008, memory: 16628, top1_acc: 0.3710, top5_acc: 0.6371, loss_cls: 2.7938, loss: 2.7938, grad_norm: 2.0603 2021-01-23 20:38:01,990 - mmaction - INFO - Epoch [120][1320/2147] lr: 1.110e-01, eta: 5 days, 15:32:38, time: 1.538, data_time: 0.008, memory: 16628, top1_acc: 0.3768, top5_acc: 0.6219, loss_cls: 2.8203, loss: 2.8203, grad_norm: 2.0238 2021-01-23 20:38:35,596 - mmaction - INFO - Epoch [120][1340/2147] lr: 1.110e-01, eta: 5 days, 15:32:05, time: 1.674, data_time: 0.012, memory: 16628, top1_acc: 0.3808, top5_acc: 0.6277, loss_cls: 2.8189, loss: 2.8189, grad_norm: 2.0650 2021-01-23 20:39:06,281 - mmaction - INFO - Epoch [120][1360/2147] lr: 1.110e-01, eta: 5 days, 15:31:29, time: 1.541, data_time: 0.013, memory: 16628, top1_acc: 0.3830, top5_acc: 0.6299, loss_cls: 2.7823, loss: 2.7823, grad_norm: 2.0511 2021-01-23 20:39:36,685 - mmaction - INFO - Epoch [120][1380/2147] lr: 1.110e-01, eta: 5 days, 15:30:53, time: 1.522, data_time: 0.010, memory: 16628, top1_acc: 0.3705, top5_acc: 0.6299, loss_cls: 2.8292, loss: 2.8292, grad_norm: 2.0694 2021-01-23 20:40:05,163 - mmaction - INFO - Epoch [120][1400/2147] lr: 1.110e-01, eta: 5 days, 15:30:14, time: 1.422, data_time: 0.002, memory: 16628, top1_acc: 0.3741, top5_acc: 0.6232, loss_cls: 2.8437, loss: 2.8437, grad_norm: 2.0767 2021-01-23 20:40:34,239 - mmaction - INFO - Epoch [120][1420/2147] lr: 1.110e-01, eta: 5 days, 15:29:35, time: 1.456, data_time: 0.010, memory: 16628, top1_acc: 0.3629, top5_acc: 0.6228, loss_cls: 2.8910, loss: 2.8910, grad_norm: 2.0846 2021-01-23 20:41:03,509 - mmaction - INFO - Epoch [120][1440/2147] lr: 1.110e-01, eta: 5 days, 15:28:58, time: 1.464, data_time: 0.003, memory: 16628, top1_acc: 0.3790, top5_acc: 0.6379, loss_cls: 2.7935, loss: 2.7935, grad_norm: 2.0498 2021-01-23 20:41:34,469 - mmaction - INFO - Epoch [120][1460/2147] lr: 1.110e-01, eta: 5 days, 15:28:21, time: 1.547, data_time: 0.001, memory: 16628, top1_acc: 0.3696, top5_acc: 0.6254, loss_cls: 2.7869, loss: 2.7869, grad_norm: 2.0145 2021-01-23 20:42:08,787 - mmaction - INFO - Epoch [120][1480/2147] lr: 1.110e-01, eta: 5 days, 15:27:49, time: 1.714, data_time: 0.006, memory: 16628, top1_acc: 0.3871, top5_acc: 0.6397, loss_cls: 2.7569, loss: 2.7569, grad_norm: 2.0519 2021-01-23 20:42:39,302 - mmaction - INFO - Epoch [120][1500/2147] lr: 1.110e-01, eta: 5 days, 15:27:13, time: 1.528, data_time: 0.013, memory: 16628, top1_acc: 0.3674, top5_acc: 0.6094, loss_cls: 2.8469, loss: 2.8469, grad_norm: 2.0474 2021-01-23 20:43:11,664 - mmaction - INFO - Epoch [120][1520/2147] lr: 1.110e-01, eta: 5 days, 15:26:38, time: 1.616, data_time: 0.003, memory: 16628, top1_acc: 0.3571, top5_acc: 0.6326, loss_cls: 2.8610, loss: 2.8610, grad_norm: 2.0357 2021-01-23 20:43:40,546 - mmaction - INFO - Epoch [120][1540/2147] lr: 1.110e-01, eta: 5 days, 15:26:00, time: 1.447, data_time: 0.007, memory: 16628, top1_acc: 0.3777, top5_acc: 0.6076, loss_cls: 2.8840, loss: 2.8840, grad_norm: 2.0373 2021-01-23 20:44:10,457 - mmaction - INFO - Epoch [120][1560/2147] lr: 1.110e-01, eta: 5 days, 15:25:23, time: 1.496, data_time: 0.006, memory: 16628, top1_acc: 0.3911, top5_acc: 0.6402, loss_cls: 2.7814, loss: 2.7814, grad_norm: 1.9871 2021-01-23 20:44:39,813 - mmaction - INFO - Epoch [120][1580/2147] lr: 1.110e-01, eta: 5 days, 15:24:45, time: 1.463, data_time: 0.005, memory: 16628, top1_acc: 0.3567, top5_acc: 0.6174, loss_cls: 2.9123, loss: 2.9123, grad_norm: 2.0518 2021-01-23 20:45:10,006 - mmaction - INFO - Epoch [120][1600/2147] lr: 1.110e-01, eta: 5 days, 15:24:08, time: 1.514, data_time: 0.009, memory: 16628, top1_acc: 0.3804, top5_acc: 0.6321, loss_cls: 2.8000, loss: 2.8000, grad_norm: 2.0042 2021-01-23 20:45:38,645 - mmaction - INFO - Epoch [120][1620/2147] lr: 1.110e-01, eta: 5 days, 15:23:29, time: 1.432, data_time: 0.002, memory: 16628, top1_acc: 0.3893, top5_acc: 0.6353, loss_cls: 2.7737, loss: 2.7737, grad_norm: 2.0129 2021-01-23 20:46:09,905 - mmaction - INFO - Epoch [120][1640/2147] lr: 1.110e-01, eta: 5 days, 15:22:54, time: 1.564, data_time: 0.002, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6371, loss_cls: 2.7972, loss: 2.7972, grad_norm: 2.0460 2021-01-23 20:46:45,617 - mmaction - INFO - Epoch [120][1660/2147] lr: 1.110e-01, eta: 5 days, 15:22:23, time: 1.784, data_time: 0.003, memory: 16628, top1_acc: 0.3679, top5_acc: 0.6397, loss_cls: 2.8380, loss: 2.8380, grad_norm: 2.0716 2021-01-23 20:47:18,679 - mmaction - INFO - Epoch [120][1680/2147] lr: 1.110e-01, eta: 5 days, 15:21:49, time: 1.651, data_time: 0.004, memory: 16628, top1_acc: 0.3629, top5_acc: 0.6223, loss_cls: 2.8499, loss: 2.8499, grad_norm: 2.0070 2021-01-23 20:47:49,601 - mmaction - INFO - Epoch [120][1700/2147] lr: 1.110e-01, eta: 5 days, 15:21:13, time: 1.535, data_time: 0.005, memory: 16628, top1_acc: 0.3781, top5_acc: 0.6335, loss_cls: 2.8108, loss: 2.8108, grad_norm: 1.9945 2021-01-23 20:48:21,861 - mmaction - INFO - Epoch [120][1720/2147] lr: 1.110e-01, eta: 5 days, 15:20:39, time: 1.622, data_time: 0.018, memory: 16628, top1_acc: 0.3746, top5_acc: 0.6272, loss_cls: 2.8063, loss: 2.8063, grad_norm: 2.0679 2021-01-23 20:48:50,476 - mmaction - INFO - Epoch [120][1740/2147] lr: 1.110e-01, eta: 5 days, 15:20:00, time: 1.436, data_time: 0.008, memory: 16628, top1_acc: 0.3893, top5_acc: 0.6192, loss_cls: 2.8270, loss: 2.8270, grad_norm: 2.0428 2021-01-23 20:49:21,816 - mmaction - INFO - Epoch [120][1760/2147] lr: 1.110e-01, eta: 5 days, 15:19:24, time: 1.553, data_time: 0.004, memory: 16628, top1_acc: 0.3674, top5_acc: 0.6228, loss_cls: 2.8712, loss: 2.8712, grad_norm: 2.0336 2021-01-23 20:49:51,442 - mmaction - INFO - Epoch [120][1780/2147] lr: 1.110e-01, eta: 5 days, 15:18:47, time: 1.493, data_time: 0.019, memory: 16628, top1_acc: 0.3728, top5_acc: 0.6317, loss_cls: 2.8428, loss: 2.8428, grad_norm: 2.0205 2021-01-23 20:50:20,067 - mmaction - INFO - Epoch [120][1800/2147] lr: 1.110e-01, eta: 5 days, 15:18:08, time: 1.431, data_time: 0.005, memory: 16628, top1_acc: 0.3719, top5_acc: 0.6388, loss_cls: 2.7933, loss: 2.7933, grad_norm: 2.0139 2021-01-23 20:50:49,143 - mmaction - INFO - Epoch [120][1820/2147] lr: 1.110e-01, eta: 5 days, 15:17:30, time: 1.455, data_time: 0.008, memory: 16628, top1_acc: 0.3790, top5_acc: 0.6379, loss_cls: 2.7791, loss: 2.7791, grad_norm: 2.0287 2021-01-23 20:51:20,209 - mmaction - INFO - Epoch [120][1840/2147] lr: 1.110e-01, eta: 5 days, 15:16:54, time: 1.550, data_time: 0.010, memory: 16628, top1_acc: 0.3786, top5_acc: 0.6429, loss_cls: 2.7955, loss: 2.7955, grad_norm: 2.0851 2021-01-23 20:51:50,378 - mmaction - INFO - Epoch [120][1860/2147] lr: 1.110e-01, eta: 5 days, 15:16:17, time: 1.514, data_time: 0.008, memory: 16628, top1_acc: 0.3647, top5_acc: 0.6170, loss_cls: 2.8309, loss: 2.8309, grad_norm: 2.0183 2021-01-23 20:52:19,207 - mmaction - INFO - Epoch [120][1880/2147] lr: 1.110e-01, eta: 5 days, 15:15:39, time: 1.441, data_time: 0.003, memory: 16628, top1_acc: 0.3813, top5_acc: 0.6397, loss_cls: 2.7540, loss: 2.7540, grad_norm: 2.0125 2021-01-23 20:52:49,817 - mmaction - INFO - Epoch [120][1900/2147] lr: 1.110e-01, eta: 5 days, 15:15:03, time: 1.529, data_time: 0.010, memory: 16628, top1_acc: 0.3737, top5_acc: 0.6295, loss_cls: 2.8507, loss: 2.8507, grad_norm: 2.0952 2021-01-23 20:53:18,509 - mmaction - INFO - Epoch [120][1920/2147] lr: 1.110e-01, eta: 5 days, 15:14:24, time: 1.437, data_time: 0.005, memory: 16628, top1_acc: 0.3915, top5_acc: 0.6455, loss_cls: 2.7259, loss: 2.7259, grad_norm: 2.0272 2021-01-23 20:53:47,591 - mmaction - INFO - Epoch [120][1940/2147] lr: 1.110e-01, eta: 5 days, 15:13:46, time: 1.451, data_time: 0.005, memory: 16628, top1_acc: 0.3705, top5_acc: 0.6138, loss_cls: 2.9216, loss: 2.9216, grad_norm: 2.0419 2021-01-23 20:54:16,747 - mmaction - INFO - Epoch [120][1960/2147] lr: 1.110e-01, eta: 5 days, 15:13:08, time: 1.460, data_time: 0.005, memory: 16628, top1_acc: 0.3795, top5_acc: 0.6223, loss_cls: 2.7984, loss: 2.7984, grad_norm: 2.0007 2021-01-23 20:54:55,429 - mmaction - INFO - Epoch [120][1980/2147] lr: 1.110e-01, eta: 5 days, 15:12:41, time: 1.933, data_time: 0.007, memory: 16628, top1_acc: 0.3969, top5_acc: 0.6326, loss_cls: 2.8030, loss: 2.8030, grad_norm: 2.0587 2021-01-23 20:55:25,784 - mmaction - INFO - Epoch [120][2000/2147] lr: 1.110e-01, eta: 5 days, 15:12:04, time: 1.520, data_time: 0.008, memory: 16628, top1_acc: 0.3746, top5_acc: 0.6223, loss_cls: 2.8384, loss: 2.8384, grad_norm: 2.0534 2021-01-23 20:55:58,213 - mmaction - INFO - Epoch [120][2020/2147] lr: 1.110e-01, eta: 5 days, 15:11:29, time: 1.616, data_time: 0.002, memory: 16628, top1_acc: 0.3634, top5_acc: 0.6062, loss_cls: 2.9179, loss: 2.9179, grad_norm: 2.0627 2021-01-23 20:56:28,771 - mmaction - INFO - Epoch [120][2040/2147] lr: 1.110e-01, eta: 5 days, 15:10:53, time: 1.532, data_time: 0.012, memory: 16628, top1_acc: 0.3670, top5_acc: 0.6054, loss_cls: 2.8915, loss: 2.8915, grad_norm: 2.0473 2021-01-23 20:56:59,640 - mmaction - INFO - Epoch [120][2060/2147] lr: 1.110e-01, eta: 5 days, 15:10:17, time: 1.546, data_time: 0.011, memory: 16628, top1_acc: 0.3442, top5_acc: 0.6125, loss_cls: 2.9373, loss: 2.9373, grad_norm: 1.9789 2021-01-23 20:57:29,793 - mmaction - INFO - Epoch [120][2080/2147] lr: 1.110e-01, eta: 5 days, 15:09:40, time: 1.507, data_time: 0.001, memory: 16628, top1_acc: 0.3821, top5_acc: 0.6455, loss_cls: 2.7211, loss: 2.7211, grad_norm: 2.0072 2021-01-23 20:58:01,522 - mmaction - INFO - Epoch [120][2100/2147] lr: 1.110e-01, eta: 5 days, 15:09:05, time: 1.574, data_time: 0.002, memory: 16628, top1_acc: 0.3902, top5_acc: 0.6406, loss_cls: 2.7390, loss: 2.7390, grad_norm: 2.0111 2021-01-23 20:58:31,688 - mmaction - INFO - Epoch [120][2120/2147] lr: 1.110e-01, eta: 5 days, 15:08:28, time: 1.519, data_time: 0.021, memory: 16628, top1_acc: 0.3710, top5_acc: 0.6223, loss_cls: 2.8446, loss: 2.8446, grad_norm: 2.0202 2021-01-23 20:59:00,740 - mmaction - INFO - Epoch [120][2140/2147] lr: 1.110e-01, eta: 5 days, 15:07:50, time: 1.444, data_time: 0.005, memory: 16628, top1_acc: 0.3741, top5_acc: 0.6277, loss_cls: 2.8373, loss: 2.8373, grad_norm: 2.0246 2021-01-23 20:59:30,234 - mmaction - INFO - Saving checkpoint at 120 epochs 2021-01-23 21:20:03,674 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-23 21:20:04,439 - mmaction - INFO - top1_acc 0.4353 top5_acc 0.7034 2021-01-23 21:20:04,440 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-23 21:20:04,513 - mmaction - INFO - mean_acc 0.4353 2021-01-23 21:20:04,514 - mmaction - INFO - Now best checkpoint is epoch_120.pth 2021-01-23 21:20:04,541 - mmaction - INFO - Epoch(val) [120][2147] top1_acc: 0.4353, top5_acc: 0.7034, mean_class_accuracy: 0.4353 2021-01-23 21:25:01,310 - mmaction - INFO - Epoch [121][20/2147] lr: 1.098e-01, eta: 5 days, 15:11:50, time: 14.832, data_time: 13.300, memory: 16628, top1_acc: 0.3754, top5_acc: 0.6263, loss_cls: 2.8005, loss: 2.8005, grad_norm: 2.0569 2021-01-23 21:25:30,070 - mmaction - INFO - Epoch [121][40/2147] lr: 1.098e-01, eta: 5 days, 15:11:11, time: 1.440, data_time: 0.008, memory: 16628, top1_acc: 0.3679, top5_acc: 0.6241, loss_cls: 2.8452, loss: 2.8452, grad_norm: 2.0879 2021-01-23 21:25:59,429 - mmaction - INFO - Epoch [121][60/2147] lr: 1.098e-01, eta: 5 days, 15:10:34, time: 1.468, data_time: 0.003, memory: 16628, top1_acc: 0.3746, top5_acc: 0.6339, loss_cls: 2.7901, loss: 2.7901, grad_norm: 2.0515 2021-01-23 21:26:28,612 - mmaction - INFO - Epoch [121][80/2147] lr: 1.098e-01, eta: 5 days, 15:09:55, time: 1.455, data_time: 0.015, memory: 16628, top1_acc: 0.3701, top5_acc: 0.6094, loss_cls: 2.8924, loss: 2.8924, grad_norm: 2.0365 2021-01-23 21:26:58,457 - mmaction - INFO - Epoch [121][100/2147] lr: 1.098e-01, eta: 5 days, 15:09:18, time: 1.498, data_time: 0.010, memory: 16628, top1_acc: 0.3786, top5_acc: 0.6344, loss_cls: 2.7813, loss: 2.7813, grad_norm: 1.9972 2021-01-23 21:27:28,173 - mmaction - INFO - Epoch [121][120/2147] lr: 1.098e-01, eta: 5 days, 15:08:41, time: 1.485, data_time: 0.004, memory: 16628, top1_acc: 0.3795, top5_acc: 0.6312, loss_cls: 2.7874, loss: 2.7874, grad_norm: 1.9954 2021-01-23 21:27:58,575 - mmaction - INFO - Epoch [121][140/2147] lr: 1.098e-01, eta: 5 days, 15:08:04, time: 1.522, data_time: 0.007, memory: 16628, top1_acc: 0.3937, top5_acc: 0.6464, loss_cls: 2.7258, loss: 2.7258, grad_norm: 2.0023 2021-01-23 21:28:29,165 - mmaction - INFO - Epoch [121][160/2147] lr: 1.098e-01, eta: 5 days, 15:07:28, time: 1.527, data_time: 0.005, memory: 16628, top1_acc: 0.3835, top5_acc: 0.6393, loss_cls: 2.7800, loss: 2.7800, grad_norm: 2.0685 2021-01-23 21:29:01,202 - mmaction - INFO - Epoch [121][180/2147] lr: 1.098e-01, eta: 5 days, 15:06:53, time: 1.600, data_time: 0.003, memory: 16628, top1_acc: 0.3821, top5_acc: 0.6424, loss_cls: 2.7699, loss: 2.7699, grad_norm: 2.0543 2021-01-23 21:29:30,405 - mmaction - INFO - Epoch [121][200/2147] lr: 1.098e-01, eta: 5 days, 15:06:15, time: 1.463, data_time: 0.006, memory: 16628, top1_acc: 0.3897, top5_acc: 0.6312, loss_cls: 2.7807, loss: 2.7807, grad_norm: 2.0271 2021-01-23 21:30:00,043 - mmaction - INFO - Epoch [121][220/2147] lr: 1.098e-01, eta: 5 days, 15:05:37, time: 1.481, data_time: 0.003, memory: 16628, top1_acc: 0.3812, top5_acc: 0.6317, loss_cls: 2.7926, loss: 2.7926, grad_norm: 2.0715 2021-01-23 21:30:31,674 - mmaction - INFO - Epoch [121][240/2147] lr: 1.098e-01, eta: 5 days, 15:05:02, time: 1.571, data_time: 0.006, memory: 16628, top1_acc: 0.3879, top5_acc: 0.6402, loss_cls: 2.7321, loss: 2.7321, grad_norm: 2.0031 2021-01-23 21:31:03,059 - mmaction - INFO - Epoch [121][260/2147] lr: 1.098e-01, eta: 5 days, 15:04:27, time: 1.582, data_time: 0.013, memory: 16628, top1_acc: 0.3696, top5_acc: 0.6321, loss_cls: 2.8402, loss: 2.8402, grad_norm: 2.0569 2021-01-23 21:31:32,543 - mmaction - INFO - Epoch [121][280/2147] lr: 1.098e-01, eta: 5 days, 15:03:49, time: 1.472, data_time: 0.002, memory: 16628, top1_acc: 0.3728, top5_acc: 0.6321, loss_cls: 2.7915, loss: 2.7915, grad_norm: 2.0353 2021-01-23 21:32:10,077 - mmaction - INFO - Epoch [121][300/2147] lr: 1.098e-01, eta: 5 days, 15:03:20, time: 1.877, data_time: 0.053, memory: 16628, top1_acc: 0.3964, top5_acc: 0.6437, loss_cls: 2.7113, loss: 2.7113, grad_norm: 2.0328 2021-01-23 21:32:39,846 - mmaction - INFO - Epoch [121][320/2147] lr: 1.098e-01, eta: 5 days, 15:02:43, time: 1.488, data_time: 0.015, memory: 16628, top1_acc: 0.3911, top5_acc: 0.6415, loss_cls: 2.7480, loss: 2.7480, grad_norm: 2.0771 2021-01-23 21:33:08,309 - mmaction - INFO - Epoch [121][340/2147] lr: 1.098e-01, eta: 5 days, 15:02:04, time: 1.424, data_time: 0.004, memory: 16628, top1_acc: 0.3804, top5_acc: 0.6379, loss_cls: 2.7796, loss: 2.7796, grad_norm: 2.0483 2021-01-23 21:33:37,169 - mmaction - INFO - Epoch [121][360/2147] lr: 1.098e-01, eta: 5 days, 15:01:26, time: 1.443, data_time: 0.004, memory: 16628, top1_acc: 0.3978, top5_acc: 0.6464, loss_cls: 2.6866, loss: 2.6866, grad_norm: 2.0498 2021-01-23 21:34:07,751 - mmaction - INFO - Epoch [121][380/2147] lr: 1.098e-01, eta: 5 days, 15:00:49, time: 1.530, data_time: 0.004, memory: 16628, top1_acc: 0.3741, top5_acc: 0.6388, loss_cls: 2.7465, loss: 2.7465, grad_norm: 2.0855 2021-01-23 21:34:36,996 - mmaction - INFO - Epoch [121][400/2147] lr: 1.098e-01, eta: 5 days, 15:00:11, time: 1.461, data_time: 0.004, memory: 16628, top1_acc: 0.3804, top5_acc: 0.6442, loss_cls: 2.7632, loss: 2.7632, grad_norm: 2.1081 2021-01-23 21:35:07,986 - mmaction - INFO - Epoch [121][420/2147] lr: 1.098e-01, eta: 5 days, 14:59:35, time: 1.546, data_time: 0.003, memory: 16628, top1_acc: 0.3790, top5_acc: 0.6330, loss_cls: 2.7915, loss: 2.7915, grad_norm: 2.0668 2021-01-23 21:35:39,957 - mmaction - INFO - Epoch [121][440/2147] lr: 1.098e-01, eta: 5 days, 14:59:00, time: 1.602, data_time: 0.008, memory: 16628, top1_acc: 0.3906, top5_acc: 0.6451, loss_cls: 2.7431, loss: 2.7431, grad_norm: 2.1068 2021-01-23 21:36:12,884 - mmaction - INFO - Epoch [121][460/2147] lr: 1.098e-01, eta: 5 days, 14:58:26, time: 1.624, data_time: 0.003, memory: 16628, top1_acc: 0.3772, top5_acc: 0.6353, loss_cls: 2.8121, loss: 2.8121, grad_norm: 2.0992 2021-01-23 21:36:50,020 - mmaction - INFO - Epoch [121][480/2147] lr: 1.098e-01, eta: 5 days, 14:57:58, time: 1.880, data_time: 0.031, memory: 16628, top1_acc: 0.3924, top5_acc: 0.6451, loss_cls: 2.7638, loss: 2.7638, grad_norm: 2.0323 2021-01-23 21:37:20,413 - mmaction - INFO - Epoch [121][500/2147] lr: 1.098e-01, eta: 5 days, 14:57:21, time: 1.517, data_time: 0.002, memory: 16628, top1_acc: 0.3804, top5_acc: 0.6357, loss_cls: 2.7660, loss: 2.7660, grad_norm: 2.0301 2021-01-23 21:37:50,410 - mmaction - INFO - Epoch [121][520/2147] lr: 1.098e-01, eta: 5 days, 14:56:44, time: 1.499, data_time: 0.011, memory: 16628, top1_acc: 0.3893, top5_acc: 0.6263, loss_cls: 2.8279, loss: 2.8279, grad_norm: 2.0771 2021-01-23 21:38:21,404 - mmaction - INFO - Epoch [121][540/2147] lr: 1.098e-01, eta: 5 days, 14:56:08, time: 1.552, data_time: 0.008, memory: 16628, top1_acc: 0.3687, top5_acc: 0.6290, loss_cls: 2.8662, loss: 2.8662, grad_norm: 2.0569 2021-01-23 21:38:50,257 - mmaction - INFO - Epoch [121][560/2147] lr: 1.098e-01, eta: 5 days, 14:55:29, time: 1.442, data_time: 0.005, memory: 16628, top1_acc: 0.3848, top5_acc: 0.6237, loss_cls: 2.7924, loss: 2.7924, grad_norm: 2.0558 2021-01-23 21:39:20,036 - mmaction - INFO - Epoch [121][580/2147] lr: 1.098e-01, eta: 5 days, 14:54:52, time: 1.487, data_time: 0.004, memory: 16628, top1_acc: 0.3902, top5_acc: 0.6335, loss_cls: 2.7808, loss: 2.7808, grad_norm: 2.0557 2021-01-23 21:39:48,809 - mmaction - INFO - Epoch [121][600/2147] lr: 1.098e-01, eta: 5 days, 14:54:14, time: 1.439, data_time: 0.008, memory: 16628, top1_acc: 0.3580, top5_acc: 0.6330, loss_cls: 2.8490, loss: 2.8490, grad_norm: 2.0791 2021-01-23 21:40:18,496 - mmaction - INFO - Epoch [121][620/2147] lr: 1.098e-01, eta: 5 days, 14:53:36, time: 1.487, data_time: 0.008, memory: 16628, top1_acc: 0.3754, top5_acc: 0.6246, loss_cls: 2.7711, loss: 2.7711, grad_norm: 2.0783 2021-01-23 21:40:47,568 - mmaction - INFO - Epoch [121][640/2147] lr: 1.098e-01, eta: 5 days, 14:52:58, time: 1.453, data_time: 0.005, memory: 16628, top1_acc: 0.3946, top5_acc: 0.6509, loss_cls: 2.7462, loss: 2.7462, grad_norm: 1.9958 2021-01-23 21:41:16,412 - mmaction - INFO - Epoch [121][660/2147] lr: 1.098e-01, eta: 5 days, 14:52:20, time: 1.441, data_time: 0.003, memory: 16628, top1_acc: 0.3759, top5_acc: 0.6393, loss_cls: 2.7841, loss: 2.7841, grad_norm: 2.0191 2021-01-23 21:41:46,836 - mmaction - INFO - Epoch [121][680/2147] lr: 1.098e-01, eta: 5 days, 14:51:43, time: 1.521, data_time: 0.007, memory: 16628, top1_acc: 0.3879, top5_acc: 0.6509, loss_cls: 2.7154, loss: 2.7154, grad_norm: 2.0639 2021-01-23 21:42:16,766 - mmaction - INFO - Epoch [121][700/2147] lr: 1.098e-01, eta: 5 days, 14:51:06, time: 1.498, data_time: 0.007, memory: 16628, top1_acc: 0.3732, top5_acc: 0.6241, loss_cls: 2.8635, loss: 2.8635, grad_norm: 2.1265 2021-01-23 21:42:48,470 - mmaction - INFO - Epoch [121][720/2147] lr: 1.098e-01, eta: 5 days, 14:50:31, time: 1.586, data_time: 0.007, memory: 16628, top1_acc: 0.3772, top5_acc: 0.6228, loss_cls: 2.8519, loss: 2.8519, grad_norm: 2.0604 2021-01-23 21:43:19,296 - mmaction - INFO - Epoch [121][740/2147] lr: 1.098e-01, eta: 5 days, 14:49:55, time: 1.541, data_time: 0.003, memory: 16628, top1_acc: 0.3696, top5_acc: 0.6312, loss_cls: 2.8448, loss: 2.8448, grad_norm: 2.0738 2021-01-23 21:43:47,906 - mmaction - INFO - Epoch [121][760/2147] lr: 1.098e-01, eta: 5 days, 14:49:16, time: 1.429, data_time: 0.002, memory: 16628, top1_acc: 0.3683, top5_acc: 0.6259, loss_cls: 2.8697, loss: 2.8697, grad_norm: 2.0579 2021-01-23 21:44:18,008 - mmaction - INFO - Epoch [121][780/2147] lr: 1.098e-01, eta: 5 days, 14:48:39, time: 1.507, data_time: 0.004, memory: 16628, top1_acc: 0.3937, top5_acc: 0.6545, loss_cls: 2.7690, loss: 2.7690, grad_norm: 2.0882 2021-01-23 21:44:47,385 - mmaction - INFO - Epoch [121][800/2147] lr: 1.098e-01, eta: 5 days, 14:48:01, time: 1.468, data_time: 0.003, memory: 16628, top1_acc: 0.3808, top5_acc: 0.6335, loss_cls: 2.8333, loss: 2.8333, grad_norm: 2.0996 2021-01-23 21:45:16,101 - mmaction - INFO - Epoch [121][820/2147] lr: 1.098e-01, eta: 5 days, 14:47:22, time: 1.431, data_time: 0.004, memory: 16628, top1_acc: 0.3696, top5_acc: 0.6040, loss_cls: 2.9075, loss: 2.9075, grad_norm: 2.0270 2021-01-23 21:45:44,661 - mmaction - INFO - Epoch [121][840/2147] lr: 1.098e-01, eta: 5 days, 14:46:44, time: 1.431, data_time: 0.009, memory: 16628, top1_acc: 0.3621, top5_acc: 0.6317, loss_cls: 2.8133, loss: 2.8133, grad_norm: 2.0053 2021-01-23 21:46:15,099 - mmaction - INFO - Epoch [121][860/2147] lr: 1.098e-01, eta: 5 days, 14:46:07, time: 1.523, data_time: 0.005, memory: 16628, top1_acc: 0.3710, top5_acc: 0.6446, loss_cls: 2.7632, loss: 2.7632, grad_norm: 2.0711 2021-01-23 21:46:46,373 - mmaction - INFO - Epoch [121][880/2147] lr: 1.098e-01, eta: 5 days, 14:45:32, time: 1.564, data_time: 0.006, memory: 16628, top1_acc: 0.3638, top5_acc: 0.6304, loss_cls: 2.8586, loss: 2.8586, grad_norm: 2.1158 2021-01-23 21:47:17,290 - mmaction - INFO - Epoch [121][900/2147] lr: 1.098e-01, eta: 5 days, 14:44:55, time: 1.537, data_time: 0.004, memory: 16628, top1_acc: 0.3603, top5_acc: 0.6277, loss_cls: 2.8330, loss: 2.8330, grad_norm: 2.0773 2021-01-23 21:47:49,012 - mmaction - INFO - Epoch [121][920/2147] lr: 1.098e-01, eta: 5 days, 14:44:20, time: 1.593, data_time: 0.011, memory: 16628, top1_acc: 0.3750, top5_acc: 0.6317, loss_cls: 2.8199, loss: 2.8199, grad_norm: 2.0156 2021-01-23 21:48:17,744 - mmaction - INFO - Epoch [121][940/2147] lr: 1.098e-01, eta: 5 days, 14:43:42, time: 1.438, data_time: 0.004, memory: 16628, top1_acc: 0.3844, top5_acc: 0.6312, loss_cls: 2.8313, loss: 2.8313, grad_norm: 2.0449 2021-01-23 21:48:46,662 - mmaction - INFO - Epoch [121][960/2147] lr: 1.098e-01, eta: 5 days, 14:43:04, time: 1.447, data_time: 0.003, memory: 16628, top1_acc: 0.3513, top5_acc: 0.6192, loss_cls: 2.8879, loss: 2.8879, grad_norm: 2.0617 2021-01-23 21:49:16,834 - mmaction - INFO - Epoch [121][980/2147] lr: 1.098e-01, eta: 5 days, 14:42:27, time: 1.508, data_time: 0.002, memory: 16628, top1_acc: 0.3772, top5_acc: 0.6442, loss_cls: 2.7588, loss: 2.7588, grad_norm: 2.0297 2021-01-23 21:49:45,443 - mmaction - INFO - Epoch [121][1000/2147] lr: 1.098e-01, eta: 5 days, 14:41:48, time: 1.430, data_time: 0.004, memory: 16628, top1_acc: 0.3929, top5_acc: 0.6580, loss_cls: 2.7021, loss: 2.7021, grad_norm: 2.0807 2021-01-23 21:50:14,078 - mmaction - INFO - Epoch [121][1020/2147] lr: 1.098e-01, eta: 5 days, 14:41:10, time: 1.432, data_time: 0.003, memory: 16628, top1_acc: 0.3625, top5_acc: 0.6246, loss_cls: 2.8480, loss: 2.8480, grad_norm: 2.1010 2021-01-23 21:50:42,800 - mmaction - INFO - Epoch [121][1040/2147] lr: 1.098e-01, eta: 5 days, 14:40:31, time: 1.436, data_time: 0.007, memory: 16628, top1_acc: 0.3996, top5_acc: 0.6286, loss_cls: 2.7881, loss: 2.7881, grad_norm: 2.0587 2021-01-23 21:51:12,386 - mmaction - INFO - Epoch [121][1060/2147] lr: 1.098e-01, eta: 5 days, 14:39:53, time: 1.476, data_time: 0.008, memory: 16628, top1_acc: 0.3692, top5_acc: 0.6246, loss_cls: 2.8433, loss: 2.8433, grad_norm: 2.1064 2021-01-23 21:51:42,618 - mmaction - INFO - Epoch [121][1080/2147] lr: 1.098e-01, eta: 5 days, 14:39:17, time: 1.514, data_time: 0.006, memory: 16628, top1_acc: 0.3714, top5_acc: 0.6156, loss_cls: 2.8732, loss: 2.8732, grad_norm: 2.0274 2021-01-23 21:52:12,892 - mmaction - INFO - Epoch [121][1100/2147] lr: 1.098e-01, eta: 5 days, 14:38:40, time: 1.514, data_time: 0.002, memory: 16628, top1_acc: 0.3558, top5_acc: 0.6330, loss_cls: 2.8483, loss: 2.8483, grad_norm: 2.0775 2021-01-23 21:52:46,101 - mmaction - INFO - Epoch [121][1120/2147] lr: 1.098e-01, eta: 5 days, 14:38:06, time: 1.660, data_time: 0.007, memory: 16628, top1_acc: 0.3728, top5_acc: 0.6295, loss_cls: 2.8053, loss: 2.8053, grad_norm: 2.0528 2021-01-23 21:53:14,957 - mmaction - INFO - Epoch [121][1140/2147] lr: 1.098e-01, eta: 5 days, 14:37:28, time: 1.443, data_time: 0.002, memory: 16628, top1_acc: 0.3884, top5_acc: 0.6295, loss_cls: 2.8282, loss: 2.8282, grad_norm: 2.1000 2021-01-23 21:53:46,820 - mmaction - INFO - Epoch [121][1160/2147] lr: 1.098e-01, eta: 5 days, 14:36:53, time: 1.590, data_time: 0.003, memory: 16628, top1_acc: 0.3799, top5_acc: 0.6201, loss_cls: 2.8257, loss: 2.8257, grad_norm: 2.0842 2021-01-23 21:54:15,871 - mmaction - INFO - Epoch [121][1180/2147] lr: 1.098e-01, eta: 5 days, 14:36:15, time: 1.454, data_time: 0.009, memory: 16628, top1_acc: 0.3679, top5_acc: 0.6304, loss_cls: 2.8444, loss: 2.8444, grad_norm: 2.0447 2021-01-23 21:54:45,643 - mmaction - INFO - Epoch [121][1200/2147] lr: 1.098e-01, eta: 5 days, 14:35:37, time: 1.479, data_time: 0.005, memory: 16628, top1_acc: 0.3741, top5_acc: 0.6326, loss_cls: 2.8621, loss: 2.8621, grad_norm: 2.0702 2021-01-23 21:55:16,664 - mmaction - INFO - Epoch [121][1220/2147] lr: 1.098e-01, eta: 5 days, 14:35:02, time: 1.559, data_time: 0.013, memory: 16628, top1_acc: 0.3786, top5_acc: 0.6290, loss_cls: 2.8114, loss: 2.8114, grad_norm: 2.0030 2021-01-23 21:55:47,280 - mmaction - INFO - Epoch [121][1240/2147] lr: 1.098e-01, eta: 5 days, 14:34:25, time: 1.534, data_time: 0.007, memory: 16628, top1_acc: 0.3911, top5_acc: 0.6290, loss_cls: 2.7887, loss: 2.7887, grad_norm: 2.0380 2021-01-23 21:56:16,026 - mmaction - INFO - Epoch [121][1260/2147] lr: 1.098e-01, eta: 5 days, 14:33:47, time: 1.433, data_time: 0.002, memory: 16628, top1_acc: 0.3701, top5_acc: 0.6138, loss_cls: 2.9089, loss: 2.9089, grad_norm: 2.0127 2021-01-23 21:56:46,988 - mmaction - INFO - Epoch [121][1280/2147] lr: 1.098e-01, eta: 5 days, 14:33:11, time: 1.553, data_time: 0.013, memory: 16628, top1_acc: 0.3683, top5_acc: 0.6232, loss_cls: 2.8653, loss: 2.8653, grad_norm: 2.0159 2021-01-23 21:57:15,803 - mmaction - INFO - Epoch [121][1300/2147] lr: 1.098e-01, eta: 5 days, 14:32:33, time: 1.440, data_time: 0.003, memory: 16628, top1_acc: 0.3679, top5_acc: 0.6223, loss_cls: 2.8417, loss: 2.8417, grad_norm: 2.0543 2021-01-23 21:57:46,549 - mmaction - INFO - Epoch [121][1320/2147] lr: 1.098e-01, eta: 5 days, 14:31:56, time: 1.536, data_time: 0.008, memory: 16628, top1_acc: 0.3732, top5_acc: 0.6304, loss_cls: 2.8195, loss: 2.8195, grad_norm: 2.0283 2021-01-23 21:58:16,882 - mmaction - INFO - Epoch [121][1340/2147] lr: 1.098e-01, eta: 5 days, 14:31:20, time: 1.518, data_time: 0.005, memory: 16628, top1_acc: 0.3768, top5_acc: 0.6210, loss_cls: 2.8457, loss: 2.8457, grad_norm: 2.0329 2021-01-23 21:58:46,996 - mmaction - INFO - Epoch [121][1360/2147] lr: 1.098e-01, eta: 5 days, 14:30:43, time: 1.506, data_time: 0.004, memory: 16628, top1_acc: 0.3920, top5_acc: 0.6344, loss_cls: 2.7895, loss: 2.7895, grad_norm: 2.0196 2021-01-23 21:59:15,538 - mmaction - INFO - Epoch [121][1380/2147] lr: 1.098e-01, eta: 5 days, 14:30:04, time: 1.424, data_time: 0.002, memory: 16628, top1_acc: 0.3853, top5_acc: 0.6379, loss_cls: 2.7596, loss: 2.7596, grad_norm: 2.0422 2021-01-23 21:59:47,481 - mmaction - INFO - Epoch [121][1400/2147] lr: 1.098e-01, eta: 5 days, 14:29:29, time: 1.597, data_time: 0.005, memory: 16628, top1_acc: 0.3893, top5_acc: 0.6455, loss_cls: 2.7582, loss: 2.7582, grad_norm: 2.0563 2021-01-23 22:00:17,024 - mmaction - INFO - Epoch [121][1420/2147] lr: 1.098e-01, eta: 5 days, 14:28:52, time: 1.478, data_time: 0.007, memory: 16628, top1_acc: 0.3750, top5_acc: 0.6254, loss_cls: 2.8667, loss: 2.8667, grad_norm: 2.0991 2021-01-23 22:00:48,809 - mmaction - INFO - Epoch [121][1440/2147] lr: 1.098e-01, eta: 5 days, 14:28:17, time: 1.592, data_time: 0.006, memory: 16628, top1_acc: 0.3746, top5_acc: 0.6299, loss_cls: 2.8390, loss: 2.8390, grad_norm: 2.1051 2021-01-23 22:01:17,509 - mmaction - INFO - Epoch [121][1460/2147] lr: 1.098e-01, eta: 5 days, 14:27:38, time: 1.434, data_time: 0.004, memory: 16628, top1_acc: 0.3683, top5_acc: 0.6098, loss_cls: 2.8976, loss: 2.8976, grad_norm: 2.0369 2021-01-23 22:01:51,307 - mmaction - INFO - Epoch [121][1480/2147] lr: 1.098e-01, eta: 5 days, 14:27:05, time: 1.687, data_time: 0.003, memory: 16628, top1_acc: 0.3536, top5_acc: 0.6205, loss_cls: 2.8648, loss: 2.8648, grad_norm: 2.0924 2021-01-23 22:02:20,035 - mmaction - INFO - Epoch [121][1500/2147] lr: 1.098e-01, eta: 5 days, 14:26:27, time: 1.439, data_time: 0.006, memory: 16628, top1_acc: 0.3536, top5_acc: 0.6062, loss_cls: 2.9031, loss: 2.9031, grad_norm: 2.0171 2021-01-23 22:02:49,334 - mmaction - INFO - Epoch [121][1520/2147] lr: 1.098e-01, eta: 5 days, 14:25:49, time: 1.462, data_time: 0.009, memory: 16628, top1_acc: 0.3911, top5_acc: 0.6388, loss_cls: 2.7818, loss: 2.7818, grad_norm: 2.0053 2021-01-23 22:03:19,025 - mmaction - INFO - Epoch [121][1540/2147] lr: 1.098e-01, eta: 5 days, 14:25:12, time: 1.485, data_time: 0.015, memory: 16628, top1_acc: 0.3812, top5_acc: 0.6411, loss_cls: 2.7622, loss: 2.7622, grad_norm: 2.0610 2021-01-23 22:03:47,903 - mmaction - INFO - Epoch [121][1560/2147] lr: 1.098e-01, eta: 5 days, 14:24:33, time: 1.447, data_time: 0.005, memory: 16628, top1_acc: 0.3759, top5_acc: 0.6263, loss_cls: 2.7960, loss: 2.7960, grad_norm: 2.0320 2021-01-23 22:04:18,451 - mmaction - INFO - Epoch [121][1580/2147] lr: 1.098e-01, eta: 5 days, 14:23:57, time: 1.525, data_time: 0.002, memory: 16628, top1_acc: 0.3933, top5_acc: 0.6446, loss_cls: 2.7461, loss: 2.7461, grad_norm: 2.0634 2021-01-23 22:04:47,220 - mmaction - INFO - Epoch [121][1600/2147] lr: 1.098e-01, eta: 5 days, 14:23:18, time: 1.441, data_time: 0.006, memory: 16628, top1_acc: 0.3862, top5_acc: 0.6540, loss_cls: 2.7042, loss: 2.7042, grad_norm: 2.0477 2021-01-23 22:05:15,949 - mmaction - INFO - Epoch [121][1620/2147] lr: 1.098e-01, eta: 5 days, 14:22:40, time: 1.436, data_time: 0.006, memory: 16628, top1_acc: 0.3857, top5_acc: 0.6098, loss_cls: 2.8783, loss: 2.8783, grad_norm: 2.1127 2021-01-23 22:05:44,814 - mmaction - INFO - Epoch [121][1640/2147] lr: 1.098e-01, eta: 5 days, 14:22:02, time: 1.443, data_time: 0.002, memory: 16628, top1_acc: 0.3665, top5_acc: 0.6286, loss_cls: 2.8336, loss: 2.8336, grad_norm: 2.0555 2021-01-23 22:06:13,818 - mmaction - INFO - Epoch [121][1660/2147] lr: 1.098e-01, eta: 5 days, 14:21:23, time: 1.447, data_time: 0.003, memory: 16628, top1_acc: 0.3853, top5_acc: 0.6406, loss_cls: 2.8001, loss: 2.8001, grad_norm: 2.0320 2021-01-23 22:06:51,574 - mmaction - INFO - Epoch [121][1680/2147] lr: 1.098e-01, eta: 5 days, 14:20:55, time: 1.886, data_time: 0.009, memory: 16628, top1_acc: 0.3844, top5_acc: 0.6371, loss_cls: 2.7989, loss: 2.7989, grad_norm: 2.0197 2021-01-23 22:07:20,038 - mmaction - INFO - Epoch [121][1700/2147] lr: 1.098e-01, eta: 5 days, 14:20:16, time: 1.426, data_time: 0.007, memory: 16628, top1_acc: 0.3812, top5_acc: 0.6353, loss_cls: 2.8354, loss: 2.8354, grad_norm: 2.0160 2021-01-23 22:07:51,031 - mmaction - INFO - Epoch [121][1720/2147] lr: 1.098e-01, eta: 5 days, 14:19:40, time: 1.547, data_time: 0.010, memory: 16628, top1_acc: 0.3848, top5_acc: 0.6411, loss_cls: 2.7873, loss: 2.7873, grad_norm: 1.9815 2021-01-23 22:08:19,974 - mmaction - INFO - Epoch [121][1740/2147] lr: 1.098e-01, eta: 5 days, 14:19:02, time: 1.451, data_time: 0.005, memory: 16628, top1_acc: 0.3830, top5_acc: 0.6219, loss_cls: 2.7760, loss: 2.7760, grad_norm: 2.0292 2021-01-23 22:08:50,630 - mmaction - INFO - Epoch [121][1760/2147] lr: 1.098e-01, eta: 5 days, 14:18:26, time: 1.529, data_time: 0.003, memory: 16628, top1_acc: 0.3844, top5_acc: 0.6241, loss_cls: 2.8004, loss: 2.8004, grad_norm: 2.0632 2021-01-23 22:09:22,105 - mmaction - INFO - Epoch [121][1780/2147] lr: 1.098e-01, eta: 5 days, 14:17:50, time: 1.568, data_time: 0.006, memory: 16628, top1_acc: 0.3670, top5_acc: 0.6237, loss_cls: 2.8176, loss: 2.8176, grad_norm: 2.0551 2021-01-23 22:09:50,827 - mmaction - INFO - Epoch [121][1800/2147] lr: 1.098e-01, eta: 5 days, 14:17:12, time: 1.446, data_time: 0.011, memory: 16628, top1_acc: 0.3812, top5_acc: 0.6473, loss_cls: 2.7762, loss: 2.7762, grad_norm: 2.0773 2021-01-23 22:10:19,470 - mmaction - INFO - Epoch [121][1820/2147] lr: 1.098e-01, eta: 5 days, 14:16:34, time: 1.432, data_time: 0.001, memory: 16628, top1_acc: 0.3804, top5_acc: 0.6254, loss_cls: 2.8296, loss: 2.8296, grad_norm: 2.0364 2021-01-23 22:10:50,474 - mmaction - INFO - Epoch [121][1840/2147] lr: 1.098e-01, eta: 5 days, 14:15:57, time: 1.540, data_time: 0.005, memory: 16628, top1_acc: 0.4018, top5_acc: 0.6460, loss_cls: 2.7552, loss: 2.7552, grad_norm: 2.0318 2021-01-23 22:11:19,583 - mmaction - INFO - Epoch [121][1860/2147] lr: 1.098e-01, eta: 5 days, 14:15:20, time: 1.463, data_time: 0.018, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6299, loss_cls: 2.7918, loss: 2.7918, grad_norm: 2.0281 2021-01-23 22:12:12,153 - mmaction - INFO - Epoch [121][1880/2147] lr: 1.098e-01, eta: 5 days, 14:15:08, time: 2.629, data_time: 0.004, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6335, loss_cls: 2.7769, loss: 2.7769, grad_norm: 2.0482 2021-01-23 22:12:42,564 - mmaction - INFO - Epoch [121][1900/2147] lr: 1.098e-01, eta: 5 days, 14:14:31, time: 1.519, data_time: 0.005, memory: 16628, top1_acc: 0.3790, top5_acc: 0.6268, loss_cls: 2.8324, loss: 2.8324, grad_norm: 2.0781 2021-01-23 22:13:12,580 - mmaction - INFO - Epoch [121][1920/2147] lr: 1.098e-01, eta: 5 days, 14:13:54, time: 1.500, data_time: 0.008, memory: 16628, top1_acc: 0.3777, top5_acc: 0.6308, loss_cls: 2.7724, loss: 2.7724, grad_norm: 2.0344 2021-01-23 22:13:43,321 - mmaction - INFO - Epoch [121][1940/2147] lr: 1.098e-01, eta: 5 days, 14:13:18, time: 1.539, data_time: 0.006, memory: 16628, top1_acc: 0.3714, top5_acc: 0.6022, loss_cls: 2.8005, loss: 2.8005, grad_norm: 2.0550 2021-01-23 22:14:12,418 - mmaction - INFO - Epoch [121][1960/2147] lr: 1.098e-01, eta: 5 days, 14:12:40, time: 1.455, data_time: 0.005, memory: 16628, top1_acc: 0.3549, top5_acc: 0.6223, loss_cls: 2.8996, loss: 2.8996, grad_norm: 2.0627 2021-01-23 22:14:42,470 - mmaction - INFO - Epoch [121][1980/2147] lr: 1.098e-01, eta: 5 days, 14:12:03, time: 1.502, data_time: 0.006, memory: 16628, top1_acc: 0.3696, top5_acc: 0.6223, loss_cls: 2.8628, loss: 2.8628, grad_norm: 2.0374 2021-01-23 22:15:11,656 - mmaction - INFO - Epoch [121][2000/2147] lr: 1.098e-01, eta: 5 days, 14:11:25, time: 1.461, data_time: 0.010, memory: 16628, top1_acc: 0.3549, top5_acc: 0.6112, loss_cls: 2.9169, loss: 2.9169, grad_norm: 2.0882 2021-01-23 22:15:42,620 - mmaction - INFO - Epoch [121][2020/2147] lr: 1.098e-01, eta: 5 days, 14:10:49, time: 1.550, data_time: 0.004, memory: 16628, top1_acc: 0.3768, top5_acc: 0.6147, loss_cls: 2.8327, loss: 2.8327, grad_norm: 2.0402 2021-01-23 22:16:11,145 - mmaction - INFO - Epoch [121][2040/2147] lr: 1.098e-01, eta: 5 days, 14:10:11, time: 1.426, data_time: 0.004, memory: 16628, top1_acc: 0.3777, top5_acc: 0.6268, loss_cls: 2.8066, loss: 2.8066, grad_norm: 2.0317 2021-01-23 22:16:50,629 - mmaction - INFO - Epoch [121][2060/2147] lr: 1.098e-01, eta: 5 days, 14:09:44, time: 1.970, data_time: 0.007, memory: 16628, top1_acc: 0.3598, top5_acc: 0.6232, loss_cls: 2.8849, loss: 2.8849, grad_norm: 2.0830 2021-01-23 22:17:23,553 - mmaction - INFO - Epoch [121][2080/2147] lr: 1.098e-01, eta: 5 days, 14:09:10, time: 1.646, data_time: 0.015, memory: 16628, top1_acc: 0.3728, top5_acc: 0.6241, loss_cls: 2.8347, loss: 2.8347, grad_norm: 2.0542 2021-01-23 22:17:53,880 - mmaction - INFO - Epoch [121][2100/2147] lr: 1.098e-01, eta: 5 days, 14:08:34, time: 1.517, data_time: 0.006, memory: 16628, top1_acc: 0.3871, top5_acc: 0.6339, loss_cls: 2.7970, loss: 2.7970, grad_norm: 2.0333 2021-01-23 22:18:22,605 - mmaction - INFO - Epoch [121][2120/2147] lr: 1.098e-01, eta: 5 days, 14:07:55, time: 1.440, data_time: 0.007, memory: 16628, top1_acc: 0.3821, top5_acc: 0.6321, loss_cls: 2.8033, loss: 2.8033, grad_norm: 2.0512 2021-01-23 22:18:51,246 - mmaction - INFO - Epoch [121][2140/2147] lr: 1.098e-01, eta: 5 days, 14:07:17, time: 1.432, data_time: 0.006, memory: 16628, top1_acc: 0.3612, top5_acc: 0.6116, loss_cls: 2.8973, loss: 2.8973, grad_norm: 2.0981 2021-01-23 22:24:41,658 - mmaction - INFO - Epoch [122][20/2147] lr: 1.086e-01, eta: 5 days, 14:11:41, time: 16.110, data_time: 14.561, memory: 16628, top1_acc: 0.3741, top5_acc: 0.6366, loss_cls: 2.7925, loss: 2.7925, grad_norm: 2.0585 2021-01-23 22:25:10,418 - mmaction - INFO - Epoch [122][40/2147] lr: 1.086e-01, eta: 5 days, 14:11:03, time: 1.442, data_time: 0.014, memory: 16628, top1_acc: 0.3795, top5_acc: 0.6281, loss_cls: 2.8703, loss: 2.8703, grad_norm: 2.0523 2021-01-23 22:25:41,725 - mmaction - INFO - Epoch [122][60/2147] lr: 1.086e-01, eta: 5 days, 14:10:27, time: 1.566, data_time: 0.003, memory: 16628, top1_acc: 0.3866, top5_acc: 0.6362, loss_cls: 2.7491, loss: 2.7491, grad_norm: 2.0253 2021-01-23 22:26:11,933 - mmaction - INFO - Epoch [122][80/2147] lr: 1.086e-01, eta: 5 days, 14:09:50, time: 1.508, data_time: 0.008, memory: 16628, top1_acc: 0.3996, top5_acc: 0.6464, loss_cls: 2.6991, loss: 2.6991, grad_norm: 2.0270 2021-01-23 22:26:45,990 - mmaction - INFO - Epoch [122][100/2147] lr: 1.086e-01, eta: 5 days, 14:09:18, time: 1.706, data_time: 0.006, memory: 16628, top1_acc: 0.3719, top5_acc: 0.6281, loss_cls: 2.8185, loss: 2.8185, grad_norm: 2.0793 2021-01-23 22:27:15,147 - mmaction - INFO - Epoch [122][120/2147] lr: 1.086e-01, eta: 5 days, 14:08:40, time: 1.457, data_time: 0.001, memory: 16628, top1_acc: 0.3638, top5_acc: 0.6321, loss_cls: 2.8168, loss: 2.8168, grad_norm: 2.0785 2021-01-23 22:27:47,040 - mmaction - INFO - Epoch [122][140/2147] lr: 1.086e-01, eta: 5 days, 14:08:05, time: 1.588, data_time: 0.002, memory: 16628, top1_acc: 0.3696, top5_acc: 0.6281, loss_cls: 2.8680, loss: 2.8680, grad_norm: 2.0877 2021-01-23 22:28:16,556 - mmaction - INFO - Epoch [122][160/2147] lr: 1.086e-01, eta: 5 days, 14:07:27, time: 1.479, data_time: 0.010, memory: 16628, top1_acc: 0.3835, top5_acc: 0.6451, loss_cls: 2.7630, loss: 2.7630, grad_norm: 2.0575 2021-01-23 22:28:45,399 - mmaction - INFO - Epoch [122][180/2147] lr: 1.086e-01, eta: 5 days, 14:06:49, time: 1.444, data_time: 0.007, memory: 16628, top1_acc: 0.3799, top5_acc: 0.6272, loss_cls: 2.8367, loss: 2.8367, grad_norm: 2.0782 2021-01-23 22:29:14,805 - mmaction - INFO - Epoch [122][200/2147] lr: 1.086e-01, eta: 5 days, 14:06:11, time: 1.470, data_time: 0.003, memory: 16628, top1_acc: 0.3835, top5_acc: 0.6254, loss_cls: 2.7917, loss: 2.7917, grad_norm: 2.0915 2021-01-23 22:29:48,385 - mmaction - INFO - Epoch [122][220/2147] lr: 1.086e-01, eta: 5 days, 14:05:38, time: 1.680, data_time: 0.007, memory: 16628, top1_acc: 0.3750, top5_acc: 0.6205, loss_cls: 2.8154, loss: 2.8154, grad_norm: 2.0698 2021-01-23 22:30:19,620 - mmaction - INFO - Epoch [122][240/2147] lr: 1.086e-01, eta: 5 days, 14:05:02, time: 1.559, data_time: 0.004, memory: 16628, top1_acc: 0.3795, top5_acc: 0.6250, loss_cls: 2.8193, loss: 2.8193, grad_norm: 2.0673 2021-01-23 22:30:51,583 - mmaction - INFO - Epoch [122][260/2147] lr: 1.086e-01, eta: 5 days, 14:04:28, time: 1.601, data_time: 0.008, memory: 16628, top1_acc: 0.3683, top5_acc: 0.6366, loss_cls: 2.8026, loss: 2.8026, grad_norm: 2.1229 2021-01-23 22:31:21,872 - mmaction - INFO - Epoch [122][280/2147] lr: 1.086e-01, eta: 5 days, 14:03:51, time: 1.509, data_time: 0.002, memory: 16628, top1_acc: 0.3701, top5_acc: 0.6348, loss_cls: 2.8372, loss: 2.8372, grad_norm: 2.1042 2021-01-23 22:31:59,601 - mmaction - INFO - Epoch [122][300/2147] lr: 1.086e-01, eta: 5 days, 14:03:22, time: 1.892, data_time: 0.007, memory: 16628, top1_acc: 0.3754, top5_acc: 0.6268, loss_cls: 2.8214, loss: 2.8214, grad_norm: 2.0779 2021-01-23 22:32:32,095 - mmaction - INFO - Epoch [122][320/2147] lr: 1.086e-01, eta: 5 days, 14:02:48, time: 1.620, data_time: 0.004, memory: 16628, top1_acc: 0.3906, top5_acc: 0.6487, loss_cls: 2.7391, loss: 2.7391, grad_norm: 2.0491 2021-01-23 22:33:05,241 - mmaction - INFO - Epoch [122][340/2147] lr: 1.086e-01, eta: 5 days, 14:02:15, time: 1.659, data_time: 0.007, memory: 16628, top1_acc: 0.3812, top5_acc: 0.6402, loss_cls: 2.7934, loss: 2.7934, grad_norm: 2.0922 2021-01-23 22:33:34,454 - mmaction - INFO - Epoch [122][360/2147] lr: 1.086e-01, eta: 5 days, 14:01:37, time: 1.463, data_time: 0.004, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6312, loss_cls: 2.8088, loss: 2.8088, grad_norm: 2.0721 2021-01-23 22:34:03,122 - mmaction - INFO - Epoch [122][380/2147] lr: 1.086e-01, eta: 5 days, 14:00:58, time: 1.433, data_time: 0.001, memory: 16628, top1_acc: 0.3768, top5_acc: 0.6228, loss_cls: 2.8202, loss: 2.8202, grad_norm: 2.0114 2021-01-23 22:34:34,820 - mmaction - INFO - Epoch [122][400/2147] lr: 1.086e-01, eta: 5 days, 14:00:23, time: 1.582, data_time: 0.003, memory: 16628, top1_acc: 0.4062, top5_acc: 0.6549, loss_cls: 2.6801, loss: 2.6801, grad_norm: 2.0499 2021-01-23 22:35:06,229 - mmaction - INFO - Epoch [122][420/2147] lr: 1.086e-01, eta: 5 days, 13:59:47, time: 1.568, data_time: 0.012, memory: 16628, top1_acc: 0.3884, top5_acc: 0.6420, loss_cls: 2.7706, loss: 2.7706, grad_norm: 2.1119 2021-01-23 22:35:35,933 - mmaction - INFO - Epoch [122][440/2147] lr: 1.086e-01, eta: 5 days, 13:59:10, time: 1.490, data_time: 0.008, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6268, loss_cls: 2.8112, loss: 2.8112, grad_norm: 2.0755 2021-01-23 22:36:06,763 - mmaction - INFO - Epoch [122][460/2147] lr: 1.086e-01, eta: 5 days, 13:58:34, time: 1.537, data_time: 0.003, memory: 16628, top1_acc: 0.3621, top5_acc: 0.6263, loss_cls: 2.8611, loss: 2.8611, grad_norm: 2.1261 2021-01-23 22:36:37,384 - mmaction - INFO - Epoch [122][480/2147] lr: 1.086e-01, eta: 5 days, 13:57:58, time: 1.535, data_time: 0.007, memory: 16628, top1_acc: 0.3924, top5_acc: 0.6393, loss_cls: 2.7404, loss: 2.7404, grad_norm: 1.9651 2021-01-23 22:37:10,012 - mmaction - INFO - Epoch [122][500/2147] lr: 1.086e-01, eta: 5 days, 13:57:23, time: 1.625, data_time: 0.004, memory: 16628, top1_acc: 0.3763, top5_acc: 0.6312, loss_cls: 2.7788, loss: 2.7788, grad_norm: 2.1534 2021-01-23 22:37:39,388 - mmaction - INFO - Epoch [122][520/2147] lr: 1.086e-01, eta: 5 days, 13:56:46, time: 1.465, data_time: 0.008, memory: 16628, top1_acc: 0.4000, top5_acc: 0.6353, loss_cls: 2.7896, loss: 2.7896, grad_norm: 2.0811 2021-01-23 22:38:12,778 - mmaction - INFO - Epoch [122][540/2147] lr: 1.086e-01, eta: 5 days, 13:56:12, time: 1.676, data_time: 0.018, memory: 16628, top1_acc: 0.3790, top5_acc: 0.6371, loss_cls: 2.8107, loss: 2.8107, grad_norm: 2.0670 2021-01-23 22:38:44,192 - mmaction - INFO - Epoch [122][560/2147] lr: 1.086e-01, eta: 5 days, 13:55:37, time: 1.570, data_time: 0.008, memory: 16628, top1_acc: 0.3911, top5_acc: 0.6451, loss_cls: 2.7652, loss: 2.7652, grad_norm: 2.0762 2021-01-23 22:39:13,805 - mmaction - INFO - Epoch [122][580/2147] lr: 1.086e-01, eta: 5 days, 13:54:59, time: 1.478, data_time: 0.010, memory: 16628, top1_acc: 0.3786, top5_acc: 0.6304, loss_cls: 2.7909, loss: 2.7909, grad_norm: 2.0369 2021-01-23 22:39:44,751 - mmaction - INFO - Epoch [122][600/2147] lr: 1.086e-01, eta: 5 days, 13:54:24, time: 1.552, data_time: 0.013, memory: 16628, top1_acc: 0.3777, top5_acc: 0.6295, loss_cls: 2.8077, loss: 2.8077, grad_norm: 2.0510 2021-01-23 22:40:17,696 - mmaction - INFO - Epoch [122][620/2147] lr: 1.086e-01, eta: 5 days, 13:53:50, time: 1.646, data_time: 0.005, memory: 16628, top1_acc: 0.3839, top5_acc: 0.6259, loss_cls: 2.8479, loss: 2.8479, grad_norm: 2.0560 2021-01-23 22:40:50,600 - mmaction - INFO - Epoch [122][640/2147] lr: 1.086e-01, eta: 5 days, 13:53:16, time: 1.648, data_time: 0.008, memory: 16628, top1_acc: 0.3835, top5_acc: 0.6286, loss_cls: 2.7531, loss: 2.7531, grad_norm: 2.0428 2021-01-23 22:41:23,206 - mmaction - INFO - Epoch [122][660/2147] lr: 1.086e-01, eta: 5 days, 13:52:42, time: 1.629, data_time: 0.003, memory: 16628, top1_acc: 0.3821, top5_acc: 0.6304, loss_cls: 2.8142, loss: 2.8142, grad_norm: 2.0771 2021-01-23 22:41:57,443 - mmaction - INFO - Epoch [122][680/2147] lr: 1.086e-01, eta: 5 days, 13:52:09, time: 1.711, data_time: 0.010, memory: 16628, top1_acc: 0.3781, top5_acc: 0.6263, loss_cls: 2.7872, loss: 2.7872, grad_norm: 2.0735 2021-01-23 22:42:29,932 - mmaction - INFO - Epoch [122][700/2147] lr: 1.086e-01, eta: 5 days, 13:51:35, time: 1.625, data_time: 0.011, memory: 16628, top1_acc: 0.3929, top5_acc: 0.6616, loss_cls: 2.7179, loss: 2.7179, grad_norm: 2.0399 2021-01-23 22:42:59,058 - mmaction - INFO - Epoch [122][720/2147] lr: 1.086e-01, eta: 5 days, 13:50:57, time: 1.459, data_time: 0.009, memory: 16628, top1_acc: 0.3754, top5_acc: 0.6397, loss_cls: 2.7737, loss: 2.7737, grad_norm: 2.0893 2021-01-23 22:43:29,183 - mmaction - INFO - Epoch [122][740/2147] lr: 1.086e-01, eta: 5 days, 13:50:20, time: 1.505, data_time: 0.001, memory: 16628, top1_acc: 0.3929, top5_acc: 0.6478, loss_cls: 2.7462, loss: 2.7462, grad_norm: 2.1268 2021-01-23 22:43:58,269 - mmaction - INFO - Epoch [122][760/2147] lr: 1.086e-01, eta: 5 days, 13:49:42, time: 1.452, data_time: 0.010, memory: 16628, top1_acc: 0.3696, top5_acc: 0.6304, loss_cls: 2.8623, loss: 2.8623, grad_norm: 2.1150 2021-01-23 22:44:27,981 - mmaction - INFO - Epoch [122][780/2147] lr: 1.086e-01, eta: 5 days, 13:49:05, time: 1.488, data_time: 0.005, memory: 16628, top1_acc: 0.3866, top5_acc: 0.6411, loss_cls: 2.7286, loss: 2.7286, grad_norm: 2.0173 2021-01-23 22:44:59,521 - mmaction - INFO - Epoch [122][800/2147] lr: 1.086e-01, eta: 5 days, 13:48:30, time: 1.571, data_time: 0.001, memory: 16628, top1_acc: 0.3674, top5_acc: 0.6228, loss_cls: 2.8352, loss: 2.8352, grad_norm: 2.0900 2021-01-23 22:45:28,653 - mmaction - INFO - Epoch [122][820/2147] lr: 1.086e-01, eta: 5 days, 13:47:52, time: 1.460, data_time: 0.010, memory: 16628, top1_acc: 0.3772, top5_acc: 0.6384, loss_cls: 2.8142, loss: 2.8142, grad_norm: 2.0963 2021-01-23 22:45:59,132 - mmaction - INFO - Epoch [122][840/2147] lr: 1.086e-01, eta: 5 days, 13:47:15, time: 1.526, data_time: 0.009, memory: 16628, top1_acc: 0.3839, top5_acc: 0.6455, loss_cls: 2.7731, loss: 2.7731, grad_norm: 2.0293 2021-01-23 22:46:29,490 - mmaction - INFO - Epoch [122][860/2147] lr: 1.086e-01, eta: 5 days, 13:46:39, time: 1.517, data_time: 0.003, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6237, loss_cls: 2.8293, loss: 2.8293, grad_norm: 2.0594 2021-01-23 22:47:00,194 - mmaction - INFO - Epoch [122][880/2147] lr: 1.086e-01, eta: 5 days, 13:46:02, time: 1.531, data_time: 0.004, memory: 16628, top1_acc: 0.3862, top5_acc: 0.6469, loss_cls: 2.7622, loss: 2.7622, grad_norm: 2.0438 2021-01-23 22:47:29,109 - mmaction - INFO - Epoch [122][900/2147] lr: 1.086e-01, eta: 5 days, 13:45:24, time: 1.448, data_time: 0.008, memory: 16628, top1_acc: 0.3670, top5_acc: 0.6277, loss_cls: 2.8076, loss: 2.8076, grad_norm: 2.0462 2021-01-23 22:47:59,464 - mmaction - INFO - Epoch [122][920/2147] lr: 1.086e-01, eta: 5 days, 13:44:47, time: 1.519, data_time: 0.006, memory: 16628, top1_acc: 0.3911, top5_acc: 0.6344, loss_cls: 2.7702, loss: 2.7702, grad_norm: 2.0739 2021-01-23 22:48:29,170 - mmaction - INFO - Epoch [122][940/2147] lr: 1.086e-01, eta: 5 days, 13:44:10, time: 1.486, data_time: 0.004, memory: 16628, top1_acc: 0.3763, top5_acc: 0.6357, loss_cls: 2.8175, loss: 2.8175, grad_norm: 2.0819 2021-01-23 22:49:00,218 - mmaction - INFO - Epoch [122][960/2147] lr: 1.086e-01, eta: 5 days, 13:43:34, time: 1.552, data_time: 0.005, memory: 16628, top1_acc: 0.3786, top5_acc: 0.6223, loss_cls: 2.8049, loss: 2.8049, grad_norm: 2.0015 2021-01-23 22:49:29,079 - mmaction - INFO - Epoch [122][980/2147] lr: 1.086e-01, eta: 5 days, 13:42:56, time: 1.445, data_time: 0.004, memory: 16628, top1_acc: 0.3875, top5_acc: 0.6411, loss_cls: 2.7805, loss: 2.7805, grad_norm: 2.0223 2021-01-23 22:50:00,418 - mmaction - INFO - Epoch [122][1000/2147] lr: 1.086e-01, eta: 5 days, 13:42:20, time: 1.564, data_time: 0.003, memory: 16628, top1_acc: 0.3839, top5_acc: 0.6415, loss_cls: 2.8124, loss: 2.8124, grad_norm: 2.0546 2021-01-23 22:50:30,075 - mmaction - INFO - Epoch [122][1020/2147] lr: 1.086e-01, eta: 5 days, 13:41:43, time: 1.484, data_time: 0.005, memory: 16628, top1_acc: 0.3719, top5_acc: 0.6223, loss_cls: 2.8407, loss: 2.8407, grad_norm: 2.0424 2021-01-23 22:50:58,865 - mmaction - INFO - Epoch [122][1040/2147] lr: 1.086e-01, eta: 5 days, 13:41:05, time: 1.438, data_time: 0.003, memory: 16628, top1_acc: 0.3540, top5_acc: 0.6237, loss_cls: 2.8627, loss: 2.8627, grad_norm: 2.0511 2021-01-23 22:51:27,859 - mmaction - INFO - Epoch [122][1060/2147] lr: 1.086e-01, eta: 5 days, 13:40:27, time: 1.453, data_time: 0.005, memory: 16628, top1_acc: 0.3692, top5_acc: 0.6308, loss_cls: 2.8161, loss: 2.8161, grad_norm: 2.0625 2021-01-23 22:52:02,587 - mmaction - INFO - Epoch [122][1080/2147] lr: 1.086e-01, eta: 5 days, 13:39:55, time: 1.733, data_time: 0.003, memory: 16628, top1_acc: 0.3911, top5_acc: 0.6438, loss_cls: 2.7483, loss: 2.7483, grad_norm: 2.0542 2021-01-23 22:52:31,486 - mmaction - INFO - Epoch [122][1100/2147] lr: 1.086e-01, eta: 5 days, 13:39:17, time: 1.448, data_time: 0.008, memory: 16628, top1_acc: 0.3759, top5_acc: 0.6402, loss_cls: 2.8009, loss: 2.8009, grad_norm: 2.0727 2021-01-23 22:53:00,460 - mmaction - INFO - Epoch [122][1120/2147] lr: 1.086e-01, eta: 5 days, 13:38:38, time: 1.448, data_time: 0.003, memory: 16628, top1_acc: 0.3763, top5_acc: 0.6179, loss_cls: 2.8325, loss: 2.8325, grad_norm: 2.0577 2021-01-23 22:53:29,493 - mmaction - INFO - Epoch [122][1140/2147] lr: 1.086e-01, eta: 5 days, 13:38:00, time: 1.451, data_time: 0.015, memory: 16628, top1_acc: 0.3781, top5_acc: 0.6371, loss_cls: 2.7849, loss: 2.7849, grad_norm: 2.0620 2021-01-23 22:54:00,048 - mmaction - INFO - Epoch [122][1160/2147] lr: 1.086e-01, eta: 5 days, 13:37:24, time: 1.524, data_time: 0.004, memory: 16628, top1_acc: 0.3737, top5_acc: 0.6326, loss_cls: 2.8549, loss: 2.8549, grad_norm: 2.1077 2021-01-23 22:54:29,091 - mmaction - INFO - Epoch [122][1180/2147] lr: 1.086e-01, eta: 5 days, 13:36:46, time: 1.457, data_time: 0.012, memory: 16628, top1_acc: 0.3781, top5_acc: 0.6384, loss_cls: 2.8124, loss: 2.8124, grad_norm: 2.0338 2021-01-23 22:54:57,841 - mmaction - INFO - Epoch [122][1200/2147] lr: 1.086e-01, eta: 5 days, 13:36:07, time: 1.434, data_time: 0.002, memory: 16628, top1_acc: 0.3795, top5_acc: 0.6201, loss_cls: 2.8199, loss: 2.8199, grad_norm: 2.0009 2021-01-23 22:55:26,768 - mmaction - INFO - Epoch [122][1220/2147] lr: 1.086e-01, eta: 5 days, 13:35:29, time: 1.450, data_time: 0.008, memory: 16628, top1_acc: 0.3705, top5_acc: 0.6223, loss_cls: 2.8355, loss: 2.8355, grad_norm: 2.0236 2021-01-23 22:55:57,714 - mmaction - INFO - Epoch [122][1240/2147] lr: 1.086e-01, eta: 5 days, 13:34:53, time: 1.544, data_time: 0.003, memory: 16628, top1_acc: 0.3937, top5_acc: 0.6353, loss_cls: 2.7869, loss: 2.7869, grad_norm: 2.0414 2021-01-23 22:56:27,302 - mmaction - INFO - Epoch [122][1260/2147] lr: 1.086e-01, eta: 5 days, 13:34:16, time: 1.476, data_time: 0.006, memory: 16628, top1_acc: 0.3893, top5_acc: 0.6397, loss_cls: 2.7842, loss: 2.7842, grad_norm: 2.0912 2021-01-23 22:57:03,304 - mmaction - INFO - Epoch [122][1280/2147] lr: 1.086e-01, eta: 5 days, 13:33:45, time: 1.799, data_time: 0.012, memory: 16628, top1_acc: 0.3750, top5_acc: 0.6344, loss_cls: 2.8063, loss: 2.8063, grad_norm: 2.0901 2021-01-23 22:57:34,736 - mmaction - INFO - Epoch [122][1300/2147] lr: 1.086e-01, eta: 5 days, 13:33:10, time: 1.579, data_time: 0.011, memory: 16628, top1_acc: 0.3629, top5_acc: 0.6317, loss_cls: 2.8550, loss: 2.8550, grad_norm: 2.0460 2021-01-23 22:58:05,290 - mmaction - INFO - Epoch [122][1320/2147] lr: 1.086e-01, eta: 5 days, 13:32:34, time: 1.525, data_time: 0.004, memory: 16628, top1_acc: 0.3888, top5_acc: 0.6487, loss_cls: 2.7169, loss: 2.7169, grad_norm: 2.0279 2021-01-23 22:58:36,640 - mmaction - INFO - Epoch [122][1340/2147] lr: 1.086e-01, eta: 5 days, 13:31:58, time: 1.567, data_time: 0.005, memory: 16628, top1_acc: 0.3799, top5_acc: 0.6246, loss_cls: 2.8064, loss: 2.8064, grad_norm: 2.0640 2021-01-23 22:59:08,106 - mmaction - INFO - Epoch [122][1360/2147] lr: 1.086e-01, eta: 5 days, 13:31:23, time: 1.575, data_time: 0.004, memory: 16628, top1_acc: 0.3714, top5_acc: 0.6268, loss_cls: 2.7776, loss: 2.7776, grad_norm: 2.0711 2021-01-23 22:59:37,169 - mmaction - INFO - Epoch [122][1380/2147] lr: 1.086e-01, eta: 5 days, 13:30:45, time: 1.455, data_time: 0.005, memory: 16628, top1_acc: 0.3683, top5_acc: 0.6107, loss_cls: 2.8869, loss: 2.8869, grad_norm: 2.1409 2021-01-23 23:00:06,661 - mmaction - INFO - Epoch [122][1400/2147] lr: 1.086e-01, eta: 5 days, 13:30:07, time: 1.469, data_time: 0.005, memory: 16628, top1_acc: 0.3674, top5_acc: 0.6246, loss_cls: 2.8331, loss: 2.8331, grad_norm: 2.0720 2021-01-23 23:00:37,623 - mmaction - INFO - Epoch [122][1420/2147] lr: 1.086e-01, eta: 5 days, 13:29:31, time: 1.551, data_time: 0.006, memory: 16628, top1_acc: 0.3683, top5_acc: 0.6129, loss_cls: 2.8615, loss: 2.8615, grad_norm: 2.0434 2021-01-23 23:01:09,290 - mmaction - INFO - Epoch [122][1440/2147] lr: 1.086e-01, eta: 5 days, 13:28:56, time: 1.585, data_time: 0.003, memory: 16628, top1_acc: 0.3652, top5_acc: 0.6384, loss_cls: 2.8084, loss: 2.8084, grad_norm: 2.0830 2021-01-23 23:01:42,536 - mmaction - INFO - Epoch [122][1460/2147] lr: 1.086e-01, eta: 5 days, 13:28:23, time: 1.658, data_time: 0.002, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6219, loss_cls: 2.8561, loss: 2.8561, grad_norm: 2.0106 2021-01-23 23:02:13,513 - mmaction - INFO - Epoch [122][1480/2147] lr: 1.086e-01, eta: 5 days, 13:27:47, time: 1.540, data_time: 0.008, memory: 16628, top1_acc: 0.3786, top5_acc: 0.6219, loss_cls: 2.8796, loss: 2.8796, grad_norm: 2.0606 2021-01-23 23:02:42,822 - mmaction - INFO - Epoch [122][1500/2147] lr: 1.086e-01, eta: 5 days, 13:27:09, time: 1.479, data_time: 0.016, memory: 16628, top1_acc: 0.3714, top5_acc: 0.6277, loss_cls: 2.8545, loss: 2.8545, grad_norm: 2.0360 2021-01-23 23:03:11,549 - mmaction - INFO - Epoch [122][1520/2147] lr: 1.086e-01, eta: 5 days, 13:26:31, time: 1.435, data_time: 0.003, memory: 16628, top1_acc: 0.3795, top5_acc: 0.6246, loss_cls: 2.7914, loss: 2.7914, grad_norm: 2.0320 2021-01-23 23:03:40,262 - mmaction - INFO - Epoch [122][1540/2147] lr: 1.086e-01, eta: 5 days, 13:25:52, time: 1.435, data_time: 0.004, memory: 16628, top1_acc: 0.3781, top5_acc: 0.6201, loss_cls: 2.8460, loss: 2.8460, grad_norm: 2.0632 2021-01-23 23:04:09,188 - mmaction - INFO - Epoch [122][1560/2147] lr: 1.086e-01, eta: 5 days, 13:25:14, time: 1.445, data_time: 0.006, memory: 16628, top1_acc: 0.3844, top5_acc: 0.6357, loss_cls: 2.7889, loss: 2.7889, grad_norm: 2.1022 2021-01-23 23:04:38,645 - mmaction - INFO - Epoch [122][1580/2147] lr: 1.086e-01, eta: 5 days, 13:24:37, time: 1.476, data_time: 0.009, memory: 16628, top1_acc: 0.3607, top5_acc: 0.6196, loss_cls: 2.8819, loss: 2.8819, grad_norm: 2.0433 2021-01-23 23:05:10,662 - mmaction - INFO - Epoch [122][1600/2147] lr: 1.086e-01, eta: 5 days, 13:24:02, time: 1.600, data_time: 0.002, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6246, loss_cls: 2.8496, loss: 2.8496, grad_norm: 2.0413 2021-01-23 23:05:41,521 - mmaction - INFO - Epoch [122][1620/2147] lr: 1.086e-01, eta: 5 days, 13:23:26, time: 1.540, data_time: 0.003, memory: 16628, top1_acc: 0.3768, top5_acc: 0.6375, loss_cls: 2.8360, loss: 2.8360, grad_norm: 2.0359 2021-01-23 23:06:11,284 - mmaction - INFO - Epoch [122][1640/2147] lr: 1.086e-01, eta: 5 days, 13:22:48, time: 1.490, data_time: 0.016, memory: 16628, top1_acc: 0.3665, top5_acc: 0.6299, loss_cls: 2.8158, loss: 2.8158, grad_norm: 2.0627 2021-01-23 23:06:46,543 - mmaction - INFO - Epoch [122][1660/2147] lr: 1.086e-01, eta: 5 days, 13:22:17, time: 1.765, data_time: 0.008, memory: 16628, top1_acc: 0.3603, top5_acc: 0.6295, loss_cls: 2.8449, loss: 2.8449, grad_norm: 2.0998 2021-01-23 23:07:16,508 - mmaction - INFO - Epoch [122][1680/2147] lr: 1.086e-01, eta: 5 days, 13:21:40, time: 1.492, data_time: 0.001, memory: 16628, top1_acc: 0.3683, top5_acc: 0.6308, loss_cls: 2.8136, loss: 2.8136, grad_norm: 1.9985 2021-01-23 23:07:45,319 - mmaction - INFO - Epoch [122][1700/2147] lr: 1.086e-01, eta: 5 days, 13:21:02, time: 1.446, data_time: 0.008, memory: 16628, top1_acc: 0.3839, top5_acc: 0.6487, loss_cls: 2.7444, loss: 2.7444, grad_norm: 2.0511 2021-01-23 23:08:16,683 - mmaction - INFO - Epoch [122][1720/2147] lr: 1.086e-01, eta: 5 days, 13:20:26, time: 1.563, data_time: 0.002, memory: 16628, top1_acc: 0.3875, top5_acc: 0.6397, loss_cls: 2.7677, loss: 2.7677, grad_norm: 2.0669 2021-01-23 23:08:46,390 - mmaction - INFO - Epoch [122][1740/2147] lr: 1.086e-01, eta: 5 days, 13:19:49, time: 1.485, data_time: 0.012, memory: 16628, top1_acc: 0.3777, top5_acc: 0.6205, loss_cls: 2.8144, loss: 2.8144, grad_norm: 2.0596 2021-01-23 23:09:15,153 - mmaction - INFO - Epoch [122][1760/2147] lr: 1.086e-01, eta: 5 days, 13:19:11, time: 1.444, data_time: 0.008, memory: 16628, top1_acc: 0.3670, top5_acc: 0.6357, loss_cls: 2.8134, loss: 2.8134, grad_norm: 2.0755 2021-01-23 23:09:44,704 - mmaction - INFO - Epoch [122][1780/2147] lr: 1.086e-01, eta: 5 days, 13:18:33, time: 1.473, data_time: 0.003, memory: 16628, top1_acc: 0.3768, top5_acc: 0.6254, loss_cls: 2.8293, loss: 2.8293, grad_norm: 2.0516 2021-01-23 23:10:14,860 - mmaction - INFO - Epoch [122][1800/2147] lr: 1.086e-01, eta: 5 days, 13:17:56, time: 1.507, data_time: 0.009, memory: 16628, top1_acc: 0.3835, top5_acc: 0.6437, loss_cls: 2.7538, loss: 2.7538, grad_norm: 2.0084 2021-01-23 23:10:44,535 - mmaction - INFO - Epoch [122][1820/2147] lr: 1.086e-01, eta: 5 days, 13:17:19, time: 1.486, data_time: 0.008, memory: 16628, top1_acc: 0.3652, top5_acc: 0.6187, loss_cls: 2.8649, loss: 2.8649, grad_norm: 2.0188 2021-01-23 23:11:17,056 - mmaction - INFO - Epoch [122][1840/2147] lr: 1.086e-01, eta: 5 days, 13:16:45, time: 1.624, data_time: 0.010, memory: 16628, top1_acc: 0.3777, top5_acc: 0.6246, loss_cls: 2.8624, loss: 2.8624, grad_norm: 2.0603 2021-01-23 23:11:56,576 - mmaction - INFO - Epoch [122][1860/2147] lr: 1.086e-01, eta: 5 days, 13:16:18, time: 1.973, data_time: 0.013, memory: 16628, top1_acc: 0.3616, top5_acc: 0.6272, loss_cls: 2.8431, loss: 2.8431, grad_norm: 2.0701 2021-01-23 23:12:26,117 - mmaction - INFO - Epoch [122][1880/2147] lr: 1.086e-01, eta: 5 days, 13:15:41, time: 1.485, data_time: 0.013, memory: 16628, top1_acc: 0.3991, top5_acc: 0.6308, loss_cls: 2.7623, loss: 2.7623, grad_norm: 2.0237 2021-01-23 23:12:55,170 - mmaction - INFO - Epoch [122][1900/2147] lr: 1.086e-01, eta: 5 days, 13:15:03, time: 1.450, data_time: 0.003, memory: 16628, top1_acc: 0.3741, top5_acc: 0.6393, loss_cls: 2.7829, loss: 2.7829, grad_norm: 2.0600 2021-01-23 23:13:26,541 - mmaction - INFO - Epoch [122][1920/2147] lr: 1.086e-01, eta: 5 days, 13:14:28, time: 1.571, data_time: 0.008, memory: 16628, top1_acc: 0.3906, top5_acc: 0.6442, loss_cls: 2.7289, loss: 2.7289, grad_norm: 2.0579 2021-01-23 23:13:55,631 - mmaction - INFO - Epoch [122][1940/2147] lr: 1.086e-01, eta: 5 days, 13:13:49, time: 1.446, data_time: 0.003, memory: 16628, top1_acc: 0.3768, top5_acc: 0.6290, loss_cls: 2.8553, loss: 2.8553, grad_norm: 2.0801 2021-01-23 23:14:24,468 - mmaction - INFO - Epoch [122][1960/2147] lr: 1.086e-01, eta: 5 days, 13:13:11, time: 1.447, data_time: 0.012, memory: 16628, top1_acc: 0.3603, top5_acc: 0.6103, loss_cls: 2.8751, loss: 2.8751, grad_norm: 2.0595 2021-01-23 23:14:53,396 - mmaction - INFO - Epoch [122][1980/2147] lr: 1.086e-01, eta: 5 days, 13:12:33, time: 1.447, data_time: 0.007, memory: 16628, top1_acc: 0.3808, top5_acc: 0.6228, loss_cls: 2.8588, loss: 2.8588, grad_norm: 2.0548 2021-01-23 23:15:24,413 - mmaction - INFO - Epoch [122][2000/2147] lr: 1.086e-01, eta: 5 days, 13:11:57, time: 1.554, data_time: 0.006, memory: 16628, top1_acc: 0.3674, top5_acc: 0.6326, loss_cls: 2.8217, loss: 2.8217, grad_norm: 2.0606 2021-01-23 23:15:53,928 - mmaction - INFO - Epoch [122][2020/2147] lr: 1.086e-01, eta: 5 days, 13:11:20, time: 1.469, data_time: 0.002, memory: 16628, top1_acc: 0.3701, top5_acc: 0.6281, loss_cls: 2.8270, loss: 2.8270, grad_norm: 2.0415 2021-01-23 23:16:25,035 - mmaction - INFO - Epoch [122][2040/2147] lr: 1.086e-01, eta: 5 days, 13:10:44, time: 1.561, data_time: 0.013, memory: 16628, top1_acc: 0.3808, top5_acc: 0.6196, loss_cls: 2.8435, loss: 2.8435, grad_norm: 2.0469 2021-01-23 23:17:00,390 - mmaction - INFO - Epoch [122][2060/2147] lr: 1.086e-01, eta: 5 days, 13:10:13, time: 1.765, data_time: 0.003, memory: 16628, top1_acc: 0.3996, top5_acc: 0.6384, loss_cls: 2.7333, loss: 2.7333, grad_norm: 2.0321 2021-01-23 23:17:29,373 - mmaction - INFO - Epoch [122][2080/2147] lr: 1.086e-01, eta: 5 days, 13:09:35, time: 1.450, data_time: 0.004, memory: 16628, top1_acc: 0.3772, top5_acc: 0.6232, loss_cls: 2.8406, loss: 2.8406, grad_norm: 2.0416 2021-01-23 23:17:58,224 - mmaction - INFO - Epoch [122][2100/2147] lr: 1.086e-01, eta: 5 days, 13:08:57, time: 1.442, data_time: 0.005, memory: 16628, top1_acc: 0.3786, top5_acc: 0.6246, loss_cls: 2.8385, loss: 2.8385, grad_norm: 2.0821 2021-01-23 23:18:27,106 - mmaction - INFO - Epoch [122][2120/2147] lr: 1.086e-01, eta: 5 days, 13:08:19, time: 1.447, data_time: 0.010, memory: 16628, top1_acc: 0.3683, top5_acc: 0.6161, loss_cls: 2.8611, loss: 2.8611, grad_norm: 2.0441 2021-01-23 23:18:57,188 - mmaction - INFO - Epoch [122][2140/2147] lr: 1.086e-01, eta: 5 days, 13:07:42, time: 1.500, data_time: 0.001, memory: 16628, top1_acc: 0.3732, top5_acc: 0.6326, loss_cls: 2.8151, loss: 2.8151, grad_norm: 2.0245 2021-01-23 23:25:20,712 - mmaction - INFO - Epoch [123][20/2147] lr: 1.074e-01, eta: 5 days, 13:12:36, time: 17.712, data_time: 16.003, memory: 16628, top1_acc: 0.3839, top5_acc: 0.6397, loss_cls: 2.7743, loss: 2.7743, grad_norm: 2.0191 2021-01-23 23:25:49,990 - mmaction - INFO - Epoch [123][40/2147] lr: 1.074e-01, eta: 5 days, 13:11:59, time: 1.466, data_time: 0.009, memory: 16628, top1_acc: 0.3888, top5_acc: 0.6379, loss_cls: 2.7447, loss: 2.7447, grad_norm: 2.0685 2021-01-23 23:26:19,478 - mmaction - INFO - Epoch [123][60/2147] lr: 1.074e-01, eta: 5 days, 13:11:21, time: 1.476, data_time: 0.011, memory: 16628, top1_acc: 0.3763, top5_acc: 0.6259, loss_cls: 2.8337, loss: 2.8337, grad_norm: 2.0967 2021-01-23 23:26:51,480 - mmaction - INFO - Epoch [123][80/2147] lr: 1.074e-01, eta: 5 days, 13:10:46, time: 1.591, data_time: 0.006, memory: 16628, top1_acc: 0.3674, top5_acc: 0.6281, loss_cls: 2.8212, loss: 2.8212, grad_norm: 2.1189 2021-01-23 23:27:22,027 - mmaction - INFO - Epoch [123][100/2147] lr: 1.074e-01, eta: 5 days, 13:10:10, time: 1.537, data_time: 0.017, memory: 16628, top1_acc: 0.3906, top5_acc: 0.6491, loss_cls: 2.7155, loss: 2.7155, grad_norm: 2.0541 2021-01-23 23:27:50,795 - mmaction - INFO - Epoch [123][120/2147] lr: 1.074e-01, eta: 5 days, 13:09:31, time: 1.439, data_time: 0.003, memory: 16628, top1_acc: 0.3795, top5_acc: 0.6299, loss_cls: 2.7607, loss: 2.7607, grad_norm: 2.0934 2021-01-23 23:28:19,558 - mmaction - INFO - Epoch [123][140/2147] lr: 1.074e-01, eta: 5 days, 13:08:53, time: 1.439, data_time: 0.010, memory: 16628, top1_acc: 0.3746, top5_acc: 0.6187, loss_cls: 2.8428, loss: 2.8428, grad_norm: 2.0744 2021-01-23 23:28:49,121 - mmaction - INFO - Epoch [123][160/2147] lr: 1.074e-01, eta: 5 days, 13:08:16, time: 1.475, data_time: 0.009, memory: 16628, top1_acc: 0.3857, top5_acc: 0.6281, loss_cls: 2.8115, loss: 2.8115, grad_norm: 2.0540 2021-01-23 23:29:17,823 - mmaction - INFO - Epoch [123][180/2147] lr: 1.074e-01, eta: 5 days, 13:07:37, time: 1.437, data_time: 0.004, memory: 16628, top1_acc: 0.3848, top5_acc: 0.6344, loss_cls: 2.7856, loss: 2.7856, grad_norm: 2.0913 2021-01-23 23:29:47,104 - mmaction - INFO - Epoch [123][200/2147] lr: 1.074e-01, eta: 5 days, 13:06:59, time: 1.463, data_time: 0.003, memory: 16628, top1_acc: 0.3879, top5_acc: 0.6478, loss_cls: 2.7348, loss: 2.7348, grad_norm: 2.0861 2021-01-23 23:30:16,290 - mmaction - INFO - Epoch [123][220/2147] lr: 1.074e-01, eta: 5 days, 13:06:21, time: 1.454, data_time: 0.008, memory: 16628, top1_acc: 0.3741, top5_acc: 0.6344, loss_cls: 2.8298, loss: 2.8298, grad_norm: 2.1050 2021-01-23 23:30:45,765 - mmaction - INFO - Epoch [123][240/2147] lr: 1.074e-01, eta: 5 days, 13:05:44, time: 1.478, data_time: 0.008, memory: 16628, top1_acc: 0.3937, top5_acc: 0.6415, loss_cls: 2.7698, loss: 2.7698, grad_norm: 2.1027 2021-01-23 23:31:16,234 - mmaction - INFO - Epoch [123][260/2147] lr: 1.074e-01, eta: 5 days, 13:05:07, time: 1.525, data_time: 0.013, memory: 16628, top1_acc: 0.3804, top5_acc: 0.6272, loss_cls: 2.8032, loss: 2.8032, grad_norm: 2.0685 2021-01-23 23:31:50,597 - mmaction - INFO - Epoch [123][280/2147] lr: 1.074e-01, eta: 5 days, 13:04:35, time: 1.720, data_time: 0.009, memory: 16628, top1_acc: 0.3991, top5_acc: 0.6504, loss_cls: 2.6807, loss: 2.6807, grad_norm: 2.0557 2021-01-23 23:32:20,338 - mmaction - INFO - Epoch [123][300/2147] lr: 1.074e-01, eta: 5 days, 13:03:58, time: 1.485, data_time: 0.008, memory: 16628, top1_acc: 0.3710, top5_acc: 0.6103, loss_cls: 2.8530, loss: 2.8530, grad_norm: 2.0785 2021-01-23 23:32:49,705 - mmaction - INFO - Epoch [123][320/2147] lr: 1.074e-01, eta: 5 days, 13:03:20, time: 1.468, data_time: 0.004, memory: 16628, top1_acc: 0.3848, top5_acc: 0.6295, loss_cls: 2.7974, loss: 2.7974, grad_norm: 2.0254 2021-01-23 23:33:19,671 - mmaction - INFO - Epoch [123][340/2147] lr: 1.074e-01, eta: 5 days, 13:02:43, time: 1.500, data_time: 0.004, memory: 16628, top1_acc: 0.3714, top5_acc: 0.6241, loss_cls: 2.8214, loss: 2.8214, grad_norm: 2.0859 2021-01-23 23:33:51,890 - mmaction - INFO - Epoch [123][360/2147] lr: 1.074e-01, eta: 5 days, 13:02:08, time: 1.600, data_time: 0.002, memory: 16628, top1_acc: 0.3616, top5_acc: 0.6134, loss_cls: 2.8587, loss: 2.8587, grad_norm: 2.0945 2021-01-23 23:34:24,512 - mmaction - INFO - Epoch [123][380/2147] lr: 1.074e-01, eta: 5 days, 13:01:34, time: 1.634, data_time: 0.015, memory: 16628, top1_acc: 0.3772, top5_acc: 0.6362, loss_cls: 2.7973, loss: 2.7973, grad_norm: 2.1058 2021-01-23 23:34:53,869 - mmaction - INFO - Epoch [123][400/2147] lr: 1.074e-01, eta: 5 days, 13:00:57, time: 1.477, data_time: 0.018, memory: 16628, top1_acc: 0.3888, top5_acc: 0.6281, loss_cls: 2.7817, loss: 2.7817, grad_norm: 2.0669 2021-01-23 23:35:22,943 - mmaction - INFO - Epoch [123][420/2147] lr: 1.074e-01, eta: 5 days, 13:00:19, time: 1.454, data_time: 0.003, memory: 16628, top1_acc: 0.3750, top5_acc: 0.6388, loss_cls: 2.7801, loss: 2.7801, grad_norm: 2.0318 2021-01-23 23:35:54,043 - mmaction - INFO - Epoch [123][440/2147] lr: 1.074e-01, eta: 5 days, 12:59:43, time: 1.555, data_time: 0.005, memory: 16628, top1_acc: 0.3839, top5_acc: 0.6295, loss_cls: 2.8080, loss: 2.8080, grad_norm: 2.0549 2021-01-23 23:36:24,157 - mmaction - INFO - Epoch [123][460/2147] lr: 1.074e-01, eta: 5 days, 12:59:06, time: 1.505, data_time: 0.064, memory: 16628, top1_acc: 0.3929, top5_acc: 0.6348, loss_cls: 2.7910, loss: 2.7910, grad_norm: 2.0832 2021-01-23 23:36:58,239 - mmaction - INFO - Epoch [123][480/2147] lr: 1.074e-01, eta: 5 days, 12:58:34, time: 1.705, data_time: 0.004, memory: 16628, top1_acc: 0.3737, top5_acc: 0.6353, loss_cls: 2.8043, loss: 2.8043, grad_norm: 2.0267 2021-01-23 23:37:29,790 - mmaction - INFO - Epoch [123][500/2147] lr: 1.074e-01, eta: 5 days, 12:57:58, time: 1.577, data_time: 0.022, memory: 16628, top1_acc: 0.3679, top5_acc: 0.6321, loss_cls: 2.8189, loss: 2.8189, grad_norm: 2.0213 2021-01-23 23:37:59,518 - mmaction - INFO - Epoch [123][520/2147] lr: 1.074e-01, eta: 5 days, 12:57:21, time: 1.483, data_time: 0.015, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6326, loss_cls: 2.7664, loss: 2.7664, grad_norm: 2.0319 2021-01-23 23:38:28,507 - mmaction - INFO - Epoch [123][540/2147] lr: 1.074e-01, eta: 5 days, 12:56:43, time: 1.451, data_time: 0.013, memory: 16628, top1_acc: 0.3879, top5_acc: 0.6469, loss_cls: 2.7185, loss: 2.7185, grad_norm: 2.1101 2021-01-23 23:39:01,328 - mmaction - INFO - Epoch [123][560/2147] lr: 1.074e-01, eta: 5 days, 12:56:09, time: 1.643, data_time: 0.005, memory: 16628, top1_acc: 0.3741, top5_acc: 0.6250, loss_cls: 2.8543, loss: 2.8543, grad_norm: 2.0738 2021-01-23 23:39:31,194 - mmaction - INFO - Epoch [123][580/2147] lr: 1.074e-01, eta: 5 days, 12:55:32, time: 1.495, data_time: 0.010, memory: 16628, top1_acc: 0.3768, top5_acc: 0.6362, loss_cls: 2.8283, loss: 2.8283, grad_norm: 2.0964 2021-01-23 23:40:00,319 - mmaction - INFO - Epoch [123][600/2147] lr: 1.074e-01, eta: 5 days, 12:54:54, time: 1.453, data_time: 0.001, memory: 16628, top1_acc: 0.3683, top5_acc: 0.6232, loss_cls: 2.8414, loss: 2.8414, grad_norm: 2.0360 2021-01-23 23:40:33,497 - mmaction - INFO - Epoch [123][620/2147] lr: 1.074e-01, eta: 5 days, 12:54:20, time: 1.655, data_time: 0.007, memory: 16628, top1_acc: 0.3603, top5_acc: 0.6232, loss_cls: 2.8437, loss: 2.8437, grad_norm: 2.1046 2021-01-23 23:41:03,244 - mmaction - INFO - Epoch [123][640/2147] lr: 1.074e-01, eta: 5 days, 12:53:43, time: 1.495, data_time: 0.009, memory: 16628, top1_acc: 0.3817, top5_acc: 0.6286, loss_cls: 2.8109, loss: 2.8109, grad_norm: 2.0762 2021-01-23 23:41:31,934 - mmaction - INFO - Epoch [123][660/2147] lr: 1.074e-01, eta: 5 days, 12:53:05, time: 1.435, data_time: 0.002, memory: 16628, top1_acc: 0.3741, top5_acc: 0.6290, loss_cls: 2.8268, loss: 2.8268, grad_norm: 2.0778 2021-01-23 23:42:03,747 - mmaction - INFO - Epoch [123][680/2147] lr: 1.074e-01, eta: 5 days, 12:52:30, time: 1.589, data_time: 0.003, memory: 16628, top1_acc: 0.3804, top5_acc: 0.6312, loss_cls: 2.7822, loss: 2.7822, grad_norm: 2.1036 2021-01-23 23:42:32,854 - mmaction - INFO - Epoch [123][700/2147] lr: 1.074e-01, eta: 5 days, 12:51:52, time: 1.454, data_time: 0.007, memory: 16628, top1_acc: 0.3674, top5_acc: 0.6147, loss_cls: 2.8741, loss: 2.8741, grad_norm: 2.1322 2021-01-23 23:43:02,545 - mmaction - INFO - Epoch [123][720/2147] lr: 1.074e-01, eta: 5 days, 12:51:15, time: 1.487, data_time: 0.006, memory: 16628, top1_acc: 0.3719, top5_acc: 0.6196, loss_cls: 2.8483, loss: 2.8483, grad_norm: 2.0006 2021-01-23 23:43:32,687 - mmaction - INFO - Epoch [123][740/2147] lr: 1.074e-01, eta: 5 days, 12:50:38, time: 1.505, data_time: 0.003, memory: 16628, top1_acc: 0.3929, top5_acc: 0.6469, loss_cls: 2.7623, loss: 2.7623, grad_norm: 2.1078 2021-01-23 23:44:03,041 - mmaction - INFO - Epoch [123][760/2147] lr: 1.074e-01, eta: 5 days, 12:50:01, time: 1.514, data_time: 0.004, memory: 16628, top1_acc: 0.3714, top5_acc: 0.6259, loss_cls: 2.8031, loss: 2.8031, grad_norm: 2.0747 2021-01-23 23:44:32,407 - mmaction - INFO - Epoch [123][780/2147] lr: 1.074e-01, eta: 5 days, 12:49:24, time: 1.474, data_time: 0.012, memory: 16628, top1_acc: 0.3866, top5_acc: 0.6290, loss_cls: 2.7904, loss: 2.7904, grad_norm: 2.0714 2021-01-23 23:45:01,240 - mmaction - INFO - Epoch [123][800/2147] lr: 1.074e-01, eta: 5 days, 12:48:45, time: 1.440, data_time: 0.003, memory: 16628, top1_acc: 0.3879, top5_acc: 0.6397, loss_cls: 2.7504, loss: 2.7504, grad_norm: 2.1305 2021-01-23 23:45:30,455 - mmaction - INFO - Epoch [123][820/2147] lr: 1.074e-01, eta: 5 days, 12:48:08, time: 1.461, data_time: 0.008, memory: 16628, top1_acc: 0.3804, top5_acc: 0.6348, loss_cls: 2.7647, loss: 2.7647, grad_norm: 2.0921 2021-01-23 23:46:00,209 - mmaction - INFO - Epoch [123][840/2147] lr: 1.074e-01, eta: 5 days, 12:47:30, time: 1.486, data_time: 0.004, memory: 16628, top1_acc: 0.3812, top5_acc: 0.6415, loss_cls: 2.7993, loss: 2.7993, grad_norm: 2.0690 2021-01-23 23:46:33,451 - mmaction - INFO - Epoch [123][860/2147] lr: 1.074e-01, eta: 5 days, 12:46:56, time: 1.606, data_time: 0.010, memory: 16628, top1_acc: 0.3839, top5_acc: 0.6429, loss_cls: 2.7725, loss: 2.7725, grad_norm: 2.0524 2021-01-23 23:47:10,168 - mmaction - INFO - Epoch [123][880/2147] lr: 1.074e-01, eta: 5 days, 12:46:27, time: 1.892, data_time: 0.071, memory: 16628, top1_acc: 0.3835, top5_acc: 0.6348, loss_cls: 2.8013, loss: 2.8013, grad_norm: 2.0856 2021-01-23 23:47:41,159 - mmaction - INFO - Epoch [123][900/2147] lr: 1.074e-01, eta: 5 days, 12:45:51, time: 1.551, data_time: 0.019, memory: 16628, top1_acc: 0.3768, top5_acc: 0.6460, loss_cls: 2.7459, loss: 2.7459, grad_norm: 2.0215 2021-01-23 23:48:15,589 - mmaction - INFO - Epoch [123][920/2147] lr: 1.074e-01, eta: 5 days, 12:45:19, time: 1.721, data_time: 0.004, memory: 16628, top1_acc: 0.3969, top5_acc: 0.6580, loss_cls: 2.7203, loss: 2.7203, grad_norm: 2.0847 2021-01-23 23:48:47,538 - mmaction - INFO - Epoch [123][940/2147] lr: 1.074e-01, eta: 5 days, 12:44:44, time: 1.599, data_time: 0.004, memory: 16628, top1_acc: 0.3728, top5_acc: 0.6393, loss_cls: 2.8260, loss: 2.8260, grad_norm: 2.1242 2021-01-23 23:49:17,003 - mmaction - INFO - Epoch [123][960/2147] lr: 1.074e-01, eta: 5 days, 12:44:07, time: 1.470, data_time: 0.009, memory: 16628, top1_acc: 0.3804, top5_acc: 0.6286, loss_cls: 2.8147, loss: 2.8147, grad_norm: 2.0440 2021-01-23 23:49:53,035 - mmaction - INFO - Epoch [123][980/2147] lr: 1.074e-01, eta: 5 days, 12:43:36, time: 1.802, data_time: 0.012, memory: 16628, top1_acc: 0.3951, top5_acc: 0.6469, loss_cls: 2.7164, loss: 2.7164, grad_norm: 2.0508 2021-01-23 23:50:26,417 - mmaction - INFO - Epoch [123][1000/2147] lr: 1.074e-01, eta: 5 days, 12:43:03, time: 1.671, data_time: 0.011, memory: 16628, top1_acc: 0.3656, top5_acc: 0.6237, loss_cls: 2.8413, loss: 2.8413, grad_norm: 2.1227 2021-01-23 23:50:55,540 - mmaction - INFO - Epoch [123][1020/2147] lr: 1.074e-01, eta: 5 days, 12:42:25, time: 1.457, data_time: 0.007, memory: 16628, top1_acc: 0.3955, top5_acc: 0.6455, loss_cls: 2.7558, loss: 2.7558, grad_norm: 2.0414 2021-01-23 23:51:24,897 - mmaction - INFO - Epoch [123][1040/2147] lr: 1.074e-01, eta: 5 days, 12:41:48, time: 1.464, data_time: 0.006, memory: 16628, top1_acc: 0.3625, top5_acc: 0.6277, loss_cls: 2.8417, loss: 2.8417, grad_norm: 2.1370 2021-01-23 23:51:56,424 - mmaction - INFO - Epoch [123][1060/2147] lr: 1.074e-01, eta: 5 days, 12:41:12, time: 1.580, data_time: 0.019, memory: 16628, top1_acc: 0.3719, top5_acc: 0.6237, loss_cls: 2.8234, loss: 2.8234, grad_norm: 2.0330 2021-01-23 23:52:27,133 - mmaction - INFO - Epoch [123][1080/2147] lr: 1.074e-01, eta: 5 days, 12:40:36, time: 1.538, data_time: 0.010, memory: 16628, top1_acc: 0.3652, top5_acc: 0.6384, loss_cls: 2.7840, loss: 2.7840, grad_norm: 2.0576 2021-01-23 23:52:56,601 - mmaction - INFO - Epoch [123][1100/2147] lr: 1.074e-01, eta: 5 days, 12:39:59, time: 1.473, data_time: 0.007, memory: 16628, top1_acc: 0.3982, top5_acc: 0.6496, loss_cls: 2.7007, loss: 2.7007, grad_norm: 2.0537 2021-01-23 23:53:26,494 - mmaction - INFO - Epoch [123][1120/2147] lr: 1.074e-01, eta: 5 days, 12:39:22, time: 1.493, data_time: 0.004, memory: 16628, top1_acc: 0.3946, top5_acc: 0.6339, loss_cls: 2.7883, loss: 2.7883, grad_norm: 2.0400 2021-01-23 23:53:59,135 - mmaction - INFO - Epoch [123][1140/2147] lr: 1.074e-01, eta: 5 days, 12:38:47, time: 1.627, data_time: 0.004, memory: 16628, top1_acc: 0.3839, top5_acc: 0.6415, loss_cls: 2.7649, loss: 2.7649, grad_norm: 2.0550 2021-01-23 23:54:30,868 - mmaction - INFO - Epoch [123][1160/2147] lr: 1.074e-01, eta: 5 days, 12:38:12, time: 1.590, data_time: 0.008, memory: 16628, top1_acc: 0.3853, top5_acc: 0.6268, loss_cls: 2.8072, loss: 2.8072, grad_norm: 2.1189 2021-01-23 23:55:10,573 - mmaction - INFO - Epoch [123][1180/2147] lr: 1.074e-01, eta: 5 days, 12:37:46, time: 1.987, data_time: 0.005, memory: 16628, top1_acc: 0.3710, top5_acc: 0.6219, loss_cls: 2.8272, loss: 2.8272, grad_norm: 2.1118 2021-01-23 23:55:39,737 - mmaction - INFO - Epoch [123][1200/2147] lr: 1.074e-01, eta: 5 days, 12:37:08, time: 1.458, data_time: 0.007, memory: 16628, top1_acc: 0.3746, top5_acc: 0.6295, loss_cls: 2.8055, loss: 2.8055, grad_norm: 2.0729 2021-01-23 23:56:10,650 - mmaction - INFO - Epoch [123][1220/2147] lr: 1.074e-01, eta: 5 days, 12:36:32, time: 1.545, data_time: 0.005, memory: 16628, top1_acc: 0.3857, top5_acc: 0.6228, loss_cls: 2.8120, loss: 2.8120, grad_norm: 2.0944 2021-01-23 23:56:39,432 - mmaction - INFO - Epoch [123][1240/2147] lr: 1.074e-01, eta: 5 days, 12:35:54, time: 1.440, data_time: 0.004, memory: 16628, top1_acc: 0.3674, top5_acc: 0.6210, loss_cls: 2.8650, loss: 2.8650, grad_norm: 2.0802 2021-01-23 23:57:08,518 - mmaction - INFO - Epoch [123][1260/2147] lr: 1.074e-01, eta: 5 days, 12:35:16, time: 1.456, data_time: 0.004, memory: 16628, top1_acc: 0.3696, top5_acc: 0.6205, loss_cls: 2.8268, loss: 2.8268, grad_norm: 2.0317 2021-01-23 23:57:39,170 - mmaction - INFO - Epoch [123][1280/2147] lr: 1.074e-01, eta: 5 days, 12:34:40, time: 1.533, data_time: 0.007, memory: 16628, top1_acc: 0.3741, top5_acc: 0.6237, loss_cls: 2.8046, loss: 2.8046, grad_norm: 2.0174 2021-01-23 23:58:14,093 - mmaction - INFO - Epoch [123][1300/2147] lr: 1.074e-01, eta: 5 days, 12:34:08, time: 1.737, data_time: 0.025, memory: 16628, top1_acc: 0.3826, top5_acc: 0.6446, loss_cls: 2.7692, loss: 2.7692, grad_norm: 2.0623 2021-01-23 23:58:46,933 - mmaction - INFO - Epoch [123][1320/2147] lr: 1.074e-01, eta: 5 days, 12:33:34, time: 1.647, data_time: 0.014, memory: 16628, top1_acc: 0.3875, top5_acc: 0.6330, loss_cls: 2.7497, loss: 2.7497, grad_norm: 2.0759 2021-01-23 23:59:19,308 - mmaction - INFO - Epoch [123][1340/2147] lr: 1.074e-01, eta: 5 days, 12:33:00, time: 1.610, data_time: 0.007, memory: 16628, top1_acc: 0.3879, top5_acc: 0.6438, loss_cls: 2.7801, loss: 2.7801, grad_norm: 2.0785 2021-01-23 23:59:48,229 - mmaction - INFO - Epoch [123][1360/2147] lr: 1.074e-01, eta: 5 days, 12:32:22, time: 1.459, data_time: 0.016, memory: 16628, top1_acc: 0.3857, top5_acc: 0.6469, loss_cls: 2.7555, loss: 2.7555, grad_norm: 2.0924 2021-01-24 00:00:33,341 - mmaction - INFO - Epoch [123][1380/2147] lr: 1.074e-01, eta: 5 days, 12:32:01, time: 2.250, data_time: 0.009, memory: 16628, top1_acc: 0.3661, top5_acc: 0.6246, loss_cls: 2.9081, loss: 2.9081, grad_norm: 2.0827 2021-01-24 00:01:02,165 - mmaction - INFO - Epoch [123][1400/2147] lr: 1.074e-01, eta: 5 days, 12:31:23, time: 1.446, data_time: 0.012, memory: 16628, top1_acc: 0.3714, top5_acc: 0.6214, loss_cls: 2.7903, loss: 2.7903, grad_norm: 2.0328 2021-01-24 00:01:36,152 - mmaction - INFO - Epoch [123][1420/2147] lr: 1.074e-01, eta: 5 days, 12:30:49, time: 1.611, data_time: 0.004, memory: 16628, top1_acc: 0.3696, top5_acc: 0.6344, loss_cls: 2.8549, loss: 2.8549, grad_norm: 2.0205 2021-01-24 00:02:19,670 - mmaction - INFO - Epoch [123][1440/2147] lr: 1.074e-01, eta: 5 days, 12:30:28, time: 2.257, data_time: 0.095, memory: 16628, top1_acc: 0.4031, top5_acc: 0.6513, loss_cls: 2.7001, loss: 2.7001, grad_norm: 2.0479 2021-01-24 00:02:55,451 - mmaction - INFO - Epoch [123][1460/2147] lr: 1.074e-01, eta: 5 days, 12:29:57, time: 1.793, data_time: 0.016, memory: 16628, top1_acc: 0.3804, top5_acc: 0.6330, loss_cls: 2.8081, loss: 2.8081, grad_norm: 2.0464 2021-01-24 00:03:28,513 - mmaction - INFO - Epoch [123][1480/2147] lr: 1.074e-01, eta: 5 days, 12:29:24, time: 1.654, data_time: 0.014, memory: 16628, top1_acc: 0.3844, top5_acc: 0.6263, loss_cls: 2.8117, loss: 2.8117, grad_norm: 2.0977 2021-01-24 00:04:00,525 - mmaction - INFO - Epoch [123][1500/2147] lr: 1.074e-01, eta: 5 days, 12:28:49, time: 1.603, data_time: 0.011, memory: 16628, top1_acc: 0.3754, top5_acc: 0.6335, loss_cls: 2.8017, loss: 2.8017, grad_norm: 2.0947 2021-01-24 00:04:29,449 - mmaction - INFO - Epoch [123][1520/2147] lr: 1.074e-01, eta: 5 days, 12:28:11, time: 1.449, data_time: 0.006, memory: 16628, top1_acc: 0.3777, top5_acc: 0.6290, loss_cls: 2.7553, loss: 2.7553, grad_norm: 2.0598 2021-01-24 00:04:59,345 - mmaction - INFO - Epoch [123][1540/2147] lr: 1.074e-01, eta: 5 days, 12:27:34, time: 1.490, data_time: 0.009, memory: 16628, top1_acc: 0.3875, top5_acc: 0.6321, loss_cls: 2.7726, loss: 2.7726, grad_norm: 2.0607 2021-01-24 00:05:28,463 - mmaction - INFO - Epoch [123][1560/2147] lr: 1.074e-01, eta: 5 days, 12:26:56, time: 1.458, data_time: 0.023, memory: 16628, top1_acc: 0.3808, top5_acc: 0.6317, loss_cls: 2.7835, loss: 2.7835, grad_norm: 2.0637 2021-01-24 00:05:59,182 - mmaction - INFO - Epoch [123][1580/2147] lr: 1.074e-01, eta: 5 days, 12:26:20, time: 1.533, data_time: 0.010, memory: 16628, top1_acc: 0.3804, top5_acc: 0.6237, loss_cls: 2.8291, loss: 2.8291, grad_norm: 2.0681 2021-01-24 00:06:31,008 - mmaction - INFO - Epoch [123][1600/2147] lr: 1.074e-01, eta: 5 days, 12:25:45, time: 1.588, data_time: 0.014, memory: 16628, top1_acc: 0.3920, top5_acc: 0.6286, loss_cls: 2.7847, loss: 2.7847, grad_norm: 2.0583 2021-01-24 00:07:07,484 - mmaction - INFO - Epoch [123][1620/2147] lr: 1.074e-01, eta: 5 days, 12:25:15, time: 1.830, data_time: 0.019, memory: 16628, top1_acc: 0.3754, top5_acc: 0.6299, loss_cls: 2.7949, loss: 2.7949, grad_norm: 2.1101 2021-01-24 00:07:36,132 - mmaction - INFO - Epoch [123][1640/2147] lr: 1.074e-01, eta: 5 days, 12:24:37, time: 1.432, data_time: 0.005, memory: 16628, top1_acc: 0.3638, top5_acc: 0.6219, loss_cls: 2.8238, loss: 2.8238, grad_norm: 2.0551 2021-01-24 00:08:06,749 - mmaction - INFO - Epoch [123][1660/2147] lr: 1.074e-01, eta: 5 days, 12:24:00, time: 1.523, data_time: 0.007, memory: 16628, top1_acc: 0.3906, top5_acc: 0.6295, loss_cls: 2.7934, loss: 2.7934, grad_norm: 2.0607 2021-01-24 00:08:42,495 - mmaction - INFO - Epoch [123][1680/2147] lr: 1.074e-01, eta: 5 days, 12:23:30, time: 1.795, data_time: 0.014, memory: 16628, top1_acc: 0.3674, top5_acc: 0.6107, loss_cls: 2.8779, loss: 2.8779, grad_norm: 2.0930 2021-01-24 00:09:11,771 - mmaction - INFO - Epoch [123][1700/2147] lr: 1.074e-01, eta: 5 days, 12:22:52, time: 1.464, data_time: 0.008, memory: 16628, top1_acc: 0.4018, top5_acc: 0.6469, loss_cls: 2.7090, loss: 2.7090, grad_norm: 2.0408 2021-01-24 00:09:41,139 - mmaction - INFO - Epoch [123][1720/2147] lr: 1.074e-01, eta: 5 days, 12:22:14, time: 1.466, data_time: 0.004, memory: 16628, top1_acc: 0.3679, top5_acc: 0.6357, loss_cls: 2.7959, loss: 2.7959, grad_norm: 2.0858 2021-01-24 00:10:14,403 - mmaction - INFO - Epoch [123][1740/2147] lr: 1.074e-01, eta: 5 days, 12:21:40, time: 1.637, data_time: 0.010, memory: 16628, top1_acc: 0.3772, top5_acc: 0.6205, loss_cls: 2.8007, loss: 2.8007, grad_norm: 2.0680 2021-01-24 00:10:45,847 - mmaction - INFO - Epoch [123][1760/2147] lr: 1.074e-01, eta: 5 days, 12:21:06, time: 1.600, data_time: 0.041, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6205, loss_cls: 2.8057, loss: 2.8057, grad_norm: 2.0710 2021-01-24 00:11:17,236 - mmaction - INFO - Epoch [123][1780/2147] lr: 1.074e-01, eta: 5 days, 12:20:30, time: 1.573, data_time: 0.011, memory: 16628, top1_acc: 0.3692, top5_acc: 0.6250, loss_cls: 2.8557, loss: 2.8557, grad_norm: 2.0575 2021-01-24 00:11:54,330 - mmaction - INFO - Epoch [123][1800/2147] lr: 1.074e-01, eta: 5 days, 12:19:59, time: 1.773, data_time: 0.003, memory: 16628, top1_acc: 0.3643, top5_acc: 0.6246, loss_cls: 2.8578, loss: 2.8578, grad_norm: 2.0314 2021-01-24 00:12:26,732 - mmaction - INFO - Epoch [123][1820/2147] lr: 1.074e-01, eta: 5 days, 12:19:27, time: 1.701, data_time: 0.085, memory: 16628, top1_acc: 0.3871, top5_acc: 0.6496, loss_cls: 2.7594, loss: 2.7594, grad_norm: 2.0546 2021-01-24 00:13:02,969 - mmaction - INFO - Epoch [123][1840/2147] lr: 1.074e-01, eta: 5 days, 12:18:56, time: 1.812, data_time: 0.004, memory: 16628, top1_acc: 0.3674, top5_acc: 0.6263, loss_cls: 2.8372, loss: 2.8372, grad_norm: 2.0644 2021-01-24 00:13:33,913 - mmaction - INFO - Epoch [123][1860/2147] lr: 1.074e-01, eta: 5 days, 12:18:20, time: 1.542, data_time: 0.007, memory: 16628, top1_acc: 0.3826, top5_acc: 0.6375, loss_cls: 2.7713, loss: 2.7713, grad_norm: 2.0499 2021-01-24 00:14:06,209 - mmaction - INFO - Epoch [123][1880/2147] lr: 1.074e-01, eta: 5 days, 12:17:46, time: 1.608, data_time: 0.008, memory: 16628, top1_acc: 0.3688, top5_acc: 0.6254, loss_cls: 2.8534, loss: 2.8534, grad_norm: 2.0465 2021-01-24 00:14:38,711 - mmaction - INFO - Epoch [123][1900/2147] lr: 1.074e-01, eta: 5 days, 12:17:12, time: 1.635, data_time: 0.016, memory: 16628, top1_acc: 0.3746, top5_acc: 0.6201, loss_cls: 2.8371, loss: 2.8371, grad_norm: 2.0362 2021-01-24 00:15:08,272 - mmaction - INFO - Epoch [123][1920/2147] lr: 1.074e-01, eta: 5 days, 12:16:34, time: 1.481, data_time: 0.008, memory: 16628, top1_acc: 0.3871, top5_acc: 0.6281, loss_cls: 2.7779, loss: 2.7779, grad_norm: 2.0585 2021-01-24 00:15:40,783 - mmaction - INFO - Epoch [123][1940/2147] lr: 1.074e-01, eta: 5 days, 12:16:00, time: 1.626, data_time: 0.006, memory: 16628, top1_acc: 0.3607, top5_acc: 0.6147, loss_cls: 2.9269, loss: 2.9269, grad_norm: 2.1360 2021-01-24 00:16:09,494 - mmaction - INFO - Epoch [123][1960/2147] lr: 1.074e-01, eta: 5 days, 12:15:22, time: 1.436, data_time: 0.003, memory: 16628, top1_acc: 0.3638, top5_acc: 0.6076, loss_cls: 2.9203, loss: 2.9203, grad_norm: 2.1191 2021-01-24 00:16:52,757 - mmaction - INFO - Epoch [123][1980/2147] lr: 1.074e-01, eta: 5 days, 12:14:59, time: 2.163, data_time: 0.009, memory: 16628, top1_acc: 0.3795, top5_acc: 0.6228, loss_cls: 2.8809, loss: 2.8809, grad_norm: 1.9705 2021-01-24 00:17:25,570 - mmaction - INFO - Epoch [123][2000/2147] lr: 1.074e-01, eta: 5 days, 12:14:25, time: 1.635, data_time: 0.003, memory: 16628, top1_acc: 0.3826, top5_acc: 0.6518, loss_cls: 2.7416, loss: 2.7416, grad_norm: 2.0324 2021-01-24 00:17:59,113 - mmaction - INFO - Epoch [123][2020/2147] lr: 1.074e-01, eta: 5 days, 12:13:52, time: 1.682, data_time: 0.011, memory: 16628, top1_acc: 0.3862, top5_acc: 0.6406, loss_cls: 2.8063, loss: 2.8063, grad_norm: 2.1649 2021-01-24 00:18:29,816 - mmaction - INFO - Epoch [123][2040/2147] lr: 1.074e-01, eta: 5 days, 12:13:16, time: 1.532, data_time: 0.002, memory: 16628, top1_acc: 0.3955, top5_acc: 0.6335, loss_cls: 2.7656, loss: 2.7656, grad_norm: 2.0681 2021-01-24 00:18:59,030 - mmaction - INFO - Epoch [123][2060/2147] lr: 1.074e-01, eta: 5 days, 12:12:38, time: 1.464, data_time: 0.008, memory: 16628, top1_acc: 0.3701, top5_acc: 0.6330, loss_cls: 2.7950, loss: 2.7950, grad_norm: 2.0984 2021-01-24 00:19:30,992 - mmaction - INFO - Epoch [123][2080/2147] lr: 1.074e-01, eta: 5 days, 12:12:03, time: 1.591, data_time: 0.002, memory: 16628, top1_acc: 0.3786, top5_acc: 0.6214, loss_cls: 2.8448, loss: 2.8448, grad_norm: 2.0829 2021-01-24 00:20:00,374 - mmaction - INFO - Epoch [123][2100/2147] lr: 1.074e-01, eta: 5 days, 12:11:26, time: 1.474, data_time: 0.012, memory: 16628, top1_acc: 0.3866, top5_acc: 0.6460, loss_cls: 2.7529, loss: 2.7529, grad_norm: 2.0663 2021-01-24 00:20:33,177 - mmaction - INFO - Epoch [123][2120/2147] lr: 1.074e-01, eta: 5 days, 12:10:52, time: 1.641, data_time: 0.010, memory: 16628, top1_acc: 0.3830, top5_acc: 0.6424, loss_cls: 2.7927, loss: 2.7927, grad_norm: 2.0456 2021-01-24 00:21:09,349 - mmaction - INFO - Epoch [123][2140/2147] lr: 1.074e-01, eta: 5 days, 12:10:22, time: 1.808, data_time: 0.333, memory: 16628, top1_acc: 0.3763, top5_acc: 0.6299, loss_cls: 2.7983, loss: 2.7983, grad_norm: 2.0981 2021-01-24 00:27:55,512 - mmaction - INFO - Epoch [124][20/2147] lr: 1.061e-01, eta: 5 days, 12:15:29, time: 18.536, data_time: 16.955, memory: 16628, top1_acc: 0.3795, top5_acc: 0.6607, loss_cls: 2.7008, loss: 2.7008, grad_norm: 2.0681 2021-01-24 00:28:25,178 - mmaction - INFO - Epoch [124][40/2147] lr: 1.061e-01, eta: 5 days, 12:14:52, time: 1.494, data_time: 0.017, memory: 16628, top1_acc: 0.3897, top5_acc: 0.6433, loss_cls: 2.7446, loss: 2.7446, grad_norm: 2.0660 2021-01-24 00:28:55,762 - mmaction - INFO - Epoch [124][60/2147] lr: 1.061e-01, eta: 5 days, 12:14:16, time: 1.526, data_time: 0.006, memory: 16628, top1_acc: 0.3879, top5_acc: 0.6330, loss_cls: 2.8041, loss: 2.8041, grad_norm: 2.0770 2021-01-24 00:29:24,671 - mmaction - INFO - Epoch [124][80/2147] lr: 1.061e-01, eta: 5 days, 12:13:37, time: 1.449, data_time: 0.007, memory: 16628, top1_acc: 0.3817, top5_acc: 0.6223, loss_cls: 2.8226, loss: 2.8226, grad_norm: 2.1037 2021-01-24 00:29:55,963 - mmaction - INFO - Epoch [124][100/2147] lr: 1.061e-01, eta: 5 days, 12:13:02, time: 1.565, data_time: 0.002, memory: 16628, top1_acc: 0.3772, top5_acc: 0.6295, loss_cls: 2.7967, loss: 2.7967, grad_norm: 2.1232 2021-01-24 00:30:25,091 - mmaction - INFO - Epoch [124][120/2147] lr: 1.061e-01, eta: 5 days, 12:12:24, time: 1.456, data_time: 0.008, memory: 16628, top1_acc: 0.3933, top5_acc: 0.6442, loss_cls: 2.7503, loss: 2.7503, grad_norm: 2.0833 2021-01-24 00:30:56,077 - mmaction - INFO - Epoch [124][140/2147] lr: 1.061e-01, eta: 5 days, 12:11:48, time: 1.541, data_time: 0.001, memory: 16628, top1_acc: 0.3996, top5_acc: 0.6478, loss_cls: 2.7160, loss: 2.7160, grad_norm: 2.1120 2021-01-24 00:31:27,357 - mmaction - INFO - Epoch [124][160/2147] lr: 1.061e-01, eta: 5 days, 12:11:12, time: 1.571, data_time: 0.012, memory: 16628, top1_acc: 0.3808, top5_acc: 0.6576, loss_cls: 2.6731, loss: 2.6731, grad_norm: 2.1292 2021-01-24 00:32:03,861 - mmaction - INFO - Epoch [124][180/2147] lr: 1.061e-01, eta: 5 days, 12:10:42, time: 1.824, data_time: 0.004, memory: 16628, top1_acc: 0.3804, top5_acc: 0.6196, loss_cls: 2.8050, loss: 2.8050, grad_norm: 2.1255 2021-01-24 00:32:35,401 - mmaction - INFO - Epoch [124][200/2147] lr: 1.061e-01, eta: 5 days, 12:10:07, time: 1.570, data_time: 0.007, memory: 16628, top1_acc: 0.4094, top5_acc: 0.6478, loss_cls: 2.7351, loss: 2.7351, grad_norm: 2.0370 2021-01-24 00:33:04,458 - mmaction - INFO - Epoch [124][220/2147] lr: 1.061e-01, eta: 5 days, 12:09:29, time: 1.459, data_time: 0.012, memory: 16628, top1_acc: 0.3732, top5_acc: 0.6228, loss_cls: 2.8616, loss: 2.8616, grad_norm: 2.0977 2021-01-24 00:33:35,537 - mmaction - INFO - Epoch [124][240/2147] lr: 1.061e-01, eta: 5 days, 12:08:53, time: 1.555, data_time: 0.004, memory: 16628, top1_acc: 0.3705, top5_acc: 0.6455, loss_cls: 2.7408, loss: 2.7408, grad_norm: 2.1086 2021-01-24 00:34:06,582 - mmaction - INFO - Epoch [124][260/2147] lr: 1.061e-01, eta: 5 days, 12:08:17, time: 1.545, data_time: 0.006, memory: 16628, top1_acc: 0.3839, top5_acc: 0.6451, loss_cls: 2.7359, loss: 2.7359, grad_norm: 2.1195 2021-01-24 00:34:36,247 - mmaction - INFO - Epoch [124][280/2147] lr: 1.061e-01, eta: 5 days, 12:07:40, time: 1.491, data_time: 0.024, memory: 16628, top1_acc: 0.3862, top5_acc: 0.6219, loss_cls: 2.8149, loss: 2.8149, grad_norm: 2.1151 2021-01-24 00:35:18,578 - mmaction - INFO - Epoch [124][300/2147] lr: 1.061e-01, eta: 5 days, 12:07:16, time: 2.105, data_time: 0.004, memory: 16628, top1_acc: 0.3781, top5_acc: 0.6241, loss_cls: 2.7941, loss: 2.7941, grad_norm: 2.0860 2021-01-24 00:35:48,011 - mmaction - INFO - Epoch [124][320/2147] lr: 1.061e-01, eta: 5 days, 12:06:39, time: 1.484, data_time: 0.021, memory: 16628, top1_acc: 0.3696, top5_acc: 0.6286, loss_cls: 2.8115, loss: 2.8115, grad_norm: 2.1038 2021-01-24 00:36:19,444 - mmaction - INFO - Epoch [124][340/2147] lr: 1.061e-01, eta: 5 days, 12:06:03, time: 1.558, data_time: 0.004, memory: 16628, top1_acc: 0.3518, top5_acc: 0.6201, loss_cls: 2.8928, loss: 2.8928, grad_norm: 2.1137 2021-01-24 00:36:58,413 - mmaction - INFO - Epoch [124][360/2147] lr: 1.061e-01, eta: 5 days, 12:05:36, time: 1.952, data_time: 0.026, memory: 16628, top1_acc: 0.3750, top5_acc: 0.6446, loss_cls: 2.8379, loss: 2.8379, grad_norm: 2.0898 2021-01-24 00:37:30,405 - mmaction - INFO - Epoch [124][380/2147] lr: 1.061e-01, eta: 5 days, 12:05:01, time: 1.605, data_time: 0.018, memory: 16628, top1_acc: 0.3688, top5_acc: 0.6272, loss_cls: 2.8305, loss: 2.8305, grad_norm: 2.0696 2021-01-24 00:38:00,330 - mmaction - INFO - Epoch [124][400/2147] lr: 1.061e-01, eta: 5 days, 12:04:24, time: 1.500, data_time: 0.014, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6312, loss_cls: 2.7899, loss: 2.7899, grad_norm: 2.0315 2021-01-24 00:38:35,490 - mmaction - INFO - Epoch [124][420/2147] lr: 1.061e-01, eta: 5 days, 12:03:53, time: 1.748, data_time: 0.003, memory: 16628, top1_acc: 0.3987, top5_acc: 0.6513, loss_cls: 2.6910, loss: 2.6910, grad_norm: 2.0674 2021-01-24 00:39:08,060 - mmaction - INFO - Epoch [124][440/2147] lr: 1.061e-01, eta: 5 days, 12:03:19, time: 1.630, data_time: 0.015, memory: 16628, top1_acc: 0.3638, top5_acc: 0.6371, loss_cls: 2.8348, loss: 2.8348, grad_norm: 2.1546 2021-01-24 00:39:51,279 - mmaction - INFO - Epoch [124][460/2147] lr: 1.061e-01, eta: 5 days, 12:02:56, time: 2.162, data_time: 0.014, memory: 16628, top1_acc: 0.3696, top5_acc: 0.6406, loss_cls: 2.7800, loss: 2.7800, grad_norm: 2.0292 2021-01-24 00:40:23,735 - mmaction - INFO - Epoch [124][480/2147] lr: 1.061e-01, eta: 5 days, 12:02:22, time: 1.627, data_time: 0.013, memory: 16628, top1_acc: 0.3920, top5_acc: 0.6348, loss_cls: 2.7856, loss: 2.7856, grad_norm: 2.0227 2021-01-24 00:40:53,438 - mmaction - INFO - Epoch [124][500/2147] lr: 1.061e-01, eta: 5 days, 12:01:45, time: 1.485, data_time: 0.015, memory: 16628, top1_acc: 0.3848, top5_acc: 0.6362, loss_cls: 2.7583, loss: 2.7583, grad_norm: 2.0563 2021-01-24 00:41:23,701 - mmaction - INFO - Epoch [124][520/2147] lr: 1.061e-01, eta: 5 days, 12:01:08, time: 1.510, data_time: 0.009, memory: 16628, top1_acc: 0.3862, top5_acc: 0.6442, loss_cls: 2.7282, loss: 2.7282, grad_norm: 2.0175 2021-01-24 00:41:55,155 - mmaction - INFO - Epoch [124][540/2147] lr: 1.061e-01, eta: 5 days, 12:00:32, time: 1.568, data_time: 0.010, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6339, loss_cls: 2.7788, loss: 2.7788, grad_norm: 2.0900 2021-01-24 00:42:24,378 - mmaction - INFO - Epoch [124][560/2147] lr: 1.061e-01, eta: 5 days, 11:59:55, time: 1.466, data_time: 0.014, memory: 16628, top1_acc: 0.4022, top5_acc: 0.6464, loss_cls: 2.7219, loss: 2.7219, grad_norm: 2.0757 2021-01-24 00:42:56,587 - mmaction - INFO - Epoch [124][580/2147] lr: 1.061e-01, eta: 5 days, 11:59:20, time: 1.614, data_time: 0.013, memory: 16628, top1_acc: 0.3897, top5_acc: 0.6446, loss_cls: 2.7524, loss: 2.7524, grad_norm: 2.0359 2021-01-24 00:43:31,950 - mmaction - INFO - Epoch [124][600/2147] lr: 1.061e-01, eta: 5 days, 11:58:49, time: 1.770, data_time: 0.018, memory: 16628, top1_acc: 0.3821, top5_acc: 0.6362, loss_cls: 2.7856, loss: 2.7856, grad_norm: 2.0666 2021-01-24 00:44:02,977 - mmaction - INFO - Epoch [124][620/2147] lr: 1.061e-01, eta: 5 days, 11:58:13, time: 1.548, data_time: 0.008, memory: 16628, top1_acc: 0.3879, top5_acc: 0.6558, loss_cls: 2.7440, loss: 2.7440, grad_norm: 2.0604 2021-01-24 00:44:34,042 - mmaction - INFO - Epoch [124][640/2147] lr: 1.061e-01, eta: 5 days, 11:57:37, time: 1.552, data_time: 0.008, memory: 16628, top1_acc: 0.3768, top5_acc: 0.6379, loss_cls: 2.7635, loss: 2.7635, grad_norm: 2.1259 2021-01-24 00:45:05,149 - mmaction - INFO - Epoch [124][660/2147] lr: 1.061e-01, eta: 5 days, 11:57:02, time: 1.559, data_time: 0.008, memory: 16628, top1_acc: 0.3804, top5_acc: 0.6393, loss_cls: 2.7876, loss: 2.7876, grad_norm: 2.0800 2021-01-24 00:45:33,988 - mmaction - INFO - Epoch [124][680/2147] lr: 1.061e-01, eta: 5 days, 11:56:23, time: 1.443, data_time: 0.006, memory: 16628, top1_acc: 0.3799, top5_acc: 0.6335, loss_cls: 2.7614, loss: 2.7614, grad_norm: 2.0717 2021-01-24 00:46:05,490 - mmaction - INFO - Epoch [124][700/2147] lr: 1.061e-01, eta: 5 days, 11:55:48, time: 1.576, data_time: 0.005, memory: 16628, top1_acc: 0.3808, top5_acc: 0.6379, loss_cls: 2.7902, loss: 2.7902, grad_norm: 2.1214 2021-01-24 00:46:34,817 - mmaction - INFO - Epoch [124][720/2147] lr: 1.061e-01, eta: 5 days, 11:55:10, time: 1.466, data_time: 0.006, memory: 16628, top1_acc: 0.3692, top5_acc: 0.6379, loss_cls: 2.8171, loss: 2.8171, grad_norm: 2.1212 2021-01-24 00:47:06,172 - mmaction - INFO - Epoch [124][740/2147] lr: 1.061e-01, eta: 5 days, 11:54:35, time: 1.565, data_time: 0.027, memory: 16628, top1_acc: 0.3571, top5_acc: 0.6179, loss_cls: 2.8821, loss: 2.8821, grad_norm: 2.1147 2021-01-24 00:47:39,014 - mmaction - INFO - Epoch [124][760/2147] lr: 1.061e-01, eta: 5 days, 11:54:01, time: 1.645, data_time: 0.008, memory: 16628, top1_acc: 0.3830, top5_acc: 0.6326, loss_cls: 2.7571, loss: 2.7571, grad_norm: 2.0379 2021-01-24 00:48:09,845 - mmaction - INFO - Epoch [124][780/2147] lr: 1.061e-01, eta: 5 days, 11:53:25, time: 1.540, data_time: 0.006, memory: 16628, top1_acc: 0.3616, top5_acc: 0.6344, loss_cls: 2.8210, loss: 2.8210, grad_norm: 2.0912 2021-01-24 00:48:39,301 - mmaction - INFO - Epoch [124][800/2147] lr: 1.061e-01, eta: 5 days, 11:52:47, time: 1.469, data_time: 0.003, memory: 16628, top1_acc: 0.3888, top5_acc: 0.6210, loss_cls: 2.8097, loss: 2.8097, grad_norm: 2.1045 2021-01-24 00:49:10,616 - mmaction - INFO - Epoch [124][820/2147] lr: 1.061e-01, eta: 5 days, 11:52:12, time: 1.568, data_time: 0.007, memory: 16628, top1_acc: 0.3996, top5_acc: 0.6348, loss_cls: 2.7639, loss: 2.7639, grad_norm: 2.0783 2021-01-24 00:49:39,741 - mmaction - INFO - Epoch [124][840/2147] lr: 1.061e-01, eta: 5 days, 11:51:34, time: 1.459, data_time: 0.008, memory: 16628, top1_acc: 0.3897, top5_acc: 0.6536, loss_cls: 2.7390, loss: 2.7390, grad_norm: 2.0592 2021-01-24 00:50:08,923 - mmaction - INFO - Epoch [124][860/2147] lr: 1.061e-01, eta: 5 days, 11:50:56, time: 1.455, data_time: 0.010, memory: 16628, top1_acc: 0.3808, top5_acc: 0.6433, loss_cls: 2.7527, loss: 2.7527, grad_norm: 2.0886 2021-01-24 00:50:40,088 - mmaction - INFO - Epoch [124][880/2147] lr: 1.061e-01, eta: 5 days, 11:50:20, time: 1.559, data_time: 0.007, memory: 16628, top1_acc: 0.3844, top5_acc: 0.6312, loss_cls: 2.7869, loss: 2.7869, grad_norm: 2.0844 2021-01-24 00:51:11,803 - mmaction - INFO - Epoch [124][900/2147] lr: 1.061e-01, eta: 5 days, 11:49:45, time: 1.588, data_time: 0.007, memory: 16628, top1_acc: 0.3812, top5_acc: 0.6513, loss_cls: 2.7335, loss: 2.7335, grad_norm: 2.0493 2021-01-24 00:51:49,868 - mmaction - INFO - Epoch [124][920/2147] lr: 1.061e-01, eta: 5 days, 11:49:17, time: 1.901, data_time: 0.150, memory: 16628, top1_acc: 0.3696, top5_acc: 0.6129, loss_cls: 2.8291, loss: 2.8291, grad_norm: 2.1116 2021-01-24 00:52:20,885 - mmaction - INFO - Epoch [124][940/2147] lr: 1.061e-01, eta: 5 days, 11:48:41, time: 1.553, data_time: 0.005, memory: 16628, top1_acc: 0.3687, top5_acc: 0.6210, loss_cls: 2.8806, loss: 2.8806, grad_norm: 2.1008 2021-01-24 00:52:50,512 - mmaction - INFO - Epoch [124][960/2147] lr: 1.061e-01, eta: 5 days, 11:48:04, time: 1.480, data_time: 0.003, memory: 16628, top1_acc: 0.3750, top5_acc: 0.6402, loss_cls: 2.7762, loss: 2.7762, grad_norm: 2.0830 2021-01-24 00:53:19,538 - mmaction - INFO - Epoch [124][980/2147] lr: 1.061e-01, eta: 5 days, 11:47:26, time: 1.450, data_time: 0.004, memory: 16628, top1_acc: 0.3379, top5_acc: 0.6103, loss_cls: 2.9287, loss: 2.9287, grad_norm: 2.1018 2021-01-24 00:53:49,927 - mmaction - INFO - Epoch [124][1000/2147] lr: 1.061e-01, eta: 5 days, 11:46:49, time: 1.520, data_time: 0.006, memory: 16628, top1_acc: 0.3879, top5_acc: 0.6326, loss_cls: 2.8167, loss: 2.8167, grad_norm: 2.0416 2021-01-24 00:54:27,077 - mmaction - INFO - Epoch [124][1020/2147] lr: 1.061e-01, eta: 5 days, 11:46:20, time: 1.856, data_time: 0.007, memory: 16628, top1_acc: 0.3754, top5_acc: 0.6344, loss_cls: 2.7869, loss: 2.7869, grad_norm: 2.1050 2021-01-24 00:54:56,066 - mmaction - INFO - Epoch [124][1040/2147] lr: 1.061e-01, eta: 5 days, 11:45:42, time: 1.453, data_time: 0.005, memory: 16628, top1_acc: 0.3741, top5_acc: 0.6147, loss_cls: 2.9160, loss: 2.9160, grad_norm: 2.1260 2021-01-24 00:55:31,038 - mmaction - INFO - Epoch [124][1060/2147] lr: 1.061e-01, eta: 5 days, 11:45:11, time: 1.745, data_time: 0.004, memory: 16628, top1_acc: 0.3576, top5_acc: 0.6205, loss_cls: 2.9118, loss: 2.9118, grad_norm: 2.0485 2021-01-24 00:56:01,667 - mmaction - INFO - Epoch [124][1080/2147] lr: 1.061e-01, eta: 5 days, 11:44:34, time: 1.519, data_time: 0.015, memory: 16628, top1_acc: 0.3741, top5_acc: 0.6272, loss_cls: 2.8253, loss: 2.8253, grad_norm: 2.0309 2021-01-24 00:56:37,185 - mmaction - INFO - Epoch [124][1100/2147] lr: 1.061e-01, eta: 5 days, 11:44:03, time: 1.753, data_time: 0.022, memory: 16628, top1_acc: 0.3621, top5_acc: 0.6143, loss_cls: 2.8711, loss: 2.8711, grad_norm: 2.0437 2021-01-24 00:57:12,554 - mmaction - INFO - Epoch [124][1120/2147] lr: 1.061e-01, eta: 5 days, 11:43:32, time: 1.804, data_time: 0.137, memory: 16628, top1_acc: 0.3795, top5_acc: 0.6335, loss_cls: 2.7902, loss: 2.7902, grad_norm: 2.0678 2021-01-24 00:57:44,347 - mmaction - INFO - Epoch [124][1140/2147] lr: 1.061e-01, eta: 5 days, 11:42:57, time: 1.582, data_time: 0.007, memory: 16628, top1_acc: 0.3674, top5_acc: 0.6286, loss_cls: 2.8373, loss: 2.8373, grad_norm: 1.9917 2021-01-24 00:58:27,315 - mmaction - INFO - Epoch [124][1160/2147] lr: 1.061e-01, eta: 5 days, 11:42:34, time: 2.151, data_time: 0.016, memory: 16628, top1_acc: 0.3915, top5_acc: 0.6576, loss_cls: 2.6864, loss: 2.6864, grad_norm: 2.0346 2021-01-24 00:59:08,475 - mmaction - INFO - Epoch [124][1180/2147] lr: 1.061e-01, eta: 5 days, 11:42:07, time: 1.963, data_time: 0.010, memory: 16628, top1_acc: 0.3853, top5_acc: 0.6558, loss_cls: 2.6875, loss: 2.6875, grad_norm: 2.0473 2021-01-24 00:59:40,375 - mmaction - INFO - Epoch [124][1200/2147] lr: 1.061e-01, eta: 5 days, 11:41:34, time: 1.690, data_time: 0.105, memory: 16628, top1_acc: 0.3607, top5_acc: 0.6138, loss_cls: 2.8544, loss: 2.8544, grad_norm: 2.0856 2021-01-24 01:00:11,770 - mmaction - INFO - Epoch [124][1220/2147] lr: 1.061e-01, eta: 5 days, 11:40:59, time: 1.565, data_time: 0.017, memory: 16628, top1_acc: 0.3781, top5_acc: 0.6344, loss_cls: 2.8439, loss: 2.8439, grad_norm: 2.1257 2021-01-24 01:00:41,707 - mmaction - INFO - Epoch [124][1240/2147] lr: 1.061e-01, eta: 5 days, 11:40:22, time: 1.505, data_time: 0.035, memory: 16628, top1_acc: 0.3857, top5_acc: 0.6232, loss_cls: 2.8088, loss: 2.8088, grad_norm: 2.0820 2021-01-24 01:01:10,811 - mmaction - INFO - Epoch [124][1260/2147] lr: 1.061e-01, eta: 5 days, 11:39:44, time: 1.455, data_time: 0.016, memory: 16628, top1_acc: 0.3763, top5_acc: 0.6312, loss_cls: 2.8550, loss: 2.8550, grad_norm: 2.1083 2021-01-24 01:01:42,234 - mmaction - INFO - Epoch [124][1280/2147] lr: 1.061e-01, eta: 5 days, 11:39:07, time: 1.521, data_time: 0.008, memory: 16628, top1_acc: 0.3737, top5_acc: 0.6152, loss_cls: 2.8571, loss: 2.8571, grad_norm: 2.0575 2021-01-24 01:02:14,267 - mmaction - INFO - Epoch [124][1300/2147] lr: 1.061e-01, eta: 5 days, 11:38:34, time: 1.651, data_time: 0.060, memory: 16628, top1_acc: 0.3875, top5_acc: 0.6326, loss_cls: 2.8002, loss: 2.8002, grad_norm: 2.0544 2021-01-24 01:02:47,106 - mmaction - INFO - Epoch [124][1320/2147] lr: 1.061e-01, eta: 5 days, 11:38:00, time: 1.634, data_time: 0.011, memory: 16628, top1_acc: 0.3786, top5_acc: 0.6290, loss_cls: 2.7786, loss: 2.7786, grad_norm: 2.0543 2021-01-24 01:03:18,579 - mmaction - INFO - Epoch [124][1340/2147] lr: 1.061e-01, eta: 5 days, 11:37:24, time: 1.585, data_time: 0.016, memory: 16628, top1_acc: 0.3781, top5_acc: 0.6277, loss_cls: 2.8264, loss: 2.8264, grad_norm: 2.0658 2021-01-24 01:03:47,246 - mmaction - INFO - Epoch [124][1360/2147] lr: 1.061e-01, eta: 5 days, 11:36:46, time: 1.432, data_time: 0.005, memory: 16628, top1_acc: 0.3777, top5_acc: 0.6411, loss_cls: 2.7561, loss: 2.7561, grad_norm: 2.0801 2021-01-24 01:04:18,080 - mmaction - INFO - Epoch [124][1380/2147] lr: 1.061e-01, eta: 5 days, 11:36:10, time: 1.541, data_time: 0.004, memory: 16628, top1_acc: 0.3710, top5_acc: 0.6223, loss_cls: 2.8421, loss: 2.8421, grad_norm: 2.1106 2021-01-24 01:04:47,014 - mmaction - INFO - Epoch [124][1400/2147] lr: 1.061e-01, eta: 5 days, 11:35:32, time: 1.449, data_time: 0.007, memory: 16628, top1_acc: 0.3598, top5_acc: 0.6321, loss_cls: 2.8168, loss: 2.8168, grad_norm: 2.0821 2021-01-24 01:05:16,430 - mmaction - INFO - Epoch [124][1420/2147] lr: 1.061e-01, eta: 5 days, 11:34:54, time: 1.469, data_time: 0.003, memory: 16628, top1_acc: 0.3737, top5_acc: 0.6357, loss_cls: 2.8111, loss: 2.8111, grad_norm: 2.1041 2021-01-24 01:05:45,525 - mmaction - INFO - Epoch [124][1440/2147] lr: 1.061e-01, eta: 5 days, 11:34:17, time: 1.453, data_time: 0.004, memory: 16628, top1_acc: 0.3746, top5_acc: 0.6263, loss_cls: 2.8457, loss: 2.8457, grad_norm: 2.0692 2021-01-24 01:06:14,251 - mmaction - INFO - Epoch [124][1460/2147] lr: 1.061e-01, eta: 5 days, 11:33:38, time: 1.440, data_time: 0.007, memory: 16628, top1_acc: 0.3902, top5_acc: 0.6455, loss_cls: 2.7247, loss: 2.7247, grad_norm: 2.0660 2021-01-24 01:06:51,855 - mmaction - INFO - Epoch [124][1480/2147] lr: 1.061e-01, eta: 5 days, 11:33:09, time: 1.870, data_time: 0.006, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6138, loss_cls: 2.8594, loss: 2.8594, grad_norm: 2.0646 2021-01-24 01:07:20,627 - mmaction - INFO - Epoch [124][1500/2147] lr: 1.061e-01, eta: 5 days, 11:32:31, time: 1.449, data_time: 0.018, memory: 16628, top1_acc: 0.3826, top5_acc: 0.6286, loss_cls: 2.7676, loss: 2.7676, grad_norm: 2.0456 2021-01-24 01:07:49,786 - mmaction - INFO - Epoch [124][1520/2147] lr: 1.061e-01, eta: 5 days, 11:31:54, time: 1.457, data_time: 0.005, memory: 16628, top1_acc: 0.3853, top5_acc: 0.6411, loss_cls: 2.7749, loss: 2.7749, grad_norm: 2.0864 2021-01-24 01:08:19,618 - mmaction - INFO - Epoch [124][1540/2147] lr: 1.061e-01, eta: 5 days, 11:31:16, time: 1.489, data_time: 0.002, memory: 16628, top1_acc: 0.3969, top5_acc: 0.6478, loss_cls: 2.7219, loss: 2.7219, grad_norm: 2.0752 2021-01-24 01:08:48,617 - mmaction - INFO - Epoch [124][1560/2147] lr: 1.061e-01, eta: 5 days, 11:30:38, time: 1.452, data_time: 0.007, memory: 16628, top1_acc: 0.4000, top5_acc: 0.6415, loss_cls: 2.7129, loss: 2.7129, grad_norm: 2.0685 2021-01-24 01:09:17,566 - mmaction - INFO - Epoch [124][1580/2147] lr: 1.061e-01, eta: 5 days, 11:30:00, time: 1.448, data_time: 0.009, memory: 16628, top1_acc: 0.3902, top5_acc: 0.6362, loss_cls: 2.7662, loss: 2.7662, grad_norm: 2.0783 2021-01-24 01:09:48,445 - mmaction - INFO - Epoch [124][1600/2147] lr: 1.061e-01, eta: 5 days, 11:29:24, time: 1.544, data_time: 0.002, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6286, loss_cls: 2.8119, loss: 2.8119, grad_norm: 2.0919 2021-01-24 01:10:19,704 - mmaction - INFO - Epoch [124][1620/2147] lr: 1.061e-01, eta: 5 days, 11:28:49, time: 1.556, data_time: 0.011, memory: 16628, top1_acc: 0.3768, top5_acc: 0.6335, loss_cls: 2.8290, loss: 2.8290, grad_norm: 2.0758 2021-01-24 01:10:49,186 - mmaction - INFO - Epoch [124][1640/2147] lr: 1.061e-01, eta: 5 days, 11:28:11, time: 1.477, data_time: 0.010, memory: 16628, top1_acc: 0.3750, top5_acc: 0.6254, loss_cls: 2.8268, loss: 2.8268, grad_norm: 2.0996 2021-01-24 01:11:19,437 - mmaction - INFO - Epoch [124][1660/2147] lr: 1.061e-01, eta: 5 days, 11:27:35, time: 1.516, data_time: 0.006, memory: 16628, top1_acc: 0.3812, top5_acc: 0.6406, loss_cls: 2.7675, loss: 2.7675, grad_norm: 2.0628 2021-01-24 01:12:06,080 - mmaction - INFO - Epoch [124][1680/2147] lr: 1.061e-01, eta: 5 days, 11:27:16, time: 2.330, data_time: 0.008, memory: 16628, top1_acc: 0.3728, top5_acc: 0.6362, loss_cls: 2.7776, loss: 2.7776, grad_norm: 2.0662 2021-01-24 01:12:35,031 - mmaction - INFO - Epoch [124][1700/2147] lr: 1.061e-01, eta: 5 days, 11:26:38, time: 1.450, data_time: 0.006, memory: 16628, top1_acc: 0.3754, top5_acc: 0.6299, loss_cls: 2.8058, loss: 2.8058, grad_norm: 2.0763 2021-01-24 01:13:05,834 - mmaction - INFO - Epoch [124][1720/2147] lr: 1.061e-01, eta: 5 days, 11:26:01, time: 1.537, data_time: 0.007, memory: 16628, top1_acc: 0.3808, top5_acc: 0.6353, loss_cls: 2.7733, loss: 2.7733, grad_norm: 2.1061 2021-01-24 01:13:35,131 - mmaction - INFO - Epoch [124][1740/2147] lr: 1.061e-01, eta: 5 days, 11:25:24, time: 1.466, data_time: 0.006, memory: 16628, top1_acc: 0.3821, top5_acc: 0.6214, loss_cls: 2.7933, loss: 2.7933, grad_norm: 2.0634 2021-01-24 01:14:04,974 - mmaction - INFO - Epoch [124][1760/2147] lr: 1.061e-01, eta: 5 days, 11:24:47, time: 1.494, data_time: 0.004, memory: 16628, top1_acc: 0.3661, top5_acc: 0.6335, loss_cls: 2.8516, loss: 2.8516, grad_norm: 2.1038 2021-01-24 01:14:34,669 - mmaction - INFO - Epoch [124][1780/2147] lr: 1.061e-01, eta: 5 days, 11:24:10, time: 1.485, data_time: 0.002, memory: 16628, top1_acc: 0.3924, top5_acc: 0.6415, loss_cls: 2.7576, loss: 2.7576, grad_norm: 2.0560 2021-01-24 01:15:03,364 - mmaction - INFO - Epoch [124][1800/2147] lr: 1.061e-01, eta: 5 days, 11:23:31, time: 1.435, data_time: 0.004, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6228, loss_cls: 2.8134, loss: 2.8134, grad_norm: 2.0964 2021-01-24 01:15:32,288 - mmaction - INFO - Epoch [124][1820/2147] lr: 1.061e-01, eta: 5 days, 11:22:53, time: 1.446, data_time: 0.002, memory: 16628, top1_acc: 0.3839, top5_acc: 0.6442, loss_cls: 2.7755, loss: 2.7755, grad_norm: 2.0874 2021-01-24 01:16:02,740 - mmaction - INFO - Epoch [124][1840/2147] lr: 1.061e-01, eta: 5 days, 11:22:17, time: 1.521, data_time: 0.004, memory: 16628, top1_acc: 0.3790, top5_acc: 0.6487, loss_cls: 2.7252, loss: 2.7252, grad_norm: 2.0620 2021-01-24 01:16:31,513 - mmaction - INFO - Epoch [124][1860/2147] lr: 1.061e-01, eta: 5 days, 11:21:39, time: 1.442, data_time: 0.008, memory: 16628, top1_acc: 0.3902, top5_acc: 0.6344, loss_cls: 2.7879, loss: 2.7879, grad_norm: 2.0620 2021-01-24 01:17:07,003 - mmaction - INFO - Epoch [124][1880/2147] lr: 1.061e-01, eta: 5 days, 11:21:08, time: 1.773, data_time: 0.003, memory: 16628, top1_acc: 0.3661, top5_acc: 0.6379, loss_cls: 2.8315, loss: 2.8315, grad_norm: 2.0816 2021-01-24 01:17:36,393 - mmaction - INFO - Epoch [124][1900/2147] lr: 1.061e-01, eta: 5 days, 11:20:30, time: 1.471, data_time: 0.009, memory: 16628, top1_acc: 0.3978, top5_acc: 0.6487, loss_cls: 2.7225, loss: 2.7225, grad_norm: 2.0250 2021-01-24 01:18:11,162 - mmaction - INFO - Epoch [124][1920/2147] lr: 1.061e-01, eta: 5 days, 11:19:58, time: 1.732, data_time: 0.002, memory: 16628, top1_acc: 0.3638, top5_acc: 0.6228, loss_cls: 2.8162, loss: 2.8162, grad_norm: 2.1144 2021-01-24 01:18:40,303 - mmaction - INFO - Epoch [124][1940/2147] lr: 1.061e-01, eta: 5 days, 11:19:20, time: 1.463, data_time: 0.009, memory: 16628, top1_acc: 0.3821, top5_acc: 0.6393, loss_cls: 2.7544, loss: 2.7544, grad_norm: 2.0545 2021-01-24 01:19:09,985 - mmaction - INFO - Epoch [124][1960/2147] lr: 1.061e-01, eta: 5 days, 11:18:43, time: 1.483, data_time: 0.003, memory: 16628, top1_acc: 0.3844, top5_acc: 0.6464, loss_cls: 2.7841, loss: 2.7841, grad_norm: 2.0638 2021-01-24 01:19:40,231 - mmaction - INFO - Epoch [124][1980/2147] lr: 1.061e-01, eta: 5 days, 11:18:06, time: 1.500, data_time: 0.011, memory: 16628, top1_acc: 0.3862, top5_acc: 0.6464, loss_cls: 2.7532, loss: 2.7532, grad_norm: 2.0912 2021-01-24 01:20:18,327 - mmaction - INFO - Epoch [124][2000/2147] lr: 1.061e-01, eta: 5 days, 11:17:38, time: 1.917, data_time: 0.017, memory: 16628, top1_acc: 0.3835, top5_acc: 0.6295, loss_cls: 2.7749, loss: 2.7749, grad_norm: 2.1332 2021-01-24 01:20:47,963 - mmaction - INFO - Epoch [124][2020/2147] lr: 1.061e-01, eta: 5 days, 11:17:01, time: 1.480, data_time: 0.012, memory: 16628, top1_acc: 0.3817, top5_acc: 0.6286, loss_cls: 2.8154, loss: 2.8154, grad_norm: 2.1566 2021-01-24 01:21:20,488 - mmaction - INFO - Epoch [124][2040/2147] lr: 1.061e-01, eta: 5 days, 11:16:27, time: 1.630, data_time: 0.007, memory: 16628, top1_acc: 0.3665, top5_acc: 0.6317, loss_cls: 2.8018, loss: 2.8018, grad_norm: 2.0963 2021-01-24 01:21:59,350 - mmaction - INFO - Epoch [124][2060/2147] lr: 1.061e-01, eta: 5 days, 11:15:59, time: 1.936, data_time: 0.003, memory: 16628, top1_acc: 0.3866, top5_acc: 0.6442, loss_cls: 2.8016, loss: 2.8016, grad_norm: 2.0521 2021-01-24 01:22:30,296 - mmaction - INFO - Epoch [124][2080/2147] lr: 1.061e-01, eta: 5 days, 11:15:23, time: 1.544, data_time: 0.012, memory: 16628, top1_acc: 0.4107, top5_acc: 0.6576, loss_cls: 2.6499, loss: 2.6499, grad_norm: 2.0706 2021-01-24 01:23:12,081 - mmaction - INFO - Epoch [124][2100/2147] lr: 1.061e-01, eta: 5 days, 11:14:59, time: 2.092, data_time: 0.020, memory: 16628, top1_acc: 0.3759, top5_acc: 0.6232, loss_cls: 2.8523, loss: 2.8523, grad_norm: 2.1476 2021-01-24 01:23:44,423 - mmaction - INFO - Epoch [124][2120/2147] lr: 1.061e-01, eta: 5 days, 11:14:25, time: 1.624, data_time: 0.019, memory: 16628, top1_acc: 0.3808, top5_acc: 0.6411, loss_cls: 2.8304, loss: 2.8304, grad_norm: 2.1038 2021-01-24 01:24:14,624 - mmaction - INFO - Epoch [124][2140/2147] lr: 1.061e-01, eta: 5 days, 11:13:48, time: 1.509, data_time: 0.014, memory: 16628, top1_acc: 0.3951, top5_acc: 0.6237, loss_cls: 2.7947, loss: 2.7947, grad_norm: 2.0736 2021-01-24 01:24:48,841 - mmaction - INFO - Saving checkpoint at 124 epochs 2021-01-24 01:31:09,893 - mmaction - INFO - Epoch [125][20/2147] lr: 1.049e-01, eta: 5 days, 11:18:58, time: 18.944, data_time: 17.261, memory: 16628, top1_acc: 0.3946, top5_acc: 0.6469, loss_cls: 2.7311, loss: 2.7311, grad_norm: 2.0857 2021-01-24 01:31:38,829 - mmaction - INFO - Epoch [125][40/2147] lr: 1.049e-01, eta: 5 days, 11:18:20, time: 1.452, data_time: 0.014, memory: 16628, top1_acc: 0.3804, top5_acc: 0.6286, loss_cls: 2.7739, loss: 2.7739, grad_norm: 2.1074 2021-01-24 01:32:19,213 - mmaction - INFO - Epoch [125][60/2147] lr: 1.049e-01, eta: 5 days, 11:17:54, time: 2.019, data_time: 0.007, memory: 16628, top1_acc: 0.3879, top5_acc: 0.6321, loss_cls: 2.8035, loss: 2.8035, grad_norm: 2.1028 2021-01-24 01:33:00,230 - mmaction - INFO - Epoch [125][80/2147] lr: 1.049e-01, eta: 5 days, 11:17:29, time: 2.041, data_time: 0.005, memory: 16628, top1_acc: 0.3964, top5_acc: 0.6402, loss_cls: 2.7527, loss: 2.7527, grad_norm: 2.0378 2021-01-24 01:33:31,423 - mmaction - INFO - Epoch [125][100/2147] lr: 1.049e-01, eta: 5 days, 11:16:52, time: 1.516, data_time: 0.016, memory: 16628, top1_acc: 0.4112, top5_acc: 0.6536, loss_cls: 2.6770, loss: 2.6770, grad_norm: 2.0313 2021-01-24 01:34:00,759 - mmaction - INFO - Epoch [125][120/2147] lr: 1.049e-01, eta: 5 days, 11:16:16, time: 1.519, data_time: 0.058, memory: 16628, top1_acc: 0.3795, top5_acc: 0.6473, loss_cls: 2.7704, loss: 2.7704, grad_norm: 2.1100 2021-01-24 01:34:30,516 - mmaction - INFO - Epoch [125][140/2147] lr: 1.049e-01, eta: 5 days, 11:15:39, time: 1.489, data_time: 0.007, memory: 16628, top1_acc: 0.3875, top5_acc: 0.6366, loss_cls: 2.7578, loss: 2.7578, grad_norm: 2.0555 2021-01-24 01:35:16,328 - mmaction - INFO - Epoch [125][160/2147] lr: 1.049e-01, eta: 5 days, 11:15:18, time: 2.286, data_time: 0.007, memory: 16628, top1_acc: 0.3799, top5_acc: 0.6357, loss_cls: 2.8069, loss: 2.8069, grad_norm: 2.0846 2021-01-24 01:35:45,968 - mmaction - INFO - Epoch [125][180/2147] lr: 1.049e-01, eta: 5 days, 11:14:41, time: 1.485, data_time: 0.010, memory: 16628, top1_acc: 0.3911, top5_acc: 0.6321, loss_cls: 2.7899, loss: 2.7899, grad_norm: 2.0655 2021-01-24 01:36:17,888 - mmaction - INFO - Epoch [125][200/2147] lr: 1.049e-01, eta: 5 days, 11:14:06, time: 1.595, data_time: 0.004, memory: 16628, top1_acc: 0.3879, top5_acc: 0.6402, loss_cls: 2.7742, loss: 2.7742, grad_norm: 2.0828 2021-01-24 01:36:49,427 - mmaction - INFO - Epoch [125][220/2147] lr: 1.049e-01, eta: 5 days, 11:13:31, time: 1.577, data_time: 0.013, memory: 16628, top1_acc: 0.3759, top5_acc: 0.6429, loss_cls: 2.7462, loss: 2.7462, grad_norm: 2.0281 2021-01-24 01:37:20,856 - mmaction - INFO - Epoch [125][240/2147] lr: 1.049e-01, eta: 5 days, 11:12:56, time: 1.571, data_time: 0.006, memory: 16628, top1_acc: 0.3973, top5_acc: 0.6438, loss_cls: 2.7198, loss: 2.7198, grad_norm: 2.0545 2021-01-24 01:37:50,785 - mmaction - INFO - Epoch [125][260/2147] lr: 1.049e-01, eta: 5 days, 11:12:19, time: 1.498, data_time: 0.029, memory: 16628, top1_acc: 0.4071, top5_acc: 0.6397, loss_cls: 2.7161, loss: 2.7161, grad_norm: 2.1360 2021-01-24 01:38:23,451 - mmaction - INFO - Epoch [125][280/2147] lr: 1.049e-01, eta: 5 days, 11:11:44, time: 1.632, data_time: 0.003, memory: 16628, top1_acc: 0.3781, top5_acc: 0.6232, loss_cls: 2.8046, loss: 2.8046, grad_norm: 2.1120 2021-01-24 01:38:52,655 - mmaction - INFO - Epoch [125][300/2147] lr: 1.049e-01, eta: 5 days, 11:11:07, time: 1.458, data_time: 0.018, memory: 16628, top1_acc: 0.3888, top5_acc: 0.6545, loss_cls: 2.6908, loss: 2.6908, grad_norm: 2.1338 2021-01-24 01:39:23,212 - mmaction - INFO - Epoch [125][320/2147] lr: 1.049e-01, eta: 5 days, 11:10:30, time: 1.532, data_time: 0.010, memory: 16628, top1_acc: 0.3879, top5_acc: 0.6487, loss_cls: 2.7278, loss: 2.7278, grad_norm: 2.0971 2021-01-24 01:39:54,264 - mmaction - INFO - Epoch [125][340/2147] lr: 1.049e-01, eta: 5 days, 11:09:54, time: 1.548, data_time: 0.005, memory: 16628, top1_acc: 0.3808, top5_acc: 0.6326, loss_cls: 2.7940, loss: 2.7940, grad_norm: 2.0788 2021-01-24 01:40:27,717 - mmaction - INFO - Epoch [125][360/2147] lr: 1.049e-01, eta: 5 days, 11:09:21, time: 1.678, data_time: 0.007, memory: 16628, top1_acc: 0.3839, top5_acc: 0.6388, loss_cls: 2.7234, loss: 2.7234, grad_norm: 2.1089 2021-01-24 01:40:58,667 - mmaction - INFO - Epoch [125][380/2147] lr: 1.049e-01, eta: 5 days, 11:08:45, time: 1.539, data_time: 0.003, memory: 16628, top1_acc: 0.3835, top5_acc: 0.6299, loss_cls: 2.7651, loss: 2.7651, grad_norm: 2.0676 2021-01-24 01:41:29,724 - mmaction - INFO - Epoch [125][400/2147] lr: 1.049e-01, eta: 5 days, 11:08:10, time: 1.560, data_time: 0.014, memory: 16628, top1_acc: 0.3946, top5_acc: 0.6549, loss_cls: 2.6902, loss: 2.6902, grad_norm: 2.0609 2021-01-24 01:42:12,161 - mmaction - INFO - Epoch [125][420/2147] lr: 1.049e-01, eta: 5 days, 11:07:46, time: 2.116, data_time: 0.002, memory: 16628, top1_acc: 0.3955, top5_acc: 0.6397, loss_cls: 2.7446, loss: 2.7446, grad_norm: 2.1086 2021-01-24 01:42:41,974 - mmaction - INFO - Epoch [125][440/2147] lr: 1.049e-01, eta: 5 days, 11:07:09, time: 1.494, data_time: 0.015, memory: 16628, top1_acc: 0.3786, top5_acc: 0.6219, loss_cls: 2.8397, loss: 2.8397, grad_norm: 2.0583 2021-01-24 01:43:11,664 - mmaction - INFO - Epoch [125][460/2147] lr: 1.049e-01, eta: 5 days, 11:06:31, time: 1.486, data_time: 0.013, memory: 16628, top1_acc: 0.3763, top5_acc: 0.6438, loss_cls: 2.7372, loss: 2.7372, grad_norm: 2.1000 2021-01-24 01:43:41,025 - mmaction - INFO - Epoch [125][480/2147] lr: 1.049e-01, eta: 5 days, 11:05:54, time: 1.471, data_time: 0.016, memory: 16628, top1_acc: 0.3969, top5_acc: 0.6478, loss_cls: 2.7499, loss: 2.7499, grad_norm: 2.1121 2021-01-24 01:44:09,789 - mmaction - INFO - Epoch [125][500/2147] lr: 1.049e-01, eta: 5 days, 11:05:16, time: 1.438, data_time: 0.003, memory: 16628, top1_acc: 0.3879, top5_acc: 0.6335, loss_cls: 2.7698, loss: 2.7698, grad_norm: 2.0727 2021-01-24 01:44:38,822 - mmaction - INFO - Epoch [125][520/2147] lr: 1.049e-01, eta: 5 days, 11:04:38, time: 1.448, data_time: 0.003, memory: 16628, top1_acc: 0.3804, top5_acc: 0.6246, loss_cls: 2.8108, loss: 2.8108, grad_norm: 2.1079 2021-01-24 01:45:11,851 - mmaction - INFO - Epoch [125][540/2147] lr: 1.049e-01, eta: 5 days, 11:04:04, time: 1.655, data_time: 0.009, memory: 16628, top1_acc: 0.3902, top5_acc: 0.6424, loss_cls: 2.7412, loss: 2.7412, grad_norm: 2.0475 2021-01-24 01:45:41,631 - mmaction - INFO - Epoch [125][560/2147] lr: 1.049e-01, eta: 5 days, 11:03:27, time: 1.487, data_time: 0.001, memory: 16628, top1_acc: 0.3786, top5_acc: 0.6339, loss_cls: 2.7758, loss: 2.7758, grad_norm: 2.0903 2021-01-24 01:46:12,660 - mmaction - INFO - Epoch [125][580/2147] lr: 1.049e-01, eta: 5 days, 11:02:51, time: 1.544, data_time: 0.006, memory: 16628, top1_acc: 0.3996, top5_acc: 0.6469, loss_cls: 2.7339, loss: 2.7339, grad_norm: 2.0632 2021-01-24 01:46:43,486 - mmaction - INFO - Epoch [125][600/2147] lr: 1.049e-01, eta: 5 days, 11:02:13, time: 1.455, data_time: 0.012, memory: 16628, top1_acc: 0.3710, top5_acc: 0.6366, loss_cls: 2.7862, loss: 2.7862, grad_norm: 2.0842 2021-01-24 01:47:16,466 - mmaction - INFO - Epoch [125][620/2147] lr: 1.049e-01, eta: 5 days, 11:01:41, time: 1.742, data_time: 0.099, memory: 16628, top1_acc: 0.3786, top5_acc: 0.6348, loss_cls: 2.8167, loss: 2.8167, grad_norm: 2.1721 2021-01-24 01:47:47,219 - mmaction - INFO - Epoch [125][640/2147] lr: 1.049e-01, eta: 5 days, 11:01:05, time: 1.540, data_time: 0.005, memory: 16628, top1_acc: 0.3879, top5_acc: 0.6326, loss_cls: 2.7636, loss: 2.7636, grad_norm: 2.0608 2021-01-24 01:48:21,475 - mmaction - INFO - Epoch [125][660/2147] lr: 1.049e-01, eta: 5 days, 11:00:33, time: 1.711, data_time: 0.011, memory: 16628, top1_acc: 0.3817, top5_acc: 0.6237, loss_cls: 2.7720, loss: 2.7720, grad_norm: 2.0934 2021-01-24 01:48:52,681 - mmaction - INFO - Epoch [125][680/2147] lr: 1.049e-01, eta: 5 days, 10:59:57, time: 1.560, data_time: 0.007, memory: 16628, top1_acc: 0.3955, top5_acc: 0.6366, loss_cls: 2.7265, loss: 2.7265, grad_norm: 2.0379 2021-01-24 01:49:23,559 - mmaction - INFO - Epoch [125][700/2147] lr: 1.049e-01, eta: 5 days, 10:59:21, time: 1.543, data_time: 0.007, memory: 16628, top1_acc: 0.3616, top5_acc: 0.6308, loss_cls: 2.8311, loss: 2.8311, grad_norm: 2.2075 2021-01-24 01:50:01,981 - mmaction - INFO - Epoch [125][720/2147] lr: 1.049e-01, eta: 5 days, 10:58:53, time: 1.919, data_time: 0.007, memory: 16628, top1_acc: 0.3768, top5_acc: 0.6272, loss_cls: 2.8549, loss: 2.8549, grad_norm: 2.0930 2021-01-24 01:50:35,964 - mmaction - INFO - Epoch [125][740/2147] lr: 1.049e-01, eta: 5 days, 10:58:20, time: 1.702, data_time: 0.010, memory: 16628, top1_acc: 0.3893, top5_acc: 0.6205, loss_cls: 2.7856, loss: 2.7856, grad_norm: 2.0595 2021-01-24 01:51:09,402 - mmaction - INFO - Epoch [125][760/2147] lr: 1.049e-01, eta: 5 days, 10:57:47, time: 1.670, data_time: 0.007, memory: 16628, top1_acc: 0.3830, top5_acc: 0.6259, loss_cls: 2.8179, loss: 2.8179, grad_norm: 2.0856 2021-01-24 01:51:38,571 - mmaction - INFO - Epoch [125][780/2147] lr: 1.049e-01, eta: 5 days, 10:57:09, time: 1.457, data_time: 0.014, memory: 16628, top1_acc: 0.3888, top5_acc: 0.6460, loss_cls: 2.7467, loss: 2.7467, grad_norm: 2.1088 2021-01-24 01:52:08,274 - mmaction - INFO - Epoch [125][800/2147] lr: 1.049e-01, eta: 5 days, 10:56:32, time: 1.490, data_time: 0.007, memory: 16628, top1_acc: 0.3817, top5_acc: 0.6375, loss_cls: 2.7732, loss: 2.7732, grad_norm: 2.0852 2021-01-24 01:52:37,019 - mmaction - INFO - Epoch [125][820/2147] lr: 1.049e-01, eta: 5 days, 10:55:54, time: 1.437, data_time: 0.003, memory: 16628, top1_acc: 0.3772, top5_acc: 0.6446, loss_cls: 2.7864, loss: 2.7864, grad_norm: 2.1034 2021-01-24 01:53:06,016 - mmaction - INFO - Epoch [125][840/2147] lr: 1.049e-01, eta: 5 days, 10:55:16, time: 1.443, data_time: 0.006, memory: 16628, top1_acc: 0.3652, top5_acc: 0.6246, loss_cls: 2.8886, loss: 2.8886, grad_norm: 2.1526 2021-01-24 01:53:34,721 - mmaction - INFO - Epoch [125][860/2147] lr: 1.049e-01, eta: 5 days, 10:54:37, time: 1.441, data_time: 0.014, memory: 16628, top1_acc: 0.3692, top5_acc: 0.6228, loss_cls: 2.8863, loss: 2.8863, grad_norm: 2.0701 2021-01-24 01:54:05,867 - mmaction - INFO - Epoch [125][880/2147] lr: 1.049e-01, eta: 5 days, 10:54:02, time: 1.558, data_time: 0.007, memory: 16628, top1_acc: 0.4004, top5_acc: 0.6522, loss_cls: 2.7124, loss: 2.7124, grad_norm: 2.0495 2021-01-24 01:54:38,327 - mmaction - INFO - Epoch [125][900/2147] lr: 1.049e-01, eta: 5 days, 10:53:27, time: 1.624, data_time: 0.004, memory: 16628, top1_acc: 0.3768, top5_acc: 0.6237, loss_cls: 2.8341, loss: 2.8341, grad_norm: 2.1166 2021-01-24 01:55:11,897 - mmaction - INFO - Epoch [125][920/2147] lr: 1.049e-01, eta: 5 days, 10:52:54, time: 1.675, data_time: 0.005, memory: 16628, top1_acc: 0.3817, top5_acc: 0.6277, loss_cls: 2.8000, loss: 2.8000, grad_norm: 2.0376 2021-01-24 01:55:42,036 - mmaction - INFO - Epoch [125][940/2147] lr: 1.049e-01, eta: 5 days, 10:52:17, time: 1.510, data_time: 0.011, memory: 16628, top1_acc: 0.3915, top5_acc: 0.6406, loss_cls: 2.7952, loss: 2.7952, grad_norm: 2.0864 2021-01-24 01:56:11,635 - mmaction - INFO - Epoch [125][960/2147] lr: 1.049e-01, eta: 5 days, 10:51:40, time: 1.481, data_time: 0.008, memory: 16628, top1_acc: 0.3929, top5_acc: 0.6451, loss_cls: 2.7146, loss: 2.7146, grad_norm: 2.0746 2021-01-24 01:56:42,329 - mmaction - INFO - Epoch [125][980/2147] lr: 1.049e-01, eta: 5 days, 10:51:04, time: 1.533, data_time: 0.001, memory: 16628, top1_acc: 0.3826, top5_acc: 0.6308, loss_cls: 2.7781, loss: 2.7781, grad_norm: 2.1011 2021-01-24 01:57:15,549 - mmaction - INFO - Epoch [125][1000/2147] lr: 1.049e-01, eta: 5 days, 10:50:30, time: 1.660, data_time: 0.005, memory: 16628, top1_acc: 0.3893, top5_acc: 0.6402, loss_cls: 2.7893, loss: 2.7893, grad_norm: 2.0421 2021-01-24 01:57:44,844 - mmaction - INFO - Epoch [125][1020/2147] lr: 1.049e-01, eta: 5 days, 10:49:53, time: 1.467, data_time: 0.009, memory: 16628, top1_acc: 0.3808, top5_acc: 0.6406, loss_cls: 2.7497, loss: 2.7497, grad_norm: 2.0873 2021-01-24 01:58:17,649 - mmaction - INFO - Epoch [125][1040/2147] lr: 1.049e-01, eta: 5 days, 10:49:19, time: 1.640, data_time: 0.002, memory: 16628, top1_acc: 0.3674, top5_acc: 0.6246, loss_cls: 2.7961, loss: 2.7961, grad_norm: 2.1574 2021-01-24 01:58:46,833 - mmaction - INFO - Epoch [125][1060/2147] lr: 1.049e-01, eta: 5 days, 10:48:41, time: 1.458, data_time: 0.004, memory: 16628, top1_acc: 0.3871, top5_acc: 0.6451, loss_cls: 2.7118, loss: 2.7118, grad_norm: 2.1098 2021-01-24 01:59:15,495 - mmaction - INFO - Epoch [125][1080/2147] lr: 1.049e-01, eta: 5 days, 10:48:03, time: 1.431, data_time: 0.004, memory: 16628, top1_acc: 0.3647, top5_acc: 0.6152, loss_cls: 2.8941, loss: 2.8941, grad_norm: 2.0761 2021-01-24 01:59:46,675 - mmaction - INFO - Epoch [125][1100/2147] lr: 1.049e-01, eta: 5 days, 10:47:27, time: 1.557, data_time: 0.007, memory: 16628, top1_acc: 0.3862, top5_acc: 0.6219, loss_cls: 2.8149, loss: 2.8149, grad_norm: 2.0746 2021-01-24 02:00:15,420 - mmaction - INFO - Epoch [125][1120/2147] lr: 1.049e-01, eta: 5 days, 10:46:49, time: 1.440, data_time: 0.009, memory: 16628, top1_acc: 0.3790, top5_acc: 0.6464, loss_cls: 2.7428, loss: 2.7428, grad_norm: 2.0723 2021-01-24 02:00:46,858 - mmaction - INFO - Epoch [125][1140/2147] lr: 1.049e-01, eta: 5 days, 10:46:13, time: 1.570, data_time: 0.007, memory: 16628, top1_acc: 0.3795, top5_acc: 0.6393, loss_cls: 2.8391, loss: 2.8391, grad_norm: 2.0600 2021-01-24 02:01:18,788 - mmaction - INFO - Epoch [125][1160/2147] lr: 1.049e-01, eta: 5 days, 10:45:39, time: 1.597, data_time: 0.006, memory: 16628, top1_acc: 0.3844, top5_acc: 0.6451, loss_cls: 2.7411, loss: 2.7411, grad_norm: 2.0496 2021-01-24 02:01:49,643 - mmaction - INFO - Epoch [125][1180/2147] lr: 1.049e-01, eta: 5 days, 10:45:03, time: 1.543, data_time: 0.007, memory: 16628, top1_acc: 0.3737, top5_acc: 0.6237, loss_cls: 2.8311, loss: 2.8311, grad_norm: 2.0808 2021-01-24 02:02:23,658 - mmaction - INFO - Epoch [125][1200/2147] lr: 1.049e-01, eta: 5 days, 10:44:30, time: 1.701, data_time: 0.009, memory: 16628, top1_acc: 0.3844, top5_acc: 0.6371, loss_cls: 2.7980, loss: 2.7980, grad_norm: 2.0822 2021-01-24 02:02:52,294 - mmaction - INFO - Epoch [125][1220/2147] lr: 1.049e-01, eta: 5 days, 10:43:52, time: 1.434, data_time: 0.009, memory: 16628, top1_acc: 0.3804, top5_acc: 0.6330, loss_cls: 2.7477, loss: 2.7477, grad_norm: 2.1046 2021-01-24 02:03:22,730 - mmaction - INFO - Epoch [125][1240/2147] lr: 1.049e-01, eta: 5 days, 10:43:15, time: 1.521, data_time: 0.005, memory: 16628, top1_acc: 0.3777, top5_acc: 0.6433, loss_cls: 2.7936, loss: 2.7936, grad_norm: 2.1022 2021-01-24 02:03:58,466 - mmaction - INFO - Epoch [125][1260/2147] lr: 1.049e-01, eta: 5 days, 10:42:44, time: 1.781, data_time: 0.005, memory: 16628, top1_acc: 0.3915, top5_acc: 0.6362, loss_cls: 2.7744, loss: 2.7744, grad_norm: 2.0820 2021-01-24 02:04:28,288 - mmaction - INFO - Epoch [125][1280/2147] lr: 1.049e-01, eta: 5 days, 10:42:07, time: 1.495, data_time: 0.011, memory: 16628, top1_acc: 0.3696, top5_acc: 0.6362, loss_cls: 2.7823, loss: 2.7823, grad_norm: 2.0809 2021-01-24 02:04:59,263 - mmaction - INFO - Epoch [125][1300/2147] lr: 1.049e-01, eta: 5 days, 10:41:31, time: 1.547, data_time: 0.007, memory: 16628, top1_acc: 0.3835, top5_acc: 0.6299, loss_cls: 2.8039, loss: 2.8039, grad_norm: 2.0834 2021-01-24 02:05:28,575 - mmaction - INFO - Epoch [125][1320/2147] lr: 1.049e-01, eta: 5 days, 10:40:54, time: 1.469, data_time: 0.009, memory: 16628, top1_acc: 0.3835, top5_acc: 0.6268, loss_cls: 2.7785, loss: 2.7785, grad_norm: 2.0396 2021-01-24 02:05:58,324 - mmaction - INFO - Epoch [125][1340/2147] lr: 1.049e-01, eta: 5 days, 10:40:17, time: 1.484, data_time: 0.009, memory: 16628, top1_acc: 0.3652, top5_acc: 0.6170, loss_cls: 2.8912, loss: 2.8912, grad_norm: 2.0833 2021-01-24 02:06:27,300 - mmaction - INFO - Epoch [125][1360/2147] lr: 1.049e-01, eta: 5 days, 10:39:39, time: 1.451, data_time: 0.011, memory: 16628, top1_acc: 0.3768, top5_acc: 0.6393, loss_cls: 2.7739, loss: 2.7739, grad_norm: 2.0288 2021-01-24 02:07:03,663 - mmaction - INFO - Epoch [125][1380/2147] lr: 1.049e-01, eta: 5 days, 10:39:08, time: 1.812, data_time: 0.005, memory: 16628, top1_acc: 0.3835, top5_acc: 0.6402, loss_cls: 2.7650, loss: 2.7650, grad_norm: 2.0522 2021-01-24 02:07:35,892 - mmaction - INFO - Epoch [125][1400/2147] lr: 1.049e-01, eta: 5 days, 10:38:34, time: 1.614, data_time: 0.011, memory: 16628, top1_acc: 0.3732, top5_acc: 0.6223, loss_cls: 2.8724, loss: 2.8724, grad_norm: 1.9940 2021-01-24 02:08:05,194 - mmaction - INFO - Epoch [125][1420/2147] lr: 1.049e-01, eta: 5 days, 10:37:56, time: 1.468, data_time: 0.014, memory: 16628, top1_acc: 0.4018, top5_acc: 0.6442, loss_cls: 2.7059, loss: 2.7059, grad_norm: 2.0097 2021-01-24 02:08:33,885 - mmaction - INFO - Epoch [125][1440/2147] lr: 1.049e-01, eta: 5 days, 10:37:18, time: 1.437, data_time: 0.009, memory: 16628, top1_acc: 0.3746, top5_acc: 0.6375, loss_cls: 2.7803, loss: 2.7803, grad_norm: 2.1027 2021-01-24 02:09:06,860 - mmaction - INFO - Epoch [125][1460/2147] lr: 1.049e-01, eta: 5 days, 10:36:44, time: 1.646, data_time: 0.005, memory: 16628, top1_acc: 0.3701, top5_acc: 0.6388, loss_cls: 2.8129, loss: 2.8129, grad_norm: 2.1076 2021-01-24 02:09:40,846 - mmaction - INFO - Epoch [125][1480/2147] lr: 1.049e-01, eta: 5 days, 10:36:12, time: 1.701, data_time: 0.009, memory: 16628, top1_acc: 0.3853, top5_acc: 0.6451, loss_cls: 2.7396, loss: 2.7396, grad_norm: 2.0818 2021-01-24 02:10:09,878 - mmaction - INFO - Epoch [125][1500/2147] lr: 1.049e-01, eta: 5 days, 10:35:34, time: 1.453, data_time: 0.006, memory: 16628, top1_acc: 0.3902, top5_acc: 0.6424, loss_cls: 2.7547, loss: 2.7547, grad_norm: 2.0942 2021-01-24 02:10:39,374 - mmaction - INFO - Epoch [125][1520/2147] lr: 1.049e-01, eta: 5 days, 10:34:56, time: 1.476, data_time: 0.012, memory: 16628, top1_acc: 0.3652, top5_acc: 0.6241, loss_cls: 2.8378, loss: 2.8378, grad_norm: 2.1190 2021-01-24 02:11:11,835 - mmaction - INFO - Epoch [125][1540/2147] lr: 1.049e-01, eta: 5 days, 10:34:22, time: 1.617, data_time: 0.002, memory: 16628, top1_acc: 0.3750, top5_acc: 0.6272, loss_cls: 2.8186, loss: 2.8186, grad_norm: 2.0881 2021-01-24 02:11:45,808 - mmaction - INFO - Epoch [125][1560/2147] lr: 1.049e-01, eta: 5 days, 10:33:49, time: 1.701, data_time: 0.015, memory: 16628, top1_acc: 0.3906, top5_acc: 0.6438, loss_cls: 2.7532, loss: 2.7532, grad_norm: 2.0491 2021-01-24 02:12:23,889 - mmaction - INFO - Epoch [125][1580/2147] lr: 1.049e-01, eta: 5 days, 10:33:21, time: 1.901, data_time: 0.011, memory: 16628, top1_acc: 0.3929, top5_acc: 0.6357, loss_cls: 2.7343, loss: 2.7343, grad_norm: 2.0295 2021-01-24 02:12:58,159 - mmaction - INFO - Epoch [125][1600/2147] lr: 1.049e-01, eta: 5 days, 10:32:48, time: 1.715, data_time: 0.012, memory: 16628, top1_acc: 0.3768, top5_acc: 0.6344, loss_cls: 2.8132, loss: 2.8132, grad_norm: 2.0526 2021-01-24 02:13:27,550 - mmaction - INFO - Epoch [125][1620/2147] lr: 1.049e-01, eta: 5 days, 10:32:11, time: 1.467, data_time: 0.008, memory: 16628, top1_acc: 0.3754, top5_acc: 0.6295, loss_cls: 2.8341, loss: 2.8341, grad_norm: 2.0718 2021-01-24 02:13:59,021 - mmaction - INFO - Epoch [125][1640/2147] lr: 1.049e-01, eta: 5 days, 10:31:36, time: 1.579, data_time: 0.010, memory: 16628, top1_acc: 0.3969, top5_acc: 0.6496, loss_cls: 2.6828, loss: 2.6828, grad_norm: 2.0124 2021-01-24 02:14:27,930 - mmaction - INFO - Epoch [125][1660/2147] lr: 1.049e-01, eta: 5 days, 10:30:58, time: 1.447, data_time: 0.007, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6397, loss_cls: 2.7683, loss: 2.7683, grad_norm: 2.0978 2021-01-24 02:14:57,626 - mmaction - INFO - Epoch [125][1680/2147] lr: 1.049e-01, eta: 5 days, 10:30:20, time: 1.470, data_time: 0.007, memory: 16628, top1_acc: 0.3812, top5_acc: 0.6268, loss_cls: 2.8175, loss: 2.8175, grad_norm: 2.0899 2021-01-24 02:15:26,509 - mmaction - INFO - Epoch [125][1700/2147] lr: 1.049e-01, eta: 5 days, 10:29:42, time: 1.458, data_time: 0.017, memory: 16628, top1_acc: 0.3804, top5_acc: 0.6357, loss_cls: 2.7934, loss: 2.7934, grad_norm: 2.0843 2021-01-24 02:15:59,542 - mmaction - INFO - Epoch [125][1720/2147] lr: 1.049e-01, eta: 5 days, 10:29:09, time: 1.652, data_time: 0.004, memory: 16628, top1_acc: 0.3897, top5_acc: 0.6437, loss_cls: 2.7587, loss: 2.7587, grad_norm: 2.0223 2021-01-24 02:16:32,019 - mmaction - INFO - Epoch [125][1740/2147] lr: 1.049e-01, eta: 5 days, 10:28:34, time: 1.625, data_time: 0.004, memory: 16628, top1_acc: 0.3906, top5_acc: 0.6433, loss_cls: 2.7554, loss: 2.7554, grad_norm: 2.0831 2021-01-24 02:17:14,853 - mmaction - INFO - Epoch [125][1760/2147] lr: 1.049e-01, eta: 5 days, 10:28:11, time: 2.137, data_time: 0.156, memory: 16628, top1_acc: 0.3750, top5_acc: 0.6299, loss_cls: 2.7877, loss: 2.7877, grad_norm: 2.0740 2021-01-24 02:17:46,506 - mmaction - INFO - Epoch [125][1780/2147] lr: 1.049e-01, eta: 5 days, 10:27:36, time: 1.583, data_time: 0.009, memory: 16628, top1_acc: 0.4045, top5_acc: 0.6500, loss_cls: 2.6786, loss: 2.6786, grad_norm: 2.0400 2021-01-24 02:18:16,927 - mmaction - INFO - Epoch [125][1800/2147] lr: 1.049e-01, eta: 5 days, 10:26:59, time: 1.525, data_time: 0.011, memory: 16628, top1_acc: 0.3719, top5_acc: 0.6259, loss_cls: 2.8490, loss: 2.8490, grad_norm: 2.0974 2021-01-24 02:18:47,393 - mmaction - INFO - Epoch [125][1820/2147] lr: 1.049e-01, eta: 5 days, 10:26:23, time: 1.524, data_time: 0.007, memory: 16628, top1_acc: 0.3875, top5_acc: 0.6424, loss_cls: 2.7530, loss: 2.7530, grad_norm: 2.1168 2021-01-24 02:19:16,902 - mmaction - INFO - Epoch [125][1840/2147] lr: 1.049e-01, eta: 5 days, 10:25:46, time: 1.475, data_time: 0.004, memory: 16628, top1_acc: 0.3866, top5_acc: 0.6402, loss_cls: 2.7857, loss: 2.7857, grad_norm: 2.1534 2021-01-24 02:19:46,338 - mmaction - INFO - Epoch [125][1860/2147] lr: 1.049e-01, eta: 5 days, 10:25:08, time: 1.472, data_time: 0.003, memory: 16628, top1_acc: 0.3795, top5_acc: 0.6250, loss_cls: 2.8175, loss: 2.8175, grad_norm: 2.0916 2021-01-24 02:20:19,265 - mmaction - INFO - Epoch [125][1880/2147] lr: 1.049e-01, eta: 5 days, 10:24:34, time: 1.644, data_time: 0.002, memory: 16628, top1_acc: 0.3656, top5_acc: 0.6308, loss_cls: 2.8398, loss: 2.8398, grad_norm: 2.1077 2021-01-24 02:20:49,078 - mmaction - INFO - Epoch [125][1900/2147] lr: 1.049e-01, eta: 5 days, 10:23:57, time: 1.492, data_time: 0.006, memory: 16628, top1_acc: 0.3580, top5_acc: 0.6152, loss_cls: 2.8891, loss: 2.8891, grad_norm: 2.0960 2021-01-24 02:21:19,849 - mmaction - INFO - Epoch [125][1920/2147] lr: 1.049e-01, eta: 5 days, 10:23:21, time: 1.538, data_time: 0.003, memory: 16628, top1_acc: 0.3804, top5_acc: 0.6429, loss_cls: 2.7774, loss: 2.7774, grad_norm: 2.0676 2021-01-24 02:21:50,715 - mmaction - INFO - Epoch [125][1940/2147] lr: 1.049e-01, eta: 5 days, 10:22:45, time: 1.544, data_time: 0.007, memory: 16628, top1_acc: 0.3763, top5_acc: 0.6054, loss_cls: 2.8284, loss: 2.8284, grad_norm: 2.0622 2021-01-24 02:22:21,652 - mmaction - INFO - Epoch [125][1960/2147] lr: 1.049e-01, eta: 5 days, 10:22:09, time: 1.546, data_time: 0.003, memory: 16628, top1_acc: 0.3862, top5_acc: 0.6362, loss_cls: 2.8184, loss: 2.8184, grad_norm: 2.0671 2021-01-24 02:22:50,509 - mmaction - INFO - Epoch [125][1980/2147] lr: 1.049e-01, eta: 5 days, 10:21:31, time: 1.442, data_time: 0.006, memory: 16628, top1_acc: 0.3728, top5_acc: 0.6321, loss_cls: 2.8149, loss: 2.8149, grad_norm: 2.0977 2021-01-24 02:23:21,925 - mmaction - INFO - Epoch [125][2000/2147] lr: 1.049e-01, eta: 5 days, 10:20:56, time: 1.572, data_time: 0.010, memory: 16628, top1_acc: 0.3924, top5_acc: 0.6455, loss_cls: 2.7555, loss: 2.7555, grad_norm: 2.0489 2021-01-24 02:23:52,811 - mmaction - INFO - Epoch [125][2020/2147] lr: 1.049e-01, eta: 5 days, 10:20:20, time: 1.545, data_time: 0.010, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6241, loss_cls: 2.8410, loss: 2.8410, grad_norm: 2.0988 2021-01-24 02:24:23,104 - mmaction - INFO - Epoch [125][2040/2147] lr: 1.049e-01, eta: 5 days, 10:19:43, time: 1.514, data_time: 0.002, memory: 16628, top1_acc: 0.3763, top5_acc: 0.6357, loss_cls: 2.7720, loss: 2.7720, grad_norm: 2.0549 2021-01-24 02:24:54,429 - mmaction - INFO - Epoch [125][2060/2147] lr: 1.049e-01, eta: 5 days, 10:19:08, time: 1.566, data_time: 0.006, memory: 16628, top1_acc: 0.3777, top5_acc: 0.6281, loss_cls: 2.7849, loss: 2.7849, grad_norm: 2.0621 2021-01-24 02:25:24,550 - mmaction - INFO - Epoch [125][2080/2147] lr: 1.049e-01, eta: 5 days, 10:18:31, time: 1.508, data_time: 0.016, memory: 16628, top1_acc: 0.3768, top5_acc: 0.6335, loss_cls: 2.8033, loss: 2.8033, grad_norm: 2.1238 2021-01-24 02:25:53,098 - mmaction - INFO - Epoch [125][2100/2147] lr: 1.049e-01, eta: 5 days, 10:17:53, time: 1.424, data_time: 0.002, memory: 16628, top1_acc: 0.3862, top5_acc: 0.6295, loss_cls: 2.7964, loss: 2.7964, grad_norm: 2.1501 2021-01-24 02:26:24,208 - mmaction - INFO - Epoch [125][2120/2147] lr: 1.049e-01, eta: 5 days, 10:17:17, time: 1.558, data_time: 0.007, memory: 16628, top1_acc: 0.3790, top5_acc: 0.6348, loss_cls: 2.8173, loss: 2.8173, grad_norm: 2.0815 2021-01-24 02:27:06,146 - mmaction - INFO - Epoch [125][2140/2147] lr: 1.049e-01, eta: 5 days, 10:16:53, time: 2.093, data_time: 0.008, memory: 16628, top1_acc: 0.3862, top5_acc: 0.6420, loss_cls: 2.7822, loss: 2.7822, grad_norm: 2.0766 2021-01-24 02:49:09,285 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-24 02:49:10,077 - mmaction - INFO - top1_acc 0.4387 top5_acc 0.7155 2021-01-24 02:49:10,077 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-24 02:49:10,130 - mmaction - INFO - mean_acc 0.4387 2021-01-24 02:49:10,131 - mmaction - INFO - Now best checkpoint is epoch_125.pth 2021-01-24 02:49:10,159 - mmaction - INFO - Epoch(val) [125][2147] top1_acc: 0.4387, top5_acc: 0.7155, mean_class_accuracy: 0.4387 2021-01-24 02:54:47,507 - mmaction - INFO - Epoch [126][20/2147] lr: 1.037e-01, eta: 5 days, 10:21:14, time: 16.860, data_time: 15.178, memory: 16628, top1_acc: 0.3866, top5_acc: 0.6348, loss_cls: 2.7698, loss: 2.7698, grad_norm: 2.0781 2021-01-24 02:55:16,957 - mmaction - INFO - Epoch [126][40/2147] lr: 1.037e-01, eta: 5 days, 10:20:36, time: 1.475, data_time: 0.008, memory: 16628, top1_acc: 0.4013, top5_acc: 0.6567, loss_cls: 2.6942, loss: 2.6942, grad_norm: 2.0797 2021-01-24 02:55:45,577 - mmaction - INFO - Epoch [126][60/2147] lr: 1.037e-01, eta: 5 days, 10:19:58, time: 1.431, data_time: 0.004, memory: 16628, top1_acc: 0.3920, top5_acc: 0.6451, loss_cls: 2.7448, loss: 2.7448, grad_norm: 2.1084 2021-01-24 02:56:15,291 - mmaction - INFO - Epoch [126][80/2147] lr: 1.037e-01, eta: 5 days, 10:19:21, time: 1.484, data_time: 0.005, memory: 16628, top1_acc: 0.3875, top5_acc: 0.6406, loss_cls: 2.7672, loss: 2.7672, grad_norm: 2.1070 2021-01-24 02:56:48,506 - mmaction - INFO - Epoch [126][100/2147] lr: 1.037e-01, eta: 5 days, 10:18:47, time: 1.662, data_time: 0.011, memory: 16628, top1_acc: 0.3826, top5_acc: 0.6384, loss_cls: 2.7640, loss: 2.7640, grad_norm: 2.0968 2021-01-24 02:57:18,508 - mmaction - INFO - Epoch [126][120/2147] lr: 1.037e-01, eta: 5 days, 10:18:10, time: 1.499, data_time: 0.002, memory: 16628, top1_acc: 0.3929, top5_acc: 0.6272, loss_cls: 2.7530, loss: 2.7530, grad_norm: 2.0872 2021-01-24 02:57:50,965 - mmaction - INFO - Epoch [126][140/2147] lr: 1.037e-01, eta: 5 days, 10:17:36, time: 1.624, data_time: 0.007, memory: 16628, top1_acc: 0.3777, top5_acc: 0.6210, loss_cls: 2.8270, loss: 2.8270, grad_norm: 2.0678 2021-01-24 02:58:24,750 - mmaction - INFO - Epoch [126][160/2147] lr: 1.037e-01, eta: 5 days, 10:17:03, time: 1.687, data_time: 0.005, memory: 16628, top1_acc: 0.3942, top5_acc: 0.6460, loss_cls: 2.7306, loss: 2.7306, grad_norm: 2.0741 2021-01-24 02:58:53,955 - mmaction - INFO - Epoch [126][180/2147] lr: 1.037e-01, eta: 5 days, 10:16:25, time: 1.460, data_time: 0.006, memory: 16628, top1_acc: 0.3808, top5_acc: 0.6402, loss_cls: 2.7636, loss: 2.7636, grad_norm: 2.0579 2021-01-24 02:59:22,777 - mmaction - INFO - Epoch [126][200/2147] lr: 1.037e-01, eta: 5 days, 10:15:47, time: 1.442, data_time: 0.005, memory: 16628, top1_acc: 0.3902, top5_acc: 0.6339, loss_cls: 2.7932, loss: 2.7932, grad_norm: 2.0489 2021-01-24 02:59:51,849 - mmaction - INFO - Epoch [126][220/2147] lr: 1.037e-01, eta: 5 days, 10:15:10, time: 1.455, data_time: 0.008, memory: 16628, top1_acc: 0.3848, top5_acc: 0.6397, loss_cls: 2.7434, loss: 2.7434, grad_norm: 2.0603 2021-01-24 03:00:20,645 - mmaction - INFO - Epoch [126][240/2147] lr: 1.037e-01, eta: 5 days, 10:14:31, time: 1.439, data_time: 0.003, memory: 16628, top1_acc: 0.3906, top5_acc: 0.6424, loss_cls: 2.7356, loss: 2.7356, grad_norm: 2.1168 2021-01-24 03:00:49,418 - mmaction - INFO - Epoch [126][260/2147] lr: 1.037e-01, eta: 5 days, 10:13:53, time: 1.438, data_time: 0.003, memory: 16628, top1_acc: 0.3857, top5_acc: 0.6397, loss_cls: 2.7872, loss: 2.7872, grad_norm: 2.1251 2021-01-24 03:01:18,837 - mmaction - INFO - Epoch [126][280/2147] lr: 1.037e-01, eta: 5 days, 10:13:16, time: 1.470, data_time: 0.003, memory: 16628, top1_acc: 0.3830, top5_acc: 0.6496, loss_cls: 2.7116, loss: 2.7116, grad_norm: 2.0911 2021-01-24 03:01:56,371 - mmaction - INFO - Epoch [126][300/2147] lr: 1.037e-01, eta: 5 days, 10:12:46, time: 1.870, data_time: 0.025, memory: 16628, top1_acc: 0.3786, top5_acc: 0.6228, loss_cls: 2.8154, loss: 2.8154, grad_norm: 2.1205 2021-01-24 03:02:26,262 - mmaction - INFO - Epoch [126][320/2147] lr: 1.037e-01, eta: 5 days, 10:12:10, time: 1.497, data_time: 0.015, memory: 16628, top1_acc: 0.3862, top5_acc: 0.6424, loss_cls: 2.7307, loss: 2.7307, grad_norm: 2.0487 2021-01-24 03:02:55,656 - mmaction - INFO - Epoch [126][340/2147] lr: 1.037e-01, eta: 5 days, 10:11:32, time: 1.463, data_time: 0.008, memory: 16628, top1_acc: 0.3955, top5_acc: 0.6312, loss_cls: 2.7194, loss: 2.7194, grad_norm: 2.0787 2021-01-24 03:03:24,690 - mmaction - INFO - Epoch [126][360/2147] lr: 1.037e-01, eta: 5 days, 10:10:54, time: 1.463, data_time: 0.015, memory: 16628, top1_acc: 0.3844, top5_acc: 0.6513, loss_cls: 2.7635, loss: 2.7635, grad_norm: 2.0974 2021-01-24 03:03:55,920 - mmaction - INFO - Epoch [126][380/2147] lr: 1.037e-01, eta: 5 days, 10:10:19, time: 1.563, data_time: 0.004, memory: 16628, top1_acc: 0.3772, top5_acc: 0.6375, loss_cls: 2.7620, loss: 2.7620, grad_norm: 2.1498 2021-01-24 03:04:25,233 - mmaction - INFO - Epoch [126][400/2147] lr: 1.037e-01, eta: 5 days, 10:09:41, time: 1.465, data_time: 0.006, memory: 16628, top1_acc: 0.3781, top5_acc: 0.6286, loss_cls: 2.7942, loss: 2.7942, grad_norm: 2.0951 2021-01-24 03:04:54,908 - mmaction - INFO - Epoch [126][420/2147] lr: 1.037e-01, eta: 5 days, 10:09:04, time: 1.484, data_time: 0.006, memory: 16628, top1_acc: 0.3821, top5_acc: 0.6330, loss_cls: 2.8070, loss: 2.8070, grad_norm: 2.1043 2021-01-24 03:05:26,023 - mmaction - INFO - Epoch [126][440/2147] lr: 1.037e-01, eta: 5 days, 10:08:28, time: 1.554, data_time: 0.002, memory: 16628, top1_acc: 0.3933, top5_acc: 0.6460, loss_cls: 2.7348, loss: 2.7348, grad_norm: 2.0413 2021-01-24 03:05:55,996 - mmaction - INFO - Epoch [126][460/2147] lr: 1.037e-01, eta: 5 days, 10:07:51, time: 1.491, data_time: 0.005, memory: 16628, top1_acc: 0.3893, top5_acc: 0.6196, loss_cls: 2.8074, loss: 2.8074, grad_norm: 2.1084 2021-01-24 03:06:24,589 - mmaction - INFO - Epoch [126][480/2147] lr: 1.037e-01, eta: 5 days, 10:07:13, time: 1.439, data_time: 0.016, memory: 16628, top1_acc: 0.3826, top5_acc: 0.6348, loss_cls: 2.7625, loss: 2.7625, grad_norm: 2.0640 2021-01-24 03:06:54,268 - mmaction - INFO - Epoch [126][500/2147] lr: 1.037e-01, eta: 5 days, 10:06:35, time: 1.475, data_time: 0.003, memory: 16628, top1_acc: 0.3830, top5_acc: 0.6424, loss_cls: 2.7431, loss: 2.7431, grad_norm: 2.0669 2021-01-24 03:07:23,177 - mmaction - INFO - Epoch [126][520/2147] lr: 1.037e-01, eta: 5 days, 10:05:58, time: 1.454, data_time: 0.011, memory: 16628, top1_acc: 0.3629, top5_acc: 0.6344, loss_cls: 2.8280, loss: 2.8280, grad_norm: 2.0868 2021-01-24 03:07:53,610 - mmaction - INFO - Epoch [126][540/2147] lr: 1.037e-01, eta: 5 days, 10:05:21, time: 1.522, data_time: 0.002, memory: 16628, top1_acc: 0.3804, top5_acc: 0.6482, loss_cls: 2.7382, loss: 2.7382, grad_norm: 2.1376 2021-01-24 03:08:24,320 - mmaction - INFO - Epoch [126][560/2147] lr: 1.037e-01, eta: 5 days, 10:04:45, time: 1.535, data_time: 0.004, memory: 16628, top1_acc: 0.3781, top5_acc: 0.6250, loss_cls: 2.8585, loss: 2.8585, grad_norm: 2.1420 2021-01-24 03:08:53,489 - mmaction - INFO - Epoch [126][580/2147] lr: 1.037e-01, eta: 5 days, 10:04:07, time: 1.459, data_time: 0.003, memory: 16628, top1_acc: 0.3795, top5_acc: 0.6393, loss_cls: 2.7792, loss: 2.7792, grad_norm: 2.0916 2021-01-24 03:09:24,995 - mmaction - INFO - Epoch [126][600/2147] lr: 1.037e-01, eta: 5 days, 10:03:32, time: 1.574, data_time: 0.003, memory: 16628, top1_acc: 0.3746, top5_acc: 0.6317, loss_cls: 2.7925, loss: 2.7925, grad_norm: 2.0738 2021-01-24 03:09:53,835 - mmaction - INFO - Epoch [126][620/2147] lr: 1.037e-01, eta: 5 days, 10:02:54, time: 1.443, data_time: 0.003, memory: 16628, top1_acc: 0.3879, top5_acc: 0.6589, loss_cls: 2.7190, loss: 2.7190, grad_norm: 2.0948 2021-01-24 03:10:29,410 - mmaction - INFO - Epoch [126][640/2147] lr: 1.037e-01, eta: 5 days, 10:02:23, time: 1.770, data_time: 0.004, memory: 16628, top1_acc: 0.3808, top5_acc: 0.6250, loss_cls: 2.7886, loss: 2.7886, grad_norm: 2.1028 2021-01-24 03:11:03,417 - mmaction - INFO - Epoch [126][660/2147] lr: 1.037e-01, eta: 5 days, 10:01:50, time: 1.708, data_time: 0.016, memory: 16628, top1_acc: 0.3902, top5_acc: 0.6424, loss_cls: 2.7893, loss: 2.7893, grad_norm: 2.1073 2021-01-24 03:11:37,114 - mmaction - INFO - Epoch [126][680/2147] lr: 1.037e-01, eta: 5 days, 10:01:17, time: 1.678, data_time: 0.003, memory: 16628, top1_acc: 0.3978, top5_acc: 0.6388, loss_cls: 2.7691, loss: 2.7691, grad_norm: 2.0869 2021-01-24 03:12:07,670 - mmaction - INFO - Epoch [126][700/2147] lr: 1.037e-01, eta: 5 days, 10:00:41, time: 1.533, data_time: 0.008, memory: 16628, top1_acc: 0.3737, top5_acc: 0.6254, loss_cls: 2.8269, loss: 2.8269, grad_norm: 2.0881 2021-01-24 03:12:44,654 - mmaction - INFO - Epoch [126][720/2147] lr: 1.037e-01, eta: 5 days, 10:00:11, time: 1.847, data_time: 0.009, memory: 16628, top1_acc: 0.3786, top5_acc: 0.6406, loss_cls: 2.7825, loss: 2.7825, grad_norm: 2.1304 2021-01-24 03:13:15,798 - mmaction - INFO - Epoch [126][740/2147] lr: 1.037e-01, eta: 5 days, 9:59:35, time: 1.556, data_time: 0.006, memory: 16628, top1_acc: 0.3987, top5_acc: 0.6460, loss_cls: 2.7250, loss: 2.7250, grad_norm: 2.0817 2021-01-24 03:13:45,024 - mmaction - INFO - Epoch [126][760/2147] lr: 1.037e-01, eta: 5 days, 9:58:58, time: 1.460, data_time: 0.011, memory: 16628, top1_acc: 0.3799, top5_acc: 0.6281, loss_cls: 2.8009, loss: 2.8009, grad_norm: 2.1291 2021-01-24 03:14:14,132 - mmaction - INFO - Epoch [126][780/2147] lr: 1.037e-01, eta: 5 days, 9:58:20, time: 1.461, data_time: 0.011, memory: 16628, top1_acc: 0.3786, top5_acc: 0.6312, loss_cls: 2.8035, loss: 2.8035, grad_norm: 2.1044 2021-01-24 03:14:42,909 - mmaction - INFO - Epoch [126][800/2147] lr: 1.037e-01, eta: 5 days, 9:57:42, time: 1.437, data_time: 0.005, memory: 16628, top1_acc: 0.3737, top5_acc: 0.6424, loss_cls: 2.7498, loss: 2.7498, grad_norm: 2.0680 2021-01-24 03:15:13,225 - mmaction - INFO - Epoch [126][820/2147] lr: 1.037e-01, eta: 5 days, 9:57:05, time: 1.513, data_time: 0.007, memory: 16628, top1_acc: 0.3844, top5_acc: 0.6357, loss_cls: 2.8031, loss: 2.8031, grad_norm: 2.1568 2021-01-24 03:15:43,970 - mmaction - INFO - Epoch [126][840/2147] lr: 1.037e-01, eta: 5 days, 9:56:29, time: 1.543, data_time: 0.008, memory: 16628, top1_acc: 0.3804, top5_acc: 0.6129, loss_cls: 2.8837, loss: 2.8837, grad_norm: 2.0869 2021-01-24 03:16:14,679 - mmaction - INFO - Epoch [126][860/2147] lr: 1.037e-01, eta: 5 days, 9:55:53, time: 1.532, data_time: 0.006, memory: 16628, top1_acc: 0.3786, top5_acc: 0.6366, loss_cls: 2.7653, loss: 2.7653, grad_norm: 2.0891 2021-01-24 03:16:51,139 - mmaction - INFO - Epoch [126][880/2147] lr: 1.037e-01, eta: 5 days, 9:55:23, time: 1.821, data_time: 0.015, memory: 16628, top1_acc: 0.3879, top5_acc: 0.6388, loss_cls: 2.7270, loss: 2.7270, grad_norm: 2.1241 2021-01-24 03:17:21,910 - mmaction - INFO - Epoch [126][900/2147] lr: 1.037e-01, eta: 5 days, 9:54:47, time: 1.536, data_time: 0.018, memory: 16628, top1_acc: 0.3719, top5_acc: 0.6344, loss_cls: 2.7841, loss: 2.7841, grad_norm: 2.1312 2021-01-24 03:17:51,083 - mmaction - INFO - Epoch [126][920/2147] lr: 1.037e-01, eta: 5 days, 9:54:09, time: 1.464, data_time: 0.015, memory: 16628, top1_acc: 0.3696, top5_acc: 0.6241, loss_cls: 2.8529, loss: 2.8529, grad_norm: 2.1121 2021-01-24 03:18:20,067 - mmaction - INFO - Epoch [126][940/2147] lr: 1.037e-01, eta: 5 days, 9:53:31, time: 1.452, data_time: 0.008, memory: 16628, top1_acc: 0.3759, top5_acc: 0.6366, loss_cls: 2.8131, loss: 2.8131, grad_norm: 2.0735 2021-01-24 03:18:53,230 - mmaction - INFO - Epoch [126][960/2147] lr: 1.037e-01, eta: 5 days, 9:52:58, time: 1.657, data_time: 0.007, memory: 16628, top1_acc: 0.3781, top5_acc: 0.6357, loss_cls: 2.7993, loss: 2.7993, grad_norm: 2.0895 2021-01-24 03:19:23,525 - mmaction - INFO - Epoch [126][980/2147] lr: 1.037e-01, eta: 5 days, 9:52:21, time: 1.512, data_time: 0.006, memory: 16628, top1_acc: 0.3621, top5_acc: 0.6317, loss_cls: 2.8496, loss: 2.8496, grad_norm: 2.1021 2021-01-24 03:19:52,167 - mmaction - INFO - Epoch [126][1000/2147] lr: 1.037e-01, eta: 5 days, 9:51:43, time: 1.433, data_time: 0.011, memory: 16628, top1_acc: 0.3920, top5_acc: 0.6344, loss_cls: 2.7561, loss: 2.7561, grad_norm: 2.0707 2021-01-24 03:20:21,228 - mmaction - INFO - Epoch [126][1020/2147] lr: 1.037e-01, eta: 5 days, 9:51:05, time: 1.455, data_time: 0.008, memory: 16628, top1_acc: 0.3808, top5_acc: 0.6317, loss_cls: 2.8091, loss: 2.8091, grad_norm: 2.0921 2021-01-24 03:20:51,227 - mmaction - INFO - Epoch [126][1040/2147] lr: 1.037e-01, eta: 5 days, 9:50:28, time: 1.499, data_time: 0.012, memory: 16628, top1_acc: 0.3844, top5_acc: 0.6308, loss_cls: 2.7866, loss: 2.7866, grad_norm: 2.1136 2021-01-24 03:21:25,323 - mmaction - INFO - Epoch [126][1060/2147] lr: 1.037e-01, eta: 5 days, 9:49:55, time: 1.701, data_time: 0.004, memory: 16628, top1_acc: 0.3871, top5_acc: 0.6357, loss_cls: 2.7535, loss: 2.7535, grad_norm: 2.0544 2021-01-24 03:21:54,399 - mmaction - INFO - Epoch [126][1080/2147] lr: 1.037e-01, eta: 5 days, 9:49:18, time: 1.458, data_time: 0.007, memory: 16628, top1_acc: 0.3661, top5_acc: 0.6353, loss_cls: 2.8145, loss: 2.8145, grad_norm: 2.1443 2021-01-24 03:22:25,624 - mmaction - INFO - Epoch [126][1100/2147] lr: 1.037e-01, eta: 5 days, 9:48:42, time: 1.560, data_time: 0.004, memory: 16628, top1_acc: 0.3777, top5_acc: 0.6196, loss_cls: 2.8025, loss: 2.8025, grad_norm: 2.0728 2021-01-24 03:23:00,283 - mmaction - INFO - Epoch [126][1120/2147] lr: 1.037e-01, eta: 5 days, 9:48:10, time: 1.735, data_time: 0.009, memory: 16628, top1_acc: 0.3893, top5_acc: 0.6518, loss_cls: 2.7185, loss: 2.7185, grad_norm: 2.0780 2021-01-24 03:23:29,005 - mmaction - INFO - Epoch [126][1140/2147] lr: 1.037e-01, eta: 5 days, 9:47:32, time: 1.433, data_time: 0.003, memory: 16628, top1_acc: 0.3804, top5_acc: 0.6263, loss_cls: 2.7991, loss: 2.7991, grad_norm: 2.1510 2021-01-24 03:24:02,893 - mmaction - INFO - Epoch [126][1160/2147] lr: 1.037e-01, eta: 5 days, 9:46:59, time: 1.690, data_time: 0.005, memory: 16628, top1_acc: 0.3888, top5_acc: 0.6219, loss_cls: 2.7865, loss: 2.7865, grad_norm: 2.0938 2021-01-24 03:24:31,657 - mmaction - INFO - Epoch [126][1180/2147] lr: 1.037e-01, eta: 5 days, 9:46:21, time: 1.444, data_time: 0.010, memory: 16628, top1_acc: 0.3862, top5_acc: 0.6317, loss_cls: 2.7583, loss: 2.7583, grad_norm: 2.0720 2021-01-24 03:25:01,251 - mmaction - INFO - Epoch [126][1200/2147] lr: 1.037e-01, eta: 5 days, 9:45:44, time: 1.478, data_time: 0.011, memory: 16628, top1_acc: 0.3839, top5_acc: 0.6482, loss_cls: 2.7683, loss: 2.7683, grad_norm: 2.0795 2021-01-24 03:25:31,439 - mmaction - INFO - Epoch [126][1220/2147] lr: 1.037e-01, eta: 5 days, 9:45:07, time: 1.512, data_time: 0.006, memory: 16628, top1_acc: 0.3955, top5_acc: 0.6446, loss_cls: 2.7219, loss: 2.7219, grad_norm: 2.0732 2021-01-24 03:26:02,140 - mmaction - INFO - Epoch [126][1240/2147] lr: 1.037e-01, eta: 5 days, 9:44:31, time: 1.533, data_time: 0.006, memory: 16628, top1_acc: 0.3848, top5_acc: 0.6366, loss_cls: 2.8239, loss: 2.8239, grad_norm: 2.0939 2021-01-24 03:26:33,440 - mmaction - INFO - Epoch [126][1260/2147] lr: 1.037e-01, eta: 5 days, 9:43:55, time: 1.565, data_time: 0.009, memory: 16628, top1_acc: 0.3812, top5_acc: 0.6433, loss_cls: 2.7610, loss: 2.7610, grad_norm: 2.0831 2021-01-24 03:27:07,592 - mmaction - INFO - Epoch [126][1280/2147] lr: 1.037e-01, eta: 5 days, 9:43:23, time: 1.711, data_time: 0.018, memory: 16628, top1_acc: 0.3812, top5_acc: 0.6321, loss_cls: 2.8221, loss: 2.8221, grad_norm: 2.1621 2021-01-24 03:27:38,698 - mmaction - INFO - Epoch [126][1300/2147] lr: 1.037e-01, eta: 5 days, 9:42:47, time: 1.550, data_time: 0.002, memory: 16628, top1_acc: 0.3732, top5_acc: 0.6268, loss_cls: 2.8187, loss: 2.8187, grad_norm: 2.0529 2021-01-24 03:28:11,016 - mmaction - INFO - Epoch [126][1320/2147] lr: 1.037e-01, eta: 5 days, 9:42:13, time: 1.622, data_time: 0.009, memory: 16628, top1_acc: 0.3897, top5_acc: 0.6379, loss_cls: 2.7822, loss: 2.7822, grad_norm: 2.1324 2021-01-24 03:28:39,751 - mmaction - INFO - Epoch [126][1340/2147] lr: 1.037e-01, eta: 5 days, 9:41:35, time: 1.435, data_time: 0.003, memory: 16628, top1_acc: 0.3621, top5_acc: 0.6228, loss_cls: 2.8885, loss: 2.8885, grad_norm: 2.1127 2021-01-24 03:29:10,624 - mmaction - INFO - Epoch [126][1360/2147] lr: 1.037e-01, eta: 5 days, 9:40:59, time: 1.545, data_time: 0.015, memory: 16628, top1_acc: 0.3768, top5_acc: 0.6353, loss_cls: 2.8043, loss: 2.8043, grad_norm: 2.0750 2021-01-24 03:29:42,402 - mmaction - INFO - Epoch [126][1380/2147] lr: 1.037e-01, eta: 5 days, 9:40:24, time: 1.589, data_time: 0.008, memory: 16628, top1_acc: 0.3562, top5_acc: 0.6165, loss_cls: 2.9066, loss: 2.9066, grad_norm: 2.1023 2021-01-24 03:30:11,323 - mmaction - INFO - Epoch [126][1400/2147] lr: 1.037e-01, eta: 5 days, 9:39:46, time: 1.447, data_time: 0.004, memory: 16628, top1_acc: 0.3888, top5_acc: 0.6424, loss_cls: 2.7387, loss: 2.7387, grad_norm: 2.0328 2021-01-24 03:30:42,850 - mmaction - INFO - Epoch [126][1420/2147] lr: 1.037e-01, eta: 5 days, 9:39:10, time: 1.575, data_time: 0.002, memory: 16628, top1_acc: 0.3884, top5_acc: 0.6223, loss_cls: 2.8151, loss: 2.8151, grad_norm: 2.0789 2021-01-24 03:31:11,855 - mmaction - INFO - Epoch [126][1440/2147] lr: 1.037e-01, eta: 5 days, 9:38:33, time: 1.449, data_time: 0.007, memory: 16628, top1_acc: 0.3862, top5_acc: 0.6397, loss_cls: 2.7715, loss: 2.7715, grad_norm: 2.0487 2021-01-24 03:31:46,106 - mmaction - INFO - Epoch [126][1460/2147] lr: 1.037e-01, eta: 5 days, 9:38:00, time: 1.716, data_time: 0.059, memory: 16628, top1_acc: 0.3790, top5_acc: 0.6420, loss_cls: 2.7409, loss: 2.7409, grad_norm: 2.0406 2021-01-24 03:32:15,783 - mmaction - INFO - Epoch [126][1480/2147] lr: 1.037e-01, eta: 5 days, 9:37:23, time: 1.479, data_time: 0.001, memory: 16628, top1_acc: 0.3871, top5_acc: 0.6411, loss_cls: 2.7475, loss: 2.7475, grad_norm: 2.1183 2021-01-24 03:32:44,962 - mmaction - INFO - Epoch [126][1500/2147] lr: 1.037e-01, eta: 5 days, 9:36:45, time: 1.463, data_time: 0.009, memory: 16628, top1_acc: 0.3893, top5_acc: 0.6250, loss_cls: 2.8209, loss: 2.8209, grad_norm: 2.1041 2021-01-24 03:33:15,063 - mmaction - INFO - Epoch [126][1520/2147] lr: 1.037e-01, eta: 5 days, 9:36:09, time: 1.504, data_time: 0.006, memory: 16628, top1_acc: 0.3808, top5_acc: 0.6250, loss_cls: 2.8320, loss: 2.8320, grad_norm: 2.1161 2021-01-24 03:33:45,582 - mmaction - INFO - Epoch [126][1540/2147] lr: 1.037e-01, eta: 5 days, 9:35:32, time: 1.527, data_time: 0.006, memory: 16628, top1_acc: 0.3964, top5_acc: 0.6460, loss_cls: 2.7177, loss: 2.7177, grad_norm: 2.0500 2021-01-24 03:34:14,865 - mmaction - INFO - Epoch [126][1560/2147] lr: 1.037e-01, eta: 5 days, 9:34:55, time: 1.465, data_time: 0.002, memory: 16628, top1_acc: 0.3768, top5_acc: 0.6335, loss_cls: 2.7968, loss: 2.7968, grad_norm: 2.0678 2021-01-24 03:34:44,076 - mmaction - INFO - Epoch [126][1580/2147] lr: 1.037e-01, eta: 5 days, 9:34:17, time: 1.461, data_time: 0.003, memory: 16628, top1_acc: 0.3661, top5_acc: 0.6179, loss_cls: 2.8453, loss: 2.8453, grad_norm: 2.0851 2021-01-24 03:35:12,789 - mmaction - INFO - Epoch [126][1600/2147] lr: 1.037e-01, eta: 5 days, 9:33:39, time: 1.434, data_time: 0.003, memory: 16628, top1_acc: 0.3879, top5_acc: 0.6304, loss_cls: 2.7767, loss: 2.7767, grad_norm: 2.0454 2021-01-24 03:35:46,225 - mmaction - INFO - Epoch [126][1620/2147] lr: 1.037e-01, eta: 5 days, 9:33:06, time: 1.670, data_time: 0.004, memory: 16628, top1_acc: 0.3754, top5_acc: 0.6263, loss_cls: 2.8387, loss: 2.8387, grad_norm: 2.1124 2021-01-24 03:36:17,671 - mmaction - INFO - Epoch [126][1640/2147] lr: 1.037e-01, eta: 5 days, 9:32:30, time: 1.575, data_time: 0.008, memory: 16628, top1_acc: 0.3902, top5_acc: 0.6451, loss_cls: 2.7335, loss: 2.7335, grad_norm: 2.0770 2021-01-24 03:36:52,419 - mmaction - INFO - Epoch [126][1660/2147] lr: 1.037e-01, eta: 5 days, 9:31:58, time: 1.730, data_time: 0.001, memory: 16628, top1_acc: 0.3710, top5_acc: 0.6277, loss_cls: 2.7799, loss: 2.7799, grad_norm: 2.0792 2021-01-24 03:37:22,617 - mmaction - INFO - Epoch [126][1680/2147] lr: 1.037e-01, eta: 5 days, 9:31:22, time: 1.514, data_time: 0.014, memory: 16628, top1_acc: 0.3933, top5_acc: 0.6531, loss_cls: 2.7105, loss: 2.7105, grad_norm: 2.1024 2021-01-24 03:37:51,195 - mmaction - INFO - Epoch [126][1700/2147] lr: 1.037e-01, eta: 5 days, 9:30:43, time: 1.432, data_time: 0.005, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6326, loss_cls: 2.7433, loss: 2.7433, grad_norm: 2.1519 2021-01-24 03:38:20,859 - mmaction - INFO - Epoch [126][1720/2147] lr: 1.037e-01, eta: 5 days, 9:30:06, time: 1.483, data_time: 0.046, memory: 16628, top1_acc: 0.3661, top5_acc: 0.6344, loss_cls: 2.8199, loss: 2.8199, grad_norm: 2.1233 2021-01-24 03:38:55,396 - mmaction - INFO - Epoch [126][1740/2147] lr: 1.037e-01, eta: 5 days, 9:29:34, time: 1.727, data_time: 0.002, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6312, loss_cls: 2.8339, loss: 2.8339, grad_norm: 2.1214 2021-01-24 03:39:26,323 - mmaction - INFO - Epoch [126][1760/2147] lr: 1.037e-01, eta: 5 days, 9:28:58, time: 1.545, data_time: 0.016, memory: 16628, top1_acc: 0.3580, top5_acc: 0.6263, loss_cls: 2.8640, loss: 2.8640, grad_norm: 2.1424 2021-01-24 03:39:54,892 - mmaction - INFO - Epoch [126][1780/2147] lr: 1.037e-01, eta: 5 days, 9:28:20, time: 1.428, data_time: 0.004, memory: 16628, top1_acc: 0.3799, top5_acc: 0.6451, loss_cls: 2.7392, loss: 2.7392, grad_norm: 2.0582 2021-01-24 03:40:27,140 - mmaction - INFO - Epoch [126][1800/2147] lr: 1.037e-01, eta: 5 days, 9:27:45, time: 1.606, data_time: 0.010, memory: 16628, top1_acc: 0.3871, top5_acc: 0.6500, loss_cls: 2.7560, loss: 2.7560, grad_norm: 2.0592 2021-01-24 03:40:59,615 - mmaction - INFO - Epoch [126][1820/2147] lr: 1.037e-01, eta: 5 days, 9:27:11, time: 1.632, data_time: 0.012, memory: 16628, top1_acc: 0.3853, top5_acc: 0.6442, loss_cls: 2.6971, loss: 2.6971, grad_norm: 2.0638 2021-01-24 03:41:29,997 - mmaction - INFO - Epoch [126][1840/2147] lr: 1.037e-01, eta: 5 days, 9:26:35, time: 1.519, data_time: 0.005, memory: 16628, top1_acc: 0.3920, top5_acc: 0.6295, loss_cls: 2.7993, loss: 2.7993, grad_norm: 2.1194 2021-01-24 03:42:02,027 - mmaction - INFO - Epoch [126][1860/2147] lr: 1.037e-01, eta: 5 days, 9:26:00, time: 1.597, data_time: 0.005, memory: 16628, top1_acc: 0.3821, top5_acc: 0.6371, loss_cls: 2.7632, loss: 2.7632, grad_norm: 2.0801 2021-01-24 03:42:33,324 - mmaction - INFO - Epoch [126][1880/2147] lr: 1.037e-01, eta: 5 days, 9:25:24, time: 1.566, data_time: 0.016, memory: 16628, top1_acc: 0.3897, top5_acc: 0.6438, loss_cls: 2.7427, loss: 2.7427, grad_norm: 2.0440 2021-01-24 03:43:04,873 - mmaction - INFO - Epoch [126][1900/2147] lr: 1.037e-01, eta: 5 days, 9:24:49, time: 1.579, data_time: 0.004, memory: 16628, top1_acc: 0.3862, top5_acc: 0.6473, loss_cls: 2.7270, loss: 2.7270, grad_norm: 2.1064 2021-01-24 03:43:35,641 - mmaction - INFO - Epoch [126][1920/2147] lr: 1.037e-01, eta: 5 days, 9:24:13, time: 1.538, data_time: 0.005, memory: 16628, top1_acc: 0.3647, top5_acc: 0.6192, loss_cls: 2.8783, loss: 2.8783, grad_norm: 2.1351 2021-01-24 03:44:05,905 - mmaction - INFO - Epoch [126][1940/2147] lr: 1.037e-01, eta: 5 days, 9:23:37, time: 1.513, data_time: 0.006, memory: 16628, top1_acc: 0.4009, top5_acc: 0.6429, loss_cls: 2.7628, loss: 2.7628, grad_norm: 2.0460 2021-01-24 03:44:34,818 - mmaction - INFO - Epoch [126][1960/2147] lr: 1.037e-01, eta: 5 days, 9:22:59, time: 1.448, data_time: 0.004, memory: 16628, top1_acc: 0.3808, top5_acc: 0.6491, loss_cls: 2.7468, loss: 2.7468, grad_norm: 2.1293 2021-01-24 03:45:05,846 - mmaction - INFO - Epoch [126][1980/2147] lr: 1.037e-01, eta: 5 days, 9:22:23, time: 1.550, data_time: 0.003, memory: 16628, top1_acc: 0.3696, top5_acc: 0.6424, loss_cls: 2.7803, loss: 2.7803, grad_norm: 2.1042 2021-01-24 03:45:34,790 - mmaction - INFO - Epoch [126][2000/2147] lr: 1.037e-01, eta: 5 days, 9:21:45, time: 1.449, data_time: 0.005, memory: 16628, top1_acc: 0.3839, top5_acc: 0.6451, loss_cls: 2.7445, loss: 2.7445, grad_norm: 2.1065 2021-01-24 03:46:03,684 - mmaction - INFO - Epoch [126][2020/2147] lr: 1.037e-01, eta: 5 days, 9:21:07, time: 1.445, data_time: 0.002, memory: 16628, top1_acc: 0.3692, top5_acc: 0.6223, loss_cls: 2.8065, loss: 2.8065, grad_norm: 2.0899 2021-01-24 03:46:34,202 - mmaction - INFO - Epoch [126][2040/2147] lr: 1.037e-01, eta: 5 days, 9:20:31, time: 1.524, data_time: 0.005, memory: 16628, top1_acc: 0.3746, top5_acc: 0.6357, loss_cls: 2.8170, loss: 2.8170, grad_norm: 2.1376 2021-01-24 03:47:09,900 - mmaction - INFO - Epoch [126][2060/2147] lr: 1.037e-01, eta: 5 days, 9:20:00, time: 1.783, data_time: 0.014, memory: 16628, top1_acc: 0.3888, top5_acc: 0.6406, loss_cls: 2.7382, loss: 2.7382, grad_norm: 2.0923 2021-01-24 03:47:40,913 - mmaction - INFO - Epoch [126][2080/2147] lr: 1.037e-01, eta: 5 days, 9:19:24, time: 1.553, data_time: 0.010, memory: 16628, top1_acc: 0.3915, top5_acc: 0.6371, loss_cls: 2.7752, loss: 2.7752, grad_norm: 2.0792 2021-01-24 03:48:10,122 - mmaction - INFO - Epoch [126][2100/2147] lr: 1.037e-01, eta: 5 days, 9:18:47, time: 1.461, data_time: 0.005, memory: 16628, top1_acc: 0.3915, top5_acc: 0.6482, loss_cls: 2.7266, loss: 2.7266, grad_norm: 2.0913 2021-01-24 03:48:40,922 - mmaction - INFO - Epoch [126][2120/2147] lr: 1.037e-01, eta: 5 days, 9:18:11, time: 1.539, data_time: 0.011, memory: 16628, top1_acc: 0.3866, top5_acc: 0.6299, loss_cls: 2.7878, loss: 2.7878, grad_norm: 2.1089 2021-01-24 03:49:09,575 - mmaction - INFO - Epoch [126][2140/2147] lr: 1.037e-01, eta: 5 days, 9:17:32, time: 1.434, data_time: 0.004, memory: 16628, top1_acc: 0.3692, top5_acc: 0.6295, loss_cls: 2.7877, loss: 2.7877, grad_norm: 2.1258 2021-01-24 03:55:36,468 - mmaction - INFO - Epoch [127][20/2147] lr: 1.025e-01, eta: 5 days, 9:22:10, time: 17.886, data_time: 16.112, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6460, loss_cls: 2.7733, loss: 2.7733, grad_norm: 2.1394 2021-01-24 03:56:10,494 - mmaction - INFO - Epoch [127][40/2147] lr: 1.025e-01, eta: 5 days, 9:21:37, time: 1.701, data_time: 0.008, memory: 16628, top1_acc: 0.3830, top5_acc: 0.6304, loss_cls: 2.8024, loss: 2.8024, grad_norm: 2.1783 2021-01-24 03:56:44,679 - mmaction - INFO - Epoch [127][60/2147] lr: 1.025e-01, eta: 5 days, 9:21:05, time: 1.703, data_time: 0.007, memory: 16628, top1_acc: 0.4036, top5_acc: 0.6478, loss_cls: 2.7481, loss: 2.7481, grad_norm: 2.0805 2021-01-24 03:57:14,853 - mmaction - INFO - Epoch [127][80/2147] lr: 1.025e-01, eta: 5 days, 9:20:28, time: 1.508, data_time: 0.009, memory: 16628, top1_acc: 0.3821, top5_acc: 0.6455, loss_cls: 2.7006, loss: 2.7006, grad_norm: 2.1351 2021-01-24 03:57:45,416 - mmaction - INFO - Epoch [127][100/2147] lr: 1.025e-01, eta: 5 days, 9:19:52, time: 1.533, data_time: 0.016, memory: 16628, top1_acc: 0.3844, top5_acc: 0.6415, loss_cls: 2.7408, loss: 2.7408, grad_norm: 2.1264 2021-01-24 03:58:15,721 - mmaction - INFO - Epoch [127][120/2147] lr: 1.025e-01, eta: 5 days, 9:19:15, time: 1.516, data_time: 0.018, memory: 16628, top1_acc: 0.3830, top5_acc: 0.6335, loss_cls: 2.8088, loss: 2.8088, grad_norm: 2.1463 2021-01-24 03:58:45,241 - mmaction - INFO - Epoch [127][140/2147] lr: 1.025e-01, eta: 5 days, 9:18:38, time: 1.477, data_time: 0.012, memory: 16628, top1_acc: 0.3839, top5_acc: 0.6362, loss_cls: 2.7857, loss: 2.7857, grad_norm: 2.1458 2021-01-24 03:59:16,591 - mmaction - INFO - Epoch [127][160/2147] lr: 1.025e-01, eta: 5 days, 9:18:02, time: 1.567, data_time: 0.009, memory: 16628, top1_acc: 0.3946, top5_acc: 0.6647, loss_cls: 2.7058, loss: 2.7058, grad_norm: 2.1079 2021-01-24 03:59:45,780 - mmaction - INFO - Epoch [127][180/2147] lr: 1.025e-01, eta: 5 days, 9:17:25, time: 1.461, data_time: 0.010, memory: 16628, top1_acc: 0.3754, top5_acc: 0.6388, loss_cls: 2.7657, loss: 2.7657, grad_norm: 2.1073 2021-01-24 04:00:17,711 - mmaction - INFO - Epoch [127][200/2147] lr: 1.025e-01, eta: 5 days, 9:16:50, time: 1.595, data_time: 0.003, memory: 16628, top1_acc: 0.3741, top5_acc: 0.6366, loss_cls: 2.7654, loss: 2.7654, grad_norm: 2.0944 2021-01-24 04:00:49,843 - mmaction - INFO - Epoch [127][220/2147] lr: 1.025e-01, eta: 5 days, 9:16:15, time: 1.608, data_time: 0.004, memory: 16628, top1_acc: 0.4045, top5_acc: 0.6536, loss_cls: 2.6705, loss: 2.6705, grad_norm: 2.0406 2021-01-24 04:01:18,643 - mmaction - INFO - Epoch [127][240/2147] lr: 1.025e-01, eta: 5 days, 9:15:37, time: 1.440, data_time: 0.005, memory: 16628, top1_acc: 0.3808, top5_acc: 0.6429, loss_cls: 2.7584, loss: 2.7584, grad_norm: 2.0673 2021-01-24 04:01:51,353 - mmaction - INFO - Epoch [127][260/2147] lr: 1.025e-01, eta: 5 days, 9:15:03, time: 1.630, data_time: 0.007, memory: 16628, top1_acc: 0.3973, top5_acc: 0.6683, loss_cls: 2.6684, loss: 2.6684, grad_norm: 2.1165 2021-01-24 04:02:22,136 - mmaction - INFO - Epoch [127][280/2147] lr: 1.025e-01, eta: 5 days, 9:14:27, time: 1.545, data_time: 0.011, memory: 16628, top1_acc: 0.4013, top5_acc: 0.6522, loss_cls: 2.6909, loss: 2.6909, grad_norm: 2.1050 2021-01-24 04:02:51,047 - mmaction - INFO - Epoch [127][300/2147] lr: 1.025e-01, eta: 5 days, 9:13:49, time: 1.446, data_time: 0.009, memory: 16628, top1_acc: 0.3875, top5_acc: 0.6393, loss_cls: 2.7741, loss: 2.7741, grad_norm: 2.1369 2021-01-24 04:03:22,579 - mmaction - INFO - Epoch [127][320/2147] lr: 1.025e-01, eta: 5 days, 9:13:14, time: 1.576, data_time: 0.051, memory: 16628, top1_acc: 0.4000, top5_acc: 0.6518, loss_cls: 2.7239, loss: 2.7239, grad_norm: 2.0835 2021-01-24 04:03:53,512 - mmaction - INFO - Epoch [127][340/2147] lr: 1.025e-01, eta: 5 days, 9:12:38, time: 1.539, data_time: 0.007, memory: 16628, top1_acc: 0.3799, top5_acc: 0.6393, loss_cls: 2.7833, loss: 2.7833, grad_norm: 2.1414 2021-01-24 04:04:22,402 - mmaction - INFO - Epoch [127][360/2147] lr: 1.025e-01, eta: 5 days, 9:12:00, time: 1.452, data_time: 0.013, memory: 16628, top1_acc: 0.3830, top5_acc: 0.6232, loss_cls: 2.8061, loss: 2.8061, grad_norm: 2.1129 2021-01-24 04:04:53,086 - mmaction - INFO - Epoch [127][380/2147] lr: 1.025e-01, eta: 5 days, 9:11:24, time: 1.533, data_time: 0.010, memory: 16628, top1_acc: 0.3812, top5_acc: 0.6415, loss_cls: 2.7883, loss: 2.7883, grad_norm: 2.1681 2021-01-24 04:05:21,906 - mmaction - INFO - Epoch [127][400/2147] lr: 1.025e-01, eta: 5 days, 9:10:46, time: 1.443, data_time: 0.011, memory: 16628, top1_acc: 0.3862, top5_acc: 0.6513, loss_cls: 2.7045, loss: 2.7045, grad_norm: 2.1199 2021-01-24 04:05:53,211 - mmaction - INFO - Epoch [127][420/2147] lr: 1.025e-01, eta: 5 days, 9:10:10, time: 1.564, data_time: 0.004, memory: 16628, top1_acc: 0.3906, top5_acc: 0.6513, loss_cls: 2.7247, loss: 2.7247, grad_norm: 2.1027 2021-01-24 04:06:22,124 - mmaction - INFO - Epoch [127][440/2147] lr: 1.025e-01, eta: 5 days, 9:09:32, time: 1.444, data_time: 0.002, memory: 16628, top1_acc: 0.3821, top5_acc: 0.6317, loss_cls: 2.7875, loss: 2.7875, grad_norm: 2.0947 2021-01-24 04:06:55,797 - mmaction - INFO - Epoch [127][460/2147] lr: 1.025e-01, eta: 5 days, 9:08:59, time: 1.679, data_time: 0.012, memory: 16628, top1_acc: 0.3866, top5_acc: 0.6371, loss_cls: 2.7803, loss: 2.7803, grad_norm: 2.1458 2021-01-24 04:07:26,081 - mmaction - INFO - Epoch [127][480/2147] lr: 1.025e-01, eta: 5 days, 9:08:23, time: 1.520, data_time: 0.012, memory: 16628, top1_acc: 0.3812, top5_acc: 0.6339, loss_cls: 2.8232, loss: 2.8232, grad_norm: 2.0721 2021-01-24 04:07:56,070 - mmaction - INFO - Epoch [127][500/2147] lr: 1.025e-01, eta: 5 days, 9:07:46, time: 1.501, data_time: 0.010, memory: 16628, top1_acc: 0.3830, top5_acc: 0.6411, loss_cls: 2.7337, loss: 2.7337, grad_norm: 2.1159 2021-01-24 04:08:24,866 - mmaction - INFO - Epoch [127][520/2147] lr: 1.025e-01, eta: 5 days, 9:07:08, time: 1.432, data_time: 0.004, memory: 16628, top1_acc: 0.3946, top5_acc: 0.6192, loss_cls: 2.7916, loss: 2.7916, grad_norm: 2.1001 2021-01-24 04:08:54,996 - mmaction - INFO - Epoch [127][540/2147] lr: 1.025e-01, eta: 5 days, 9:06:31, time: 1.514, data_time: 0.009, memory: 16628, top1_acc: 0.3853, top5_acc: 0.6473, loss_cls: 2.7157, loss: 2.7157, grad_norm: 2.0715 2021-01-24 04:09:25,581 - mmaction - INFO - Epoch [127][560/2147] lr: 1.025e-01, eta: 5 days, 9:05:55, time: 1.527, data_time: 0.003, memory: 16628, top1_acc: 0.3955, top5_acc: 0.6446, loss_cls: 2.7407, loss: 2.7407, grad_norm: 2.1030 2021-01-24 04:09:54,610 - mmaction - INFO - Epoch [127][580/2147] lr: 1.025e-01, eta: 5 days, 9:05:17, time: 1.451, data_time: 0.004, memory: 16628, top1_acc: 0.3915, top5_acc: 0.6344, loss_cls: 2.7859, loss: 2.7859, grad_norm: 2.1026 2021-01-24 04:10:23,760 - mmaction - INFO - Epoch [127][600/2147] lr: 1.025e-01, eta: 5 days, 9:04:39, time: 1.460, data_time: 0.004, memory: 16628, top1_acc: 0.3768, top5_acc: 0.6246, loss_cls: 2.8392, loss: 2.8392, grad_norm: 2.0643 2021-01-24 04:10:52,958 - mmaction - INFO - Epoch [127][620/2147] lr: 1.025e-01, eta: 5 days, 9:04:02, time: 1.458, data_time: 0.008, memory: 16628, top1_acc: 0.3710, top5_acc: 0.6187, loss_cls: 2.8322, loss: 2.8322, grad_norm: 2.1008 2021-01-24 04:11:26,125 - mmaction - INFO - Epoch [127][640/2147] lr: 1.025e-01, eta: 5 days, 9:03:28, time: 1.657, data_time: 0.005, memory: 16628, top1_acc: 0.3714, top5_acc: 0.6295, loss_cls: 2.8324, loss: 2.8324, grad_norm: 2.1217 2021-01-24 04:12:01,458 - mmaction - INFO - Epoch [127][660/2147] lr: 1.025e-01, eta: 5 days, 9:02:57, time: 1.765, data_time: 0.010, memory: 16628, top1_acc: 0.3911, top5_acc: 0.6545, loss_cls: 2.6961, loss: 2.6961, grad_norm: 2.0634 2021-01-24 04:12:30,573 - mmaction - INFO - Epoch [127][680/2147] lr: 1.025e-01, eta: 5 days, 9:02:19, time: 1.448, data_time: 0.010, memory: 16628, top1_acc: 0.4000, top5_acc: 0.6429, loss_cls: 2.7428, loss: 2.7428, grad_norm: 2.0937 2021-01-24 04:12:59,250 - mmaction - INFO - Epoch [127][700/2147] lr: 1.025e-01, eta: 5 days, 9:01:41, time: 1.444, data_time: 0.016, memory: 16628, top1_acc: 0.3777, top5_acc: 0.6397, loss_cls: 2.7617, loss: 2.7617, grad_norm: 2.1135 2021-01-24 04:13:29,202 - mmaction - INFO - Epoch [127][720/2147] lr: 1.025e-01, eta: 5 days, 9:01:04, time: 1.498, data_time: 0.002, memory: 16628, top1_acc: 0.4013, top5_acc: 0.6482, loss_cls: 2.7151, loss: 2.7151, grad_norm: 2.0841 2021-01-24 04:13:58,906 - mmaction - INFO - Epoch [127][740/2147] lr: 1.025e-01, eta: 5 days, 9:00:27, time: 1.483, data_time: 0.004, memory: 16628, top1_acc: 0.3911, top5_acc: 0.6496, loss_cls: 2.7132, loss: 2.7132, grad_norm: 2.1160 2021-01-24 04:14:27,601 - mmaction - INFO - Epoch [127][760/2147] lr: 1.025e-01, eta: 5 days, 8:59:49, time: 1.437, data_time: 0.007, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6237, loss_cls: 2.7977, loss: 2.7977, grad_norm: 2.1213 2021-01-24 04:14:57,599 - mmaction - INFO - Epoch [127][780/2147] lr: 1.025e-01, eta: 5 days, 8:59:12, time: 1.499, data_time: 0.005, memory: 16628, top1_acc: 0.3844, top5_acc: 0.6371, loss_cls: 2.7573, loss: 2.7573, grad_norm: 2.1353 2021-01-24 04:15:26,394 - mmaction - INFO - Epoch [127][800/2147] lr: 1.025e-01, eta: 5 days, 8:58:34, time: 1.439, data_time: 0.004, memory: 16628, top1_acc: 0.3737, top5_acc: 0.6232, loss_cls: 2.8281, loss: 2.8281, grad_norm: 2.1538 2021-01-24 04:15:56,124 - mmaction - INFO - Epoch [127][820/2147] lr: 1.025e-01, eta: 5 days, 8:57:57, time: 1.487, data_time: 0.005, memory: 16628, top1_acc: 0.3991, top5_acc: 0.6446, loss_cls: 2.7047, loss: 2.7047, grad_norm: 2.1211 2021-01-24 04:16:24,832 - mmaction - INFO - Epoch [127][840/2147] lr: 1.025e-01, eta: 5 days, 8:57:18, time: 1.437, data_time: 0.005, memory: 16628, top1_acc: 0.3973, top5_acc: 0.6607, loss_cls: 2.7171, loss: 2.7171, grad_norm: 2.1727 2021-01-24 04:17:01,874 - mmaction - INFO - Epoch [127][860/2147] lr: 1.025e-01, eta: 5 days, 8:56:49, time: 1.851, data_time: 0.004, memory: 16628, top1_acc: 0.3710, top5_acc: 0.6281, loss_cls: 2.8533, loss: 2.8533, grad_norm: 2.1499 2021-01-24 04:17:32,360 - mmaction - INFO - Epoch [127][880/2147] lr: 1.025e-01, eta: 5 days, 8:56:13, time: 1.524, data_time: 0.003, memory: 16628, top1_acc: 0.3853, top5_acc: 0.6388, loss_cls: 2.7891, loss: 2.7891, grad_norm: 2.0683 2021-01-24 04:18:01,457 - mmaction - INFO - Epoch [127][900/2147] lr: 1.025e-01, eta: 5 days, 8:55:35, time: 1.455, data_time: 0.011, memory: 16628, top1_acc: 0.3906, top5_acc: 0.6429, loss_cls: 2.7427, loss: 2.7427, grad_norm: 2.0913 2021-01-24 04:18:31,765 - mmaction - INFO - Epoch [127][920/2147] lr: 1.025e-01, eta: 5 days, 8:54:58, time: 1.516, data_time: 0.012, memory: 16628, top1_acc: 0.3862, top5_acc: 0.6442, loss_cls: 2.7501, loss: 2.7501, grad_norm: 2.0833 2021-01-24 04:19:00,615 - mmaction - INFO - Epoch [127][940/2147] lr: 1.025e-01, eta: 5 days, 8:54:20, time: 1.442, data_time: 0.002, memory: 16628, top1_acc: 0.3763, top5_acc: 0.6415, loss_cls: 2.7250, loss: 2.7250, grad_norm: 2.0477 2021-01-24 04:19:30,814 - mmaction - INFO - Epoch [127][960/2147] lr: 1.025e-01, eta: 5 days, 8:53:44, time: 1.511, data_time: 0.004, memory: 16628, top1_acc: 0.3795, top5_acc: 0.6429, loss_cls: 2.7503, loss: 2.7503, grad_norm: 2.1069 2021-01-24 04:19:59,786 - mmaction - INFO - Epoch [127][980/2147] lr: 1.025e-01, eta: 5 days, 8:53:06, time: 1.448, data_time: 0.002, memory: 16628, top1_acc: 0.3879, top5_acc: 0.6308, loss_cls: 2.7596, loss: 2.7596, grad_norm: 2.1250 2021-01-24 04:20:29,729 - mmaction - INFO - Epoch [127][1000/2147] lr: 1.025e-01, eta: 5 days, 8:52:29, time: 1.497, data_time: 0.003, memory: 16628, top1_acc: 0.3906, top5_acc: 0.6424, loss_cls: 2.7197, loss: 2.7197, grad_norm: 2.1014 2021-01-24 04:20:58,773 - mmaction - INFO - Epoch [127][1020/2147] lr: 1.025e-01, eta: 5 days, 8:51:51, time: 1.444, data_time: 0.002, memory: 16628, top1_acc: 0.3857, top5_acc: 0.6397, loss_cls: 2.7608, loss: 2.7608, grad_norm: 2.1423 2021-01-24 04:21:33,940 - mmaction - INFO - Epoch [127][1040/2147] lr: 1.025e-01, eta: 5 days, 8:51:18, time: 1.686, data_time: 0.013, memory: 16628, top1_acc: 0.3933, top5_acc: 0.6531, loss_cls: 2.7441, loss: 2.7441, grad_norm: 2.0952 2021-01-24 04:22:05,871 - mmaction - INFO - Epoch [127][1060/2147] lr: 1.025e-01, eta: 5 days, 8:50:45, time: 1.671, data_time: 0.109, memory: 16628, top1_acc: 0.3763, top5_acc: 0.6415, loss_cls: 2.7490, loss: 2.7490, grad_norm: 2.1009 2021-01-24 04:22:36,018 - mmaction - INFO - Epoch [127][1080/2147] lr: 1.025e-01, eta: 5 days, 8:50:08, time: 1.505, data_time: 0.012, memory: 16628, top1_acc: 0.3821, top5_acc: 0.6317, loss_cls: 2.7537, loss: 2.7537, grad_norm: 2.1001 2021-01-24 04:23:10,519 - mmaction - INFO - Epoch [127][1100/2147] lr: 1.025e-01, eta: 5 days, 8:49:36, time: 1.730, data_time: 0.012, memory: 16628, top1_acc: 0.3835, top5_acc: 0.6339, loss_cls: 2.7965, loss: 2.7965, grad_norm: 2.0443 2021-01-24 04:23:39,630 - mmaction - INFO - Epoch [127][1120/2147] lr: 1.025e-01, eta: 5 days, 8:48:58, time: 1.460, data_time: 0.007, memory: 16628, top1_acc: 0.3830, top5_acc: 0.6371, loss_cls: 2.7868, loss: 2.7868, grad_norm: 2.1104 2021-01-24 04:24:11,006 - mmaction - INFO - Epoch [127][1140/2147] lr: 1.025e-01, eta: 5 days, 8:48:23, time: 1.557, data_time: 0.006, memory: 16628, top1_acc: 0.3996, top5_acc: 0.6487, loss_cls: 2.7270, loss: 2.7270, grad_norm: 2.0748 2021-01-24 04:24:39,863 - mmaction - INFO - Epoch [127][1160/2147] lr: 1.025e-01, eta: 5 days, 8:47:45, time: 1.454, data_time: 0.017, memory: 16628, top1_acc: 0.3902, top5_acc: 0.6366, loss_cls: 2.7536, loss: 2.7536, grad_norm: 2.1046 2021-01-24 04:25:08,490 - mmaction - INFO - Epoch [127][1180/2147] lr: 1.025e-01, eta: 5 days, 8:47:07, time: 1.431, data_time: 0.003, memory: 16628, top1_acc: 0.3781, top5_acc: 0.6295, loss_cls: 2.7685, loss: 2.7685, grad_norm: 2.1562 2021-01-24 04:25:40,027 - mmaction - INFO - Epoch [127][1200/2147] lr: 1.025e-01, eta: 5 days, 8:46:31, time: 1.575, data_time: 0.003, memory: 16628, top1_acc: 0.3871, top5_acc: 0.6420, loss_cls: 2.7327, loss: 2.7327, grad_norm: 2.0829 2021-01-24 04:26:08,625 - mmaction - INFO - Epoch [127][1220/2147] lr: 1.025e-01, eta: 5 days, 8:45:53, time: 1.433, data_time: 0.006, memory: 16628, top1_acc: 0.3781, top5_acc: 0.6263, loss_cls: 2.8390, loss: 2.8390, grad_norm: 2.1533 2021-01-24 04:26:41,567 - mmaction - INFO - Epoch [127][1240/2147] lr: 1.025e-01, eta: 5 days, 8:45:19, time: 1.647, data_time: 0.001, memory: 16628, top1_acc: 0.3777, top5_acc: 0.6406, loss_cls: 2.7852, loss: 2.7852, grad_norm: 2.1172 2021-01-24 04:27:11,517 - mmaction - INFO - Epoch [127][1260/2147] lr: 1.025e-01, eta: 5 days, 8:44:43, time: 1.497, data_time: 0.001, memory: 16628, top1_acc: 0.3821, top5_acc: 0.6384, loss_cls: 2.7584, loss: 2.7584, grad_norm: 2.1443 2021-01-24 04:27:41,275 - mmaction - INFO - Epoch [127][1280/2147] lr: 1.025e-01, eta: 5 days, 8:44:06, time: 1.488, data_time: 0.003, memory: 16628, top1_acc: 0.3790, top5_acc: 0.6308, loss_cls: 2.7815, loss: 2.7815, grad_norm: 2.1074 2021-01-24 04:28:12,999 - mmaction - INFO - Epoch [127][1300/2147] lr: 1.025e-01, eta: 5 days, 8:43:31, time: 1.586, data_time: 0.003, memory: 16628, top1_acc: 0.3897, top5_acc: 0.6402, loss_cls: 2.7474, loss: 2.7474, grad_norm: 2.1312 2021-01-24 04:28:41,645 - mmaction - INFO - Epoch [127][1320/2147] lr: 1.025e-01, eta: 5 days, 8:42:52, time: 1.432, data_time: 0.001, memory: 16628, top1_acc: 0.3759, top5_acc: 0.6272, loss_cls: 2.8167, loss: 2.8167, grad_norm: 2.1138 2021-01-24 04:29:10,416 - mmaction - INFO - Epoch [127][1340/2147] lr: 1.025e-01, eta: 5 days, 8:42:14, time: 1.437, data_time: 0.002, memory: 16628, top1_acc: 0.3888, top5_acc: 0.6281, loss_cls: 2.8107, loss: 2.8107, grad_norm: 2.1421 2021-01-24 04:29:39,113 - mmaction - INFO - Epoch [127][1360/2147] lr: 1.025e-01, eta: 5 days, 8:41:36, time: 1.437, data_time: 0.009, memory: 16628, top1_acc: 0.3839, top5_acc: 0.6286, loss_cls: 2.8151, loss: 2.8151, grad_norm: 2.1153 2021-01-24 04:30:08,956 - mmaction - INFO - Epoch [127][1380/2147] lr: 1.025e-01, eta: 5 days, 8:40:59, time: 1.493, data_time: 0.006, memory: 16628, top1_acc: 0.3987, top5_acc: 0.6455, loss_cls: 2.7546, loss: 2.7546, grad_norm: 2.1213 2021-01-24 04:30:38,667 - mmaction - INFO - Epoch [127][1400/2147] lr: 1.025e-01, eta: 5 days, 8:40:22, time: 1.484, data_time: 0.001, memory: 16628, top1_acc: 0.3929, top5_acc: 0.6348, loss_cls: 2.7648, loss: 2.7648, grad_norm: 2.1153 2021-01-24 04:31:07,573 - mmaction - INFO - Epoch [127][1420/2147] lr: 1.025e-01, eta: 5 days, 8:39:44, time: 1.442, data_time: 0.003, memory: 16628, top1_acc: 0.3915, top5_acc: 0.6379, loss_cls: 2.7703, loss: 2.7703, grad_norm: 2.1318 2021-01-24 04:31:37,852 - mmaction - INFO - Epoch [127][1440/2147] lr: 1.025e-01, eta: 5 days, 8:39:08, time: 1.518, data_time: 0.009, memory: 16628, top1_acc: 0.3951, top5_acc: 0.6545, loss_cls: 2.7039, loss: 2.7039, grad_norm: 2.1057 2021-01-24 04:32:09,276 - mmaction - INFO - Epoch [127][1460/2147] lr: 1.025e-01, eta: 5 days, 8:38:32, time: 1.569, data_time: 0.003, memory: 16628, top1_acc: 0.3790, top5_acc: 0.6210, loss_cls: 2.7967, loss: 2.7967, grad_norm: 2.0829 2021-01-24 04:32:38,034 - mmaction - INFO - Epoch [127][1480/2147] lr: 1.025e-01, eta: 5 days, 8:37:54, time: 1.438, data_time: 0.005, memory: 16628, top1_acc: 0.3960, top5_acc: 0.6500, loss_cls: 2.7416, loss: 2.7416, grad_norm: 2.0829 2021-01-24 04:33:06,670 - mmaction - INFO - Epoch [127][1500/2147] lr: 1.025e-01, eta: 5 days, 8:37:16, time: 1.431, data_time: 0.006, memory: 16628, top1_acc: 0.3826, top5_acc: 0.6281, loss_cls: 2.8137, loss: 2.8137, grad_norm: 2.0853 2021-01-24 04:33:35,921 - mmaction - INFO - Epoch [127][1520/2147] lr: 1.025e-01, eta: 5 days, 8:36:39, time: 1.464, data_time: 0.004, memory: 16628, top1_acc: 0.3817, top5_acc: 0.6357, loss_cls: 2.7772, loss: 2.7772, grad_norm: 2.0797 2021-01-24 04:34:04,928 - mmaction - INFO - Epoch [127][1540/2147] lr: 1.025e-01, eta: 5 days, 8:36:01, time: 1.451, data_time: 0.009, memory: 16628, top1_acc: 0.3955, top5_acc: 0.6371, loss_cls: 2.7346, loss: 2.7346, grad_norm: 2.0700 2021-01-24 04:34:37,326 - mmaction - INFO - Epoch [127][1560/2147] lr: 1.025e-01, eta: 5 days, 8:35:26, time: 1.620, data_time: 0.003, memory: 16628, top1_acc: 0.3853, top5_acc: 0.6402, loss_cls: 2.7891, loss: 2.7891, grad_norm: 2.1068 2021-01-24 04:35:07,093 - mmaction - INFO - Epoch [127][1580/2147] lr: 1.025e-01, eta: 5 days, 8:34:49, time: 1.490, data_time: 0.003, memory: 16628, top1_acc: 0.3804, top5_acc: 0.6473, loss_cls: 2.7666, loss: 2.7666, grad_norm: 2.1123 2021-01-24 04:35:36,363 - mmaction - INFO - Epoch [127][1600/2147] lr: 1.025e-01, eta: 5 days, 8:34:12, time: 1.461, data_time: 0.001, memory: 16628, top1_acc: 0.3781, top5_acc: 0.6263, loss_cls: 2.8019, loss: 2.8019, grad_norm: 2.1310 2021-01-24 04:36:05,490 - mmaction - INFO - Epoch [127][1620/2147] lr: 1.025e-01, eta: 5 days, 8:33:34, time: 1.459, data_time: 0.005, memory: 16628, top1_acc: 0.3741, top5_acc: 0.6281, loss_cls: 2.7829, loss: 2.7829, grad_norm: 2.1056 2021-01-24 04:36:35,663 - mmaction - INFO - Epoch [127][1640/2147] lr: 1.025e-01, eta: 5 days, 8:32:58, time: 1.508, data_time: 0.002, memory: 16628, top1_acc: 0.3969, top5_acc: 0.6393, loss_cls: 2.7931, loss: 2.7931, grad_norm: 2.1395 2021-01-24 04:37:08,032 - mmaction - INFO - Epoch [127][1660/2147] lr: 1.025e-01, eta: 5 days, 8:32:23, time: 1.612, data_time: 0.006, memory: 16628, top1_acc: 0.3732, top5_acc: 0.6210, loss_cls: 2.8712, loss: 2.8712, grad_norm: 2.1280 2021-01-24 04:37:38,766 - mmaction - INFO - Epoch [127][1680/2147] lr: 1.025e-01, eta: 5 days, 8:31:47, time: 1.544, data_time: 0.011, memory: 16628, top1_acc: 0.3674, top5_acc: 0.6272, loss_cls: 2.8441, loss: 2.8441, grad_norm: 2.0640 2021-01-24 04:38:11,838 - mmaction - INFO - Epoch [127][1700/2147] lr: 1.025e-01, eta: 5 days, 8:31:14, time: 1.653, data_time: 0.004, memory: 16628, top1_acc: 0.3902, top5_acc: 0.6344, loss_cls: 2.7823, loss: 2.7823, grad_norm: 2.0734 2021-01-24 04:38:40,434 - mmaction - INFO - Epoch [127][1720/2147] lr: 1.025e-01, eta: 5 days, 8:30:35, time: 1.430, data_time: 0.002, memory: 16628, top1_acc: 0.4004, top5_acc: 0.6415, loss_cls: 2.7527, loss: 2.7527, grad_norm: 2.1368 2021-01-24 04:39:10,474 - mmaction - INFO - Epoch [127][1740/2147] lr: 1.025e-01, eta: 5 days, 8:29:59, time: 1.500, data_time: 0.004, memory: 16628, top1_acc: 0.3616, top5_acc: 0.6183, loss_cls: 2.8719, loss: 2.8719, grad_norm: 2.1772 2021-01-24 04:39:39,250 - mmaction - INFO - Epoch [127][1760/2147] lr: 1.025e-01, eta: 5 days, 8:29:21, time: 1.440, data_time: 0.004, memory: 16628, top1_acc: 0.3817, top5_acc: 0.6188, loss_cls: 2.8111, loss: 2.8111, grad_norm: 2.0890 2021-01-24 04:40:08,778 - mmaction - INFO - Epoch [127][1780/2147] lr: 1.025e-01, eta: 5 days, 8:28:43, time: 1.477, data_time: 0.003, memory: 16628, top1_acc: 0.3888, top5_acc: 0.6429, loss_cls: 2.7359, loss: 2.7359, grad_norm: 2.0744 2021-01-24 04:40:39,724 - mmaction - INFO - Epoch [127][1800/2147] lr: 1.025e-01, eta: 5 days, 8:28:08, time: 1.547, data_time: 0.004, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6165, loss_cls: 2.8538, loss: 2.8538, grad_norm: 2.1131 2021-01-24 04:41:09,021 - mmaction - INFO - Epoch [127][1820/2147] lr: 1.025e-01, eta: 5 days, 8:27:30, time: 1.465, data_time: 0.002, memory: 16628, top1_acc: 0.3790, top5_acc: 0.6339, loss_cls: 2.7746, loss: 2.7746, grad_norm: 2.0737 2021-01-24 04:41:44,850 - mmaction - INFO - Epoch [127][1840/2147] lr: 1.025e-01, eta: 5 days, 8:26:58, time: 1.747, data_time: 0.004, memory: 16628, top1_acc: 0.3821, top5_acc: 0.6317, loss_cls: 2.7987, loss: 2.7987, grad_norm: 2.0850 2021-01-24 04:42:13,750 - mmaction - INFO - Epoch [127][1860/2147] lr: 1.025e-01, eta: 5 days, 8:26:21, time: 1.488, data_time: 0.050, memory: 16628, top1_acc: 0.3871, top5_acc: 0.6464, loss_cls: 2.7550, loss: 2.7550, grad_norm: 2.1355 2021-01-24 04:42:44,317 - mmaction - INFO - Epoch [127][1880/2147] lr: 1.025e-01, eta: 5 days, 8:25:45, time: 1.526, data_time: 0.003, memory: 16628, top1_acc: 0.3772, top5_acc: 0.6371, loss_cls: 2.7780, loss: 2.7780, grad_norm: 2.1294 2021-01-24 04:43:13,302 - mmaction - INFO - Epoch [127][1900/2147] lr: 1.025e-01, eta: 5 days, 8:25:07, time: 1.453, data_time: 0.007, memory: 16628, top1_acc: 0.3933, top5_acc: 0.6482, loss_cls: 2.7629, loss: 2.7629, grad_norm: 2.1513 2021-01-24 04:43:43,449 - mmaction - INFO - Epoch [127][1920/2147] lr: 1.025e-01, eta: 5 days, 8:24:31, time: 1.508, data_time: 0.003, memory: 16628, top1_acc: 0.3821, top5_acc: 0.6326, loss_cls: 2.8003, loss: 2.8003, grad_norm: 2.1345 2021-01-24 04:44:14,230 - mmaction - INFO - Epoch [127][1940/2147] lr: 1.025e-01, eta: 5 days, 8:23:55, time: 1.539, data_time: 0.004, memory: 16628, top1_acc: 0.3817, top5_acc: 0.6321, loss_cls: 2.8111, loss: 2.8111, grad_norm: 2.0622 2021-01-24 04:44:46,177 - mmaction - INFO - Epoch [127][1960/2147] lr: 1.025e-01, eta: 5 days, 8:23:20, time: 1.589, data_time: 0.001, memory: 16628, top1_acc: 0.3746, top5_acc: 0.6125, loss_cls: 2.8510, loss: 2.8510, grad_norm: 2.1000 2021-01-24 04:45:15,776 - mmaction - INFO - Epoch [127][1980/2147] lr: 1.025e-01, eta: 5 days, 8:22:43, time: 1.488, data_time: 0.011, memory: 16628, top1_acc: 0.3795, top5_acc: 0.6304, loss_cls: 2.8337, loss: 2.8337, grad_norm: 2.1390 2021-01-24 04:45:45,605 - mmaction - INFO - Epoch [127][2000/2147] lr: 1.025e-01, eta: 5 days, 8:22:06, time: 1.490, data_time: 0.002, memory: 16628, top1_acc: 0.3902, top5_acc: 0.6321, loss_cls: 2.7954, loss: 2.7954, grad_norm: 2.1032 2021-01-24 04:46:20,517 - mmaction - INFO - Epoch [127][2020/2147] lr: 1.025e-01, eta: 5 days, 8:21:34, time: 1.728, data_time: 0.010, memory: 16628, top1_acc: 0.3781, top5_acc: 0.6388, loss_cls: 2.7741, loss: 2.7741, grad_norm: 2.1364 2021-01-24 04:46:51,949 - mmaction - INFO - Epoch [127][2040/2147] lr: 1.025e-01, eta: 5 days, 8:20:59, time: 1.581, data_time: 0.023, memory: 16628, top1_acc: 0.3942, top5_acc: 0.6388, loss_cls: 2.7878, loss: 2.7878, grad_norm: 2.1314 2021-01-24 04:47:21,583 - mmaction - INFO - Epoch [127][2060/2147] lr: 1.025e-01, eta: 5 days, 8:20:22, time: 1.486, data_time: 0.017, memory: 16628, top1_acc: 0.3759, top5_acc: 0.6321, loss_cls: 2.8373, loss: 2.8373, grad_norm: 2.1613 2021-01-24 04:47:58,379 - mmaction - INFO - Epoch [127][2080/2147] lr: 1.025e-01, eta: 5 days, 8:19:52, time: 1.842, data_time: 0.012, memory: 16628, top1_acc: 0.3687, top5_acc: 0.6339, loss_cls: 2.8570, loss: 2.8570, grad_norm: 2.1480 2021-01-24 04:48:29,296 - mmaction - INFO - Epoch [127][2100/2147] lr: 1.025e-01, eta: 5 days, 8:19:16, time: 1.549, data_time: 0.017, memory: 16628, top1_acc: 0.3893, top5_acc: 0.6348, loss_cls: 2.7787, loss: 2.7787, grad_norm: 2.0574 2021-01-24 04:48:58,933 - mmaction - INFO - Epoch [127][2120/2147] lr: 1.025e-01, eta: 5 days, 8:18:39, time: 1.481, data_time: 0.002, memory: 16628, top1_acc: 0.3920, top5_acc: 0.6491, loss_cls: 2.7270, loss: 2.7270, grad_norm: 2.1273 2021-01-24 04:49:27,561 - mmaction - INFO - Epoch [127][2140/2147] lr: 1.025e-01, eta: 5 days, 8:18:01, time: 1.433, data_time: 0.004, memory: 16628, top1_acc: 0.4054, top5_acc: 0.6446, loss_cls: 2.7093, loss: 2.7093, grad_norm: 2.1068 2021-01-24 04:55:17,157 - mmaction - INFO - Epoch [128][20/2147] lr: 1.012e-01, eta: 5 days, 8:21:57, time: 16.086, data_time: 14.327, memory: 16628, top1_acc: 0.3951, top5_acc: 0.6402, loss_cls: 2.7245, loss: 2.7245, grad_norm: 2.1126 2021-01-24 04:55:46,791 - mmaction - INFO - Epoch [128][40/2147] lr: 1.012e-01, eta: 5 days, 8:21:20, time: 1.484, data_time: 0.012, memory: 16628, top1_acc: 0.3879, top5_acc: 0.6424, loss_cls: 2.7775, loss: 2.7775, grad_norm: 2.1785 2021-01-24 04:56:17,690 - mmaction - INFO - Epoch [128][60/2147] lr: 1.012e-01, eta: 5 days, 8:20:44, time: 1.544, data_time: 0.005, memory: 16628, top1_acc: 0.3808, top5_acc: 0.6491, loss_cls: 2.7494, loss: 2.7494, grad_norm: 2.1408 2021-01-24 04:56:53,632 - mmaction - INFO - Epoch [128][80/2147] lr: 1.012e-01, eta: 5 days, 8:20:13, time: 1.798, data_time: 0.008, memory: 16628, top1_acc: 0.3893, top5_acc: 0.6527, loss_cls: 2.6903, loss: 2.6903, grad_norm: 2.1051 2021-01-24 04:57:24,966 - mmaction - INFO - Epoch [128][100/2147] lr: 1.012e-01, eta: 5 days, 8:19:37, time: 1.564, data_time: 0.006, memory: 16628, top1_acc: 0.4013, top5_acc: 0.6496, loss_cls: 2.7010, loss: 2.7010, grad_norm: 2.1379 2021-01-24 04:57:54,509 - mmaction - INFO - Epoch [128][120/2147] lr: 1.012e-01, eta: 5 days, 8:19:00, time: 1.476, data_time: 0.017, memory: 16628, top1_acc: 0.3933, top5_acc: 0.6384, loss_cls: 2.7400, loss: 2.7400, grad_norm: 2.1057 2021-01-24 04:58:24,336 - mmaction - INFO - Epoch [128][140/2147] lr: 1.012e-01, eta: 5 days, 8:18:23, time: 1.490, data_time: 0.005, memory: 16628, top1_acc: 0.3897, top5_acc: 0.6308, loss_cls: 2.7843, loss: 2.7843, grad_norm: 2.1456 2021-01-24 04:58:53,322 - mmaction - INFO - Epoch [128][160/2147] lr: 1.012e-01, eta: 5 days, 8:17:45, time: 1.453, data_time: 0.008, memory: 16628, top1_acc: 0.3710, top5_acc: 0.6281, loss_cls: 2.7994, loss: 2.7994, grad_norm: 2.1194 2021-01-24 04:59:22,830 - mmaction - INFO - Epoch [128][180/2147] lr: 1.012e-01, eta: 5 days, 8:17:08, time: 1.477, data_time: 0.008, memory: 16628, top1_acc: 0.3933, top5_acc: 0.6473, loss_cls: 2.7412, loss: 2.7412, grad_norm: 2.1397 2021-01-24 04:59:51,665 - mmaction - INFO - Epoch [128][200/2147] lr: 1.012e-01, eta: 5 days, 8:16:30, time: 1.440, data_time: 0.008, memory: 16628, top1_acc: 0.4045, top5_acc: 0.6580, loss_cls: 2.6475, loss: 2.6475, grad_norm: 2.0852 2021-01-24 05:00:22,144 - mmaction - INFO - Epoch [128][220/2147] lr: 1.012e-01, eta: 5 days, 8:15:54, time: 1.523, data_time: 0.006, memory: 16628, top1_acc: 0.3804, top5_acc: 0.6478, loss_cls: 2.7376, loss: 2.7376, grad_norm: 2.1643 2021-01-24 05:00:53,474 - mmaction - INFO - Epoch [128][240/2147] lr: 1.012e-01, eta: 5 days, 8:15:18, time: 1.569, data_time: 0.005, memory: 16628, top1_acc: 0.3875, top5_acc: 0.6402, loss_cls: 2.7750, loss: 2.7750, grad_norm: 2.1788 2021-01-24 05:01:22,380 - mmaction - INFO - Epoch [128][260/2147] lr: 1.012e-01, eta: 5 days, 8:14:41, time: 1.446, data_time: 0.003, memory: 16628, top1_acc: 0.3884, top5_acc: 0.6594, loss_cls: 2.7015, loss: 2.7015, grad_norm: 2.1608 2021-01-24 05:01:55,881 - mmaction - INFO - Epoch [128][280/2147] lr: 1.012e-01, eta: 5 days, 8:14:07, time: 1.667, data_time: 0.002, memory: 16628, top1_acc: 0.3884, top5_acc: 0.6286, loss_cls: 2.7344, loss: 2.7344, grad_norm: 2.0929 2021-01-24 05:02:27,475 - mmaction - INFO - Epoch [128][300/2147] lr: 1.012e-01, eta: 5 days, 8:13:32, time: 1.587, data_time: 0.011, memory: 16628, top1_acc: 0.3911, top5_acc: 0.6594, loss_cls: 2.6930, loss: 2.6930, grad_norm: 2.1076 2021-01-24 05:02:57,108 - mmaction - INFO - Epoch [128][320/2147] lr: 1.012e-01, eta: 5 days, 8:12:55, time: 1.482, data_time: 0.006, memory: 16628, top1_acc: 0.3754, top5_acc: 0.6170, loss_cls: 2.8645, loss: 2.8645, grad_norm: 2.1596 2021-01-24 05:03:29,985 - mmaction - INFO - Epoch [128][340/2147] lr: 1.012e-01, eta: 5 days, 8:12:21, time: 1.642, data_time: 0.008, memory: 16628, top1_acc: 0.3879, top5_acc: 0.6558, loss_cls: 2.7130, loss: 2.7130, grad_norm: 2.1018 2021-01-24 05:03:59,856 - mmaction - INFO - Epoch [128][360/2147] lr: 1.012e-01, eta: 5 days, 8:11:44, time: 1.488, data_time: 0.014, memory: 16628, top1_acc: 0.3875, top5_acc: 0.6379, loss_cls: 2.7905, loss: 2.7905, grad_norm: 2.0886 2021-01-24 05:04:28,928 - mmaction - INFO - Epoch [128][380/2147] lr: 1.012e-01, eta: 5 days, 8:11:06, time: 1.456, data_time: 0.013, memory: 16628, top1_acc: 0.4009, top5_acc: 0.6482, loss_cls: 2.7061, loss: 2.7061, grad_norm: 2.1146 2021-01-24 05:04:57,872 - mmaction - INFO - Epoch [128][400/2147] lr: 1.012e-01, eta: 5 days, 8:10:29, time: 1.453, data_time: 0.009, memory: 16628, top1_acc: 0.3871, top5_acc: 0.6451, loss_cls: 2.7793, loss: 2.7793, grad_norm: 2.1438 2021-01-24 05:05:29,161 - mmaction - INFO - Epoch [128][420/2147] lr: 1.012e-01, eta: 5 days, 8:09:53, time: 1.564, data_time: 0.005, memory: 16628, top1_acc: 0.3879, top5_acc: 0.6344, loss_cls: 2.8047, loss: 2.8047, grad_norm: 2.0629 2021-01-24 05:06:01,208 - mmaction - INFO - Epoch [128][440/2147] lr: 1.012e-01, eta: 5 days, 8:09:18, time: 1.602, data_time: 0.006, memory: 16628, top1_acc: 0.3955, top5_acc: 0.6357, loss_cls: 2.7125, loss: 2.7125, grad_norm: 2.0686 2021-01-24 05:06:32,463 - mmaction - INFO - Epoch [128][460/2147] lr: 1.012e-01, eta: 5 days, 8:08:43, time: 1.565, data_time: 0.008, memory: 16628, top1_acc: 0.4036, top5_acc: 0.6571, loss_cls: 2.6324, loss: 2.6324, grad_norm: 2.1426 2021-01-24 05:07:04,381 - mmaction - INFO - Epoch [128][480/2147] lr: 1.012e-01, eta: 5 days, 8:08:08, time: 1.597, data_time: 0.033, memory: 16628, top1_acc: 0.3924, top5_acc: 0.6375, loss_cls: 2.7232, loss: 2.7232, grad_norm: 2.1363 2021-01-24 05:07:34,826 - mmaction - INFO - Epoch [128][500/2147] lr: 1.012e-01, eta: 5 days, 8:07:32, time: 1.519, data_time: 0.003, memory: 16628, top1_acc: 0.3853, top5_acc: 0.6446, loss_cls: 2.7255, loss: 2.7255, grad_norm: 2.1336 2021-01-24 05:08:06,372 - mmaction - INFO - Epoch [128][520/2147] lr: 1.012e-01, eta: 5 days, 8:06:57, time: 1.579, data_time: 0.006, memory: 16628, top1_acc: 0.3795, top5_acc: 0.6527, loss_cls: 2.6964, loss: 2.6964, grad_norm: 2.1275 2021-01-24 05:08:35,437 - mmaction - INFO - Epoch [128][540/2147] lr: 1.012e-01, eta: 5 days, 8:06:19, time: 1.453, data_time: 0.004, memory: 16628, top1_acc: 0.3951, top5_acc: 0.6317, loss_cls: 2.7703, loss: 2.7703, grad_norm: 2.1521 2021-01-24 05:09:06,536 - mmaction - INFO - Epoch [128][560/2147] lr: 1.012e-01, eta: 5 days, 8:05:43, time: 1.552, data_time: 0.004, memory: 16628, top1_acc: 0.3746, top5_acc: 0.6241, loss_cls: 2.8409, loss: 2.8409, grad_norm: 2.1729 2021-01-24 05:09:35,965 - mmaction - INFO - Epoch [128][580/2147] lr: 1.012e-01, eta: 5 days, 8:05:06, time: 1.472, data_time: 0.005, memory: 16628, top1_acc: 0.3848, top5_acc: 0.6513, loss_cls: 2.7463, loss: 2.7463, grad_norm: 2.0809 2021-01-24 05:10:05,292 - mmaction - INFO - Epoch [128][600/2147] lr: 1.012e-01, eta: 5 days, 8:04:28, time: 1.469, data_time: 0.004, memory: 16628, top1_acc: 0.3929, top5_acc: 0.6554, loss_cls: 2.7022, loss: 2.7022, grad_norm: 2.0523 2021-01-24 05:10:41,072 - mmaction - INFO - Epoch [128][620/2147] lr: 1.012e-01, eta: 5 days, 8:03:57, time: 1.778, data_time: 0.003, memory: 16628, top1_acc: 0.3848, top5_acc: 0.6455, loss_cls: 2.7704, loss: 2.7704, grad_norm: 2.1429 2021-01-24 05:11:12,217 - mmaction - INFO - Epoch [128][640/2147] lr: 1.012e-01, eta: 5 days, 8:03:22, time: 1.568, data_time: 0.019, memory: 16628, top1_acc: 0.3915, top5_acc: 0.6478, loss_cls: 2.7311, loss: 2.7311, grad_norm: 2.1070 2021-01-24 05:11:45,455 - mmaction - INFO - Epoch [128][660/2147] lr: 1.012e-01, eta: 5 days, 8:02:48, time: 1.656, data_time: 0.002, memory: 16628, top1_acc: 0.3911, top5_acc: 0.6460, loss_cls: 2.7098, loss: 2.7098, grad_norm: 2.0960 2021-01-24 05:12:14,115 - mmaction - INFO - Epoch [128][680/2147] lr: 1.012e-01, eta: 5 days, 8:02:10, time: 1.438, data_time: 0.008, memory: 16628, top1_acc: 0.3772, top5_acc: 0.6286, loss_cls: 2.7878, loss: 2.7878, grad_norm: 2.0975 2021-01-24 05:12:44,097 - mmaction - INFO - Epoch [128][700/2147] lr: 1.012e-01, eta: 5 days, 8:01:33, time: 1.499, data_time: 0.003, memory: 16628, top1_acc: 0.3839, top5_acc: 0.6580, loss_cls: 2.7316, loss: 2.7316, grad_norm: 2.1063 2021-01-24 05:13:16,255 - mmaction - INFO - Epoch [128][720/2147] lr: 1.012e-01, eta: 5 days, 8:00:59, time: 1.609, data_time: 0.003, memory: 16628, top1_acc: 0.3911, top5_acc: 0.6281, loss_cls: 2.7703, loss: 2.7703, grad_norm: 2.1068 2021-01-24 05:13:46,449 - mmaction - INFO - Epoch [128][740/2147] lr: 1.012e-01, eta: 5 days, 8:00:22, time: 1.510, data_time: 0.003, memory: 16628, top1_acc: 0.3705, top5_acc: 0.6312, loss_cls: 2.7767, loss: 2.7767, grad_norm: 2.1187 2021-01-24 05:14:20,383 - mmaction - INFO - Epoch [128][760/2147] lr: 1.012e-01, eta: 5 days, 7:59:49, time: 1.691, data_time: 0.002, memory: 16628, top1_acc: 0.3911, top5_acc: 0.6299, loss_cls: 2.7611, loss: 2.7611, grad_norm: 2.0751 2021-01-24 05:14:49,546 - mmaction - INFO - Epoch [128][780/2147] lr: 1.012e-01, eta: 5 days, 7:59:12, time: 1.464, data_time: 0.008, memory: 16628, top1_acc: 0.4009, top5_acc: 0.6393, loss_cls: 2.7638, loss: 2.7638, grad_norm: 2.1118 2021-01-24 05:15:20,412 - mmaction - INFO - Epoch [128][800/2147] lr: 1.012e-01, eta: 5 days, 7:58:36, time: 1.536, data_time: 0.003, memory: 16628, top1_acc: 0.3714, top5_acc: 0.6286, loss_cls: 2.8136, loss: 2.8136, grad_norm: 2.1235 2021-01-24 05:15:53,307 - mmaction - INFO - Epoch [128][820/2147] lr: 1.012e-01, eta: 5 days, 7:58:02, time: 1.647, data_time: 0.009, memory: 16628, top1_acc: 0.3799, top5_acc: 0.6397, loss_cls: 2.7841, loss: 2.7841, grad_norm: 2.0895 2021-01-24 05:16:24,337 - mmaction - INFO - Epoch [128][840/2147] lr: 1.012e-01, eta: 5 days, 7:57:26, time: 1.554, data_time: 0.008, memory: 16628, top1_acc: 0.3915, top5_acc: 0.6446, loss_cls: 2.7091, loss: 2.7091, grad_norm: 2.0807 2021-01-24 05:16:59,726 - mmaction - INFO - Epoch [128][860/2147] lr: 1.012e-01, eta: 5 days, 7:56:55, time: 1.763, data_time: 0.006, memory: 16628, top1_acc: 0.3973, top5_acc: 0.6429, loss_cls: 2.6852, loss: 2.6852, grad_norm: 2.1053 2021-01-24 05:17:28,817 - mmaction - INFO - Epoch [128][880/2147] lr: 1.012e-01, eta: 5 days, 7:56:17, time: 1.460, data_time: 0.011, memory: 16628, top1_acc: 0.3924, top5_acc: 0.6437, loss_cls: 2.7042, loss: 2.7042, grad_norm: 2.1739 2021-01-24 05:18:00,905 - mmaction - INFO - Epoch [128][900/2147] lr: 1.012e-01, eta: 5 days, 7:55:43, time: 1.607, data_time: 0.011, memory: 16628, top1_acc: 0.3670, top5_acc: 0.6272, loss_cls: 2.8416, loss: 2.8416, grad_norm: 2.2075 2021-01-24 05:18:32,678 - mmaction - INFO - Epoch [128][920/2147] lr: 1.012e-01, eta: 5 days, 7:55:08, time: 1.585, data_time: 0.003, memory: 16628, top1_acc: 0.3808, top5_acc: 0.6451, loss_cls: 2.7690, loss: 2.7690, grad_norm: 2.1621 2021-01-24 05:19:02,257 - mmaction - INFO - Epoch [128][940/2147] lr: 1.012e-01, eta: 5 days, 7:54:31, time: 1.483, data_time: 0.010, memory: 16628, top1_acc: 0.3964, top5_acc: 0.6375, loss_cls: 2.7883, loss: 2.7883, grad_norm: 2.0917 2021-01-24 05:19:35,428 - mmaction - INFO - Epoch [128][960/2147] lr: 1.012e-01, eta: 5 days, 7:53:57, time: 1.656, data_time: 0.004, memory: 16628, top1_acc: 0.3915, top5_acc: 0.6567, loss_cls: 2.6919, loss: 2.6919, grad_norm: 2.0884 2021-01-24 05:20:08,165 - mmaction - INFO - Epoch [128][980/2147] lr: 1.012e-01, eta: 5 days, 7:53:23, time: 1.639, data_time: 0.005, memory: 16628, top1_acc: 0.3929, top5_acc: 0.6446, loss_cls: 2.7254, loss: 2.7254, grad_norm: 2.1088 2021-01-24 05:20:37,452 - mmaction - INFO - Epoch [128][1000/2147] lr: 1.012e-01, eta: 5 days, 7:52:45, time: 1.463, data_time: 0.003, memory: 16628, top1_acc: 0.3817, top5_acc: 0.6362, loss_cls: 2.7760, loss: 2.7760, grad_norm: 2.1512 2021-01-24 05:21:07,010 - mmaction - INFO - Epoch [128][1020/2147] lr: 1.012e-01, eta: 5 days, 7:52:08, time: 1.479, data_time: 0.008, memory: 16628, top1_acc: 0.3915, top5_acc: 0.6335, loss_cls: 2.8007, loss: 2.8007, grad_norm: 2.0608 2021-01-24 05:21:40,850 - mmaction - INFO - Epoch [128][1040/2147] lr: 1.012e-01, eta: 5 days, 7:51:34, time: 1.612, data_time: 0.002, memory: 16628, top1_acc: 0.3772, top5_acc: 0.6393, loss_cls: 2.7847, loss: 2.7847, grad_norm: 2.1158 2021-01-24 05:22:14,379 - mmaction - INFO - Epoch [128][1060/2147] lr: 1.012e-01, eta: 5 days, 7:51:02, time: 1.748, data_time: 0.090, memory: 16628, top1_acc: 0.3929, top5_acc: 0.6424, loss_cls: 2.7305, loss: 2.7305, grad_norm: 2.0832 2021-01-24 05:22:45,250 - mmaction - INFO - Epoch [128][1080/2147] lr: 1.012e-01, eta: 5 days, 7:50:26, time: 1.550, data_time: 0.013, memory: 16628, top1_acc: 0.3589, top5_acc: 0.6232, loss_cls: 2.8667, loss: 2.8667, grad_norm: 2.1569 2021-01-24 05:23:15,309 - mmaction - INFO - Epoch [128][1100/2147] lr: 1.012e-01, eta: 5 days, 7:49:50, time: 1.497, data_time: 0.005, memory: 16628, top1_acc: 0.3732, top5_acc: 0.6388, loss_cls: 2.7485, loss: 2.7485, grad_norm: 2.0937 2021-01-24 05:23:46,156 - mmaction - INFO - Epoch [128][1120/2147] lr: 1.012e-01, eta: 5 days, 7:49:14, time: 1.544, data_time: 0.010, memory: 16628, top1_acc: 0.3710, top5_acc: 0.6286, loss_cls: 2.8011, loss: 2.8011, grad_norm: 2.1209 2021-01-24 05:24:18,165 - mmaction - INFO - Epoch [128][1140/2147] lr: 1.012e-01, eta: 5 days, 7:48:39, time: 1.605, data_time: 0.013, memory: 16628, top1_acc: 0.3795, top5_acc: 0.6357, loss_cls: 2.8058, loss: 2.8058, grad_norm: 2.1238 2021-01-24 05:24:49,207 - mmaction - INFO - Epoch [128][1160/2147] lr: 1.012e-01, eta: 5 days, 7:48:03, time: 1.548, data_time: 0.007, memory: 16628, top1_acc: 0.3817, top5_acc: 0.6241, loss_cls: 2.8332, loss: 2.8332, grad_norm: 2.0910 2021-01-24 05:25:21,314 - mmaction - INFO - Epoch [128][1180/2147] lr: 1.012e-01, eta: 5 days, 7:47:29, time: 1.609, data_time: 0.012, memory: 16628, top1_acc: 0.4004, top5_acc: 0.6527, loss_cls: 2.7513, loss: 2.7513, grad_norm: 2.1348 2021-01-24 05:25:53,943 - mmaction - INFO - Epoch [128][1200/2147] lr: 1.012e-01, eta: 5 days, 7:46:55, time: 1.631, data_time: 0.012, memory: 16628, top1_acc: 0.3786, top5_acc: 0.6335, loss_cls: 2.7877, loss: 2.7877, grad_norm: 2.0857 2021-01-24 05:26:22,843 - mmaction - INFO - Epoch [128][1220/2147] lr: 1.012e-01, eta: 5 days, 7:46:17, time: 1.447, data_time: 0.004, memory: 16628, top1_acc: 0.3924, top5_acc: 0.6174, loss_cls: 2.7944, loss: 2.7944, grad_norm: 2.1049 2021-01-24 05:26:52,263 - mmaction - INFO - Epoch [128][1240/2147] lr: 1.012e-01, eta: 5 days, 7:45:39, time: 1.461, data_time: 0.003, memory: 16628, top1_acc: 0.3875, top5_acc: 0.6411, loss_cls: 2.7483, loss: 2.7483, grad_norm: 2.1055 2021-01-24 05:27:26,931 - mmaction - INFO - Epoch [128][1260/2147] lr: 1.012e-01, eta: 5 days, 7:45:07, time: 1.738, data_time: 0.017, memory: 16628, top1_acc: 0.3884, top5_acc: 0.6393, loss_cls: 2.7597, loss: 2.7597, grad_norm: 2.0704 2021-01-24 05:28:00,166 - mmaction - INFO - Epoch [128][1280/2147] lr: 1.012e-01, eta: 5 days, 7:44:34, time: 1.658, data_time: 0.016, memory: 16628, top1_acc: 0.3942, top5_acc: 0.6509, loss_cls: 2.7238, loss: 2.7238, grad_norm: 2.1139 2021-01-24 05:28:30,369 - mmaction - INFO - Epoch [128][1300/2147] lr: 1.012e-01, eta: 5 days, 7:43:57, time: 1.515, data_time: 0.015, memory: 16628, top1_acc: 0.3857, top5_acc: 0.6388, loss_cls: 2.7547, loss: 2.7547, grad_norm: 2.1559 2021-01-24 05:29:00,889 - mmaction - INFO - Epoch [128][1320/2147] lr: 1.012e-01, eta: 5 days, 7:43:21, time: 1.526, data_time: 0.012, memory: 16628, top1_acc: 0.3777, top5_acc: 0.6290, loss_cls: 2.8217, loss: 2.8217, grad_norm: 2.1591 2021-01-24 05:29:33,819 - mmaction - INFO - Epoch [128][1340/2147] lr: 1.012e-01, eta: 5 days, 7:42:47, time: 1.648, data_time: 0.006, memory: 16628, top1_acc: 0.3844, top5_acc: 0.6397, loss_cls: 2.7781, loss: 2.7781, grad_norm: 2.1202 2021-01-24 05:30:02,549 - mmaction - INFO - Epoch [128][1360/2147] lr: 1.012e-01, eta: 5 days, 7:42:09, time: 1.441, data_time: 0.008, memory: 16628, top1_acc: 0.3830, top5_acc: 0.6348, loss_cls: 2.7704, loss: 2.7704, grad_norm: 2.1388 2021-01-24 05:30:33,926 - mmaction - INFO - Epoch [128][1380/2147] lr: 1.012e-01, eta: 5 days, 7:41:34, time: 1.563, data_time: 0.001, memory: 16628, top1_acc: 0.3853, top5_acc: 0.6286, loss_cls: 2.7625, loss: 2.7625, grad_norm: 2.1729 2021-01-24 05:31:02,751 - mmaction - INFO - Epoch [128][1400/2147] lr: 1.012e-01, eta: 5 days, 7:40:56, time: 1.447, data_time: 0.008, memory: 16628, top1_acc: 0.3955, top5_acc: 0.6442, loss_cls: 2.7361, loss: 2.7361, grad_norm: 2.1234 2021-01-24 05:31:31,270 - mmaction - INFO - Epoch [128][1420/2147] lr: 1.012e-01, eta: 5 days, 7:40:18, time: 1.424, data_time: 0.004, memory: 16628, top1_acc: 0.3741, top5_acc: 0.6290, loss_cls: 2.8129, loss: 2.8129, grad_norm: 2.0978 2021-01-24 05:32:04,484 - mmaction - INFO - Epoch [128][1440/2147] lr: 1.012e-01, eta: 5 days, 7:39:44, time: 1.657, data_time: 0.009, memory: 16628, top1_acc: 0.3839, top5_acc: 0.6388, loss_cls: 2.8011, loss: 2.8011, grad_norm: 2.1101 2021-01-24 05:32:33,038 - mmaction - INFO - Epoch [128][1460/2147] lr: 1.012e-01, eta: 5 days, 7:39:06, time: 1.433, data_time: 0.007, memory: 16628, top1_acc: 0.3710, top5_acc: 0.6214, loss_cls: 2.8783, loss: 2.8783, grad_norm: 2.0981 2021-01-24 05:33:03,728 - mmaction - INFO - Epoch [128][1480/2147] lr: 1.012e-01, eta: 5 days, 7:38:30, time: 1.530, data_time: 0.001, memory: 16628, top1_acc: 0.4054, top5_acc: 0.6451, loss_cls: 2.7334, loss: 2.7334, grad_norm: 2.0738 2021-01-24 05:33:33,214 - mmaction - INFO - Epoch [128][1500/2147] lr: 1.012e-01, eta: 5 days, 7:37:53, time: 1.475, data_time: 0.006, memory: 16628, top1_acc: 0.3812, top5_acc: 0.6420, loss_cls: 2.7531, loss: 2.7531, grad_norm: 2.0479 2021-01-24 05:34:04,672 - mmaction - INFO - Epoch [128][1520/2147] lr: 1.012e-01, eta: 5 days, 7:37:17, time: 1.573, data_time: 0.009, memory: 16628, top1_acc: 0.3821, top5_acc: 0.6375, loss_cls: 2.7934, loss: 2.7934, grad_norm: 2.1865 2021-01-24 05:34:35,766 - mmaction - INFO - Epoch [128][1540/2147] lr: 1.012e-01, eta: 5 days, 7:36:42, time: 1.556, data_time: 0.011, memory: 16628, top1_acc: 0.3848, top5_acc: 0.6254, loss_cls: 2.7921, loss: 2.7921, grad_norm: 2.1525 2021-01-24 05:35:05,250 - mmaction - INFO - Epoch [128][1560/2147] lr: 1.012e-01, eta: 5 days, 7:36:05, time: 1.474, data_time: 0.007, memory: 16628, top1_acc: 0.3969, top5_acc: 0.6464, loss_cls: 2.7292, loss: 2.7292, grad_norm: 2.1091 2021-01-24 05:35:36,271 - mmaction - INFO - Epoch [128][1580/2147] lr: 1.012e-01, eta: 5 days, 7:35:29, time: 1.554, data_time: 0.004, memory: 16628, top1_acc: 0.3871, top5_acc: 0.6304, loss_cls: 2.8096, loss: 2.8096, grad_norm: 2.0946 2021-01-24 05:36:05,171 - mmaction - INFO - Epoch [128][1600/2147] lr: 1.012e-01, eta: 5 days, 7:34:51, time: 1.437, data_time: 0.001, memory: 16628, top1_acc: 0.3817, top5_acc: 0.6339, loss_cls: 2.8037, loss: 2.8037, grad_norm: 2.0631 2021-01-24 05:36:35,193 - mmaction - INFO - Epoch [128][1620/2147] lr: 1.012e-01, eta: 5 days, 7:34:14, time: 1.507, data_time: 0.015, memory: 16628, top1_acc: 0.4009, top5_acc: 0.6500, loss_cls: 2.7085, loss: 2.7085, grad_norm: 2.1019 2021-01-24 05:37:04,143 - mmaction - INFO - Epoch [128][1640/2147] lr: 1.012e-01, eta: 5 days, 7:33:37, time: 1.449, data_time: 0.004, memory: 16628, top1_acc: 0.3692, top5_acc: 0.6393, loss_cls: 2.7863, loss: 2.7863, grad_norm: 2.1590 2021-01-24 05:37:33,485 - mmaction - INFO - Epoch [128][1660/2147] lr: 1.012e-01, eta: 5 days, 7:32:59, time: 1.467, data_time: 0.003, memory: 16628, top1_acc: 0.3911, top5_acc: 0.6366, loss_cls: 2.7730, loss: 2.7730, grad_norm: 2.0611 2021-01-24 05:38:07,733 - mmaction - INFO - Epoch [128][1680/2147] lr: 1.012e-01, eta: 5 days, 7:32:27, time: 1.707, data_time: 0.007, memory: 16628, top1_acc: 0.3826, top5_acc: 0.6357, loss_cls: 2.7720, loss: 2.7720, grad_norm: 2.1068 2021-01-24 05:38:36,369 - mmaction - INFO - Epoch [128][1700/2147] lr: 1.012e-01, eta: 5 days, 7:31:49, time: 1.436, data_time: 0.008, memory: 16628, top1_acc: 0.3621, top5_acc: 0.6116, loss_cls: 2.8694, loss: 2.8694, grad_norm: 2.1227 2021-01-24 05:39:06,396 - mmaction - INFO - Epoch [128][1720/2147] lr: 1.012e-01, eta: 5 days, 7:31:12, time: 1.503, data_time: 0.003, memory: 16628, top1_acc: 0.3946, top5_acc: 0.6433, loss_cls: 2.7675, loss: 2.7675, grad_norm: 2.0882 2021-01-24 05:39:34,924 - mmaction - INFO - Epoch [128][1740/2147] lr: 1.012e-01, eta: 5 days, 7:30:34, time: 1.426, data_time: 0.003, memory: 16628, top1_acc: 0.3804, top5_acc: 0.6344, loss_cls: 2.7808, loss: 2.7808, grad_norm: 2.1175 2021-01-24 05:40:09,553 - mmaction - INFO - Epoch [128][1760/2147] lr: 1.012e-01, eta: 5 days, 7:30:01, time: 1.724, data_time: 0.003, memory: 16628, top1_acc: 0.3879, top5_acc: 0.6272, loss_cls: 2.7808, loss: 2.7808, grad_norm: 2.1185 2021-01-24 05:40:39,525 - mmaction - INFO - Epoch [128][1780/2147] lr: 1.012e-01, eta: 5 days, 7:29:25, time: 1.498, data_time: 0.010, memory: 16628, top1_acc: 0.3964, top5_acc: 0.6406, loss_cls: 2.7398, loss: 2.7398, grad_norm: 2.1154 2021-01-24 05:41:08,360 - mmaction - INFO - Epoch [128][1800/2147] lr: 1.012e-01, eta: 5 days, 7:28:47, time: 1.450, data_time: 0.011, memory: 16628, top1_acc: 0.3835, top5_acc: 0.6379, loss_cls: 2.7643, loss: 2.7643, grad_norm: 2.0873 2021-01-24 05:41:42,333 - mmaction - INFO - Epoch [128][1820/2147] lr: 1.012e-01, eta: 5 days, 7:28:12, time: 1.581, data_time: 0.007, memory: 16628, top1_acc: 0.3897, top5_acc: 0.6339, loss_cls: 2.7617, loss: 2.7617, grad_norm: 2.0771 2021-01-24 05:42:15,416 - mmaction - INFO - Epoch [128][1840/2147] lr: 1.012e-01, eta: 5 days, 7:27:40, time: 1.764, data_time: 0.122, memory: 16628, top1_acc: 0.3978, top5_acc: 0.6491, loss_cls: 2.7354, loss: 2.7354, grad_norm: 2.1189 2021-01-24 05:42:45,149 - mmaction - INFO - Epoch [128][1860/2147] lr: 1.012e-01, eta: 5 days, 7:27:04, time: 1.494, data_time: 0.009, memory: 16628, top1_acc: 0.3906, top5_acc: 0.6487, loss_cls: 2.7255, loss: 2.7255, grad_norm: 2.1203 2021-01-24 05:43:14,530 - mmaction - INFO - Epoch [128][1880/2147] lr: 1.012e-01, eta: 5 days, 7:26:26, time: 1.469, data_time: 0.002, memory: 16628, top1_acc: 0.3879, top5_acc: 0.6375, loss_cls: 2.7537, loss: 2.7537, grad_norm: 2.1025 2021-01-24 05:43:49,482 - mmaction - INFO - Epoch [128][1900/2147] lr: 1.012e-01, eta: 5 days, 7:25:54, time: 1.738, data_time: 0.004, memory: 16628, top1_acc: 0.3647, top5_acc: 0.6214, loss_cls: 2.8437, loss: 2.8437, grad_norm: 2.1362 2021-01-24 05:44:19,492 - mmaction - INFO - Epoch [128][1920/2147] lr: 1.012e-01, eta: 5 days, 7:25:18, time: 1.509, data_time: 0.019, memory: 16628, top1_acc: 0.3790, top5_acc: 0.6487, loss_cls: 2.7879, loss: 2.7879, grad_norm: 2.0753 2021-01-24 05:44:51,513 - mmaction - INFO - Epoch [128][1940/2147] lr: 1.012e-01, eta: 5 days, 7:24:43, time: 1.600, data_time: 0.005, memory: 16628, top1_acc: 0.3830, top5_acc: 0.6420, loss_cls: 2.7749, loss: 2.7749, grad_norm: 2.1175 2021-01-24 05:45:22,324 - mmaction - INFO - Epoch [128][1960/2147] lr: 1.012e-01, eta: 5 days, 7:24:07, time: 1.541, data_time: 0.003, memory: 16628, top1_acc: 0.3808, top5_acc: 0.6384, loss_cls: 2.7863, loss: 2.7863, grad_norm: 2.0883 2021-01-24 05:45:55,195 - mmaction - INFO - Epoch [128][1980/2147] lr: 1.012e-01, eta: 5 days, 7:23:33, time: 1.635, data_time: 0.003, memory: 16628, top1_acc: 0.3902, top5_acc: 0.6594, loss_cls: 2.6667, loss: 2.6667, grad_norm: 2.1041 2021-01-24 05:46:27,475 - mmaction - INFO - Epoch [128][2000/2147] lr: 1.012e-01, eta: 5 days, 7:22:59, time: 1.618, data_time: 0.012, memory: 16628, top1_acc: 0.3848, top5_acc: 0.6455, loss_cls: 2.6989, loss: 2.6989, grad_norm: 2.1246 2021-01-24 05:46:58,959 - mmaction - INFO - Epoch [128][2020/2147] lr: 1.012e-01, eta: 5 days, 7:22:24, time: 1.579, data_time: 0.009, memory: 16628, top1_acc: 0.3862, top5_acc: 0.6344, loss_cls: 2.8040, loss: 2.8040, grad_norm: 2.1522 2021-01-24 05:47:29,701 - mmaction - INFO - Epoch [128][2040/2147] lr: 1.012e-01, eta: 5 days, 7:21:48, time: 1.532, data_time: 0.002, memory: 16628, top1_acc: 0.3866, top5_acc: 0.6295, loss_cls: 2.7821, loss: 2.7821, grad_norm: 2.1094 2021-01-24 05:48:00,122 - mmaction - INFO - Epoch [128][2060/2147] lr: 1.012e-01, eta: 5 days, 7:21:11, time: 1.526, data_time: 0.006, memory: 16628, top1_acc: 0.4031, top5_acc: 0.6625, loss_cls: 2.6694, loss: 2.6694, grad_norm: 2.0782 2021-01-24 05:48:33,339 - mmaction - INFO - Epoch [128][2080/2147] lr: 1.012e-01, eta: 5 days, 7:20:38, time: 1.657, data_time: 0.001, memory: 16628, top1_acc: 0.3683, top5_acc: 0.6344, loss_cls: 2.7745, loss: 2.7745, grad_norm: 2.1193 2021-01-24 05:49:04,440 - mmaction - INFO - Epoch [128][2100/2147] lr: 1.012e-01, eta: 5 days, 7:20:02, time: 1.556, data_time: 0.007, memory: 16628, top1_acc: 0.3987, top5_acc: 0.6317, loss_cls: 2.7733, loss: 2.7733, grad_norm: 2.1360 2021-01-24 05:49:38,389 - mmaction - INFO - Epoch [128][2120/2147] lr: 1.012e-01, eta: 5 days, 7:19:30, time: 1.697, data_time: 0.003, memory: 16628, top1_acc: 0.3683, top5_acc: 0.6192, loss_cls: 2.8422, loss: 2.8422, grad_norm: 2.1487 2021-01-24 05:50:10,664 - mmaction - INFO - Epoch [128][2140/2147] lr: 1.012e-01, eta: 5 days, 7:18:55, time: 1.616, data_time: 0.005, memory: 16628, top1_acc: 0.3987, top5_acc: 0.6464, loss_cls: 2.7015, loss: 2.7015, grad_norm: 2.0948 2021-01-24 05:50:40,759 - mmaction - INFO - Saving checkpoint at 128 epochs 2021-01-24 05:56:08,100 - mmaction - INFO - Epoch [129][20/2147] lr: 1.000e-01, eta: 5 days, 7:22:50, time: 16.238, data_time: 14.647, memory: 16628, top1_acc: 0.3781, top5_acc: 0.6451, loss_cls: 2.7359, loss: 2.7359, grad_norm: 2.1513 2021-01-24 05:56:39,332 - mmaction - INFO - Epoch [129][40/2147] lr: 1.000e-01, eta: 5 days, 7:22:14, time: 1.523, data_time: 0.012, memory: 16628, top1_acc: 0.3844, top5_acc: 0.6179, loss_cls: 2.7833, loss: 2.7833, grad_norm: 2.1190 2021-01-24 05:57:09,771 - mmaction - INFO - Epoch [129][60/2147] lr: 1.000e-01, eta: 5 days, 7:21:38, time: 1.568, data_time: 0.049, memory: 16628, top1_acc: 0.3826, top5_acc: 0.6406, loss_cls: 2.7780, loss: 2.7780, grad_norm: 2.1667 2021-01-24 05:57:40,189 - mmaction - INFO - Epoch [129][80/2147] lr: 1.000e-01, eta: 5 days, 7:21:02, time: 1.521, data_time: 0.005, memory: 16628, top1_acc: 0.3808, top5_acc: 0.6268, loss_cls: 2.8100, loss: 2.8100, grad_norm: 2.1590 2021-01-24 05:58:08,941 - mmaction - INFO - Epoch [129][100/2147] lr: 1.000e-01, eta: 5 days, 7:20:24, time: 1.438, data_time: 0.002, memory: 16628, top1_acc: 0.3955, top5_acc: 0.6295, loss_cls: 2.7441, loss: 2.7441, grad_norm: 2.0920 2021-01-24 05:58:39,486 - mmaction - INFO - Epoch [129][120/2147] lr: 1.000e-01, eta: 5 days, 7:19:48, time: 1.526, data_time: 0.007, memory: 16628, top1_acc: 0.4022, top5_acc: 0.6504, loss_cls: 2.7017, loss: 2.7017, grad_norm: 2.0730 2021-01-24 05:59:08,983 - mmaction - INFO - Epoch [129][140/2147] lr: 1.000e-01, eta: 5 days, 7:19:10, time: 1.471, data_time: 0.009, memory: 16628, top1_acc: 0.3875, top5_acc: 0.6567, loss_cls: 2.7051, loss: 2.7051, grad_norm: 2.1496 2021-01-24 05:59:38,292 - mmaction - INFO - Epoch [129][160/2147] lr: 1.000e-01, eta: 5 days, 7:18:33, time: 1.468, data_time: 0.012, memory: 16628, top1_acc: 0.3875, top5_acc: 0.6406, loss_cls: 2.7446, loss: 2.7446, grad_norm: 2.1367 2021-01-24 06:00:12,672 - mmaction - INFO - Epoch [129][180/2147] lr: 1.000e-01, eta: 5 days, 7:18:01, time: 1.723, data_time: 0.009, memory: 16628, top1_acc: 0.4022, top5_acc: 0.6549, loss_cls: 2.7176, loss: 2.7176, grad_norm: 2.0748 2021-01-24 06:00:44,153 - mmaction - INFO - Epoch [129][200/2147] lr: 1.000e-01, eta: 5 days, 7:17:25, time: 1.574, data_time: 0.002, memory: 16628, top1_acc: 0.3946, top5_acc: 0.6433, loss_cls: 2.7209, loss: 2.7209, grad_norm: 2.1176 2021-01-24 06:01:14,319 - mmaction - INFO - Epoch [129][220/2147] lr: 1.000e-01, eta: 5 days, 7:16:49, time: 1.508, data_time: 0.001, memory: 16628, top1_acc: 0.3737, top5_acc: 0.6254, loss_cls: 2.8017, loss: 2.8017, grad_norm: 2.1330 2021-01-24 06:01:43,101 - mmaction - INFO - Epoch [129][240/2147] lr: 1.000e-01, eta: 5 days, 7:16:11, time: 1.439, data_time: 0.006, memory: 16628, top1_acc: 0.3920, top5_acc: 0.6545, loss_cls: 2.7308, loss: 2.7308, grad_norm: 2.0854 2021-01-24 06:02:12,118 - mmaction - INFO - Epoch [129][260/2147] lr: 1.000e-01, eta: 5 days, 7:15:33, time: 1.450, data_time: 0.001, memory: 16628, top1_acc: 0.3786, top5_acc: 0.6531, loss_cls: 2.7057, loss: 2.7057, grad_norm: 2.0956 2021-01-24 06:02:41,368 - mmaction - INFO - Epoch [129][280/2147] lr: 1.000e-01, eta: 5 days, 7:14:56, time: 1.463, data_time: 0.003, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6223, loss_cls: 2.8018, loss: 2.8018, grad_norm: 2.1189 2021-01-24 06:03:15,465 - mmaction - INFO - Epoch [129][300/2147] lr: 1.000e-01, eta: 5 days, 7:14:23, time: 1.697, data_time: 0.001, memory: 16628, top1_acc: 0.3795, top5_acc: 0.6473, loss_cls: 2.7333, loss: 2.7333, grad_norm: 2.1413 2021-01-24 06:03:44,458 - mmaction - INFO - Epoch [129][320/2147] lr: 1.000e-01, eta: 5 days, 7:13:45, time: 1.455, data_time: 0.012, memory: 16628, top1_acc: 0.3857, top5_acc: 0.6268, loss_cls: 2.7760, loss: 2.7760, grad_norm: 2.1130 2021-01-24 06:04:14,269 - mmaction - INFO - Epoch [129][340/2147] lr: 1.000e-01, eta: 5 days, 7:13:08, time: 1.492, data_time: 0.004, memory: 16628, top1_acc: 0.3746, top5_acc: 0.6366, loss_cls: 2.7720, loss: 2.7720, grad_norm: 2.0966 2021-01-24 06:04:45,839 - mmaction - INFO - Epoch [129][360/2147] lr: 1.000e-01, eta: 5 days, 7:12:33, time: 1.577, data_time: 0.007, memory: 16628, top1_acc: 0.3871, top5_acc: 0.6464, loss_cls: 2.7201, loss: 2.7201, grad_norm: 2.1214 2021-01-24 06:05:14,568 - mmaction - INFO - Epoch [129][380/2147] lr: 1.000e-01, eta: 5 days, 7:11:55, time: 1.438, data_time: 0.003, memory: 16628, top1_acc: 0.3754, top5_acc: 0.6339, loss_cls: 2.7808, loss: 2.7808, grad_norm: 2.2041 2021-01-24 06:05:45,537 - mmaction - INFO - Epoch [129][400/2147] lr: 1.000e-01, eta: 5 days, 7:11:19, time: 1.545, data_time: 0.003, memory: 16628, top1_acc: 0.3893, top5_acc: 0.6446, loss_cls: 2.7258, loss: 2.7258, grad_norm: 2.1480 2021-01-24 06:06:16,468 - mmaction - INFO - Epoch [129][420/2147] lr: 1.000e-01, eta: 5 days, 7:10:44, time: 1.548, data_time: 0.008, memory: 16628, top1_acc: 0.3821, top5_acc: 0.6446, loss_cls: 2.7259, loss: 2.7259, grad_norm: 2.1606 2021-01-24 06:06:47,502 - mmaction - INFO - Epoch [129][440/2147] lr: 1.000e-01, eta: 5 days, 7:10:08, time: 1.553, data_time: 0.002, memory: 16628, top1_acc: 0.3830, top5_acc: 0.6491, loss_cls: 2.7343, loss: 2.7343, grad_norm: 2.1315 2021-01-24 06:07:19,804 - mmaction - INFO - Epoch [129][460/2147] lr: 1.000e-01, eta: 5 days, 7:09:33, time: 1.611, data_time: 0.004, memory: 16628, top1_acc: 0.3866, top5_acc: 0.6397, loss_cls: 2.7365, loss: 2.7365, grad_norm: 2.0783 2021-01-24 06:07:48,926 - mmaction - INFO - Epoch [129][480/2147] lr: 1.000e-01, eta: 5 days, 7:08:56, time: 1.458, data_time: 0.010, memory: 16628, top1_acc: 0.3951, top5_acc: 0.6464, loss_cls: 2.7256, loss: 2.7256, grad_norm: 2.1261 2021-01-24 06:08:17,928 - mmaction - INFO - Epoch [129][500/2147] lr: 1.000e-01, eta: 5 days, 7:08:18, time: 1.453, data_time: 0.004, memory: 16628, top1_acc: 0.3888, top5_acc: 0.6478, loss_cls: 2.7586, loss: 2.7586, grad_norm: 2.1105 2021-01-24 06:08:46,978 - mmaction - INFO - Epoch [129][520/2147] lr: 1.000e-01, eta: 5 days, 7:07:40, time: 1.452, data_time: 0.001, memory: 16628, top1_acc: 0.3821, top5_acc: 0.6317, loss_cls: 2.7660, loss: 2.7660, grad_norm: 2.1468 2021-01-24 06:09:18,065 - mmaction - INFO - Epoch [129][540/2147] lr: 1.000e-01, eta: 5 days, 7:07:05, time: 1.553, data_time: 0.002, memory: 16628, top1_acc: 0.3853, top5_acc: 0.6406, loss_cls: 2.7544, loss: 2.7544, grad_norm: 2.0802 2021-01-24 06:09:47,736 - mmaction - INFO - Epoch [129][560/2147] lr: 1.000e-01, eta: 5 days, 7:06:28, time: 1.483, data_time: 0.005, memory: 16628, top1_acc: 0.3937, top5_acc: 0.6491, loss_cls: 2.6679, loss: 2.6679, grad_norm: 2.0991 2021-01-24 06:10:19,294 - mmaction - INFO - Epoch [129][580/2147] lr: 1.000e-01, eta: 5 days, 7:05:53, time: 1.580, data_time: 0.003, memory: 16628, top1_acc: 0.4112, top5_acc: 0.6576, loss_cls: 2.6830, loss: 2.6830, grad_norm: 2.1444 2021-01-24 06:10:48,958 - mmaction - INFO - Epoch [129][600/2147] lr: 1.000e-01, eta: 5 days, 7:05:15, time: 1.483, data_time: 0.002, memory: 16628, top1_acc: 0.3754, top5_acc: 0.6393, loss_cls: 2.7416, loss: 2.7416, grad_norm: 2.1525 2021-01-24 06:11:18,328 - mmaction - INFO - Epoch [129][620/2147] lr: 1.000e-01, eta: 5 days, 7:04:38, time: 1.468, data_time: 0.001, memory: 16628, top1_acc: 0.3688, top5_acc: 0.6281, loss_cls: 2.8389, loss: 2.8389, grad_norm: 2.1482 2021-01-24 06:12:01,183 - mmaction - INFO - Epoch [129][640/2147] lr: 1.000e-01, eta: 5 days, 7:04:14, time: 2.136, data_time: 0.007, memory: 16628, top1_acc: 0.3884, top5_acc: 0.6420, loss_cls: 2.7910, loss: 2.7910, grad_norm: 2.1058 2021-01-24 06:12:30,092 - mmaction - INFO - Epoch [129][660/2147] lr: 1.000e-01, eta: 5 days, 7:03:36, time: 1.452, data_time: 0.011, memory: 16628, top1_acc: 0.3781, top5_acc: 0.6393, loss_cls: 2.8274, loss: 2.8274, grad_norm: 2.1144 2021-01-24 06:13:00,516 - mmaction - INFO - Epoch [129][680/2147] lr: 1.000e-01, eta: 5 days, 7:03:00, time: 1.519, data_time: 0.001, memory: 16628, top1_acc: 0.3728, top5_acc: 0.6210, loss_cls: 2.8270, loss: 2.8270, grad_norm: 2.1292 2021-01-24 06:13:32,789 - mmaction - INFO - Epoch [129][700/2147] lr: 1.000e-01, eta: 5 days, 7:02:26, time: 1.616, data_time: 0.005, memory: 16628, top1_acc: 0.3969, top5_acc: 0.6473, loss_cls: 2.7039, loss: 2.7039, grad_norm: 2.0763 2021-01-24 06:14:03,865 - mmaction - INFO - Epoch [129][720/2147] lr: 1.000e-01, eta: 5 days, 7:01:50, time: 1.553, data_time: 0.005, memory: 16628, top1_acc: 0.4027, top5_acc: 0.6424, loss_cls: 2.7253, loss: 2.7253, grad_norm: 2.1067 2021-01-24 06:14:33,263 - mmaction - INFO - Epoch [129][740/2147] lr: 1.000e-01, eta: 5 days, 7:01:13, time: 1.471, data_time: 0.003, memory: 16628, top1_acc: 0.3763, top5_acc: 0.6312, loss_cls: 2.8110, loss: 2.8110, grad_norm: 2.2087 2021-01-24 06:15:08,434 - mmaction - INFO - Epoch [129][760/2147] lr: 1.000e-01, eta: 5 days, 7:00:41, time: 1.755, data_time: 0.003, memory: 16628, top1_acc: 0.3960, top5_acc: 0.6580, loss_cls: 2.6854, loss: 2.6854, grad_norm: 2.1063 2021-01-24 06:15:39,220 - mmaction - INFO - Epoch [129][780/2147] lr: 1.000e-01, eta: 5 days, 7:00:05, time: 1.541, data_time: 0.005, memory: 16628, top1_acc: 0.3839, top5_acc: 0.6290, loss_cls: 2.8060, loss: 2.8060, grad_norm: 2.1328 2021-01-24 06:16:09,140 - mmaction - INFO - Epoch [129][800/2147] lr: 1.000e-01, eta: 5 days, 6:59:28, time: 1.497, data_time: 0.005, memory: 16628, top1_acc: 0.3978, top5_acc: 0.6612, loss_cls: 2.6474, loss: 2.6474, grad_norm: 2.1405 2021-01-24 06:16:39,307 - mmaction - INFO - Epoch [129][820/2147] lr: 1.000e-01, eta: 5 days, 6:58:52, time: 1.502, data_time: 0.002, memory: 16628, top1_acc: 0.3888, top5_acc: 0.6580, loss_cls: 2.7246, loss: 2.7246, grad_norm: 2.1406 2021-01-24 06:17:15,268 - mmaction - INFO - Epoch [129][840/2147] lr: 1.000e-01, eta: 5 days, 6:58:21, time: 1.797, data_time: 0.013, memory: 16628, top1_acc: 0.3871, top5_acc: 0.6388, loss_cls: 2.7745, loss: 2.7745, grad_norm: 2.1490 2021-01-24 06:17:45,103 - mmaction - INFO - Epoch [129][860/2147] lr: 1.000e-01, eta: 5 days, 6:57:44, time: 1.493, data_time: 0.012, memory: 16628, top1_acc: 0.3937, top5_acc: 0.6473, loss_cls: 2.7218, loss: 2.7218, grad_norm: 2.1393 2021-01-24 06:18:14,014 - mmaction - INFO - Epoch [129][880/2147] lr: 1.000e-01, eta: 5 days, 6:57:06, time: 1.449, data_time: 0.008, memory: 16628, top1_acc: 0.3897, top5_acc: 0.6482, loss_cls: 2.7014, loss: 2.7014, grad_norm: 2.1167 2021-01-24 06:18:45,603 - mmaction - INFO - Epoch [129][900/2147] lr: 1.000e-01, eta: 5 days, 6:56:31, time: 1.582, data_time: 0.008, memory: 16628, top1_acc: 0.3821, top5_acc: 0.6384, loss_cls: 2.7615, loss: 2.7615, grad_norm: 2.1368 2021-01-24 06:19:15,252 - mmaction - INFO - Epoch [129][920/2147] lr: 1.000e-01, eta: 5 days, 6:55:54, time: 1.477, data_time: 0.001, memory: 16628, top1_acc: 0.3862, top5_acc: 0.6433, loss_cls: 2.7495, loss: 2.7495, grad_norm: 2.1727 2021-01-24 06:19:49,667 - mmaction - INFO - Epoch [129][940/2147] lr: 1.000e-01, eta: 5 days, 6:55:22, time: 1.718, data_time: 0.012, memory: 16628, top1_acc: 0.3911, top5_acc: 0.6339, loss_cls: 2.7850, loss: 2.7850, grad_norm: 2.1386 2021-01-24 06:20:20,494 - mmaction - INFO - Epoch [129][960/2147] lr: 1.000e-01, eta: 5 days, 6:54:46, time: 1.546, data_time: 0.011, memory: 16628, top1_acc: 0.3786, top5_acc: 0.6379, loss_cls: 2.8041, loss: 2.8041, grad_norm: 2.1431 2021-01-24 06:20:51,558 - mmaction - INFO - Epoch [129][980/2147] lr: 1.000e-01, eta: 5 days, 6:54:10, time: 1.556, data_time: 0.008, memory: 16628, top1_acc: 0.4187, top5_acc: 0.6545, loss_cls: 2.6801, loss: 2.6801, grad_norm: 2.0604 2021-01-24 06:21:22,594 - mmaction - INFO - Epoch [129][1000/2147] lr: 1.000e-01, eta: 5 days, 6:53:35, time: 1.550, data_time: 0.002, memory: 16628, top1_acc: 0.3871, top5_acc: 0.6259, loss_cls: 2.7881, loss: 2.7881, grad_norm: 2.1277 2021-01-24 06:21:56,094 - mmaction - INFO - Epoch [129][1020/2147] lr: 1.000e-01, eta: 5 days, 6:53:01, time: 1.670, data_time: 0.003, memory: 16628, top1_acc: 0.4076, top5_acc: 0.6406, loss_cls: 2.7256, loss: 2.7256, grad_norm: 2.1350 2021-01-24 06:22:26,470 - mmaction - INFO - Epoch [129][1040/2147] lr: 1.000e-01, eta: 5 days, 6:52:25, time: 1.523, data_time: 0.009, memory: 16628, top1_acc: 0.3853, top5_acc: 0.6326, loss_cls: 2.7639, loss: 2.7639, grad_norm: 2.1235 2021-01-24 06:22:56,898 - mmaction - INFO - Epoch [129][1060/2147] lr: 1.000e-01, eta: 5 days, 6:51:49, time: 1.521, data_time: 0.008, memory: 16628, top1_acc: 0.3763, top5_acc: 0.6460, loss_cls: 2.7304, loss: 2.7304, grad_norm: 2.1039 2021-01-24 06:23:25,557 - mmaction - INFO - Epoch [129][1080/2147] lr: 1.000e-01, eta: 5 days, 6:51:11, time: 1.436, data_time: 0.005, memory: 16628, top1_acc: 0.4045, top5_acc: 0.6371, loss_cls: 2.7414, loss: 2.7414, grad_norm: 2.1141 2021-01-24 06:23:56,166 - mmaction - INFO - Epoch [129][1100/2147] lr: 1.000e-01, eta: 5 days, 6:50:35, time: 1.529, data_time: 0.002, memory: 16628, top1_acc: 0.3817, top5_acc: 0.6455, loss_cls: 2.7755, loss: 2.7755, grad_norm: 2.1261 2021-01-24 06:24:26,980 - mmaction - INFO - Epoch [129][1120/2147] lr: 1.000e-01, eta: 5 days, 6:49:59, time: 1.542, data_time: 0.006, memory: 16628, top1_acc: 0.3848, top5_acc: 0.6321, loss_cls: 2.7482, loss: 2.7482, grad_norm: 2.1198 2021-01-24 06:24:56,039 - mmaction - INFO - Epoch [129][1140/2147] lr: 1.000e-01, eta: 5 days, 6:49:21, time: 1.451, data_time: 0.011, memory: 16628, top1_acc: 0.4098, top5_acc: 0.6531, loss_cls: 2.7104, loss: 2.7104, grad_norm: 2.1455 2021-01-24 06:25:26,701 - mmaction - INFO - Epoch [129][1160/2147] lr: 1.000e-01, eta: 5 days, 6:48:45, time: 1.531, data_time: 0.006, memory: 16628, top1_acc: 0.3844, top5_acc: 0.6286, loss_cls: 2.8040, loss: 2.8040, grad_norm: 2.1530 2021-01-24 06:25:56,645 - mmaction - INFO - Epoch [129][1180/2147] lr: 1.000e-01, eta: 5 days, 6:48:08, time: 1.501, data_time: 0.006, memory: 16628, top1_acc: 0.4009, top5_acc: 0.6554, loss_cls: 2.6907, loss: 2.6907, grad_norm: 2.1099 2021-01-24 06:26:25,922 - mmaction - INFO - Epoch [129][1200/2147] lr: 1.000e-01, eta: 5 days, 6:47:31, time: 1.463, data_time: 0.004, memory: 16628, top1_acc: 0.3982, top5_acc: 0.6442, loss_cls: 2.7186, loss: 2.7186, grad_norm: 2.1402 2021-01-24 06:26:57,835 - mmaction - INFO - Epoch [129][1220/2147] lr: 1.000e-01, eta: 5 days, 6:46:56, time: 1.593, data_time: 0.003, memory: 16628, top1_acc: 0.3683, top5_acc: 0.6446, loss_cls: 2.7926, loss: 2.7926, grad_norm: 2.2035 2021-01-24 06:27:28,484 - mmaction - INFO - Epoch [129][1240/2147] lr: 1.000e-01, eta: 5 days, 6:46:20, time: 1.536, data_time: 0.005, memory: 16628, top1_acc: 0.3826, top5_acc: 0.6362, loss_cls: 2.7930, loss: 2.7930, grad_norm: 2.1789 2021-01-24 06:27:57,599 - mmaction - INFO - Epoch [129][1260/2147] lr: 1.000e-01, eta: 5 days, 6:45:42, time: 1.455, data_time: 0.003, memory: 16628, top1_acc: 0.3777, top5_acc: 0.6272, loss_cls: 2.7998, loss: 2.7998, grad_norm: 2.0936 2021-01-24 06:28:27,929 - mmaction - INFO - Epoch [129][1280/2147] lr: 1.000e-01, eta: 5 days, 6:45:06, time: 1.516, data_time: 0.008, memory: 16628, top1_acc: 0.3754, top5_acc: 0.6491, loss_cls: 2.7632, loss: 2.7632, grad_norm: 2.1521 2021-01-24 06:28:59,298 - mmaction - INFO - Epoch [129][1300/2147] lr: 1.000e-01, eta: 5 days, 6:44:31, time: 1.563, data_time: 0.008, memory: 16628, top1_acc: 0.3799, top5_acc: 0.6308, loss_cls: 2.8256, loss: 2.8256, grad_norm: 2.1085 2021-01-24 06:29:28,349 - mmaction - INFO - Epoch [129][1320/2147] lr: 1.000e-01, eta: 5 days, 6:43:53, time: 1.459, data_time: 0.009, memory: 16628, top1_acc: 0.3866, top5_acc: 0.6371, loss_cls: 2.7656, loss: 2.7656, grad_norm: 2.1129 2021-01-24 06:29:57,889 - mmaction - INFO - Epoch [129][1340/2147] lr: 1.000e-01, eta: 5 days, 6:43:16, time: 1.469, data_time: 0.003, memory: 16628, top1_acc: 0.3920, top5_acc: 0.6366, loss_cls: 2.7673, loss: 2.7673, grad_norm: 2.0941 2021-01-24 06:30:26,903 - mmaction - INFO - Epoch [129][1360/2147] lr: 1.000e-01, eta: 5 days, 6:42:38, time: 1.459, data_time: 0.012, memory: 16628, top1_acc: 0.4103, top5_acc: 0.6531, loss_cls: 2.6803, loss: 2.6803, grad_norm: 2.1245 2021-01-24 06:30:57,617 - mmaction - INFO - Epoch [129][1380/2147] lr: 1.000e-01, eta: 5 days, 6:42:02, time: 1.533, data_time: 0.008, memory: 16628, top1_acc: 0.3879, top5_acc: 0.6549, loss_cls: 2.7402, loss: 2.7402, grad_norm: 2.0868 2021-01-24 06:31:26,492 - mmaction - INFO - Epoch [129][1400/2147] lr: 1.000e-01, eta: 5 days, 6:41:24, time: 1.446, data_time: 0.004, memory: 16628, top1_acc: 0.3862, top5_acc: 0.6277, loss_cls: 2.7675, loss: 2.7675, grad_norm: 2.1144 2021-01-24 06:31:56,205 - mmaction - INFO - Epoch [129][1420/2147] lr: 1.000e-01, eta: 5 days, 6:40:47, time: 1.483, data_time: 0.002, memory: 16628, top1_acc: 0.3996, top5_acc: 0.6469, loss_cls: 2.7227, loss: 2.7227, grad_norm: 2.0862 2021-01-24 06:32:27,414 - mmaction - INFO - Epoch [129][1440/2147] lr: 1.000e-01, eta: 5 days, 6:40:12, time: 1.558, data_time: 0.003, memory: 16628, top1_acc: 0.3862, top5_acc: 0.6549, loss_cls: 2.7264, loss: 2.7264, grad_norm: 2.1278 2021-01-24 06:32:57,495 - mmaction - INFO - Epoch [129][1460/2147] lr: 1.000e-01, eta: 5 days, 6:39:35, time: 1.509, data_time: 0.009, memory: 16628, top1_acc: 0.3906, top5_acc: 0.6344, loss_cls: 2.7860, loss: 2.7860, grad_norm: 2.1910 2021-01-24 06:33:26,508 - mmaction - INFO - Epoch [129][1480/2147] lr: 1.000e-01, eta: 5 days, 6:38:58, time: 1.450, data_time: 0.009, memory: 16628, top1_acc: 0.3719, top5_acc: 0.6384, loss_cls: 2.8049, loss: 2.8049, grad_norm: 2.1077 2021-01-24 06:33:56,112 - mmaction - INFO - Epoch [129][1500/2147] lr: 1.000e-01, eta: 5 days, 6:38:21, time: 1.478, data_time: 0.003, memory: 16628, top1_acc: 0.3848, top5_acc: 0.6549, loss_cls: 2.7533, loss: 2.7533, grad_norm: 2.1276 2021-01-24 06:34:25,374 - mmaction - INFO - Epoch [129][1520/2147] lr: 1.000e-01, eta: 5 days, 6:37:43, time: 1.465, data_time: 0.005, memory: 16628, top1_acc: 0.3951, top5_acc: 0.6393, loss_cls: 2.7709, loss: 2.7709, grad_norm: 2.1682 2021-01-24 06:34:54,064 - mmaction - INFO - Epoch [129][1540/2147] lr: 1.000e-01, eta: 5 days, 6:37:05, time: 1.432, data_time: 0.003, memory: 16628, top1_acc: 0.3893, top5_acc: 0.6540, loss_cls: 2.7076, loss: 2.7076, grad_norm: 2.1334 2021-01-24 06:35:25,128 - mmaction - INFO - Epoch [129][1560/2147] lr: 1.000e-01, eta: 5 days, 6:36:30, time: 1.554, data_time: 0.006, memory: 16628, top1_acc: 0.3857, top5_acc: 0.6576, loss_cls: 2.6886, loss: 2.6886, grad_norm: 2.1123 2021-01-24 06:35:57,479 - mmaction - INFO - Epoch [129][1580/2147] lr: 1.000e-01, eta: 5 days, 6:35:55, time: 1.612, data_time: 0.007, memory: 16628, top1_acc: 0.3915, top5_acc: 0.6469, loss_cls: 2.7168, loss: 2.7168, grad_norm: 2.1595 2021-01-24 06:36:29,258 - mmaction - INFO - Epoch [129][1600/2147] lr: 1.000e-01, eta: 5 days, 6:35:20, time: 1.586, data_time: 0.012, memory: 16628, top1_acc: 0.4054, top5_acc: 0.6384, loss_cls: 2.7175, loss: 2.7175, grad_norm: 2.1003 2021-01-24 06:37:01,171 - mmaction - INFO - Epoch [129][1620/2147] lr: 1.000e-01, eta: 5 days, 6:34:46, time: 1.606, data_time: 0.021, memory: 16628, top1_acc: 0.3804, top5_acc: 0.6344, loss_cls: 2.7835, loss: 2.7835, grad_norm: 2.1098 2021-01-24 06:37:34,563 - mmaction - INFO - Epoch [129][1640/2147] lr: 1.000e-01, eta: 5 days, 6:34:12, time: 1.661, data_time: 0.003, memory: 16628, top1_acc: 0.3781, top5_acc: 0.6254, loss_cls: 2.7993, loss: 2.7993, grad_norm: 2.1050 2021-01-24 06:38:09,065 - mmaction - INFO - Epoch [129][1660/2147] lr: 1.000e-01, eta: 5 days, 6:33:40, time: 1.726, data_time: 0.013, memory: 16628, top1_acc: 0.3812, top5_acc: 0.6312, loss_cls: 2.7936, loss: 2.7936, grad_norm: 2.1692 2021-01-24 06:38:39,931 - mmaction - INFO - Epoch [129][1680/2147] lr: 1.000e-01, eta: 5 days, 6:33:04, time: 1.551, data_time: 0.009, memory: 16628, top1_acc: 0.3701, top5_acc: 0.6210, loss_cls: 2.8462, loss: 2.8462, grad_norm: 2.1605 2021-01-24 06:39:08,920 - mmaction - INFO - Epoch [129][1700/2147] lr: 1.000e-01, eta: 5 days, 6:32:26, time: 1.450, data_time: 0.004, memory: 16628, top1_acc: 0.4058, top5_acc: 0.6504, loss_cls: 2.7058, loss: 2.7058, grad_norm: 2.0583 2021-01-24 06:39:37,662 - mmaction - INFO - Epoch [129][1720/2147] lr: 1.000e-01, eta: 5 days, 6:31:49, time: 1.437, data_time: 0.003, memory: 16628, top1_acc: 0.3866, top5_acc: 0.6446, loss_cls: 2.7607, loss: 2.7607, grad_norm: 2.1358 2021-01-24 06:40:07,665 - mmaction - INFO - Epoch [129][1740/2147] lr: 1.000e-01, eta: 5 days, 6:31:12, time: 1.500, data_time: 0.002, memory: 16628, top1_acc: 0.3996, top5_acc: 0.6321, loss_cls: 2.7212, loss: 2.7212, grad_norm: 2.1219 2021-01-24 06:40:42,202 - mmaction - INFO - Epoch [129][1760/2147] lr: 1.000e-01, eta: 5 days, 6:30:40, time: 1.721, data_time: 0.003, memory: 16628, top1_acc: 0.3853, top5_acc: 0.6522, loss_cls: 2.7386, loss: 2.7386, grad_norm: 2.1055 2021-01-24 06:41:13,140 - mmaction - INFO - Epoch [129][1780/2147] lr: 1.000e-01, eta: 5 days, 6:30:04, time: 1.546, data_time: 0.017, memory: 16628, top1_acc: 0.3884, top5_acc: 0.6250, loss_cls: 2.7681, loss: 2.7681, grad_norm: 2.1617 2021-01-24 06:41:45,332 - mmaction - INFO - Epoch [129][1800/2147] lr: 1.000e-01, eta: 5 days, 6:29:28, time: 1.539, data_time: 0.010, memory: 16628, top1_acc: 0.3835, top5_acc: 0.6339, loss_cls: 2.7846, loss: 2.7846, grad_norm: 2.1327 2021-01-24 06:42:17,544 - mmaction - INFO - Epoch [129][1820/2147] lr: 1.000e-01, eta: 5 days, 6:28:55, time: 1.689, data_time: 0.085, memory: 16628, top1_acc: 0.3772, top5_acc: 0.6357, loss_cls: 2.7867, loss: 2.7867, grad_norm: 2.1444 2021-01-24 06:42:50,042 - mmaction - INFO - Epoch [129][1840/2147] lr: 1.000e-01, eta: 5 days, 6:28:21, time: 1.623, data_time: 0.001, memory: 16628, top1_acc: 0.3893, top5_acc: 0.6353, loss_cls: 2.7859, loss: 2.7859, grad_norm: 2.1316 2021-01-24 06:43:21,677 - mmaction - INFO - Epoch [129][1860/2147] lr: 1.000e-01, eta: 5 days, 6:27:46, time: 1.574, data_time: 0.005, memory: 16628, top1_acc: 0.3978, top5_acc: 0.6446, loss_cls: 2.7606, loss: 2.7606, grad_norm: 2.1034 2021-01-24 06:43:53,643 - mmaction - INFO - Epoch [129][1880/2147] lr: 1.000e-01, eta: 5 days, 6:27:11, time: 1.603, data_time: 0.022, memory: 16628, top1_acc: 0.3830, top5_acc: 0.6170, loss_cls: 2.8111, loss: 2.8111, grad_norm: 2.1296 2021-01-24 06:44:23,568 - mmaction - INFO - Epoch [129][1900/2147] lr: 1.000e-01, eta: 5 days, 6:26:34, time: 1.498, data_time: 0.009, memory: 16628, top1_acc: 0.3625, top5_acc: 0.6268, loss_cls: 2.8492, loss: 2.8492, grad_norm: 2.0850 2021-01-24 06:44:53,783 - mmaction - INFO - Epoch [129][1920/2147] lr: 1.000e-01, eta: 5 days, 6:25:58, time: 1.511, data_time: 0.005, memory: 16628, top1_acc: 0.3817, top5_acc: 0.6308, loss_cls: 2.8133, loss: 2.8133, grad_norm: 2.0843 2021-01-24 06:45:22,632 - mmaction - INFO - Epoch [129][1940/2147] lr: 1.000e-01, eta: 5 days, 6:25:20, time: 1.446, data_time: 0.005, memory: 16628, top1_acc: 0.3866, top5_acc: 0.6393, loss_cls: 2.7711, loss: 2.7711, grad_norm: 2.1332 2021-01-24 06:45:54,227 - mmaction - INFO - Epoch [129][1960/2147] lr: 1.000e-01, eta: 5 days, 6:24:45, time: 1.574, data_time: 0.004, memory: 16628, top1_acc: 0.4040, top5_acc: 0.6504, loss_cls: 2.6871, loss: 2.6871, grad_norm: 2.1084 2021-01-24 06:46:25,941 - mmaction - INFO - Epoch [129][1980/2147] lr: 1.000e-01, eta: 5 days, 6:24:10, time: 1.592, data_time: 0.009, memory: 16628, top1_acc: 0.3661, top5_acc: 0.6272, loss_cls: 2.8415, loss: 2.8415, grad_norm: 2.1210 2021-01-24 06:46:56,403 - mmaction - INFO - Epoch [129][2000/2147] lr: 1.000e-01, eta: 5 days, 6:23:34, time: 1.520, data_time: 0.002, memory: 16628, top1_acc: 0.3924, top5_acc: 0.6433, loss_cls: 2.7355, loss: 2.7355, grad_norm: 2.1066 2021-01-24 06:47:25,725 - mmaction - INFO - Epoch [129][2020/2147] lr: 1.000e-01, eta: 5 days, 6:22:56, time: 1.464, data_time: 0.009, memory: 16628, top1_acc: 0.4152, top5_acc: 0.6612, loss_cls: 2.6230, loss: 2.6230, grad_norm: 2.0680 2021-01-24 06:47:55,835 - mmaction - INFO - Epoch [129][2040/2147] lr: 1.000e-01, eta: 5 days, 6:22:20, time: 1.504, data_time: 0.011, memory: 16628, top1_acc: 0.3853, top5_acc: 0.6223, loss_cls: 2.8192, loss: 2.8192, grad_norm: 2.1144 2021-01-24 06:48:24,520 - mmaction - INFO - Epoch [129][2060/2147] lr: 1.000e-01, eta: 5 days, 6:21:42, time: 1.441, data_time: 0.012, memory: 16628, top1_acc: 0.3835, top5_acc: 0.6406, loss_cls: 2.7345, loss: 2.7345, grad_norm: 2.1051 2021-01-24 06:48:55,134 - mmaction - INFO - Epoch [129][2080/2147] lr: 1.000e-01, eta: 5 days, 6:21:06, time: 1.529, data_time: 0.004, memory: 16628, top1_acc: 0.3835, top5_acc: 0.6379, loss_cls: 2.7450, loss: 2.7450, grad_norm: 2.1322 2021-01-24 06:49:24,935 - mmaction - INFO - Epoch [129][2100/2147] lr: 1.000e-01, eta: 5 days, 6:20:29, time: 1.491, data_time: 0.004, memory: 16628, top1_acc: 0.3790, top5_acc: 0.6429, loss_cls: 2.7930, loss: 2.7930, grad_norm: 2.1887 2021-01-24 06:49:54,326 - mmaction - INFO - Epoch [129][2120/2147] lr: 1.000e-01, eta: 5 days, 6:19:52, time: 1.465, data_time: 0.003, memory: 16628, top1_acc: 0.3897, top5_acc: 0.6424, loss_cls: 2.7710, loss: 2.7710, grad_norm: 2.1216 2021-01-24 06:50:25,526 - mmaction - INFO - Epoch [129][2140/2147] lr: 1.000e-01, eta: 5 days, 6:19:16, time: 1.564, data_time: 0.005, memory: 16628, top1_acc: 0.3888, top5_acc: 0.6388, loss_cls: 2.7615, loss: 2.7615, grad_norm: 2.1177 2021-01-24 06:55:44,233 - mmaction - INFO - Epoch [130][20/2147] lr: 9.877e-02, eta: 5 days, 6:22:39, time: 14.819, data_time: 13.084, memory: 16628, top1_acc: 0.3951, top5_acc: 0.6478, loss_cls: 2.7143, loss: 2.7143, grad_norm: 2.1028 2021-01-24 06:56:16,607 - mmaction - INFO - Epoch [130][40/2147] lr: 9.877e-02, eta: 5 days, 6:22:04, time: 1.621, data_time: 0.014, memory: 16628, top1_acc: 0.4129, top5_acc: 0.6638, loss_cls: 2.6037, loss: 2.6037, grad_norm: 2.1092 2021-01-24 06:56:49,302 - mmaction - INFO - Epoch [130][60/2147] lr: 9.877e-02, eta: 5 days, 6:21:30, time: 1.633, data_time: 0.008, memory: 16628, top1_acc: 0.3621, top5_acc: 0.6308, loss_cls: 2.8512, loss: 2.8512, grad_norm: 2.1515 2021-01-24 06:57:18,655 - mmaction - INFO - Epoch [130][80/2147] lr: 9.877e-02, eta: 5 days, 6:20:53, time: 1.469, data_time: 0.005, memory: 16628, top1_acc: 0.4009, top5_acc: 0.6308, loss_cls: 2.7052, loss: 2.7052, grad_norm: 2.0455 2021-01-24 06:57:50,252 - mmaction - INFO - Epoch [130][100/2147] lr: 9.877e-02, eta: 5 days, 6:20:18, time: 1.575, data_time: 0.002, memory: 16628, top1_acc: 0.3781, top5_acc: 0.6455, loss_cls: 2.7357, loss: 2.7357, grad_norm: 2.1717 2021-01-24 06:58:19,453 - mmaction - INFO - Epoch [130][120/2147] lr: 9.877e-02, eta: 5 days, 6:19:40, time: 1.463, data_time: 0.007, memory: 16628, top1_acc: 0.4049, top5_acc: 0.6571, loss_cls: 2.7059, loss: 2.7059, grad_norm: 2.1844 2021-01-24 06:58:48,752 - mmaction - INFO - Epoch [130][140/2147] lr: 9.877e-02, eta: 5 days, 6:19:03, time: 1.463, data_time: 0.011, memory: 16628, top1_acc: 0.3879, top5_acc: 0.6420, loss_cls: 2.7232, loss: 2.7232, grad_norm: 2.1291 2021-01-24 06:59:18,660 - mmaction - INFO - Epoch [130][160/2147] lr: 9.877e-02, eta: 5 days, 6:18:26, time: 1.497, data_time: 0.010, memory: 16628, top1_acc: 0.3893, top5_acc: 0.6429, loss_cls: 2.7523, loss: 2.7523, grad_norm: 2.0884 2021-01-24 06:59:51,286 - mmaction - INFO - Epoch [130][180/2147] lr: 9.877e-02, eta: 5 days, 6:17:52, time: 1.624, data_time: 0.009, memory: 16628, top1_acc: 0.4045, top5_acc: 0.6482, loss_cls: 2.7082, loss: 2.7082, grad_norm: 2.1196 2021-01-24 07:00:20,630 - mmaction - INFO - Epoch [130][200/2147] lr: 9.877e-02, eta: 5 days, 6:17:15, time: 1.472, data_time: 0.017, memory: 16628, top1_acc: 0.4004, top5_acc: 0.6531, loss_cls: 2.6858, loss: 2.6858, grad_norm: 2.1005 2021-01-24 07:00:49,930 - mmaction - INFO - Epoch [130][220/2147] lr: 9.877e-02, eta: 5 days, 6:16:37, time: 1.466, data_time: 0.014, memory: 16628, top1_acc: 0.3821, top5_acc: 0.6277, loss_cls: 2.8155, loss: 2.8155, grad_norm: 2.1571 2021-01-24 07:01:20,824 - mmaction - INFO - Epoch [130][240/2147] lr: 9.877e-02, eta: 5 days, 6:16:01, time: 1.542, data_time: 0.011, memory: 16628, top1_acc: 0.3732, top5_acc: 0.6379, loss_cls: 2.7822, loss: 2.7822, grad_norm: 2.1425 2021-01-24 07:01:55,963 - mmaction - INFO - Epoch [130][260/2147] lr: 9.877e-02, eta: 5 days, 6:15:30, time: 1.752, data_time: 0.016, memory: 16628, top1_acc: 0.3839, top5_acc: 0.6304, loss_cls: 2.7665, loss: 2.7665, grad_norm: 2.1328 2021-01-24 07:02:28,449 - mmaction - INFO - Epoch [130][280/2147] lr: 9.877e-02, eta: 5 days, 6:14:56, time: 1.635, data_time: 0.013, memory: 16628, top1_acc: 0.3839, top5_acc: 0.6357, loss_cls: 2.7685, loss: 2.7685, grad_norm: 2.1432 2021-01-24 07:02:58,550 - mmaction - INFO - Epoch [130][300/2147] lr: 9.877e-02, eta: 5 days, 6:14:19, time: 1.504, data_time: 0.003, memory: 16628, top1_acc: 0.3964, top5_acc: 0.6487, loss_cls: 2.6904, loss: 2.6904, grad_norm: 2.0993 2021-01-24 07:03:29,358 - mmaction - INFO - Epoch [130][320/2147] lr: 9.877e-02, eta: 5 days, 6:13:43, time: 1.540, data_time: 0.002, memory: 16628, top1_acc: 0.3763, top5_acc: 0.6254, loss_cls: 2.7706, loss: 2.7706, grad_norm: 2.1723 2021-01-24 07:04:00,485 - mmaction - INFO - Epoch [130][340/2147] lr: 9.877e-02, eta: 5 days, 6:13:08, time: 1.553, data_time: 0.003, memory: 16628, top1_acc: 0.3692, top5_acc: 0.6246, loss_cls: 2.8201, loss: 2.8201, grad_norm: 2.0457 2021-01-24 07:04:29,527 - mmaction - INFO - Epoch [130][360/2147] lr: 9.877e-02, eta: 5 days, 6:12:30, time: 1.454, data_time: 0.006, memory: 16628, top1_acc: 0.4094, top5_acc: 0.6567, loss_cls: 2.6357, loss: 2.6357, grad_norm: 2.1173 2021-01-24 07:05:00,302 - mmaction - INFO - Epoch [130][380/2147] lr: 9.877e-02, eta: 5 days, 6:11:54, time: 1.541, data_time: 0.007, memory: 16628, top1_acc: 0.3879, top5_acc: 0.6469, loss_cls: 2.7580, loss: 2.7580, grad_norm: 2.1761 2021-01-24 07:05:30,940 - mmaction - INFO - Epoch [130][400/2147] lr: 9.877e-02, eta: 5 days, 6:11:18, time: 1.533, data_time: 0.002, memory: 16628, top1_acc: 0.3871, top5_acc: 0.6433, loss_cls: 2.7397, loss: 2.7397, grad_norm: 2.1408 2021-01-24 07:06:00,630 - mmaction - INFO - Epoch [130][420/2147] lr: 9.877e-02, eta: 5 days, 6:10:41, time: 1.484, data_time: 0.002, memory: 16628, top1_acc: 0.4018, top5_acc: 0.6607, loss_cls: 2.6479, loss: 2.6479, grad_norm: 2.1069 2021-01-24 07:06:30,191 - mmaction - INFO - Epoch [130][440/2147] lr: 9.877e-02, eta: 5 days, 6:10:04, time: 1.473, data_time: 0.003, memory: 16628, top1_acc: 0.3804, top5_acc: 0.6406, loss_cls: 2.7557, loss: 2.7557, grad_norm: 2.1357 2021-01-24 07:07:01,460 - mmaction - INFO - Epoch [130][460/2147] lr: 9.877e-02, eta: 5 days, 6:09:28, time: 1.569, data_time: 0.008, memory: 16628, top1_acc: 0.3897, top5_acc: 0.6241, loss_cls: 2.7722, loss: 2.7722, grad_norm: 2.1060 2021-01-24 07:07:32,957 - mmaction - INFO - Epoch [130][480/2147] lr: 9.877e-02, eta: 5 days, 6:08:53, time: 1.573, data_time: 0.002, memory: 16628, top1_acc: 0.3933, top5_acc: 0.6384, loss_cls: 2.7340, loss: 2.7340, grad_norm: 2.0946 2021-01-24 07:08:03,635 - mmaction - INFO - Epoch [130][500/2147] lr: 9.877e-02, eta: 5 days, 6:08:17, time: 1.532, data_time: 0.004, memory: 16628, top1_acc: 0.3884, top5_acc: 0.6446, loss_cls: 2.7245, loss: 2.7245, grad_norm: 2.1375 2021-01-24 07:08:32,720 - mmaction - INFO - Epoch [130][520/2147] lr: 9.877e-02, eta: 5 days, 6:07:40, time: 1.456, data_time: 0.005, memory: 16628, top1_acc: 0.3812, top5_acc: 0.6214, loss_cls: 2.8234, loss: 2.8234, grad_norm: 2.1604 2021-01-24 07:09:01,573 - mmaction - INFO - Epoch [130][540/2147] lr: 9.877e-02, eta: 5 days, 6:07:02, time: 1.442, data_time: 0.010, memory: 16628, top1_acc: 0.3969, top5_acc: 0.6549, loss_cls: 2.6809, loss: 2.6809, grad_norm: 2.0993 2021-01-24 07:09:31,911 - mmaction - INFO - Epoch [130][560/2147] lr: 9.877e-02, eta: 5 days, 6:06:26, time: 1.517, data_time: 0.005, memory: 16628, top1_acc: 0.3982, top5_acc: 0.6362, loss_cls: 2.7332, loss: 2.7332, grad_norm: 2.1487 2021-01-24 07:10:00,712 - mmaction - INFO - Epoch [130][580/2147] lr: 9.877e-02, eta: 5 days, 6:05:48, time: 1.436, data_time: 0.004, memory: 16628, top1_acc: 0.3804, top5_acc: 0.6339, loss_cls: 2.7898, loss: 2.7898, grad_norm: 2.1744 2021-01-24 07:10:31,521 - mmaction - INFO - Epoch [130][600/2147] lr: 9.877e-02, eta: 5 days, 6:05:12, time: 1.545, data_time: 0.007, memory: 16628, top1_acc: 0.3924, top5_acc: 0.6442, loss_cls: 2.7062, loss: 2.7062, grad_norm: 2.1150 2021-01-24 07:11:00,363 - mmaction - INFO - Epoch [130][620/2147] lr: 9.877e-02, eta: 5 days, 6:04:34, time: 1.440, data_time: 0.003, memory: 16628, top1_acc: 0.3862, top5_acc: 0.6522, loss_cls: 2.7504, loss: 2.7504, grad_norm: 2.1312 2021-01-24 07:11:31,392 - mmaction - INFO - Epoch [130][640/2147] lr: 9.877e-02, eta: 5 days, 6:03:58, time: 1.541, data_time: 0.004, memory: 16628, top1_acc: 0.3759, top5_acc: 0.6438, loss_cls: 2.7694, loss: 2.7694, grad_norm: 2.1654 2021-01-24 07:12:03,239 - mmaction - INFO - Epoch [130][660/2147] lr: 9.877e-02, eta: 5 days, 6:03:24, time: 1.605, data_time: 0.016, memory: 16628, top1_acc: 0.3795, top5_acc: 0.6371, loss_cls: 2.7487, loss: 2.7487, grad_norm: 2.1782 2021-01-24 07:12:36,976 - mmaction - INFO - Epoch [130][680/2147] lr: 9.877e-02, eta: 5 days, 6:02:50, time: 1.685, data_time: 0.008, memory: 16628, top1_acc: 0.3696, top5_acc: 0.6241, loss_cls: 2.8239, loss: 2.8239, grad_norm: 2.1536 2021-01-24 07:13:11,750 - mmaction - INFO - Epoch [130][700/2147] lr: 9.877e-02, eta: 5 days, 6:02:19, time: 1.741, data_time: 0.016, memory: 16628, top1_acc: 0.4013, top5_acc: 0.6585, loss_cls: 2.6738, loss: 2.6738, grad_norm: 2.1387 2021-01-24 07:13:40,904 - mmaction - INFO - Epoch [130][720/2147] lr: 9.877e-02, eta: 5 days, 6:01:41, time: 1.454, data_time: 0.001, memory: 16628, top1_acc: 0.3763, top5_acc: 0.6304, loss_cls: 2.7747, loss: 2.7747, grad_norm: 2.1985 2021-01-24 07:14:10,750 - mmaction - INFO - Epoch [130][740/2147] lr: 9.877e-02, eta: 5 days, 6:01:04, time: 1.496, data_time: 0.006, memory: 16628, top1_acc: 0.3933, top5_acc: 0.6384, loss_cls: 2.7444, loss: 2.7444, grad_norm: 2.1003 2021-01-24 07:14:39,373 - mmaction - INFO - Epoch [130][760/2147] lr: 9.877e-02, eta: 5 days, 6:00:26, time: 1.429, data_time: 0.004, memory: 16628, top1_acc: 0.3911, top5_acc: 0.6478, loss_cls: 2.7244, loss: 2.7244, grad_norm: 2.1230 2021-01-24 07:15:08,269 - mmaction - INFO - Epoch [130][780/2147] lr: 9.877e-02, eta: 5 days, 5:59:48, time: 1.447, data_time: 0.009, memory: 16628, top1_acc: 0.4089, top5_acc: 0.6545, loss_cls: 2.6631, loss: 2.6631, grad_norm: 2.1265 2021-01-24 07:15:37,246 - mmaction - INFO - Epoch [130][800/2147] lr: 9.877e-02, eta: 5 days, 5:59:11, time: 1.447, data_time: 0.010, memory: 16628, top1_acc: 0.4009, top5_acc: 0.6504, loss_cls: 2.7587, loss: 2.7587, grad_norm: 2.1770 2021-01-24 07:16:07,126 - mmaction - INFO - Epoch [130][820/2147] lr: 9.877e-02, eta: 5 days, 5:58:34, time: 1.492, data_time: 0.004, memory: 16628, top1_acc: 0.4018, top5_acc: 0.6415, loss_cls: 2.7351, loss: 2.7351, grad_norm: 2.1408 2021-01-24 07:16:47,309 - mmaction - INFO - Epoch [130][840/2147] lr: 9.877e-02, eta: 5 days, 5:58:07, time: 2.009, data_time: 0.005, memory: 16628, top1_acc: 0.3808, top5_acc: 0.6393, loss_cls: 2.7445, loss: 2.7445, grad_norm: 2.1550 2021-01-24 07:17:16,718 - mmaction - INFO - Epoch [130][860/2147] lr: 9.877e-02, eta: 5 days, 5:57:30, time: 1.472, data_time: 0.012, memory: 16628, top1_acc: 0.3964, top5_acc: 0.6478, loss_cls: 2.7413, loss: 2.7413, grad_norm: 2.1622 2021-01-24 07:17:56,743 - mmaction - INFO - Epoch [130][880/2147] lr: 9.877e-02, eta: 5 days, 5:57:03, time: 1.991, data_time: 0.005, memory: 16628, top1_acc: 0.3808, top5_acc: 0.6344, loss_cls: 2.7540, loss: 2.7540, grad_norm: 2.1930 2021-01-24 07:18:25,720 - mmaction - INFO - Epoch [130][900/2147] lr: 9.877e-02, eta: 5 days, 5:56:26, time: 1.458, data_time: 0.022, memory: 16628, top1_acc: 0.3848, top5_acc: 0.6388, loss_cls: 2.7520, loss: 2.7520, grad_norm: 2.1303 2021-01-24 07:18:56,607 - mmaction - INFO - Epoch [130][920/2147] lr: 9.877e-02, eta: 5 days, 5:55:50, time: 1.541, data_time: 0.004, memory: 16628, top1_acc: 0.3848, top5_acc: 0.6379, loss_cls: 2.7575, loss: 2.7575, grad_norm: 2.0942 2021-01-24 07:19:26,403 - mmaction - INFO - Epoch [130][940/2147] lr: 9.877e-02, eta: 5 days, 5:55:13, time: 1.495, data_time: 0.009, memory: 16628, top1_acc: 0.3795, top5_acc: 0.6290, loss_cls: 2.7968, loss: 2.7968, grad_norm: 2.1668 2021-01-24 07:20:01,469 - mmaction - INFO - Epoch [130][960/2147] lr: 9.877e-02, eta: 5 days, 5:54:41, time: 1.751, data_time: 0.012, memory: 16628, top1_acc: 0.3911, top5_acc: 0.6500, loss_cls: 2.7404, loss: 2.7404, grad_norm: 2.2015 2021-01-24 07:20:30,920 - mmaction - INFO - Epoch [130][980/2147] lr: 9.877e-02, eta: 5 days, 5:54:04, time: 1.470, data_time: 0.005, memory: 16628, top1_acc: 0.3719, top5_acc: 0.6366, loss_cls: 2.7827, loss: 2.7827, grad_norm: 2.1573 2021-01-24 07:21:02,461 - mmaction - INFO - Epoch [130][1000/2147] lr: 9.877e-02, eta: 5 days, 5:53:29, time: 1.580, data_time: 0.012, memory: 16628, top1_acc: 0.3866, top5_acc: 0.6411, loss_cls: 2.7568, loss: 2.7568, grad_norm: 2.1238 2021-01-24 07:21:31,102 - mmaction - INFO - Epoch [130][1020/2147] lr: 9.877e-02, eta: 5 days, 5:52:51, time: 1.433, data_time: 0.005, memory: 16628, top1_acc: 0.3799, top5_acc: 0.6384, loss_cls: 2.7754, loss: 2.7754, grad_norm: 2.1599 2021-01-24 07:22:06,991 - mmaction - INFO - Epoch [130][1040/2147] lr: 9.877e-02, eta: 5 days, 5:52:20, time: 1.792, data_time: 0.006, memory: 16628, top1_acc: 0.3884, top5_acc: 0.6402, loss_cls: 2.7804, loss: 2.7804, grad_norm: 2.1410 2021-01-24 07:22:39,313 - mmaction - INFO - Epoch [130][1060/2147] lr: 9.877e-02, eta: 5 days, 5:51:46, time: 1.620, data_time: 0.006, memory: 16628, top1_acc: 0.3929, top5_acc: 0.6424, loss_cls: 2.7499, loss: 2.7499, grad_norm: 2.1027 2021-01-24 07:23:08,131 - mmaction - INFO - Epoch [130][1080/2147] lr: 9.877e-02, eta: 5 days, 5:51:08, time: 1.440, data_time: 0.001, memory: 16628, top1_acc: 0.3866, top5_acc: 0.6384, loss_cls: 2.7289, loss: 2.7289, grad_norm: 2.1877 2021-01-24 07:23:37,393 - mmaction - INFO - Epoch [130][1100/2147] lr: 9.877e-02, eta: 5 days, 5:50:30, time: 1.464, data_time: 0.009, memory: 16628, top1_acc: 0.3960, top5_acc: 0.6451, loss_cls: 2.6797, loss: 2.6797, grad_norm: 2.1126 2021-01-24 07:24:07,012 - mmaction - INFO - Epoch [130][1120/2147] lr: 9.877e-02, eta: 5 days, 5:49:53, time: 1.475, data_time: 0.002, memory: 16628, top1_acc: 0.3839, top5_acc: 0.6290, loss_cls: 2.7564, loss: 2.7564, grad_norm: 2.1830 2021-01-24 07:24:40,007 - mmaction - INFO - Epoch [130][1140/2147] lr: 9.877e-02, eta: 5 days, 5:49:20, time: 1.649, data_time: 0.007, memory: 16628, top1_acc: 0.3902, top5_acc: 0.6308, loss_cls: 2.8030, loss: 2.8030, grad_norm: 2.1747 2021-01-24 07:25:10,761 - mmaction - INFO - Epoch [130][1160/2147] lr: 9.877e-02, eta: 5 days, 5:48:44, time: 1.544, data_time: 0.011, memory: 16628, top1_acc: 0.3866, top5_acc: 0.6393, loss_cls: 2.7648, loss: 2.7648, grad_norm: 2.1213 2021-01-24 07:25:54,609 - mmaction - INFO - Epoch [130][1180/2147] lr: 9.877e-02, eta: 5 days, 5:48:20, time: 2.181, data_time: 0.009, memory: 16628, top1_acc: 0.3987, top5_acc: 0.6433, loss_cls: 2.7421, loss: 2.7421, grad_norm: 2.1374 2021-01-24 07:26:24,227 - mmaction - INFO - Epoch [130][1200/2147] lr: 9.877e-02, eta: 5 days, 5:47:44, time: 1.486, data_time: 0.019, memory: 16628, top1_acc: 0.3942, top5_acc: 0.6683, loss_cls: 2.6754, loss: 2.6754, grad_norm: 2.1589 2021-01-24 07:26:54,440 - mmaction - INFO - Epoch [130][1220/2147] lr: 9.877e-02, eta: 5 days, 5:47:07, time: 1.513, data_time: 0.009, memory: 16628, top1_acc: 0.3799, top5_acc: 0.6223, loss_cls: 2.8146, loss: 2.8146, grad_norm: 2.1723 2021-01-24 07:27:23,325 - mmaction - INFO - Epoch [130][1240/2147] lr: 9.877e-02, eta: 5 days, 5:46:29, time: 1.447, data_time: 0.007, memory: 16628, top1_acc: 0.3607, top5_acc: 0.6241, loss_cls: 2.8668, loss: 2.8668, grad_norm: 2.1590 2021-01-24 07:27:52,890 - mmaction - INFO - Epoch [130][1260/2147] lr: 9.877e-02, eta: 5 days, 5:45:52, time: 1.479, data_time: 0.008, memory: 16628, top1_acc: 0.4018, top5_acc: 0.6478, loss_cls: 2.7146, loss: 2.7146, grad_norm: 2.1148 2021-01-24 07:28:21,490 - mmaction - INFO - Epoch [130][1280/2147] lr: 9.877e-02, eta: 5 days, 5:45:14, time: 1.428, data_time: 0.003, memory: 16628, top1_acc: 0.4183, top5_acc: 0.6679, loss_cls: 2.6555, loss: 2.6555, grad_norm: 2.1580 2021-01-24 07:28:52,562 - mmaction - INFO - Epoch [130][1300/2147] lr: 9.877e-02, eta: 5 days, 5:44:39, time: 1.555, data_time: 0.004, memory: 16628, top1_acc: 0.3853, top5_acc: 0.6397, loss_cls: 2.7494, loss: 2.7494, grad_norm: 2.1469 2021-01-24 07:29:21,984 - mmaction - INFO - Epoch [130][1320/2147] lr: 9.877e-02, eta: 5 days, 5:44:02, time: 1.471, data_time: 0.005, memory: 16628, top1_acc: 0.3772, top5_acc: 0.6308, loss_cls: 2.8396, loss: 2.8396, grad_norm: 2.1754 2021-01-24 07:29:52,822 - mmaction - INFO - Epoch [130][1340/2147] lr: 9.877e-02, eta: 5 days, 5:43:26, time: 1.543, data_time: 0.004, memory: 16628, top1_acc: 0.3888, top5_acc: 0.6344, loss_cls: 2.8170, loss: 2.8170, grad_norm: 2.0839 2021-01-24 07:30:22,137 - mmaction - INFO - Epoch [130][1360/2147] lr: 9.877e-02, eta: 5 days, 5:42:48, time: 1.461, data_time: 0.001, memory: 16628, top1_acc: 0.3826, top5_acc: 0.6424, loss_cls: 2.7772, loss: 2.7772, grad_norm: 2.1653 2021-01-24 07:30:51,606 - mmaction - INFO - Epoch [130][1380/2147] lr: 9.877e-02, eta: 5 days, 5:42:11, time: 1.474, data_time: 0.007, memory: 16628, top1_acc: 0.3812, top5_acc: 0.6272, loss_cls: 2.7634, loss: 2.7634, grad_norm: 2.1311 2021-01-24 07:31:21,603 - mmaction - INFO - Epoch [130][1400/2147] lr: 9.877e-02, eta: 5 days, 5:41:35, time: 1.501, data_time: 0.007, memory: 16628, top1_acc: 0.3964, top5_acc: 0.6281, loss_cls: 2.8178, loss: 2.8178, grad_norm: 2.1071 2021-01-24 07:31:55,552 - mmaction - INFO - Epoch [130][1420/2147] lr: 9.877e-02, eta: 5 days, 5:41:02, time: 1.698, data_time: 0.006, memory: 16628, top1_acc: 0.3996, top5_acc: 0.6402, loss_cls: 2.7544, loss: 2.7544, grad_norm: 2.1016 2021-01-24 07:32:24,448 - mmaction - INFO - Epoch [130][1440/2147] lr: 9.877e-02, eta: 5 days, 5:40:24, time: 1.445, data_time: 0.008, memory: 16628, top1_acc: 0.3964, top5_acc: 0.6558, loss_cls: 2.7042, loss: 2.7042, grad_norm: 2.0988 2021-01-24 07:32:57,080 - mmaction - INFO - Epoch [130][1460/2147] lr: 9.877e-02, eta: 5 days, 5:39:50, time: 1.628, data_time: 0.008, memory: 16628, top1_acc: 0.3996, top5_acc: 0.6344, loss_cls: 2.6906, loss: 2.6906, grad_norm: 2.0375 2021-01-24 07:33:26,109 - mmaction - INFO - Epoch [130][1480/2147] lr: 9.877e-02, eta: 5 days, 5:39:13, time: 1.458, data_time: 0.011, memory: 16628, top1_acc: 0.3978, top5_acc: 0.6589, loss_cls: 2.7182, loss: 2.7182, grad_norm: 2.1260 2021-01-24 07:33:55,258 - mmaction - INFO - Epoch [130][1500/2147] lr: 9.877e-02, eta: 5 days, 5:38:35, time: 1.457, data_time: 0.003, memory: 16628, top1_acc: 0.3946, top5_acc: 0.6460, loss_cls: 2.7197, loss: 2.7197, grad_norm: 2.1313 2021-01-24 07:34:24,242 - mmaction - INFO - Epoch [130][1520/2147] lr: 9.877e-02, eta: 5 days, 5:37:57, time: 1.447, data_time: 0.004, memory: 16628, top1_acc: 0.3871, top5_acc: 0.6326, loss_cls: 2.7845, loss: 2.7845, grad_norm: 2.1581 2021-01-24 07:34:57,930 - mmaction - INFO - Epoch [130][1540/2147] lr: 9.877e-02, eta: 5 days, 5:37:24, time: 1.686, data_time: 0.012, memory: 16628, top1_acc: 0.3696, top5_acc: 0.6308, loss_cls: 2.8402, loss: 2.8402, grad_norm: 2.1349 2021-01-24 07:35:28,268 - mmaction - INFO - Epoch [130][1560/2147] lr: 9.877e-02, eta: 5 days, 5:36:48, time: 1.518, data_time: 0.003, memory: 16628, top1_acc: 0.3942, top5_acc: 0.6424, loss_cls: 2.7490, loss: 2.7490, grad_norm: 2.1079 2021-01-24 07:36:00,175 - mmaction - INFO - Epoch [130][1580/2147] lr: 9.877e-02, eta: 5 days, 5:36:13, time: 1.591, data_time: 0.005, memory: 16628, top1_acc: 0.3643, top5_acc: 0.6281, loss_cls: 2.8195, loss: 2.8195, grad_norm: 2.1686 2021-01-24 07:36:30,719 - mmaction - INFO - Epoch [130][1600/2147] lr: 9.877e-02, eta: 5 days, 5:35:37, time: 1.528, data_time: 0.010, memory: 16628, top1_acc: 0.3906, top5_acc: 0.6362, loss_cls: 2.7493, loss: 2.7493, grad_norm: 2.0470 2021-01-24 07:37:02,895 - mmaction - INFO - Epoch [130][1620/2147] lr: 9.877e-02, eta: 5 days, 5:35:03, time: 1.612, data_time: 0.010, memory: 16628, top1_acc: 0.3661, top5_acc: 0.6348, loss_cls: 2.8236, loss: 2.8236, grad_norm: 2.1350 2021-01-24 07:37:31,739 - mmaction - INFO - Epoch [130][1640/2147] lr: 9.877e-02, eta: 5 days, 5:34:25, time: 1.441, data_time: 0.004, memory: 16628, top1_acc: 0.3799, top5_acc: 0.6321, loss_cls: 2.7902, loss: 2.7902, grad_norm: 2.1541 2021-01-24 07:38:03,027 - mmaction - INFO - Epoch [130][1660/2147] lr: 9.877e-02, eta: 5 days, 5:33:50, time: 1.564, data_time: 0.004, memory: 16628, top1_acc: 0.3835, top5_acc: 0.6335, loss_cls: 2.7677, loss: 2.7677, grad_norm: 2.1013 2021-01-24 07:38:31,560 - mmaction - INFO - Epoch [130][1680/2147] lr: 9.877e-02, eta: 5 days, 5:33:12, time: 1.427, data_time: 0.005, memory: 16628, top1_acc: 0.3937, top5_acc: 0.6321, loss_cls: 2.7367, loss: 2.7367, grad_norm: 2.1427 2021-01-24 07:39:00,903 - mmaction - INFO - Epoch [130][1700/2147] lr: 9.877e-02, eta: 5 days, 5:32:34, time: 1.467, data_time: 0.005, memory: 16628, top1_acc: 0.3888, top5_acc: 0.6344, loss_cls: 2.7658, loss: 2.7658, grad_norm: 2.1206 2021-01-24 07:39:32,677 - mmaction - INFO - Epoch [130][1720/2147] lr: 9.877e-02, eta: 5 days, 5:31:59, time: 1.588, data_time: 0.004, memory: 16628, top1_acc: 0.3808, top5_acc: 0.6379, loss_cls: 2.7667, loss: 2.7667, grad_norm: 2.1059 2021-01-24 07:40:02,006 - mmaction - INFO - Epoch [130][1740/2147] lr: 9.877e-02, eta: 5 days, 5:31:22, time: 1.469, data_time: 0.008, memory: 16628, top1_acc: 0.3897, top5_acc: 0.6420, loss_cls: 2.7573, loss: 2.7573, grad_norm: 2.1334 2021-01-24 07:40:31,486 - mmaction - INFO - Epoch [130][1760/2147] lr: 9.877e-02, eta: 5 days, 5:30:45, time: 1.474, data_time: 0.007, memory: 16628, top1_acc: 0.3942, top5_acc: 0.6522, loss_cls: 2.7507, loss: 2.7507, grad_norm: 2.1526 2021-01-24 07:41:02,910 - mmaction - INFO - Epoch [130][1780/2147] lr: 9.877e-02, eta: 5 days, 5:30:10, time: 1.564, data_time: 0.001, memory: 16628, top1_acc: 0.3929, top5_acc: 0.6643, loss_cls: 2.6457, loss: 2.6457, grad_norm: 2.1616 2021-01-24 07:41:33,672 - mmaction - INFO - Epoch [130][1800/2147] lr: 9.877e-02, eta: 5 days, 5:29:34, time: 1.543, data_time: 0.008, memory: 16628, top1_acc: 0.3897, top5_acc: 0.6424, loss_cls: 2.7139, loss: 2.7139, grad_norm: 2.1782 2021-01-24 07:42:04,100 - mmaction - INFO - Epoch [130][1820/2147] lr: 9.877e-02, eta: 5 days, 5:28:58, time: 1.518, data_time: 0.009, memory: 16628, top1_acc: 0.3893, top5_acc: 0.6518, loss_cls: 2.7127, loss: 2.7127, grad_norm: 2.1448 2021-01-24 07:42:37,336 - mmaction - INFO - Epoch [130][1840/2147] lr: 9.877e-02, eta: 5 days, 5:28:24, time: 1.666, data_time: 0.010, memory: 16628, top1_acc: 0.3848, top5_acc: 0.6312, loss_cls: 2.7662, loss: 2.7662, grad_norm: 2.1559 2021-01-24 07:43:05,967 - mmaction - INFO - Epoch [130][1860/2147] lr: 9.877e-02, eta: 5 days, 5:27:46, time: 1.429, data_time: 0.002, memory: 16628, top1_acc: 0.3906, top5_acc: 0.6531, loss_cls: 2.7343, loss: 2.7343, grad_norm: 2.1676 2021-01-24 07:43:37,281 - mmaction - INFO - Epoch [130][1880/2147] lr: 9.877e-02, eta: 5 days, 5:27:11, time: 1.564, data_time: 0.004, memory: 16628, top1_acc: 0.3692, top5_acc: 0.6411, loss_cls: 2.7902, loss: 2.7902, grad_norm: 2.1752 2021-01-24 07:44:05,944 - mmaction - INFO - Epoch [130][1900/2147] lr: 9.877e-02, eta: 5 days, 5:26:33, time: 1.436, data_time: 0.008, memory: 16628, top1_acc: 0.3906, top5_acc: 0.6397, loss_cls: 2.7770, loss: 2.7770, grad_norm: 2.1007 2021-01-24 07:44:37,178 - mmaction - INFO - Epoch [130][1920/2147] lr: 9.877e-02, eta: 5 days, 5:25:58, time: 1.562, data_time: 0.010, memory: 16628, top1_acc: 0.3826, top5_acc: 0.6411, loss_cls: 2.7429, loss: 2.7429, grad_norm: 2.1136 2021-01-24 07:45:07,988 - mmaction - INFO - Epoch [130][1940/2147] lr: 9.877e-02, eta: 5 days, 5:25:22, time: 1.538, data_time: 0.003, memory: 16628, top1_acc: 0.3897, top5_acc: 0.6469, loss_cls: 2.6931, loss: 2.6931, grad_norm: 2.1645 2021-01-24 07:45:38,513 - mmaction - INFO - Epoch [130][1960/2147] lr: 9.877e-02, eta: 5 days, 5:24:46, time: 1.530, data_time: 0.006, memory: 16628, top1_acc: 0.3826, top5_acc: 0.6460, loss_cls: 2.7371, loss: 2.7371, grad_norm: 2.1493 2021-01-24 07:46:15,929 - mmaction - INFO - Epoch [130][1980/2147] lr: 9.877e-02, eta: 5 days, 5:24:16, time: 1.863, data_time: 0.004, memory: 16628, top1_acc: 0.3893, top5_acc: 0.6402, loss_cls: 2.7440, loss: 2.7440, grad_norm: 2.1502 2021-01-24 07:46:47,377 - mmaction - INFO - Epoch [130][2000/2147] lr: 9.877e-02, eta: 5 days, 5:23:41, time: 1.575, data_time: 0.013, memory: 16628, top1_acc: 0.3920, top5_acc: 0.6424, loss_cls: 2.7507, loss: 2.7507, grad_norm: 2.1205 2021-01-24 07:47:19,811 - mmaction - INFO - Epoch [130][2020/2147] lr: 9.877e-02, eta: 5 days, 5:23:07, time: 1.627, data_time: 0.007, memory: 16628, top1_acc: 0.3862, top5_acc: 0.6522, loss_cls: 2.7369, loss: 2.7369, grad_norm: 2.1504 2021-01-24 07:47:51,711 - mmaction - INFO - Epoch [130][2040/2147] lr: 9.877e-02, eta: 5 days, 5:22:32, time: 1.594, data_time: 0.002, memory: 16628, top1_acc: 0.3714, top5_acc: 0.6228, loss_cls: 2.8432, loss: 2.8432, grad_norm: 2.1756 2021-01-24 07:48:23,874 - mmaction - INFO - Epoch [130][2060/2147] lr: 9.877e-02, eta: 5 days, 5:21:57, time: 1.607, data_time: 0.006, memory: 16628, top1_acc: 0.3888, top5_acc: 0.6388, loss_cls: 2.7385, loss: 2.7385, grad_norm: 2.0973 2021-01-24 07:48:54,224 - mmaction - INFO - Epoch [130][2080/2147] lr: 9.877e-02, eta: 5 days, 5:21:21, time: 1.518, data_time: 0.005, memory: 16628, top1_acc: 0.4004, top5_acc: 0.6415, loss_cls: 2.7256, loss: 2.7256, grad_norm: 2.1189 2021-01-24 07:49:23,257 - mmaction - INFO - Epoch [130][2100/2147] lr: 9.877e-02, eta: 5 days, 5:20:44, time: 1.453, data_time: 0.008, memory: 16628, top1_acc: 0.3996, top5_acc: 0.6473, loss_cls: 2.7064, loss: 2.7064, grad_norm: 2.1251 2021-01-24 07:49:54,108 - mmaction - INFO - Epoch [130][2120/2147] lr: 9.877e-02, eta: 5 days, 5:20:08, time: 1.542, data_time: 0.002, memory: 16628, top1_acc: 0.3634, top5_acc: 0.6317, loss_cls: 2.8436, loss: 2.8436, grad_norm: 2.2050 2021-01-24 07:50:22,937 - mmaction - INFO - Epoch [130][2140/2147] lr: 9.877e-02, eta: 5 days, 5:19:30, time: 1.441, data_time: 0.004, memory: 16628, top1_acc: 0.3754, top5_acc: 0.6321, loss_cls: 2.8143, loss: 2.8143, grad_norm: 2.1264 2021-01-24 08:08:15,605 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-24 08:08:16,390 - mmaction - INFO - top1_acc 0.4475 top5_acc 0.7170 2021-01-24 08:08:16,391 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-24 08:08:16,451 - mmaction - INFO - mean_acc 0.4474 2021-01-24 08:08:16,452 - mmaction - INFO - Now best checkpoint is epoch_130.pth 2021-01-24 08:08:16,464 - mmaction - INFO - Epoch(val) [130][2147] top1_acc: 0.4475, top5_acc: 0.7170, mean_class_accuracy: 0.4474 2021-01-24 08:12:48,734 - mmaction - INFO - Epoch [131][20/2147] lr: 9.755e-02, eta: 5 days, 5:22:25, time: 13.610, data_time: 11.885, memory: 16628, top1_acc: 0.3946, top5_acc: 0.6411, loss_cls: 2.6894, loss: 2.6894, grad_norm: 2.1571 2021-01-24 08:13:19,550 - mmaction - INFO - Epoch [131][40/2147] lr: 9.755e-02, eta: 5 days, 5:21:49, time: 1.543, data_time: 0.012, memory: 16628, top1_acc: 0.3875, top5_acc: 0.6442, loss_cls: 2.7699, loss: 2.7699, grad_norm: 2.2197 2021-01-24 08:13:48,386 - mmaction - INFO - Epoch [131][60/2147] lr: 9.755e-02, eta: 5 days, 5:21:12, time: 1.441, data_time: 0.004, memory: 16628, top1_acc: 0.3911, top5_acc: 0.6558, loss_cls: 2.6807, loss: 2.6807, grad_norm: 2.1318 2021-01-24 08:14:19,592 - mmaction - INFO - Epoch [131][80/2147] lr: 9.755e-02, eta: 5 days, 5:20:36, time: 1.559, data_time: 0.004, memory: 16628, top1_acc: 0.3982, top5_acc: 0.6513, loss_cls: 2.6606, loss: 2.6606, grad_norm: 2.1407 2021-01-24 08:14:48,858 - mmaction - INFO - Epoch [131][100/2147] lr: 9.755e-02, eta: 5 days, 5:19:59, time: 1.457, data_time: 0.005, memory: 16628, top1_acc: 0.3955, top5_acc: 0.6482, loss_cls: 2.7441, loss: 2.7441, grad_norm: 2.1541 2021-01-24 08:15:17,696 - mmaction - INFO - Epoch [131][120/2147] lr: 9.755e-02, eta: 5 days, 5:19:21, time: 1.449, data_time: 0.012, memory: 16628, top1_acc: 0.3594, top5_acc: 0.6129, loss_cls: 2.8500, loss: 2.8500, grad_norm: 2.1098 2021-01-24 08:15:46,781 - mmaction - INFO - Epoch [131][140/2147] lr: 9.755e-02, eta: 5 days, 5:18:43, time: 1.453, data_time: 0.004, memory: 16628, top1_acc: 0.3946, top5_acc: 0.6598, loss_cls: 2.6713, loss: 2.6713, grad_norm: 2.0898 2021-01-24 08:16:20,079 - mmaction - INFO - Epoch [131][160/2147] lr: 9.755e-02, eta: 5 days, 5:18:10, time: 1.666, data_time: 0.008, memory: 16628, top1_acc: 0.4022, top5_acc: 0.6536, loss_cls: 2.7075, loss: 2.7075, grad_norm: 2.1513 2021-01-24 08:16:49,367 - mmaction - INFO - Epoch [131][180/2147] lr: 9.755e-02, eta: 5 days, 5:17:33, time: 1.465, data_time: 0.009, memory: 16628, top1_acc: 0.3879, top5_acc: 0.6429, loss_cls: 2.7338, loss: 2.7338, grad_norm: 2.0869 2021-01-24 08:17:20,422 - mmaction - INFO - Epoch [131][200/2147] lr: 9.755e-02, eta: 5 days, 5:16:57, time: 1.554, data_time: 0.004, memory: 16628, top1_acc: 0.3982, top5_acc: 0.6455, loss_cls: 2.6998, loss: 2.6998, grad_norm: 2.1303 2021-01-24 08:17:52,894 - mmaction - INFO - Epoch [131][220/2147] lr: 9.755e-02, eta: 5 days, 5:16:23, time: 1.622, data_time: 0.003, memory: 16628, top1_acc: 0.3982, top5_acc: 0.6451, loss_cls: 2.6982, loss: 2.6982, grad_norm: 2.1705 2021-01-24 08:18:22,716 - mmaction - INFO - Epoch [131][240/2147] lr: 9.755e-02, eta: 5 days, 5:15:46, time: 1.491, data_time: 0.008, memory: 16628, top1_acc: 0.3924, top5_acc: 0.6549, loss_cls: 2.6834, loss: 2.6834, grad_norm: 2.1533 2021-01-24 08:18:51,635 - mmaction - INFO - Epoch [131][260/2147] lr: 9.755e-02, eta: 5 days, 5:15:08, time: 1.448, data_time: 0.004, memory: 16628, top1_acc: 0.3924, top5_acc: 0.6571, loss_cls: 2.7030, loss: 2.7030, grad_norm: 2.1367 2021-01-24 08:19:22,344 - mmaction - INFO - Epoch [131][280/2147] lr: 9.755e-02, eta: 5 days, 5:14:33, time: 1.536, data_time: 0.003, memory: 16628, top1_acc: 0.3884, top5_acc: 0.6491, loss_cls: 2.7011, loss: 2.7011, grad_norm: 2.1603 2021-01-24 08:19:55,376 - mmaction - INFO - Epoch [131][300/2147] lr: 9.755e-02, eta: 5 days, 5:13:59, time: 1.650, data_time: 0.004, memory: 16628, top1_acc: 0.4018, top5_acc: 0.6500, loss_cls: 2.6923, loss: 2.6923, grad_norm: 2.1353 2021-01-24 08:20:24,284 - mmaction - INFO - Epoch [131][320/2147] lr: 9.755e-02, eta: 5 days, 5:13:21, time: 1.444, data_time: 0.007, memory: 16628, top1_acc: 0.4009, top5_acc: 0.6429, loss_cls: 2.6835, loss: 2.6835, grad_norm: 2.1504 2021-01-24 08:20:53,867 - mmaction - INFO - Epoch [131][340/2147] lr: 9.755e-02, eta: 5 days, 5:12:44, time: 1.481, data_time: 0.009, memory: 16628, top1_acc: 0.3835, top5_acc: 0.6304, loss_cls: 2.7876, loss: 2.7876, grad_norm: 2.1293 2021-01-24 08:21:26,165 - mmaction - INFO - Epoch [131][360/2147] lr: 9.755e-02, eta: 5 days, 5:12:10, time: 1.615, data_time: 0.005, memory: 16628, top1_acc: 0.3929, top5_acc: 0.6469, loss_cls: 2.7054, loss: 2.7054, grad_norm: 2.1407 2021-01-24 08:21:57,930 - mmaction - INFO - Epoch [131][380/2147] lr: 9.755e-02, eta: 5 days, 5:11:35, time: 1.589, data_time: 0.002, memory: 16628, top1_acc: 0.3987, top5_acc: 0.6549, loss_cls: 2.6562, loss: 2.6562, grad_norm: 2.0979 2021-01-24 08:22:28,518 - mmaction - INFO - Epoch [131][400/2147] lr: 9.755e-02, eta: 5 days, 5:10:59, time: 1.530, data_time: 0.004, memory: 16628, top1_acc: 0.3857, top5_acc: 0.6509, loss_cls: 2.7069, loss: 2.7069, grad_norm: 2.1762 2021-01-24 08:22:58,701 - mmaction - INFO - Epoch [131][420/2147] lr: 9.755e-02, eta: 5 days, 5:10:22, time: 1.505, data_time: 0.002, memory: 16628, top1_acc: 0.4036, top5_acc: 0.6571, loss_cls: 2.6539, loss: 2.6539, grad_norm: 2.1051 2021-01-24 08:23:29,357 - mmaction - INFO - Epoch [131][440/2147] lr: 9.755e-02, eta: 5 days, 5:09:46, time: 1.536, data_time: 0.008, memory: 16628, top1_acc: 0.3786, top5_acc: 0.6375, loss_cls: 2.7593, loss: 2.7593, grad_norm: 2.1550 2021-01-24 08:24:01,141 - mmaction - INFO - Epoch [131][460/2147] lr: 9.755e-02, eta: 5 days, 5:09:11, time: 1.588, data_time: 0.003, memory: 16628, top1_acc: 0.3964, top5_acc: 0.6335, loss_cls: 2.7358, loss: 2.7358, grad_norm: 2.1282 2021-01-24 08:24:35,381 - mmaction - INFO - Epoch [131][480/2147] lr: 9.755e-02, eta: 5 days, 5:08:39, time: 1.704, data_time: 0.006, memory: 16628, top1_acc: 0.3808, top5_acc: 0.6366, loss_cls: 2.7656, loss: 2.7656, grad_norm: 2.1373 2021-01-24 08:25:05,624 - mmaction - INFO - Epoch [131][500/2147] lr: 9.755e-02, eta: 5 days, 5:08:02, time: 1.520, data_time: 0.011, memory: 16628, top1_acc: 0.3799, top5_acc: 0.6433, loss_cls: 2.7675, loss: 2.7675, grad_norm: 2.1196 2021-01-24 08:25:36,981 - mmaction - INFO - Epoch [131][520/2147] lr: 9.755e-02, eta: 5 days, 5:07:27, time: 1.569, data_time: 0.009, memory: 16628, top1_acc: 0.3879, top5_acc: 0.6366, loss_cls: 2.7662, loss: 2.7662, grad_norm: 2.1608 2021-01-24 08:26:05,893 - mmaction - INFO - Epoch [131][540/2147] lr: 9.755e-02, eta: 5 days, 5:06:49, time: 1.441, data_time: 0.002, memory: 16628, top1_acc: 0.3857, top5_acc: 0.6420, loss_cls: 2.7585, loss: 2.7585, grad_norm: 2.1244 2021-01-24 08:26:35,060 - mmaction - INFO - Epoch [131][560/2147] lr: 9.755e-02, eta: 5 days, 5:06:12, time: 1.461, data_time: 0.008, memory: 16628, top1_acc: 0.3942, top5_acc: 0.6504, loss_cls: 2.6693, loss: 2.6693, grad_norm: 2.1486 2021-01-24 08:27:04,369 - mmaction - INFO - Epoch [131][580/2147] lr: 9.755e-02, eta: 5 days, 5:05:35, time: 1.468, data_time: 0.005, memory: 16628, top1_acc: 0.3857, top5_acc: 0.6455, loss_cls: 2.7357, loss: 2.7357, grad_norm: 2.1271 2021-01-24 08:27:36,003 - mmaction - INFO - Epoch [131][600/2147] lr: 9.755e-02, eta: 5 days, 5:05:00, time: 1.579, data_time: 0.003, memory: 16628, top1_acc: 0.4045, top5_acc: 0.6594, loss_cls: 2.6865, loss: 2.6865, grad_norm: 2.1043 2021-01-24 08:28:05,431 - mmaction - INFO - Epoch [131][620/2147] lr: 9.755e-02, eta: 5 days, 5:04:22, time: 1.464, data_time: 0.005, memory: 16628, top1_acc: 0.4027, top5_acc: 0.6500, loss_cls: 2.7041, loss: 2.7041, grad_norm: 2.1783 2021-01-24 08:28:36,168 - mmaction - INFO - Epoch [131][640/2147] lr: 9.755e-02, eta: 5 days, 5:03:47, time: 1.547, data_time: 0.015, memory: 16628, top1_acc: 0.3906, top5_acc: 0.6594, loss_cls: 2.6750, loss: 2.6750, grad_norm: 2.1291 2021-01-24 08:29:07,848 - mmaction - INFO - Epoch [131][660/2147] lr: 9.755e-02, eta: 5 days, 5:03:12, time: 1.582, data_time: 0.003, memory: 16628, top1_acc: 0.4036, top5_acc: 0.6437, loss_cls: 2.7167, loss: 2.7167, grad_norm: 2.1491 2021-01-24 08:29:36,558 - mmaction - INFO - Epoch [131][680/2147] lr: 9.755e-02, eta: 5 days, 5:02:34, time: 1.438, data_time: 0.003, memory: 16628, top1_acc: 0.3777, top5_acc: 0.6219, loss_cls: 2.8132, loss: 2.8132, grad_norm: 2.2134 2021-01-24 08:30:07,800 - mmaction - INFO - Epoch [131][700/2147] lr: 9.755e-02, eta: 5 days, 5:01:58, time: 1.561, data_time: 0.003, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6281, loss_cls: 2.8167, loss: 2.8167, grad_norm: 2.1189 2021-01-24 08:30:36,751 - mmaction - INFO - Epoch [131][720/2147] lr: 9.755e-02, eta: 5 days, 5:01:21, time: 1.447, data_time: 0.010, memory: 16628, top1_acc: 0.3978, top5_acc: 0.6558, loss_cls: 2.6690, loss: 2.6690, grad_norm: 2.1610 2021-01-24 08:31:06,870 - mmaction - INFO - Epoch [131][740/2147] lr: 9.755e-02, eta: 5 days, 5:00:44, time: 1.504, data_time: 0.006, memory: 16628, top1_acc: 0.4004, top5_acc: 0.6415, loss_cls: 2.7222, loss: 2.7222, grad_norm: 2.1670 2021-01-24 08:31:44,805 - mmaction - INFO - Epoch [131][760/2147] lr: 9.755e-02, eta: 5 days, 5:00:14, time: 1.837, data_time: 0.014, memory: 16628, top1_acc: 0.3991, top5_acc: 0.6272, loss_cls: 2.7418, loss: 2.7418, grad_norm: 2.1523 2021-01-24 08:32:15,145 - mmaction - INFO - Epoch [131][780/2147] lr: 9.755e-02, eta: 5 days, 4:59:39, time: 1.576, data_time: 0.065, memory: 16628, top1_acc: 0.3866, top5_acc: 0.6478, loss_cls: 2.7554, loss: 2.7554, grad_norm: 2.1661 2021-01-24 08:32:44,675 - mmaction - INFO - Epoch [131][800/2147] lr: 9.755e-02, eta: 5 days, 4:59:02, time: 1.480, data_time: 0.008, memory: 16628, top1_acc: 0.3893, top5_acc: 0.6487, loss_cls: 2.7312, loss: 2.7312, grad_norm: 2.1393 2021-01-24 08:33:14,145 - mmaction - INFO - Epoch [131][820/2147] lr: 9.755e-02, eta: 5 days, 4:58:25, time: 1.474, data_time: 0.002, memory: 16628, top1_acc: 0.3902, top5_acc: 0.6330, loss_cls: 2.7192, loss: 2.7192, grad_norm: 2.1329 2021-01-24 08:33:43,184 - mmaction - INFO - Epoch [131][840/2147] lr: 9.755e-02, eta: 5 days, 4:57:47, time: 1.449, data_time: 0.002, memory: 16628, top1_acc: 0.3799, top5_acc: 0.6393, loss_cls: 2.7582, loss: 2.7582, grad_norm: 2.1733 2021-01-24 08:34:13,645 - mmaction - INFO - Epoch [131][860/2147] lr: 9.755e-02, eta: 5 days, 4:57:11, time: 1.523, data_time: 0.007, memory: 16628, top1_acc: 0.3888, top5_acc: 0.6482, loss_cls: 2.7107, loss: 2.7107, grad_norm: 2.1195 2021-01-24 08:34:44,148 - mmaction - INFO - Epoch [131][880/2147] lr: 9.755e-02, eta: 5 days, 4:56:35, time: 1.527, data_time: 0.016, memory: 16628, top1_acc: 0.3969, top5_acc: 0.6326, loss_cls: 2.7720, loss: 2.7720, grad_norm: 2.1654 2021-01-24 08:35:15,015 - mmaction - INFO - Epoch [131][900/2147] lr: 9.755e-02, eta: 5 days, 4:55:59, time: 1.536, data_time: 0.003, memory: 16628, top1_acc: 0.3897, top5_acc: 0.6446, loss_cls: 2.7380, loss: 2.7380, grad_norm: 2.2020 2021-01-24 08:35:47,359 - mmaction - INFO - Epoch [131][920/2147] lr: 9.755e-02, eta: 5 days, 4:55:25, time: 1.623, data_time: 0.013, memory: 16628, top1_acc: 0.3804, top5_acc: 0.6263, loss_cls: 2.7743, loss: 2.7743, grad_norm: 2.1640 2021-01-24 08:36:16,813 - mmaction - INFO - Epoch [131][940/2147] lr: 9.755e-02, eta: 5 days, 4:54:48, time: 1.469, data_time: 0.004, memory: 16628, top1_acc: 0.3839, top5_acc: 0.6478, loss_cls: 2.7394, loss: 2.7394, grad_norm: 2.1679 2021-01-24 08:36:56,350 - mmaction - INFO - Epoch [131][960/2147] lr: 9.755e-02, eta: 5 days, 4:54:20, time: 1.974, data_time: 0.016, memory: 16628, top1_acc: 0.3929, top5_acc: 0.6580, loss_cls: 2.7047, loss: 2.7047, grad_norm: 2.1247 2021-01-24 08:37:25,278 - mmaction - INFO - Epoch [131][980/2147] lr: 9.755e-02, eta: 5 days, 4:53:43, time: 1.452, data_time: 0.013, memory: 16628, top1_acc: 0.3790, top5_acc: 0.6469, loss_cls: 2.7441, loss: 2.7441, grad_norm: 2.1697 2021-01-24 08:37:55,814 - mmaction - INFO - Epoch [131][1000/2147] lr: 9.755e-02, eta: 5 days, 4:53:07, time: 1.527, data_time: 0.005, memory: 16628, top1_acc: 0.3897, top5_acc: 0.6353, loss_cls: 2.7656, loss: 2.7656, grad_norm: 2.2210 2021-01-24 08:38:25,493 - mmaction - INFO - Epoch [131][1020/2147] lr: 9.755e-02, eta: 5 days, 4:52:30, time: 1.484, data_time: 0.007, memory: 16628, top1_acc: 0.4085, top5_acc: 0.6647, loss_cls: 2.6283, loss: 2.6283, grad_norm: 2.1716 2021-01-24 08:38:56,319 - mmaction - INFO - Epoch [131][1040/2147] lr: 9.755e-02, eta: 5 days, 4:51:54, time: 1.540, data_time: 0.003, memory: 16628, top1_acc: 0.3719, top5_acc: 0.6335, loss_cls: 2.7851, loss: 2.7851, grad_norm: 2.1745 2021-01-24 08:39:25,241 - mmaction - INFO - Epoch [131][1060/2147] lr: 9.755e-02, eta: 5 days, 4:51:16, time: 1.448, data_time: 0.008, memory: 16628, top1_acc: 0.3844, top5_acc: 0.6478, loss_cls: 2.7311, loss: 2.7311, grad_norm: 2.1827 2021-01-24 08:39:59,132 - mmaction - INFO - Epoch [131][1080/2147] lr: 9.755e-02, eta: 5 days, 4:50:44, time: 1.692, data_time: 0.003, memory: 16628, top1_acc: 0.3902, top5_acc: 0.6487, loss_cls: 2.7288, loss: 2.7288, grad_norm: 2.1843 2021-01-24 08:40:28,291 - mmaction - INFO - Epoch [131][1100/2147] lr: 9.755e-02, eta: 5 days, 4:50:06, time: 1.458, data_time: 0.009, memory: 16628, top1_acc: 0.3844, top5_acc: 0.6371, loss_cls: 2.7724, loss: 2.7724, grad_norm: 2.1253 2021-01-24 08:40:57,914 - mmaction - INFO - Epoch [131][1120/2147] lr: 9.755e-02, eta: 5 days, 4:49:29, time: 1.481, data_time: 0.013, memory: 16628, top1_acc: 0.3888, top5_acc: 0.6402, loss_cls: 2.7112, loss: 2.7112, grad_norm: 2.1831 2021-01-24 08:41:28,989 - mmaction - INFO - Epoch [131][1140/2147] lr: 9.755e-02, eta: 5 days, 4:48:54, time: 1.558, data_time: 0.007, memory: 16628, top1_acc: 0.3920, top5_acc: 0.6429, loss_cls: 2.7064, loss: 2.7064, grad_norm: 2.1801 2021-01-24 08:41:57,824 - mmaction - INFO - Epoch [131][1160/2147] lr: 9.755e-02, eta: 5 days, 4:48:16, time: 1.442, data_time: 0.006, memory: 16628, top1_acc: 0.3705, top5_acc: 0.6152, loss_cls: 2.8735, loss: 2.8735, grad_norm: 2.1620 2021-01-24 08:42:27,563 - mmaction - INFO - Epoch [131][1180/2147] lr: 9.755e-02, eta: 5 days, 4:47:39, time: 1.486, data_time: 0.004, memory: 16628, top1_acc: 0.3915, top5_acc: 0.6478, loss_cls: 2.7352, loss: 2.7352, grad_norm: 2.1325 2021-01-24 08:42:58,322 - mmaction - INFO - Epoch [131][1200/2147] lr: 9.755e-02, eta: 5 days, 4:47:03, time: 1.520, data_time: 0.007, memory: 16628, top1_acc: 0.3853, top5_acc: 0.6402, loss_cls: 2.7431, loss: 2.7431, grad_norm: 2.0974 2021-01-24 08:43:29,632 - mmaction - INFO - Epoch [131][1220/2147] lr: 9.755e-02, eta: 5 days, 4:46:28, time: 1.573, data_time: 0.025, memory: 16628, top1_acc: 0.4062, top5_acc: 0.6687, loss_cls: 2.6223, loss: 2.6223, grad_norm: 2.1260 2021-01-24 08:44:03,584 - mmaction - INFO - Epoch [131][1240/2147] lr: 9.755e-02, eta: 5 days, 4:45:55, time: 1.706, data_time: 0.015, memory: 16628, top1_acc: 0.4018, top5_acc: 0.6478, loss_cls: 2.7274, loss: 2.7274, grad_norm: 2.1642 2021-01-24 08:44:34,330 - mmaction - INFO - Epoch [131][1260/2147] lr: 9.755e-02, eta: 5 days, 4:45:19, time: 1.530, data_time: 0.005, memory: 16628, top1_acc: 0.3888, top5_acc: 0.6326, loss_cls: 2.7832, loss: 2.7832, grad_norm: 2.1862 2021-01-24 08:45:06,312 - mmaction - INFO - Epoch [131][1280/2147] lr: 9.755e-02, eta: 5 days, 4:44:45, time: 1.606, data_time: 0.013, memory: 16628, top1_acc: 0.3844, top5_acc: 0.6371, loss_cls: 2.8198, loss: 2.8198, grad_norm: 2.1968 2021-01-24 08:45:36,310 - mmaction - INFO - Epoch [131][1300/2147] lr: 9.755e-02, eta: 5 days, 4:44:08, time: 1.495, data_time: 0.005, memory: 16628, top1_acc: 0.3879, top5_acc: 0.6339, loss_cls: 2.7930, loss: 2.7930, grad_norm: 2.1543 2021-01-24 08:46:05,440 - mmaction - INFO - Epoch [131][1320/2147] lr: 9.755e-02, eta: 5 days, 4:43:31, time: 1.462, data_time: 0.009, memory: 16628, top1_acc: 0.3817, top5_acc: 0.6375, loss_cls: 2.7552, loss: 2.7552, grad_norm: 2.1464 2021-01-24 08:46:35,593 - mmaction - INFO - Epoch [131][1340/2147] lr: 9.755e-02, eta: 5 days, 4:42:54, time: 1.506, data_time: 0.004, memory: 16628, top1_acc: 0.3888, top5_acc: 0.6487, loss_cls: 2.7204, loss: 2.7204, grad_norm: 2.1282 2021-01-24 08:47:07,704 - mmaction - INFO - Epoch [131][1360/2147] lr: 9.755e-02, eta: 5 days, 4:42:19, time: 1.597, data_time: 0.009, memory: 16628, top1_acc: 0.3902, top5_acc: 0.6460, loss_cls: 2.7021, loss: 2.7021, grad_norm: 2.1489 2021-01-24 08:47:41,253 - mmaction - INFO - Epoch [131][1380/2147] lr: 9.755e-02, eta: 5 days, 4:41:46, time: 1.668, data_time: 0.016, memory: 16628, top1_acc: 0.3911, top5_acc: 0.6464, loss_cls: 2.6904, loss: 2.6904, grad_norm: 2.1292 2021-01-24 08:48:16,825 - mmaction - INFO - Epoch [131][1400/2147] lr: 9.755e-02, eta: 5 days, 4:41:15, time: 1.797, data_time: 0.031, memory: 16628, top1_acc: 0.3879, top5_acc: 0.6518, loss_cls: 2.7331, loss: 2.7331, grad_norm: 2.1789 2021-01-24 08:48:48,263 - mmaction - INFO - Epoch [131][1420/2147] lr: 9.755e-02, eta: 5 days, 4:40:40, time: 1.565, data_time: 0.005, memory: 16628, top1_acc: 0.3857, top5_acc: 0.6437, loss_cls: 2.7559, loss: 2.7559, grad_norm: 2.1541 2021-01-24 08:49:18,784 - mmaction - INFO - Epoch [131][1440/2147] lr: 9.755e-02, eta: 5 days, 4:40:04, time: 1.530, data_time: 0.012, memory: 16628, top1_acc: 0.3781, top5_acc: 0.6335, loss_cls: 2.8280, loss: 2.8280, grad_norm: 2.1688 2021-01-24 08:49:50,059 - mmaction - INFO - Epoch [131][1460/2147] lr: 9.755e-02, eta: 5 days, 4:39:29, time: 1.566, data_time: 0.008, memory: 16628, top1_acc: 0.3763, top5_acc: 0.6272, loss_cls: 2.8058, loss: 2.8058, grad_norm: 2.1307 2021-01-24 08:50:19,020 - mmaction - INFO - Epoch [131][1480/2147] lr: 9.755e-02, eta: 5 days, 4:38:51, time: 1.447, data_time: 0.012, memory: 16628, top1_acc: 0.3969, top5_acc: 0.6357, loss_cls: 2.7530, loss: 2.7530, grad_norm: 2.1115 2021-01-24 08:50:51,010 - mmaction - INFO - Epoch [131][1500/2147] lr: 9.755e-02, eta: 5 days, 4:38:16, time: 1.603, data_time: 0.006, memory: 16628, top1_acc: 0.3969, top5_acc: 0.6567, loss_cls: 2.6996, loss: 2.6996, grad_norm: 2.1823 2021-01-24 08:51:19,761 - mmaction - INFO - Epoch [131][1520/2147] lr: 9.755e-02, eta: 5 days, 4:37:38, time: 1.434, data_time: 0.008, memory: 16628, top1_acc: 0.3768, top5_acc: 0.6210, loss_cls: 2.8319, loss: 2.8319, grad_norm: 2.2186 2021-01-24 08:51:53,708 - mmaction - INFO - Epoch [131][1540/2147] lr: 9.755e-02, eta: 5 days, 4:37:06, time: 1.696, data_time: 0.015, memory: 16628, top1_acc: 0.3982, top5_acc: 0.6397, loss_cls: 2.7221, loss: 2.7221, grad_norm: 2.1702 2021-01-24 08:52:22,813 - mmaction - INFO - Epoch [131][1560/2147] lr: 9.755e-02, eta: 5 days, 4:36:28, time: 1.460, data_time: 0.007, memory: 16628, top1_acc: 0.4152, top5_acc: 0.6661, loss_cls: 2.6325, loss: 2.6325, grad_norm: 2.1231 2021-01-24 08:52:54,955 - mmaction - INFO - Epoch [131][1580/2147] lr: 9.755e-02, eta: 5 days, 4:35:54, time: 1.597, data_time: 0.004, memory: 16628, top1_acc: 0.3929, top5_acc: 0.6554, loss_cls: 2.7352, loss: 2.7352, grad_norm: 2.2074 2021-01-24 08:53:26,217 - mmaction - INFO - Epoch [131][1600/2147] lr: 9.755e-02, eta: 5 days, 4:35:18, time: 1.574, data_time: 0.023, memory: 16628, top1_acc: 0.3933, top5_acc: 0.6344, loss_cls: 2.7906, loss: 2.7906, grad_norm: 2.1364 2021-01-24 08:53:57,603 - mmaction - INFO - Epoch [131][1620/2147] lr: 9.755e-02, eta: 5 days, 4:34:43, time: 1.568, data_time: 0.002, memory: 16628, top1_acc: 0.3888, top5_acc: 0.6299, loss_cls: 2.7890, loss: 2.7890, grad_norm: 2.1327 2021-01-24 08:54:26,615 - mmaction - INFO - Epoch [131][1640/2147] lr: 9.755e-02, eta: 5 days, 4:34:06, time: 1.452, data_time: 0.008, memory: 16628, top1_acc: 0.4085, top5_acc: 0.6478, loss_cls: 2.7004, loss: 2.7004, grad_norm: 2.1168 2021-01-24 08:54:56,294 - mmaction - INFO - Epoch [131][1660/2147] lr: 9.755e-02, eta: 5 days, 4:33:29, time: 1.477, data_time: 0.005, memory: 16628, top1_acc: 0.3853, top5_acc: 0.6371, loss_cls: 2.8057, loss: 2.8057, grad_norm: 2.1780 2021-01-24 08:55:28,506 - mmaction - INFO - Epoch [131][1680/2147] lr: 9.755e-02, eta: 5 days, 4:32:54, time: 1.615, data_time: 0.012, memory: 16628, top1_acc: 0.3879, top5_acc: 0.6348, loss_cls: 2.7376, loss: 2.7376, grad_norm: 2.1408 2021-01-24 08:55:59,246 - mmaction - INFO - Epoch [131][1700/2147] lr: 9.755e-02, eta: 5 days, 4:32:18, time: 1.539, data_time: 0.009, memory: 16628, top1_acc: 0.3978, top5_acc: 0.6406, loss_cls: 2.7166, loss: 2.7166, grad_norm: 2.0927 2021-01-24 08:56:33,252 - mmaction - INFO - Epoch [131][1720/2147] lr: 9.755e-02, eta: 5 days, 4:31:45, time: 1.644, data_time: 0.003, memory: 16628, top1_acc: 0.3996, top5_acc: 0.6522, loss_cls: 2.6786, loss: 2.6786, grad_norm: 2.1600 2021-01-24 08:57:06,545 - mmaction - INFO - Epoch [131][1740/2147] lr: 9.755e-02, eta: 5 days, 4:31:12, time: 1.722, data_time: 0.060, memory: 16628, top1_acc: 0.3987, top5_acc: 0.6473, loss_cls: 2.7402, loss: 2.7402, grad_norm: 2.1370 2021-01-24 08:57:36,601 - mmaction - INFO - Epoch [131][1760/2147] lr: 9.755e-02, eta: 5 days, 4:30:36, time: 1.496, data_time: 0.002, memory: 16628, top1_acc: 0.3826, top5_acc: 0.6455, loss_cls: 2.7669, loss: 2.7669, grad_norm: 2.1382 2021-01-24 08:58:08,222 - mmaction - INFO - Epoch [131][1780/2147] lr: 9.755e-02, eta: 5 days, 4:30:01, time: 1.588, data_time: 0.010, memory: 16628, top1_acc: 0.3924, top5_acc: 0.6446, loss_cls: 2.7536, loss: 2.7536, grad_norm: 2.1452 2021-01-24 08:58:41,710 - mmaction - INFO - Epoch [131][1800/2147] lr: 9.755e-02, eta: 5 days, 4:29:28, time: 1.674, data_time: 0.002, memory: 16628, top1_acc: 0.3821, top5_acc: 0.6433, loss_cls: 2.7543, loss: 2.7543, grad_norm: 2.1642 2021-01-24 08:59:12,875 - mmaction - INFO - Epoch [131][1820/2147] lr: 9.755e-02, eta: 5 days, 4:28:52, time: 1.552, data_time: 0.003, memory: 16628, top1_acc: 0.3987, top5_acc: 0.6616, loss_cls: 2.6702, loss: 2.6702, grad_norm: 2.1333 2021-01-24 08:59:43,770 - mmaction - INFO - Epoch [131][1840/2147] lr: 9.755e-02, eta: 5 days, 4:28:16, time: 1.548, data_time: 0.011, memory: 16628, top1_acc: 0.3875, top5_acc: 0.6406, loss_cls: 2.7479, loss: 2.7479, grad_norm: 2.1440 2021-01-24 09:00:12,901 - mmaction - INFO - Epoch [131][1860/2147] lr: 9.755e-02, eta: 5 days, 4:27:39, time: 1.457, data_time: 0.005, memory: 16628, top1_acc: 0.3875, top5_acc: 0.6522, loss_cls: 2.7105, loss: 2.7105, grad_norm: 2.1314 2021-01-24 09:00:42,640 - mmaction - INFO - Epoch [131][1880/2147] lr: 9.755e-02, eta: 5 days, 4:27:02, time: 1.487, data_time: 0.006, memory: 16628, top1_acc: 0.3951, top5_acc: 0.6491, loss_cls: 2.7517, loss: 2.7517, grad_norm: 2.1372 2021-01-24 09:01:16,178 - mmaction - INFO - Epoch [131][1900/2147] lr: 9.755e-02, eta: 5 days, 4:26:29, time: 1.671, data_time: 0.004, memory: 16628, top1_acc: 0.3875, top5_acc: 0.6344, loss_cls: 2.7751, loss: 2.7751, grad_norm: 2.1412 2021-01-24 09:01:50,242 - mmaction - INFO - Epoch [131][1920/2147] lr: 9.755e-02, eta: 5 days, 4:25:56, time: 1.710, data_time: 0.013, memory: 16628, top1_acc: 0.3879, top5_acc: 0.6388, loss_cls: 2.7718, loss: 2.7718, grad_norm: 2.1529 2021-01-24 09:02:19,820 - mmaction - INFO - Epoch [131][1940/2147] lr: 9.755e-02, eta: 5 days, 4:25:19, time: 1.477, data_time: 0.009, memory: 16628, top1_acc: 0.3821, top5_acc: 0.6344, loss_cls: 2.7625, loss: 2.7625, grad_norm: 2.1410 2021-01-24 09:02:48,891 - mmaction - INFO - Epoch [131][1960/2147] lr: 9.755e-02, eta: 5 days, 4:24:42, time: 1.456, data_time: 0.005, memory: 16628, top1_acc: 0.3786, top5_acc: 0.6196, loss_cls: 2.8094, loss: 2.8094, grad_norm: 2.0878 2021-01-24 09:03:18,778 - mmaction - INFO - Epoch [131][1980/2147] lr: 9.755e-02, eta: 5 days, 4:24:05, time: 1.494, data_time: 0.002, memory: 16628, top1_acc: 0.3804, top5_acc: 0.6487, loss_cls: 2.7495, loss: 2.7495, grad_norm: 2.1211 2021-01-24 09:03:51,384 - mmaction - INFO - Epoch [131][2000/2147] lr: 9.755e-02, eta: 5 days, 4:23:31, time: 1.624, data_time: 0.006, memory: 16628, top1_acc: 0.4000, top5_acc: 0.6509, loss_cls: 2.6834, loss: 2.6834, grad_norm: 2.1463 2021-01-24 09:04:24,609 - mmaction - INFO - Epoch [131][2020/2147] lr: 9.755e-02, eta: 5 days, 4:22:58, time: 1.665, data_time: 0.013, memory: 16628, top1_acc: 0.3786, top5_acc: 0.6295, loss_cls: 2.7954, loss: 2.7954, grad_norm: 2.1848 2021-01-24 09:04:55,113 - mmaction - INFO - Epoch [131][2040/2147] lr: 9.755e-02, eta: 5 days, 4:22:22, time: 1.528, data_time: 0.008, memory: 16628, top1_acc: 0.3866, top5_acc: 0.6469, loss_cls: 2.7039, loss: 2.7039, grad_norm: 2.1119 2021-01-24 09:05:23,906 - mmaction - INFO - Epoch [131][2060/2147] lr: 9.755e-02, eta: 5 days, 4:21:44, time: 1.438, data_time: 0.004, memory: 16628, top1_acc: 0.3714, top5_acc: 0.6304, loss_cls: 2.8017, loss: 2.8017, grad_norm: 2.1473 2021-01-24 09:05:56,727 - mmaction - INFO - Epoch [131][2080/2147] lr: 9.755e-02, eta: 5 days, 4:21:10, time: 1.643, data_time: 0.029, memory: 16628, top1_acc: 0.4049, top5_acc: 0.6482, loss_cls: 2.6773, loss: 2.6773, grad_norm: 2.1051 2021-01-24 09:06:28,180 - mmaction - INFO - Epoch [131][2100/2147] lr: 9.755e-02, eta: 5 days, 4:20:35, time: 1.561, data_time: 0.002, memory: 16628, top1_acc: 0.3826, top5_acc: 0.6500, loss_cls: 2.7385, loss: 2.7385, grad_norm: 2.1371 2021-01-24 09:06:57,657 - mmaction - INFO - Epoch [131][2120/2147] lr: 9.755e-02, eta: 5 days, 4:19:58, time: 1.484, data_time: 0.014, memory: 16628, top1_acc: 0.3844, top5_acc: 0.6402, loss_cls: 2.7945, loss: 2.7945, grad_norm: 2.1810 2021-01-24 09:07:26,948 - mmaction - INFO - Epoch [131][2140/2147] lr: 9.755e-02, eta: 5 days, 4:19:21, time: 1.466, data_time: 0.003, memory: 16628, top1_acc: 0.3768, top5_acc: 0.6634, loss_cls: 2.7179, loss: 2.7179, grad_norm: 2.1455 2021-01-24 09:12:37,175 - mmaction - INFO - Epoch [132][20/2147] lr: 9.632e-02, eta: 5 days, 4:22:18, time: 13.931, data_time: 11.819, memory: 16628, top1_acc: 0.3844, top5_acc: 0.6509, loss_cls: 2.7114, loss: 2.7114, grad_norm: 2.1376 2021-01-24 09:13:08,666 - mmaction - INFO - Epoch [132][40/2147] lr: 9.632e-02, eta: 5 days, 4:21:43, time: 1.575, data_time: 0.012, memory: 16628, top1_acc: 0.3933, top5_acc: 0.6464, loss_cls: 2.7288, loss: 2.7288, grad_norm: 2.1867 2021-01-24 09:13:38,422 - mmaction - INFO - Epoch [132][60/2147] lr: 9.632e-02, eta: 5 days, 4:21:07, time: 1.494, data_time: 0.009, memory: 16628, top1_acc: 0.3951, top5_acc: 0.6286, loss_cls: 2.7061, loss: 2.7061, grad_norm: 2.1251 2021-01-24 09:14:07,350 - mmaction - INFO - Epoch [132][80/2147] lr: 9.632e-02, eta: 5 days, 4:20:29, time: 1.446, data_time: 0.002, memory: 16628, top1_acc: 0.3812, top5_acc: 0.6522, loss_cls: 2.7179, loss: 2.7179, grad_norm: 2.1642 2021-01-24 09:14:38,149 - mmaction - INFO - Epoch [132][100/2147] lr: 9.632e-02, eta: 5 days, 4:19:53, time: 1.541, data_time: 0.007, memory: 16628, top1_acc: 0.3982, top5_acc: 0.6527, loss_cls: 2.6935, loss: 2.6935, grad_norm: 2.1828 2021-01-24 09:15:10,839 - mmaction - INFO - Epoch [132][120/2147] lr: 9.632e-02, eta: 5 days, 4:19:19, time: 1.634, data_time: 0.001, memory: 16628, top1_acc: 0.4094, top5_acc: 0.6638, loss_cls: 2.6441, loss: 2.6441, grad_norm: 2.1329 2021-01-24 09:15:39,781 - mmaction - INFO - Epoch [132][140/2147] lr: 9.632e-02, eta: 5 days, 4:18:42, time: 1.446, data_time: 0.003, memory: 16628, top1_acc: 0.3888, top5_acc: 0.6429, loss_cls: 2.7764, loss: 2.7764, grad_norm: 2.2149 2021-01-24 09:16:08,712 - mmaction - INFO - Epoch [132][160/2147] lr: 9.632e-02, eta: 5 days, 4:18:04, time: 1.445, data_time: 0.003, memory: 16628, top1_acc: 0.3772, top5_acc: 0.6353, loss_cls: 2.7742, loss: 2.7742, grad_norm: 2.1900 2021-01-24 09:16:41,644 - mmaction - INFO - Epoch [132][180/2147] lr: 9.632e-02, eta: 5 days, 4:17:27, time: 1.495, data_time: 0.006, memory: 16628, top1_acc: 0.4094, top5_acc: 0.6567, loss_cls: 2.6550, loss: 2.6550, grad_norm: 2.1485 2021-01-24 09:17:16,243 - mmaction - INFO - Epoch [132][200/2147] lr: 9.632e-02, eta: 5 days, 4:16:58, time: 1.883, data_time: 0.164, memory: 16628, top1_acc: 0.4004, top5_acc: 0.6500, loss_cls: 2.6881, loss: 2.6881, grad_norm: 2.1752 2021-01-24 09:17:45,118 - mmaction - INFO - Epoch [132][220/2147] lr: 9.632e-02, eta: 5 days, 4:16:20, time: 1.445, data_time: 0.007, memory: 16628, top1_acc: 0.4205, top5_acc: 0.6670, loss_cls: 2.6190, loss: 2.6190, grad_norm: 2.1998 2021-01-24 09:18:17,748 - mmaction - INFO - Epoch [132][240/2147] lr: 9.632e-02, eta: 5 days, 4:15:46, time: 1.631, data_time: 0.003, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6326, loss_cls: 2.8020, loss: 2.8020, grad_norm: 2.2070 2021-01-24 09:18:46,629 - mmaction - INFO - Epoch [132][260/2147] lr: 9.632e-02, eta: 5 days, 4:15:09, time: 1.443, data_time: 0.006, memory: 16628, top1_acc: 0.3915, top5_acc: 0.6263, loss_cls: 2.7702, loss: 2.7702, grad_norm: 2.1161 2021-01-24 09:19:15,182 - mmaction - INFO - Epoch [132][280/2147] lr: 9.632e-02, eta: 5 days, 4:14:31, time: 1.426, data_time: 0.005, memory: 16628, top1_acc: 0.4027, top5_acc: 0.6429, loss_cls: 2.6748, loss: 2.6748, grad_norm: 2.1108 2021-01-24 09:19:47,877 - mmaction - INFO - Epoch [132][300/2147] lr: 9.632e-02, eta: 5 days, 4:13:57, time: 1.637, data_time: 0.005, memory: 16628, top1_acc: 0.3897, top5_acc: 0.6482, loss_cls: 2.7134, loss: 2.7134, grad_norm: 2.1262 2021-01-24 09:20:18,566 - mmaction - INFO - Epoch [132][320/2147] lr: 9.632e-02, eta: 5 days, 4:13:21, time: 1.534, data_time: 0.002, memory: 16628, top1_acc: 0.4040, top5_acc: 0.6576, loss_cls: 2.6964, loss: 2.6964, grad_norm: 2.1793 2021-01-24 09:20:48,993 - mmaction - INFO - Epoch [132][340/2147] lr: 9.632e-02, eta: 5 days, 4:12:45, time: 1.521, data_time: 0.004, memory: 16628, top1_acc: 0.3821, top5_acc: 0.6371, loss_cls: 2.7846, loss: 2.7846, grad_norm: 2.2272 2021-01-24 09:21:18,516 - mmaction - INFO - Epoch [132][360/2147] lr: 9.632e-02, eta: 5 days, 4:12:08, time: 1.474, data_time: 0.002, memory: 16628, top1_acc: 0.3826, top5_acc: 0.6299, loss_cls: 2.8124, loss: 2.8124, grad_norm: 2.2398 2021-01-24 09:21:47,580 - mmaction - INFO - Epoch [132][380/2147] lr: 9.632e-02, eta: 5 days, 4:11:30, time: 1.455, data_time: 0.012, memory: 16628, top1_acc: 0.3964, top5_acc: 0.6446, loss_cls: 2.7075, loss: 2.7075, grad_norm: 2.1365 2021-01-24 09:22:16,599 - mmaction - INFO - Epoch [132][400/2147] lr: 9.632e-02, eta: 5 days, 4:10:53, time: 1.450, data_time: 0.005, memory: 16628, top1_acc: 0.3786, top5_acc: 0.6362, loss_cls: 2.7945, loss: 2.7945, grad_norm: 2.2507 2021-01-24 09:22:45,244 - mmaction - INFO - Epoch [132][420/2147] lr: 9.632e-02, eta: 5 days, 4:10:15, time: 1.432, data_time: 0.004, memory: 16628, top1_acc: 0.3973, top5_acc: 0.6522, loss_cls: 2.6791, loss: 2.6791, grad_norm: 2.1966 2021-01-24 09:23:15,418 - mmaction - INFO - Epoch [132][440/2147] lr: 9.632e-02, eta: 5 days, 4:09:38, time: 1.510, data_time: 0.003, memory: 16628, top1_acc: 0.3862, top5_acc: 0.6504, loss_cls: 2.7351, loss: 2.7351, grad_norm: 2.2120 2021-01-24 09:23:46,863 - mmaction - INFO - Epoch [132][460/2147] lr: 9.632e-02, eta: 5 days, 4:09:03, time: 1.571, data_time: 0.002, memory: 16628, top1_acc: 0.3879, top5_acc: 0.6424, loss_cls: 2.7183, loss: 2.7183, grad_norm: 2.1984 2021-01-24 09:24:18,109 - mmaction - INFO - Epoch [132][480/2147] lr: 9.632e-02, eta: 5 days, 4:08:28, time: 1.558, data_time: 0.004, memory: 16628, top1_acc: 0.3933, top5_acc: 0.6362, loss_cls: 2.7523, loss: 2.7523, grad_norm: 2.1241 2021-01-24 09:24:50,029 - mmaction - INFO - Epoch [132][500/2147] lr: 9.632e-02, eta: 5 days, 4:07:53, time: 1.598, data_time: 0.010, memory: 16628, top1_acc: 0.3937, top5_acc: 0.6540, loss_cls: 2.6984, loss: 2.6984, grad_norm: 2.1534 2021-01-24 09:25:20,687 - mmaction - INFO - Epoch [132][520/2147] lr: 9.632e-02, eta: 5 days, 4:07:17, time: 1.533, data_time: 0.004, memory: 16628, top1_acc: 0.3951, top5_acc: 0.6451, loss_cls: 2.7277, loss: 2.7277, grad_norm: 2.1569 2021-01-24 09:25:49,762 - mmaction - INFO - Epoch [132][540/2147] lr: 9.632e-02, eta: 5 days, 4:06:40, time: 1.456, data_time: 0.005, memory: 16628, top1_acc: 0.3687, top5_acc: 0.6348, loss_cls: 2.7718, loss: 2.7718, grad_norm: 2.1189 2021-01-24 09:26:20,289 - mmaction - INFO - Epoch [132][560/2147] lr: 9.632e-02, eta: 5 days, 4:06:04, time: 1.527, data_time: 0.007, memory: 16628, top1_acc: 0.3879, top5_acc: 0.6420, loss_cls: 2.7493, loss: 2.7493, grad_norm: 2.1178 2021-01-24 09:26:52,880 - mmaction - INFO - Epoch [132][580/2147] lr: 9.632e-02, eta: 5 days, 4:05:30, time: 1.628, data_time: 0.003, memory: 16628, top1_acc: 0.3902, top5_acc: 0.6330, loss_cls: 2.7732, loss: 2.7732, grad_norm: 2.0970 2021-01-24 09:27:21,877 - mmaction - INFO - Epoch [132][600/2147] lr: 9.632e-02, eta: 5 days, 4:04:52, time: 1.448, data_time: 0.003, memory: 16628, top1_acc: 0.3781, top5_acc: 0.6487, loss_cls: 2.7286, loss: 2.7286, grad_norm: 2.1608 2021-01-24 09:27:51,502 - mmaction - INFO - Epoch [132][620/2147] lr: 9.632e-02, eta: 5 days, 4:04:15, time: 1.484, data_time: 0.005, memory: 16628, top1_acc: 0.3844, top5_acc: 0.6451, loss_cls: 2.7376, loss: 2.7376, grad_norm: 2.1785 2021-01-24 09:28:22,191 - mmaction - INFO - Epoch [132][640/2147] lr: 9.632e-02, eta: 5 days, 4:03:39, time: 1.534, data_time: 0.053, memory: 16628, top1_acc: 0.4161, top5_acc: 0.6687, loss_cls: 2.6370, loss: 2.6370, grad_norm: 2.1512 2021-01-24 09:28:50,922 - mmaction - INFO - Epoch [132][660/2147] lr: 9.632e-02, eta: 5 days, 4:03:01, time: 1.437, data_time: 0.008, memory: 16628, top1_acc: 0.3915, top5_acc: 0.6402, loss_cls: 2.7747, loss: 2.7747, grad_norm: 2.1449 2021-01-24 09:29:19,434 - mmaction - INFO - Epoch [132][680/2147] lr: 9.632e-02, eta: 5 days, 4:02:23, time: 1.425, data_time: 0.003, memory: 16628, top1_acc: 0.3808, top5_acc: 0.6286, loss_cls: 2.8195, loss: 2.8195, grad_norm: 2.1399 2021-01-24 09:29:50,241 - mmaction - INFO - Epoch [132][700/2147] lr: 9.632e-02, eta: 5 days, 4:01:48, time: 1.540, data_time: 0.002, memory: 16628, top1_acc: 0.3960, top5_acc: 0.6442, loss_cls: 2.7354, loss: 2.7354, grad_norm: 2.1275 2021-01-24 09:30:18,881 - mmaction - INFO - Epoch [132][720/2147] lr: 9.632e-02, eta: 5 days, 4:01:10, time: 1.432, data_time: 0.002, memory: 16628, top1_acc: 0.3754, top5_acc: 0.6353, loss_cls: 2.7527, loss: 2.7527, grad_norm: 2.1561 2021-01-24 09:30:49,175 - mmaction - INFO - Epoch [132][740/2147] lr: 9.632e-02, eta: 5 days, 4:00:33, time: 1.507, data_time: 0.005, memory: 16628, top1_acc: 0.4004, top5_acc: 0.6460, loss_cls: 2.7013, loss: 2.7013, grad_norm: 2.1796 2021-01-24 09:31:21,110 - mmaction - INFO - Epoch [132][760/2147] lr: 9.632e-02, eta: 5 days, 3:59:59, time: 1.597, data_time: 0.013, memory: 16628, top1_acc: 0.4022, top5_acc: 0.6621, loss_cls: 2.6570, loss: 2.6570, grad_norm: 2.1646 2021-01-24 09:31:52,173 - mmaction - INFO - Epoch [132][780/2147] lr: 9.632e-02, eta: 5 days, 3:59:23, time: 1.554, data_time: 0.011, memory: 16628, top1_acc: 0.3955, top5_acc: 0.6420, loss_cls: 2.7476, loss: 2.7476, grad_norm: 2.2120 2021-01-24 09:32:22,272 - mmaction - INFO - Epoch [132][800/2147] lr: 9.632e-02, eta: 5 days, 3:58:47, time: 1.508, data_time: 0.009, memory: 16628, top1_acc: 0.3683, top5_acc: 0.6174, loss_cls: 2.8421, loss: 2.8421, grad_norm: 2.1993 2021-01-24 09:32:51,485 - mmaction - INFO - Epoch [132][820/2147] lr: 9.632e-02, eta: 5 days, 3:58:10, time: 1.466, data_time: 0.013, memory: 16628, top1_acc: 0.4031, top5_acc: 0.6567, loss_cls: 2.7310, loss: 2.7310, grad_norm: 2.1610 2021-01-24 09:33:22,036 - mmaction - INFO - Epoch [132][840/2147] lr: 9.632e-02, eta: 5 days, 3:57:33, time: 1.525, data_time: 0.002, memory: 16628, top1_acc: 0.3929, top5_acc: 0.6411, loss_cls: 2.7187, loss: 2.7187, grad_norm: 2.1253 2021-01-24 09:33:50,538 - mmaction - INFO - Epoch [132][860/2147] lr: 9.632e-02, eta: 5 days, 3:56:56, time: 1.428, data_time: 0.007, memory: 16628, top1_acc: 0.3799, top5_acc: 0.6299, loss_cls: 2.8114, loss: 2.8114, grad_norm: 2.2011 2021-01-24 09:34:21,467 - mmaction - INFO - Epoch [132][880/2147] lr: 9.632e-02, eta: 5 days, 3:56:20, time: 1.547, data_time: 0.002, memory: 16628, top1_acc: 0.3937, top5_acc: 0.6509, loss_cls: 2.6720, loss: 2.6720, grad_norm: 2.1190 2021-01-24 09:34:53,273 - mmaction - INFO - Epoch [132][900/2147] lr: 9.632e-02, eta: 5 days, 3:55:45, time: 1.585, data_time: 0.004, memory: 16628, top1_acc: 0.4107, top5_acc: 0.6536, loss_cls: 2.6774, loss: 2.6774, grad_norm: 2.1462 2021-01-24 09:35:26,754 - mmaction - INFO - Epoch [132][920/2147] lr: 9.632e-02, eta: 5 days, 3:55:12, time: 1.680, data_time: 0.011, memory: 16628, top1_acc: 0.4067, top5_acc: 0.6549, loss_cls: 2.6806, loss: 2.6806, grad_norm: 2.1332 2021-01-24 09:35:55,565 - mmaction - INFO - Epoch [132][940/2147] lr: 9.632e-02, eta: 5 days, 3:54:34, time: 1.439, data_time: 0.002, memory: 16628, top1_acc: 0.4040, top5_acc: 0.6455, loss_cls: 2.7152, loss: 2.7152, grad_norm: 2.1434 2021-01-24 09:36:24,413 - mmaction - INFO - Epoch [132][960/2147] lr: 9.632e-02, eta: 5 days, 3:53:57, time: 1.442, data_time: 0.004, memory: 16628, top1_acc: 0.4201, top5_acc: 0.6527, loss_cls: 2.6804, loss: 2.6804, grad_norm: 2.1121 2021-01-24 09:36:53,817 - mmaction - INFO - Epoch [132][980/2147] lr: 9.632e-02, eta: 5 days, 3:53:19, time: 1.471, data_time: 0.011, memory: 16628, top1_acc: 0.3857, top5_acc: 0.6317, loss_cls: 2.7652, loss: 2.7652, grad_norm: 2.1436 2021-01-24 09:37:24,862 - mmaction - INFO - Epoch [132][1000/2147] lr: 9.632e-02, eta: 5 days, 3:52:44, time: 1.551, data_time: 0.004, memory: 16628, top1_acc: 0.3830, top5_acc: 0.6357, loss_cls: 2.7090, loss: 2.7090, grad_norm: 2.1672 2021-01-24 09:37:55,672 - mmaction - INFO - Epoch [132][1020/2147] lr: 9.632e-02, eta: 5 days, 3:52:08, time: 1.542, data_time: 0.005, memory: 16628, top1_acc: 0.3821, top5_acc: 0.6362, loss_cls: 2.7622, loss: 2.7622, grad_norm: 2.1663 2021-01-24 09:38:29,335 - mmaction - INFO - Epoch [132][1040/2147] lr: 9.632e-02, eta: 5 days, 3:51:35, time: 1.683, data_time: 0.004, memory: 16628, top1_acc: 0.3853, top5_acc: 0.6411, loss_cls: 2.7321, loss: 2.7321, grad_norm: 2.1129 2021-01-24 09:38:58,185 - mmaction - INFO - Epoch [132][1060/2147] lr: 9.632e-02, eta: 5 days, 3:50:57, time: 1.443, data_time: 0.005, memory: 16628, top1_acc: 0.3893, top5_acc: 0.6388, loss_cls: 2.7414, loss: 2.7414, grad_norm: 2.1449 2021-01-24 09:39:27,893 - mmaction - INFO - Epoch [132][1080/2147] lr: 9.632e-02, eta: 5 days, 3:50:21, time: 1.486, data_time: 0.005, memory: 16628, top1_acc: 0.3862, top5_acc: 0.6366, loss_cls: 2.7306, loss: 2.7306, grad_norm: 2.1516 2021-01-24 09:40:01,150 - mmaction - INFO - Epoch [132][1100/2147] lr: 9.632e-02, eta: 5 days, 3:49:47, time: 1.661, data_time: 0.002, memory: 16628, top1_acc: 0.4085, top5_acc: 0.6558, loss_cls: 2.6804, loss: 2.6804, grad_norm: 2.1308 2021-01-24 09:40:30,085 - mmaction - INFO - Epoch [132][1120/2147] lr: 9.632e-02, eta: 5 days, 3:49:10, time: 1.449, data_time: 0.004, memory: 16628, top1_acc: 0.4268, top5_acc: 0.6772, loss_cls: 2.5897, loss: 2.5897, grad_norm: 2.1513 2021-01-24 09:40:59,487 - mmaction - INFO - Epoch [132][1140/2147] lr: 9.632e-02, eta: 5 days, 3:48:33, time: 1.470, data_time: 0.006, memory: 16628, top1_acc: 0.4080, top5_acc: 0.6522, loss_cls: 2.6998, loss: 2.6998, grad_norm: 2.1828 2021-01-24 09:41:28,383 - mmaction - INFO - Epoch [132][1160/2147] lr: 9.632e-02, eta: 5 days, 3:47:55, time: 1.445, data_time: 0.001, memory: 16628, top1_acc: 0.3754, top5_acc: 0.6446, loss_cls: 2.7645, loss: 2.7645, grad_norm: 2.1620 2021-01-24 09:41:58,832 - mmaction - INFO - Epoch [132][1180/2147] lr: 9.632e-02, eta: 5 days, 3:47:19, time: 1.522, data_time: 0.002, memory: 16628, top1_acc: 0.3991, top5_acc: 0.6531, loss_cls: 2.6913, loss: 2.6913, grad_norm: 2.1775 2021-01-24 09:42:27,550 - mmaction - INFO - Epoch [132][1200/2147] lr: 9.632e-02, eta: 5 days, 3:46:41, time: 1.436, data_time: 0.004, memory: 16628, top1_acc: 0.3808, top5_acc: 0.6312, loss_cls: 2.7729, loss: 2.7729, grad_norm: 2.1377 2021-01-24 09:43:03,733 - mmaction - INFO - Epoch [132][1220/2147] lr: 9.632e-02, eta: 5 days, 3:46:10, time: 1.799, data_time: 0.004, memory: 16628, top1_acc: 0.4129, top5_acc: 0.6549, loss_cls: 2.6502, loss: 2.6502, grad_norm: 2.1330 2021-01-24 09:43:38,463 - mmaction - INFO - Epoch [132][1240/2147] lr: 9.632e-02, eta: 5 days, 3:45:38, time: 1.740, data_time: 0.014, memory: 16628, top1_acc: 0.3991, top5_acc: 0.6509, loss_cls: 2.6937, loss: 2.6937, grad_norm: 2.1701 2021-01-24 09:44:08,406 - mmaction - INFO - Epoch [132][1260/2147] lr: 9.632e-02, eta: 5 days, 3:45:02, time: 1.504, data_time: 0.010, memory: 16628, top1_acc: 0.3893, top5_acc: 0.6549, loss_cls: 2.7333, loss: 2.7333, grad_norm: 2.1781 2021-01-24 09:44:40,367 - mmaction - INFO - Epoch [132][1280/2147] lr: 9.632e-02, eta: 5 days, 3:44:27, time: 1.596, data_time: 0.001, memory: 16628, top1_acc: 0.3937, top5_acc: 0.6473, loss_cls: 2.7376, loss: 2.7376, grad_norm: 2.1339 2021-01-24 09:45:11,413 - mmaction - INFO - Epoch [132][1300/2147] lr: 9.632e-02, eta: 5 days, 3:43:51, time: 1.549, data_time: 0.005, memory: 16628, top1_acc: 0.3871, top5_acc: 0.6504, loss_cls: 2.7502, loss: 2.7502, grad_norm: 2.1439 2021-01-24 09:45:40,421 - mmaction - INFO - Epoch [132][1320/2147] lr: 9.632e-02, eta: 5 days, 3:43:14, time: 1.455, data_time: 0.007, memory: 16628, top1_acc: 0.3933, top5_acc: 0.6330, loss_cls: 2.7584, loss: 2.7584, grad_norm: 2.1264 2021-01-24 09:46:10,885 - mmaction - INFO - Epoch [132][1340/2147] lr: 9.632e-02, eta: 5 days, 3:42:38, time: 1.523, data_time: 0.002, memory: 16628, top1_acc: 0.3866, top5_acc: 0.6317, loss_cls: 2.7702, loss: 2.7702, grad_norm: 2.1619 2021-01-24 09:46:43,614 - mmaction - INFO - Epoch [132][1360/2147] lr: 9.632e-02, eta: 5 days, 3:42:03, time: 1.595, data_time: 0.002, memory: 16628, top1_acc: 0.3781, top5_acc: 0.6272, loss_cls: 2.8385, loss: 2.8385, grad_norm: 2.1775 2021-01-24 09:47:14,159 - mmaction - INFO - Epoch [132][1380/2147] lr: 9.632e-02, eta: 5 days, 3:41:28, time: 1.569, data_time: 0.050, memory: 16628, top1_acc: 0.3799, top5_acc: 0.6388, loss_cls: 2.7668, loss: 2.7668, grad_norm: 2.1066 2021-01-24 09:47:43,073 - mmaction - INFO - Epoch [132][1400/2147] lr: 9.632e-02, eta: 5 days, 3:40:50, time: 1.443, data_time: 0.001, memory: 16628, top1_acc: 0.3728, top5_acc: 0.6362, loss_cls: 2.7998, loss: 2.7998, grad_norm: 2.1358 2021-01-24 09:48:12,624 - mmaction - INFO - Epoch [132][1420/2147] lr: 9.632e-02, eta: 5 days, 3:40:13, time: 1.477, data_time: 0.008, memory: 16628, top1_acc: 0.3978, top5_acc: 0.6366, loss_cls: 2.7963, loss: 2.7963, grad_norm: 2.1043 2021-01-24 09:48:42,568 - mmaction - INFO - Epoch [132][1440/2147] lr: 9.632e-02, eta: 5 days, 3:39:37, time: 1.497, data_time: 0.010, memory: 16628, top1_acc: 0.3942, top5_acc: 0.6344, loss_cls: 2.7600, loss: 2.7600, grad_norm: 2.0728 2021-01-24 09:49:12,544 - mmaction - INFO - Epoch [132][1460/2147] lr: 9.632e-02, eta: 5 days, 3:39:00, time: 1.502, data_time: 0.007, memory: 16628, top1_acc: 0.3804, top5_acc: 0.6437, loss_cls: 2.7160, loss: 2.7160, grad_norm: 2.1756 2021-01-24 09:49:45,638 - mmaction - INFO - Epoch [132][1480/2147] lr: 9.632e-02, eta: 5 days, 3:38:27, time: 1.654, data_time: 0.003, memory: 16628, top1_acc: 0.3790, top5_acc: 0.6308, loss_cls: 2.8200, loss: 2.8200, grad_norm: 2.1799 2021-01-24 09:50:16,205 - mmaction - INFO - Epoch [132][1500/2147] lr: 9.632e-02, eta: 5 days, 3:37:51, time: 1.528, data_time: 0.003, memory: 16628, top1_acc: 0.3893, top5_acc: 0.6478, loss_cls: 2.7243, loss: 2.7243, grad_norm: 2.2042 2021-01-24 09:50:45,335 - mmaction - INFO - Epoch [132][1520/2147] lr: 9.632e-02, eta: 5 days, 3:37:13, time: 1.455, data_time: 0.002, memory: 16628, top1_acc: 0.3732, top5_acc: 0.6259, loss_cls: 2.8439, loss: 2.8439, grad_norm: 2.1842 2021-01-24 09:51:16,506 - mmaction - INFO - Epoch [132][1540/2147] lr: 9.632e-02, eta: 5 days, 3:36:38, time: 1.556, data_time: 0.006, memory: 16628, top1_acc: 0.3978, top5_acc: 0.6491, loss_cls: 2.7276, loss: 2.7276, grad_norm: 2.1647 2021-01-24 09:51:54,102 - mmaction - INFO - Epoch [132][1560/2147] lr: 9.632e-02, eta: 5 days, 3:36:09, time: 1.884, data_time: 0.008, memory: 16628, top1_acc: 0.3848, top5_acc: 0.6571, loss_cls: 2.7119, loss: 2.7119, grad_norm: 2.1282 2021-01-24 09:52:23,027 - mmaction - INFO - Epoch [132][1580/2147] lr: 9.632e-02, eta: 5 days, 3:35:31, time: 1.442, data_time: 0.002, memory: 16628, top1_acc: 0.3929, top5_acc: 0.6433, loss_cls: 2.7437, loss: 2.7437, grad_norm: 2.1428 2021-01-24 09:52:53,869 - mmaction - INFO - Epoch [132][1600/2147] lr: 9.632e-02, eta: 5 days, 3:34:55, time: 1.536, data_time: 0.009, memory: 16628, top1_acc: 0.3929, top5_acc: 0.6388, loss_cls: 2.7617, loss: 2.7617, grad_norm: 2.0956 2021-01-24 09:53:23,275 - mmaction - INFO - Epoch [132][1620/2147] lr: 9.632e-02, eta: 5 days, 3:34:18, time: 1.480, data_time: 0.018, memory: 16628, top1_acc: 0.3830, top5_acc: 0.6562, loss_cls: 2.6744, loss: 2.6744, grad_norm: 2.1817 2021-01-24 09:53:54,405 - mmaction - INFO - Epoch [132][1640/2147] lr: 9.632e-02, eta: 5 days, 3:33:43, time: 1.556, data_time: 0.001, memory: 16628, top1_acc: 0.3951, top5_acc: 0.6487, loss_cls: 2.6893, loss: 2.6893, grad_norm: 2.1685 2021-01-24 09:54:23,074 - mmaction - INFO - Epoch [132][1660/2147] lr: 9.632e-02, eta: 5 days, 3:33:05, time: 1.433, data_time: 0.003, memory: 16628, top1_acc: 0.3821, top5_acc: 0.6518, loss_cls: 2.7507, loss: 2.7507, grad_norm: 2.1611 2021-01-24 09:54:55,469 - mmaction - INFO - Epoch [132][1680/2147] lr: 9.632e-02, eta: 5 days, 3:32:31, time: 1.620, data_time: 0.002, memory: 16628, top1_acc: 0.3830, top5_acc: 0.6321, loss_cls: 2.7419, loss: 2.7419, grad_norm: 2.1119 2021-01-24 09:55:29,194 - mmaction - INFO - Epoch [132][1700/2147] lr: 9.632e-02, eta: 5 days, 3:31:58, time: 1.682, data_time: 0.004, memory: 16628, top1_acc: 0.4009, top5_acc: 0.6393, loss_cls: 2.7225, loss: 2.7225, grad_norm: 2.1388 2021-01-24 09:55:58,375 - mmaction - INFO - Epoch [132][1720/2147] lr: 9.632e-02, eta: 5 days, 3:31:21, time: 1.459, data_time: 0.005, memory: 16628, top1_acc: 0.3830, top5_acc: 0.6353, loss_cls: 2.7937, loss: 2.7937, grad_norm: 2.1911 2021-01-24 09:56:30,616 - mmaction - INFO - Epoch [132][1740/2147] lr: 9.632e-02, eta: 5 days, 3:30:46, time: 1.612, data_time: 0.005, memory: 16628, top1_acc: 0.3915, top5_acc: 0.6473, loss_cls: 2.7260, loss: 2.7260, grad_norm: 2.1737 2021-01-24 09:57:02,622 - mmaction - INFO - Epoch [132][1760/2147] lr: 9.632e-02, eta: 5 days, 3:30:12, time: 1.604, data_time: 0.005, memory: 16628, top1_acc: 0.3942, top5_acc: 0.6357, loss_cls: 2.7567, loss: 2.7567, grad_norm: 2.1678 2021-01-24 09:57:33,264 - mmaction - INFO - Epoch [132][1780/2147] lr: 9.632e-02, eta: 5 days, 3:29:36, time: 1.532, data_time: 0.002, memory: 16628, top1_acc: 0.3929, top5_acc: 0.6540, loss_cls: 2.7143, loss: 2.7143, grad_norm: 2.1633 2021-01-24 09:58:01,632 - mmaction - INFO - Epoch [132][1800/2147] lr: 9.632e-02, eta: 5 days, 3:28:58, time: 1.413, data_time: 0.001, memory: 16628, top1_acc: 0.3991, top5_acc: 0.6478, loss_cls: 2.7004, loss: 2.7004, grad_norm: 2.1689 2021-01-24 09:58:31,599 - mmaction - INFO - Epoch [132][1820/2147] lr: 9.632e-02, eta: 5 days, 3:28:21, time: 1.501, data_time: 0.006, memory: 16628, top1_acc: 0.3719, top5_acc: 0.6232, loss_cls: 2.8410, loss: 2.8410, grad_norm: 2.1838 2021-01-24 09:59:00,816 - mmaction - INFO - Epoch [132][1840/2147] lr: 9.632e-02, eta: 5 days, 3:27:44, time: 1.463, data_time: 0.008, memory: 16628, top1_acc: 0.3955, top5_acc: 0.6433, loss_cls: 2.7551, loss: 2.7551, grad_norm: 2.1566 2021-01-24 09:59:32,379 - mmaction - INFO - Epoch [132][1860/2147] lr: 9.632e-02, eta: 5 days, 3:27:09, time: 1.571, data_time: 0.010, memory: 16628, top1_acc: 0.3808, top5_acc: 0.6388, loss_cls: 2.7804, loss: 2.7804, grad_norm: 2.1501 2021-01-24 10:00:01,055 - mmaction - INFO - Epoch [132][1880/2147] lr: 9.632e-02, eta: 5 days, 3:26:31, time: 1.442, data_time: 0.010, memory: 16628, top1_acc: 0.4018, top5_acc: 0.6500, loss_cls: 2.6765, loss: 2.6765, grad_norm: 2.1275 2021-01-24 10:00:32,885 - mmaction - INFO - Epoch [132][1900/2147] lr: 9.632e-02, eta: 5 days, 3:25:56, time: 1.581, data_time: 0.001, memory: 16628, top1_acc: 0.3888, top5_acc: 0.6473, loss_cls: 2.6826, loss: 2.6826, grad_norm: 2.1413 2021-01-24 10:01:02,092 - mmaction - INFO - Epoch [132][1920/2147] lr: 9.632e-02, eta: 5 days, 3:25:19, time: 1.468, data_time: 0.016, memory: 16628, top1_acc: 0.3906, top5_acc: 0.6379, loss_cls: 2.7047, loss: 2.7047, grad_norm: 2.1883 2021-01-24 10:01:34,512 - mmaction - INFO - Epoch [132][1940/2147] lr: 9.632e-02, eta: 5 days, 3:24:45, time: 1.614, data_time: 0.006, memory: 16628, top1_acc: 0.4000, top5_acc: 0.6509, loss_cls: 2.7098, loss: 2.7098, grad_norm: 2.1551 2021-01-24 10:02:05,123 - mmaction - INFO - Epoch [132][1960/2147] lr: 9.632e-02, eta: 5 days, 3:24:09, time: 1.538, data_time: 0.013, memory: 16628, top1_acc: 0.3897, top5_acc: 0.6442, loss_cls: 2.7247, loss: 2.7247, grad_norm: 2.1423 2021-01-24 10:02:34,142 - mmaction - INFO - Epoch [132][1980/2147] lr: 9.632e-02, eta: 5 days, 3:23:31, time: 1.451, data_time: 0.004, memory: 16628, top1_acc: 0.4062, top5_acc: 0.6424, loss_cls: 2.7014, loss: 2.7014, grad_norm: 2.0926 2021-01-24 10:03:04,931 - mmaction - INFO - Epoch [132][2000/2147] lr: 9.632e-02, eta: 5 days, 3:22:56, time: 1.541, data_time: 0.003, memory: 16628, top1_acc: 0.3982, top5_acc: 0.6464, loss_cls: 2.6746, loss: 2.6746, grad_norm: 2.1361 2021-01-24 10:03:36,084 - mmaction - INFO - Epoch [132][2020/2147] lr: 9.632e-02, eta: 5 days, 3:22:20, time: 1.553, data_time: 0.004, memory: 16628, top1_acc: 0.3853, top5_acc: 0.6397, loss_cls: 2.7696, loss: 2.7696, grad_norm: 2.1747 2021-01-24 10:04:07,876 - mmaction - INFO - Epoch [132][2040/2147] lr: 9.632e-02, eta: 5 days, 3:21:45, time: 1.589, data_time: 0.007, memory: 16628, top1_acc: 0.3692, top5_acc: 0.6246, loss_cls: 2.8474, loss: 2.8474, grad_norm: 2.2195 2021-01-24 10:04:38,007 - mmaction - INFO - Epoch [132][2060/2147] lr: 9.632e-02, eta: 5 days, 3:21:09, time: 1.512, data_time: 0.007, memory: 16628, top1_acc: 0.4004, top5_acc: 0.6478, loss_cls: 2.6721, loss: 2.6721, grad_norm: 2.1525 2021-01-24 10:05:06,727 - mmaction - INFO - Epoch [132][2080/2147] lr: 9.632e-02, eta: 5 days, 3:20:31, time: 1.434, data_time: 0.003, memory: 16628, top1_acc: 0.3839, top5_acc: 0.6366, loss_cls: 2.7286, loss: 2.7286, grad_norm: 2.1835 2021-01-24 10:05:37,203 - mmaction - INFO - Epoch [132][2100/2147] lr: 9.632e-02, eta: 5 days, 3:19:55, time: 1.525, data_time: 0.007, memory: 16628, top1_acc: 0.3911, top5_acc: 0.6384, loss_cls: 2.7513, loss: 2.7513, grad_norm: 2.1323 2021-01-24 10:06:06,392 - mmaction - INFO - Epoch [132][2120/2147] lr: 9.632e-02, eta: 5 days, 3:19:18, time: 1.457, data_time: 0.002, memory: 16628, top1_acc: 0.3942, top5_acc: 0.6562, loss_cls: 2.6928, loss: 2.6928, grad_norm: 2.1602 2021-01-24 10:06:35,972 - mmaction - INFO - Epoch [132][2140/2147] lr: 9.632e-02, eta: 5 days, 3:18:41, time: 1.478, data_time: 0.006, memory: 16628, top1_acc: 0.3902, top5_acc: 0.6371, loss_cls: 2.7048, loss: 2.7048, grad_norm: 2.1688 2021-01-24 10:07:07,709 - mmaction - INFO - Saving checkpoint at 132 epochs 2021-01-24 10:11:35,196 - mmaction - INFO - Epoch [133][20/2147] lr: 9.509e-02, eta: 5 days, 3:21:24, time: 13.294, data_time: 11.732, memory: 16628, top1_acc: 0.3982, top5_acc: 0.6442, loss_cls: 2.7106, loss: 2.7106, grad_norm: 2.1705 2021-01-24 10:12:14,897 - mmaction - INFO - Epoch [133][40/2147] lr: 9.509e-02, eta: 5 days, 3:20:56, time: 1.985, data_time: 0.006, memory: 16628, top1_acc: 0.3924, top5_acc: 0.6455, loss_cls: 2.7389, loss: 2.7389, grad_norm: 2.1535 2021-01-24 10:12:45,662 - mmaction - INFO - Epoch [133][60/2147] lr: 9.509e-02, eta: 5 days, 3:20:20, time: 1.537, data_time: 0.005, memory: 16628, top1_acc: 0.4031, top5_acc: 0.6732, loss_cls: 2.6152, loss: 2.6152, grad_norm: 2.1656 2021-01-24 10:13:14,800 - mmaction - INFO - Epoch [133][80/2147] lr: 9.509e-02, eta: 5 days, 3:19:43, time: 1.460, data_time: 0.006, memory: 16628, top1_acc: 0.3911, top5_acc: 0.6312, loss_cls: 2.7668, loss: 2.7668, grad_norm: 2.1766 2021-01-24 10:13:46,060 - mmaction - INFO - Epoch [133][100/2147] lr: 9.509e-02, eta: 5 days, 3:19:08, time: 1.557, data_time: 0.003, memory: 16628, top1_acc: 0.3790, top5_acc: 0.6406, loss_cls: 2.7576, loss: 2.7576, grad_norm: 2.1526 2021-01-24 10:14:15,096 - mmaction - INFO - Epoch [133][120/2147] lr: 9.509e-02, eta: 5 days, 3:18:30, time: 1.458, data_time: 0.008, memory: 16628, top1_acc: 0.4196, top5_acc: 0.6692, loss_cls: 2.6104, loss: 2.6104, grad_norm: 2.1164 2021-01-24 10:14:44,390 - mmaction - INFO - Epoch [133][140/2147] lr: 9.509e-02, eta: 5 days, 3:17:53, time: 1.464, data_time: 0.002, memory: 16628, top1_acc: 0.4107, top5_acc: 0.6536, loss_cls: 2.6101, loss: 2.6101, grad_norm: 2.1164 2021-01-24 10:15:14,204 - mmaction - INFO - Epoch [133][160/2147] lr: 9.509e-02, eta: 5 days, 3:17:16, time: 1.485, data_time: 0.003, memory: 16628, top1_acc: 0.3857, top5_acc: 0.6411, loss_cls: 2.7627, loss: 2.7627, grad_norm: 2.2792 2021-01-24 10:15:43,144 - mmaction - INFO - Epoch [133][180/2147] lr: 9.509e-02, eta: 5 days, 3:16:39, time: 1.452, data_time: 0.007, memory: 16628, top1_acc: 0.3987, top5_acc: 0.6589, loss_cls: 2.6840, loss: 2.6840, grad_norm: 2.2018 2021-01-24 10:16:11,916 - mmaction - INFO - Epoch [133][200/2147] lr: 9.509e-02, eta: 5 days, 3:16:01, time: 1.438, data_time: 0.005, memory: 16628, top1_acc: 0.3973, top5_acc: 0.6571, loss_cls: 2.6888, loss: 2.6888, grad_norm: 2.1831 2021-01-24 10:16:45,994 - mmaction - INFO - Epoch [133][220/2147] lr: 9.509e-02, eta: 5 days, 3:15:28, time: 1.682, data_time: 0.003, memory: 16628, top1_acc: 0.3982, top5_acc: 0.6585, loss_cls: 2.6728, loss: 2.6728, grad_norm: 2.1498 2021-01-24 10:17:18,789 - mmaction - INFO - Epoch [133][240/2147] lr: 9.509e-02, eta: 5 days, 3:14:55, time: 1.663, data_time: 0.026, memory: 16628, top1_acc: 0.4071, top5_acc: 0.6504, loss_cls: 2.6742, loss: 2.6742, grad_norm: 2.2018 2021-01-24 10:17:50,372 - mmaction - INFO - Epoch [133][260/2147] lr: 9.509e-02, eta: 5 days, 3:14:19, time: 1.573, data_time: 0.002, memory: 16628, top1_acc: 0.3848, top5_acc: 0.6455, loss_cls: 2.7619, loss: 2.7619, grad_norm: 2.2231 2021-01-24 10:18:21,609 - mmaction - INFO - Epoch [133][280/2147] lr: 9.509e-02, eta: 5 days, 3:13:44, time: 1.569, data_time: 0.015, memory: 16628, top1_acc: 0.3969, top5_acc: 0.6455, loss_cls: 2.7234, loss: 2.7234, grad_norm: 2.2029 2021-01-24 10:18:52,320 - mmaction - INFO - Epoch [133][300/2147] lr: 9.509e-02, eta: 5 days, 3:13:08, time: 1.532, data_time: 0.003, memory: 16628, top1_acc: 0.3862, top5_acc: 0.6321, loss_cls: 2.7944, loss: 2.7944, grad_norm: 2.1957 2021-01-24 10:19:22,682 - mmaction - INFO - Epoch [133][320/2147] lr: 9.509e-02, eta: 5 days, 3:12:32, time: 1.517, data_time: 0.005, memory: 16628, top1_acc: 0.3897, top5_acc: 0.6442, loss_cls: 2.7534, loss: 2.7534, grad_norm: 2.1832 2021-01-24 10:19:51,600 - mmaction - INFO - Epoch [133][340/2147] lr: 9.509e-02, eta: 5 days, 3:11:55, time: 1.448, data_time: 0.006, memory: 16628, top1_acc: 0.4022, top5_acc: 0.6580, loss_cls: 2.6542, loss: 2.6542, grad_norm: 2.1235 2021-01-24 10:20:20,799 - mmaction - INFO - Epoch [133][360/2147] lr: 9.509e-02, eta: 5 days, 3:11:17, time: 1.460, data_time: 0.010, memory: 16628, top1_acc: 0.3964, top5_acc: 0.6415, loss_cls: 2.7189, loss: 2.7189, grad_norm: 2.1372 2021-01-24 10:20:52,303 - mmaction - INFO - Epoch [133][380/2147] lr: 9.509e-02, eta: 5 days, 3:10:42, time: 1.577, data_time: 0.004, memory: 16628, top1_acc: 0.3906, top5_acc: 0.6429, loss_cls: 2.7219, loss: 2.7219, grad_norm: 2.2009 2021-01-24 10:21:23,738 - mmaction - INFO - Epoch [133][400/2147] lr: 9.509e-02, eta: 5 days, 3:10:07, time: 1.570, data_time: 0.001, memory: 16628, top1_acc: 0.3920, top5_acc: 0.6509, loss_cls: 2.6885, loss: 2.6885, grad_norm: 2.1510 2021-01-24 10:21:55,868 - mmaction - INFO - Epoch [133][420/2147] lr: 9.509e-02, eta: 5 days, 3:09:33, time: 1.605, data_time: 0.011, memory: 16628, top1_acc: 0.3754, top5_acc: 0.6312, loss_cls: 2.7754, loss: 2.7754, grad_norm: 2.1751 2021-01-24 10:22:29,408 - mmaction - INFO - Epoch [133][440/2147] lr: 9.509e-02, eta: 5 days, 3:08:59, time: 1.658, data_time: 0.007, memory: 16628, top1_acc: 0.3960, top5_acc: 0.6513, loss_cls: 2.6627, loss: 2.6627, grad_norm: 2.1540 2021-01-24 10:22:58,676 - mmaction - INFO - Epoch [133][460/2147] lr: 9.509e-02, eta: 5 days, 3:08:22, time: 1.487, data_time: 0.031, memory: 16628, top1_acc: 0.3991, top5_acc: 0.6415, loss_cls: 2.7318, loss: 2.7318, grad_norm: 2.1330 2021-01-24 10:23:27,851 - mmaction - INFO - Epoch [133][480/2147] lr: 9.509e-02, eta: 5 days, 3:07:45, time: 1.456, data_time: 0.002, memory: 16628, top1_acc: 0.4018, top5_acc: 0.6509, loss_cls: 2.6912, loss: 2.6912, grad_norm: 2.1636 2021-01-24 10:23:56,945 - mmaction - INFO - Epoch [133][500/2147] lr: 9.509e-02, eta: 5 days, 3:07:07, time: 1.449, data_time: 0.005, memory: 16628, top1_acc: 0.4022, top5_acc: 0.6415, loss_cls: 2.7171, loss: 2.7171, grad_norm: 2.2104 2021-01-24 10:24:27,985 - mmaction - INFO - Epoch [133][520/2147] lr: 9.509e-02, eta: 5 days, 3:06:32, time: 1.559, data_time: 0.011, memory: 16628, top1_acc: 0.3924, top5_acc: 0.6321, loss_cls: 2.7580, loss: 2.7580, grad_norm: 2.2072 2021-01-24 10:25:02,125 - mmaction - INFO - Epoch [133][540/2147] lr: 9.509e-02, eta: 5 days, 3:05:59, time: 1.707, data_time: 0.007, memory: 16628, top1_acc: 0.3741, top5_acc: 0.6286, loss_cls: 2.7883, loss: 2.7883, grad_norm: 2.2258 2021-01-24 10:25:33,254 - mmaction - INFO - Epoch [133][560/2147] lr: 9.509e-02, eta: 5 days, 3:05:24, time: 1.557, data_time: 0.003, memory: 16628, top1_acc: 0.3848, top5_acc: 0.6424, loss_cls: 2.7765, loss: 2.7765, grad_norm: 2.1998 2021-01-24 10:26:04,213 - mmaction - INFO - Epoch [133][580/2147] lr: 9.509e-02, eta: 5 days, 3:04:48, time: 1.545, data_time: 0.002, memory: 16628, top1_acc: 0.3719, top5_acc: 0.6277, loss_cls: 2.8177, loss: 2.8177, grad_norm: 2.1474 2021-01-24 10:26:34,256 - mmaction - INFO - Epoch [133][600/2147] lr: 9.509e-02, eta: 5 days, 3:04:12, time: 1.505, data_time: 0.008, memory: 16628, top1_acc: 0.3799, top5_acc: 0.6379, loss_cls: 2.7500, loss: 2.7500, grad_norm: 2.1359 2021-01-24 10:27:04,083 - mmaction - INFO - Epoch [133][620/2147] lr: 9.509e-02, eta: 5 days, 3:03:35, time: 1.492, data_time: 0.002, memory: 16628, top1_acc: 0.3937, top5_acc: 0.6513, loss_cls: 2.7060, loss: 2.7060, grad_norm: 2.1613 2021-01-24 10:27:33,047 - mmaction - INFO - Epoch [133][640/2147] lr: 9.509e-02, eta: 5 days, 3:02:58, time: 1.448, data_time: 0.003, memory: 16628, top1_acc: 0.4152, top5_acc: 0.6589, loss_cls: 2.6397, loss: 2.6397, grad_norm: 2.1208 2021-01-24 10:28:04,365 - mmaction - INFO - Epoch [133][660/2147] lr: 9.509e-02, eta: 5 days, 3:02:23, time: 1.565, data_time: 0.003, memory: 16628, top1_acc: 0.3897, top5_acc: 0.6429, loss_cls: 2.7125, loss: 2.7125, grad_norm: 2.1630 2021-01-24 10:28:33,537 - mmaction - INFO - Epoch [133][680/2147] lr: 9.509e-02, eta: 5 days, 3:01:45, time: 1.456, data_time: 0.007, memory: 16628, top1_acc: 0.3888, top5_acc: 0.6451, loss_cls: 2.7237, loss: 2.7237, grad_norm: 2.1590 2021-01-24 10:29:04,238 - mmaction - INFO - Epoch [133][700/2147] lr: 9.509e-02, eta: 5 days, 3:01:09, time: 1.537, data_time: 0.005, memory: 16628, top1_acc: 0.3866, top5_acc: 0.6455, loss_cls: 2.7428, loss: 2.7428, grad_norm: 2.1486 2021-01-24 10:29:33,180 - mmaction - INFO - Epoch [133][720/2147] lr: 9.509e-02, eta: 5 days, 3:00:32, time: 1.448, data_time: 0.003, memory: 16628, top1_acc: 0.4040, top5_acc: 0.6420, loss_cls: 2.7043, loss: 2.7043, grad_norm: 2.1633 2021-01-24 10:30:03,842 - mmaction - INFO - Epoch [133][740/2147] lr: 9.509e-02, eta: 5 days, 2:59:56, time: 1.533, data_time: 0.001, memory: 16628, top1_acc: 0.3871, top5_acc: 0.6384, loss_cls: 2.7603, loss: 2.7603, grad_norm: 2.1879 2021-01-24 10:30:35,328 - mmaction - INFO - Epoch [133][760/2147] lr: 9.509e-02, eta: 5 days, 2:59:21, time: 1.574, data_time: 0.004, memory: 16628, top1_acc: 0.4027, top5_acc: 0.6357, loss_cls: 2.7247, loss: 2.7247, grad_norm: 2.1715 2021-01-24 10:31:04,249 - mmaction - INFO - Epoch [133][780/2147] lr: 9.509e-02, eta: 5 days, 2:58:43, time: 1.447, data_time: 0.002, memory: 16628, top1_acc: 0.3964, top5_acc: 0.6540, loss_cls: 2.6925, loss: 2.6925, grad_norm: 2.1426 2021-01-24 10:31:34,941 - mmaction - INFO - Epoch [133][800/2147] lr: 9.509e-02, eta: 5 days, 2:58:08, time: 1.534, data_time: 0.001, memory: 16628, top1_acc: 0.3888, top5_acc: 0.6464, loss_cls: 2.6733, loss: 2.6733, grad_norm: 2.2047 2021-01-24 10:32:09,905 - mmaction - INFO - Epoch [133][820/2147] lr: 9.509e-02, eta: 5 days, 2:57:36, time: 1.749, data_time: 0.007, memory: 16628, top1_acc: 0.3937, top5_acc: 0.6621, loss_cls: 2.6836, loss: 2.6836, grad_norm: 2.1898 2021-01-24 10:32:39,897 - mmaction - INFO - Epoch [133][840/2147] lr: 9.509e-02, eta: 5 days, 2:56:59, time: 1.498, data_time: 0.005, memory: 16628, top1_acc: 0.3888, top5_acc: 0.6433, loss_cls: 2.7187, loss: 2.7187, grad_norm: 2.2019 2021-01-24 10:33:09,612 - mmaction - INFO - Epoch [133][860/2147] lr: 9.509e-02, eta: 5 days, 2:56:23, time: 1.488, data_time: 0.015, memory: 16628, top1_acc: 0.4049, top5_acc: 0.6701, loss_cls: 2.6543, loss: 2.6543, grad_norm: 2.1538 2021-01-24 10:33:38,709 - mmaction - INFO - Epoch [133][880/2147] lr: 9.509e-02, eta: 5 days, 2:55:45, time: 1.454, data_time: 0.005, memory: 16628, top1_acc: 0.3768, top5_acc: 0.6366, loss_cls: 2.7611, loss: 2.7611, grad_norm: 2.2625 2021-01-24 10:34:07,269 - mmaction - INFO - Epoch [133][900/2147] lr: 9.509e-02, eta: 5 days, 2:55:07, time: 1.429, data_time: 0.003, memory: 16628, top1_acc: 0.3826, top5_acc: 0.6429, loss_cls: 2.7569, loss: 2.7569, grad_norm: 2.1622 2021-01-24 10:34:38,228 - mmaction - INFO - Epoch [133][920/2147] lr: 9.509e-02, eta: 5 days, 2:54:32, time: 1.548, data_time: 0.003, memory: 16628, top1_acc: 0.3835, top5_acc: 0.6263, loss_cls: 2.7832, loss: 2.7832, grad_norm: 2.1328 2021-01-24 10:35:07,557 - mmaction - INFO - Epoch [133][940/2147] lr: 9.509e-02, eta: 5 days, 2:53:55, time: 1.465, data_time: 0.002, memory: 16628, top1_acc: 0.4107, top5_acc: 0.6612, loss_cls: 2.6300, loss: 2.6300, grad_norm: 2.1076 2021-01-24 10:35:36,616 - mmaction - INFO - Epoch [133][960/2147] lr: 9.509e-02, eta: 5 days, 2:53:17, time: 1.454, data_time: 0.006, memory: 16628, top1_acc: 0.4067, top5_acc: 0.6473, loss_cls: 2.6744, loss: 2.6744, grad_norm: 2.1681 2021-01-24 10:36:08,708 - mmaction - INFO - Epoch [133][980/2147] lr: 9.509e-02, eta: 5 days, 2:52:43, time: 1.600, data_time: 0.003, memory: 16628, top1_acc: 0.3812, top5_acc: 0.6375, loss_cls: 2.7484, loss: 2.7484, grad_norm: 2.1971 2021-01-24 10:36:37,355 - mmaction - INFO - Epoch [133][1000/2147] lr: 9.509e-02, eta: 5 days, 2:52:05, time: 1.438, data_time: 0.010, memory: 16628, top1_acc: 0.3759, top5_acc: 0.6366, loss_cls: 2.7776, loss: 2.7776, grad_norm: 2.1962 2021-01-24 10:37:14,672 - mmaction - INFO - Epoch [133][1020/2147] lr: 9.509e-02, eta: 5 days, 2:51:35, time: 1.857, data_time: 0.007, memory: 16628, top1_acc: 0.4054, top5_acc: 0.6522, loss_cls: 2.6965, loss: 2.6965, grad_norm: 2.1698 2021-01-24 10:37:47,120 - mmaction - INFO - Epoch [133][1040/2147] lr: 9.509e-02, eta: 5 days, 2:51:01, time: 1.622, data_time: 0.011, memory: 16628, top1_acc: 0.3964, top5_acc: 0.6496, loss_cls: 2.6922, loss: 2.6922, grad_norm: 2.1471 2021-01-24 10:38:17,606 - mmaction - INFO - Epoch [133][1060/2147] lr: 9.509e-02, eta: 5 days, 2:50:25, time: 1.531, data_time: 0.012, memory: 16628, top1_acc: 0.4022, top5_acc: 0.6446, loss_cls: 2.7342, loss: 2.7342, grad_norm: 2.1750 2021-01-24 10:38:47,763 - mmaction - INFO - Epoch [133][1080/2147] lr: 9.509e-02, eta: 5 days, 2:49:49, time: 1.501, data_time: 0.009, memory: 16628, top1_acc: 0.3875, top5_acc: 0.6442, loss_cls: 2.7062, loss: 2.7062, grad_norm: 2.1623 2021-01-24 10:39:17,469 - mmaction - INFO - Epoch [133][1100/2147] lr: 9.509e-02, eta: 5 days, 2:49:12, time: 1.490, data_time: 0.011, memory: 16628, top1_acc: 0.3871, top5_acc: 0.6500, loss_cls: 2.7159, loss: 2.7159, grad_norm: 2.1906 2021-01-24 10:39:48,034 - mmaction - INFO - Epoch [133][1120/2147] lr: 9.509e-02, eta: 5 days, 2:48:36, time: 1.533, data_time: 0.007, memory: 16628, top1_acc: 0.3848, top5_acc: 0.6464, loss_cls: 2.7406, loss: 2.7406, grad_norm: 2.1753 2021-01-24 10:40:17,205 - mmaction - INFO - Epoch [133][1140/2147] lr: 9.509e-02, eta: 5 days, 2:47:59, time: 1.457, data_time: 0.004, memory: 16628, top1_acc: 0.3946, top5_acc: 0.6411, loss_cls: 2.7463, loss: 2.7463, grad_norm: 2.1488 2021-01-24 10:40:47,304 - mmaction - INFO - Epoch [133][1160/2147] lr: 9.509e-02, eta: 5 days, 2:47:22, time: 1.503, data_time: 0.010, memory: 16628, top1_acc: 0.4000, top5_acc: 0.6545, loss_cls: 2.6833, loss: 2.6833, grad_norm: 2.1375 2021-01-24 10:41:16,317 - mmaction - INFO - Epoch [133][1180/2147] lr: 9.509e-02, eta: 5 days, 2:46:45, time: 1.454, data_time: 0.004, memory: 16628, top1_acc: 0.3866, top5_acc: 0.6379, loss_cls: 2.7789, loss: 2.7789, grad_norm: 2.1748 2021-01-24 10:41:48,033 - mmaction - INFO - Epoch [133][1200/2147] lr: 9.509e-02, eta: 5 days, 2:46:10, time: 1.579, data_time: 0.005, memory: 16628, top1_acc: 0.3643, top5_acc: 0.6299, loss_cls: 2.8312, loss: 2.8312, grad_norm: 2.1956 2021-01-24 10:42:20,227 - mmaction - INFO - Epoch [133][1220/2147] lr: 9.509e-02, eta: 5 days, 2:45:36, time: 1.616, data_time: 0.023, memory: 16628, top1_acc: 0.3763, top5_acc: 0.6429, loss_cls: 2.7643, loss: 2.7643, grad_norm: 2.1584 2021-01-24 10:42:51,560 - mmaction - INFO - Epoch [133][1240/2147] lr: 9.509e-02, eta: 5 days, 2:45:00, time: 1.564, data_time: 0.011, memory: 16628, top1_acc: 0.3879, top5_acc: 0.6308, loss_cls: 2.7462, loss: 2.7462, grad_norm: 2.1686 2021-01-24 10:43:23,416 - mmaction - INFO - Epoch [133][1260/2147] lr: 9.509e-02, eta: 5 days, 2:44:26, time: 1.596, data_time: 0.007, memory: 16628, top1_acc: 0.3955, top5_acc: 0.6455, loss_cls: 2.6853, loss: 2.6853, grad_norm: 2.1580 2021-01-24 10:43:51,958 - mmaction - INFO - Epoch [133][1280/2147] lr: 9.509e-02, eta: 5 days, 2:43:48, time: 1.425, data_time: 0.003, memory: 16628, top1_acc: 0.3978, top5_acc: 0.6518, loss_cls: 2.6815, loss: 2.6815, grad_norm: 2.2222 2021-01-24 10:44:20,683 - mmaction - INFO - Epoch [133][1300/2147] lr: 9.509e-02, eta: 5 days, 2:43:10, time: 1.438, data_time: 0.009, memory: 16628, top1_acc: 0.3915, top5_acc: 0.6366, loss_cls: 2.7610, loss: 2.7610, grad_norm: 2.1860 2021-01-24 10:44:49,895 - mmaction - INFO - Epoch [133][1320/2147] lr: 9.509e-02, eta: 5 days, 2:42:33, time: 1.460, data_time: 0.010, memory: 16628, top1_acc: 0.3844, top5_acc: 0.6250, loss_cls: 2.7929, loss: 2.7929, grad_norm: 2.2000 2021-01-24 10:45:20,775 - mmaction - INFO - Epoch [133][1340/2147] lr: 9.509e-02, eta: 5 days, 2:41:57, time: 1.544, data_time: 0.003, memory: 16628, top1_acc: 0.3786, top5_acc: 0.6201, loss_cls: 2.8247, loss: 2.8247, grad_norm: 2.1785 2021-01-24 10:45:49,123 - mmaction - INFO - Epoch [133][1360/2147] lr: 9.509e-02, eta: 5 days, 2:41:19, time: 1.418, data_time: 0.003, memory: 16628, top1_acc: 0.3795, top5_acc: 0.6371, loss_cls: 2.7465, loss: 2.7465, grad_norm: 2.1437 2021-01-24 10:46:17,668 - mmaction - INFO - Epoch [133][1380/2147] lr: 9.509e-02, eta: 5 days, 2:40:42, time: 1.428, data_time: 0.005, memory: 16628, top1_acc: 0.3799, top5_acc: 0.6545, loss_cls: 2.7071, loss: 2.7071, grad_norm: 2.1938 2021-01-24 10:46:50,888 - mmaction - INFO - Epoch [133][1400/2147] lr: 9.509e-02, eta: 5 days, 2:40:08, time: 1.654, data_time: 0.010, memory: 16628, top1_acc: 0.4058, top5_acc: 0.6397, loss_cls: 2.6989, loss: 2.6989, grad_norm: 2.1473 2021-01-24 10:47:23,392 - mmaction - INFO - Epoch [133][1420/2147] lr: 9.509e-02, eta: 5 days, 2:39:34, time: 1.623, data_time: 0.015, memory: 16628, top1_acc: 0.3844, top5_acc: 0.6379, loss_cls: 2.7545, loss: 2.7545, grad_norm: 2.1962 2021-01-24 10:47:51,975 - mmaction - INFO - Epoch [133][1440/2147] lr: 9.509e-02, eta: 5 days, 2:38:56, time: 1.436, data_time: 0.011, memory: 16628, top1_acc: 0.4013, top5_acc: 0.6580, loss_cls: 2.6808, loss: 2.6808, grad_norm: 2.1442 2021-01-24 10:48:21,127 - mmaction - INFO - Epoch [133][1460/2147] lr: 9.509e-02, eta: 5 days, 2:38:19, time: 1.454, data_time: 0.004, memory: 16628, top1_acc: 0.3781, top5_acc: 0.6357, loss_cls: 2.8067, loss: 2.8067, grad_norm: 2.2542 2021-01-24 10:48:51,423 - mmaction - INFO - Epoch [133][1480/2147] lr: 9.509e-02, eta: 5 days, 2:37:43, time: 1.515, data_time: 0.010, memory: 16628, top1_acc: 0.3915, top5_acc: 0.6540, loss_cls: 2.7491, loss: 2.7491, grad_norm: 2.1818 2021-01-24 10:49:22,363 - mmaction - INFO - Epoch [133][1500/2147] lr: 9.509e-02, eta: 5 days, 2:37:07, time: 1.545, data_time: 0.014, memory: 16628, top1_acc: 0.3830, top5_acc: 0.6420, loss_cls: 2.7681, loss: 2.7681, grad_norm: 2.2215 2021-01-24 10:49:54,996 - mmaction - INFO - Epoch [133][1520/2147] lr: 9.509e-02, eta: 5 days, 2:36:33, time: 1.638, data_time: 0.019, memory: 16628, top1_acc: 0.4000, top5_acc: 0.6406, loss_cls: 2.7584, loss: 2.7584, grad_norm: 2.1390 2021-01-24 10:50:24,213 - mmaction - INFO - Epoch [133][1540/2147] lr: 9.509e-02, eta: 5 days, 2:35:56, time: 1.461, data_time: 0.005, memory: 16628, top1_acc: 0.3674, top5_acc: 0.6348, loss_cls: 2.7474, loss: 2.7474, grad_norm: 2.1837 2021-01-24 10:50:53,924 - mmaction - INFO - Epoch [133][1560/2147] lr: 9.509e-02, eta: 5 days, 2:35:19, time: 1.485, data_time: 0.007, memory: 16628, top1_acc: 0.3888, top5_acc: 0.6379, loss_cls: 2.7463, loss: 2.7463, grad_norm: 2.1289 2021-01-24 10:51:24,481 - mmaction - INFO - Epoch [133][1580/2147] lr: 9.509e-02, eta: 5 days, 2:34:43, time: 1.528, data_time: 0.004, memory: 16628, top1_acc: 0.3920, top5_acc: 0.6478, loss_cls: 2.7308, loss: 2.7308, grad_norm: 2.0969 2021-01-24 10:52:00,127 - mmaction - INFO - Epoch [133][1600/2147] lr: 9.509e-02, eta: 5 days, 2:34:12, time: 1.782, data_time: 0.005, memory: 16628, top1_acc: 0.4027, top5_acc: 0.6478, loss_cls: 2.6665, loss: 2.6665, grad_norm: 2.1406 2021-01-24 10:52:31,292 - mmaction - INFO - Epoch [133][1620/2147] lr: 9.509e-02, eta: 5 days, 2:33:37, time: 1.557, data_time: 0.005, memory: 16628, top1_acc: 0.3835, top5_acc: 0.6357, loss_cls: 2.7489, loss: 2.7489, grad_norm: 2.1951 2021-01-24 10:53:00,153 - mmaction - INFO - Epoch [133][1640/2147] lr: 9.509e-02, eta: 5 days, 2:32:59, time: 1.444, data_time: 0.005, memory: 16628, top1_acc: 0.3772, top5_acc: 0.6290, loss_cls: 2.8020, loss: 2.8020, grad_norm: 2.1698 2021-01-24 10:53:29,440 - mmaction - INFO - Epoch [133][1660/2147] lr: 9.509e-02, eta: 5 days, 2:32:22, time: 1.461, data_time: 0.004, memory: 16628, top1_acc: 0.3875, top5_acc: 0.6375, loss_cls: 2.7458, loss: 2.7458, grad_norm: 2.1381 2021-01-24 10:53:59,960 - mmaction - INFO - Epoch [133][1680/2147] lr: 9.509e-02, eta: 5 days, 2:31:46, time: 1.531, data_time: 0.009, memory: 16628, top1_acc: 0.3946, top5_acc: 0.6496, loss_cls: 2.7523, loss: 2.7523, grad_norm: 2.1592 2021-01-24 10:54:34,008 - mmaction - INFO - Epoch [133][1700/2147] lr: 9.509e-02, eta: 5 days, 2:31:13, time: 1.701, data_time: 0.005, memory: 16628, top1_acc: 0.3911, top5_acc: 0.6442, loss_cls: 2.7429, loss: 2.7429, grad_norm: 2.1457 2021-01-24 10:55:03,525 - mmaction - INFO - Epoch [133][1720/2147] lr: 9.509e-02, eta: 5 days, 2:30:36, time: 1.476, data_time: 0.014, memory: 16628, top1_acc: 0.3817, top5_acc: 0.6491, loss_cls: 2.7223, loss: 2.7223, grad_norm: 2.2062 2021-01-24 10:55:32,429 - mmaction - INFO - Epoch [133][1740/2147] lr: 9.509e-02, eta: 5 days, 2:29:59, time: 1.447, data_time: 0.005, memory: 16628, top1_acc: 0.4000, top5_acc: 0.6513, loss_cls: 2.6982, loss: 2.6982, grad_norm: 2.1758 2021-01-24 10:56:03,519 - mmaction - INFO - Epoch [133][1760/2147] lr: 9.509e-02, eta: 5 days, 2:29:24, time: 1.557, data_time: 0.009, memory: 16628, top1_acc: 0.3875, top5_acc: 0.6366, loss_cls: 2.7536, loss: 2.7536, grad_norm: 2.1737 2021-01-24 10:56:33,318 - mmaction - INFO - Epoch [133][1780/2147] lr: 9.509e-02, eta: 5 days, 2:28:47, time: 1.472, data_time: 0.001, memory: 16628, top1_acc: 0.3871, top5_acc: 0.6513, loss_cls: 2.7122, loss: 2.7122, grad_norm: 2.1534 2021-01-24 10:57:04,744 - mmaction - INFO - Epoch [133][1800/2147] lr: 9.509e-02, eta: 5 days, 2:28:12, time: 1.588, data_time: 0.026, memory: 16628, top1_acc: 0.3996, top5_acc: 0.6469, loss_cls: 2.7440, loss: 2.7440, grad_norm: 2.1039 2021-01-24 10:57:37,346 - mmaction - INFO - Epoch [133][1820/2147] lr: 9.509e-02, eta: 5 days, 2:27:38, time: 1.629, data_time: 0.002, memory: 16628, top1_acc: 0.4054, top5_acc: 0.6496, loss_cls: 2.7042, loss: 2.7042, grad_norm: 2.1465 2021-01-24 10:58:08,813 - mmaction - INFO - Epoch [133][1840/2147] lr: 9.509e-02, eta: 5 days, 2:27:03, time: 1.570, data_time: 0.003, memory: 16628, top1_acc: 0.4018, top5_acc: 0.6433, loss_cls: 2.7181, loss: 2.7181, grad_norm: 2.1652 2021-01-24 10:58:38,436 - mmaction - INFO - Epoch [133][1860/2147] lr: 9.509e-02, eta: 5 days, 2:26:26, time: 1.482, data_time: 0.007, memory: 16628, top1_acc: 0.3884, top5_acc: 0.6406, loss_cls: 2.7636, loss: 2.7636, grad_norm: 2.2174 2021-01-24 10:59:07,844 - mmaction - INFO - Epoch [133][1880/2147] lr: 9.509e-02, eta: 5 days, 2:25:49, time: 1.472, data_time: 0.007, memory: 16628, top1_acc: 0.3955, top5_acc: 0.6554, loss_cls: 2.7299, loss: 2.7299, grad_norm: 2.1836 2021-01-24 10:59:38,341 - mmaction - INFO - Epoch [133][1900/2147] lr: 9.509e-02, eta: 5 days, 2:25:13, time: 1.520, data_time: 0.013, memory: 16628, top1_acc: 0.4138, top5_acc: 0.6616, loss_cls: 2.6608, loss: 2.6608, grad_norm: 2.1720 2021-01-24 11:00:10,113 - mmaction - INFO - Epoch [133][1920/2147] lr: 9.509e-02, eta: 5 days, 2:24:38, time: 1.595, data_time: 0.010, memory: 16628, top1_acc: 0.4000, top5_acc: 0.6420, loss_cls: 2.7660, loss: 2.7660, grad_norm: 2.1961 2021-01-24 11:00:41,299 - mmaction - INFO - Epoch [133][1940/2147] lr: 9.509e-02, eta: 5 days, 2:24:03, time: 1.553, data_time: 0.008, memory: 16628, top1_acc: 0.3893, top5_acc: 0.6500, loss_cls: 2.7186, loss: 2.7186, grad_norm: 2.1364 2021-01-24 11:01:10,616 - mmaction - INFO - Epoch [133][1960/2147] lr: 9.509e-02, eta: 5 days, 2:23:26, time: 1.465, data_time: 0.012, memory: 16628, top1_acc: 0.3982, top5_acc: 0.6446, loss_cls: 2.7084, loss: 2.7084, grad_norm: 2.1847 2021-01-24 11:01:41,097 - mmaction - INFO - Epoch [133][1980/2147] lr: 9.509e-02, eta: 5 days, 2:22:49, time: 1.515, data_time: 0.012, memory: 16628, top1_acc: 0.3906, top5_acc: 0.6625, loss_cls: 2.6912, loss: 2.6912, grad_norm: 2.1615 2021-01-24 11:02:11,235 - mmaction - INFO - Epoch [133][2000/2147] lr: 9.509e-02, eta: 5 days, 2:22:13, time: 1.523, data_time: 0.024, memory: 16628, top1_acc: 0.3812, top5_acc: 0.6397, loss_cls: 2.7412, loss: 2.7412, grad_norm: 2.2222 2021-01-24 11:02:40,166 - mmaction - INFO - Epoch [133][2020/2147] lr: 9.509e-02, eta: 5 days, 2:21:36, time: 1.446, data_time: 0.009, memory: 16628, top1_acc: 0.3996, top5_acc: 0.6478, loss_cls: 2.7112, loss: 2.7112, grad_norm: 2.2312 2021-01-24 11:03:11,208 - mmaction - INFO - Epoch [133][2040/2147] lr: 9.509e-02, eta: 5 days, 2:21:00, time: 1.548, data_time: 0.011, memory: 16628, top1_acc: 0.3629, top5_acc: 0.6268, loss_cls: 2.8081, loss: 2.8081, grad_norm: 2.2383 2021-01-24 11:03:40,471 - mmaction - INFO - Epoch [133][2060/2147] lr: 9.509e-02, eta: 5 days, 2:20:23, time: 1.467, data_time: 0.011, memory: 16628, top1_acc: 0.3777, top5_acc: 0.6415, loss_cls: 2.7799, loss: 2.7799, grad_norm: 2.2014 2021-01-24 11:04:10,636 - mmaction - INFO - Epoch [133][2080/2147] lr: 9.509e-02, eta: 5 days, 2:19:47, time: 1.510, data_time: 0.010, memory: 16628, top1_acc: 0.3893, top5_acc: 0.6393, loss_cls: 2.7732, loss: 2.7732, grad_norm: 2.1220 2021-01-24 11:04:39,616 - mmaction - INFO - Epoch [133][2100/2147] lr: 9.509e-02, eta: 5 days, 2:19:10, time: 1.449, data_time: 0.002, memory: 16628, top1_acc: 0.3737, top5_acc: 0.6223, loss_cls: 2.8266, loss: 2.8266, grad_norm: 2.1578 2021-01-24 11:05:10,634 - mmaction - INFO - Epoch [133][2120/2147] lr: 9.509e-02, eta: 5 days, 2:18:34, time: 1.548, data_time: 0.006, memory: 16628, top1_acc: 0.3973, top5_acc: 0.6504, loss_cls: 2.7209, loss: 2.7209, grad_norm: 2.0914 2021-01-24 11:05:39,439 - mmaction - INFO - Epoch [133][2140/2147] lr: 9.509e-02, eta: 5 days, 2:17:57, time: 1.442, data_time: 0.010, memory: 16628, top1_acc: 0.4045, top5_acc: 0.6554, loss_cls: 2.6720, loss: 2.6720, grad_norm: 2.1822 2021-01-24 11:10:45,467 - mmaction - INFO - Epoch [134][20/2147] lr: 9.387e-02, eta: 5 days, 2:20:50, time: 14.032, data_time: 12.434, memory: 16628, top1_acc: 0.4143, top5_acc: 0.6701, loss_cls: 2.6098, loss: 2.6098, grad_norm: 2.1884 2021-01-24 11:11:13,873 - mmaction - INFO - Epoch [134][40/2147] lr: 9.387e-02, eta: 5 days, 2:20:12, time: 1.425, data_time: 0.007, memory: 16628, top1_acc: 0.4009, top5_acc: 0.6558, loss_cls: 2.7560, loss: 2.7560, grad_norm: 2.1930 2021-01-24 11:11:50,104 - mmaction - INFO - Epoch [134][60/2147] lr: 9.387e-02, eta: 5 days, 2:19:41, time: 1.809, data_time: 0.003, memory: 16628, top1_acc: 0.3960, top5_acc: 0.6438, loss_cls: 2.6894, loss: 2.6894, grad_norm: 2.1315 2021-01-24 11:12:20,824 - mmaction - INFO - Epoch [134][80/2147] lr: 9.387e-02, eta: 5 days, 2:19:05, time: 1.538, data_time: 0.005, memory: 16628, top1_acc: 0.4054, top5_acc: 0.6612, loss_cls: 2.6603, loss: 2.6603, grad_norm: 2.1714 2021-01-24 11:12:53,016 - mmaction - INFO - Epoch [134][100/2147] lr: 9.387e-02, eta: 5 days, 2:18:31, time: 1.608, data_time: 0.003, memory: 16628, top1_acc: 0.4138, top5_acc: 0.6701, loss_cls: 2.6147, loss: 2.6147, grad_norm: 2.1447 2021-01-24 11:13:23,239 - mmaction - INFO - Epoch [134][120/2147] lr: 9.387e-02, eta: 5 days, 2:17:54, time: 1.510, data_time: 0.012, memory: 16628, top1_acc: 0.4054, top5_acc: 0.6625, loss_cls: 2.6727, loss: 2.6727, grad_norm: 2.1571 2021-01-24 11:13:56,046 - mmaction - INFO - Epoch [134][140/2147] lr: 9.387e-02, eta: 5 days, 2:17:21, time: 1.637, data_time: 0.007, memory: 16628, top1_acc: 0.3951, top5_acc: 0.6478, loss_cls: 2.6636, loss: 2.6636, grad_norm: 2.1655 2021-01-24 11:14:25,180 - mmaction - INFO - Epoch [134][160/2147] lr: 9.387e-02, eta: 5 days, 2:16:43, time: 1.461, data_time: 0.009, memory: 16628, top1_acc: 0.3937, top5_acc: 0.6406, loss_cls: 2.7293, loss: 2.7293, grad_norm: 2.1525 2021-01-24 11:14:57,804 - mmaction - INFO - Epoch [134][180/2147] lr: 9.387e-02, eta: 5 days, 2:16:09, time: 1.631, data_time: 0.003, memory: 16628, top1_acc: 0.4174, top5_acc: 0.6607, loss_cls: 2.6455, loss: 2.6455, grad_norm: 2.1346 2021-01-24 11:15:28,107 - mmaction - INFO - Epoch [134][200/2147] lr: 9.387e-02, eta: 5 days, 2:15:33, time: 1.515, data_time: 0.003, memory: 16628, top1_acc: 0.3973, top5_acc: 0.6482, loss_cls: 2.7054, loss: 2.7054, grad_norm: 2.2222 2021-01-24 11:15:57,473 - mmaction - INFO - Epoch [134][220/2147] lr: 9.387e-02, eta: 5 days, 2:14:56, time: 1.471, data_time: 0.006, memory: 16628, top1_acc: 0.4031, top5_acc: 0.6598, loss_cls: 2.7142, loss: 2.7142, grad_norm: 2.2204 2021-01-24 11:16:26,445 - mmaction - INFO - Epoch [134][240/2147] lr: 9.387e-02, eta: 5 days, 2:14:19, time: 1.448, data_time: 0.004, memory: 16628, top1_acc: 0.4112, top5_acc: 0.6527, loss_cls: 2.6545, loss: 2.6545, grad_norm: 2.1523 2021-01-24 11:17:04,190 - mmaction - INFO - Epoch [134][260/2147] lr: 9.387e-02, eta: 5 days, 2:13:49, time: 1.885, data_time: 0.003, memory: 16628, top1_acc: 0.4040, top5_acc: 0.6487, loss_cls: 2.6780, loss: 2.6780, grad_norm: 2.1697 2021-01-24 11:17:33,218 - mmaction - INFO - Epoch [134][280/2147] lr: 9.387e-02, eta: 5 days, 2:13:12, time: 1.453, data_time: 0.006, memory: 16628, top1_acc: 0.3879, top5_acc: 0.6326, loss_cls: 2.7746, loss: 2.7746, grad_norm: 2.1547 2021-01-24 11:18:04,678 - mmaction - INFO - Epoch [134][300/2147] lr: 9.387e-02, eta: 5 days, 2:12:37, time: 1.567, data_time: 0.003, memory: 16628, top1_acc: 0.3996, top5_acc: 0.6576, loss_cls: 2.7080, loss: 2.7080, grad_norm: 2.2080 2021-01-24 11:18:36,025 - mmaction - INFO - Epoch [134][320/2147] lr: 9.387e-02, eta: 5 days, 2:12:02, time: 1.571, data_time: 0.012, memory: 16628, top1_acc: 0.4103, top5_acc: 0.6491, loss_cls: 2.6726, loss: 2.6726, grad_norm: 2.2117 2021-01-24 11:19:07,404 - mmaction - INFO - Epoch [134][340/2147] lr: 9.387e-02, eta: 5 days, 2:11:26, time: 1.568, data_time: 0.011, memory: 16628, top1_acc: 0.3955, top5_acc: 0.6527, loss_cls: 2.7146, loss: 2.7146, grad_norm: 2.1916 2021-01-24 11:19:37,128 - mmaction - INFO - Epoch [134][360/2147] lr: 9.387e-02, eta: 5 days, 2:10:50, time: 1.488, data_time: 0.011, memory: 16628, top1_acc: 0.3987, top5_acc: 0.6571, loss_cls: 2.7110, loss: 2.7110, grad_norm: 2.1963 2021-01-24 11:20:08,540 - mmaction - INFO - Epoch [134][380/2147] lr: 9.387e-02, eta: 5 days, 2:10:15, time: 1.565, data_time: 0.005, memory: 16628, top1_acc: 0.3835, top5_acc: 0.6496, loss_cls: 2.7120, loss: 2.7120, grad_norm: 2.1923 2021-01-24 11:20:37,399 - mmaction - INFO - Epoch [134][400/2147] lr: 9.387e-02, eta: 5 days, 2:09:37, time: 1.448, data_time: 0.009, memory: 16628, top1_acc: 0.4045, top5_acc: 0.6460, loss_cls: 2.6985, loss: 2.6985, grad_norm: 2.1571 2021-01-24 11:21:10,266 - mmaction - INFO - Epoch [134][420/2147] lr: 9.387e-02, eta: 5 days, 2:09:03, time: 1.644, data_time: 0.003, memory: 16628, top1_acc: 0.3786, top5_acc: 0.6335, loss_cls: 2.7984, loss: 2.7984, grad_norm: 2.1438 2021-01-24 11:21:41,070 - mmaction - INFO - Epoch [134][440/2147] lr: 9.387e-02, eta: 5 days, 2:08:26, time: 1.474, data_time: 0.004, memory: 16628, top1_acc: 0.3924, top5_acc: 0.6580, loss_cls: 2.7131, loss: 2.7131, grad_norm: 2.1342 2021-01-24 11:22:11,535 - mmaction - INFO - Epoch [134][460/2147] lr: 9.387e-02, eta: 5 days, 2:07:52, time: 1.587, data_time: 0.077, memory: 16628, top1_acc: 0.3964, top5_acc: 0.6491, loss_cls: 2.6974, loss: 2.6974, grad_norm: 2.1728 2021-01-24 11:22:41,034 - mmaction - INFO - Epoch [134][480/2147] lr: 9.387e-02, eta: 5 days, 2:07:15, time: 1.476, data_time: 0.005, memory: 16628, top1_acc: 0.3848, top5_acc: 0.6366, loss_cls: 2.7466, loss: 2.7466, grad_norm: 2.2019 2021-01-24 11:23:12,986 - mmaction - INFO - Epoch [134][500/2147] lr: 9.387e-02, eta: 5 days, 2:06:40, time: 1.599, data_time: 0.006, memory: 16628, top1_acc: 0.4112, top5_acc: 0.6683, loss_cls: 2.6486, loss: 2.6486, grad_norm: 2.1396 2021-01-24 11:23:42,162 - mmaction - INFO - Epoch [134][520/2147] lr: 9.387e-02, eta: 5 days, 2:06:03, time: 1.457, data_time: 0.008, memory: 16628, top1_acc: 0.4000, top5_acc: 0.6500, loss_cls: 2.7008, loss: 2.7008, grad_norm: 2.2161 2021-01-24 11:24:13,057 - mmaction - INFO - Epoch [134][540/2147] lr: 9.387e-02, eta: 5 days, 2:05:27, time: 1.545, data_time: 0.004, memory: 16628, top1_acc: 0.3853, top5_acc: 0.6406, loss_cls: 2.7905, loss: 2.7905, grad_norm: 2.1594 2021-01-24 11:24:42,966 - mmaction - INFO - Epoch [134][560/2147] lr: 9.387e-02, eta: 5 days, 2:04:51, time: 1.494, data_time: 0.004, memory: 16628, top1_acc: 0.3960, top5_acc: 0.6473, loss_cls: 2.7232, loss: 2.7232, grad_norm: 2.1906 2021-01-24 11:25:15,001 - mmaction - INFO - Epoch [134][580/2147] lr: 9.387e-02, eta: 5 days, 2:04:16, time: 1.606, data_time: 0.005, memory: 16628, top1_acc: 0.4027, top5_acc: 0.6554, loss_cls: 2.6527, loss: 2.6527, grad_norm: 2.1624 2021-01-24 11:25:44,320 - mmaction - INFO - Epoch [134][600/2147] lr: 9.387e-02, eta: 5 days, 2:03:39, time: 1.462, data_time: 0.001, memory: 16628, top1_acc: 0.3871, top5_acc: 0.6451, loss_cls: 2.7255, loss: 2.7255, grad_norm: 2.1763 2021-01-24 11:26:13,399 - mmaction - INFO - Epoch [134][620/2147] lr: 9.387e-02, eta: 5 days, 2:03:02, time: 1.458, data_time: 0.010, memory: 16628, top1_acc: 0.4067, top5_acc: 0.6692, loss_cls: 2.6313, loss: 2.6313, grad_norm: 2.1573 2021-01-24 11:26:46,479 - mmaction - INFO - Epoch [134][640/2147] lr: 9.387e-02, eta: 5 days, 2:02:28, time: 1.653, data_time: 0.003, memory: 16628, top1_acc: 0.3938, top5_acc: 0.6411, loss_cls: 2.7534, loss: 2.7534, grad_norm: 2.2008 2021-01-24 11:27:17,619 - mmaction - INFO - Epoch [134][660/2147] lr: 9.387e-02, eta: 5 days, 2:01:53, time: 1.557, data_time: 0.003, memory: 16628, top1_acc: 0.4000, top5_acc: 0.6603, loss_cls: 2.6820, loss: 2.6820, grad_norm: 2.1443 2021-01-24 11:27:46,765 - mmaction - INFO - Epoch [134][680/2147] lr: 9.387e-02, eta: 5 days, 2:01:15, time: 1.453, data_time: 0.002, memory: 16628, top1_acc: 0.3960, top5_acc: 0.6388, loss_cls: 2.7635, loss: 2.7635, grad_norm: 2.1508 2021-01-24 11:28:21,341 - mmaction - INFO - Epoch [134][700/2147] lr: 9.387e-02, eta: 5 days, 2:00:43, time: 1.725, data_time: 0.006, memory: 16628, top1_acc: 0.4187, top5_acc: 0.6496, loss_cls: 2.6365, loss: 2.6365, grad_norm: 2.1700 2021-01-24 11:28:53,343 - mmaction - INFO - Epoch [134][720/2147] lr: 9.387e-02, eta: 5 days, 2:00:09, time: 1.598, data_time: 0.012, memory: 16628, top1_acc: 0.3973, top5_acc: 0.6442, loss_cls: 2.7025, loss: 2.7025, grad_norm: 2.1866 2021-01-24 11:29:22,097 - mmaction - INFO - Epoch [134][740/2147] lr: 9.387e-02, eta: 5 days, 1:59:31, time: 1.445, data_time: 0.016, memory: 16628, top1_acc: 0.3888, top5_acc: 0.6491, loss_cls: 2.6978, loss: 2.6978, grad_norm: 2.1520 2021-01-24 11:29:53,302 - mmaction - INFO - Epoch [134][760/2147] lr: 9.387e-02, eta: 5 days, 1:58:56, time: 1.556, data_time: 0.007, memory: 16628, top1_acc: 0.4201, top5_acc: 0.6527, loss_cls: 2.6270, loss: 2.6270, grad_norm: 2.1381 2021-01-24 11:30:22,382 - mmaction - INFO - Epoch [134][780/2147] lr: 9.387e-02, eta: 5 days, 1:58:19, time: 1.461, data_time: 0.013, memory: 16628, top1_acc: 0.3920, top5_acc: 0.6496, loss_cls: 2.6985, loss: 2.6985, grad_norm: 2.1896 2021-01-24 11:30:51,424 - mmaction - INFO - Epoch [134][800/2147] lr: 9.387e-02, eta: 5 days, 1:57:41, time: 1.450, data_time: 0.004, memory: 16628, top1_acc: 0.3929, top5_acc: 0.6504, loss_cls: 2.7342, loss: 2.7342, grad_norm: 2.1907 2021-01-24 11:31:21,773 - mmaction - INFO - Epoch [134][820/2147] lr: 9.387e-02, eta: 5 days, 1:57:05, time: 1.511, data_time: 0.006, memory: 16628, top1_acc: 0.3893, top5_acc: 0.6424, loss_cls: 2.7232, loss: 2.7232, grad_norm: 2.1910 2021-01-24 11:31:57,385 - mmaction - INFO - Epoch [134][840/2147] lr: 9.387e-02, eta: 5 days, 1:56:34, time: 1.783, data_time: 0.012, memory: 16628, top1_acc: 0.3879, top5_acc: 0.6393, loss_cls: 2.7811, loss: 2.7811, grad_norm: 2.1796 2021-01-24 11:32:29,136 - mmaction - INFO - Epoch [134][860/2147] lr: 9.387e-02, eta: 5 days, 1:55:59, time: 1.588, data_time: 0.013, memory: 16628, top1_acc: 0.3871, top5_acc: 0.6545, loss_cls: 2.7241, loss: 2.7241, grad_norm: 2.1872 2021-01-24 11:32:58,443 - mmaction - INFO - Epoch [134][880/2147] lr: 9.387e-02, eta: 5 days, 1:55:22, time: 1.470, data_time: 0.009, memory: 16628, top1_acc: 0.3862, top5_acc: 0.6522, loss_cls: 2.7254, loss: 2.7254, grad_norm: 2.1660 2021-01-24 11:33:27,867 - mmaction - INFO - Epoch [134][900/2147] lr: 9.387e-02, eta: 5 days, 1:54:45, time: 1.471, data_time: 0.003, memory: 16628, top1_acc: 0.3951, top5_acc: 0.6491, loss_cls: 2.7298, loss: 2.7298, grad_norm: 2.1469 2021-01-24 11:34:00,739 - mmaction - INFO - Epoch [134][920/2147] lr: 9.387e-02, eta: 5 days, 1:54:11, time: 1.640, data_time: 0.006, memory: 16628, top1_acc: 0.3969, top5_acc: 0.6482, loss_cls: 2.7227, loss: 2.7227, grad_norm: 2.1236 2021-01-24 11:34:30,518 - mmaction - INFO - Epoch [134][940/2147] lr: 9.387e-02, eta: 5 days, 1:53:34, time: 1.491, data_time: 0.013, memory: 16628, top1_acc: 0.3973, top5_acc: 0.6473, loss_cls: 2.6943, loss: 2.6943, grad_norm: 2.1410 2021-01-24 11:35:02,849 - mmaction - INFO - Epoch [134][960/2147] lr: 9.387e-02, eta: 5 days, 1:53:00, time: 1.613, data_time: 0.006, memory: 16628, top1_acc: 0.3799, top5_acc: 0.6429, loss_cls: 2.7490, loss: 2.7490, grad_norm: 2.1665 2021-01-24 11:35:33,767 - mmaction - INFO - Epoch [134][980/2147] lr: 9.387e-02, eta: 5 days, 1:52:25, time: 1.546, data_time: 0.014, memory: 16628, top1_acc: 0.3830, top5_acc: 0.6545, loss_cls: 2.7143, loss: 2.7143, grad_norm: 2.1678 2021-01-24 11:36:05,308 - mmaction - INFO - Epoch [134][1000/2147] lr: 9.387e-02, eta: 5 days, 1:51:49, time: 1.576, data_time: 0.008, memory: 16628, top1_acc: 0.3897, top5_acc: 0.6518, loss_cls: 2.6917, loss: 2.6917, grad_norm: 2.1913 2021-01-24 11:36:37,100 - mmaction - INFO - Epoch [134][1020/2147] lr: 9.387e-02, eta: 5 days, 1:51:15, time: 1.595, data_time: 0.009, memory: 16628, top1_acc: 0.3973, top5_acc: 0.6451, loss_cls: 2.6766, loss: 2.6766, grad_norm: 2.1991 2021-01-24 11:37:06,977 - mmaction - INFO - Epoch [134][1040/2147] lr: 9.387e-02, eta: 5 days, 1:50:38, time: 1.495, data_time: 0.007, memory: 16628, top1_acc: 0.3902, top5_acc: 0.6353, loss_cls: 2.7508, loss: 2.7508, grad_norm: 2.2303 2021-01-24 11:37:39,030 - mmaction - INFO - Epoch [134][1060/2147] lr: 9.387e-02, eta: 5 days, 1:50:04, time: 1.601, data_time: 0.002, memory: 16628, top1_acc: 0.3871, top5_acc: 0.6384, loss_cls: 2.7887, loss: 2.7887, grad_norm: 2.2067 2021-01-24 11:38:07,804 - mmaction - INFO - Epoch [134][1080/2147] lr: 9.387e-02, eta: 5 days, 1:49:26, time: 1.440, data_time: 0.004, memory: 16628, top1_acc: 0.3768, top5_acc: 0.6442, loss_cls: 2.7525, loss: 2.7525, grad_norm: 2.1434 2021-01-24 11:38:36,759 - mmaction - INFO - Epoch [134][1100/2147] lr: 9.387e-02, eta: 5 days, 1:48:49, time: 1.446, data_time: 0.003, memory: 16628, top1_acc: 0.4125, top5_acc: 0.6554, loss_cls: 2.6895, loss: 2.6895, grad_norm: 2.1589 2021-01-24 11:39:10,880 - mmaction - INFO - Epoch [134][1120/2147] lr: 9.387e-02, eta: 5 days, 1:48:16, time: 1.707, data_time: 0.011, memory: 16628, top1_acc: 0.3960, top5_acc: 0.6357, loss_cls: 2.7441, loss: 2.7441, grad_norm: 2.1739 2021-01-24 11:39:40,432 - mmaction - INFO - Epoch [134][1140/2147] lr: 9.387e-02, eta: 5 days, 1:47:39, time: 1.479, data_time: 0.007, memory: 16628, top1_acc: 0.4085, top5_acc: 0.6558, loss_cls: 2.6732, loss: 2.6732, grad_norm: 2.1947 2021-01-24 11:40:11,654 - mmaction - INFO - Epoch [134][1160/2147] lr: 9.387e-02, eta: 5 days, 1:47:04, time: 1.559, data_time: 0.003, memory: 16628, top1_acc: 0.3960, top5_acc: 0.6513, loss_cls: 2.7106, loss: 2.7106, grad_norm: 2.1566 2021-01-24 11:40:41,809 - mmaction - INFO - Epoch [134][1180/2147] lr: 9.387e-02, eta: 5 days, 1:46:28, time: 1.509, data_time: 0.004, memory: 16628, top1_acc: 0.3897, top5_acc: 0.6496, loss_cls: 2.7277, loss: 2.7277, grad_norm: 2.2054 2021-01-24 11:41:12,453 - mmaction - INFO - Epoch [134][1200/2147] lr: 9.387e-02, eta: 5 days, 1:45:52, time: 1.530, data_time: 0.005, memory: 16628, top1_acc: 0.4089, top5_acc: 0.6531, loss_cls: 2.7154, loss: 2.7154, grad_norm: 2.1725 2021-01-24 11:41:43,826 - mmaction - INFO - Epoch [134][1220/2147] lr: 9.387e-02, eta: 5 days, 1:45:16, time: 1.521, data_time: 0.006, memory: 16628, top1_acc: 0.3812, top5_acc: 0.6353, loss_cls: 2.7804, loss: 2.7804, grad_norm: 2.2099 2021-01-24 11:42:15,167 - mmaction - INFO - Epoch [134][1240/2147] lr: 9.387e-02, eta: 5 days, 1:44:42, time: 1.619, data_time: 0.054, memory: 16628, top1_acc: 0.3763, top5_acc: 0.6339, loss_cls: 2.8153, loss: 2.8153, grad_norm: 2.1783 2021-01-24 11:42:48,156 - mmaction - INFO - Epoch [134][1260/2147] lr: 9.387e-02, eta: 5 days, 1:44:08, time: 1.650, data_time: 0.002, memory: 16628, top1_acc: 0.3879, top5_acc: 0.6210, loss_cls: 2.8181, loss: 2.8181, grad_norm: 2.1663 2021-01-24 11:43:19,188 - mmaction - INFO - Epoch [134][1280/2147] lr: 9.387e-02, eta: 5 days, 1:43:32, time: 1.546, data_time: 0.003, memory: 16628, top1_acc: 0.4045, top5_acc: 0.6429, loss_cls: 2.7392, loss: 2.7392, grad_norm: 2.1408 2021-01-24 11:43:49,243 - mmaction - INFO - Epoch [134][1300/2147] lr: 9.387e-02, eta: 5 days, 1:42:56, time: 1.501, data_time: 0.008, memory: 16628, top1_acc: 0.4147, top5_acc: 0.6558, loss_cls: 2.6572, loss: 2.6572, grad_norm: 2.1235 2021-01-24 11:44:19,945 - mmaction - INFO - Epoch [134][1320/2147] lr: 9.387e-02, eta: 5 days, 1:42:20, time: 1.542, data_time: 0.012, memory: 16628, top1_acc: 0.4045, top5_acc: 0.6375, loss_cls: 2.7667, loss: 2.7667, grad_norm: 2.1776 2021-01-24 11:44:51,402 - mmaction - INFO - Epoch [134][1340/2147] lr: 9.387e-02, eta: 5 days, 1:41:45, time: 1.572, data_time: 0.002, memory: 16628, top1_acc: 0.3929, top5_acc: 0.6460, loss_cls: 2.7290, loss: 2.7290, grad_norm: 2.1933 2021-01-24 11:45:20,091 - mmaction - INFO - Epoch [134][1360/2147] lr: 9.387e-02, eta: 5 days, 1:41:08, time: 1.436, data_time: 0.006, memory: 16628, top1_acc: 0.3768, top5_acc: 0.6228, loss_cls: 2.8191, loss: 2.8191, grad_norm: 2.1497 2021-01-24 11:45:52,174 - mmaction - INFO - Epoch [134][1380/2147] lr: 9.387e-02, eta: 5 days, 1:40:33, time: 1.603, data_time: 0.001, memory: 16628, top1_acc: 0.3946, top5_acc: 0.6442, loss_cls: 2.7241, loss: 2.7241, grad_norm: 2.1506 2021-01-24 11:46:23,349 - mmaction - INFO - Epoch [134][1400/2147] lr: 9.387e-02, eta: 5 days, 1:39:58, time: 1.554, data_time: 0.003, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6308, loss_cls: 2.8063, loss: 2.8063, grad_norm: 2.1401 2021-01-24 11:46:55,113 - mmaction - INFO - Epoch [134][1420/2147] lr: 9.387e-02, eta: 5 days, 1:39:23, time: 1.593, data_time: 0.010, memory: 16628, top1_acc: 0.3960, top5_acc: 0.6388, loss_cls: 2.7164, loss: 2.7164, grad_norm: 2.1249 2021-01-24 11:47:24,065 - mmaction - INFO - Epoch [134][1440/2147] lr: 9.387e-02, eta: 5 days, 1:38:46, time: 1.446, data_time: 0.006, memory: 16628, top1_acc: 0.3821, top5_acc: 0.6420, loss_cls: 2.7369, loss: 2.7369, grad_norm: 2.1736 2021-01-24 11:47:57,546 - mmaction - INFO - Epoch [134][1460/2147] lr: 9.387e-02, eta: 5 days, 1:38:12, time: 1.672, data_time: 0.008, memory: 16628, top1_acc: 0.3888, top5_acc: 0.6379, loss_cls: 2.7614, loss: 2.7614, grad_norm: 2.1962 2021-01-24 11:48:28,157 - mmaction - INFO - Epoch [134][1480/2147] lr: 9.387e-02, eta: 5 days, 1:37:36, time: 1.532, data_time: 0.008, memory: 16628, top1_acc: 0.4027, top5_acc: 0.6536, loss_cls: 2.7012, loss: 2.7012, grad_norm: 2.1576 2021-01-24 11:48:57,261 - mmaction - INFO - Epoch [134][1500/2147] lr: 9.387e-02, eta: 5 days, 1:36:59, time: 1.458, data_time: 0.007, memory: 16628, top1_acc: 0.4094, top5_acc: 0.6446, loss_cls: 2.7073, loss: 2.7073, grad_norm: 2.1288 2021-01-24 11:49:26,360 - mmaction - INFO - Epoch [134][1520/2147] lr: 9.387e-02, eta: 5 days, 1:36:22, time: 1.454, data_time: 0.003, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6196, loss_cls: 2.8337, loss: 2.8337, grad_norm: 2.2236 2021-01-24 11:50:01,770 - mmaction - INFO - Epoch [134][1540/2147] lr: 9.387e-02, eta: 5 days, 1:35:50, time: 1.763, data_time: 0.003, memory: 16628, top1_acc: 0.3969, top5_acc: 0.6491, loss_cls: 2.6947, loss: 2.6947, grad_norm: 2.1164 2021-01-24 11:50:32,197 - mmaction - INFO - Epoch [134][1560/2147] lr: 9.387e-02, eta: 5 days, 1:35:14, time: 1.523, data_time: 0.023, memory: 16628, top1_acc: 0.4027, top5_acc: 0.6612, loss_cls: 2.6524, loss: 2.6524, grad_norm: 2.1164 2021-01-24 11:51:01,380 - mmaction - INFO - Epoch [134][1580/2147] lr: 9.387e-02, eta: 5 days, 1:34:37, time: 1.464, data_time: 0.013, memory: 16628, top1_acc: 0.4004, top5_acc: 0.6478, loss_cls: 2.7073, loss: 2.7073, grad_norm: 2.2033 2021-01-24 11:51:30,359 - mmaction - INFO - Epoch [134][1600/2147] lr: 9.387e-02, eta: 5 days, 1:34:00, time: 1.447, data_time: 0.007, memory: 16628, top1_acc: 0.4058, top5_acc: 0.6469, loss_cls: 2.6852, loss: 2.6852, grad_norm: 2.1874 2021-01-24 11:52:03,369 - mmaction - INFO - Epoch [134][1620/2147] lr: 9.387e-02, eta: 5 days, 1:33:26, time: 1.647, data_time: 0.005, memory: 16628, top1_acc: 0.4045, top5_acc: 0.6504, loss_cls: 2.7171, loss: 2.7171, grad_norm: 2.1824 2021-01-24 11:52:34,509 - mmaction - INFO - Epoch [134][1640/2147] lr: 9.387e-02, eta: 5 days, 1:32:51, time: 1.560, data_time: 0.009, memory: 16628, top1_acc: 0.3964, top5_acc: 0.6594, loss_cls: 2.6874, loss: 2.6874, grad_norm: 2.2065 2021-01-24 11:53:04,759 - mmaction - INFO - Epoch [134][1660/2147] lr: 9.387e-02, eta: 5 days, 1:32:15, time: 1.506, data_time: 0.008, memory: 16628, top1_acc: 0.3888, top5_acc: 0.6304, loss_cls: 2.7604, loss: 2.7604, grad_norm: 2.1716 2021-01-24 11:53:36,191 - mmaction - INFO - Epoch [134][1680/2147] lr: 9.387e-02, eta: 5 days, 1:31:40, time: 1.577, data_time: 0.016, memory: 16628, top1_acc: 0.4214, top5_acc: 0.6558, loss_cls: 2.6581, loss: 2.6581, grad_norm: 2.0663 2021-01-24 11:54:05,526 - mmaction - INFO - Epoch [134][1700/2147] lr: 9.387e-02, eta: 5 days, 1:31:03, time: 1.468, data_time: 0.007, memory: 16628, top1_acc: 0.3969, top5_acc: 0.6437, loss_cls: 2.7428, loss: 2.7428, grad_norm: 2.1565 2021-01-24 11:54:36,822 - mmaction - INFO - Epoch [134][1720/2147] lr: 9.387e-02, eta: 5 days, 1:30:28, time: 1.569, data_time: 0.007, memory: 16628, top1_acc: 0.3862, top5_acc: 0.6491, loss_cls: 2.7272, loss: 2.7272, grad_norm: 2.2103 2021-01-24 11:55:07,583 - mmaction - INFO - Epoch [134][1740/2147] lr: 9.387e-02, eta: 5 days, 1:29:52, time: 1.538, data_time: 0.004, memory: 16628, top1_acc: 0.3996, top5_acc: 0.6473, loss_cls: 2.7028, loss: 2.7028, grad_norm: 2.1398 2021-01-24 11:55:36,393 - mmaction - INFO - Epoch [134][1760/2147] lr: 9.387e-02, eta: 5 days, 1:29:14, time: 1.441, data_time: 0.004, memory: 16628, top1_acc: 0.3888, top5_acc: 0.6384, loss_cls: 2.7577, loss: 2.7577, grad_norm: 2.1818 2021-01-24 11:56:05,641 - mmaction - INFO - Epoch [134][1780/2147] lr: 9.387e-02, eta: 5 days, 1:28:37, time: 1.461, data_time: 0.005, memory: 16628, top1_acc: 0.3804, top5_acc: 0.6330, loss_cls: 2.7650, loss: 2.7650, grad_norm: 2.1462 2021-01-24 11:56:46,025 - mmaction - INFO - Epoch [134][1800/2147] lr: 9.387e-02, eta: 5 days, 1:28:10, time: 2.016, data_time: 0.003, memory: 16628, top1_acc: 0.3888, top5_acc: 0.6388, loss_cls: 2.7786, loss: 2.7786, grad_norm: 2.1933 2021-01-24 11:57:16,300 - mmaction - INFO - Epoch [134][1820/2147] lr: 9.387e-02, eta: 5 days, 1:27:34, time: 1.518, data_time: 0.007, memory: 16628, top1_acc: 0.3920, top5_acc: 0.6429, loss_cls: 2.7171, loss: 2.7171, grad_norm: 2.1839 2021-01-24 11:57:46,302 - mmaction - INFO - Epoch [134][1840/2147] lr: 9.387e-02, eta: 5 days, 1:26:58, time: 1.495, data_time: 0.004, memory: 16628, top1_acc: 0.4027, top5_acc: 0.6464, loss_cls: 2.7082, loss: 2.7082, grad_norm: 2.2048 2021-01-24 11:58:20,689 - mmaction - INFO - Epoch [134][1860/2147] lr: 9.387e-02, eta: 5 days, 1:26:25, time: 1.719, data_time: 0.010, memory: 16628, top1_acc: 0.3714, top5_acc: 0.6438, loss_cls: 2.7500, loss: 2.7500, grad_norm: 2.1688 2021-01-24 11:58:50,733 - mmaction - INFO - Epoch [134][1880/2147] lr: 9.387e-02, eta: 5 days, 1:25:49, time: 1.498, data_time: 0.009, memory: 16628, top1_acc: 0.3817, top5_acc: 0.6326, loss_cls: 2.7614, loss: 2.7614, grad_norm: 2.1833 2021-01-24 11:59:19,409 - mmaction - INFO - Epoch [134][1900/2147] lr: 9.387e-02, eta: 5 days, 1:25:11, time: 1.442, data_time: 0.012, memory: 16628, top1_acc: 0.3746, top5_acc: 0.6299, loss_cls: 2.7674, loss: 2.7674, grad_norm: 2.2012 2021-01-24 11:59:48,179 - mmaction - INFO - Epoch [134][1920/2147] lr: 9.387e-02, eta: 5 days, 1:24:34, time: 1.441, data_time: 0.005, memory: 16628, top1_acc: 0.3826, top5_acc: 0.6379, loss_cls: 2.7695, loss: 2.7695, grad_norm: 2.1888 2021-01-24 12:00:19,184 - mmaction - INFO - Epoch [134][1940/2147] lr: 9.387e-02, eta: 5 days, 1:23:58, time: 1.542, data_time: 0.001, memory: 16628, top1_acc: 0.3839, top5_acc: 0.6469, loss_cls: 2.7592, loss: 2.7592, grad_norm: 2.2058 2021-01-24 12:00:47,994 - mmaction - INFO - Epoch [134][1960/2147] lr: 9.387e-02, eta: 5 days, 1:23:21, time: 1.446, data_time: 0.010, memory: 16628, top1_acc: 0.3982, top5_acc: 0.6433, loss_cls: 2.7245, loss: 2.7245, grad_norm: 2.1813 2021-01-24 12:01:16,916 - mmaction - INFO - Epoch [134][1980/2147] lr: 9.387e-02, eta: 5 days, 1:22:44, time: 1.448, data_time: 0.006, memory: 16628, top1_acc: 0.3875, top5_acc: 0.6487, loss_cls: 2.7445, loss: 2.7445, grad_norm: 2.2152 2021-01-24 12:01:53,726 - mmaction - INFO - Epoch [134][2000/2147] lr: 9.387e-02, eta: 5 days, 1:22:13, time: 1.835, data_time: 0.005, memory: 16628, top1_acc: 0.3853, top5_acc: 0.6384, loss_cls: 2.7649, loss: 2.7649, grad_norm: 2.1731 2021-01-24 12:02:22,884 - mmaction - INFO - Epoch [134][2020/2147] lr: 9.387e-02, eta: 5 days, 1:21:36, time: 1.461, data_time: 0.009, memory: 16628, top1_acc: 0.3902, top5_acc: 0.6478, loss_cls: 2.7488, loss: 2.7488, grad_norm: 2.1842 2021-01-24 12:02:52,245 - mmaction - INFO - Epoch [134][2040/2147] lr: 9.387e-02, eta: 5 days, 1:20:59, time: 1.468, data_time: 0.005, memory: 16628, top1_acc: 0.3911, top5_acc: 0.6491, loss_cls: 2.7499, loss: 2.7499, grad_norm: 2.1909 2021-01-24 12:03:22,750 - mmaction - INFO - Epoch [134][2060/2147] lr: 9.387e-02, eta: 5 days, 1:20:23, time: 1.528, data_time: 0.007, memory: 16628, top1_acc: 0.3911, top5_acc: 0.6286, loss_cls: 2.7862, loss: 2.7862, grad_norm: 2.1556 2021-01-24 12:03:51,919 - mmaction - INFO - Epoch [134][2080/2147] lr: 9.387e-02, eta: 5 days, 1:19:46, time: 1.456, data_time: 0.004, memory: 16628, top1_acc: 0.3933, top5_acc: 0.6424, loss_cls: 2.7291, loss: 2.7291, grad_norm: 2.2220 2021-01-24 12:04:23,762 - mmaction - INFO - Epoch [134][2100/2147] lr: 9.387e-02, eta: 5 days, 1:19:11, time: 1.587, data_time: 0.006, memory: 16628, top1_acc: 0.4071, top5_acc: 0.6491, loss_cls: 2.7078, loss: 2.7078, grad_norm: 2.1184 2021-01-24 12:04:53,130 - mmaction - INFO - Epoch [134][2120/2147] lr: 9.387e-02, eta: 5 days, 1:18:35, time: 1.476, data_time: 0.010, memory: 16628, top1_acc: 0.4161, top5_acc: 0.6589, loss_cls: 2.6265, loss: 2.6265, grad_norm: 2.1251 2021-01-24 12:05:24,737 - mmaction - INFO - Epoch [134][2140/2147] lr: 9.387e-02, eta: 5 days, 1:17:59, time: 1.571, data_time: 0.004, memory: 16628, top1_acc: 0.3763, top5_acc: 0.6228, loss_cls: 2.7955, loss: 2.7955, grad_norm: 2.2210 2021-01-24 12:10:34,933 - mmaction - INFO - Epoch [135][20/2147] lr: 9.264e-02, eta: 5 days, 1:20:51, time: 14.131, data_time: 12.545, memory: 16628, top1_acc: 0.4094, top5_acc: 0.6576, loss_cls: 2.6269, loss: 2.6269, grad_norm: 2.1188 2021-01-24 12:11:04,065 - mmaction - INFO - Epoch [135][40/2147] lr: 9.264e-02, eta: 5 days, 1:20:14, time: 1.456, data_time: 0.004, memory: 16628, top1_acc: 0.3772, top5_acc: 0.6299, loss_cls: 2.7632, loss: 2.7632, grad_norm: 2.1414 2021-01-24 12:11:45,733 - mmaction - INFO - Epoch [135][60/2147] lr: 9.264e-02, eta: 5 days, 1:19:47, time: 2.019, data_time: 0.005, memory: 16628, top1_acc: 0.3982, top5_acc: 0.6567, loss_cls: 2.7183, loss: 2.7183, grad_norm: 2.1348 2021-01-24 12:12:18,995 - mmaction - INFO - Epoch [135][80/2147] lr: 9.264e-02, eta: 5 days, 1:19:14, time: 1.728, data_time: 0.075, memory: 16628, top1_acc: 0.4098, top5_acc: 0.6638, loss_cls: 2.6404, loss: 2.6404, grad_norm: 2.1566 2021-01-24 12:12:48,492 - mmaction - INFO - Epoch [135][100/2147] lr: 9.264e-02, eta: 5 days, 1:18:37, time: 1.474, data_time: 0.009, memory: 16628, top1_acc: 0.4089, top5_acc: 0.6478, loss_cls: 2.6989, loss: 2.6989, grad_norm: 2.1835 2021-01-24 12:13:19,274 - mmaction - INFO - Epoch [135][120/2147] lr: 9.264e-02, eta: 5 days, 1:18:02, time: 1.537, data_time: 0.080, memory: 16628, top1_acc: 0.3933, top5_acc: 0.6429, loss_cls: 2.7219, loss: 2.7219, grad_norm: 2.2225 2021-01-24 12:13:48,181 - mmaction - INFO - Epoch [135][140/2147] lr: 9.264e-02, eta: 5 days, 1:17:24, time: 1.450, data_time: 0.011, memory: 16628, top1_acc: 0.4022, top5_acc: 0.6509, loss_cls: 2.6548, loss: 2.6548, grad_norm: 2.2003 2021-01-24 12:14:17,464 - mmaction - INFO - Epoch [135][160/2147] lr: 9.264e-02, eta: 5 days, 1:16:47, time: 1.460, data_time: 0.002, memory: 16628, top1_acc: 0.3884, top5_acc: 0.6513, loss_cls: 2.7403, loss: 2.7403, grad_norm: 2.2210 2021-01-24 12:14:48,091 - mmaction - INFO - Epoch [135][180/2147] lr: 9.264e-02, eta: 5 days, 1:16:11, time: 1.536, data_time: 0.007, memory: 16628, top1_acc: 0.3830, top5_acc: 0.6339, loss_cls: 2.7774, loss: 2.7774, grad_norm: 2.1716 2021-01-24 12:15:16,943 - mmaction - INFO - Epoch [135][200/2147] lr: 9.264e-02, eta: 5 days, 1:15:34, time: 1.442, data_time: 0.002, memory: 16628, top1_acc: 0.4196, top5_acc: 0.6696, loss_cls: 2.6068, loss: 2.6068, grad_norm: 2.1230 2021-01-24 12:15:48,277 - mmaction - INFO - Epoch [135][220/2147] lr: 9.264e-02, eta: 5 days, 1:14:59, time: 1.565, data_time: 0.002, memory: 16628, top1_acc: 0.4062, top5_acc: 0.6473, loss_cls: 2.6753, loss: 2.6753, grad_norm: 2.2322 2021-01-24 12:16:20,240 - mmaction - INFO - Epoch [135][240/2147] lr: 9.264e-02, eta: 5 days, 1:14:24, time: 1.599, data_time: 0.004, memory: 16628, top1_acc: 0.4094, top5_acc: 0.6638, loss_cls: 2.6831, loss: 2.6831, grad_norm: 2.2002 2021-01-24 12:16:49,312 - mmaction - INFO - Epoch [135][260/2147] lr: 9.264e-02, eta: 5 days, 1:13:47, time: 1.455, data_time: 0.005, memory: 16628, top1_acc: 0.4107, top5_acc: 0.6469, loss_cls: 2.6755, loss: 2.6755, grad_norm: 2.1356 2021-01-24 12:17:21,965 - mmaction - INFO - Epoch [135][280/2147] lr: 9.264e-02, eta: 5 days, 1:13:13, time: 1.629, data_time: 0.001, memory: 16628, top1_acc: 0.3906, top5_acc: 0.6567, loss_cls: 2.6964, loss: 2.6964, grad_norm: 2.2467 2021-01-24 12:17:51,350 - mmaction - INFO - Epoch [135][300/2147] lr: 9.264e-02, eta: 5 days, 1:12:36, time: 1.469, data_time: 0.009, memory: 16628, top1_acc: 0.3795, top5_acc: 0.6415, loss_cls: 2.7612, loss: 2.7612, grad_norm: 2.1632 2021-01-24 12:18:20,296 - mmaction - INFO - Epoch [135][320/2147] lr: 9.264e-02, eta: 5 days, 1:11:59, time: 1.451, data_time: 0.008, memory: 16628, top1_acc: 0.4071, top5_acc: 0.6531, loss_cls: 2.6868, loss: 2.6868, grad_norm: 2.1324 2021-01-24 12:18:50,517 - mmaction - INFO - Epoch [135][340/2147] lr: 9.264e-02, eta: 5 days, 1:11:22, time: 1.509, data_time: 0.004, memory: 16628, top1_acc: 0.4045, top5_acc: 0.6518, loss_cls: 2.7045, loss: 2.7045, grad_norm: 2.1763 2021-01-24 12:19:19,786 - mmaction - INFO - Epoch [135][360/2147] lr: 9.264e-02, eta: 5 days, 1:10:45, time: 1.462, data_time: 0.004, memory: 16628, top1_acc: 0.4237, top5_acc: 0.6594, loss_cls: 2.6149, loss: 2.6149, grad_norm: 2.1768 2021-01-24 12:19:48,584 - mmaction - INFO - Epoch [135][380/2147] lr: 9.264e-02, eta: 5 days, 1:10:08, time: 1.441, data_time: 0.004, memory: 16628, top1_acc: 0.4018, top5_acc: 0.6442, loss_cls: 2.6646, loss: 2.6646, grad_norm: 2.2292 2021-01-24 12:20:18,020 - mmaction - INFO - Epoch [135][400/2147] lr: 9.264e-02, eta: 5 days, 1:09:31, time: 1.472, data_time: 0.002, memory: 16628, top1_acc: 0.4125, top5_acc: 0.6464, loss_cls: 2.6521, loss: 2.6521, grad_norm: 2.1480 2021-01-24 12:20:49,204 - mmaction - INFO - Epoch [135][420/2147] lr: 9.264e-02, eta: 5 days, 1:08:56, time: 1.560, data_time: 0.004, memory: 16628, top1_acc: 0.3920, top5_acc: 0.6603, loss_cls: 2.6753, loss: 2.6753, grad_norm: 2.2164 2021-01-24 12:21:17,887 - mmaction - INFO - Epoch [135][440/2147] lr: 9.264e-02, eta: 5 days, 1:08:18, time: 1.431, data_time: 0.001, memory: 16628, top1_acc: 0.4018, top5_acc: 0.6438, loss_cls: 2.7186, loss: 2.7186, grad_norm: 2.1827 2021-01-24 12:21:49,989 - mmaction - INFO - Epoch [135][460/2147] lr: 9.264e-02, eta: 5 days, 1:07:43, time: 1.607, data_time: 0.005, memory: 16628, top1_acc: 0.3991, top5_acc: 0.6522, loss_cls: 2.6676, loss: 2.6676, grad_norm: 2.1421 2021-01-24 12:22:23,213 - mmaction - INFO - Epoch [135][480/2147] lr: 9.264e-02, eta: 5 days, 1:07:10, time: 1.658, data_time: 0.003, memory: 16628, top1_acc: 0.4080, top5_acc: 0.6554, loss_cls: 2.6116, loss: 2.6116, grad_norm: 2.1782 2021-01-24 12:22:55,579 - mmaction - INFO - Epoch [135][500/2147] lr: 9.264e-02, eta: 5 days, 1:06:36, time: 1.613, data_time: 0.006, memory: 16628, top1_acc: 0.3875, top5_acc: 0.6429, loss_cls: 2.7676, loss: 2.7676, grad_norm: 2.1985 2021-01-24 12:23:27,738 - mmaction - INFO - Epoch [135][520/2147] lr: 9.264e-02, eta: 5 days, 1:06:01, time: 1.614, data_time: 0.011, memory: 16628, top1_acc: 0.3835, top5_acc: 0.6384, loss_cls: 2.7126, loss: 2.7126, grad_norm: 2.2235 2021-01-24 12:23:58,647 - mmaction - INFO - Epoch [135][540/2147] lr: 9.264e-02, eta: 5 days, 1:05:26, time: 1.548, data_time: 0.007, memory: 16628, top1_acc: 0.4067, top5_acc: 0.6491, loss_cls: 2.7169, loss: 2.7169, grad_norm: 2.1420 2021-01-24 12:24:30,553 - mmaction - INFO - Epoch [135][560/2147] lr: 9.264e-02, eta: 5 days, 1:04:51, time: 1.593, data_time: 0.001, memory: 16628, top1_acc: 0.3906, top5_acc: 0.6420, loss_cls: 2.7428, loss: 2.7428, grad_norm: 2.1806 2021-01-24 12:24:59,712 - mmaction - INFO - Epoch [135][580/2147] lr: 9.264e-02, eta: 5 days, 1:04:14, time: 1.459, data_time: 0.012, memory: 16628, top1_acc: 0.4089, top5_acc: 0.6509, loss_cls: 2.6348, loss: 2.6348, grad_norm: 2.1536 2021-01-24 12:25:28,510 - mmaction - INFO - Epoch [135][600/2147] lr: 9.264e-02, eta: 5 days, 1:03:36, time: 1.440, data_time: 0.002, memory: 16628, top1_acc: 0.4058, top5_acc: 0.6536, loss_cls: 2.6520, loss: 2.6520, grad_norm: 2.2333 2021-01-24 12:25:58,076 - mmaction - INFO - Epoch [135][620/2147] lr: 9.264e-02, eta: 5 days, 1:03:00, time: 1.479, data_time: 0.002, memory: 16628, top1_acc: 0.3969, top5_acc: 0.6366, loss_cls: 2.7885, loss: 2.7885, grad_norm: 2.2240 2021-01-24 12:26:26,975 - mmaction - INFO - Epoch [135][640/2147] lr: 9.264e-02, eta: 5 days, 1:02:22, time: 1.444, data_time: 0.001, memory: 16628, top1_acc: 0.4036, top5_acc: 0.6616, loss_cls: 2.6653, loss: 2.6653, grad_norm: 2.1458 2021-01-24 12:26:56,954 - mmaction - INFO - Epoch [135][660/2147] lr: 9.264e-02, eta: 5 days, 1:01:46, time: 1.493, data_time: 0.005, memory: 16628, top1_acc: 0.4103, top5_acc: 0.6536, loss_cls: 2.6632, loss: 2.6632, grad_norm: 2.1667 2021-01-24 12:27:26,174 - mmaction - INFO - Epoch [135][680/2147] lr: 9.264e-02, eta: 5 days, 1:01:09, time: 1.466, data_time: 0.009, memory: 16628, top1_acc: 0.3911, top5_acc: 0.6478, loss_cls: 2.7055, loss: 2.7055, grad_norm: 2.1991 2021-01-24 12:27:57,569 - mmaction - INFO - Epoch [135][700/2147] lr: 9.264e-02, eta: 5 days, 1:00:34, time: 1.569, data_time: 0.006, memory: 16628, top1_acc: 0.3991, top5_acc: 0.6277, loss_cls: 2.7684, loss: 2.7684, grad_norm: 2.1719 2021-01-24 12:28:28,331 - mmaction - INFO - Epoch [135][720/2147] lr: 9.264e-02, eta: 5 days, 0:59:58, time: 1.539, data_time: 0.003, memory: 16628, top1_acc: 0.3705, top5_acc: 0.6433, loss_cls: 2.7682, loss: 2.7682, grad_norm: 2.1744 2021-01-24 12:28:58,123 - mmaction - INFO - Epoch [135][740/2147] lr: 9.264e-02, eta: 5 days, 0:59:21, time: 1.484, data_time: 0.005, memory: 16628, top1_acc: 0.3929, top5_acc: 0.6496, loss_cls: 2.7274, loss: 2.7274, grad_norm: 2.1723 2021-01-24 12:29:30,861 - mmaction - INFO - Epoch [135][760/2147] lr: 9.264e-02, eta: 5 days, 0:58:47, time: 1.635, data_time: 0.012, memory: 16628, top1_acc: 0.4045, top5_acc: 0.6580, loss_cls: 2.6853, loss: 2.6853, grad_norm: 2.1696 2021-01-24 12:30:00,486 - mmaction - INFO - Epoch [135][780/2147] lr: 9.264e-02, eta: 5 days, 0:58:11, time: 1.490, data_time: 0.012, memory: 16628, top1_acc: 0.4013, top5_acc: 0.6522, loss_cls: 2.6660, loss: 2.6660, grad_norm: 2.2087 2021-01-24 12:30:32,939 - mmaction - INFO - Epoch [135][800/2147] lr: 9.264e-02, eta: 5 days, 0:57:37, time: 1.623, data_time: 0.010, memory: 16628, top1_acc: 0.4045, top5_acc: 0.6571, loss_cls: 2.6951, loss: 2.6951, grad_norm: 2.1940 2021-01-24 12:31:03,402 - mmaction - INFO - Epoch [135][820/2147] lr: 9.264e-02, eta: 5 days, 0:57:01, time: 1.520, data_time: 0.003, memory: 16628, top1_acc: 0.3942, top5_acc: 0.6509, loss_cls: 2.6997, loss: 2.6997, grad_norm: 2.2222 2021-01-24 12:31:32,328 - mmaction - INFO - Epoch [135][840/2147] lr: 9.264e-02, eta: 5 days, 0:56:23, time: 1.446, data_time: 0.005, memory: 16628, top1_acc: 0.3893, top5_acc: 0.6246, loss_cls: 2.7888, loss: 2.7888, grad_norm: 2.2277 2021-01-24 12:32:07,691 - mmaction - INFO - Epoch [135][860/2147] lr: 9.264e-02, eta: 5 days, 0:55:52, time: 1.768, data_time: 0.065, memory: 16628, top1_acc: 0.4098, top5_acc: 0.6598, loss_cls: 2.6726, loss: 2.6726, grad_norm: 2.1759 2021-01-24 12:32:38,729 - mmaction - INFO - Epoch [135][880/2147] lr: 9.264e-02, eta: 5 days, 0:55:16, time: 1.549, data_time: 0.009, memory: 16628, top1_acc: 0.3848, top5_acc: 0.6290, loss_cls: 2.7785, loss: 2.7785, grad_norm: 2.1749 2021-01-24 12:33:09,553 - mmaction - INFO - Epoch [135][900/2147] lr: 9.264e-02, eta: 5 days, 0:54:41, time: 1.547, data_time: 0.011, memory: 16628, top1_acc: 0.3688, top5_acc: 0.6344, loss_cls: 2.7508, loss: 2.7508, grad_norm: 2.2226 2021-01-24 12:33:40,357 - mmaction - INFO - Epoch [135][920/2147] lr: 9.264e-02, eta: 5 days, 0:54:05, time: 1.538, data_time: 0.003, memory: 16628, top1_acc: 0.3902, top5_acc: 0.6500, loss_cls: 2.7187, loss: 2.7187, grad_norm: 2.2244 2021-01-24 12:34:09,910 - mmaction - INFO - Epoch [135][940/2147] lr: 9.264e-02, eta: 5 days, 0:53:28, time: 1.473, data_time: 0.010, memory: 16628, top1_acc: 0.4018, top5_acc: 0.6629, loss_cls: 2.6967, loss: 2.6967, grad_norm: 2.1961 2021-01-24 12:34:40,486 - mmaction - INFO - Epoch [135][960/2147] lr: 9.264e-02, eta: 5 days, 0:52:52, time: 1.536, data_time: 0.009, memory: 16628, top1_acc: 0.4018, top5_acc: 0.6531, loss_cls: 2.6619, loss: 2.6619, grad_norm: 2.1491 2021-01-24 12:35:12,050 - mmaction - INFO - Epoch [135][980/2147] lr: 9.264e-02, eta: 5 days, 0:52:17, time: 1.570, data_time: 0.011, memory: 16628, top1_acc: 0.3897, top5_acc: 0.6500, loss_cls: 2.7347, loss: 2.7347, grad_norm: 2.2632 2021-01-24 12:35:42,235 - mmaction - INFO - Epoch [135][1000/2147] lr: 9.264e-02, eta: 5 days, 0:51:41, time: 1.512, data_time: 0.009, memory: 16628, top1_acc: 0.3875, top5_acc: 0.6393, loss_cls: 2.7502, loss: 2.7502, grad_norm: 2.2396 2021-01-24 12:36:13,159 - mmaction - INFO - Epoch [135][1020/2147] lr: 9.264e-02, eta: 5 days, 0:51:06, time: 1.549, data_time: 0.006, memory: 16628, top1_acc: 0.3821, top5_acc: 0.6433, loss_cls: 2.7386, loss: 2.7386, grad_norm: 2.1619 2021-01-24 12:36:52,192 - mmaction - INFO - Epoch [135][1040/2147] lr: 9.264e-02, eta: 5 days, 0:50:37, time: 1.945, data_time: 0.005, memory: 16628, top1_acc: 0.4000, top5_acc: 0.6384, loss_cls: 2.7427, loss: 2.7427, grad_norm: 2.1347 2021-01-24 12:37:27,081 - mmaction - INFO - Epoch [135][1060/2147] lr: 9.264e-02, eta: 5 days, 0:50:05, time: 1.750, data_time: 0.010, memory: 16628, top1_acc: 0.3951, top5_acc: 0.6594, loss_cls: 2.6959, loss: 2.6959, grad_norm: 2.2317 2021-01-24 12:37:57,282 - mmaction - INFO - Epoch [135][1080/2147] lr: 9.264e-02, eta: 5 days, 0:49:29, time: 1.512, data_time: 0.008, memory: 16628, top1_acc: 0.4192, top5_acc: 0.6594, loss_cls: 2.6639, loss: 2.6639, grad_norm: 2.1937 2021-01-24 12:38:26,133 - mmaction - INFO - Epoch [135][1100/2147] lr: 9.264e-02, eta: 5 days, 0:48:52, time: 1.443, data_time: 0.003, memory: 16628, top1_acc: 0.3933, top5_acc: 0.6451, loss_cls: 2.7022, loss: 2.7022, grad_norm: 2.1765 2021-01-24 12:38:55,040 - mmaction - INFO - Epoch [135][1120/2147] lr: 9.264e-02, eta: 5 days, 0:48:15, time: 1.446, data_time: 0.002, memory: 16628, top1_acc: 0.3808, top5_acc: 0.6402, loss_cls: 2.7733, loss: 2.7733, grad_norm: 2.2461 2021-01-24 12:39:25,872 - mmaction - INFO - Epoch [135][1140/2147] lr: 9.264e-02, eta: 5 days, 0:47:39, time: 1.542, data_time: 0.004, memory: 16628, top1_acc: 0.4004, top5_acc: 0.6442, loss_cls: 2.7459, loss: 2.7459, grad_norm: 2.2650 2021-01-24 12:39:55,289 - mmaction - INFO - Epoch [135][1160/2147] lr: 9.264e-02, eta: 5 days, 0:47:02, time: 1.471, data_time: 0.000, memory: 16628, top1_acc: 0.4045, top5_acc: 0.6567, loss_cls: 2.7169, loss: 2.7169, grad_norm: 2.1466 2021-01-24 12:40:26,003 - mmaction - INFO - Epoch [135][1180/2147] lr: 9.264e-02, eta: 5 days, 0:46:26, time: 1.536, data_time: 0.005, memory: 16628, top1_acc: 0.3884, top5_acc: 0.6545, loss_cls: 2.7020, loss: 2.7020, grad_norm: 2.2208 2021-01-24 12:40:56,910 - mmaction - INFO - Epoch [135][1200/2147] lr: 9.264e-02, eta: 5 days, 0:45:51, time: 1.542, data_time: 0.004, memory: 16628, top1_acc: 0.3929, top5_acc: 0.6388, loss_cls: 2.7183, loss: 2.7183, grad_norm: 2.2365 2021-01-24 12:41:28,135 - mmaction - INFO - Epoch [135][1220/2147] lr: 9.264e-02, eta: 5 days, 0:45:15, time: 1.562, data_time: 0.006, memory: 16628, top1_acc: 0.3920, top5_acc: 0.6460, loss_cls: 2.6889, loss: 2.6889, grad_norm: 2.1879 2021-01-24 12:42:02,202 - mmaction - INFO - Epoch [135][1240/2147] lr: 9.264e-02, eta: 5 days, 0:44:43, time: 1.703, data_time: 0.003, memory: 16628, top1_acc: 0.3991, top5_acc: 0.6406, loss_cls: 2.7125, loss: 2.7125, grad_norm: 2.2018 2021-01-24 12:42:31,680 - mmaction - INFO - Epoch [135][1260/2147] lr: 9.264e-02, eta: 5 days, 0:44:06, time: 1.476, data_time: 0.005, memory: 16628, top1_acc: 0.3942, top5_acc: 0.6496, loss_cls: 2.7147, loss: 2.7147, grad_norm: 2.2604 2021-01-24 12:43:02,093 - mmaction - INFO - Epoch [135][1280/2147] lr: 9.264e-02, eta: 5 days, 0:43:30, time: 1.517, data_time: 0.009, memory: 16628, top1_acc: 0.4054, top5_acc: 0.6585, loss_cls: 2.6538, loss: 2.6538, grad_norm: 2.2204 2021-01-24 12:43:31,847 - mmaction - INFO - Epoch [135][1300/2147] lr: 9.264e-02, eta: 5 days, 0:42:53, time: 1.491, data_time: 0.007, memory: 16628, top1_acc: 0.4031, top5_acc: 0.6562, loss_cls: 2.6669, loss: 2.6669, grad_norm: 2.1859 2021-01-24 12:44:01,275 - mmaction - INFO - Epoch [135][1320/2147] lr: 9.264e-02, eta: 5 days, 0:42:16, time: 1.472, data_time: 0.003, memory: 16628, top1_acc: 0.4040, top5_acc: 0.6531, loss_cls: 2.6706, loss: 2.6706, grad_norm: 2.1997 2021-01-24 12:44:31,785 - mmaction - INFO - Epoch [135][1340/2147] lr: 9.264e-02, eta: 5 days, 0:41:40, time: 1.521, data_time: 0.002, memory: 16628, top1_acc: 0.3893, top5_acc: 0.6420, loss_cls: 2.7212, loss: 2.7212, grad_norm: 2.2364 2021-01-24 12:45:01,583 - mmaction - INFO - Epoch [135][1360/2147] lr: 9.264e-02, eta: 5 days, 0:41:04, time: 1.490, data_time: 0.009, memory: 16628, top1_acc: 0.4062, top5_acc: 0.6540, loss_cls: 2.6920, loss: 2.6920, grad_norm: 2.2490 2021-01-24 12:45:33,458 - mmaction - INFO - Epoch [135][1380/2147] lr: 9.264e-02, eta: 5 days, 0:40:29, time: 1.594, data_time: 0.010, memory: 16628, top1_acc: 0.3951, top5_acc: 0.6272, loss_cls: 2.7658, loss: 2.7658, grad_norm: 2.1950 2021-01-24 12:46:07,013 - mmaction - INFO - Epoch [135][1400/2147] lr: 9.264e-02, eta: 5 days, 0:39:56, time: 1.678, data_time: 0.006, memory: 16628, top1_acc: 0.4013, top5_acc: 0.6513, loss_cls: 2.6906, loss: 2.6906, grad_norm: 2.2026 2021-01-24 12:46:44,506 - mmaction - INFO - Epoch [135][1420/2147] lr: 9.264e-02, eta: 5 days, 0:39:26, time: 1.851, data_time: 0.004, memory: 16628, top1_acc: 0.3857, top5_acc: 0.6500, loss_cls: 2.7329, loss: 2.7329, grad_norm: 2.2466 2021-01-24 12:47:15,150 - mmaction - INFO - Epoch [135][1440/2147] lr: 9.264e-02, eta: 5 days, 0:38:51, time: 1.557, data_time: 0.033, memory: 16628, top1_acc: 0.3808, top5_acc: 0.6402, loss_cls: 2.7848, loss: 2.7848, grad_norm: 2.2302 2021-01-24 12:47:43,886 - mmaction - INFO - Epoch [135][1460/2147] lr: 9.264e-02, eta: 5 days, 0:38:13, time: 1.437, data_time: 0.009, memory: 16628, top1_acc: 0.4054, top5_acc: 0.6491, loss_cls: 2.7048, loss: 2.7048, grad_norm: 2.1963 2021-01-24 12:48:13,034 - mmaction - INFO - Epoch [135][1480/2147] lr: 9.264e-02, eta: 5 days, 0:37:36, time: 1.456, data_time: 0.009, memory: 16628, top1_acc: 0.3656, top5_acc: 0.6246, loss_cls: 2.8242, loss: 2.8242, grad_norm: 2.1675 2021-01-24 12:48:42,510 - mmaction - INFO - Epoch [135][1500/2147] lr: 9.264e-02, eta: 5 days, 0:36:59, time: 1.474, data_time: 0.007, memory: 16628, top1_acc: 0.3879, top5_acc: 0.6487, loss_cls: 2.7350, loss: 2.7350, grad_norm: 2.1758 2021-01-24 12:49:13,020 - mmaction - INFO - Epoch [135][1520/2147] lr: 9.264e-02, eta: 5 days, 0:36:23, time: 1.524, data_time: 0.004, memory: 16628, top1_acc: 0.3862, top5_acc: 0.6576, loss_cls: 2.7255, loss: 2.7255, grad_norm: 2.2035 2021-01-24 12:49:43,681 - mmaction - INFO - Epoch [135][1540/2147] lr: 9.264e-02, eta: 5 days, 0:35:48, time: 1.532, data_time: 0.015, memory: 16628, top1_acc: 0.3871, top5_acc: 0.6353, loss_cls: 2.7671, loss: 2.7671, grad_norm: 2.1727 2021-01-24 12:50:16,044 - mmaction - INFO - Epoch [135][1560/2147] lr: 9.264e-02, eta: 5 days, 0:35:13, time: 1.623, data_time: 0.011, memory: 16628, top1_acc: 0.3929, top5_acc: 0.6562, loss_cls: 2.6660, loss: 2.6660, grad_norm: 2.2045 2021-01-24 12:50:45,433 - mmaction - INFO - Epoch [135][1580/2147] lr: 9.264e-02, eta: 5 days, 0:34:36, time: 1.469, data_time: 0.002, memory: 16628, top1_acc: 0.3924, top5_acc: 0.6371, loss_cls: 2.7911, loss: 2.7911, grad_norm: 2.2411 2021-01-24 12:51:15,699 - mmaction - INFO - Epoch [135][1600/2147] lr: 9.264e-02, eta: 5 days, 0:34:00, time: 1.513, data_time: 0.003, memory: 16628, top1_acc: 0.4205, top5_acc: 0.6647, loss_cls: 2.6076, loss: 2.6076, grad_norm: 2.1641 2021-01-24 12:51:49,142 - mmaction - INFO - Epoch [135][1620/2147] lr: 9.264e-02, eta: 5 days, 0:33:27, time: 1.671, data_time: 0.009, memory: 16628, top1_acc: 0.3866, top5_acc: 0.6295, loss_cls: 2.7849, loss: 2.7849, grad_norm: 2.1853 2021-01-24 12:52:18,118 - mmaction - INFO - Epoch [135][1640/2147] lr: 9.264e-02, eta: 5 days, 0:32:50, time: 1.450, data_time: 0.005, memory: 16628, top1_acc: 0.3902, top5_acc: 0.6321, loss_cls: 2.8078, loss: 2.8078, grad_norm: 2.1583 2021-01-24 12:52:48,795 - mmaction - INFO - Epoch [135][1660/2147] lr: 9.264e-02, eta: 5 days, 0:32:14, time: 1.535, data_time: 0.003, memory: 16628, top1_acc: 0.3951, top5_acc: 0.6527, loss_cls: 2.6972, loss: 2.6972, grad_norm: 2.2031 2021-01-24 12:53:19,388 - mmaction - INFO - Epoch [135][1680/2147] lr: 9.264e-02, eta: 5 days, 0:31:38, time: 1.528, data_time: 0.004, memory: 16628, top1_acc: 0.4000, top5_acc: 0.6562, loss_cls: 2.6743, loss: 2.6743, grad_norm: 2.2085 2021-01-24 12:53:48,126 - mmaction - INFO - Epoch [135][1700/2147] lr: 9.264e-02, eta: 5 days, 0:31:01, time: 1.438, data_time: 0.002, memory: 16628, top1_acc: 0.4031, top5_acc: 0.6518, loss_cls: 2.6742, loss: 2.6742, grad_norm: 2.2347 2021-01-24 12:54:17,995 - mmaction - INFO - Epoch [135][1720/2147] lr: 9.264e-02, eta: 5 days, 0:30:24, time: 1.491, data_time: 0.005, memory: 16628, top1_acc: 0.3866, top5_acc: 0.6357, loss_cls: 2.7953, loss: 2.7953, grad_norm: 2.2994 2021-01-24 12:54:50,193 - mmaction - INFO - Epoch [135][1740/2147] lr: 9.264e-02, eta: 5 days, 0:29:50, time: 1.613, data_time: 0.012, memory: 16628, top1_acc: 0.4134, top5_acc: 0.6576, loss_cls: 2.6933, loss: 2.6933, grad_norm: 2.2086 2021-01-24 12:55:19,428 - mmaction - INFO - Epoch [135][1760/2147] lr: 9.264e-02, eta: 5 days, 0:29:13, time: 1.462, data_time: 0.004, memory: 16628, top1_acc: 0.3902, top5_acc: 0.6518, loss_cls: 2.7011, loss: 2.7011, grad_norm: 2.1909 2021-01-24 12:55:48,439 - mmaction - INFO - Epoch [135][1780/2147] lr: 9.264e-02, eta: 5 days, 0:28:36, time: 1.449, data_time: 0.003, memory: 16628, top1_acc: 0.4205, top5_acc: 0.6442, loss_cls: 2.6799, loss: 2.6799, grad_norm: 2.1748 2021-01-24 12:56:17,408 - mmaction - INFO - Epoch [135][1800/2147] lr: 9.264e-02, eta: 5 days, 0:27:58, time: 1.449, data_time: 0.010, memory: 16628, top1_acc: 0.3790, top5_acc: 0.6237, loss_cls: 2.8263, loss: 2.8263, grad_norm: 2.1958 2021-01-24 12:56:48,692 - mmaction - INFO - Epoch [135][1820/2147] lr: 9.264e-02, eta: 5 days, 0:27:23, time: 1.562, data_time: 0.087, memory: 16628, top1_acc: 0.3960, top5_acc: 0.6460, loss_cls: 2.6570, loss: 2.6570, grad_norm: 2.2144 2021-01-24 12:57:19,076 - mmaction - INFO - Epoch [135][1840/2147] lr: 9.264e-02, eta: 5 days, 0:26:47, time: 1.522, data_time: 0.005, memory: 16628, top1_acc: 0.3835, top5_acc: 0.6179, loss_cls: 2.8133, loss: 2.8133, grad_norm: 2.2775 2021-01-24 12:57:47,953 - mmaction - INFO - Epoch [135][1860/2147] lr: 9.264e-02, eta: 5 days, 0:26:10, time: 1.441, data_time: 0.003, memory: 16628, top1_acc: 0.3996, top5_acc: 0.6576, loss_cls: 2.6750, loss: 2.6750, grad_norm: 2.1855 2021-01-24 12:58:16,828 - mmaction - INFO - Epoch [135][1880/2147] lr: 9.264e-02, eta: 5 days, 0:25:32, time: 1.445, data_time: 0.008, memory: 16628, top1_acc: 0.3839, top5_acc: 0.6473, loss_cls: 2.7294, loss: 2.7294, grad_norm: 2.1786 2021-01-24 12:58:46,265 - mmaction - INFO - Epoch [135][1900/2147] lr: 9.264e-02, eta: 5 days, 0:24:56, time: 1.472, data_time: 0.011, memory: 16628, top1_acc: 0.3902, top5_acc: 0.6348, loss_cls: 2.8069, loss: 2.8069, grad_norm: 2.2386 2021-01-24 12:59:15,346 - mmaction - INFO - Epoch [135][1920/2147] lr: 9.264e-02, eta: 5 days, 0:24:18, time: 1.452, data_time: 0.004, memory: 16628, top1_acc: 0.3804, top5_acc: 0.6420, loss_cls: 2.7493, loss: 2.7493, grad_norm: 2.1883 2021-01-24 12:59:44,997 - mmaction - INFO - Epoch [135][1940/2147] lr: 9.264e-02, eta: 5 days, 0:23:42, time: 1.482, data_time: 0.007, memory: 16628, top1_acc: 0.3911, top5_acc: 0.6496, loss_cls: 2.7009, loss: 2.7009, grad_norm: 2.2278 2021-01-24 13:00:15,846 - mmaction - INFO - Epoch [135][1960/2147] lr: 9.264e-02, eta: 5 days, 0:23:06, time: 1.545, data_time: 0.006, memory: 16628, top1_acc: 0.3871, top5_acc: 0.6424, loss_cls: 2.7239, loss: 2.7239, grad_norm: 2.1788 2021-01-24 13:00:45,898 - mmaction - INFO - Epoch [135][1980/2147] lr: 9.264e-02, eta: 5 days, 0:22:30, time: 1.503, data_time: 0.002, memory: 16628, top1_acc: 0.3946, top5_acc: 0.6504, loss_cls: 2.6904, loss: 2.6904, grad_norm: 2.1434 2021-01-24 13:01:18,103 - mmaction - INFO - Epoch [135][2000/2147] lr: 9.264e-02, eta: 5 days, 0:21:56, time: 1.609, data_time: 0.001, memory: 16628, top1_acc: 0.3893, top5_acc: 0.6522, loss_cls: 2.7039, loss: 2.7039, grad_norm: 2.1947 2021-01-24 13:01:48,709 - mmaction - INFO - Epoch [135][2020/2147] lr: 9.264e-02, eta: 5 days, 0:21:20, time: 1.530, data_time: 0.005, memory: 16628, top1_acc: 0.4018, top5_acc: 0.6433, loss_cls: 2.7013, loss: 2.7013, grad_norm: 2.1821 2021-01-24 13:02:19,104 - mmaction - INFO - Epoch [135][2040/2147] lr: 9.264e-02, eta: 5 days, 0:20:44, time: 1.519, data_time: 0.006, memory: 16628, top1_acc: 0.4121, top5_acc: 0.6522, loss_cls: 2.6772, loss: 2.6772, grad_norm: 2.1722 2021-01-24 13:02:49,841 - mmaction - INFO - Epoch [135][2060/2147] lr: 9.264e-02, eta: 5 days, 0:20:08, time: 1.539, data_time: 0.007, memory: 16628, top1_acc: 0.4129, top5_acc: 0.6580, loss_cls: 2.6915, loss: 2.6915, grad_norm: 2.1900 2021-01-24 13:03:20,743 - mmaction - INFO - Epoch [135][2080/2147] lr: 9.264e-02, eta: 5 days, 0:19:33, time: 1.542, data_time: 0.003, memory: 16628, top1_acc: 0.3933, top5_acc: 0.6357, loss_cls: 2.7439, loss: 2.7439, grad_norm: 2.1724 2021-01-24 13:03:52,893 - mmaction - INFO - Epoch [135][2100/2147] lr: 9.264e-02, eta: 5 days, 0:18:58, time: 1.611, data_time: 0.008, memory: 16628, top1_acc: 0.4165, top5_acc: 0.6777, loss_cls: 2.5756, loss: 2.5756, grad_norm: 2.1746 2021-01-24 13:04:23,108 - mmaction - INFO - Epoch [135][2120/2147] lr: 9.264e-02, eta: 5 days, 0:18:22, time: 1.509, data_time: 0.006, memory: 16628, top1_acc: 0.3772, top5_acc: 0.6375, loss_cls: 2.7846, loss: 2.7846, grad_norm: 2.2347 2021-01-24 13:04:55,969 - mmaction - INFO - Epoch [135][2140/2147] lr: 9.264e-02, eta: 5 days, 0:17:48, time: 1.638, data_time: 0.005, memory: 16628, top1_acc: 0.3781, top5_acc: 0.6375, loss_cls: 2.7965, loss: 2.7965, grad_norm: 2.1447 2021-01-24 13:23:06,984 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-24 13:23:07,759 - mmaction - INFO - top1_acc 0.4589 top5_acc 0.7267 2021-01-24 13:23:07,759 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-24 13:23:07,813 - mmaction - INFO - mean_acc 0.4589 2021-01-24 13:23:07,814 - mmaction - INFO - Now best checkpoint is epoch_135.pth 2021-01-24 13:23:07,823 - mmaction - INFO - Epoch(val) [135][2147] top1_acc: 0.4589, top5_acc: 0.7267, mean_class_accuracy: 0.4589 2021-01-24 13:27:43,203 - mmaction - INFO - Epoch [136][20/2147] lr: 9.142e-02, eta: 5 days, 0:20:30, time: 13.767, data_time: 12.195, memory: 16628, top1_acc: 0.4013, top5_acc: 0.6527, loss_cls: 2.6798, loss: 2.6798, grad_norm: 2.1627 2021-01-24 13:28:14,735 - mmaction - INFO - Epoch [136][40/2147] lr: 9.142e-02, eta: 5 days, 0:19:55, time: 1.577, data_time: 0.003, memory: 16628, top1_acc: 0.3937, top5_acc: 0.6670, loss_cls: 2.6693, loss: 2.6693, grad_norm: 2.2134 2021-01-24 13:28:46,258 - mmaction - INFO - Epoch [136][60/2147] lr: 9.142e-02, eta: 5 days, 0:19:20, time: 1.575, data_time: 0.004, memory: 16628, top1_acc: 0.4165, top5_acc: 0.6554, loss_cls: 2.6739, loss: 2.6739, grad_norm: 2.1612 2021-01-24 13:29:15,806 - mmaction - INFO - Epoch [136][80/2147] lr: 9.142e-02, eta: 5 days, 0:18:43, time: 1.475, data_time: 0.003, memory: 16628, top1_acc: 0.3969, top5_acc: 0.6455, loss_cls: 2.6962, loss: 2.6962, grad_norm: 2.2194 2021-01-24 13:29:46,661 - mmaction - INFO - Epoch [136][100/2147] lr: 9.142e-02, eta: 5 days, 0:18:07, time: 1.543, data_time: 0.005, memory: 16628, top1_acc: 0.4062, top5_acc: 0.6571, loss_cls: 2.6484, loss: 2.6484, grad_norm: 2.1900 2021-01-24 13:30:15,619 - mmaction - INFO - Epoch [136][120/2147] lr: 9.142e-02, eta: 5 days, 0:17:30, time: 1.445, data_time: 0.006, memory: 16628, top1_acc: 0.4027, top5_acc: 0.6509, loss_cls: 2.7192, loss: 2.7192, grad_norm: 2.2165 2021-01-24 13:30:44,861 - mmaction - INFO - Epoch [136][140/2147] lr: 9.142e-02, eta: 5 days, 0:16:53, time: 1.469, data_time: 0.009, memory: 16628, top1_acc: 0.3996, top5_acc: 0.6504, loss_cls: 2.7219, loss: 2.7219, grad_norm: 2.1629 2021-01-24 13:31:13,499 - mmaction - INFO - Epoch [136][160/2147] lr: 9.142e-02, eta: 5 days, 0:16:15, time: 1.429, data_time: 0.002, memory: 16628, top1_acc: 0.4228, top5_acc: 0.6683, loss_cls: 2.6062, loss: 2.6062, grad_norm: 2.1657 2021-01-24 13:31:44,324 - mmaction - INFO - Epoch [136][180/2147] lr: 9.142e-02, eta: 5 days, 0:15:39, time: 1.522, data_time: 0.010, memory: 16628, top1_acc: 0.4018, top5_acc: 0.6509, loss_cls: 2.6712, loss: 2.6712, grad_norm: 2.2073 2021-01-24 13:32:14,860 - mmaction - INFO - Epoch [136][200/2147] lr: 9.142e-02, eta: 5 days, 0:15:04, time: 1.548, data_time: 0.023, memory: 16628, top1_acc: 0.4219, top5_acc: 0.6746, loss_cls: 2.5543, loss: 2.5543, grad_norm: 2.1434 2021-01-24 13:32:45,428 - mmaction - INFO - Epoch [136][220/2147] lr: 9.142e-02, eta: 5 days, 0:14:28, time: 1.528, data_time: 0.005, memory: 16628, top1_acc: 0.3924, top5_acc: 0.6451, loss_cls: 2.6844, loss: 2.6844, grad_norm: 2.1796 2021-01-24 13:33:16,125 - mmaction - INFO - Epoch [136][240/2147] lr: 9.142e-02, eta: 5 days, 0:13:52, time: 1.532, data_time: 0.002, memory: 16628, top1_acc: 0.3978, top5_acc: 0.6540, loss_cls: 2.6571, loss: 2.6571, grad_norm: 2.2201 2021-01-24 13:33:45,746 - mmaction - INFO - Epoch [136][260/2147] lr: 9.142e-02, eta: 5 days, 0:13:16, time: 1.485, data_time: 0.006, memory: 16628, top1_acc: 0.3826, top5_acc: 0.6446, loss_cls: 2.7647, loss: 2.7647, grad_norm: 2.2468 2021-01-24 13:34:15,020 - mmaction - INFO - Epoch [136][280/2147] lr: 9.142e-02, eta: 5 days, 0:12:39, time: 1.462, data_time: 0.002, memory: 16628, top1_acc: 0.4187, top5_acc: 0.6670, loss_cls: 2.5967, loss: 2.5967, grad_norm: 2.1636 2021-01-24 13:34:44,190 - mmaction - INFO - Epoch [136][300/2147] lr: 9.142e-02, eta: 5 days, 0:12:01, time: 1.458, data_time: 0.007, memory: 16628, top1_acc: 0.3978, top5_acc: 0.6647, loss_cls: 2.6251, loss: 2.6251, grad_norm: 2.1842 2021-01-24 13:35:13,178 - mmaction - INFO - Epoch [136][320/2147] lr: 9.142e-02, eta: 5 days, 0:11:24, time: 1.452, data_time: 0.009, memory: 16628, top1_acc: 0.3821, top5_acc: 0.6384, loss_cls: 2.7343, loss: 2.7343, grad_norm: 2.2479 2021-01-24 13:35:42,280 - mmaction - INFO - Epoch [136][340/2147] lr: 9.142e-02, eta: 5 days, 0:10:47, time: 1.452, data_time: 0.004, memory: 16628, top1_acc: 0.4027, top5_acc: 0.6522, loss_cls: 2.6666, loss: 2.6666, grad_norm: 2.1901 2021-01-24 13:36:11,923 - mmaction - INFO - Epoch [136][360/2147] lr: 9.142e-02, eta: 5 days, 0:10:10, time: 1.479, data_time: 0.006, memory: 16628, top1_acc: 0.3942, top5_acc: 0.6598, loss_cls: 2.6547, loss: 2.6547, grad_norm: 2.2146 2021-01-24 13:36:41,966 - mmaction - INFO - Epoch [136][380/2147] lr: 9.142e-02, eta: 5 days, 0:09:34, time: 1.508, data_time: 0.010, memory: 16628, top1_acc: 0.4188, top5_acc: 0.6554, loss_cls: 2.6695, loss: 2.6695, grad_norm: 2.1371 2021-01-24 13:37:11,452 - mmaction - INFO - Epoch [136][400/2147] lr: 9.142e-02, eta: 5 days, 0:08:57, time: 1.474, data_time: 0.002, memory: 16628, top1_acc: 0.3969, top5_acc: 0.6522, loss_cls: 2.7281, loss: 2.7281, grad_norm: 2.1481 2021-01-24 13:37:43,497 - mmaction - INFO - Epoch [136][420/2147] lr: 9.142e-02, eta: 5 days, 0:08:23, time: 1.596, data_time: 0.003, memory: 16628, top1_acc: 0.4040, top5_acc: 0.6558, loss_cls: 2.6740, loss: 2.6740, grad_norm: 2.1422 2021-01-24 13:38:12,378 - mmaction - INFO - Epoch [136][440/2147] lr: 9.142e-02, eta: 5 days, 0:07:45, time: 1.447, data_time: 0.008, memory: 16628, top1_acc: 0.3978, top5_acc: 0.6500, loss_cls: 2.7167, loss: 2.7167, grad_norm: 2.1817 2021-01-24 13:38:41,483 - mmaction - INFO - Epoch [136][460/2147] lr: 9.142e-02, eta: 5 days, 0:07:08, time: 1.457, data_time: 0.011, memory: 16628, top1_acc: 0.4027, top5_acc: 0.6500, loss_cls: 2.6965, loss: 2.6965, grad_norm: 2.1978 2021-01-24 13:39:10,275 - mmaction - INFO - Epoch [136][480/2147] lr: 9.142e-02, eta: 5 days, 0:06:31, time: 1.439, data_time: 0.004, memory: 16628, top1_acc: 0.4058, top5_acc: 0.6415, loss_cls: 2.6854, loss: 2.6854, grad_norm: 2.1616 2021-01-24 13:39:39,953 - mmaction - INFO - Epoch [136][500/2147] lr: 9.142e-02, eta: 5 days, 0:05:54, time: 1.482, data_time: 0.008, memory: 16628, top1_acc: 0.3920, top5_acc: 0.6469, loss_cls: 2.6923, loss: 2.6923, grad_norm: 2.1466 2021-01-24 13:40:10,696 - mmaction - INFO - Epoch [136][520/2147] lr: 9.142e-02, eta: 5 days, 0:05:19, time: 1.541, data_time: 0.006, memory: 16628, top1_acc: 0.4161, top5_acc: 0.6656, loss_cls: 2.5942, loss: 2.5942, grad_norm: 2.1785 2021-01-24 13:40:41,231 - mmaction - INFO - Epoch [136][540/2147] lr: 9.142e-02, eta: 5 days, 0:04:43, time: 1.525, data_time: 0.011, memory: 16628, top1_acc: 0.4004, top5_acc: 0.6612, loss_cls: 2.6341, loss: 2.6341, grad_norm: 2.2462 2021-01-24 13:41:10,004 - mmaction - INFO - Epoch [136][560/2147] lr: 9.142e-02, eta: 5 days, 0:04:05, time: 1.439, data_time: 0.006, memory: 16628, top1_acc: 0.4054, top5_acc: 0.6531, loss_cls: 2.6859, loss: 2.6859, grad_norm: 2.2298 2021-01-24 13:41:39,102 - mmaction - INFO - Epoch [136][580/2147] lr: 9.142e-02, eta: 5 days, 0:03:28, time: 1.457, data_time: 0.007, memory: 16628, top1_acc: 0.3973, top5_acc: 0.6437, loss_cls: 2.7072, loss: 2.7072, grad_norm: 2.1897 2021-01-24 13:42:11,516 - mmaction - INFO - Epoch [136][600/2147] lr: 9.142e-02, eta: 5 days, 0:02:54, time: 1.620, data_time: 0.002, memory: 16628, top1_acc: 0.3960, top5_acc: 0.6598, loss_cls: 2.6819, loss: 2.6819, grad_norm: 2.1569 2021-01-24 13:42:40,671 - mmaction - INFO - Epoch [136][620/2147] lr: 9.142e-02, eta: 5 days, 0:02:17, time: 1.455, data_time: 0.003, memory: 16628, top1_acc: 0.4076, top5_acc: 0.6621, loss_cls: 2.6683, loss: 2.6683, grad_norm: 2.1999 2021-01-24 13:43:09,163 - mmaction - INFO - Epoch [136][640/2147] lr: 9.142e-02, eta: 5 days, 0:01:39, time: 1.426, data_time: 0.006, memory: 16628, top1_acc: 0.3978, top5_acc: 0.6509, loss_cls: 2.7333, loss: 2.7333, grad_norm: 2.1974 2021-01-24 13:43:39,766 - mmaction - INFO - Epoch [136][660/2147] lr: 9.142e-02, eta: 5 days, 0:01:03, time: 1.529, data_time: 0.003, memory: 16628, top1_acc: 0.3982, top5_acc: 0.6469, loss_cls: 2.6703, loss: 2.6703, grad_norm: 2.1705 2021-01-24 13:44:10,310 - mmaction - INFO - Epoch [136][680/2147] lr: 9.142e-02, eta: 5 days, 0:00:28, time: 1.528, data_time: 0.006, memory: 16628, top1_acc: 0.3915, top5_acc: 0.6478, loss_cls: 2.7000, loss: 2.7000, grad_norm: 2.2288 2021-01-24 13:44:39,098 - mmaction - INFO - Epoch [136][700/2147] lr: 9.142e-02, eta: 4 days, 23:59:50, time: 1.440, data_time: 0.005, memory: 16628, top1_acc: 0.3790, top5_acc: 0.6335, loss_cls: 2.8002, loss: 2.8002, grad_norm: 2.2386 2021-01-24 13:45:08,118 - mmaction - INFO - Epoch [136][720/2147] lr: 9.142e-02, eta: 4 days, 23:59:13, time: 1.449, data_time: 0.003, memory: 16628, top1_acc: 0.4116, top5_acc: 0.6482, loss_cls: 2.7032, loss: 2.7032, grad_norm: 2.2158 2021-01-24 13:45:38,939 - mmaction - INFO - Epoch [136][740/2147] lr: 9.142e-02, eta: 4 days, 23:58:37, time: 1.536, data_time: 0.010, memory: 16628, top1_acc: 0.3737, top5_acc: 0.6326, loss_cls: 2.8172, loss: 2.8172, grad_norm: 2.2352 2021-01-24 13:46:10,334 - mmaction - INFO - Epoch [136][760/2147] lr: 9.142e-02, eta: 4 days, 23:58:02, time: 1.579, data_time: 0.015, memory: 16628, top1_acc: 0.3875, top5_acc: 0.6469, loss_cls: 2.7379, loss: 2.7379, grad_norm: 2.2713 2021-01-24 13:46:45,996 - mmaction - INFO - Epoch [136][780/2147] lr: 9.142e-02, eta: 4 days, 23:57:31, time: 1.777, data_time: 0.004, memory: 16628, top1_acc: 0.4036, top5_acc: 0.6527, loss_cls: 2.6790, loss: 2.6790, grad_norm: 2.1866 2021-01-24 13:47:16,593 - mmaction - INFO - Epoch [136][800/2147] lr: 9.142e-02, eta: 4 days, 23:56:55, time: 1.532, data_time: 0.009, memory: 16628, top1_acc: 0.3777, top5_acc: 0.6438, loss_cls: 2.7734, loss: 2.7734, grad_norm: 2.2350 2021-01-24 13:47:45,851 - mmaction - INFO - Epoch [136][820/2147] lr: 9.142e-02, eta: 4 days, 23:56:18, time: 1.464, data_time: 0.008, memory: 16628, top1_acc: 0.3915, top5_acc: 0.6420, loss_cls: 2.7494, loss: 2.7494, grad_norm: 2.1698 2021-01-24 13:48:16,072 - mmaction - INFO - Epoch [136][840/2147] lr: 9.142e-02, eta: 4 days, 23:55:42, time: 1.514, data_time: 0.010, memory: 16628, top1_acc: 0.4031, top5_acc: 0.6509, loss_cls: 2.7290, loss: 2.7290, grad_norm: 2.2024 2021-01-24 13:48:45,710 - mmaction - INFO - Epoch [136][860/2147] lr: 9.142e-02, eta: 4 days, 23:55:05, time: 1.480, data_time: 0.004, memory: 16628, top1_acc: 0.4112, top5_acc: 0.6670, loss_cls: 2.6039, loss: 2.6039, grad_norm: 2.1293 2021-01-24 13:49:15,809 - mmaction - INFO - Epoch [136][880/2147] lr: 9.142e-02, eta: 4 days, 23:54:29, time: 1.507, data_time: 0.004, memory: 16628, top1_acc: 0.3982, top5_acc: 0.6576, loss_cls: 2.6966, loss: 2.6966, grad_norm: 2.2413 2021-01-24 13:49:50,677 - mmaction - INFO - Epoch [136][900/2147] lr: 9.142e-02, eta: 4 days, 23:53:57, time: 1.744, data_time: 0.009, memory: 16628, top1_acc: 0.4027, top5_acc: 0.6429, loss_cls: 2.7245, loss: 2.7245, grad_norm: 2.2639 2021-01-24 13:50:19,682 - mmaction - INFO - Epoch [136][920/2147] lr: 9.142e-02, eta: 4 days, 23:53:20, time: 1.450, data_time: 0.004, memory: 16628, top1_acc: 0.4103, top5_acc: 0.6603, loss_cls: 2.6740, loss: 2.6740, grad_norm: 2.2126 2021-01-24 13:50:51,272 - mmaction - INFO - Epoch [136][940/2147] lr: 9.142e-02, eta: 4 days, 23:52:45, time: 1.577, data_time: 0.011, memory: 16628, top1_acc: 0.3942, top5_acc: 0.6589, loss_cls: 2.6920, loss: 2.6920, grad_norm: 2.2101 2021-01-24 13:51:20,802 - mmaction - INFO - Epoch [136][960/2147] lr: 9.142e-02, eta: 4 days, 23:52:08, time: 1.478, data_time: 0.017, memory: 16628, top1_acc: 0.3826, top5_acc: 0.6397, loss_cls: 2.7479, loss: 2.7479, grad_norm: 2.2324 2021-01-24 13:51:53,696 - mmaction - INFO - Epoch [136][980/2147] lr: 9.142e-02, eta: 4 days, 23:51:34, time: 1.640, data_time: 0.003, memory: 16628, top1_acc: 0.4009, top5_acc: 0.6638, loss_cls: 2.6774, loss: 2.6774, grad_norm: 2.2064 2021-01-24 13:52:25,128 - mmaction - INFO - Epoch [136][1000/2147] lr: 9.142e-02, eta: 4 days, 23:50:59, time: 1.574, data_time: 0.014, memory: 16628, top1_acc: 0.4089, top5_acc: 0.6670, loss_cls: 2.6367, loss: 2.6367, grad_norm: 2.1704 2021-01-24 13:53:00,762 - mmaction - INFO - Epoch [136][1020/2147] lr: 9.142e-02, eta: 4 days, 23:50:28, time: 1.781, data_time: 0.007, memory: 16628, top1_acc: 0.3884, top5_acc: 0.6509, loss_cls: 2.7440, loss: 2.7440, grad_norm: 2.2158 2021-01-24 13:53:31,289 - mmaction - INFO - Epoch [136][1040/2147] lr: 9.142e-02, eta: 4 days, 23:49:52, time: 1.530, data_time: 0.007, memory: 16628, top1_acc: 0.3893, top5_acc: 0.6478, loss_cls: 2.7115, loss: 2.7115, grad_norm: 2.2512 2021-01-24 13:54:04,383 - mmaction - INFO - Epoch [136][1060/2147] lr: 9.142e-02, eta: 4 days, 23:49:19, time: 1.651, data_time: 0.003, memory: 16628, top1_acc: 0.3924, top5_acc: 0.6326, loss_cls: 2.7371, loss: 2.7371, grad_norm: 2.2116 2021-01-24 13:54:33,798 - mmaction - INFO - Epoch [136][1080/2147] lr: 9.142e-02, eta: 4 days, 23:48:42, time: 1.470, data_time: 0.011, memory: 16628, top1_acc: 0.3955, top5_acc: 0.6438, loss_cls: 2.7286, loss: 2.7286, grad_norm: 2.2056 2021-01-24 13:55:05,192 - mmaction - INFO - Epoch [136][1100/2147] lr: 9.142e-02, eta: 4 days, 23:48:07, time: 1.573, data_time: 0.013, memory: 16628, top1_acc: 0.4018, top5_acc: 0.6411, loss_cls: 2.7144, loss: 2.7144, grad_norm: 2.2071 2021-01-24 13:55:39,782 - mmaction - INFO - Epoch [136][1120/2147] lr: 9.142e-02, eta: 4 days, 23:47:35, time: 1.727, data_time: 0.011, memory: 16628, top1_acc: 0.3960, top5_acc: 0.6366, loss_cls: 2.7172, loss: 2.7172, grad_norm: 2.1501 2021-01-24 13:56:09,243 - mmaction - INFO - Epoch [136][1140/2147] lr: 9.142e-02, eta: 4 days, 23:46:58, time: 1.476, data_time: 0.009, memory: 16628, top1_acc: 0.3857, top5_acc: 0.6460, loss_cls: 2.7143, loss: 2.7143, grad_norm: 2.1900 2021-01-24 13:56:38,971 - mmaction - INFO - Epoch [136][1160/2147] lr: 9.142e-02, eta: 4 days, 23:46:21, time: 1.486, data_time: 0.051, memory: 16628, top1_acc: 0.3915, top5_acc: 0.6397, loss_cls: 2.7318, loss: 2.7318, grad_norm: 2.1859 2021-01-24 13:57:08,823 - mmaction - INFO - Epoch [136][1180/2147] lr: 9.142e-02, eta: 4 days, 23:45:45, time: 1.495, data_time: 0.007, memory: 16628, top1_acc: 0.3982, top5_acc: 0.6438, loss_cls: 2.7097, loss: 2.7097, grad_norm: 2.2183 2021-01-24 13:57:39,591 - mmaction - INFO - Epoch [136][1200/2147] lr: 9.142e-02, eta: 4 days, 23:45:09, time: 1.537, data_time: 0.003, memory: 16628, top1_acc: 0.4004, top5_acc: 0.6687, loss_cls: 2.6838, loss: 2.6838, grad_norm: 2.2731 2021-01-24 13:58:12,938 - mmaction - INFO - Epoch [136][1220/2147] lr: 9.142e-02, eta: 4 days, 23:44:36, time: 1.664, data_time: 0.010, memory: 16628, top1_acc: 0.4000, top5_acc: 0.6545, loss_cls: 2.6802, loss: 2.6802, grad_norm: 2.2138 2021-01-24 13:58:42,300 - mmaction - INFO - Epoch [136][1240/2147] lr: 9.142e-02, eta: 4 days, 23:43:59, time: 1.469, data_time: 0.008, memory: 16628, top1_acc: 0.3924, top5_acc: 0.6531, loss_cls: 2.6807, loss: 2.6807, grad_norm: 2.1972 2021-01-24 13:59:14,639 - mmaction - INFO - Epoch [136][1260/2147] lr: 9.142e-02, eta: 4 days, 23:43:25, time: 1.620, data_time: 0.010, memory: 16628, top1_acc: 0.3955, top5_acc: 0.6558, loss_cls: 2.6850, loss: 2.6850, grad_norm: 2.2238 2021-01-24 13:59:47,393 - mmaction - INFO - Epoch [136][1280/2147] lr: 9.142e-02, eta: 4 days, 23:42:51, time: 1.637, data_time: 0.003, memory: 16628, top1_acc: 0.3987, top5_acc: 0.6554, loss_cls: 2.6809, loss: 2.6809, grad_norm: 2.2273 2021-01-24 14:00:15,705 - mmaction - INFO - Epoch [136][1300/2147] lr: 9.142e-02, eta: 4 days, 23:42:13, time: 1.419, data_time: 0.006, memory: 16628, top1_acc: 0.4080, top5_acc: 0.6545, loss_cls: 2.6853, loss: 2.6853, grad_norm: 2.2232 2021-01-24 14:00:44,686 - mmaction - INFO - Epoch [136][1320/2147] lr: 9.142e-02, eta: 4 days, 23:41:36, time: 1.448, data_time: 0.001, memory: 16628, top1_acc: 0.3946, top5_acc: 0.6643, loss_cls: 2.6593, loss: 2.6593, grad_norm: 2.2336 2021-01-24 14:01:15,504 - mmaction - INFO - Epoch [136][1340/2147] lr: 9.142e-02, eta: 4 days, 23:41:00, time: 1.540, data_time: 0.008, memory: 16628, top1_acc: 0.3996, top5_acc: 0.6473, loss_cls: 2.7048, loss: 2.7048, grad_norm: 2.1988 2021-01-24 14:01:45,878 - mmaction - INFO - Epoch [136][1360/2147] lr: 9.142e-02, eta: 4 days, 23:40:24, time: 1.518, data_time: 0.003, memory: 16628, top1_acc: 0.3982, top5_acc: 0.6429, loss_cls: 2.6869, loss: 2.6869, grad_norm: 2.2276 2021-01-24 14:02:16,978 - mmaction - INFO - Epoch [136][1380/2147] lr: 9.142e-02, eta: 4 days, 23:39:49, time: 1.557, data_time: 0.008, memory: 16628, top1_acc: 0.3942, top5_acc: 0.6339, loss_cls: 2.7481, loss: 2.7481, grad_norm: 2.2354 2021-01-24 14:02:47,024 - mmaction - INFO - Epoch [136][1400/2147] lr: 9.142e-02, eta: 4 days, 23:39:13, time: 1.502, data_time: 0.001, memory: 16628, top1_acc: 0.3701, top5_acc: 0.6223, loss_cls: 2.8374, loss: 2.8374, grad_norm: 2.2383 2021-01-24 14:03:15,784 - mmaction - INFO - Epoch [136][1420/2147] lr: 9.142e-02, eta: 4 days, 23:38:35, time: 1.436, data_time: 0.004, memory: 16628, top1_acc: 0.3835, top5_acc: 0.6469, loss_cls: 2.7351, loss: 2.7351, grad_norm: 2.1779 2021-01-24 14:03:46,180 - mmaction - INFO - Epoch [136][1440/2147] lr: 9.142e-02, eta: 4 days, 23:37:59, time: 1.521, data_time: 0.003, memory: 16628, top1_acc: 0.3946, top5_acc: 0.6433, loss_cls: 2.7539, loss: 2.7539, grad_norm: 2.2286 2021-01-24 14:04:15,121 - mmaction - INFO - Epoch [136][1460/2147] lr: 9.142e-02, eta: 4 days, 23:37:22, time: 1.446, data_time: 0.003, memory: 16628, top1_acc: 0.3808, top5_acc: 0.6406, loss_cls: 2.8016, loss: 2.8016, grad_norm: 2.1913 2021-01-24 14:04:46,164 - mmaction - INFO - Epoch [136][1480/2147] lr: 9.142e-02, eta: 4 days, 23:36:47, time: 1.555, data_time: 0.005, memory: 16628, top1_acc: 0.3991, top5_acc: 0.6487, loss_cls: 2.6984, loss: 2.6984, grad_norm: 2.1631 2021-01-24 14:05:16,360 - mmaction - INFO - Epoch [136][1500/2147] lr: 9.142e-02, eta: 4 days, 23:36:11, time: 1.509, data_time: 0.005, memory: 16628, top1_acc: 0.3915, top5_acc: 0.6473, loss_cls: 2.7103, loss: 2.7103, grad_norm: 2.1966 2021-01-24 14:05:46,643 - mmaction - INFO - Epoch [136][1520/2147] lr: 9.142e-02, eta: 4 days, 23:35:35, time: 1.514, data_time: 0.002, memory: 16628, top1_acc: 0.3795, top5_acc: 0.6228, loss_cls: 2.8321, loss: 2.8321, grad_norm: 2.1989 2021-01-24 14:06:16,597 - mmaction - INFO - Epoch [136][1540/2147] lr: 9.142e-02, eta: 4 days, 23:34:58, time: 1.498, data_time: 0.002, memory: 16628, top1_acc: 0.4027, top5_acc: 0.6482, loss_cls: 2.6845, loss: 2.6845, grad_norm: 2.1171 2021-01-24 14:06:51,141 - mmaction - INFO - Epoch [136][1560/2147] lr: 9.142e-02, eta: 4 days, 23:34:26, time: 1.727, data_time: 0.002, memory: 16628, top1_acc: 0.4000, top5_acc: 0.6594, loss_cls: 2.6912, loss: 2.6912, grad_norm: 2.2120 2021-01-24 14:07:23,003 - mmaction - INFO - Epoch [136][1580/2147] lr: 9.142e-02, eta: 4 days, 23:33:51, time: 1.593, data_time: 0.004, memory: 16628, top1_acc: 0.4027, top5_acc: 0.6420, loss_cls: 2.7196, loss: 2.7196, grad_norm: 2.2072 2021-01-24 14:07:51,435 - mmaction - INFO - Epoch [136][1600/2147] lr: 9.142e-02, eta: 4 days, 23:33:14, time: 1.421, data_time: 0.002, memory: 16628, top1_acc: 0.3768, top5_acc: 0.6357, loss_cls: 2.7529, loss: 2.7529, grad_norm: 2.2235 2021-01-24 14:08:23,499 - mmaction - INFO - Epoch [136][1620/2147] lr: 9.142e-02, eta: 4 days, 23:32:39, time: 1.602, data_time: 0.003, memory: 16628, top1_acc: 0.3991, top5_acc: 0.6420, loss_cls: 2.6981, loss: 2.6981, grad_norm: 2.1319 2021-01-24 14:08:52,368 - mmaction - INFO - Epoch [136][1640/2147] lr: 9.142e-02, eta: 4 days, 23:32:02, time: 1.443, data_time: 0.004, memory: 16628, top1_acc: 0.3973, top5_acc: 0.6446, loss_cls: 2.7346, loss: 2.7346, grad_norm: 2.1545 2021-01-24 14:09:23,002 - mmaction - INFO - Epoch [136][1660/2147] lr: 9.142e-02, eta: 4 days, 23:31:26, time: 1.534, data_time: 0.009, memory: 16628, top1_acc: 0.3812, top5_acc: 0.6348, loss_cls: 2.7894, loss: 2.7894, grad_norm: 2.1630 2021-01-24 14:09:51,936 - mmaction - INFO - Epoch [136][1680/2147] lr: 9.142e-02, eta: 4 days, 23:30:49, time: 1.447, data_time: 0.002, memory: 16628, top1_acc: 0.4004, top5_acc: 0.6469, loss_cls: 2.6665, loss: 2.6665, grad_norm: 2.2017 2021-01-24 14:10:21,908 - mmaction - INFO - Epoch [136][1700/2147] lr: 9.142e-02, eta: 4 days, 23:30:13, time: 1.498, data_time: 0.001, memory: 16628, top1_acc: 0.4040, top5_acc: 0.6571, loss_cls: 2.6964, loss: 2.6964, grad_norm: 2.2161 2021-01-24 14:10:52,118 - mmaction - INFO - Epoch [136][1720/2147] lr: 9.142e-02, eta: 4 days, 23:29:36, time: 1.507, data_time: 0.002, memory: 16628, top1_acc: 0.3996, top5_acc: 0.6531, loss_cls: 2.6996, loss: 2.6996, grad_norm: 2.2293 2021-01-24 14:11:21,172 - mmaction - INFO - Epoch [136][1740/2147] lr: 9.142e-02, eta: 4 days, 23:28:59, time: 1.457, data_time: 0.007, memory: 16628, top1_acc: 0.4045, top5_acc: 0.6585, loss_cls: 2.6533, loss: 2.6533, grad_norm: 2.1510 2021-01-24 14:11:54,487 - mmaction - INFO - Epoch [136][1760/2147] lr: 9.142e-02, eta: 4 days, 23:28:26, time: 1.665, data_time: 0.001, memory: 16628, top1_acc: 0.3937, top5_acc: 0.6652, loss_cls: 2.7048, loss: 2.7048, grad_norm: 2.1959 2021-01-24 14:12:24,787 - mmaction - INFO - Epoch [136][1780/2147] lr: 9.142e-02, eta: 4 days, 23:27:50, time: 1.514, data_time: 0.003, memory: 16628, top1_acc: 0.4134, top5_acc: 0.6621, loss_cls: 2.6090, loss: 2.6090, grad_norm: 2.1551 2021-01-24 14:12:53,437 - mmaction - INFO - Epoch [136][1800/2147] lr: 9.142e-02, eta: 4 days, 23:27:12, time: 1.435, data_time: 0.003, memory: 16628, top1_acc: 0.3906, top5_acc: 0.6536, loss_cls: 2.7329, loss: 2.7329, grad_norm: 2.2119 2021-01-24 14:13:22,532 - mmaction - INFO - Epoch [136][1820/2147] lr: 9.142e-02, eta: 4 days, 23:26:35, time: 1.455, data_time: 0.002, memory: 16628, top1_acc: 0.3902, top5_acc: 0.6397, loss_cls: 2.7277, loss: 2.7277, grad_norm: 2.1590 2021-01-24 14:13:53,896 - mmaction - INFO - Epoch [136][1840/2147] lr: 9.142e-02, eta: 4 days, 23:26:00, time: 1.568, data_time: 0.008, memory: 16628, top1_acc: 0.3763, top5_acc: 0.6527, loss_cls: 2.7318, loss: 2.7318, grad_norm: 2.1912 2021-01-24 14:14:25,449 - mmaction - INFO - Epoch [136][1860/2147] lr: 9.142e-02, eta: 4 days, 23:25:25, time: 1.576, data_time: 0.001, memory: 16628, top1_acc: 0.3893, top5_acc: 0.6482, loss_cls: 2.7250, loss: 2.7250, grad_norm: 2.1703 2021-01-24 14:14:54,361 - mmaction - INFO - Epoch [136][1880/2147] lr: 9.142e-02, eta: 4 days, 23:24:48, time: 1.447, data_time: 0.003, memory: 16628, top1_acc: 0.4067, top5_acc: 0.6424, loss_cls: 2.6988, loss: 2.6988, grad_norm: 2.1909 2021-01-24 14:15:26,739 - mmaction - INFO - Epoch [136][1900/2147] lr: 9.142e-02, eta: 4 days, 23:24:14, time: 1.619, data_time: 0.007, memory: 16628, top1_acc: 0.3933, top5_acc: 0.6241, loss_cls: 2.7925, loss: 2.7925, grad_norm: 2.1604 2021-01-24 14:15:55,418 - mmaction - INFO - Epoch [136][1920/2147] lr: 9.142e-02, eta: 4 days, 23:23:36, time: 1.432, data_time: 0.003, memory: 16628, top1_acc: 0.3777, top5_acc: 0.6299, loss_cls: 2.8099, loss: 2.8099, grad_norm: 2.2376 2021-01-24 14:16:24,352 - mmaction - INFO - Epoch [136][1940/2147] lr: 9.142e-02, eta: 4 days, 23:22:59, time: 1.446, data_time: 0.003, memory: 16628, top1_acc: 0.3987, top5_acc: 0.6558, loss_cls: 2.6791, loss: 2.6791, grad_norm: 2.1623 2021-01-24 14:16:57,633 - mmaction - INFO - Epoch [136][1960/2147] lr: 9.142e-02, eta: 4 days, 23:22:26, time: 1.662, data_time: 0.021, memory: 16628, top1_acc: 0.3812, top5_acc: 0.6228, loss_cls: 2.8319, loss: 2.8319, grad_norm: 2.2254 2021-01-24 14:17:29,054 - mmaction - INFO - Epoch [136][1980/2147] lr: 9.142e-02, eta: 4 days, 23:21:51, time: 1.575, data_time: 0.012, memory: 16628, top1_acc: 0.3808, top5_acc: 0.6192, loss_cls: 2.8103, loss: 2.8103, grad_norm: 2.2326 2021-01-24 14:17:57,958 - mmaction - INFO - Epoch [136][2000/2147] lr: 9.142e-02, eta: 4 days, 23:21:14, time: 1.443, data_time: 0.002, memory: 16628, top1_acc: 0.4040, top5_acc: 0.6348, loss_cls: 2.7421, loss: 2.7421, grad_norm: 2.1515 2021-01-24 14:18:29,836 - mmaction - INFO - Epoch [136][2020/2147] lr: 9.142e-02, eta: 4 days, 23:20:39, time: 1.595, data_time: 0.003, memory: 16628, top1_acc: 0.4085, top5_acc: 0.6728, loss_cls: 2.6310, loss: 2.6310, grad_norm: 2.1674 2021-01-24 14:19:00,404 - mmaction - INFO - Epoch [136][2040/2147] lr: 9.142e-02, eta: 4 days, 23:20:03, time: 1.529, data_time: 0.003, memory: 16628, top1_acc: 0.3991, top5_acc: 0.6589, loss_cls: 2.6722, loss: 2.6722, grad_norm: 2.2126 2021-01-24 14:19:29,761 - mmaction - INFO - Epoch [136][2060/2147] lr: 9.142e-02, eta: 4 days, 23:19:26, time: 1.467, data_time: 0.004, memory: 16628, top1_acc: 0.3978, top5_acc: 0.6500, loss_cls: 2.6948, loss: 2.6948, grad_norm: 2.2508 2021-01-24 14:19:59,289 - mmaction - INFO - Epoch [136][2080/2147] lr: 9.142e-02, eta: 4 days, 23:18:50, time: 1.475, data_time: 0.006, memory: 16628, top1_acc: 0.3862, top5_acc: 0.6469, loss_cls: 2.7465, loss: 2.7465, grad_norm: 2.2318 2021-01-24 14:20:29,746 - mmaction - INFO - Epoch [136][2100/2147] lr: 9.142e-02, eta: 4 days, 23:18:14, time: 1.523, data_time: 0.004, memory: 16628, top1_acc: 0.3857, top5_acc: 0.6335, loss_cls: 2.7334, loss: 2.7334, grad_norm: 2.2371 2021-01-24 14:20:58,965 - mmaction - INFO - Epoch [136][2120/2147] lr: 9.142e-02, eta: 4 days, 23:17:37, time: 1.461, data_time: 0.009, memory: 16628, top1_acc: 0.4031, top5_acc: 0.6643, loss_cls: 2.6739, loss: 2.6739, grad_norm: 2.2220 2021-01-24 14:21:29,271 - mmaction - INFO - Epoch [136][2140/2147] lr: 9.142e-02, eta: 4 days, 23:17:01, time: 1.517, data_time: 0.006, memory: 16628, top1_acc: 0.4004, top5_acc: 0.6446, loss_cls: 2.7635, loss: 2.7635, grad_norm: 2.2251 2021-01-24 14:21:53,369 - mmaction - INFO - Saving checkpoint at 136 epochs 2021-01-24 14:26:07,713 - mmaction - INFO - Epoch [137][20/2147] lr: 9.020e-02, eta: 4 days, 23:19:19, time: 12.643, data_time: 11.103, memory: 16628, top1_acc: 0.4143, top5_acc: 0.6629, loss_cls: 2.6041, loss: 2.6041, grad_norm: 2.1771 2021-01-24 14:26:37,034 - mmaction - INFO - Epoch [137][40/2147] lr: 9.020e-02, eta: 4 days, 23:18:42, time: 1.467, data_time: 0.003, memory: 16628, top1_acc: 0.4201, top5_acc: 0.6473, loss_cls: 2.6974, loss: 2.6974, grad_norm: 2.2489 2021-01-24 14:27:13,380 - mmaction - INFO - Epoch [137][60/2147] lr: 9.020e-02, eta: 4 days, 23:18:12, time: 1.816, data_time: 0.019, memory: 16628, top1_acc: 0.4094, top5_acc: 0.6687, loss_cls: 2.6402, loss: 2.6402, grad_norm: 2.1988 2021-01-24 14:27:44,367 - mmaction - INFO - Epoch [137][80/2147] lr: 9.020e-02, eta: 4 days, 23:17:36, time: 1.549, data_time: 0.005, memory: 16628, top1_acc: 0.3875, top5_acc: 0.6585, loss_cls: 2.7312, loss: 2.7312, grad_norm: 2.2148 2021-01-24 14:28:13,161 - mmaction - INFO - Epoch [137][100/2147] lr: 9.020e-02, eta: 4 days, 23:16:59, time: 1.441, data_time: 0.003, memory: 16628, top1_acc: 0.4152, top5_acc: 0.6683, loss_cls: 2.5815, loss: 2.5815, grad_norm: 2.1848 2021-01-24 14:28:42,240 - mmaction - INFO - Epoch [137][120/2147] lr: 9.020e-02, eta: 4 days, 23:16:22, time: 1.451, data_time: 0.003, memory: 16628, top1_acc: 0.3960, top5_acc: 0.6482, loss_cls: 2.6943, loss: 2.6943, grad_norm: 2.2426 2021-01-24 14:29:11,258 - mmaction - INFO - Epoch [137][140/2147] lr: 9.020e-02, eta: 4 days, 23:15:44, time: 1.452, data_time: 0.004, memory: 16628, top1_acc: 0.4009, top5_acc: 0.6580, loss_cls: 2.6751, loss: 2.6751, grad_norm: 2.1880 2021-01-24 14:29:40,620 - mmaction - INFO - Epoch [137][160/2147] lr: 9.020e-02, eta: 4 days, 23:15:08, time: 1.469, data_time: 0.006, memory: 16628, top1_acc: 0.3804, top5_acc: 0.6250, loss_cls: 2.7808, loss: 2.7808, grad_norm: 2.2462 2021-01-24 14:30:09,881 - mmaction - INFO - Epoch [137][180/2147] lr: 9.020e-02, eta: 4 days, 23:14:31, time: 1.460, data_time: 0.003, memory: 16628, top1_acc: 0.3875, top5_acc: 0.6504, loss_cls: 2.7137, loss: 2.7137, grad_norm: 2.2279 2021-01-24 14:30:40,854 - mmaction - INFO - Epoch [137][200/2147] lr: 9.020e-02, eta: 4 days, 23:13:55, time: 1.552, data_time: 0.005, memory: 16628, top1_acc: 0.3951, top5_acc: 0.6522, loss_cls: 2.6839, loss: 2.6839, grad_norm: 2.2338 2021-01-24 14:31:12,457 - mmaction - INFO - Epoch [137][220/2147] lr: 9.020e-02, eta: 4 days, 23:13:20, time: 1.579, data_time: 0.006, memory: 16628, top1_acc: 0.4027, top5_acc: 0.6464, loss_cls: 2.7046, loss: 2.7046, grad_norm: 2.2286 2021-01-24 14:31:41,610 - mmaction - INFO - Epoch [137][240/2147] lr: 9.020e-02, eta: 4 days, 23:12:43, time: 1.457, data_time: 0.007, memory: 16628, top1_acc: 0.3973, top5_acc: 0.6545, loss_cls: 2.6850, loss: 2.6850, grad_norm: 2.1789 2021-01-24 14:32:11,345 - mmaction - INFO - Epoch [137][260/2147] lr: 9.020e-02, eta: 4 days, 23:12:07, time: 1.485, data_time: 0.003, memory: 16628, top1_acc: 0.4049, top5_acc: 0.6625, loss_cls: 2.6866, loss: 2.6866, grad_norm: 2.2179 2021-01-24 14:32:40,250 - mmaction - INFO - Epoch [137][280/2147] lr: 9.020e-02, eta: 4 days, 23:11:29, time: 1.447, data_time: 0.008, memory: 16628, top1_acc: 0.3920, top5_acc: 0.6540, loss_cls: 2.6709, loss: 2.6709, grad_norm: 2.2124 2021-01-24 14:33:10,309 - mmaction - INFO - Epoch [137][300/2147] lr: 9.020e-02, eta: 4 days, 23:10:53, time: 1.502, data_time: 0.005, memory: 16628, top1_acc: 0.4161, top5_acc: 0.6621, loss_cls: 2.6033, loss: 2.6033, grad_norm: 2.2234 2021-01-24 14:33:39,612 - mmaction - INFO - Epoch [137][320/2147] lr: 9.020e-02, eta: 4 days, 23:10:16, time: 1.462, data_time: 0.011, memory: 16628, top1_acc: 0.4237, top5_acc: 0.6558, loss_cls: 2.6467, loss: 2.6467, grad_norm: 2.2234 2021-01-24 14:34:09,780 - mmaction - INFO - Epoch [137][340/2147] lr: 9.020e-02, eta: 4 days, 23:09:40, time: 1.509, data_time: 0.007, memory: 16628, top1_acc: 0.4004, top5_acc: 0.6621, loss_cls: 2.6240, loss: 2.6240, grad_norm: 2.2438 2021-01-24 14:34:39,274 - mmaction - INFO - Epoch [137][360/2147] lr: 9.020e-02, eta: 4 days, 23:09:04, time: 1.480, data_time: 0.008, memory: 16628, top1_acc: 0.3955, top5_acc: 0.6545, loss_cls: 2.6865, loss: 2.6865, grad_norm: 2.2334 2021-01-24 14:35:10,927 - mmaction - INFO - Epoch [137][380/2147] lr: 9.020e-02, eta: 4 days, 23:08:29, time: 1.581, data_time: 0.004, memory: 16628, top1_acc: 0.3982, top5_acc: 0.6665, loss_cls: 2.6379, loss: 2.6379, grad_norm: 2.2062 2021-01-24 14:35:41,174 - mmaction - INFO - Epoch [137][400/2147] lr: 9.020e-02, eta: 4 days, 23:07:52, time: 1.503, data_time: 0.004, memory: 16628, top1_acc: 0.4071, top5_acc: 0.6562, loss_cls: 2.6594, loss: 2.6594, grad_norm: 2.2646 2021-01-24 14:36:11,402 - mmaction - INFO - Epoch [137][420/2147] lr: 9.020e-02, eta: 4 days, 23:07:16, time: 1.520, data_time: 0.011, memory: 16628, top1_acc: 0.4080, top5_acc: 0.6536, loss_cls: 2.6218, loss: 2.6218, grad_norm: 2.2611 2021-01-24 14:36:41,003 - mmaction - INFO - Epoch [137][440/2147] lr: 9.020e-02, eta: 4 days, 23:06:40, time: 1.481, data_time: 0.003, memory: 16628, top1_acc: 0.3978, top5_acc: 0.6629, loss_cls: 2.6813, loss: 2.6813, grad_norm: 2.2439 2021-01-24 14:37:10,502 - mmaction - INFO - Epoch [137][460/2147] lr: 9.020e-02, eta: 4 days, 23:06:03, time: 1.475, data_time: 0.036, memory: 16628, top1_acc: 0.3969, top5_acc: 0.6429, loss_cls: 2.7446, loss: 2.7446, grad_norm: 2.2359 2021-01-24 14:37:41,965 - mmaction - INFO - Epoch [137][480/2147] lr: 9.020e-02, eta: 4 days, 23:05:28, time: 1.570, data_time: 0.004, memory: 16628, top1_acc: 0.3804, top5_acc: 0.6500, loss_cls: 2.7462, loss: 2.7462, grad_norm: 2.2502 2021-01-24 14:38:13,824 - mmaction - INFO - Epoch [137][500/2147] lr: 9.020e-02, eta: 4 days, 23:04:53, time: 1.580, data_time: 0.005, memory: 16628, top1_acc: 0.3902, top5_acc: 0.6674, loss_cls: 2.6407, loss: 2.6407, grad_norm: 2.2028 2021-01-24 14:38:42,993 - mmaction - INFO - Epoch [137][520/2147] lr: 9.020e-02, eta: 4 days, 23:04:17, time: 1.474, data_time: 0.025, memory: 16628, top1_acc: 0.3955, top5_acc: 0.6531, loss_cls: 2.7138, loss: 2.7138, grad_norm: 2.2518 2021-01-24 14:39:12,560 - mmaction - INFO - Epoch [137][540/2147] lr: 9.020e-02, eta: 4 days, 23:03:40, time: 1.475, data_time: 0.002, memory: 16628, top1_acc: 0.4027, top5_acc: 0.6585, loss_cls: 2.6926, loss: 2.6926, grad_norm: 2.2128 2021-01-24 14:39:42,755 - mmaction - INFO - Epoch [137][560/2147] lr: 9.020e-02, eta: 4 days, 23:03:04, time: 1.508, data_time: 0.007, memory: 16628, top1_acc: 0.3839, top5_acc: 0.6460, loss_cls: 2.7277, loss: 2.7277, grad_norm: 2.2914 2021-01-24 14:40:11,916 - mmaction - INFO - Epoch [137][580/2147] lr: 9.020e-02, eta: 4 days, 23:02:27, time: 1.461, data_time: 0.007, memory: 16628, top1_acc: 0.3888, top5_acc: 0.6562, loss_cls: 2.6636, loss: 2.6636, grad_norm: 2.2494 2021-01-24 14:40:44,543 - mmaction - INFO - Epoch [137][600/2147] lr: 9.020e-02, eta: 4 days, 23:01:53, time: 1.630, data_time: 0.006, memory: 16628, top1_acc: 0.3982, top5_acc: 0.6451, loss_cls: 2.6846, loss: 2.6846, grad_norm: 2.2076 2021-01-24 14:41:18,248 - mmaction - INFO - Epoch [137][620/2147] lr: 9.020e-02, eta: 4 days, 23:01:20, time: 1.684, data_time: 0.004, memory: 16628, top1_acc: 0.3929, top5_acc: 0.6469, loss_cls: 2.7522, loss: 2.7522, grad_norm: 2.2381 2021-01-24 14:41:49,273 - mmaction - INFO - Epoch [137][640/2147] lr: 9.020e-02, eta: 4 days, 23:00:44, time: 1.553, data_time: 0.009, memory: 16628, top1_acc: 0.4022, top5_acc: 0.6487, loss_cls: 2.6753, loss: 2.6753, grad_norm: 2.2213 2021-01-24 14:42:17,995 - mmaction - INFO - Epoch [137][660/2147] lr: 9.020e-02, eta: 4 days, 23:00:07, time: 1.437, data_time: 0.003, memory: 16628, top1_acc: 0.4183, top5_acc: 0.6728, loss_cls: 2.5842, loss: 2.5842, grad_norm: 2.1611 2021-01-24 14:42:46,684 - mmaction - INFO - Epoch [137][680/2147] lr: 9.020e-02, eta: 4 days, 22:59:30, time: 1.435, data_time: 0.003, memory: 16628, top1_acc: 0.3915, top5_acc: 0.6393, loss_cls: 2.7188, loss: 2.7188, grad_norm: 2.1956 2021-01-24 14:43:15,415 - mmaction - INFO - Epoch [137][700/2147] lr: 9.020e-02, eta: 4 days, 22:58:52, time: 1.436, data_time: 0.001, memory: 16628, top1_acc: 0.3987, top5_acc: 0.6594, loss_cls: 2.6693, loss: 2.6693, grad_norm: 2.2069 2021-01-24 14:43:45,917 - mmaction - INFO - Epoch [137][720/2147] lr: 9.020e-02, eta: 4 days, 22:58:16, time: 1.525, data_time: 0.004, memory: 16628, top1_acc: 0.3897, top5_acc: 0.6558, loss_cls: 2.6939, loss: 2.6939, grad_norm: 2.2352 2021-01-24 14:44:16,807 - mmaction - INFO - Epoch [137][740/2147] lr: 9.020e-02, eta: 4 days, 22:57:41, time: 1.538, data_time: 0.002, memory: 16628, top1_acc: 0.4058, top5_acc: 0.6451, loss_cls: 2.6436, loss: 2.6436, grad_norm: 2.1377 2021-01-24 14:44:46,233 - mmaction - INFO - Epoch [137][760/2147] lr: 9.020e-02, eta: 4 days, 22:57:04, time: 1.476, data_time: 0.015, memory: 16628, top1_acc: 0.3987, top5_acc: 0.6478, loss_cls: 2.6583, loss: 2.6583, grad_norm: 2.2565 2021-01-24 14:45:16,333 - mmaction - INFO - Epoch [137][780/2147] lr: 9.020e-02, eta: 4 days, 22:56:28, time: 1.507, data_time: 0.006, memory: 16628, top1_acc: 0.3875, top5_acc: 0.6437, loss_cls: 2.7209, loss: 2.7209, grad_norm: 2.3086 2021-01-24 14:45:46,620 - mmaction - INFO - Epoch [137][800/2147] lr: 9.020e-02, eta: 4 days, 22:55:52, time: 1.514, data_time: 0.006, memory: 16628, top1_acc: 0.4018, top5_acc: 0.6433, loss_cls: 2.7229, loss: 2.7229, grad_norm: 2.2667 2021-01-24 14:46:16,850 - mmaction - INFO - Epoch [137][820/2147] lr: 9.020e-02, eta: 4 days, 22:55:16, time: 1.511, data_time: 0.004, memory: 16628, top1_acc: 0.3902, top5_acc: 0.6321, loss_cls: 2.7732, loss: 2.7732, grad_norm: 2.2014 2021-01-24 14:46:47,795 - mmaction - INFO - Epoch [137][840/2147] lr: 9.020e-02, eta: 4 days, 22:54:40, time: 1.548, data_time: 0.003, memory: 16628, top1_acc: 0.3906, top5_acc: 0.6357, loss_cls: 2.7549, loss: 2.7549, grad_norm: 2.2589 2021-01-24 14:47:19,927 - mmaction - INFO - Epoch [137][860/2147] lr: 9.020e-02, eta: 4 days, 22:54:06, time: 1.600, data_time: 0.002, memory: 16628, top1_acc: 0.3969, top5_acc: 0.6496, loss_cls: 2.6955, loss: 2.6955, grad_norm: 2.1709 2021-01-24 14:47:48,748 - mmaction - INFO - Epoch [137][880/2147] lr: 9.020e-02, eta: 4 days, 22:53:29, time: 1.448, data_time: 0.009, memory: 16628, top1_acc: 0.4147, top5_acc: 0.6759, loss_cls: 2.5888, loss: 2.5888, grad_norm: 2.1938 2021-01-24 14:48:17,554 - mmaction - INFO - Epoch [137][900/2147] lr: 9.020e-02, eta: 4 days, 22:52:51, time: 1.438, data_time: 0.006, memory: 16628, top1_acc: 0.3951, top5_acc: 0.6482, loss_cls: 2.7183, loss: 2.7183, grad_norm: 2.2433 2021-01-24 14:48:46,889 - mmaction - INFO - Epoch [137][920/2147] lr: 9.020e-02, eta: 4 days, 22:52:14, time: 1.469, data_time: 0.003, memory: 16628, top1_acc: 0.3951, top5_acc: 0.6460, loss_cls: 2.7077, loss: 2.7077, grad_norm: 2.2391 2021-01-24 14:49:15,967 - mmaction - INFO - Epoch [137][940/2147] lr: 9.020e-02, eta: 4 days, 22:51:37, time: 1.453, data_time: 0.002, memory: 16628, top1_acc: 0.4004, top5_acc: 0.6496, loss_cls: 2.6664, loss: 2.6664, grad_norm: 2.1558 2021-01-24 14:49:45,283 - mmaction - INFO - Epoch [137][960/2147] lr: 9.020e-02, eta: 4 days, 22:51:00, time: 1.458, data_time: 0.003, memory: 16628, top1_acc: 0.4062, top5_acc: 0.6540, loss_cls: 2.6275, loss: 2.6275, grad_norm: 2.1522 2021-01-24 14:50:15,631 - mmaction - INFO - Epoch [137][980/2147] lr: 9.020e-02, eta: 4 days, 22:50:25, time: 1.524, data_time: 0.009, memory: 16628, top1_acc: 0.4031, top5_acc: 0.6509, loss_cls: 2.6701, loss: 2.6701, grad_norm: 2.2233 2021-01-24 14:50:46,628 - mmaction - INFO - Epoch [137][1000/2147] lr: 9.020e-02, eta: 4 days, 22:49:49, time: 1.551, data_time: 0.004, memory: 16628, top1_acc: 0.4040, top5_acc: 0.6513, loss_cls: 2.6696, loss: 2.6696, grad_norm: 2.2486 2021-01-24 14:51:16,748 - mmaction - INFO - Epoch [137][1020/2147] lr: 9.020e-02, eta: 4 days, 22:49:13, time: 1.504, data_time: 0.002, memory: 16628, top1_acc: 0.3969, top5_acc: 0.6531, loss_cls: 2.6822, loss: 2.6822, grad_norm: 2.2179 2021-01-24 14:51:45,549 - mmaction - INFO - Epoch [137][1040/2147] lr: 9.020e-02, eta: 4 days, 22:48:36, time: 1.441, data_time: 0.012, memory: 16628, top1_acc: 0.3924, top5_acc: 0.6576, loss_cls: 2.7415, loss: 2.7415, grad_norm: 2.2393 2021-01-24 14:52:15,686 - mmaction - INFO - Epoch [137][1060/2147] lr: 9.020e-02, eta: 4 days, 22:48:00, time: 1.506, data_time: 0.002, memory: 16628, top1_acc: 0.3902, top5_acc: 0.6437, loss_cls: 2.7372, loss: 2.7372, grad_norm: 2.1996 2021-01-24 14:52:44,448 - mmaction - INFO - Epoch [137][1080/2147] lr: 9.020e-02, eta: 4 days, 22:47:22, time: 1.439, data_time: 0.003, memory: 16628, top1_acc: 0.4018, top5_acc: 0.6585, loss_cls: 2.6866, loss: 2.6866, grad_norm: 2.2005 2021-01-24 14:53:13,482 - mmaction - INFO - Epoch [137][1100/2147] lr: 9.020e-02, eta: 4 days, 22:46:45, time: 1.448, data_time: 0.001, memory: 16628, top1_acc: 0.4272, top5_acc: 0.6777, loss_cls: 2.5769, loss: 2.5769, grad_norm: 2.1636 2021-01-24 14:53:42,124 - mmaction - INFO - Epoch [137][1120/2147] lr: 9.020e-02, eta: 4 days, 22:46:08, time: 1.435, data_time: 0.008, memory: 16628, top1_acc: 0.3790, top5_acc: 0.6366, loss_cls: 2.7663, loss: 2.7663, grad_norm: 2.2628 2021-01-24 14:54:11,251 - mmaction - INFO - Epoch [137][1140/2147] lr: 9.020e-02, eta: 4 days, 22:45:31, time: 1.455, data_time: 0.001, memory: 16628, top1_acc: 0.3911, top5_acc: 0.6388, loss_cls: 2.7596, loss: 2.7596, grad_norm: 2.1883 2021-01-24 14:54:40,017 - mmaction - INFO - Epoch [137][1160/2147] lr: 9.020e-02, eta: 4 days, 22:44:53, time: 1.436, data_time: 0.002, memory: 16628, top1_acc: 0.4027, top5_acc: 0.6576, loss_cls: 2.7005, loss: 2.7005, grad_norm: 2.2045 2021-01-24 14:55:08,915 - mmaction - INFO - Epoch [137][1180/2147] lr: 9.020e-02, eta: 4 days, 22:44:16, time: 1.446, data_time: 0.005, memory: 16628, top1_acc: 0.3866, top5_acc: 0.6415, loss_cls: 2.7188, loss: 2.7188, grad_norm: 2.2027 2021-01-24 14:55:37,684 - mmaction - INFO - Epoch [137][1200/2147] lr: 9.020e-02, eta: 4 days, 22:43:39, time: 1.439, data_time: 0.006, memory: 16628, top1_acc: 0.3902, top5_acc: 0.6478, loss_cls: 2.6955, loss: 2.6955, grad_norm: 2.2275 2021-01-24 14:56:06,270 - mmaction - INFO - Epoch [137][1220/2147] lr: 9.020e-02, eta: 4 days, 22:43:01, time: 1.429, data_time: 0.003, memory: 16628, top1_acc: 0.4022, top5_acc: 0.6549, loss_cls: 2.6859, loss: 2.6859, grad_norm: 2.2163 2021-01-24 14:56:37,536 - mmaction - INFO - Epoch [137][1240/2147] lr: 9.020e-02, eta: 4 days, 22:42:26, time: 1.565, data_time: 0.044, memory: 16628, top1_acc: 0.3991, top5_acc: 0.6388, loss_cls: 2.7633, loss: 2.7633, grad_norm: 2.2341 2021-01-24 14:57:07,235 - mmaction - INFO - Epoch [137][1260/2147] lr: 9.020e-02, eta: 4 days, 22:41:50, time: 1.485, data_time: 0.002, memory: 16628, top1_acc: 0.3866, top5_acc: 0.6469, loss_cls: 2.6962, loss: 2.6962, grad_norm: 2.2271 2021-01-24 14:57:35,972 - mmaction - INFO - Epoch [137][1280/2147] lr: 9.020e-02, eta: 4 days, 22:41:12, time: 1.436, data_time: 0.004, memory: 16628, top1_acc: 0.4018, top5_acc: 0.6558, loss_cls: 2.6742, loss: 2.6742, grad_norm: 2.2158 2021-01-24 14:58:04,543 - mmaction - INFO - Epoch [137][1300/2147] lr: 9.020e-02, eta: 4 days, 22:40:35, time: 1.429, data_time: 0.002, memory: 16628, top1_acc: 0.4031, top5_acc: 0.6598, loss_cls: 2.6942, loss: 2.6942, grad_norm: 2.2284 2021-01-24 14:58:33,066 - mmaction - INFO - Epoch [137][1320/2147] lr: 9.020e-02, eta: 4 days, 22:39:57, time: 1.426, data_time: 0.001, memory: 16628, top1_acc: 0.4004, top5_acc: 0.6576, loss_cls: 2.6621, loss: 2.6621, grad_norm: 2.1485 2021-01-24 14:59:01,559 - mmaction - INFO - Epoch [137][1340/2147] lr: 9.020e-02, eta: 4 days, 22:39:20, time: 1.425, data_time: 0.002, memory: 16628, top1_acc: 0.4013, top5_acc: 0.6540, loss_cls: 2.6691, loss: 2.6691, grad_norm: 2.2496 2021-01-24 14:59:30,442 - mmaction - INFO - Epoch [137][1360/2147] lr: 9.020e-02, eta: 4 days, 22:38:42, time: 1.442, data_time: 0.003, memory: 16628, top1_acc: 0.4013, top5_acc: 0.6558, loss_cls: 2.6611, loss: 2.6611, grad_norm: 2.1830 2021-01-24 14:59:59,398 - mmaction - INFO - Epoch [137][1380/2147] lr: 9.020e-02, eta: 4 days, 22:38:05, time: 1.448, data_time: 0.003, memory: 16628, top1_acc: 0.3964, top5_acc: 0.6455, loss_cls: 2.7208, loss: 2.7208, grad_norm: 2.1717 2021-01-24 15:00:28,123 - mmaction - INFO - Epoch [137][1400/2147] lr: 9.020e-02, eta: 4 days, 22:37:28, time: 1.438, data_time: 0.004, memory: 16628, top1_acc: 0.4009, top5_acc: 0.6496, loss_cls: 2.6851, loss: 2.6851, grad_norm: 2.2251 2021-01-24 15:00:59,137 - mmaction - INFO - Epoch [137][1420/2147] lr: 9.020e-02, eta: 4 days, 22:36:53, time: 1.552, data_time: 0.003, memory: 16628, top1_acc: 0.3879, top5_acc: 0.6446, loss_cls: 2.6995, loss: 2.6995, grad_norm: 2.1984 2021-01-24 15:01:28,212 - mmaction - INFO - Epoch [137][1440/2147] lr: 9.020e-02, eta: 4 days, 22:36:16, time: 1.453, data_time: 0.003, memory: 16628, top1_acc: 0.3920, top5_acc: 0.6598, loss_cls: 2.6980, loss: 2.6980, grad_norm: 2.1816 2021-01-24 15:01:57,694 - mmaction - INFO - Epoch [137][1460/2147] lr: 9.020e-02, eta: 4 days, 22:35:39, time: 1.474, data_time: 0.002, memory: 16628, top1_acc: 0.3786, top5_acc: 0.6286, loss_cls: 2.7905, loss: 2.7905, grad_norm: 2.2352 2021-01-24 15:02:29,776 - mmaction - INFO - Epoch [137][1480/2147] lr: 9.020e-02, eta: 4 days, 22:35:04, time: 1.601, data_time: 0.002, memory: 16628, top1_acc: 0.3871, top5_acc: 0.6473, loss_cls: 2.7547, loss: 2.7547, grad_norm: 2.2271 2021-01-24 15:03:00,457 - mmaction - INFO - Epoch [137][1500/2147] lr: 9.020e-02, eta: 4 days, 22:34:29, time: 1.535, data_time: 0.009, memory: 16628, top1_acc: 0.4161, top5_acc: 0.6558, loss_cls: 2.6143, loss: 2.6143, grad_norm: 2.1474 2021-01-24 15:03:30,769 - mmaction - INFO - Epoch [137][1520/2147] lr: 9.020e-02, eta: 4 days, 22:33:53, time: 1.517, data_time: 0.004, memory: 16628, top1_acc: 0.3991, top5_acc: 0.6415, loss_cls: 2.6889, loss: 2.6889, grad_norm: 2.1520 2021-01-24 15:04:00,718 - mmaction - INFO - Epoch [137][1540/2147] lr: 9.020e-02, eta: 4 days, 22:33:17, time: 1.498, data_time: 0.003, memory: 16628, top1_acc: 0.4058, top5_acc: 0.6562, loss_cls: 2.7055, loss: 2.7055, grad_norm: 2.1864 2021-01-24 15:04:29,804 - mmaction - INFO - Epoch [137][1560/2147] lr: 9.020e-02, eta: 4 days, 22:32:39, time: 1.453, data_time: 0.002, memory: 16628, top1_acc: 0.4143, top5_acc: 0.6598, loss_cls: 2.6566, loss: 2.6566, grad_norm: 2.1474 2021-01-24 15:04:59,652 - mmaction - INFO - Epoch [137][1580/2147] lr: 9.020e-02, eta: 4 days, 22:32:03, time: 1.493, data_time: 0.004, memory: 16628, top1_acc: 0.3951, top5_acc: 0.6469, loss_cls: 2.7209, loss: 2.7209, grad_norm: 2.2290 2021-01-24 15:05:28,866 - mmaction - INFO - Epoch [137][1600/2147] lr: 9.020e-02, eta: 4 days, 22:31:26, time: 1.461, data_time: 0.007, memory: 16628, top1_acc: 0.4058, top5_acc: 0.6603, loss_cls: 2.6573, loss: 2.6573, grad_norm: 2.2156 2021-01-24 15:05:59,032 - mmaction - INFO - Epoch [137][1620/2147] lr: 9.020e-02, eta: 4 days, 22:30:50, time: 1.507, data_time: 0.002, memory: 16628, top1_acc: 0.3853, top5_acc: 0.6411, loss_cls: 2.7590, loss: 2.7590, grad_norm: 2.2556 2021-01-24 15:06:29,000 - mmaction - INFO - Epoch [137][1640/2147] lr: 9.020e-02, eta: 4 days, 22:30:14, time: 1.499, data_time: 0.003, memory: 16628, top1_acc: 0.3754, top5_acc: 0.6330, loss_cls: 2.7864, loss: 2.7864, grad_norm: 2.2496 2021-01-24 15:07:01,052 - mmaction - INFO - Epoch [137][1660/2147] lr: 9.020e-02, eta: 4 days, 22:29:39, time: 1.600, data_time: 0.002, memory: 16628, top1_acc: 0.4013, top5_acc: 0.6518, loss_cls: 2.7016, loss: 2.7016, grad_norm: 2.1798 2021-01-24 15:07:29,895 - mmaction - INFO - Epoch [137][1680/2147] lr: 9.020e-02, eta: 4 days, 22:29:02, time: 1.445, data_time: 0.012, memory: 16628, top1_acc: 0.3795, top5_acc: 0.6460, loss_cls: 2.7517, loss: 2.7517, grad_norm: 2.2313 2021-01-24 15:08:03,655 - mmaction - INFO - Epoch [137][1700/2147] lr: 9.020e-02, eta: 4 days, 22:28:29, time: 1.687, data_time: 0.003, memory: 16628, top1_acc: 0.3879, top5_acc: 0.6299, loss_cls: 2.7681, loss: 2.7681, grad_norm: 2.1782 2021-01-24 15:08:34,150 - mmaction - INFO - Epoch [137][1720/2147] lr: 9.020e-02, eta: 4 days, 22:27:53, time: 1.525, data_time: 0.002, memory: 16628, top1_acc: 0.3875, top5_acc: 0.6353, loss_cls: 2.7614, loss: 2.7614, grad_norm: 2.1653 2021-01-24 15:09:02,925 - mmaction - INFO - Epoch [137][1740/2147] lr: 9.020e-02, eta: 4 days, 22:27:16, time: 1.437, data_time: 0.002, memory: 16628, top1_acc: 0.3862, top5_acc: 0.6442, loss_cls: 2.6981, loss: 2.6981, grad_norm: 2.1913 2021-01-24 15:09:33,593 - mmaction - INFO - Epoch [137][1760/2147] lr: 9.020e-02, eta: 4 days, 22:26:41, time: 1.536, data_time: 0.006, memory: 16628, top1_acc: 0.3987, top5_acc: 0.6540, loss_cls: 2.6751, loss: 2.6751, grad_norm: 2.2181 2021-01-24 15:10:03,057 - mmaction - INFO - Epoch [137][1780/2147] lr: 9.020e-02, eta: 4 days, 22:26:04, time: 1.473, data_time: 0.002, memory: 16628, top1_acc: 0.3888, top5_acc: 0.6344, loss_cls: 2.7375, loss: 2.7375, grad_norm: 2.2166 2021-01-24 15:10:33,597 - mmaction - INFO - Epoch [137][1800/2147] lr: 9.020e-02, eta: 4 days, 22:25:28, time: 1.527, data_time: 0.008, memory: 16628, top1_acc: 0.3723, top5_acc: 0.6397, loss_cls: 2.7565, loss: 2.7565, grad_norm: 2.2092 2021-01-24 15:11:02,368 - mmaction - INFO - Epoch [137][1820/2147] lr: 9.020e-02, eta: 4 days, 22:24:51, time: 1.436, data_time: 0.012, memory: 16628, top1_acc: 0.3933, top5_acc: 0.6518, loss_cls: 2.7309, loss: 2.7309, grad_norm: 2.1807 2021-01-24 15:11:32,868 - mmaction - INFO - Epoch [137][1840/2147] lr: 9.020e-02, eta: 4 days, 22:24:15, time: 1.524, data_time: 0.006, memory: 16628, top1_acc: 0.4138, top5_acc: 0.6603, loss_cls: 2.6197, loss: 2.6197, grad_norm: 2.1834 2021-01-24 15:12:02,946 - mmaction - INFO - Epoch [137][1860/2147] lr: 9.020e-02, eta: 4 days, 22:23:39, time: 1.506, data_time: 0.071, memory: 16628, top1_acc: 0.3982, top5_acc: 0.6598, loss_cls: 2.6675, loss: 2.6675, grad_norm: 2.2229 2021-01-24 15:12:35,380 - mmaction - INFO - Epoch [137][1880/2147] lr: 9.020e-02, eta: 4 days, 22:23:05, time: 1.623, data_time: 0.003, memory: 16628, top1_acc: 0.4071, top5_acc: 0.6518, loss_cls: 2.7015, loss: 2.7015, grad_norm: 2.2244 2021-01-24 15:13:05,919 - mmaction - INFO - Epoch [137][1900/2147] lr: 9.020e-02, eta: 4 days, 22:22:29, time: 1.527, data_time: 0.003, memory: 16628, top1_acc: 0.3960, top5_acc: 0.6589, loss_cls: 2.6773, loss: 2.6773, grad_norm: 2.2334 2021-01-24 15:13:36,503 - mmaction - INFO - Epoch [137][1920/2147] lr: 9.020e-02, eta: 4 days, 22:21:53, time: 1.528, data_time: 0.001, memory: 16628, top1_acc: 0.3991, top5_acc: 0.6438, loss_cls: 2.7282, loss: 2.7282, grad_norm: 2.2003 2021-01-24 15:14:06,416 - mmaction - INFO - Epoch [137][1940/2147] lr: 9.020e-02, eta: 4 days, 22:21:17, time: 1.497, data_time: 0.003, memory: 16628, top1_acc: 0.3946, top5_acc: 0.6393, loss_cls: 2.7616, loss: 2.7616, grad_norm: 2.1896 2021-01-24 15:14:37,768 - mmaction - INFO - Epoch [137][1960/2147] lr: 9.020e-02, eta: 4 days, 22:20:42, time: 1.567, data_time: 0.001, memory: 16628, top1_acc: 0.3902, top5_acc: 0.6536, loss_cls: 2.7158, loss: 2.7158, grad_norm: 2.1919 2021-01-24 15:15:07,801 - mmaction - INFO - Epoch [137][1980/2147] lr: 9.020e-02, eta: 4 days, 22:20:06, time: 1.502, data_time: 0.003, memory: 16628, top1_acc: 0.3875, top5_acc: 0.6487, loss_cls: 2.7280, loss: 2.7280, grad_norm: 2.2286 2021-01-24 15:15:39,264 - mmaction - INFO - Epoch [137][2000/2147] lr: 9.020e-02, eta: 4 days, 22:19:31, time: 1.570, data_time: 0.003, memory: 16628, top1_acc: 0.4022, top5_acc: 0.6545, loss_cls: 2.6697, loss: 2.6697, grad_norm: 2.2047 2021-01-24 15:16:10,640 - mmaction - INFO - Epoch [137][2020/2147] lr: 9.020e-02, eta: 4 days, 22:18:56, time: 1.568, data_time: 0.008, memory: 16628, top1_acc: 0.3902, top5_acc: 0.6545, loss_cls: 2.7191, loss: 2.7191, grad_norm: 2.2147 2021-01-24 15:16:41,242 - mmaction - INFO - Epoch [137][2040/2147] lr: 9.020e-02, eta: 4 days, 22:18:20, time: 1.514, data_time: 0.006, memory: 16628, top1_acc: 0.3821, top5_acc: 0.6469, loss_cls: 2.7214, loss: 2.7214, grad_norm: 2.1668 2021-01-24 15:17:11,382 - mmaction - INFO - Epoch [137][2060/2147] lr: 9.020e-02, eta: 4 days, 22:17:44, time: 1.524, data_time: 0.023, memory: 16628, top1_acc: 0.4076, top5_acc: 0.6598, loss_cls: 2.6261, loss: 2.6261, grad_norm: 2.1817 2021-01-24 15:17:41,272 - mmaction - INFO - Epoch [137][2080/2147] lr: 9.020e-02, eta: 4 days, 22:17:08, time: 1.497, data_time: 0.008, memory: 16628, top1_acc: 0.4027, top5_acc: 0.6500, loss_cls: 2.7066, loss: 2.7066, grad_norm: 2.2398 2021-01-24 15:18:11,303 - mmaction - INFO - Epoch [137][2100/2147] lr: 9.020e-02, eta: 4 days, 22:16:31, time: 1.498, data_time: 0.001, memory: 16628, top1_acc: 0.4116, top5_acc: 0.6652, loss_cls: 2.6804, loss: 2.6804, grad_norm: 2.2250 2021-01-24 15:18:41,629 - mmaction - INFO - Epoch [137][2120/2147] lr: 9.020e-02, eta: 4 days, 22:15:56, time: 1.519, data_time: 0.004, memory: 16628, top1_acc: 0.3991, top5_acc: 0.6487, loss_cls: 2.6652, loss: 2.6652, grad_norm: 2.2023 2021-01-24 15:19:12,164 - mmaction - INFO - Epoch [137][2140/2147] lr: 9.020e-02, eta: 4 days, 22:15:20, time: 1.526, data_time: 0.002, memory: 16628, top1_acc: 0.3759, top5_acc: 0.6362, loss_cls: 2.7408, loss: 2.7408, grad_norm: 2.2057 2021-01-24 15:24:16,975 - mmaction - INFO - Epoch [138][20/2147] lr: 8.898e-02, eta: 4 days, 22:17:55, time: 13.805, data_time: 12.078, memory: 16628, top1_acc: 0.3937, top5_acc: 0.6621, loss_cls: 2.6278, loss: 2.6278, grad_norm: 2.2165 2021-01-24 15:24:45,984 - mmaction - INFO - Epoch [138][40/2147] lr: 8.898e-02, eta: 4 days, 22:17:18, time: 1.451, data_time: 0.007, memory: 16628, top1_acc: 0.4098, top5_acc: 0.6406, loss_cls: 2.7035, loss: 2.7035, grad_norm: 2.1790 2021-01-24 15:25:16,684 - mmaction - INFO - Epoch [138][60/2147] lr: 8.898e-02, eta: 4 days, 22:16:43, time: 1.532, data_time: 0.004, memory: 16628, top1_acc: 0.3911, top5_acc: 0.6567, loss_cls: 2.6671, loss: 2.6671, grad_norm: 2.1887 2021-01-24 15:25:47,038 - mmaction - INFO - Epoch [138][80/2147] lr: 8.898e-02, eta: 4 days, 22:16:07, time: 1.521, data_time: 0.012, memory: 16628, top1_acc: 0.4054, top5_acc: 0.6491, loss_cls: 2.7034, loss: 2.7034, grad_norm: 2.2592 2021-01-24 15:26:17,821 - mmaction - INFO - Epoch [138][100/2147] lr: 8.898e-02, eta: 4 days, 22:15:31, time: 1.540, data_time: 0.005, memory: 16628, top1_acc: 0.3902, top5_acc: 0.6509, loss_cls: 2.7020, loss: 2.7020, grad_norm: 2.3084 2021-01-24 15:26:47,763 - mmaction - INFO - Epoch [138][120/2147] lr: 8.898e-02, eta: 4 days, 22:14:55, time: 1.497, data_time: 0.005, memory: 16628, top1_acc: 0.3906, top5_acc: 0.6527, loss_cls: 2.6816, loss: 2.6816, grad_norm: 2.1962 2021-01-24 15:27:17,700 - mmaction - INFO - Epoch [138][140/2147] lr: 8.898e-02, eta: 4 days, 22:14:19, time: 1.498, data_time: 0.005, memory: 16628, top1_acc: 0.3830, top5_acc: 0.6259, loss_cls: 2.7871, loss: 2.7871, grad_norm: 2.2291 2021-01-24 15:27:48,380 - mmaction - INFO - Epoch [138][160/2147] lr: 8.898e-02, eta: 4 days, 22:13:43, time: 1.532, data_time: 0.003, memory: 16628, top1_acc: 0.3862, top5_acc: 0.6482, loss_cls: 2.7383, loss: 2.7383, grad_norm: 2.1944 2021-01-24 15:28:20,316 - mmaction - INFO - Epoch [138][180/2147] lr: 8.898e-02, eta: 4 days, 22:13:09, time: 1.597, data_time: 0.006, memory: 16628, top1_acc: 0.4013, top5_acc: 0.6518, loss_cls: 2.6857, loss: 2.6857, grad_norm: 2.2150 2021-01-24 15:28:49,192 - mmaction - INFO - Epoch [138][200/2147] lr: 8.898e-02, eta: 4 days, 22:12:31, time: 1.445, data_time: 0.004, memory: 16628, top1_acc: 0.3996, top5_acc: 0.6652, loss_cls: 2.6423, loss: 2.6423, grad_norm: 2.1797 2021-01-24 15:29:19,106 - mmaction - INFO - Epoch [138][220/2147] lr: 8.898e-02, eta: 4 days, 22:11:55, time: 1.494, data_time: 0.003, memory: 16628, top1_acc: 0.3924, top5_acc: 0.6388, loss_cls: 2.6967, loss: 2.6967, grad_norm: 2.2370 2021-01-24 15:29:49,101 - mmaction - INFO - Epoch [138][240/2147] lr: 8.898e-02, eta: 4 days, 22:11:19, time: 1.499, data_time: 0.012, memory: 16628, top1_acc: 0.4125, top5_acc: 0.6536, loss_cls: 2.6308, loss: 2.6308, grad_norm: 2.1738 2021-01-24 15:30:20,383 - mmaction - INFO - Epoch [138][260/2147] lr: 8.898e-02, eta: 4 days, 22:10:44, time: 1.566, data_time: 0.007, memory: 16628, top1_acc: 0.4094, top5_acc: 0.6634, loss_cls: 2.6458, loss: 2.6458, grad_norm: 2.1942 2021-01-24 15:30:49,126 - mmaction - INFO - Epoch [138][280/2147] lr: 8.898e-02, eta: 4 days, 22:10:06, time: 1.438, data_time: 0.003, memory: 16628, top1_acc: 0.4156, top5_acc: 0.6696, loss_cls: 2.6006, loss: 2.6006, grad_norm: 2.2063 2021-01-24 15:31:19,111 - mmaction - INFO - Epoch [138][300/2147] lr: 8.898e-02, eta: 4 days, 22:09:30, time: 1.497, data_time: 0.001, memory: 16628, top1_acc: 0.3987, top5_acc: 0.6473, loss_cls: 2.7074, loss: 2.7074, grad_norm: 2.2008 2021-01-24 15:31:51,015 - mmaction - INFO - Epoch [138][320/2147] lr: 8.898e-02, eta: 4 days, 22:08:56, time: 1.597, data_time: 0.004, memory: 16628, top1_acc: 0.3937, top5_acc: 0.6504, loss_cls: 2.7064, loss: 2.7064, grad_norm: 2.2154 2021-01-24 15:32:19,866 - mmaction - INFO - Epoch [138][340/2147] lr: 8.898e-02, eta: 4 days, 22:08:18, time: 1.442, data_time: 0.004, memory: 16628, top1_acc: 0.4036, top5_acc: 0.6741, loss_cls: 2.6216, loss: 2.6216, grad_norm: 2.3004 2021-01-24 15:32:50,330 - mmaction - INFO - Epoch [138][360/2147] lr: 8.898e-02, eta: 4 days, 22:07:42, time: 1.520, data_time: 0.002, memory: 16628, top1_acc: 0.4277, top5_acc: 0.6504, loss_cls: 2.6198, loss: 2.6198, grad_norm: 2.2058 2021-01-24 15:33:19,354 - mmaction - INFO - Epoch [138][380/2147] lr: 8.898e-02, eta: 4 days, 22:07:05, time: 1.450, data_time: 0.005, memory: 16628, top1_acc: 0.4098, top5_acc: 0.6562, loss_cls: 2.6948, loss: 2.6948, grad_norm: 2.2074 2021-01-24 15:33:48,444 - mmaction - INFO - Epoch [138][400/2147] lr: 8.898e-02, eta: 4 days, 22:06:28, time: 1.459, data_time: 0.013, memory: 16628, top1_acc: 0.3973, top5_acc: 0.6353, loss_cls: 2.7250, loss: 2.7250, grad_norm: 2.2068 2021-01-24 15:34:17,754 - mmaction - INFO - Epoch [138][420/2147] lr: 8.898e-02, eta: 4 days, 22:05:51, time: 1.460, data_time: 0.005, memory: 16628, top1_acc: 0.4152, top5_acc: 0.6567, loss_cls: 2.6330, loss: 2.6330, grad_norm: 2.2199 2021-01-24 15:34:48,103 - mmaction - INFO - Epoch [138][440/2147] lr: 8.898e-02, eta: 4 days, 22:05:16, time: 1.520, data_time: 0.012, memory: 16628, top1_acc: 0.4214, top5_acc: 0.6692, loss_cls: 2.6073, loss: 2.6073, grad_norm: 2.2039 2021-01-24 15:35:19,132 - mmaction - INFO - Epoch [138][460/2147] lr: 8.898e-02, eta: 4 days, 22:04:40, time: 1.554, data_time: 0.006, memory: 16628, top1_acc: 0.4049, top5_acc: 0.6518, loss_cls: 2.6797, loss: 2.6797, grad_norm: 2.2602 2021-01-24 15:35:47,978 - mmaction - INFO - Epoch [138][480/2147] lr: 8.898e-02, eta: 4 days, 22:04:03, time: 1.439, data_time: 0.002, memory: 16628, top1_acc: 0.3929, top5_acc: 0.6500, loss_cls: 2.7267, loss: 2.7267, grad_norm: 2.2417 2021-01-24 15:36:17,606 - mmaction - INFO - Epoch [138][500/2147] lr: 8.898e-02, eta: 4 days, 22:03:27, time: 1.482, data_time: 0.014, memory: 16628, top1_acc: 0.3942, top5_acc: 0.6665, loss_cls: 2.6216, loss: 2.6216, grad_norm: 2.2331 2021-01-24 15:36:46,270 - mmaction - INFO - Epoch [138][520/2147] lr: 8.898e-02, eta: 4 days, 22:02:49, time: 1.432, data_time: 0.005, memory: 16628, top1_acc: 0.4098, top5_acc: 0.6723, loss_cls: 2.5876, loss: 2.5876, grad_norm: 2.2212 2021-01-24 15:37:15,146 - mmaction - INFO - Epoch [138][540/2147] lr: 8.898e-02, eta: 4 days, 22:02:12, time: 1.445, data_time: 0.007, memory: 16628, top1_acc: 0.4098, top5_acc: 0.6616, loss_cls: 2.6435, loss: 2.6435, grad_norm: 2.2305 2021-01-24 15:37:44,500 - mmaction - INFO - Epoch [138][560/2147] lr: 8.898e-02, eta: 4 days, 22:01:35, time: 1.470, data_time: 0.005, memory: 16628, top1_acc: 0.3933, top5_acc: 0.6554, loss_cls: 2.6954, loss: 2.6954, grad_norm: 2.2532 2021-01-24 15:38:14,592 - mmaction - INFO - Epoch [138][580/2147] lr: 8.898e-02, eta: 4 days, 22:00:59, time: 1.503, data_time: 0.007, memory: 16628, top1_acc: 0.3804, top5_acc: 0.6429, loss_cls: 2.7408, loss: 2.7408, grad_norm: 2.2599 2021-01-24 15:38:44,722 - mmaction - INFO - Epoch [138][600/2147] lr: 8.898e-02, eta: 4 days, 22:00:23, time: 1.506, data_time: 0.009, memory: 16628, top1_acc: 0.3821, top5_acc: 0.6317, loss_cls: 2.7564, loss: 2.7564, grad_norm: 2.2363 2021-01-24 15:39:13,817 - mmaction - INFO - Epoch [138][620/2147] lr: 8.898e-02, eta: 4 days, 21:59:46, time: 1.456, data_time: 0.003, memory: 16628, top1_acc: 0.4036, top5_acc: 0.6629, loss_cls: 2.6616, loss: 2.6616, grad_norm: 2.2249 2021-01-24 15:39:46,728 - mmaction - INFO - Epoch [138][640/2147] lr: 8.898e-02, eta: 4 days, 21:59:12, time: 1.645, data_time: 0.003, memory: 16628, top1_acc: 0.4250, top5_acc: 0.6737, loss_cls: 2.5716, loss: 2.5716, grad_norm: 2.2238 2021-01-24 15:40:15,843 - mmaction - INFO - Epoch [138][660/2147] lr: 8.898e-02, eta: 4 days, 21:58:35, time: 1.456, data_time: 0.006, memory: 16628, top1_acc: 0.4000, top5_acc: 0.6496, loss_cls: 2.6916, loss: 2.6916, grad_norm: 2.2856 2021-01-24 15:40:44,951 - mmaction - INFO - Epoch [138][680/2147] lr: 8.898e-02, eta: 4 days, 21:57:58, time: 1.451, data_time: 0.003, memory: 16628, top1_acc: 0.3942, top5_acc: 0.6379, loss_cls: 2.7386, loss: 2.7386, grad_norm: 2.2447 2021-01-24 15:41:15,042 - mmaction - INFO - Epoch [138][700/2147] lr: 8.898e-02, eta: 4 days, 21:57:22, time: 1.508, data_time: 0.007, memory: 16628, top1_acc: 0.3795, top5_acc: 0.6375, loss_cls: 2.7359, loss: 2.7359, grad_norm: 2.2706 2021-01-24 15:41:49,414 - mmaction - INFO - Epoch [138][720/2147] lr: 8.898e-02, eta: 4 days, 21:56:50, time: 1.714, data_time: 0.003, memory: 16628, top1_acc: 0.3964, top5_acc: 0.6366, loss_cls: 2.7165, loss: 2.7165, grad_norm: 2.2054 2021-01-24 15:42:21,342 - mmaction - INFO - Epoch [138][740/2147] lr: 8.898e-02, eta: 4 days, 21:56:15, time: 1.597, data_time: 0.011, memory: 16628, top1_acc: 0.4000, top5_acc: 0.6446, loss_cls: 2.7104, loss: 2.7104, grad_norm: 2.2535 2021-01-24 15:42:50,189 - mmaction - INFO - Epoch [138][760/2147] lr: 8.898e-02, eta: 4 days, 21:55:38, time: 1.446, data_time: 0.013, memory: 16628, top1_acc: 0.3964, top5_acc: 0.6509, loss_cls: 2.7288, loss: 2.7288, grad_norm: 2.2882 2021-01-24 15:43:20,678 - mmaction - INFO - Epoch [138][780/2147] lr: 8.898e-02, eta: 4 days, 21:55:02, time: 1.526, data_time: 0.003, memory: 16628, top1_acc: 0.3933, top5_acc: 0.6554, loss_cls: 2.6918, loss: 2.6918, grad_norm: 2.2538 2021-01-24 15:43:51,453 - mmaction - INFO - Epoch [138][800/2147] lr: 8.898e-02, eta: 4 days, 21:54:27, time: 1.538, data_time: 0.001, memory: 16628, top1_acc: 0.3884, top5_acc: 0.6304, loss_cls: 2.7797, loss: 2.7797, grad_norm: 2.2173 2021-01-24 15:44:20,467 - mmaction - INFO - Epoch [138][820/2147] lr: 8.898e-02, eta: 4 days, 21:53:50, time: 1.448, data_time: 0.004, memory: 16628, top1_acc: 0.3969, top5_acc: 0.6536, loss_cls: 2.6579, loss: 2.6579, grad_norm: 2.1590 2021-01-24 15:44:49,449 - mmaction - INFO - Epoch [138][840/2147] lr: 8.898e-02, eta: 4 days, 21:53:13, time: 1.453, data_time: 0.005, memory: 16628, top1_acc: 0.4268, top5_acc: 0.6607, loss_cls: 2.6078, loss: 2.6078, grad_norm: 2.1925 2021-01-24 15:45:20,384 - mmaction - INFO - Epoch [138][860/2147] lr: 8.898e-02, eta: 4 days, 21:52:37, time: 1.541, data_time: 0.002, memory: 16628, top1_acc: 0.3817, top5_acc: 0.6415, loss_cls: 2.7318, loss: 2.7318, grad_norm: 2.2444 2021-01-24 15:45:51,348 - mmaction - INFO - Epoch [138][880/2147] lr: 8.898e-02, eta: 4 days, 21:52:02, time: 1.554, data_time: 0.009, memory: 16628, top1_acc: 0.3942, top5_acc: 0.6393, loss_cls: 2.7576, loss: 2.7576, grad_norm: 2.2572 2021-01-24 15:46:22,993 - mmaction - INFO - Epoch [138][900/2147] lr: 8.898e-02, eta: 4 days, 21:51:27, time: 1.582, data_time: 0.004, memory: 16628, top1_acc: 0.4031, top5_acc: 0.6424, loss_cls: 2.7115, loss: 2.7115, grad_norm: 2.1912 2021-01-24 15:46:56,721 - mmaction - INFO - Epoch [138][920/2147] lr: 8.898e-02, eta: 4 days, 21:50:54, time: 1.682, data_time: 0.006, memory: 16628, top1_acc: 0.3987, top5_acc: 0.6411, loss_cls: 2.7086, loss: 2.7086, grad_norm: 2.2091 2021-01-24 15:47:27,329 - mmaction - INFO - Epoch [138][940/2147] lr: 8.898e-02, eta: 4 days, 21:50:18, time: 1.526, data_time: 0.010, memory: 16628, top1_acc: 0.3991, top5_acc: 0.6478, loss_cls: 2.6997, loss: 2.6997, grad_norm: 2.2247 2021-01-24 15:48:02,054 - mmaction - INFO - Epoch [138][960/2147] lr: 8.898e-02, eta: 4 days, 21:49:46, time: 1.744, data_time: 0.012, memory: 16628, top1_acc: 0.4022, top5_acc: 0.6531, loss_cls: 2.6921, loss: 2.6921, grad_norm: 2.2750 2021-01-24 15:48:34,974 - mmaction - INFO - Epoch [138][980/2147] lr: 8.898e-02, eta: 4 days, 21:49:12, time: 1.640, data_time: 0.012, memory: 16628, top1_acc: 0.4054, top5_acc: 0.6598, loss_cls: 2.6770, loss: 2.6770, grad_norm: 2.1995 2021-01-24 15:49:04,880 - mmaction - INFO - Epoch [138][1000/2147] lr: 8.898e-02, eta: 4 days, 21:48:36, time: 1.502, data_time: 0.015, memory: 16628, top1_acc: 0.4103, top5_acc: 0.6638, loss_cls: 2.6237, loss: 2.6237, grad_norm: 2.2480 2021-01-24 15:49:36,438 - mmaction - INFO - Epoch [138][1020/2147] lr: 8.898e-02, eta: 4 days, 21:48:01, time: 1.575, data_time: 0.002, memory: 16628, top1_acc: 0.3969, top5_acc: 0.6446, loss_cls: 2.7470, loss: 2.7470, grad_norm: 2.2424 2021-01-24 15:50:06,135 - mmaction - INFO - Epoch [138][1040/2147] lr: 8.898e-02, eta: 4 days, 21:47:25, time: 1.485, data_time: 0.006, memory: 16628, top1_acc: 0.4045, top5_acc: 0.6643, loss_cls: 2.6567, loss: 2.6567, grad_norm: 2.2142 2021-01-24 15:50:36,168 - mmaction - INFO - Epoch [138][1060/2147] lr: 8.898e-02, eta: 4 days, 21:46:49, time: 1.503, data_time: 0.006, memory: 16628, top1_acc: 0.4054, top5_acc: 0.6473, loss_cls: 2.6966, loss: 2.6966, grad_norm: 2.2182 2021-01-24 15:51:06,722 - mmaction - INFO - Epoch [138][1080/2147] lr: 8.898e-02, eta: 4 days, 21:46:13, time: 1.525, data_time: 0.021, memory: 16628, top1_acc: 0.3978, top5_acc: 0.6527, loss_cls: 2.6846, loss: 2.6846, grad_norm: 2.2081 2021-01-24 15:51:36,481 - mmaction - INFO - Epoch [138][1100/2147] lr: 8.898e-02, eta: 4 days, 21:45:37, time: 1.489, data_time: 0.009, memory: 16628, top1_acc: 0.3924, top5_acc: 0.6473, loss_cls: 2.6914, loss: 2.6914, grad_norm: 2.2504 2021-01-24 15:52:05,981 - mmaction - INFO - Epoch [138][1120/2147] lr: 8.898e-02, eta: 4 days, 21:45:00, time: 1.478, data_time: 0.007, memory: 16628, top1_acc: 0.3964, top5_acc: 0.6415, loss_cls: 2.7004, loss: 2.7004, grad_norm: 2.2091 2021-01-24 15:52:37,293 - mmaction - INFO - Epoch [138][1140/2147] lr: 8.898e-02, eta: 4 days, 21:44:25, time: 1.564, data_time: 0.006, memory: 16628, top1_acc: 0.4027, top5_acc: 0.6518, loss_cls: 2.7144, loss: 2.7144, grad_norm: 2.2646 2021-01-24 15:53:08,379 - mmaction - INFO - Epoch [138][1160/2147] lr: 8.898e-02, eta: 4 days, 21:43:50, time: 1.552, data_time: 0.004, memory: 16628, top1_acc: 0.3991, top5_acc: 0.6420, loss_cls: 2.7056, loss: 2.7056, grad_norm: 2.2466 2021-01-24 15:53:37,024 - mmaction - INFO - Epoch [138][1180/2147] lr: 8.898e-02, eta: 4 days, 21:43:12, time: 1.435, data_time: 0.010, memory: 16628, top1_acc: 0.3750, top5_acc: 0.6371, loss_cls: 2.7278, loss: 2.7278, grad_norm: 2.1970 2021-01-24 15:54:07,551 - mmaction - INFO - Epoch [138][1200/2147] lr: 8.898e-02, eta: 4 days, 21:42:36, time: 1.526, data_time: 0.002, memory: 16628, top1_acc: 0.3924, top5_acc: 0.6478, loss_cls: 2.7282, loss: 2.7282, grad_norm: 2.2244 2021-01-24 15:54:39,492 - mmaction - INFO - Epoch [138][1220/2147] lr: 8.898e-02, eta: 4 days, 21:42:02, time: 1.590, data_time: 0.005, memory: 16628, top1_acc: 0.3911, top5_acc: 0.6406, loss_cls: 2.7090, loss: 2.7090, grad_norm: 2.2178 2021-01-24 15:55:10,412 - mmaction - INFO - Epoch [138][1240/2147] lr: 8.898e-02, eta: 4 days, 21:41:27, time: 1.553, data_time: 0.021, memory: 16628, top1_acc: 0.4156, top5_acc: 0.6647, loss_cls: 2.6394, loss: 2.6394, grad_norm: 2.2080 2021-01-24 15:55:40,451 - mmaction - INFO - Epoch [138][1260/2147] lr: 8.898e-02, eta: 4 days, 21:40:50, time: 1.501, data_time: 0.002, memory: 16628, top1_acc: 0.3888, top5_acc: 0.6344, loss_cls: 2.7280, loss: 2.7280, grad_norm: 2.2867 2021-01-24 15:56:11,159 - mmaction - INFO - Epoch [138][1280/2147] lr: 8.898e-02, eta: 4 days, 21:40:15, time: 1.535, data_time: 0.007, memory: 16628, top1_acc: 0.3839, top5_acc: 0.6420, loss_cls: 2.7405, loss: 2.7405, grad_norm: 2.2728 2021-01-24 15:56:42,028 - mmaction - INFO - Epoch [138][1300/2147] lr: 8.898e-02, eta: 4 days, 21:39:39, time: 1.546, data_time: 0.008, memory: 16628, top1_acc: 0.3893, top5_acc: 0.6451, loss_cls: 2.7118, loss: 2.7118, grad_norm: 2.1782 2021-01-24 15:57:12,949 - mmaction - INFO - Epoch [138][1320/2147] lr: 8.898e-02, eta: 4 days, 21:39:04, time: 1.544, data_time: 0.003, memory: 16628, top1_acc: 0.3973, top5_acc: 0.6607, loss_cls: 2.6389, loss: 2.6389, grad_norm: 2.1828 2021-01-24 15:57:42,236 - mmaction - INFO - Epoch [138][1340/2147] lr: 8.898e-02, eta: 4 days, 21:38:27, time: 1.465, data_time: 0.004, memory: 16628, top1_acc: 0.4179, top5_acc: 0.6558, loss_cls: 2.5948, loss: 2.5948, grad_norm: 2.1182 2021-01-24 15:58:13,548 - mmaction - INFO - Epoch [138][1360/2147] lr: 8.898e-02, eta: 4 days, 21:37:52, time: 1.567, data_time: 0.004, memory: 16628, top1_acc: 0.3763, top5_acc: 0.6411, loss_cls: 2.7879, loss: 2.7879, grad_norm: 2.2620 2021-01-24 15:58:42,851 - mmaction - INFO - Epoch [138][1380/2147] lr: 8.898e-02, eta: 4 days, 21:37:15, time: 1.463, data_time: 0.010, memory: 16628, top1_acc: 0.4058, top5_acc: 0.6527, loss_cls: 2.7178, loss: 2.7178, grad_norm: 2.2190 2021-01-24 15:59:12,146 - mmaction - INFO - Epoch [138][1400/2147] lr: 8.898e-02, eta: 4 days, 21:36:39, time: 1.466, data_time: 0.005, memory: 16628, top1_acc: 0.3991, top5_acc: 0.6487, loss_cls: 2.6438, loss: 2.6438, grad_norm: 2.2653 2021-01-24 15:59:42,366 - mmaction - INFO - Epoch [138][1420/2147] lr: 8.898e-02, eta: 4 days, 21:36:03, time: 1.512, data_time: 0.004, memory: 16628, top1_acc: 0.4058, top5_acc: 0.6536, loss_cls: 2.6655, loss: 2.6655, grad_norm: 2.1920 2021-01-24 16:00:10,991 - mmaction - INFO - Epoch [138][1440/2147] lr: 8.898e-02, eta: 4 days, 21:35:25, time: 1.431, data_time: 0.003, memory: 16628, top1_acc: 0.3821, top5_acc: 0.6379, loss_cls: 2.7725, loss: 2.7725, grad_norm: 2.2437 2021-01-24 16:00:40,084 - mmaction - INFO - Epoch [138][1460/2147] lr: 8.898e-02, eta: 4 days, 21:34:48, time: 1.455, data_time: 0.007, memory: 16628, top1_acc: 0.3920, top5_acc: 0.6406, loss_cls: 2.7089, loss: 2.7089, grad_norm: 2.2006 2021-01-24 16:01:10,224 - mmaction - INFO - Epoch [138][1480/2147] lr: 8.898e-02, eta: 4 days, 21:34:12, time: 1.500, data_time: 0.008, memory: 16628, top1_acc: 0.3817, top5_acc: 0.6442, loss_cls: 2.7677, loss: 2.7677, grad_norm: 2.2222 2021-01-24 16:01:47,421 - mmaction - INFO - Epoch [138][1500/2147] lr: 8.898e-02, eta: 4 days, 21:33:42, time: 1.838, data_time: 0.009, memory: 16628, top1_acc: 0.3871, top5_acc: 0.6518, loss_cls: 2.7045, loss: 2.7045, grad_norm: 2.1822 2021-01-24 16:02:19,383 - mmaction - INFO - Epoch [138][1520/2147] lr: 8.898e-02, eta: 4 days, 21:33:08, time: 1.624, data_time: 0.042, memory: 16628, top1_acc: 0.3879, top5_acc: 0.6491, loss_cls: 2.7488, loss: 2.7488, grad_norm: 2.2544 2021-01-24 16:02:51,704 - mmaction - INFO - Epoch [138][1540/2147] lr: 8.898e-02, eta: 4 days, 21:32:33, time: 1.618, data_time: 0.011, memory: 16628, top1_acc: 0.4022, top5_acc: 0.6536, loss_cls: 2.6933, loss: 2.6933, grad_norm: 2.2645 2021-01-24 16:03:20,399 - mmaction - INFO - Epoch [138][1560/2147] lr: 8.898e-02, eta: 4 days, 21:31:56, time: 1.432, data_time: 0.002, memory: 16628, top1_acc: 0.4085, top5_acc: 0.6491, loss_cls: 2.7041, loss: 2.7041, grad_norm: 2.2112 2021-01-24 16:03:51,206 - mmaction - INFO - Epoch [138][1580/2147] lr: 8.898e-02, eta: 4 days, 21:31:21, time: 1.543, data_time: 0.004, memory: 16628, top1_acc: 0.4022, top5_acc: 0.6683, loss_cls: 2.6338, loss: 2.6338, grad_norm: 2.1933 2021-01-24 16:04:22,622 - mmaction - INFO - Epoch [138][1600/2147] lr: 8.898e-02, eta: 4 days, 21:30:46, time: 1.570, data_time: 0.006, memory: 16628, top1_acc: 0.3933, top5_acc: 0.6616, loss_cls: 2.6611, loss: 2.6611, grad_norm: 2.2582 2021-01-24 16:04:51,211 - mmaction - INFO - Epoch [138][1620/2147] lr: 8.898e-02, eta: 4 days, 21:30:08, time: 1.425, data_time: 0.004, memory: 16628, top1_acc: 0.4040, top5_acc: 0.6536, loss_cls: 2.6534, loss: 2.6534, grad_norm: 2.2259 2021-01-24 16:05:20,169 - mmaction - INFO - Epoch [138][1640/2147] lr: 8.898e-02, eta: 4 days, 21:29:31, time: 1.452, data_time: 0.010, memory: 16628, top1_acc: 0.4031, top5_acc: 0.6647, loss_cls: 2.6175, loss: 2.6175, grad_norm: 2.2393 2021-01-24 16:05:50,862 - mmaction - INFO - Epoch [138][1660/2147] lr: 8.898e-02, eta: 4 days, 21:28:56, time: 1.533, data_time: 0.005, memory: 16628, top1_acc: 0.4000, top5_acc: 0.6670, loss_cls: 2.6648, loss: 2.6648, grad_norm: 2.2174 2021-01-24 16:06:22,654 - mmaction - INFO - Epoch [138][1680/2147] lr: 8.898e-02, eta: 4 days, 21:28:21, time: 1.580, data_time: 0.003, memory: 16628, top1_acc: 0.4004, top5_acc: 0.6638, loss_cls: 2.6442, loss: 2.6442, grad_norm: 2.1307 2021-01-24 16:06:53,666 - mmaction - INFO - Epoch [138][1700/2147] lr: 8.898e-02, eta: 4 days, 21:27:46, time: 1.558, data_time: 0.021, memory: 16628, top1_acc: 0.3987, top5_acc: 0.6687, loss_cls: 2.6688, loss: 2.6688, grad_norm: 2.2511 2021-01-24 16:07:25,473 - mmaction - INFO - Epoch [138][1720/2147] lr: 8.898e-02, eta: 4 days, 21:27:11, time: 1.592, data_time: 0.015, memory: 16628, top1_acc: 0.3933, top5_acc: 0.6482, loss_cls: 2.7035, loss: 2.7035, grad_norm: 2.2702 2021-01-24 16:07:58,458 - mmaction - INFO - Epoch [138][1740/2147] lr: 8.898e-02, eta: 4 days, 21:26:37, time: 1.651, data_time: 0.004, memory: 16628, top1_acc: 0.3862, top5_acc: 0.6237, loss_cls: 2.8200, loss: 2.8200, grad_norm: 2.2509 2021-01-24 16:08:28,882 - mmaction - INFO - Epoch [138][1760/2147] lr: 8.898e-02, eta: 4 days, 21:26:02, time: 1.522, data_time: 0.003, memory: 16628, top1_acc: 0.4054, top5_acc: 0.6500, loss_cls: 2.6723, loss: 2.6723, grad_norm: 2.1588 2021-01-24 16:09:01,443 - mmaction - INFO - Epoch [138][1780/2147] lr: 8.898e-02, eta: 4 days, 21:25:28, time: 1.628, data_time: 0.005, memory: 16628, top1_acc: 0.4152, top5_acc: 0.6696, loss_cls: 2.6043, loss: 2.6043, grad_norm: 2.2156 2021-01-24 16:09:31,835 - mmaction - INFO - Epoch [138][1800/2147] lr: 8.898e-02, eta: 4 days, 21:24:52, time: 1.506, data_time: 0.002, memory: 16628, top1_acc: 0.3996, top5_acc: 0.6406, loss_cls: 2.7264, loss: 2.7264, grad_norm: 2.1931 2021-01-24 16:10:00,501 - mmaction - INFO - Epoch [138][1820/2147] lr: 8.898e-02, eta: 4 days, 21:24:15, time: 1.448, data_time: 0.022, memory: 16628, top1_acc: 0.4071, top5_acc: 0.6554, loss_cls: 2.6613, loss: 2.6613, grad_norm: 2.1673 2021-01-24 16:10:32,101 - mmaction - INFO - Epoch [138][1840/2147] lr: 8.898e-02, eta: 4 days, 21:23:40, time: 1.579, data_time: 0.002, memory: 16628, top1_acc: 0.3964, top5_acc: 0.6478, loss_cls: 2.7061, loss: 2.7061, grad_norm: 2.2185 2021-01-24 16:11:01,627 - mmaction - INFO - Epoch [138][1860/2147] lr: 8.898e-02, eta: 4 days, 21:23:03, time: 1.475, data_time: 0.005, memory: 16628, top1_acc: 0.4013, top5_acc: 0.6513, loss_cls: 2.7014, loss: 2.7014, grad_norm: 2.1940 2021-01-24 16:11:31,259 - mmaction - INFO - Epoch [138][1880/2147] lr: 8.898e-02, eta: 4 days, 21:22:27, time: 1.482, data_time: 0.008, memory: 16628, top1_acc: 0.3933, top5_acc: 0.6563, loss_cls: 2.6779, loss: 2.6779, grad_norm: 2.2124 2021-01-24 16:12:01,905 - mmaction - INFO - Epoch [138][1900/2147] lr: 8.898e-02, eta: 4 days, 21:21:51, time: 1.534, data_time: 0.009, memory: 16628, top1_acc: 0.3853, top5_acc: 0.6411, loss_cls: 2.7716, loss: 2.7716, grad_norm: 2.2817 2021-01-24 16:12:33,933 - mmaction - INFO - Epoch [138][1920/2147] lr: 8.898e-02, eta: 4 days, 21:21:17, time: 1.602, data_time: 0.003, memory: 16628, top1_acc: 0.3969, top5_acc: 0.6420, loss_cls: 2.7426, loss: 2.7426, grad_norm: 2.2196 2021-01-24 16:13:04,712 - mmaction - INFO - Epoch [138][1940/2147] lr: 8.898e-02, eta: 4 days, 21:20:41, time: 1.539, data_time: 0.004, memory: 16628, top1_acc: 0.4134, top5_acc: 0.6732, loss_cls: 2.6369, loss: 2.6369, grad_norm: 2.1979 2021-01-24 16:13:34,112 - mmaction - INFO - Epoch [138][1960/2147] lr: 8.898e-02, eta: 4 days, 21:20:04, time: 1.468, data_time: 0.002, memory: 16628, top1_acc: 0.3946, top5_acc: 0.6603, loss_cls: 2.6895, loss: 2.6895, grad_norm: 2.2091 2021-01-24 16:14:07,354 - mmaction - INFO - Epoch [138][1980/2147] lr: 8.898e-02, eta: 4 days, 21:19:31, time: 1.663, data_time: 0.003, memory: 16628, top1_acc: 0.4071, top5_acc: 0.6558, loss_cls: 2.6937, loss: 2.6937, grad_norm: 2.1749 2021-01-24 16:14:37,327 - mmaction - INFO - Epoch [138][2000/2147] lr: 8.898e-02, eta: 4 days, 21:18:55, time: 1.498, data_time: 0.003, memory: 16628, top1_acc: 0.3996, top5_acc: 0.6487, loss_cls: 2.6916, loss: 2.6916, grad_norm: 2.2256 2021-01-24 16:15:06,326 - mmaction - INFO - Epoch [138][2020/2147] lr: 8.898e-02, eta: 4 days, 21:18:18, time: 1.450, data_time: 0.006, memory: 16628, top1_acc: 0.4112, top5_acc: 0.6616, loss_cls: 2.6216, loss: 2.6216, grad_norm: 2.2091 2021-01-24 16:15:35,871 - mmaction - INFO - Epoch [138][2040/2147] lr: 8.898e-02, eta: 4 days, 21:17:41, time: 1.478, data_time: 0.007, memory: 16628, top1_acc: 0.4022, top5_acc: 0.6540, loss_cls: 2.6566, loss: 2.6566, grad_norm: 2.2763 2021-01-24 16:16:04,564 - mmaction - INFO - Epoch [138][2060/2147] lr: 8.898e-02, eta: 4 days, 21:17:04, time: 1.435, data_time: 0.003, memory: 16628, top1_acc: 0.4094, top5_acc: 0.6504, loss_cls: 2.6809, loss: 2.6809, grad_norm: 2.1812 2021-01-24 16:16:33,287 - mmaction - INFO - Epoch [138][2080/2147] lr: 8.898e-02, eta: 4 days, 21:16:27, time: 1.436, data_time: 0.003, memory: 16628, top1_acc: 0.3924, top5_acc: 0.6504, loss_cls: 2.7213, loss: 2.7213, grad_norm: 2.2401 2021-01-24 16:17:13,122 - mmaction - INFO - Epoch [138][2100/2147] lr: 8.898e-02, eta: 4 days, 21:15:59, time: 1.991, data_time: 0.143, memory: 16628, top1_acc: 0.3830, top5_acc: 0.6348, loss_cls: 2.7335, loss: 2.7335, grad_norm: 2.2279 2021-01-24 16:17:43,656 - mmaction - INFO - Epoch [138][2120/2147] lr: 8.898e-02, eta: 4 days, 21:15:23, time: 1.527, data_time: 0.004, memory: 16628, top1_acc: 0.4004, top5_acc: 0.6567, loss_cls: 2.6498, loss: 2.6498, grad_norm: 2.1892 2021-01-24 16:18:13,381 - mmaction - INFO - Epoch [138][2140/2147] lr: 8.898e-02, eta: 4 days, 21:14:47, time: 1.484, data_time: 0.003, memory: 16628, top1_acc: 0.3920, top5_acc: 0.6424, loss_cls: 2.6828, loss: 2.6828, grad_norm: 2.2589 2021-01-24 16:23:46,463 - mmaction - INFO - Epoch [139][20/2147] lr: 8.776e-02, eta: 4 days, 21:17:48, time: 15.500, data_time: 13.800, memory: 16628, top1_acc: 0.4210, top5_acc: 0.6598, loss_cls: 2.5961, loss: 2.5961, grad_norm: 2.1938 2021-01-24 16:24:17,036 - mmaction - INFO - Epoch [139][40/2147] lr: 8.776e-02, eta: 4 days, 21:17:13, time: 1.526, data_time: 0.015, memory: 16628, top1_acc: 0.4045, top5_acc: 0.6397, loss_cls: 2.7183, loss: 2.7183, grad_norm: 2.3212 2021-01-24 16:24:45,618 - mmaction - INFO - Epoch [139][60/2147] lr: 8.776e-02, eta: 4 days, 21:16:35, time: 1.434, data_time: 0.007, memory: 16628, top1_acc: 0.3964, top5_acc: 0.6500, loss_cls: 2.6994, loss: 2.6994, grad_norm: 2.2213 2021-01-24 16:25:15,282 - mmaction - INFO - Epoch [139][80/2147] lr: 8.776e-02, eta: 4 days, 21:15:59, time: 1.481, data_time: 0.002, memory: 16628, top1_acc: 0.4129, top5_acc: 0.6482, loss_cls: 2.6498, loss: 2.6498, grad_norm: 2.1940 2021-01-24 16:25:45,893 - mmaction - INFO - Epoch [139][100/2147] lr: 8.776e-02, eta: 4 days, 21:15:23, time: 1.530, data_time: 0.006, memory: 16628, top1_acc: 0.4027, top5_acc: 0.6652, loss_cls: 2.6283, loss: 2.6283, grad_norm: 2.2495 2021-01-24 16:26:15,773 - mmaction - INFO - Epoch [139][120/2147] lr: 8.776e-02, eta: 4 days, 21:14:47, time: 1.496, data_time: 0.012, memory: 16628, top1_acc: 0.4138, top5_acc: 0.6728, loss_cls: 2.5848, loss: 2.5848, grad_norm: 2.2640 2021-01-24 16:26:47,666 - mmaction - INFO - Epoch [139][140/2147] lr: 8.776e-02, eta: 4 days, 21:14:12, time: 1.589, data_time: 0.002, memory: 16628, top1_acc: 0.3964, top5_acc: 0.6469, loss_cls: 2.7309, loss: 2.7309, grad_norm: 2.2695 2021-01-24 16:27:18,547 - mmaction - INFO - Epoch [139][160/2147] lr: 8.776e-02, eta: 4 days, 21:13:37, time: 1.549, data_time: 0.008, memory: 16628, top1_acc: 0.3929, top5_acc: 0.6625, loss_cls: 2.6720, loss: 2.6720, grad_norm: 2.2055 2021-01-24 16:27:48,885 - mmaction - INFO - Epoch [139][180/2147] lr: 8.776e-02, eta: 4 days, 21:13:01, time: 1.516, data_time: 0.001, memory: 16628, top1_acc: 0.4134, top5_acc: 0.6576, loss_cls: 2.6138, loss: 2.6138, grad_norm: 2.2231 2021-01-24 16:28:18,377 - mmaction - INFO - Epoch [139][200/2147] lr: 8.776e-02, eta: 4 days, 21:12:24, time: 1.475, data_time: 0.006, memory: 16628, top1_acc: 0.4018, top5_acc: 0.6580, loss_cls: 2.7125, loss: 2.7125, grad_norm: 2.2956 2021-01-24 16:28:49,553 - mmaction - INFO - Epoch [139][220/2147] lr: 8.776e-02, eta: 4 days, 21:11:49, time: 1.557, data_time: 0.013, memory: 16628, top1_acc: 0.4018, top5_acc: 0.6513, loss_cls: 2.6899, loss: 2.6899, grad_norm: 2.2248 2021-01-24 16:29:19,023 - mmaction - INFO - Epoch [139][240/2147] lr: 8.776e-02, eta: 4 days, 21:11:13, time: 1.474, data_time: 0.005, memory: 16628, top1_acc: 0.3920, top5_acc: 0.6339, loss_cls: 2.7513, loss: 2.7513, grad_norm: 2.1923 2021-01-24 16:29:49,363 - mmaction - INFO - Epoch [139][260/2147] lr: 8.776e-02, eta: 4 days, 21:10:37, time: 1.518, data_time: 0.004, memory: 16628, top1_acc: 0.4223, top5_acc: 0.6683, loss_cls: 2.6153, loss: 2.6153, grad_norm: 2.1342 2021-01-24 16:30:20,196 - mmaction - INFO - Epoch [139][280/2147] lr: 8.776e-02, eta: 4 days, 21:10:01, time: 1.542, data_time: 0.008, memory: 16628, top1_acc: 0.3955, top5_acc: 0.6393, loss_cls: 2.6951, loss: 2.6951, grad_norm: 2.2451 2021-01-24 16:30:48,813 - mmaction - INFO - Epoch [139][300/2147] lr: 8.776e-02, eta: 4 days, 21:09:24, time: 1.432, data_time: 0.006, memory: 16628, top1_acc: 0.4049, top5_acc: 0.6513, loss_cls: 2.6976, loss: 2.6976, grad_norm: 2.2263 2021-01-24 16:31:19,321 - mmaction - INFO - Epoch [139][320/2147] lr: 8.776e-02, eta: 4 days, 21:08:48, time: 1.526, data_time: 0.001, memory: 16628, top1_acc: 0.4009, top5_acc: 0.6638, loss_cls: 2.6699, loss: 2.6699, grad_norm: 2.2325 2021-01-24 16:31:58,987 - mmaction - INFO - Epoch [139][340/2147] lr: 8.776e-02, eta: 4 days, 21:08:20, time: 1.975, data_time: 0.010, memory: 16628, top1_acc: 0.4147, top5_acc: 0.6625, loss_cls: 2.6391, loss: 2.6391, grad_norm: 2.2416 2021-01-24 16:32:28,048 - mmaction - INFO - Epoch [139][360/2147] lr: 8.776e-02, eta: 4 days, 21:07:43, time: 1.461, data_time: 0.015, memory: 16628, top1_acc: 0.4103, top5_acc: 0.6536, loss_cls: 2.6765, loss: 2.6765, grad_norm: 2.2525 2021-01-24 16:33:00,590 - mmaction - INFO - Epoch [139][380/2147] lr: 8.776e-02, eta: 4 days, 21:07:09, time: 1.624, data_time: 0.002, memory: 16628, top1_acc: 0.3933, top5_acc: 0.6571, loss_cls: 2.6772, loss: 2.6772, grad_norm: 2.2449 2021-01-24 16:33:29,535 - mmaction - INFO - Epoch [139][400/2147] lr: 8.776e-02, eta: 4 days, 21:06:32, time: 1.449, data_time: 0.009, memory: 16628, top1_acc: 0.3996, top5_acc: 0.6504, loss_cls: 2.6535, loss: 2.6535, grad_norm: 2.2608 2021-01-24 16:33:59,640 - mmaction - INFO - Epoch [139][420/2147] lr: 8.776e-02, eta: 4 days, 21:05:56, time: 1.504, data_time: 0.003, memory: 16628, top1_acc: 0.4040, top5_acc: 0.6460, loss_cls: 2.6849, loss: 2.6849, grad_norm: 2.2445 2021-01-24 16:34:30,121 - mmaction - INFO - Epoch [139][440/2147] lr: 8.776e-02, eta: 4 days, 21:05:20, time: 1.524, data_time: 0.006, memory: 16628, top1_acc: 0.4031, top5_acc: 0.6656, loss_cls: 2.6350, loss: 2.6350, grad_norm: 2.2112 2021-01-24 16:35:01,243 - mmaction - INFO - Epoch [139][460/2147] lr: 8.776e-02, eta: 4 days, 21:04:45, time: 1.558, data_time: 0.005, memory: 16628, top1_acc: 0.4062, top5_acc: 0.6513, loss_cls: 2.6860, loss: 2.6860, grad_norm: 2.2113 2021-01-24 16:35:32,038 - mmaction - INFO - Epoch [139][480/2147] lr: 8.776e-02, eta: 4 days, 21:04:10, time: 1.539, data_time: 0.008, memory: 16628, top1_acc: 0.4134, top5_acc: 0.6594, loss_cls: 2.6590, loss: 2.6590, grad_norm: 2.2180 2021-01-24 16:36:00,953 - mmaction - INFO - Epoch [139][500/2147] lr: 8.776e-02, eta: 4 days, 21:03:32, time: 1.445, data_time: 0.003, memory: 16628, top1_acc: 0.3982, top5_acc: 0.6580, loss_cls: 2.6401, loss: 2.6401, grad_norm: 2.2128 2021-01-24 16:36:30,956 - mmaction - INFO - Epoch [139][520/2147] lr: 8.776e-02, eta: 4 days, 21:02:56, time: 1.498, data_time: 0.006, memory: 16628, top1_acc: 0.4004, top5_acc: 0.6629, loss_cls: 2.6518, loss: 2.6518, grad_norm: 2.2725 2021-01-24 16:37:01,963 - mmaction - INFO - Epoch [139][540/2147] lr: 8.776e-02, eta: 4 days, 21:02:21, time: 1.553, data_time: 0.006, memory: 16628, top1_acc: 0.4094, top5_acc: 0.6585, loss_cls: 2.6540, loss: 2.6540, grad_norm: 2.3055 2021-01-24 16:37:31,885 - mmaction - INFO - Epoch [139][560/2147] lr: 8.776e-02, eta: 4 days, 21:01:45, time: 1.492, data_time: 0.008, memory: 16628, top1_acc: 0.4138, top5_acc: 0.6661, loss_cls: 2.6130, loss: 2.6130, grad_norm: 2.2359 2021-01-24 16:38:02,467 - mmaction - INFO - Epoch [139][580/2147] lr: 8.776e-02, eta: 4 days, 21:01:09, time: 1.533, data_time: 0.007, memory: 16628, top1_acc: 0.4062, top5_acc: 0.6464, loss_cls: 2.6709, loss: 2.6709, grad_norm: 2.2775 2021-01-24 16:38:34,211 - mmaction - INFO - Epoch [139][600/2147] lr: 8.776e-02, eta: 4 days, 21:00:34, time: 1.585, data_time: 0.005, memory: 16628, top1_acc: 0.4134, top5_acc: 0.6643, loss_cls: 2.6256, loss: 2.6256, grad_norm: 2.2417 2021-01-24 16:39:02,995 - mmaction - INFO - Epoch [139][620/2147] lr: 8.776e-02, eta: 4 days, 20:59:57, time: 1.443, data_time: 0.010, memory: 16628, top1_acc: 0.3906, top5_acc: 0.6491, loss_cls: 2.6942, loss: 2.6942, grad_norm: 2.2136 2021-01-24 16:39:33,759 - mmaction - INFO - Epoch [139][640/2147] lr: 8.776e-02, eta: 4 days, 20:59:22, time: 1.536, data_time: 0.001, memory: 16628, top1_acc: 0.3996, top5_acc: 0.6446, loss_cls: 2.7244, loss: 2.7244, grad_norm: 2.2803 2021-01-24 16:40:05,611 - mmaction - INFO - Epoch [139][660/2147] lr: 8.776e-02, eta: 4 days, 20:58:47, time: 1.590, data_time: 0.003, memory: 16628, top1_acc: 0.4018, top5_acc: 0.6701, loss_cls: 2.6472, loss: 2.6472, grad_norm: 2.2151 2021-01-24 16:40:34,446 - mmaction - INFO - Epoch [139][680/2147] lr: 8.776e-02, eta: 4 days, 20:58:10, time: 1.442, data_time: 0.014, memory: 16628, top1_acc: 0.4000, top5_acc: 0.6576, loss_cls: 2.6924, loss: 2.6924, grad_norm: 2.2297 2021-01-24 16:41:06,760 - mmaction - INFO - Epoch [139][700/2147] lr: 8.776e-02, eta: 4 days, 20:57:36, time: 1.619, data_time: 0.009, memory: 16628, top1_acc: 0.4103, top5_acc: 0.6571, loss_cls: 2.6817, loss: 2.6817, grad_norm: 2.2315 2021-01-24 16:41:44,576 - mmaction - INFO - Epoch [139][720/2147] lr: 8.776e-02, eta: 4 days, 20:57:05, time: 1.830, data_time: 0.003, memory: 16628, top1_acc: 0.3978, top5_acc: 0.6580, loss_cls: 2.6737, loss: 2.6737, grad_norm: 2.2576 2021-01-24 16:42:13,446 - mmaction - INFO - Epoch [139][740/2147] lr: 8.776e-02, eta: 4 days, 20:56:29, time: 1.502, data_time: 0.063, memory: 16628, top1_acc: 0.4089, top5_acc: 0.6473, loss_cls: 2.6563, loss: 2.6563, grad_norm: 2.2180 2021-01-24 16:42:42,181 - mmaction - INFO - Epoch [139][760/2147] lr: 8.776e-02, eta: 4 days, 20:55:52, time: 1.436, data_time: 0.006, memory: 16628, top1_acc: 0.4143, top5_acc: 0.6598, loss_cls: 2.6060, loss: 2.6060, grad_norm: 2.2410 2021-01-24 16:43:11,731 - mmaction - INFO - Epoch [139][780/2147] lr: 8.776e-02, eta: 4 days, 20:55:15, time: 1.479, data_time: 0.009, memory: 16628, top1_acc: 0.3777, top5_acc: 0.6344, loss_cls: 2.7791, loss: 2.7791, grad_norm: 2.3153 2021-01-24 16:43:43,832 - mmaction - INFO - Epoch [139][800/2147] lr: 8.776e-02, eta: 4 days, 20:54:41, time: 1.605, data_time: 0.003, memory: 16628, top1_acc: 0.3978, top5_acc: 0.6527, loss_cls: 2.7147, loss: 2.7147, grad_norm: 2.2249 2021-01-24 16:44:13,035 - mmaction - INFO - Epoch [139][820/2147] lr: 8.776e-02, eta: 4 days, 20:54:04, time: 1.457, data_time: 0.003, memory: 16628, top1_acc: 0.4170, top5_acc: 0.6647, loss_cls: 2.6281, loss: 2.6281, grad_norm: 2.2463 2021-01-24 16:44:41,983 - mmaction - INFO - Epoch [139][840/2147] lr: 8.776e-02, eta: 4 days, 20:53:27, time: 1.452, data_time: 0.014, memory: 16628, top1_acc: 0.3830, top5_acc: 0.6371, loss_cls: 2.8005, loss: 2.8005, grad_norm: 2.2951 2021-01-24 16:45:14,833 - mmaction - INFO - Epoch [139][860/2147] lr: 8.776e-02, eta: 4 days, 20:52:53, time: 1.641, data_time: 0.001, memory: 16628, top1_acc: 0.4214, top5_acc: 0.6522, loss_cls: 2.7023, loss: 2.7023, grad_norm: 2.2069 2021-01-24 16:45:43,843 - mmaction - INFO - Epoch [139][880/2147] lr: 8.776e-02, eta: 4 days, 20:52:16, time: 1.452, data_time: 0.003, memory: 16628, top1_acc: 0.4040, top5_acc: 0.6513, loss_cls: 2.6716, loss: 2.6716, grad_norm: 2.2322 2021-01-24 16:46:15,846 - mmaction - INFO - Epoch [139][900/2147] lr: 8.776e-02, eta: 4 days, 20:51:42, time: 1.597, data_time: 0.004, memory: 16628, top1_acc: 0.3960, top5_acc: 0.6638, loss_cls: 2.6579, loss: 2.6579, grad_norm: 2.2216 2021-01-24 16:46:45,971 - mmaction - INFO - Epoch [139][920/2147] lr: 8.776e-02, eta: 4 days, 20:51:06, time: 1.509, data_time: 0.019, memory: 16628, top1_acc: 0.3924, top5_acc: 0.6594, loss_cls: 2.7211, loss: 2.7211, grad_norm: 2.2239 2021-01-24 16:47:15,210 - mmaction - INFO - Epoch [139][940/2147] lr: 8.776e-02, eta: 4 days, 20:50:29, time: 1.462, data_time: 0.003, memory: 16628, top1_acc: 0.3888, top5_acc: 0.6518, loss_cls: 2.7123, loss: 2.7123, grad_norm: 2.2648 2021-01-24 16:47:43,969 - mmaction - INFO - Epoch [139][960/2147] lr: 8.776e-02, eta: 4 days, 20:49:52, time: 1.437, data_time: 0.002, memory: 16628, top1_acc: 0.3955, top5_acc: 0.6522, loss_cls: 2.6711, loss: 2.6711, grad_norm: 2.2531 2021-01-24 16:48:13,135 - mmaction - INFO - Epoch [139][980/2147] lr: 8.776e-02, eta: 4 days, 20:49:15, time: 1.460, data_time: 0.008, memory: 16628, top1_acc: 0.3951, top5_acc: 0.6420, loss_cls: 2.7124, loss: 2.7124, grad_norm: 2.2260 2021-01-24 16:48:42,042 - mmaction - INFO - Epoch [139][1000/2147] lr: 8.776e-02, eta: 4 days, 20:48:38, time: 1.443, data_time: 0.005, memory: 16628, top1_acc: 0.3862, top5_acc: 0.6420, loss_cls: 2.7290, loss: 2.7290, grad_norm: 2.2588 2021-01-24 16:49:12,668 - mmaction - INFO - Epoch [139][1020/2147] lr: 8.776e-02, eta: 4 days, 20:48:02, time: 1.528, data_time: 0.011, memory: 16628, top1_acc: 0.4094, top5_acc: 0.6594, loss_cls: 2.6361, loss: 2.6361, grad_norm: 2.1723 2021-01-24 16:49:41,491 - mmaction - INFO - Epoch [139][1040/2147] lr: 8.776e-02, eta: 4 days, 20:47:25, time: 1.445, data_time: 0.012, memory: 16628, top1_acc: 0.4049, top5_acc: 0.6621, loss_cls: 2.6271, loss: 2.6271, grad_norm: 2.2168 2021-01-24 16:50:11,294 - mmaction - INFO - Epoch [139][1060/2147] lr: 8.776e-02, eta: 4 days, 20:46:49, time: 1.492, data_time: 0.004, memory: 16628, top1_acc: 0.4259, top5_acc: 0.6790, loss_cls: 2.5690, loss: 2.5690, grad_norm: 2.2569 2021-01-24 16:50:40,410 - mmaction - INFO - Epoch [139][1080/2147] lr: 8.776e-02, eta: 4 days, 20:46:12, time: 1.456, data_time: 0.006, memory: 16628, top1_acc: 0.4062, top5_acc: 0.6527, loss_cls: 2.6866, loss: 2.6866, grad_norm: 2.2064 2021-01-24 16:51:11,076 - mmaction - INFO - Epoch [139][1100/2147] lr: 8.776e-02, eta: 4 days, 20:45:36, time: 1.529, data_time: 0.003, memory: 16628, top1_acc: 0.3964, top5_acc: 0.6522, loss_cls: 2.6785, loss: 2.6785, grad_norm: 2.2360 2021-01-24 16:51:46,564 - mmaction - INFO - Epoch [139][1120/2147] lr: 8.776e-02, eta: 4 days, 20:45:05, time: 1.774, data_time: 0.014, memory: 16628, top1_acc: 0.4027, top5_acc: 0.6612, loss_cls: 2.6998, loss: 2.6998, grad_norm: 2.2484 2021-01-24 16:52:15,263 - mmaction - INFO - Epoch [139][1140/2147] lr: 8.776e-02, eta: 4 days, 20:44:27, time: 1.439, data_time: 0.007, memory: 16628, top1_acc: 0.4121, top5_acc: 0.6478, loss_cls: 2.6930, loss: 2.6930, grad_norm: 2.2370 2021-01-24 16:52:45,107 - mmaction - INFO - Epoch [139][1160/2147] lr: 8.776e-02, eta: 4 days, 20:43:51, time: 1.493, data_time: 0.005, memory: 16628, top1_acc: 0.3866, top5_acc: 0.6451, loss_cls: 2.7138, loss: 2.7138, grad_norm: 2.2427 2021-01-24 16:53:14,376 - mmaction - INFO - Epoch [139][1180/2147] lr: 8.776e-02, eta: 4 days, 20:43:14, time: 1.449, data_time: 0.002, memory: 16628, top1_acc: 0.4004, top5_acc: 0.6504, loss_cls: 2.7121, loss: 2.7121, grad_norm: 2.2638 2021-01-24 16:53:48,101 - mmaction - INFO - Epoch [139][1200/2147] lr: 8.776e-02, eta: 4 days, 20:42:41, time: 1.693, data_time: 0.021, memory: 16628, top1_acc: 0.3888, top5_acc: 0.6531, loss_cls: 2.6989, loss: 2.6989, grad_norm: 2.2311 2021-01-24 16:54:17,471 - mmaction - INFO - Epoch [139][1220/2147] lr: 8.776e-02, eta: 4 days, 20:42:05, time: 1.476, data_time: 0.015, memory: 16628, top1_acc: 0.4147, top5_acc: 0.6638, loss_cls: 2.6465, loss: 2.6465, grad_norm: 2.2360 2021-01-24 16:54:51,877 - mmaction - INFO - Epoch [139][1240/2147] lr: 8.776e-02, eta: 4 days, 20:41:32, time: 1.718, data_time: 0.010, memory: 16628, top1_acc: 0.3942, top5_acc: 0.6357, loss_cls: 2.7303, loss: 2.7303, grad_norm: 2.1870 2021-01-24 16:55:21,987 - mmaction - INFO - Epoch [139][1260/2147] lr: 8.776e-02, eta: 4 days, 20:40:56, time: 1.506, data_time: 0.007, memory: 16628, top1_acc: 0.4049, top5_acc: 0.6598, loss_cls: 2.6496, loss: 2.6496, grad_norm: 2.2259 2021-01-24 16:55:57,881 - mmaction - INFO - Epoch [139][1280/2147] lr: 8.776e-02, eta: 4 days, 20:40:25, time: 1.793, data_time: 0.005, memory: 16628, top1_acc: 0.3973, top5_acc: 0.6304, loss_cls: 2.7379, loss: 2.7379, grad_norm: 2.2453 2021-01-24 16:56:27,360 - mmaction - INFO - Epoch [139][1300/2147] lr: 8.776e-02, eta: 4 days, 20:39:49, time: 1.474, data_time: 0.009, memory: 16628, top1_acc: 0.4009, top5_acc: 0.6500, loss_cls: 2.6757, loss: 2.6757, grad_norm: 2.1908 2021-01-24 16:56:59,328 - mmaction - INFO - Epoch [139][1320/2147] lr: 8.776e-02, eta: 4 days, 20:39:14, time: 1.601, data_time: 0.009, memory: 16628, top1_acc: 0.4152, top5_acc: 0.6554, loss_cls: 2.6215, loss: 2.6215, grad_norm: 2.2556 2021-01-24 16:57:28,894 - mmaction - INFO - Epoch [139][1340/2147] lr: 8.776e-02, eta: 4 days, 20:38:38, time: 1.478, data_time: 0.007, memory: 16628, top1_acc: 0.3920, top5_acc: 0.6491, loss_cls: 2.6864, loss: 2.6864, grad_norm: 2.2769 2021-01-24 16:58:01,130 - mmaction - INFO - Epoch [139][1360/2147] lr: 8.776e-02, eta: 4 days, 20:38:03, time: 1.609, data_time: 0.016, memory: 16628, top1_acc: 0.3987, top5_acc: 0.6442, loss_cls: 2.6764, loss: 2.6764, grad_norm: 2.2005 2021-01-24 16:58:33,335 - mmaction - INFO - Epoch [139][1380/2147] lr: 8.776e-02, eta: 4 days, 20:37:29, time: 1.612, data_time: 0.007, memory: 16628, top1_acc: 0.4152, top5_acc: 0.6549, loss_cls: 2.6688, loss: 2.6688, grad_norm: 2.2112 2021-01-24 16:59:02,522 - mmaction - INFO - Epoch [139][1400/2147] lr: 8.776e-02, eta: 4 days, 20:36:52, time: 1.461, data_time: 0.009, memory: 16628, top1_acc: 0.3808, top5_acc: 0.6384, loss_cls: 2.7622, loss: 2.7622, grad_norm: 2.2175 2021-01-24 16:59:32,137 - mmaction - INFO - Epoch [139][1420/2147] lr: 8.776e-02, eta: 4 days, 20:36:16, time: 1.483, data_time: 0.007, memory: 16628, top1_acc: 0.4058, top5_acc: 0.6536, loss_cls: 2.6811, loss: 2.6811, grad_norm: 2.2070 2021-01-24 17:00:00,896 - mmaction - INFO - Epoch [139][1440/2147] lr: 8.776e-02, eta: 4 days, 20:35:39, time: 1.438, data_time: 0.003, memory: 16628, top1_acc: 0.4000, top5_acc: 0.6562, loss_cls: 2.6357, loss: 2.6357, grad_norm: 2.2048 2021-01-24 17:00:31,846 - mmaction - INFO - Epoch [139][1460/2147] lr: 8.776e-02, eta: 4 days, 20:35:03, time: 1.538, data_time: 0.002, memory: 16628, top1_acc: 0.4156, top5_acc: 0.6554, loss_cls: 2.6524, loss: 2.6524, grad_norm: 2.1910 2021-01-24 17:01:02,285 - mmaction - INFO - Epoch [139][1480/2147] lr: 8.776e-02, eta: 4 days, 20:34:27, time: 1.533, data_time: 0.014, memory: 16628, top1_acc: 0.3759, top5_acc: 0.6402, loss_cls: 2.7479, loss: 2.7479, grad_norm: 2.2636 2021-01-24 17:01:34,651 - mmaction - INFO - Epoch [139][1500/2147] lr: 8.776e-02, eta: 4 days, 20:33:53, time: 1.618, data_time: 0.002, memory: 16628, top1_acc: 0.3853, top5_acc: 0.6420, loss_cls: 2.7964, loss: 2.7964, grad_norm: 2.2602 2021-01-24 17:02:04,301 - mmaction - INFO - Epoch [139][1520/2147] lr: 8.776e-02, eta: 4 days, 20:33:17, time: 1.483, data_time: 0.002, memory: 16628, top1_acc: 0.4013, top5_acc: 0.6402, loss_cls: 2.7121, loss: 2.7121, grad_norm: 2.1847 2021-01-24 17:02:34,051 - mmaction - INFO - Epoch [139][1540/2147] lr: 8.776e-02, eta: 4 days, 20:32:40, time: 1.481, data_time: 0.002, memory: 16628, top1_acc: 0.4094, top5_acc: 0.6384, loss_cls: 2.7363, loss: 2.7363, grad_norm: 2.2289 2021-01-24 17:03:04,828 - mmaction - INFO - Epoch [139][1560/2147] lr: 8.776e-02, eta: 4 days, 20:32:05, time: 1.540, data_time: 0.013, memory: 16628, top1_acc: 0.3991, top5_acc: 0.6558, loss_cls: 2.6686, loss: 2.6686, grad_norm: 2.2365 2021-01-24 17:03:35,919 - mmaction - INFO - Epoch [139][1580/2147] lr: 8.776e-02, eta: 4 days, 20:31:30, time: 1.557, data_time: 0.008, memory: 16628, top1_acc: 0.3781, top5_acc: 0.6442, loss_cls: 2.7561, loss: 2.7561, grad_norm: 2.2689 2021-01-24 17:04:08,994 - mmaction - INFO - Epoch [139][1600/2147] lr: 8.776e-02, eta: 4 days, 20:30:56, time: 1.652, data_time: 0.004, memory: 16628, top1_acc: 0.4058, top5_acc: 0.6424, loss_cls: 2.6854, loss: 2.6854, grad_norm: 2.1718 2021-01-24 17:04:39,838 - mmaction - INFO - Epoch [139][1620/2147] lr: 8.776e-02, eta: 4 days, 20:30:21, time: 1.544, data_time: 0.010, memory: 16628, top1_acc: 0.3946, top5_acc: 0.6629, loss_cls: 2.6633, loss: 2.6633, grad_norm: 2.2402 2021-01-24 17:05:10,797 - mmaction - INFO - Epoch [139][1640/2147] lr: 8.776e-02, eta: 4 days, 20:29:46, time: 1.551, data_time: 0.007, memory: 16628, top1_acc: 0.4134, top5_acc: 0.6647, loss_cls: 2.6623, loss: 2.6623, grad_norm: 2.2408 2021-01-24 17:05:39,904 - mmaction - INFO - Epoch [139][1660/2147] lr: 8.776e-02, eta: 4 days, 20:29:09, time: 1.453, data_time: 0.004, memory: 16628, top1_acc: 0.4107, top5_acc: 0.6594, loss_cls: 2.6710, loss: 2.6710, grad_norm: 2.2237 2021-01-24 17:06:09,939 - mmaction - INFO - Epoch [139][1680/2147] lr: 8.776e-02, eta: 4 days, 20:28:33, time: 1.505, data_time: 0.006, memory: 16628, top1_acc: 0.3973, top5_acc: 0.6554, loss_cls: 2.7088, loss: 2.7088, grad_norm: 2.2451 2021-01-24 17:06:41,168 - mmaction - INFO - Epoch [139][1700/2147] lr: 8.776e-02, eta: 4 days, 20:27:57, time: 1.559, data_time: 0.002, memory: 16628, top1_acc: 0.3964, top5_acc: 0.6536, loss_cls: 2.7156, loss: 2.7156, grad_norm: 2.2246 2021-01-24 17:07:13,109 - mmaction - INFO - Epoch [139][1720/2147] lr: 8.776e-02, eta: 4 days, 20:27:23, time: 1.588, data_time: 0.009, memory: 16628, top1_acc: 0.3924, top5_acc: 0.6625, loss_cls: 2.6699, loss: 2.6699, grad_norm: 2.1701 2021-01-24 17:07:44,196 - mmaction - INFO - Epoch [139][1740/2147] lr: 8.776e-02, eta: 4 days, 20:26:48, time: 1.565, data_time: 0.013, memory: 16628, top1_acc: 0.4143, top5_acc: 0.6687, loss_cls: 2.5915, loss: 2.5915, grad_norm: 2.2205 2021-01-24 17:08:13,156 - mmaction - INFO - Epoch [139][1760/2147] lr: 8.776e-02, eta: 4 days, 20:26:11, time: 1.446, data_time: 0.002, memory: 16628, top1_acc: 0.4036, top5_acc: 0.6478, loss_cls: 2.7203, loss: 2.7203, grad_norm: 2.2555 2021-01-24 17:08:42,922 - mmaction - INFO - Epoch [139][1780/2147] lr: 8.776e-02, eta: 4 days, 20:25:34, time: 1.488, data_time: 0.005, memory: 16628, top1_acc: 0.3915, top5_acc: 0.6393, loss_cls: 2.7546, loss: 2.7546, grad_norm: 2.2535 2021-01-24 17:09:13,987 - mmaction - INFO - Epoch [139][1800/2147] lr: 8.776e-02, eta: 4 days, 20:24:59, time: 1.555, data_time: 0.011, memory: 16628, top1_acc: 0.4094, top5_acc: 0.6616, loss_cls: 2.6492, loss: 2.6492, grad_norm: 2.2215 2021-01-24 17:09:44,934 - mmaction - INFO - Epoch [139][1820/2147] lr: 8.776e-02, eta: 4 days, 20:24:24, time: 1.543, data_time: 0.003, memory: 16628, top1_acc: 0.3978, top5_acc: 0.6478, loss_cls: 2.7023, loss: 2.7023, grad_norm: 2.2005 2021-01-24 17:10:13,709 - mmaction - INFO - Epoch [139][1840/2147] lr: 8.776e-02, eta: 4 days, 20:23:47, time: 1.441, data_time: 0.007, memory: 16628, top1_acc: 0.3888, top5_acc: 0.6473, loss_cls: 2.7356, loss: 2.7356, grad_norm: 2.2132 2021-01-24 17:10:44,052 - mmaction - INFO - Epoch [139][1860/2147] lr: 8.776e-02, eta: 4 days, 20:23:11, time: 1.515, data_time: 0.005, memory: 16628, top1_acc: 0.3929, top5_acc: 0.6500, loss_cls: 2.6858, loss: 2.6858, grad_norm: 2.2346 2021-01-24 17:11:13,924 - mmaction - INFO - Epoch [139][1880/2147] lr: 8.776e-02, eta: 4 days, 20:22:35, time: 1.495, data_time: 0.013, memory: 16628, top1_acc: 0.3821, top5_acc: 0.6312, loss_cls: 2.7452, loss: 2.7452, grad_norm: 2.2449 2021-01-24 17:11:55,923 - mmaction - INFO - Epoch [139][1900/2147] lr: 8.776e-02, eta: 4 days, 20:22:09, time: 2.097, data_time: 0.148, memory: 16628, top1_acc: 0.3960, top5_acc: 0.6348, loss_cls: 2.7408, loss: 2.7408, grad_norm: 2.2102 2021-01-24 17:12:25,608 - mmaction - INFO - Epoch [139][1920/2147] lr: 8.776e-02, eta: 4 days, 20:21:32, time: 1.484, data_time: 0.009, memory: 16628, top1_acc: 0.4080, top5_acc: 0.6625, loss_cls: 2.6477, loss: 2.6477, grad_norm: 2.1638 2021-01-24 17:13:03,200 - mmaction - INFO - Epoch [139][1940/2147] lr: 8.776e-02, eta: 4 days, 20:21:03, time: 1.883, data_time: 0.011, memory: 16628, top1_acc: 0.4348, top5_acc: 0.6625, loss_cls: 2.5853, loss: 2.5853, grad_norm: 2.1818 2021-01-24 17:13:34,040 - mmaction - INFO - Epoch [139][1960/2147] lr: 8.776e-02, eta: 4 days, 20:20:27, time: 1.543, data_time: 0.007, memory: 16628, top1_acc: 0.3964, top5_acc: 0.6567, loss_cls: 2.6892, loss: 2.6892, grad_norm: 2.2684 2021-01-24 17:14:03,184 - mmaction - INFO - Epoch [139][1980/2147] lr: 8.776e-02, eta: 4 days, 20:19:50, time: 1.458, data_time: 0.003, memory: 16628, top1_acc: 0.4071, top5_acc: 0.6460, loss_cls: 2.7060, loss: 2.7060, grad_norm: 2.2042 2021-01-24 17:14:31,776 - mmaction - INFO - Epoch [139][2000/2147] lr: 8.776e-02, eta: 4 days, 20:19:13, time: 1.429, data_time: 0.002, memory: 16628, top1_acc: 0.4098, top5_acc: 0.6473, loss_cls: 2.6786, loss: 2.6786, grad_norm: 2.2034 2021-01-24 17:15:01,353 - mmaction - INFO - Epoch [139][2020/2147] lr: 8.776e-02, eta: 4 days, 20:18:37, time: 1.479, data_time: 0.002, memory: 16628, top1_acc: 0.4013, top5_acc: 0.6562, loss_cls: 2.6200, loss: 2.6200, grad_norm: 2.2167 2021-01-24 17:15:30,446 - mmaction - INFO - Epoch [139][2040/2147] lr: 8.776e-02, eta: 4 days, 20:17:59, time: 1.442, data_time: 0.006, memory: 16628, top1_acc: 0.4089, top5_acc: 0.6696, loss_cls: 2.6052, loss: 2.6052, grad_norm: 2.2449 2021-01-24 17:15:59,260 - mmaction - INFO - Epoch [139][2060/2147] lr: 8.776e-02, eta: 4 days, 20:17:23, time: 1.454, data_time: 0.019, memory: 16628, top1_acc: 0.4036, top5_acc: 0.6638, loss_cls: 2.6812, loss: 2.6812, grad_norm: 2.2251 2021-01-24 17:16:29,255 - mmaction - INFO - Epoch [139][2080/2147] lr: 8.776e-02, eta: 4 days, 20:16:46, time: 1.497, data_time: 0.007, memory: 16628, top1_acc: 0.4201, top5_acc: 0.6665, loss_cls: 2.6028, loss: 2.6028, grad_norm: 2.2101 2021-01-24 17:16:58,950 - mmaction - INFO - Epoch [139][2100/2147] lr: 8.776e-02, eta: 4 days, 20:16:10, time: 1.487, data_time: 0.007, memory: 16628, top1_acc: 0.4103, top5_acc: 0.6594, loss_cls: 2.6291, loss: 2.6291, grad_norm: 2.1872 2021-01-24 17:17:29,981 - mmaction - INFO - Epoch [139][2120/2147] lr: 8.776e-02, eta: 4 days, 20:15:35, time: 1.550, data_time: 0.006, memory: 16628, top1_acc: 0.4156, top5_acc: 0.6603, loss_cls: 2.6578, loss: 2.6578, grad_norm: 2.2470 2021-01-24 17:17:59,293 - mmaction - INFO - Epoch [139][2140/2147] lr: 8.776e-02, eta: 4 days, 20:14:58, time: 1.447, data_time: 0.010, memory: 16628, top1_acc: 0.3888, top5_acc: 0.6411, loss_cls: 2.7505, loss: 2.7505, grad_norm: 2.2236 2021-01-24 17:23:03,496 - mmaction - INFO - Epoch [140][20/2147] lr: 8.654e-02, eta: 4 days, 20:17:32, time: 14.081, data_time: 12.385, memory: 16628, top1_acc: 0.4067, top5_acc: 0.6629, loss_cls: 2.6220, loss: 2.6220, grad_norm: 2.2127 2021-01-24 17:23:32,413 - mmaction - INFO - Epoch [140][40/2147] lr: 8.654e-02, eta: 4 days, 20:16:55, time: 1.444, data_time: 0.005, memory: 16628, top1_acc: 0.4228, top5_acc: 0.6665, loss_cls: 2.5907, loss: 2.5907, grad_norm: 2.2523 2021-01-24 17:24:01,322 - mmaction - INFO - Epoch [140][60/2147] lr: 8.654e-02, eta: 4 days, 20:16:18, time: 1.449, data_time: 0.012, memory: 16628, top1_acc: 0.4067, top5_acc: 0.6478, loss_cls: 2.6913, loss: 2.6913, grad_norm: 2.2660 2021-01-24 17:24:30,693 - mmaction - INFO - Epoch [140][80/2147] lr: 8.654e-02, eta: 4 days, 20:15:41, time: 1.469, data_time: 0.003, memory: 16628, top1_acc: 0.4058, top5_acc: 0.6571, loss_cls: 2.6554, loss: 2.6554, grad_norm: 2.2636 2021-01-24 17:24:59,793 - mmaction - INFO - Epoch [140][100/2147] lr: 8.654e-02, eta: 4 days, 20:15:04, time: 1.452, data_time: 0.002, memory: 16628, top1_acc: 0.4049, top5_acc: 0.6455, loss_cls: 2.6624, loss: 2.6624, grad_norm: 2.1692 2021-01-24 17:25:30,237 - mmaction - INFO - Epoch [140][120/2147] lr: 8.654e-02, eta: 4 days, 20:14:29, time: 1.522, data_time: 0.007, memory: 16628, top1_acc: 0.4210, top5_acc: 0.6567, loss_cls: 2.6373, loss: 2.6373, grad_norm: 2.1531 2021-01-24 17:26:01,087 - mmaction - INFO - Epoch [140][140/2147] lr: 8.654e-02, eta: 4 days, 20:13:53, time: 1.545, data_time: 0.010, memory: 16628, top1_acc: 0.4058, top5_acc: 0.6625, loss_cls: 2.6408, loss: 2.6408, grad_norm: 2.2165 2021-01-24 17:26:30,837 - mmaction - INFO - Epoch [140][160/2147] lr: 8.654e-02, eta: 4 days, 20:13:17, time: 1.484, data_time: 0.006, memory: 16628, top1_acc: 0.4125, top5_acc: 0.6679, loss_cls: 2.6171, loss: 2.6171, grad_norm: 2.2190 2021-01-24 17:27:05,621 - mmaction - INFO - Epoch [140][180/2147] lr: 8.654e-02, eta: 4 days, 20:12:45, time: 1.741, data_time: 0.010, memory: 16628, top1_acc: 0.4067, top5_acc: 0.6540, loss_cls: 2.6378, loss: 2.6378, grad_norm: 2.2529 2021-01-24 17:27:34,719 - mmaction - INFO - Epoch [140][200/2147] lr: 8.654e-02, eta: 4 days, 20:12:08, time: 1.457, data_time: 0.006, memory: 16628, top1_acc: 0.4219, top5_acc: 0.6687, loss_cls: 2.5956, loss: 2.5956, grad_norm: 2.1995 2021-01-24 17:28:04,281 - mmaction - INFO - Epoch [140][220/2147] lr: 8.654e-02, eta: 4 days, 20:11:31, time: 1.473, data_time: 0.005, memory: 16628, top1_acc: 0.3969, top5_acc: 0.6491, loss_cls: 2.7136, loss: 2.7136, grad_norm: 2.3358 2021-01-24 17:28:32,883 - mmaction - INFO - Epoch [140][240/2147] lr: 8.654e-02, eta: 4 days, 20:10:54, time: 1.432, data_time: 0.010, memory: 16628, top1_acc: 0.3799, top5_acc: 0.6353, loss_cls: 2.7830, loss: 2.7830, grad_norm: 2.2798 2021-01-24 17:29:02,418 - mmaction - INFO - Epoch [140][260/2147] lr: 8.654e-02, eta: 4 days, 20:10:17, time: 1.480, data_time: 0.013, memory: 16628, top1_acc: 0.3920, top5_acc: 0.6540, loss_cls: 2.7262, loss: 2.7262, grad_norm: 2.2077 2021-01-24 17:29:33,473 - mmaction - INFO - Epoch [140][280/2147] lr: 8.654e-02, eta: 4 days, 20:09:42, time: 1.552, data_time: 0.001, memory: 16628, top1_acc: 0.4192, top5_acc: 0.6728, loss_cls: 2.5435, loss: 2.5435, grad_norm: 2.2030 2021-01-24 17:30:02,451 - mmaction - INFO - Epoch [140][300/2147] lr: 8.654e-02, eta: 4 days, 20:09:05, time: 1.449, data_time: 0.004, memory: 16628, top1_acc: 0.4018, top5_acc: 0.6473, loss_cls: 2.6671, loss: 2.6671, grad_norm: 2.2791 2021-01-24 17:30:31,362 - mmaction - INFO - Epoch [140][320/2147] lr: 8.654e-02, eta: 4 days, 20:08:28, time: 1.443, data_time: 0.004, memory: 16628, top1_acc: 0.4112, top5_acc: 0.6549, loss_cls: 2.6488, loss: 2.6488, grad_norm: 2.2440 2021-01-24 17:31:02,292 - mmaction - INFO - Epoch [140][340/2147] lr: 8.654e-02, eta: 4 days, 20:07:53, time: 1.548, data_time: 0.008, memory: 16628, top1_acc: 0.4058, top5_acc: 0.6612, loss_cls: 2.6054, loss: 2.6054, grad_norm: 2.2340 2021-01-24 17:31:33,419 - mmaction - INFO - Epoch [140][360/2147] lr: 8.654e-02, eta: 4 days, 20:07:17, time: 1.515, data_time: 0.004, memory: 16628, top1_acc: 0.3857, top5_acc: 0.6496, loss_cls: 2.7290, loss: 2.7290, grad_norm: 2.2880 2021-01-24 17:32:03,023 - mmaction - INFO - Epoch [140][380/2147] lr: 8.654e-02, eta: 4 days, 20:06:41, time: 1.521, data_time: 0.048, memory: 16628, top1_acc: 0.4161, top5_acc: 0.6558, loss_cls: 2.6500, loss: 2.6500, grad_norm: 2.2514 2021-01-24 17:32:31,676 - mmaction - INFO - Epoch [140][400/2147] lr: 8.654e-02, eta: 4 days, 20:06:04, time: 1.432, data_time: 0.003, memory: 16628, top1_acc: 0.3991, top5_acc: 0.6656, loss_cls: 2.6990, loss: 2.6990, grad_norm: 2.2838 2021-01-24 17:33:02,049 - mmaction - INFO - Epoch [140][420/2147] lr: 8.654e-02, eta: 4 days, 20:05:28, time: 1.517, data_time: 0.004, memory: 16628, top1_acc: 0.3915, top5_acc: 0.6554, loss_cls: 2.6906, loss: 2.6906, grad_norm: 2.2463 2021-01-24 17:33:32,304 - mmaction - INFO - Epoch [140][440/2147] lr: 8.654e-02, eta: 4 days, 20:04:52, time: 1.509, data_time: 0.005, memory: 16628, top1_acc: 0.4018, top5_acc: 0.6527, loss_cls: 2.6953, loss: 2.6953, grad_norm: 2.2470 2021-01-24 17:34:02,462 - mmaction - INFO - Epoch [140][460/2147] lr: 8.654e-02, eta: 4 days, 20:04:16, time: 1.512, data_time: 0.011, memory: 16628, top1_acc: 0.4004, top5_acc: 0.6616, loss_cls: 2.6454, loss: 2.6454, grad_norm: 2.2370 2021-01-24 17:34:31,203 - mmaction - INFO - Epoch [140][480/2147] lr: 8.654e-02, eta: 4 days, 20:03:39, time: 1.437, data_time: 0.006, memory: 16628, top1_acc: 0.4094, top5_acc: 0.6455, loss_cls: 2.6893, loss: 2.6893, grad_norm: 2.2432 2021-01-24 17:35:01,350 - mmaction - INFO - Epoch [140][500/2147] lr: 8.654e-02, eta: 4 days, 20:03:03, time: 1.507, data_time: 0.004, memory: 16628, top1_acc: 0.3991, top5_acc: 0.6415, loss_cls: 2.7336, loss: 2.7336, grad_norm: 2.2392 2021-01-24 17:35:31,794 - mmaction - INFO - Epoch [140][520/2147] lr: 8.654e-02, eta: 4 days, 20:02:27, time: 1.518, data_time: 0.007, memory: 16628, top1_acc: 0.4103, top5_acc: 0.6558, loss_cls: 2.6362, loss: 2.6362, grad_norm: 2.3000 2021-01-24 17:36:04,959 - mmaction - INFO - Epoch [140][540/2147] lr: 8.654e-02, eta: 4 days, 20:01:54, time: 1.663, data_time: 0.008, memory: 16628, top1_acc: 0.4170, top5_acc: 0.6629, loss_cls: 2.6108, loss: 2.6108, grad_norm: 2.2234 2021-01-24 17:36:36,612 - mmaction - INFO - Epoch [140][560/2147] lr: 8.654e-02, eta: 4 days, 20:01:19, time: 1.582, data_time: 0.005, memory: 16628, top1_acc: 0.4045, top5_acc: 0.6491, loss_cls: 2.6711, loss: 2.6711, grad_norm: 2.2512 2021-01-24 17:37:08,613 - mmaction - INFO - Epoch [140][580/2147] lr: 8.654e-02, eta: 4 days, 20:00:45, time: 1.601, data_time: 0.004, memory: 16628, top1_acc: 0.3853, top5_acc: 0.6406, loss_cls: 2.6988, loss: 2.6988, grad_norm: 2.2438 2021-01-24 17:37:37,452 - mmaction - INFO - Epoch [140][600/2147] lr: 8.654e-02, eta: 4 days, 20:00:08, time: 1.443, data_time: 0.004, memory: 16628, top1_acc: 0.4089, top5_acc: 0.6558, loss_cls: 2.6784, loss: 2.6784, grad_norm: 2.2459 2021-01-24 17:38:07,871 - mmaction - INFO - Epoch [140][620/2147] lr: 8.654e-02, eta: 4 days, 19:59:32, time: 1.518, data_time: 0.002, memory: 16628, top1_acc: 0.4366, top5_acc: 0.6728, loss_cls: 2.5484, loss: 2.5484, grad_norm: 2.2232 2021-01-24 17:38:37,510 - mmaction - INFO - Epoch [140][640/2147] lr: 8.654e-02, eta: 4 days, 19:58:55, time: 1.482, data_time: 0.008, memory: 16628, top1_acc: 0.4071, top5_acc: 0.6509, loss_cls: 2.6835, loss: 2.6835, grad_norm: 2.2447 2021-01-24 17:39:08,548 - mmaction - INFO - Epoch [140][660/2147] lr: 8.654e-02, eta: 4 days, 19:58:20, time: 1.551, data_time: 0.012, memory: 16628, top1_acc: 0.4009, top5_acc: 0.6460, loss_cls: 2.6859, loss: 2.6859, grad_norm: 2.2758 2021-01-24 17:39:39,928 - mmaction - INFO - Epoch [140][680/2147] lr: 8.654e-02, eta: 4 days, 19:57:45, time: 1.572, data_time: 0.008, memory: 16628, top1_acc: 0.3996, top5_acc: 0.6491, loss_cls: 2.6662, loss: 2.6662, grad_norm: 2.2498 2021-01-24 17:40:08,922 - mmaction - INFO - Epoch [140][700/2147] lr: 8.654e-02, eta: 4 days, 19:57:08, time: 1.448, data_time: 0.002, memory: 16628, top1_acc: 0.3929, top5_acc: 0.6451, loss_cls: 2.7187, loss: 2.7187, grad_norm: 2.2959 2021-01-24 17:40:42,309 - mmaction - INFO - Epoch [140][720/2147] lr: 8.654e-02, eta: 4 days, 19:56:35, time: 1.667, data_time: 0.010, memory: 16628, top1_acc: 0.4058, top5_acc: 0.6522, loss_cls: 2.7067, loss: 2.7067, grad_norm: 2.2694 2021-01-24 17:41:12,920 - mmaction - INFO - Epoch [140][740/2147] lr: 8.654e-02, eta: 4 days, 19:55:59, time: 1.531, data_time: 0.029, memory: 16628, top1_acc: 0.4129, top5_acc: 0.6469, loss_cls: 2.6932, loss: 2.6932, grad_norm: 2.2063 2021-01-24 17:41:42,985 - mmaction - INFO - Epoch [140][760/2147] lr: 8.654e-02, eta: 4 days, 19:55:23, time: 1.507, data_time: 0.010, memory: 16628, top1_acc: 0.4071, top5_acc: 0.6518, loss_cls: 2.6869, loss: 2.6869, grad_norm: 2.2234 2021-01-24 17:42:13,523 - mmaction - INFO - Epoch [140][780/2147] lr: 8.654e-02, eta: 4 days, 19:54:48, time: 1.524, data_time: 0.005, memory: 16628, top1_acc: 0.4214, top5_acc: 0.6643, loss_cls: 2.6389, loss: 2.6389, grad_norm: 2.2106 2021-01-24 17:42:47,447 - mmaction - INFO - Epoch [140][800/2147] lr: 8.654e-02, eta: 4 days, 19:54:15, time: 1.699, data_time: 0.007, memory: 16628, top1_acc: 0.4098, top5_acc: 0.6464, loss_cls: 2.6718, loss: 2.6718, grad_norm: 2.2754 2021-01-24 17:43:16,802 - mmaction - INFO - Epoch [140][820/2147] lr: 8.654e-02, eta: 4 days, 19:53:38, time: 1.460, data_time: 0.019, memory: 16628, top1_acc: 0.3982, top5_acc: 0.6375, loss_cls: 2.7482, loss: 2.7482, grad_norm: 2.2502 2021-01-24 17:43:48,464 - mmaction - INFO - Epoch [140][840/2147] lr: 8.654e-02, eta: 4 days, 19:53:03, time: 1.589, data_time: 0.010, memory: 16628, top1_acc: 0.4000, top5_acc: 0.6455, loss_cls: 2.7132, loss: 2.7132, grad_norm: 2.2512 2021-01-24 17:44:18,249 - mmaction - INFO - Epoch [140][860/2147] lr: 8.654e-02, eta: 4 days, 19:52:27, time: 1.490, data_time: 0.009, memory: 16628, top1_acc: 0.4022, top5_acc: 0.6438, loss_cls: 2.6996, loss: 2.6996, grad_norm: 2.2675 2021-01-24 17:44:48,345 - mmaction - INFO - Epoch [140][880/2147] lr: 8.654e-02, eta: 4 days, 19:51:51, time: 1.502, data_time: 0.011, memory: 16628, top1_acc: 0.3875, top5_acc: 0.6420, loss_cls: 2.7348, loss: 2.7348, grad_norm: 2.2414 2021-01-24 17:45:20,423 - mmaction - INFO - Epoch [140][900/2147] lr: 8.654e-02, eta: 4 days, 19:51:17, time: 1.606, data_time: 0.009, memory: 16628, top1_acc: 0.4022, top5_acc: 0.6612, loss_cls: 2.6656, loss: 2.6656, grad_norm: 2.2419 2021-01-24 17:45:49,299 - mmaction - INFO - Epoch [140][920/2147] lr: 8.654e-02, eta: 4 days, 19:50:40, time: 1.447, data_time: 0.008, memory: 16628, top1_acc: 0.4125, top5_acc: 0.6603, loss_cls: 2.6800, loss: 2.6800, grad_norm: 2.1668 2021-01-24 17:46:17,814 - mmaction - INFO - Epoch [140][940/2147] lr: 8.654e-02, eta: 4 days, 19:50:02, time: 1.426, data_time: 0.005, memory: 16628, top1_acc: 0.3960, top5_acc: 0.6585, loss_cls: 2.7011, loss: 2.7011, grad_norm: 2.1991 2021-01-24 17:46:48,254 - mmaction - INFO - Epoch [140][960/2147] lr: 8.654e-02, eta: 4 days, 19:49:27, time: 1.522, data_time: 0.004, memory: 16628, top1_acc: 0.4147, top5_acc: 0.6705, loss_cls: 2.6408, loss: 2.6408, grad_norm: 2.2376 2021-01-24 17:47:17,090 - mmaction - INFO - Epoch [140][980/2147] lr: 8.654e-02, eta: 4 days, 19:48:50, time: 1.441, data_time: 0.004, memory: 16628, top1_acc: 0.4013, top5_acc: 0.6576, loss_cls: 2.6773, loss: 2.6773, grad_norm: 2.2433 2021-01-24 17:47:52,902 - mmaction - INFO - Epoch [140][1000/2147] lr: 8.654e-02, eta: 4 days, 19:48:18, time: 1.788, data_time: 0.002, memory: 16628, top1_acc: 0.3964, top5_acc: 0.6536, loss_cls: 2.7211, loss: 2.7211, grad_norm: 2.2131 2021-01-24 17:48:25,331 - mmaction - INFO - Epoch [140][1020/2147] lr: 8.654e-02, eta: 4 days, 19:47:44, time: 1.619, data_time: 0.005, memory: 16628, top1_acc: 0.3960, top5_acc: 0.6513, loss_cls: 2.7090, loss: 2.7090, grad_norm: 2.1745 2021-01-24 17:48:54,676 - mmaction - INFO - Epoch [140][1040/2147] lr: 8.654e-02, eta: 4 days, 19:47:08, time: 1.473, data_time: 0.008, memory: 16628, top1_acc: 0.4058, top5_acc: 0.6469, loss_cls: 2.6571, loss: 2.6571, grad_norm: 2.2155 2021-01-24 17:49:25,505 - mmaction - INFO - Epoch [140][1060/2147] lr: 8.654e-02, eta: 4 days, 19:46:32, time: 1.538, data_time: 0.003, memory: 16628, top1_acc: 0.3937, top5_acc: 0.6397, loss_cls: 2.7232, loss: 2.7232, grad_norm: 2.2583 2021-01-24 17:49:55,159 - mmaction - INFO - Epoch [140][1080/2147] lr: 8.654e-02, eta: 4 days, 19:45:56, time: 1.485, data_time: 0.006, memory: 16628, top1_acc: 0.3911, top5_acc: 0.6308, loss_cls: 2.7438, loss: 2.7438, grad_norm: 2.3107 2021-01-24 17:50:24,035 - mmaction - INFO - Epoch [140][1100/2147] lr: 8.654e-02, eta: 4 days, 19:45:19, time: 1.445, data_time: 0.004, memory: 16628, top1_acc: 0.3879, top5_acc: 0.6433, loss_cls: 2.7466, loss: 2.7466, grad_norm: 2.2711 2021-01-24 17:50:55,233 - mmaction - INFO - Epoch [140][1120/2147] lr: 8.654e-02, eta: 4 days, 19:44:44, time: 1.556, data_time: 0.008, memory: 16628, top1_acc: 0.3937, top5_acc: 0.6393, loss_cls: 2.7075, loss: 2.7075, grad_norm: 2.2175 2021-01-24 17:51:25,148 - mmaction - INFO - Epoch [140][1140/2147] lr: 8.654e-02, eta: 4 days, 19:44:07, time: 1.496, data_time: 0.008, memory: 16628, top1_acc: 0.3996, top5_acc: 0.6625, loss_cls: 2.6533, loss: 2.6533, grad_norm: 2.2185 2021-01-24 17:52:01,205 - mmaction - INFO - Epoch [140][1160/2147] lr: 8.654e-02, eta: 4 days, 19:43:36, time: 1.801, data_time: 0.011, memory: 16628, top1_acc: 0.4134, top5_acc: 0.6576, loss_cls: 2.6400, loss: 2.6400, grad_norm: 2.2579 2021-01-24 17:52:32,842 - mmaction - INFO - Epoch [140][1180/2147] lr: 8.654e-02, eta: 4 days, 19:43:02, time: 1.583, data_time: 0.012, memory: 16628, top1_acc: 0.4004, top5_acc: 0.6522, loss_cls: 2.6625, loss: 2.6625, grad_norm: 2.2719 2021-01-24 17:53:07,492 - mmaction - INFO - Epoch [140][1200/2147] lr: 8.654e-02, eta: 4 days, 19:42:29, time: 1.734, data_time: 0.010, memory: 16628, top1_acc: 0.4054, top5_acc: 0.6473, loss_cls: 2.6882, loss: 2.6882, grad_norm: 2.2902 2021-01-24 17:53:39,178 - mmaction - INFO - Epoch [140][1220/2147] lr: 8.654e-02, eta: 4 days, 19:41:55, time: 1.587, data_time: 0.005, memory: 16628, top1_acc: 0.3937, top5_acc: 0.6469, loss_cls: 2.7034, loss: 2.7034, grad_norm: 2.2439 2021-01-24 17:54:08,013 - mmaction - INFO - Epoch [140][1240/2147] lr: 8.654e-02, eta: 4 days, 19:41:18, time: 1.441, data_time: 0.003, memory: 16628, top1_acc: 0.3879, top5_acc: 0.6531, loss_cls: 2.7120, loss: 2.7120, grad_norm: 2.2822 2021-01-24 17:54:38,750 - mmaction - INFO - Epoch [140][1260/2147] lr: 8.654e-02, eta: 4 days, 19:40:42, time: 1.529, data_time: 0.004, memory: 16628, top1_acc: 0.4165, top5_acc: 0.6554, loss_cls: 2.6390, loss: 2.6390, grad_norm: 2.2328 2021-01-24 17:55:10,144 - mmaction - INFO - Epoch [140][1280/2147] lr: 8.654e-02, eta: 4 days, 19:40:07, time: 1.577, data_time: 0.017, memory: 16628, top1_acc: 0.4205, top5_acc: 0.6661, loss_cls: 2.6163, loss: 2.6163, grad_norm: 2.2473 2021-01-24 17:55:41,731 - mmaction - INFO - Epoch [140][1300/2147] lr: 8.654e-02, eta: 4 days, 19:39:32, time: 1.580, data_time: 0.007, memory: 16628, top1_acc: 0.4107, top5_acc: 0.6603, loss_cls: 2.6436, loss: 2.6436, grad_norm: 2.2045 2021-01-24 17:56:11,000 - mmaction - INFO - Epoch [140][1320/2147] lr: 8.654e-02, eta: 4 days, 19:38:56, time: 1.466, data_time: 0.004, memory: 16628, top1_acc: 0.3982, top5_acc: 0.6482, loss_cls: 2.7351, loss: 2.7351, grad_norm: 2.2970 2021-01-24 17:56:40,998 - mmaction - INFO - Epoch [140][1340/2147] lr: 8.654e-02, eta: 4 days, 19:38:19, time: 1.471, data_time: 0.004, memory: 16628, top1_acc: 0.4094, top5_acc: 0.6594, loss_cls: 2.6361, loss: 2.6361, grad_norm: 2.2652 2021-01-24 17:57:12,934 - mmaction - INFO - Epoch [140][1360/2147] lr: 8.654e-02, eta: 4 days, 19:37:45, time: 1.625, data_time: 0.038, memory: 16628, top1_acc: 0.4018, top5_acc: 0.6554, loss_cls: 2.6552, loss: 2.6552, grad_norm: 2.2508 2021-01-24 17:57:44,896 - mmaction - INFO - Epoch [140][1380/2147] lr: 8.654e-02, eta: 4 days, 19:37:11, time: 1.596, data_time: 0.002, memory: 16628, top1_acc: 0.3964, top5_acc: 0.6469, loss_cls: 2.6965, loss: 2.6965, grad_norm: 2.2407 2021-01-24 17:58:15,023 - mmaction - INFO - Epoch [140][1400/2147] lr: 8.654e-02, eta: 4 days, 19:36:35, time: 1.509, data_time: 0.007, memory: 16628, top1_acc: 0.4121, top5_acc: 0.6424, loss_cls: 2.6902, loss: 2.6902, grad_norm: 2.2488 2021-01-24 17:58:46,925 - mmaction - INFO - Epoch [140][1420/2147] lr: 8.654e-02, eta: 4 days, 19:36:00, time: 1.593, data_time: 0.002, memory: 16628, top1_acc: 0.4027, top5_acc: 0.6558, loss_cls: 2.6774, loss: 2.6774, grad_norm: 2.2342 2021-01-24 17:59:16,526 - mmaction - INFO - Epoch [140][1440/2147] lr: 8.654e-02, eta: 4 days, 19:35:24, time: 1.482, data_time: 0.009, memory: 16628, top1_acc: 0.4246, top5_acc: 0.6612, loss_cls: 2.5875, loss: 2.5875, grad_norm: 2.2039 2021-01-24 17:59:45,881 - mmaction - INFO - Epoch [140][1460/2147] lr: 8.654e-02, eta: 4 days, 19:34:47, time: 1.465, data_time: 0.002, memory: 16628, top1_acc: 0.4076, top5_acc: 0.6661, loss_cls: 2.6290, loss: 2.6290, grad_norm: 2.2354 2021-01-24 18:00:17,191 - mmaction - INFO - Epoch [140][1480/2147] lr: 8.654e-02, eta: 4 days, 19:34:12, time: 1.568, data_time: 0.006, memory: 16628, top1_acc: 0.4000, top5_acc: 0.6362, loss_cls: 2.6839, loss: 2.6839, grad_norm: 2.2309 2021-01-24 18:00:47,737 - mmaction - INFO - Epoch [140][1500/2147] lr: 8.654e-02, eta: 4 days, 19:33:37, time: 1.523, data_time: 0.002, memory: 16628, top1_acc: 0.3991, top5_acc: 0.6438, loss_cls: 2.7362, loss: 2.7362, grad_norm: 2.2933 2021-01-24 18:01:16,942 - mmaction - INFO - Epoch [140][1520/2147] lr: 8.654e-02, eta: 4 days, 19:33:00, time: 1.458, data_time: 0.012, memory: 16628, top1_acc: 0.3929, top5_acc: 0.6518, loss_cls: 2.7110, loss: 2.7110, grad_norm: 2.2554 2021-01-24 18:01:48,629 - mmaction - INFO - Epoch [140][1540/2147] lr: 8.654e-02, eta: 4 days, 19:32:25, time: 1.587, data_time: 0.011, memory: 16628, top1_acc: 0.4004, top5_acc: 0.6607, loss_cls: 2.6553, loss: 2.6553, grad_norm: 2.1998 2021-01-24 18:02:18,935 - mmaction - INFO - Epoch [140][1560/2147] lr: 8.654e-02, eta: 4 days, 19:31:49, time: 1.519, data_time: 0.019, memory: 16628, top1_acc: 0.3951, top5_acc: 0.6437, loss_cls: 2.7085, loss: 2.7085, grad_norm: 2.2039 2021-01-24 18:02:48,691 - mmaction - INFO - Epoch [140][1580/2147] lr: 8.654e-02, eta: 4 days, 19:31:13, time: 1.489, data_time: 0.004, memory: 16628, top1_acc: 0.3987, top5_acc: 0.6616, loss_cls: 2.6808, loss: 2.6808, grad_norm: 2.2462 2021-01-24 18:03:25,736 - mmaction - INFO - Epoch [140][1600/2147] lr: 8.654e-02, eta: 4 days, 19:30:43, time: 1.851, data_time: 0.005, memory: 16628, top1_acc: 0.3964, top5_acc: 0.6464, loss_cls: 2.7275, loss: 2.7275, grad_norm: 2.2222 2021-01-24 18:03:55,694 - mmaction - INFO - Epoch [140][1620/2147] lr: 8.654e-02, eta: 4 days, 19:30:07, time: 1.497, data_time: 0.005, memory: 16628, top1_acc: 0.3969, top5_acc: 0.6464, loss_cls: 2.7066, loss: 2.7066, grad_norm: 2.2063 2021-01-24 18:04:25,488 - mmaction - INFO - Epoch [140][1640/2147] lr: 8.654e-02, eta: 4 days, 19:29:30, time: 1.487, data_time: 0.009, memory: 16628, top1_acc: 0.4062, top5_acc: 0.6558, loss_cls: 2.6565, loss: 2.6565, grad_norm: 2.2211 2021-01-24 18:05:00,400 - mmaction - INFO - Epoch [140][1660/2147] lr: 8.654e-02, eta: 4 days, 19:28:58, time: 1.751, data_time: 0.007, memory: 16628, top1_acc: 0.4138, top5_acc: 0.6643, loss_cls: 2.6102, loss: 2.6102, grad_norm: 2.2102 2021-01-24 18:05:30,864 - mmaction - INFO - Epoch [140][1680/2147] lr: 8.654e-02, eta: 4 days, 19:28:23, time: 1.523, data_time: 0.006, memory: 16628, top1_acc: 0.3937, top5_acc: 0.6424, loss_cls: 2.6886, loss: 2.6886, grad_norm: 2.3038 2021-01-24 18:06:01,676 - mmaction - INFO - Epoch [140][1700/2147] lr: 8.654e-02, eta: 4 days, 19:27:47, time: 1.540, data_time: 0.002, memory: 16628, top1_acc: 0.3942, top5_acc: 0.6518, loss_cls: 2.7290, loss: 2.7290, grad_norm: 2.2823 2021-01-24 18:06:30,790 - mmaction - INFO - Epoch [140][1720/2147] lr: 8.654e-02, eta: 4 days, 19:27:10, time: 1.453, data_time: 0.002, memory: 16628, top1_acc: 0.4018, top5_acc: 0.6603, loss_cls: 2.6361, loss: 2.6361, grad_norm: 2.2519 2021-01-24 18:07:04,288 - mmaction - INFO - Epoch [140][1740/2147] lr: 8.654e-02, eta: 4 days, 19:26:37, time: 1.675, data_time: 0.008, memory: 16628, top1_acc: 0.3955, top5_acc: 0.6496, loss_cls: 2.6904, loss: 2.6904, grad_norm: 2.2329 2021-01-24 18:07:34,209 - mmaction - INFO - Epoch [140][1760/2147] lr: 8.654e-02, eta: 4 days, 19:26:01, time: 1.499, data_time: 0.007, memory: 16628, top1_acc: 0.3754, top5_acc: 0.6438, loss_cls: 2.7310, loss: 2.7310, grad_norm: 2.2651 2021-01-24 18:08:04,134 - mmaction - INFO - Epoch [140][1780/2147] lr: 8.654e-02, eta: 4 days, 19:25:25, time: 1.494, data_time: 0.002, memory: 16628, top1_acc: 0.3830, top5_acc: 0.6411, loss_cls: 2.7343, loss: 2.7343, grad_norm: 2.2208 2021-01-24 18:08:33,757 - mmaction - INFO - Epoch [140][1800/2147] lr: 8.654e-02, eta: 4 days, 19:24:49, time: 1.483, data_time: 0.007, memory: 16628, top1_acc: 0.3978, top5_acc: 0.6317, loss_cls: 2.7219, loss: 2.7219, grad_norm: 2.2386 2021-01-24 18:09:02,867 - mmaction - INFO - Epoch [140][1820/2147] lr: 8.654e-02, eta: 4 days, 19:24:12, time: 1.457, data_time: 0.003, memory: 16628, top1_acc: 0.3862, top5_acc: 0.6397, loss_cls: 2.7253, loss: 2.7253, grad_norm: 2.2540 2021-01-24 18:09:33,694 - mmaction - INFO - Epoch [140][1840/2147] lr: 8.654e-02, eta: 4 days, 19:23:36, time: 1.541, data_time: 0.007, memory: 16628, top1_acc: 0.3960, top5_acc: 0.6518, loss_cls: 2.6766, loss: 2.6766, grad_norm: 2.2872 2021-01-24 18:10:04,018 - mmaction - INFO - Epoch [140][1860/2147] lr: 8.654e-02, eta: 4 days, 19:23:01, time: 1.515, data_time: 0.004, memory: 16628, top1_acc: 0.4161, top5_acc: 0.6549, loss_cls: 2.6641, loss: 2.6641, grad_norm: 2.2533 2021-01-24 18:10:33,944 - mmaction - INFO - Epoch [140][1880/2147] lr: 8.654e-02, eta: 4 days, 19:22:24, time: 1.490, data_time: 0.008, memory: 16628, top1_acc: 0.4018, top5_acc: 0.6612, loss_cls: 2.6556, loss: 2.6556, grad_norm: 2.2974 2021-01-24 18:11:03,440 - mmaction - INFO - Epoch [140][1900/2147] lr: 8.654e-02, eta: 4 days, 19:21:48, time: 1.480, data_time: 0.014, memory: 16628, top1_acc: 0.4054, top5_acc: 0.6437, loss_cls: 2.6897, loss: 2.6897, grad_norm: 2.2773 2021-01-24 18:11:34,324 - mmaction - INFO - Epoch [140][1920/2147] lr: 8.654e-02, eta: 4 days, 19:21:13, time: 1.543, data_time: 0.012, memory: 16628, top1_acc: 0.3750, top5_acc: 0.6536, loss_cls: 2.7273, loss: 2.7273, grad_norm: 2.2903 2021-01-24 18:12:13,677 - mmaction - INFO - Epoch [140][1940/2147] lr: 8.654e-02, eta: 4 days, 19:20:44, time: 1.967, data_time: 0.016, memory: 16628, top1_acc: 0.3839, top5_acc: 0.6504, loss_cls: 2.7309, loss: 2.7309, grad_norm: 2.3032 2021-01-24 18:12:57,180 - mmaction - INFO - Epoch [140][1960/2147] lr: 8.654e-02, eta: 4 days, 19:20:19, time: 2.176, data_time: 0.014, memory: 16628, top1_acc: 0.3978, top5_acc: 0.6277, loss_cls: 2.7981, loss: 2.7981, grad_norm: 2.1997 2021-01-24 18:13:26,125 - mmaction - INFO - Epoch [140][1980/2147] lr: 8.654e-02, eta: 4 days, 19:19:43, time: 1.450, data_time: 0.007, memory: 16628, top1_acc: 0.4094, top5_acc: 0.6687, loss_cls: 2.6222, loss: 2.6222, grad_norm: 2.1987 2021-01-24 18:13:56,822 - mmaction - INFO - Epoch [140][2000/2147] lr: 8.654e-02, eta: 4 days, 19:19:07, time: 1.533, data_time: 0.009, memory: 16628, top1_acc: 0.3875, top5_acc: 0.6371, loss_cls: 2.7635, loss: 2.7635, grad_norm: 2.2482 2021-01-24 18:14:25,452 - mmaction - INFO - Epoch [140][2020/2147] lr: 8.654e-02, eta: 4 days, 19:18:30, time: 1.427, data_time: 0.006, memory: 16628, top1_acc: 0.4116, top5_acc: 0.6585, loss_cls: 2.6325, loss: 2.6325, grad_norm: 2.2366 2021-01-24 18:14:54,893 - mmaction - INFO - Epoch [140][2040/2147] lr: 8.654e-02, eta: 4 days, 19:17:53, time: 1.475, data_time: 0.008, memory: 16628, top1_acc: 0.3812, top5_acc: 0.6424, loss_cls: 2.7452, loss: 2.7452, grad_norm: 2.2374 2021-01-24 18:15:26,732 - mmaction - INFO - Epoch [140][2060/2147] lr: 8.654e-02, eta: 4 days, 19:17:19, time: 1.582, data_time: 0.005, memory: 16628, top1_acc: 0.3799, top5_acc: 0.6496, loss_cls: 2.7479, loss: 2.7479, grad_norm: 2.1929 2021-01-24 18:15:56,826 - mmaction - INFO - Epoch [140][2080/2147] lr: 8.654e-02, eta: 4 days, 19:16:43, time: 1.511, data_time: 0.022, memory: 16628, top1_acc: 0.3987, top5_acc: 0.6531, loss_cls: 2.6664, loss: 2.6664, grad_norm: 2.1447 2021-01-24 18:16:27,915 - mmaction - INFO - Epoch [140][2100/2147] lr: 8.654e-02, eta: 4 days, 19:16:08, time: 1.560, data_time: 0.013, memory: 16628, top1_acc: 0.3906, top5_acc: 0.6460, loss_cls: 2.7242, loss: 2.7242, grad_norm: 2.2126 2021-01-24 18:17:05,250 - mmaction - INFO - Epoch [140][2120/2147] lr: 8.654e-02, eta: 4 days, 19:15:38, time: 1.866, data_time: 0.005, memory: 16628, top1_acc: 0.3951, top5_acc: 0.6487, loss_cls: 2.7044, loss: 2.7044, grad_norm: 2.2535 2021-01-24 18:17:35,462 - mmaction - INFO - Epoch [140][2140/2147] lr: 8.654e-02, eta: 4 days, 19:15:02, time: 1.512, data_time: 0.007, memory: 16628, top1_acc: 0.3862, top5_acc: 0.6509, loss_cls: 2.6829, loss: 2.6829, grad_norm: 2.3092 2021-01-24 18:18:05,384 - mmaction - INFO - Saving checkpoint at 140 epochs 2021-01-24 18:37:42,211 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-24 18:37:42,980 - mmaction - INFO - top1_acc 0.4676 top5_acc 0.7354 2021-01-24 18:37:42,980 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-24 18:37:43,034 - mmaction - INFO - mean_acc 0.4675 2021-01-24 18:37:43,034 - mmaction - INFO - Now best checkpoint is epoch_140.pth 2021-01-24 18:37:43,044 - mmaction - INFO - Epoch(val) [140][2147] top1_acc: 0.4676, top5_acc: 0.7354, mean_class_accuracy: 0.4675 2021-01-24 18:43:02,006 - mmaction - INFO - Epoch [141][20/2147] lr: 8.533e-02, eta: 4 days, 19:18:04, time: 15.941, data_time: 14.159, memory: 16628, top1_acc: 0.4165, top5_acc: 0.6589, loss_cls: 2.6656, loss: 2.6656, grad_norm: 2.2889 2021-01-24 18:43:32,393 - mmaction - INFO - Epoch [141][40/2147] lr: 8.533e-02, eta: 4 days, 19:17:28, time: 1.522, data_time: 0.011, memory: 16628, top1_acc: 0.4036, top5_acc: 0.6482, loss_cls: 2.6471, loss: 2.6471, grad_norm: 2.2497 2021-01-24 18:44:04,209 - mmaction - INFO - Epoch [141][60/2147] lr: 8.533e-02, eta: 4 days, 19:16:53, time: 1.593, data_time: 0.008, memory: 16628, top1_acc: 0.3902, top5_acc: 0.6522, loss_cls: 2.7185, loss: 2.7185, grad_norm: 2.2950 2021-01-24 18:44:34,428 - mmaction - INFO - Epoch [141][80/2147] lr: 8.533e-02, eta: 4 days, 19:16:17, time: 1.511, data_time: 0.003, memory: 16628, top1_acc: 0.4094, top5_acc: 0.6580, loss_cls: 2.6232, loss: 2.6232, grad_norm: 2.2379 2021-01-24 18:45:04,939 - mmaction - INFO - Epoch [141][100/2147] lr: 8.533e-02, eta: 4 days, 19:15:42, time: 1.523, data_time: 0.005, memory: 16628, top1_acc: 0.4076, top5_acc: 0.6719, loss_cls: 2.6097, loss: 2.6097, grad_norm: 2.2518 2021-01-24 18:45:33,970 - mmaction - INFO - Epoch [141][120/2147] lr: 8.533e-02, eta: 4 days, 19:15:05, time: 1.452, data_time: 0.005, memory: 16628, top1_acc: 0.3933, top5_acc: 0.6478, loss_cls: 2.7104, loss: 2.7104, grad_norm: 2.2764 2021-01-24 18:46:05,534 - mmaction - INFO - Epoch [141][140/2147] lr: 8.533e-02, eta: 4 days, 19:14:30, time: 1.578, data_time: 0.008, memory: 16628, top1_acc: 0.3973, top5_acc: 0.6629, loss_cls: 2.6328, loss: 2.6328, grad_norm: 2.2550 2021-01-24 18:46:34,718 - mmaction - INFO - Epoch [141][160/2147] lr: 8.533e-02, eta: 4 days, 19:13:53, time: 1.460, data_time: 0.008, memory: 16628, top1_acc: 0.3987, top5_acc: 0.6451, loss_cls: 2.7569, loss: 2.7569, grad_norm: 2.2437 2021-01-24 18:47:07,818 - mmaction - INFO - Epoch [141][180/2147] lr: 8.533e-02, eta: 4 days, 19:13:20, time: 1.653, data_time: 0.006, memory: 16628, top1_acc: 0.4254, top5_acc: 0.6701, loss_cls: 2.5968, loss: 2.5968, grad_norm: 2.1909 2021-01-24 18:47:38,102 - mmaction - INFO - Epoch [141][200/2147] lr: 8.533e-02, eta: 4 days, 19:12:44, time: 1.508, data_time: 0.013, memory: 16628, top1_acc: 0.3817, top5_acc: 0.6277, loss_cls: 2.7794, loss: 2.7794, grad_norm: 2.3169 2021-01-24 18:48:07,632 - mmaction - INFO - Epoch [141][220/2147] lr: 8.533e-02, eta: 4 days, 19:12:07, time: 1.484, data_time: 0.012, memory: 16628, top1_acc: 0.3969, top5_acc: 0.6411, loss_cls: 2.7668, loss: 2.7668, grad_norm: 2.2412 2021-01-24 18:48:36,849 - mmaction - INFO - Epoch [141][240/2147] lr: 8.533e-02, eta: 4 days, 19:11:31, time: 1.462, data_time: 0.004, memory: 16628, top1_acc: 0.4080, top5_acc: 0.6634, loss_cls: 2.6358, loss: 2.6358, grad_norm: 2.1952 2021-01-24 18:49:05,862 - mmaction - INFO - Epoch [141][260/2147] lr: 8.533e-02, eta: 4 days, 19:10:54, time: 1.450, data_time: 0.005, memory: 16628, top1_acc: 0.4098, top5_acc: 0.6589, loss_cls: 2.6656, loss: 2.6656, grad_norm: 2.2716 2021-01-24 18:49:38,816 - mmaction - INFO - Epoch [141][280/2147] lr: 8.533e-02, eta: 4 days, 19:10:20, time: 1.645, data_time: 0.004, memory: 16628, top1_acc: 0.3924, top5_acc: 0.6504, loss_cls: 2.7173, loss: 2.7173, grad_norm: 2.2661 2021-01-24 18:50:11,618 - mmaction - INFO - Epoch [141][300/2147] lr: 8.533e-02, eta: 4 days, 19:09:46, time: 1.642, data_time: 0.010, memory: 16628, top1_acc: 0.4058, top5_acc: 0.6625, loss_cls: 2.6263, loss: 2.6263, grad_norm: 2.2279 2021-01-24 18:50:42,525 - mmaction - INFO - Epoch [141][320/2147] lr: 8.533e-02, eta: 4 days, 19:09:11, time: 1.544, data_time: 0.009, memory: 16628, top1_acc: 0.4009, top5_acc: 0.6500, loss_cls: 2.6937, loss: 2.6937, grad_norm: 2.3000 2021-01-24 18:51:12,587 - mmaction - INFO - Epoch [141][340/2147] lr: 8.533e-02, eta: 4 days, 19:08:35, time: 1.504, data_time: 0.008, memory: 16628, top1_acc: 0.4152, top5_acc: 0.6638, loss_cls: 2.6234, loss: 2.6234, grad_norm: 2.2650 2021-01-24 18:51:46,144 - mmaction - INFO - Epoch [141][360/2147] lr: 8.533e-02, eta: 4 days, 19:08:02, time: 1.677, data_time: 0.007, memory: 16628, top1_acc: 0.4071, top5_acc: 0.6554, loss_cls: 2.6372, loss: 2.6372, grad_norm: 2.1770 2021-01-24 18:52:16,402 - mmaction - INFO - Epoch [141][380/2147] lr: 8.533e-02, eta: 4 days, 19:07:26, time: 1.505, data_time: 0.015, memory: 16628, top1_acc: 0.4170, top5_acc: 0.6629, loss_cls: 2.5893, loss: 2.5893, grad_norm: 2.1928 2021-01-24 18:52:46,391 - mmaction - INFO - Epoch [141][400/2147] lr: 8.533e-02, eta: 4 days, 19:06:50, time: 1.511, data_time: 0.015, memory: 16628, top1_acc: 0.4241, top5_acc: 0.6897, loss_cls: 2.5060, loss: 2.5060, grad_norm: 2.2676 2021-01-24 18:53:15,271 - mmaction - INFO - Epoch [141][420/2147] lr: 8.533e-02, eta: 4 days, 19:06:13, time: 1.442, data_time: 0.008, memory: 16628, top1_acc: 0.4116, top5_acc: 0.6540, loss_cls: 2.6518, loss: 2.6518, grad_norm: 2.2400 2021-01-24 18:53:44,049 - mmaction - INFO - Epoch [141][440/2147] lr: 8.533e-02, eta: 4 days, 19:05:36, time: 1.440, data_time: 0.005, memory: 16628, top1_acc: 0.4071, top5_acc: 0.6531, loss_cls: 2.6678, loss: 2.6678, grad_norm: 2.2904 2021-01-24 18:54:13,038 - mmaction - INFO - Epoch [141][460/2147] lr: 8.533e-02, eta: 4 days, 19:04:59, time: 1.450, data_time: 0.003, memory: 16628, top1_acc: 0.3897, top5_acc: 0.6513, loss_cls: 2.7452, loss: 2.7452, grad_norm: 2.3101 2021-01-24 18:54:43,423 - mmaction - INFO - Epoch [141][480/2147] lr: 8.533e-02, eta: 4 days, 19:04:23, time: 1.519, data_time: 0.003, memory: 16628, top1_acc: 0.3884, top5_acc: 0.6429, loss_cls: 2.7024, loss: 2.7024, grad_norm: 2.2502 2021-01-24 18:55:16,445 - mmaction - INFO - Epoch [141][500/2147] lr: 8.533e-02, eta: 4 days, 19:03:49, time: 1.648, data_time: 0.080, memory: 16628, top1_acc: 0.4045, top5_acc: 0.6540, loss_cls: 2.6776, loss: 2.6776, grad_norm: 2.2073 2021-01-24 18:55:47,097 - mmaction - INFO - Epoch [141][520/2147] lr: 8.533e-02, eta: 4 days, 19:03:14, time: 1.534, data_time: 0.010, memory: 16628, top1_acc: 0.4263, top5_acc: 0.6799, loss_cls: 2.5257, loss: 2.5257, grad_norm: 2.2198 2021-01-24 18:56:16,162 - mmaction - INFO - Epoch [141][540/2147] lr: 8.533e-02, eta: 4 days, 19:02:37, time: 1.455, data_time: 0.006, memory: 16628, top1_acc: 0.4254, top5_acc: 0.6746, loss_cls: 2.5516, loss: 2.5516, grad_norm: 2.2410 2021-01-24 18:56:48,126 - mmaction - INFO - Epoch [141][560/2147] lr: 8.533e-02, eta: 4 days, 19:02:03, time: 1.594, data_time: 0.004, memory: 16628, top1_acc: 0.4170, top5_acc: 0.6643, loss_cls: 2.6112, loss: 2.6112, grad_norm: 2.2524 2021-01-24 18:57:19,051 - mmaction - INFO - Epoch [141][580/2147] lr: 8.533e-02, eta: 4 days, 19:01:27, time: 1.546, data_time: 0.011, memory: 16628, top1_acc: 0.3875, top5_acc: 0.6344, loss_cls: 2.7261, loss: 2.7261, grad_norm: 2.2772 2021-01-24 18:57:48,050 - mmaction - INFO - Epoch [141][600/2147] lr: 8.533e-02, eta: 4 days, 19:00:50, time: 1.455, data_time: 0.010, memory: 16628, top1_acc: 0.3741, top5_acc: 0.6348, loss_cls: 2.7867, loss: 2.7867, grad_norm: 2.3057 2021-01-24 18:58:17,153 - mmaction - INFO - Epoch [141][620/2147] lr: 8.533e-02, eta: 4 days, 19:00:14, time: 1.455, data_time: 0.002, memory: 16628, top1_acc: 0.3973, top5_acc: 0.6522, loss_cls: 2.6852, loss: 2.6852, grad_norm: 2.2473 2021-01-24 18:58:45,769 - mmaction - INFO - Epoch [141][640/2147] lr: 8.533e-02, eta: 4 days, 18:59:36, time: 1.428, data_time: 0.002, memory: 16628, top1_acc: 0.4018, top5_acc: 0.6522, loss_cls: 2.6544, loss: 2.6544, grad_norm: 2.2814 2021-01-24 18:59:15,827 - mmaction - INFO - Epoch [141][660/2147] lr: 8.533e-02, eta: 4 days, 18:59:00, time: 1.506, data_time: 0.007, memory: 16628, top1_acc: 0.3866, top5_acc: 0.6571, loss_cls: 2.7207, loss: 2.7207, grad_norm: 2.2996 2021-01-24 18:59:45,038 - mmaction - INFO - Epoch [141][680/2147] lr: 8.533e-02, eta: 4 days, 18:58:24, time: 1.460, data_time: 0.002, memory: 16628, top1_acc: 0.4022, top5_acc: 0.6402, loss_cls: 2.6921, loss: 2.6921, grad_norm: 2.2776 2021-01-24 19:00:15,969 - mmaction - INFO - Epoch [141][700/2147] lr: 8.533e-02, eta: 4 days, 18:57:48, time: 1.528, data_time: 0.002, memory: 16628, top1_acc: 0.3879, top5_acc: 0.6357, loss_cls: 2.7775, loss: 2.7775, grad_norm: 2.2876 2021-01-24 19:00:45,846 - mmaction - INFO - Epoch [141][720/2147] lr: 8.533e-02, eta: 4 days, 18:57:12, time: 1.507, data_time: 0.022, memory: 16628, top1_acc: 0.4129, top5_acc: 0.6522, loss_cls: 2.6457, loss: 2.6457, grad_norm: 2.2511 2021-01-24 19:01:16,070 - mmaction - INFO - Epoch [141][740/2147] lr: 8.533e-02, eta: 4 days, 18:56:36, time: 1.517, data_time: 0.010, memory: 16628, top1_acc: 0.4112, top5_acc: 0.6589, loss_cls: 2.6436, loss: 2.6436, grad_norm: 2.2445 2021-01-24 19:01:47,330 - mmaction - INFO - Epoch [141][760/2147] lr: 8.533e-02, eta: 4 days, 18:56:01, time: 1.563, data_time: 0.002, memory: 16628, top1_acc: 0.3973, top5_acc: 0.6527, loss_cls: 2.6925, loss: 2.6925, grad_norm: 2.2605 2021-01-24 19:02:17,352 - mmaction - INFO - Epoch [141][780/2147] lr: 8.533e-02, eta: 4 days, 18:55:25, time: 1.500, data_time: 0.002, memory: 16628, top1_acc: 0.4121, top5_acc: 0.6562, loss_cls: 2.6429, loss: 2.6429, grad_norm: 2.1934 2021-01-24 19:02:47,542 - mmaction - INFO - Epoch [141][800/2147] lr: 8.533e-02, eta: 4 days, 18:54:49, time: 1.508, data_time: 0.004, memory: 16628, top1_acc: 0.4112, top5_acc: 0.6616, loss_cls: 2.6367, loss: 2.6367, grad_norm: 2.2793 2021-01-24 19:03:16,733 - mmaction - INFO - Epoch [141][820/2147] lr: 8.533e-02, eta: 4 days, 18:54:13, time: 1.462, data_time: 0.006, memory: 16628, top1_acc: 0.4054, top5_acc: 0.6594, loss_cls: 2.6482, loss: 2.6482, grad_norm: 2.2793 2021-01-24 19:03:45,446 - mmaction - INFO - Epoch [141][840/2147] lr: 8.533e-02, eta: 4 days, 18:53:35, time: 1.434, data_time: 0.003, memory: 16628, top1_acc: 0.3741, top5_acc: 0.6312, loss_cls: 2.7806, loss: 2.7806, grad_norm: 2.2869 2021-01-24 19:04:15,702 - mmaction - INFO - Epoch [141][860/2147] lr: 8.533e-02, eta: 4 days, 18:52:59, time: 1.512, data_time: 0.006, memory: 16628, top1_acc: 0.3973, top5_acc: 0.6571, loss_cls: 2.6951, loss: 2.6951, grad_norm: 2.2231 2021-01-24 19:04:46,213 - mmaction - INFO - Epoch [141][880/2147] lr: 8.533e-02, eta: 4 days, 18:52:24, time: 1.526, data_time: 0.004, memory: 16628, top1_acc: 0.4004, top5_acc: 0.6451, loss_cls: 2.7106, loss: 2.7106, grad_norm: 2.2606 2021-01-24 19:05:15,374 - mmaction - INFO - Epoch [141][900/2147] lr: 8.533e-02, eta: 4 days, 18:51:47, time: 1.457, data_time: 0.006, memory: 16628, top1_acc: 0.4085, top5_acc: 0.6670, loss_cls: 2.6112, loss: 2.6112, grad_norm: 2.2434 2021-01-24 19:05:43,950 - mmaction - INFO - Epoch [141][920/2147] lr: 8.533e-02, eta: 4 days, 18:51:10, time: 1.429, data_time: 0.006, memory: 16628, top1_acc: 0.3929, top5_acc: 0.6607, loss_cls: 2.6723, loss: 2.6723, grad_norm: 2.2710 2021-01-24 19:06:13,016 - mmaction - INFO - Epoch [141][940/2147] lr: 8.533e-02, eta: 4 days, 18:50:33, time: 1.456, data_time: 0.005, memory: 16628, top1_acc: 0.4049, top5_acc: 0.6701, loss_cls: 2.6451, loss: 2.6451, grad_norm: 2.2344 2021-01-24 19:06:44,520 - mmaction - INFO - Epoch [141][960/2147] lr: 8.533e-02, eta: 4 days, 18:49:58, time: 1.544, data_time: 0.003, memory: 16628, top1_acc: 0.4054, top5_acc: 0.6415, loss_cls: 2.7135, loss: 2.7135, grad_norm: 2.2950 2021-01-24 19:07:14,673 - mmaction - INFO - Epoch [141][980/2147] lr: 8.533e-02, eta: 4 days, 18:49:22, time: 1.533, data_time: 0.041, memory: 16628, top1_acc: 0.3888, top5_acc: 0.6603, loss_cls: 2.6918, loss: 2.6918, grad_norm: 2.2156 2021-01-24 19:07:47,322 - mmaction - INFO - Epoch [141][1000/2147] lr: 8.533e-02, eta: 4 days, 18:48:48, time: 1.637, data_time: 0.014, memory: 16628, top1_acc: 0.3982, top5_acc: 0.6558, loss_cls: 2.6926, loss: 2.6926, grad_norm: 2.2383 2021-01-24 19:08:15,949 - mmaction - INFO - Epoch [141][1020/2147] lr: 8.533e-02, eta: 4 days, 18:48:11, time: 1.431, data_time: 0.004, memory: 16628, top1_acc: 0.4076, top5_acc: 0.6531, loss_cls: 2.6694, loss: 2.6694, grad_norm: 2.2737 2021-01-24 19:08:47,049 - mmaction - INFO - Epoch [141][1040/2147] lr: 8.533e-02, eta: 4 days, 18:47:36, time: 1.554, data_time: 0.005, memory: 16628, top1_acc: 0.3955, top5_acc: 0.6482, loss_cls: 2.6811, loss: 2.6811, grad_norm: 2.3442 2021-01-24 19:09:17,809 - mmaction - INFO - Epoch [141][1060/2147] lr: 8.533e-02, eta: 4 days, 18:47:01, time: 1.538, data_time: 0.013, memory: 16628, top1_acc: 0.4040, top5_acc: 0.6625, loss_cls: 2.6386, loss: 2.6386, grad_norm: 2.2441 2021-01-24 19:09:47,777 - mmaction - INFO - Epoch [141][1080/2147] lr: 8.533e-02, eta: 4 days, 18:46:24, time: 1.498, data_time: 0.007, memory: 16628, top1_acc: 0.4129, top5_acc: 0.6549, loss_cls: 2.6911, loss: 2.6911, grad_norm: 2.2265 2021-01-24 19:10:17,184 - mmaction - INFO - Epoch [141][1100/2147] lr: 8.533e-02, eta: 4 days, 18:45:48, time: 1.472, data_time: 0.010, memory: 16628, top1_acc: 0.4103, top5_acc: 0.6549, loss_cls: 2.6446, loss: 2.6446, grad_norm: 2.2783 2021-01-24 19:10:48,257 - mmaction - INFO - Epoch [141][1120/2147] lr: 8.533e-02, eta: 4 days, 18:45:13, time: 1.550, data_time: 0.004, memory: 16628, top1_acc: 0.4143, top5_acc: 0.6656, loss_cls: 2.6601, loss: 2.6601, grad_norm: 2.2681 2021-01-24 19:11:17,849 - mmaction - INFO - Epoch [141][1140/2147] lr: 8.533e-02, eta: 4 days, 18:44:36, time: 1.483, data_time: 0.013, memory: 16628, top1_acc: 0.3991, top5_acc: 0.6513, loss_cls: 2.6404, loss: 2.6404, grad_norm: 2.3081 2021-01-24 19:11:50,858 - mmaction - INFO - Epoch [141][1160/2147] lr: 8.533e-02, eta: 4 days, 18:44:03, time: 1.642, data_time: 0.004, memory: 16628, top1_acc: 0.4004, top5_acc: 0.6589, loss_cls: 2.6859, loss: 2.6859, grad_norm: 2.3022 2021-01-24 19:12:19,546 - mmaction - INFO - Epoch [141][1180/2147] lr: 8.533e-02, eta: 4 days, 18:43:26, time: 1.441, data_time: 0.013, memory: 16628, top1_acc: 0.3982, top5_acc: 0.6540, loss_cls: 2.7270, loss: 2.7270, grad_norm: 2.2317 2021-01-24 19:12:51,794 - mmaction - INFO - Epoch [141][1200/2147] lr: 8.533e-02, eta: 4 days, 18:42:51, time: 1.613, data_time: 0.005, memory: 16628, top1_acc: 0.4085, top5_acc: 0.6487, loss_cls: 2.7207, loss: 2.7207, grad_norm: 2.2121 2021-01-24 19:13:22,295 - mmaction - INFO - Epoch [141][1220/2147] lr: 8.533e-02, eta: 4 days, 18:42:16, time: 1.527, data_time: 0.007, memory: 16628, top1_acc: 0.4121, top5_acc: 0.6616, loss_cls: 2.6216, loss: 2.6216, grad_norm: 2.2212 2021-01-24 19:13:55,252 - mmaction - INFO - Epoch [141][1240/2147] lr: 8.533e-02, eta: 4 days, 18:41:42, time: 1.645, data_time: 0.003, memory: 16628, top1_acc: 0.4071, top5_acc: 0.6598, loss_cls: 2.6098, loss: 2.6098, grad_norm: 2.2528 2021-01-24 19:14:27,693 - mmaction - INFO - Epoch [141][1260/2147] lr: 8.533e-02, eta: 4 days, 18:41:08, time: 1.618, data_time: 0.009, memory: 16628, top1_acc: 0.4022, top5_acc: 0.6629, loss_cls: 2.6769, loss: 2.6769, grad_norm: 2.2559 2021-01-24 19:14:56,312 - mmaction - INFO - Epoch [141][1280/2147] lr: 8.533e-02, eta: 4 days, 18:40:31, time: 1.438, data_time: 0.009, memory: 16628, top1_acc: 0.3951, top5_acc: 0.6714, loss_cls: 2.6752, loss: 2.6752, grad_norm: 2.3291 2021-01-24 19:15:27,628 - mmaction - INFO - Epoch [141][1300/2147] lr: 8.533e-02, eta: 4 days, 18:39:56, time: 1.565, data_time: 0.004, memory: 16628, top1_acc: 0.4129, top5_acc: 0.6647, loss_cls: 2.6299, loss: 2.6299, grad_norm: 2.2137 2021-01-24 19:15:57,873 - mmaction - INFO - Epoch [141][1320/2147] lr: 8.533e-02, eta: 4 days, 18:39:20, time: 1.511, data_time: 0.003, memory: 16628, top1_acc: 0.4223, top5_acc: 0.6616, loss_cls: 2.6403, loss: 2.6403, grad_norm: 2.2606 2021-01-24 19:16:28,211 - mmaction - INFO - Epoch [141][1340/2147] lr: 8.533e-02, eta: 4 days, 18:38:44, time: 1.520, data_time: 0.010, memory: 16628, top1_acc: 0.3924, top5_acc: 0.6272, loss_cls: 2.7427, loss: 2.7427, grad_norm: 2.2849 2021-01-24 19:17:01,107 - mmaction - INFO - Epoch [141][1360/2147] lr: 8.533e-02, eta: 4 days, 18:38:11, time: 1.644, data_time: 0.001, memory: 16628, top1_acc: 0.4143, top5_acc: 0.6567, loss_cls: 2.6655, loss: 2.6655, grad_norm: 2.2466 2021-01-24 19:17:30,946 - mmaction - INFO - Epoch [141][1380/2147] lr: 8.533e-02, eta: 4 days, 18:37:34, time: 1.486, data_time: 0.008, memory: 16628, top1_acc: 0.4138, top5_acc: 0.6585, loss_cls: 2.6094, loss: 2.6094, grad_norm: 2.3377 2021-01-24 19:18:01,143 - mmaction - INFO - Epoch [141][1400/2147] lr: 8.533e-02, eta: 4 days, 18:36:59, time: 1.516, data_time: 0.012, memory: 16628, top1_acc: 0.4027, top5_acc: 0.6563, loss_cls: 2.6761, loss: 2.6761, grad_norm: 2.1992 2021-01-24 19:18:33,452 - mmaction - INFO - Epoch [141][1420/2147] lr: 8.533e-02, eta: 4 days, 18:36:24, time: 1.607, data_time: 0.002, memory: 16628, top1_acc: 0.3978, top5_acc: 0.6545, loss_cls: 2.6721, loss: 2.6721, grad_norm: 2.2603 2021-01-24 19:19:02,834 - mmaction - INFO - Epoch [141][1440/2147] lr: 8.533e-02, eta: 4 days, 18:35:48, time: 1.469, data_time: 0.011, memory: 16628, top1_acc: 0.4031, top5_acc: 0.6491, loss_cls: 2.6673, loss: 2.6673, grad_norm: 2.2666 2021-01-24 19:19:37,563 - mmaction - INFO - Epoch [141][1460/2147] lr: 8.533e-02, eta: 4 days, 18:35:16, time: 1.746, data_time: 0.013, memory: 16628, top1_acc: 0.3946, top5_acc: 0.6469, loss_cls: 2.7087, loss: 2.7087, grad_norm: 2.2562 2021-01-24 19:20:06,217 - mmaction - INFO - Epoch [141][1480/2147] lr: 8.533e-02, eta: 4 days, 18:34:39, time: 1.432, data_time: 0.003, memory: 16628, top1_acc: 0.4156, top5_acc: 0.6621, loss_cls: 2.5980, loss: 2.5980, grad_norm: 2.2302 2021-01-24 19:20:35,655 - mmaction - INFO - Epoch [141][1500/2147] lr: 8.533e-02, eta: 4 days, 18:34:02, time: 1.468, data_time: 0.006, memory: 16628, top1_acc: 0.4018, top5_acc: 0.6339, loss_cls: 2.7377, loss: 2.7377, grad_norm: 2.2440 2021-01-24 19:21:05,038 - mmaction - INFO - Epoch [141][1520/2147] lr: 8.533e-02, eta: 4 days, 18:33:26, time: 1.473, data_time: 0.006, memory: 16628, top1_acc: 0.4098, top5_acc: 0.6612, loss_cls: 2.6429, loss: 2.6429, grad_norm: 2.2702 2021-01-24 19:21:34,792 - mmaction - INFO - Epoch [141][1540/2147] lr: 8.533e-02, eta: 4 days, 18:32:49, time: 1.488, data_time: 0.002, memory: 16628, top1_acc: 0.4049, top5_acc: 0.6692, loss_cls: 2.5903, loss: 2.5903, grad_norm: 2.2392 2021-01-24 19:22:08,585 - mmaction - INFO - Epoch [141][1560/2147] lr: 8.533e-02, eta: 4 days, 18:32:16, time: 1.686, data_time: 0.003, memory: 16628, top1_acc: 0.3848, top5_acc: 0.6375, loss_cls: 2.7582, loss: 2.7582, grad_norm: 2.2988 2021-01-24 19:22:38,197 - mmaction - INFO - Epoch [141][1580/2147] lr: 8.533e-02, eta: 4 days, 18:31:40, time: 1.469, data_time: 0.010, memory: 16628, top1_acc: 0.4000, top5_acc: 0.6433, loss_cls: 2.6934, loss: 2.6934, grad_norm: 2.2488 2021-01-24 19:23:08,239 - mmaction - INFO - Epoch [141][1600/2147] lr: 8.533e-02, eta: 4 days, 18:31:04, time: 1.515, data_time: 0.019, memory: 16628, top1_acc: 0.4013, top5_acc: 0.6357, loss_cls: 2.7130, loss: 2.7130, grad_norm: 2.1577 2021-01-24 19:23:41,480 - mmaction - INFO - Epoch [141][1620/2147] lr: 8.533e-02, eta: 4 days, 18:30:31, time: 1.662, data_time: 0.007, memory: 16628, top1_acc: 0.4219, top5_acc: 0.6652, loss_cls: 2.6128, loss: 2.6128, grad_norm: 2.2349 2021-01-24 19:24:16,392 - mmaction - INFO - Epoch [141][1640/2147] lr: 8.533e-02, eta: 4 days, 18:29:58, time: 1.740, data_time: 0.008, memory: 16628, top1_acc: 0.3804, top5_acc: 0.6357, loss_cls: 2.7293, loss: 2.7293, grad_norm: 2.2176 2021-01-24 19:24:53,774 - mmaction - INFO - Epoch [141][1660/2147] lr: 8.533e-02, eta: 4 days, 18:29:28, time: 1.867, data_time: 0.017, memory: 16628, top1_acc: 0.3969, top5_acc: 0.6571, loss_cls: 2.6519, loss: 2.6519, grad_norm: 2.2539 2021-01-24 19:25:22,695 - mmaction - INFO - Epoch [141][1680/2147] lr: 8.533e-02, eta: 4 days, 18:28:52, time: 1.455, data_time: 0.016, memory: 16628, top1_acc: 0.3982, top5_acc: 0.6478, loss_cls: 2.7227, loss: 2.7227, grad_norm: 2.2699 2021-01-24 19:25:52,206 - mmaction - INFO - Epoch [141][1700/2147] lr: 8.533e-02, eta: 4 days, 18:28:15, time: 1.466, data_time: 0.007, memory: 16628, top1_acc: 0.4062, top5_acc: 0.6594, loss_cls: 2.6767, loss: 2.6767, grad_norm: 2.2791 2021-01-24 19:26:21,898 - mmaction - INFO - Epoch [141][1720/2147] lr: 8.533e-02, eta: 4 days, 18:27:39, time: 1.493, data_time: 0.014, memory: 16628, top1_acc: 0.4071, top5_acc: 0.6661, loss_cls: 2.6277, loss: 2.6277, grad_norm: 2.3010 2021-01-24 19:26:52,798 - mmaction - INFO - Epoch [141][1740/2147] lr: 8.533e-02, eta: 4 days, 18:27:04, time: 1.548, data_time: 0.009, memory: 16628, top1_acc: 0.3991, top5_acc: 0.6442, loss_cls: 2.7319, loss: 2.7319, grad_norm: 2.2787 2021-01-24 19:27:24,082 - mmaction - INFO - Epoch [141][1760/2147] lr: 8.533e-02, eta: 4 days, 18:26:29, time: 1.564, data_time: 0.002, memory: 16628, top1_acc: 0.4089, top5_acc: 0.6580, loss_cls: 2.6830, loss: 2.6830, grad_norm: 2.2514 2021-01-24 19:27:55,791 - mmaction - INFO - Epoch [141][1780/2147] lr: 8.533e-02, eta: 4 days, 18:25:54, time: 1.556, data_time: 0.004, memory: 16628, top1_acc: 0.4129, top5_acc: 0.6634, loss_cls: 2.6413, loss: 2.6413, grad_norm: 2.2399 2021-01-24 19:28:24,228 - mmaction - INFO - Epoch [141][1800/2147] lr: 8.533e-02, eta: 4 days, 18:25:17, time: 1.452, data_time: 0.034, memory: 16628, top1_acc: 0.3964, top5_acc: 0.6549, loss_cls: 2.6836, loss: 2.6836, grad_norm: 2.3090 2021-01-24 19:28:53,225 - mmaction - INFO - Epoch [141][1820/2147] lr: 8.533e-02, eta: 4 days, 18:24:40, time: 1.439, data_time: 0.001, memory: 16628, top1_acc: 0.4152, top5_acc: 0.6616, loss_cls: 2.6493, loss: 2.6493, grad_norm: 2.2322 2021-01-24 19:29:23,978 - mmaction - INFO - Epoch [141][1840/2147] lr: 8.533e-02, eta: 4 days, 18:24:04, time: 1.547, data_time: 0.013, memory: 16628, top1_acc: 0.3960, top5_acc: 0.6571, loss_cls: 2.7112, loss: 2.7112, grad_norm: 2.2528 2021-01-24 19:29:53,535 - mmaction - INFO - Epoch [141][1860/2147] lr: 8.533e-02, eta: 4 days, 18:23:28, time: 1.476, data_time: 0.003, memory: 16628, top1_acc: 0.4004, top5_acc: 0.6446, loss_cls: 2.6709, loss: 2.6709, grad_norm: 2.2934 2021-01-24 19:30:27,450 - mmaction - INFO - Epoch [141][1880/2147] lr: 8.533e-02, eta: 4 days, 18:22:55, time: 1.695, data_time: 0.008, memory: 16628, top1_acc: 0.4027, top5_acc: 0.6540, loss_cls: 2.6597, loss: 2.6597, grad_norm: 2.2576 2021-01-24 19:30:57,549 - mmaction - INFO - Epoch [141][1900/2147] lr: 8.533e-02, eta: 4 days, 18:22:19, time: 1.504, data_time: 0.008, memory: 16628, top1_acc: 0.4085, top5_acc: 0.6491, loss_cls: 2.6630, loss: 2.6630, grad_norm: 2.2571 2021-01-24 19:31:27,438 - mmaction - INFO - Epoch [141][1920/2147] lr: 8.533e-02, eta: 4 days, 18:21:43, time: 1.499, data_time: 0.007, memory: 16628, top1_acc: 0.3969, top5_acc: 0.6607, loss_cls: 2.6168, loss: 2.6168, grad_norm: 2.2724 2021-01-24 19:31:58,217 - mmaction - INFO - Epoch [141][1940/2147] lr: 8.533e-02, eta: 4 days, 18:21:08, time: 1.536, data_time: 0.003, memory: 16628, top1_acc: 0.3982, top5_acc: 0.6469, loss_cls: 2.7237, loss: 2.7237, grad_norm: 2.2865 2021-01-24 19:32:28,934 - mmaction - INFO - Epoch [141][1960/2147] lr: 8.533e-02, eta: 4 days, 18:20:32, time: 1.539, data_time: 0.009, memory: 16628, top1_acc: 0.4085, top5_acc: 0.6504, loss_cls: 2.6804, loss: 2.6804, grad_norm: 2.1970 2021-01-24 19:33:01,838 - mmaction - INFO - Epoch [141][1980/2147] lr: 8.533e-02, eta: 4 days, 18:19:59, time: 1.643, data_time: 0.003, memory: 16628, top1_acc: 0.4036, top5_acc: 0.6518, loss_cls: 2.6627, loss: 2.6627, grad_norm: 2.2500 2021-01-24 19:33:30,779 - mmaction - INFO - Epoch [141][2000/2147] lr: 8.533e-02, eta: 4 days, 18:19:22, time: 1.448, data_time: 0.006, memory: 16628, top1_acc: 0.4138, top5_acc: 0.6607, loss_cls: 2.6275, loss: 2.6275, grad_norm: 2.2613 2021-01-24 19:33:59,559 - mmaction - INFO - Epoch [141][2020/2147] lr: 8.533e-02, eta: 4 days, 18:18:45, time: 1.437, data_time: 0.004, memory: 16628, top1_acc: 0.3978, top5_acc: 0.6487, loss_cls: 2.6781, loss: 2.6781, grad_norm: 2.2832 2021-01-24 19:34:29,541 - mmaction - INFO - Epoch [141][2040/2147] lr: 8.533e-02, eta: 4 days, 18:18:09, time: 1.500, data_time: 0.007, memory: 16628, top1_acc: 0.3929, top5_acc: 0.6446, loss_cls: 2.7057, loss: 2.7057, grad_norm: 2.2897 2021-01-24 19:34:59,645 - mmaction - INFO - Epoch [141][2060/2147] lr: 8.533e-02, eta: 4 days, 18:17:33, time: 1.508, data_time: 0.004, memory: 16628, top1_acc: 0.3973, top5_acc: 0.6527, loss_cls: 2.6783, loss: 2.6783, grad_norm: 2.2835 2021-01-24 19:35:28,647 - mmaction - INFO - Epoch [141][2080/2147] lr: 8.533e-02, eta: 4 days, 18:16:56, time: 1.450, data_time: 0.002, memory: 16628, top1_acc: 0.3955, top5_acc: 0.6473, loss_cls: 2.7070, loss: 2.7070, grad_norm: 2.2748 2021-01-24 19:35:59,138 - mmaction - INFO - Epoch [141][2100/2147] lr: 8.533e-02, eta: 4 days, 18:16:20, time: 1.522, data_time: 0.003, memory: 16628, top1_acc: 0.4000, top5_acc: 0.6656, loss_cls: 2.6836, loss: 2.6836, grad_norm: 2.1985 2021-01-24 19:36:33,506 - mmaction - INFO - Epoch [141][2120/2147] lr: 8.533e-02, eta: 4 days, 18:15:47, time: 1.677, data_time: 0.005, memory: 16628, top1_acc: 0.3996, top5_acc: 0.6598, loss_cls: 2.6789, loss: 2.6789, grad_norm: 2.1736 2021-01-24 19:37:16,489 - mmaction - INFO - Epoch [141][2140/2147] lr: 8.533e-02, eta: 4 days, 18:15:22, time: 2.181, data_time: 0.049, memory: 16628, top1_acc: 0.3937, top5_acc: 0.6504, loss_cls: 2.7017, loss: 2.7017, grad_norm: 2.3162 2021-01-24 19:43:37,751 - mmaction - INFO - Epoch [142][20/2147] lr: 8.411e-02, eta: 4 days, 18:18:49, time: 17.663, data_time: 16.030, memory: 16628, top1_acc: 0.4210, top5_acc: 0.6603, loss_cls: 2.6105, loss: 2.6105, grad_norm: 2.2555 2021-01-24 19:44:06,386 - mmaction - INFO - Epoch [142][40/2147] lr: 8.411e-02, eta: 4 days, 18:18:12, time: 1.435, data_time: 0.009, memory: 16628, top1_acc: 0.4054, top5_acc: 0.6607, loss_cls: 2.6638, loss: 2.6638, grad_norm: 2.2309 2021-01-24 19:44:38,435 - mmaction - INFO - Epoch [142][60/2147] lr: 8.411e-02, eta: 4 days, 18:17:37, time: 1.603, data_time: 0.006, memory: 16628, top1_acc: 0.4112, top5_acc: 0.6567, loss_cls: 2.6558, loss: 2.6558, grad_norm: 2.2731 2021-01-24 19:45:07,173 - mmaction - INFO - Epoch [142][80/2147] lr: 8.411e-02, eta: 4 days, 18:17:00, time: 1.437, data_time: 0.003, memory: 16628, top1_acc: 0.4143, top5_acc: 0.6518, loss_cls: 2.6390, loss: 2.6390, grad_norm: 2.3366 2021-01-24 19:45:36,171 - mmaction - INFO - Epoch [142][100/2147] lr: 8.411e-02, eta: 4 days, 18:16:23, time: 1.443, data_time: 0.003, memory: 16628, top1_acc: 0.4134, top5_acc: 0.6513, loss_cls: 2.6410, loss: 2.6410, grad_norm: 2.2645 2021-01-24 19:46:07,853 - mmaction - INFO - Epoch [142][120/2147] lr: 8.411e-02, eta: 4 days, 18:15:49, time: 1.590, data_time: 0.011, memory: 16628, top1_acc: 0.4165, top5_acc: 0.6518, loss_cls: 2.6112, loss: 2.6112, grad_norm: 2.2662 2021-01-24 19:46:44,801 - mmaction - INFO - Epoch [142][140/2147] lr: 8.411e-02, eta: 4 days, 18:15:17, time: 1.766, data_time: 0.014, memory: 16628, top1_acc: 0.4129, top5_acc: 0.6656, loss_cls: 2.6385, loss: 2.6385, grad_norm: 2.2371 2021-01-24 19:47:14,699 - mmaction - INFO - Epoch [142][160/2147] lr: 8.411e-02, eta: 4 days, 18:14:42, time: 1.577, data_time: 0.085, memory: 16628, top1_acc: 0.4214, top5_acc: 0.6772, loss_cls: 2.5534, loss: 2.5534, grad_norm: 2.2362 2021-01-24 19:47:47,307 - mmaction - INFO - Epoch [142][180/2147] lr: 8.411e-02, eta: 4 days, 18:14:08, time: 1.628, data_time: 0.008, memory: 16628, top1_acc: 0.4045, top5_acc: 0.6509, loss_cls: 2.6666, loss: 2.6666, grad_norm: 2.2602 2021-01-24 19:48:20,066 - mmaction - INFO - Epoch [142][200/2147] lr: 8.411e-02, eta: 4 days, 18:13:34, time: 1.637, data_time: 0.008, memory: 16628, top1_acc: 0.4054, top5_acc: 0.6705, loss_cls: 2.6192, loss: 2.6192, grad_norm: 2.2455 2021-01-24 19:48:50,114 - mmaction - INFO - Epoch [142][220/2147] lr: 8.411e-02, eta: 4 days, 18:12:58, time: 1.505, data_time: 0.009, memory: 16628, top1_acc: 0.4313, top5_acc: 0.6670, loss_cls: 2.6220, loss: 2.6220, grad_norm: 2.2396 2021-01-24 19:49:20,536 - mmaction - INFO - Epoch [142][240/2147] lr: 8.411e-02, eta: 4 days, 18:12:23, time: 1.521, data_time: 0.007, memory: 16628, top1_acc: 0.4170, top5_acc: 0.6638, loss_cls: 2.6268, loss: 2.6268, grad_norm: 2.2510 2021-01-24 19:49:54,516 - mmaction - INFO - Epoch [142][260/2147] lr: 8.411e-02, eta: 4 days, 18:11:50, time: 1.698, data_time: 0.006, memory: 16628, top1_acc: 0.4027, top5_acc: 0.6406, loss_cls: 2.6952, loss: 2.6952, grad_norm: 2.3627 2021-01-24 19:50:25,650 - mmaction - INFO - Epoch [142][280/2147] lr: 8.411e-02, eta: 4 days, 18:11:15, time: 1.558, data_time: 0.005, memory: 16628, top1_acc: 0.4116, top5_acc: 0.6661, loss_cls: 2.6289, loss: 2.6289, grad_norm: 2.2603 2021-01-24 19:50:55,976 - mmaction - INFO - Epoch [142][300/2147] lr: 8.411e-02, eta: 4 days, 18:10:39, time: 1.516, data_time: 0.008, memory: 16628, top1_acc: 0.4054, top5_acc: 0.6652, loss_cls: 2.6513, loss: 2.6513, grad_norm: 2.2176 2021-01-24 19:51:27,051 - mmaction - INFO - Epoch [142][320/2147] lr: 8.411e-02, eta: 4 days, 18:10:04, time: 1.555, data_time: 0.006, memory: 16628, top1_acc: 0.3920, top5_acc: 0.6406, loss_cls: 2.7239, loss: 2.7239, grad_norm: 2.2778 2021-01-24 19:52:05,625 - mmaction - INFO - Epoch [142][340/2147] lr: 8.411e-02, eta: 4 days, 18:09:35, time: 1.929, data_time: 0.013, memory: 16628, top1_acc: 0.4232, top5_acc: 0.6701, loss_cls: 2.6032, loss: 2.6032, grad_norm: 2.2457 2021-01-24 19:52:38,243 - mmaction - INFO - Epoch [142][360/2147] lr: 8.411e-02, eta: 4 days, 18:09:01, time: 1.632, data_time: 0.003, memory: 16628, top1_acc: 0.4161, top5_acc: 0.6643, loss_cls: 2.6102, loss: 2.6102, grad_norm: 2.2407 2021-01-24 19:53:07,388 - mmaction - INFO - Epoch [142][380/2147] lr: 8.411e-02, eta: 4 days, 18:08:24, time: 1.457, data_time: 0.004, memory: 16628, top1_acc: 0.4116, top5_acc: 0.6594, loss_cls: 2.6113, loss: 2.6113, grad_norm: 2.2870 2021-01-24 19:53:39,297 - mmaction - INFO - Epoch [142][400/2147] lr: 8.411e-02, eta: 4 days, 18:07:49, time: 1.593, data_time: 0.002, memory: 16628, top1_acc: 0.4107, top5_acc: 0.6714, loss_cls: 2.5825, loss: 2.5825, grad_norm: 2.2568 2021-01-24 19:54:10,489 - mmaction - INFO - Epoch [142][420/2147] lr: 8.411e-02, eta: 4 days, 18:07:14, time: 1.558, data_time: 0.013, memory: 16628, top1_acc: 0.4089, top5_acc: 0.6509, loss_cls: 2.6265, loss: 2.6265, grad_norm: 2.2207 2021-01-24 19:54:39,584 - mmaction - INFO - Epoch [142][440/2147] lr: 8.411e-02, eta: 4 days, 18:06:38, time: 1.459, data_time: 0.009, memory: 16628, top1_acc: 0.3929, top5_acc: 0.6549, loss_cls: 2.6467, loss: 2.6467, grad_norm: 2.3078 2021-01-24 19:55:10,928 - mmaction - INFO - Epoch [142][460/2147] lr: 8.411e-02, eta: 4 days, 18:06:03, time: 1.567, data_time: 0.007, memory: 16628, top1_acc: 0.4054, top5_acc: 0.6500, loss_cls: 2.6144, loss: 2.6144, grad_norm: 2.2244 2021-01-24 19:55:39,924 - mmaction - INFO - Epoch [142][480/2147] lr: 8.411e-02, eta: 4 days, 18:05:26, time: 1.450, data_time: 0.002, memory: 16628, top1_acc: 0.4045, top5_acc: 0.6455, loss_cls: 2.6728, loss: 2.6728, grad_norm: 2.2664 2021-01-24 19:56:10,628 - mmaction - INFO - Epoch [142][500/2147] lr: 8.411e-02, eta: 4 days, 18:04:50, time: 1.535, data_time: 0.004, memory: 16628, top1_acc: 0.4089, top5_acc: 0.6830, loss_cls: 2.5724, loss: 2.5724, grad_norm: 2.2434 2021-01-24 19:56:48,405 - mmaction - INFO - Epoch [142][520/2147] lr: 8.411e-02, eta: 4 days, 18:04:21, time: 1.887, data_time: 0.002, memory: 16628, top1_acc: 0.4031, top5_acc: 0.6353, loss_cls: 2.7327, loss: 2.7327, grad_norm: 2.2746 2021-01-24 19:57:19,190 - mmaction - INFO - Epoch [142][540/2147] lr: 8.411e-02, eta: 4 days, 18:03:45, time: 1.537, data_time: 0.007, memory: 16628, top1_acc: 0.4259, top5_acc: 0.6723, loss_cls: 2.5549, loss: 2.5549, grad_norm: 2.2243 2021-01-24 19:57:51,015 - mmaction - INFO - Epoch [142][560/2147] lr: 8.411e-02, eta: 4 days, 18:03:10, time: 1.584, data_time: 0.010, memory: 16628, top1_acc: 0.4040, top5_acc: 0.6603, loss_cls: 2.6794, loss: 2.6794, grad_norm: 2.2680 2021-01-24 19:58:20,316 - mmaction - INFO - Epoch [142][580/2147] lr: 8.411e-02, eta: 4 days, 18:02:34, time: 1.475, data_time: 0.015, memory: 16628, top1_acc: 0.4143, top5_acc: 0.6531, loss_cls: 2.6606, loss: 2.6606, grad_norm: 2.3123 2021-01-24 19:58:49,540 - mmaction - INFO - Epoch [142][600/2147] lr: 8.411e-02, eta: 4 days, 18:01:57, time: 1.458, data_time: 0.004, memory: 16628, top1_acc: 0.4112, top5_acc: 0.6616, loss_cls: 2.6426, loss: 2.6426, grad_norm: 2.2874 2021-01-24 19:59:20,940 - mmaction - INFO - Epoch [142][620/2147] lr: 8.411e-02, eta: 4 days, 18:01:22, time: 1.572, data_time: 0.009, memory: 16628, top1_acc: 0.3951, top5_acc: 0.6554, loss_cls: 2.6892, loss: 2.6892, grad_norm: 2.2760 2021-01-24 19:59:50,593 - mmaction - INFO - Epoch [142][640/2147] lr: 8.411e-02, eta: 4 days, 18:00:46, time: 1.483, data_time: 0.008, memory: 16628, top1_acc: 0.4121, top5_acc: 0.6603, loss_cls: 2.6426, loss: 2.6426, grad_norm: 2.3203 2021-01-24 20:00:21,381 - mmaction - INFO - Epoch [142][660/2147] lr: 8.411e-02, eta: 4 days, 18:00:11, time: 1.538, data_time: 0.005, memory: 16628, top1_acc: 0.3946, top5_acc: 0.6504, loss_cls: 2.6894, loss: 2.6894, grad_norm: 2.2520 2021-01-24 20:00:55,506 - mmaction - INFO - Epoch [142][680/2147] lr: 8.411e-02, eta: 4 days, 17:59:38, time: 1.705, data_time: 0.005, memory: 16628, top1_acc: 0.4103, top5_acc: 0.6786, loss_cls: 2.5865, loss: 2.5865, grad_norm: 2.2785 2021-01-24 20:01:25,808 - mmaction - INFO - Epoch [142][700/2147] lr: 8.411e-02, eta: 4 days, 17:59:02, time: 1.513, data_time: 0.009, memory: 16628, top1_acc: 0.4027, top5_acc: 0.6496, loss_cls: 2.6912, loss: 2.6912, grad_norm: 2.3196 2021-01-24 20:01:54,848 - mmaction - INFO - Epoch [142][720/2147] lr: 8.411e-02, eta: 4 days, 17:58:25, time: 1.458, data_time: 0.007, memory: 16628, top1_acc: 0.4143, top5_acc: 0.6746, loss_cls: 2.5790, loss: 2.5790, grad_norm: 2.2708 2021-01-24 20:02:23,573 - mmaction - INFO - Epoch [142][740/2147] lr: 8.411e-02, eta: 4 days, 17:57:48, time: 1.435, data_time: 0.003, memory: 16628, top1_acc: 0.4036, top5_acc: 0.6531, loss_cls: 2.7016, loss: 2.7016, grad_norm: 2.3191 2021-01-24 20:02:54,901 - mmaction - INFO - Epoch [142][760/2147] lr: 8.411e-02, eta: 4 days, 17:57:13, time: 1.536, data_time: 0.003, memory: 16628, top1_acc: 0.4067, top5_acc: 0.6540, loss_cls: 2.6578, loss: 2.6578, grad_norm: 2.2860 2021-01-24 20:03:23,674 - mmaction - INFO - Epoch [142][780/2147] lr: 8.411e-02, eta: 4 days, 17:56:36, time: 1.470, data_time: 0.036, memory: 16628, top1_acc: 0.4031, top5_acc: 0.6692, loss_cls: 2.6051, loss: 2.6051, grad_norm: 2.3052 2021-01-24 20:03:53,188 - mmaction - INFO - Epoch [142][800/2147] lr: 8.411e-02, eta: 4 days, 17:56:00, time: 1.472, data_time: 0.004, memory: 16628, top1_acc: 0.4129, top5_acc: 0.6656, loss_cls: 2.6081, loss: 2.6081, grad_norm: 2.2708 2021-01-24 20:04:23,231 - mmaction - INFO - Epoch [142][820/2147] lr: 8.411e-02, eta: 4 days, 17:55:24, time: 1.501, data_time: 0.006, memory: 16628, top1_acc: 0.4071, top5_acc: 0.6491, loss_cls: 2.6795, loss: 2.6795, grad_norm: 2.3082 2021-01-24 20:04:52,585 - mmaction - INFO - Epoch [142][840/2147] lr: 8.411e-02, eta: 4 days, 17:54:47, time: 1.470, data_time: 0.007, memory: 16628, top1_acc: 0.3982, top5_acc: 0.6518, loss_cls: 2.7114, loss: 2.7114, grad_norm: 2.3108 2021-01-24 20:05:21,257 - mmaction - INFO - Epoch [142][860/2147] lr: 8.411e-02, eta: 4 days, 17:54:10, time: 1.435, data_time: 0.012, memory: 16628, top1_acc: 0.4018, top5_acc: 0.6460, loss_cls: 2.6503, loss: 2.6503, grad_norm: 2.2950 2021-01-24 20:05:53,292 - mmaction - INFO - Epoch [142][880/2147] lr: 8.411e-02, eta: 4 days, 17:53:36, time: 1.599, data_time: 0.004, memory: 16628, top1_acc: 0.4170, top5_acc: 0.6710, loss_cls: 2.6186, loss: 2.6186, grad_norm: 2.2384 2021-01-24 20:06:25,925 - mmaction - INFO - Epoch [142][900/2147] lr: 8.411e-02, eta: 4 days, 17:53:02, time: 1.631, data_time: 0.011, memory: 16628, top1_acc: 0.4098, top5_acc: 0.6545, loss_cls: 2.6457, loss: 2.6457, grad_norm: 2.2676 2021-01-24 20:06:56,202 - mmaction - INFO - Epoch [142][920/2147] lr: 8.411e-02, eta: 4 days, 17:52:26, time: 1.508, data_time: 0.012, memory: 16628, top1_acc: 0.4165, top5_acc: 0.6536, loss_cls: 2.6266, loss: 2.6266, grad_norm: 2.2420 2021-01-24 20:07:29,356 - mmaction - INFO - Epoch [142][940/2147] lr: 8.411e-02, eta: 4 days, 17:51:53, time: 1.665, data_time: 0.012, memory: 16628, top1_acc: 0.4103, top5_acc: 0.6482, loss_cls: 2.6691, loss: 2.6691, grad_norm: 2.3014 2021-01-24 20:07:58,379 - mmaction - INFO - Epoch [142][960/2147] lr: 8.411e-02, eta: 4 days, 17:51:16, time: 1.451, data_time: 0.004, memory: 16628, top1_acc: 0.3888, top5_acc: 0.6487, loss_cls: 2.6995, loss: 2.6995, grad_norm: 2.3166 2021-01-24 20:08:27,118 - mmaction - INFO - Epoch [142][980/2147] lr: 8.411e-02, eta: 4 days, 17:50:39, time: 1.437, data_time: 0.005, memory: 16628, top1_acc: 0.4094, top5_acc: 0.6777, loss_cls: 2.6008, loss: 2.6008, grad_norm: 2.2839 2021-01-24 20:08:55,763 - mmaction - INFO - Epoch [142][1000/2147] lr: 8.411e-02, eta: 4 days, 17:50:02, time: 1.432, data_time: 0.008, memory: 16628, top1_acc: 0.4098, top5_acc: 0.6701, loss_cls: 2.5929, loss: 2.5929, grad_norm: 2.3177 2021-01-24 20:09:24,548 - mmaction - INFO - Epoch [142][1020/2147] lr: 8.411e-02, eta: 4 days, 17:49:25, time: 1.442, data_time: 0.007, memory: 16628, top1_acc: 0.3951, top5_acc: 0.6464, loss_cls: 2.6845, loss: 2.6845, grad_norm: 2.2884 2021-01-24 20:09:53,520 - mmaction - INFO - Epoch [142][1040/2147] lr: 8.411e-02, eta: 4 days, 17:48:48, time: 1.447, data_time: 0.002, memory: 16628, top1_acc: 0.4107, top5_acc: 0.6652, loss_cls: 2.6623, loss: 2.6623, grad_norm: 2.2964 2021-01-24 20:10:22,080 - mmaction - INFO - Epoch [142][1060/2147] lr: 8.411e-02, eta: 4 days, 17:48:11, time: 1.431, data_time: 0.004, memory: 16628, top1_acc: 0.4031, top5_acc: 0.6594, loss_cls: 2.6895, loss: 2.6895, grad_norm: 2.3026 2021-01-24 20:10:53,810 - mmaction - INFO - Epoch [142][1080/2147] lr: 8.411e-02, eta: 4 days, 17:47:36, time: 1.584, data_time: 0.001, memory: 16628, top1_acc: 0.3987, top5_acc: 0.6598, loss_cls: 2.7040, loss: 2.7040, grad_norm: 2.2714 2021-01-24 20:11:22,878 - mmaction - INFO - Epoch [142][1100/2147] lr: 8.411e-02, eta: 4 days, 17:46:59, time: 1.456, data_time: 0.007, memory: 16628, top1_acc: 0.4107, top5_acc: 0.6513, loss_cls: 2.6623, loss: 2.6623, grad_norm: 2.2681 2021-01-24 20:11:54,479 - mmaction - INFO - Epoch [142][1120/2147] lr: 8.411e-02, eta: 4 days, 17:46:24, time: 1.528, data_time: 0.004, memory: 16628, top1_acc: 0.4089, top5_acc: 0.6594, loss_cls: 2.6786, loss: 2.6786, grad_norm: 2.2465 2021-01-24 20:12:25,392 - mmaction - INFO - Epoch [142][1140/2147] lr: 8.411e-02, eta: 4 days, 17:45:49, time: 1.590, data_time: 0.056, memory: 16628, top1_acc: 0.4027, top5_acc: 0.6478, loss_cls: 2.6915, loss: 2.6915, grad_norm: 2.3204 2021-01-24 20:12:57,234 - mmaction - INFO - Epoch [142][1160/2147] lr: 8.411e-02, eta: 4 days, 17:45:15, time: 1.598, data_time: 0.016, memory: 16628, top1_acc: 0.4196, top5_acc: 0.6585, loss_cls: 2.6510, loss: 2.6510, grad_norm: 2.2366 2021-01-24 20:13:25,856 - mmaction - INFO - Epoch [142][1180/2147] lr: 8.411e-02, eta: 4 days, 17:44:38, time: 1.433, data_time: 0.006, memory: 16628, top1_acc: 0.3830, top5_acc: 0.6317, loss_cls: 2.7698, loss: 2.7698, grad_norm: 2.3108 2021-01-24 20:13:54,744 - mmaction - INFO - Epoch [142][1200/2147] lr: 8.411e-02, eta: 4 days, 17:44:01, time: 1.444, data_time: 0.001, memory: 16628, top1_acc: 0.4165, top5_acc: 0.6616, loss_cls: 2.6489, loss: 2.6489, grad_norm: 2.2302 2021-01-24 20:14:23,350 - mmaction - INFO - Epoch [142][1220/2147] lr: 8.411e-02, eta: 4 days, 17:43:23, time: 1.429, data_time: 0.002, memory: 16628, top1_acc: 0.4161, top5_acc: 0.6567, loss_cls: 2.6473, loss: 2.6473, grad_norm: 2.2522 2021-01-24 20:14:51,847 - mmaction - INFO - Epoch [142][1240/2147] lr: 8.411e-02, eta: 4 days, 17:42:46, time: 1.426, data_time: 0.008, memory: 16628, top1_acc: 0.4054, top5_acc: 0.6594, loss_cls: 2.6612, loss: 2.6612, grad_norm: 2.2895 2021-01-24 20:15:20,769 - mmaction - INFO - Epoch [142][1260/2147] lr: 8.411e-02, eta: 4 days, 17:42:09, time: 1.446, data_time: 0.003, memory: 16628, top1_acc: 0.3924, top5_acc: 0.6531, loss_cls: 2.7209, loss: 2.7209, grad_norm: 2.2540 2021-01-24 20:15:50,277 - mmaction - INFO - Epoch [142][1280/2147] lr: 8.411e-02, eta: 4 days, 17:41:33, time: 1.475, data_time: 0.004, memory: 16628, top1_acc: 0.4049, top5_acc: 0.6496, loss_cls: 2.6606, loss: 2.6606, grad_norm: 2.1965 2021-01-24 20:16:19,900 - mmaction - INFO - Epoch [142][1300/2147] lr: 8.411e-02, eta: 4 days, 17:40:57, time: 1.482, data_time: 0.003, memory: 16628, top1_acc: 0.3996, top5_acc: 0.6482, loss_cls: 2.6750, loss: 2.6750, grad_norm: 2.2606 2021-01-24 20:16:48,973 - mmaction - INFO - Epoch [142][1320/2147] lr: 8.411e-02, eta: 4 days, 17:40:20, time: 1.453, data_time: 0.018, memory: 16628, top1_acc: 0.4076, top5_acc: 0.6509, loss_cls: 2.6813, loss: 2.6813, grad_norm: 2.2453 2021-01-24 20:17:19,399 - mmaction - INFO - Epoch [142][1340/2147] lr: 8.411e-02, eta: 4 days, 17:39:44, time: 1.522, data_time: 0.007, memory: 16628, top1_acc: 0.4045, top5_acc: 0.6500, loss_cls: 2.6747, loss: 2.6747, grad_norm: 2.2817 2021-01-24 20:17:50,427 - mmaction - INFO - Epoch [142][1360/2147] lr: 8.411e-02, eta: 4 days, 17:39:09, time: 1.551, data_time: 0.010, memory: 16628, top1_acc: 0.4013, top5_acc: 0.6451, loss_cls: 2.6964, loss: 2.6964, grad_norm: 2.3125 2021-01-24 20:18:19,234 - mmaction - INFO - Epoch [142][1380/2147] lr: 8.411e-02, eta: 4 days, 17:38:32, time: 1.441, data_time: 0.003, memory: 16628, top1_acc: 0.3906, top5_acc: 0.6478, loss_cls: 2.7558, loss: 2.7558, grad_norm: 2.2292 2021-01-24 20:18:48,937 - mmaction - INFO - Epoch [142][1400/2147] lr: 8.411e-02, eta: 4 days, 17:37:56, time: 1.482, data_time: 0.002, memory: 16628, top1_acc: 0.4062, top5_acc: 0.6460, loss_cls: 2.6784, loss: 2.6784, grad_norm: 2.2581 2021-01-24 20:19:19,486 - mmaction - INFO - Epoch [142][1420/2147] lr: 8.411e-02, eta: 4 days, 17:37:20, time: 1.530, data_time: 0.011, memory: 16628, top1_acc: 0.4031, top5_acc: 0.6451, loss_cls: 2.6956, loss: 2.6956, grad_norm: 2.2459 2021-01-24 20:19:51,104 - mmaction - INFO - Epoch [142][1440/2147] lr: 8.411e-02, eta: 4 days, 17:36:46, time: 1.582, data_time: 0.006, memory: 16628, top1_acc: 0.4147, top5_acc: 0.6750, loss_cls: 2.6219, loss: 2.6219, grad_norm: 2.2663 2021-01-24 20:20:19,777 - mmaction - INFO - Epoch [142][1460/2147] lr: 8.411e-02, eta: 4 days, 17:36:08, time: 1.433, data_time: 0.001, memory: 16628, top1_acc: 0.3991, top5_acc: 0.6473, loss_cls: 2.6690, loss: 2.6690, grad_norm: 2.2935 2021-01-24 20:20:50,732 - mmaction - INFO - Epoch [142][1480/2147] lr: 8.411e-02, eta: 4 days, 17:35:33, time: 1.546, data_time: 0.006, memory: 16628, top1_acc: 0.3951, top5_acc: 0.6589, loss_cls: 2.7129, loss: 2.7129, grad_norm: 2.2624 2021-01-24 20:21:20,126 - mmaction - INFO - Epoch [142][1500/2147] lr: 8.411e-02, eta: 4 days, 17:34:57, time: 1.468, data_time: 0.016, memory: 16628, top1_acc: 0.4089, top5_acc: 0.6719, loss_cls: 2.5925, loss: 2.5925, grad_norm: 2.2538 2021-01-24 20:21:48,678 - mmaction - INFO - Epoch [142][1520/2147] lr: 8.411e-02, eta: 4 days, 17:34:20, time: 1.430, data_time: 0.005, memory: 16628, top1_acc: 0.4143, top5_acc: 0.6594, loss_cls: 2.6482, loss: 2.6482, grad_norm: 2.3146 2021-01-24 20:22:21,952 - mmaction - INFO - Epoch [142][1540/2147] lr: 8.411e-02, eta: 4 days, 17:33:46, time: 1.662, data_time: 0.002, memory: 16628, top1_acc: 0.4094, top5_acc: 0.6585, loss_cls: 2.6241, loss: 2.6241, grad_norm: 2.2639 2021-01-24 20:22:52,331 - mmaction - INFO - Epoch [142][1560/2147] lr: 8.411e-02, eta: 4 days, 17:33:10, time: 1.520, data_time: 0.003, memory: 16628, top1_acc: 0.4125, top5_acc: 0.6647, loss_cls: 2.6436, loss: 2.6436, grad_norm: 2.2740 2021-01-24 20:23:20,891 - mmaction - INFO - Epoch [142][1580/2147] lr: 8.411e-02, eta: 4 days, 17:32:33, time: 1.428, data_time: 0.003, memory: 16628, top1_acc: 0.4085, top5_acc: 0.6652, loss_cls: 2.6402, loss: 2.6402, grad_norm: 2.2671 2021-01-24 20:23:53,748 - mmaction - INFO - Epoch [142][1600/2147] lr: 8.411e-02, eta: 4 days, 17:32:00, time: 1.637, data_time: 0.007, memory: 16628, top1_acc: 0.3906, top5_acc: 0.6603, loss_cls: 2.6886, loss: 2.6886, grad_norm: 2.2909 2021-01-24 20:24:25,688 - mmaction - INFO - Epoch [142][1620/2147] lr: 8.411e-02, eta: 4 days, 17:31:25, time: 1.603, data_time: 0.010, memory: 16628, top1_acc: 0.4107, top5_acc: 0.6643, loss_cls: 2.6387, loss: 2.6387, grad_norm: 2.2928 2021-01-24 20:24:57,785 - mmaction - INFO - Epoch [142][1640/2147] lr: 8.411e-02, eta: 4 days, 17:30:51, time: 1.601, data_time: 0.001, memory: 16628, top1_acc: 0.4125, top5_acc: 0.6558, loss_cls: 2.6746, loss: 2.6746, grad_norm: 2.2692 2021-01-24 20:25:31,579 - mmaction - INFO - Epoch [142][1660/2147] lr: 8.411e-02, eta: 4 days, 17:30:18, time: 1.690, data_time: 0.007, memory: 16628, top1_acc: 0.4129, top5_acc: 0.6518, loss_cls: 2.6626, loss: 2.6626, grad_norm: 2.2331 2021-01-24 20:26:01,739 - mmaction - INFO - Epoch [142][1680/2147] lr: 8.411e-02, eta: 4 days, 17:29:42, time: 1.510, data_time: 0.008, memory: 16628, top1_acc: 0.4152, top5_acc: 0.6652, loss_cls: 2.6311, loss: 2.6311, grad_norm: 2.2604 2021-01-24 20:26:30,639 - mmaction - INFO - Epoch [142][1700/2147] lr: 8.411e-02, eta: 4 days, 17:29:05, time: 1.446, data_time: 0.002, memory: 16628, top1_acc: 0.3951, top5_acc: 0.6451, loss_cls: 2.7198, loss: 2.7198, grad_norm: 2.3120 2021-01-24 20:27:02,859 - mmaction - INFO - Epoch [142][1720/2147] lr: 8.411e-02, eta: 4 days, 17:28:31, time: 1.610, data_time: 0.001, memory: 16628, top1_acc: 0.4107, top5_acc: 0.6598, loss_cls: 2.6322, loss: 2.6322, grad_norm: 2.2359 2021-01-24 20:27:33,112 - mmaction - INFO - Epoch [142][1740/2147] lr: 8.411e-02, eta: 4 days, 17:27:55, time: 1.510, data_time: 0.003, memory: 16628, top1_acc: 0.3893, top5_acc: 0.6375, loss_cls: 2.7508, loss: 2.7508, grad_norm: 2.3181 2021-01-24 20:28:01,748 - mmaction - INFO - Epoch [142][1760/2147] lr: 8.411e-02, eta: 4 days, 17:27:18, time: 1.434, data_time: 0.006, memory: 16628, top1_acc: 0.3911, top5_acc: 0.6429, loss_cls: 2.6967, loss: 2.6967, grad_norm: 2.2278 2021-01-24 20:28:31,620 - mmaction - INFO - Epoch [142][1780/2147] lr: 8.411e-02, eta: 4 days, 17:26:42, time: 1.491, data_time: 0.007, memory: 16628, top1_acc: 0.3996, top5_acc: 0.6415, loss_cls: 2.7291, loss: 2.7291, grad_norm: 2.2535 2021-01-24 20:29:01,364 - mmaction - INFO - Epoch [142][1800/2147] lr: 8.411e-02, eta: 4 days, 17:26:06, time: 1.484, data_time: 0.004, memory: 16628, top1_acc: 0.3929, top5_acc: 0.6522, loss_cls: 2.6878, loss: 2.6878, grad_norm: 2.2995 2021-01-24 20:29:30,152 - mmaction - INFO - Epoch [142][1820/2147] lr: 8.411e-02, eta: 4 days, 17:25:29, time: 1.443, data_time: 0.011, memory: 16628, top1_acc: 0.4085, top5_acc: 0.6612, loss_cls: 2.6486, loss: 2.6486, grad_norm: 2.2275 2021-01-24 20:29:59,359 - mmaction - INFO - Epoch [142][1840/2147] lr: 8.411e-02, eta: 4 days, 17:24:52, time: 1.461, data_time: 0.014, memory: 16628, top1_acc: 0.3946, top5_acc: 0.6504, loss_cls: 2.7200, loss: 2.7200, grad_norm: 2.2679 2021-01-24 20:30:28,365 - mmaction - INFO - Epoch [142][1860/2147] lr: 8.411e-02, eta: 4 days, 17:24:15, time: 1.450, data_time: 0.008, memory: 16628, top1_acc: 0.3960, top5_acc: 0.6433, loss_cls: 2.7028, loss: 2.7028, grad_norm: 2.2573 2021-01-24 20:30:58,555 - mmaction - INFO - Epoch [142][1880/2147] lr: 8.411e-02, eta: 4 days, 17:23:39, time: 1.508, data_time: 0.005, memory: 16628, top1_acc: 0.4009, top5_acc: 0.6518, loss_cls: 2.6653, loss: 2.6653, grad_norm: 2.2432 2021-01-24 20:31:30,116 - mmaction - INFO - Epoch [142][1900/2147] lr: 8.411e-02, eta: 4 days, 17:23:05, time: 1.579, data_time: 0.011, memory: 16628, top1_acc: 0.4214, top5_acc: 0.6629, loss_cls: 2.6146, loss: 2.6146, grad_norm: 2.2294 2021-01-24 20:32:01,755 - mmaction - INFO - Epoch [142][1920/2147] lr: 8.411e-02, eta: 4 days, 17:22:30, time: 1.583, data_time: 0.013, memory: 16628, top1_acc: 0.4214, top5_acc: 0.6567, loss_cls: 2.6020, loss: 2.6020, grad_norm: 2.2698 2021-01-24 20:32:31,770 - mmaction - INFO - Epoch [142][1940/2147] lr: 8.411e-02, eta: 4 days, 17:21:54, time: 1.497, data_time: 0.005, memory: 16628, top1_acc: 0.4129, top5_acc: 0.6603, loss_cls: 2.6459, loss: 2.6459, grad_norm: 2.2324 2021-01-24 20:33:03,534 - mmaction - INFO - Epoch [142][1960/2147] lr: 8.411e-02, eta: 4 days, 17:21:20, time: 1.594, data_time: 0.011, memory: 16628, top1_acc: 0.3964, top5_acc: 0.6518, loss_cls: 2.6329, loss: 2.6329, grad_norm: 2.2922 2021-01-24 20:33:32,826 - mmaction - INFO - Epoch [142][1980/2147] lr: 8.411e-02, eta: 4 days, 17:20:43, time: 1.463, data_time: 0.010, memory: 16628, top1_acc: 0.3875, top5_acc: 0.6473, loss_cls: 2.6897, loss: 2.6897, grad_norm: 2.2776 2021-01-24 20:34:03,199 - mmaction - INFO - Epoch [142][2000/2147] lr: 8.411e-02, eta: 4 days, 17:20:07, time: 1.521, data_time: 0.003, memory: 16628, top1_acc: 0.4045, top5_acc: 0.6464, loss_cls: 2.7168, loss: 2.7168, grad_norm: 2.2578 2021-01-24 20:34:32,143 - mmaction - INFO - Epoch [142][2020/2147] lr: 8.411e-02, eta: 4 days, 17:19:30, time: 1.447, data_time: 0.003, memory: 16628, top1_acc: 0.4062, top5_acc: 0.6429, loss_cls: 2.7037, loss: 2.7037, grad_norm: 2.2394 2021-01-24 20:35:04,737 - mmaction - INFO - Epoch [142][2040/2147] lr: 8.411e-02, eta: 4 days, 17:18:56, time: 1.619, data_time: 0.002, memory: 16628, top1_acc: 0.4103, top5_acc: 0.6768, loss_cls: 2.5570, loss: 2.5570, grad_norm: 2.2606 2021-01-24 20:35:33,646 - mmaction - INFO - Epoch [142][2060/2147] lr: 8.411e-02, eta: 4 days, 17:18:20, time: 1.456, data_time: 0.014, memory: 16628, top1_acc: 0.4000, top5_acc: 0.6531, loss_cls: 2.6735, loss: 2.6735, grad_norm: 2.2915 2021-01-24 20:36:02,872 - mmaction - INFO - Epoch [142][2080/2147] lr: 8.411e-02, eta: 4 days, 17:17:43, time: 1.460, data_time: 0.005, memory: 16628, top1_acc: 0.4125, top5_acc: 0.6469, loss_cls: 2.6895, loss: 2.6895, grad_norm: 2.2700 2021-01-24 20:36:34,514 - mmaction - INFO - Epoch [142][2100/2147] lr: 8.411e-02, eta: 4 days, 17:17:08, time: 1.584, data_time: 0.005, memory: 16628, top1_acc: 0.4009, top5_acc: 0.6549, loss_cls: 2.6856, loss: 2.6856, grad_norm: 2.3006 2021-01-24 20:37:09,582 - mmaction - INFO - Epoch [142][2120/2147] lr: 8.411e-02, eta: 4 days, 17:16:37, time: 1.753, data_time: 0.001, memory: 16628, top1_acc: 0.3879, top5_acc: 0.6562, loss_cls: 2.6977, loss: 2.6977, grad_norm: 2.3190 2021-01-24 20:37:38,493 - mmaction - INFO - Epoch [142][2140/2147] lr: 8.411e-02, eta: 4 days, 17:16:00, time: 1.445, data_time: 0.004, memory: 16628, top1_acc: 0.4085, top5_acc: 0.6549, loss_cls: 2.6868, loss: 2.6868, grad_norm: 2.2937 2021-01-24 20:43:59,283 - mmaction - INFO - Epoch [143][20/2147] lr: 8.290e-02, eta: 4 days, 17:19:18, time: 17.394, data_time: 15.718, memory: 16628, top1_acc: 0.4228, top5_acc: 0.6696, loss_cls: 2.6240, loss: 2.6240, grad_norm: 2.2480 2021-01-24 20:44:29,808 - mmaction - INFO - Epoch [143][40/2147] lr: 8.290e-02, eta: 4 days, 17:18:42, time: 1.541, data_time: 0.027, memory: 16628, top1_acc: 0.4098, top5_acc: 0.6585, loss_cls: 2.6229, loss: 2.6229, grad_norm: 2.2499 2021-01-24 20:44:58,398 - mmaction - INFO - Epoch [143][60/2147] lr: 8.290e-02, eta: 4 days, 17:18:05, time: 1.429, data_time: 0.003, memory: 16628, top1_acc: 0.3955, top5_acc: 0.6455, loss_cls: 2.6988, loss: 2.6988, grad_norm: 2.3338 2021-01-24 20:45:29,235 - mmaction - INFO - Epoch [143][80/2147] lr: 8.290e-02, eta: 4 days, 17:17:30, time: 1.540, data_time: 0.005, memory: 16628, top1_acc: 0.4103, top5_acc: 0.6536, loss_cls: 2.6243, loss: 2.6243, grad_norm: 2.2310 2021-01-24 20:46:01,908 - mmaction - INFO - Epoch [143][100/2147] lr: 8.290e-02, eta: 4 days, 17:16:56, time: 1.633, data_time: 0.007, memory: 16628, top1_acc: 0.4112, top5_acc: 0.6701, loss_cls: 2.6314, loss: 2.6314, grad_norm: 2.2670 2021-01-24 20:46:30,937 - mmaction - INFO - Epoch [143][120/2147] lr: 8.290e-02, eta: 4 days, 17:16:19, time: 1.452, data_time: 0.006, memory: 16628, top1_acc: 0.4250, top5_acc: 0.6705, loss_cls: 2.5546, loss: 2.5546, grad_norm: 2.2979 2021-01-24 20:47:12,238 - mmaction - INFO - Epoch [143][140/2147] lr: 8.290e-02, eta: 4 days, 17:15:52, time: 2.066, data_time: 0.006, memory: 16628, top1_acc: 0.4094, top5_acc: 0.6576, loss_cls: 2.6272, loss: 2.6272, grad_norm: 2.3323 2021-01-24 20:47:42,416 - mmaction - INFO - Epoch [143][160/2147] lr: 8.290e-02, eta: 4 days, 17:15:16, time: 1.509, data_time: 0.010, memory: 16628, top1_acc: 0.4098, top5_acc: 0.6571, loss_cls: 2.6429, loss: 2.6429, grad_norm: 2.3063 2021-01-24 20:48:12,758 - mmaction - INFO - Epoch [143][180/2147] lr: 8.290e-02, eta: 4 days, 17:14:41, time: 1.515, data_time: 0.005, memory: 16628, top1_acc: 0.3862, top5_acc: 0.6330, loss_cls: 2.7536, loss: 2.7536, grad_norm: 2.3322 2021-01-24 20:48:41,776 - mmaction - INFO - Epoch [143][200/2147] lr: 8.290e-02, eta: 4 days, 17:14:04, time: 1.454, data_time: 0.009, memory: 16628, top1_acc: 0.3951, top5_acc: 0.6621, loss_cls: 2.6564, loss: 2.6564, grad_norm: 2.2987 2021-01-24 20:49:11,070 - mmaction - INFO - Epoch [143][220/2147] lr: 8.290e-02, eta: 4 days, 17:13:27, time: 1.461, data_time: 0.002, memory: 16628, top1_acc: 0.3991, top5_acc: 0.6598, loss_cls: 2.6514, loss: 2.6514, grad_norm: 2.2662 2021-01-24 20:49:40,369 - mmaction - INFO - Epoch [143][240/2147] lr: 8.290e-02, eta: 4 days, 17:12:51, time: 1.467, data_time: 0.008, memory: 16628, top1_acc: 0.4156, top5_acc: 0.6674, loss_cls: 2.6100, loss: 2.6100, grad_norm: 2.2478 2021-01-24 20:50:11,495 - mmaction - INFO - Epoch [143][260/2147] lr: 8.290e-02, eta: 4 days, 17:12:16, time: 1.554, data_time: 0.006, memory: 16628, top1_acc: 0.4192, top5_acc: 0.6652, loss_cls: 2.5712, loss: 2.5712, grad_norm: 2.2405 2021-01-24 20:50:40,416 - mmaction - INFO - Epoch [143][280/2147] lr: 8.290e-02, eta: 4 days, 17:11:39, time: 1.449, data_time: 0.006, memory: 16628, top1_acc: 0.4067, top5_acc: 0.6491, loss_cls: 2.7017, loss: 2.7017, grad_norm: 2.3093 2021-01-24 20:51:11,010 - mmaction - INFO - Epoch [143][300/2147] lr: 8.290e-02, eta: 4 days, 17:11:03, time: 1.529, data_time: 0.003, memory: 16628, top1_acc: 0.4067, top5_acc: 0.6652, loss_cls: 2.6128, loss: 2.6128, grad_norm: 2.2389 2021-01-24 20:51:45,381 - mmaction - INFO - Epoch [143][320/2147] lr: 8.290e-02, eta: 4 days, 17:10:31, time: 1.719, data_time: 0.008, memory: 16628, top1_acc: 0.3897, top5_acc: 0.6402, loss_cls: 2.7142, loss: 2.7142, grad_norm: 2.3084 2021-01-24 20:52:16,081 - mmaction - INFO - Epoch [143][340/2147] lr: 8.290e-02, eta: 4 days, 17:09:55, time: 1.525, data_time: 0.008, memory: 16628, top1_acc: 0.4179, top5_acc: 0.6603, loss_cls: 2.6123, loss: 2.6123, grad_norm: 2.2438 2021-01-24 20:52:45,408 - mmaction - INFO - Epoch [143][360/2147] lr: 8.290e-02, eta: 4 days, 17:09:19, time: 1.476, data_time: 0.021, memory: 16628, top1_acc: 0.4196, top5_acc: 0.6603, loss_cls: 2.6154, loss: 2.6154, grad_norm: 2.2839 2021-01-24 20:53:14,847 - mmaction - INFO - Epoch [143][380/2147] lr: 8.290e-02, eta: 4 days, 17:08:42, time: 1.474, data_time: 0.007, memory: 16628, top1_acc: 0.4259, top5_acc: 0.6777, loss_cls: 2.5562, loss: 2.5562, grad_norm: 2.2689 2021-01-24 20:53:46,160 - mmaction - INFO - Epoch [143][400/2147] lr: 8.290e-02, eta: 4 days, 17:08:07, time: 1.565, data_time: 0.004, memory: 16628, top1_acc: 0.3857, top5_acc: 0.6384, loss_cls: 2.7147, loss: 2.7147, grad_norm: 2.3255 2021-01-24 20:54:15,758 - mmaction - INFO - Epoch [143][420/2147] lr: 8.290e-02, eta: 4 days, 17:07:31, time: 1.476, data_time: 0.006, memory: 16628, top1_acc: 0.4040, top5_acc: 0.6643, loss_cls: 2.6686, loss: 2.6686, grad_norm: 2.2759 2021-01-24 20:54:46,496 - mmaction - INFO - Epoch [143][440/2147] lr: 8.290e-02, eta: 4 days, 17:06:56, time: 1.541, data_time: 0.014, memory: 16628, top1_acc: 0.4049, top5_acc: 0.6473, loss_cls: 2.6444, loss: 2.6444, grad_norm: 2.2586 2021-01-24 20:55:15,653 - mmaction - INFO - Epoch [143][460/2147] lr: 8.290e-02, eta: 4 days, 17:06:19, time: 1.459, data_time: 0.008, memory: 16628, top1_acc: 0.3964, top5_acc: 0.6473, loss_cls: 2.6899, loss: 2.6899, grad_norm: 2.2803 2021-01-24 20:55:44,939 - mmaction - INFO - Epoch [143][480/2147] lr: 8.290e-02, eta: 4 days, 17:05:42, time: 1.462, data_time: 0.003, memory: 16628, top1_acc: 0.4205, top5_acc: 0.6558, loss_cls: 2.5898, loss: 2.5898, grad_norm: 2.2745 2021-01-24 20:56:13,752 - mmaction - INFO - Epoch [143][500/2147] lr: 8.290e-02, eta: 4 days, 17:05:05, time: 1.442, data_time: 0.006, memory: 16628, top1_acc: 0.4187, top5_acc: 0.6714, loss_cls: 2.6009, loss: 2.6009, grad_norm: 2.2717 2021-01-24 20:56:50,080 - mmaction - INFO - Epoch [143][520/2147] lr: 8.290e-02, eta: 4 days, 17:04:34, time: 1.814, data_time: 0.003, memory: 16628, top1_acc: 0.4290, top5_acc: 0.6746, loss_cls: 2.5600, loss: 2.5600, grad_norm: 2.2475 2021-01-24 20:57:18,801 - mmaction - INFO - Epoch [143][540/2147] lr: 8.290e-02, eta: 4 days, 17:03:57, time: 1.438, data_time: 0.008, memory: 16628, top1_acc: 0.4040, top5_acc: 0.6473, loss_cls: 2.6691, loss: 2.6691, grad_norm: 2.3328 2021-01-24 20:57:50,722 - mmaction - INFO - Epoch [143][560/2147] lr: 8.290e-02, eta: 4 days, 17:03:23, time: 1.596, data_time: 0.004, memory: 16628, top1_acc: 0.3862, top5_acc: 0.6473, loss_cls: 2.7179, loss: 2.7179, grad_norm: 2.3193 2021-01-24 20:58:22,347 - mmaction - INFO - Epoch [143][580/2147] lr: 8.290e-02, eta: 4 days, 17:02:48, time: 1.576, data_time: 0.002, memory: 16628, top1_acc: 0.4183, top5_acc: 0.6491, loss_cls: 2.6913, loss: 2.6913, grad_norm: 2.2558 2021-01-24 20:58:51,720 - mmaction - INFO - Epoch [143][600/2147] lr: 8.290e-02, eta: 4 days, 17:02:12, time: 1.472, data_time: 0.007, memory: 16628, top1_acc: 0.4062, top5_acc: 0.6571, loss_cls: 2.6972, loss: 2.6972, grad_norm: 2.2592 2021-01-24 20:59:22,294 - mmaction - INFO - Epoch [143][620/2147] lr: 8.290e-02, eta: 4 days, 17:01:36, time: 1.531, data_time: 0.005, memory: 16628, top1_acc: 0.4196, top5_acc: 0.6536, loss_cls: 2.6282, loss: 2.6282, grad_norm: 2.2327 2021-01-24 20:59:51,544 - mmaction - INFO - Epoch [143][640/2147] lr: 8.290e-02, eta: 4 days, 17:01:00, time: 1.457, data_time: 0.001, memory: 16628, top1_acc: 0.4076, top5_acc: 0.6531, loss_cls: 2.6667, loss: 2.6667, grad_norm: 2.2199 2021-01-24 21:00:20,874 - mmaction - INFO - Epoch [143][660/2147] lr: 8.290e-02, eta: 4 days, 17:00:23, time: 1.470, data_time: 0.008, memory: 16628, top1_acc: 0.4094, top5_acc: 0.6469, loss_cls: 2.6863, loss: 2.6863, grad_norm: 2.2404 2021-01-24 21:00:49,935 - mmaction - INFO - Epoch [143][680/2147] lr: 8.290e-02, eta: 4 days, 16:59:46, time: 1.453, data_time: 0.006, memory: 16628, top1_acc: 0.4013, top5_acc: 0.6554, loss_cls: 2.6395, loss: 2.6395, grad_norm: 2.3021 2021-01-24 21:01:20,715 - mmaction - INFO - Epoch [143][700/2147] lr: 8.290e-02, eta: 4 days, 16:59:11, time: 1.538, data_time: 0.004, memory: 16628, top1_acc: 0.4174, top5_acc: 0.6589, loss_cls: 2.6636, loss: 2.6636, grad_norm: 2.2942 2021-01-24 21:01:59,850 - mmaction - INFO - Epoch [143][720/2147] lr: 8.290e-02, eta: 4 days, 16:58:42, time: 1.958, data_time: 0.008, memory: 16628, top1_acc: 0.4031, top5_acc: 0.6621, loss_cls: 2.6323, loss: 2.6323, grad_norm: 2.2797 2021-01-24 21:02:32,110 - mmaction - INFO - Epoch [143][740/2147] lr: 8.290e-02, eta: 4 days, 16:58:08, time: 1.608, data_time: 0.004, memory: 16628, top1_acc: 0.4071, top5_acc: 0.6714, loss_cls: 2.6092, loss: 2.6092, grad_norm: 2.2605 2021-01-24 21:03:01,873 - mmaction - INFO - Epoch [143][760/2147] lr: 8.290e-02, eta: 4 days, 16:57:32, time: 1.490, data_time: 0.007, memory: 16628, top1_acc: 0.4071, top5_acc: 0.6652, loss_cls: 2.6274, loss: 2.6274, grad_norm: 2.2984 2021-01-24 21:03:36,883 - mmaction - INFO - Epoch [143][780/2147] lr: 8.290e-02, eta: 4 days, 16:57:00, time: 1.753, data_time: 0.009, memory: 16628, top1_acc: 0.4277, top5_acc: 0.6683, loss_cls: 2.5974, loss: 2.5974, grad_norm: 2.2734 2021-01-24 21:04:08,369 - mmaction - INFO - Epoch [143][800/2147] lr: 8.290e-02, eta: 4 days, 16:56:25, time: 1.570, data_time: 0.012, memory: 16628, top1_acc: 0.4214, top5_acc: 0.6781, loss_cls: 2.5700, loss: 2.5700, grad_norm: 2.3327 2021-01-24 21:04:39,427 - mmaction - INFO - Epoch [143][820/2147] lr: 8.290e-02, eta: 4 days, 16:55:50, time: 1.553, data_time: 0.007, memory: 16628, top1_acc: 0.4058, top5_acc: 0.6549, loss_cls: 2.6817, loss: 2.6817, grad_norm: 2.2842 2021-01-24 21:05:12,651 - mmaction - INFO - Epoch [143][840/2147] lr: 8.290e-02, eta: 4 days, 16:55:17, time: 1.662, data_time: 0.011, memory: 16628, top1_acc: 0.4013, top5_acc: 0.6491, loss_cls: 2.6707, loss: 2.6707, grad_norm: 2.2659 2021-01-24 21:05:44,551 - mmaction - INFO - Epoch [143][860/2147] lr: 8.290e-02, eta: 4 days, 16:54:42, time: 1.595, data_time: 0.007, memory: 16628, top1_acc: 0.3933, top5_acc: 0.6513, loss_cls: 2.6942, loss: 2.6942, grad_norm: 2.3328 2021-01-24 21:06:15,465 - mmaction - INFO - Epoch [143][880/2147] lr: 8.290e-02, eta: 4 days, 16:54:07, time: 1.545, data_time: 0.005, memory: 16628, top1_acc: 0.3991, top5_acc: 0.6554, loss_cls: 2.7032, loss: 2.7032, grad_norm: 2.3646 2021-01-24 21:06:49,847 - mmaction - INFO - Epoch [143][900/2147] lr: 8.290e-02, eta: 4 days, 16:53:34, time: 1.720, data_time: 0.005, memory: 16628, top1_acc: 0.4107, top5_acc: 0.6571, loss_cls: 2.6544, loss: 2.6544, grad_norm: 2.2650 2021-01-24 21:07:19,477 - mmaction - INFO - Epoch [143][920/2147] lr: 8.290e-02, eta: 4 days, 16:52:58, time: 1.482, data_time: 0.012, memory: 16628, top1_acc: 0.4174, top5_acc: 0.6571, loss_cls: 2.6165, loss: 2.6165, grad_norm: 2.2690 2021-01-24 21:07:49,765 - mmaction - INFO - Epoch [143][940/2147] lr: 8.290e-02, eta: 4 days, 16:52:22, time: 1.515, data_time: 0.009, memory: 16628, top1_acc: 0.4103, top5_acc: 0.6446, loss_cls: 2.6941, loss: 2.6941, grad_norm: 2.2981 2021-01-24 21:08:19,750 - mmaction - INFO - Epoch [143][960/2147] lr: 8.290e-02, eta: 4 days, 16:51:46, time: 1.494, data_time: 0.006, memory: 16628, top1_acc: 0.4000, top5_acc: 0.6469, loss_cls: 2.6881, loss: 2.6881, grad_norm: 2.2818 2021-01-24 21:08:49,625 - mmaction - INFO - Epoch [143][980/2147] lr: 8.290e-02, eta: 4 days, 16:51:10, time: 1.499, data_time: 0.010, memory: 16628, top1_acc: 0.3879, top5_acc: 0.6522, loss_cls: 2.6985, loss: 2.6985, grad_norm: 2.3010 2021-01-24 21:09:18,574 - mmaction - INFO - Epoch [143][1000/2147] lr: 8.290e-02, eta: 4 days, 16:50:33, time: 1.450, data_time: 0.008, memory: 16628, top1_acc: 0.4134, top5_acc: 0.6549, loss_cls: 2.6192, loss: 2.6192, grad_norm: 2.2505 2021-01-24 21:09:47,571 - mmaction - INFO - Epoch [143][1020/2147] lr: 8.290e-02, eta: 4 days, 16:49:57, time: 1.445, data_time: 0.001, memory: 16628, top1_acc: 0.4018, top5_acc: 0.6478, loss_cls: 2.7134, loss: 2.7134, grad_norm: 2.2728 2021-01-24 21:10:19,930 - mmaction - INFO - Epoch [143][1040/2147] lr: 8.290e-02, eta: 4 days, 16:49:22, time: 1.619, data_time: 0.012, memory: 16628, top1_acc: 0.4205, top5_acc: 0.6594, loss_cls: 2.5920, loss: 2.5920, grad_norm: 2.2200 2021-01-24 21:10:49,191 - mmaction - INFO - Epoch [143][1060/2147] lr: 8.290e-02, eta: 4 days, 16:48:46, time: 1.468, data_time: 0.009, memory: 16628, top1_acc: 0.4018, top5_acc: 0.6625, loss_cls: 2.6373, loss: 2.6373, grad_norm: 2.2733 2021-01-24 21:11:17,976 - mmaction - INFO - Epoch [143][1080/2147] lr: 8.290e-02, eta: 4 days, 16:48:09, time: 1.438, data_time: 0.002, memory: 16628, top1_acc: 0.4277, top5_acc: 0.6750, loss_cls: 2.5553, loss: 2.5553, grad_norm: 2.2529 2021-01-24 21:11:54,598 - mmaction - INFO - Epoch [143][1100/2147] lr: 8.290e-02, eta: 4 days, 16:47:38, time: 1.794, data_time: 0.002, memory: 16628, top1_acc: 0.3996, top5_acc: 0.6616, loss_cls: 2.6569, loss: 2.6569, grad_norm: 2.3289 2021-01-24 21:12:24,979 - mmaction - INFO - Epoch [143][1120/2147] lr: 8.290e-02, eta: 4 days, 16:47:03, time: 1.555, data_time: 0.046, memory: 16628, top1_acc: 0.4071, top5_acc: 0.6629, loss_cls: 2.6667, loss: 2.6667, grad_norm: 2.3034 2021-01-24 21:13:02,027 - mmaction - INFO - Epoch [143][1140/2147] lr: 8.290e-02, eta: 4 days, 16:46:32, time: 1.852, data_time: 0.003, memory: 16628, top1_acc: 0.4054, top5_acc: 0.6674, loss_cls: 2.6414, loss: 2.6414, grad_norm: 2.3509 2021-01-24 21:13:30,708 - mmaction - INFO - Epoch [143][1160/2147] lr: 8.290e-02, eta: 4 days, 16:45:55, time: 1.435, data_time: 0.004, memory: 16628, top1_acc: 0.4054, top5_acc: 0.6478, loss_cls: 2.7147, loss: 2.7147, grad_norm: 2.3390 2021-01-24 21:14:03,406 - mmaction - INFO - Epoch [143][1180/2147] lr: 8.290e-02, eta: 4 days, 16:45:21, time: 1.631, data_time: 0.008, memory: 16628, top1_acc: 0.4013, top5_acc: 0.6536, loss_cls: 2.6732, loss: 2.6732, grad_norm: 2.3479 2021-01-24 21:14:34,457 - mmaction - INFO - Epoch [143][1200/2147] lr: 8.290e-02, eta: 4 days, 16:44:46, time: 1.554, data_time: 0.008, memory: 16628, top1_acc: 0.4103, top5_acc: 0.6558, loss_cls: 2.6726, loss: 2.6726, grad_norm: 2.2875 2021-01-24 21:15:06,903 - mmaction - INFO - Epoch [143][1220/2147] lr: 8.290e-02, eta: 4 days, 16:44:12, time: 1.621, data_time: 0.013, memory: 16628, top1_acc: 0.4210, top5_acc: 0.6705, loss_cls: 2.6007, loss: 2.6007, grad_norm: 2.2370 2021-01-24 21:15:37,513 - mmaction - INFO - Epoch [143][1240/2147] lr: 8.290e-02, eta: 4 days, 16:43:37, time: 1.534, data_time: 0.014, memory: 16628, top1_acc: 0.4174, top5_acc: 0.6571, loss_cls: 2.6289, loss: 2.6289, grad_norm: 2.2779 2021-01-24 21:16:08,676 - mmaction - INFO - Epoch [143][1260/2147] lr: 8.290e-02, eta: 4 days, 16:43:02, time: 1.556, data_time: 0.003, memory: 16628, top1_acc: 0.3978, top5_acc: 0.6442, loss_cls: 2.7021, loss: 2.7021, grad_norm: 2.2462 2021-01-24 21:16:39,555 - mmaction - INFO - Epoch [143][1280/2147] lr: 8.290e-02, eta: 4 days, 16:42:26, time: 1.547, data_time: 0.007, memory: 16628, top1_acc: 0.4152, top5_acc: 0.6625, loss_cls: 2.6101, loss: 2.6101, grad_norm: 2.2097 2021-01-24 21:17:10,465 - mmaction - INFO - Epoch [143][1300/2147] lr: 8.290e-02, eta: 4 days, 16:41:51, time: 1.545, data_time: 0.018, memory: 16628, top1_acc: 0.3946, top5_acc: 0.6460, loss_cls: 2.7087, loss: 2.7087, grad_norm: 2.3027 2021-01-24 21:17:39,456 - mmaction - INFO - Epoch [143][1320/2147] lr: 8.290e-02, eta: 4 days, 16:41:14, time: 1.448, data_time: 0.005, memory: 16628, top1_acc: 0.3857, top5_acc: 0.6464, loss_cls: 2.7085, loss: 2.7085, grad_norm: 2.2925 2021-01-24 21:18:08,789 - mmaction - INFO - Epoch [143][1340/2147] lr: 8.290e-02, eta: 4 days, 16:40:38, time: 1.469, data_time: 0.013, memory: 16628, top1_acc: 0.3875, top5_acc: 0.6437, loss_cls: 2.7091, loss: 2.7091, grad_norm: 2.3095 2021-01-24 21:18:40,074 - mmaction - INFO - Epoch [143][1360/2147] lr: 8.290e-02, eta: 4 days, 16:40:03, time: 1.562, data_time: 0.004, memory: 16628, top1_acc: 0.3924, top5_acc: 0.6451, loss_cls: 2.7065, loss: 2.7065, grad_norm: 2.2939 2021-01-24 21:19:08,567 - mmaction - INFO - Epoch [143][1380/2147] lr: 8.290e-02, eta: 4 days, 16:39:26, time: 1.425, data_time: 0.004, memory: 16628, top1_acc: 0.4089, top5_acc: 0.6469, loss_cls: 2.6899, loss: 2.6899, grad_norm: 2.2446 2021-01-24 21:19:38,841 - mmaction - INFO - Epoch [143][1400/2147] lr: 8.290e-02, eta: 4 days, 16:38:50, time: 1.515, data_time: 0.004, memory: 16628, top1_acc: 0.3969, top5_acc: 0.6509, loss_cls: 2.7319, loss: 2.7319, grad_norm: 2.2798 2021-01-24 21:20:07,754 - mmaction - INFO - Epoch [143][1420/2147] lr: 8.290e-02, eta: 4 days, 16:38:13, time: 1.444, data_time: 0.003, memory: 16628, top1_acc: 0.4049, top5_acc: 0.6607, loss_cls: 2.6172, loss: 2.6172, grad_norm: 2.2792 2021-01-24 21:20:37,447 - mmaction - INFO - Epoch [143][1440/2147] lr: 8.290e-02, eta: 4 days, 16:37:37, time: 1.486, data_time: 0.010, memory: 16628, top1_acc: 0.3946, top5_acc: 0.6469, loss_cls: 2.6912, loss: 2.6912, grad_norm: 2.3059 2021-01-24 21:21:09,055 - mmaction - INFO - Epoch [143][1460/2147] lr: 8.290e-02, eta: 4 days, 16:37:02, time: 1.579, data_time: 0.003, memory: 16628, top1_acc: 0.4143, top5_acc: 0.6701, loss_cls: 2.6147, loss: 2.6147, grad_norm: 2.2838 2021-01-24 21:21:43,358 - mmaction - INFO - Epoch [143][1480/2147] lr: 8.290e-02, eta: 4 days, 16:36:30, time: 1.717, data_time: 0.007, memory: 16628, top1_acc: 0.4112, top5_acc: 0.6728, loss_cls: 2.6113, loss: 2.6113, grad_norm: 2.2855 2021-01-24 21:22:11,978 - mmaction - INFO - Epoch [143][1500/2147] lr: 8.290e-02, eta: 4 days, 16:35:53, time: 1.431, data_time: 0.001, memory: 16628, top1_acc: 0.4170, top5_acc: 0.6576, loss_cls: 2.6508, loss: 2.6508, grad_norm: 2.2770 2021-01-24 21:22:41,643 - mmaction - INFO - Epoch [143][1520/2147] lr: 8.290e-02, eta: 4 days, 16:35:16, time: 1.483, data_time: 0.003, memory: 16628, top1_acc: 0.3951, top5_acc: 0.6424, loss_cls: 2.7266, loss: 2.7266, grad_norm: 2.2951 2021-01-24 21:23:11,723 - mmaction - INFO - Epoch [143][1540/2147] lr: 8.290e-02, eta: 4 days, 16:34:40, time: 1.502, data_time: 0.003, memory: 16628, top1_acc: 0.4076, top5_acc: 0.6705, loss_cls: 2.5931, loss: 2.5931, grad_norm: 2.2542 2021-01-24 21:23:44,239 - mmaction - INFO - Epoch [143][1560/2147] lr: 8.290e-02, eta: 4 days, 16:34:06, time: 1.609, data_time: 0.003, memory: 16628, top1_acc: 0.4179, top5_acc: 0.6674, loss_cls: 2.5639, loss: 2.5639, grad_norm: 2.3031 2021-01-24 21:24:15,813 - mmaction - INFO - Epoch [143][1580/2147] lr: 8.290e-02, eta: 4 days, 16:33:32, time: 1.590, data_time: 0.021, memory: 16628, top1_acc: 0.4125, top5_acc: 0.6683, loss_cls: 2.6089, loss: 2.6089, grad_norm: 2.3302 2021-01-24 21:24:49,722 - mmaction - INFO - Epoch [143][1600/2147] lr: 8.290e-02, eta: 4 days, 16:32:59, time: 1.697, data_time: 0.010, memory: 16628, top1_acc: 0.3924, top5_acc: 0.6455, loss_cls: 2.7134, loss: 2.7134, grad_norm: 2.3146 2021-01-24 21:25:20,164 - mmaction - INFO - Epoch [143][1620/2147] lr: 8.290e-02, eta: 4 days, 16:32:23, time: 1.526, data_time: 0.009, memory: 16628, top1_acc: 0.3813, top5_acc: 0.6393, loss_cls: 2.7325, loss: 2.7325, grad_norm: 2.3325 2021-01-24 21:25:52,587 - mmaction - INFO - Epoch [143][1640/2147] lr: 8.290e-02, eta: 4 days, 16:31:49, time: 1.619, data_time: 0.002, memory: 16628, top1_acc: 0.4147, top5_acc: 0.6683, loss_cls: 2.5803, loss: 2.5803, grad_norm: 2.2696 2021-01-24 21:26:23,152 - mmaction - INFO - Epoch [143][1660/2147] lr: 8.290e-02, eta: 4 days, 16:31:14, time: 1.529, data_time: 0.010, memory: 16628, top1_acc: 0.4022, top5_acc: 0.6545, loss_cls: 2.6691, loss: 2.6691, grad_norm: 2.3096 2021-01-24 21:26:56,527 - mmaction - INFO - Epoch [143][1680/2147] lr: 8.290e-02, eta: 4 days, 16:30:40, time: 1.668, data_time: 0.008, memory: 16628, top1_acc: 0.4188, top5_acc: 0.6710, loss_cls: 2.6051, loss: 2.6051, grad_norm: 2.2539 2021-01-24 21:27:26,406 - mmaction - INFO - Epoch [143][1700/2147] lr: 8.290e-02, eta: 4 days, 16:30:04, time: 1.494, data_time: 0.013, memory: 16628, top1_acc: 0.3964, top5_acc: 0.6415, loss_cls: 2.7315, loss: 2.7315, grad_norm: 2.3253 2021-01-24 21:27:56,003 - mmaction - INFO - Epoch [143][1720/2147] lr: 8.290e-02, eta: 4 days, 16:29:28, time: 1.482, data_time: 0.006, memory: 16628, top1_acc: 0.3929, top5_acc: 0.6478, loss_cls: 2.6846, loss: 2.6846, grad_norm: 2.2935 2021-01-24 21:28:24,584 - mmaction - INFO - Epoch [143][1740/2147] lr: 8.290e-02, eta: 4 days, 16:28:51, time: 1.428, data_time: 0.006, memory: 16628, top1_acc: 0.4027, top5_acc: 0.6549, loss_cls: 2.6738, loss: 2.6738, grad_norm: 2.2913 2021-01-24 21:28:54,365 - mmaction - INFO - Epoch [143][1760/2147] lr: 8.290e-02, eta: 4 days, 16:28:15, time: 1.486, data_time: 0.004, memory: 16628, top1_acc: 0.4094, top5_acc: 0.6661, loss_cls: 2.6219, loss: 2.6219, grad_norm: 2.3254 2021-01-24 21:29:23,984 - mmaction - INFO - Epoch [143][1780/2147] lr: 8.290e-02, eta: 4 days, 16:27:39, time: 1.485, data_time: 0.010, memory: 16628, top1_acc: 0.4205, top5_acc: 0.6759, loss_cls: 2.5952, loss: 2.5952, grad_norm: 2.2643 2021-01-24 21:29:57,360 - mmaction - INFO - Epoch [143][1800/2147] lr: 8.290e-02, eta: 4 days, 16:27:05, time: 1.669, data_time: 0.012, memory: 16628, top1_acc: 0.3750, top5_acc: 0.6500, loss_cls: 2.7326, loss: 2.7326, grad_norm: 2.3219 2021-01-24 21:30:26,445 - mmaction - INFO - Epoch [143][1820/2147] lr: 8.290e-02, eta: 4 days, 16:26:29, time: 1.455, data_time: 0.003, memory: 16628, top1_acc: 0.4013, top5_acc: 0.6464, loss_cls: 2.6746, loss: 2.6746, grad_norm: 2.2784 2021-01-24 21:30:55,778 - mmaction - INFO - Epoch [143][1840/2147] lr: 8.290e-02, eta: 4 days, 16:25:52, time: 1.464, data_time: 0.003, memory: 16628, top1_acc: 0.4250, top5_acc: 0.6763, loss_cls: 2.5872, loss: 2.5872, grad_norm: 2.2562 2021-01-24 21:31:26,809 - mmaction - INFO - Epoch [143][1860/2147] lr: 8.290e-02, eta: 4 days, 16:25:17, time: 1.553, data_time: 0.005, memory: 16628, top1_acc: 0.4067, top5_acc: 0.6571, loss_cls: 2.6306, loss: 2.6306, grad_norm: 2.2419 2021-01-24 21:31:55,631 - mmaction - INFO - Epoch [143][1880/2147] lr: 8.290e-02, eta: 4 days, 16:24:40, time: 1.441, data_time: 0.003, memory: 16628, top1_acc: 0.4018, top5_acc: 0.6647, loss_cls: 2.6676, loss: 2.6676, grad_norm: 2.3240 2021-01-24 21:32:24,383 - mmaction - INFO - Epoch [143][1900/2147] lr: 8.290e-02, eta: 4 days, 16:24:03, time: 1.438, data_time: 0.003, memory: 16628, top1_acc: 0.3978, top5_acc: 0.6527, loss_cls: 2.6906, loss: 2.6906, grad_norm: 2.3040 2021-01-24 21:32:54,176 - mmaction - INFO - Epoch [143][1920/2147] lr: 8.290e-02, eta: 4 days, 16:23:27, time: 1.484, data_time: 0.005, memory: 16628, top1_acc: 0.4103, top5_acc: 0.6634, loss_cls: 2.6150, loss: 2.6150, grad_norm: 2.2488 2021-01-24 21:33:23,182 - mmaction - INFO - Epoch [143][1940/2147] lr: 8.290e-02, eta: 4 days, 16:22:50, time: 1.456, data_time: 0.013, memory: 16628, top1_acc: 0.3817, top5_acc: 0.6446, loss_cls: 2.7121, loss: 2.7121, grad_norm: 2.2842 2021-01-24 21:33:51,866 - mmaction - INFO - Epoch [143][1960/2147] lr: 8.290e-02, eta: 4 days, 16:22:13, time: 1.433, data_time: 0.003, memory: 16628, top1_acc: 0.4192, top5_acc: 0.6585, loss_cls: 2.6046, loss: 2.6046, grad_norm: 2.2630 2021-01-24 21:34:24,723 - mmaction - INFO - Epoch [143][1980/2147] lr: 8.290e-02, eta: 4 days, 16:21:40, time: 1.642, data_time: 0.003, memory: 16628, top1_acc: 0.3902, top5_acc: 0.6540, loss_cls: 2.6945, loss: 2.6945, grad_norm: 2.2876 2021-01-24 21:34:57,557 - mmaction - INFO - Epoch [143][2000/2147] lr: 8.290e-02, eta: 4 days, 16:21:06, time: 1.644, data_time: 0.012, memory: 16628, top1_acc: 0.4062, top5_acc: 0.6496, loss_cls: 2.7061, loss: 2.7061, grad_norm: 2.3078 2021-01-24 21:35:27,115 - mmaction - INFO - Epoch [143][2020/2147] lr: 8.290e-02, eta: 4 days, 16:20:30, time: 1.476, data_time: 0.002, memory: 16628, top1_acc: 0.3951, top5_acc: 0.6384, loss_cls: 2.7419, loss: 2.7419, grad_norm: 2.2855 2021-01-24 21:35:56,911 - mmaction - INFO - Epoch [143][2040/2147] lr: 8.290e-02, eta: 4 days, 16:19:54, time: 1.493, data_time: 0.010, memory: 16628, top1_acc: 0.4121, top5_acc: 0.6549, loss_cls: 2.6515, loss: 2.6515, grad_norm: 2.2583 2021-01-24 21:36:27,022 - mmaction - INFO - Epoch [143][2060/2147] lr: 8.290e-02, eta: 4 days, 16:19:18, time: 1.504, data_time: 0.005, memory: 16628, top1_acc: 0.3844, top5_acc: 0.6562, loss_cls: 2.7264, loss: 2.7264, grad_norm: 2.3287 2021-01-24 21:36:58,789 - mmaction - INFO - Epoch [143][2080/2147] lr: 8.290e-02, eta: 4 days, 16:18:43, time: 1.587, data_time: 0.017, memory: 16628, top1_acc: 0.3915, top5_acc: 0.6518, loss_cls: 2.6892, loss: 2.6892, grad_norm: 2.2809 2021-01-24 21:37:29,638 - mmaction - INFO - Epoch [143][2100/2147] lr: 8.290e-02, eta: 4 days, 16:18:08, time: 1.544, data_time: 0.010, memory: 16628, top1_acc: 0.4107, top5_acc: 0.6621, loss_cls: 2.6078, loss: 2.6078, grad_norm: 2.3062 2021-01-24 21:37:59,335 - mmaction - INFO - Epoch [143][2120/2147] lr: 8.290e-02, eta: 4 days, 16:17:32, time: 1.482, data_time: 0.003, memory: 16628, top1_acc: 0.4004, top5_acc: 0.6464, loss_cls: 2.6795, loss: 2.6795, grad_norm: 2.3149 2021-01-24 21:38:28,676 - mmaction - INFO - Epoch [143][2140/2147] lr: 8.290e-02, eta: 4 days, 16:16:55, time: 1.467, data_time: 0.009, memory: 16628, top1_acc: 0.4107, top5_acc: 0.6634, loss_cls: 2.6270, loss: 2.6270, grad_norm: 2.2597 2021-01-24 21:45:00,443 - mmaction - INFO - Epoch [144][20/2147] lr: 8.170e-02, eta: 4 days, 16:20:20, time: 18.061, data_time: 16.237, memory: 16628, top1_acc: 0.3955, top5_acc: 0.6527, loss_cls: 2.6853, loss: 2.6853, grad_norm: 2.3553 2021-01-24 21:45:29,654 - mmaction - INFO - Epoch [144][40/2147] lr: 8.170e-02, eta: 4 days, 16:19:43, time: 1.459, data_time: 0.017, memory: 16628, top1_acc: 0.4156, top5_acc: 0.6750, loss_cls: 2.5477, loss: 2.5477, grad_norm: 2.2456 2021-01-24 21:46:00,789 - mmaction - INFO - Epoch [144][60/2147] lr: 8.170e-02, eta: 4 days, 16:19:08, time: 1.556, data_time: 0.004, memory: 16628, top1_acc: 0.4103, top5_acc: 0.6670, loss_cls: 2.6634, loss: 2.6634, grad_norm: 2.2911 2021-01-24 21:46:31,558 - mmaction - INFO - Epoch [144][80/2147] lr: 8.170e-02, eta: 4 days, 16:18:33, time: 1.541, data_time: 0.010, memory: 16628, top1_acc: 0.4161, top5_acc: 0.6687, loss_cls: 2.6156, loss: 2.6156, grad_norm: 2.3119 2021-01-24 21:47:14,059 - mmaction - INFO - Epoch [144][100/2147] lr: 8.170e-02, eta: 4 days, 16:18:07, time: 2.124, data_time: 0.101, memory: 16628, top1_acc: 0.4321, top5_acc: 0.6647, loss_cls: 2.5670, loss: 2.5670, grad_norm: 2.2688 2021-01-24 21:47:44,812 - mmaction - INFO - Epoch [144][120/2147] lr: 8.170e-02, eta: 4 days, 16:17:31, time: 1.538, data_time: 0.012, memory: 16628, top1_acc: 0.4170, top5_acc: 0.6679, loss_cls: 2.5933, loss: 2.5933, grad_norm: 2.2884 2021-01-24 21:48:14,265 - mmaction - INFO - Epoch [144][140/2147] lr: 8.170e-02, eta: 4 days, 16:16:55, time: 1.470, data_time: 0.007, memory: 16628, top1_acc: 0.4116, top5_acc: 0.6621, loss_cls: 2.6418, loss: 2.6418, grad_norm: 2.2786 2021-01-24 21:48:47,094 - mmaction - INFO - Epoch [144][160/2147] lr: 8.170e-02, eta: 4 days, 16:16:21, time: 1.646, data_time: 0.008, memory: 16628, top1_acc: 0.4129, top5_acc: 0.6723, loss_cls: 2.5907, loss: 2.5907, grad_norm: 2.2578 2021-01-24 21:49:20,999 - mmaction - INFO - Epoch [144][180/2147] lr: 8.170e-02, eta: 4 days, 16:15:48, time: 1.690, data_time: 0.003, memory: 16628, top1_acc: 0.4161, top5_acc: 0.6750, loss_cls: 2.5744, loss: 2.5744, grad_norm: 2.3664 2021-01-24 21:49:49,895 - mmaction - INFO - Epoch [144][200/2147] lr: 8.170e-02, eta: 4 days, 16:15:12, time: 1.450, data_time: 0.008, memory: 16628, top1_acc: 0.4071, top5_acc: 0.6625, loss_cls: 2.6278, loss: 2.6278, grad_norm: 2.2661 2021-01-24 21:50:18,941 - mmaction - INFO - Epoch [144][220/2147] lr: 8.170e-02, eta: 4 days, 16:14:35, time: 1.444, data_time: 0.004, memory: 16628, top1_acc: 0.4067, top5_acc: 0.6589, loss_cls: 2.6279, loss: 2.6279, grad_norm: 2.3324 2021-01-24 21:50:48,846 - mmaction - INFO - Epoch [144][240/2147] lr: 8.170e-02, eta: 4 days, 16:13:59, time: 1.500, data_time: 0.009, memory: 16628, top1_acc: 0.3924, top5_acc: 0.6621, loss_cls: 2.7074, loss: 2.7074, grad_norm: 2.3579 2021-01-24 21:51:18,558 - mmaction - INFO - Epoch [144][260/2147] lr: 8.170e-02, eta: 4 days, 16:13:22, time: 1.485, data_time: 0.007, memory: 16628, top1_acc: 0.4094, top5_acc: 0.6674, loss_cls: 2.6224, loss: 2.6224, grad_norm: 2.2467 2021-01-24 21:51:56,550 - mmaction - INFO - Epoch [144][280/2147] lr: 8.170e-02, eta: 4 days, 16:12:53, time: 1.887, data_time: 0.006, memory: 16628, top1_acc: 0.4192, top5_acc: 0.6728, loss_cls: 2.5563, loss: 2.5563, grad_norm: 2.2543 2021-01-24 21:52:25,389 - mmaction - INFO - Epoch [144][300/2147] lr: 8.170e-02, eta: 4 days, 16:12:16, time: 1.456, data_time: 0.019, memory: 16628, top1_acc: 0.4098, top5_acc: 0.6763, loss_cls: 2.5941, loss: 2.5941, grad_norm: 2.2921 2021-01-24 21:52:54,894 - mmaction - INFO - Epoch [144][320/2147] lr: 8.170e-02, eta: 4 days, 16:11:40, time: 1.477, data_time: 0.003, memory: 16628, top1_acc: 0.4174, top5_acc: 0.6687, loss_cls: 2.5843, loss: 2.5843, grad_norm: 2.2580 2021-01-24 21:53:23,806 - mmaction - INFO - Epoch [144][340/2147] lr: 8.170e-02, eta: 4 days, 16:11:03, time: 1.446, data_time: 0.005, memory: 16628, top1_acc: 0.4112, top5_acc: 0.6571, loss_cls: 2.6441, loss: 2.6441, grad_norm: 2.3058 2021-01-24 21:53:53,130 - mmaction - INFO - Epoch [144][360/2147] lr: 8.170e-02, eta: 4 days, 16:10:26, time: 1.462, data_time: 0.005, memory: 16628, top1_acc: 0.4054, top5_acc: 0.6540, loss_cls: 2.6570, loss: 2.6570, grad_norm: 2.2773 2021-01-24 21:54:24,098 - mmaction - INFO - Epoch [144][380/2147] lr: 8.170e-02, eta: 4 days, 16:09:51, time: 1.542, data_time: 0.016, memory: 16628, top1_acc: 0.4143, top5_acc: 0.6661, loss_cls: 2.6358, loss: 2.6358, grad_norm: 2.3066 2021-01-24 21:54:56,149 - mmaction - INFO - Epoch [144][400/2147] lr: 8.170e-02, eta: 4 days, 16:09:17, time: 1.611, data_time: 0.019, memory: 16628, top1_acc: 0.4071, top5_acc: 0.6500, loss_cls: 2.6726, loss: 2.6726, grad_norm: 2.2761 2021-01-24 21:55:25,984 - mmaction - INFO - Epoch [144][420/2147] lr: 8.170e-02, eta: 4 days, 16:08:41, time: 1.489, data_time: 0.008, memory: 16628, top1_acc: 0.4076, top5_acc: 0.6482, loss_cls: 2.6577, loss: 2.6577, grad_norm: 2.2674 2021-01-24 21:55:55,114 - mmaction - INFO - Epoch [144][440/2147] lr: 8.170e-02, eta: 4 days, 16:08:04, time: 1.457, data_time: 0.010, memory: 16628, top1_acc: 0.4036, top5_acc: 0.6317, loss_cls: 2.7342, loss: 2.7342, grad_norm: 2.2836 2021-01-24 21:56:24,608 - mmaction - INFO - Epoch [144][460/2147] lr: 8.170e-02, eta: 4 days, 16:07:28, time: 1.478, data_time: 0.012, memory: 16628, top1_acc: 0.4134, top5_acc: 0.6598, loss_cls: 2.6107, loss: 2.6107, grad_norm: 2.2825 2021-01-24 21:56:54,014 - mmaction - INFO - Epoch [144][480/2147] lr: 8.170e-02, eta: 4 days, 16:06:51, time: 1.470, data_time: 0.021, memory: 16628, top1_acc: 0.4004, top5_acc: 0.6594, loss_cls: 2.6355, loss: 2.6355, grad_norm: 2.3246 2021-01-24 21:57:23,473 - mmaction - INFO - Epoch [144][500/2147] lr: 8.170e-02, eta: 4 days, 16:06:15, time: 1.474, data_time: 0.006, memory: 16628, top1_acc: 0.4156, top5_acc: 0.6741, loss_cls: 2.5924, loss: 2.5924, grad_norm: 2.3067 2021-01-24 21:57:54,259 - mmaction - INFO - Epoch [144][520/2147] lr: 8.170e-02, eta: 4 days, 16:05:39, time: 1.535, data_time: 0.007, memory: 16628, top1_acc: 0.4080, top5_acc: 0.6625, loss_cls: 2.6416, loss: 2.6416, grad_norm: 2.2606 2021-01-24 21:58:23,448 - mmaction - INFO - Epoch [144][540/2147] lr: 8.170e-02, eta: 4 days, 16:05:03, time: 1.465, data_time: 0.011, memory: 16628, top1_acc: 0.4161, top5_acc: 0.6451, loss_cls: 2.6614, loss: 2.6614, grad_norm: 2.2770 2021-01-24 21:58:52,790 - mmaction - INFO - Epoch [144][560/2147] lr: 8.170e-02, eta: 4 days, 16:04:26, time: 1.465, data_time: 0.002, memory: 16628, top1_acc: 0.4103, top5_acc: 0.6603, loss_cls: 2.6371, loss: 2.6371, grad_norm: 2.2584 2021-01-24 21:59:24,140 - mmaction - INFO - Epoch [144][580/2147] lr: 8.170e-02, eta: 4 days, 16:03:51, time: 1.562, data_time: 0.008, memory: 16628, top1_acc: 0.4040, top5_acc: 0.6607, loss_cls: 2.6429, loss: 2.6429, grad_norm: 2.2505 2021-01-24 21:59:54,615 - mmaction - INFO - Epoch [144][600/2147] lr: 8.170e-02, eta: 4 days, 16:03:16, time: 1.526, data_time: 0.013, memory: 16628, top1_acc: 0.4353, top5_acc: 0.6768, loss_cls: 2.5200, loss: 2.5200, grad_norm: 2.2485 2021-01-24 22:00:27,594 - mmaction - INFO - Epoch [144][620/2147] lr: 8.170e-02, eta: 4 days, 16:02:42, time: 1.645, data_time: 0.024, memory: 16628, top1_acc: 0.3862, top5_acc: 0.6397, loss_cls: 2.7465, loss: 2.7465, grad_norm: 2.3418 2021-01-24 22:00:57,030 - mmaction - INFO - Epoch [144][640/2147] lr: 8.170e-02, eta: 4 days, 16:02:06, time: 1.478, data_time: 0.015, memory: 16628, top1_acc: 0.4089, top5_acc: 0.6710, loss_cls: 2.6477, loss: 2.6477, grad_norm: 2.2412 2021-01-24 22:01:26,603 - mmaction - INFO - Epoch [144][660/2147] lr: 8.170e-02, eta: 4 days, 16:01:29, time: 1.474, data_time: 0.013, memory: 16628, top1_acc: 0.4094, top5_acc: 0.6625, loss_cls: 2.6321, loss: 2.6321, grad_norm: 2.2184 2021-01-24 22:01:56,386 - mmaction - INFO - Epoch [144][680/2147] lr: 8.170e-02, eta: 4 days, 16:00:53, time: 1.494, data_time: 0.009, memory: 16628, top1_acc: 0.4112, top5_acc: 0.6589, loss_cls: 2.6379, loss: 2.6379, grad_norm: 2.2774 2021-01-24 22:02:28,312 - mmaction - INFO - Epoch [144][700/2147] lr: 8.170e-02, eta: 4 days, 16:00:19, time: 1.595, data_time: 0.008, memory: 16628, top1_acc: 0.4241, top5_acc: 0.6866, loss_cls: 2.5666, loss: 2.5666, grad_norm: 2.3019 2021-01-24 22:02:57,229 - mmaction - INFO - Epoch [144][720/2147] lr: 8.170e-02, eta: 4 days, 15:59:42, time: 1.448, data_time: 0.005, memory: 16628, top1_acc: 0.4045, top5_acc: 0.6683, loss_cls: 2.6172, loss: 2.6172, grad_norm: 2.3069 2021-01-24 22:03:31,062 - mmaction - INFO - Epoch [144][740/2147] lr: 8.170e-02, eta: 4 days, 15:59:09, time: 1.692, data_time: 0.004, memory: 16628, top1_acc: 0.4129, top5_acc: 0.6629, loss_cls: 2.5965, loss: 2.5965, grad_norm: 2.2847 2021-01-24 22:04:04,483 - mmaction - INFO - Epoch [144][760/2147] lr: 8.170e-02, eta: 4 days, 15:58:36, time: 1.669, data_time: 0.002, memory: 16628, top1_acc: 0.4259, top5_acc: 0.6643, loss_cls: 2.5884, loss: 2.5884, grad_norm: 2.3264 2021-01-24 22:04:34,574 - mmaction - INFO - Epoch [144][780/2147] lr: 8.170e-02, eta: 4 days, 15:58:00, time: 1.507, data_time: 0.008, memory: 16628, top1_acc: 0.4201, top5_acc: 0.6719, loss_cls: 2.5477, loss: 2.5477, grad_norm: 2.3760 2021-01-24 22:05:04,462 - mmaction - INFO - Epoch [144][800/2147] lr: 8.170e-02, eta: 4 days, 15:57:24, time: 1.484, data_time: 0.004, memory: 16628, top1_acc: 0.4004, top5_acc: 0.6509, loss_cls: 2.6962, loss: 2.6962, grad_norm: 2.3398 2021-01-24 22:05:34,665 - mmaction - INFO - Epoch [144][820/2147] lr: 8.170e-02, eta: 4 days, 15:56:48, time: 1.521, data_time: 0.014, memory: 16628, top1_acc: 0.4022, top5_acc: 0.6701, loss_cls: 2.6661, loss: 2.6661, grad_norm: 2.3042 2021-01-24 22:06:04,693 - mmaction - INFO - Epoch [144][840/2147] lr: 8.170e-02, eta: 4 days, 15:56:12, time: 1.487, data_time: 0.006, memory: 16628, top1_acc: 0.4000, top5_acc: 0.6692, loss_cls: 2.6173, loss: 2.6173, grad_norm: 2.2803 2021-01-24 22:06:34,053 - mmaction - INFO - Epoch [144][860/2147] lr: 8.170e-02, eta: 4 days, 15:55:36, time: 1.482, data_time: 0.024, memory: 16628, top1_acc: 0.3875, top5_acc: 0.6460, loss_cls: 2.7040, loss: 2.7040, grad_norm: 2.3037 2021-01-24 22:07:06,462 - mmaction - INFO - Epoch [144][880/2147] lr: 8.170e-02, eta: 4 days, 15:55:02, time: 1.619, data_time: 0.010, memory: 16628, top1_acc: 0.4076, top5_acc: 0.6558, loss_cls: 2.6658, loss: 2.6658, grad_norm: 2.3263 2021-01-24 22:07:38,448 - mmaction - INFO - Epoch [144][900/2147] lr: 8.170e-02, eta: 4 days, 15:54:27, time: 1.598, data_time: 0.005, memory: 16628, top1_acc: 0.4022, top5_acc: 0.6513, loss_cls: 2.7017, loss: 2.7017, grad_norm: 2.2632 2021-01-24 22:08:07,168 - mmaction - INFO - Epoch [144][920/2147] lr: 8.170e-02, eta: 4 days, 15:53:50, time: 1.439, data_time: 0.010, memory: 16628, top1_acc: 0.4022, top5_acc: 0.6527, loss_cls: 2.6484, loss: 2.6484, grad_norm: 2.2501 2021-01-24 22:08:35,987 - mmaction - INFO - Epoch [144][940/2147] lr: 8.170e-02, eta: 4 days, 15:53:13, time: 1.440, data_time: 0.003, memory: 16628, top1_acc: 0.4192, top5_acc: 0.6665, loss_cls: 2.5592, loss: 2.5592, grad_norm: 2.2535 2021-01-24 22:09:09,974 - mmaction - INFO - Epoch [144][960/2147] lr: 8.170e-02, eta: 4 days, 15:52:41, time: 1.700, data_time: 0.005, memory: 16628, top1_acc: 0.4062, top5_acc: 0.6460, loss_cls: 2.7316, loss: 2.7316, grad_norm: 2.3009 2021-01-24 22:09:38,573 - mmaction - INFO - Epoch [144][980/2147] lr: 8.170e-02, eta: 4 days, 15:52:04, time: 1.429, data_time: 0.002, memory: 16628, top1_acc: 0.4179, top5_acc: 0.6621, loss_cls: 2.6178, loss: 2.6178, grad_norm: 2.2885 2021-01-24 22:10:07,955 - mmaction - INFO - Epoch [144][1000/2147] lr: 8.170e-02, eta: 4 days, 15:51:27, time: 1.470, data_time: 0.002, memory: 16628, top1_acc: 0.4067, top5_acc: 0.6634, loss_cls: 2.6190, loss: 2.6190, grad_norm: 2.3017 2021-01-24 22:10:37,428 - mmaction - INFO - Epoch [144][1020/2147] lr: 8.170e-02, eta: 4 days, 15:50:51, time: 1.472, data_time: 0.003, memory: 16628, top1_acc: 0.4121, top5_acc: 0.6482, loss_cls: 2.6784, loss: 2.6784, grad_norm: 2.2743 2021-01-24 22:11:06,140 - mmaction - INFO - Epoch [144][1040/2147] lr: 8.170e-02, eta: 4 days, 15:50:14, time: 1.436, data_time: 0.006, memory: 16628, top1_acc: 0.4085, top5_acc: 0.6536, loss_cls: 2.6979, loss: 2.6979, grad_norm: 2.3089 2021-01-24 22:11:46,457 - mmaction - INFO - Epoch [144][1060/2147] lr: 8.170e-02, eta: 4 days, 15:49:45, time: 1.961, data_time: 0.014, memory: 16628, top1_acc: 0.4098, top5_acc: 0.6536, loss_cls: 2.6878, loss: 2.6878, grad_norm: 2.2193 2021-01-24 22:12:18,657 - mmaction - INFO - Epoch [144][1080/2147] lr: 8.170e-02, eta: 4 days, 15:49:12, time: 1.664, data_time: 0.062, memory: 16628, top1_acc: 0.3969, top5_acc: 0.6500, loss_cls: 2.6617, loss: 2.6617, grad_norm: 2.2456 2021-01-24 22:12:47,290 - mmaction - INFO - Epoch [144][1100/2147] lr: 8.170e-02, eta: 4 days, 15:48:35, time: 1.433, data_time: 0.004, memory: 16628, top1_acc: 0.4045, top5_acc: 0.6598, loss_cls: 2.6568, loss: 2.6568, grad_norm: 2.3102 2021-01-24 22:13:19,554 - mmaction - INFO - Epoch [144][1120/2147] lr: 8.170e-02, eta: 4 days, 15:48:01, time: 1.613, data_time: 0.005, memory: 16628, top1_acc: 0.4004, top5_acc: 0.6728, loss_cls: 2.6603, loss: 2.6603, grad_norm: 2.3331 2021-01-24 22:13:48,610 - mmaction - INFO - Epoch [144][1140/2147] lr: 8.170e-02, eta: 4 days, 15:47:24, time: 1.453, data_time: 0.004, memory: 16628, top1_acc: 0.3875, top5_acc: 0.6558, loss_cls: 2.6613, loss: 2.6613, grad_norm: 2.3097 2021-01-24 22:14:17,374 - mmaction - INFO - Epoch [144][1160/2147] lr: 8.170e-02, eta: 4 days, 15:46:47, time: 1.438, data_time: 0.002, memory: 16628, top1_acc: 0.4228, top5_acc: 0.6768, loss_cls: 2.5846, loss: 2.5846, grad_norm: 2.2449 2021-01-24 22:14:46,077 - mmaction - INFO - Epoch [144][1180/2147] lr: 8.170e-02, eta: 4 days, 15:46:10, time: 1.436, data_time: 0.011, memory: 16628, top1_acc: 0.3871, top5_acc: 0.6397, loss_cls: 2.7835, loss: 2.7835, grad_norm: 2.3271 2021-01-24 22:15:19,688 - mmaction - INFO - Epoch [144][1200/2147] lr: 8.170e-02, eta: 4 days, 15:45:37, time: 1.680, data_time: 0.001, memory: 16628, top1_acc: 0.3964, top5_acc: 0.6500, loss_cls: 2.6489, loss: 2.6489, grad_norm: 2.3182 2021-01-24 22:15:50,229 - mmaction - INFO - Epoch [144][1220/2147] lr: 8.170e-02, eta: 4 days, 15:45:01, time: 1.526, data_time: 0.002, memory: 16628, top1_acc: 0.3996, top5_acc: 0.6612, loss_cls: 2.6453, loss: 2.6453, grad_norm: 2.3218 2021-01-24 22:16:21,806 - mmaction - INFO - Epoch [144][1240/2147] lr: 8.170e-02, eta: 4 days, 15:44:27, time: 1.579, data_time: 0.004, memory: 16628, top1_acc: 0.3906, top5_acc: 0.6415, loss_cls: 2.7384, loss: 2.7384, grad_norm: 2.2537 2021-01-24 22:16:51,136 - mmaction - INFO - Epoch [144][1260/2147] lr: 8.170e-02, eta: 4 days, 15:43:50, time: 1.467, data_time: 0.002, memory: 16628, top1_acc: 0.4174, top5_acc: 0.6589, loss_cls: 2.6405, loss: 2.6405, grad_norm: 2.2579 2021-01-24 22:17:28,815 - mmaction - INFO - Epoch [144][1280/2147] lr: 8.170e-02, eta: 4 days, 15:43:20, time: 1.880, data_time: 0.006, memory: 16628, top1_acc: 0.4174, top5_acc: 0.6594, loss_cls: 2.6276, loss: 2.6276, grad_norm: 2.2051 2021-01-24 22:17:57,773 - mmaction - INFO - Epoch [144][1300/2147] lr: 8.170e-02, eta: 4 days, 15:42:44, time: 1.451, data_time: 0.019, memory: 16628, top1_acc: 0.4201, top5_acc: 0.6643, loss_cls: 2.6021, loss: 2.6021, grad_norm: 2.2285 2021-01-24 22:18:26,856 - mmaction - INFO - Epoch [144][1320/2147] lr: 8.170e-02, eta: 4 days, 15:42:07, time: 1.453, data_time: 0.003, memory: 16628, top1_acc: 0.4121, top5_acc: 0.6777, loss_cls: 2.5724, loss: 2.5724, grad_norm: 2.3067 2021-01-24 22:18:57,742 - mmaction - INFO - Epoch [144][1340/2147] lr: 8.170e-02, eta: 4 days, 15:41:32, time: 1.545, data_time: 0.005, memory: 16628, top1_acc: 0.4188, top5_acc: 0.6728, loss_cls: 2.6244, loss: 2.6244, grad_norm: 2.3949 2021-01-24 22:19:26,322 - mmaction - INFO - Epoch [144][1360/2147] lr: 8.170e-02, eta: 4 days, 15:40:55, time: 1.431, data_time: 0.004, memory: 16628, top1_acc: 0.4013, top5_acc: 0.6437, loss_cls: 2.6963, loss: 2.6963, grad_norm: 2.3421 2021-01-24 22:19:55,135 - mmaction - INFO - Epoch [144][1380/2147] lr: 8.170e-02, eta: 4 days, 15:40:18, time: 1.439, data_time: 0.003, memory: 16628, top1_acc: 0.4152, top5_acc: 0.6487, loss_cls: 2.6886, loss: 2.6886, grad_norm: 2.2987 2021-01-24 22:20:24,128 - mmaction - INFO - Epoch [144][1400/2147] lr: 8.170e-02, eta: 4 days, 15:39:41, time: 1.451, data_time: 0.003, memory: 16628, top1_acc: 0.4049, top5_acc: 0.6473, loss_cls: 2.6842, loss: 2.6842, grad_norm: 2.3117 2021-01-24 22:21:00,053 - mmaction - INFO - Epoch [144][1420/2147] lr: 8.170e-02, eta: 4 days, 15:39:09, time: 1.780, data_time: 0.003, memory: 16628, top1_acc: 0.3844, top5_acc: 0.6460, loss_cls: 2.7428, loss: 2.7428, grad_norm: 2.2804 2021-01-24 22:21:35,024 - mmaction - INFO - Epoch [144][1440/2147] lr: 8.170e-02, eta: 4 days, 15:38:38, time: 1.758, data_time: 0.045, memory: 16628, top1_acc: 0.3960, top5_acc: 0.6585, loss_cls: 2.6974, loss: 2.6974, grad_norm: 2.2898 2021-01-24 22:22:05,217 - mmaction - INFO - Epoch [144][1460/2147] lr: 8.170e-02, eta: 4 days, 15:38:02, time: 1.515, data_time: 0.011, memory: 16628, top1_acc: 0.4089, top5_acc: 0.6473, loss_cls: 2.6880, loss: 2.6880, grad_norm: 2.2819 2021-01-24 22:22:36,203 - mmaction - INFO - Epoch [144][1480/2147] lr: 8.170e-02, eta: 4 days, 15:37:27, time: 1.548, data_time: 0.019, memory: 16628, top1_acc: 0.4076, top5_acc: 0.6594, loss_cls: 2.5937, loss: 2.5937, grad_norm: 2.2729 2021-01-24 22:23:06,482 - mmaction - INFO - Epoch [144][1500/2147] lr: 8.170e-02, eta: 4 days, 15:36:51, time: 1.513, data_time: 0.003, memory: 16628, top1_acc: 0.4192, top5_acc: 0.6719, loss_cls: 2.6031, loss: 2.6031, grad_norm: 2.3009 2021-01-24 22:23:35,074 - mmaction - INFO - Epoch [144][1520/2147] lr: 8.170e-02, eta: 4 days, 15:36:14, time: 1.432, data_time: 0.006, memory: 16628, top1_acc: 0.4205, top5_acc: 0.6750, loss_cls: 2.6072, loss: 2.6072, grad_norm: 2.2960 2021-01-24 22:24:04,820 - mmaction - INFO - Epoch [144][1540/2147] lr: 8.170e-02, eta: 4 days, 15:35:38, time: 1.487, data_time: 0.003, memory: 16628, top1_acc: 0.4147, top5_acc: 0.6714, loss_cls: 2.5649, loss: 2.5649, grad_norm: 2.2510 2021-01-24 22:24:33,870 - mmaction - INFO - Epoch [144][1560/2147] lr: 8.170e-02, eta: 4 days, 15:35:01, time: 1.452, data_time: 0.002, memory: 16628, top1_acc: 0.4112, top5_acc: 0.6576, loss_cls: 2.6413, loss: 2.6413, grad_norm: 2.3003 2021-01-24 22:25:10,979 - mmaction - INFO - Epoch [144][1580/2147] lr: 8.170e-02, eta: 4 days, 15:34:31, time: 1.851, data_time: 0.001, memory: 16628, top1_acc: 0.3933, top5_acc: 0.6625, loss_cls: 2.7010, loss: 2.7010, grad_norm: 2.3416 2021-01-24 22:25:40,151 - mmaction - INFO - Epoch [144][1600/2147] lr: 8.170e-02, eta: 4 days, 15:33:54, time: 1.463, data_time: 0.012, memory: 16628, top1_acc: 0.3946, top5_acc: 0.6420, loss_cls: 2.7185, loss: 2.7185, grad_norm: 2.3170 2021-01-24 22:26:10,255 - mmaction - INFO - Epoch [144][1620/2147] lr: 8.170e-02, eta: 4 days, 15:33:18, time: 1.504, data_time: 0.004, memory: 16628, top1_acc: 0.4013, top5_acc: 0.6603, loss_cls: 2.6492, loss: 2.6492, grad_norm: 2.3113 2021-01-24 22:26:39,184 - mmaction - INFO - Epoch [144][1640/2147] lr: 8.170e-02, eta: 4 days, 15:32:42, time: 1.448, data_time: 0.003, memory: 16628, top1_acc: 0.4040, top5_acc: 0.6621, loss_cls: 2.6280, loss: 2.6280, grad_norm: 2.2387 2021-01-24 22:27:09,972 - mmaction - INFO - Epoch [144][1660/2147] lr: 8.170e-02, eta: 4 days, 15:32:06, time: 1.539, data_time: 0.002, memory: 16628, top1_acc: 0.4250, top5_acc: 0.6589, loss_cls: 2.5617, loss: 2.5617, grad_norm: 2.3067 2021-01-24 22:27:38,795 - mmaction - INFO - Epoch [144][1680/2147] lr: 8.170e-02, eta: 4 days, 15:31:29, time: 1.440, data_time: 0.005, memory: 16628, top1_acc: 0.3893, top5_acc: 0.6603, loss_cls: 2.6531, loss: 2.6531, grad_norm: 2.3972 2021-01-24 22:28:08,999 - mmaction - INFO - Epoch [144][1700/2147] lr: 8.170e-02, eta: 4 days, 15:30:54, time: 1.508, data_time: 0.003, memory: 16628, top1_acc: 0.4165, top5_acc: 0.6629, loss_cls: 2.6372, loss: 2.6372, grad_norm: 2.3248 2021-01-24 22:28:41,116 - mmaction - INFO - Epoch [144][1720/2147] lr: 8.170e-02, eta: 4 days, 15:30:19, time: 1.606, data_time: 0.009, memory: 16628, top1_acc: 0.4054, top5_acc: 0.6679, loss_cls: 2.6176, loss: 2.6176, grad_norm: 2.3457 2021-01-24 22:29:13,180 - mmaction - INFO - Epoch [144][1740/2147] lr: 8.170e-02, eta: 4 days, 15:29:45, time: 1.605, data_time: 0.007, memory: 16628, top1_acc: 0.4009, top5_acc: 0.6522, loss_cls: 2.6718, loss: 2.6718, grad_norm: 2.3053 2021-01-24 22:29:45,485 - mmaction - INFO - Epoch [144][1760/2147] lr: 8.170e-02, eta: 4 days, 15:29:11, time: 1.613, data_time: 0.005, memory: 16628, top1_acc: 0.3996, top5_acc: 0.6531, loss_cls: 2.6909, loss: 2.6909, grad_norm: 2.2464 2021-01-24 22:30:21,277 - mmaction - INFO - Epoch [144][1780/2147] lr: 8.170e-02, eta: 4 days, 15:28:40, time: 1.789, data_time: 0.005, memory: 16628, top1_acc: 0.4018, top5_acc: 0.6509, loss_cls: 2.7010, loss: 2.7010, grad_norm: 2.3143 2021-01-24 22:30:49,852 - mmaction - INFO - Epoch [144][1800/2147] lr: 8.170e-02, eta: 4 days, 15:28:03, time: 1.429, data_time: 0.005, memory: 16628, top1_acc: 0.4004, top5_acc: 0.6576, loss_cls: 2.6993, loss: 2.6993, grad_norm: 2.3105 2021-01-24 22:31:18,600 - mmaction - INFO - Epoch [144][1820/2147] lr: 8.170e-02, eta: 4 days, 15:27:26, time: 1.440, data_time: 0.007, memory: 16628, top1_acc: 0.3946, top5_acc: 0.6482, loss_cls: 2.7589, loss: 2.7589, grad_norm: 2.3042 2021-01-24 22:32:01,281 - mmaction - INFO - Epoch [144][1840/2147] lr: 8.170e-02, eta: 4 days, 15:27:00, time: 2.128, data_time: 0.008, memory: 16628, top1_acc: 0.4259, top5_acc: 0.6683, loss_cls: 2.6089, loss: 2.6089, grad_norm: 2.2305 2021-01-24 22:32:30,100 - mmaction - INFO - Epoch [144][1860/2147] lr: 8.170e-02, eta: 4 days, 15:26:23, time: 1.448, data_time: 0.014, memory: 16628, top1_acc: 0.4040, top5_acc: 0.6585, loss_cls: 2.7287, loss: 2.7287, grad_norm: 2.3055 2021-01-24 22:33:02,678 - mmaction - INFO - Epoch [144][1880/2147] lr: 8.170e-02, eta: 4 days, 15:25:49, time: 1.625, data_time: 0.004, memory: 16628, top1_acc: 0.4129, top5_acc: 0.6687, loss_cls: 2.6346, loss: 2.6346, grad_norm: 2.2620 2021-01-24 22:33:33,132 - mmaction - INFO - Epoch [144][1900/2147] lr: 8.170e-02, eta: 4 days, 15:25:13, time: 1.521, data_time: 0.011, memory: 16628, top1_acc: 0.4000, top5_acc: 0.6612, loss_cls: 2.6621, loss: 2.6621, grad_norm: 2.2794 2021-01-24 22:34:04,698 - mmaction - INFO - Epoch [144][1920/2147] lr: 8.170e-02, eta: 4 days, 15:24:39, time: 1.582, data_time: 0.007, memory: 16628, top1_acc: 0.4094, top5_acc: 0.6714, loss_cls: 2.5999, loss: 2.5999, grad_norm: 2.3035 2021-01-24 22:34:33,447 - mmaction - INFO - Epoch [144][1940/2147] lr: 8.170e-02, eta: 4 days, 15:24:02, time: 1.437, data_time: 0.005, memory: 16628, top1_acc: 0.4031, top5_acc: 0.6629, loss_cls: 2.6316, loss: 2.6316, grad_norm: 2.3194 2021-01-24 22:35:05,974 - mmaction - INFO - Epoch [144][1960/2147] lr: 8.170e-02, eta: 4 days, 15:23:28, time: 1.624, data_time: 0.011, memory: 16628, top1_acc: 0.4121, top5_acc: 0.6683, loss_cls: 2.5986, loss: 2.5986, grad_norm: 2.2435 2021-01-24 22:35:34,802 - mmaction - INFO - Epoch [144][1980/2147] lr: 8.170e-02, eta: 4 days, 15:22:51, time: 1.445, data_time: 0.005, memory: 16628, top1_acc: 0.3991, top5_acc: 0.6460, loss_cls: 2.7037, loss: 2.7037, grad_norm: 2.3521 2021-01-24 22:36:08,093 - mmaction - INFO - Epoch [144][2000/2147] lr: 8.170e-02, eta: 4 days, 15:22:18, time: 1.661, data_time: 0.006, memory: 16628, top1_acc: 0.4004, top5_acc: 0.6638, loss_cls: 2.6563, loss: 2.6563, grad_norm: 2.3473 2021-01-24 22:36:39,625 - mmaction - INFO - Epoch [144][2020/2147] lr: 8.170e-02, eta: 4 days, 15:21:43, time: 1.580, data_time: 0.008, memory: 16628, top1_acc: 0.4018, top5_acc: 0.6424, loss_cls: 2.6967, loss: 2.6967, grad_norm: 2.3092 2021-01-24 22:37:12,533 - mmaction - INFO - Epoch [144][2040/2147] lr: 8.170e-02, eta: 4 days, 15:21:09, time: 1.644, data_time: 0.001, memory: 16628, top1_acc: 0.4085, top5_acc: 0.6621, loss_cls: 2.6619, loss: 2.6619, grad_norm: 2.2949 2021-01-24 22:37:43,347 - mmaction - INFO - Epoch [144][2060/2147] lr: 8.170e-02, eta: 4 days, 15:20:34, time: 1.539, data_time: 0.003, memory: 16628, top1_acc: 0.4246, top5_acc: 0.6692, loss_cls: 2.6149, loss: 2.6149, grad_norm: 2.2994 2021-01-24 22:38:15,432 - mmaction - INFO - Epoch [144][2080/2147] lr: 8.170e-02, eta: 4 days, 15:20:00, time: 1.607, data_time: 0.007, memory: 16628, top1_acc: 0.3853, top5_acc: 0.6616, loss_cls: 2.6880, loss: 2.6880, grad_norm: 2.3321 2021-01-24 22:38:46,821 - mmaction - INFO - Epoch [144][2100/2147] lr: 8.170e-02, eta: 4 days, 15:19:25, time: 1.560, data_time: 0.003, memory: 16628, top1_acc: 0.4121, top5_acc: 0.6562, loss_cls: 2.6577, loss: 2.6577, grad_norm: 2.2349 2021-01-24 22:39:17,683 - mmaction - INFO - Epoch [144][2120/2147] lr: 8.170e-02, eta: 4 days, 15:18:50, time: 1.551, data_time: 0.012, memory: 16628, top1_acc: 0.4286, top5_acc: 0.6652, loss_cls: 2.5756, loss: 2.5756, grad_norm: 2.2987 2021-01-24 22:39:51,519 - mmaction - INFO - Epoch [144][2140/2147] lr: 8.170e-02, eta: 4 days, 15:18:17, time: 1.687, data_time: 0.004, memory: 16628, top1_acc: 0.4036, top5_acc: 0.6652, loss_cls: 2.6921, loss: 2.6921, grad_norm: 2.3612 2021-01-24 22:40:22,294 - mmaction - INFO - Saving checkpoint at 144 epochs 2021-01-24 22:46:01,503 - mmaction - INFO - Epoch [145][20/2147] lr: 8.049e-02, eta: 4 days, 15:21:19, time: 16.852, data_time: 15.176, memory: 16628, top1_acc: 0.4049, top5_acc: 0.6527, loss_cls: 2.6746, loss: 2.6746, grad_norm: 2.3460 2021-01-24 22:46:30,879 - mmaction - INFO - Epoch [145][40/2147] lr: 8.049e-02, eta: 4 days, 15:20:42, time: 1.470, data_time: 0.009, memory: 16628, top1_acc: 0.4232, top5_acc: 0.6607, loss_cls: 2.6292, loss: 2.6292, grad_norm: 2.2593 2021-01-24 22:46:59,945 - mmaction - INFO - Epoch [145][60/2147] lr: 8.049e-02, eta: 4 days, 15:20:06, time: 1.453, data_time: 0.003, memory: 16628, top1_acc: 0.4049, top5_acc: 0.6705, loss_cls: 2.5915, loss: 2.5915, grad_norm: 2.2959 2021-01-24 22:47:30,100 - mmaction - INFO - Epoch [145][80/2147] lr: 8.049e-02, eta: 4 days, 15:19:30, time: 1.507, data_time: 0.003, memory: 16628, top1_acc: 0.4103, top5_acc: 0.6643, loss_cls: 2.6205, loss: 2.6205, grad_norm: 2.3085 2021-01-24 22:48:00,763 - mmaction - INFO - Epoch [145][100/2147] lr: 8.049e-02, eta: 4 days, 15:18:54, time: 1.531, data_time: 0.004, memory: 16628, top1_acc: 0.4076, top5_acc: 0.6446, loss_cls: 2.7000, loss: 2.7000, grad_norm: 2.3346 2021-01-24 22:48:29,532 - mmaction - INFO - Epoch [145][120/2147] lr: 8.049e-02, eta: 4 days, 15:18:17, time: 1.437, data_time: 0.007, memory: 16628, top1_acc: 0.4174, top5_acc: 0.6795, loss_cls: 2.5518, loss: 2.5518, grad_norm: 2.2742 2021-01-24 22:48:59,136 - mmaction - INFO - Epoch [145][140/2147] lr: 8.049e-02, eta: 4 days, 15:17:41, time: 1.484, data_time: 0.009, memory: 16628, top1_acc: 0.4223, top5_acc: 0.6594, loss_cls: 2.6006, loss: 2.6006, grad_norm: 2.3353 2021-01-24 22:49:29,023 - mmaction - INFO - Epoch [145][160/2147] lr: 8.049e-02, eta: 4 days, 15:17:05, time: 1.487, data_time: 0.004, memory: 16628, top1_acc: 0.4058, top5_acc: 0.6688, loss_cls: 2.6206, loss: 2.6206, grad_norm: 2.3558 2021-01-24 22:49:58,823 - mmaction - INFO - Epoch [145][180/2147] lr: 8.049e-02, eta: 4 days, 15:16:29, time: 1.488, data_time: 0.012, memory: 16628, top1_acc: 0.4196, top5_acc: 0.6589, loss_cls: 2.6096, loss: 2.6096, grad_norm: 2.3170 2021-01-24 22:50:30,362 - mmaction - INFO - Epoch [145][200/2147] lr: 8.049e-02, eta: 4 days, 15:15:54, time: 1.587, data_time: 0.024, memory: 16628, top1_acc: 0.4277, top5_acc: 0.6750, loss_cls: 2.5141, loss: 2.5141, grad_norm: 2.2349 2021-01-24 22:50:59,965 - mmaction - INFO - Epoch [145][220/2147] lr: 8.049e-02, eta: 4 days, 15:15:18, time: 1.478, data_time: 0.003, memory: 16628, top1_acc: 0.4232, top5_acc: 0.6813, loss_cls: 2.5807, loss: 2.5807, grad_norm: 2.3536 2021-01-24 22:51:31,005 - mmaction - INFO - Epoch [145][240/2147] lr: 8.049e-02, eta: 4 days, 15:14:43, time: 1.549, data_time: 0.006, memory: 16628, top1_acc: 0.4022, top5_acc: 0.6629, loss_cls: 2.6417, loss: 2.6417, grad_norm: 2.3717 2021-01-24 22:52:03,621 - mmaction - INFO - Epoch [145][260/2147] lr: 8.049e-02, eta: 4 days, 15:14:09, time: 1.628, data_time: 0.008, memory: 16628, top1_acc: 0.4080, top5_acc: 0.6607, loss_cls: 2.6479, loss: 2.6479, grad_norm: 2.2868 2021-01-24 22:52:32,641 - mmaction - INFO - Epoch [145][280/2147] lr: 8.049e-02, eta: 4 days, 15:13:32, time: 1.458, data_time: 0.011, memory: 16628, top1_acc: 0.4009, top5_acc: 0.6420, loss_cls: 2.7032, loss: 2.7032, grad_norm: 2.3390 2021-01-24 22:53:06,867 - mmaction - INFO - Epoch [145][300/2147] lr: 8.049e-02, eta: 4 days, 15:13:00, time: 1.710, data_time: 0.003, memory: 16628, top1_acc: 0.4040, top5_acc: 0.6540, loss_cls: 2.6273, loss: 2.6273, grad_norm: 2.2961 2021-01-24 22:53:35,749 - mmaction - INFO - Epoch [145][320/2147] lr: 8.049e-02, eta: 4 days, 15:12:23, time: 1.446, data_time: 0.006, memory: 16628, top1_acc: 0.4049, top5_acc: 0.6487, loss_cls: 2.7151, loss: 2.7151, grad_norm: 2.2914 2021-01-24 22:54:07,491 - mmaction - INFO - Epoch [145][340/2147] lr: 8.049e-02, eta: 4 days, 15:11:48, time: 1.587, data_time: 0.002, memory: 16628, top1_acc: 0.4067, top5_acc: 0.6603, loss_cls: 2.6629, loss: 2.6629, grad_norm: 2.2909 2021-01-24 22:54:38,505 - mmaction - INFO - Epoch [145][360/2147] lr: 8.049e-02, eta: 4 days, 15:11:13, time: 1.544, data_time: 0.003, memory: 16628, top1_acc: 0.4232, top5_acc: 0.6554, loss_cls: 2.6014, loss: 2.6014, grad_norm: 2.2362 2021-01-24 22:55:09,236 - mmaction - INFO - Epoch [145][380/2147] lr: 8.049e-02, eta: 4 days, 15:10:38, time: 1.542, data_time: 0.008, memory: 16628, top1_acc: 0.4290, top5_acc: 0.6670, loss_cls: 2.5693, loss: 2.5693, grad_norm: 2.2679 2021-01-24 22:55:40,356 - mmaction - INFO - Epoch [145][400/2147] lr: 8.049e-02, eta: 4 days, 15:10:03, time: 1.555, data_time: 0.007, memory: 16628, top1_acc: 0.4080, top5_acc: 0.6571, loss_cls: 2.6369, loss: 2.6369, grad_norm: 2.3120 2021-01-24 22:56:12,336 - mmaction - INFO - Epoch [145][420/2147] lr: 8.049e-02, eta: 4 days, 15:09:28, time: 1.598, data_time: 0.007, memory: 16628, top1_acc: 0.4107, top5_acc: 0.6795, loss_cls: 2.6046, loss: 2.6046, grad_norm: 2.3222 2021-01-24 22:56:44,836 - mmaction - INFO - Epoch [145][440/2147] lr: 8.049e-02, eta: 4 days, 15:08:53, time: 1.547, data_time: 0.009, memory: 16628, top1_acc: 0.4263, top5_acc: 0.6884, loss_cls: 2.5849, loss: 2.5849, grad_norm: 2.3268 2021-01-24 22:57:17,242 - mmaction - INFO - Epoch [145][460/2147] lr: 8.049e-02, eta: 4 days, 15:08:20, time: 1.700, data_time: 0.092, memory: 16628, top1_acc: 0.4125, top5_acc: 0.6643, loss_cls: 2.6429, loss: 2.6429, grad_norm: 2.3603 2021-01-24 22:57:46,666 - mmaction - INFO - Epoch [145][480/2147] lr: 8.049e-02, eta: 4 days, 15:07:44, time: 1.471, data_time: 0.008, memory: 16628, top1_acc: 0.4094, top5_acc: 0.6710, loss_cls: 2.6064, loss: 2.6064, grad_norm: 2.3687 2021-01-24 22:58:15,713 - mmaction - INFO - Epoch [145][500/2147] lr: 8.049e-02, eta: 4 days, 15:07:07, time: 1.453, data_time: 0.004, memory: 16628, top1_acc: 0.4027, top5_acc: 0.6647, loss_cls: 2.6164, loss: 2.6164, grad_norm: 2.3172 2021-01-24 22:58:45,468 - mmaction - INFO - Epoch [145][520/2147] lr: 8.049e-02, eta: 4 days, 15:06:31, time: 1.488, data_time: 0.008, memory: 16628, top1_acc: 0.3897, top5_acc: 0.6371, loss_cls: 2.6994, loss: 2.6994, grad_norm: 2.3091 2021-01-24 22:59:15,358 - mmaction - INFO - Epoch [145][540/2147] lr: 8.049e-02, eta: 4 days, 15:05:55, time: 1.495, data_time: 0.003, memory: 16628, top1_acc: 0.3929, top5_acc: 0.6612, loss_cls: 2.6743, loss: 2.6743, grad_norm: 2.2642 2021-01-24 22:59:45,589 - mmaction - INFO - Epoch [145][560/2147] lr: 8.049e-02, eta: 4 days, 15:05:19, time: 1.509, data_time: 0.004, memory: 16628, top1_acc: 0.3946, top5_acc: 0.6455, loss_cls: 2.6797, loss: 2.6797, grad_norm: 2.3081 2021-01-24 23:00:15,798 - mmaction - INFO - Epoch [145][580/2147] lr: 8.049e-02, eta: 4 days, 15:04:44, time: 1.512, data_time: 0.007, memory: 16628, top1_acc: 0.4062, top5_acc: 0.6616, loss_cls: 2.6281, loss: 2.6281, grad_norm: 2.2685 2021-01-24 23:00:46,248 - mmaction - INFO - Epoch [145][600/2147] lr: 8.049e-02, eta: 4 days, 15:04:08, time: 1.525, data_time: 0.010, memory: 16628, top1_acc: 0.4058, top5_acc: 0.6603, loss_cls: 2.6597, loss: 2.6597, grad_norm: 2.3106 2021-01-24 23:01:17,891 - mmaction - INFO - Epoch [145][620/2147] lr: 8.049e-02, eta: 4 days, 15:03:33, time: 1.578, data_time: 0.068, memory: 16628, top1_acc: 0.4062, top5_acc: 0.6562, loss_cls: 2.6573, loss: 2.6573, grad_norm: 2.3157 2021-01-24 23:01:51,685 - mmaction - INFO - Epoch [145][640/2147] lr: 8.049e-02, eta: 4 days, 15:03:00, time: 1.690, data_time: 0.006, memory: 16628, top1_acc: 0.3969, top5_acc: 0.6558, loss_cls: 2.6744, loss: 2.6744, grad_norm: 2.2991 2021-01-24 23:02:20,975 - mmaction - INFO - Epoch [145][660/2147] lr: 8.049e-02, eta: 4 days, 15:02:24, time: 1.459, data_time: 0.011, memory: 16628, top1_acc: 0.4138, top5_acc: 0.6589, loss_cls: 2.5877, loss: 2.5877, grad_norm: 2.2556 2021-01-24 23:02:51,928 - mmaction - INFO - Epoch [145][680/2147] lr: 8.049e-02, eta: 4 days, 15:01:49, time: 1.555, data_time: 0.012, memory: 16628, top1_acc: 0.4335, top5_acc: 0.6879, loss_cls: 2.4880, loss: 2.4880, grad_norm: 2.2571 2021-01-24 23:03:23,017 - mmaction - INFO - Epoch [145][700/2147] lr: 8.049e-02, eta: 4 days, 15:01:14, time: 1.555, data_time: 0.005, memory: 16628, top1_acc: 0.4201, top5_acc: 0.6759, loss_cls: 2.5779, loss: 2.5779, grad_norm: 2.3863 2021-01-24 23:03:51,631 - mmaction - INFO - Epoch [145][720/2147] lr: 8.049e-02, eta: 4 days, 15:00:37, time: 1.432, data_time: 0.014, memory: 16628, top1_acc: 0.4107, top5_acc: 0.6728, loss_cls: 2.6135, loss: 2.6135, grad_norm: 2.3540 2021-01-24 23:04:20,792 - mmaction - INFO - Epoch [145][740/2147] lr: 8.049e-02, eta: 4 days, 15:00:00, time: 1.458, data_time: 0.002, memory: 16628, top1_acc: 0.4179, top5_acc: 0.6580, loss_cls: 2.6272, loss: 2.6272, grad_norm: 2.3360 2021-01-24 23:04:51,458 - mmaction - INFO - Epoch [145][760/2147] lr: 8.049e-02, eta: 4 days, 14:59:25, time: 1.532, data_time: 0.003, memory: 16628, top1_acc: 0.4196, top5_acc: 0.6625, loss_cls: 2.6357, loss: 2.6357, grad_norm: 2.3313 2021-01-24 23:05:20,425 - mmaction - INFO - Epoch [145][780/2147] lr: 8.049e-02, eta: 4 days, 14:58:48, time: 1.448, data_time: 0.004, memory: 16628, top1_acc: 0.4134, top5_acc: 0.6616, loss_cls: 2.6275, loss: 2.6275, grad_norm: 2.3490 2021-01-24 23:05:49,399 - mmaction - INFO - Epoch [145][800/2147] lr: 8.049e-02, eta: 4 days, 14:58:11, time: 1.450, data_time: 0.003, memory: 16628, top1_acc: 0.4004, top5_acc: 0.6603, loss_cls: 2.6188, loss: 2.6188, grad_norm: 2.3085 2021-01-24 23:06:18,241 - mmaction - INFO - Epoch [145][820/2147] lr: 8.049e-02, eta: 4 days, 14:57:34, time: 1.443, data_time: 0.011, memory: 16628, top1_acc: 0.4272, top5_acc: 0.6786, loss_cls: 2.5790, loss: 2.5790, grad_norm: 2.3293 2021-01-24 23:06:50,783 - mmaction - INFO - Epoch [145][840/2147] lr: 8.049e-02, eta: 4 days, 14:57:00, time: 1.623, data_time: 0.004, memory: 16628, top1_acc: 0.4112, top5_acc: 0.6692, loss_cls: 2.5850, loss: 2.5850, grad_norm: 2.2890 2021-01-24 23:07:19,276 - mmaction - INFO - Epoch [145][860/2147] lr: 8.049e-02, eta: 4 days, 14:56:23, time: 1.429, data_time: 0.007, memory: 16628, top1_acc: 0.4045, top5_acc: 0.6562, loss_cls: 2.6804, loss: 2.6804, grad_norm: 2.3576 2021-01-24 23:07:51,070 - mmaction - INFO - Epoch [145][880/2147] lr: 8.049e-02, eta: 4 days, 14:55:49, time: 1.586, data_time: 0.002, memory: 16628, top1_acc: 0.4013, top5_acc: 0.6603, loss_cls: 2.6767, loss: 2.6767, grad_norm: 2.3578 2021-01-24 23:08:22,541 - mmaction - INFO - Epoch [145][900/2147] lr: 8.049e-02, eta: 4 days, 14:55:14, time: 1.577, data_time: 0.007, memory: 16628, top1_acc: 0.4152, top5_acc: 0.6687, loss_cls: 2.5686, loss: 2.5686, grad_norm: 2.3349 2021-01-24 23:08:53,866 - mmaction - INFO - Epoch [145][920/2147] lr: 8.049e-02, eta: 4 days, 14:54:39, time: 1.565, data_time: 0.003, memory: 16628, top1_acc: 0.4031, top5_acc: 0.6393, loss_cls: 2.6963, loss: 2.6963, grad_norm: 2.3457 2021-01-24 23:09:26,649 - mmaction - INFO - Epoch [145][940/2147] lr: 8.049e-02, eta: 4 days, 14:54:05, time: 1.641, data_time: 0.010, memory: 16628, top1_acc: 0.4116, top5_acc: 0.6598, loss_cls: 2.7035, loss: 2.7035, grad_norm: 2.3141 2021-01-24 23:09:59,220 - mmaction - INFO - Epoch [145][960/2147] lr: 8.049e-02, eta: 4 days, 14:53:31, time: 1.625, data_time: 0.009, memory: 16628, top1_acc: 0.4192, top5_acc: 0.6545, loss_cls: 2.6359, loss: 2.6359, grad_norm: 2.2601 2021-01-24 23:10:30,402 - mmaction - INFO - Epoch [145][980/2147] lr: 8.049e-02, eta: 4 days, 14:52:56, time: 1.551, data_time: 0.010, memory: 16628, top1_acc: 0.4272, top5_acc: 0.6656, loss_cls: 2.5842, loss: 2.5842, grad_norm: 2.2736 2021-01-24 23:11:00,597 - mmaction - INFO - Epoch [145][1000/2147] lr: 8.049e-02, eta: 4 days, 14:52:21, time: 1.519, data_time: 0.029, memory: 16628, top1_acc: 0.4058, top5_acc: 0.6522, loss_cls: 2.6414, loss: 2.6414, grad_norm: 2.3402 2021-01-24 23:11:30,100 - mmaction - INFO - Epoch [145][1020/2147] lr: 8.049e-02, eta: 4 days, 14:51:44, time: 1.476, data_time: 0.007, memory: 16628, top1_acc: 0.4143, top5_acc: 0.6580, loss_cls: 2.6520, loss: 2.6520, grad_norm: 2.3196 2021-01-24 23:12:02,113 - mmaction - INFO - Epoch [145][1040/2147] lr: 8.049e-02, eta: 4 days, 14:51:10, time: 1.602, data_time: 0.003, memory: 16628, top1_acc: 0.4009, top5_acc: 0.6362, loss_cls: 2.7126, loss: 2.7126, grad_norm: 2.3201 2021-01-24 23:12:36,020 - mmaction - INFO - Epoch [145][1060/2147] lr: 8.049e-02, eta: 4 days, 14:50:37, time: 1.692, data_time: 0.003, memory: 16628, top1_acc: 0.4089, top5_acc: 0.6545, loss_cls: 2.6530, loss: 2.6530, grad_norm: 2.3220 2021-01-24 23:13:09,628 - mmaction - INFO - Epoch [145][1080/2147] lr: 8.049e-02, eta: 4 days, 14:50:04, time: 1.683, data_time: 0.006, memory: 16628, top1_acc: 0.4125, top5_acc: 0.6634, loss_cls: 2.6342, loss: 2.6342, grad_norm: 2.2928 2021-01-24 23:13:38,457 - mmaction - INFO - Epoch [145][1100/2147] lr: 8.049e-02, eta: 4 days, 14:49:27, time: 1.439, data_time: 0.002, memory: 16628, top1_acc: 0.4054, top5_acc: 0.6580, loss_cls: 2.6569, loss: 2.6569, grad_norm: 2.2977 2021-01-24 23:14:10,602 - mmaction - INFO - Epoch [145][1120/2147] lr: 8.049e-02, eta: 4 days, 14:48:53, time: 1.608, data_time: 0.005, memory: 16628, top1_acc: 0.4094, top5_acc: 0.6612, loss_cls: 2.6511, loss: 2.6511, grad_norm: 2.3547 2021-01-24 23:14:40,466 - mmaction - INFO - Epoch [145][1140/2147] lr: 8.049e-02, eta: 4 days, 14:48:17, time: 1.488, data_time: 0.005, memory: 16628, top1_acc: 0.3924, top5_acc: 0.6496, loss_cls: 2.7025, loss: 2.7025, grad_norm: 2.3665 2021-01-24 23:15:09,730 - mmaction - INFO - Epoch [145][1160/2147] lr: 8.049e-02, eta: 4 days, 14:47:40, time: 1.464, data_time: 0.015, memory: 16628, top1_acc: 0.4062, top5_acc: 0.6442, loss_cls: 2.6994, loss: 2.6994, grad_norm: 2.2556 2021-01-24 23:15:40,845 - mmaction - INFO - Epoch [145][1180/2147] lr: 8.049e-02, eta: 4 days, 14:47:05, time: 1.562, data_time: 0.009, memory: 16628, top1_acc: 0.3987, top5_acc: 0.6598, loss_cls: 2.6616, loss: 2.6616, grad_norm: 2.2673 2021-01-24 23:16:09,539 - mmaction - INFO - Epoch [145][1200/2147] lr: 8.049e-02, eta: 4 days, 14:46:28, time: 1.434, data_time: 0.001, memory: 16628, top1_acc: 0.4170, top5_acc: 0.6768, loss_cls: 2.5895, loss: 2.5895, grad_norm: 2.2783 2021-01-24 23:16:47,326 - mmaction - INFO - Epoch [145][1220/2147] lr: 8.049e-02, eta: 4 days, 14:45:58, time: 1.880, data_time: 0.007, memory: 16628, top1_acc: 0.4049, top5_acc: 0.6634, loss_cls: 2.6244, loss: 2.6244, grad_norm: 2.2825 2021-01-24 23:17:16,119 - mmaction - INFO - Epoch [145][1240/2147] lr: 8.049e-02, eta: 4 days, 14:45:22, time: 1.450, data_time: 0.018, memory: 16628, top1_acc: 0.4009, top5_acc: 0.6562, loss_cls: 2.6463, loss: 2.6463, grad_norm: 2.2501 2021-01-24 23:17:47,300 - mmaction - INFO - Epoch [145][1260/2147] lr: 8.049e-02, eta: 4 days, 14:44:47, time: 1.558, data_time: 0.001, memory: 16628, top1_acc: 0.3982, top5_acc: 0.6536, loss_cls: 2.6440, loss: 2.6440, grad_norm: 2.3287 2021-01-24 23:18:21,696 - mmaction - INFO - Epoch [145][1280/2147] lr: 8.049e-02, eta: 4 days, 14:44:14, time: 1.720, data_time: 0.003, memory: 16628, top1_acc: 0.4129, top5_acc: 0.6594, loss_cls: 2.6522, loss: 2.6522, grad_norm: 2.2945 2021-01-24 23:18:51,301 - mmaction - INFO - Epoch [145][1300/2147] lr: 8.049e-02, eta: 4 days, 14:43:38, time: 1.481, data_time: 0.004, memory: 16628, top1_acc: 0.4228, top5_acc: 0.6786, loss_cls: 2.5630, loss: 2.5630, grad_norm: 2.2946 2021-01-24 23:19:20,228 - mmaction - INFO - Epoch [145][1320/2147] lr: 8.049e-02, eta: 4 days, 14:43:01, time: 1.445, data_time: 0.003, memory: 16628, top1_acc: 0.4179, top5_acc: 0.6683, loss_cls: 2.6196, loss: 2.6196, grad_norm: 2.3905 2021-01-24 23:19:49,084 - mmaction - INFO - Epoch [145][1340/2147] lr: 8.049e-02, eta: 4 days, 14:42:24, time: 1.441, data_time: 0.003, memory: 16628, top1_acc: 0.4415, top5_acc: 0.6808, loss_cls: 2.4935, loss: 2.4935, grad_norm: 2.2855 2021-01-24 23:20:18,067 - mmaction - INFO - Epoch [145][1360/2147] lr: 8.049e-02, eta: 4 days, 14:41:48, time: 1.448, data_time: 0.009, memory: 16628, top1_acc: 0.4152, top5_acc: 0.6674, loss_cls: 2.6114, loss: 2.6114, grad_norm: 2.3541 2021-01-24 23:20:48,959 - mmaction - INFO - Epoch [145][1380/2147] lr: 8.049e-02, eta: 4 days, 14:41:13, time: 1.549, data_time: 0.012, memory: 16628, top1_acc: 0.4080, top5_acc: 0.6562, loss_cls: 2.6709, loss: 2.6709, grad_norm: 2.3312 2021-01-24 23:21:17,824 - mmaction - INFO - Epoch [145][1400/2147] lr: 8.049e-02, eta: 4 days, 14:40:36, time: 1.439, data_time: 0.002, memory: 16628, top1_acc: 0.4062, top5_acc: 0.6670, loss_cls: 2.6280, loss: 2.6280, grad_norm: 2.2803 2021-01-24 23:21:58,518 - mmaction - INFO - Epoch [145][1420/2147] lr: 8.049e-02, eta: 4 days, 14:40:08, time: 2.036, data_time: 0.005, memory: 16628, top1_acc: 0.4036, top5_acc: 0.6634, loss_cls: 2.6418, loss: 2.6418, grad_norm: 2.3111 2021-01-24 23:22:30,194 - mmaction - INFO - Epoch [145][1440/2147] lr: 8.049e-02, eta: 4 days, 14:39:33, time: 1.578, data_time: 0.004, memory: 16628, top1_acc: 0.3991, top5_acc: 0.6513, loss_cls: 2.6556, loss: 2.6556, grad_norm: 2.3295 2021-01-24 23:23:01,101 - mmaction - INFO - Epoch [145][1460/2147] lr: 8.049e-02, eta: 4 days, 14:38:58, time: 1.551, data_time: 0.009, memory: 16628, top1_acc: 0.4357, top5_acc: 0.6692, loss_cls: 2.5575, loss: 2.5575, grad_norm: 2.2952 2021-01-24 23:23:30,477 - mmaction - INFO - Epoch [145][1480/2147] lr: 8.049e-02, eta: 4 days, 14:38:22, time: 1.470, data_time: 0.008, memory: 16628, top1_acc: 0.4192, top5_acc: 0.6607, loss_cls: 2.6353, loss: 2.6353, grad_norm: 2.2860 2021-01-24 23:24:02,168 - mmaction - INFO - Epoch [145][1500/2147] lr: 8.049e-02, eta: 4 days, 14:37:47, time: 1.585, data_time: 0.003, memory: 16628, top1_acc: 0.4254, top5_acc: 0.6629, loss_cls: 2.6145, loss: 2.6145, grad_norm: 2.3383 2021-01-24 23:24:32,406 - mmaction - INFO - Epoch [145][1520/2147] lr: 8.049e-02, eta: 4 days, 14:37:12, time: 1.512, data_time: 0.002, memory: 16628, top1_acc: 0.3875, top5_acc: 0.6482, loss_cls: 2.7489, loss: 2.7489, grad_norm: 2.2913 2021-01-24 23:25:01,627 - mmaction - INFO - Epoch [145][1540/2147] lr: 8.049e-02, eta: 4 days, 14:36:35, time: 1.460, data_time: 0.003, memory: 16628, top1_acc: 0.4299, top5_acc: 0.6741, loss_cls: 2.6074, loss: 2.6074, grad_norm: 2.3151 2021-01-24 23:25:30,246 - mmaction - INFO - Epoch [145][1560/2147] lr: 8.049e-02, eta: 4 days, 14:35:58, time: 1.431, data_time: 0.007, memory: 16628, top1_acc: 0.3920, top5_acc: 0.6496, loss_cls: 2.7001, loss: 2.7001, grad_norm: 2.3209 2021-01-24 23:26:03,735 - mmaction - INFO - Epoch [145][1580/2147] lr: 8.049e-02, eta: 4 days, 14:35:25, time: 1.675, data_time: 0.005, memory: 16628, top1_acc: 0.4205, top5_acc: 0.6638, loss_cls: 2.6036, loss: 2.6036, grad_norm: 2.2658 2021-01-24 23:26:32,978 - mmaction - INFO - Epoch [145][1600/2147] lr: 8.049e-02, eta: 4 days, 14:34:48, time: 1.458, data_time: 0.011, memory: 16628, top1_acc: 0.4134, top5_acc: 0.6585, loss_cls: 2.6300, loss: 2.6300, grad_norm: 2.2876 2021-01-24 23:27:03,614 - mmaction - INFO - Epoch [145][1620/2147] lr: 8.049e-02, eta: 4 days, 14:34:13, time: 1.535, data_time: 0.021, memory: 16628, top1_acc: 0.4062, top5_acc: 0.6603, loss_cls: 2.6505, loss: 2.6505, grad_norm: 2.3349 2021-01-24 23:27:34,053 - mmaction - INFO - Epoch [145][1640/2147] lr: 8.049e-02, eta: 4 days, 14:33:37, time: 1.501, data_time: 0.003, memory: 16628, top1_acc: 0.4080, top5_acc: 0.6826, loss_cls: 2.5659, loss: 2.5659, grad_norm: 2.2975 2021-01-24 23:28:05,464 - mmaction - INFO - Epoch [145][1660/2147] lr: 8.049e-02, eta: 4 days, 14:33:03, time: 1.585, data_time: 0.030, memory: 16628, top1_acc: 0.3991, top5_acc: 0.6531, loss_cls: 2.6792, loss: 2.6792, grad_norm: 2.4191 2021-01-24 23:28:34,065 - mmaction - INFO - Epoch [145][1680/2147] lr: 8.049e-02, eta: 4 days, 14:32:26, time: 1.437, data_time: 0.010, memory: 16628, top1_acc: 0.4116, top5_acc: 0.6616, loss_cls: 2.6459, loss: 2.6459, grad_norm: 2.3045 2021-01-24 23:29:04,962 - mmaction - INFO - Epoch [145][1700/2147] lr: 8.049e-02, eta: 4 days, 14:31:51, time: 1.545, data_time: 0.001, memory: 16628, top1_acc: 0.4107, top5_acc: 0.6482, loss_cls: 2.6586, loss: 2.6586, grad_norm: 2.3282 2021-01-24 23:29:33,686 - mmaction - INFO - Epoch [145][1720/2147] lr: 8.049e-02, eta: 4 days, 14:31:14, time: 1.435, data_time: 0.003, memory: 16628, top1_acc: 0.3839, top5_acc: 0.6411, loss_cls: 2.7292, loss: 2.7292, grad_norm: 2.2827 2021-01-24 23:30:03,272 - mmaction - INFO - Epoch [145][1740/2147] lr: 8.049e-02, eta: 4 days, 14:30:38, time: 1.479, data_time: 0.007, memory: 16628, top1_acc: 0.4045, top5_acc: 0.6629, loss_cls: 2.6296, loss: 2.6296, grad_norm: 2.2538 2021-01-24 23:30:33,405 - mmaction - INFO - Epoch [145][1760/2147] lr: 8.049e-02, eta: 4 days, 14:30:02, time: 1.506, data_time: 0.004, memory: 16628, top1_acc: 0.4214, top5_acc: 0.6746, loss_cls: 2.5646, loss: 2.5646, grad_norm: 2.3039 2021-01-24 23:31:02,567 - mmaction - INFO - Epoch [145][1780/2147] lr: 8.049e-02, eta: 4 days, 14:29:25, time: 1.459, data_time: 0.004, memory: 16628, top1_acc: 0.4089, top5_acc: 0.6634, loss_cls: 2.6547, loss: 2.6547, grad_norm: 2.3434 2021-01-24 23:31:36,220 - mmaction - INFO - Epoch [145][1800/2147] lr: 8.049e-02, eta: 4 days, 14:28:52, time: 1.683, data_time: 0.005, memory: 16628, top1_acc: 0.4290, top5_acc: 0.6808, loss_cls: 2.5426, loss: 2.5426, grad_norm: 2.2537 2021-01-24 23:32:06,931 - mmaction - INFO - Epoch [145][1820/2147] lr: 8.049e-02, eta: 4 days, 14:28:17, time: 1.532, data_time: 0.002, memory: 16628, top1_acc: 0.4085, top5_acc: 0.6576, loss_cls: 2.6482, loss: 2.6482, grad_norm: 2.2821 2021-01-24 23:32:37,095 - mmaction - INFO - Epoch [145][1840/2147] lr: 8.049e-02, eta: 4 days, 14:27:41, time: 1.511, data_time: 0.006, memory: 16628, top1_acc: 0.4036, top5_acc: 0.6527, loss_cls: 2.6493, loss: 2.6493, grad_norm: 2.2729 2021-01-24 23:33:07,795 - mmaction - INFO - Epoch [145][1860/2147] lr: 8.049e-02, eta: 4 days, 14:27:06, time: 1.536, data_time: 0.006, memory: 16628, top1_acc: 0.3920, top5_acc: 0.6705, loss_cls: 2.6761, loss: 2.6761, grad_norm: 2.3638 2021-01-24 23:33:36,380 - mmaction - INFO - Epoch [145][1880/2147] lr: 8.049e-02, eta: 4 days, 14:26:29, time: 1.429, data_time: 0.005, memory: 16628, top1_acc: 0.4196, top5_acc: 0.6625, loss_cls: 2.5930, loss: 2.5930, grad_norm: 2.2994 2021-01-24 23:34:05,443 - mmaction - INFO - Epoch [145][1900/2147] lr: 8.049e-02, eta: 4 days, 14:25:52, time: 1.454, data_time: 0.002, memory: 16628, top1_acc: 0.4268, top5_acc: 0.6692, loss_cls: 2.5847, loss: 2.5847, grad_norm: 2.2772 2021-01-24 23:34:34,627 - mmaction - INFO - Epoch [145][1920/2147] lr: 8.049e-02, eta: 4 days, 14:25:16, time: 1.456, data_time: 0.003, memory: 16628, top1_acc: 0.4098, top5_acc: 0.6571, loss_cls: 2.6403, loss: 2.6403, grad_norm: 2.3173 2021-01-24 23:35:03,739 - mmaction - INFO - Epoch [145][1940/2147] lr: 8.049e-02, eta: 4 days, 14:24:39, time: 1.455, data_time: 0.006, memory: 16628, top1_acc: 0.4049, top5_acc: 0.6589, loss_cls: 2.6659, loss: 2.6659, grad_norm: 2.3001 2021-01-24 23:35:36,018 - mmaction - INFO - Epoch [145][1960/2147] lr: 8.049e-02, eta: 4 days, 14:24:05, time: 1.617, data_time: 0.009, memory: 16628, top1_acc: 0.4121, top5_acc: 0.6487, loss_cls: 2.6712, loss: 2.6712, grad_norm: 2.2662 2021-01-24 23:36:04,807 - mmaction - INFO - Epoch [145][1980/2147] lr: 8.049e-02, eta: 4 days, 14:23:28, time: 1.440, data_time: 0.002, memory: 16628, top1_acc: 0.3946, top5_acc: 0.6406, loss_cls: 2.7060, loss: 2.7060, grad_norm: 2.3233 2021-01-24 23:36:37,535 - mmaction - INFO - Epoch [145][2000/2147] lr: 8.049e-02, eta: 4 days, 14:22:54, time: 1.635, data_time: 0.025, memory: 16628, top1_acc: 0.3937, top5_acc: 0.6531, loss_cls: 2.6965, loss: 2.6965, grad_norm: 2.3366 2021-01-24 23:37:06,453 - mmaction - INFO - Epoch [145][2020/2147] lr: 8.049e-02, eta: 4 days, 14:22:18, time: 1.448, data_time: 0.011, memory: 16628, top1_acc: 0.4098, top5_acc: 0.6473, loss_cls: 2.6808, loss: 2.6808, grad_norm: 2.2736 2021-01-24 23:37:36,013 - mmaction - INFO - Epoch [145][2040/2147] lr: 8.049e-02, eta: 4 days, 14:21:41, time: 1.475, data_time: 0.003, memory: 16628, top1_acc: 0.4071, top5_acc: 0.6647, loss_cls: 2.6393, loss: 2.6393, grad_norm: 2.3102 2021-01-24 23:38:10,046 - mmaction - INFO - Epoch [145][2060/2147] lr: 8.049e-02, eta: 4 days, 14:21:09, time: 1.703, data_time: 0.004, memory: 16628, top1_acc: 0.3946, top5_acc: 0.6598, loss_cls: 2.6839, loss: 2.6839, grad_norm: 2.3888 2021-01-24 23:38:42,115 - mmaction - INFO - Epoch [145][2080/2147] lr: 8.049e-02, eta: 4 days, 14:20:34, time: 1.602, data_time: 0.003, memory: 16628, top1_acc: 0.3996, top5_acc: 0.6513, loss_cls: 2.7056, loss: 2.7056, grad_norm: 2.3701 2021-01-24 23:39:10,934 - mmaction - INFO - Epoch [145][2100/2147] lr: 8.049e-02, eta: 4 days, 14:19:58, time: 1.444, data_time: 0.005, memory: 16628, top1_acc: 0.4156, top5_acc: 0.6625, loss_cls: 2.6198, loss: 2.6198, grad_norm: 2.2568 2021-01-24 23:39:39,609 - mmaction - INFO - Epoch [145][2120/2147] lr: 8.049e-02, eta: 4 days, 14:19:21, time: 1.434, data_time: 0.004, memory: 16628, top1_acc: 0.4027, top5_acc: 0.6603, loss_cls: 2.6807, loss: 2.6807, grad_norm: 2.2989 2021-01-24 23:40:09,947 - mmaction - INFO - Epoch [145][2140/2147] lr: 8.049e-02, eta: 4 days, 14:18:45, time: 1.508, data_time: 0.004, memory: 16628, top1_acc: 0.4246, top5_acc: 0.6777, loss_cls: 2.5875, loss: 2.5875, grad_norm: 2.3076 2021-01-25 00:02:39,371 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-25 00:02:40,628 - mmaction - INFO - top1_acc 0.4688 top5_acc 0.7391 2021-01-25 00:02:40,628 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-25 00:02:40,682 - mmaction - INFO - mean_acc 0.4686 2021-01-25 00:02:40,684 - mmaction - INFO - Now best checkpoint is epoch_145.pth 2021-01-25 00:02:40,693 - mmaction - INFO - Epoch(val) [145][2147] top1_acc: 0.4688, top5_acc: 0.7391, mean_class_accuracy: 0.4686 2021-01-25 00:08:56,509 - mmaction - INFO - Epoch [146][20/2147] lr: 7.929e-02, eta: 4 days, 14:22:13, time: 18.784, data_time: 17.164, memory: 16628, top1_acc: 0.4451, top5_acc: 0.6920, loss_cls: 2.4736, loss: 2.4736, grad_norm: 2.2029 2021-01-25 00:09:26,133 - mmaction - INFO - Epoch [146][40/2147] lr: 7.929e-02, eta: 4 days, 14:21:37, time: 1.472, data_time: 0.011, memory: 16628, top1_acc: 0.4058, top5_acc: 0.6670, loss_cls: 2.6279, loss: 2.6279, grad_norm: 2.3222 2021-01-25 00:09:58,132 - mmaction - INFO - Epoch [146][60/2147] lr: 7.929e-02, eta: 4 days, 14:21:02, time: 1.610, data_time: 0.025, memory: 16628, top1_acc: 0.4107, top5_acc: 0.6737, loss_cls: 2.6077, loss: 2.6077, grad_norm: 2.3190 2021-01-25 00:10:27,572 - mmaction - INFO - Epoch [146][80/2147] lr: 7.929e-02, eta: 4 days, 14:20:26, time: 1.476, data_time: 0.009, memory: 16628, top1_acc: 0.4210, top5_acc: 0.6683, loss_cls: 2.5734, loss: 2.5734, grad_norm: 2.2820 2021-01-25 00:10:56,610 - mmaction - INFO - Epoch [146][100/2147] lr: 7.929e-02, eta: 4 days, 14:19:50, time: 1.450, data_time: 0.002, memory: 16628, top1_acc: 0.4286, top5_acc: 0.6799, loss_cls: 2.5594, loss: 2.5594, grad_norm: 2.3668 2021-01-25 00:11:27,451 - mmaction - INFO - Epoch [146][120/2147] lr: 7.929e-02, eta: 4 days, 14:19:14, time: 1.537, data_time: 0.006, memory: 16628, top1_acc: 0.4018, top5_acc: 0.6710, loss_cls: 2.6567, loss: 2.6567, grad_norm: 2.3796 2021-01-25 00:12:07,275 - mmaction - INFO - Epoch [146][140/2147] lr: 7.929e-02, eta: 4 days, 14:18:46, time: 1.991, data_time: 0.013, memory: 16628, top1_acc: 0.4277, top5_acc: 0.6777, loss_cls: 2.5899, loss: 2.5899, grad_norm: 2.2924 2021-01-25 00:12:42,322 - mmaction - INFO - Epoch [146][160/2147] lr: 7.929e-02, eta: 4 days, 14:18:14, time: 1.756, data_time: 0.021, memory: 16628, top1_acc: 0.3987, top5_acc: 0.6576, loss_cls: 2.6619, loss: 2.6619, grad_norm: 2.3740 2021-01-25 00:13:11,429 - mmaction - INFO - Epoch [146][180/2147] lr: 7.929e-02, eta: 4 days, 14:17:37, time: 1.454, data_time: 0.005, memory: 16628, top1_acc: 0.4121, top5_acc: 0.6687, loss_cls: 2.6111, loss: 2.6111, grad_norm: 2.3310 2021-01-25 00:13:43,253 - mmaction - INFO - Epoch [146][200/2147] lr: 7.929e-02, eta: 4 days, 14:17:03, time: 1.591, data_time: 0.010, memory: 16628, top1_acc: 0.4121, top5_acc: 0.6795, loss_cls: 2.5532, loss: 2.5532, grad_norm: 2.3281 2021-01-25 00:14:16,583 - mmaction - INFO - Epoch [146][220/2147] lr: 7.929e-02, eta: 4 days, 14:16:29, time: 1.660, data_time: 0.006, memory: 16628, top1_acc: 0.4143, top5_acc: 0.6598, loss_cls: 2.6490, loss: 2.6490, grad_norm: 2.3517 2021-01-25 00:14:46,973 - mmaction - INFO - Epoch [146][240/2147] lr: 7.929e-02, eta: 4 days, 14:15:54, time: 1.527, data_time: 0.016, memory: 16628, top1_acc: 0.4187, top5_acc: 0.6594, loss_cls: 2.5973, loss: 2.5973, grad_norm: 2.3340 2021-01-25 00:15:17,065 - mmaction - INFO - Epoch [146][260/2147] lr: 7.929e-02, eta: 4 days, 14:15:18, time: 1.503, data_time: 0.006, memory: 16628, top1_acc: 0.4219, top5_acc: 0.6710, loss_cls: 2.5742, loss: 2.5742, grad_norm: 2.2709 2021-01-25 00:15:46,365 - mmaction - INFO - Epoch [146][280/2147] lr: 7.929e-02, eta: 4 days, 14:14:41, time: 1.465, data_time: 0.007, memory: 16628, top1_acc: 0.3996, top5_acc: 0.6438, loss_cls: 2.7106, loss: 2.7106, grad_norm: 2.3109 2021-01-25 00:16:17,893 - mmaction - INFO - Epoch [146][300/2147] lr: 7.929e-02, eta: 4 days, 14:14:07, time: 1.581, data_time: 0.008, memory: 16628, top1_acc: 0.4080, top5_acc: 0.6571, loss_cls: 2.6409, loss: 2.6409, grad_norm: 2.3177 2021-01-25 00:16:51,579 - mmaction - INFO - Epoch [146][320/2147] lr: 7.929e-02, eta: 4 days, 14:13:34, time: 1.681, data_time: 0.002, memory: 16628, top1_acc: 0.4049, top5_acc: 0.6625, loss_cls: 2.6230, loss: 2.6230, grad_norm: 2.3212 2021-01-25 00:17:20,697 - mmaction - INFO - Epoch [146][340/2147] lr: 7.929e-02, eta: 4 days, 14:12:57, time: 1.453, data_time: 0.007, memory: 16628, top1_acc: 0.4201, top5_acc: 0.6741, loss_cls: 2.5654, loss: 2.5654, grad_norm: 2.3197 2021-01-25 00:17:53,002 - mmaction - INFO - Epoch [146][360/2147] lr: 7.929e-02, eta: 4 days, 14:12:23, time: 1.610, data_time: 0.007, memory: 16628, top1_acc: 0.4152, top5_acc: 0.6652, loss_cls: 2.6590, loss: 2.6590, grad_norm: 2.3076 2021-01-25 00:18:22,477 - mmaction - INFO - Epoch [146][380/2147] lr: 7.929e-02, eta: 4 days, 14:11:47, time: 1.478, data_time: 0.018, memory: 16628, top1_acc: 0.4241, top5_acc: 0.6585, loss_cls: 2.6074, loss: 2.6074, grad_norm: 2.3184 2021-01-25 00:18:52,581 - mmaction - INFO - Epoch [146][400/2147] lr: 7.929e-02, eta: 4 days, 14:11:11, time: 1.508, data_time: 0.009, memory: 16628, top1_acc: 0.3973, top5_acc: 0.6384, loss_cls: 2.7487, loss: 2.7487, grad_norm: 2.2829 2021-01-25 00:19:27,614 - mmaction - INFO - Epoch [146][420/2147] lr: 7.929e-02, eta: 4 days, 14:10:39, time: 1.743, data_time: 0.013, memory: 16628, top1_acc: 0.4098, top5_acc: 0.6518, loss_cls: 2.6860, loss: 2.6860, grad_norm: 2.2599 2021-01-25 00:19:58,465 - mmaction - INFO - Epoch [146][440/2147] lr: 7.929e-02, eta: 4 days, 14:10:03, time: 1.549, data_time: 0.018, memory: 16628, top1_acc: 0.4232, top5_acc: 0.6754, loss_cls: 2.5601, loss: 2.5601, grad_norm: 2.3379 2021-01-25 00:20:29,922 - mmaction - INFO - Epoch [146][460/2147] lr: 7.929e-02, eta: 4 days, 14:09:29, time: 1.578, data_time: 0.013, memory: 16628, top1_acc: 0.4219, top5_acc: 0.6643, loss_cls: 2.6072, loss: 2.6072, grad_norm: 2.3492 2021-01-25 00:20:59,460 - mmaction - INFO - Epoch [146][480/2147] lr: 7.929e-02, eta: 4 days, 14:08:52, time: 1.477, data_time: 0.010, memory: 16628, top1_acc: 0.3937, top5_acc: 0.6594, loss_cls: 2.6857, loss: 2.6857, grad_norm: 2.3803 2021-01-25 00:21:28,650 - mmaction - INFO - Epoch [146][500/2147] lr: 7.929e-02, eta: 4 days, 14:08:16, time: 1.459, data_time: 0.007, memory: 16628, top1_acc: 0.4004, top5_acc: 0.6527, loss_cls: 2.6781, loss: 2.6781, grad_norm: 2.3526 2021-01-25 00:21:59,927 - mmaction - INFO - Epoch [146][520/2147] lr: 7.929e-02, eta: 4 days, 14:07:41, time: 1.566, data_time: 0.004, memory: 16628, top1_acc: 0.4058, top5_acc: 0.6643, loss_cls: 2.6493, loss: 2.6493, grad_norm: 2.3541 2021-01-25 00:22:30,082 - mmaction - INFO - Epoch [146][540/2147] lr: 7.929e-02, eta: 4 days, 14:07:05, time: 1.506, data_time: 0.008, memory: 16628, top1_acc: 0.3902, top5_acc: 0.6437, loss_cls: 2.7637, loss: 2.7637, grad_norm: 2.3507 2021-01-25 00:23:01,567 - mmaction - INFO - Epoch [146][560/2147] lr: 7.929e-02, eta: 4 days, 14:06:30, time: 1.573, data_time: 0.004, memory: 16628, top1_acc: 0.4277, top5_acc: 0.6835, loss_cls: 2.5118, loss: 2.5118, grad_norm: 2.2590 2021-01-25 00:23:33,082 - mmaction - INFO - Epoch [146][580/2147] lr: 7.929e-02, eta: 4 days, 14:05:56, time: 1.578, data_time: 0.008, memory: 16628, top1_acc: 0.4045, top5_acc: 0.6522, loss_cls: 2.6454, loss: 2.6454, grad_norm: 2.3554 2021-01-25 00:24:02,061 - mmaction - INFO - Epoch [146][600/2147] lr: 7.929e-02, eta: 4 days, 14:05:19, time: 1.449, data_time: 0.005, memory: 16628, top1_acc: 0.3969, top5_acc: 0.6612, loss_cls: 2.6255, loss: 2.6255, grad_norm: 2.3566 2021-01-25 00:24:34,266 - mmaction - INFO - Epoch [146][620/2147] lr: 7.929e-02, eta: 4 days, 14:04:45, time: 1.607, data_time: 0.007, memory: 16628, top1_acc: 0.4036, top5_acc: 0.6549, loss_cls: 2.7011, loss: 2.7011, grad_norm: 2.2946 2021-01-25 00:25:03,462 - mmaction - INFO - Epoch [146][640/2147] lr: 7.929e-02, eta: 4 days, 14:04:08, time: 1.461, data_time: 0.015, memory: 16628, top1_acc: 0.4116, top5_acc: 0.6536, loss_cls: 2.6729, loss: 2.6729, grad_norm: 2.3030 2021-01-25 00:25:34,749 - mmaction - INFO - Epoch [146][660/2147] lr: 7.929e-02, eta: 4 days, 14:03:33, time: 1.566, data_time: 0.008, memory: 16628, top1_acc: 0.4027, top5_acc: 0.6603, loss_cls: 2.6372, loss: 2.6372, grad_norm: 2.3351 2021-01-25 00:26:03,709 - mmaction - INFO - Epoch [146][680/2147] lr: 7.929e-02, eta: 4 days, 14:02:57, time: 1.449, data_time: 0.004, memory: 16628, top1_acc: 0.4040, top5_acc: 0.6701, loss_cls: 2.6073, loss: 2.6073, grad_norm: 2.3591 2021-01-25 00:26:34,977 - mmaction - INFO - Epoch [146][700/2147] lr: 7.929e-02, eta: 4 days, 14:02:22, time: 1.565, data_time: 0.008, memory: 16628, top1_acc: 0.4116, top5_acc: 0.6500, loss_cls: 2.6439, loss: 2.6439, grad_norm: 2.2913 2021-01-25 00:27:05,406 - mmaction - INFO - Epoch [146][720/2147] lr: 7.929e-02, eta: 4 days, 14:01:46, time: 1.517, data_time: 0.003, memory: 16628, top1_acc: 0.4134, top5_acc: 0.6754, loss_cls: 2.5685, loss: 2.5685, grad_norm: 2.3752 2021-01-25 00:27:36,360 - mmaction - INFO - Epoch [146][740/2147] lr: 7.929e-02, eta: 4 days, 14:01:11, time: 1.550, data_time: 0.005, memory: 16628, top1_acc: 0.3951, top5_acc: 0.6683, loss_cls: 2.6844, loss: 2.6844, grad_norm: 2.4022 2021-01-25 00:28:07,200 - mmaction - INFO - Epoch [146][760/2147] lr: 7.929e-02, eta: 4 days, 14:00:36, time: 1.541, data_time: 0.004, memory: 16628, top1_acc: 0.4232, top5_acc: 0.6812, loss_cls: 2.5546, loss: 2.5546, grad_norm: 2.3197 2021-01-25 00:28:36,937 - mmaction - INFO - Epoch [146][780/2147] lr: 7.929e-02, eta: 4 days, 14:00:00, time: 1.489, data_time: 0.009, memory: 16628, top1_acc: 0.4205, top5_acc: 0.6589, loss_cls: 2.6155, loss: 2.6155, grad_norm: 2.3713 2021-01-25 00:29:06,561 - mmaction - INFO - Epoch [146][800/2147] lr: 7.929e-02, eta: 4 days, 13:59:24, time: 1.475, data_time: 0.003, memory: 16628, top1_acc: 0.4054, top5_acc: 0.6598, loss_cls: 2.6363, loss: 2.6363, grad_norm: 2.3032 2021-01-25 00:29:36,384 - mmaction - INFO - Epoch [146][820/2147] lr: 7.929e-02, eta: 4 days, 13:58:48, time: 1.495, data_time: 0.009, memory: 16628, top1_acc: 0.4000, top5_acc: 0.6446, loss_cls: 2.6771, loss: 2.6771, grad_norm: 2.3365 2021-01-25 00:30:06,842 - mmaction - INFO - Epoch [146][840/2147] lr: 7.929e-02, eta: 4 days, 13:58:12, time: 1.526, data_time: 0.007, memory: 16628, top1_acc: 0.4156, top5_acc: 0.6679, loss_cls: 2.6104, loss: 2.6104, grad_norm: 2.3047 2021-01-25 00:30:38,956 - mmaction - INFO - Epoch [146][860/2147] lr: 7.929e-02, eta: 4 days, 13:57:38, time: 1.606, data_time: 0.006, memory: 16628, top1_acc: 0.4009, top5_acc: 0.6375, loss_cls: 2.7236, loss: 2.7236, grad_norm: 2.3842 2021-01-25 00:31:10,161 - mmaction - INFO - Epoch [146][880/2147] lr: 7.929e-02, eta: 4 days, 13:57:03, time: 1.554, data_time: 0.003, memory: 16628, top1_acc: 0.4312, top5_acc: 0.6844, loss_cls: 2.5029, loss: 2.5029, grad_norm: 2.2531 2021-01-25 00:31:45,814 - mmaction - INFO - Epoch [146][900/2147] lr: 7.929e-02, eta: 4 days, 13:56:31, time: 1.773, data_time: 0.009, memory: 16628, top1_acc: 0.3960, top5_acc: 0.6531, loss_cls: 2.7212, loss: 2.7212, grad_norm: 2.3175 2021-01-25 00:32:14,694 - mmaction - INFO - Epoch [146][920/2147] lr: 7.929e-02, eta: 4 days, 13:55:55, time: 1.458, data_time: 0.018, memory: 16628, top1_acc: 0.3933, top5_acc: 0.6518, loss_cls: 2.6796, loss: 2.6796, grad_norm: 2.2819 2021-01-25 00:32:45,016 - mmaction - INFO - Epoch [146][940/2147] lr: 7.929e-02, eta: 4 days, 13:55:19, time: 1.518, data_time: 0.005, memory: 16628, top1_acc: 0.4134, top5_acc: 0.6554, loss_cls: 2.6235, loss: 2.6235, grad_norm: 2.2484 2021-01-25 00:33:14,878 - mmaction - INFO - Epoch [146][960/2147] lr: 7.929e-02, eta: 4 days, 13:54:43, time: 1.493, data_time: 0.004, memory: 16628, top1_acc: 0.4147, top5_acc: 0.6576, loss_cls: 2.6412, loss: 2.6412, grad_norm: 2.3055 2021-01-25 00:33:44,257 - mmaction - INFO - Epoch [146][980/2147] lr: 7.929e-02, eta: 4 days, 13:54:07, time: 1.468, data_time: 0.011, memory: 16628, top1_acc: 0.4205, top5_acc: 0.6683, loss_cls: 2.6386, loss: 2.6386, grad_norm: 2.2732 2021-01-25 00:34:14,933 - mmaction - INFO - Epoch [146][1000/2147] lr: 7.929e-02, eta: 4 days, 13:53:31, time: 1.532, data_time: 0.003, memory: 16628, top1_acc: 0.4317, top5_acc: 0.6616, loss_cls: 2.5845, loss: 2.5845, grad_norm: 2.2718 2021-01-25 00:34:46,767 - mmaction - INFO - Epoch [146][1020/2147] lr: 7.929e-02, eta: 4 days, 13:52:57, time: 1.591, data_time: 0.007, memory: 16628, top1_acc: 0.4188, top5_acc: 0.6804, loss_cls: 2.5528, loss: 2.5528, grad_norm: 2.3309 2021-01-25 00:35:15,814 - mmaction - INFO - Epoch [146][1040/2147] lr: 7.929e-02, eta: 4 days, 13:52:20, time: 1.454, data_time: 0.011, memory: 16628, top1_acc: 0.3960, top5_acc: 0.6670, loss_cls: 2.6482, loss: 2.6482, grad_norm: 2.2960 2021-01-25 00:35:47,832 - mmaction - INFO - Epoch [146][1060/2147] lr: 7.929e-02, eta: 4 days, 13:51:46, time: 1.602, data_time: 0.004, memory: 16628, top1_acc: 0.4121, top5_acc: 0.6594, loss_cls: 2.6297, loss: 2.6297, grad_norm: 2.2982 2021-01-25 00:36:16,700 - mmaction - INFO - Epoch [146][1080/2147] lr: 7.929e-02, eta: 4 days, 13:51:09, time: 1.442, data_time: 0.003, memory: 16628, top1_acc: 0.4246, top5_acc: 0.6795, loss_cls: 2.5931, loss: 2.5931, grad_norm: 2.3042 2021-01-25 00:36:49,799 - mmaction - INFO - Epoch [146][1100/2147] lr: 7.929e-02, eta: 4 days, 13:50:35, time: 1.651, data_time: 0.014, memory: 16628, top1_acc: 0.3920, top5_acc: 0.6585, loss_cls: 2.6226, loss: 2.6226, grad_norm: 2.3431 2021-01-25 00:37:19,969 - mmaction - INFO - Epoch [146][1120/2147] lr: 7.929e-02, eta: 4 days, 13:50:00, time: 1.513, data_time: 0.012, memory: 16628, top1_acc: 0.3991, top5_acc: 0.6554, loss_cls: 2.6658, loss: 2.6658, grad_norm: 2.3206 2021-01-25 00:37:49,258 - mmaction - INFO - Epoch [146][1140/2147] lr: 7.929e-02, eta: 4 days, 13:49:23, time: 1.463, data_time: 0.004, memory: 16628, top1_acc: 0.4263, top5_acc: 0.6705, loss_cls: 2.6129, loss: 2.6129, grad_norm: 2.3336 2021-01-25 00:38:19,924 - mmaction - INFO - Epoch [146][1160/2147] lr: 7.929e-02, eta: 4 days, 13:48:48, time: 1.524, data_time: 0.002, memory: 16628, top1_acc: 0.4121, top5_acc: 0.6522, loss_cls: 2.6358, loss: 2.6358, grad_norm: 2.3699 2021-01-25 00:38:51,190 - mmaction - INFO - Epoch [146][1180/2147] lr: 7.929e-02, eta: 4 days, 13:48:13, time: 1.572, data_time: 0.031, memory: 16628, top1_acc: 0.4018, top5_acc: 0.6629, loss_cls: 2.6147, loss: 2.6147, grad_norm: 2.3287 2021-01-25 00:39:21,859 - mmaction - INFO - Epoch [146][1200/2147] lr: 7.929e-02, eta: 4 days, 13:47:38, time: 1.536, data_time: 0.004, memory: 16628, top1_acc: 0.4196, top5_acc: 0.6580, loss_cls: 2.6017, loss: 2.6017, grad_norm: 2.3243 2021-01-25 00:39:50,868 - mmaction - INFO - Epoch [146][1220/2147] lr: 7.929e-02, eta: 4 days, 13:47:01, time: 1.447, data_time: 0.002, memory: 16628, top1_acc: 0.4174, top5_acc: 0.6750, loss_cls: 2.6043, loss: 2.6043, grad_norm: 2.3374 2021-01-25 00:40:22,347 - mmaction - INFO - Epoch [146][1240/2147] lr: 7.929e-02, eta: 4 days, 13:46:26, time: 1.576, data_time: 0.013, memory: 16628, top1_acc: 0.3937, top5_acc: 0.6281, loss_cls: 2.7494, loss: 2.7494, grad_norm: 2.3071 2021-01-25 00:40:53,847 - mmaction - INFO - Epoch [146][1260/2147] lr: 7.929e-02, eta: 4 days, 13:45:52, time: 1.575, data_time: 0.011, memory: 16628, top1_acc: 0.4170, top5_acc: 0.6607, loss_cls: 2.5980, loss: 2.5980, grad_norm: 2.2818 2021-01-25 00:41:25,010 - mmaction - INFO - Epoch [146][1280/2147] lr: 7.929e-02, eta: 4 days, 13:45:17, time: 1.557, data_time: 0.007, memory: 16628, top1_acc: 0.4290, top5_acc: 0.6830, loss_cls: 2.5051, loss: 2.5051, grad_norm: 2.3017 2021-01-25 00:41:59,298 - mmaction - INFO - Epoch [146][1300/2147] lr: 7.929e-02, eta: 4 days, 13:44:44, time: 1.712, data_time: 0.004, memory: 16628, top1_acc: 0.4192, top5_acc: 0.6710, loss_cls: 2.6191, loss: 2.6191, grad_norm: 2.3189 2021-01-25 00:42:30,606 - mmaction - INFO - Epoch [146][1320/2147] lr: 7.929e-02, eta: 4 days, 13:44:09, time: 1.560, data_time: 0.008, memory: 16628, top1_acc: 0.4027, top5_acc: 0.6558, loss_cls: 2.6727, loss: 2.6727, grad_norm: 2.3320 2021-01-25 00:43:00,150 - mmaction - INFO - Epoch [146][1340/2147] lr: 7.929e-02, eta: 4 days, 13:43:33, time: 1.478, data_time: 0.015, memory: 16628, top1_acc: 0.4241, top5_acc: 0.6585, loss_cls: 2.6072, loss: 2.6072, grad_norm: 2.2696 2021-01-25 00:43:31,075 - mmaction - INFO - Epoch [146][1360/2147] lr: 7.929e-02, eta: 4 days, 13:42:58, time: 1.554, data_time: 0.014, memory: 16628, top1_acc: 0.4054, top5_acc: 0.6585, loss_cls: 2.6578, loss: 2.6578, grad_norm: 2.2795 2021-01-25 00:44:00,094 - mmaction - INFO - Epoch [146][1380/2147] lr: 7.929e-02, eta: 4 days, 13:42:21, time: 1.452, data_time: 0.005, memory: 16628, top1_acc: 0.4094, top5_acc: 0.6625, loss_cls: 2.6048, loss: 2.6048, grad_norm: 2.3324 2021-01-25 00:44:29,110 - mmaction - INFO - Epoch [146][1400/2147] lr: 7.929e-02, eta: 4 days, 13:41:44, time: 1.448, data_time: 0.003, memory: 16628, top1_acc: 0.3911, top5_acc: 0.6384, loss_cls: 2.7137, loss: 2.7137, grad_norm: 2.3043 2021-01-25 00:45:03,109 - mmaction - INFO - Epoch [146][1420/2147] lr: 7.929e-02, eta: 4 days, 13:41:12, time: 1.703, data_time: 0.011, memory: 16628, top1_acc: 0.3893, top5_acc: 0.6500, loss_cls: 2.6787, loss: 2.6787, grad_norm: 2.3031 2021-01-25 00:45:33,805 - mmaction - INFO - Epoch [146][1440/2147] lr: 7.929e-02, eta: 4 days, 13:40:36, time: 1.532, data_time: 0.003, memory: 16628, top1_acc: 0.4085, top5_acc: 0.6509, loss_cls: 2.6581, loss: 2.6581, grad_norm: 2.3221 2021-01-25 00:46:03,379 - mmaction - INFO - Epoch [146][1460/2147] lr: 7.929e-02, eta: 4 days, 13:40:00, time: 1.481, data_time: 0.004, memory: 16628, top1_acc: 0.4156, top5_acc: 0.6692, loss_cls: 2.6262, loss: 2.6262, grad_norm: 2.2976 2021-01-25 00:46:33,465 - mmaction - INFO - Epoch [146][1480/2147] lr: 7.929e-02, eta: 4 days, 13:39:24, time: 1.485, data_time: 0.004, memory: 16628, top1_acc: 0.4107, top5_acc: 0.6723, loss_cls: 2.5961, loss: 2.5961, grad_norm: 2.3589 2021-01-25 00:47:09,092 - mmaction - INFO - Epoch [146][1500/2147] lr: 7.929e-02, eta: 4 days, 13:38:53, time: 1.798, data_time: 0.048, memory: 16628, top1_acc: 0.3866, top5_acc: 0.6482, loss_cls: 2.6969, loss: 2.6969, grad_norm: 2.3302 2021-01-25 00:47:40,284 - mmaction - INFO - Epoch [146][1520/2147] lr: 7.929e-02, eta: 4 days, 13:38:18, time: 1.562, data_time: 0.006, memory: 16628, top1_acc: 0.4089, top5_acc: 0.6607, loss_cls: 2.6324, loss: 2.6324, grad_norm: 2.3148 2021-01-25 00:48:11,418 - mmaction - INFO - Epoch [146][1540/2147] lr: 7.929e-02, eta: 4 days, 13:37:43, time: 1.556, data_time: 0.019, memory: 16628, top1_acc: 0.4183, top5_acc: 0.6808, loss_cls: 2.5675, loss: 2.5675, grad_norm: 2.3247 2021-01-25 00:48:41,981 - mmaction - INFO - Epoch [146][1560/2147] lr: 7.929e-02, eta: 4 days, 13:37:07, time: 1.524, data_time: 0.003, memory: 16628, top1_acc: 0.4085, top5_acc: 0.6603, loss_cls: 2.6617, loss: 2.6617, grad_norm: 2.3349 2021-01-25 00:49:12,213 - mmaction - INFO - Epoch [146][1580/2147] lr: 7.929e-02, eta: 4 days, 13:36:32, time: 1.508, data_time: 0.009, memory: 16628, top1_acc: 0.4121, top5_acc: 0.6661, loss_cls: 2.6154, loss: 2.6154, grad_norm: 2.3939 2021-01-25 00:49:41,448 - mmaction - INFO - Epoch [146][1600/2147] lr: 7.929e-02, eta: 4 days, 13:35:55, time: 1.467, data_time: 0.013, memory: 16628, top1_acc: 0.4219, top5_acc: 0.6670, loss_cls: 2.5574, loss: 2.5574, grad_norm: 2.2689 2021-01-25 00:50:10,602 - mmaction - INFO - Epoch [146][1620/2147] lr: 7.929e-02, eta: 4 days, 13:35:19, time: 1.455, data_time: 0.005, memory: 16628, top1_acc: 0.4018, top5_acc: 0.6603, loss_cls: 2.6436, loss: 2.6436, grad_norm: 2.3910 2021-01-25 00:50:40,572 - mmaction - INFO - Epoch [146][1640/2147] lr: 7.929e-02, eta: 4 days, 13:34:43, time: 1.497, data_time: 0.008, memory: 16628, top1_acc: 0.4076, top5_acc: 0.6509, loss_cls: 2.6449, loss: 2.6449, grad_norm: 2.3473 2021-01-25 00:51:09,737 - mmaction - INFO - Epoch [146][1660/2147] lr: 7.929e-02, eta: 4 days, 13:34:06, time: 1.464, data_time: 0.013, memory: 16628, top1_acc: 0.4071, top5_acc: 0.6487, loss_cls: 2.6847, loss: 2.6847, grad_norm: 2.3258 2021-01-25 00:51:45,732 - mmaction - INFO - Epoch [146][1680/2147] lr: 7.929e-02, eta: 4 days, 13:33:34, time: 1.754, data_time: 0.004, memory: 16628, top1_acc: 0.4295, top5_acc: 0.6763, loss_cls: 2.5653, loss: 2.5653, grad_norm: 2.3345 2021-01-25 00:52:16,378 - mmaction - INFO - Epoch [146][1700/2147] lr: 7.929e-02, eta: 4 days, 13:33:00, time: 1.579, data_time: 0.051, memory: 16628, top1_acc: 0.4174, top5_acc: 0.6638, loss_cls: 2.6268, loss: 2.6268, grad_norm: 2.3017 2021-01-25 00:52:45,245 - mmaction - INFO - Epoch [146][1720/2147] lr: 7.929e-02, eta: 4 days, 13:32:23, time: 1.442, data_time: 0.005, memory: 16628, top1_acc: 0.4339, top5_acc: 0.6616, loss_cls: 2.6011, loss: 2.6011, grad_norm: 2.2873 2021-01-25 00:53:19,401 - mmaction - INFO - Epoch [146][1740/2147] lr: 7.929e-02, eta: 4 days, 13:31:50, time: 1.709, data_time: 0.015, memory: 16628, top1_acc: 0.4299, top5_acc: 0.6795, loss_cls: 2.5436, loss: 2.5436, grad_norm: 2.3030 2021-01-25 00:53:50,389 - mmaction - INFO - Epoch [146][1760/2147] lr: 7.929e-02, eta: 4 days, 13:31:15, time: 1.548, data_time: 0.008, memory: 16628, top1_acc: 0.4022, top5_acc: 0.6549, loss_cls: 2.6345, loss: 2.6345, grad_norm: 2.3375 2021-01-25 00:54:19,277 - mmaction - INFO - Epoch [146][1780/2147] lr: 7.929e-02, eta: 4 days, 13:30:38, time: 1.444, data_time: 0.005, memory: 16628, top1_acc: 0.4085, top5_acc: 0.6379, loss_cls: 2.6837, loss: 2.6837, grad_norm: 2.3237 2021-01-25 00:54:54,015 - mmaction - INFO - Epoch [146][1800/2147] lr: 7.929e-02, eta: 4 days, 13:30:06, time: 1.735, data_time: 0.006, memory: 16628, top1_acc: 0.4121, top5_acc: 0.6746, loss_cls: 2.5846, loss: 2.5846, grad_norm: 2.2971 2021-01-25 00:55:22,766 - mmaction - INFO - Epoch [146][1820/2147] lr: 7.929e-02, eta: 4 days, 13:29:29, time: 1.438, data_time: 0.011, memory: 16628, top1_acc: 0.4143, top5_acc: 0.6781, loss_cls: 2.5718, loss: 2.5718, grad_norm: 2.3668 2021-01-25 00:55:52,366 - mmaction - INFO - Epoch [146][1840/2147] lr: 7.929e-02, eta: 4 days, 13:28:53, time: 1.480, data_time: 0.006, memory: 16628, top1_acc: 0.4018, top5_acc: 0.6549, loss_cls: 2.6353, loss: 2.6353, grad_norm: 2.3104 2021-01-25 00:56:23,970 - mmaction - INFO - Epoch [146][1860/2147] lr: 7.929e-02, eta: 4 days, 13:28:19, time: 1.583, data_time: 0.005, memory: 16628, top1_acc: 0.4183, top5_acc: 0.6768, loss_cls: 2.6013, loss: 2.6013, grad_norm: 2.2356 2021-01-25 00:56:54,547 - mmaction - INFO - Epoch [146][1880/2147] lr: 7.929e-02, eta: 4 days, 13:27:43, time: 1.529, data_time: 0.002, memory: 16628, top1_acc: 0.4018, top5_acc: 0.6589, loss_cls: 2.6610, loss: 2.6610, grad_norm: 2.2937 2021-01-25 00:57:23,922 - mmaction - INFO - Epoch [146][1900/2147] lr: 7.929e-02, eta: 4 days, 13:27:07, time: 1.469, data_time: 0.002, memory: 16628, top1_acc: 0.4094, top5_acc: 0.6679, loss_cls: 2.6019, loss: 2.6019, grad_norm: 2.2970 2021-01-25 00:57:53,540 - mmaction - INFO - Epoch [146][1920/2147] lr: 7.929e-02, eta: 4 days, 13:26:31, time: 1.481, data_time: 0.003, memory: 16628, top1_acc: 0.4152, top5_acc: 0.6558, loss_cls: 2.6431, loss: 2.6431, grad_norm: 2.3173 2021-01-25 00:58:25,845 - mmaction - INFO - Epoch [146][1940/2147] lr: 7.929e-02, eta: 4 days, 13:25:56, time: 1.606, data_time: 0.002, memory: 16628, top1_acc: 0.4076, top5_acc: 0.6478, loss_cls: 2.6769, loss: 2.6769, grad_norm: 2.3331 2021-01-25 00:58:57,226 - mmaction - INFO - Epoch [146][1960/2147] lr: 7.929e-02, eta: 4 days, 13:25:22, time: 1.577, data_time: 0.012, memory: 16628, top1_acc: 0.4058, top5_acc: 0.6549, loss_cls: 2.6391, loss: 2.6391, grad_norm: 2.2316 2021-01-25 00:59:25,827 - mmaction - INFO - Epoch [146][1980/2147] lr: 7.929e-02, eta: 4 days, 13:24:45, time: 1.430, data_time: 0.003, memory: 16628, top1_acc: 0.4121, top5_acc: 0.6687, loss_cls: 2.6168, loss: 2.6168, grad_norm: 2.2632 2021-01-25 00:59:58,703 - mmaction - INFO - Epoch [146][2000/2147] lr: 7.929e-02, eta: 4 days, 13:24:11, time: 1.642, data_time: 0.008, memory: 16628, top1_acc: 0.4143, top5_acc: 0.6594, loss_cls: 2.6337, loss: 2.6337, grad_norm: 2.2595 2021-01-25 01:00:27,658 - mmaction - INFO - Epoch [146][2020/2147] lr: 7.929e-02, eta: 4 days, 13:23:35, time: 1.447, data_time: 0.009, memory: 16628, top1_acc: 0.4174, top5_acc: 0.6607, loss_cls: 2.5930, loss: 2.5930, grad_norm: 2.2667 2021-01-25 01:01:00,729 - mmaction - INFO - Epoch [146][2040/2147] lr: 7.929e-02, eta: 4 days, 13:23:01, time: 1.653, data_time: 0.009, memory: 16628, top1_acc: 0.4281, top5_acc: 0.6634, loss_cls: 2.5924, loss: 2.5924, grad_norm: 2.3303 2021-01-25 01:01:33,685 - mmaction - INFO - Epoch [146][2060/2147] lr: 7.929e-02, eta: 4 days, 13:22:26, time: 1.557, data_time: 0.012, memory: 16628, top1_acc: 0.3929, top5_acc: 0.6496, loss_cls: 2.7027, loss: 2.7027, grad_norm: 2.3316 2021-01-25 01:02:05,044 - mmaction - INFO - Epoch [146][2080/2147] lr: 7.929e-02, eta: 4 days, 13:21:53, time: 1.661, data_time: 0.096, memory: 16628, top1_acc: 0.4076, top5_acc: 0.6589, loss_cls: 2.6657, loss: 2.6657, grad_norm: 2.3222 2021-01-25 01:02:39,161 - mmaction - INFO - Epoch [146][2100/2147] lr: 7.929e-02, eta: 4 days, 13:21:20, time: 1.704, data_time: 0.003, memory: 16628, top1_acc: 0.4080, top5_acc: 0.6616, loss_cls: 2.6279, loss: 2.6279, grad_norm: 2.3283 2021-01-25 01:03:09,916 - mmaction - INFO - Epoch [146][2120/2147] lr: 7.929e-02, eta: 4 days, 13:20:45, time: 1.538, data_time: 0.006, memory: 16628, top1_acc: 0.4054, top5_acc: 0.6424, loss_cls: 2.6731, loss: 2.6731, grad_norm: 2.4029 2021-01-25 01:03:44,124 - mmaction - INFO - Epoch [146][2140/2147] lr: 7.929e-02, eta: 4 days, 13:20:12, time: 1.705, data_time: 0.007, memory: 16628, top1_acc: 0.3987, top5_acc: 0.6455, loss_cls: 2.7277, loss: 2.7277, grad_norm: 2.3571 2021-01-25 01:09:55,220 - mmaction - INFO - Epoch [147][20/2147] lr: 7.809e-02, eta: 4 days, 13:23:13, time: 17.274, data_time: 15.586, memory: 16628, top1_acc: 0.4196, top5_acc: 0.6692, loss_cls: 2.5734, loss: 2.5734, grad_norm: 2.2960 2021-01-25 01:10:27,183 - mmaction - INFO - Epoch [147][40/2147] lr: 7.809e-02, eta: 4 days, 13:22:39, time: 1.600, data_time: 0.015, memory: 16628, top1_acc: 0.4094, top5_acc: 0.6719, loss_cls: 2.6005, loss: 2.6005, grad_norm: 2.3554 2021-01-25 01:10:57,109 - mmaction - INFO - Epoch [147][60/2147] lr: 7.809e-02, eta: 4 days, 13:22:03, time: 1.495, data_time: 0.003, memory: 16628, top1_acc: 0.4290, top5_acc: 0.6830, loss_cls: 2.5282, loss: 2.5282, grad_norm: 2.3016 2021-01-25 01:11:27,732 - mmaction - INFO - Epoch [147][80/2147] lr: 7.809e-02, eta: 4 days, 13:21:28, time: 1.534, data_time: 0.005, memory: 16628, top1_acc: 0.4214, top5_acc: 0.6813, loss_cls: 2.5495, loss: 2.5495, grad_norm: 2.3813 2021-01-25 01:11:59,025 - mmaction - INFO - Epoch [147][100/2147] lr: 7.809e-02, eta: 4 days, 13:20:53, time: 1.562, data_time: 0.002, memory: 16628, top1_acc: 0.4161, top5_acc: 0.6607, loss_cls: 2.5965, loss: 2.5965, grad_norm: 2.4112 2021-01-25 01:12:29,500 - mmaction - INFO - Epoch [147][120/2147] lr: 7.809e-02, eta: 4 days, 13:20:17, time: 1.523, data_time: 0.012, memory: 16628, top1_acc: 0.4196, top5_acc: 0.6746, loss_cls: 2.5669, loss: 2.5669, grad_norm: 2.3653 2021-01-25 01:12:58,603 - mmaction - INFO - Epoch [147][140/2147] lr: 7.809e-02, eta: 4 days, 13:19:41, time: 1.460, data_time: 0.007, memory: 16628, top1_acc: 0.4330, top5_acc: 0.6746, loss_cls: 2.5260, loss: 2.5260, grad_norm: 2.3422 2021-01-25 01:13:27,668 - mmaction - INFO - Epoch [147][160/2147] lr: 7.809e-02, eta: 4 days, 13:19:04, time: 1.443, data_time: 0.016, memory: 16628, top1_acc: 0.4165, top5_acc: 0.6634, loss_cls: 2.5942, loss: 2.5942, grad_norm: 2.3049 2021-01-25 01:13:58,155 - mmaction - INFO - Epoch [147][180/2147] lr: 7.809e-02, eta: 4 days, 13:18:28, time: 1.533, data_time: 0.014, memory: 16628, top1_acc: 0.4134, top5_acc: 0.6522, loss_cls: 2.5960, loss: 2.5960, grad_norm: 2.3159 2021-01-25 01:14:27,169 - mmaction - INFO - Epoch [147][200/2147] lr: 7.809e-02, eta: 4 days, 13:17:52, time: 1.452, data_time: 0.007, memory: 16628, top1_acc: 0.4192, top5_acc: 0.6567, loss_cls: 2.6335, loss: 2.6335, grad_norm: 2.3416 2021-01-25 01:14:56,108 - mmaction - INFO - Epoch [147][220/2147] lr: 7.809e-02, eta: 4 days, 13:17:15, time: 1.447, data_time: 0.002, memory: 16628, top1_acc: 0.4067, top5_acc: 0.6670, loss_cls: 2.5919, loss: 2.5919, grad_norm: 2.3405 2021-01-25 01:15:28,076 - mmaction - INFO - Epoch [147][240/2147] lr: 7.809e-02, eta: 4 days, 13:16:41, time: 1.597, data_time: 0.006, memory: 16628, top1_acc: 0.4388, top5_acc: 0.6893, loss_cls: 2.5154, loss: 2.5154, grad_norm: 2.3185 2021-01-25 01:15:57,190 - mmaction - INFO - Epoch [147][260/2147] lr: 7.809e-02, eta: 4 days, 13:16:04, time: 1.451, data_time: 0.009, memory: 16628, top1_acc: 0.4147, top5_acc: 0.6603, loss_cls: 2.5908, loss: 2.5908, grad_norm: 2.3398 2021-01-25 01:16:28,084 - mmaction - INFO - Epoch [147][280/2147] lr: 7.809e-02, eta: 4 days, 13:15:29, time: 1.551, data_time: 0.008, memory: 16628, top1_acc: 0.3973, top5_acc: 0.6482, loss_cls: 2.6627, loss: 2.6627, grad_norm: 2.3051 2021-01-25 01:17:01,739 - mmaction - INFO - Epoch [147][300/2147] lr: 7.809e-02, eta: 4 days, 13:14:56, time: 1.682, data_time: 0.004, memory: 16628, top1_acc: 0.4183, top5_acc: 0.6661, loss_cls: 2.5695, loss: 2.5695, grad_norm: 2.3288 2021-01-25 01:17:33,018 - mmaction - INFO - Epoch [147][320/2147] lr: 7.809e-02, eta: 4 days, 13:14:21, time: 1.565, data_time: 0.002, memory: 16628, top1_acc: 0.4134, top5_acc: 0.6580, loss_cls: 2.6448, loss: 2.6448, grad_norm: 2.3262 2021-01-25 01:18:02,334 - mmaction - INFO - Epoch [147][340/2147] lr: 7.809e-02, eta: 4 days, 13:13:45, time: 1.464, data_time: 0.003, memory: 16628, top1_acc: 0.4210, top5_acc: 0.6647, loss_cls: 2.5972, loss: 2.5972, grad_norm: 2.2736 2021-01-25 01:18:32,722 - mmaction - INFO - Epoch [147][360/2147] lr: 7.809e-02, eta: 4 days, 13:13:09, time: 1.521, data_time: 0.003, memory: 16628, top1_acc: 0.4174, top5_acc: 0.6661, loss_cls: 2.5872, loss: 2.5872, grad_norm: 2.3662 2021-01-25 01:19:01,910 - mmaction - INFO - Epoch [147][380/2147] lr: 7.809e-02, eta: 4 days, 13:12:33, time: 1.459, data_time: 0.014, memory: 16628, top1_acc: 0.4103, top5_acc: 0.6705, loss_cls: 2.5707, loss: 2.5707, grad_norm: 2.3655 2021-01-25 01:19:34,189 - mmaction - INFO - Epoch [147][400/2147] lr: 7.809e-02, eta: 4 days, 13:11:58, time: 1.614, data_time: 0.003, memory: 16628, top1_acc: 0.4183, top5_acc: 0.6741, loss_cls: 2.6125, loss: 2.6125, grad_norm: 2.3351 2021-01-25 01:20:03,282 - mmaction - INFO - Epoch [147][420/2147] lr: 7.809e-02, eta: 4 days, 13:11:22, time: 1.447, data_time: 0.006, memory: 16628, top1_acc: 0.4174, top5_acc: 0.6629, loss_cls: 2.6043, loss: 2.6043, grad_norm: 2.3684 2021-01-25 01:20:31,855 - mmaction - INFO - Epoch [147][440/2147] lr: 7.809e-02, eta: 4 days, 13:10:45, time: 1.437, data_time: 0.010, memory: 16628, top1_acc: 0.3946, top5_acc: 0.6518, loss_cls: 2.6616, loss: 2.6616, grad_norm: 2.3465 2021-01-25 01:21:01,315 - mmaction - INFO - Epoch [147][460/2147] lr: 7.809e-02, eta: 4 days, 13:10:09, time: 1.470, data_time: 0.029, memory: 16628, top1_acc: 0.4071, top5_acc: 0.6656, loss_cls: 2.6377, loss: 2.6377, grad_norm: 2.3380 2021-01-25 01:21:37,247 - mmaction - INFO - Epoch [147][480/2147] lr: 7.809e-02, eta: 4 days, 13:09:37, time: 1.795, data_time: 0.006, memory: 16628, top1_acc: 0.4107, top5_acc: 0.6656, loss_cls: 2.6057, loss: 2.6057, grad_norm: 2.3173 2021-01-25 01:22:12,570 - mmaction - INFO - Epoch [147][500/2147] lr: 7.809e-02, eta: 4 days, 13:09:05, time: 1.762, data_time: 0.007, memory: 16628, top1_acc: 0.4116, top5_acc: 0.6580, loss_cls: 2.6194, loss: 2.6194, grad_norm: 2.3070 2021-01-25 01:22:43,069 - mmaction - INFO - Epoch [147][520/2147] lr: 7.809e-02, eta: 4 days, 13:08:30, time: 1.529, data_time: 0.010, memory: 16628, top1_acc: 0.4121, top5_acc: 0.6777, loss_cls: 2.5769, loss: 2.5769, grad_norm: 2.3261 2021-01-25 01:23:13,729 - mmaction - INFO - Epoch [147][540/2147] lr: 7.809e-02, eta: 4 days, 13:07:54, time: 1.526, data_time: 0.007, memory: 16628, top1_acc: 0.4179, top5_acc: 0.6741, loss_cls: 2.5639, loss: 2.5639, grad_norm: 2.3196 2021-01-25 01:23:43,077 - mmaction - INFO - Epoch [147][560/2147] lr: 7.809e-02, eta: 4 days, 13:07:18, time: 1.476, data_time: 0.016, memory: 16628, top1_acc: 0.4192, top5_acc: 0.6594, loss_cls: 2.5879, loss: 2.5879, grad_norm: 2.3204 2021-01-25 01:24:12,715 - mmaction - INFO - Epoch [147][580/2147] lr: 7.809e-02, eta: 4 days, 13:06:42, time: 1.481, data_time: 0.004, memory: 16628, top1_acc: 0.3924, top5_acc: 0.6598, loss_cls: 2.6821, loss: 2.6821, grad_norm: 2.4038 2021-01-25 01:24:44,487 - mmaction - INFO - Epoch [147][600/2147] lr: 7.809e-02, eta: 4 days, 13:06:08, time: 1.591, data_time: 0.012, memory: 16628, top1_acc: 0.4188, top5_acc: 0.6679, loss_cls: 2.6093, loss: 2.6093, grad_norm: 2.3432 2021-01-25 01:25:14,874 - mmaction - INFO - Epoch [147][620/2147] lr: 7.809e-02, eta: 4 days, 13:05:32, time: 1.519, data_time: 0.004, memory: 16628, top1_acc: 0.4254, top5_acc: 0.6562, loss_cls: 2.6415, loss: 2.6415, grad_norm: 2.4138 2021-01-25 01:25:45,933 - mmaction - INFO - Epoch [147][640/2147] lr: 7.809e-02, eta: 4 days, 13:04:57, time: 1.552, data_time: 0.008, memory: 16628, top1_acc: 0.4009, top5_acc: 0.6594, loss_cls: 2.6656, loss: 2.6656, grad_norm: 2.3505 2021-01-25 01:26:15,017 - mmaction - INFO - Epoch [147][660/2147] lr: 7.809e-02, eta: 4 days, 13:04:20, time: 1.456, data_time: 0.012, memory: 16628, top1_acc: 0.4223, top5_acc: 0.6647, loss_cls: 2.5970, loss: 2.5970, grad_norm: 2.2980 2021-01-25 01:26:45,154 - mmaction - INFO - Epoch [147][680/2147] lr: 7.809e-02, eta: 4 days, 13:03:45, time: 1.507, data_time: 0.003, memory: 16628, top1_acc: 0.4134, top5_acc: 0.6634, loss_cls: 2.6376, loss: 2.6376, grad_norm: 2.3551 2021-01-25 01:27:13,950 - mmaction - INFO - Epoch [147][700/2147] lr: 7.809e-02, eta: 4 days, 13:03:08, time: 1.440, data_time: 0.004, memory: 16628, top1_acc: 0.4205, top5_acc: 0.6714, loss_cls: 2.5736, loss: 2.5736, grad_norm: 2.2891 2021-01-25 01:27:43,157 - mmaction - INFO - Epoch [147][720/2147] lr: 7.809e-02, eta: 4 days, 13:02:32, time: 1.461, data_time: 0.007, memory: 16628, top1_acc: 0.4156, top5_acc: 0.6536, loss_cls: 2.5995, loss: 2.5995, grad_norm: 2.3091 2021-01-25 01:28:13,409 - mmaction - INFO - Epoch [147][740/2147] lr: 7.809e-02, eta: 4 days, 13:01:56, time: 1.510, data_time: 0.004, memory: 16628, top1_acc: 0.4286, top5_acc: 0.6728, loss_cls: 2.5493, loss: 2.5493, grad_norm: 2.3315 2021-01-25 01:28:42,094 - mmaction - INFO - Epoch [147][760/2147] lr: 7.809e-02, eta: 4 days, 13:01:19, time: 1.436, data_time: 0.005, memory: 16628, top1_acc: 0.4013, top5_acc: 0.6603, loss_cls: 2.6882, loss: 2.6882, grad_norm: 2.3769 2021-01-25 01:29:10,976 - mmaction - INFO - Epoch [147][780/2147] lr: 7.809e-02, eta: 4 days, 13:00:42, time: 1.443, data_time: 0.008, memory: 16628, top1_acc: 0.4214, top5_acc: 0.6705, loss_cls: 2.6076, loss: 2.6076, grad_norm: 2.3557 2021-01-25 01:29:40,361 - mmaction - INFO - Epoch [147][800/2147] lr: 7.809e-02, eta: 4 days, 13:00:06, time: 1.468, data_time: 0.003, memory: 16628, top1_acc: 0.4062, top5_acc: 0.6464, loss_cls: 2.6795, loss: 2.6795, grad_norm: 2.3458 2021-01-25 01:30:09,398 - mmaction - INFO - Epoch [147][820/2147] lr: 7.809e-02, eta: 4 days, 12:59:29, time: 1.454, data_time: 0.005, memory: 16628, top1_acc: 0.4080, top5_acc: 0.6536, loss_cls: 2.6884, loss: 2.6884, grad_norm: 2.3490 2021-01-25 01:30:39,491 - mmaction - INFO - Epoch [147][840/2147] lr: 7.809e-02, eta: 4 days, 12:58:54, time: 1.502, data_time: 0.004, memory: 16628, top1_acc: 0.4067, top5_acc: 0.6705, loss_cls: 2.6083, loss: 2.6083, grad_norm: 2.3353 2021-01-25 01:31:11,253 - mmaction - INFO - Epoch [147][860/2147] lr: 7.809e-02, eta: 4 days, 12:58:19, time: 1.590, data_time: 0.018, memory: 16628, top1_acc: 0.3920, top5_acc: 0.6562, loss_cls: 2.6738, loss: 2.6738, grad_norm: 2.3156 2021-01-25 01:31:49,224 - mmaction - INFO - Epoch [147][880/2147] lr: 7.809e-02, eta: 4 days, 12:57:49, time: 1.895, data_time: 0.004, memory: 16628, top1_acc: 0.4000, top5_acc: 0.6536, loss_cls: 2.6724, loss: 2.6724, grad_norm: 2.3491 2021-01-25 01:32:20,299 - mmaction - INFO - Epoch [147][900/2147] lr: 7.809e-02, eta: 4 days, 12:57:14, time: 1.556, data_time: 0.006, memory: 16628, top1_acc: 0.4295, top5_acc: 0.6692, loss_cls: 2.5755, loss: 2.5755, grad_norm: 2.3105 2021-01-25 01:32:50,911 - mmaction - INFO - Epoch [147][920/2147] lr: 7.809e-02, eta: 4 days, 12:56:39, time: 1.532, data_time: 0.004, memory: 16628, top1_acc: 0.4174, top5_acc: 0.6741, loss_cls: 2.5569, loss: 2.5569, grad_norm: 2.4061 2021-01-25 01:33:23,247 - mmaction - INFO - Epoch [147][940/2147] lr: 7.809e-02, eta: 4 days, 12:56:05, time: 1.610, data_time: 0.002, memory: 16628, top1_acc: 0.4121, top5_acc: 0.6674, loss_cls: 2.5682, loss: 2.5682, grad_norm: 2.3494 2021-01-25 01:33:53,799 - mmaction - INFO - Epoch [147][960/2147] lr: 7.809e-02, eta: 4 days, 12:55:29, time: 1.531, data_time: 0.011, memory: 16628, top1_acc: 0.4103, top5_acc: 0.6647, loss_cls: 2.6183, loss: 2.6183, grad_norm: 2.3463 2021-01-25 01:34:25,966 - mmaction - INFO - Epoch [147][980/2147] lr: 7.809e-02, eta: 4 days, 12:54:55, time: 1.609, data_time: 0.020, memory: 16628, top1_acc: 0.4116, top5_acc: 0.6768, loss_cls: 2.5641, loss: 2.5641, grad_norm: 2.3767 2021-01-25 01:34:56,120 - mmaction - INFO - Epoch [147][1000/2147] lr: 7.809e-02, eta: 4 days, 12:54:19, time: 1.509, data_time: 0.007, memory: 16628, top1_acc: 0.4031, top5_acc: 0.6545, loss_cls: 2.6470, loss: 2.6470, grad_norm: 2.3375 2021-01-25 01:35:25,123 - mmaction - INFO - Epoch [147][1020/2147] lr: 7.809e-02, eta: 4 days, 12:53:43, time: 1.449, data_time: 0.004, memory: 16628, top1_acc: 0.4170, top5_acc: 0.6616, loss_cls: 2.6056, loss: 2.6056, grad_norm: 2.3546 2021-01-25 01:35:55,126 - mmaction - INFO - Epoch [147][1040/2147] lr: 7.809e-02, eta: 4 days, 12:53:07, time: 1.500, data_time: 0.011, memory: 16628, top1_acc: 0.4152, top5_acc: 0.6647, loss_cls: 2.6247, loss: 2.6247, grad_norm: 2.3717 2021-01-25 01:36:26,145 - mmaction - INFO - Epoch [147][1060/2147] lr: 7.809e-02, eta: 4 days, 12:52:32, time: 1.552, data_time: 0.007, memory: 16628, top1_acc: 0.4129, top5_acc: 0.6397, loss_cls: 2.6571, loss: 2.6571, grad_norm: 2.2890 2021-01-25 01:37:00,589 - mmaction - INFO - Epoch [147][1080/2147] lr: 7.809e-02, eta: 4 days, 12:51:59, time: 1.722, data_time: 0.006, memory: 16628, top1_acc: 0.4054, top5_acc: 0.6504, loss_cls: 2.6638, loss: 2.6638, grad_norm: 2.3372 2021-01-25 01:37:30,146 - mmaction - INFO - Epoch [147][1100/2147] lr: 7.809e-02, eta: 4 days, 12:51:23, time: 1.478, data_time: 0.004, memory: 16628, top1_acc: 0.4232, top5_acc: 0.6518, loss_cls: 2.6142, loss: 2.6142, grad_norm: 2.2901 2021-01-25 01:38:00,217 - mmaction - INFO - Epoch [147][1120/2147] lr: 7.809e-02, eta: 4 days, 12:50:47, time: 1.498, data_time: 0.007, memory: 16628, top1_acc: 0.4103, top5_acc: 0.6576, loss_cls: 2.6948, loss: 2.6948, grad_norm: 2.3184 2021-01-25 01:38:30,743 - mmaction - INFO - Epoch [147][1140/2147] lr: 7.809e-02, eta: 4 days, 12:50:12, time: 1.532, data_time: 0.009, memory: 16628, top1_acc: 0.4246, top5_acc: 0.6674, loss_cls: 2.5658, loss: 2.5658, grad_norm: 2.2673 2021-01-25 01:39:01,938 - mmaction - INFO - Epoch [147][1160/2147] lr: 7.809e-02, eta: 4 days, 12:49:37, time: 1.558, data_time: 0.003, memory: 16628, top1_acc: 0.4295, top5_acc: 0.6786, loss_cls: 2.5646, loss: 2.5646, grad_norm: 2.3041 2021-01-25 01:39:31,793 - mmaction - INFO - Epoch [147][1180/2147] lr: 7.809e-02, eta: 4 days, 12:49:01, time: 1.490, data_time: 0.005, memory: 16628, top1_acc: 0.4107, top5_acc: 0.6562, loss_cls: 2.6562, loss: 2.6562, grad_norm: 2.3627 2021-01-25 01:40:02,715 - mmaction - INFO - Epoch [147][1200/2147] lr: 7.809e-02, eta: 4 days, 12:48:26, time: 1.551, data_time: 0.008, memory: 16628, top1_acc: 0.4304, top5_acc: 0.6812, loss_cls: 2.5552, loss: 2.5552, grad_norm: 2.3757 2021-01-25 01:40:31,471 - mmaction - INFO - Epoch [147][1220/2147] lr: 7.809e-02, eta: 4 days, 12:47:49, time: 1.436, data_time: 0.006, memory: 16628, top1_acc: 0.4076, top5_acc: 0.6518, loss_cls: 2.6996, loss: 2.6996, grad_norm: 2.3753 2021-01-25 01:41:00,692 - mmaction - INFO - Epoch [147][1240/2147] lr: 7.809e-02, eta: 4 days, 12:47:13, time: 1.463, data_time: 0.007, memory: 16628, top1_acc: 0.4210, top5_acc: 0.6692, loss_cls: 2.5473, loss: 2.5473, grad_norm: 2.3354 2021-01-25 01:41:33,634 - mmaction - INFO - Epoch [147][1260/2147] lr: 7.809e-02, eta: 4 days, 12:46:38, time: 1.584, data_time: 0.003, memory: 16628, top1_acc: 0.4054, top5_acc: 0.6728, loss_cls: 2.5868, loss: 2.5868, grad_norm: 2.3467 2021-01-25 01:42:04,126 - mmaction - INFO - Epoch [147][1280/2147] lr: 7.809e-02, eta: 4 days, 12:46:04, time: 1.586, data_time: 0.066, memory: 16628, top1_acc: 0.4009, top5_acc: 0.6433, loss_cls: 2.7215, loss: 2.7215, grad_norm: 2.3297 2021-01-25 01:42:33,672 - mmaction - INFO - Epoch [147][1300/2147] lr: 7.809e-02, eta: 4 days, 12:45:27, time: 1.480, data_time: 0.007, memory: 16628, top1_acc: 0.3879, top5_acc: 0.6500, loss_cls: 2.7026, loss: 2.7026, grad_norm: 2.3387 2021-01-25 01:43:03,802 - mmaction - INFO - Epoch [147][1320/2147] lr: 7.809e-02, eta: 4 days, 12:44:52, time: 1.502, data_time: 0.002, memory: 16628, top1_acc: 0.4228, top5_acc: 0.6585, loss_cls: 2.6358, loss: 2.6358, grad_norm: 2.2757 2021-01-25 01:43:33,006 - mmaction - INFO - Epoch [147][1340/2147] lr: 7.809e-02, eta: 4 days, 12:44:15, time: 1.462, data_time: 0.007, memory: 16628, top1_acc: 0.4183, top5_acc: 0.6683, loss_cls: 2.5888, loss: 2.5888, grad_norm: 2.2606 2021-01-25 01:44:02,205 - mmaction - INFO - Epoch [147][1360/2147] lr: 7.809e-02, eta: 4 days, 12:43:39, time: 1.463, data_time: 0.005, memory: 16628, top1_acc: 0.3929, top5_acc: 0.6420, loss_cls: 2.7004, loss: 2.7004, grad_norm: 2.2950 2021-01-25 01:44:31,214 - mmaction - INFO - Epoch [147][1380/2147] lr: 7.809e-02, eta: 4 days, 12:43:02, time: 1.450, data_time: 0.002, memory: 16628, top1_acc: 0.4112, top5_acc: 0.6629, loss_cls: 2.6301, loss: 2.6301, grad_norm: 2.3488 2021-01-25 01:45:00,236 - mmaction - INFO - Epoch [147][1400/2147] lr: 7.809e-02, eta: 4 days, 12:42:26, time: 1.451, data_time: 0.004, memory: 16628, top1_acc: 0.4326, top5_acc: 0.6687, loss_cls: 2.5993, loss: 2.5993, grad_norm: 2.3257 2021-01-25 01:45:30,644 - mmaction - INFO - Epoch [147][1420/2147] lr: 7.809e-02, eta: 4 days, 12:41:50, time: 1.520, data_time: 0.036, memory: 16628, top1_acc: 0.4058, top5_acc: 0.6540, loss_cls: 2.6599, loss: 2.6599, grad_norm: 2.3027 2021-01-25 01:46:02,160 - mmaction - INFO - Epoch [147][1440/2147] lr: 7.809e-02, eta: 4 days, 12:41:15, time: 1.576, data_time: 0.003, memory: 16628, top1_acc: 0.4071, top5_acc: 0.6629, loss_cls: 2.6375, loss: 2.6375, grad_norm: 2.3079 2021-01-25 01:46:31,007 - mmaction - INFO - Epoch [147][1460/2147] lr: 7.809e-02, eta: 4 days, 12:40:39, time: 1.438, data_time: 0.004, memory: 16628, top1_acc: 0.4143, top5_acc: 0.6759, loss_cls: 2.5896, loss: 2.5896, grad_norm: 2.3073 2021-01-25 01:47:03,564 - mmaction - INFO - Epoch [147][1480/2147] lr: 7.809e-02, eta: 4 days, 12:40:05, time: 1.629, data_time: 0.052, memory: 16628, top1_acc: 0.4094, top5_acc: 0.6562, loss_cls: 2.6693, loss: 2.6693, grad_norm: 2.3337 2021-01-25 01:47:38,851 - mmaction - INFO - Epoch [147][1500/2147] lr: 7.809e-02, eta: 4 days, 12:39:33, time: 1.760, data_time: 0.014, memory: 16628, top1_acc: 0.3987, top5_acc: 0.6545, loss_cls: 2.6516, loss: 2.6516, grad_norm: 2.3452 2021-01-25 01:48:08,226 - mmaction - INFO - Epoch [147][1520/2147] lr: 7.809e-02, eta: 4 days, 12:38:57, time: 1.474, data_time: 0.014, memory: 16628, top1_acc: 0.4054, top5_acc: 0.6522, loss_cls: 2.6820, loss: 2.6820, grad_norm: 2.3562 2021-01-25 01:48:38,717 - mmaction - INFO - Epoch [147][1540/2147] lr: 7.809e-02, eta: 4 days, 12:38:21, time: 1.523, data_time: 0.008, memory: 16628, top1_acc: 0.4076, top5_acc: 0.6554, loss_cls: 2.6370, loss: 2.6370, grad_norm: 2.3153 2021-01-25 01:49:08,232 - mmaction - INFO - Epoch [147][1560/2147] lr: 7.809e-02, eta: 4 days, 12:37:45, time: 1.474, data_time: 0.006, memory: 16628, top1_acc: 0.4067, top5_acc: 0.6509, loss_cls: 2.6690, loss: 2.6690, grad_norm: 2.3245 2021-01-25 01:49:38,053 - mmaction - INFO - Epoch [147][1580/2147] lr: 7.809e-02, eta: 4 days, 12:37:09, time: 1.496, data_time: 0.008, memory: 16628, top1_acc: 0.3987, top5_acc: 0.6482, loss_cls: 2.6915, loss: 2.6915, grad_norm: 2.3413 2021-01-25 01:50:06,958 - mmaction - INFO - Epoch [147][1600/2147] lr: 7.809e-02, eta: 4 days, 12:36:32, time: 1.444, data_time: 0.003, memory: 16628, top1_acc: 0.4036, top5_acc: 0.6522, loss_cls: 2.6762, loss: 2.6762, grad_norm: 2.3502 2021-01-25 01:50:37,998 - mmaction - INFO - Epoch [147][1620/2147] lr: 7.809e-02, eta: 4 days, 12:35:57, time: 1.549, data_time: 0.005, memory: 16628, top1_acc: 0.4179, top5_acc: 0.6750, loss_cls: 2.5683, loss: 2.5683, grad_norm: 2.2485 2021-01-25 01:51:09,408 - mmaction - INFO - Epoch [147][1640/2147] lr: 7.809e-02, eta: 4 days, 12:35:23, time: 1.570, data_time: 0.009, memory: 16628, top1_acc: 0.4143, top5_acc: 0.6607, loss_cls: 2.6300, loss: 2.6300, grad_norm: 2.3050 2021-01-25 01:51:41,010 - mmaction - INFO - Epoch [147][1660/2147] lr: 7.809e-02, eta: 4 days, 12:34:47, time: 1.492, data_time: 0.069, memory: 16628, top1_acc: 0.4129, top5_acc: 0.6536, loss_cls: 2.6642, loss: 2.6642, grad_norm: 2.3467 2021-01-25 01:52:13,027 - mmaction - INFO - Epoch [147][1680/2147] lr: 7.809e-02, eta: 4 days, 12:34:14, time: 1.687, data_time: 0.110, memory: 16628, top1_acc: 0.4210, top5_acc: 0.6719, loss_cls: 2.5937, loss: 2.5937, grad_norm: 2.2912 2021-01-25 01:52:44,006 - mmaction - INFO - Epoch [147][1700/2147] lr: 7.809e-02, eta: 4 days, 12:33:38, time: 1.546, data_time: 0.013, memory: 16628, top1_acc: 0.4156, top5_acc: 0.6692, loss_cls: 2.6205, loss: 2.6205, grad_norm: 2.3235 2021-01-25 01:53:13,198 - mmaction - INFO - Epoch [147][1720/2147] lr: 7.809e-02, eta: 4 days, 12:33:02, time: 1.463, data_time: 0.013, memory: 16628, top1_acc: 0.4161, top5_acc: 0.6616, loss_cls: 2.6581, loss: 2.6581, grad_norm: 2.3469 2021-01-25 01:53:45,526 - mmaction - INFO - Epoch [147][1740/2147] lr: 7.809e-02, eta: 4 days, 12:32:28, time: 1.615, data_time: 0.010, memory: 16628, top1_acc: 0.4277, top5_acc: 0.6741, loss_cls: 2.5631, loss: 2.5631, grad_norm: 2.2798 2021-01-25 01:54:18,109 - mmaction - INFO - Epoch [147][1760/2147] lr: 7.809e-02, eta: 4 days, 12:31:54, time: 1.631, data_time: 0.017, memory: 16628, top1_acc: 0.4304, top5_acc: 0.6687, loss_cls: 2.5994, loss: 2.5994, grad_norm: 2.3323 2021-01-25 01:54:48,057 - mmaction - INFO - Epoch [147][1780/2147] lr: 7.809e-02, eta: 4 days, 12:31:18, time: 1.498, data_time: 0.014, memory: 16628, top1_acc: 0.4214, top5_acc: 0.6687, loss_cls: 2.5618, loss: 2.5618, grad_norm: 2.3578 2021-01-25 01:55:16,719 - mmaction - INFO - Epoch [147][1800/2147] lr: 7.809e-02, eta: 4 days, 12:30:42, time: 1.437, data_time: 0.009, memory: 16628, top1_acc: 0.3978, top5_acc: 0.6438, loss_cls: 2.6644, loss: 2.6644, grad_norm: 2.2916 2021-01-25 01:55:45,525 - mmaction - INFO - Epoch [147][1820/2147] lr: 7.809e-02, eta: 4 days, 12:30:05, time: 1.442, data_time: 0.003, memory: 16628, top1_acc: 0.4067, top5_acc: 0.6536, loss_cls: 2.7018, loss: 2.7018, grad_norm: 2.3396 2021-01-25 01:56:15,295 - mmaction - INFO - Epoch [147][1840/2147] lr: 7.809e-02, eta: 4 days, 12:29:29, time: 1.484, data_time: 0.005, memory: 16628, top1_acc: 0.3946, top5_acc: 0.6406, loss_cls: 2.7377, loss: 2.7377, grad_norm: 2.3394 2021-01-25 01:56:46,148 - mmaction - INFO - Epoch [147][1860/2147] lr: 7.809e-02, eta: 4 days, 12:28:54, time: 1.537, data_time: 0.009, memory: 16628, top1_acc: 0.4170, top5_acc: 0.6687, loss_cls: 2.5664, loss: 2.5664, grad_norm: 2.3421 2021-01-25 01:57:16,568 - mmaction - INFO - Epoch [147][1880/2147] lr: 7.809e-02, eta: 4 days, 12:28:18, time: 1.527, data_time: 0.012, memory: 16628, top1_acc: 0.4268, top5_acc: 0.6705, loss_cls: 2.5519, loss: 2.5519, grad_norm: 2.2553 2021-01-25 01:57:47,269 - mmaction - INFO - Epoch [147][1900/2147] lr: 7.809e-02, eta: 4 days, 12:27:43, time: 1.538, data_time: 0.010, memory: 16628, top1_acc: 0.4000, top5_acc: 0.6446, loss_cls: 2.6768, loss: 2.6768, grad_norm: 2.3662 2021-01-25 01:58:17,156 - mmaction - INFO - Epoch [147][1920/2147] lr: 7.809e-02, eta: 4 days, 12:27:07, time: 1.488, data_time: 0.003, memory: 16628, top1_acc: 0.4062, top5_acc: 0.6518, loss_cls: 2.6849, loss: 2.6849, grad_norm: 2.2599 2021-01-25 01:58:46,519 - mmaction - INFO - Epoch [147][1940/2147] lr: 7.809e-02, eta: 4 days, 12:26:31, time: 1.472, data_time: 0.011, memory: 16628, top1_acc: 0.3812, top5_acc: 0.6295, loss_cls: 2.7886, loss: 2.7886, grad_norm: 2.3619 2021-01-25 01:59:18,769 - mmaction - INFO - Epoch [147][1960/2147] lr: 7.809e-02, eta: 4 days, 12:25:56, time: 1.609, data_time: 0.010, memory: 16628, top1_acc: 0.4143, top5_acc: 0.6643, loss_cls: 2.6223, loss: 2.6223, grad_norm: 2.3095 2021-01-25 01:59:50,868 - mmaction - INFO - Epoch [147][1980/2147] lr: 7.809e-02, eta: 4 days, 12:25:22, time: 1.609, data_time: 0.018, memory: 16628, top1_acc: 0.4179, top5_acc: 0.6732, loss_cls: 2.5835, loss: 2.5835, grad_norm: 2.3351 2021-01-25 02:00:21,811 - mmaction - INFO - Epoch [147][2000/2147] lr: 7.809e-02, eta: 4 days, 12:24:47, time: 1.548, data_time: 0.010, memory: 16628, top1_acc: 0.4009, top5_acc: 0.6643, loss_cls: 2.6492, loss: 2.6492, grad_norm: 2.4223 2021-01-25 02:00:54,151 - mmaction - INFO - Epoch [147][2020/2147] lr: 7.809e-02, eta: 4 days, 12:24:13, time: 1.618, data_time: 0.009, memory: 16628, top1_acc: 0.4022, top5_acc: 0.6638, loss_cls: 2.6554, loss: 2.6554, grad_norm: 2.4042 2021-01-25 02:01:25,280 - mmaction - INFO - Epoch [147][2040/2147] lr: 7.809e-02, eta: 4 days, 12:23:38, time: 1.555, data_time: 0.006, memory: 16628, top1_acc: 0.4165, top5_acc: 0.6621, loss_cls: 2.6004, loss: 2.6004, grad_norm: 2.3146 2021-01-25 02:01:56,514 - mmaction - INFO - Epoch [147][2060/2147] lr: 7.809e-02, eta: 4 days, 12:23:03, time: 1.564, data_time: 0.008, memory: 16628, top1_acc: 0.4210, top5_acc: 0.6754, loss_cls: 2.5981, loss: 2.5981, grad_norm: 2.3937 2021-01-25 02:02:26,861 - mmaction - INFO - Epoch [147][2080/2147] lr: 7.809e-02, eta: 4 days, 12:22:28, time: 1.513, data_time: 0.004, memory: 16628, top1_acc: 0.4040, top5_acc: 0.6424, loss_cls: 2.7309, loss: 2.7309, grad_norm: 2.4049 2021-01-25 02:02:56,509 - mmaction - INFO - Epoch [147][2100/2147] lr: 7.809e-02, eta: 4 days, 12:21:52, time: 1.485, data_time: 0.007, memory: 16628, top1_acc: 0.4027, top5_acc: 0.6621, loss_cls: 2.6536, loss: 2.6536, grad_norm: 2.4208 2021-01-25 02:03:27,200 - mmaction - INFO - Epoch [147][2120/2147] lr: 7.809e-02, eta: 4 days, 12:21:16, time: 1.536, data_time: 0.007, memory: 16628, top1_acc: 0.3884, top5_acc: 0.6402, loss_cls: 2.7219, loss: 2.7219, grad_norm: 2.3518 2021-01-25 02:03:57,154 - mmaction - INFO - Epoch [147][2140/2147] lr: 7.809e-02, eta: 4 days, 12:20:41, time: 1.498, data_time: 0.004, memory: 16628, top1_acc: 0.4138, top5_acc: 0.6621, loss_cls: 2.6064, loss: 2.6064, grad_norm: 2.2889 2021-01-25 02:10:18,654 - mmaction - INFO - Epoch [148][20/2147] lr: 7.689e-02, eta: 4 days, 12:23:45, time: 17.718, data_time: 15.826, memory: 16628, top1_acc: 0.4286, top5_acc: 0.6679, loss_cls: 2.5698, loss: 2.5698, grad_norm: 2.3155 2021-01-25 02:10:48,240 - mmaction - INFO - Epoch [148][40/2147] lr: 7.689e-02, eta: 4 days, 12:23:09, time: 1.489, data_time: 0.016, memory: 16628, top1_acc: 0.4290, top5_acc: 0.6710, loss_cls: 2.5556, loss: 2.5556, grad_norm: 2.2733 2021-01-25 02:11:19,181 - mmaction - INFO - Epoch [148][60/2147] lr: 7.689e-02, eta: 4 days, 12:22:34, time: 1.547, data_time: 0.004, memory: 16628, top1_acc: 0.4304, top5_acc: 0.6830, loss_cls: 2.5319, loss: 2.5319, grad_norm: 2.3088 2021-01-25 02:11:54,726 - mmaction - INFO - Epoch [148][80/2147] lr: 7.689e-02, eta: 4 days, 12:22:01, time: 1.695, data_time: 0.006, memory: 16628, top1_acc: 0.4196, top5_acc: 0.6554, loss_cls: 2.6123, loss: 2.6123, grad_norm: 2.3163 2021-01-25 02:12:24,393 - mmaction - INFO - Epoch [148][100/2147] lr: 7.689e-02, eta: 4 days, 12:21:26, time: 1.563, data_time: 0.087, memory: 16628, top1_acc: 0.4009, top5_acc: 0.6759, loss_cls: 2.5772, loss: 2.5772, grad_norm: 2.3273 2021-01-25 02:12:55,647 - mmaction - INFO - Epoch [148][120/2147] lr: 7.689e-02, eta: 4 days, 12:20:51, time: 1.564, data_time: 0.006, memory: 16628, top1_acc: 0.4201, top5_acc: 0.6536, loss_cls: 2.6278, loss: 2.6278, grad_norm: 2.3838 2021-01-25 02:13:26,957 - mmaction - INFO - Epoch [148][140/2147] lr: 7.689e-02, eta: 4 days, 12:20:16, time: 1.567, data_time: 0.007, memory: 16628, top1_acc: 0.4138, top5_acc: 0.6821, loss_cls: 2.5555, loss: 2.5555, grad_norm: 2.3418 2021-01-25 02:13:56,385 - mmaction - INFO - Epoch [148][160/2147] lr: 7.689e-02, eta: 4 days, 12:19:40, time: 1.473, data_time: 0.004, memory: 16628, top1_acc: 0.4143, top5_acc: 0.6509, loss_cls: 2.6597, loss: 2.6597, grad_norm: 2.2938 2021-01-25 02:14:27,002 - mmaction - INFO - Epoch [148][180/2147] lr: 7.689e-02, eta: 4 days, 12:19:05, time: 1.529, data_time: 0.005, memory: 16628, top1_acc: 0.4183, top5_acc: 0.6768, loss_cls: 2.5642, loss: 2.5642, grad_norm: 2.2986 2021-01-25 02:15:00,204 - mmaction - INFO - Epoch [148][200/2147] lr: 7.689e-02, eta: 4 days, 12:18:31, time: 1.660, data_time: 0.009, memory: 16628, top1_acc: 0.4201, top5_acc: 0.6625, loss_cls: 2.6120, loss: 2.6120, grad_norm: 2.3181 2021-01-25 02:15:31,959 - mmaction - INFO - Epoch [148][220/2147] lr: 7.689e-02, eta: 4 days, 12:17:56, time: 1.582, data_time: 0.008, memory: 16628, top1_acc: 0.4473, top5_acc: 0.6955, loss_cls: 2.4725, loss: 2.4725, grad_norm: 2.2987 2021-01-25 02:16:01,421 - mmaction - INFO - Epoch [148][240/2147] lr: 7.689e-02, eta: 4 days, 12:17:20, time: 1.475, data_time: 0.009, memory: 16628, top1_acc: 0.4388, top5_acc: 0.6848, loss_cls: 2.4887, loss: 2.4887, grad_norm: 2.3341 2021-01-25 02:16:34,975 - mmaction - INFO - Epoch [148][260/2147] lr: 7.689e-02, eta: 4 days, 12:16:45, time: 1.563, data_time: 0.011, memory: 16628, top1_acc: 0.4214, top5_acc: 0.6759, loss_cls: 2.5807, loss: 2.5807, grad_norm: 2.3548 2021-01-25 02:17:04,829 - mmaction - INFO - Epoch [148][280/2147] lr: 7.689e-02, eta: 4 days, 12:16:11, time: 1.612, data_time: 0.128, memory: 16628, top1_acc: 0.4170, top5_acc: 0.6567, loss_cls: 2.6224, loss: 2.6224, grad_norm: 2.2891 2021-01-25 02:17:33,790 - mmaction - INFO - Epoch [148][300/2147] lr: 7.689e-02, eta: 4 days, 12:15:35, time: 1.446, data_time: 0.002, memory: 16628, top1_acc: 0.4223, top5_acc: 0.6714, loss_cls: 2.5806, loss: 2.5806, grad_norm: 2.3398 2021-01-25 02:18:02,954 - mmaction - INFO - Epoch [148][320/2147] lr: 7.689e-02, eta: 4 days, 12:14:58, time: 1.459, data_time: 0.004, memory: 16628, top1_acc: 0.4103, top5_acc: 0.6629, loss_cls: 2.6075, loss: 2.6075, grad_norm: 2.3526 2021-01-25 02:18:32,159 - mmaction - INFO - Epoch [148][340/2147] lr: 7.689e-02, eta: 4 days, 12:14:22, time: 1.459, data_time: 0.004, memory: 16628, top1_acc: 0.4121, top5_acc: 0.6603, loss_cls: 2.6146, loss: 2.6146, grad_norm: 2.3521 2021-01-25 02:19:01,057 - mmaction - INFO - Epoch [148][360/2147] lr: 7.689e-02, eta: 4 days, 12:13:45, time: 1.443, data_time: 0.004, memory: 16628, top1_acc: 0.4098, top5_acc: 0.6571, loss_cls: 2.6515, loss: 2.6515, grad_norm: 2.3558 2021-01-25 02:19:30,695 - mmaction - INFO - Epoch [148][380/2147] lr: 7.689e-02, eta: 4 days, 12:13:09, time: 1.482, data_time: 0.009, memory: 16628, top1_acc: 0.4246, top5_acc: 0.6763, loss_cls: 2.5731, loss: 2.5731, grad_norm: 2.3247 2021-01-25 02:20:01,715 - mmaction - INFO - Epoch [148][400/2147] lr: 7.689e-02, eta: 4 days, 12:12:34, time: 1.549, data_time: 0.014, memory: 16628, top1_acc: 0.4058, top5_acc: 0.6576, loss_cls: 2.6562, loss: 2.6562, grad_norm: 2.3765 2021-01-25 02:20:33,348 - mmaction - INFO - Epoch [148][420/2147] lr: 7.689e-02, eta: 4 days, 12:11:59, time: 1.587, data_time: 0.008, memory: 16628, top1_acc: 0.4098, top5_acc: 0.6661, loss_cls: 2.6604, loss: 2.6604, grad_norm: 2.3505 2021-01-25 02:21:03,424 - mmaction - INFO - Epoch [148][440/2147] lr: 7.689e-02, eta: 4 days, 12:11:24, time: 1.501, data_time: 0.002, memory: 16628, top1_acc: 0.4049, top5_acc: 0.6692, loss_cls: 2.6353, loss: 2.6353, grad_norm: 2.3998 2021-01-25 02:21:32,297 - mmaction - INFO - Epoch [148][460/2147] lr: 7.689e-02, eta: 4 days, 12:10:47, time: 1.445, data_time: 0.004, memory: 16628, top1_acc: 0.4165, top5_acc: 0.6634, loss_cls: 2.6241, loss: 2.6241, grad_norm: 2.3158 2021-01-25 02:22:05,298 - mmaction - INFO - Epoch [148][480/2147] lr: 7.689e-02, eta: 4 days, 12:10:13, time: 1.650, data_time: 0.049, memory: 16628, top1_acc: 0.4045, top5_acc: 0.6522, loss_cls: 2.6521, loss: 2.6521, grad_norm: 2.3245 2021-01-25 02:22:38,677 - mmaction - INFO - Epoch [148][500/2147] lr: 7.689e-02, eta: 4 days, 12:09:40, time: 1.664, data_time: 0.009, memory: 16628, top1_acc: 0.4250, top5_acc: 0.6598, loss_cls: 2.6064, loss: 2.6064, grad_norm: 2.3567 2021-01-25 02:23:08,971 - mmaction - INFO - Epoch [148][520/2147] lr: 7.689e-02, eta: 4 days, 12:09:04, time: 1.519, data_time: 0.010, memory: 16628, top1_acc: 0.3937, top5_acc: 0.6482, loss_cls: 2.6690, loss: 2.6690, grad_norm: 2.4302 2021-01-25 02:23:38,682 - mmaction - INFO - Epoch [148][540/2147] lr: 7.689e-02, eta: 4 days, 12:08:28, time: 1.485, data_time: 0.003, memory: 16628, top1_acc: 0.4170, top5_acc: 0.6679, loss_cls: 2.5408, loss: 2.5408, grad_norm: 2.3667 2021-01-25 02:24:11,751 - mmaction - INFO - Epoch [148][560/2147] lr: 7.689e-02, eta: 4 days, 12:07:55, time: 1.645, data_time: 0.003, memory: 16628, top1_acc: 0.4107, top5_acc: 0.6687, loss_cls: 2.6055, loss: 2.6055, grad_norm: 2.3398 2021-01-25 02:24:43,183 - mmaction - INFO - Epoch [148][580/2147] lr: 7.689e-02, eta: 4 days, 12:07:20, time: 1.569, data_time: 0.011, memory: 16628, top1_acc: 0.4152, top5_acc: 0.6705, loss_cls: 2.5934, loss: 2.5934, grad_norm: 2.3919 2021-01-25 02:25:13,943 - mmaction - INFO - Epoch [148][600/2147] lr: 7.689e-02, eta: 4 days, 12:06:45, time: 1.545, data_time: 0.014, memory: 16628, top1_acc: 0.4138, top5_acc: 0.6665, loss_cls: 2.6441, loss: 2.6441, grad_norm: 2.3996 2021-01-25 02:25:42,883 - mmaction - INFO - Epoch [148][620/2147] lr: 7.689e-02, eta: 4 days, 12:06:08, time: 1.452, data_time: 0.007, memory: 16628, top1_acc: 0.4089, top5_acc: 0.6625, loss_cls: 2.6806, loss: 2.6806, grad_norm: 2.3888 2021-01-25 02:26:11,984 - mmaction - INFO - Epoch [148][640/2147] lr: 7.689e-02, eta: 4 days, 12:05:31, time: 1.442, data_time: 0.003, memory: 16628, top1_acc: 0.4080, top5_acc: 0.6661, loss_cls: 2.6245, loss: 2.6245, grad_norm: 2.3308 2021-01-25 02:26:40,911 - mmaction - INFO - Epoch [148][660/2147] lr: 7.689e-02, eta: 4 days, 12:04:55, time: 1.443, data_time: 0.015, memory: 16628, top1_acc: 0.4040, top5_acc: 0.6634, loss_cls: 2.6353, loss: 2.6353, grad_norm: 2.3274 2021-01-25 02:27:13,831 - mmaction - INFO - Epoch [148][680/2147] lr: 7.689e-02, eta: 4 days, 12:04:21, time: 1.662, data_time: 0.024, memory: 16628, top1_acc: 0.4219, top5_acc: 0.6687, loss_cls: 2.5840, loss: 2.5840, grad_norm: 2.3545 2021-01-25 02:27:43,055 - mmaction - INFO - Epoch [148][700/2147] lr: 7.689e-02, eta: 4 days, 12:03:45, time: 1.459, data_time: 0.004, memory: 16628, top1_acc: 0.4138, top5_acc: 0.6701, loss_cls: 2.5678, loss: 2.5678, grad_norm: 2.2727 2021-01-25 02:28:12,571 - mmaction - INFO - Epoch [148][720/2147] lr: 7.689e-02, eta: 4 days, 12:03:09, time: 1.474, data_time: 0.010, memory: 16628, top1_acc: 0.4080, top5_acc: 0.6656, loss_cls: 2.6159, loss: 2.6159, grad_norm: 2.3233 2021-01-25 02:28:45,285 - mmaction - INFO - Epoch [148][740/2147] lr: 7.689e-02, eta: 4 days, 12:02:35, time: 1.641, data_time: 0.007, memory: 16628, top1_acc: 0.4116, top5_acc: 0.6683, loss_cls: 2.5623, loss: 2.5623, grad_norm: 2.3215 2021-01-25 02:29:14,460 - mmaction - INFO - Epoch [148][760/2147] lr: 7.689e-02, eta: 4 days, 12:01:59, time: 1.456, data_time: 0.002, memory: 16628, top1_acc: 0.4299, top5_acc: 0.6683, loss_cls: 2.5600, loss: 2.5600, grad_norm: 2.3137 2021-01-25 02:29:46,409 - mmaction - INFO - Epoch [148][780/2147] lr: 7.689e-02, eta: 4 days, 12:01:24, time: 1.593, data_time: 0.007, memory: 16628, top1_acc: 0.4125, top5_acc: 0.6603, loss_cls: 2.6410, loss: 2.6410, grad_norm: 2.3402 2021-01-25 02:30:15,329 - mmaction - INFO - Epoch [148][800/2147] lr: 7.689e-02, eta: 4 days, 12:00:48, time: 1.453, data_time: 0.009, memory: 16628, top1_acc: 0.4196, top5_acc: 0.6625, loss_cls: 2.6093, loss: 2.6093, grad_norm: 2.3687 2021-01-25 02:30:46,228 - mmaction - INFO - Epoch [148][820/2147] lr: 7.689e-02, eta: 4 days, 12:00:12, time: 1.524, data_time: 0.009, memory: 16628, top1_acc: 0.4281, top5_acc: 0.6808, loss_cls: 2.5258, loss: 2.5258, grad_norm: 2.3492 2021-01-25 02:31:16,261 - mmaction - INFO - Epoch [148][840/2147] lr: 7.689e-02, eta: 4 days, 11:59:37, time: 1.523, data_time: 0.023, memory: 16628, top1_acc: 0.4348, top5_acc: 0.6759, loss_cls: 2.5469, loss: 2.5469, grad_norm: 2.4030 2021-01-25 02:31:50,421 - mmaction - INFO - Epoch [148][860/2147] lr: 7.689e-02, eta: 4 days, 11:59:04, time: 1.706, data_time: 0.005, memory: 16628, top1_acc: 0.4201, top5_acc: 0.6607, loss_cls: 2.6260, loss: 2.6260, grad_norm: 2.3672 2021-01-25 02:32:19,433 - mmaction - INFO - Epoch [148][880/2147] lr: 7.689e-02, eta: 4 days, 11:58:27, time: 1.453, data_time: 0.008, memory: 16628, top1_acc: 0.4080, top5_acc: 0.6723, loss_cls: 2.5802, loss: 2.5802, grad_norm: 2.3635 2021-01-25 02:32:49,232 - mmaction - INFO - Epoch [148][900/2147] lr: 7.689e-02, eta: 4 days, 11:57:51, time: 1.490, data_time: 0.002, memory: 16628, top1_acc: 0.4201, top5_acc: 0.6656, loss_cls: 2.6077, loss: 2.6077, grad_norm: 2.3608 2021-01-25 02:33:20,430 - mmaction - INFO - Epoch [148][920/2147] lr: 7.689e-02, eta: 4 days, 11:57:16, time: 1.556, data_time: 0.003, memory: 16628, top1_acc: 0.4116, top5_acc: 0.6879, loss_cls: 2.5509, loss: 2.5509, grad_norm: 2.3553 2021-01-25 02:33:52,956 - mmaction - INFO - Epoch [148][940/2147] lr: 7.689e-02, eta: 4 days, 11:56:43, time: 1.629, data_time: 0.005, memory: 16628, top1_acc: 0.4071, top5_acc: 0.6571, loss_cls: 2.6511, loss: 2.6511, grad_norm: 2.3791 2021-01-25 02:34:22,046 - mmaction - INFO - Epoch [148][960/2147] lr: 7.689e-02, eta: 4 days, 11:56:06, time: 1.451, data_time: 0.006, memory: 16628, top1_acc: 0.4054, top5_acc: 0.6545, loss_cls: 2.6983, loss: 2.6983, grad_norm: 2.3645 2021-01-25 02:34:54,408 - mmaction - INFO - Epoch [148][980/2147] lr: 7.689e-02, eta: 4 days, 11:55:32, time: 1.616, data_time: 0.015, memory: 16628, top1_acc: 0.4192, top5_acc: 0.6719, loss_cls: 2.5469, loss: 2.5469, grad_norm: 2.3366 2021-01-25 02:35:24,296 - mmaction - INFO - Epoch [148][1000/2147] lr: 7.689e-02, eta: 4 days, 11:54:56, time: 1.488, data_time: 0.009, memory: 16628, top1_acc: 0.4223, top5_acc: 0.6665, loss_cls: 2.5947, loss: 2.5947, grad_norm: 2.3199 2021-01-25 02:35:57,160 - mmaction - INFO - Epoch [148][1020/2147] lr: 7.689e-02, eta: 4 days, 11:54:22, time: 1.651, data_time: 0.017, memory: 16628, top1_acc: 0.4232, top5_acc: 0.6692, loss_cls: 2.6083, loss: 2.6083, grad_norm: 2.3628 2021-01-25 02:36:26,406 - mmaction - INFO - Epoch [148][1040/2147] lr: 7.689e-02, eta: 4 days, 11:53:46, time: 1.462, data_time: 0.019, memory: 16628, top1_acc: 0.4165, top5_acc: 0.6536, loss_cls: 2.6293, loss: 2.6293, grad_norm: 2.3423 2021-01-25 02:37:00,449 - mmaction - INFO - Epoch [148][1060/2147] lr: 7.689e-02, eta: 4 days, 11:53:13, time: 1.707, data_time: 0.009, memory: 16628, top1_acc: 0.4080, top5_acc: 0.6746, loss_cls: 2.5974, loss: 2.5974, grad_norm: 2.3963 2021-01-25 02:37:34,254 - mmaction - INFO - Epoch [148][1080/2147] lr: 7.689e-02, eta: 4 days, 11:52:40, time: 1.681, data_time: 0.002, memory: 16628, top1_acc: 0.3978, top5_acc: 0.6464, loss_cls: 2.7098, loss: 2.7098, grad_norm: 2.4217 2021-01-25 02:38:03,499 - mmaction - INFO - Epoch [148][1100/2147] lr: 7.689e-02, eta: 4 days, 11:52:04, time: 1.469, data_time: 0.013, memory: 16628, top1_acc: 0.3978, top5_acc: 0.6504, loss_cls: 2.7014, loss: 2.7014, grad_norm: 2.3565 2021-01-25 02:38:32,696 - mmaction - INFO - Epoch [148][1120/2147] lr: 7.689e-02, eta: 4 days, 11:51:27, time: 1.458, data_time: 0.005, memory: 16628, top1_acc: 0.4027, top5_acc: 0.6647, loss_cls: 2.6594, loss: 2.6594, grad_norm: 2.3305 2021-01-25 02:39:01,781 - mmaction - INFO - Epoch [148][1140/2147] lr: 7.689e-02, eta: 4 days, 11:50:51, time: 1.458, data_time: 0.009, memory: 16628, top1_acc: 0.4161, top5_acc: 0.6513, loss_cls: 2.6275, loss: 2.6275, grad_norm: 2.3016 2021-01-25 02:39:32,674 - mmaction - INFO - Epoch [148][1160/2147] lr: 7.689e-02, eta: 4 days, 11:50:16, time: 1.544, data_time: 0.002, memory: 16628, top1_acc: 0.4089, top5_acc: 0.6540, loss_cls: 2.6034, loss: 2.6034, grad_norm: 2.2824 2021-01-25 02:40:02,323 - mmaction - INFO - Epoch [148][1180/2147] lr: 7.689e-02, eta: 4 days, 11:49:40, time: 1.478, data_time: 0.002, memory: 16628, top1_acc: 0.4076, top5_acc: 0.6473, loss_cls: 2.6977, loss: 2.6977, grad_norm: 2.3585 2021-01-25 02:40:32,759 - mmaction - INFO - Epoch [148][1200/2147] lr: 7.689e-02, eta: 4 days, 11:49:04, time: 1.523, data_time: 0.009, memory: 16628, top1_acc: 0.4067, top5_acc: 0.6513, loss_cls: 2.6624, loss: 2.6624, grad_norm: 2.3560 2021-01-25 02:41:04,733 - mmaction - INFO - Epoch [148][1220/2147] lr: 7.689e-02, eta: 4 days, 11:48:30, time: 1.599, data_time: 0.005, memory: 16628, top1_acc: 0.4107, top5_acc: 0.6683, loss_cls: 2.6080, loss: 2.6080, grad_norm: 2.3247 2021-01-25 02:41:34,108 - mmaction - INFO - Epoch [148][1240/2147] lr: 7.689e-02, eta: 4 days, 11:47:54, time: 1.471, data_time: 0.010, memory: 16628, top1_acc: 0.4210, top5_acc: 0.6741, loss_cls: 2.6121, loss: 2.6121, grad_norm: 2.3092 2021-01-25 02:42:09,752 - mmaction - INFO - Epoch [148][1260/2147] lr: 7.689e-02, eta: 4 days, 11:47:22, time: 1.781, data_time: 0.004, memory: 16628, top1_acc: 0.4295, top5_acc: 0.6835, loss_cls: 2.5478, loss: 2.5478, grad_norm: 2.3252 2021-01-25 02:42:39,062 - mmaction - INFO - Epoch [148][1280/2147] lr: 7.689e-02, eta: 4 days, 11:46:46, time: 1.464, data_time: 0.005, memory: 16628, top1_acc: 0.4196, top5_acc: 0.6723, loss_cls: 2.5764, loss: 2.5764, grad_norm: 2.3836 2021-01-25 02:43:08,518 - mmaction - INFO - Epoch [148][1300/2147] lr: 7.689e-02, eta: 4 days, 11:46:10, time: 1.474, data_time: 0.005, memory: 16628, top1_acc: 0.4183, top5_acc: 0.6710, loss_cls: 2.5459, loss: 2.5459, grad_norm: 2.3229 2021-01-25 02:43:39,539 - mmaction - INFO - Epoch [148][1320/2147] lr: 7.689e-02, eta: 4 days, 11:45:35, time: 1.549, data_time: 0.005, memory: 16628, top1_acc: 0.4098, top5_acc: 0.6545, loss_cls: 2.6484, loss: 2.6484, grad_norm: 2.3611 2021-01-25 02:44:10,370 - mmaction - INFO - Epoch [148][1340/2147] lr: 7.689e-02, eta: 4 days, 11:44:59, time: 1.543, data_time: 0.004, memory: 16628, top1_acc: 0.4210, top5_acc: 0.6625, loss_cls: 2.5836, loss: 2.5836, grad_norm: 2.3978 2021-01-25 02:44:41,102 - mmaction - INFO - Epoch [148][1360/2147] lr: 7.689e-02, eta: 4 days, 11:44:24, time: 1.536, data_time: 0.004, memory: 16628, top1_acc: 0.4094, top5_acc: 0.6540, loss_cls: 2.6800, loss: 2.6800, grad_norm: 2.3410 2021-01-25 02:45:11,040 - mmaction - INFO - Epoch [148][1380/2147] lr: 7.689e-02, eta: 4 days, 11:43:48, time: 1.499, data_time: 0.006, memory: 16628, top1_acc: 0.4165, top5_acc: 0.6674, loss_cls: 2.6005, loss: 2.6005, grad_norm: 2.3993 2021-01-25 02:45:41,275 - mmaction - INFO - Epoch [148][1400/2147] lr: 7.689e-02, eta: 4 days, 11:43:13, time: 1.511, data_time: 0.004, memory: 16628, top1_acc: 0.4071, top5_acc: 0.6750, loss_cls: 2.6138, loss: 2.6138, grad_norm: 2.3724 2021-01-25 02:46:10,104 - mmaction - INFO - Epoch [148][1420/2147] lr: 7.689e-02, eta: 4 days, 11:42:36, time: 1.441, data_time: 0.003, memory: 16628, top1_acc: 0.4232, top5_acc: 0.6777, loss_cls: 2.5468, loss: 2.5468, grad_norm: 2.3959 2021-01-25 02:46:42,798 - mmaction - INFO - Epoch [148][1440/2147] lr: 7.689e-02, eta: 4 days, 11:42:01, time: 1.572, data_time: 0.003, memory: 16628, top1_acc: 0.4313, top5_acc: 0.6687, loss_cls: 2.5966, loss: 2.5966, grad_norm: 2.3686 2021-01-25 02:47:15,586 - mmaction - INFO - Epoch [148][1460/2147] lr: 7.689e-02, eta: 4 days, 11:41:28, time: 1.697, data_time: 0.148, memory: 16628, top1_acc: 0.4188, top5_acc: 0.6692, loss_cls: 2.6193, loss: 2.6193, grad_norm: 2.3415 2021-01-25 02:47:45,669 - mmaction - INFO - Epoch [148][1480/2147] lr: 7.689e-02, eta: 4 days, 11:40:53, time: 1.510, data_time: 0.009, memory: 16628, top1_acc: 0.4210, top5_acc: 0.6683, loss_cls: 2.6286, loss: 2.6286, grad_norm: 2.3793 2021-01-25 02:48:14,631 - mmaction - INFO - Epoch [148][1500/2147] lr: 7.689e-02, eta: 4 days, 11:40:16, time: 1.444, data_time: 0.002, memory: 16628, top1_acc: 0.4058, top5_acc: 0.6482, loss_cls: 2.7078, loss: 2.7078, grad_norm: 2.3988 2021-01-25 02:48:43,597 - mmaction - INFO - Epoch [148][1520/2147] lr: 7.689e-02, eta: 4 days, 11:39:40, time: 1.452, data_time: 0.006, memory: 16628, top1_acc: 0.4250, top5_acc: 0.6634, loss_cls: 2.5798, loss: 2.5798, grad_norm: 2.2524 2021-01-25 02:49:12,508 - mmaction - INFO - Epoch [148][1540/2147] lr: 7.689e-02, eta: 4 days, 11:39:03, time: 1.444, data_time: 0.002, memory: 16628, top1_acc: 0.4027, top5_acc: 0.6696, loss_cls: 2.5855, loss: 2.5855, grad_norm: 2.3657 2021-01-25 02:49:43,237 - mmaction - INFO - Epoch [148][1560/2147] lr: 7.689e-02, eta: 4 days, 11:38:28, time: 1.537, data_time: 0.004, memory: 16628, top1_acc: 0.4085, top5_acc: 0.6571, loss_cls: 2.5948, loss: 2.5948, grad_norm: 2.4211 2021-01-25 02:50:14,695 - mmaction - INFO - Epoch [148][1580/2147] lr: 7.689e-02, eta: 4 days, 11:37:53, time: 1.569, data_time: 0.004, memory: 16628, top1_acc: 0.4223, top5_acc: 0.6652, loss_cls: 2.6101, loss: 2.6101, grad_norm: 2.3760 2021-01-25 02:50:44,826 - mmaction - INFO - Epoch [148][1600/2147] lr: 7.689e-02, eta: 4 days, 11:37:17, time: 1.506, data_time: 0.008, memory: 16628, top1_acc: 0.4094, top5_acc: 0.6607, loss_cls: 2.6518, loss: 2.6518, grad_norm: 2.3990 2021-01-25 02:51:14,099 - mmaction - INFO - Epoch [148][1620/2147] lr: 7.689e-02, eta: 4 days, 11:36:41, time: 1.465, data_time: 0.008, memory: 16628, top1_acc: 0.4009, top5_acc: 0.6562, loss_cls: 2.6751, loss: 2.6751, grad_norm: 2.3561 2021-01-25 02:51:56,356 - mmaction - INFO - Epoch [148][1640/2147] lr: 7.689e-02, eta: 4 days, 11:36:14, time: 2.109, data_time: 0.075, memory: 16628, top1_acc: 0.4210, top5_acc: 0.6683, loss_cls: 2.5743, loss: 2.5743, grad_norm: 2.3884 2021-01-25 02:52:25,607 - mmaction - INFO - Epoch [148][1660/2147] lr: 7.689e-02, eta: 4 days, 11:35:38, time: 1.463, data_time: 0.020, memory: 16628, top1_acc: 0.4089, top5_acc: 0.6652, loss_cls: 2.6111, loss: 2.6111, grad_norm: 2.3833 2021-01-25 02:52:55,027 - mmaction - INFO - Epoch [148][1680/2147] lr: 7.689e-02, eta: 4 days, 11:35:02, time: 1.476, data_time: 0.008, memory: 16628, top1_acc: 0.4254, top5_acc: 0.6799, loss_cls: 2.5659, loss: 2.5659, grad_norm: 2.3523 2021-01-25 02:53:24,582 - mmaction - INFO - Epoch [148][1700/2147] lr: 7.689e-02, eta: 4 days, 11:34:26, time: 1.476, data_time: 0.003, memory: 16628, top1_acc: 0.3946, top5_acc: 0.6433, loss_cls: 2.7457, loss: 2.7457, grad_norm: 2.3918 2021-01-25 02:53:55,585 - mmaction - INFO - Epoch [148][1720/2147] lr: 7.689e-02, eta: 4 days, 11:33:51, time: 1.553, data_time: 0.008, memory: 16628, top1_acc: 0.3964, top5_acc: 0.6500, loss_cls: 2.6992, loss: 2.6992, grad_norm: 2.3196 2021-01-25 02:54:24,637 - mmaction - INFO - Epoch [148][1740/2147] lr: 7.689e-02, eta: 4 days, 11:33:14, time: 1.450, data_time: 0.004, memory: 16628, top1_acc: 0.4125, top5_acc: 0.6536, loss_cls: 2.6440, loss: 2.6440, grad_norm: 2.2883 2021-01-25 02:54:55,300 - mmaction - INFO - Epoch [148][1760/2147] lr: 7.689e-02, eta: 4 days, 11:32:39, time: 1.535, data_time: 0.008, memory: 16628, top1_acc: 0.4112, top5_acc: 0.6589, loss_cls: 2.6316, loss: 2.6316, grad_norm: 2.2978 2021-01-25 02:55:24,521 - mmaction - INFO - Epoch [148][1780/2147] lr: 7.689e-02, eta: 4 days, 11:32:02, time: 1.458, data_time: 0.006, memory: 16628, top1_acc: 0.3937, top5_acc: 0.6545, loss_cls: 2.6726, loss: 2.6726, grad_norm: 2.2809 2021-01-25 02:55:55,890 - mmaction - INFO - Epoch [148][1800/2147] lr: 7.689e-02, eta: 4 days, 11:31:28, time: 1.567, data_time: 0.006, memory: 16628, top1_acc: 0.4161, top5_acc: 0.6683, loss_cls: 2.6006, loss: 2.6006, grad_norm: 2.3231 2021-01-25 02:56:26,268 - mmaction - INFO - Epoch [148][1820/2147] lr: 7.689e-02, eta: 4 days, 11:30:52, time: 1.524, data_time: 0.009, memory: 16628, top1_acc: 0.4241, top5_acc: 0.6728, loss_cls: 2.5463, loss: 2.5463, grad_norm: 2.3215 2021-01-25 02:56:56,101 - mmaction - INFO - Epoch [148][1840/2147] lr: 7.689e-02, eta: 4 days, 11:30:16, time: 1.490, data_time: 0.014, memory: 16628, top1_acc: 0.4241, top5_acc: 0.6571, loss_cls: 2.6012, loss: 2.6012, grad_norm: 2.3671 2021-01-25 02:57:27,109 - mmaction - INFO - Epoch [148][1860/2147] lr: 7.689e-02, eta: 4 days, 11:29:41, time: 1.545, data_time: 0.004, memory: 16628, top1_acc: 0.4161, top5_acc: 0.6612, loss_cls: 2.6312, loss: 2.6312, grad_norm: 2.3751 2021-01-25 02:57:58,725 - mmaction - INFO - Epoch [148][1880/2147] lr: 7.689e-02, eta: 4 days, 11:29:07, time: 1.587, data_time: 0.013, memory: 16628, top1_acc: 0.4138, top5_acc: 0.6638, loss_cls: 2.6321, loss: 2.6321, grad_norm: 2.2906 2021-01-25 02:58:29,062 - mmaction - INFO - Epoch [148][1900/2147] lr: 7.689e-02, eta: 4 days, 11:28:31, time: 1.515, data_time: 0.005, memory: 16628, top1_acc: 0.4098, top5_acc: 0.6732, loss_cls: 2.6183, loss: 2.6183, grad_norm: 2.3840 2021-01-25 02:58:57,878 - mmaction - INFO - Epoch [148][1920/2147] lr: 7.689e-02, eta: 4 days, 11:27:54, time: 1.443, data_time: 0.004, memory: 16628, top1_acc: 0.4027, top5_acc: 0.6558, loss_cls: 2.6620, loss: 2.6620, grad_norm: 2.3434 2021-01-25 02:59:30,925 - mmaction - INFO - Epoch [148][1940/2147] lr: 7.689e-02, eta: 4 days, 11:27:21, time: 1.652, data_time: 0.004, memory: 16628, top1_acc: 0.4094, top5_acc: 0.6629, loss_cls: 2.6509, loss: 2.6509, grad_norm: 2.3208 2021-01-25 03:00:00,494 - mmaction - INFO - Epoch [148][1960/2147] lr: 7.689e-02, eta: 4 days, 11:26:45, time: 1.473, data_time: 0.004, memory: 16628, top1_acc: 0.4223, top5_acc: 0.6763, loss_cls: 2.6027, loss: 2.6027, grad_norm: 2.3367 2021-01-25 03:00:30,863 - mmaction - INFO - Epoch [148][1980/2147] lr: 7.689e-02, eta: 4 days, 11:26:09, time: 1.524, data_time: 0.015, memory: 16628, top1_acc: 0.4129, top5_acc: 0.6679, loss_cls: 2.6270, loss: 2.6270, grad_norm: 2.3324 2021-01-25 03:01:02,296 - mmaction - INFO - Epoch [148][2000/2147] lr: 7.689e-02, eta: 4 days, 11:25:34, time: 1.565, data_time: 0.003, memory: 16628, top1_acc: 0.4210, top5_acc: 0.6710, loss_cls: 2.5786, loss: 2.5786, grad_norm: 2.3294 2021-01-25 03:01:33,566 - mmaction - INFO - Epoch [148][2020/2147] lr: 7.689e-02, eta: 4 days, 11:25:00, time: 1.570, data_time: 0.009, memory: 16628, top1_acc: 0.4393, top5_acc: 0.6629, loss_cls: 2.5664, loss: 2.5664, grad_norm: 2.3157 2021-01-25 03:02:02,981 - mmaction - INFO - Epoch [148][2040/2147] lr: 7.689e-02, eta: 4 days, 11:24:23, time: 1.468, data_time: 0.008, memory: 16628, top1_acc: 0.4067, top5_acc: 0.6558, loss_cls: 2.6668, loss: 2.6668, grad_norm: 2.3914 2021-01-25 03:02:32,102 - mmaction - INFO - Epoch [148][2060/2147] lr: 7.689e-02, eta: 4 days, 11:23:47, time: 1.457, data_time: 0.006, memory: 16628, top1_acc: 0.4304, top5_acc: 0.6589, loss_cls: 2.5933, loss: 2.5933, grad_norm: 2.3618 2021-01-25 03:03:02,279 - mmaction - INFO - Epoch [148][2080/2147] lr: 7.689e-02, eta: 4 days, 11:23:11, time: 1.500, data_time: 0.004, memory: 16628, top1_acc: 0.3942, top5_acc: 0.6545, loss_cls: 2.6850, loss: 2.6850, grad_norm: 2.3653 2021-01-25 03:03:35,424 - mmaction - INFO - Epoch [148][2100/2147] lr: 7.689e-02, eta: 4 days, 11:22:38, time: 1.664, data_time: 0.013, memory: 16628, top1_acc: 0.4085, top5_acc: 0.6513, loss_cls: 2.6740, loss: 2.6740, grad_norm: 2.3475 2021-01-25 03:04:05,719 - mmaction - INFO - Epoch [148][2120/2147] lr: 7.689e-02, eta: 4 days, 11:22:02, time: 1.519, data_time: 0.014, memory: 16628, top1_acc: 0.4187, top5_acc: 0.6705, loss_cls: 2.6156, loss: 2.6156, grad_norm: 2.3619 2021-01-25 03:04:35,791 - mmaction - INFO - Epoch [148][2140/2147] lr: 7.689e-02, eta: 4 days, 11:21:27, time: 1.499, data_time: 0.003, memory: 16628, top1_acc: 0.4210, top5_acc: 0.6732, loss_cls: 2.5878, loss: 2.5878, grad_norm: 2.3777 2021-01-25 03:04:59,015 - mmaction - INFO - Saving checkpoint at 148 epochs 2021-01-25 03:10:20,193 - mmaction - INFO - Epoch [149][20/2147] lr: 7.570e-02, eta: 4 days, 11:24:02, time: 15.975, data_time: 14.496, memory: 16628, top1_acc: 0.4138, top5_acc: 0.6531, loss_cls: 2.6545, loss: 2.6545, grad_norm: 2.3974 2021-01-25 03:10:52,626 - mmaction - INFO - Epoch [149][40/2147] lr: 7.570e-02, eta: 4 days, 11:23:28, time: 1.621, data_time: 0.004, memory: 16628, top1_acc: 0.4272, top5_acc: 0.6866, loss_cls: 2.5780, loss: 2.5780, grad_norm: 2.3336 2021-01-25 03:11:21,550 - mmaction - INFO - Epoch [149][60/2147] lr: 7.570e-02, eta: 4 days, 11:22:51, time: 1.449, data_time: 0.006, memory: 16628, top1_acc: 0.4313, top5_acc: 0.6683, loss_cls: 2.5320, loss: 2.5320, grad_norm: 2.3126 2021-01-25 03:11:51,421 - mmaction - INFO - Epoch [149][80/2147] lr: 7.570e-02, eta: 4 days, 11:22:15, time: 1.491, data_time: 0.002, memory: 16628, top1_acc: 0.4362, top5_acc: 0.6813, loss_cls: 2.4980, loss: 2.4980, grad_norm: 2.3109 2021-01-25 03:12:31,852 - mmaction - INFO - Epoch [149][100/2147] lr: 7.570e-02, eta: 4 days, 11:21:46, time: 1.965, data_time: 0.004, memory: 16628, top1_acc: 0.4326, top5_acc: 0.6835, loss_cls: 2.5277, loss: 2.5277, grad_norm: 2.3475 2021-01-25 03:13:05,164 - mmaction - INFO - Epoch [149][120/2147] lr: 7.570e-02, eta: 4 days, 11:21:14, time: 1.725, data_time: 0.066, memory: 16628, top1_acc: 0.4232, top5_acc: 0.6692, loss_cls: 2.6022, loss: 2.6022, grad_norm: 2.3601 2021-01-25 03:13:37,027 - mmaction - INFO - Epoch [149][140/2147] lr: 7.570e-02, eta: 4 days, 11:20:39, time: 1.591, data_time: 0.002, memory: 16628, top1_acc: 0.4165, top5_acc: 0.6701, loss_cls: 2.5531, loss: 2.5531, grad_norm: 2.3053 2021-01-25 03:14:07,063 - mmaction - INFO - Epoch [149][160/2147] lr: 7.570e-02, eta: 4 days, 11:20:04, time: 1.503, data_time: 0.007, memory: 16628, top1_acc: 0.4272, top5_acc: 0.6924, loss_cls: 2.5395, loss: 2.5395, grad_norm: 2.3903 2021-01-25 03:14:41,757 - mmaction - INFO - Epoch [149][180/2147] lr: 7.570e-02, eta: 4 days, 11:19:31, time: 1.729, data_time: 0.005, memory: 16628, top1_acc: 0.4085, top5_acc: 0.6621, loss_cls: 2.6209, loss: 2.6209, grad_norm: 2.3764 2021-01-25 03:15:11,020 - mmaction - INFO - Epoch [149][200/2147] lr: 7.570e-02, eta: 4 days, 11:18:55, time: 1.464, data_time: 0.010, memory: 16628, top1_acc: 0.4103, top5_acc: 0.6701, loss_cls: 2.5561, loss: 2.5561, grad_norm: 2.4053 2021-01-25 03:15:43,752 - mmaction - INFO - Epoch [149][220/2147] lr: 7.570e-02, eta: 4 days, 11:18:21, time: 1.638, data_time: 0.011, memory: 16628, top1_acc: 0.4076, top5_acc: 0.6674, loss_cls: 2.6351, loss: 2.6351, grad_norm: 2.3297 2021-01-25 03:16:14,820 - mmaction - INFO - Epoch [149][240/2147] lr: 7.570e-02, eta: 4 days, 11:17:46, time: 1.554, data_time: 0.008, memory: 16628, top1_acc: 0.4027, top5_acc: 0.6558, loss_cls: 2.6601, loss: 2.6601, grad_norm: 2.3388 2021-01-25 03:16:49,483 - mmaction - INFO - Epoch [149][260/2147] lr: 7.570e-02, eta: 4 days, 11:17:14, time: 1.732, data_time: 0.014, memory: 16628, top1_acc: 0.4134, top5_acc: 0.6594, loss_cls: 2.6330, loss: 2.6330, grad_norm: 2.2952 2021-01-25 03:17:18,710 - mmaction - INFO - Epoch [149][280/2147] lr: 7.570e-02, eta: 4 days, 11:16:37, time: 1.464, data_time: 0.010, memory: 16628, top1_acc: 0.4045, top5_acc: 0.6594, loss_cls: 2.6442, loss: 2.6442, grad_norm: 2.3058 2021-01-25 03:17:50,083 - mmaction - INFO - Epoch [149][300/2147] lr: 7.570e-02, eta: 4 days, 11:16:03, time: 1.570, data_time: 0.005, memory: 16628, top1_acc: 0.4281, top5_acc: 0.6813, loss_cls: 2.5209, loss: 2.5209, grad_norm: 2.3753 2021-01-25 03:18:24,166 - mmaction - INFO - Epoch [149][320/2147] lr: 7.570e-02, eta: 4 days, 11:15:30, time: 1.698, data_time: 0.027, memory: 16628, top1_acc: 0.4219, top5_acc: 0.6728, loss_cls: 2.5833, loss: 2.5833, grad_norm: 2.4687 2021-01-25 03:18:53,037 - mmaction - INFO - Epoch [149][340/2147] lr: 7.570e-02, eta: 4 days, 11:14:53, time: 1.451, data_time: 0.008, memory: 16628, top1_acc: 0.4174, top5_acc: 0.6728, loss_cls: 2.5766, loss: 2.5766, grad_norm: 2.3413 2021-01-25 03:19:23,444 - mmaction - INFO - Epoch [149][360/2147] lr: 7.570e-02, eta: 4 days, 11:14:18, time: 1.518, data_time: 0.003, memory: 16628, top1_acc: 0.4036, top5_acc: 0.6594, loss_cls: 2.6448, loss: 2.6448, grad_norm: 2.4266 2021-01-25 03:19:52,405 - mmaction - INFO - Epoch [149][380/2147] lr: 7.570e-02, eta: 4 days, 11:13:41, time: 1.448, data_time: 0.005, memory: 16628, top1_acc: 0.4143, top5_acc: 0.6670, loss_cls: 2.5727, loss: 2.5727, grad_norm: 2.3996 2021-01-25 03:20:23,974 - mmaction - INFO - Epoch [149][400/2147] lr: 7.570e-02, eta: 4 days, 11:13:06, time: 1.578, data_time: 0.008, memory: 16628, top1_acc: 0.4344, top5_acc: 0.6933, loss_cls: 2.4619, loss: 2.4619, grad_norm: 2.3004 2021-01-25 03:20:54,062 - mmaction - INFO - Epoch [149][420/2147] lr: 7.570e-02, eta: 4 days, 11:12:31, time: 1.504, data_time: 0.005, memory: 16628, top1_acc: 0.4362, top5_acc: 0.6634, loss_cls: 2.6054, loss: 2.6054, grad_norm: 2.4103 2021-01-25 03:21:23,193 - mmaction - INFO - Epoch [149][440/2147] lr: 7.570e-02, eta: 4 days, 11:11:54, time: 1.459, data_time: 0.005, memory: 16628, top1_acc: 0.4094, top5_acc: 0.6741, loss_cls: 2.5714, loss: 2.5714, grad_norm: 2.3610 2021-01-25 03:21:55,291 - mmaction - INFO - Epoch [149][460/2147] lr: 7.570e-02, eta: 4 days, 11:11:20, time: 1.603, data_time: 0.006, memory: 16628, top1_acc: 0.4161, top5_acc: 0.6710, loss_cls: 2.6113, loss: 2.6113, grad_norm: 2.4103 2021-01-25 03:22:24,893 - mmaction - INFO - Epoch [149][480/2147] lr: 7.570e-02, eta: 4 days, 11:10:44, time: 1.477, data_time: 0.004, memory: 16628, top1_acc: 0.4281, top5_acc: 0.6737, loss_cls: 2.5389, loss: 2.5389, grad_norm: 2.3707 2021-01-25 03:22:56,174 - mmaction - INFO - Epoch [149][500/2147] lr: 7.570e-02, eta: 4 days, 11:10:09, time: 1.569, data_time: 0.010, memory: 16628, top1_acc: 0.4272, top5_acc: 0.6696, loss_cls: 2.5792, loss: 2.5792, grad_norm: 2.4060 2021-01-25 03:23:26,710 - mmaction - INFO - Epoch [149][520/2147] lr: 7.570e-02, eta: 4 days, 11:09:34, time: 1.528, data_time: 0.003, memory: 16628, top1_acc: 0.4089, top5_acc: 0.6549, loss_cls: 2.6390, loss: 2.6390, grad_norm: 2.3653 2021-01-25 03:23:57,491 - mmaction - INFO - Epoch [149][540/2147] lr: 7.570e-02, eta: 4 days, 11:08:58, time: 1.530, data_time: 0.004, memory: 16628, top1_acc: 0.4254, top5_acc: 0.6812, loss_cls: 2.5182, loss: 2.5182, grad_norm: 2.3259 2021-01-25 03:24:27,697 - mmaction - INFO - Epoch [149][560/2147] lr: 7.570e-02, eta: 4 days, 11:08:23, time: 1.519, data_time: 0.011, memory: 16628, top1_acc: 0.4313, top5_acc: 0.6625, loss_cls: 2.5656, loss: 2.5656, grad_norm: 2.3378 2021-01-25 03:25:01,563 - mmaction - INFO - Epoch [149][580/2147] lr: 7.570e-02, eta: 4 days, 11:07:50, time: 1.666, data_time: 0.003, memory: 16628, top1_acc: 0.4371, top5_acc: 0.6871, loss_cls: 2.5085, loss: 2.5085, grad_norm: 2.3986 2021-01-25 03:25:32,047 - mmaction - INFO - Epoch [149][600/2147] lr: 7.570e-02, eta: 4 days, 11:07:14, time: 1.549, data_time: 0.035, memory: 16628, top1_acc: 0.4384, top5_acc: 0.6920, loss_cls: 2.4998, loss: 2.4998, grad_norm: 2.3841 2021-01-25 03:26:02,029 - mmaction - INFO - Epoch [149][620/2147] lr: 7.570e-02, eta: 4 days, 11:06:39, time: 1.500, data_time: 0.007, memory: 16628, top1_acc: 0.4161, top5_acc: 0.6549, loss_cls: 2.6232, loss: 2.6232, grad_norm: 2.3593 2021-01-25 03:26:36,761 - mmaction - INFO - Epoch [149][640/2147] lr: 7.570e-02, eta: 4 days, 11:06:06, time: 1.732, data_time: 0.004, memory: 16628, top1_acc: 0.4254, top5_acc: 0.6674, loss_cls: 2.5879, loss: 2.5879, grad_norm: 2.3608 2021-01-25 03:27:09,801 - mmaction - INFO - Epoch [149][660/2147] lr: 7.570e-02, eta: 4 days, 11:05:33, time: 1.656, data_time: 0.010, memory: 16628, top1_acc: 0.4098, top5_acc: 0.6625, loss_cls: 2.5875, loss: 2.5875, grad_norm: 2.4516 2021-01-25 03:27:40,432 - mmaction - INFO - Epoch [149][680/2147] lr: 7.570e-02, eta: 4 days, 11:04:57, time: 1.531, data_time: 0.003, memory: 16628, top1_acc: 0.4295, top5_acc: 0.6710, loss_cls: 2.5713, loss: 2.5713, grad_norm: 2.3113 2021-01-25 03:28:13,474 - mmaction - INFO - Epoch [149][700/2147] lr: 7.570e-02, eta: 4 days, 11:04:24, time: 1.654, data_time: 0.007, memory: 16628, top1_acc: 0.4121, top5_acc: 0.6781, loss_cls: 2.5864, loss: 2.5864, grad_norm: 2.4324 2021-01-25 03:28:44,463 - mmaction - INFO - Epoch [149][720/2147] lr: 7.570e-02, eta: 4 days, 11:03:49, time: 1.546, data_time: 0.004, memory: 16628, top1_acc: 0.3982, top5_acc: 0.6357, loss_cls: 2.7609, loss: 2.7609, grad_norm: 2.4415 2021-01-25 03:29:15,901 - mmaction - INFO - Epoch [149][740/2147] lr: 7.570e-02, eta: 4 days, 11:03:14, time: 1.573, data_time: 0.005, memory: 16628, top1_acc: 0.4129, top5_acc: 0.6643, loss_cls: 2.6212, loss: 2.6212, grad_norm: 2.3294 2021-01-25 03:29:44,856 - mmaction - INFO - Epoch [149][760/2147] lr: 7.570e-02, eta: 4 days, 11:02:38, time: 1.450, data_time: 0.004, memory: 16628, top1_acc: 0.4107, top5_acc: 0.6621, loss_cls: 2.6314, loss: 2.6314, grad_norm: 2.3583 2021-01-25 03:30:15,943 - mmaction - INFO - Epoch [149][780/2147] lr: 7.570e-02, eta: 4 days, 11:02:03, time: 1.549, data_time: 0.003, memory: 16628, top1_acc: 0.4107, top5_acc: 0.6625, loss_cls: 2.6174, loss: 2.6174, grad_norm: 2.4028 2021-01-25 03:30:49,044 - mmaction - INFO - Epoch [149][800/2147] lr: 7.570e-02, eta: 4 days, 11:01:29, time: 1.657, data_time: 0.008, memory: 16628, top1_acc: 0.4000, top5_acc: 0.6638, loss_cls: 2.6848, loss: 2.6848, grad_norm: 2.4103 2021-01-25 03:31:20,009 - mmaction - INFO - Epoch [149][820/2147] lr: 7.570e-02, eta: 4 days, 11:00:54, time: 1.549, data_time: 0.090, memory: 16628, top1_acc: 0.4049, top5_acc: 0.6621, loss_cls: 2.6459, loss: 2.6459, grad_norm: 2.3607 2021-01-25 03:31:56,390 - mmaction - INFO - Epoch [149][840/2147] lr: 7.570e-02, eta: 4 days, 11:00:23, time: 1.819, data_time: 0.011, memory: 16628, top1_acc: 0.3897, top5_acc: 0.6509, loss_cls: 2.6486, loss: 2.6486, grad_norm: 2.4361 2021-01-25 03:32:28,462 - mmaction - INFO - Epoch [149][860/2147] lr: 7.570e-02, eta: 4 days, 10:59:49, time: 1.605, data_time: 0.005, memory: 16628, top1_acc: 0.4156, top5_acc: 0.6656, loss_cls: 2.5800, loss: 2.5800, grad_norm: 2.3690 2021-01-25 03:33:01,195 - mmaction - INFO - Epoch [149][880/2147] lr: 7.570e-02, eta: 4 days, 10:59:15, time: 1.636, data_time: 0.008, memory: 16628, top1_acc: 0.4156, top5_acc: 0.6670, loss_cls: 2.6467, loss: 2.6467, grad_norm: 2.3759 2021-01-25 03:33:32,096 - mmaction - INFO - Epoch [149][900/2147] lr: 7.570e-02, eta: 4 days, 10:58:40, time: 1.547, data_time: 0.005, memory: 16628, top1_acc: 0.4112, top5_acc: 0.6741, loss_cls: 2.6059, loss: 2.6059, grad_norm: 2.3726 2021-01-25 03:34:02,296 - mmaction - INFO - Epoch [149][920/2147] lr: 7.570e-02, eta: 4 days, 10:58:04, time: 1.510, data_time: 0.007, memory: 16628, top1_acc: 0.4196, top5_acc: 0.6763, loss_cls: 2.5873, loss: 2.5873, grad_norm: 2.3806 2021-01-25 03:34:30,992 - mmaction - INFO - Epoch [149][940/2147] lr: 7.570e-02, eta: 4 days, 10:57:27, time: 1.436, data_time: 0.004, memory: 16628, top1_acc: 0.4228, top5_acc: 0.6741, loss_cls: 2.5746, loss: 2.5746, grad_norm: 2.3350 2021-01-25 03:35:00,868 - mmaction - INFO - Epoch [149][960/2147] lr: 7.570e-02, eta: 4 days, 10:56:51, time: 1.490, data_time: 0.002, memory: 16628, top1_acc: 0.4246, top5_acc: 0.6732, loss_cls: 2.5628, loss: 2.5628, grad_norm: 2.3584 2021-01-25 03:35:33,464 - mmaction - INFO - Epoch [149][980/2147] lr: 7.570e-02, eta: 4 days, 10:56:18, time: 1.631, data_time: 0.006, memory: 16628, top1_acc: 0.4138, top5_acc: 0.6562, loss_cls: 2.6658, loss: 2.6658, grad_norm: 2.3598 2021-01-25 03:36:02,071 - mmaction - INFO - Epoch [149][1000/2147] lr: 7.570e-02, eta: 4 days, 10:55:41, time: 1.428, data_time: 0.004, memory: 16628, top1_acc: 0.4353, top5_acc: 0.6728, loss_cls: 2.5508, loss: 2.5508, grad_norm: 2.3101 2021-01-25 03:36:36,076 - mmaction - INFO - Epoch [149][1020/2147] lr: 7.570e-02, eta: 4 days, 10:55:08, time: 1.704, data_time: 0.006, memory: 16628, top1_acc: 0.4272, top5_acc: 0.6683, loss_cls: 2.6024, loss: 2.6024, grad_norm: 2.3523 2021-01-25 03:37:08,400 - mmaction - INFO - Epoch [149][1040/2147] lr: 7.570e-02, eta: 4 days, 10:54:34, time: 1.615, data_time: 0.007, memory: 16628, top1_acc: 0.4223, top5_acc: 0.6687, loss_cls: 2.5892, loss: 2.5892, grad_norm: 2.3260 2021-01-25 03:37:37,461 - mmaction - INFO - Epoch [149][1060/2147] lr: 7.570e-02, eta: 4 days, 10:53:57, time: 1.450, data_time: 0.011, memory: 16628, top1_acc: 0.4313, top5_acc: 0.6737, loss_cls: 2.5683, loss: 2.5683, grad_norm: 2.3849 2021-01-25 03:38:09,277 - mmaction - INFO - Epoch [149][1080/2147] lr: 7.570e-02, eta: 4 days, 10:53:23, time: 1.595, data_time: 0.007, memory: 16628, top1_acc: 0.4080, top5_acc: 0.6719, loss_cls: 2.5931, loss: 2.5931, grad_norm: 2.3499 2021-01-25 03:38:40,917 - mmaction - INFO - Epoch [149][1100/2147] lr: 7.570e-02, eta: 4 days, 10:52:48, time: 1.578, data_time: 0.002, memory: 16628, top1_acc: 0.3857, top5_acc: 0.6509, loss_cls: 2.7300, loss: 2.7300, grad_norm: 2.4082 2021-01-25 03:39:10,016 - mmaction - INFO - Epoch [149][1120/2147] lr: 7.570e-02, eta: 4 days, 10:52:12, time: 1.457, data_time: 0.011, memory: 16628, top1_acc: 0.4036, top5_acc: 0.6625, loss_cls: 2.6110, loss: 2.6110, grad_norm: 2.2800 2021-01-25 03:39:41,238 - mmaction - INFO - Epoch [149][1140/2147] lr: 7.570e-02, eta: 4 days, 10:51:37, time: 1.562, data_time: 0.003, memory: 16628, top1_acc: 0.4228, top5_acc: 0.6598, loss_cls: 2.6046, loss: 2.6046, grad_norm: 2.3315 2021-01-25 03:40:13,916 - mmaction - INFO - Epoch [149][1160/2147] lr: 7.570e-02, eta: 4 days, 10:51:03, time: 1.629, data_time: 0.156, memory: 16628, top1_acc: 0.4098, top5_acc: 0.6728, loss_cls: 2.6148, loss: 2.6148, grad_norm: 2.3395 2021-01-25 03:40:50,681 - mmaction - INFO - Epoch [149][1180/2147] lr: 7.570e-02, eta: 4 days, 10:50:32, time: 1.815, data_time: 0.009, memory: 16628, top1_acc: 0.4201, top5_acc: 0.6679, loss_cls: 2.6263, loss: 2.6263, grad_norm: 2.2920 2021-01-25 03:41:24,505 - mmaction - INFO - Epoch [149][1200/2147] lr: 7.570e-02, eta: 4 days, 10:49:59, time: 1.715, data_time: 0.033, memory: 16628, top1_acc: 0.4254, top5_acc: 0.6732, loss_cls: 2.5439, loss: 2.5439, grad_norm: 2.2731 2021-01-25 03:42:00,018 - mmaction - INFO - Epoch [149][1220/2147] lr: 7.570e-02, eta: 4 days, 10:49:27, time: 1.767, data_time: 0.008, memory: 16628, top1_acc: 0.4054, top5_acc: 0.6576, loss_cls: 2.6174, loss: 2.6174, grad_norm: 2.3731 2021-01-25 03:42:28,916 - mmaction - INFO - Epoch [149][1240/2147] lr: 7.570e-02, eta: 4 days, 10:48:51, time: 1.457, data_time: 0.025, memory: 16628, top1_acc: 0.4286, top5_acc: 0.6603, loss_cls: 2.6329, loss: 2.6329, grad_norm: 2.3082 2021-01-25 03:42:58,418 - mmaction - INFO - Epoch [149][1260/2147] lr: 7.570e-02, eta: 4 days, 10:48:15, time: 1.471, data_time: 0.009, memory: 16628, top1_acc: 0.4192, top5_acc: 0.6696, loss_cls: 2.5823, loss: 2.5823, grad_norm: 2.3240 2021-01-25 03:43:29,169 - mmaction - INFO - Epoch [149][1280/2147] lr: 7.570e-02, eta: 4 days, 10:47:40, time: 1.536, data_time: 0.008, memory: 16628, top1_acc: 0.4232, top5_acc: 0.6723, loss_cls: 2.5761, loss: 2.5761, grad_norm: 2.3090 2021-01-25 03:43:59,029 - mmaction - INFO - Epoch [149][1300/2147] lr: 7.570e-02, eta: 4 days, 10:47:04, time: 1.499, data_time: 0.016, memory: 16628, top1_acc: 0.4045, top5_acc: 0.6634, loss_cls: 2.6330, loss: 2.6330, grad_norm: 2.3724 2021-01-25 03:44:28,208 - mmaction - INFO - Epoch [149][1320/2147] lr: 7.570e-02, eta: 4 days, 10:46:27, time: 1.459, data_time: 0.002, memory: 16628, top1_acc: 0.4304, top5_acc: 0.6862, loss_cls: 2.5323, loss: 2.5323, grad_norm: 2.3749 2021-01-25 03:45:00,389 - mmaction - INFO - Epoch [149][1340/2147] lr: 7.570e-02, eta: 4 days, 10:45:53, time: 1.607, data_time: 0.005, memory: 16628, top1_acc: 0.4067, top5_acc: 0.6571, loss_cls: 2.6427, loss: 2.6427, grad_norm: 2.4839 2021-01-25 03:45:29,233 - mmaction - INFO - Epoch [149][1360/2147] lr: 7.570e-02, eta: 4 days, 10:45:17, time: 1.441, data_time: 0.013, memory: 16628, top1_acc: 0.4424, top5_acc: 0.6844, loss_cls: 2.4927, loss: 2.4927, grad_norm: 2.3042 2021-01-25 03:46:00,943 - mmaction - INFO - Epoch [149][1380/2147] lr: 7.570e-02, eta: 4 days, 10:44:42, time: 1.588, data_time: 0.007, memory: 16628, top1_acc: 0.4268, top5_acc: 0.6777, loss_cls: 2.5322, loss: 2.5322, grad_norm: 2.3549 2021-01-25 03:46:34,029 - mmaction - INFO - Epoch [149][1400/2147] lr: 7.570e-02, eta: 4 days, 10:44:09, time: 1.654, data_time: 0.010, memory: 16628, top1_acc: 0.4058, top5_acc: 0.6406, loss_cls: 2.6904, loss: 2.6904, grad_norm: 2.3632 2021-01-25 03:47:07,200 - mmaction - INFO - Epoch [149][1420/2147] lr: 7.570e-02, eta: 4 days, 10:43:35, time: 1.658, data_time: 0.007, memory: 16628, top1_acc: 0.4188, top5_acc: 0.6692, loss_cls: 2.6066, loss: 2.6066, grad_norm: 2.3337 2021-01-25 03:47:36,813 - mmaction - INFO - Epoch [149][1440/2147] lr: 7.570e-02, eta: 4 days, 10:42:59, time: 1.482, data_time: 0.004, memory: 16628, top1_acc: 0.4174, top5_acc: 0.6790, loss_cls: 2.5948, loss: 2.5948, grad_norm: 2.3235 2021-01-25 03:48:05,462 - mmaction - INFO - Epoch [149][1460/2147] lr: 7.570e-02, eta: 4 days, 10:42:22, time: 1.430, data_time: 0.005, memory: 16628, top1_acc: 0.4054, top5_acc: 0.6647, loss_cls: 2.5916, loss: 2.5916, grad_norm: 2.4119 2021-01-25 03:48:36,852 - mmaction - INFO - Epoch [149][1480/2147] lr: 7.570e-02, eta: 4 days, 10:41:48, time: 1.571, data_time: 0.010, memory: 16628, top1_acc: 0.3987, top5_acc: 0.6393, loss_cls: 2.7175, loss: 2.7175, grad_norm: 2.3909 2021-01-25 03:49:06,082 - mmaction - INFO - Epoch [149][1500/2147] lr: 7.570e-02, eta: 4 days, 10:41:11, time: 1.461, data_time: 0.011, memory: 16628, top1_acc: 0.4098, top5_acc: 0.6554, loss_cls: 2.6423, loss: 2.6423, grad_norm: 2.3814 2021-01-25 03:49:36,353 - mmaction - INFO - Epoch [149][1520/2147] lr: 7.570e-02, eta: 4 days, 10:40:36, time: 1.515, data_time: 0.003, memory: 16628, top1_acc: 0.3978, top5_acc: 0.6500, loss_cls: 2.7167, loss: 2.7167, grad_norm: 2.3470 2021-01-25 03:50:14,066 - mmaction - INFO - Epoch [149][1540/2147] lr: 7.570e-02, eta: 4 days, 10:40:06, time: 1.882, data_time: 0.007, memory: 16628, top1_acc: 0.4036, top5_acc: 0.6683, loss_cls: 2.5924, loss: 2.5924, grad_norm: 2.3415 2021-01-25 03:50:45,712 - mmaction - INFO - Epoch [149][1560/2147] lr: 7.570e-02, eta: 4 days, 10:39:31, time: 1.585, data_time: 0.005, memory: 16628, top1_acc: 0.4254, top5_acc: 0.6714, loss_cls: 2.5597, loss: 2.5597, grad_norm: 2.2638 2021-01-25 03:51:14,610 - mmaction - INFO - Epoch [149][1580/2147] lr: 7.570e-02, eta: 4 days, 10:38:54, time: 1.445, data_time: 0.002, memory: 16628, top1_acc: 0.4223, top5_acc: 0.6853, loss_cls: 2.5447, loss: 2.5447, grad_norm: 2.3740 2021-01-25 03:51:45,774 - mmaction - INFO - Epoch [149][1600/2147] lr: 7.570e-02, eta: 4 days, 10:38:19, time: 1.555, data_time: 0.001, memory: 16628, top1_acc: 0.4116, top5_acc: 0.6576, loss_cls: 2.6320, loss: 2.6320, grad_norm: 2.3268 2021-01-25 03:52:17,840 - mmaction - INFO - Epoch [149][1620/2147] lr: 7.570e-02, eta: 4 days, 10:37:45, time: 1.604, data_time: 0.018, memory: 16628, top1_acc: 0.4299, top5_acc: 0.6683, loss_cls: 2.5495, loss: 2.5495, grad_norm: 2.3346 2021-01-25 03:52:47,109 - mmaction - INFO - Epoch [149][1640/2147] lr: 7.570e-02, eta: 4 days, 10:37:09, time: 1.464, data_time: 0.007, memory: 16628, top1_acc: 0.4214, top5_acc: 0.6754, loss_cls: 2.5586, loss: 2.5586, grad_norm: 2.3429 2021-01-25 03:53:22,918 - mmaction - INFO - Epoch [149][1660/2147] lr: 7.570e-02, eta: 4 days, 10:36:37, time: 1.790, data_time: 0.009, memory: 16628, top1_acc: 0.4246, top5_acc: 0.6719, loss_cls: 2.5458, loss: 2.5458, grad_norm: 2.3729 2021-01-25 03:53:53,863 - mmaction - INFO - Epoch [149][1680/2147] lr: 7.570e-02, eta: 4 days, 10:36:02, time: 1.541, data_time: 0.003, memory: 16628, top1_acc: 0.4188, top5_acc: 0.6665, loss_cls: 2.6493, loss: 2.6493, grad_norm: 2.4456 2021-01-25 03:54:24,253 - mmaction - INFO - Epoch [149][1700/2147] lr: 7.570e-02, eta: 4 days, 10:35:27, time: 1.527, data_time: 0.010, memory: 16628, top1_acc: 0.4121, top5_acc: 0.6687, loss_cls: 2.6471, loss: 2.6471, grad_norm: 2.4017 2021-01-25 03:54:56,362 - mmaction - INFO - Epoch [149][1720/2147] lr: 7.570e-02, eta: 4 days, 10:34:53, time: 1.605, data_time: 0.002, memory: 16628, top1_acc: 0.4152, top5_acc: 0.6545, loss_cls: 2.6890, loss: 2.6890, grad_norm: 2.4238 2021-01-25 03:55:25,388 - mmaction - INFO - Epoch [149][1740/2147] lr: 7.570e-02, eta: 4 days, 10:34:16, time: 1.452, data_time: 0.003, memory: 16628, top1_acc: 0.4165, top5_acc: 0.6598, loss_cls: 2.6094, loss: 2.6094, grad_norm: 2.3837 2021-01-25 03:55:56,112 - mmaction - INFO - Epoch [149][1760/2147] lr: 7.570e-02, eta: 4 days, 10:33:41, time: 1.535, data_time: 0.003, memory: 16628, top1_acc: 0.4196, top5_acc: 0.6821, loss_cls: 2.5760, loss: 2.5760, grad_norm: 2.3774 2021-01-25 03:56:25,121 - mmaction - INFO - Epoch [149][1780/2147] lr: 7.570e-02, eta: 4 days, 10:33:05, time: 1.452, data_time: 0.007, memory: 16628, top1_acc: 0.4013, top5_acc: 0.6621, loss_cls: 2.6588, loss: 2.6588, grad_norm: 2.4123 2021-01-25 03:57:04,225 - mmaction - INFO - Epoch [149][1800/2147] lr: 7.570e-02, eta: 4 days, 10:32:35, time: 1.953, data_time: 0.001, memory: 16628, top1_acc: 0.4174, top5_acc: 0.6670, loss_cls: 2.6257, loss: 2.6257, grad_norm: 2.3391 2021-01-25 03:57:33,197 - mmaction - INFO - Epoch [149][1820/2147] lr: 7.570e-02, eta: 4 days, 10:31:59, time: 1.450, data_time: 0.011, memory: 16628, top1_acc: 0.4147, top5_acc: 0.6496, loss_cls: 2.7250, loss: 2.7250, grad_norm: 2.3105 2021-01-25 03:58:11,319 - mmaction - INFO - Epoch [149][1840/2147] lr: 7.570e-02, eta: 4 days, 10:31:29, time: 1.896, data_time: 0.008, memory: 16628, top1_acc: 0.4326, top5_acc: 0.6763, loss_cls: 2.5555, loss: 2.5555, grad_norm: 2.2995 2021-01-25 03:58:40,891 - mmaction - INFO - Epoch [149][1860/2147] lr: 7.570e-02, eta: 4 days, 10:30:53, time: 1.486, data_time: 0.013, memory: 16628, top1_acc: 0.3915, top5_acc: 0.6500, loss_cls: 2.6959, loss: 2.6959, grad_norm: 2.4017 2021-01-25 03:59:11,992 - mmaction - INFO - Epoch [149][1880/2147] lr: 7.570e-02, eta: 4 days, 10:30:18, time: 1.557, data_time: 0.004, memory: 16628, top1_acc: 0.4250, top5_acc: 0.6687, loss_cls: 2.6037, loss: 2.6037, grad_norm: 2.3129 2021-01-25 03:59:42,196 - mmaction - INFO - Epoch [149][1900/2147] lr: 7.570e-02, eta: 4 days, 10:29:42, time: 1.510, data_time: 0.008, memory: 16628, top1_acc: 0.4402, top5_acc: 0.6759, loss_cls: 2.5338, loss: 2.5338, grad_norm: 2.2475 2021-01-25 04:00:11,160 - mmaction - INFO - Epoch [149][1920/2147] lr: 7.570e-02, eta: 4 days, 10:29:06, time: 1.446, data_time: 0.007, memory: 16628, top1_acc: 0.4210, top5_acc: 0.6513, loss_cls: 2.6163, loss: 2.6163, grad_norm: 2.3752 2021-01-25 04:00:41,029 - mmaction - INFO - Epoch [149][1940/2147] lr: 7.570e-02, eta: 4 days, 10:28:30, time: 1.497, data_time: 0.006, memory: 16628, top1_acc: 0.4201, top5_acc: 0.6634, loss_cls: 2.6546, loss: 2.6546, grad_norm: 2.3630 2021-01-25 04:01:11,867 - mmaction - INFO - Epoch [149][1960/2147] lr: 7.570e-02, eta: 4 days, 10:27:55, time: 1.537, data_time: 0.005, memory: 16628, top1_acc: 0.4058, top5_acc: 0.6621, loss_cls: 2.6227, loss: 2.6227, grad_norm: 2.3160 2021-01-25 04:01:42,965 - mmaction - INFO - Epoch [149][1980/2147] lr: 7.570e-02, eta: 4 days, 10:27:20, time: 1.557, data_time: 0.005, memory: 16628, top1_acc: 0.4254, top5_acc: 0.6625, loss_cls: 2.5999, loss: 2.5999, grad_norm: 2.3772 2021-01-25 04:02:16,917 - mmaction - INFO - Epoch [149][2000/2147] lr: 7.570e-02, eta: 4 days, 10:26:47, time: 1.698, data_time: 0.016, memory: 16628, top1_acc: 0.4094, top5_acc: 0.6562, loss_cls: 2.6719, loss: 2.6719, grad_norm: 2.3914 2021-01-25 04:02:45,648 - mmaction - INFO - Epoch [149][2020/2147] lr: 7.570e-02, eta: 4 days, 10:26:10, time: 1.438, data_time: 0.004, memory: 16628, top1_acc: 0.4049, top5_acc: 0.6424, loss_cls: 2.6745, loss: 2.6745, grad_norm: 2.3674 2021-01-25 04:03:14,807 - mmaction - INFO - Epoch [149][2040/2147] lr: 7.570e-02, eta: 4 days, 10:25:34, time: 1.456, data_time: 0.001, memory: 16628, top1_acc: 0.4125, top5_acc: 0.6589, loss_cls: 2.6358, loss: 2.6358, grad_norm: 2.3752 2021-01-25 04:03:43,693 - mmaction - INFO - Epoch [149][2060/2147] lr: 7.570e-02, eta: 4 days, 10:24:57, time: 1.446, data_time: 0.003, memory: 16628, top1_acc: 0.4254, top5_acc: 0.6750, loss_cls: 2.5630, loss: 2.5630, grad_norm: 2.3171 2021-01-25 04:04:15,412 - mmaction - INFO - Epoch [149][2080/2147] lr: 7.570e-02, eta: 4 days, 10:24:23, time: 1.579, data_time: 0.001, memory: 16628, top1_acc: 0.4031, top5_acc: 0.6629, loss_cls: 2.5976, loss: 2.5976, grad_norm: 2.3262 2021-01-25 04:04:47,219 - mmaction - INFO - Epoch [149][2100/2147] lr: 7.570e-02, eta: 4 days, 10:23:49, time: 1.597, data_time: 0.010, memory: 16628, top1_acc: 0.4045, top5_acc: 0.6652, loss_cls: 2.6082, loss: 2.6082, grad_norm: 2.4545 2021-01-25 04:05:16,644 - mmaction - INFO - Epoch [149][2120/2147] lr: 7.570e-02, eta: 4 days, 10:23:12, time: 1.468, data_time: 0.001, memory: 16628, top1_acc: 0.4205, top5_acc: 0.6723, loss_cls: 2.5776, loss: 2.5776, grad_norm: 2.3662 2021-01-25 04:05:46,394 - mmaction - INFO - Epoch [149][2140/2147] lr: 7.570e-02, eta: 4 days, 10:22:36, time: 1.490, data_time: 0.005, memory: 16628, top1_acc: 0.4174, top5_acc: 0.6603, loss_cls: 2.6238, loss: 2.6238, grad_norm: 2.3098 2021-01-25 04:11:31,191 - mmaction - INFO - Epoch [150][20/2147] lr: 7.451e-02, eta: 4 days, 10:25:10, time: 16.079, data_time: 14.512, memory: 16628, top1_acc: 0.4183, top5_acc: 0.6567, loss_cls: 2.5879, loss: 2.5879, grad_norm: 2.3323 2021-01-25 04:12:02,394 - mmaction - INFO - Epoch [150][40/2147] lr: 7.451e-02, eta: 4 days, 10:24:35, time: 1.562, data_time: 0.013, memory: 16628, top1_acc: 0.4290, top5_acc: 0.6705, loss_cls: 2.5427, loss: 2.5427, grad_norm: 2.3421 2021-01-25 04:12:34,368 - mmaction - INFO - Epoch [150][60/2147] lr: 7.451e-02, eta: 4 days, 10:24:01, time: 1.598, data_time: 0.005, memory: 16628, top1_acc: 0.4259, top5_acc: 0.6692, loss_cls: 2.5438, loss: 2.5438, grad_norm: 2.3633 2021-01-25 04:13:03,743 - mmaction - INFO - Epoch [150][80/2147] lr: 7.451e-02, eta: 4 days, 10:23:25, time: 1.470, data_time: 0.010, memory: 16628, top1_acc: 0.4281, top5_acc: 0.6804, loss_cls: 2.5582, loss: 2.5582, grad_norm: 2.3827 2021-01-25 04:13:32,917 - mmaction - INFO - Epoch [150][100/2147] lr: 7.451e-02, eta: 4 days, 10:22:48, time: 1.459, data_time: 0.004, memory: 16628, top1_acc: 0.4201, top5_acc: 0.6629, loss_cls: 2.5597, loss: 2.5597, grad_norm: 2.3431 2021-01-25 04:14:03,370 - mmaction - INFO - Epoch [150][120/2147] lr: 7.451e-02, eta: 4 days, 10:22:13, time: 1.521, data_time: 0.005, memory: 16628, top1_acc: 0.4420, top5_acc: 0.6857, loss_cls: 2.4869, loss: 2.4869, grad_norm: 2.3003 2021-01-25 04:14:32,281 - mmaction - INFO - Epoch [150][140/2147] lr: 7.451e-02, eta: 4 days, 10:21:36, time: 1.450, data_time: 0.005, memory: 16628, top1_acc: 0.4406, top5_acc: 0.6746, loss_cls: 2.4900, loss: 2.4900, grad_norm: 2.3734 2021-01-25 04:15:02,771 - mmaction - INFO - Epoch [150][160/2147] lr: 7.451e-02, eta: 4 days, 10:21:01, time: 1.525, data_time: 0.002, memory: 16628, top1_acc: 0.4036, top5_acc: 0.6612, loss_cls: 2.6179, loss: 2.6179, grad_norm: 2.4082 2021-01-25 04:15:32,882 - mmaction - INFO - Epoch [150][180/2147] lr: 7.451e-02, eta: 4 days, 10:20:25, time: 1.501, data_time: 0.002, memory: 16628, top1_acc: 0.4241, top5_acc: 0.6576, loss_cls: 2.6218, loss: 2.6218, grad_norm: 2.3913 2021-01-25 04:16:03,841 - mmaction - INFO - Epoch [150][200/2147] lr: 7.451e-02, eta: 4 days, 10:19:50, time: 1.552, data_time: 0.011, memory: 16628, top1_acc: 0.4125, top5_acc: 0.6746, loss_cls: 2.6068, loss: 2.6068, grad_norm: 2.4479 2021-01-25 04:16:36,475 - mmaction - INFO - Epoch [150][220/2147] lr: 7.451e-02, eta: 4 days, 10:19:16, time: 1.632, data_time: 0.004, memory: 16628, top1_acc: 0.4263, top5_acc: 0.6821, loss_cls: 2.5227, loss: 2.5227, grad_norm: 2.4209 2021-01-25 04:17:11,611 - mmaction - INFO - Epoch [150][240/2147] lr: 7.451e-02, eta: 4 days, 10:18:44, time: 1.757, data_time: 0.003, memory: 16628, top1_acc: 0.4228, top5_acc: 0.6670, loss_cls: 2.5788, loss: 2.5788, grad_norm: 2.3674 2021-01-25 04:17:44,342 - mmaction - INFO - Epoch [150][260/2147] lr: 7.451e-02, eta: 4 days, 10:18:10, time: 1.630, data_time: 0.003, memory: 16628, top1_acc: 0.4045, top5_acc: 0.6625, loss_cls: 2.6133, loss: 2.6133, grad_norm: 2.4210 2021-01-25 04:18:15,217 - mmaction - INFO - Epoch [150][280/2147] lr: 7.451e-02, eta: 4 days, 10:17:35, time: 1.551, data_time: 0.009, memory: 16628, top1_acc: 0.4205, top5_acc: 0.6661, loss_cls: 2.5934, loss: 2.5934, grad_norm: 2.3676 2021-01-25 04:18:45,566 - mmaction - INFO - Epoch [150][300/2147] lr: 7.451e-02, eta: 4 days, 10:17:00, time: 1.515, data_time: 0.003, memory: 16628, top1_acc: 0.4228, top5_acc: 0.6759, loss_cls: 2.5666, loss: 2.5666, grad_norm: 2.3900 2021-01-25 04:19:15,940 - mmaction - INFO - Epoch [150][320/2147] lr: 7.451e-02, eta: 4 days, 10:16:24, time: 1.519, data_time: 0.008, memory: 16628, top1_acc: 0.4125, top5_acc: 0.6652, loss_cls: 2.6350, loss: 2.6350, grad_norm: 2.4004 2021-01-25 04:19:48,186 - mmaction - INFO - Epoch [150][340/2147] lr: 7.451e-02, eta: 4 days, 10:15:50, time: 1.614, data_time: 0.004, memory: 16628, top1_acc: 0.4246, top5_acc: 0.6839, loss_cls: 2.5496, loss: 2.5496, grad_norm: 2.3298 2021-01-25 04:20:18,647 - mmaction - INFO - Epoch [150][360/2147] lr: 7.451e-02, eta: 4 days, 10:15:15, time: 1.521, data_time: 0.006, memory: 16628, top1_acc: 0.4210, top5_acc: 0.6549, loss_cls: 2.6255, loss: 2.6255, grad_norm: 2.3524 2021-01-25 04:20:47,354 - mmaction - INFO - Epoch [150][380/2147] lr: 7.451e-02, eta: 4 days, 10:14:38, time: 1.437, data_time: 0.004, memory: 16628, top1_acc: 0.4165, top5_acc: 0.6634, loss_cls: 2.6141, loss: 2.6141, grad_norm: 2.3382 2021-01-25 04:21:16,939 - mmaction - INFO - Epoch [150][400/2147] lr: 7.451e-02, eta: 4 days, 10:14:02, time: 1.477, data_time: 0.001, memory: 16628, top1_acc: 0.4353, top5_acc: 0.6812, loss_cls: 2.5109, loss: 2.5109, grad_norm: 2.3358 2021-01-25 04:21:49,933 - mmaction - INFO - Epoch [150][420/2147] lr: 7.451e-02, eta: 4 days, 10:13:28, time: 1.651, data_time: 0.005, memory: 16628, top1_acc: 0.4076, top5_acc: 0.6522, loss_cls: 2.6247, loss: 2.6247, grad_norm: 2.4113 2021-01-25 04:22:19,151 - mmaction - INFO - Epoch [150][440/2147] lr: 7.451e-02, eta: 4 days, 10:12:52, time: 1.460, data_time: 0.006, memory: 16628, top1_acc: 0.4049, top5_acc: 0.6719, loss_cls: 2.5779, loss: 2.5779, grad_norm: 2.4175 2021-01-25 04:22:48,209 - mmaction - INFO - Epoch [150][460/2147] lr: 7.451e-02, eta: 4 days, 10:12:16, time: 1.454, data_time: 0.004, memory: 16628, top1_acc: 0.4375, top5_acc: 0.6763, loss_cls: 2.5548, loss: 2.5548, grad_norm: 2.3464 2021-01-25 04:23:17,422 - mmaction - INFO - Epoch [150][480/2147] lr: 7.451e-02, eta: 4 days, 10:11:39, time: 1.459, data_time: 0.007, memory: 16628, top1_acc: 0.4116, top5_acc: 0.6638, loss_cls: 2.6028, loss: 2.6028, grad_norm: 2.4144 2021-01-25 04:23:46,858 - mmaction - INFO - Epoch [150][500/2147] lr: 7.451e-02, eta: 4 days, 10:11:03, time: 1.472, data_time: 0.005, memory: 16628, top1_acc: 0.4219, top5_acc: 0.6571, loss_cls: 2.5980, loss: 2.5980, grad_norm: 2.3219 2021-01-25 04:24:17,589 - mmaction - INFO - Epoch [150][520/2147] lr: 7.451e-02, eta: 4 days, 10:10:28, time: 1.539, data_time: 0.005, memory: 16628, top1_acc: 0.4147, top5_acc: 0.6580, loss_cls: 2.6023, loss: 2.6023, grad_norm: 2.3311 2021-01-25 04:24:48,396 - mmaction - INFO - Epoch [150][540/2147] lr: 7.451e-02, eta: 4 days, 10:09:53, time: 1.538, data_time: 0.008, memory: 16628, top1_acc: 0.4085, top5_acc: 0.6460, loss_cls: 2.6885, loss: 2.6885, grad_norm: 2.3810 2021-01-25 04:25:19,533 - mmaction - INFO - Epoch [150][560/2147] lr: 7.451e-02, eta: 4 days, 10:09:18, time: 1.556, data_time: 0.004, memory: 16628, top1_acc: 0.4348, top5_acc: 0.6804, loss_cls: 2.5052, loss: 2.5052, grad_norm: 2.3271 2021-01-25 04:25:49,238 - mmaction - INFO - Epoch [150][580/2147] lr: 7.451e-02, eta: 4 days, 10:08:42, time: 1.485, data_time: 0.005, memory: 16628, top1_acc: 0.4161, top5_acc: 0.6634, loss_cls: 2.6341, loss: 2.6341, grad_norm: 2.3753 2021-01-25 04:26:18,490 - mmaction - INFO - Epoch [150][600/2147] lr: 7.451e-02, eta: 4 days, 10:08:06, time: 1.463, data_time: 0.010, memory: 16628, top1_acc: 0.3987, top5_acc: 0.6518, loss_cls: 2.6766, loss: 2.6766, grad_norm: 2.3502 2021-01-25 04:26:49,882 - mmaction - INFO - Epoch [150][620/2147] lr: 7.451e-02, eta: 4 days, 10:07:31, time: 1.567, data_time: 0.010, memory: 16628, top1_acc: 0.4036, top5_acc: 0.6585, loss_cls: 2.6317, loss: 2.6317, grad_norm: 2.4102 2021-01-25 04:27:19,099 - mmaction - INFO - Epoch [150][640/2147] lr: 7.451e-02, eta: 4 days, 10:06:54, time: 1.463, data_time: 0.006, memory: 16628, top1_acc: 0.4000, top5_acc: 0.6665, loss_cls: 2.6574, loss: 2.6574, grad_norm: 2.4553 2021-01-25 04:27:48,335 - mmaction - INFO - Epoch [150][660/2147] lr: 7.451e-02, eta: 4 days, 10:06:18, time: 1.463, data_time: 0.012, memory: 16628, top1_acc: 0.4196, top5_acc: 0.6705, loss_cls: 2.5835, loss: 2.5835, grad_norm: 2.3935 2021-01-25 04:28:19,520 - mmaction - INFO - Epoch [150][680/2147] lr: 7.451e-02, eta: 4 days, 10:05:43, time: 1.562, data_time: 0.005, memory: 16628, top1_acc: 0.4054, top5_acc: 0.6576, loss_cls: 2.6338, loss: 2.6338, grad_norm: 2.3832 2021-01-25 04:28:48,901 - mmaction - INFO - Epoch [150][700/2147] lr: 7.451e-02, eta: 4 days, 10:05:07, time: 1.465, data_time: 0.004, memory: 16628, top1_acc: 0.4286, top5_acc: 0.6652, loss_cls: 2.5970, loss: 2.5970, grad_norm: 2.3862 2021-01-25 04:29:21,098 - mmaction - INFO - Epoch [150][720/2147] lr: 7.451e-02, eta: 4 days, 10:04:33, time: 1.612, data_time: 0.005, memory: 16628, top1_acc: 0.4299, top5_acc: 0.6656, loss_cls: 2.5905, loss: 2.5905, grad_norm: 2.3771 2021-01-25 04:29:52,732 - mmaction - INFO - Epoch [150][740/2147] lr: 7.451e-02, eta: 4 days, 10:03:58, time: 1.578, data_time: 0.006, memory: 16628, top1_acc: 0.4286, top5_acc: 0.6817, loss_cls: 2.5150, loss: 2.5150, grad_norm: 2.3798 2021-01-25 04:30:21,521 - mmaction - INFO - Epoch [150][760/2147] lr: 7.451e-02, eta: 4 days, 10:03:22, time: 1.446, data_time: 0.009, memory: 16628, top1_acc: 0.4129, top5_acc: 0.6545, loss_cls: 2.6237, loss: 2.6237, grad_norm: 2.3474 2021-01-25 04:30:54,681 - mmaction - INFO - Epoch [150][780/2147] lr: 7.451e-02, eta: 4 days, 10:02:48, time: 1.656, data_time: 0.001, memory: 16628, top1_acc: 0.4183, top5_acc: 0.6576, loss_cls: 2.6148, loss: 2.6148, grad_norm: 2.3943 2021-01-25 04:31:25,222 - mmaction - INFO - Epoch [150][800/2147] lr: 7.451e-02, eta: 4 days, 10:02:13, time: 1.528, data_time: 0.008, memory: 16628, top1_acc: 0.4165, top5_acc: 0.6737, loss_cls: 2.5849, loss: 2.5849, grad_norm: 2.3411 2021-01-25 04:31:55,867 - mmaction - INFO - Epoch [150][820/2147] lr: 7.451e-02, eta: 4 days, 10:01:38, time: 1.532, data_time: 0.004, memory: 16628, top1_acc: 0.4036, top5_acc: 0.6612, loss_cls: 2.6277, loss: 2.6277, grad_norm: 2.3834 2021-01-25 04:32:26,908 - mmaction - INFO - Epoch [150][840/2147] lr: 7.451e-02, eta: 4 days, 10:01:03, time: 1.553, data_time: 0.010, memory: 16628, top1_acc: 0.4027, top5_acc: 0.6598, loss_cls: 2.6331, loss: 2.6331, grad_norm: 2.4068 2021-01-25 04:33:00,629 - mmaction - INFO - Epoch [150][860/2147] lr: 7.451e-02, eta: 4 days, 10:00:30, time: 1.686, data_time: 0.002, memory: 16628, top1_acc: 0.4326, top5_acc: 0.6719, loss_cls: 2.5754, loss: 2.5754, grad_norm: 2.3217 2021-01-25 04:33:34,105 - mmaction - INFO - Epoch [150][880/2147] lr: 7.451e-02, eta: 4 days, 9:59:56, time: 1.674, data_time: 0.010, memory: 16628, top1_acc: 0.4326, top5_acc: 0.6665, loss_cls: 2.5581, loss: 2.5581, grad_norm: 2.3511 2021-01-25 04:34:04,714 - mmaction - INFO - Epoch [150][900/2147] lr: 7.451e-02, eta: 4 days, 9:59:21, time: 1.529, data_time: 0.003, memory: 16628, top1_acc: 0.4174, top5_acc: 0.6670, loss_cls: 2.6149, loss: 2.6149, grad_norm: 2.4230 2021-01-25 04:34:33,713 - mmaction - INFO - Epoch [150][920/2147] lr: 7.451e-02, eta: 4 days, 9:58:45, time: 1.452, data_time: 0.009, memory: 16628, top1_acc: 0.4246, top5_acc: 0.6906, loss_cls: 2.5077, loss: 2.5077, grad_norm: 2.4024 2021-01-25 04:35:05,690 - mmaction - INFO - Epoch [150][940/2147] lr: 7.451e-02, eta: 4 days, 9:58:10, time: 1.594, data_time: 0.004, memory: 16628, top1_acc: 0.4085, top5_acc: 0.6728, loss_cls: 2.6018, loss: 2.6018, grad_norm: 2.3717 2021-01-25 04:35:34,377 - mmaction - INFO - Epoch [150][960/2147] lr: 7.451e-02, eta: 4 days, 9:57:34, time: 1.437, data_time: 0.012, memory: 16628, top1_acc: 0.4290, top5_acc: 0.6652, loss_cls: 2.5814, loss: 2.5814, grad_norm: 2.3961 2021-01-25 04:36:05,420 - mmaction - INFO - Epoch [150][980/2147] lr: 7.451e-02, eta: 4 days, 9:56:59, time: 1.553, data_time: 0.007, memory: 16628, top1_acc: 0.4223, top5_acc: 0.6759, loss_cls: 2.5961, loss: 2.5961, grad_norm: 2.3954 2021-01-25 04:36:36,241 - mmaction - INFO - Epoch [150][1000/2147] lr: 7.451e-02, eta: 4 days, 9:56:23, time: 1.543, data_time: 0.009, memory: 16628, top1_acc: 0.4000, top5_acc: 0.6558, loss_cls: 2.6707, loss: 2.6707, grad_norm: 2.3950 2021-01-25 04:37:08,126 - mmaction - INFO - Epoch [150][1020/2147] lr: 7.451e-02, eta: 4 days, 9:55:49, time: 1.592, data_time: 0.003, memory: 16628, top1_acc: 0.4179, top5_acc: 0.6768, loss_cls: 2.5979, loss: 2.5979, grad_norm: 2.3724 2021-01-25 04:37:37,493 - mmaction - INFO - Epoch [150][1040/2147] lr: 7.451e-02, eta: 4 days, 9:55:13, time: 1.470, data_time: 0.007, memory: 16628, top1_acc: 0.4219, top5_acc: 0.6679, loss_cls: 2.5971, loss: 2.5971, grad_norm: 2.3960 2021-01-25 04:38:06,876 - mmaction - INFO - Epoch [150][1060/2147] lr: 7.451e-02, eta: 4 days, 9:54:37, time: 1.469, data_time: 0.003, memory: 16628, top1_acc: 0.4156, top5_acc: 0.6621, loss_cls: 2.6116, loss: 2.6116, grad_norm: 2.4024 2021-01-25 04:38:35,827 - mmaction - INFO - Epoch [150][1080/2147] lr: 7.451e-02, eta: 4 days, 9:54:00, time: 1.448, data_time: 0.005, memory: 16628, top1_acc: 0.4161, top5_acc: 0.6679, loss_cls: 2.6104, loss: 2.6104, grad_norm: 2.3543 2021-01-25 04:39:05,282 - mmaction - INFO - Epoch [150][1100/2147] lr: 7.451e-02, eta: 4 days, 9:53:24, time: 1.473, data_time: 0.005, memory: 16628, top1_acc: 0.4321, top5_acc: 0.6728, loss_cls: 2.5388, loss: 2.5388, grad_norm: 2.3656 2021-01-25 04:39:35,812 - mmaction - INFO - Epoch [150][1120/2147] lr: 7.451e-02, eta: 4 days, 9:52:49, time: 1.528, data_time: 0.003, memory: 16628, top1_acc: 0.4036, top5_acc: 0.6661, loss_cls: 2.6102, loss: 2.6102, grad_norm: 2.3886 2021-01-25 04:40:07,792 - mmaction - INFO - Epoch [150][1140/2147] lr: 7.451e-02, eta: 4 days, 9:52:14, time: 1.597, data_time: 0.002, memory: 16628, top1_acc: 0.4004, top5_acc: 0.6464, loss_cls: 2.6969, loss: 2.6969, grad_norm: 2.4283 2021-01-25 04:40:38,077 - mmaction - INFO - Epoch [150][1160/2147] lr: 7.451e-02, eta: 4 days, 9:51:39, time: 1.513, data_time: 0.005, memory: 16628, top1_acc: 0.4232, top5_acc: 0.6634, loss_cls: 2.5600, loss: 2.5600, grad_norm: 2.3375 2021-01-25 04:41:09,276 - mmaction - INFO - Epoch [150][1180/2147] lr: 7.451e-02, eta: 4 days, 9:51:04, time: 1.563, data_time: 0.010, memory: 16628, top1_acc: 0.4196, top5_acc: 0.6696, loss_cls: 2.6034, loss: 2.6034, grad_norm: 2.4791 2021-01-25 04:41:42,610 - mmaction - INFO - Epoch [150][1200/2147] lr: 7.451e-02, eta: 4 days, 9:50:30, time: 1.595, data_time: 0.003, memory: 16628, top1_acc: 0.4165, top5_acc: 0.6701, loss_cls: 2.6141, loss: 2.6141, grad_norm: 2.4141 2021-01-25 04:42:12,550 - mmaction - INFO - Epoch [150][1220/2147] lr: 7.451e-02, eta: 4 days, 9:49:55, time: 1.568, data_time: 0.086, memory: 16628, top1_acc: 0.4031, top5_acc: 0.6598, loss_cls: 2.6661, loss: 2.6661, grad_norm: 2.4033 2021-01-25 04:42:43,079 - mmaction - INFO - Epoch [150][1240/2147] lr: 7.451e-02, eta: 4 days, 9:49:19, time: 1.522, data_time: 0.004, memory: 16628, top1_acc: 0.4272, top5_acc: 0.6830, loss_cls: 2.5484, loss: 2.5484, grad_norm: 2.3913 2021-01-25 04:43:12,228 - mmaction - INFO - Epoch [150][1260/2147] lr: 7.451e-02, eta: 4 days, 9:48:43, time: 1.460, data_time: 0.007, memory: 16628, top1_acc: 0.4152, top5_acc: 0.6487, loss_cls: 2.6420, loss: 2.6420, grad_norm: 2.3697 2021-01-25 04:43:44,140 - mmaction - INFO - Epoch [150][1280/2147] lr: 7.451e-02, eta: 4 days, 9:48:09, time: 1.598, data_time: 0.006, memory: 16628, top1_acc: 0.3982, top5_acc: 0.6634, loss_cls: 2.6117, loss: 2.6117, grad_norm: 2.3671 2021-01-25 04:44:13,054 - mmaction - INFO - Epoch [150][1300/2147] lr: 7.451e-02, eta: 4 days, 9:47:32, time: 1.445, data_time: 0.002, memory: 16628, top1_acc: 0.4125, top5_acc: 0.6612, loss_cls: 2.5953, loss: 2.5953, grad_norm: 2.4005 2021-01-25 04:44:42,165 - mmaction - INFO - Epoch [150][1320/2147] lr: 7.451e-02, eta: 4 days, 9:46:56, time: 1.454, data_time: 0.003, memory: 16628, top1_acc: 0.4313, top5_acc: 0.6884, loss_cls: 2.4937, loss: 2.4937, grad_norm: 2.3299 2021-01-25 04:45:10,916 - mmaction - INFO - Epoch [150][1340/2147] lr: 7.451e-02, eta: 4 days, 9:46:19, time: 1.438, data_time: 0.003, memory: 16628, top1_acc: 0.3964, top5_acc: 0.6603, loss_cls: 2.6916, loss: 2.6916, grad_norm: 2.3956 2021-01-25 04:45:41,092 - mmaction - INFO - Epoch [150][1360/2147] lr: 7.451e-02, eta: 4 days, 9:45:43, time: 1.492, data_time: 0.005, memory: 16628, top1_acc: 0.4254, top5_acc: 0.6804, loss_cls: 2.5191, loss: 2.5191, grad_norm: 2.3477 2021-01-25 04:46:11,852 - mmaction - INFO - Epoch [150][1380/2147] lr: 7.451e-02, eta: 4 days, 9:45:09, time: 1.554, data_time: 0.022, memory: 16628, top1_acc: 0.4250, top5_acc: 0.6732, loss_cls: 2.5237, loss: 2.5237, grad_norm: 2.3418 2021-01-25 04:46:41,026 - mmaction - INFO - Epoch [150][1400/2147] lr: 7.451e-02, eta: 4 days, 9:44:32, time: 1.451, data_time: 0.004, memory: 16628, top1_acc: 0.4036, top5_acc: 0.6705, loss_cls: 2.6093, loss: 2.6093, grad_norm: 2.4199 2021-01-25 04:47:12,131 - mmaction - INFO - Epoch [150][1420/2147] lr: 7.451e-02, eta: 4 days, 9:43:57, time: 1.564, data_time: 0.032, memory: 16628, top1_acc: 0.4223, top5_acc: 0.6723, loss_cls: 2.5464, loss: 2.5464, grad_norm: 2.3821 2021-01-25 04:47:42,699 - mmaction - INFO - Epoch [150][1440/2147] lr: 7.451e-02, eta: 4 days, 9:43:22, time: 1.527, data_time: 0.003, memory: 16628, top1_acc: 0.4196, top5_acc: 0.6571, loss_cls: 2.6441, loss: 2.6441, grad_norm: 2.4107 2021-01-25 04:48:13,202 - mmaction - INFO - Epoch [150][1460/2147] lr: 7.451e-02, eta: 4 days, 9:42:47, time: 1.527, data_time: 0.004, memory: 16628, top1_acc: 0.4165, top5_acc: 0.6661, loss_cls: 2.6105, loss: 2.6105, grad_norm: 2.3253 2021-01-25 04:48:47,152 - mmaction - INFO - Epoch [150][1480/2147] lr: 7.451e-02, eta: 4 days, 9:42:14, time: 1.691, data_time: 0.010, memory: 16628, top1_acc: 0.4237, top5_acc: 0.6746, loss_cls: 2.5609, loss: 2.5609, grad_norm: 2.3088 2021-01-25 04:49:15,767 - mmaction - INFO - Epoch [150][1500/2147] lr: 7.451e-02, eta: 4 days, 9:41:37, time: 1.438, data_time: 0.009, memory: 16628, top1_acc: 0.4388, top5_acc: 0.6714, loss_cls: 2.5472, loss: 2.5472, grad_norm: 2.3130 2021-01-25 04:49:44,553 - mmaction - INFO - Epoch [150][1520/2147] lr: 7.451e-02, eta: 4 days, 9:41:00, time: 1.440, data_time: 0.002, memory: 16628, top1_acc: 0.4237, top5_acc: 0.6670, loss_cls: 2.6242, loss: 2.6242, grad_norm: 2.3137 2021-01-25 04:50:14,716 - mmaction - INFO - Epoch [150][1540/2147] lr: 7.451e-02, eta: 4 days, 9:40:25, time: 1.505, data_time: 0.001, memory: 16628, top1_acc: 0.4085, top5_acc: 0.6625, loss_cls: 2.6553, loss: 2.6553, grad_norm: 2.4228 2021-01-25 04:50:43,591 - mmaction - INFO - Epoch [150][1560/2147] lr: 7.451e-02, eta: 4 days, 9:39:48, time: 1.442, data_time: 0.009, memory: 16628, top1_acc: 0.4205, top5_acc: 0.6826, loss_cls: 2.5385, loss: 2.5385, grad_norm: 2.3723 2021-01-25 04:51:15,067 - mmaction - INFO - Epoch [150][1580/2147] lr: 7.451e-02, eta: 4 days, 9:39:14, time: 1.578, data_time: 0.006, memory: 16628, top1_acc: 0.4326, top5_acc: 0.6737, loss_cls: 2.5515, loss: 2.5515, grad_norm: 2.3541 2021-01-25 04:51:48,445 - mmaction - INFO - Epoch [150][1600/2147] lr: 7.451e-02, eta: 4 days, 9:38:40, time: 1.667, data_time: 0.003, memory: 16628, top1_acc: 0.4205, top5_acc: 0.6647, loss_cls: 2.6116, loss: 2.6116, grad_norm: 2.3580 2021-01-25 04:52:17,298 - mmaction - INFO - Epoch [150][1620/2147] lr: 7.451e-02, eta: 4 days, 9:38:04, time: 1.446, data_time: 0.011, memory: 16628, top1_acc: 0.3946, top5_acc: 0.6687, loss_cls: 2.6365, loss: 2.6365, grad_norm: 2.3739 2021-01-25 04:52:48,943 - mmaction - INFO - Epoch [150][1640/2147] lr: 7.451e-02, eta: 4 days, 9:37:29, time: 1.582, data_time: 0.003, memory: 16628, top1_acc: 0.3973, top5_acc: 0.6549, loss_cls: 2.6506, loss: 2.6506, grad_norm: 2.4267 2021-01-25 04:53:19,438 - mmaction - INFO - Epoch [150][1660/2147] lr: 7.451e-02, eta: 4 days, 9:36:54, time: 1.523, data_time: 0.002, memory: 16628, top1_acc: 0.4371, top5_acc: 0.6710, loss_cls: 2.5436, loss: 2.5436, grad_norm: 2.2736 2021-01-25 04:53:51,132 - mmaction - INFO - Epoch [150][1680/2147] lr: 7.451e-02, eta: 4 days, 9:36:19, time: 1.583, data_time: 0.003, memory: 16628, top1_acc: 0.4277, top5_acc: 0.6808, loss_cls: 2.5660, loss: 2.5660, grad_norm: 2.3533 2021-01-25 04:54:19,575 - mmaction - INFO - Epoch [150][1700/2147] lr: 7.451e-02, eta: 4 days, 9:35:43, time: 1.426, data_time: 0.008, memory: 16628, top1_acc: 0.4022, top5_acc: 0.6687, loss_cls: 2.6230, loss: 2.6230, grad_norm: 2.4030 2021-01-25 04:54:48,292 - mmaction - INFO - Epoch [150][1720/2147] lr: 7.451e-02, eta: 4 days, 9:35:06, time: 1.435, data_time: 0.002, memory: 16628, top1_acc: 0.4183, top5_acc: 0.6621, loss_cls: 2.6060, loss: 2.6060, grad_norm: 2.3686 2021-01-25 04:55:19,362 - mmaction - INFO - Epoch [150][1740/2147] lr: 7.451e-02, eta: 4 days, 9:34:31, time: 1.551, data_time: 0.002, memory: 16628, top1_acc: 0.4165, top5_acc: 0.6531, loss_cls: 2.6611, loss: 2.6611, grad_norm: 2.4089 2021-01-25 04:55:48,266 - mmaction - INFO - Epoch [150][1760/2147] lr: 7.451e-02, eta: 4 days, 9:33:54, time: 1.446, data_time: 0.006, memory: 16628, top1_acc: 0.3964, top5_acc: 0.6594, loss_cls: 2.6176, loss: 2.6176, grad_norm: 2.3573 2021-01-25 04:56:16,855 - mmaction - INFO - Epoch [150][1780/2147] lr: 7.451e-02, eta: 4 days, 9:33:18, time: 1.432, data_time: 0.004, memory: 16628, top1_acc: 0.4009, top5_acc: 0.6424, loss_cls: 2.6703, loss: 2.6703, grad_norm: 2.3456 2021-01-25 04:56:54,350 - mmaction - INFO - Epoch [150][1800/2147] lr: 7.451e-02, eta: 4 days, 9:32:47, time: 1.870, data_time: 0.006, memory: 16628, top1_acc: 0.4076, top5_acc: 0.6446, loss_cls: 2.6774, loss: 2.6774, grad_norm: 2.3366 2021-01-25 04:57:24,581 - mmaction - INFO - Epoch [150][1820/2147] lr: 7.451e-02, eta: 4 days, 9:32:12, time: 1.513, data_time: 0.011, memory: 16628, top1_acc: 0.3951, top5_acc: 0.6585, loss_cls: 2.6905, loss: 2.6905, grad_norm: 2.3861 2021-01-25 04:58:01,380 - mmaction - INFO - Epoch [150][1840/2147] lr: 7.451e-02, eta: 4 days, 9:31:41, time: 1.836, data_time: 0.012, memory: 16628, top1_acc: 0.4040, top5_acc: 0.6634, loss_cls: 2.6162, loss: 2.6162, grad_norm: 2.3603 2021-01-25 04:58:32,025 - mmaction - INFO - Epoch [150][1860/2147] lr: 7.451e-02, eta: 4 days, 9:31:06, time: 1.535, data_time: 0.012, memory: 16628, top1_acc: 0.3973, top5_acc: 0.6625, loss_cls: 2.6583, loss: 2.6583, grad_norm: 2.3650 2021-01-25 04:59:03,207 - mmaction - INFO - Epoch [150][1880/2147] lr: 7.451e-02, eta: 4 days, 9:30:31, time: 1.562, data_time: 0.006, memory: 16628, top1_acc: 0.4170, top5_acc: 0.6621, loss_cls: 2.6264, loss: 2.6264, grad_norm: 2.3169 2021-01-25 04:59:32,194 - mmaction - INFO - Epoch [150][1900/2147] lr: 7.451e-02, eta: 4 days, 9:29:54, time: 1.450, data_time: 0.006, memory: 16628, top1_acc: 0.4170, top5_acc: 0.6754, loss_cls: 2.5759, loss: 2.5759, grad_norm: 2.4277 2021-01-25 05:00:07,403 - mmaction - INFO - Epoch [150][1920/2147] lr: 7.451e-02, eta: 4 days, 9:29:22, time: 1.760, data_time: 0.007, memory: 16628, top1_acc: 0.4179, top5_acc: 0.6701, loss_cls: 2.6204, loss: 2.6204, grad_norm: 2.4009 2021-01-25 05:00:38,025 - mmaction - INFO - Epoch [150][1940/2147] lr: 7.451e-02, eta: 4 days, 9:28:47, time: 1.531, data_time: 0.006, memory: 16628, top1_acc: 0.4179, top5_acc: 0.6701, loss_cls: 2.5957, loss: 2.5957, grad_norm: 2.3380 2021-01-25 05:01:10,597 - mmaction - INFO - Epoch [150][1960/2147] lr: 7.451e-02, eta: 4 days, 9:28:13, time: 1.628, data_time: 0.008, memory: 16628, top1_acc: 0.3969, top5_acc: 0.6585, loss_cls: 2.6896, loss: 2.6896, grad_norm: 2.3890 2021-01-25 05:01:45,227 - mmaction - INFO - Epoch [150][1980/2147] lr: 7.451e-02, eta: 4 days, 9:27:41, time: 1.734, data_time: 0.010, memory: 16628, top1_acc: 0.4219, top5_acc: 0.6746, loss_cls: 2.5628, loss: 2.5628, grad_norm: 2.3776 2021-01-25 05:02:15,330 - mmaction - INFO - Epoch [150][2000/2147] lr: 7.451e-02, eta: 4 days, 9:27:05, time: 1.503, data_time: 0.002, memory: 16628, top1_acc: 0.4263, top5_acc: 0.6795, loss_cls: 2.5677, loss: 2.5677, grad_norm: 2.4315 2021-01-25 05:02:44,446 - mmaction - INFO - Epoch [150][2020/2147] lr: 7.451e-02, eta: 4 days, 9:26:29, time: 1.457, data_time: 0.008, memory: 16628, top1_acc: 0.4272, top5_acc: 0.6647, loss_cls: 2.5795, loss: 2.5795, grad_norm: 2.3771 2021-01-25 05:03:13,103 - mmaction - INFO - Epoch [150][2040/2147] lr: 7.451e-02, eta: 4 days, 9:25:52, time: 1.433, data_time: 0.008, memory: 16628, top1_acc: 0.4250, top5_acc: 0.6705, loss_cls: 2.5693, loss: 2.5693, grad_norm: 2.3626 2021-01-25 05:03:43,869 - mmaction - INFO - Epoch [150][2060/2147] lr: 7.451e-02, eta: 4 days, 9:25:17, time: 1.538, data_time: 0.004, memory: 16628, top1_acc: 0.4170, top5_acc: 0.6710, loss_cls: 2.6145, loss: 2.6145, grad_norm: 2.4296 2021-01-25 05:04:13,524 - mmaction - INFO - Epoch [150][2080/2147] lr: 7.451e-02, eta: 4 days, 9:24:41, time: 1.480, data_time: 0.002, memory: 16628, top1_acc: 0.4013, top5_acc: 0.6487, loss_cls: 2.6853, loss: 2.6853, grad_norm: 2.4437 2021-01-25 05:04:43,639 - mmaction - INFO - Epoch [150][2100/2147] lr: 7.451e-02, eta: 4 days, 9:24:05, time: 1.506, data_time: 0.006, memory: 16628, top1_acc: 0.4156, top5_acc: 0.6692, loss_cls: 2.5623, loss: 2.5623, grad_norm: 2.3665 2021-01-25 05:05:15,032 - mmaction - INFO - Epoch [150][2120/2147] lr: 7.451e-02, eta: 4 days, 9:23:31, time: 1.570, data_time: 0.011, memory: 16628, top1_acc: 0.4076, top5_acc: 0.6509, loss_cls: 2.6097, loss: 2.6097, grad_norm: 2.4321 2021-01-25 05:05:45,473 - mmaction - INFO - Epoch [150][2140/2147] lr: 7.451e-02, eta: 4 days, 9:22:55, time: 1.525, data_time: 0.004, memory: 16628, top1_acc: 0.4379, top5_acc: 0.6643, loss_cls: 2.5475, loss: 2.5475, grad_norm: 2.3471 2021-01-25 05:25:12,879 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-25 05:25:13,852 - mmaction - INFO - top1_acc 0.4871 top5_acc 0.7499 2021-01-25 05:25:13,852 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-25 05:25:13,912 - mmaction - INFO - mean_acc 0.4871 2021-01-25 05:25:13,912 - mmaction - INFO - Now best checkpoint is epoch_150.pth 2021-01-25 05:25:13,921 - mmaction - INFO - Epoch(val) [150][2147] top1_acc: 0.4871, top5_acc: 0.7499, mean_class_accuracy: 0.4871 2021-01-25 05:30:13,273 - mmaction - INFO - Epoch [151][20/2147] lr: 7.333e-02, eta: 4 days, 9:25:10, time: 14.963, data_time: 13.320, memory: 16628, top1_acc: 0.4366, top5_acc: 0.6746, loss_cls: 2.5088, loss: 2.5088, grad_norm: 2.3335 2021-01-25 05:30:42,851 - mmaction - INFO - Epoch [151][40/2147] lr: 7.333e-02, eta: 4 days, 9:24:34, time: 1.474, data_time: 0.005, memory: 16628, top1_acc: 0.4420, top5_acc: 0.6879, loss_cls: 2.4792, loss: 2.4792, grad_norm: 2.3799 2021-01-25 05:31:12,212 - mmaction - INFO - Epoch [151][60/2147] lr: 7.333e-02, eta: 4 days, 9:23:58, time: 1.474, data_time: 0.009, memory: 16628, top1_acc: 0.4183, top5_acc: 0.6670, loss_cls: 2.6280, loss: 2.6280, grad_norm: 2.4478 2021-01-25 05:31:44,691 - mmaction - INFO - Epoch [151][80/2147] lr: 7.333e-02, eta: 4 days, 9:23:24, time: 1.609, data_time: 0.003, memory: 16628, top1_acc: 0.4250, top5_acc: 0.6839, loss_cls: 2.5485, loss: 2.5485, grad_norm: 2.4165 2021-01-25 05:32:15,723 - mmaction - INFO - Epoch [151][100/2147] lr: 7.333e-02, eta: 4 days, 9:22:49, time: 1.565, data_time: 0.019, memory: 16628, top1_acc: 0.4040, top5_acc: 0.6643, loss_cls: 2.6133, loss: 2.6133, grad_norm: 2.4441 2021-01-25 05:32:45,605 - mmaction - INFO - Epoch [151][120/2147] lr: 7.333e-02, eta: 4 days, 9:22:13, time: 1.495, data_time: 0.009, memory: 16628, top1_acc: 0.4250, top5_acc: 0.6839, loss_cls: 2.5736, loss: 2.5736, grad_norm: 2.3667 2021-01-25 05:33:17,461 - mmaction - INFO - Epoch [151][140/2147] lr: 7.333e-02, eta: 4 days, 9:21:39, time: 1.593, data_time: 0.003, memory: 16628, top1_acc: 0.4326, top5_acc: 0.6750, loss_cls: 2.5155, loss: 2.5155, grad_norm: 2.3052 2021-01-25 05:33:48,292 - mmaction - INFO - Epoch [151][160/2147] lr: 7.333e-02, eta: 4 days, 9:21:04, time: 1.542, data_time: 0.007, memory: 16628, top1_acc: 0.4326, top5_acc: 0.6746, loss_cls: 2.5396, loss: 2.5396, grad_norm: 2.3608 2021-01-25 05:34:17,637 - mmaction - INFO - Epoch [151][180/2147] lr: 7.333e-02, eta: 4 days, 9:20:27, time: 1.467, data_time: 0.009, memory: 16628, top1_acc: 0.4196, top5_acc: 0.6674, loss_cls: 2.5692, loss: 2.5692, grad_norm: 2.4212 2021-01-25 05:34:46,189 - mmaction - INFO - Epoch [151][200/2147] lr: 7.333e-02, eta: 4 days, 9:19:51, time: 1.428, data_time: 0.003, memory: 16628, top1_acc: 0.4237, top5_acc: 0.6607, loss_cls: 2.6344, loss: 2.6344, grad_norm: 2.4021 2021-01-25 05:35:15,618 - mmaction - INFO - Epoch [151][220/2147] lr: 7.333e-02, eta: 4 days, 9:19:14, time: 1.469, data_time: 0.005, memory: 16628, top1_acc: 0.4281, top5_acc: 0.6594, loss_cls: 2.6175, loss: 2.6175, grad_norm: 2.4697 2021-01-25 05:35:45,037 - mmaction - INFO - Epoch [151][240/2147] lr: 7.333e-02, eta: 4 days, 9:18:38, time: 1.470, data_time: 0.005, memory: 16628, top1_acc: 0.4353, top5_acc: 0.6817, loss_cls: 2.5160, loss: 2.5160, grad_norm: 2.3496 2021-01-25 05:36:13,884 - mmaction - INFO - Epoch [151][260/2147] lr: 7.333e-02, eta: 4 days, 9:18:02, time: 1.446, data_time: 0.005, memory: 16628, top1_acc: 0.4335, top5_acc: 0.6737, loss_cls: 2.5170, loss: 2.5170, grad_norm: 2.3610 2021-01-25 05:36:51,604 - mmaction - INFO - Epoch [151][280/2147] lr: 7.333e-02, eta: 4 days, 9:17:32, time: 1.884, data_time: 0.003, memory: 16628, top1_acc: 0.4237, top5_acc: 0.6629, loss_cls: 2.5898, loss: 2.5898, grad_norm: 2.4089 2021-01-25 05:37:21,811 - mmaction - INFO - Epoch [151][300/2147] lr: 7.333e-02, eta: 4 days, 9:16:56, time: 1.509, data_time: 0.005, memory: 16628, top1_acc: 0.4353, top5_acc: 0.6674, loss_cls: 2.5643, loss: 2.5643, grad_norm: 2.4394 2021-01-25 05:37:54,744 - mmaction - INFO - Epoch [151][320/2147] lr: 7.333e-02, eta: 4 days, 9:16:22, time: 1.629, data_time: 0.011, memory: 16628, top1_acc: 0.4089, top5_acc: 0.6634, loss_cls: 2.6015, loss: 2.6015, grad_norm: 2.3723 2021-01-25 05:38:25,955 - mmaction - INFO - Epoch [151][340/2147] lr: 7.333e-02, eta: 4 days, 9:15:48, time: 1.581, data_time: 0.025, memory: 16628, top1_acc: 0.4241, top5_acc: 0.6723, loss_cls: 2.5453, loss: 2.5453, grad_norm: 2.3965 2021-01-25 05:38:57,078 - mmaction - INFO - Epoch [151][360/2147] lr: 7.333e-02, eta: 4 days, 9:15:13, time: 1.554, data_time: 0.004, memory: 16628, top1_acc: 0.4143, top5_acc: 0.6607, loss_cls: 2.6294, loss: 2.6294, grad_norm: 2.4060 2021-01-25 05:39:26,330 - mmaction - INFO - Epoch [151][380/2147] lr: 7.333e-02, eta: 4 days, 9:14:36, time: 1.463, data_time: 0.008, memory: 16628, top1_acc: 0.4196, top5_acc: 0.6625, loss_cls: 2.5841, loss: 2.5841, grad_norm: 2.3652 2021-01-25 05:39:59,355 - mmaction - INFO - Epoch [151][400/2147] lr: 7.333e-02, eta: 4 days, 9:14:03, time: 1.654, data_time: 0.006, memory: 16628, top1_acc: 0.4152, top5_acc: 0.6576, loss_cls: 2.6095, loss: 2.6095, grad_norm: 2.4105 2021-01-25 05:40:29,596 - mmaction - INFO - Epoch [151][420/2147] lr: 7.333e-02, eta: 4 days, 9:13:27, time: 1.510, data_time: 0.004, memory: 16628, top1_acc: 0.4152, top5_acc: 0.6527, loss_cls: 2.6336, loss: 2.6336, grad_norm: 2.3338 2021-01-25 05:41:00,181 - mmaction - INFO - Epoch [151][440/2147] lr: 7.333e-02, eta: 4 days, 9:12:52, time: 1.532, data_time: 0.004, memory: 16628, top1_acc: 0.4379, top5_acc: 0.6879, loss_cls: 2.5194, loss: 2.5194, grad_norm: 2.2872 2021-01-25 05:41:30,727 - mmaction - INFO - Epoch [151][460/2147] lr: 7.333e-02, eta: 4 days, 9:12:17, time: 1.527, data_time: 0.002, memory: 16628, top1_acc: 0.4308, top5_acc: 0.6835, loss_cls: 2.5225, loss: 2.5225, grad_norm: 2.3492 2021-01-25 05:42:03,742 - mmaction - INFO - Epoch [151][480/2147] lr: 7.333e-02, eta: 4 days, 9:11:43, time: 1.646, data_time: 0.002, memory: 16628, top1_acc: 0.4018, top5_acc: 0.6527, loss_cls: 2.6375, loss: 2.6375, grad_norm: 2.3874 2021-01-25 05:42:34,625 - mmaction - INFO - Epoch [151][500/2147] lr: 7.333e-02, eta: 4 days, 9:11:08, time: 1.547, data_time: 0.009, memory: 16628, top1_acc: 0.4415, top5_acc: 0.6670, loss_cls: 2.5300, loss: 2.5300, grad_norm: 2.4275 2021-01-25 05:43:08,049 - mmaction - INFO - Epoch [151][520/2147] lr: 7.333e-02, eta: 4 days, 9:10:35, time: 1.667, data_time: 0.007, memory: 16628, top1_acc: 0.4286, top5_acc: 0.6875, loss_cls: 2.5334, loss: 2.5334, grad_norm: 2.4150 2021-01-25 05:43:40,718 - mmaction - INFO - Epoch [151][540/2147] lr: 7.333e-02, eta: 4 days, 9:10:01, time: 1.638, data_time: 0.010, memory: 16628, top1_acc: 0.4143, top5_acc: 0.6634, loss_cls: 2.5862, loss: 2.5862, grad_norm: 2.3880 2021-01-25 05:44:10,132 - mmaction - INFO - Epoch [151][560/2147] lr: 7.333e-02, eta: 4 days, 9:09:25, time: 1.470, data_time: 0.005, memory: 16628, top1_acc: 0.4143, top5_acc: 0.6594, loss_cls: 2.6483, loss: 2.6483, grad_norm: 2.3807 2021-01-25 05:44:40,182 - mmaction - INFO - Epoch [151][580/2147] lr: 7.333e-02, eta: 4 days, 9:08:49, time: 1.505, data_time: 0.004, memory: 16628, top1_acc: 0.4429, top5_acc: 0.6853, loss_cls: 2.4816, loss: 2.4816, grad_norm: 2.2898 2021-01-25 05:45:09,029 - mmaction - INFO - Epoch [151][600/2147] lr: 7.333e-02, eta: 4 days, 9:08:12, time: 1.441, data_time: 0.002, memory: 16628, top1_acc: 0.4353, top5_acc: 0.6759, loss_cls: 2.5588, loss: 2.5588, grad_norm: 2.3735 2021-01-25 05:45:41,219 - mmaction - INFO - Epoch [151][620/2147] lr: 7.333e-02, eta: 4 days, 9:07:38, time: 1.611, data_time: 0.003, memory: 16628, top1_acc: 0.4263, top5_acc: 0.6687, loss_cls: 2.5937, loss: 2.5937, grad_norm: 2.3804 2021-01-25 05:46:10,173 - mmaction - INFO - Epoch [151][640/2147] lr: 7.333e-02, eta: 4 days, 9:07:02, time: 1.446, data_time: 0.002, memory: 16628, top1_acc: 0.4143, top5_acc: 0.6737, loss_cls: 2.5841, loss: 2.5841, grad_norm: 2.3339 2021-01-25 05:46:44,607 - mmaction - INFO - Epoch [151][660/2147] lr: 7.333e-02, eta: 4 days, 9:06:29, time: 1.674, data_time: 0.008, memory: 16628, top1_acc: 0.4205, top5_acc: 0.6603, loss_cls: 2.6334, loss: 2.6334, grad_norm: 2.3719 2021-01-25 05:47:13,661 - mmaction - INFO - Epoch [151][680/2147] lr: 7.333e-02, eta: 4 days, 9:05:53, time: 1.501, data_time: 0.054, memory: 16628, top1_acc: 0.4357, top5_acc: 0.6844, loss_cls: 2.5045, loss: 2.5045, grad_norm: 2.3759 2021-01-25 05:47:44,336 - mmaction - INFO - Epoch [151][700/2147] lr: 7.333e-02, eta: 4 days, 9:05:18, time: 1.532, data_time: 0.004, memory: 16628, top1_acc: 0.4121, top5_acc: 0.6629, loss_cls: 2.5871, loss: 2.5871, grad_norm: 2.3826 2021-01-25 05:48:13,382 - mmaction - INFO - Epoch [151][720/2147] lr: 7.333e-02, eta: 4 days, 9:04:41, time: 1.455, data_time: 0.005, memory: 16628, top1_acc: 0.3991, top5_acc: 0.6504, loss_cls: 2.6787, loss: 2.6787, grad_norm: 2.3506 2021-01-25 05:48:43,850 - mmaction - INFO - Epoch [151][740/2147] lr: 7.333e-02, eta: 4 days, 9:04:06, time: 1.522, data_time: 0.005, memory: 16628, top1_acc: 0.4237, top5_acc: 0.6612, loss_cls: 2.6012, loss: 2.6012, grad_norm: 2.3451 2021-01-25 05:49:13,536 - mmaction - INFO - Epoch [151][760/2147] lr: 7.333e-02, eta: 4 days, 9:03:30, time: 1.482, data_time: 0.006, memory: 16628, top1_acc: 0.4214, top5_acc: 0.6723, loss_cls: 2.5536, loss: 2.5536, grad_norm: 2.3339 2021-01-25 05:49:42,681 - mmaction - INFO - Epoch [151][780/2147] lr: 7.333e-02, eta: 4 days, 9:02:54, time: 1.461, data_time: 0.006, memory: 16628, top1_acc: 0.4152, top5_acc: 0.6741, loss_cls: 2.5908, loss: 2.5908, grad_norm: 2.3630 2021-01-25 05:50:12,922 - mmaction - INFO - Epoch [151][800/2147] lr: 7.333e-02, eta: 4 days, 9:02:18, time: 1.510, data_time: 0.003, memory: 16628, top1_acc: 0.4085, top5_acc: 0.6603, loss_cls: 2.6270, loss: 2.6270, grad_norm: 2.3834 2021-01-25 05:50:42,106 - mmaction - INFO - Epoch [151][820/2147] lr: 7.333e-02, eta: 4 days, 9:01:42, time: 1.462, data_time: 0.007, memory: 16628, top1_acc: 0.4085, top5_acc: 0.6732, loss_cls: 2.5841, loss: 2.5841, grad_norm: 2.3892 2021-01-25 05:51:13,098 - mmaction - INFO - Epoch [151][840/2147] lr: 7.333e-02, eta: 4 days, 9:01:07, time: 1.541, data_time: 0.006, memory: 16628, top1_acc: 0.4138, top5_acc: 0.6661, loss_cls: 2.5692, loss: 2.5692, grad_norm: 2.3624 2021-01-25 05:51:42,190 - mmaction - INFO - Epoch [151][860/2147] lr: 7.333e-02, eta: 4 days, 9:00:31, time: 1.461, data_time: 0.014, memory: 16628, top1_acc: 0.4214, top5_acc: 0.6812, loss_cls: 2.5281, loss: 2.5281, grad_norm: 2.4331 2021-01-25 05:52:14,823 - mmaction - INFO - Epoch [151][880/2147] lr: 7.333e-02, eta: 4 days, 8:59:57, time: 1.633, data_time: 0.005, memory: 16628, top1_acc: 0.4018, top5_acc: 0.6513, loss_cls: 2.6588, loss: 2.6588, grad_norm: 2.3686 2021-01-25 05:52:45,450 - mmaction - INFO - Epoch [151][900/2147] lr: 7.333e-02, eta: 4 days, 8:59:21, time: 1.527, data_time: 0.003, memory: 16628, top1_acc: 0.4317, top5_acc: 0.6817, loss_cls: 2.5333, loss: 2.5333, grad_norm: 2.3727 2021-01-25 05:53:14,647 - mmaction - INFO - Epoch [151][920/2147] lr: 7.333e-02, eta: 4 days, 8:58:45, time: 1.461, data_time: 0.009, memory: 16628, top1_acc: 0.4254, top5_acc: 0.6683, loss_cls: 2.6094, loss: 2.6094, grad_norm: 2.3941 2021-01-25 05:53:45,930 - mmaction - INFO - Epoch [151][940/2147] lr: 7.333e-02, eta: 4 days, 8:58:10, time: 1.562, data_time: 0.009, memory: 16628, top1_acc: 0.4188, top5_acc: 0.6728, loss_cls: 2.5898, loss: 2.5898, grad_norm: 2.4444 2021-01-25 05:54:15,002 - mmaction - INFO - Epoch [151][960/2147] lr: 7.333e-02, eta: 4 days, 8:57:34, time: 1.450, data_time: 0.007, memory: 16628, top1_acc: 0.4179, top5_acc: 0.6607, loss_cls: 2.6331, loss: 2.6331, grad_norm: 2.4132 2021-01-25 05:54:46,984 - mmaction - INFO - Epoch [151][980/2147] lr: 7.333e-02, eta: 4 days, 8:57:00, time: 1.607, data_time: 0.011, memory: 16628, top1_acc: 0.4254, top5_acc: 0.6665, loss_cls: 2.5784, loss: 2.5784, grad_norm: 2.3975 2021-01-25 05:55:20,392 - mmaction - INFO - Epoch [151][1000/2147] lr: 7.333e-02, eta: 4 days, 8:56:26, time: 1.667, data_time: 0.005, memory: 16628, top1_acc: 0.4045, top5_acc: 0.6531, loss_cls: 2.6848, loss: 2.6848, grad_norm: 2.4124 2021-01-25 05:55:51,489 - mmaction - INFO - Epoch [151][1020/2147] lr: 7.333e-02, eta: 4 days, 8:55:51, time: 1.555, data_time: 0.010, memory: 16628, top1_acc: 0.4192, top5_acc: 0.6679, loss_cls: 2.5805, loss: 2.5805, grad_norm: 2.3985 2021-01-25 05:56:23,062 - mmaction - INFO - Epoch [151][1040/2147] lr: 7.333e-02, eta: 4 days, 8:55:17, time: 1.577, data_time: 0.007, memory: 16628, top1_acc: 0.4353, top5_acc: 0.6808, loss_cls: 2.5252, loss: 2.5252, grad_norm: 2.3692 2021-01-25 05:57:05,521 - mmaction - INFO - Epoch [151][1060/2147] lr: 7.333e-02, eta: 4 days, 8:54:50, time: 2.127, data_time: 0.008, memory: 16628, top1_acc: 0.4183, top5_acc: 0.6558, loss_cls: 2.6473, loss: 2.6473, grad_norm: 2.4293 2021-01-25 05:57:36,931 - mmaction - INFO - Epoch [151][1080/2147] lr: 7.333e-02, eta: 4 days, 8:54:15, time: 1.568, data_time: 0.026, memory: 16628, top1_acc: 0.4353, top5_acc: 0.6750, loss_cls: 2.5294, loss: 2.5294, grad_norm: 2.3355 2021-01-25 05:58:07,341 - mmaction - INFO - Epoch [151][1100/2147] lr: 7.333e-02, eta: 4 days, 8:53:40, time: 1.522, data_time: 0.006, memory: 16628, top1_acc: 0.4362, top5_acc: 0.6848, loss_cls: 2.4878, loss: 2.4878, grad_norm: 2.3659 2021-01-25 05:58:39,018 - mmaction - INFO - Epoch [151][1120/2147] lr: 7.333e-02, eta: 4 days, 8:53:05, time: 1.583, data_time: 0.008, memory: 16628, top1_acc: 0.4129, top5_acc: 0.6710, loss_cls: 2.6045, loss: 2.6045, grad_norm: 2.4694 2021-01-25 05:59:07,588 - mmaction - INFO - Epoch [151][1140/2147] lr: 7.333e-02, eta: 4 days, 8:52:29, time: 1.430, data_time: 0.009, memory: 16628, top1_acc: 0.4371, top5_acc: 0.6777, loss_cls: 2.5360, loss: 2.5360, grad_norm: 2.4247 2021-01-25 05:59:36,436 - mmaction - INFO - Epoch [151][1160/2147] lr: 7.333e-02, eta: 4 days, 8:51:52, time: 1.445, data_time: 0.005, memory: 16628, top1_acc: 0.4187, top5_acc: 0.6661, loss_cls: 2.5780, loss: 2.5780, grad_norm: 2.3417 2021-01-25 06:00:06,889 - mmaction - INFO - Epoch [151][1180/2147] lr: 7.333e-02, eta: 4 days, 8:51:17, time: 1.522, data_time: 0.010, memory: 16628, top1_acc: 0.4330, top5_acc: 0.6866, loss_cls: 2.4936, loss: 2.4936, grad_norm: 2.4203 2021-01-25 06:00:37,578 - mmaction - INFO - Epoch [151][1200/2147] lr: 7.333e-02, eta: 4 days, 8:50:42, time: 1.534, data_time: 0.005, memory: 16628, top1_acc: 0.4187, top5_acc: 0.6612, loss_cls: 2.5885, loss: 2.5885, grad_norm: 2.4056 2021-01-25 06:01:07,843 - mmaction - INFO - Epoch [151][1220/2147] lr: 7.333e-02, eta: 4 days, 8:50:06, time: 1.513, data_time: 0.002, memory: 16628, top1_acc: 0.4112, top5_acc: 0.6594, loss_cls: 2.6665, loss: 2.6665, grad_norm: 2.4467 2021-01-25 06:01:37,811 - mmaction - INFO - Epoch [151][1240/2147] lr: 7.333e-02, eta: 4 days, 8:49:30, time: 1.500, data_time: 0.006, memory: 16628, top1_acc: 0.4031, top5_acc: 0.6558, loss_cls: 2.6510, loss: 2.6510, grad_norm: 2.4030 2021-01-25 06:02:08,903 - mmaction - INFO - Epoch [151][1260/2147] lr: 7.333e-02, eta: 4 days, 8:48:55, time: 1.549, data_time: 0.034, memory: 16628, top1_acc: 0.4250, top5_acc: 0.6759, loss_cls: 2.5135, loss: 2.5135, grad_norm: 2.3361 2021-01-25 06:02:40,955 - mmaction - INFO - Epoch [151][1280/2147] lr: 7.333e-02, eta: 4 days, 8:48:21, time: 1.605, data_time: 0.009, memory: 16628, top1_acc: 0.4393, top5_acc: 0.6643, loss_cls: 2.5583, loss: 2.5583, grad_norm: 2.3027 2021-01-25 06:03:14,935 - mmaction - INFO - Epoch [151][1300/2147] lr: 7.333e-02, eta: 4 days, 8:47:48, time: 1.697, data_time: 0.008, memory: 16628, top1_acc: 0.4223, top5_acc: 0.6705, loss_cls: 2.5506, loss: 2.5506, grad_norm: 2.4011 2021-01-25 06:03:46,393 - mmaction - INFO - Epoch [151][1320/2147] lr: 7.333e-02, eta: 4 days, 8:47:13, time: 1.567, data_time: 0.009, memory: 16628, top1_acc: 0.4335, top5_acc: 0.6795, loss_cls: 2.4888, loss: 2.4888, grad_norm: 2.3446 2021-01-25 06:04:17,649 - mmaction - INFO - Epoch [151][1340/2147] lr: 7.333e-02, eta: 4 days, 8:46:39, time: 1.573, data_time: 0.016, memory: 16628, top1_acc: 0.4179, top5_acc: 0.6741, loss_cls: 2.6061, loss: 2.6061, grad_norm: 2.4011 2021-01-25 06:04:51,701 - mmaction - INFO - Epoch [151][1360/2147] lr: 7.333e-02, eta: 4 days, 8:46:06, time: 1.702, data_time: 0.008, memory: 16628, top1_acc: 0.4107, top5_acc: 0.6737, loss_cls: 2.6167, loss: 2.6167, grad_norm: 2.3345 2021-01-25 06:05:24,297 - mmaction - INFO - Epoch [151][1380/2147] lr: 7.333e-02, eta: 4 days, 8:45:32, time: 1.630, data_time: 0.007, memory: 16628, top1_acc: 0.4076, top5_acc: 0.6629, loss_cls: 2.6003, loss: 2.6003, grad_norm: 2.3299 2021-01-25 06:05:53,401 - mmaction - INFO - Epoch [151][1400/2147] lr: 7.333e-02, eta: 4 days, 8:44:56, time: 1.458, data_time: 0.007, memory: 16628, top1_acc: 0.4125, top5_acc: 0.6634, loss_cls: 2.6296, loss: 2.6296, grad_norm: 2.4390 2021-01-25 06:06:22,506 - mmaction - INFO - Epoch [151][1420/2147] lr: 7.333e-02, eta: 4 days, 8:44:19, time: 1.455, data_time: 0.004, memory: 16628, top1_acc: 0.4143, top5_acc: 0.6772, loss_cls: 2.6041, loss: 2.6041, grad_norm: 2.4409 2021-01-25 06:06:56,227 - mmaction - INFO - Epoch [151][1440/2147] lr: 7.333e-02, eta: 4 days, 8:43:46, time: 1.679, data_time: 0.005, memory: 16628, top1_acc: 0.4192, top5_acc: 0.6786, loss_cls: 2.5242, loss: 2.5242, grad_norm: 2.3207 2021-01-25 06:07:27,013 - mmaction - INFO - Epoch [151][1460/2147] lr: 7.333e-02, eta: 4 days, 8:43:11, time: 1.539, data_time: 0.010, memory: 16628, top1_acc: 0.4246, top5_acc: 0.6795, loss_cls: 2.5608, loss: 2.5608, grad_norm: 2.3982 2021-01-25 06:07:55,798 - mmaction - INFO - Epoch [151][1480/2147] lr: 7.333e-02, eta: 4 days, 8:42:35, time: 1.447, data_time: 0.009, memory: 16628, top1_acc: 0.4362, top5_acc: 0.6643, loss_cls: 2.5685, loss: 2.5685, grad_norm: 2.3017 2021-01-25 06:08:25,648 - mmaction - INFO - Epoch [151][1500/2147] lr: 7.333e-02, eta: 4 days, 8:41:59, time: 1.488, data_time: 0.002, memory: 16628, top1_acc: 0.4089, top5_acc: 0.6545, loss_cls: 2.6409, loss: 2.6409, grad_norm: 2.3884 2021-01-25 06:08:56,211 - mmaction - INFO - Epoch [151][1520/2147] lr: 7.333e-02, eta: 4 days, 8:41:24, time: 1.532, data_time: 0.006, memory: 16628, top1_acc: 0.4250, top5_acc: 0.6612, loss_cls: 2.5912, loss: 2.5912, grad_norm: 2.4151 2021-01-25 06:09:25,060 - mmaction - INFO - Epoch [151][1540/2147] lr: 7.333e-02, eta: 4 days, 8:40:47, time: 1.444, data_time: 0.005, memory: 16628, top1_acc: 0.4125, top5_acc: 0.6549, loss_cls: 2.6198, loss: 2.6198, grad_norm: 2.3687 2021-01-25 06:09:55,598 - mmaction - INFO - Epoch [151][1560/2147] lr: 7.333e-02, eta: 4 days, 8:40:12, time: 1.526, data_time: 0.007, memory: 16628, top1_acc: 0.4241, top5_acc: 0.6504, loss_cls: 2.6306, loss: 2.6306, grad_norm: 2.3962 2021-01-25 06:10:24,600 - mmaction - INFO - Epoch [151][1580/2147] lr: 7.333e-02, eta: 4 days, 8:39:36, time: 1.450, data_time: 0.006, memory: 16628, top1_acc: 0.4045, top5_acc: 0.6647, loss_cls: 2.6288, loss: 2.6288, grad_norm: 2.3809 2021-01-25 06:10:53,534 - mmaction - INFO - Epoch [151][1600/2147] lr: 7.333e-02, eta: 4 days, 8:38:59, time: 1.442, data_time: 0.002, memory: 16628, top1_acc: 0.4152, top5_acc: 0.6741, loss_cls: 2.5794, loss: 2.5794, grad_norm: 2.3600 2021-01-25 06:11:23,699 - mmaction - INFO - Epoch [151][1620/2147] lr: 7.333e-02, eta: 4 days, 8:38:24, time: 1.512, data_time: 0.008, memory: 16628, top1_acc: 0.4228, top5_acc: 0.6844, loss_cls: 2.5724, loss: 2.5724, grad_norm: 2.3774 2021-01-25 06:12:02,992 - mmaction - INFO - Epoch [151][1640/2147] lr: 7.333e-02, eta: 4 days, 8:37:54, time: 1.964, data_time: 0.004, memory: 16628, top1_acc: 0.4080, top5_acc: 0.6580, loss_cls: 2.6344, loss: 2.6344, grad_norm: 2.4207 2021-01-25 06:12:37,414 - mmaction - INFO - Epoch [151][1660/2147] lr: 7.333e-02, eta: 4 days, 8:37:22, time: 1.720, data_time: 0.004, memory: 16628, top1_acc: 0.4156, top5_acc: 0.6612, loss_cls: 2.6243, loss: 2.6243, grad_norm: 2.3385 2021-01-25 06:13:07,627 - mmaction - INFO - Epoch [151][1680/2147] lr: 7.333e-02, eta: 4 days, 8:36:46, time: 1.514, data_time: 0.005, memory: 16628, top1_acc: 0.4188, top5_acc: 0.6759, loss_cls: 2.6033, loss: 2.6033, grad_norm: 2.3870 2021-01-25 06:13:39,102 - mmaction - INFO - Epoch [151][1700/2147] lr: 7.333e-02, eta: 4 days, 8:36:11, time: 1.565, data_time: 0.003, memory: 16628, top1_acc: 0.4304, top5_acc: 0.6728, loss_cls: 2.5832, loss: 2.5832, grad_norm: 2.2959 2021-01-25 06:14:13,033 - mmaction - INFO - Epoch [151][1720/2147] lr: 7.333e-02, eta: 4 days, 8:35:38, time: 1.676, data_time: 0.018, memory: 16628, top1_acc: 0.4089, top5_acc: 0.6576, loss_cls: 2.6058, loss: 2.6058, grad_norm: 2.4645 2021-01-25 06:14:41,928 - mmaction - INFO - Epoch [151][1740/2147] lr: 7.333e-02, eta: 4 days, 8:35:02, time: 1.472, data_time: 0.038, memory: 16628, top1_acc: 0.4027, top5_acc: 0.6629, loss_cls: 2.6610, loss: 2.6610, grad_norm: 2.3955 2021-01-25 06:15:10,524 - mmaction - INFO - Epoch [151][1760/2147] lr: 7.333e-02, eta: 4 days, 8:34:26, time: 1.431, data_time: 0.004, memory: 16628, top1_acc: 0.4107, top5_acc: 0.6513, loss_cls: 2.6508, loss: 2.6508, grad_norm: 2.3674 2021-01-25 06:15:39,163 - mmaction - INFO - Epoch [151][1780/2147] lr: 7.333e-02, eta: 4 days, 8:33:49, time: 1.431, data_time: 0.007, memory: 16628, top1_acc: 0.4188, top5_acc: 0.6692, loss_cls: 2.6038, loss: 2.6038, grad_norm: 2.3249 2021-01-25 06:16:08,473 - mmaction - INFO - Epoch [151][1800/2147] lr: 7.333e-02, eta: 4 days, 8:33:13, time: 1.466, data_time: 0.004, memory: 16628, top1_acc: 0.4330, top5_acc: 0.6781, loss_cls: 2.5288, loss: 2.5288, grad_norm: 2.3806 2021-01-25 06:16:45,372 - mmaction - INFO - Epoch [151][1820/2147] lr: 7.333e-02, eta: 4 days, 8:32:41, time: 1.786, data_time: 0.005, memory: 16628, top1_acc: 0.4116, top5_acc: 0.6656, loss_cls: 2.6632, loss: 2.6632, grad_norm: 2.3831 2021-01-25 06:17:19,364 - mmaction - INFO - Epoch [151][1840/2147] lr: 7.333e-02, eta: 4 days, 8:32:09, time: 1.758, data_time: 0.097, memory: 16628, top1_acc: 0.4188, top5_acc: 0.6643, loss_cls: 2.5928, loss: 2.5928, grad_norm: 2.3476 2021-01-25 06:17:47,884 - mmaction - INFO - Epoch [151][1860/2147] lr: 7.333e-02, eta: 4 days, 8:31:32, time: 1.428, data_time: 0.003, memory: 16628, top1_acc: 0.4143, top5_acc: 0.6656, loss_cls: 2.6403, loss: 2.6403, grad_norm: 2.3899 2021-01-25 06:18:19,240 - mmaction - INFO - Epoch [151][1880/2147] lr: 7.333e-02, eta: 4 days, 8:30:58, time: 1.567, data_time: 0.002, memory: 16628, top1_acc: 0.4165, top5_acc: 0.6554, loss_cls: 2.6287, loss: 2.6287, grad_norm: 2.3625 2021-01-25 06:18:49,603 - mmaction - INFO - Epoch [151][1900/2147] lr: 7.333e-02, eta: 4 days, 8:30:22, time: 1.519, data_time: 0.003, memory: 16628, top1_acc: 0.4004, top5_acc: 0.6460, loss_cls: 2.6986, loss: 2.6986, grad_norm: 2.4180 2021-01-25 06:19:20,281 - mmaction - INFO - Epoch [151][1920/2147] lr: 7.333e-02, eta: 4 days, 8:29:47, time: 1.534, data_time: 0.002, memory: 16628, top1_acc: 0.4286, top5_acc: 0.6902, loss_cls: 2.5208, loss: 2.5208, grad_norm: 2.3705 2021-01-25 06:19:49,217 - mmaction - INFO - Epoch [151][1940/2147] lr: 7.333e-02, eta: 4 days, 8:29:11, time: 1.445, data_time: 0.002, memory: 16628, top1_acc: 0.4335, top5_acc: 0.6692, loss_cls: 2.5583, loss: 2.5583, grad_norm: 2.3511 2021-01-25 06:20:18,093 - mmaction - INFO - Epoch [151][1960/2147] lr: 7.333e-02, eta: 4 days, 8:28:34, time: 1.446, data_time: 0.004, memory: 16628, top1_acc: 0.4339, top5_acc: 0.6786, loss_cls: 2.5477, loss: 2.5477, grad_norm: 2.3766 2021-01-25 06:20:49,396 - mmaction - INFO - Epoch [151][1980/2147] lr: 7.333e-02, eta: 4 days, 8:27:59, time: 1.564, data_time: 0.004, memory: 16628, top1_acc: 0.4027, top5_acc: 0.6571, loss_cls: 2.6577, loss: 2.6577, grad_norm: 2.4579 2021-01-25 06:21:19,707 - mmaction - INFO - Epoch [151][2000/2147] lr: 7.333e-02, eta: 4 days, 8:27:24, time: 1.515, data_time: 0.005, memory: 16628, top1_acc: 0.4098, top5_acc: 0.6634, loss_cls: 2.6027, loss: 2.6027, grad_norm: 2.4142 2021-01-25 06:21:50,441 - mmaction - INFO - Epoch [151][2020/2147] lr: 7.333e-02, eta: 4 days, 8:26:49, time: 1.536, data_time: 0.007, memory: 16628, top1_acc: 0.4183, top5_acc: 0.6786, loss_cls: 2.5358, loss: 2.5358, grad_norm: 2.3746 2021-01-25 06:22:20,273 - mmaction - INFO - Epoch [151][2040/2147] lr: 7.333e-02, eta: 4 days, 8:26:13, time: 1.489, data_time: 0.004, memory: 16628, top1_acc: 0.4112, top5_acc: 0.6531, loss_cls: 2.6573, loss: 2.6573, grad_norm: 2.4064 2021-01-25 06:22:55,818 - mmaction - INFO - Epoch [151][2060/2147] lr: 7.333e-02, eta: 4 days, 8:25:41, time: 1.762, data_time: 0.010, memory: 16628, top1_acc: 0.4237, top5_acc: 0.6728, loss_cls: 2.5696, loss: 2.5696, grad_norm: 2.3768 2021-01-25 06:23:26,347 - mmaction - INFO - Epoch [151][2080/2147] lr: 7.333e-02, eta: 4 days, 8:25:06, time: 1.545, data_time: 0.028, memory: 16628, top1_acc: 0.4232, top5_acc: 0.6679, loss_cls: 2.5635, loss: 2.5635, grad_norm: 2.3557 2021-01-25 06:23:58,936 - mmaction - INFO - Epoch [151][2100/2147] lr: 7.333e-02, eta: 4 days, 8:24:32, time: 1.628, data_time: 0.002, memory: 16628, top1_acc: 0.4076, top5_acc: 0.6687, loss_cls: 2.6037, loss: 2.6037, grad_norm: 2.4638 2021-01-25 06:24:28,447 - mmaction - INFO - Epoch [151][2120/2147] lr: 7.333e-02, eta: 4 days, 8:23:56, time: 1.474, data_time: 0.003, memory: 16628, top1_acc: 0.4241, top5_acc: 0.6741, loss_cls: 2.5628, loss: 2.5628, grad_norm: 2.3891 2021-01-25 06:24:57,639 - mmaction - INFO - Epoch [151][2140/2147] lr: 7.333e-02, eta: 4 days, 8:23:20, time: 1.463, data_time: 0.009, memory: 16628, top1_acc: 0.4241, top5_acc: 0.6652, loss_cls: 2.6186, loss: 2.6186, grad_norm: 2.3885 2021-01-25 06:30:52,647 - mmaction - INFO - Epoch [152][20/2147] lr: 7.215e-02, eta: 4 days, 8:25:53, time: 16.508, data_time: 14.765, memory: 16628, top1_acc: 0.4272, top5_acc: 0.6955, loss_cls: 2.5257, loss: 2.5257, grad_norm: 2.3813 2021-01-25 06:31:21,891 - mmaction - INFO - Epoch [152][40/2147] lr: 7.215e-02, eta: 4 days, 8:25:17, time: 1.468, data_time: 0.019, memory: 16628, top1_acc: 0.4152, top5_acc: 0.6598, loss_cls: 2.6369, loss: 2.6369, grad_norm: 2.4219 2021-01-25 06:31:55,256 - mmaction - INFO - Epoch [152][60/2147] lr: 7.215e-02, eta: 4 days, 8:24:44, time: 1.674, data_time: 0.015, memory: 16628, top1_acc: 0.4335, top5_acc: 0.6768, loss_cls: 2.5227, loss: 2.5227, grad_norm: 2.3456 2021-01-25 06:32:25,613 - mmaction - INFO - Epoch [152][80/2147] lr: 7.215e-02, eta: 4 days, 8:24:08, time: 1.519, data_time: 0.004, memory: 16628, top1_acc: 0.4406, top5_acc: 0.6938, loss_cls: 2.4885, loss: 2.4885, grad_norm: 2.3056 2021-01-25 06:32:56,834 - mmaction - INFO - Epoch [152][100/2147] lr: 7.215e-02, eta: 4 days, 8:23:33, time: 1.562, data_time: 0.002, memory: 16628, top1_acc: 0.4223, top5_acc: 0.6817, loss_cls: 2.5338, loss: 2.5338, grad_norm: 2.4155 2021-01-25 06:33:26,494 - mmaction - INFO - Epoch [152][120/2147] lr: 7.215e-02, eta: 4 days, 8:22:57, time: 1.479, data_time: 0.004, memory: 16628, top1_acc: 0.4281, top5_acc: 0.6768, loss_cls: 2.5381, loss: 2.5381, grad_norm: 2.4138 2021-01-25 06:33:56,106 - mmaction - INFO - Epoch [152][140/2147] lr: 7.215e-02, eta: 4 days, 8:22:21, time: 1.483, data_time: 0.008, memory: 16628, top1_acc: 0.4241, top5_acc: 0.6616, loss_cls: 2.6027, loss: 2.6027, grad_norm: 2.4334 2021-01-25 06:34:24,777 - mmaction - INFO - Epoch [152][160/2147] lr: 7.215e-02, eta: 4 days, 8:21:45, time: 1.434, data_time: 0.007, memory: 16628, top1_acc: 0.4219, top5_acc: 0.6674, loss_cls: 2.6100, loss: 2.6100, grad_norm: 2.3692 2021-01-25 06:34:53,975 - mmaction - INFO - Epoch [152][180/2147] lr: 7.215e-02, eta: 4 days, 8:21:09, time: 1.456, data_time: 0.004, memory: 16628, top1_acc: 0.4201, top5_acc: 0.6786, loss_cls: 2.5784, loss: 2.5784, grad_norm: 2.3591 2021-01-25 06:35:26,253 - mmaction - INFO - Epoch [152][200/2147] lr: 7.215e-02, eta: 4 days, 8:20:35, time: 1.617, data_time: 0.008, memory: 16628, top1_acc: 0.4223, top5_acc: 0.6790, loss_cls: 2.5387, loss: 2.5387, grad_norm: 2.4218 2021-01-25 06:35:59,485 - mmaction - INFO - Epoch [152][220/2147] lr: 7.215e-02, eta: 4 days, 8:20:01, time: 1.661, data_time: 0.011, memory: 16628, top1_acc: 0.4143, top5_acc: 0.6612, loss_cls: 2.5913, loss: 2.5913, grad_norm: 2.4001 2021-01-25 06:36:28,192 - mmaction - INFO - Epoch [152][240/2147] lr: 7.215e-02, eta: 4 days, 8:19:24, time: 1.435, data_time: 0.006, memory: 16628, top1_acc: 0.4366, top5_acc: 0.6817, loss_cls: 2.5161, loss: 2.5161, grad_norm: 2.3864 2021-01-25 06:37:01,953 - mmaction - INFO - Epoch [152][260/2147] lr: 7.215e-02, eta: 4 days, 8:18:51, time: 1.691, data_time: 0.014, memory: 16628, top1_acc: 0.4161, top5_acc: 0.6634, loss_cls: 2.5600, loss: 2.5600, grad_norm: 2.4159 2021-01-25 06:37:33,884 - mmaction - INFO - Epoch [152][280/2147] lr: 7.215e-02, eta: 4 days, 8:18:17, time: 1.597, data_time: 0.005, memory: 16628, top1_acc: 0.4384, top5_acc: 0.6862, loss_cls: 2.5021, loss: 2.5021, grad_norm: 2.3676 2021-01-25 06:38:04,954 - mmaction - INFO - Epoch [152][300/2147] lr: 7.215e-02, eta: 4 days, 8:17:42, time: 1.552, data_time: 0.003, memory: 16628, top1_acc: 0.4009, top5_acc: 0.6786, loss_cls: 2.5940, loss: 2.5940, grad_norm: 2.5021 2021-01-25 06:38:36,410 - mmaction - INFO - Epoch [152][320/2147] lr: 7.215e-02, eta: 4 days, 8:17:07, time: 1.570, data_time: 0.004, memory: 16628, top1_acc: 0.4277, top5_acc: 0.6862, loss_cls: 2.5619, loss: 2.5619, grad_norm: 2.4000 2021-01-25 06:39:08,464 - mmaction - INFO - Epoch [152][340/2147] lr: 7.215e-02, eta: 4 days, 8:16:33, time: 1.607, data_time: 0.010, memory: 16628, top1_acc: 0.4344, top5_acc: 0.6683, loss_cls: 2.5712, loss: 2.5712, grad_norm: 2.3984 2021-01-25 06:39:42,013 - mmaction - INFO - Epoch [152][360/2147] lr: 7.215e-02, eta: 4 days, 8:16:00, time: 1.677, data_time: 0.002, memory: 16628, top1_acc: 0.4156, top5_acc: 0.6754, loss_cls: 2.5627, loss: 2.5627, grad_norm: 2.3657 2021-01-25 06:40:11,448 - mmaction - INFO - Epoch [152][380/2147] lr: 7.215e-02, eta: 4 days, 8:15:24, time: 1.473, data_time: 0.004, memory: 16628, top1_acc: 0.4290, top5_acc: 0.6723, loss_cls: 2.5627, loss: 2.5627, grad_norm: 2.3916 2021-01-25 06:40:41,680 - mmaction - INFO - Epoch [152][400/2147] lr: 7.215e-02, eta: 4 days, 8:14:48, time: 1.510, data_time: 0.002, memory: 16628, top1_acc: 0.4375, top5_acc: 0.6804, loss_cls: 2.5035, loss: 2.5035, grad_norm: 2.4114 2021-01-25 06:41:12,972 - mmaction - INFO - Epoch [152][420/2147] lr: 7.215e-02, eta: 4 days, 8:14:14, time: 1.559, data_time: 0.009, memory: 16628, top1_acc: 0.4393, top5_acc: 0.6964, loss_cls: 2.4942, loss: 2.4942, grad_norm: 2.4332 2021-01-25 06:41:48,554 - mmaction - INFO - Epoch [152][440/2147] lr: 7.215e-02, eta: 4 days, 8:13:42, time: 1.781, data_time: 0.010, memory: 16628, top1_acc: 0.4027, top5_acc: 0.6652, loss_cls: 2.5654, loss: 2.5654, grad_norm: 2.4100 2021-01-25 06:42:17,543 - mmaction - INFO - Epoch [152][460/2147] lr: 7.215e-02, eta: 4 days, 8:13:05, time: 1.455, data_time: 0.014, memory: 16628, top1_acc: 0.4259, top5_acc: 0.6643, loss_cls: 2.5612, loss: 2.5612, grad_norm: 2.3829 2021-01-25 06:42:47,248 - mmaction - INFO - Epoch [152][480/2147] lr: 7.215e-02, eta: 4 days, 8:12:30, time: 1.484, data_time: 0.003, memory: 16628, top1_acc: 0.4375, top5_acc: 0.6902, loss_cls: 2.4960, loss: 2.4960, grad_norm: 2.3583 2021-01-25 06:43:18,734 - mmaction - INFO - Epoch [152][500/2147] lr: 7.215e-02, eta: 4 days, 8:11:55, time: 1.575, data_time: 0.007, memory: 16628, top1_acc: 0.4098, top5_acc: 0.6451, loss_cls: 2.6733, loss: 2.6733, grad_norm: 2.4613 2021-01-25 06:43:49,568 - mmaction - INFO - Epoch [152][520/2147] lr: 7.215e-02, eta: 4 days, 8:11:20, time: 1.542, data_time: 0.005, memory: 16628, top1_acc: 0.3991, top5_acc: 0.6638, loss_cls: 2.6424, loss: 2.6424, grad_norm: 2.4177 2021-01-25 06:44:20,379 - mmaction - INFO - Epoch [152][540/2147] lr: 7.215e-02, eta: 4 days, 8:10:45, time: 1.541, data_time: 0.003, memory: 16628, top1_acc: 0.4379, top5_acc: 0.6750, loss_cls: 2.5443, loss: 2.5443, grad_norm: 2.3912 2021-01-25 06:44:49,163 - mmaction - INFO - Epoch [152][560/2147] lr: 7.215e-02, eta: 4 days, 8:10:08, time: 1.439, data_time: 0.002, memory: 16628, top1_acc: 0.4067, top5_acc: 0.6612, loss_cls: 2.6316, loss: 2.6316, grad_norm: 2.4382 2021-01-25 06:45:21,298 - mmaction - INFO - Epoch [152][580/2147] lr: 7.215e-02, eta: 4 days, 8:09:34, time: 1.597, data_time: 0.002, memory: 16628, top1_acc: 0.4313, top5_acc: 0.6812, loss_cls: 2.5215, loss: 2.5215, grad_norm: 2.3904 2021-01-25 06:45:51,898 - mmaction - INFO - Epoch [152][600/2147] lr: 7.215e-02, eta: 4 days, 8:08:59, time: 1.540, data_time: 0.013, memory: 16628, top1_acc: 0.4205, top5_acc: 0.6683, loss_cls: 2.5686, loss: 2.5686, grad_norm: 2.4153 2021-01-25 06:46:21,563 - mmaction - INFO - Epoch [152][620/2147] lr: 7.215e-02, eta: 4 days, 8:08:23, time: 1.483, data_time: 0.002, memory: 16628, top1_acc: 0.4107, top5_acc: 0.6607, loss_cls: 2.6442, loss: 2.6442, grad_norm: 2.4579 2021-01-25 06:47:02,204 - mmaction - INFO - Epoch [152][640/2147] lr: 7.215e-02, eta: 4 days, 8:07:54, time: 2.027, data_time: 0.005, memory: 16628, top1_acc: 0.4304, top5_acc: 0.6790, loss_cls: 2.5367, loss: 2.5367, grad_norm: 2.3655 2021-01-25 06:47:31,089 - mmaction - INFO - Epoch [152][660/2147] lr: 7.215e-02, eta: 4 days, 8:07:18, time: 1.448, data_time: 0.009, memory: 16628, top1_acc: 0.4147, top5_acc: 0.6496, loss_cls: 2.6037, loss: 2.6037, grad_norm: 2.3907 2021-01-25 06:48:03,376 - mmaction - INFO - Epoch [152][680/2147] lr: 7.215e-02, eta: 4 days, 8:06:44, time: 1.614, data_time: 0.005, memory: 16628, top1_acc: 0.4161, top5_acc: 0.6549, loss_cls: 2.6375, loss: 2.6375, grad_norm: 2.3733 2021-01-25 06:48:32,505 - mmaction - INFO - Epoch [152][700/2147] lr: 7.215e-02, eta: 4 days, 8:06:08, time: 1.457, data_time: 0.003, memory: 16628, top1_acc: 0.4317, top5_acc: 0.6871, loss_cls: 2.5129, loss: 2.5129, grad_norm: 2.3660 2021-01-25 06:49:01,465 - mmaction - INFO - Epoch [152][720/2147] lr: 7.215e-02, eta: 4 days, 8:05:31, time: 1.446, data_time: 0.003, memory: 16628, top1_acc: 0.4201, top5_acc: 0.6612, loss_cls: 2.6379, loss: 2.6379, grad_norm: 2.4449 2021-01-25 06:49:32,864 - mmaction - INFO - Epoch [152][740/2147] lr: 7.215e-02, eta: 4 days, 8:04:57, time: 1.572, data_time: 0.004, memory: 16628, top1_acc: 0.4174, top5_acc: 0.6701, loss_cls: 2.6090, loss: 2.6090, grad_norm: 2.4375 2021-01-25 06:50:05,137 - mmaction - INFO - Epoch [152][760/2147] lr: 7.215e-02, eta: 4 days, 8:04:23, time: 1.614, data_time: 0.006, memory: 16628, top1_acc: 0.4379, top5_acc: 0.6875, loss_cls: 2.5215, loss: 2.5215, grad_norm: 2.3752 2021-01-25 06:50:33,993 - mmaction - INFO - Epoch [152][780/2147] lr: 7.215e-02, eta: 4 days, 8:03:46, time: 1.440, data_time: 0.003, memory: 16628, top1_acc: 0.4348, top5_acc: 0.6723, loss_cls: 2.5580, loss: 2.5580, grad_norm: 2.4078 2021-01-25 06:51:03,356 - mmaction - INFO - Epoch [152][800/2147] lr: 7.215e-02, eta: 4 days, 8:03:10, time: 1.468, data_time: 0.008, memory: 16628, top1_acc: 0.4321, top5_acc: 0.6754, loss_cls: 2.5396, loss: 2.5396, grad_norm: 2.4192 2021-01-25 06:51:32,303 - mmaction - INFO - Epoch [152][820/2147] lr: 7.215e-02, eta: 4 days, 8:02:34, time: 1.447, data_time: 0.008, memory: 16628, top1_acc: 0.4304, top5_acc: 0.6821, loss_cls: 2.5061, loss: 2.5061, grad_norm: 2.4246 2021-01-25 06:52:04,180 - mmaction - INFO - Epoch [152][840/2147] lr: 7.215e-02, eta: 4 days, 8:01:59, time: 1.594, data_time: 0.064, memory: 16628, top1_acc: 0.4000, top5_acc: 0.6866, loss_cls: 2.5337, loss: 2.5337, grad_norm: 2.4956 2021-01-25 06:52:34,729 - mmaction - INFO - Epoch [152][860/2147] lr: 7.215e-02, eta: 4 days, 8:01:24, time: 1.530, data_time: 0.009, memory: 16628, top1_acc: 0.4237, top5_acc: 0.6786, loss_cls: 2.5539, loss: 2.5539, grad_norm: 2.4189 2021-01-25 06:53:07,229 - mmaction - INFO - Epoch [152][880/2147] lr: 7.215e-02, eta: 4 days, 8:00:50, time: 1.623, data_time: 0.005, memory: 16628, top1_acc: 0.4192, top5_acc: 0.6732, loss_cls: 2.5613, loss: 2.5613, grad_norm: 2.4445 2021-01-25 06:53:38,651 - mmaction - INFO - Epoch [152][900/2147] lr: 7.215e-02, eta: 4 days, 8:00:15, time: 1.573, data_time: 0.004, memory: 16628, top1_acc: 0.4143, top5_acc: 0.6670, loss_cls: 2.6500, loss: 2.6500, grad_norm: 2.4205 2021-01-25 06:54:12,023 - mmaction - INFO - Epoch [152][920/2147] lr: 7.215e-02, eta: 4 days, 7:59:42, time: 1.665, data_time: 0.004, memory: 16628, top1_acc: 0.4272, top5_acc: 0.6781, loss_cls: 2.5233, loss: 2.5233, grad_norm: 2.3387 2021-01-25 06:54:45,488 - mmaction - INFO - Epoch [152][940/2147] lr: 7.215e-02, eta: 4 days, 7:59:09, time: 1.672, data_time: 0.006, memory: 16628, top1_acc: 0.4027, top5_acc: 0.6522, loss_cls: 2.6971, loss: 2.6971, grad_norm: 2.4485 2021-01-25 06:55:15,122 - mmaction - INFO - Epoch [152][960/2147] lr: 7.215e-02, eta: 4 days, 7:58:33, time: 1.483, data_time: 0.011, memory: 16628, top1_acc: 0.4089, top5_acc: 0.6710, loss_cls: 2.6362, loss: 2.6362, grad_norm: 2.3600 2021-01-25 06:55:44,649 - mmaction - INFO - Epoch [152][980/2147] lr: 7.215e-02, eta: 4 days, 7:57:57, time: 1.476, data_time: 0.007, memory: 16628, top1_acc: 0.4277, top5_acc: 0.6754, loss_cls: 2.5169, loss: 2.5169, grad_norm: 2.3769 2021-01-25 06:56:15,235 - mmaction - INFO - Epoch [152][1000/2147] lr: 7.215e-02, eta: 4 days, 7:57:22, time: 1.534, data_time: 0.007, memory: 16628, top1_acc: 0.4152, top5_acc: 0.6674, loss_cls: 2.5768, loss: 2.5768, grad_norm: 2.4322 2021-01-25 06:56:47,803 - mmaction - INFO - Epoch [152][1020/2147] lr: 7.215e-02, eta: 4 days, 7:56:48, time: 1.626, data_time: 0.047, memory: 16628, top1_acc: 0.4188, top5_acc: 0.6754, loss_cls: 2.5528, loss: 2.5528, grad_norm: 2.4079 2021-01-25 06:57:17,313 - mmaction - INFO - Epoch [152][1040/2147] lr: 7.215e-02, eta: 4 days, 7:56:12, time: 1.469, data_time: 0.010, memory: 16628, top1_acc: 0.4192, top5_acc: 0.6790, loss_cls: 2.5421, loss: 2.5421, grad_norm: 2.4132 2021-01-25 06:57:45,997 - mmaction - INFO - Epoch [152][1060/2147] lr: 7.215e-02, eta: 4 days, 7:55:35, time: 1.442, data_time: 0.010, memory: 16628, top1_acc: 0.4192, top5_acc: 0.6638, loss_cls: 2.6134, loss: 2.6134, grad_norm: 2.4307 2021-01-25 06:58:15,313 - mmaction - INFO - Epoch [152][1080/2147] lr: 7.215e-02, eta: 4 days, 7:54:59, time: 1.466, data_time: 0.002, memory: 16628, top1_acc: 0.4103, top5_acc: 0.6594, loss_cls: 2.6066, loss: 2.6066, grad_norm: 2.3902 2021-01-25 06:58:46,987 - mmaction - INFO - Epoch [152][1100/2147] lr: 7.215e-02, eta: 4 days, 7:54:24, time: 1.580, data_time: 0.004, memory: 16628, top1_acc: 0.4165, top5_acc: 0.6696, loss_cls: 2.5831, loss: 2.5831, grad_norm: 2.4032 2021-01-25 06:59:18,334 - mmaction - INFO - Epoch [152][1120/2147] lr: 7.215e-02, eta: 4 days, 7:53:50, time: 1.570, data_time: 0.007, memory: 16628, top1_acc: 0.4071, top5_acc: 0.6598, loss_cls: 2.6467, loss: 2.6467, grad_norm: 2.3736 2021-01-25 06:59:49,675 - mmaction - INFO - Epoch [152][1140/2147] lr: 7.215e-02, eta: 4 days, 7:53:15, time: 1.564, data_time: 0.007, memory: 16628, top1_acc: 0.4058, top5_acc: 0.6679, loss_cls: 2.5946, loss: 2.5946, grad_norm: 2.4012 2021-01-25 07:00:19,778 - mmaction - INFO - Epoch [152][1160/2147] lr: 7.215e-02, eta: 4 days, 7:52:39, time: 1.506, data_time: 0.009, memory: 16628, top1_acc: 0.4192, top5_acc: 0.6795, loss_cls: 2.5401, loss: 2.5401, grad_norm: 2.3403 2021-01-25 07:00:50,840 - mmaction - INFO - Epoch [152][1180/2147] lr: 7.215e-02, eta: 4 days, 7:52:04, time: 1.548, data_time: 0.009, memory: 16628, top1_acc: 0.4326, top5_acc: 0.6821, loss_cls: 2.5251, loss: 2.5251, grad_norm: 2.3366 2021-01-25 07:01:21,160 - mmaction - INFO - Epoch [152][1200/2147] lr: 7.215e-02, eta: 4 days, 7:51:29, time: 1.522, data_time: 0.013, memory: 16628, top1_acc: 0.4165, top5_acc: 0.6679, loss_cls: 2.5789, loss: 2.5789, grad_norm: 2.4359 2021-01-25 07:01:58,007 - mmaction - INFO - Epoch [152][1220/2147] lr: 7.215e-02, eta: 4 days, 7:50:58, time: 1.837, data_time: 0.003, memory: 16628, top1_acc: 0.4348, top5_acc: 0.6857, loss_cls: 2.4891, loss: 2.4891, grad_norm: 2.4441 2021-01-25 07:02:27,327 - mmaction - INFO - Epoch [152][1240/2147] lr: 7.215e-02, eta: 4 days, 7:50:22, time: 1.472, data_time: 0.010, memory: 16628, top1_acc: 0.4018, top5_acc: 0.6621, loss_cls: 2.6522, loss: 2.6522, grad_norm: 2.4792 2021-01-25 07:03:03,206 - mmaction - INFO - Epoch [152][1260/2147] lr: 7.215e-02, eta: 4 days, 7:49:50, time: 1.794, data_time: 0.015, memory: 16628, top1_acc: 0.4393, top5_acc: 0.6750, loss_cls: 2.5352, loss: 2.5352, grad_norm: 2.4235 2021-01-25 07:03:36,084 - mmaction - INFO - Epoch [152][1280/2147] lr: 7.215e-02, eta: 4 days, 7:49:17, time: 1.645, data_time: 0.009, memory: 16628, top1_acc: 0.4183, top5_acc: 0.6661, loss_cls: 2.6193, loss: 2.6193, grad_norm: 2.3897 2021-01-25 07:04:09,568 - mmaction - INFO - Epoch [152][1300/2147] lr: 7.215e-02, eta: 4 days, 7:48:43, time: 1.668, data_time: 0.003, memory: 16628, top1_acc: 0.3915, top5_acc: 0.6504, loss_cls: 2.6952, loss: 2.6952, grad_norm: 2.4260 2021-01-25 07:04:39,009 - mmaction - INFO - Epoch [152][1320/2147] lr: 7.215e-02, eta: 4 days, 7:48:07, time: 1.479, data_time: 0.014, memory: 16628, top1_acc: 0.4246, top5_acc: 0.6585, loss_cls: 2.5858, loss: 2.5858, grad_norm: 2.3840 2021-01-25 07:05:11,074 - mmaction - INFO - Epoch [152][1340/2147] lr: 7.215e-02, eta: 4 days, 7:47:33, time: 1.605, data_time: 0.004, memory: 16628, top1_acc: 0.4179, top5_acc: 0.6786, loss_cls: 2.5595, loss: 2.5595, grad_norm: 2.4236 2021-01-25 07:05:40,212 - mmaction - INFO - Epoch [152][1360/2147] lr: 7.215e-02, eta: 4 days, 7:46:57, time: 1.447, data_time: 0.003, memory: 16628, top1_acc: 0.4134, top5_acc: 0.6554, loss_cls: 2.6433, loss: 2.6433, grad_norm: 2.3944 2021-01-25 07:06:10,386 - mmaction - INFO - Epoch [152][1380/2147] lr: 7.215e-02, eta: 4 days, 7:46:21, time: 1.515, data_time: 0.014, memory: 16628, top1_acc: 0.4196, top5_acc: 0.6585, loss_cls: 2.5915, loss: 2.5915, grad_norm: 2.4175 2021-01-25 07:06:47,739 - mmaction - INFO - Epoch [152][1400/2147] lr: 7.215e-02, eta: 4 days, 7:45:51, time: 1.869, data_time: 0.012, memory: 16628, top1_acc: 0.4317, top5_acc: 0.6728, loss_cls: 2.5770, loss: 2.5770, grad_norm: 2.3897 2021-01-25 07:07:17,317 - mmaction - INFO - Epoch [152][1420/2147] lr: 7.215e-02, eta: 4 days, 7:45:15, time: 1.476, data_time: 0.010, memory: 16628, top1_acc: 0.4085, top5_acc: 0.6687, loss_cls: 2.5722, loss: 2.5722, grad_norm: 2.4036 2021-01-25 07:07:49,109 - mmaction - INFO - Epoch [152][1440/2147] lr: 7.215e-02, eta: 4 days, 7:44:40, time: 1.592, data_time: 0.009, memory: 16628, top1_acc: 0.4138, top5_acc: 0.6710, loss_cls: 2.5648, loss: 2.5648, grad_norm: 2.4155 2021-01-25 07:08:18,263 - mmaction - INFO - Epoch [152][1460/2147] lr: 7.215e-02, eta: 4 days, 7:44:04, time: 1.458, data_time: 0.010, memory: 16628, top1_acc: 0.4085, top5_acc: 0.6652, loss_cls: 2.5905, loss: 2.5905, grad_norm: 2.3963 2021-01-25 07:08:48,324 - mmaction - INFO - Epoch [152][1480/2147] lr: 7.215e-02, eta: 4 days, 7:43:29, time: 1.503, data_time: 0.002, memory: 16628, top1_acc: 0.4134, top5_acc: 0.6509, loss_cls: 2.6246, loss: 2.6246, grad_norm: 2.3655 2021-01-25 07:09:17,265 - mmaction - INFO - Epoch [152][1500/2147] lr: 7.215e-02, eta: 4 days, 7:42:52, time: 1.448, data_time: 0.002, memory: 16628, top1_acc: 0.4259, top5_acc: 0.6714, loss_cls: 2.5905, loss: 2.5905, grad_norm: 2.4208 2021-01-25 07:09:48,211 - mmaction - INFO - Epoch [152][1520/2147] lr: 7.215e-02, eta: 4 days, 7:42:17, time: 1.547, data_time: 0.006, memory: 16628, top1_acc: 0.4250, top5_acc: 0.6754, loss_cls: 2.5802, loss: 2.5802, grad_norm: 2.3944 2021-01-25 07:10:19,002 - mmaction - INFO - Epoch [152][1540/2147] lr: 7.215e-02, eta: 4 days, 7:41:42, time: 1.538, data_time: 0.003, memory: 16628, top1_acc: 0.4205, top5_acc: 0.6871, loss_cls: 2.5221, loss: 2.5221, grad_norm: 2.4148 2021-01-25 07:10:48,388 - mmaction - INFO - Epoch [152][1560/2147] lr: 7.215e-02, eta: 4 days, 7:41:06, time: 1.468, data_time: 0.002, memory: 16628, top1_acc: 0.4129, top5_acc: 0.6674, loss_cls: 2.5474, loss: 2.5474, grad_norm: 2.4294 2021-01-25 07:11:18,465 - mmaction - INFO - Epoch [152][1580/2147] lr: 7.215e-02, eta: 4 days, 7:40:30, time: 1.507, data_time: 0.004, memory: 16628, top1_acc: 0.4080, top5_acc: 0.6558, loss_cls: 2.6591, loss: 2.6591, grad_norm: 2.5055 2021-01-25 07:11:59,032 - mmaction - INFO - Epoch [152][1600/2147] lr: 7.215e-02, eta: 4 days, 7:40:02, time: 2.026, data_time: 0.003, memory: 16628, top1_acc: 0.4527, top5_acc: 0.6924, loss_cls: 2.4626, loss: 2.4626, grad_norm: 2.3885 2021-01-25 07:12:28,067 - mmaction - INFO - Epoch [152][1620/2147] lr: 7.215e-02, eta: 4 days, 7:39:26, time: 1.454, data_time: 0.004, memory: 16628, top1_acc: 0.4317, top5_acc: 0.6679, loss_cls: 2.5219, loss: 2.5219, grad_norm: 2.3389 2021-01-25 07:13:01,145 - mmaction - INFO - Epoch [152][1640/2147] lr: 7.215e-02, eta: 4 days, 7:38:52, time: 1.652, data_time: 0.002, memory: 16628, top1_acc: 0.4397, top5_acc: 0.6795, loss_cls: 2.5133, loss: 2.5133, grad_norm: 2.5135 2021-01-25 07:13:29,718 - mmaction - INFO - Epoch [152][1660/2147] lr: 7.215e-02, eta: 4 days, 7:38:16, time: 1.428, data_time: 0.006, memory: 16628, top1_acc: 0.4116, top5_acc: 0.6554, loss_cls: 2.6481, loss: 2.6481, grad_norm: 2.4672 2021-01-25 07:14:00,508 - mmaction - INFO - Epoch [152][1680/2147] lr: 7.215e-02, eta: 4 days, 7:37:40, time: 1.539, data_time: 0.009, memory: 16628, top1_acc: 0.4335, top5_acc: 0.6692, loss_cls: 2.5905, loss: 2.5905, grad_norm: 2.3403 2021-01-25 07:14:29,643 - mmaction - INFO - Epoch [152][1700/2147] lr: 7.215e-02, eta: 4 days, 7:37:04, time: 1.459, data_time: 0.005, memory: 16628, top1_acc: 0.4263, top5_acc: 0.6643, loss_cls: 2.5703, loss: 2.5703, grad_norm: 2.4092 2021-01-25 07:14:59,897 - mmaction - INFO - Epoch [152][1720/2147] lr: 7.215e-02, eta: 4 days, 7:36:29, time: 1.513, data_time: 0.006, memory: 16628, top1_acc: 0.4138, top5_acc: 0.6558, loss_cls: 2.6657, loss: 2.6657, grad_norm: 2.4344 2021-01-25 07:15:28,626 - mmaction - INFO - Epoch [152][1740/2147] lr: 7.215e-02, eta: 4 days, 7:35:52, time: 1.435, data_time: 0.003, memory: 16628, top1_acc: 0.4366, top5_acc: 0.6710, loss_cls: 2.5309, loss: 2.5309, grad_norm: 2.4294 2021-01-25 07:15:59,575 - mmaction - INFO - Epoch [152][1760/2147] lr: 7.215e-02, eta: 4 days, 7:35:17, time: 1.547, data_time: 0.004, memory: 16628, top1_acc: 0.4138, top5_acc: 0.6545, loss_cls: 2.6676, loss: 2.6676, grad_norm: 2.4545 2021-01-25 07:16:30,759 - mmaction - INFO - Epoch [152][1780/2147] lr: 7.215e-02, eta: 4 days, 7:34:42, time: 1.562, data_time: 0.008, memory: 16628, top1_acc: 0.4223, top5_acc: 0.6683, loss_cls: 2.5938, loss: 2.5938, grad_norm: 2.3986 2021-01-25 07:17:05,085 - mmaction - INFO - Epoch [152][1800/2147] lr: 7.215e-02, eta: 4 days, 7:34:10, time: 1.716, data_time: 0.001, memory: 16628, top1_acc: 0.4121, top5_acc: 0.6585, loss_cls: 2.6755, loss: 2.6755, grad_norm: 2.4365 2021-01-25 07:17:33,994 - mmaction - INFO - Epoch [152][1820/2147] lr: 7.215e-02, eta: 4 days, 7:33:33, time: 1.444, data_time: 0.004, memory: 16628, top1_acc: 0.4076, top5_acc: 0.6607, loss_cls: 2.6318, loss: 2.6318, grad_norm: 2.3904 2021-01-25 07:18:03,108 - mmaction - INFO - Epoch [152][1840/2147] lr: 7.215e-02, eta: 4 days, 7:32:57, time: 1.457, data_time: 0.004, memory: 16628, top1_acc: 0.4290, top5_acc: 0.6696, loss_cls: 2.5609, loss: 2.5609, grad_norm: 2.3557 2021-01-25 07:18:32,048 - mmaction - INFO - Epoch [152][1860/2147] lr: 7.215e-02, eta: 4 days, 7:32:21, time: 1.448, data_time: 0.004, memory: 16628, top1_acc: 0.4062, top5_acc: 0.6728, loss_cls: 2.6015, loss: 2.6015, grad_norm: 2.4083 2021-01-25 07:19:04,513 - mmaction - INFO - Epoch [152][1880/2147] lr: 7.215e-02, eta: 4 days, 7:31:47, time: 1.623, data_time: 0.001, memory: 16628, top1_acc: 0.4263, top5_acc: 0.6643, loss_cls: 2.5945, loss: 2.5945, grad_norm: 2.4347 2021-01-25 07:19:34,662 - mmaction - INFO - Epoch [152][1900/2147] lr: 7.215e-02, eta: 4 days, 7:31:11, time: 1.507, data_time: 0.007, memory: 16628, top1_acc: 0.4192, top5_acc: 0.6670, loss_cls: 2.6175, loss: 2.6175, grad_norm: 2.4293 2021-01-25 07:20:09,050 - mmaction - INFO - Epoch [152][1920/2147] lr: 7.215e-02, eta: 4 days, 7:30:39, time: 1.716, data_time: 0.003, memory: 16628, top1_acc: 0.4214, top5_acc: 0.6737, loss_cls: 2.5523, loss: 2.5523, grad_norm: 2.3577 2021-01-25 07:20:37,824 - mmaction - INFO - Epoch [152][1940/2147] lr: 7.215e-02, eta: 4 days, 7:30:02, time: 1.440, data_time: 0.007, memory: 16628, top1_acc: 0.4406, top5_acc: 0.6821, loss_cls: 2.5251, loss: 2.5251, grad_norm: 2.3965 2021-01-25 07:21:09,025 - mmaction - INFO - Epoch [152][1960/2147] lr: 7.215e-02, eta: 4 days, 7:29:27, time: 1.561, data_time: 0.005, memory: 16628, top1_acc: 0.4134, top5_acc: 0.6679, loss_cls: 2.6224, loss: 2.6224, grad_norm: 2.4391 2021-01-25 07:21:37,586 - mmaction - INFO - Epoch [152][1980/2147] lr: 7.215e-02, eta: 4 days, 7:28:51, time: 1.429, data_time: 0.003, memory: 16628, top1_acc: 0.4357, top5_acc: 0.6701, loss_cls: 2.5401, loss: 2.5401, grad_norm: 2.4143 2021-01-25 07:22:13,204 - mmaction - INFO - Epoch [152][2000/2147] lr: 7.215e-02, eta: 4 days, 7:28:19, time: 1.776, data_time: 0.005, memory: 16628, top1_acc: 0.4147, top5_acc: 0.6696, loss_cls: 2.5983, loss: 2.5983, grad_norm: 2.4273 2021-01-25 07:22:42,454 - mmaction - INFO - Epoch [152][2020/2147] lr: 7.215e-02, eta: 4 days, 7:27:43, time: 1.463, data_time: 0.019, memory: 16628, top1_acc: 0.4183, top5_acc: 0.6647, loss_cls: 2.6279, loss: 2.6279, grad_norm: 2.4494 2021-01-25 07:23:13,560 - mmaction - INFO - Epoch [152][2040/2147] lr: 7.215e-02, eta: 4 days, 7:27:08, time: 1.556, data_time: 0.011, memory: 16628, top1_acc: 0.4174, top5_acc: 0.6638, loss_cls: 2.6138, loss: 2.6138, grad_norm: 2.4395 2021-01-25 07:23:44,028 - mmaction - INFO - Epoch [152][2060/2147] lr: 7.215e-02, eta: 4 days, 7:26:33, time: 1.526, data_time: 0.012, memory: 16628, top1_acc: 0.4272, top5_acc: 0.6723, loss_cls: 2.5824, loss: 2.5824, grad_norm: 2.4159 2021-01-25 07:24:14,490 - mmaction - INFO - Epoch [152][2080/2147] lr: 7.215e-02, eta: 4 days, 7:25:57, time: 1.522, data_time: 0.004, memory: 16628, top1_acc: 0.3969, top5_acc: 0.6594, loss_cls: 2.6512, loss: 2.6512, grad_norm: 2.4123 2021-01-25 07:24:43,841 - mmaction - INFO - Epoch [152][2100/2147] lr: 7.215e-02, eta: 4 days, 7:25:21, time: 1.470, data_time: 0.006, memory: 16628, top1_acc: 0.4237, top5_acc: 0.6746, loss_cls: 2.5368, loss: 2.5368, grad_norm: 2.3426 2021-01-25 07:25:14,679 - mmaction - INFO - Epoch [152][2120/2147] lr: 7.215e-02, eta: 4 days, 7:24:46, time: 1.537, data_time: 0.002, memory: 16628, top1_acc: 0.4272, top5_acc: 0.6777, loss_cls: 2.5328, loss: 2.5328, grad_norm: 2.3788 2021-01-25 07:25:43,469 - mmaction - INFO - Epoch [152][2140/2147] lr: 7.215e-02, eta: 4 days, 7:24:10, time: 1.444, data_time: 0.013, memory: 16628, top1_acc: 0.4156, top5_acc: 0.6728, loss_cls: 2.5793, loss: 2.5793, grad_norm: 2.4346 2021-01-25 07:26:10,778 - mmaction - INFO - Saving checkpoint at 152 epochs 2021-01-25 07:31:05,401 - mmaction - INFO - Epoch [153][20/2147] lr: 7.097e-02, eta: 4 days, 7:26:14, time: 14.648, data_time: 13.086, memory: 16628, top1_acc: 0.4237, top5_acc: 0.6790, loss_cls: 2.5662, loss: 2.5662, grad_norm: 2.4067 2021-01-25 07:31:34,522 - mmaction - INFO - Epoch [153][40/2147] lr: 7.097e-02, eta: 4 days, 7:25:38, time: 1.454, data_time: 0.003, memory: 16628, top1_acc: 0.4317, top5_acc: 0.6723, loss_cls: 2.5176, loss: 2.5176, grad_norm: 2.3485 2021-01-25 07:32:08,160 - mmaction - INFO - Epoch [153][60/2147] lr: 7.097e-02, eta: 4 days, 7:25:05, time: 1.684, data_time: 0.004, memory: 16628, top1_acc: 0.4174, top5_acc: 0.6817, loss_cls: 2.5460, loss: 2.5460, grad_norm: 2.4107 2021-01-25 07:32:36,960 - mmaction - INFO - Epoch [153][80/2147] lr: 7.097e-02, eta: 4 days, 7:24:28, time: 1.439, data_time: 0.003, memory: 16628, top1_acc: 0.4232, top5_acc: 0.6594, loss_cls: 2.5979, loss: 2.5979, grad_norm: 2.3884 2021-01-25 07:33:06,529 - mmaction - INFO - Epoch [153][100/2147] lr: 7.097e-02, eta: 4 days, 7:23:53, time: 1.477, data_time: 0.016, memory: 16628, top1_acc: 0.4281, top5_acc: 0.6884, loss_cls: 2.5035, loss: 2.5035, grad_norm: 2.3690 2021-01-25 07:33:35,821 - mmaction - INFO - Epoch [153][120/2147] lr: 7.097e-02, eta: 4 days, 7:23:16, time: 1.464, data_time: 0.007, memory: 16628, top1_acc: 0.4009, top5_acc: 0.6589, loss_cls: 2.6401, loss: 2.6401, grad_norm: 2.4222 2021-01-25 07:34:04,565 - mmaction - INFO - Epoch [153][140/2147] lr: 7.097e-02, eta: 4 days, 7:22:40, time: 1.439, data_time: 0.005, memory: 16628, top1_acc: 0.4259, top5_acc: 0.6871, loss_cls: 2.5525, loss: 2.5525, grad_norm: 2.4424 2021-01-25 07:34:34,820 - mmaction - INFO - Epoch [153][160/2147] lr: 7.097e-02, eta: 4 days, 7:22:04, time: 1.513, data_time: 0.005, memory: 16628, top1_acc: 0.4246, top5_acc: 0.6652, loss_cls: 2.5852, loss: 2.5852, grad_norm: 2.3817 2021-01-25 07:35:04,276 - mmaction - INFO - Epoch [153][180/2147] lr: 7.097e-02, eta: 4 days, 7:21:28, time: 1.471, data_time: 0.003, memory: 16628, top1_acc: 0.4286, top5_acc: 0.6674, loss_cls: 2.5532, loss: 2.5532, grad_norm: 2.4235 2021-01-25 07:35:33,808 - mmaction - INFO - Epoch [153][200/2147] lr: 7.097e-02, eta: 4 days, 7:20:52, time: 1.477, data_time: 0.004, memory: 16628, top1_acc: 0.4205, top5_acc: 0.6679, loss_cls: 2.5636, loss: 2.5636, grad_norm: 2.4459 2021-01-25 07:36:05,738 - mmaction - INFO - Epoch [153][220/2147] lr: 7.097e-02, eta: 4 days, 7:20:18, time: 1.587, data_time: 0.009, memory: 16628, top1_acc: 0.4268, top5_acc: 0.6746, loss_cls: 2.5732, loss: 2.5732, grad_norm: 2.4169 2021-01-25 07:36:42,470 - mmaction - INFO - Epoch [153][240/2147] lr: 7.097e-02, eta: 4 days, 7:19:46, time: 1.792, data_time: 0.040, memory: 16628, top1_acc: 0.4241, top5_acc: 0.6647, loss_cls: 2.5572, loss: 2.5572, grad_norm: 2.4132 2021-01-25 07:37:11,201 - mmaction - INFO - Epoch [153][260/2147] lr: 7.097e-02, eta: 4 days, 7:19:11, time: 1.487, data_time: 0.063, memory: 16628, top1_acc: 0.4232, top5_acc: 0.6813, loss_cls: 2.5368, loss: 2.5368, grad_norm: 2.4658 2021-01-25 07:37:40,244 - mmaction - INFO - Epoch [153][280/2147] lr: 7.097e-02, eta: 4 days, 7:18:34, time: 1.453, data_time: 0.006, memory: 16628, top1_acc: 0.4183, top5_acc: 0.6710, loss_cls: 2.6073, loss: 2.6073, grad_norm: 2.4391 2021-01-25 07:38:11,027 - mmaction - INFO - Epoch [153][300/2147] lr: 7.097e-02, eta: 4 days, 7:17:59, time: 1.541, data_time: 0.006, memory: 16628, top1_acc: 0.4085, top5_acc: 0.6607, loss_cls: 2.5958, loss: 2.5958, grad_norm: 2.3845 2021-01-25 07:38:44,747 - mmaction - INFO - Epoch [153][320/2147] lr: 7.097e-02, eta: 4 days, 7:17:26, time: 1.682, data_time: 0.006, memory: 16628, top1_acc: 0.4299, top5_acc: 0.6741, loss_cls: 2.5603, loss: 2.5603, grad_norm: 2.3357 2021-01-25 07:39:18,466 - mmaction - INFO - Epoch [153][340/2147] lr: 7.097e-02, eta: 4 days, 7:16:53, time: 1.688, data_time: 0.023, memory: 16628, top1_acc: 0.4152, top5_acc: 0.6821, loss_cls: 2.5397, loss: 2.5397, grad_norm: 2.3760 2021-01-25 07:39:49,457 - mmaction - INFO - Epoch [153][360/2147] lr: 7.097e-02, eta: 4 days, 7:16:18, time: 1.546, data_time: 0.009, memory: 16628, top1_acc: 0.4397, top5_acc: 0.6920, loss_cls: 2.4764, loss: 2.4764, grad_norm: 2.3910 2021-01-25 07:40:18,109 - mmaction - INFO - Epoch [153][380/2147] lr: 7.097e-02, eta: 4 days, 7:15:41, time: 1.440, data_time: 0.012, memory: 16628, top1_acc: 0.4478, top5_acc: 0.6937, loss_cls: 2.4796, loss: 2.4796, grad_norm: 2.3495 2021-01-25 07:40:46,774 - mmaction - INFO - Epoch [153][400/2147] lr: 7.097e-02, eta: 4 days, 7:15:05, time: 1.431, data_time: 0.002, memory: 16628, top1_acc: 0.4254, top5_acc: 0.6670, loss_cls: 2.5519, loss: 2.5519, grad_norm: 2.4863 2021-01-25 07:41:16,189 - mmaction - INFO - Epoch [153][420/2147] lr: 7.097e-02, eta: 4 days, 7:14:29, time: 1.472, data_time: 0.006, memory: 16628, top1_acc: 0.4326, top5_acc: 0.6839, loss_cls: 2.5542, loss: 2.5542, grad_norm: 2.4327 2021-01-25 07:41:50,009 - mmaction - INFO - Epoch [153][440/2147] lr: 7.097e-02, eta: 4 days, 7:13:56, time: 1.692, data_time: 0.012, memory: 16628, top1_acc: 0.4156, top5_acc: 0.6732, loss_cls: 2.5500, loss: 2.5500, grad_norm: 2.4657 2021-01-25 07:42:20,071 - mmaction - INFO - Epoch [153][460/2147] lr: 7.097e-02, eta: 4 days, 7:13:20, time: 1.503, data_time: 0.002, memory: 16628, top1_acc: 0.4152, top5_acc: 0.6580, loss_cls: 2.6475, loss: 2.6475, grad_norm: 2.4367 2021-01-25 07:42:49,443 - mmaction - INFO - Epoch [153][480/2147] lr: 7.097e-02, eta: 4 days, 7:12:44, time: 1.466, data_time: 0.012, memory: 16628, top1_acc: 0.4018, top5_acc: 0.6621, loss_cls: 2.6280, loss: 2.6280, grad_norm: 2.4450 2021-01-25 07:43:21,563 - mmaction - INFO - Epoch [153][500/2147] lr: 7.097e-02, eta: 4 days, 7:12:10, time: 1.601, data_time: 0.006, memory: 16628, top1_acc: 0.4308, top5_acc: 0.6746, loss_cls: 2.5099, loss: 2.5099, grad_norm: 2.3880 2021-01-25 07:43:51,485 - mmaction - INFO - Epoch [153][520/2147] lr: 7.097e-02, eta: 4 days, 7:11:34, time: 1.501, data_time: 0.020, memory: 16628, top1_acc: 0.4250, top5_acc: 0.6777, loss_cls: 2.5493, loss: 2.5493, grad_norm: 2.4428 2021-01-25 07:44:22,265 - mmaction - INFO - Epoch [153][540/2147] lr: 7.097e-02, eta: 4 days, 7:10:59, time: 1.540, data_time: 0.004, memory: 16628, top1_acc: 0.4312, top5_acc: 0.6754, loss_cls: 2.5504, loss: 2.5504, grad_norm: 2.4384 2021-01-25 07:44:51,748 - mmaction - INFO - Epoch [153][560/2147] lr: 7.097e-02, eta: 4 days, 7:10:23, time: 1.474, data_time: 0.004, memory: 16628, top1_acc: 0.4098, top5_acc: 0.6540, loss_cls: 2.6451, loss: 2.6451, grad_norm: 2.4384 2021-01-25 07:45:20,152 - mmaction - INFO - Epoch [153][580/2147] lr: 7.097e-02, eta: 4 days, 7:09:46, time: 1.422, data_time: 0.004, memory: 16628, top1_acc: 0.4214, top5_acc: 0.6679, loss_cls: 2.5672, loss: 2.5672, grad_norm: 2.4208 2021-01-25 07:45:50,173 - mmaction - INFO - Epoch [153][600/2147] lr: 7.097e-02, eta: 4 days, 7:09:11, time: 1.500, data_time: 0.002, memory: 16628, top1_acc: 0.4286, top5_acc: 0.6817, loss_cls: 2.5490, loss: 2.5490, grad_norm: 2.4167 2021-01-25 07:46:19,777 - mmaction - INFO - Epoch [153][620/2147] lr: 7.097e-02, eta: 4 days, 7:08:35, time: 1.481, data_time: 0.007, memory: 16628, top1_acc: 0.4290, top5_acc: 0.6652, loss_cls: 2.5606, loss: 2.5606, grad_norm: 2.4167 2021-01-25 07:46:49,344 - mmaction - INFO - Epoch [153][640/2147] lr: 7.097e-02, eta: 4 days, 7:07:59, time: 1.479, data_time: 0.006, memory: 16628, top1_acc: 0.4085, top5_acc: 0.6562, loss_cls: 2.6331, loss: 2.6331, grad_norm: 2.3756 2021-01-25 07:47:18,437 - mmaction - INFO - Epoch [153][660/2147] lr: 7.097e-02, eta: 4 days, 7:07:23, time: 1.455, data_time: 0.003, memory: 16628, top1_acc: 0.4076, top5_acc: 0.6656, loss_cls: 2.6133, loss: 2.6133, grad_norm: 2.4055 2021-01-25 07:47:48,795 - mmaction - INFO - Epoch [153][680/2147] lr: 7.097e-02, eta: 4 days, 7:06:47, time: 1.516, data_time: 0.002, memory: 16628, top1_acc: 0.4295, top5_acc: 0.6790, loss_cls: 2.5590, loss: 2.5590, grad_norm: 2.4152 2021-01-25 07:48:17,570 - mmaction - INFO - Epoch [153][700/2147] lr: 7.097e-02, eta: 4 days, 7:06:11, time: 1.439, data_time: 0.007, memory: 16628, top1_acc: 0.4161, top5_acc: 0.6629, loss_cls: 2.6071, loss: 2.6071, grad_norm: 2.3474 2021-01-25 07:48:47,959 - mmaction - INFO - Epoch [153][720/2147] lr: 7.097e-02, eta: 4 days, 7:05:35, time: 1.521, data_time: 0.004, memory: 16628, top1_acc: 0.4228, top5_acc: 0.6750, loss_cls: 2.5512, loss: 2.5512, grad_norm: 2.4119 2021-01-25 07:49:16,956 - mmaction - INFO - Epoch [153][740/2147] lr: 7.097e-02, eta: 4 days, 7:04:59, time: 1.447, data_time: 0.003, memory: 16628, top1_acc: 0.4295, top5_acc: 0.6786, loss_cls: 2.5329, loss: 2.5329, grad_norm: 2.3817 2021-01-25 07:49:48,195 - mmaction - INFO - Epoch [153][760/2147] lr: 7.097e-02, eta: 4 days, 7:04:24, time: 1.565, data_time: 0.005, memory: 16628, top1_acc: 0.4174, top5_acc: 0.6549, loss_cls: 2.6618, loss: 2.6618, grad_norm: 2.4835 2021-01-25 07:50:20,339 - mmaction - INFO - Epoch [153][780/2147] lr: 7.097e-02, eta: 4 days, 7:03:50, time: 1.604, data_time: 0.004, memory: 16628, top1_acc: 0.4183, top5_acc: 0.6616, loss_cls: 2.5780, loss: 2.5780, grad_norm: 2.4257 2021-01-25 07:50:48,972 - mmaction - INFO - Epoch [153][800/2147] lr: 7.097e-02, eta: 4 days, 7:03:14, time: 1.433, data_time: 0.005, memory: 16628, top1_acc: 0.4545, top5_acc: 0.6884, loss_cls: 2.4797, loss: 2.4797, grad_norm: 2.3702 2021-01-25 07:51:24,271 - mmaction - INFO - Epoch [153][820/2147] lr: 7.097e-02, eta: 4 days, 7:02:42, time: 1.764, data_time: 0.009, memory: 16628, top1_acc: 0.4201, top5_acc: 0.6772, loss_cls: 2.5988, loss: 2.5988, grad_norm: 2.4429 2021-01-25 07:51:54,847 - mmaction - INFO - Epoch [153][840/2147] lr: 7.097e-02, eta: 4 days, 7:02:06, time: 1.530, data_time: 0.005, memory: 16628, top1_acc: 0.4214, top5_acc: 0.6741, loss_cls: 2.5810, loss: 2.5810, grad_norm: 2.4131 2021-01-25 07:52:23,706 - mmaction - INFO - Epoch [153][860/2147] lr: 7.097e-02, eta: 4 days, 7:01:30, time: 1.445, data_time: 0.005, memory: 16628, top1_acc: 0.4210, top5_acc: 0.6598, loss_cls: 2.5959, loss: 2.5959, grad_norm: 2.3636 2021-01-25 07:52:53,137 - mmaction - INFO - Epoch [153][880/2147] lr: 7.097e-02, eta: 4 days, 7:00:54, time: 1.471, data_time: 0.002, memory: 16628, top1_acc: 0.4281, top5_acc: 0.6679, loss_cls: 2.5404, loss: 2.5404, grad_norm: 2.3806 2021-01-25 07:53:23,546 - mmaction - INFO - Epoch [153][900/2147] lr: 7.097e-02, eta: 4 days, 7:00:19, time: 1.520, data_time: 0.004, memory: 16628, top1_acc: 0.4250, top5_acc: 0.6679, loss_cls: 2.5702, loss: 2.5702, grad_norm: 2.4480 2021-01-25 07:53:51,939 - mmaction - INFO - Epoch [153][920/2147] lr: 7.097e-02, eta: 4 days, 6:59:42, time: 1.421, data_time: 0.003, memory: 16628, top1_acc: 0.4125, top5_acc: 0.6741, loss_cls: 2.5824, loss: 2.5824, grad_norm: 2.5041 2021-01-25 07:54:21,812 - mmaction - INFO - Epoch [153][940/2147] lr: 7.097e-02, eta: 4 days, 6:59:06, time: 1.490, data_time: 0.003, memory: 16628, top1_acc: 0.4228, top5_acc: 0.6612, loss_cls: 2.6222, loss: 2.6222, grad_norm: 2.4534 2021-01-25 07:54:50,743 - mmaction - INFO - Epoch [153][960/2147] lr: 7.097e-02, eta: 4 days, 6:58:30, time: 1.450, data_time: 0.011, memory: 16628, top1_acc: 0.4067, top5_acc: 0.6482, loss_cls: 2.6568, loss: 2.6568, grad_norm: 2.3882 2021-01-25 07:55:21,918 - mmaction - INFO - Epoch [153][980/2147] lr: 7.097e-02, eta: 4 days, 6:57:55, time: 1.557, data_time: 0.004, memory: 16628, top1_acc: 0.4232, top5_acc: 0.6585, loss_cls: 2.6304, loss: 2.6304, grad_norm: 2.4315 2021-01-25 07:55:50,903 - mmaction - INFO - Epoch [153][1000/2147] lr: 7.097e-02, eta: 4 days, 6:57:19, time: 1.450, data_time: 0.008, memory: 16628, top1_acc: 0.4277, top5_acc: 0.6612, loss_cls: 2.5664, loss: 2.5664, grad_norm: 2.3531 2021-01-25 07:56:22,587 - mmaction - INFO - Epoch [153][1020/2147] lr: 7.097e-02, eta: 4 days, 6:56:44, time: 1.581, data_time: 0.003, memory: 16628, top1_acc: 0.4330, top5_acc: 0.6781, loss_cls: 2.5679, loss: 2.5679, grad_norm: 2.4314 2021-01-25 07:56:51,780 - mmaction - INFO - Epoch [153][1040/2147] lr: 7.097e-02, eta: 4 days, 6:56:08, time: 1.462, data_time: 0.009, memory: 16628, top1_acc: 0.4049, top5_acc: 0.6612, loss_cls: 2.6292, loss: 2.6292, grad_norm: 2.4292 2021-01-25 07:57:21,739 - mmaction - INFO - Epoch [153][1060/2147] lr: 7.097e-02, eta: 4 days, 6:55:32, time: 1.499, data_time: 0.004, memory: 16628, top1_acc: 0.4313, top5_acc: 0.6996, loss_cls: 2.4606, loss: 2.4606, grad_norm: 2.3904 2021-01-25 07:57:50,704 - mmaction - INFO - Epoch [153][1080/2147] lr: 7.097e-02, eta: 4 days, 6:54:56, time: 1.448, data_time: 0.004, memory: 16628, top1_acc: 0.4308, top5_acc: 0.6696, loss_cls: 2.5364, loss: 2.5364, grad_norm: 2.3502 2021-01-25 07:58:19,911 - mmaction - INFO - Epoch [153][1100/2147] lr: 7.097e-02, eta: 4 days, 6:54:20, time: 1.459, data_time: 0.002, memory: 16628, top1_acc: 0.4201, top5_acc: 0.6643, loss_cls: 2.5629, loss: 2.5629, grad_norm: 2.4022 2021-01-25 07:58:51,073 - mmaction - INFO - Epoch [153][1120/2147] lr: 7.097e-02, eta: 4 days, 6:53:45, time: 1.559, data_time: 0.003, memory: 16628, top1_acc: 0.4129, top5_acc: 0.6638, loss_cls: 2.6281, loss: 2.6281, grad_norm: 2.4543 2021-01-25 07:59:19,951 - mmaction - INFO - Epoch [153][1140/2147] lr: 7.097e-02, eta: 4 days, 6:53:09, time: 1.444, data_time: 0.003, memory: 16628, top1_acc: 0.4259, top5_acc: 0.6616, loss_cls: 2.5839, loss: 2.5839, grad_norm: 2.3534 2021-01-25 07:59:51,284 - mmaction - INFO - Epoch [153][1160/2147] lr: 7.097e-02, eta: 4 days, 6:52:34, time: 1.564, data_time: 0.006, memory: 16628, top1_acc: 0.4371, top5_acc: 0.6804, loss_cls: 2.5038, loss: 2.5038, grad_norm: 2.4169 2021-01-25 08:00:19,901 - mmaction - INFO - Epoch [153][1180/2147] lr: 7.097e-02, eta: 4 days, 6:51:57, time: 1.432, data_time: 0.009, memory: 16628, top1_acc: 0.4210, top5_acc: 0.6621, loss_cls: 2.6111, loss: 2.6111, grad_norm: 2.5046 2021-01-25 08:00:50,549 - mmaction - INFO - Epoch [153][1200/2147] lr: 7.097e-02, eta: 4 days, 6:51:22, time: 1.534, data_time: 0.003, memory: 16628, top1_acc: 0.4201, top5_acc: 0.6772, loss_cls: 2.6099, loss: 2.6099, grad_norm: 2.4783 2021-01-25 08:01:19,261 - mmaction - INFO - Epoch [153][1220/2147] lr: 7.097e-02, eta: 4 days, 6:50:46, time: 1.435, data_time: 0.002, memory: 16628, top1_acc: 0.4335, top5_acc: 0.6875, loss_cls: 2.5350, loss: 2.5350, grad_norm: 2.3912 2021-01-25 08:01:59,320 - mmaction - INFO - Epoch [153][1240/2147] lr: 7.097e-02, eta: 4 days, 6:50:17, time: 2.000, data_time: 0.004, memory: 16628, top1_acc: 0.4268, top5_acc: 0.6621, loss_cls: 2.5931, loss: 2.5931, grad_norm: 2.4269 2021-01-25 08:02:28,808 - mmaction - INFO - Epoch [153][1260/2147] lr: 7.097e-02, eta: 4 days, 6:49:41, time: 1.476, data_time: 0.010, memory: 16628, top1_acc: 0.4165, top5_acc: 0.6571, loss_cls: 2.5863, loss: 2.5863, grad_norm: 2.4180 2021-01-25 08:03:02,644 - mmaction - INFO - Epoch [153][1280/2147] lr: 7.097e-02, eta: 4 days, 6:49:08, time: 1.686, data_time: 0.002, memory: 16628, top1_acc: 0.4116, top5_acc: 0.6621, loss_cls: 2.6295, loss: 2.6295, grad_norm: 2.4641 2021-01-25 08:03:31,368 - mmaction - INFO - Epoch [153][1300/2147] lr: 7.097e-02, eta: 4 days, 6:48:32, time: 1.442, data_time: 0.008, memory: 16628, top1_acc: 0.4415, top5_acc: 0.6777, loss_cls: 2.5079, loss: 2.5079, grad_norm: 2.3827 2021-01-25 08:04:01,041 - mmaction - INFO - Epoch [153][1320/2147] lr: 7.097e-02, eta: 4 days, 6:47:56, time: 1.483, data_time: 0.006, memory: 16628, top1_acc: 0.4085, top5_acc: 0.6580, loss_cls: 2.6044, loss: 2.6044, grad_norm: 2.4921 2021-01-25 08:04:30,748 - mmaction - INFO - Epoch [153][1340/2147] lr: 7.097e-02, eta: 4 days, 6:47:20, time: 1.485, data_time: 0.004, memory: 16628, top1_acc: 0.4384, top5_acc: 0.6813, loss_cls: 2.4872, loss: 2.4872, grad_norm: 2.4333 2021-01-25 08:05:00,434 - mmaction - INFO - Epoch [153][1360/2147] lr: 7.097e-02, eta: 4 days, 6:46:44, time: 1.475, data_time: 0.003, memory: 16628, top1_acc: 0.4049, top5_acc: 0.6679, loss_cls: 2.6013, loss: 2.6013, grad_norm: 2.4375 2021-01-25 08:05:33,495 - mmaction - INFO - Epoch [153][1380/2147] lr: 7.097e-02, eta: 4 days, 6:46:11, time: 1.661, data_time: 0.016, memory: 16628, top1_acc: 0.4183, top5_acc: 0.6732, loss_cls: 2.5573, loss: 2.5573, grad_norm: 2.4112 2021-01-25 08:06:02,104 - mmaction - INFO - Epoch [153][1400/2147] lr: 7.097e-02, eta: 4 days, 6:45:34, time: 1.431, data_time: 0.006, memory: 16628, top1_acc: 0.4272, top5_acc: 0.6786, loss_cls: 2.5352, loss: 2.5352, grad_norm: 2.4340 2021-01-25 08:06:33,703 - mmaction - INFO - Epoch [153][1420/2147] lr: 7.097e-02, eta: 4 days, 6:44:59, time: 1.536, data_time: 0.004, memory: 16628, top1_acc: 0.4232, top5_acc: 0.6585, loss_cls: 2.5890, loss: 2.5890, grad_norm: 2.4727 2021-01-25 08:07:05,508 - mmaction - INFO - Epoch [153][1440/2147] lr: 7.097e-02, eta: 4 days, 6:44:25, time: 1.634, data_time: 0.051, memory: 16628, top1_acc: 0.4076, top5_acc: 0.6482, loss_cls: 2.6643, loss: 2.6643, grad_norm: 2.4529 2021-01-25 08:07:34,613 - mmaction - INFO - Epoch [153][1460/2147] lr: 7.097e-02, eta: 4 days, 6:43:49, time: 1.457, data_time: 0.007, memory: 16628, top1_acc: 0.4143, top5_acc: 0.6750, loss_cls: 2.6126, loss: 2.6126, grad_norm: 2.4499 2021-01-25 08:08:04,311 - mmaction - INFO - Epoch [153][1480/2147] lr: 7.097e-02, eta: 4 days, 6:43:13, time: 1.485, data_time: 0.003, memory: 16628, top1_acc: 0.4304, top5_acc: 0.6728, loss_cls: 2.5299, loss: 2.5299, grad_norm: 2.4279 2021-01-25 08:08:33,675 - mmaction - INFO - Epoch [153][1500/2147] lr: 7.097e-02, eta: 4 days, 6:42:37, time: 1.468, data_time: 0.002, memory: 16628, top1_acc: 0.4371, top5_acc: 0.6875, loss_cls: 2.5272, loss: 2.5272, grad_norm: 2.4273 2021-01-25 08:09:05,530 - mmaction - INFO - Epoch [153][1520/2147] lr: 7.097e-02, eta: 4 days, 6:42:03, time: 1.593, data_time: 0.002, memory: 16628, top1_acc: 0.4183, top5_acc: 0.6714, loss_cls: 2.5720, loss: 2.5720, grad_norm: 2.4069 2021-01-25 08:09:38,549 - mmaction - INFO - Epoch [153][1540/2147] lr: 7.097e-02, eta: 4 days, 6:41:29, time: 1.640, data_time: 0.005, memory: 16628, top1_acc: 0.4205, top5_acc: 0.6728, loss_cls: 2.5794, loss: 2.5794, grad_norm: 2.4641 2021-01-25 08:10:13,176 - mmaction - INFO - Epoch [153][1560/2147] lr: 7.097e-02, eta: 4 days, 6:40:57, time: 1.741, data_time: 0.016, memory: 16628, top1_acc: 0.4268, top5_acc: 0.6804, loss_cls: 2.5441, loss: 2.5441, grad_norm: 2.3933 2021-01-25 08:10:44,659 - mmaction - INFO - Epoch [153][1580/2147] lr: 7.097e-02, eta: 4 days, 6:40:22, time: 1.572, data_time: 0.003, memory: 16628, top1_acc: 0.4339, top5_acc: 0.6728, loss_cls: 2.5631, loss: 2.5631, grad_norm: 2.4417 2021-01-25 08:11:15,808 - mmaction - INFO - Epoch [153][1600/2147] lr: 7.097e-02, eta: 4 days, 6:39:47, time: 1.557, data_time: 0.006, memory: 16628, top1_acc: 0.4201, top5_acc: 0.6647, loss_cls: 2.5994, loss: 2.5994, grad_norm: 2.4435 2021-01-25 08:11:51,426 - mmaction - INFO - Epoch [153][1620/2147] lr: 7.097e-02, eta: 4 days, 6:39:15, time: 1.784, data_time: 0.028, memory: 16628, top1_acc: 0.4219, top5_acc: 0.6754, loss_cls: 2.5773, loss: 2.5773, grad_norm: 2.3894 2021-01-25 08:12:21,412 - mmaction - INFO - Epoch [153][1640/2147] lr: 7.097e-02, eta: 4 days, 6:38:40, time: 1.493, data_time: 0.009, memory: 16628, top1_acc: 0.4179, top5_acc: 0.6683, loss_cls: 2.5959, loss: 2.5959, grad_norm: 2.4128 2021-01-25 08:12:53,412 - mmaction - INFO - Epoch [153][1660/2147] lr: 7.097e-02, eta: 4 days, 6:38:06, time: 1.603, data_time: 0.020, memory: 16628, top1_acc: 0.4103, top5_acc: 0.6589, loss_cls: 2.5998, loss: 2.5998, grad_norm: 2.3654 2021-01-25 08:13:22,045 - mmaction - INFO - Epoch [153][1680/2147] lr: 7.097e-02, eta: 4 days, 6:37:29, time: 1.434, data_time: 0.010, memory: 16628, top1_acc: 0.4156, top5_acc: 0.6656, loss_cls: 2.5719, loss: 2.5719, grad_norm: 2.4161 2021-01-25 08:13:51,032 - mmaction - INFO - Epoch [153][1700/2147] lr: 7.097e-02, eta: 4 days, 6:36:53, time: 1.451, data_time: 0.005, memory: 16628, top1_acc: 0.4049, top5_acc: 0.6616, loss_cls: 2.6567, loss: 2.6567, grad_norm: 2.4557 2021-01-25 08:14:19,816 - mmaction - INFO - Epoch [153][1720/2147] lr: 7.097e-02, eta: 4 days, 6:36:16, time: 1.438, data_time: 0.006, memory: 16628, top1_acc: 0.4214, top5_acc: 0.6603, loss_cls: 2.5775, loss: 2.5775, grad_norm: 2.4242 2021-01-25 08:14:49,174 - mmaction - INFO - Epoch [153][1740/2147] lr: 7.097e-02, eta: 4 days, 6:35:40, time: 1.470, data_time: 0.019, memory: 16628, top1_acc: 0.4228, top5_acc: 0.6728, loss_cls: 2.5629, loss: 2.5629, grad_norm: 2.4145 2021-01-25 08:15:19,968 - mmaction - INFO - Epoch [153][1760/2147] lr: 7.097e-02, eta: 4 days, 6:35:05, time: 1.537, data_time: 0.003, memory: 16628, top1_acc: 0.4098, top5_acc: 0.6540, loss_cls: 2.6769, loss: 2.6769, grad_norm: 2.4241 2021-01-25 08:15:50,445 - mmaction - INFO - Epoch [153][1780/2147] lr: 7.097e-02, eta: 4 days, 6:34:30, time: 1.522, data_time: 0.008, memory: 16628, top1_acc: 0.4210, top5_acc: 0.6817, loss_cls: 2.5790, loss: 2.5790, grad_norm: 2.3909 2021-01-25 08:16:19,261 - mmaction - INFO - Epoch [153][1800/2147] lr: 7.097e-02, eta: 4 days, 6:33:54, time: 1.445, data_time: 0.007, memory: 16628, top1_acc: 0.4223, top5_acc: 0.6835, loss_cls: 2.5283, loss: 2.5283, grad_norm: 2.4133 2021-01-25 08:16:50,633 - mmaction - INFO - Epoch [153][1820/2147] lr: 7.097e-02, eta: 4 days, 6:33:19, time: 1.564, data_time: 0.003, memory: 16628, top1_acc: 0.4183, top5_acc: 0.6714, loss_cls: 2.5814, loss: 2.5814, grad_norm: 2.4533 2021-01-25 08:17:21,804 - mmaction - INFO - Epoch [153][1840/2147] lr: 7.097e-02, eta: 4 days, 6:32:44, time: 1.561, data_time: 0.009, memory: 16628, top1_acc: 0.4080, top5_acc: 0.6451, loss_cls: 2.6323, loss: 2.6323, grad_norm: 2.4362 2021-01-25 08:17:52,749 - mmaction - INFO - Epoch [153][1860/2147] lr: 7.097e-02, eta: 4 days, 6:32:09, time: 1.549, data_time: 0.009, memory: 16628, top1_acc: 0.4179, top5_acc: 0.6652, loss_cls: 2.5925, loss: 2.5925, grad_norm: 2.4198 2021-01-25 08:18:22,687 - mmaction - INFO - Epoch [153][1880/2147] lr: 7.097e-02, eta: 4 days, 6:31:33, time: 1.494, data_time: 0.052, memory: 16628, top1_acc: 0.4116, top5_acc: 0.6589, loss_cls: 2.6339, loss: 2.6339, grad_norm: 2.4832 2021-01-25 08:18:54,557 - mmaction - INFO - Epoch [153][1900/2147] lr: 7.097e-02, eta: 4 days, 6:30:59, time: 1.597, data_time: 0.012, memory: 16628, top1_acc: 0.4183, top5_acc: 0.6629, loss_cls: 2.5675, loss: 2.5675, grad_norm: 2.4390 2021-01-25 08:19:23,265 - mmaction - INFO - Epoch [153][1920/2147] lr: 7.097e-02, eta: 4 days, 6:30:23, time: 1.435, data_time: 0.002, memory: 16628, top1_acc: 0.4232, top5_acc: 0.6862, loss_cls: 2.5278, loss: 2.5278, grad_norm: 2.3939 2021-01-25 08:19:52,529 - mmaction - INFO - Epoch [153][1940/2147] lr: 7.097e-02, eta: 4 days, 6:29:47, time: 1.462, data_time: 0.003, memory: 16628, top1_acc: 0.4170, top5_acc: 0.6786, loss_cls: 2.5540, loss: 2.5540, grad_norm: 2.4172 2021-01-25 08:20:24,981 - mmaction - INFO - Epoch [153][1960/2147] lr: 7.097e-02, eta: 4 days, 6:29:13, time: 1.624, data_time: 0.005, memory: 16628, top1_acc: 0.4080, top5_acc: 0.6531, loss_cls: 2.6628, loss: 2.6628, grad_norm: 2.4484 2021-01-25 08:20:55,414 - mmaction - INFO - Epoch [153][1980/2147] lr: 7.097e-02, eta: 4 days, 6:28:37, time: 1.522, data_time: 0.004, memory: 16628, top1_acc: 0.4058, top5_acc: 0.6603, loss_cls: 2.6178, loss: 2.6178, grad_norm: 2.4272 2021-01-25 08:21:25,180 - mmaction - INFO - Epoch [153][2000/2147] lr: 7.097e-02, eta: 4 days, 6:28:02, time: 1.488, data_time: 0.002, memory: 16628, top1_acc: 0.4147, top5_acc: 0.6652, loss_cls: 2.5361, loss: 2.5361, grad_norm: 2.3723 2021-01-25 08:21:55,496 - mmaction - INFO - Epoch [153][2020/2147] lr: 7.097e-02, eta: 4 days, 6:27:26, time: 1.514, data_time: 0.002, memory: 16628, top1_acc: 0.4152, top5_acc: 0.6674, loss_cls: 2.5826, loss: 2.5826, grad_norm: 2.4438 2021-01-25 08:22:26,069 - mmaction - INFO - Epoch [153][2040/2147] lr: 7.097e-02, eta: 4 days, 6:26:51, time: 1.527, data_time: 0.004, memory: 16628, top1_acc: 0.4129, top5_acc: 0.6460, loss_cls: 2.6600, loss: 2.6600, grad_norm: 2.4199 2021-01-25 08:22:56,819 - mmaction - INFO - Epoch [153][2060/2147] lr: 7.097e-02, eta: 4 days, 6:26:16, time: 1.540, data_time: 0.005, memory: 16628, top1_acc: 0.4268, top5_acc: 0.6737, loss_cls: 2.5552, loss: 2.5552, grad_norm: 2.3988 2021-01-25 08:23:27,820 - mmaction - INFO - Epoch [153][2080/2147] lr: 7.097e-02, eta: 4 days, 6:25:41, time: 1.549, data_time: 0.004, memory: 16628, top1_acc: 0.4214, top5_acc: 0.6746, loss_cls: 2.5429, loss: 2.5429, grad_norm: 2.4275 2021-01-25 08:23:56,422 - mmaction - INFO - Epoch [153][2100/2147] lr: 7.097e-02, eta: 4 days, 6:25:05, time: 1.431, data_time: 0.003, memory: 16628, top1_acc: 0.4219, top5_acc: 0.6491, loss_cls: 2.6477, loss: 2.6477, grad_norm: 2.4189 2021-01-25 08:24:25,451 - mmaction - INFO - Epoch [153][2120/2147] lr: 7.097e-02, eta: 4 days, 6:24:28, time: 1.439, data_time: 0.002, memory: 16628, top1_acc: 0.4036, top5_acc: 0.6638, loss_cls: 2.6121, loss: 2.6121, grad_norm: 2.4514 2021-01-25 08:24:55,854 - mmaction - INFO - Epoch [153][2140/2147] lr: 7.097e-02, eta: 4 days, 6:23:53, time: 1.531, data_time: 0.014, memory: 16628, top1_acc: 0.4156, top5_acc: 0.6665, loss_cls: 2.5847, loss: 2.5847, grad_norm: 2.4330 2021-01-25 08:30:40,121 - mmaction - INFO - Epoch [154][20/2147] lr: 6.980e-02, eta: 4 days, 6:26:10, time: 15.761, data_time: 14.005, memory: 16628, top1_acc: 0.4179, top5_acc: 0.6955, loss_cls: 2.4880, loss: 2.4880, grad_norm: 2.4239 2021-01-25 08:31:11,000 - mmaction - INFO - Epoch [154][40/2147] lr: 6.980e-02, eta: 4 days, 6:25:35, time: 1.536, data_time: 0.008, memory: 16628, top1_acc: 0.4094, top5_acc: 0.6585, loss_cls: 2.6339, loss: 2.6339, grad_norm: 2.4987 2021-01-25 08:31:48,345 - mmaction - INFO - Epoch [154][60/2147] lr: 6.980e-02, eta: 4 days, 6:25:04, time: 1.875, data_time: 0.012, memory: 16628, top1_acc: 0.4402, top5_acc: 0.6830, loss_cls: 2.4875, loss: 2.4875, grad_norm: 2.4412 2021-01-25 08:32:17,401 - mmaction - INFO - Epoch [154][80/2147] lr: 6.980e-02, eta: 4 days, 6:24:28, time: 1.453, data_time: 0.008, memory: 16628, top1_acc: 0.4304, top5_acc: 0.6902, loss_cls: 2.5059, loss: 2.5059, grad_norm: 2.4619 2021-01-25 08:32:46,432 - mmaction - INFO - Epoch [154][100/2147] lr: 6.980e-02, eta: 4 days, 6:23:52, time: 1.453, data_time: 0.004, memory: 16628, top1_acc: 0.4192, top5_acc: 0.6683, loss_cls: 2.6116, loss: 2.6116, grad_norm: 2.5034 2021-01-25 08:33:15,878 - mmaction - INFO - Epoch [154][120/2147] lr: 6.980e-02, eta: 4 days, 6:23:16, time: 1.472, data_time: 0.003, memory: 16628, top1_acc: 0.4103, top5_acc: 0.6616, loss_cls: 2.6356, loss: 2.6356, grad_norm: 2.4242 2021-01-25 08:33:46,917 - mmaction - INFO - Epoch [154][140/2147] lr: 6.980e-02, eta: 4 days, 6:22:41, time: 1.542, data_time: 0.003, memory: 16628, top1_acc: 0.4062, top5_acc: 0.6554, loss_cls: 2.6254, loss: 2.6254, grad_norm: 2.4300 2021-01-25 08:34:15,986 - mmaction - INFO - Epoch [154][160/2147] lr: 6.980e-02, eta: 4 days, 6:22:04, time: 1.457, data_time: 0.027, memory: 16628, top1_acc: 0.4348, top5_acc: 0.6893, loss_cls: 2.4778, loss: 2.4778, grad_norm: 2.3912 2021-01-25 08:34:46,908 - mmaction - INFO - Epoch [154][180/2147] lr: 6.980e-02, eta: 4 days, 6:21:30, time: 1.551, data_time: 0.008, memory: 16628, top1_acc: 0.4152, top5_acc: 0.6795, loss_cls: 2.5587, loss: 2.5587, grad_norm: 2.4377 2021-01-25 08:35:20,785 - mmaction - INFO - Epoch [154][200/2147] lr: 6.980e-02, eta: 4 days, 6:20:57, time: 1.693, data_time: 0.002, memory: 16628, top1_acc: 0.4321, top5_acc: 0.6862, loss_cls: 2.5132, loss: 2.5132, grad_norm: 2.3913 2021-01-25 08:35:49,432 - mmaction - INFO - Epoch [154][220/2147] lr: 6.980e-02, eta: 4 days, 6:20:20, time: 1.429, data_time: 0.003, memory: 16628, top1_acc: 0.4036, top5_acc: 0.6728, loss_cls: 2.5623, loss: 2.5623, grad_norm: 2.4474 2021-01-25 08:36:18,811 - mmaction - INFO - Epoch [154][240/2147] lr: 6.980e-02, eta: 4 days, 6:19:44, time: 1.472, data_time: 0.009, memory: 16628, top1_acc: 0.4214, top5_acc: 0.6741, loss_cls: 2.5898, loss: 2.5898, grad_norm: 2.4550 2021-01-25 08:36:49,191 - mmaction - INFO - Epoch [154][260/2147] lr: 6.980e-02, eta: 4 days, 6:19:09, time: 1.521, data_time: 0.011, memory: 16628, top1_acc: 0.4473, top5_acc: 0.6911, loss_cls: 2.4493, loss: 2.4493, grad_norm: 2.3949 2021-01-25 08:37:19,913 - mmaction - INFO - Epoch [154][280/2147] lr: 6.980e-02, eta: 4 days, 6:18:33, time: 1.533, data_time: 0.004, memory: 16628, top1_acc: 0.4152, top5_acc: 0.6527, loss_cls: 2.6242, loss: 2.6242, grad_norm: 2.5207 2021-01-25 08:37:50,762 - mmaction - INFO - Epoch [154][300/2147] lr: 6.980e-02, eta: 4 days, 6:17:58, time: 1.544, data_time: 0.012, memory: 16628, top1_acc: 0.4330, top5_acc: 0.6759, loss_cls: 2.5550, loss: 2.5550, grad_norm: 2.4644 2021-01-25 08:38:19,954 - mmaction - INFO - Epoch [154][320/2147] lr: 6.980e-02, eta: 4 days, 6:17:22, time: 1.460, data_time: 0.004, memory: 16628, top1_acc: 0.4451, top5_acc: 0.6821, loss_cls: 2.4824, loss: 2.4824, grad_norm: 2.3923 2021-01-25 08:38:48,823 - mmaction - INFO - Epoch [154][340/2147] lr: 6.980e-02, eta: 4 days, 6:16:46, time: 1.443, data_time: 0.002, memory: 16628, top1_acc: 0.4214, top5_acc: 0.6638, loss_cls: 2.6070, loss: 2.6070, grad_norm: 2.4169 2021-01-25 08:39:21,483 - mmaction - INFO - Epoch [154][360/2147] lr: 6.980e-02, eta: 4 days, 6:16:12, time: 1.629, data_time: 0.003, memory: 16628, top1_acc: 0.4259, top5_acc: 0.6804, loss_cls: 2.5345, loss: 2.5345, grad_norm: 2.3807 2021-01-25 08:39:53,271 - mmaction - INFO - Epoch [154][380/2147] lr: 6.980e-02, eta: 4 days, 6:15:38, time: 1.586, data_time: 0.007, memory: 16628, top1_acc: 0.4076, top5_acc: 0.6701, loss_cls: 2.5997, loss: 2.5997, grad_norm: 2.4893 2021-01-25 08:40:21,975 - mmaction - INFO - Epoch [154][400/2147] lr: 6.980e-02, eta: 4 days, 6:15:01, time: 1.442, data_time: 0.015, memory: 16628, top1_acc: 0.4460, top5_acc: 0.6951, loss_cls: 2.4720, loss: 2.4720, grad_norm: 2.4419 2021-01-25 08:40:50,650 - mmaction - INFO - Epoch [154][420/2147] lr: 6.980e-02, eta: 4 days, 6:14:25, time: 1.433, data_time: 0.008, memory: 16628, top1_acc: 0.4250, top5_acc: 0.6826, loss_cls: 2.5589, loss: 2.5589, grad_norm: 2.4723 2021-01-25 08:41:21,059 - mmaction - INFO - Epoch [154][440/2147] lr: 6.980e-02, eta: 4 days, 6:13:49, time: 1.522, data_time: 0.008, memory: 16628, top1_acc: 0.4232, top5_acc: 0.6647, loss_cls: 2.5756, loss: 2.5756, grad_norm: 2.5123 2021-01-25 08:42:00,479 - mmaction - INFO - Epoch [154][460/2147] lr: 6.980e-02, eta: 4 days, 6:13:20, time: 1.970, data_time: 0.003, memory: 16628, top1_acc: 0.4375, top5_acc: 0.6826, loss_cls: 2.4902, loss: 2.4902, grad_norm: 2.4532 2021-01-25 08:42:30,212 - mmaction - INFO - Epoch [154][480/2147] lr: 6.980e-02, eta: 4 days, 6:12:44, time: 1.486, data_time: 0.004, memory: 16628, top1_acc: 0.4187, top5_acc: 0.6603, loss_cls: 2.5731, loss: 2.5731, grad_norm: 2.5003 2021-01-25 08:43:05,152 - mmaction - INFO - Epoch [154][500/2147] lr: 6.980e-02, eta: 4 days, 6:12:12, time: 1.747, data_time: 0.006, memory: 16628, top1_acc: 0.4116, top5_acc: 0.6621, loss_cls: 2.6477, loss: 2.6477, grad_norm: 2.4935 2021-01-25 08:43:35,982 - mmaction - INFO - Epoch [154][520/2147] lr: 6.980e-02, eta: 4 days, 6:11:37, time: 1.537, data_time: 0.005, memory: 16628, top1_acc: 0.4134, top5_acc: 0.6714, loss_cls: 2.6058, loss: 2.6058, grad_norm: 2.4375 2021-01-25 08:44:05,091 - mmaction - INFO - Epoch [154][540/2147] lr: 6.980e-02, eta: 4 days, 6:11:01, time: 1.460, data_time: 0.009, memory: 16628, top1_acc: 0.4196, top5_acc: 0.6777, loss_cls: 2.5208, loss: 2.5208, grad_norm: 2.4495 2021-01-25 08:44:35,092 - mmaction - INFO - Epoch [154][560/2147] lr: 6.980e-02, eta: 4 days, 6:10:25, time: 1.501, data_time: 0.005, memory: 16628, top1_acc: 0.4098, top5_acc: 0.6661, loss_cls: 2.6266, loss: 2.6266, grad_norm: 2.4357 2021-01-25 08:45:06,874 - mmaction - INFO - Epoch [154][580/2147] lr: 6.980e-02, eta: 4 days, 6:09:51, time: 1.590, data_time: 0.005, memory: 16628, top1_acc: 0.4259, top5_acc: 0.6750, loss_cls: 2.5515, loss: 2.5515, grad_norm: 2.4533 2021-01-25 08:45:37,596 - mmaction - INFO - Epoch [154][600/2147] lr: 6.980e-02, eta: 4 days, 6:09:16, time: 1.536, data_time: 0.002, memory: 16628, top1_acc: 0.4371, top5_acc: 0.6799, loss_cls: 2.5151, loss: 2.5151, grad_norm: 2.4240 2021-01-25 08:46:06,354 - mmaction - INFO - Epoch [154][620/2147] lr: 6.980e-02, eta: 4 days, 6:08:39, time: 1.434, data_time: 0.002, memory: 16628, top1_acc: 0.4188, top5_acc: 0.6705, loss_cls: 2.5745, loss: 2.5745, grad_norm: 2.4634 2021-01-25 08:46:41,281 - mmaction - INFO - Epoch [154][640/2147] lr: 6.980e-02, eta: 4 days, 6:08:06, time: 1.647, data_time: 0.012, memory: 16628, top1_acc: 0.4143, top5_acc: 0.6692, loss_cls: 2.5940, loss: 2.5940, grad_norm: 2.4451 2021-01-25 08:47:10,439 - mmaction - INFO - Epoch [154][660/2147] lr: 6.980e-02, eta: 4 days, 6:07:31, time: 1.558, data_time: 0.107, memory: 16628, top1_acc: 0.4464, top5_acc: 0.6768, loss_cls: 2.5161, loss: 2.5161, grad_norm: 2.4384 2021-01-25 08:47:42,390 - mmaction - INFO - Epoch [154][680/2147] lr: 6.980e-02, eta: 4 days, 6:06:57, time: 1.598, data_time: 0.004, memory: 16628, top1_acc: 0.4241, top5_acc: 0.6714, loss_cls: 2.6091, loss: 2.6091, grad_norm: 2.5215 2021-01-25 08:48:11,027 - mmaction - INFO - Epoch [154][700/2147] lr: 6.980e-02, eta: 4 days, 6:06:20, time: 1.432, data_time: 0.005, memory: 16628, top1_acc: 0.4313, top5_acc: 0.7000, loss_cls: 2.4562, loss: 2.4562, grad_norm: 2.4409 2021-01-25 08:48:39,856 - mmaction - INFO - Epoch [154][720/2147] lr: 6.980e-02, eta: 4 days, 6:05:44, time: 1.444, data_time: 0.009, memory: 16628, top1_acc: 0.4268, top5_acc: 0.6549, loss_cls: 2.6138, loss: 2.6138, grad_norm: 2.4703 2021-01-25 08:49:08,586 - mmaction - INFO - Epoch [154][740/2147] lr: 6.980e-02, eta: 4 days, 6:05:07, time: 1.435, data_time: 0.002, memory: 16628, top1_acc: 0.4531, top5_acc: 0.6781, loss_cls: 2.5049, loss: 2.5049, grad_norm: 2.3904 2021-01-25 08:49:40,336 - mmaction - INFO - Epoch [154][760/2147] lr: 6.980e-02, eta: 4 days, 6:04:33, time: 1.585, data_time: 0.003, memory: 16628, top1_acc: 0.4348, top5_acc: 0.6884, loss_cls: 2.5082, loss: 2.5082, grad_norm: 2.4378 2021-01-25 08:50:08,678 - mmaction - INFO - Epoch [154][780/2147] lr: 6.980e-02, eta: 4 days, 6:03:56, time: 1.421, data_time: 0.006, memory: 16628, top1_acc: 0.4259, top5_acc: 0.6625, loss_cls: 2.5997, loss: 2.5997, grad_norm: 2.5219 2021-01-25 08:50:39,412 - mmaction - INFO - Epoch [154][800/2147] lr: 6.980e-02, eta: 4 days, 6:03:21, time: 1.536, data_time: 0.003, memory: 16628, top1_acc: 0.4290, top5_acc: 0.6603, loss_cls: 2.5725, loss: 2.5725, grad_norm: 2.3912 2021-01-25 08:51:08,197 - mmaction - INFO - Epoch [154][820/2147] lr: 6.980e-02, eta: 4 days, 6:02:45, time: 1.439, data_time: 0.003, memory: 16628, top1_acc: 0.4246, top5_acc: 0.6888, loss_cls: 2.5322, loss: 2.5322, grad_norm: 2.4053 2021-01-25 08:51:38,588 - mmaction - INFO - Epoch [154][840/2147] lr: 6.980e-02, eta: 4 days, 6:02:09, time: 1.521, data_time: 0.005, memory: 16628, top1_acc: 0.4246, top5_acc: 0.6594, loss_cls: 2.6061, loss: 2.6061, grad_norm: 2.4194 2021-01-25 08:52:11,009 - mmaction - INFO - Epoch [154][860/2147] lr: 6.980e-02, eta: 4 days, 6:01:35, time: 1.621, data_time: 0.002, memory: 16628, top1_acc: 0.4362, top5_acc: 0.6826, loss_cls: 2.4765, loss: 2.4765, grad_norm: 2.4394 2021-01-25 08:52:41,581 - mmaction - INFO - Epoch [154][880/2147] lr: 6.980e-02, eta: 4 days, 6:01:00, time: 1.529, data_time: 0.003, memory: 16628, top1_acc: 0.4254, top5_acc: 0.6723, loss_cls: 2.5935, loss: 2.5935, grad_norm: 2.4763 2021-01-25 08:53:10,212 - mmaction - INFO - Epoch [154][900/2147] lr: 6.980e-02, eta: 4 days, 6:00:24, time: 1.425, data_time: 0.002, memory: 16628, top1_acc: 0.4156, top5_acc: 0.6719, loss_cls: 2.5971, loss: 2.5971, grad_norm: 2.4576 2021-01-25 08:53:41,365 - mmaction - INFO - Epoch [154][920/2147] lr: 6.980e-02, eta: 4 days, 5:59:49, time: 1.565, data_time: 0.009, memory: 16628, top1_acc: 0.4246, top5_acc: 0.6772, loss_cls: 2.5352, loss: 2.5352, grad_norm: 2.4649 2021-01-25 08:54:10,270 - mmaction - INFO - Epoch [154][940/2147] lr: 6.980e-02, eta: 4 days, 5:59:13, time: 1.445, data_time: 0.001, memory: 16628, top1_acc: 0.4299, top5_acc: 0.6839, loss_cls: 2.5378, loss: 2.5378, grad_norm: 2.4183 2021-01-25 08:54:40,751 - mmaction - INFO - Epoch [154][960/2147] lr: 6.980e-02, eta: 4 days, 5:58:37, time: 1.523, data_time: 0.002, memory: 16628, top1_acc: 0.4237, top5_acc: 0.6741, loss_cls: 2.5472, loss: 2.5472, grad_norm: 2.4722 2021-01-25 08:55:09,456 - mmaction - INFO - Epoch [154][980/2147] lr: 6.980e-02, eta: 4 days, 5:58:01, time: 1.434, data_time: 0.002, memory: 16628, top1_acc: 0.4219, top5_acc: 0.6777, loss_cls: 2.5728, loss: 2.5728, grad_norm: 2.4649 2021-01-25 08:55:38,993 - mmaction - INFO - Epoch [154][1000/2147] lr: 6.980e-02, eta: 4 days, 5:57:25, time: 1.478, data_time: 0.003, memory: 16628, top1_acc: 0.4321, top5_acc: 0.6772, loss_cls: 2.5391, loss: 2.5391, grad_norm: 2.4051 2021-01-25 08:56:07,476 - mmaction - INFO - Epoch [154][1020/2147] lr: 6.980e-02, eta: 4 days, 5:56:48, time: 1.422, data_time: 0.003, memory: 16628, top1_acc: 0.4179, top5_acc: 0.6746, loss_cls: 2.5614, loss: 2.5614, grad_norm: 2.4738 2021-01-25 08:56:36,165 - mmaction - INFO - Epoch [154][1040/2147] lr: 6.980e-02, eta: 4 days, 5:56:12, time: 1.437, data_time: 0.007, memory: 16628, top1_acc: 0.4371, top5_acc: 0.6853, loss_cls: 2.5278, loss: 2.5278, grad_norm: 2.4600 2021-01-25 08:57:07,821 - mmaction - INFO - Epoch [154][1060/2147] lr: 6.980e-02, eta: 4 days, 5:55:37, time: 1.580, data_time: 0.003, memory: 16628, top1_acc: 0.4313, top5_acc: 0.6687, loss_cls: 2.5617, loss: 2.5617, grad_norm: 2.4848 2021-01-25 08:57:38,350 - mmaction - INFO - Epoch [154][1080/2147] lr: 6.980e-02, eta: 4 days, 5:55:02, time: 1.529, data_time: 0.004, memory: 16628, top1_acc: 0.4094, top5_acc: 0.6679, loss_cls: 2.6072, loss: 2.6072, grad_norm: 2.4090 2021-01-25 08:58:07,026 - mmaction - INFO - Epoch [154][1100/2147] lr: 6.980e-02, eta: 4 days, 5:54:26, time: 1.435, data_time: 0.002, memory: 16628, top1_acc: 0.4196, top5_acc: 0.6862, loss_cls: 2.5326, loss: 2.5326, grad_norm: 2.3893 2021-01-25 08:58:36,056 - mmaction - INFO - Epoch [154][1120/2147] lr: 6.980e-02, eta: 4 days, 5:53:49, time: 1.450, data_time: 0.002, memory: 16628, top1_acc: 0.4321, top5_acc: 0.6915, loss_cls: 2.4975, loss: 2.4975, grad_norm: 2.4460 2021-01-25 08:59:04,523 - mmaction - INFO - Epoch [154][1140/2147] lr: 6.980e-02, eta: 4 days, 5:53:13, time: 1.424, data_time: 0.003, memory: 16628, top1_acc: 0.4317, top5_acc: 0.6638, loss_cls: 2.5470, loss: 2.5470, grad_norm: 2.4529 2021-01-25 08:59:36,403 - mmaction - INFO - Epoch [154][1160/2147] lr: 6.980e-02, eta: 4 days, 5:52:38, time: 1.589, data_time: 0.003, memory: 16628, top1_acc: 0.4174, top5_acc: 0.6567, loss_cls: 2.6253, loss: 2.6253, grad_norm: 2.5204 2021-01-25 09:00:09,475 - mmaction - INFO - Epoch [154][1180/2147] lr: 6.980e-02, eta: 4 days, 5:52:05, time: 1.655, data_time: 0.013, memory: 16628, top1_acc: 0.4437, top5_acc: 0.6817, loss_cls: 2.4946, loss: 2.4946, grad_norm: 2.3990 2021-01-25 09:00:41,218 - mmaction - INFO - Epoch [154][1200/2147] lr: 6.980e-02, eta: 4 days, 5:51:31, time: 1.587, data_time: 0.018, memory: 16628, top1_acc: 0.4183, top5_acc: 0.6665, loss_cls: 2.5934, loss: 2.5934, grad_norm: 2.4536 2021-01-25 09:01:11,649 - mmaction - INFO - Epoch [154][1220/2147] lr: 6.980e-02, eta: 4 days, 5:50:55, time: 1.524, data_time: 0.020, memory: 16628, top1_acc: 0.4129, top5_acc: 0.6589, loss_cls: 2.6218, loss: 2.6218, grad_norm: 2.4121 2021-01-25 09:01:41,687 - mmaction - INFO - Epoch [154][1240/2147] lr: 6.980e-02, eta: 4 days, 5:50:20, time: 1.504, data_time: 0.003, memory: 16628, top1_acc: 0.4094, top5_acc: 0.6594, loss_cls: 2.6078, loss: 2.6078, grad_norm: 2.4351 2021-01-25 09:02:11,076 - mmaction - INFO - Epoch [154][1260/2147] lr: 6.980e-02, eta: 4 days, 5:49:44, time: 1.469, data_time: 0.001, memory: 16628, top1_acc: 0.4219, top5_acc: 0.6714, loss_cls: 2.5464, loss: 2.5464, grad_norm: 2.4139 2021-01-25 09:02:41,728 - mmaction - INFO - Epoch [154][1280/2147] lr: 6.980e-02, eta: 4 days, 5:49:09, time: 1.531, data_time: 0.003, memory: 16628, top1_acc: 0.4147, top5_acc: 0.6705, loss_cls: 2.5872, loss: 2.5872, grad_norm: 2.4240 2021-01-25 09:03:14,652 - mmaction - INFO - Epoch [154][1300/2147] lr: 6.980e-02, eta: 4 days, 5:48:35, time: 1.647, data_time: 0.003, memory: 16628, top1_acc: 0.4219, top5_acc: 0.6710, loss_cls: 2.5461, loss: 2.5461, grad_norm: 2.4080 2021-01-25 09:03:43,568 - mmaction - INFO - Epoch [154][1320/2147] lr: 6.980e-02, eta: 4 days, 5:47:59, time: 1.444, data_time: 0.002, memory: 16628, top1_acc: 0.4277, top5_acc: 0.6638, loss_cls: 2.6042, loss: 2.6042, grad_norm: 2.4271 2021-01-25 09:04:15,346 - mmaction - INFO - Epoch [154][1340/2147] lr: 6.980e-02, eta: 4 days, 5:47:24, time: 1.591, data_time: 0.010, memory: 16628, top1_acc: 0.4259, top5_acc: 0.6696, loss_cls: 2.5253, loss: 2.5253, grad_norm: 2.3956 2021-01-25 09:04:46,107 - mmaction - INFO - Epoch [154][1360/2147] lr: 6.980e-02, eta: 4 days, 5:46:49, time: 1.538, data_time: 0.003, memory: 16628, top1_acc: 0.4210, top5_acc: 0.6746, loss_cls: 2.5723, loss: 2.5723, grad_norm: 2.4417 2021-01-25 09:05:17,599 - mmaction - INFO - Epoch [154][1380/2147] lr: 6.980e-02, eta: 4 days, 5:46:15, time: 1.573, data_time: 0.002, memory: 16628, top1_acc: 0.4219, top5_acc: 0.6817, loss_cls: 2.5463, loss: 2.5463, grad_norm: 2.4254 2021-01-25 09:05:46,699 - mmaction - INFO - Epoch [154][1400/2147] lr: 6.980e-02, eta: 4 days, 5:45:39, time: 1.455, data_time: 0.003, memory: 16628, top1_acc: 0.4357, top5_acc: 0.6853, loss_cls: 2.4868, loss: 2.4868, grad_norm: 2.3729 2021-01-25 09:06:19,773 - mmaction - INFO - Epoch [154][1420/2147] lr: 6.980e-02, eta: 4 days, 5:45:05, time: 1.655, data_time: 0.003, memory: 16628, top1_acc: 0.4232, top5_acc: 0.6884, loss_cls: 2.5133, loss: 2.5133, grad_norm: 2.4321 2021-01-25 09:06:49,174 - mmaction - INFO - Epoch [154][1440/2147] lr: 6.980e-02, eta: 4 days, 5:44:29, time: 1.470, data_time: 0.003, memory: 16628, top1_acc: 0.4362, top5_acc: 0.6763, loss_cls: 2.5615, loss: 2.5615, grad_norm: 2.4323 2021-01-25 09:07:18,111 - mmaction - INFO - Epoch [154][1460/2147] lr: 6.980e-02, eta: 4 days, 5:43:53, time: 1.445, data_time: 0.009, memory: 16628, top1_acc: 0.4210, top5_acc: 0.6763, loss_cls: 2.5428, loss: 2.5428, grad_norm: 2.4408 2021-01-25 09:07:48,182 - mmaction - INFO - Epoch [154][1480/2147] lr: 6.980e-02, eta: 4 days, 5:43:17, time: 1.504, data_time: 0.005, memory: 16628, top1_acc: 0.4254, top5_acc: 0.6728, loss_cls: 2.5755, loss: 2.5755, grad_norm: 2.5110 2021-01-25 09:08:16,804 - mmaction - INFO - Epoch [154][1500/2147] lr: 6.980e-02, eta: 4 days, 5:42:41, time: 1.433, data_time: 0.003, memory: 16628, top1_acc: 0.4045, top5_acc: 0.6554, loss_cls: 2.6261, loss: 2.6261, grad_norm: 2.4680 2021-01-25 09:08:47,460 - mmaction - INFO - Epoch [154][1520/2147] lr: 6.980e-02, eta: 4 days, 5:42:06, time: 1.530, data_time: 0.002, memory: 16628, top1_acc: 0.4138, top5_acc: 0.6728, loss_cls: 2.5747, loss: 2.5747, grad_norm: 2.4542 2021-01-25 09:09:16,057 - mmaction - INFO - Epoch [154][1540/2147] lr: 6.980e-02, eta: 4 days, 5:41:29, time: 1.432, data_time: 0.007, memory: 16628, top1_acc: 0.4031, top5_acc: 0.6629, loss_cls: 2.6079, loss: 2.6079, grad_norm: 2.3945 2021-01-25 09:09:44,793 - mmaction - INFO - Epoch [154][1560/2147] lr: 6.980e-02, eta: 4 days, 5:40:53, time: 1.436, data_time: 0.003, memory: 16628, top1_acc: 0.4290, top5_acc: 0.6826, loss_cls: 2.5012, loss: 2.5012, grad_norm: 2.3579 2021-01-25 09:10:14,766 - mmaction - INFO - Epoch [154][1580/2147] lr: 6.980e-02, eta: 4 days, 5:40:17, time: 1.497, data_time: 0.003, memory: 16628, top1_acc: 0.4174, top5_acc: 0.6750, loss_cls: 2.5885, loss: 2.5885, grad_norm: 2.4852 2021-01-25 09:10:44,239 - mmaction - INFO - Epoch [154][1600/2147] lr: 6.980e-02, eta: 4 days, 5:39:41, time: 1.475, data_time: 0.007, memory: 16628, top1_acc: 0.4214, top5_acc: 0.6821, loss_cls: 2.5258, loss: 2.5258, grad_norm: 2.4983 2021-01-25 09:11:13,503 - mmaction - INFO - Epoch [154][1620/2147] lr: 6.980e-02, eta: 4 days, 5:39:05, time: 1.462, data_time: 0.003, memory: 16628, top1_acc: 0.4022, top5_acc: 0.6638, loss_cls: 2.6515, loss: 2.6515, grad_norm: 2.4802 2021-01-25 09:11:49,834 - mmaction - INFO - Epoch [154][1640/2147] lr: 6.980e-02, eta: 4 days, 5:38:34, time: 1.811, data_time: 0.003, memory: 16628, top1_acc: 0.4353, top5_acc: 0.6763, loss_cls: 2.5515, loss: 2.5515, grad_norm: 2.4551 2021-01-25 09:12:24,732 - mmaction - INFO - Epoch [154][1660/2147] lr: 6.980e-02, eta: 4 days, 5:38:01, time: 1.746, data_time: 0.012, memory: 16628, top1_acc: 0.4232, top5_acc: 0.6656, loss_cls: 2.6061, loss: 2.6061, grad_norm: 2.4599 2021-01-25 09:12:54,121 - mmaction - INFO - Epoch [154][1680/2147] lr: 6.980e-02, eta: 4 days, 5:37:26, time: 1.476, data_time: 0.011, memory: 16628, top1_acc: 0.4286, top5_acc: 0.6781, loss_cls: 2.5712, loss: 2.5712, grad_norm: 2.4498 2021-01-25 09:13:25,657 - mmaction - INFO - Epoch [154][1700/2147] lr: 6.980e-02, eta: 4 days, 5:36:51, time: 1.566, data_time: 0.002, memory: 16628, top1_acc: 0.4116, top5_acc: 0.6795, loss_cls: 2.5562, loss: 2.5562, grad_norm: 2.4706 2021-01-25 09:13:56,395 - mmaction - INFO - Epoch [154][1720/2147] lr: 6.980e-02, eta: 4 days, 5:36:16, time: 1.547, data_time: 0.012, memory: 16628, top1_acc: 0.4290, top5_acc: 0.6701, loss_cls: 2.5717, loss: 2.5717, grad_norm: 2.3203 2021-01-25 09:14:26,534 - mmaction - INFO - Epoch [154][1740/2147] lr: 6.980e-02, eta: 4 days, 5:35:40, time: 1.505, data_time: 0.002, memory: 16628, top1_acc: 0.4107, top5_acc: 0.6589, loss_cls: 2.6634, loss: 2.6634, grad_norm: 2.4038 2021-01-25 09:14:54,979 - mmaction - INFO - Epoch [154][1760/2147] lr: 6.980e-02, eta: 4 days, 5:35:04, time: 1.423, data_time: 0.004, memory: 16628, top1_acc: 0.4062, top5_acc: 0.6656, loss_cls: 2.5970, loss: 2.5970, grad_norm: 2.4080 2021-01-25 09:15:24,440 - mmaction - INFO - Epoch [154][1780/2147] lr: 6.980e-02, eta: 4 days, 5:34:28, time: 1.471, data_time: 0.008, memory: 16628, top1_acc: 0.4103, top5_acc: 0.6687, loss_cls: 2.6054, loss: 2.6054, grad_norm: 2.4303 2021-01-25 09:15:54,187 - mmaction - INFO - Epoch [154][1800/2147] lr: 6.980e-02, eta: 4 days, 5:33:52, time: 1.489, data_time: 0.009, memory: 16628, top1_acc: 0.4214, top5_acc: 0.6737, loss_cls: 2.5420, loss: 2.5420, grad_norm: 2.3617 2021-01-25 09:16:30,024 - mmaction - INFO - Epoch [154][1820/2147] lr: 6.980e-02, eta: 4 days, 5:33:20, time: 1.781, data_time: 0.002, memory: 16628, top1_acc: 0.4397, top5_acc: 0.6915, loss_cls: 2.4852, loss: 2.4852, grad_norm: 2.3681 2021-01-25 09:17:02,219 - mmaction - INFO - Epoch [154][1840/2147] lr: 6.980e-02, eta: 4 days, 5:32:47, time: 1.621, data_time: 0.017, memory: 16628, top1_acc: 0.4527, top5_acc: 0.6888, loss_cls: 2.4484, loss: 2.4484, grad_norm: 2.3737 2021-01-25 09:17:33,424 - mmaction - INFO - Epoch [154][1860/2147] lr: 6.980e-02, eta: 4 days, 5:32:12, time: 1.552, data_time: 0.001, memory: 16628, top1_acc: 0.4183, top5_acc: 0.6598, loss_cls: 2.5865, loss: 2.5865, grad_norm: 2.4403 2021-01-25 09:18:02,154 - mmaction - INFO - Epoch [154][1880/2147] lr: 6.980e-02, eta: 4 days, 5:31:35, time: 1.442, data_time: 0.015, memory: 16628, top1_acc: 0.4152, top5_acc: 0.6652, loss_cls: 2.6424, loss: 2.6424, grad_norm: 2.4201 2021-01-25 09:18:31,380 - mmaction - INFO - Epoch [154][1900/2147] lr: 6.980e-02, eta: 4 days, 5:30:59, time: 1.463, data_time: 0.004, memory: 16628, top1_acc: 0.4210, top5_acc: 0.6911, loss_cls: 2.5125, loss: 2.5125, grad_norm: 2.4090 2021-01-25 09:19:00,376 - mmaction - INFO - Epoch [154][1920/2147] lr: 6.980e-02, eta: 4 days, 5:30:23, time: 1.448, data_time: 0.005, memory: 16628, top1_acc: 0.4201, top5_acc: 0.6754, loss_cls: 2.5491, loss: 2.5491, grad_norm: 2.4534 2021-01-25 09:19:30,308 - mmaction - INFO - Epoch [154][1940/2147] lr: 6.980e-02, eta: 4 days, 5:29:47, time: 1.497, data_time: 0.004, memory: 16628, top1_acc: 0.4179, top5_acc: 0.6638, loss_cls: 2.5937, loss: 2.5937, grad_norm: 2.4345 2021-01-25 09:19:59,431 - mmaction - INFO - Epoch [154][1960/2147] lr: 6.980e-02, eta: 4 days, 5:29:11, time: 1.450, data_time: 0.003, memory: 16628, top1_acc: 0.4103, top5_acc: 0.6598, loss_cls: 2.6761, loss: 2.6761, grad_norm: 2.4325 2021-01-25 09:20:29,189 - mmaction - INFO - Epoch [154][1980/2147] lr: 6.980e-02, eta: 4 days, 5:28:36, time: 1.496, data_time: 0.010, memory: 16628, top1_acc: 0.4054, top5_acc: 0.6612, loss_cls: 2.5832, loss: 2.5832, grad_norm: 2.4313 2021-01-25 09:20:58,787 - mmaction - INFO - Epoch [154][2000/2147] lr: 6.980e-02, eta: 4 days, 5:28:00, time: 1.479, data_time: 0.002, memory: 16628, top1_acc: 0.4362, top5_acc: 0.6732, loss_cls: 2.5512, loss: 2.5512, grad_norm: 2.4588 2021-01-25 09:21:30,438 - mmaction - INFO - Epoch [154][2020/2147] lr: 6.980e-02, eta: 4 days, 5:27:25, time: 1.583, data_time: 0.005, memory: 16628, top1_acc: 0.4165, top5_acc: 0.6746, loss_cls: 2.5863, loss: 2.5863, grad_norm: 2.4142 2021-01-25 09:21:59,766 - mmaction - INFO - Epoch [154][2040/2147] lr: 6.980e-02, eta: 4 days, 5:26:49, time: 1.464, data_time: 0.002, memory: 16628, top1_acc: 0.4281, top5_acc: 0.6723, loss_cls: 2.5109, loss: 2.5109, grad_norm: 2.3904 2021-01-25 09:22:28,784 - mmaction - INFO - Epoch [154][2060/2147] lr: 6.980e-02, eta: 4 days, 5:26:13, time: 1.453, data_time: 0.004, memory: 16628, top1_acc: 0.4152, top5_acc: 0.6652, loss_cls: 2.5686, loss: 2.5686, grad_norm: 2.3738 2021-01-25 09:22:59,328 - mmaction - INFO - Epoch [154][2080/2147] lr: 6.980e-02, eta: 4 days, 5:25:38, time: 1.525, data_time: 0.002, memory: 16628, top1_acc: 0.4080, top5_acc: 0.6625, loss_cls: 2.6478, loss: 2.6478, grad_norm: 2.4699 2021-01-25 09:23:27,869 - mmaction - INFO - Epoch [154][2100/2147] lr: 6.980e-02, eta: 4 days, 5:25:01, time: 1.426, data_time: 0.004, memory: 16628, top1_acc: 0.4076, top5_acc: 0.6661, loss_cls: 2.6134, loss: 2.6134, grad_norm: 2.4235 2021-01-25 09:23:57,634 - mmaction - INFO - Epoch [154][2120/2147] lr: 6.980e-02, eta: 4 days, 5:24:26, time: 1.491, data_time: 0.006, memory: 16628, top1_acc: 0.4201, top5_acc: 0.6696, loss_cls: 2.5813, loss: 2.5813, grad_norm: 2.3688 2021-01-25 09:24:26,208 - mmaction - INFO - Epoch [154][2140/2147] lr: 6.980e-02, eta: 4 days, 5:23:49, time: 1.430, data_time: 0.003, memory: 16628, top1_acc: 0.4308, top5_acc: 0.6737, loss_cls: 2.5469, loss: 2.5469, grad_norm: 2.3871 2021-01-25 09:30:05,798 - mmaction - INFO - Epoch [155][20/2147] lr: 6.863e-02, eta: 4 days, 5:26:00, time: 15.525, data_time: 13.950, memory: 16628, top1_acc: 0.4371, top5_acc: 0.6839, loss_cls: 2.5259, loss: 2.5259, grad_norm: 2.3970 2021-01-25 09:30:37,403 - mmaction - INFO - Epoch [155][40/2147] lr: 6.863e-02, eta: 4 days, 5:25:26, time: 1.580, data_time: 0.004, memory: 16628, top1_acc: 0.4223, top5_acc: 0.6781, loss_cls: 2.5179, loss: 2.5179, grad_norm: 2.3834 2021-01-25 09:31:06,214 - mmaction - INFO - Epoch [155][60/2147] lr: 6.863e-02, eta: 4 days, 5:24:49, time: 1.439, data_time: 0.005, memory: 16628, top1_acc: 0.4406, top5_acc: 0.6772, loss_cls: 2.4663, loss: 2.4663, grad_norm: 2.3484 2021-01-25 09:31:36,924 - mmaction - INFO - Epoch [155][80/2147] lr: 6.863e-02, eta: 4 days, 5:24:14, time: 1.538, data_time: 0.007, memory: 16628, top1_acc: 0.4321, top5_acc: 0.6705, loss_cls: 2.5643, loss: 2.5643, grad_norm: 2.3955 2021-01-25 09:32:07,568 - mmaction - INFO - Epoch [155][100/2147] lr: 6.863e-02, eta: 4 days, 5:23:39, time: 1.530, data_time: 0.002, memory: 16628, top1_acc: 0.4527, top5_acc: 0.6911, loss_cls: 2.4626, loss: 2.4626, grad_norm: 2.4268 2021-01-25 09:32:38,310 - mmaction - INFO - Epoch [155][120/2147] lr: 6.863e-02, eta: 4 days, 5:23:04, time: 1.539, data_time: 0.008, memory: 16628, top1_acc: 0.4143, top5_acc: 0.6661, loss_cls: 2.5920, loss: 2.5920, grad_norm: 2.4812 2021-01-25 09:33:07,086 - mmaction - INFO - Epoch [155][140/2147] lr: 6.863e-02, eta: 4 days, 5:22:27, time: 1.439, data_time: 0.002, memory: 16628, top1_acc: 0.4321, top5_acc: 0.6772, loss_cls: 2.5195, loss: 2.5195, grad_norm: 2.4472 2021-01-25 09:33:36,816 - mmaction - INFO - Epoch [155][160/2147] lr: 6.863e-02, eta: 4 days, 5:21:52, time: 1.486, data_time: 0.005, memory: 16628, top1_acc: 0.4290, top5_acc: 0.6634, loss_cls: 2.5951, loss: 2.5951, grad_norm: 2.4563 2021-01-25 09:34:07,674 - mmaction - INFO - Epoch [155][180/2147] lr: 6.863e-02, eta: 4 days, 5:21:17, time: 1.543, data_time: 0.003, memory: 16628, top1_acc: 0.4496, top5_acc: 0.6835, loss_cls: 2.4722, loss: 2.4722, grad_norm: 2.4107 2021-01-25 09:34:37,035 - mmaction - INFO - Epoch [155][200/2147] lr: 6.863e-02, eta: 4 days, 5:20:41, time: 1.469, data_time: 0.002, memory: 16628, top1_acc: 0.4348, top5_acc: 0.6835, loss_cls: 2.4843, loss: 2.4843, grad_norm: 2.4853 2021-01-25 09:35:07,240 - mmaction - INFO - Epoch [155][220/2147] lr: 6.863e-02, eta: 4 days, 5:20:05, time: 1.510, data_time: 0.001, memory: 16628, top1_acc: 0.4330, top5_acc: 0.6759, loss_cls: 2.5427, loss: 2.5427, grad_norm: 2.4396 2021-01-25 09:35:37,751 - mmaction - INFO - Epoch [155][240/2147] lr: 6.863e-02, eta: 4 days, 5:19:30, time: 1.523, data_time: 0.002, memory: 16628, top1_acc: 0.4085, top5_acc: 0.6737, loss_cls: 2.5603, loss: 2.5603, grad_norm: 2.4096 2021-01-25 09:36:08,307 - mmaction - INFO - Epoch [155][260/2147] lr: 6.863e-02, eta: 4 days, 5:18:55, time: 1.530, data_time: 0.007, memory: 16628, top1_acc: 0.4246, top5_acc: 0.6768, loss_cls: 2.5951, loss: 2.5951, grad_norm: 2.4919 2021-01-25 09:36:37,293 - mmaction - INFO - Epoch [155][280/2147] lr: 6.863e-02, eta: 4 days, 5:18:19, time: 1.450, data_time: 0.002, memory: 16628, top1_acc: 0.4478, top5_acc: 0.6866, loss_cls: 2.5071, loss: 2.5071, grad_norm: 2.4509 2021-01-25 09:37:05,757 - mmaction - INFO - Epoch [155][300/2147] lr: 6.863e-02, eta: 4 days, 5:17:42, time: 1.423, data_time: 0.002, memory: 16628, top1_acc: 0.4138, top5_acc: 0.6714, loss_cls: 2.6018, loss: 2.6018, grad_norm: 2.4318 2021-01-25 09:37:37,501 - mmaction - INFO - Epoch [155][320/2147] lr: 6.863e-02, eta: 4 days, 5:17:08, time: 1.584, data_time: 0.004, memory: 16628, top1_acc: 0.4290, top5_acc: 0.6853, loss_cls: 2.5066, loss: 2.5066, grad_norm: 2.4316 2021-01-25 09:38:08,668 - mmaction - INFO - Epoch [155][340/2147] lr: 6.863e-02, eta: 4 days, 5:16:33, time: 1.561, data_time: 0.008, memory: 16628, top1_acc: 0.4371, top5_acc: 0.6821, loss_cls: 2.5132, loss: 2.5132, grad_norm: 2.4181 2021-01-25 09:38:39,591 - mmaction - INFO - Epoch [155][360/2147] lr: 6.863e-02, eta: 4 days, 5:15:58, time: 1.545, data_time: 0.002, memory: 16628, top1_acc: 0.4437, top5_acc: 0.6924, loss_cls: 2.4946, loss: 2.4946, grad_norm: 2.4453 2021-01-25 09:39:09,666 - mmaction - INFO - Epoch [155][380/2147] lr: 6.863e-02, eta: 4 days, 5:15:22, time: 1.504, data_time: 0.003, memory: 16628, top1_acc: 0.4312, top5_acc: 0.6808, loss_cls: 2.5251, loss: 2.5251, grad_norm: 2.4958 2021-01-25 09:39:40,426 - mmaction - INFO - Epoch [155][400/2147] lr: 6.863e-02, eta: 4 days, 5:14:47, time: 1.539, data_time: 0.004, memory: 16628, top1_acc: 0.4326, top5_acc: 0.6674, loss_cls: 2.5786, loss: 2.5786, grad_norm: 2.4531 2021-01-25 09:40:08,872 - mmaction - INFO - Epoch [155][420/2147] lr: 6.863e-02, eta: 4 days, 5:14:11, time: 1.422, data_time: 0.002, memory: 16628, top1_acc: 0.4201, top5_acc: 0.6799, loss_cls: 2.5333, loss: 2.5333, grad_norm: 2.4190 2021-01-25 09:40:38,520 - mmaction - INFO - Epoch [155][440/2147] lr: 6.863e-02, eta: 4 days, 5:13:35, time: 1.483, data_time: 0.004, memory: 16628, top1_acc: 0.4464, top5_acc: 0.6964, loss_cls: 2.4348, loss: 2.4348, grad_norm: 2.3639 2021-01-25 09:41:09,337 - mmaction - INFO - Epoch [155][460/2147] lr: 6.863e-02, eta: 4 days, 5:13:00, time: 1.541, data_time: 0.003, memory: 16628, top1_acc: 0.4313, top5_acc: 0.6737, loss_cls: 2.5271, loss: 2.5271, grad_norm: 2.4263 2021-01-25 09:41:45,341 - mmaction - INFO - Epoch [155][480/2147] lr: 6.863e-02, eta: 4 days, 5:12:28, time: 1.796, data_time: 0.001, memory: 16628, top1_acc: 0.4205, top5_acc: 0.6710, loss_cls: 2.5707, loss: 2.5707, grad_norm: 2.4633 2021-01-25 09:42:14,095 - mmaction - INFO - Epoch [155][500/2147] lr: 6.863e-02, eta: 4 days, 5:11:52, time: 1.440, data_time: 0.010, memory: 16628, top1_acc: 0.4214, top5_acc: 0.6817, loss_cls: 2.5496, loss: 2.5496, grad_norm: 2.5049 2021-01-25 09:42:42,907 - mmaction - INFO - Epoch [155][520/2147] lr: 6.863e-02, eta: 4 days, 5:11:16, time: 1.441, data_time: 0.003, memory: 16628, top1_acc: 0.4129, top5_acc: 0.6674, loss_cls: 2.6153, loss: 2.6153, grad_norm: 2.5165 2021-01-25 09:43:11,485 - mmaction - INFO - Epoch [155][540/2147] lr: 6.863e-02, eta: 4 days, 5:10:39, time: 1.430, data_time: 0.003, memory: 16628, top1_acc: 0.4473, top5_acc: 0.6821, loss_cls: 2.5070, loss: 2.5070, grad_norm: 2.4031 2021-01-25 09:43:41,275 - mmaction - INFO - Epoch [155][560/2147] lr: 6.863e-02, eta: 4 days, 5:10:03, time: 1.489, data_time: 0.002, memory: 16628, top1_acc: 0.4357, top5_acc: 0.6759, loss_cls: 2.5208, loss: 2.5208, grad_norm: 2.4078 2021-01-25 09:44:12,030 - mmaction - INFO - Epoch [155][580/2147] lr: 6.863e-02, eta: 4 days, 5:09:28, time: 1.538, data_time: 0.002, memory: 16628, top1_acc: 0.4344, top5_acc: 0.6839, loss_cls: 2.5235, loss: 2.5235, grad_norm: 2.4683 2021-01-25 09:44:43,402 - mmaction - INFO - Epoch [155][600/2147] lr: 6.863e-02, eta: 4 days, 5:08:54, time: 1.567, data_time: 0.007, memory: 16628, top1_acc: 0.4442, top5_acc: 0.7036, loss_cls: 2.4207, loss: 2.4207, grad_norm: 2.4562 2021-01-25 09:45:12,101 - mmaction - INFO - Epoch [155][620/2147] lr: 6.863e-02, eta: 4 days, 5:08:17, time: 1.436, data_time: 0.006, memory: 16628, top1_acc: 0.4415, top5_acc: 0.6996, loss_cls: 2.4368, loss: 2.4368, grad_norm: 2.4295 2021-01-25 09:45:43,033 - mmaction - INFO - Epoch [155][640/2147] lr: 6.863e-02, eta: 4 days, 5:07:42, time: 1.547, data_time: 0.003, memory: 16628, top1_acc: 0.4219, top5_acc: 0.6625, loss_cls: 2.5946, loss: 2.5946, grad_norm: 2.4930 2021-01-25 09:46:14,223 - mmaction - INFO - Epoch [155][660/2147] lr: 6.863e-02, eta: 4 days, 5:07:08, time: 1.555, data_time: 0.003, memory: 16628, top1_acc: 0.4317, top5_acc: 0.6710, loss_cls: 2.5065, loss: 2.5065, grad_norm: 2.4415 2021-01-25 09:46:44,036 - mmaction - INFO - Epoch [155][680/2147] lr: 6.863e-02, eta: 4 days, 5:06:32, time: 1.496, data_time: 0.006, memory: 16628, top1_acc: 0.4281, top5_acc: 0.6719, loss_cls: 2.5638, loss: 2.5638, grad_norm: 2.4825 2021-01-25 09:47:18,807 - mmaction - INFO - Epoch [155][700/2147] lr: 6.863e-02, eta: 4 days, 5:06:00, time: 1.737, data_time: 0.002, memory: 16628, top1_acc: 0.4295, top5_acc: 0.6683, loss_cls: 2.5523, loss: 2.5523, grad_norm: 2.4096 2021-01-25 09:47:47,328 - mmaction - INFO - Epoch [155][720/2147] lr: 6.863e-02, eta: 4 days, 5:05:23, time: 1.426, data_time: 0.008, memory: 16628, top1_acc: 0.4272, top5_acc: 0.6830, loss_cls: 2.5247, loss: 2.5247, grad_norm: 2.4530 2021-01-25 09:48:18,115 - mmaction - INFO - Epoch [155][740/2147] lr: 6.863e-02, eta: 4 days, 5:04:48, time: 1.540, data_time: 0.003, memory: 16628, top1_acc: 0.4326, top5_acc: 0.6705, loss_cls: 2.5456, loss: 2.5456, grad_norm: 2.4964 2021-01-25 09:48:47,256 - mmaction - INFO - Epoch [155][760/2147] lr: 6.863e-02, eta: 4 days, 5:04:12, time: 1.457, data_time: 0.007, memory: 16628, top1_acc: 0.4156, top5_acc: 0.6746, loss_cls: 2.5792, loss: 2.5792, grad_norm: 2.4633 2021-01-25 09:49:16,067 - mmaction - INFO - Epoch [155][780/2147] lr: 6.863e-02, eta: 4 days, 5:03:36, time: 1.440, data_time: 0.003, memory: 16628, top1_acc: 0.4286, top5_acc: 0.6799, loss_cls: 2.5147, loss: 2.5147, grad_norm: 2.3910 2021-01-25 09:49:44,782 - mmaction - INFO - Epoch [155][800/2147] lr: 6.863e-02, eta: 4 days, 5:02:59, time: 1.438, data_time: 0.007, memory: 16628, top1_acc: 0.4384, top5_acc: 0.6696, loss_cls: 2.5703, loss: 2.5703, grad_norm: 2.4381 2021-01-25 09:50:14,717 - mmaction - INFO - Epoch [155][820/2147] lr: 6.863e-02, eta: 4 days, 5:02:24, time: 1.496, data_time: 0.002, memory: 16628, top1_acc: 0.4241, top5_acc: 0.6781, loss_cls: 2.5467, loss: 2.5467, grad_norm: 2.4547 2021-01-25 09:50:45,867 - mmaction - INFO - Epoch [155][840/2147] lr: 6.863e-02, eta: 4 days, 5:01:49, time: 1.546, data_time: 0.007, memory: 16628, top1_acc: 0.4335, top5_acc: 0.6705, loss_cls: 2.5675, loss: 2.5675, grad_norm: 2.5321 2021-01-25 09:51:17,089 - mmaction - INFO - Epoch [155][860/2147] lr: 6.863e-02, eta: 4 days, 5:01:14, time: 1.573, data_time: 0.018, memory: 16628, top1_acc: 0.4326, top5_acc: 0.6871, loss_cls: 2.5315, loss: 2.5315, grad_norm: 2.4750 2021-01-25 09:51:47,315 - mmaction - INFO - Epoch [155][880/2147] lr: 6.863e-02, eta: 4 days, 5:00:39, time: 1.511, data_time: 0.038, memory: 16628, top1_acc: 0.4129, top5_acc: 0.6741, loss_cls: 2.6314, loss: 2.6314, grad_norm: 2.5601 2021-01-25 09:52:16,228 - mmaction - INFO - Epoch [155][900/2147] lr: 6.863e-02, eta: 4 days, 5:00:02, time: 1.446, data_time: 0.006, memory: 16628, top1_acc: 0.4366, top5_acc: 0.6821, loss_cls: 2.5339, loss: 2.5339, grad_norm: 2.3746 2021-01-25 09:52:47,024 - mmaction - INFO - Epoch [155][920/2147] lr: 6.863e-02, eta: 4 days, 4:59:27, time: 1.540, data_time: 0.003, memory: 16628, top1_acc: 0.4366, top5_acc: 0.6830, loss_cls: 2.5055, loss: 2.5055, grad_norm: 2.4889 2021-01-25 09:53:18,668 - mmaction - INFO - Epoch [155][940/2147] lr: 6.863e-02, eta: 4 days, 4:58:53, time: 1.577, data_time: 0.001, memory: 16628, top1_acc: 0.4259, top5_acc: 0.6625, loss_cls: 2.5906, loss: 2.5906, grad_norm: 2.4780 2021-01-25 09:53:47,520 - mmaction - INFO - Epoch [155][960/2147] lr: 6.863e-02, eta: 4 days, 4:58:17, time: 1.445, data_time: 0.007, memory: 16628, top1_acc: 0.4036, top5_acc: 0.6527, loss_cls: 2.6681, loss: 2.6681, grad_norm: 2.4850 2021-01-25 09:54:15,927 - mmaction - INFO - Epoch [155][980/2147] lr: 6.863e-02, eta: 4 days, 4:57:40, time: 1.422, data_time: 0.004, memory: 16628, top1_acc: 0.4290, top5_acc: 0.6813, loss_cls: 2.5150, loss: 2.5150, grad_norm: 2.3824 2021-01-25 09:54:46,971 - mmaction - INFO - Epoch [155][1000/2147] lr: 6.863e-02, eta: 4 days, 4:57:05, time: 1.547, data_time: 0.003, memory: 16628, top1_acc: 0.4348, top5_acc: 0.6741, loss_cls: 2.5509, loss: 2.5509, grad_norm: 2.4232 2021-01-25 09:55:15,702 - mmaction - INFO - Epoch [155][1020/2147] lr: 6.863e-02, eta: 4 days, 4:56:29, time: 1.441, data_time: 0.008, memory: 16628, top1_acc: 0.4259, top5_acc: 0.6839, loss_cls: 2.5001, loss: 2.5001, grad_norm: 2.4270 2021-01-25 09:55:45,718 - mmaction - INFO - Epoch [155][1040/2147] lr: 6.863e-02, eta: 4 days, 4:55:53, time: 1.500, data_time: 0.003, memory: 16628, top1_acc: 0.4192, top5_acc: 0.6710, loss_cls: 2.5729, loss: 2.5729, grad_norm: 2.4682 2021-01-25 09:56:14,458 - mmaction - INFO - Epoch [155][1060/2147] lr: 6.863e-02, eta: 4 days, 4:55:17, time: 1.438, data_time: 0.003, memory: 16628, top1_acc: 0.4371, top5_acc: 0.6929, loss_cls: 2.5044, loss: 2.5044, grad_norm: 2.4346 2021-01-25 09:56:46,002 - mmaction - INFO - Epoch [155][1080/2147] lr: 6.863e-02, eta: 4 days, 4:54:42, time: 1.572, data_time: 0.004, memory: 16628, top1_acc: 0.4165, top5_acc: 0.6536, loss_cls: 2.6209, loss: 2.6209, grad_norm: 2.4841 2021-01-25 09:57:17,848 - mmaction - INFO - Epoch [155][1100/2147] lr: 6.863e-02, eta: 4 days, 4:54:08, time: 1.595, data_time: 0.011, memory: 16628, top1_acc: 0.4094, top5_acc: 0.6598, loss_cls: 2.5932, loss: 2.5932, grad_norm: 2.4612 2021-01-25 09:57:48,170 - mmaction - INFO - Epoch [155][1120/2147] lr: 6.863e-02, eta: 4 days, 4:53:33, time: 1.519, data_time: 0.005, memory: 16628, top1_acc: 0.4339, top5_acc: 0.6710, loss_cls: 2.5496, loss: 2.5496, grad_norm: 2.4431 2021-01-25 09:58:18,501 - mmaction - INFO - Epoch [155][1140/2147] lr: 6.863e-02, eta: 4 days, 4:52:57, time: 1.514, data_time: 0.002, memory: 16628, top1_acc: 0.4188, top5_acc: 0.6629, loss_cls: 2.6284, loss: 2.6284, grad_norm: 2.4819 2021-01-25 09:58:50,733 - mmaction - INFO - Epoch [155][1160/2147] lr: 6.863e-02, eta: 4 days, 4:52:23, time: 1.613, data_time: 0.005, memory: 16628, top1_acc: 0.4339, top5_acc: 0.6875, loss_cls: 2.4749, loss: 2.4749, grad_norm: 2.4216 2021-01-25 09:59:21,053 - mmaction - INFO - Epoch [155][1180/2147] lr: 6.863e-02, eta: 4 days, 4:51:48, time: 1.519, data_time: 0.004, memory: 16628, top1_acc: 0.4429, top5_acc: 0.6871, loss_cls: 2.4879, loss: 2.4879, grad_norm: 2.3985 2021-01-25 09:59:54,433 - mmaction - INFO - Epoch [155][1200/2147] lr: 6.863e-02, eta: 4 days, 4:51:15, time: 1.656, data_time: 0.001, memory: 16628, top1_acc: 0.4187, top5_acc: 0.6647, loss_cls: 2.5678, loss: 2.5678, grad_norm: 2.4527 2021-01-25 10:00:27,367 - mmaction - INFO - Epoch [155][1220/2147] lr: 6.863e-02, eta: 4 days, 4:50:41, time: 1.656, data_time: 0.018, memory: 16628, top1_acc: 0.4362, top5_acc: 0.6835, loss_cls: 2.4828, loss: 2.4828, grad_norm: 2.4304 2021-01-25 10:00:59,163 - mmaction - INFO - Epoch [155][1240/2147] lr: 6.863e-02, eta: 4 days, 4:50:07, time: 1.591, data_time: 0.011, memory: 16628, top1_acc: 0.4129, top5_acc: 0.6674, loss_cls: 2.6143, loss: 2.6143, grad_norm: 2.5373 2021-01-25 10:01:27,970 - mmaction - INFO - Epoch [155][1260/2147] lr: 6.863e-02, eta: 4 days, 4:49:30, time: 1.440, data_time: 0.005, memory: 16628, top1_acc: 0.4179, top5_acc: 0.6741, loss_cls: 2.5836, loss: 2.5836, grad_norm: 2.5081 2021-01-25 10:01:57,905 - mmaction - INFO - Epoch [155][1280/2147] lr: 6.863e-02, eta: 4 days, 4:48:55, time: 1.497, data_time: 0.008, memory: 16628, top1_acc: 0.4107, top5_acc: 0.6732, loss_cls: 2.5794, loss: 2.5794, grad_norm: 2.4791 2021-01-25 10:02:29,317 - mmaction - INFO - Epoch [155][1300/2147] lr: 6.863e-02, eta: 4 days, 4:48:20, time: 1.571, data_time: 0.003, memory: 16628, top1_acc: 0.4290, top5_acc: 0.6665, loss_cls: 2.5860, loss: 2.5860, grad_norm: 2.3824 2021-01-25 10:02:59,594 - mmaction - INFO - Epoch [155][1320/2147] lr: 6.863e-02, eta: 4 days, 4:47:45, time: 1.514, data_time: 0.006, memory: 16628, top1_acc: 0.4210, top5_acc: 0.6737, loss_cls: 2.5936, loss: 2.5936, grad_norm: 2.4280 2021-01-25 10:03:30,197 - mmaction - INFO - Epoch [155][1340/2147] lr: 6.863e-02, eta: 4 days, 4:47:10, time: 1.531, data_time: 0.004, memory: 16628, top1_acc: 0.4379, top5_acc: 0.6862, loss_cls: 2.5021, loss: 2.5021, grad_norm: 2.3784 2021-01-25 10:04:02,515 - mmaction - INFO - Epoch [155][1360/2147] lr: 6.863e-02, eta: 4 days, 4:46:36, time: 1.616, data_time: 0.002, memory: 16628, top1_acc: 0.4254, top5_acc: 0.6692, loss_cls: 2.5715, loss: 2.5715, grad_norm: 2.4176 2021-01-25 10:04:31,024 - mmaction - INFO - Epoch [155][1380/2147] lr: 6.863e-02, eta: 4 days, 4:45:59, time: 1.426, data_time: 0.003, memory: 16628, top1_acc: 0.4192, top5_acc: 0.6723, loss_cls: 2.5836, loss: 2.5836, grad_norm: 2.4835 2021-01-25 10:05:03,025 - mmaction - INFO - Epoch [155][1400/2147] lr: 6.863e-02, eta: 4 days, 4:45:25, time: 1.599, data_time: 0.002, memory: 16628, top1_acc: 0.4246, top5_acc: 0.6594, loss_cls: 2.5740, loss: 2.5740, grad_norm: 2.4089 2021-01-25 10:05:31,694 - mmaction - INFO - Epoch [155][1420/2147] lr: 6.863e-02, eta: 4 days, 4:44:49, time: 1.434, data_time: 0.005, memory: 16628, top1_acc: 0.4281, top5_acc: 0.6835, loss_cls: 2.5442, loss: 2.5442, grad_norm: 2.4433 2021-01-25 10:06:03,507 - mmaction - INFO - Epoch [155][1440/2147] lr: 6.863e-02, eta: 4 days, 4:44:14, time: 1.591, data_time: 0.002, memory: 16628, top1_acc: 0.4513, top5_acc: 0.6817, loss_cls: 2.4937, loss: 2.4937, grad_norm: 2.4353 2021-01-25 10:06:33,461 - mmaction - INFO - Epoch [155][1460/2147] lr: 6.863e-02, eta: 4 days, 4:43:38, time: 1.452, data_time: 0.002, memory: 16628, top1_acc: 0.4085, top5_acc: 0.6549, loss_cls: 2.6205, loss: 2.6205, grad_norm: 2.5021 2021-01-25 10:07:03,250 - mmaction - INFO - Epoch [155][1480/2147] lr: 6.863e-02, eta: 4 days, 4:43:03, time: 1.529, data_time: 0.047, memory: 16628, top1_acc: 0.4134, top5_acc: 0.6661, loss_cls: 2.5739, loss: 2.5739, grad_norm: 2.4167 2021-01-25 10:07:33,566 - mmaction - INFO - Epoch [155][1500/2147] lr: 6.863e-02, eta: 4 days, 4:42:28, time: 1.518, data_time: 0.008, memory: 16628, top1_acc: 0.4250, top5_acc: 0.6777, loss_cls: 2.4985, loss: 2.4985, grad_norm: 2.4463 2021-01-25 10:08:04,233 - mmaction - INFO - Epoch [155][1520/2147] lr: 6.863e-02, eta: 4 days, 4:41:53, time: 1.532, data_time: 0.006, memory: 16628, top1_acc: 0.4379, top5_acc: 0.6906, loss_cls: 2.5082, loss: 2.5082, grad_norm: 2.4289 2021-01-25 10:08:32,734 - mmaction - INFO - Epoch [155][1540/2147] lr: 6.863e-02, eta: 4 days, 4:41:16, time: 1.429, data_time: 0.006, memory: 16628, top1_acc: 0.4112, top5_acc: 0.6594, loss_cls: 2.6268, loss: 2.6268, grad_norm: 2.4102 2021-01-25 10:09:03,025 - mmaction - INFO - Epoch [155][1560/2147] lr: 6.863e-02, eta: 4 days, 4:40:41, time: 1.514, data_time: 0.002, memory: 16628, top1_acc: 0.4210, top5_acc: 0.6763, loss_cls: 2.5332, loss: 2.5332, grad_norm: 2.4347 2021-01-25 10:09:35,267 - mmaction - INFO - Epoch [155][1580/2147] lr: 6.863e-02, eta: 4 days, 4:40:07, time: 1.610, data_time: 0.004, memory: 16628, top1_acc: 0.4219, top5_acc: 0.6830, loss_cls: 2.5278, loss: 2.5278, grad_norm: 2.4866 2021-01-25 10:10:03,939 - mmaction - INFO - Epoch [155][1600/2147] lr: 6.863e-02, eta: 4 days, 4:39:30, time: 1.436, data_time: 0.004, memory: 16628, top1_acc: 0.4201, top5_acc: 0.6710, loss_cls: 2.6298, loss: 2.6298, grad_norm: 2.5111 2021-01-25 10:10:38,158 - mmaction - INFO - Epoch [155][1620/2147] lr: 6.863e-02, eta: 4 days, 4:38:58, time: 1.708, data_time: 0.005, memory: 16628, top1_acc: 0.4000, top5_acc: 0.6634, loss_cls: 2.6273, loss: 2.6273, grad_norm: 2.5317 2021-01-25 10:11:08,013 - mmaction - INFO - Epoch [155][1640/2147] lr: 6.863e-02, eta: 4 days, 4:38:22, time: 1.496, data_time: 0.013, memory: 16628, top1_acc: 0.4312, top5_acc: 0.6705, loss_cls: 2.5205, loss: 2.5205, grad_norm: 2.4346 2021-01-25 10:11:39,237 - mmaction - INFO - Epoch [155][1660/2147] lr: 6.863e-02, eta: 4 days, 4:37:47, time: 1.506, data_time: 0.007, memory: 16628, top1_acc: 0.4205, top5_acc: 0.6679, loss_cls: 2.5705, loss: 2.5705, grad_norm: 2.5064 2021-01-25 10:12:13,687 - mmaction - INFO - Epoch [155][1680/2147] lr: 6.863e-02, eta: 4 days, 4:37:15, time: 1.778, data_time: 0.058, memory: 16628, top1_acc: 0.4170, top5_acc: 0.6536, loss_cls: 2.6358, loss: 2.6358, grad_norm: 2.4357 2021-01-25 10:12:42,592 - mmaction - INFO - Epoch [155][1700/2147] lr: 6.863e-02, eta: 4 days, 4:36:38, time: 1.444, data_time: 0.004, memory: 16628, top1_acc: 0.4250, top5_acc: 0.6853, loss_cls: 2.5279, loss: 2.5279, grad_norm: 2.4486 2021-01-25 10:13:12,537 - mmaction - INFO - Epoch [155][1720/2147] lr: 6.863e-02, eta: 4 days, 4:36:03, time: 1.495, data_time: 0.003, memory: 16628, top1_acc: 0.4232, top5_acc: 0.6786, loss_cls: 2.5340, loss: 2.5340, grad_norm: 2.4146 2021-01-25 10:13:41,614 - mmaction - INFO - Epoch [155][1740/2147] lr: 6.863e-02, eta: 4 days, 4:35:27, time: 1.456, data_time: 0.007, memory: 16628, top1_acc: 0.4237, top5_acc: 0.6804, loss_cls: 2.5529, loss: 2.5529, grad_norm: 2.4488 2021-01-25 10:14:14,071 - mmaction - INFO - Epoch [155][1760/2147] lr: 6.863e-02, eta: 4 days, 4:34:53, time: 1.621, data_time: 0.002, memory: 16628, top1_acc: 0.4527, top5_acc: 0.6826, loss_cls: 2.4821, loss: 2.4821, grad_norm: 2.4204 2021-01-25 10:14:44,029 - mmaction - INFO - Epoch [155][1780/2147] lr: 6.863e-02, eta: 4 days, 4:34:17, time: 1.500, data_time: 0.005, memory: 16628, top1_acc: 0.4156, top5_acc: 0.6696, loss_cls: 2.5816, loss: 2.5816, grad_norm: 2.4722 2021-01-25 10:15:13,878 - mmaction - INFO - Epoch [155][1800/2147] lr: 6.863e-02, eta: 4 days, 4:33:42, time: 1.492, data_time: 0.002, memory: 16628, top1_acc: 0.4228, top5_acc: 0.6862, loss_cls: 2.5470, loss: 2.5470, grad_norm: 2.4163 2021-01-25 10:15:44,355 - mmaction - INFO - Epoch [155][1820/2147] lr: 6.863e-02, eta: 4 days, 4:33:06, time: 1.523, data_time: 0.007, memory: 16628, top1_acc: 0.4219, top5_acc: 0.6902, loss_cls: 2.5264, loss: 2.5264, grad_norm: 2.4454 2021-01-25 10:16:14,088 - mmaction - INFO - Epoch [155][1840/2147] lr: 6.863e-02, eta: 4 days, 4:32:31, time: 1.487, data_time: 0.004, memory: 16628, top1_acc: 0.4393, top5_acc: 0.6897, loss_cls: 2.4814, loss: 2.4814, grad_norm: 2.4661 2021-01-25 10:16:47,019 - mmaction - INFO - Epoch [155][1860/2147] lr: 6.863e-02, eta: 4 days, 4:31:57, time: 1.648, data_time: 0.003, memory: 16628, top1_acc: 0.4161, top5_acc: 0.6692, loss_cls: 2.6024, loss: 2.6024, grad_norm: 2.4095 2021-01-25 10:17:17,058 - mmaction - INFO - Epoch [155][1880/2147] lr: 6.863e-02, eta: 4 days, 4:31:22, time: 1.502, data_time: 0.002, memory: 16628, top1_acc: 0.4210, top5_acc: 0.6862, loss_cls: 2.5241, loss: 2.5241, grad_norm: 2.4188 2021-01-25 10:17:47,196 - mmaction - INFO - Epoch [155][1900/2147] lr: 6.863e-02, eta: 4 days, 4:30:46, time: 1.507, data_time: 0.002, memory: 16628, top1_acc: 0.4237, top5_acc: 0.6862, loss_cls: 2.5525, loss: 2.5525, grad_norm: 2.4044 2021-01-25 10:18:18,951 - mmaction - INFO - Epoch [155][1920/2147] lr: 6.863e-02, eta: 4 days, 4:30:12, time: 1.577, data_time: 0.003, memory: 16628, top1_acc: 0.4254, top5_acc: 0.6719, loss_cls: 2.5707, loss: 2.5707, grad_norm: 2.4324 2021-01-25 10:18:50,332 - mmaction - INFO - Epoch [155][1940/2147] lr: 6.863e-02, eta: 4 days, 4:29:37, time: 1.577, data_time: 0.017, memory: 16628, top1_acc: 0.4379, top5_acc: 0.6875, loss_cls: 2.5167, loss: 2.5167, grad_norm: 2.4426 2021-01-25 10:19:20,960 - mmaction - INFO - Epoch [155][1960/2147] lr: 6.863e-02, eta: 4 days, 4:29:02, time: 1.533, data_time: 0.008, memory: 16628, top1_acc: 0.4179, top5_acc: 0.6683, loss_cls: 2.5825, loss: 2.5825, grad_norm: 2.4431 2021-01-25 10:19:51,005 - mmaction - INFO - Epoch [155][1980/2147] lr: 6.863e-02, eta: 4 days, 4:28:27, time: 1.502, data_time: 0.008, memory: 16628, top1_acc: 0.4277, top5_acc: 0.6643, loss_cls: 2.6085, loss: 2.6085, grad_norm: 2.4423 2021-01-25 10:20:22,787 - mmaction - INFO - Epoch [155][2000/2147] lr: 6.863e-02, eta: 4 days, 4:27:52, time: 1.592, data_time: 0.006, memory: 16628, top1_acc: 0.4299, top5_acc: 0.6759, loss_cls: 2.5433, loss: 2.5433, grad_norm: 2.4321 2021-01-25 10:20:51,905 - mmaction - INFO - Epoch [155][2020/2147] lr: 6.863e-02, eta: 4 days, 4:27:16, time: 1.454, data_time: 0.008, memory: 16628, top1_acc: 0.4201, top5_acc: 0.6772, loss_cls: 2.5499, loss: 2.5499, grad_norm: 2.4619 2021-01-25 10:21:20,664 - mmaction - INFO - Epoch [155][2040/2147] lr: 6.863e-02, eta: 4 days, 4:26:40, time: 1.438, data_time: 0.002, memory: 16628, top1_acc: 0.4451, top5_acc: 0.6804, loss_cls: 2.4405, loss: 2.4405, grad_norm: 2.3767 2021-01-25 10:22:00,710 - mmaction - INFO - Epoch [155][2060/2147] lr: 6.863e-02, eta: 4 days, 4:26:11, time: 2.001, data_time: 0.004, memory: 16628, top1_acc: 0.4022, top5_acc: 0.6638, loss_cls: 2.6419, loss: 2.6419, grad_norm: 2.5161 2021-01-25 10:22:29,198 - mmaction - INFO - Epoch [155][2080/2147] lr: 6.863e-02, eta: 4 days, 4:25:35, time: 1.426, data_time: 0.007, memory: 16628, top1_acc: 0.4170, top5_acc: 0.6759, loss_cls: 2.5424, loss: 2.5424, grad_norm: 2.4191 2021-01-25 10:22:57,881 - mmaction - INFO - Epoch [155][2100/2147] lr: 6.863e-02, eta: 4 days, 4:24:58, time: 1.433, data_time: 0.002, memory: 16628, top1_acc: 0.4268, top5_acc: 0.6857, loss_cls: 2.5366, loss: 2.5366, grad_norm: 2.4305 2021-01-25 10:23:29,891 - mmaction - INFO - Epoch [155][2120/2147] lr: 6.863e-02, eta: 4 days, 4:24:24, time: 1.600, data_time: 0.006, memory: 16628, top1_acc: 0.4161, top5_acc: 0.6687, loss_cls: 2.5846, loss: 2.5846, grad_norm: 2.4938 2021-01-25 10:24:00,635 - mmaction - INFO - Epoch [155][2140/2147] lr: 6.863e-02, eta: 4 days, 4:23:49, time: 1.539, data_time: 0.013, memory: 16628, top1_acc: 0.4232, top5_acc: 0.6643, loss_cls: 2.5780, loss: 2.5780, grad_norm: 2.4611 2021-01-25 10:43:19,436 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-25 10:43:20,218 - mmaction - INFO - top1_acc 0.4879 top5_acc 0.7529 2021-01-25 10:43:20,219 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-25 10:43:20,276 - mmaction - INFO - mean_acc 0.4878 2021-01-25 10:43:20,277 - mmaction - INFO - Now best checkpoint is epoch_155.pth 2021-01-25 10:43:20,311 - mmaction - INFO - Epoch(val) [155][2147] top1_acc: 0.4879, top5_acc: 0.7529, mean_class_accuracy: 0.4878 2021-01-25 10:48:33,013 - mmaction - INFO - Epoch [156][20/2147] lr: 6.747e-02, eta: 4 days, 4:25:58, time: 15.630, data_time: 13.986, memory: 16628, top1_acc: 0.4406, top5_acc: 0.6790, loss_cls: 2.5053, loss: 2.5053, grad_norm: 2.5056 2021-01-25 10:49:02,603 - mmaction - INFO - Epoch [156][40/2147] lr: 6.747e-02, eta: 4 days, 4:25:22, time: 1.480, data_time: 0.009, memory: 16628, top1_acc: 0.4464, top5_acc: 0.6915, loss_cls: 2.4404, loss: 2.4404, grad_norm: 2.4615 2021-01-25 10:49:31,255 - mmaction - INFO - Epoch [156][60/2147] lr: 6.747e-02, eta: 4 days, 4:24:46, time: 1.436, data_time: 0.006, memory: 16628, top1_acc: 0.4504, top5_acc: 0.7080, loss_cls: 2.3952, loss: 2.3952, grad_norm: 2.4368 2021-01-25 10:50:03,122 - mmaction - INFO - Epoch [156][80/2147] lr: 6.747e-02, eta: 4 days, 4:24:12, time: 1.593, data_time: 0.004, memory: 16628, top1_acc: 0.4299, top5_acc: 0.6795, loss_cls: 2.5130, loss: 2.5130, grad_norm: 2.4999 2021-01-25 10:50:35,461 - mmaction - INFO - Epoch [156][100/2147] lr: 6.747e-02, eta: 4 days, 4:23:38, time: 1.617, data_time: 0.002, memory: 16628, top1_acc: 0.4201, top5_acc: 0.6804, loss_cls: 2.5474, loss: 2.5474, grad_norm: 2.4553 2021-01-25 10:51:06,140 - mmaction - INFO - Epoch [156][120/2147] lr: 6.747e-02, eta: 4 days, 4:23:03, time: 1.533, data_time: 0.005, memory: 16628, top1_acc: 0.4451, top5_acc: 0.6955, loss_cls: 2.4457, loss: 2.4457, grad_norm: 2.3915 2021-01-25 10:51:35,340 - mmaction - INFO - Epoch [156][140/2147] lr: 6.747e-02, eta: 4 days, 4:22:27, time: 1.461, data_time: 0.005, memory: 16628, top1_acc: 0.4268, top5_acc: 0.6719, loss_cls: 2.5633, loss: 2.5633, grad_norm: 2.5435 2021-01-25 10:52:05,144 - mmaction - INFO - Epoch [156][160/2147] lr: 6.747e-02, eta: 4 days, 4:21:51, time: 1.486, data_time: 0.028, memory: 16628, top1_acc: 0.4268, top5_acc: 0.6772, loss_cls: 2.5492, loss: 2.5492, grad_norm: 2.5041 2021-01-25 10:52:37,146 - mmaction - INFO - Epoch [156][180/2147] lr: 6.747e-02, eta: 4 days, 4:21:17, time: 1.603, data_time: 0.010, memory: 16628, top1_acc: 0.4272, top5_acc: 0.6915, loss_cls: 2.4808, loss: 2.4808, grad_norm: 2.4416 2021-01-25 10:53:08,134 - mmaction - INFO - Epoch [156][200/2147] lr: 6.747e-02, eta: 4 days, 4:20:42, time: 1.550, data_time: 0.005, memory: 16628, top1_acc: 0.4237, top5_acc: 0.6830, loss_cls: 2.5096, loss: 2.5096, grad_norm: 2.4960 2021-01-25 10:53:37,203 - mmaction - INFO - Epoch [156][220/2147] lr: 6.747e-02, eta: 4 days, 4:20:06, time: 1.455, data_time: 0.008, memory: 16628, top1_acc: 0.4219, top5_acc: 0.6772, loss_cls: 2.5632, loss: 2.5632, grad_norm: 2.5172 2021-01-25 10:54:08,287 - mmaction - INFO - Epoch [156][240/2147] lr: 6.747e-02, eta: 4 days, 4:19:31, time: 1.550, data_time: 0.011, memory: 16628, top1_acc: 0.4455, top5_acc: 0.6857, loss_cls: 2.4622, loss: 2.4622, grad_norm: 2.3885 2021-01-25 10:54:41,250 - mmaction - INFO - Epoch [156][260/2147] lr: 6.747e-02, eta: 4 days, 4:18:57, time: 1.650, data_time: 0.014, memory: 16628, top1_acc: 0.4268, top5_acc: 0.6746, loss_cls: 2.5405, loss: 2.5405, grad_norm: 2.4684 2021-01-25 10:55:11,042 - mmaction - INFO - Epoch [156][280/2147] lr: 6.747e-02, eta: 4 days, 4:18:22, time: 1.490, data_time: 0.009, memory: 16628, top1_acc: 0.4201, top5_acc: 0.6634, loss_cls: 2.6104, loss: 2.6104, grad_norm: 2.5014 2021-01-25 10:55:41,461 - mmaction - INFO - Epoch [156][300/2147] lr: 6.747e-02, eta: 4 days, 4:17:46, time: 1.520, data_time: 0.004, memory: 16628, top1_acc: 0.4379, top5_acc: 0.6746, loss_cls: 2.5542, loss: 2.5542, grad_norm: 2.4559 2021-01-25 10:56:10,091 - mmaction - INFO - Epoch [156][320/2147] lr: 6.747e-02, eta: 4 days, 4:17:10, time: 1.433, data_time: 0.004, memory: 16628, top1_acc: 0.4375, top5_acc: 0.6857, loss_cls: 2.4671, loss: 2.4671, grad_norm: 2.4748 2021-01-25 10:56:38,976 - mmaction - INFO - Epoch [156][340/2147] lr: 6.747e-02, eta: 4 days, 4:16:34, time: 1.446, data_time: 0.003, memory: 16628, top1_acc: 0.4366, top5_acc: 0.6804, loss_cls: 2.5086, loss: 2.5086, grad_norm: 2.4325 2021-01-25 10:57:08,402 - mmaction - INFO - Epoch [156][360/2147] lr: 6.747e-02, eta: 4 days, 4:15:58, time: 1.471, data_time: 0.002, memory: 16628, top1_acc: 0.4272, top5_acc: 0.6772, loss_cls: 2.5389, loss: 2.5389, grad_norm: 2.4721 2021-01-25 10:57:37,740 - mmaction - INFO - Epoch [156][380/2147] lr: 6.747e-02, eta: 4 days, 4:15:22, time: 1.466, data_time: 0.011, memory: 16628, top1_acc: 0.4281, top5_acc: 0.6933, loss_cls: 2.5065, loss: 2.5065, grad_norm: 2.4685 2021-01-25 10:58:06,766 - mmaction - INFO - Epoch [156][400/2147] lr: 6.747e-02, eta: 4 days, 4:14:46, time: 1.449, data_time: 0.008, memory: 16628, top1_acc: 0.4304, top5_acc: 0.6549, loss_cls: 2.5952, loss: 2.5952, grad_norm: 2.5055 2021-01-25 10:58:37,773 - mmaction - INFO - Epoch [156][420/2147] lr: 6.747e-02, eta: 4 days, 4:14:11, time: 1.554, data_time: 0.006, memory: 16628, top1_acc: 0.4165, top5_acc: 0.6719, loss_cls: 2.5812, loss: 2.5812, grad_norm: 2.4741 2021-01-25 10:59:08,628 - mmaction - INFO - Epoch [156][440/2147] lr: 6.747e-02, eta: 4 days, 4:13:36, time: 1.540, data_time: 0.003, memory: 16628, top1_acc: 0.4299, top5_acc: 0.6871, loss_cls: 2.5141, loss: 2.5141, grad_norm: 2.4506 2021-01-25 10:59:37,291 - mmaction - INFO - Epoch [156][460/2147] lr: 6.747e-02, eta: 4 days, 4:13:00, time: 1.435, data_time: 0.009, memory: 16628, top1_acc: 0.4388, top5_acc: 0.6737, loss_cls: 2.5487, loss: 2.5487, grad_norm: 2.4428 2021-01-25 11:00:07,498 - mmaction - INFO - Epoch [156][480/2147] lr: 6.747e-02, eta: 4 days, 4:12:24, time: 1.507, data_time: 0.003, memory: 16628, top1_acc: 0.4308, top5_acc: 0.6826, loss_cls: 2.5101, loss: 2.5101, grad_norm: 2.4608 2021-01-25 11:00:38,161 - mmaction - INFO - Epoch [156][500/2147] lr: 6.747e-02, eta: 4 days, 4:11:49, time: 1.533, data_time: 0.004, memory: 16628, top1_acc: 0.4219, top5_acc: 0.6768, loss_cls: 2.5598, loss: 2.5598, grad_norm: 2.5269 2021-01-25 11:01:06,682 - mmaction - INFO - Epoch [156][520/2147] lr: 6.747e-02, eta: 4 days, 4:11:13, time: 1.429, data_time: 0.004, memory: 16628, top1_acc: 0.4138, top5_acc: 0.6679, loss_cls: 2.6079, loss: 2.6079, grad_norm: 2.5263 2021-01-25 11:01:38,073 - mmaction - INFO - Epoch [156][540/2147] lr: 6.747e-02, eta: 4 days, 4:10:38, time: 1.569, data_time: 0.002, memory: 16628, top1_acc: 0.4371, top5_acc: 0.6741, loss_cls: 2.5450, loss: 2.5450, grad_norm: 2.3781 2021-01-25 11:02:14,646 - mmaction - INFO - Epoch [156][560/2147] lr: 6.747e-02, eta: 4 days, 4:10:07, time: 1.825, data_time: 0.005, memory: 16628, top1_acc: 0.4089, top5_acc: 0.6705, loss_cls: 2.6226, loss: 2.6226, grad_norm: 2.4106 2021-01-25 11:02:43,509 - mmaction - INFO - Epoch [156][580/2147] lr: 6.747e-02, eta: 4 days, 4:09:30, time: 1.446, data_time: 0.014, memory: 16628, top1_acc: 0.4308, top5_acc: 0.6768, loss_cls: 2.5085, loss: 2.5085, grad_norm: 2.3767 2021-01-25 11:03:13,413 - mmaction - INFO - Epoch [156][600/2147] lr: 6.747e-02, eta: 4 days, 4:08:55, time: 1.495, data_time: 0.004, memory: 16628, top1_acc: 0.4281, top5_acc: 0.6705, loss_cls: 2.5922, loss: 2.5922, grad_norm: 2.4874 2021-01-25 11:03:42,130 - mmaction - INFO - Epoch [156][620/2147] lr: 6.747e-02, eta: 4 days, 4:08:19, time: 1.438, data_time: 0.005, memory: 16628, top1_acc: 0.4353, top5_acc: 0.6808, loss_cls: 2.5062, loss: 2.5062, grad_norm: 2.4761 2021-01-25 11:04:15,033 - mmaction - INFO - Epoch [156][640/2147] lr: 6.747e-02, eta: 4 days, 4:07:45, time: 1.645, data_time: 0.006, memory: 16628, top1_acc: 0.4308, top5_acc: 0.6732, loss_cls: 2.5296, loss: 2.5296, grad_norm: 2.4427 2021-01-25 11:04:44,222 - mmaction - INFO - Epoch [156][660/2147] lr: 6.747e-02, eta: 4 days, 4:07:09, time: 1.455, data_time: 0.002, memory: 16628, top1_acc: 0.4237, top5_acc: 0.6732, loss_cls: 2.5683, loss: 2.5683, grad_norm: 2.4274 2021-01-25 11:05:15,603 - mmaction - INFO - Epoch [156][680/2147] lr: 6.747e-02, eta: 4 days, 4:06:34, time: 1.572, data_time: 0.015, memory: 16628, top1_acc: 0.4388, top5_acc: 0.6866, loss_cls: 2.4751, loss: 2.4751, grad_norm: 2.4325 2021-01-25 11:05:50,042 - mmaction - INFO - Epoch [156][700/2147] lr: 6.747e-02, eta: 4 days, 4:06:02, time: 1.721, data_time: 0.003, memory: 16628, top1_acc: 0.4433, top5_acc: 0.6754, loss_cls: 2.5024, loss: 2.5024, grad_norm: 2.4509 2021-01-25 11:06:20,280 - mmaction - INFO - Epoch [156][720/2147] lr: 6.747e-02, eta: 4 days, 4:05:26, time: 1.512, data_time: 0.004, memory: 16628, top1_acc: 0.4277, top5_acc: 0.6893, loss_cls: 2.5183, loss: 2.5183, grad_norm: 2.4468 2021-01-25 11:06:56,033 - mmaction - INFO - Epoch [156][740/2147] lr: 6.747e-02, eta: 4 days, 4:04:55, time: 1.789, data_time: 0.003, memory: 16628, top1_acc: 0.4397, top5_acc: 0.6795, loss_cls: 2.5108, loss: 2.5108, grad_norm: 2.3983 2021-01-25 11:07:26,464 - mmaction - INFO - Epoch [156][760/2147] lr: 6.747e-02, eta: 4 days, 4:04:19, time: 1.519, data_time: 0.010, memory: 16628, top1_acc: 0.4344, top5_acc: 0.6781, loss_cls: 2.5152, loss: 2.5152, grad_norm: 2.3855 2021-01-25 11:07:55,295 - mmaction - INFO - Epoch [156][780/2147] lr: 6.747e-02, eta: 4 days, 4:03:43, time: 1.443, data_time: 0.004, memory: 16628, top1_acc: 0.4295, top5_acc: 0.6692, loss_cls: 2.5109, loss: 2.5109, grad_norm: 2.4178 2021-01-25 11:08:24,841 - mmaction - INFO - Epoch [156][800/2147] lr: 6.747e-02, eta: 4 days, 4:03:07, time: 1.478, data_time: 0.059, memory: 16628, top1_acc: 0.4326, top5_acc: 0.6879, loss_cls: 2.4992, loss: 2.4992, grad_norm: 2.4665 2021-01-25 11:08:55,726 - mmaction - INFO - Epoch [156][820/2147] lr: 6.747e-02, eta: 4 days, 4:02:32, time: 1.544, data_time: 0.003, memory: 16628, top1_acc: 0.4464, top5_acc: 0.6826, loss_cls: 2.4965, loss: 2.4965, grad_norm: 2.4392 2021-01-25 11:09:24,336 - mmaction - INFO - Epoch [156][840/2147] lr: 6.747e-02, eta: 4 days, 4:01:56, time: 1.428, data_time: 0.001, memory: 16628, top1_acc: 0.4237, top5_acc: 0.6643, loss_cls: 2.5739, loss: 2.5739, grad_norm: 2.4669 2021-01-25 11:09:55,395 - mmaction - INFO - Epoch [156][860/2147] lr: 6.747e-02, eta: 4 days, 4:01:21, time: 1.554, data_time: 0.009, memory: 16628, top1_acc: 0.4393, top5_acc: 0.6790, loss_cls: 2.4830, loss: 2.4830, grad_norm: 2.4105 2021-01-25 11:10:24,912 - mmaction - INFO - Epoch [156][880/2147] lr: 6.747e-02, eta: 4 days, 4:00:45, time: 1.476, data_time: 0.021, memory: 16628, top1_acc: 0.3991, top5_acc: 0.6612, loss_cls: 2.6495, loss: 2.6495, grad_norm: 2.4472 2021-01-25 11:10:56,077 - mmaction - INFO - Epoch [156][900/2147] lr: 6.747e-02, eta: 4 days, 4:00:10, time: 1.556, data_time: 0.011, memory: 16628, top1_acc: 0.4259, top5_acc: 0.6754, loss_cls: 2.5351, loss: 2.5351, grad_norm: 2.4426 2021-01-25 11:11:24,767 - mmaction - INFO - Epoch [156][920/2147] lr: 6.747e-02, eta: 4 days, 3:59:34, time: 1.439, data_time: 0.010, memory: 16628, top1_acc: 0.4317, top5_acc: 0.6808, loss_cls: 2.5079, loss: 2.5079, grad_norm: 2.4661 2021-01-25 11:11:59,233 - mmaction - INFO - Epoch [156][940/2147] lr: 6.747e-02, eta: 4 days, 3:59:01, time: 1.721, data_time: 0.107, memory: 16628, top1_acc: 0.4348, top5_acc: 0.6763, loss_cls: 2.5340, loss: 2.5340, grad_norm: 2.4402 2021-01-25 11:12:28,158 - mmaction - INFO - Epoch [156][960/2147] lr: 6.747e-02, eta: 4 days, 3:58:25, time: 1.444, data_time: 0.003, memory: 16628, top1_acc: 0.4317, top5_acc: 0.6750, loss_cls: 2.5275, loss: 2.5275, grad_norm: 2.4484 2021-01-25 11:12:56,606 - mmaction - INFO - Epoch [156][980/2147] lr: 6.747e-02, eta: 4 days, 3:57:49, time: 1.426, data_time: 0.005, memory: 16628, top1_acc: 0.4223, top5_acc: 0.6741, loss_cls: 2.5834, loss: 2.5834, grad_norm: 2.4754 2021-01-25 11:13:25,250 - mmaction - INFO - Epoch [156][1000/2147] lr: 6.747e-02, eta: 4 days, 3:57:12, time: 1.432, data_time: 0.004, memory: 16628, top1_acc: 0.4393, top5_acc: 0.6817, loss_cls: 2.5291, loss: 2.5291, grad_norm: 2.4878 2021-01-25 11:13:55,291 - mmaction - INFO - Epoch [156][1020/2147] lr: 6.747e-02, eta: 4 days, 3:56:37, time: 1.503, data_time: 0.004, memory: 16628, top1_acc: 0.4259, top5_acc: 0.6625, loss_cls: 2.6212, loss: 2.6212, grad_norm: 2.4746 2021-01-25 11:14:24,420 - mmaction - INFO - Epoch [156][1040/2147] lr: 6.747e-02, eta: 4 days, 3:56:01, time: 1.455, data_time: 0.001, memory: 16628, top1_acc: 0.4290, top5_acc: 0.6746, loss_cls: 2.5407, loss: 2.5407, grad_norm: 2.4640 2021-01-25 11:14:55,876 - mmaction - INFO - Epoch [156][1060/2147] lr: 6.747e-02, eta: 4 days, 3:55:26, time: 1.574, data_time: 0.004, memory: 16628, top1_acc: 0.4272, top5_acc: 0.6732, loss_cls: 2.5641, loss: 2.5641, grad_norm: 2.4301 2021-01-25 11:15:26,863 - mmaction - INFO - Epoch [156][1080/2147] lr: 6.747e-02, eta: 4 days, 3:54:51, time: 1.547, data_time: 0.007, memory: 16628, top1_acc: 0.4290, top5_acc: 0.6768, loss_cls: 2.5734, loss: 2.5734, grad_norm: 2.4387 2021-01-25 11:15:56,776 - mmaction - INFO - Epoch [156][1100/2147] lr: 6.747e-02, eta: 4 days, 3:54:16, time: 1.498, data_time: 0.008, memory: 16628, top1_acc: 0.4433, top5_acc: 0.6955, loss_cls: 2.4076, loss: 2.4076, grad_norm: 2.4347 2021-01-25 11:16:27,475 - mmaction - INFO - Epoch [156][1120/2147] lr: 6.747e-02, eta: 4 days, 3:53:41, time: 1.532, data_time: 0.004, memory: 16628, top1_acc: 0.4201, top5_acc: 0.6741, loss_cls: 2.5835, loss: 2.5835, grad_norm: 2.5324 2021-01-25 11:17:03,347 - mmaction - INFO - Epoch [156][1140/2147] lr: 6.747e-02, eta: 4 days, 3:53:09, time: 1.796, data_time: 0.007, memory: 16628, top1_acc: 0.4076, top5_acc: 0.6598, loss_cls: 2.6160, loss: 2.6160, grad_norm: 2.5014 2021-01-25 11:17:37,067 - mmaction - INFO - Epoch [156][1160/2147] lr: 6.747e-02, eta: 4 days, 3:52:36, time: 1.684, data_time: 0.002, memory: 16628, top1_acc: 0.4103, top5_acc: 0.6540, loss_cls: 2.6434, loss: 2.6434, grad_norm: 2.5469 2021-01-25 11:18:08,730 - mmaction - INFO - Epoch [156][1180/2147] lr: 6.747e-02, eta: 4 days, 3:52:02, time: 1.584, data_time: 0.004, memory: 16628, top1_acc: 0.4308, top5_acc: 0.6853, loss_cls: 2.5083, loss: 2.5083, grad_norm: 2.4483 2021-01-25 11:18:37,348 - mmaction - INFO - Epoch [156][1200/2147] lr: 6.747e-02, eta: 4 days, 3:51:25, time: 1.430, data_time: 0.003, memory: 16628, top1_acc: 0.4250, top5_acc: 0.6558, loss_cls: 2.6167, loss: 2.6167, grad_norm: 2.5321 2021-01-25 11:19:10,459 - mmaction - INFO - Epoch [156][1220/2147] lr: 6.747e-02, eta: 4 days, 3:50:52, time: 1.658, data_time: 0.004, memory: 16628, top1_acc: 0.4254, top5_acc: 0.6741, loss_cls: 2.5401, loss: 2.5401, grad_norm: 2.4107 2021-01-25 11:19:39,088 - mmaction - INFO - Epoch [156][1240/2147] lr: 6.747e-02, eta: 4 days, 3:50:15, time: 1.431, data_time: 0.004, memory: 16628, top1_acc: 0.4183, top5_acc: 0.6661, loss_cls: 2.6424, loss: 2.6424, grad_norm: 2.4586 2021-01-25 11:20:09,437 - mmaction - INFO - Epoch [156][1260/2147] lr: 6.747e-02, eta: 4 days, 3:49:40, time: 1.518, data_time: 0.004, memory: 16628, top1_acc: 0.4205, top5_acc: 0.6679, loss_cls: 2.5652, loss: 2.5652, grad_norm: 2.4256 2021-01-25 11:20:40,063 - mmaction - INFO - Epoch [156][1280/2147] lr: 6.747e-02, eta: 4 days, 3:49:05, time: 1.530, data_time: 0.002, memory: 16628, top1_acc: 0.4161, top5_acc: 0.6629, loss_cls: 2.5709, loss: 2.5709, grad_norm: 2.4615 2021-01-25 11:21:09,697 - mmaction - INFO - Epoch [156][1300/2147] lr: 6.747e-02, eta: 4 days, 3:48:29, time: 1.483, data_time: 0.003, memory: 16628, top1_acc: 0.4165, top5_acc: 0.6647, loss_cls: 2.6123, loss: 2.6123, grad_norm: 2.4926 2021-01-25 11:21:42,438 - mmaction - INFO - Epoch [156][1320/2147] lr: 6.747e-02, eta: 4 days, 3:47:55, time: 1.591, data_time: 0.001, memory: 16628, top1_acc: 0.4478, top5_acc: 0.6817, loss_cls: 2.5106, loss: 2.5106, grad_norm: 2.3858 2021-01-25 11:22:13,235 - mmaction - INFO - Epoch [156][1340/2147] lr: 6.747e-02, eta: 4 days, 3:47:21, time: 1.586, data_time: 0.087, memory: 16628, top1_acc: 0.4335, top5_acc: 0.6888, loss_cls: 2.5218, loss: 2.5218, grad_norm: 2.4664 2021-01-25 11:22:43,455 - mmaction - INFO - Epoch [156][1360/2147] lr: 6.747e-02, eta: 4 days, 3:46:45, time: 1.504, data_time: 0.003, memory: 16628, top1_acc: 0.4286, top5_acc: 0.6696, loss_cls: 2.5672, loss: 2.5672, grad_norm: 2.4733 2021-01-25 11:23:13,639 - mmaction - INFO - Epoch [156][1380/2147] lr: 6.747e-02, eta: 4 days, 3:46:10, time: 1.515, data_time: 0.009, memory: 16628, top1_acc: 0.4174, top5_acc: 0.6692, loss_cls: 2.5526, loss: 2.5526, grad_norm: 2.4344 2021-01-25 11:23:42,497 - mmaction - INFO - Epoch [156][1400/2147] lr: 6.747e-02, eta: 4 days, 3:45:34, time: 1.443, data_time: 0.003, memory: 16628, top1_acc: 0.4241, top5_acc: 0.6821, loss_cls: 2.5180, loss: 2.5180, grad_norm: 2.4408 2021-01-25 11:24:12,572 - mmaction - INFO - Epoch [156][1420/2147] lr: 6.747e-02, eta: 4 days, 3:44:58, time: 1.505, data_time: 0.004, memory: 16628, top1_acc: 0.4415, top5_acc: 0.6866, loss_cls: 2.4728, loss: 2.4728, grad_norm: 2.4521 2021-01-25 11:24:41,256 - mmaction - INFO - Epoch [156][1440/2147] lr: 6.747e-02, eta: 4 days, 3:44:22, time: 1.432, data_time: 0.002, memory: 16628, top1_acc: 0.4246, top5_acc: 0.6866, loss_cls: 2.5476, loss: 2.5476, grad_norm: 2.4421 2021-01-25 11:25:09,643 - mmaction - INFO - Epoch [156][1460/2147] lr: 6.747e-02, eta: 4 days, 3:43:45, time: 1.422, data_time: 0.005, memory: 16628, top1_acc: 0.4366, top5_acc: 0.6719, loss_cls: 2.5197, loss: 2.5197, grad_norm: 2.4777 2021-01-25 11:25:40,387 - mmaction - INFO - Epoch [156][1480/2147] lr: 6.747e-02, eta: 4 days, 3:43:10, time: 1.537, data_time: 0.002, memory: 16628, top1_acc: 0.4187, top5_acc: 0.6629, loss_cls: 2.5776, loss: 2.5776, grad_norm: 2.4410 2021-01-25 11:26:13,758 - mmaction - INFO - Epoch [156][1500/2147] lr: 6.747e-02, eta: 4 days, 3:42:37, time: 1.662, data_time: 0.003, memory: 16628, top1_acc: 0.4210, top5_acc: 0.6737, loss_cls: 2.6009, loss: 2.6009, grad_norm: 2.4868 2021-01-25 11:26:46,498 - mmaction - INFO - Epoch [156][1520/2147] lr: 6.747e-02, eta: 4 days, 3:42:03, time: 1.640, data_time: 0.016, memory: 16628, top1_acc: 0.4174, top5_acc: 0.6821, loss_cls: 2.5859, loss: 2.5859, grad_norm: 2.4747 2021-01-25 11:27:14,898 - mmaction - INFO - Epoch [156][1540/2147] lr: 6.747e-02, eta: 4 days, 3:41:27, time: 1.423, data_time: 0.004, memory: 16628, top1_acc: 0.4295, top5_acc: 0.6670, loss_cls: 2.5424, loss: 2.5424, grad_norm: 2.4956 2021-01-25 11:27:45,783 - mmaction - INFO - Epoch [156][1560/2147] lr: 6.747e-02, eta: 4 days, 3:40:52, time: 1.543, data_time: 0.002, memory: 16628, top1_acc: 0.4442, top5_acc: 0.6973, loss_cls: 2.4554, loss: 2.4554, grad_norm: 2.5334 2021-01-25 11:28:15,484 - mmaction - INFO - Epoch [156][1580/2147] lr: 6.747e-02, eta: 4 days, 3:40:16, time: 1.483, data_time: 0.007, memory: 16628, top1_acc: 0.4147, top5_acc: 0.6594, loss_cls: 2.5752, loss: 2.5752, grad_norm: 2.5517 2021-01-25 11:28:45,149 - mmaction - INFO - Epoch [156][1600/2147] lr: 6.747e-02, eta: 4 days, 3:39:40, time: 1.485, data_time: 0.007, memory: 16628, top1_acc: 0.4321, top5_acc: 0.6897, loss_cls: 2.5014, loss: 2.5014, grad_norm: 2.4604 2021-01-25 11:29:13,743 - mmaction - INFO - Epoch [156][1620/2147] lr: 6.747e-02, eta: 4 days, 3:39:04, time: 1.431, data_time: 0.003, memory: 16628, top1_acc: 0.4371, top5_acc: 0.6973, loss_cls: 2.4693, loss: 2.4693, grad_norm: 2.5447 2021-01-25 11:29:44,225 - mmaction - INFO - Epoch [156][1640/2147] lr: 6.747e-02, eta: 4 days, 3:38:29, time: 1.522, data_time: 0.003, memory: 16628, top1_acc: 0.4219, top5_acc: 0.6772, loss_cls: 2.5656, loss: 2.5656, grad_norm: 2.5644 2021-01-25 11:30:14,121 - mmaction - INFO - Epoch [156][1660/2147] lr: 6.747e-02, eta: 4 days, 3:37:53, time: 1.493, data_time: 0.005, memory: 16628, top1_acc: 0.4121, top5_acc: 0.6589, loss_cls: 2.6338, loss: 2.6338, grad_norm: 2.4420 2021-01-25 11:30:44,325 - mmaction - INFO - Epoch [156][1680/2147] lr: 6.747e-02, eta: 4 days, 3:37:18, time: 1.512, data_time: 0.011, memory: 16628, top1_acc: 0.4219, top5_acc: 0.6665, loss_cls: 2.5170, loss: 2.5170, grad_norm: 2.4256 2021-01-25 11:31:14,043 - mmaction - INFO - Epoch [156][1700/2147] lr: 6.747e-02, eta: 4 days, 3:36:42, time: 1.488, data_time: 0.006, memory: 16628, top1_acc: 0.4277, top5_acc: 0.6656, loss_cls: 2.6112, loss: 2.6112, grad_norm: 2.4547 2021-01-25 11:31:47,506 - mmaction - INFO - Epoch [156][1720/2147] lr: 6.747e-02, eta: 4 days, 3:36:09, time: 1.674, data_time: 0.002, memory: 16628, top1_acc: 0.4496, top5_acc: 0.6871, loss_cls: 2.4688, loss: 2.4688, grad_norm: 2.4362 2021-01-25 11:32:17,291 - mmaction - INFO - Epoch [156][1740/2147] lr: 6.747e-02, eta: 4 days, 3:35:33, time: 1.487, data_time: 0.010, memory: 16628, top1_acc: 0.4330, top5_acc: 0.6674, loss_cls: 2.5736, loss: 2.5736, grad_norm: 2.3917 2021-01-25 11:32:47,065 - mmaction - INFO - Epoch [156][1760/2147] lr: 6.747e-02, eta: 4 days, 3:34:58, time: 1.491, data_time: 0.009, memory: 16628, top1_acc: 0.4147, top5_acc: 0.6674, loss_cls: 2.5641, loss: 2.5641, grad_norm: 2.5103 2021-01-25 11:33:19,033 - mmaction - INFO - Epoch [156][1780/2147] lr: 6.747e-02, eta: 4 days, 3:34:23, time: 1.582, data_time: 0.005, memory: 16628, top1_acc: 0.4134, top5_acc: 0.6768, loss_cls: 2.5933, loss: 2.5933, grad_norm: 2.5215 2021-01-25 11:33:50,300 - mmaction - INFO - Epoch [156][1800/2147] lr: 6.747e-02, eta: 4 days, 3:33:49, time: 1.578, data_time: 0.026, memory: 16628, top1_acc: 0.4312, top5_acc: 0.6732, loss_cls: 2.5586, loss: 2.5586, grad_norm: 2.4237 2021-01-25 11:34:18,902 - mmaction - INFO - Epoch [156][1820/2147] lr: 6.747e-02, eta: 4 days, 3:33:13, time: 1.433, data_time: 0.010, memory: 16628, top1_acc: 0.4433, top5_acc: 0.6924, loss_cls: 2.4608, loss: 2.4608, grad_norm: 2.4352 2021-01-25 11:34:49,003 - mmaction - INFO - Epoch [156][1840/2147] lr: 6.747e-02, eta: 4 days, 3:32:37, time: 1.505, data_time: 0.003, memory: 16628, top1_acc: 0.4254, top5_acc: 0.6964, loss_cls: 2.4908, loss: 2.4908, grad_norm: 2.4551 2021-01-25 11:35:17,556 - mmaction - INFO - Epoch [156][1860/2147] lr: 6.747e-02, eta: 4 days, 3:32:01, time: 1.426, data_time: 0.002, memory: 16628, top1_acc: 0.4214, top5_acc: 0.6585, loss_cls: 2.6235, loss: 2.6235, grad_norm: 2.4697 2021-01-25 11:35:48,049 - mmaction - INFO - Epoch [156][1880/2147] lr: 6.747e-02, eta: 4 days, 3:31:26, time: 1.526, data_time: 0.006, memory: 16628, top1_acc: 0.4219, top5_acc: 0.6777, loss_cls: 2.5427, loss: 2.5427, grad_norm: 2.4551 2021-01-25 11:36:19,497 - mmaction - INFO - Epoch [156][1900/2147] lr: 6.747e-02, eta: 4 days, 3:30:51, time: 1.570, data_time: 0.003, memory: 16628, top1_acc: 0.4455, top5_acc: 0.7049, loss_cls: 2.4424, loss: 2.4424, grad_norm: 2.4801 2021-01-25 11:36:50,529 - mmaction - INFO - Epoch [156][1920/2147] lr: 6.747e-02, eta: 4 days, 3:30:16, time: 1.554, data_time: 0.004, memory: 16628, top1_acc: 0.4223, top5_acc: 0.6692, loss_cls: 2.5940, loss: 2.5940, grad_norm: 2.5354 2021-01-25 11:37:20,461 - mmaction - INFO - Epoch [156][1940/2147] lr: 6.747e-02, eta: 4 days, 3:29:41, time: 1.495, data_time: 0.001, memory: 16628, top1_acc: 0.4196, top5_acc: 0.6781, loss_cls: 2.5664, loss: 2.5664, grad_norm: 2.5328 2021-01-25 11:37:54,903 - mmaction - INFO - Epoch [156][1960/2147] lr: 6.747e-02, eta: 4 days, 3:29:08, time: 1.713, data_time: 0.003, memory: 16628, top1_acc: 0.4272, top5_acc: 0.6741, loss_cls: 2.5212, loss: 2.5212, grad_norm: 2.5313 2021-01-25 11:38:25,336 - mmaction - INFO - Epoch [156][1980/2147] lr: 6.747e-02, eta: 4 days, 3:28:33, time: 1.521, data_time: 0.021, memory: 16628, top1_acc: 0.4272, top5_acc: 0.6723, loss_cls: 2.5719, loss: 2.5719, grad_norm: 2.4835 2021-01-25 11:38:56,014 - mmaction - INFO - Epoch [156][2000/2147] lr: 6.747e-02, eta: 4 days, 3:27:58, time: 1.546, data_time: 0.013, memory: 16628, top1_acc: 0.4254, top5_acc: 0.6714, loss_cls: 2.5752, loss: 2.5752, grad_norm: 2.4457 2021-01-25 11:39:25,107 - mmaction - INFO - Epoch [156][2020/2147] lr: 6.747e-02, eta: 4 days, 3:27:22, time: 1.453, data_time: 0.002, memory: 16628, top1_acc: 0.4312, top5_acc: 0.6862, loss_cls: 2.5341, loss: 2.5341, grad_norm: 2.3874 2021-01-25 11:39:59,152 - mmaction - INFO - Epoch [156][2040/2147] lr: 6.747e-02, eta: 4 days, 3:26:49, time: 1.697, data_time: 0.008, memory: 16628, top1_acc: 0.4170, top5_acc: 0.6585, loss_cls: 2.6062, loss: 2.6062, grad_norm: 2.4824 2021-01-25 11:40:29,449 - mmaction - INFO - Epoch [156][2060/2147] lr: 6.747e-02, eta: 4 days, 3:26:14, time: 1.518, data_time: 0.011, memory: 16628, top1_acc: 0.4165, top5_acc: 0.6710, loss_cls: 2.5612, loss: 2.5612, grad_norm: 2.4715 2021-01-25 11:40:58,519 - mmaction - INFO - Epoch [156][2080/2147] lr: 6.747e-02, eta: 4 days, 3:25:38, time: 1.457, data_time: 0.013, memory: 16628, top1_acc: 0.4290, top5_acc: 0.6728, loss_cls: 2.5563, loss: 2.5563, grad_norm: 2.4643 2021-01-25 11:41:27,447 - mmaction - INFO - Epoch [156][2100/2147] lr: 6.747e-02, eta: 4 days, 3:25:01, time: 1.446, data_time: 0.005, memory: 16628, top1_acc: 0.4129, top5_acc: 0.6513, loss_cls: 2.6716, loss: 2.6716, grad_norm: 2.5577 2021-01-25 11:42:06,251 - mmaction - INFO - Epoch [156][2120/2147] lr: 6.747e-02, eta: 4 days, 3:24:31, time: 1.934, data_time: 0.004, memory: 16628, top1_acc: 0.4121, top5_acc: 0.6866, loss_cls: 2.5701, loss: 2.5701, grad_norm: 2.4290 2021-01-25 11:42:35,019 - mmaction - INFO - Epoch [156][2140/2147] lr: 6.747e-02, eta: 4 days, 3:23:55, time: 1.446, data_time: 0.015, memory: 16628, top1_acc: 0.4250, top5_acc: 0.6705, loss_cls: 2.5669, loss: 2.5669, grad_norm: 2.3723 2021-01-25 11:43:06,038 - mmaction - INFO - Saving checkpoint at 156 epochs 2021-01-25 11:48:51,507 - mmaction - INFO - Epoch [157][20/2147] lr: 6.631e-02, eta: 4 days, 3:26:22, time: 17.178, data_time: 15.548, memory: 16628, top1_acc: 0.4379, top5_acc: 0.6844, loss_cls: 2.5333, loss: 2.5333, grad_norm: 2.4970 2021-01-25 11:49:26,376 - mmaction - INFO - Epoch [157][40/2147] lr: 6.631e-02, eta: 4 days, 3:25:49, time: 1.739, data_time: 0.008, memory: 16628, top1_acc: 0.4326, top5_acc: 0.6875, loss_cls: 2.5523, loss: 2.5523, grad_norm: 2.4815 2021-01-25 11:49:55,435 - mmaction - INFO - Epoch [157][60/2147] lr: 6.631e-02, eta: 4 days, 3:25:13, time: 1.454, data_time: 0.014, memory: 16628, top1_acc: 0.4384, top5_acc: 0.6777, loss_cls: 2.5049, loss: 2.5049, grad_norm: 2.4123 2021-01-25 11:50:24,401 - mmaction - INFO - Epoch [157][80/2147] lr: 6.631e-02, eta: 4 days, 3:24:37, time: 1.455, data_time: 0.014, memory: 16628, top1_acc: 0.4710, top5_acc: 0.6955, loss_cls: 2.4099, loss: 2.4099, grad_norm: 2.4256 2021-01-25 11:50:55,948 - mmaction - INFO - Epoch [157][100/2147] lr: 6.631e-02, eta: 4 days, 3:24:03, time: 1.575, data_time: 0.002, memory: 16628, top1_acc: 0.4554, top5_acc: 0.6942, loss_cls: 2.4345, loss: 2.4345, grad_norm: 2.4830 2021-01-25 11:51:25,289 - mmaction - INFO - Epoch [157][120/2147] lr: 6.631e-02, eta: 4 days, 3:23:27, time: 1.468, data_time: 0.004, memory: 16628, top1_acc: 0.4379, top5_acc: 0.6665, loss_cls: 2.5061, loss: 2.5061, grad_norm: 2.4545 2021-01-25 11:52:00,709 - mmaction - INFO - Epoch [157][140/2147] lr: 6.631e-02, eta: 4 days, 3:22:55, time: 1.766, data_time: 0.005, memory: 16628, top1_acc: 0.4312, top5_acc: 0.6728, loss_cls: 2.5706, loss: 2.5706, grad_norm: 2.4752 2021-01-25 11:52:30,882 - mmaction - INFO - Epoch [157][160/2147] lr: 6.631e-02, eta: 4 days, 3:22:19, time: 1.507, data_time: 0.010, memory: 16628, top1_acc: 0.4250, top5_acc: 0.6772, loss_cls: 2.5461, loss: 2.5461, grad_norm: 2.5269 2021-01-25 11:53:06,121 - mmaction - INFO - Epoch [157][180/2147] lr: 6.631e-02, eta: 4 days, 3:21:47, time: 1.764, data_time: 0.012, memory: 16628, top1_acc: 0.4393, top5_acc: 0.6763, loss_cls: 2.4862, loss: 2.4862, grad_norm: 2.4753 2021-01-25 11:53:40,334 - mmaction - INFO - Epoch [157][200/2147] lr: 6.631e-02, eta: 4 days, 3:21:14, time: 1.713, data_time: 0.012, memory: 16628, top1_acc: 0.4375, top5_acc: 0.6808, loss_cls: 2.5041, loss: 2.5041, grad_norm: 2.5204 2021-01-25 11:54:09,471 - mmaction - INFO - Epoch [157][220/2147] lr: 6.631e-02, eta: 4 days, 3:20:38, time: 1.457, data_time: 0.009, memory: 16628, top1_acc: 0.4277, top5_acc: 0.6759, loss_cls: 2.5440, loss: 2.5440, grad_norm: 2.5201 2021-01-25 11:54:38,672 - mmaction - INFO - Epoch [157][240/2147] lr: 6.631e-02, eta: 4 days, 3:20:02, time: 1.463, data_time: 0.006, memory: 16628, top1_acc: 0.4237, top5_acc: 0.6634, loss_cls: 2.6281, loss: 2.6281, grad_norm: 2.5619 2021-01-25 11:55:07,490 - mmaction - INFO - Epoch [157][260/2147] lr: 6.631e-02, eta: 4 days, 3:19:26, time: 1.441, data_time: 0.007, memory: 16628, top1_acc: 0.4219, top5_acc: 0.6705, loss_cls: 2.5914, loss: 2.5914, grad_norm: 2.4922 2021-01-25 11:55:38,956 - mmaction - INFO - Epoch [157][280/2147] lr: 6.631e-02, eta: 4 days, 3:18:51, time: 1.573, data_time: 0.007, memory: 16628, top1_acc: 0.4268, top5_acc: 0.6844, loss_cls: 2.5296, loss: 2.5296, grad_norm: 2.4847 2021-01-25 11:56:10,701 - mmaction - INFO - Epoch [157][300/2147] lr: 6.631e-02, eta: 4 days, 3:18:17, time: 1.585, data_time: 0.003, memory: 16628, top1_acc: 0.4125, top5_acc: 0.6513, loss_cls: 2.6416, loss: 2.6416, grad_norm: 2.4730 2021-01-25 11:56:52,850 - mmaction - INFO - Epoch [157][320/2147] lr: 6.631e-02, eta: 4 days, 3:17:49, time: 2.104, data_time: 0.016, memory: 16628, top1_acc: 0.4362, top5_acc: 0.6866, loss_cls: 2.4872, loss: 2.4872, grad_norm: 2.4512 2021-01-25 11:57:25,789 - mmaction - INFO - Epoch [157][340/2147] lr: 6.631e-02, eta: 4 days, 3:17:16, time: 1.646, data_time: 0.011, memory: 16628, top1_acc: 0.4339, top5_acc: 0.6853, loss_cls: 2.4720, loss: 2.4720, grad_norm: 2.4384 2021-01-25 11:57:55,520 - mmaction - INFO - Epoch [157][360/2147] lr: 6.631e-02, eta: 4 days, 3:16:40, time: 1.489, data_time: 0.010, memory: 16628, top1_acc: 0.4272, top5_acc: 0.6746, loss_cls: 2.5132, loss: 2.5132, grad_norm: 2.4878 2021-01-25 11:58:24,773 - mmaction - INFO - Epoch [157][380/2147] lr: 6.631e-02, eta: 4 days, 3:16:04, time: 1.454, data_time: 0.009, memory: 16628, top1_acc: 0.4228, top5_acc: 0.6701, loss_cls: 2.5800, loss: 2.5800, grad_norm: 2.4650 2021-01-25 11:58:54,115 - mmaction - INFO - Epoch [157][400/2147] lr: 6.631e-02, eta: 4 days, 3:15:28, time: 1.479, data_time: 0.015, memory: 16628, top1_acc: 0.4205, top5_acc: 0.6665, loss_cls: 2.5547, loss: 2.5547, grad_norm: 2.4387 2021-01-25 11:59:25,839 - mmaction - INFO - Epoch [157][420/2147] lr: 6.631e-02, eta: 4 days, 3:14:54, time: 1.585, data_time: 0.010, memory: 16628, top1_acc: 0.4433, top5_acc: 0.6737, loss_cls: 2.5320, loss: 2.5320, grad_norm: 2.4163 2021-01-25 11:59:56,185 - mmaction - INFO - Epoch [157][440/2147] lr: 6.631e-02, eta: 4 days, 3:14:19, time: 1.517, data_time: 0.010, memory: 16628, top1_acc: 0.4500, top5_acc: 0.6875, loss_cls: 2.4956, loss: 2.4956, grad_norm: 2.4130 2021-01-25 12:00:25,213 - mmaction - INFO - Epoch [157][460/2147] lr: 6.631e-02, eta: 4 days, 3:13:42, time: 1.450, data_time: 0.007, memory: 16628, top1_acc: 0.4263, top5_acc: 0.6812, loss_cls: 2.5482, loss: 2.5482, grad_norm: 2.4334 2021-01-25 12:00:59,289 - mmaction - INFO - Epoch [157][480/2147] lr: 6.631e-02, eta: 4 days, 3:13:10, time: 1.707, data_time: 0.008, memory: 16628, top1_acc: 0.4393, top5_acc: 0.6862, loss_cls: 2.4772, loss: 2.4772, grad_norm: 2.4131 2021-01-25 12:01:27,983 - mmaction - INFO - Epoch [157][500/2147] lr: 6.631e-02, eta: 4 days, 3:12:33, time: 1.435, data_time: 0.002, memory: 16628, top1_acc: 0.4317, top5_acc: 0.6741, loss_cls: 2.5464, loss: 2.5464, grad_norm: 2.4454 2021-01-25 12:01:57,457 - mmaction - INFO - Epoch [157][520/2147] lr: 6.631e-02, eta: 4 days, 3:11:57, time: 1.472, data_time: 0.002, memory: 16628, top1_acc: 0.4321, top5_acc: 0.6710, loss_cls: 2.5572, loss: 2.5572, grad_norm: 2.4278 2021-01-25 12:02:26,402 - mmaction - INFO - Epoch [157][540/2147] lr: 6.631e-02, eta: 4 days, 3:11:21, time: 1.448, data_time: 0.005, memory: 16628, top1_acc: 0.4397, top5_acc: 0.6906, loss_cls: 2.4500, loss: 2.4500, grad_norm: 2.3948 2021-01-25 12:02:59,852 - mmaction - INFO - Epoch [157][560/2147] lr: 6.631e-02, eta: 4 days, 3:10:48, time: 1.674, data_time: 0.004, memory: 16628, top1_acc: 0.4371, top5_acc: 0.6955, loss_cls: 2.4321, loss: 2.4321, grad_norm: 2.4636 2021-01-25 12:03:28,853 - mmaction - INFO - Epoch [157][580/2147] lr: 6.631e-02, eta: 4 days, 3:10:12, time: 1.450, data_time: 0.002, memory: 16628, top1_acc: 0.4540, top5_acc: 0.6951, loss_cls: 2.4204, loss: 2.4204, grad_norm: 2.4800 2021-01-25 12:03:57,601 - mmaction - INFO - Epoch [157][600/2147] lr: 6.631e-02, eta: 4 days, 3:09:36, time: 1.435, data_time: 0.004, memory: 16628, top1_acc: 0.4201, top5_acc: 0.6598, loss_cls: 2.5847, loss: 2.5847, grad_norm: 2.5523 2021-01-25 12:04:27,330 - mmaction - INFO - Epoch [157][620/2147] lr: 6.631e-02, eta: 4 days, 3:09:00, time: 1.487, data_time: 0.005, memory: 16628, top1_acc: 0.4210, top5_acc: 0.6665, loss_cls: 2.5950, loss: 2.5950, grad_norm: 2.5013 2021-01-25 12:04:55,873 - mmaction - INFO - Epoch [157][640/2147] lr: 6.631e-02, eta: 4 days, 3:08:24, time: 1.429, data_time: 0.008, memory: 16628, top1_acc: 0.4362, top5_acc: 0.6799, loss_cls: 2.5253, loss: 2.5253, grad_norm: 2.5098 2021-01-25 12:05:28,348 - mmaction - INFO - Epoch [157][660/2147] lr: 6.631e-02, eta: 4 days, 3:07:50, time: 1.622, data_time: 0.002, memory: 16628, top1_acc: 0.4326, top5_acc: 0.6835, loss_cls: 2.5142, loss: 2.5142, grad_norm: 2.4478 2021-01-25 12:06:02,560 - mmaction - INFO - Epoch [157][680/2147] lr: 6.631e-02, eta: 4 days, 3:07:17, time: 1.710, data_time: 0.005, memory: 16628, top1_acc: 0.4308, top5_acc: 0.6799, loss_cls: 2.5558, loss: 2.5558, grad_norm: 2.5357 2021-01-25 12:06:31,081 - mmaction - INFO - Epoch [157][700/2147] lr: 6.631e-02, eta: 4 days, 3:06:40, time: 1.427, data_time: 0.011, memory: 16628, top1_acc: 0.4196, top5_acc: 0.6813, loss_cls: 2.5360, loss: 2.5360, grad_norm: 2.4792 2021-01-25 12:07:03,033 - mmaction - INFO - Epoch [157][720/2147] lr: 6.631e-02, eta: 4 days, 3:06:06, time: 1.595, data_time: 0.011, memory: 16628, top1_acc: 0.4214, top5_acc: 0.6692, loss_cls: 2.5581, loss: 2.5581, grad_norm: 2.4437 2021-01-25 12:07:32,787 - mmaction - INFO - Epoch [157][740/2147] lr: 6.631e-02, eta: 4 days, 3:05:31, time: 1.492, data_time: 0.014, memory: 16628, top1_acc: 0.4317, top5_acc: 0.6737, loss_cls: 2.5192, loss: 2.5192, grad_norm: 2.4694 2021-01-25 12:08:06,269 - mmaction - INFO - Epoch [157][760/2147] lr: 6.631e-02, eta: 4 days, 3:04:57, time: 1.675, data_time: 0.003, memory: 16628, top1_acc: 0.4326, top5_acc: 0.6656, loss_cls: 2.5827, loss: 2.5827, grad_norm: 2.5224 2021-01-25 12:08:35,429 - mmaction - INFO - Epoch [157][780/2147] lr: 6.631e-02, eta: 4 days, 3:04:21, time: 1.457, data_time: 0.004, memory: 16628, top1_acc: 0.4402, top5_acc: 0.6759, loss_cls: 2.5024, loss: 2.5024, grad_norm: 2.4107 2021-01-25 12:09:06,490 - mmaction - INFO - Epoch [157][800/2147] lr: 6.631e-02, eta: 4 days, 3:03:46, time: 1.540, data_time: 0.008, memory: 16628, top1_acc: 0.4219, top5_acc: 0.6607, loss_cls: 2.5884, loss: 2.5884, grad_norm: 2.4648 2021-01-25 12:09:37,763 - mmaction - INFO - Epoch [157][820/2147] lr: 6.631e-02, eta: 4 days, 3:03:12, time: 1.571, data_time: 0.019, memory: 16628, top1_acc: 0.4196, top5_acc: 0.6772, loss_cls: 2.5504, loss: 2.5504, grad_norm: 2.4445 2021-01-25 12:10:07,978 - mmaction - INFO - Epoch [157][840/2147] lr: 6.631e-02, eta: 4 days, 3:02:36, time: 1.515, data_time: 0.008, memory: 16628, top1_acc: 0.4129, top5_acc: 0.6799, loss_cls: 2.5429, loss: 2.5429, grad_norm: 2.5283 2021-01-25 12:10:37,486 - mmaction - INFO - Epoch [157][860/2147] lr: 6.631e-02, eta: 4 days, 3:02:01, time: 1.474, data_time: 0.010, memory: 16628, top1_acc: 0.4420, top5_acc: 0.6844, loss_cls: 2.5529, loss: 2.5529, grad_norm: 2.5142 2021-01-25 12:11:07,613 - mmaction - INFO - Epoch [157][880/2147] lr: 6.631e-02, eta: 4 days, 3:01:25, time: 1.506, data_time: 0.006, memory: 16628, top1_acc: 0.4362, top5_acc: 0.6821, loss_cls: 2.4986, loss: 2.4986, grad_norm: 2.3718 2021-01-25 12:11:42,157 - mmaction - INFO - Epoch [157][900/2147] lr: 6.631e-02, eta: 4 days, 3:00:53, time: 1.730, data_time: 0.049, memory: 16628, top1_acc: 0.4281, top5_acc: 0.6777, loss_cls: 2.5317, loss: 2.5317, grad_norm: 2.4667 2021-01-25 12:12:11,229 - mmaction - INFO - Epoch [157][920/2147] lr: 6.631e-02, eta: 4 days, 3:00:17, time: 1.454, data_time: 0.014, memory: 16628, top1_acc: 0.4214, top5_acc: 0.6817, loss_cls: 2.5589, loss: 2.5589, grad_norm: 2.5056 2021-01-25 12:12:42,187 - mmaction - INFO - Epoch [157][940/2147] lr: 6.631e-02, eta: 4 days, 2:59:42, time: 1.544, data_time: 0.003, memory: 16628, top1_acc: 0.4321, top5_acc: 0.7000, loss_cls: 2.4658, loss: 2.4658, grad_norm: 2.4766 2021-01-25 12:13:11,064 - mmaction - INFO - Epoch [157][960/2147] lr: 6.631e-02, eta: 4 days, 2:59:06, time: 1.449, data_time: 0.009, memory: 16628, top1_acc: 0.4174, top5_acc: 0.6830, loss_cls: 2.5733, loss: 2.5733, grad_norm: 2.5225 2021-01-25 12:13:41,133 - mmaction - INFO - Epoch [157][980/2147] lr: 6.631e-02, eta: 4 days, 2:58:30, time: 1.498, data_time: 0.004, memory: 16628, top1_acc: 0.4196, top5_acc: 0.6647, loss_cls: 2.5609, loss: 2.5609, grad_norm: 2.4813 2021-01-25 12:14:11,566 - mmaction - INFO - Epoch [157][1000/2147] lr: 6.631e-02, eta: 4 days, 2:57:55, time: 1.525, data_time: 0.007, memory: 16628, top1_acc: 0.4170, top5_acc: 0.6701, loss_cls: 2.5879, loss: 2.5879, grad_norm: 2.5630 2021-01-25 12:14:45,613 - mmaction - INFO - Epoch [157][1020/2147] lr: 6.631e-02, eta: 4 days, 2:57:22, time: 1.703, data_time: 0.004, memory: 16628, top1_acc: 0.4379, top5_acc: 0.6830, loss_cls: 2.5449, loss: 2.5449, grad_norm: 2.4887 2021-01-25 12:15:14,223 - mmaction - INFO - Epoch [157][1040/2147] lr: 6.631e-02, eta: 4 days, 2:56:46, time: 1.431, data_time: 0.004, memory: 16628, top1_acc: 0.4348, top5_acc: 0.6853, loss_cls: 2.5066, loss: 2.5066, grad_norm: 2.4970 2021-01-25 12:15:42,850 - mmaction - INFO - Epoch [157][1060/2147] lr: 6.631e-02, eta: 4 days, 2:56:09, time: 1.428, data_time: 0.008, memory: 16628, top1_acc: 0.4210, top5_acc: 0.6705, loss_cls: 2.5360, loss: 2.5360, grad_norm: 2.5236 2021-01-25 12:16:16,527 - mmaction - INFO - Epoch [157][1080/2147] lr: 6.631e-02, eta: 4 days, 2:55:36, time: 1.684, data_time: 0.007, memory: 16628, top1_acc: 0.4263, top5_acc: 0.6701, loss_cls: 2.5495, loss: 2.5495, grad_norm: 2.4819 2021-01-25 12:16:54,639 - mmaction - INFO - Epoch [157][1100/2147] lr: 6.631e-02, eta: 4 days, 2:55:06, time: 1.900, data_time: 0.009, memory: 16628, top1_acc: 0.4384, top5_acc: 0.6580, loss_cls: 2.5821, loss: 2.5821, grad_norm: 2.4444 2021-01-25 12:17:23,887 - mmaction - INFO - Epoch [157][1120/2147] lr: 6.631e-02, eta: 4 days, 2:54:30, time: 1.466, data_time: 0.012, memory: 16628, top1_acc: 0.4366, top5_acc: 0.6799, loss_cls: 2.5213, loss: 2.5213, grad_norm: 2.4636 2021-01-25 12:17:52,932 - mmaction - INFO - Epoch [157][1140/2147] lr: 6.631e-02, eta: 4 days, 2:53:54, time: 1.455, data_time: 0.008, memory: 16628, top1_acc: 0.4241, top5_acc: 0.6781, loss_cls: 2.5359, loss: 2.5359, grad_norm: 2.4041 2021-01-25 12:18:23,929 - mmaction - INFO - Epoch [157][1160/2147] lr: 6.631e-02, eta: 4 days, 2:53:19, time: 1.549, data_time: 0.012, memory: 16628, top1_acc: 0.4478, top5_acc: 0.6804, loss_cls: 2.4696, loss: 2.4696, grad_norm: 2.4800 2021-01-25 12:18:53,365 - mmaction - INFO - Epoch [157][1180/2147] lr: 6.631e-02, eta: 4 days, 2:52:43, time: 1.473, data_time: 0.004, memory: 16628, top1_acc: 0.4201, top5_acc: 0.6768, loss_cls: 2.5509, loss: 2.5509, grad_norm: 2.4833 2021-01-25 12:19:27,507 - mmaction - INFO - Epoch [157][1200/2147] lr: 6.631e-02, eta: 4 days, 2:52:10, time: 1.706, data_time: 0.006, memory: 16628, top1_acc: 0.4183, top5_acc: 0.6683, loss_cls: 2.5990, loss: 2.5990, grad_norm: 2.4605 2021-01-25 12:19:58,052 - mmaction - INFO - Epoch [157][1220/2147] lr: 6.631e-02, eta: 4 days, 2:51:35, time: 1.529, data_time: 0.006, memory: 16628, top1_acc: 0.4107, top5_acc: 0.6759, loss_cls: 2.5565, loss: 2.5565, grad_norm: 2.4331 2021-01-25 12:20:29,100 - mmaction - INFO - Epoch [157][1240/2147] lr: 6.631e-02, eta: 4 days, 2:51:01, time: 1.552, data_time: 0.012, memory: 16628, top1_acc: 0.4402, top5_acc: 0.7018, loss_cls: 2.4510, loss: 2.4510, grad_norm: 2.4523 2021-01-25 12:21:00,747 - mmaction - INFO - Epoch [157][1260/2147] lr: 6.631e-02, eta: 4 days, 2:50:26, time: 1.577, data_time: 0.003, memory: 16628, top1_acc: 0.4254, top5_acc: 0.6768, loss_cls: 2.5368, loss: 2.5368, grad_norm: 2.4908 2021-01-25 12:21:31,539 - mmaction - INFO - Epoch [157][1280/2147] lr: 6.631e-02, eta: 4 days, 2:49:51, time: 1.545, data_time: 0.011, memory: 16628, top1_acc: 0.4156, top5_acc: 0.6670, loss_cls: 2.6000, loss: 2.6000, grad_norm: 2.5141 2021-01-25 12:22:05,926 - mmaction - INFO - Epoch [157][1300/2147] lr: 6.631e-02, eta: 4 days, 2:49:18, time: 1.719, data_time: 0.003, memory: 16628, top1_acc: 0.4094, top5_acc: 0.6683, loss_cls: 2.6203, loss: 2.6203, grad_norm: 2.4702 2021-01-25 12:22:36,739 - mmaction - INFO - Epoch [157][1320/2147] lr: 6.631e-02, eta: 4 days, 2:48:43, time: 1.540, data_time: 0.004, memory: 16628, top1_acc: 0.4446, top5_acc: 0.6955, loss_cls: 2.4583, loss: 2.4583, grad_norm: 2.4519 2021-01-25 12:23:11,946 - mmaction - INFO - Epoch [157][1340/2147] lr: 6.631e-02, eta: 4 days, 2:48:11, time: 1.761, data_time: 0.004, memory: 16628, top1_acc: 0.4143, top5_acc: 0.6723, loss_cls: 2.5433, loss: 2.5433, grad_norm: 2.4719 2021-01-25 12:23:43,457 - mmaction - INFO - Epoch [157][1360/2147] lr: 6.631e-02, eta: 4 days, 2:47:37, time: 1.575, data_time: 0.004, memory: 16628, top1_acc: 0.4192, top5_acc: 0.6683, loss_cls: 2.5568, loss: 2.5568, grad_norm: 2.4568 2021-01-25 12:24:12,331 - mmaction - INFO - Epoch [157][1380/2147] lr: 6.631e-02, eta: 4 days, 2:47:01, time: 1.445, data_time: 0.005, memory: 16628, top1_acc: 0.4313, top5_acc: 0.6638, loss_cls: 2.5810, loss: 2.5810, grad_norm: 2.4736 2021-01-25 12:24:41,307 - mmaction - INFO - Epoch [157][1400/2147] lr: 6.631e-02, eta: 4 days, 2:46:25, time: 1.450, data_time: 0.003, memory: 16628, top1_acc: 0.4161, top5_acc: 0.6719, loss_cls: 2.6089, loss: 2.6089, grad_norm: 2.5272 2021-01-25 12:25:10,256 - mmaction - INFO - Epoch [157][1420/2147] lr: 6.631e-02, eta: 4 days, 2:45:48, time: 1.446, data_time: 0.002, memory: 16628, top1_acc: 0.4201, top5_acc: 0.6701, loss_cls: 2.6056, loss: 2.6056, grad_norm: 2.4435 2021-01-25 12:25:39,089 - mmaction - INFO - Epoch [157][1440/2147] lr: 6.631e-02, eta: 4 days, 2:45:12, time: 1.443, data_time: 0.005, memory: 16628, top1_acc: 0.4415, top5_acc: 0.6875, loss_cls: 2.4758, loss: 2.4758, grad_norm: 2.3603 2021-01-25 12:26:09,257 - mmaction - INFO - Epoch [157][1460/2147] lr: 6.631e-02, eta: 4 days, 2:44:37, time: 1.504, data_time: 0.006, memory: 16628, top1_acc: 0.4326, top5_acc: 0.6821, loss_cls: 2.4990, loss: 2.4990, grad_norm: 2.4582 2021-01-25 12:26:44,619 - mmaction - INFO - Epoch [157][1480/2147] lr: 6.631e-02, eta: 4 days, 2:44:04, time: 1.727, data_time: 0.012, memory: 16628, top1_acc: 0.4290, top5_acc: 0.6857, loss_cls: 2.5215, loss: 2.5215, grad_norm: 2.4844 2021-01-25 12:27:15,821 - mmaction - INFO - Epoch [157][1500/2147] lr: 6.631e-02, eta: 4 days, 2:43:30, time: 1.604, data_time: 0.047, memory: 16628, top1_acc: 0.4397, top5_acc: 0.6826, loss_cls: 2.4733, loss: 2.4733, grad_norm: 2.3980 2021-01-25 12:27:46,852 - mmaction - INFO - Epoch [157][1520/2147] lr: 6.631e-02, eta: 4 days, 2:42:55, time: 1.544, data_time: 0.005, memory: 16628, top1_acc: 0.4237, top5_acc: 0.6670, loss_cls: 2.5442, loss: 2.5442, grad_norm: 2.5195 2021-01-25 12:28:15,508 - mmaction - INFO - Epoch [157][1540/2147] lr: 6.631e-02, eta: 4 days, 2:42:19, time: 1.432, data_time: 0.011, memory: 16628, top1_acc: 0.4188, top5_acc: 0.6679, loss_cls: 2.5658, loss: 2.5658, grad_norm: 2.4412 2021-01-25 12:28:44,456 - mmaction - INFO - Epoch [157][1560/2147] lr: 6.631e-02, eta: 4 days, 2:41:43, time: 1.455, data_time: 0.012, memory: 16628, top1_acc: 0.4388, top5_acc: 0.6987, loss_cls: 2.4324, loss: 2.4324, grad_norm: 2.4907 2021-01-25 12:29:13,581 - mmaction - INFO - Epoch [157][1580/2147] lr: 6.631e-02, eta: 4 days, 2:41:07, time: 1.455, data_time: 0.006, memory: 16628, top1_acc: 0.4125, top5_acc: 0.6580, loss_cls: 2.6285, loss: 2.6285, grad_norm: 2.6020 2021-01-25 12:29:43,945 - mmaction - INFO - Epoch [157][1600/2147] lr: 6.631e-02, eta: 4 days, 2:40:32, time: 1.521, data_time: 0.008, memory: 16628, top1_acc: 0.4250, top5_acc: 0.6835, loss_cls: 2.5389, loss: 2.5389, grad_norm: 2.4551 2021-01-25 12:30:13,570 - mmaction - INFO - Epoch [157][1620/2147] lr: 6.631e-02, eta: 4 days, 2:39:56, time: 1.481, data_time: 0.002, memory: 16628, top1_acc: 0.4134, top5_acc: 0.6826, loss_cls: 2.5539, loss: 2.5539, grad_norm: 2.4480 2021-01-25 12:30:43,564 - mmaction - INFO - Epoch [157][1640/2147] lr: 6.631e-02, eta: 4 days, 2:39:20, time: 1.496, data_time: 0.003, memory: 16628, top1_acc: 0.4339, top5_acc: 0.6790, loss_cls: 2.5168, loss: 2.5168, grad_norm: 2.4738 2021-01-25 12:31:16,160 - mmaction - INFO - Epoch [157][1660/2147] lr: 6.631e-02, eta: 4 days, 2:38:47, time: 1.631, data_time: 0.011, memory: 16628, top1_acc: 0.4313, top5_acc: 0.6683, loss_cls: 2.5190, loss: 2.5190, grad_norm: 2.5381 2021-01-25 12:31:55,784 - mmaction - INFO - Epoch [157][1680/2147] lr: 6.631e-02, eta: 4 days, 2:38:17, time: 1.979, data_time: 0.011, memory: 16628, top1_acc: 0.4429, top5_acc: 0.6844, loss_cls: 2.4927, loss: 2.4927, grad_norm: 2.4254 2021-01-25 12:32:25,478 - mmaction - INFO - Epoch [157][1700/2147] lr: 6.631e-02, eta: 4 days, 2:37:42, time: 1.487, data_time: 0.008, memory: 16628, top1_acc: 0.4371, top5_acc: 0.6737, loss_cls: 2.5440, loss: 2.5440, grad_norm: 2.4552 2021-01-25 12:32:56,984 - mmaction - INFO - Epoch [157][1720/2147] lr: 6.631e-02, eta: 4 days, 2:37:07, time: 1.577, data_time: 0.012, memory: 16628, top1_acc: 0.4018, top5_acc: 0.6656, loss_cls: 2.6402, loss: 2.6402, grad_norm: 2.5202 2021-01-25 12:33:31,424 - mmaction - INFO - Epoch [157][1740/2147] lr: 6.631e-02, eta: 4 days, 2:36:34, time: 1.716, data_time: 0.007, memory: 16628, top1_acc: 0.4379, top5_acc: 0.7022, loss_cls: 2.4214, loss: 2.4214, grad_norm: 2.4157 2021-01-25 12:34:03,467 - mmaction - INFO - Epoch [157][1760/2147] lr: 6.631e-02, eta: 4 days, 2:36:00, time: 1.608, data_time: 0.010, memory: 16628, top1_acc: 0.4330, top5_acc: 0.6839, loss_cls: 2.5223, loss: 2.5223, grad_norm: 2.5197 2021-01-25 12:34:32,932 - mmaction - INFO - Epoch [157][1780/2147] lr: 6.631e-02, eta: 4 days, 2:35:25, time: 1.473, data_time: 0.002, memory: 16628, top1_acc: 0.4219, top5_acc: 0.6750, loss_cls: 2.5271, loss: 2.5271, grad_norm: 2.4682 2021-01-25 12:35:02,737 - mmaction - INFO - Epoch [157][1800/2147] lr: 6.631e-02, eta: 4 days, 2:34:49, time: 1.478, data_time: 0.004, memory: 16628, top1_acc: 0.4393, top5_acc: 0.6875, loss_cls: 2.4827, loss: 2.4827, grad_norm: 2.4196 2021-01-25 12:35:33,301 - mmaction - INFO - Epoch [157][1820/2147] lr: 6.631e-02, eta: 4 days, 2:34:14, time: 1.532, data_time: 0.022, memory: 16628, top1_acc: 0.4482, top5_acc: 0.6826, loss_cls: 2.4699, loss: 2.4699, grad_norm: 2.4342 2021-01-25 12:36:02,181 - mmaction - INFO - Epoch [157][1840/2147] lr: 6.631e-02, eta: 4 days, 2:33:38, time: 1.452, data_time: 0.012, memory: 16628, top1_acc: 0.4286, top5_acc: 0.6728, loss_cls: 2.5636, loss: 2.5636, grad_norm: 2.4858 2021-01-25 12:36:34,106 - mmaction - INFO - Epoch [157][1860/2147] lr: 6.631e-02, eta: 4 days, 2:33:04, time: 1.593, data_time: 0.003, memory: 16628, top1_acc: 0.4165, top5_acc: 0.6647, loss_cls: 2.6018, loss: 2.6018, grad_norm: 2.4593 2021-01-25 12:37:06,010 - mmaction - INFO - Epoch [157][1880/2147] lr: 6.631e-02, eta: 4 days, 2:32:29, time: 1.595, data_time: 0.027, memory: 16628, top1_acc: 0.4321, top5_acc: 0.6964, loss_cls: 2.4882, loss: 2.4882, grad_norm: 2.4474 2021-01-25 12:37:34,929 - mmaction - INFO - Epoch [157][1900/2147] lr: 6.631e-02, eta: 4 days, 2:31:53, time: 1.448, data_time: 0.005, memory: 16628, top1_acc: 0.4241, top5_acc: 0.6795, loss_cls: 2.5568, loss: 2.5568, grad_norm: 2.5259 2021-01-25 12:38:04,370 - mmaction - INFO - Epoch [157][1920/2147] lr: 6.631e-02, eta: 4 days, 2:31:17, time: 1.471, data_time: 0.007, memory: 16628, top1_acc: 0.4504, top5_acc: 0.6924, loss_cls: 2.4549, loss: 2.4549, grad_norm: 2.4132 2021-01-25 12:38:33,168 - mmaction - INFO - Epoch [157][1940/2147] lr: 6.631e-02, eta: 4 days, 2:30:41, time: 1.442, data_time: 0.010, memory: 16628, top1_acc: 0.4205, top5_acc: 0.6603, loss_cls: 2.6180, loss: 2.6180, grad_norm: 2.5224 2021-01-25 12:39:02,752 - mmaction - INFO - Epoch [157][1960/2147] lr: 6.631e-02, eta: 4 days, 2:30:05, time: 1.476, data_time: 0.009, memory: 16628, top1_acc: 0.4192, top5_acc: 0.6598, loss_cls: 2.5896, loss: 2.5896, grad_norm: 2.5056 2021-01-25 12:39:36,025 - mmaction - INFO - Epoch [157][1980/2147] lr: 6.631e-02, eta: 4 days, 2:29:32, time: 1.659, data_time: 0.008, memory: 16628, top1_acc: 0.4317, top5_acc: 0.6857, loss_cls: 2.5346, loss: 2.5346, grad_norm: 2.4877 2021-01-25 12:40:07,560 - mmaction - INFO - Epoch [157][2000/2147] lr: 6.631e-02, eta: 4 days, 2:28:58, time: 1.580, data_time: 0.022, memory: 16628, top1_acc: 0.4446, top5_acc: 0.6884, loss_cls: 2.4997, loss: 2.4997, grad_norm: 2.4982 2021-01-25 12:40:37,858 - mmaction - INFO - Epoch [157][2020/2147] lr: 6.631e-02, eta: 4 days, 2:28:22, time: 1.518, data_time: 0.019, memory: 16628, top1_acc: 0.4250, top5_acc: 0.6763, loss_cls: 2.5770, loss: 2.5770, grad_norm: 2.4617 2021-01-25 12:41:09,839 - mmaction - INFO - Epoch [157][2040/2147] lr: 6.631e-02, eta: 4 days, 2:27:48, time: 1.598, data_time: 0.008, memory: 16628, top1_acc: 0.4250, top5_acc: 0.6598, loss_cls: 2.5923, loss: 2.5923, grad_norm: 2.4698 2021-01-25 12:41:46,214 - mmaction - INFO - Epoch [157][2060/2147] lr: 6.631e-02, eta: 4 days, 2:27:16, time: 1.752, data_time: 0.010, memory: 16628, top1_acc: 0.4143, top5_acc: 0.6585, loss_cls: 2.5869, loss: 2.5869, grad_norm: 2.5008 2021-01-25 12:42:18,402 - mmaction - INFO - Epoch [157][2080/2147] lr: 6.631e-02, eta: 4 days, 2:26:43, time: 1.680, data_time: 0.075, memory: 16628, top1_acc: 0.4317, top5_acc: 0.6728, loss_cls: 2.5207, loss: 2.5207, grad_norm: 2.5012 2021-01-25 12:42:55,522 - mmaction - INFO - Epoch [157][2100/2147] lr: 6.631e-02, eta: 4 days, 2:26:09, time: 1.657, data_time: 0.003, memory: 16628, top1_acc: 0.4295, top5_acc: 0.6768, loss_cls: 2.5170, loss: 2.5170, grad_norm: 2.4767 2021-01-25 12:43:28,782 - mmaction - INFO - Epoch [157][2120/2147] lr: 6.631e-02, eta: 4 days, 2:25:38, time: 1.861, data_time: 0.202, memory: 16628, top1_acc: 0.4205, top5_acc: 0.6777, loss_cls: 2.5873, loss: 2.5873, grad_norm: 2.4530 2021-01-25 12:43:57,219 - mmaction - INFO - Epoch [157][2140/2147] lr: 6.631e-02, eta: 4 days, 2:25:02, time: 1.423, data_time: 0.006, memory: 16628, top1_acc: 0.4353, top5_acc: 0.6746, loss_cls: 2.4866, loss: 2.4866, grad_norm: 2.4668 2021-01-25 12:50:16,236 - mmaction - INFO - Epoch [158][20/2147] lr: 6.516e-02, eta: 4 days, 2:27:26, time: 17.207, data_time: 15.347, memory: 16628, top1_acc: 0.4527, top5_acc: 0.6955, loss_cls: 2.4365, loss: 2.4365, grad_norm: 2.4752 2021-01-25 12:50:44,866 - mmaction - INFO - Epoch [158][40/2147] lr: 6.516e-02, eta: 4 days, 2:26:49, time: 1.431, data_time: 0.007, memory: 16628, top1_acc: 0.4232, top5_acc: 0.6768, loss_cls: 2.4920, loss: 2.4920, grad_norm: 2.5254 2021-01-25 12:51:14,637 - mmaction - INFO - Epoch [158][60/2147] lr: 6.516e-02, eta: 4 days, 2:26:14, time: 1.490, data_time: 0.008, memory: 16628, top1_acc: 0.4254, top5_acc: 0.6808, loss_cls: 2.5647, loss: 2.5647, grad_norm: 2.4622 2021-01-25 12:51:45,372 - mmaction - INFO - Epoch [158][80/2147] lr: 6.516e-02, eta: 4 days, 2:25:39, time: 1.537, data_time: 0.006, memory: 16628, top1_acc: 0.4299, top5_acc: 0.6839, loss_cls: 2.5025, loss: 2.5025, grad_norm: 2.4568 2021-01-25 12:52:21,550 - mmaction - INFO - Epoch [158][100/2147] lr: 6.516e-02, eta: 4 days, 2:25:07, time: 1.810, data_time: 0.019, memory: 16628, top1_acc: 0.4500, top5_acc: 0.7040, loss_cls: 2.4113, loss: 2.4113, grad_norm: 2.3972 2021-01-25 12:52:50,405 - mmaction - INFO - Epoch [158][120/2147] lr: 6.516e-02, eta: 4 days, 2:24:31, time: 1.442, data_time: 0.004, memory: 16628, top1_acc: 0.4330, top5_acc: 0.6853, loss_cls: 2.5324, loss: 2.5324, grad_norm: 2.5039 2021-01-25 12:53:21,565 - mmaction - INFO - Epoch [158][140/2147] lr: 6.516e-02, eta: 4 days, 2:23:56, time: 1.555, data_time: 0.003, memory: 16628, top1_acc: 0.4353, top5_acc: 0.6888, loss_cls: 2.4769, loss: 2.4769, grad_norm: 2.4498 2021-01-25 12:53:51,815 - mmaction - INFO - Epoch [158][160/2147] lr: 6.516e-02, eta: 4 days, 2:23:21, time: 1.516, data_time: 0.009, memory: 16628, top1_acc: 0.4393, top5_acc: 0.6737, loss_cls: 2.5382, loss: 2.5382, grad_norm: 2.4968 2021-01-25 12:54:21,979 - mmaction - INFO - Epoch [158][180/2147] lr: 6.516e-02, eta: 4 days, 2:22:45, time: 1.506, data_time: 0.003, memory: 16628, top1_acc: 0.4357, top5_acc: 0.6799, loss_cls: 2.5398, loss: 2.5398, grad_norm: 2.4690 2021-01-25 12:54:56,800 - mmaction - INFO - Epoch [158][200/2147] lr: 6.516e-02, eta: 4 days, 2:22:13, time: 1.741, data_time: 0.005, memory: 16628, top1_acc: 0.4304, top5_acc: 0.6786, loss_cls: 2.5011, loss: 2.5011, grad_norm: 2.4957 2021-01-25 12:55:25,682 - mmaction - INFO - Epoch [158][220/2147] lr: 6.516e-02, eta: 4 days, 2:21:37, time: 1.446, data_time: 0.005, memory: 16628, top1_acc: 0.4442, top5_acc: 0.6937, loss_cls: 2.4536, loss: 2.4536, grad_norm: 2.5202 2021-01-25 12:55:57,703 - mmaction - INFO - Epoch [158][240/2147] lr: 6.516e-02, eta: 4 days, 2:21:03, time: 1.601, data_time: 0.005, memory: 16628, top1_acc: 0.4290, top5_acc: 0.6683, loss_cls: 2.5362, loss: 2.5362, grad_norm: 2.5393 2021-01-25 12:56:26,852 - mmaction - INFO - Epoch [158][260/2147] lr: 6.516e-02, eta: 4 days, 2:20:27, time: 1.458, data_time: 0.005, memory: 16628, top1_acc: 0.4348, top5_acc: 0.6812, loss_cls: 2.5234, loss: 2.5234, grad_norm: 2.4514 2021-01-25 12:57:00,972 - mmaction - INFO - Epoch [158][280/2147] lr: 6.516e-02, eta: 4 days, 2:19:54, time: 1.706, data_time: 0.003, memory: 16628, top1_acc: 0.4330, top5_acc: 0.6701, loss_cls: 2.5617, loss: 2.5617, grad_norm: 2.4909 2021-01-25 12:57:32,472 - mmaction - INFO - Epoch [158][300/2147] lr: 6.516e-02, eta: 4 days, 2:19:19, time: 1.575, data_time: 0.003, memory: 16628, top1_acc: 0.4460, top5_acc: 0.7071, loss_cls: 2.4063, loss: 2.4063, grad_norm: 2.5105 2021-01-25 12:58:02,255 - mmaction - INFO - Epoch [158][320/2147] lr: 6.516e-02, eta: 4 days, 2:18:44, time: 1.489, data_time: 0.003, memory: 16628, top1_acc: 0.4504, top5_acc: 0.7031, loss_cls: 2.4100, loss: 2.4100, grad_norm: 2.4669 2021-01-25 12:58:31,370 - mmaction - INFO - Epoch [158][340/2147] lr: 6.516e-02, eta: 4 days, 2:18:08, time: 1.455, data_time: 0.002, memory: 16628, top1_acc: 0.4196, top5_acc: 0.6656, loss_cls: 2.5749, loss: 2.5749, grad_norm: 2.4966 2021-01-25 12:59:02,375 - mmaction - INFO - Epoch [158][360/2147] lr: 6.516e-02, eta: 4 days, 2:17:33, time: 1.549, data_time: 0.003, memory: 16628, top1_acc: 0.4357, top5_acc: 0.6942, loss_cls: 2.4776, loss: 2.4776, grad_norm: 2.4807 2021-01-25 12:59:31,445 - mmaction - INFO - Epoch [158][380/2147] lr: 6.516e-02, eta: 4 days, 2:16:57, time: 1.454, data_time: 0.005, memory: 16628, top1_acc: 0.4420, top5_acc: 0.6835, loss_cls: 2.4934, loss: 2.4934, grad_norm: 2.4824 2021-01-25 13:00:05,971 - mmaction - INFO - Epoch [158][400/2147] lr: 6.516e-02, eta: 4 days, 2:16:24, time: 1.725, data_time: 0.007, memory: 16628, top1_acc: 0.4277, top5_acc: 0.6808, loss_cls: 2.5137, loss: 2.5137, grad_norm: 2.5738 2021-01-25 13:00:36,825 - mmaction - INFO - Epoch [158][420/2147] lr: 6.516e-02, eta: 4 days, 2:15:49, time: 1.544, data_time: 0.005, memory: 16628, top1_acc: 0.4384, top5_acc: 0.6857, loss_cls: 2.4850, loss: 2.4850, grad_norm: 2.5139 2021-01-25 13:01:05,439 - mmaction - INFO - Epoch [158][440/2147] lr: 6.516e-02, eta: 4 days, 2:15:13, time: 1.430, data_time: 0.002, memory: 16628, top1_acc: 0.4254, top5_acc: 0.6696, loss_cls: 2.5579, loss: 2.5579, grad_norm: 2.5105 2021-01-25 13:01:41,130 - mmaction - INFO - Epoch [158][460/2147] lr: 6.516e-02, eta: 4 days, 2:14:40, time: 1.715, data_time: 0.102, memory: 16628, top1_acc: 0.4482, top5_acc: 0.6924, loss_cls: 2.4575, loss: 2.4575, grad_norm: 2.4324 2021-01-25 13:02:12,144 - mmaction - INFO - Epoch [158][480/2147] lr: 6.516e-02, eta: 4 days, 2:14:06, time: 1.615, data_time: 0.072, memory: 16628, top1_acc: 0.4482, top5_acc: 0.6920, loss_cls: 2.4758, loss: 2.4758, grad_norm: 2.5118 2021-01-25 13:02:43,268 - mmaction - INFO - Epoch [158][500/2147] lr: 6.516e-02, eta: 4 days, 2:13:31, time: 1.561, data_time: 0.012, memory: 16628, top1_acc: 0.4348, top5_acc: 0.6790, loss_cls: 2.5362, loss: 2.5362, grad_norm: 2.5496 2021-01-25 13:03:12,438 - mmaction - INFO - Epoch [158][520/2147] lr: 6.516e-02, eta: 4 days, 2:12:55, time: 1.457, data_time: 0.005, memory: 16628, top1_acc: 0.4326, top5_acc: 0.6848, loss_cls: 2.5089, loss: 2.5089, grad_norm: 2.4975 2021-01-25 13:03:47,396 - mmaction - INFO - Epoch [158][540/2147] lr: 6.516e-02, eta: 4 days, 2:12:23, time: 1.748, data_time: 0.008, memory: 16628, top1_acc: 0.4205, top5_acc: 0.6781, loss_cls: 2.5705, loss: 2.5705, grad_norm: 2.5794 2021-01-25 13:04:19,706 - mmaction - INFO - Epoch [158][560/2147] lr: 6.516e-02, eta: 4 days, 2:11:49, time: 1.615, data_time: 0.007, memory: 16628, top1_acc: 0.4188, top5_acc: 0.6897, loss_cls: 2.5240, loss: 2.5240, grad_norm: 2.6017 2021-01-25 13:04:49,301 - mmaction - INFO - Epoch [158][580/2147] lr: 6.516e-02, eta: 4 days, 2:11:13, time: 1.481, data_time: 0.007, memory: 16628, top1_acc: 0.4121, top5_acc: 0.6616, loss_cls: 2.6025, loss: 2.6025, grad_norm: 2.5917 2021-01-25 13:05:19,045 - mmaction - INFO - Epoch [158][600/2147] lr: 6.516e-02, eta: 4 days, 2:10:38, time: 1.488, data_time: 0.005, memory: 16628, top1_acc: 0.4446, top5_acc: 0.6875, loss_cls: 2.4769, loss: 2.4769, grad_norm: 2.4639 2021-01-25 13:05:51,016 - mmaction - INFO - Epoch [158][620/2147] lr: 6.516e-02, eta: 4 days, 2:10:03, time: 1.592, data_time: 0.004, memory: 16628, top1_acc: 0.4491, top5_acc: 0.6955, loss_cls: 2.4510, loss: 2.4510, grad_norm: 2.4469 2021-01-25 13:06:20,456 - mmaction - INFO - Epoch [158][640/2147] lr: 6.516e-02, eta: 4 days, 2:09:28, time: 1.476, data_time: 0.010, memory: 16628, top1_acc: 0.4313, top5_acc: 0.6844, loss_cls: 2.5341, loss: 2.5341, grad_norm: 2.5124 2021-01-25 13:06:55,092 - mmaction - INFO - Epoch [158][660/2147] lr: 6.516e-02, eta: 4 days, 2:08:55, time: 1.729, data_time: 0.005, memory: 16628, top1_acc: 0.4254, top5_acc: 0.6750, loss_cls: 2.5324, loss: 2.5324, grad_norm: 2.4662 2021-01-25 13:07:25,561 - mmaction - INFO - Epoch [158][680/2147] lr: 6.516e-02, eta: 4 days, 2:08:20, time: 1.526, data_time: 0.010, memory: 16628, top1_acc: 0.4263, top5_acc: 0.6862, loss_cls: 2.5229, loss: 2.5229, grad_norm: 2.5233 2021-01-25 13:07:56,720 - mmaction - INFO - Epoch [158][700/2147] lr: 6.516e-02, eta: 4 days, 2:07:45, time: 1.558, data_time: 0.007, memory: 16628, top1_acc: 0.4232, top5_acc: 0.6719, loss_cls: 2.5671, loss: 2.5671, grad_norm: 2.5021 2021-01-25 13:08:25,955 - mmaction - INFO - Epoch [158][720/2147] lr: 6.516e-02, eta: 4 days, 2:07:09, time: 1.464, data_time: 0.007, memory: 16628, top1_acc: 0.4339, top5_acc: 0.6888, loss_cls: 2.4942, loss: 2.4942, grad_norm: 2.5448 2021-01-25 13:08:57,121 - mmaction - INFO - Epoch [158][740/2147] lr: 6.516e-02, eta: 4 days, 2:06:35, time: 1.551, data_time: 0.003, memory: 16628, top1_acc: 0.4348, top5_acc: 0.6857, loss_cls: 2.5462, loss: 2.5462, grad_norm: 2.5807 2021-01-25 13:09:30,242 - mmaction - INFO - Epoch [158][760/2147] lr: 6.516e-02, eta: 4 days, 2:06:01, time: 1.656, data_time: 0.011, memory: 16628, top1_acc: 0.4536, top5_acc: 0.6911, loss_cls: 2.3899, loss: 2.3899, grad_norm: 2.4553 2021-01-25 13:10:00,037 - mmaction - INFO - Epoch [158][780/2147] lr: 6.516e-02, eta: 4 days, 2:05:26, time: 1.496, data_time: 0.014, memory: 16628, top1_acc: 0.4268, top5_acc: 0.6772, loss_cls: 2.5175, loss: 2.5175, grad_norm: 2.5808 2021-01-25 13:10:30,720 - mmaction - INFO - Epoch [158][800/2147] lr: 6.516e-02, eta: 4 days, 2:04:51, time: 1.534, data_time: 0.004, memory: 16628, top1_acc: 0.4326, top5_acc: 0.6754, loss_cls: 2.5259, loss: 2.5259, grad_norm: 2.5468 2021-01-25 13:11:01,744 - mmaction - INFO - Epoch [158][820/2147] lr: 6.516e-02, eta: 4 days, 2:04:16, time: 1.552, data_time: 0.008, memory: 16628, top1_acc: 0.4250, top5_acc: 0.6580, loss_cls: 2.5454, loss: 2.5454, grad_norm: 2.5450 2021-01-25 13:11:31,425 - mmaction - INFO - Epoch [158][840/2147] lr: 6.516e-02, eta: 4 days, 2:03:40, time: 1.482, data_time: 0.015, memory: 16628, top1_acc: 0.4272, top5_acc: 0.6732, loss_cls: 2.5528, loss: 2.5528, grad_norm: 2.5398 2021-01-25 13:12:08,144 - mmaction - INFO - Epoch [158][860/2147] lr: 6.516e-02, eta: 4 days, 2:03:09, time: 1.838, data_time: 0.005, memory: 16628, top1_acc: 0.4357, top5_acc: 0.6759, loss_cls: 2.5748, loss: 2.5748, grad_norm: 2.5024 2021-01-25 13:12:39,692 - mmaction - INFO - Epoch [158][880/2147] lr: 6.516e-02, eta: 4 days, 2:02:34, time: 1.578, data_time: 0.024, memory: 16628, top1_acc: 0.4232, top5_acc: 0.6844, loss_cls: 2.5405, loss: 2.5405, grad_norm: 2.4431 2021-01-25 13:13:08,423 - mmaction - INFO - Epoch [158][900/2147] lr: 6.516e-02, eta: 4 days, 2:01:58, time: 1.432, data_time: 0.005, memory: 16628, top1_acc: 0.4424, top5_acc: 0.6835, loss_cls: 2.4889, loss: 2.4889, grad_norm: 2.4985 2021-01-25 13:13:37,074 - mmaction - INFO - Epoch [158][920/2147] lr: 6.516e-02, eta: 4 days, 2:01:22, time: 1.435, data_time: 0.006, memory: 16628, top1_acc: 0.4549, top5_acc: 0.6942, loss_cls: 2.4451, loss: 2.4451, grad_norm: 2.4466 2021-01-25 13:14:06,349 - mmaction - INFO - Epoch [158][940/2147] lr: 6.516e-02, eta: 4 days, 2:00:46, time: 1.463, data_time: 0.005, memory: 16628, top1_acc: 0.4437, top5_acc: 0.6893, loss_cls: 2.4969, loss: 2.4969, grad_norm: 2.4817 2021-01-25 13:14:35,209 - mmaction - INFO - Epoch [158][960/2147] lr: 6.516e-02, eta: 4 days, 2:00:10, time: 1.446, data_time: 0.009, memory: 16628, top1_acc: 0.4299, top5_acc: 0.6844, loss_cls: 2.5158, loss: 2.5158, grad_norm: 2.4290 2021-01-25 13:15:09,866 - mmaction - INFO - Epoch [158][980/2147] lr: 6.516e-02, eta: 4 days, 1:59:37, time: 1.731, data_time: 0.005, memory: 16628, top1_acc: 0.4187, top5_acc: 0.6786, loss_cls: 2.5664, loss: 2.5664, grad_norm: 2.5398 2021-01-25 13:15:41,459 - mmaction - INFO - Epoch [158][1000/2147] lr: 6.516e-02, eta: 4 days, 1:59:03, time: 1.582, data_time: 0.005, memory: 16628, top1_acc: 0.4411, top5_acc: 0.6906, loss_cls: 2.4570, loss: 2.4570, grad_norm: 2.4972 2021-01-25 13:16:09,843 - mmaction - INFO - Epoch [158][1020/2147] lr: 6.516e-02, eta: 4 days, 1:58:26, time: 1.418, data_time: 0.006, memory: 16628, top1_acc: 0.4228, top5_acc: 0.6817, loss_cls: 2.5009, loss: 2.5009, grad_norm: 2.5152 2021-01-25 13:16:41,556 - mmaction - INFO - Epoch [158][1040/2147] lr: 6.516e-02, eta: 4 days, 1:57:52, time: 1.580, data_time: 0.004, memory: 16628, top1_acc: 0.4326, top5_acc: 0.6808, loss_cls: 2.5074, loss: 2.5074, grad_norm: 2.5822 2021-01-25 13:17:11,464 - mmaction - INFO - Epoch [158][1060/2147] lr: 6.516e-02, eta: 4 days, 1:57:17, time: 1.504, data_time: 0.055, memory: 16628, top1_acc: 0.4268, top5_acc: 0.6768, loss_cls: 2.5286, loss: 2.5286, grad_norm: 2.5459 2021-01-25 13:17:43,966 - mmaction - INFO - Epoch [158][1080/2147] lr: 6.516e-02, eta: 4 days, 1:56:43, time: 1.622, data_time: 0.002, memory: 16628, top1_acc: 0.4219, top5_acc: 0.6741, loss_cls: 2.5709, loss: 2.5709, grad_norm: 2.5156 2021-01-25 13:18:14,966 - mmaction - INFO - Epoch [158][1100/2147] lr: 6.516e-02, eta: 4 days, 1:56:08, time: 1.549, data_time: 0.012, memory: 16628, top1_acc: 0.4281, top5_acc: 0.6790, loss_cls: 2.5481, loss: 2.5481, grad_norm: 2.5133 2021-01-25 13:18:45,846 - mmaction - INFO - Epoch [158][1120/2147] lr: 6.516e-02, eta: 4 days, 1:55:33, time: 1.549, data_time: 0.017, memory: 16628, top1_acc: 0.4384, top5_acc: 0.6772, loss_cls: 2.4945, loss: 2.4945, grad_norm: 2.4068 2021-01-25 13:19:18,690 - mmaction - INFO - Epoch [158][1140/2147] lr: 6.516e-02, eta: 4 days, 1:54:59, time: 1.641, data_time: 0.003, memory: 16628, top1_acc: 0.4286, top5_acc: 0.6656, loss_cls: 2.5483, loss: 2.5483, grad_norm: 2.4982 2021-01-25 13:19:47,268 - mmaction - INFO - Epoch [158][1160/2147] lr: 6.516e-02, eta: 4 days, 1:54:23, time: 1.429, data_time: 0.003, memory: 16628, top1_acc: 0.4290, top5_acc: 0.6719, loss_cls: 2.5770, loss: 2.5770, grad_norm: 2.5938 2021-01-25 13:20:18,203 - mmaction - INFO - Epoch [158][1180/2147] lr: 6.516e-02, eta: 4 days, 1:53:48, time: 1.545, data_time: 0.014, memory: 16628, top1_acc: 0.4067, top5_acc: 0.6576, loss_cls: 2.6392, loss: 2.6392, grad_norm: 2.5232 2021-01-25 13:20:51,392 - mmaction - INFO - Epoch [158][1200/2147] lr: 6.516e-02, eta: 4 days, 1:53:15, time: 1.659, data_time: 0.005, memory: 16628, top1_acc: 0.4527, top5_acc: 0.6884, loss_cls: 2.4897, loss: 2.4897, grad_norm: 2.4867 2021-01-25 13:21:21,427 - mmaction - INFO - Epoch [158][1220/2147] lr: 6.516e-02, eta: 4 days, 1:52:39, time: 1.504, data_time: 0.005, memory: 16628, top1_acc: 0.4371, top5_acc: 0.6862, loss_cls: 2.5181, loss: 2.5181, grad_norm: 2.5547 2021-01-25 13:21:53,497 - mmaction - INFO - Epoch [158][1240/2147] lr: 6.516e-02, eta: 4 days, 1:52:05, time: 1.602, data_time: 0.004, memory: 16628, top1_acc: 0.4406, top5_acc: 0.6830, loss_cls: 2.4592, loss: 2.4592, grad_norm: 2.5002 2021-01-25 13:22:24,418 - mmaction - INFO - Epoch [158][1260/2147] lr: 6.516e-02, eta: 4 days, 1:51:30, time: 1.547, data_time: 0.005, memory: 16628, top1_acc: 0.4393, top5_acc: 0.6969, loss_cls: 2.4705, loss: 2.4705, grad_norm: 2.5978 2021-01-25 13:22:53,601 - mmaction - INFO - Epoch [158][1280/2147] lr: 6.516e-02, eta: 4 days, 1:50:54, time: 1.461, data_time: 0.006, memory: 16628, top1_acc: 0.4384, top5_acc: 0.7063, loss_cls: 2.4455, loss: 2.4455, grad_norm: 2.5515 2021-01-25 13:23:24,171 - mmaction - INFO - Epoch [158][1300/2147] lr: 6.516e-02, eta: 4 days, 1:50:19, time: 1.526, data_time: 0.002, memory: 16628, top1_acc: 0.4179, top5_acc: 0.6862, loss_cls: 2.5333, loss: 2.5333, grad_norm: 2.5629 2021-01-25 13:23:52,898 - mmaction - INFO - Epoch [158][1320/2147] lr: 6.516e-02, eta: 4 days, 1:49:43, time: 1.437, data_time: 0.007, memory: 16628, top1_acc: 0.4277, top5_acc: 0.6768, loss_cls: 2.5437, loss: 2.5437, grad_norm: 2.4486 2021-01-25 13:24:22,193 - mmaction - INFO - Epoch [158][1340/2147] lr: 6.516e-02, eta: 4 days, 1:49:07, time: 1.464, data_time: 0.004, memory: 16628, top1_acc: 0.4330, top5_acc: 0.6955, loss_cls: 2.5227, loss: 2.5227, grad_norm: 2.4914 2021-01-25 13:24:52,262 - mmaction - INFO - Epoch [158][1360/2147] lr: 6.516e-02, eta: 4 days, 1:48:32, time: 1.500, data_time: 0.005, memory: 16628, top1_acc: 0.4344, top5_acc: 0.6754, loss_cls: 2.5138, loss: 2.5138, grad_norm: 2.4763 2021-01-25 13:25:23,804 - mmaction - INFO - Epoch [158][1380/2147] lr: 6.516e-02, eta: 4 days, 1:47:57, time: 1.582, data_time: 0.017, memory: 16628, top1_acc: 0.4393, top5_acc: 0.6790, loss_cls: 2.5199, loss: 2.5199, grad_norm: 2.4722 2021-01-25 13:25:54,516 - mmaction - INFO - Epoch [158][1400/2147] lr: 6.516e-02, eta: 4 days, 1:47:22, time: 1.530, data_time: 0.002, memory: 16628, top1_acc: 0.4308, top5_acc: 0.6741, loss_cls: 2.5557, loss: 2.5557, grad_norm: 2.4634 2021-01-25 13:26:24,280 - mmaction - INFO - Epoch [158][1420/2147] lr: 6.516e-02, eta: 4 days, 1:46:47, time: 1.493, data_time: 0.007, memory: 16628, top1_acc: 0.4411, top5_acc: 0.6804, loss_cls: 2.4519, loss: 2.4519, grad_norm: 2.5355 2021-01-25 13:26:59,247 - mmaction - INFO - Epoch [158][1440/2147] lr: 6.516e-02, eta: 4 days, 1:46:14, time: 1.743, data_time: 0.005, memory: 16628, top1_acc: 0.4277, top5_acc: 0.6781, loss_cls: 2.5425, loss: 2.5425, grad_norm: 2.5598 2021-01-25 13:27:27,676 - mmaction - INFO - Epoch [158][1460/2147] lr: 6.516e-02, eta: 4 days, 1:45:38, time: 1.427, data_time: 0.013, memory: 16628, top1_acc: 0.4246, top5_acc: 0.6768, loss_cls: 2.5303, loss: 2.5303, grad_norm: 2.5034 2021-01-25 13:27:56,872 - mmaction - INFO - Epoch [158][1480/2147] lr: 6.516e-02, eta: 4 days, 1:45:02, time: 1.458, data_time: 0.003, memory: 16628, top1_acc: 0.4268, top5_acc: 0.6701, loss_cls: 2.5836, loss: 2.5836, grad_norm: 2.5321 2021-01-25 13:28:26,891 - mmaction - INFO - Epoch [158][1500/2147] lr: 6.516e-02, eta: 4 days, 1:44:27, time: 1.501, data_time: 0.008, memory: 16628, top1_acc: 0.4339, top5_acc: 0.6897, loss_cls: 2.4774, loss: 2.4774, grad_norm: 2.4767 2021-01-25 13:28:56,579 - mmaction - INFO - Epoch [158][1520/2147] lr: 6.516e-02, eta: 4 days, 1:43:51, time: 1.486, data_time: 0.004, memory: 16628, top1_acc: 0.4232, top5_acc: 0.6705, loss_cls: 2.5199, loss: 2.5199, grad_norm: 2.4791 2021-01-25 13:29:25,959 - mmaction - INFO - Epoch [158][1540/2147] lr: 6.516e-02, eta: 4 days, 1:43:15, time: 1.464, data_time: 0.002, memory: 16628, top1_acc: 0.4152, top5_acc: 0.6629, loss_cls: 2.5631, loss: 2.5631, grad_norm: 2.4463 2021-01-25 13:29:56,690 - mmaction - INFO - Epoch [158][1560/2147] lr: 6.516e-02, eta: 4 days, 1:42:40, time: 1.537, data_time: 0.007, memory: 16628, top1_acc: 0.4246, top5_acc: 0.6674, loss_cls: 2.6080, loss: 2.6080, grad_norm: 2.6545 2021-01-25 13:30:25,729 - mmaction - INFO - Epoch [158][1580/2147] lr: 6.516e-02, eta: 4 days, 1:42:04, time: 1.454, data_time: 0.008, memory: 16628, top1_acc: 0.4281, top5_acc: 0.6732, loss_cls: 2.5367, loss: 2.5367, grad_norm: 2.5479 2021-01-25 13:30:55,800 - mmaction - INFO - Epoch [158][1600/2147] lr: 6.516e-02, eta: 4 days, 1:41:29, time: 1.505, data_time: 0.004, memory: 16628, top1_acc: 0.4232, top5_acc: 0.6844, loss_cls: 2.5460, loss: 2.5460, grad_norm: 2.5527 2021-01-25 13:31:27,779 - mmaction - INFO - Epoch [158][1620/2147] lr: 6.516e-02, eta: 4 days, 1:40:55, time: 1.600, data_time: 0.007, memory: 16628, top1_acc: 0.4357, top5_acc: 0.6714, loss_cls: 2.5692, loss: 2.5692, grad_norm: 2.5341 2021-01-25 13:31:59,139 - mmaction - INFO - Epoch [158][1640/2147] lr: 6.516e-02, eta: 4 days, 1:40:20, time: 1.568, data_time: 0.003, memory: 16628, top1_acc: 0.4241, top5_acc: 0.6598, loss_cls: 2.5872, loss: 2.5872, grad_norm: 2.5703 2021-01-25 13:32:27,472 - mmaction - INFO - Epoch [158][1660/2147] lr: 6.516e-02, eta: 4 days, 1:39:44, time: 1.415, data_time: 0.002, memory: 16628, top1_acc: 0.4143, top5_acc: 0.6701, loss_cls: 2.5550, loss: 2.5550, grad_norm: 2.5257 2021-01-25 13:32:56,280 - mmaction - INFO - Epoch [158][1680/2147] lr: 6.516e-02, eta: 4 days, 1:39:07, time: 1.443, data_time: 0.003, memory: 16628, top1_acc: 0.4500, top5_acc: 0.6964, loss_cls: 2.4394, loss: 2.4394, grad_norm: 2.4514 2021-01-25 13:33:26,298 - mmaction - INFO - Epoch [158][1700/2147] lr: 6.516e-02, eta: 4 days, 1:38:32, time: 1.500, data_time: 0.008, memory: 16628, top1_acc: 0.4371, top5_acc: 0.6862, loss_cls: 2.5162, loss: 2.5162, grad_norm: 2.4294 2021-01-25 13:33:56,609 - mmaction - INFO - Epoch [158][1720/2147] lr: 6.516e-02, eta: 4 days, 1:37:57, time: 1.516, data_time: 0.004, memory: 16628, top1_acc: 0.4616, top5_acc: 0.6920, loss_cls: 2.4691, loss: 2.4691, grad_norm: 2.4831 2021-01-25 13:34:27,763 - mmaction - INFO - Epoch [158][1740/2147] lr: 6.516e-02, eta: 4 days, 1:37:22, time: 1.553, data_time: 0.001, memory: 16628, top1_acc: 0.4299, top5_acc: 0.6790, loss_cls: 2.5093, loss: 2.5093, grad_norm: 2.4874 2021-01-25 13:34:58,084 - mmaction - INFO - Epoch [158][1760/2147] lr: 6.516e-02, eta: 4 days, 1:36:47, time: 1.512, data_time: 0.008, memory: 16628, top1_acc: 0.4045, top5_acc: 0.6683, loss_cls: 2.6182, loss: 2.6182, grad_norm: 2.5663 2021-01-25 13:35:30,448 - mmaction - INFO - Epoch [158][1780/2147] lr: 6.516e-02, eta: 4 days, 1:36:13, time: 1.625, data_time: 0.018, memory: 16628, top1_acc: 0.4210, top5_acc: 0.6652, loss_cls: 2.5929, loss: 2.5929, grad_norm: 2.5668 2021-01-25 13:36:00,914 - mmaction - INFO - Epoch [158][1800/2147] lr: 6.516e-02, eta: 4 days, 1:35:38, time: 1.511, data_time: 0.006, memory: 16628, top1_acc: 0.4250, top5_acc: 0.6612, loss_cls: 2.5595, loss: 2.5595, grad_norm: 2.4360 2021-01-25 13:36:33,305 - mmaction - INFO - Epoch [158][1820/2147] lr: 6.516e-02, eta: 4 days, 1:35:03, time: 1.586, data_time: 0.024, memory: 16628, top1_acc: 0.4183, top5_acc: 0.6812, loss_cls: 2.5399, loss: 2.5399, grad_norm: 2.5087 2021-01-25 13:37:04,678 - mmaction - INFO - Epoch [158][1840/2147] lr: 6.516e-02, eta: 4 days, 1:34:29, time: 1.612, data_time: 0.066, memory: 16628, top1_acc: 0.4143, top5_acc: 0.6696, loss_cls: 2.5781, loss: 2.5781, grad_norm: 2.5897 2021-01-25 13:37:34,975 - mmaction - INFO - Epoch [158][1860/2147] lr: 6.516e-02, eta: 4 days, 1:33:54, time: 1.513, data_time: 0.013, memory: 16628, top1_acc: 0.4040, top5_acc: 0.6545, loss_cls: 2.6405, loss: 2.6405, grad_norm: 2.4873 2021-01-25 13:38:03,803 - mmaction - INFO - Epoch [158][1880/2147] lr: 6.516e-02, eta: 4 days, 1:33:18, time: 1.446, data_time: 0.007, memory: 16628, top1_acc: 0.4393, top5_acc: 0.6862, loss_cls: 2.4777, loss: 2.4777, grad_norm: 2.4270 2021-01-25 13:38:36,197 - mmaction - INFO - Epoch [158][1900/2147] lr: 6.516e-02, eta: 4 days, 1:32:44, time: 1.611, data_time: 0.004, memory: 16628, top1_acc: 0.4312, top5_acc: 0.6813, loss_cls: 2.5456, loss: 2.5456, grad_norm: 2.4915 2021-01-25 13:39:05,267 - mmaction - INFO - Epoch [158][1920/2147] lr: 6.516e-02, eta: 4 days, 1:32:08, time: 1.462, data_time: 0.014, memory: 16628, top1_acc: 0.4473, top5_acc: 0.6960, loss_cls: 2.4675, loss: 2.4675, grad_norm: 2.5586 2021-01-25 13:39:35,234 - mmaction - INFO - Epoch [158][1940/2147] lr: 6.516e-02, eta: 4 days, 1:31:32, time: 1.497, data_time: 0.003, memory: 16628, top1_acc: 0.4125, top5_acc: 0.6759, loss_cls: 2.5949, loss: 2.5949, grad_norm: 2.5685 2021-01-25 13:40:03,711 - mmaction - INFO - Epoch [158][1960/2147] lr: 6.516e-02, eta: 4 days, 1:30:56, time: 1.426, data_time: 0.006, memory: 16628, top1_acc: 0.4263, top5_acc: 0.6812, loss_cls: 2.5002, loss: 2.5002, grad_norm: 2.4909 2021-01-25 13:40:34,429 - mmaction - INFO - Epoch [158][1980/2147] lr: 6.516e-02, eta: 4 days, 1:30:21, time: 1.535, data_time: 0.004, memory: 16628, top1_acc: 0.4268, top5_acc: 0.6710, loss_cls: 2.5683, loss: 2.5683, grad_norm: 2.4939 2021-01-25 13:41:02,998 - mmaction - INFO - Epoch [158][2000/2147] lr: 6.516e-02, eta: 4 days, 1:29:45, time: 1.430, data_time: 0.003, memory: 16628, top1_acc: 0.4321, top5_acc: 0.6732, loss_cls: 2.5315, loss: 2.5315, grad_norm: 2.4593 2021-01-25 13:41:33,515 - mmaction - INFO - Epoch [158][2020/2147] lr: 6.516e-02, eta: 4 days, 1:29:09, time: 1.434, data_time: 0.001, memory: 16628, top1_acc: 0.4371, top5_acc: 0.6879, loss_cls: 2.5015, loss: 2.5015, grad_norm: 2.5197 2021-01-25 13:42:05,220 - mmaction - INFO - Epoch [158][2040/2147] lr: 6.516e-02, eta: 4 days, 1:28:35, time: 1.675, data_time: 0.107, memory: 16628, top1_acc: 0.4353, top5_acc: 0.6790, loss_cls: 2.4995, loss: 2.4995, grad_norm: 2.5309 2021-01-25 13:42:33,724 - mmaction - INFO - Epoch [158][2060/2147] lr: 6.516e-02, eta: 4 days, 1:27:59, time: 1.425, data_time: 0.006, memory: 16628, top1_acc: 0.4259, top5_acc: 0.6692, loss_cls: 2.5657, loss: 2.5657, grad_norm: 2.4995 2021-01-25 13:43:02,304 - mmaction - INFO - Epoch [158][2080/2147] lr: 6.516e-02, eta: 4 days, 1:27:23, time: 1.431, data_time: 0.005, memory: 16628, top1_acc: 0.4451, top5_acc: 0.6879, loss_cls: 2.4601, loss: 2.4601, grad_norm: 2.4882 2021-01-25 13:43:33,217 - mmaction - INFO - Epoch [158][2100/2147] lr: 6.516e-02, eta: 4 days, 1:26:48, time: 1.537, data_time: 0.004, memory: 16628, top1_acc: 0.4116, top5_acc: 0.6656, loss_cls: 2.6444, loss: 2.6444, grad_norm: 2.5233 2021-01-25 13:44:02,838 - mmaction - INFO - Epoch [158][2120/2147] lr: 6.516e-02, eta: 4 days, 1:26:12, time: 1.488, data_time: 0.011, memory: 16628, top1_acc: 0.4277, top5_acc: 0.6857, loss_cls: 2.4996, loss: 2.4996, grad_norm: 2.4721 2021-01-25 13:44:31,685 - mmaction - INFO - Epoch [158][2140/2147] lr: 6.516e-02, eta: 4 days, 1:25:36, time: 1.444, data_time: 0.004, memory: 16628, top1_acc: 0.4232, top5_acc: 0.6777, loss_cls: 2.5458, loss: 2.5458, grad_norm: 2.4938 2021-01-25 13:50:20,975 - mmaction - INFO - Epoch [159][20/2147] lr: 6.401e-02, eta: 4 days, 1:27:44, time: 16.198, data_time: 14.133, memory: 16628, top1_acc: 0.4442, top5_acc: 0.6710, loss_cls: 2.5153, loss: 2.5153, grad_norm: 2.4493 2021-01-25 13:50:50,944 - mmaction - INFO - Epoch [159][40/2147] lr: 6.401e-02, eta: 4 days, 1:27:09, time: 1.496, data_time: 0.010, memory: 16628, top1_acc: 0.4388, top5_acc: 0.6920, loss_cls: 2.4699, loss: 2.4699, grad_norm: 2.4451 2021-01-25 13:51:20,814 - mmaction - INFO - Epoch [159][60/2147] lr: 6.401e-02, eta: 4 days, 1:26:33, time: 1.496, data_time: 0.009, memory: 16628, top1_acc: 0.4536, top5_acc: 0.6978, loss_cls: 2.4541, loss: 2.4541, grad_norm: 2.3994 2021-01-25 13:51:52,574 - mmaction - INFO - Epoch [159][80/2147] lr: 6.401e-02, eta: 4 days, 1:25:59, time: 1.587, data_time: 0.011, memory: 16628, top1_acc: 0.4375, top5_acc: 0.6946, loss_cls: 2.5027, loss: 2.5027, grad_norm: 2.5389 2021-01-25 13:52:22,790 - mmaction - INFO - Epoch [159][100/2147] lr: 6.401e-02, eta: 4 days, 1:25:24, time: 1.513, data_time: 0.010, memory: 16628, top1_acc: 0.4304, top5_acc: 0.6853, loss_cls: 2.5116, loss: 2.5116, grad_norm: 2.5377 2021-01-25 13:52:55,745 - mmaction - INFO - Epoch [159][120/2147] lr: 6.401e-02, eta: 4 days, 1:24:50, time: 1.612, data_time: 0.004, memory: 16628, top1_acc: 0.4420, top5_acc: 0.6862, loss_cls: 2.4852, loss: 2.4852, grad_norm: 2.5022 2021-01-25 13:53:24,833 - mmaction - INFO - Epoch [159][140/2147] lr: 6.401e-02, eta: 4 days, 1:24:14, time: 1.489, data_time: 0.039, memory: 16628, top1_acc: 0.4353, top5_acc: 0.6812, loss_cls: 2.4853, loss: 2.4853, grad_norm: 2.4892 2021-01-25 13:53:54,257 - mmaction - INFO - Epoch [159][160/2147] lr: 6.401e-02, eta: 4 days, 1:23:38, time: 1.471, data_time: 0.006, memory: 16628, top1_acc: 0.4518, top5_acc: 0.6875, loss_cls: 2.4559, loss: 2.4559, grad_norm: 2.4885 2021-01-25 13:54:24,884 - mmaction - INFO - Epoch [159][180/2147] lr: 6.401e-02, eta: 4 days, 1:23:03, time: 1.529, data_time: 0.003, memory: 16628, top1_acc: 0.4585, top5_acc: 0.7000, loss_cls: 2.4036, loss: 2.4036, grad_norm: 2.4932 2021-01-25 13:54:54,564 - mmaction - INFO - Epoch [159][200/2147] lr: 6.401e-02, eta: 4 days, 1:22:28, time: 1.485, data_time: 0.010, memory: 16628, top1_acc: 0.4353, top5_acc: 0.6839, loss_cls: 2.4946, loss: 2.4946, grad_norm: 2.5277 2021-01-25 13:55:23,262 - mmaction - INFO - Epoch [159][220/2147] lr: 6.401e-02, eta: 4 days, 1:21:51, time: 1.436, data_time: 0.008, memory: 16628, top1_acc: 0.4335, top5_acc: 0.6790, loss_cls: 2.5359, loss: 2.5359, grad_norm: 2.5215 2021-01-25 13:55:52,613 - mmaction - INFO - Epoch [159][240/2147] lr: 6.401e-02, eta: 4 days, 1:21:15, time: 1.467, data_time: 0.008, memory: 16628, top1_acc: 0.4196, top5_acc: 0.6621, loss_cls: 2.5988, loss: 2.5988, grad_norm: 2.4509 2021-01-25 13:56:22,832 - mmaction - INFO - Epoch [159][260/2147] lr: 6.401e-02, eta: 4 days, 1:20:40, time: 1.503, data_time: 0.003, memory: 16628, top1_acc: 0.4362, top5_acc: 0.6844, loss_cls: 2.4981, loss: 2.4981, grad_norm: 2.4529 2021-01-25 13:56:53,033 - mmaction - INFO - Epoch [159][280/2147] lr: 6.401e-02, eta: 4 days, 1:20:05, time: 1.520, data_time: 0.020, memory: 16628, top1_acc: 0.4317, top5_acc: 0.6897, loss_cls: 2.4713, loss: 2.4713, grad_norm: 2.4861 2021-01-25 13:57:23,293 - mmaction - INFO - Epoch [159][300/2147] lr: 6.401e-02, eta: 4 days, 1:19:30, time: 1.510, data_time: 0.007, memory: 16628, top1_acc: 0.4482, top5_acc: 0.6799, loss_cls: 2.4863, loss: 2.4863, grad_norm: 2.4663 2021-01-25 13:57:52,666 - mmaction - INFO - Epoch [159][320/2147] lr: 6.401e-02, eta: 4 days, 1:18:54, time: 1.470, data_time: 0.006, memory: 16628, top1_acc: 0.4558, top5_acc: 0.7036, loss_cls: 2.4007, loss: 2.4007, grad_norm: 2.4691 2021-01-25 13:58:22,764 - mmaction - INFO - Epoch [159][340/2147] lr: 6.401e-02, eta: 4 days, 1:18:18, time: 1.503, data_time: 0.025, memory: 16628, top1_acc: 0.4330, top5_acc: 0.6826, loss_cls: 2.4945, loss: 2.4945, grad_norm: 2.4522 2021-01-25 13:58:53,803 - mmaction - INFO - Epoch [159][360/2147] lr: 6.401e-02, eta: 4 days, 1:17:44, time: 1.553, data_time: 0.006, memory: 16628, top1_acc: 0.4304, top5_acc: 0.6768, loss_cls: 2.5306, loss: 2.5306, grad_norm: 2.4903 2021-01-25 13:59:23,111 - mmaction - INFO - Epoch [159][380/2147] lr: 6.401e-02, eta: 4 days, 1:17:08, time: 1.467, data_time: 0.005, memory: 16628, top1_acc: 0.4420, top5_acc: 0.6893, loss_cls: 2.4891, loss: 2.4891, grad_norm: 2.4761 2021-01-25 13:59:52,327 - mmaction - INFO - Epoch [159][400/2147] lr: 6.401e-02, eta: 4 days, 1:16:32, time: 1.459, data_time: 0.005, memory: 16628, top1_acc: 0.4344, top5_acc: 0.6826, loss_cls: 2.4923, loss: 2.4923, grad_norm: 2.4847 2021-01-25 14:00:21,573 - mmaction - INFO - Epoch [159][420/2147] lr: 6.401e-02, eta: 4 days, 1:15:56, time: 1.464, data_time: 0.004, memory: 16628, top1_acc: 0.4250, top5_acc: 0.6701, loss_cls: 2.5662, loss: 2.5662, grad_norm: 2.5330 2021-01-25 14:00:52,237 - mmaction - INFO - Epoch [159][440/2147] lr: 6.401e-02, eta: 4 days, 1:15:21, time: 1.532, data_time: 0.001, memory: 16628, top1_acc: 0.4219, top5_acc: 0.6768, loss_cls: 2.5922, loss: 2.5922, grad_norm: 2.5084 2021-01-25 14:01:23,668 - mmaction - INFO - Epoch [159][460/2147] lr: 6.401e-02, eta: 4 days, 1:14:46, time: 1.570, data_time: 0.004, memory: 16628, top1_acc: 0.4330, top5_acc: 0.6777, loss_cls: 2.5336, loss: 2.5336, grad_norm: 2.4945 2021-01-25 14:01:54,027 - mmaction - INFO - Epoch [159][480/2147] lr: 6.401e-02, eta: 4 days, 1:14:11, time: 1.516, data_time: 0.010, memory: 16628, top1_acc: 0.4451, top5_acc: 0.6839, loss_cls: 2.4859, loss: 2.4859, grad_norm: 2.5010 2021-01-25 14:02:24,376 - mmaction - INFO - Epoch [159][500/2147] lr: 6.401e-02, eta: 4 days, 1:13:36, time: 1.519, data_time: 0.010, memory: 16628, top1_acc: 0.4393, top5_acc: 0.6799, loss_cls: 2.4812, loss: 2.4812, grad_norm: 2.5204 2021-01-25 14:02:53,140 - mmaction - INFO - Epoch [159][520/2147] lr: 6.401e-02, eta: 4 days, 1:13:00, time: 1.440, data_time: 0.008, memory: 16628, top1_acc: 0.4223, top5_acc: 0.6701, loss_cls: 2.5643, loss: 2.5643, grad_norm: 2.6090 2021-01-25 14:03:22,292 - mmaction - INFO - Epoch [159][540/2147] lr: 6.401e-02, eta: 4 days, 1:12:24, time: 1.457, data_time: 0.006, memory: 16628, top1_acc: 0.4406, top5_acc: 0.6723, loss_cls: 2.5355, loss: 2.5355, grad_norm: 2.5478 2021-01-25 14:03:51,746 - mmaction - INFO - Epoch [159][560/2147] lr: 6.401e-02, eta: 4 days, 1:11:48, time: 1.472, data_time: 0.006, memory: 16628, top1_acc: 0.4321, top5_acc: 0.6750, loss_cls: 2.5212, loss: 2.5212, grad_norm: 2.5299 2021-01-25 14:04:22,349 - mmaction - INFO - Epoch [159][580/2147] lr: 6.401e-02, eta: 4 days, 1:11:13, time: 1.532, data_time: 0.015, memory: 16628, top1_acc: 0.4549, top5_acc: 0.7107, loss_cls: 2.4073, loss: 2.4073, grad_norm: 2.4746 2021-01-25 14:04:52,574 - mmaction - INFO - Epoch [159][600/2147] lr: 6.401e-02, eta: 4 days, 1:10:38, time: 1.511, data_time: 0.002, memory: 16628, top1_acc: 0.4259, top5_acc: 0.6817, loss_cls: 2.4805, loss: 2.4805, grad_norm: 2.5302 2021-01-25 14:05:21,978 - mmaction - INFO - Epoch [159][620/2147] lr: 6.401e-02, eta: 4 days, 1:10:02, time: 1.466, data_time: 0.003, memory: 16628, top1_acc: 0.4304, top5_acc: 0.6754, loss_cls: 2.5303, loss: 2.5303, grad_norm: 2.4509 2021-01-25 14:05:53,253 - mmaction - INFO - Epoch [159][640/2147] lr: 6.401e-02, eta: 4 days, 1:09:27, time: 1.565, data_time: 0.007, memory: 16628, top1_acc: 0.4330, top5_acc: 0.6964, loss_cls: 2.4806, loss: 2.4806, grad_norm: 2.5553 2021-01-25 14:06:25,056 - mmaction - INFO - Epoch [159][660/2147] lr: 6.401e-02, eta: 4 days, 1:08:53, time: 1.594, data_time: 0.012, memory: 16628, top1_acc: 0.4371, top5_acc: 0.6795, loss_cls: 2.5463, loss: 2.5463, grad_norm: 2.5487 2021-01-25 14:06:58,718 - mmaction - INFO - Epoch [159][680/2147] lr: 6.401e-02, eta: 4 days, 1:08:20, time: 1.681, data_time: 0.002, memory: 16628, top1_acc: 0.4473, top5_acc: 0.6750, loss_cls: 2.4862, loss: 2.4862, grad_norm: 2.4439 2021-01-25 14:07:29,861 - mmaction - INFO - Epoch [159][700/2147] lr: 6.401e-02, eta: 4 days, 1:07:45, time: 1.559, data_time: 0.004, memory: 16628, top1_acc: 0.4420, top5_acc: 0.6696, loss_cls: 2.5728, loss: 2.5728, grad_norm: 2.5192 2021-01-25 14:08:02,556 - mmaction - INFO - Epoch [159][720/2147] lr: 6.401e-02, eta: 4 days, 1:07:11, time: 1.631, data_time: 0.005, memory: 16628, top1_acc: 0.4116, top5_acc: 0.6862, loss_cls: 2.5339, loss: 2.5339, grad_norm: 2.6200 2021-01-25 14:08:33,962 - mmaction - INFO - Epoch [159][740/2147] lr: 6.401e-02, eta: 4 days, 1:06:37, time: 1.569, data_time: 0.013, memory: 16628, top1_acc: 0.4446, top5_acc: 0.7022, loss_cls: 2.4645, loss: 2.4645, grad_norm: 2.4719 2021-01-25 14:09:05,095 - mmaction - INFO - Epoch [159][760/2147] lr: 6.401e-02, eta: 4 days, 1:06:02, time: 1.561, data_time: 0.009, memory: 16628, top1_acc: 0.4076, top5_acc: 0.6567, loss_cls: 2.6249, loss: 2.6249, grad_norm: 2.5906 2021-01-25 14:09:36,291 - mmaction - INFO - Epoch [159][780/2147] lr: 6.401e-02, eta: 4 days, 1:05:28, time: 1.561, data_time: 0.003, memory: 16628, top1_acc: 0.4406, top5_acc: 0.6866, loss_cls: 2.4910, loss: 2.4910, grad_norm: 2.4853 2021-01-25 14:10:06,588 - mmaction - INFO - Epoch [159][800/2147] lr: 6.401e-02, eta: 4 days, 1:04:52, time: 1.509, data_time: 0.002, memory: 16628, top1_acc: 0.4156, top5_acc: 0.6580, loss_cls: 2.6086, loss: 2.6086, grad_norm: 2.5643 2021-01-25 14:10:36,605 - mmaction - INFO - Epoch [159][820/2147] lr: 6.401e-02, eta: 4 days, 1:04:17, time: 1.505, data_time: 0.007, memory: 16628, top1_acc: 0.4219, top5_acc: 0.6683, loss_cls: 2.5583, loss: 2.5583, grad_norm: 2.4677 2021-01-25 14:11:06,169 - mmaction - INFO - Epoch [159][840/2147] lr: 6.401e-02, eta: 4 days, 1:03:41, time: 1.475, data_time: 0.003, memory: 16628, top1_acc: 0.4384, top5_acc: 0.6732, loss_cls: 2.5192, loss: 2.5192, grad_norm: 2.4979 2021-01-25 14:11:37,397 - mmaction - INFO - Epoch [159][860/2147] lr: 6.401e-02, eta: 4 days, 1:03:07, time: 1.563, data_time: 0.007, memory: 16628, top1_acc: 0.4196, top5_acc: 0.6763, loss_cls: 2.5391, loss: 2.5391, grad_norm: 2.5552 2021-01-25 14:12:14,463 - mmaction - INFO - Epoch [159][880/2147] lr: 6.401e-02, eta: 4 days, 1:02:36, time: 1.854, data_time: 0.040, memory: 16628, top1_acc: 0.4241, top5_acc: 0.6888, loss_cls: 2.5374, loss: 2.5374, grad_norm: 2.4914 2021-01-25 14:12:49,177 - mmaction - INFO - Epoch [159][900/2147] lr: 6.401e-02, eta: 4 days, 1:02:03, time: 1.735, data_time: 0.009, memory: 16628, top1_acc: 0.4232, top5_acc: 0.6746, loss_cls: 2.5567, loss: 2.5567, grad_norm: 2.5782 2021-01-25 14:13:19,835 - mmaction - INFO - Epoch [159][920/2147] lr: 6.401e-02, eta: 4 days, 1:01:28, time: 1.532, data_time: 0.006, memory: 16628, top1_acc: 0.4223, top5_acc: 0.6853, loss_cls: 2.5352, loss: 2.5352, grad_norm: 2.4999 2021-01-25 14:13:50,851 - mmaction - INFO - Epoch [159][940/2147] lr: 6.401e-02, eta: 4 days, 1:00:53, time: 1.554, data_time: 0.008, memory: 16628, top1_acc: 0.4259, top5_acc: 0.6741, loss_cls: 2.5661, loss: 2.5661, grad_norm: 2.4614 2021-01-25 14:14:19,702 - mmaction - INFO - Epoch [159][960/2147] lr: 6.401e-02, eta: 4 days, 1:00:17, time: 1.437, data_time: 0.002, memory: 16628, top1_acc: 0.4152, top5_acc: 0.6679, loss_cls: 2.5935, loss: 2.5935, grad_norm: 2.4656 2021-01-25 14:14:48,985 - mmaction - INFO - Epoch [159][980/2147] lr: 6.401e-02, eta: 4 days, 0:59:41, time: 1.471, data_time: 0.008, memory: 16628, top1_acc: 0.4522, top5_acc: 0.6879, loss_cls: 2.4487, loss: 2.4487, grad_norm: 2.4040 2021-01-25 14:15:18,983 - mmaction - INFO - Epoch [159][1000/2147] lr: 6.401e-02, eta: 4 days, 0:59:06, time: 1.497, data_time: 0.003, memory: 16628, top1_acc: 0.4210, top5_acc: 0.6629, loss_cls: 2.5954, loss: 2.5954, grad_norm: 2.5298 2021-01-25 14:15:47,657 - mmaction - INFO - Epoch [159][1020/2147] lr: 6.401e-02, eta: 4 days, 0:58:30, time: 1.428, data_time: 0.007, memory: 16628, top1_acc: 0.4277, top5_acc: 0.6723, loss_cls: 2.5555, loss: 2.5555, grad_norm: 2.5087 2021-01-25 14:16:16,024 - mmaction - INFO - Epoch [159][1040/2147] lr: 6.401e-02, eta: 4 days, 0:57:53, time: 1.426, data_time: 0.013, memory: 16628, top1_acc: 0.4487, top5_acc: 0.7045, loss_cls: 2.4229, loss: 2.4229, grad_norm: 2.4239 2021-01-25 14:16:48,871 - mmaction - INFO - Epoch [159][1060/2147] lr: 6.401e-02, eta: 4 days, 0:57:20, time: 1.639, data_time: 0.128, memory: 16628, top1_acc: 0.4384, top5_acc: 0.6585, loss_cls: 2.5802, loss: 2.5802, grad_norm: 2.4512 2021-01-25 14:17:18,998 - mmaction - INFO - Epoch [159][1080/2147] lr: 6.401e-02, eta: 4 days, 0:56:44, time: 1.509, data_time: 0.005, memory: 16628, top1_acc: 0.4455, top5_acc: 0.6848, loss_cls: 2.4953, loss: 2.4953, grad_norm: 2.4707 2021-01-25 14:17:47,873 - mmaction - INFO - Epoch [159][1100/2147] lr: 6.401e-02, eta: 4 days, 0:56:08, time: 1.444, data_time: 0.004, memory: 16628, top1_acc: 0.4379, top5_acc: 0.6759, loss_cls: 2.4761, loss: 2.4761, grad_norm: 2.5167 2021-01-25 14:18:16,434 - mmaction - INFO - Epoch [159][1120/2147] lr: 6.401e-02, eta: 4 days, 0:55:32, time: 1.429, data_time: 0.004, memory: 16628, top1_acc: 0.4223, top5_acc: 0.6638, loss_cls: 2.6024, loss: 2.6024, grad_norm: 2.5409 2021-01-25 14:18:47,313 - mmaction - INFO - Epoch [159][1140/2147] lr: 6.401e-02, eta: 4 days, 0:54:57, time: 1.540, data_time: 0.003, memory: 16628, top1_acc: 0.4250, top5_acc: 0.6638, loss_cls: 2.6376, loss: 2.6376, grad_norm: 2.5101 2021-01-25 14:19:16,943 - mmaction - INFO - Epoch [159][1160/2147] lr: 6.401e-02, eta: 4 days, 0:54:21, time: 1.484, data_time: 0.010, memory: 16628, top1_acc: 0.4223, top5_acc: 0.6839, loss_cls: 2.4842, loss: 2.4842, grad_norm: 2.5116 2021-01-25 14:19:51,109 - mmaction - INFO - Epoch [159][1180/2147] lr: 6.401e-02, eta: 4 days, 0:53:49, time: 1.706, data_time: 0.005, memory: 16628, top1_acc: 0.4174, top5_acc: 0.6813, loss_cls: 2.5444, loss: 2.5444, grad_norm: 2.5151 2021-01-25 14:20:20,875 - mmaction - INFO - Epoch [159][1200/2147] lr: 6.401e-02, eta: 4 days, 0:53:13, time: 1.490, data_time: 0.009, memory: 16628, top1_acc: 0.4237, top5_acc: 0.6799, loss_cls: 2.5690, loss: 2.5690, grad_norm: 2.5583 2021-01-25 14:20:52,396 - mmaction - INFO - Epoch [159][1220/2147] lr: 6.401e-02, eta: 4 days, 0:52:39, time: 1.577, data_time: 0.006, memory: 16628, top1_acc: 0.4299, top5_acc: 0.6705, loss_cls: 2.5407, loss: 2.5407, grad_norm: 2.5509 2021-01-25 14:21:24,306 - mmaction - INFO - Epoch [159][1240/2147] lr: 6.401e-02, eta: 4 days, 0:52:04, time: 1.594, data_time: 0.005, memory: 16628, top1_acc: 0.4469, top5_acc: 0.7063, loss_cls: 2.4382, loss: 2.4382, grad_norm: 2.4546 2021-01-25 14:21:58,443 - mmaction - INFO - Epoch [159][1260/2147] lr: 6.401e-02, eta: 4 days, 0:51:31, time: 1.704, data_time: 0.005, memory: 16628, top1_acc: 0.4214, top5_acc: 0.6670, loss_cls: 2.5526, loss: 2.5526, grad_norm: 2.4960 2021-01-25 14:22:28,977 - mmaction - INFO - Epoch [159][1280/2147] lr: 6.401e-02, eta: 4 days, 0:50:56, time: 1.525, data_time: 0.013, memory: 16628, top1_acc: 0.4469, top5_acc: 0.6839, loss_cls: 2.4946, loss: 2.4946, grad_norm: 2.4468 2021-01-25 14:22:57,552 - mmaction - INFO - Epoch [159][1300/2147] lr: 6.401e-02, eta: 4 days, 0:50:20, time: 1.432, data_time: 0.007, memory: 16628, top1_acc: 0.4210, top5_acc: 0.6746, loss_cls: 2.5474, loss: 2.5474, grad_norm: 2.5157 2021-01-25 14:23:28,558 - mmaction - INFO - Epoch [159][1320/2147] lr: 6.401e-02, eta: 4 days, 0:49:45, time: 1.551, data_time: 0.010, memory: 16628, top1_acc: 0.4429, top5_acc: 0.6839, loss_cls: 2.5093, loss: 2.5093, grad_norm: 2.4482 2021-01-25 14:24:01,560 - mmaction - INFO - Epoch [159][1340/2147] lr: 6.401e-02, eta: 4 days, 0:49:12, time: 1.649, data_time: 0.010, memory: 16628, top1_acc: 0.4424, top5_acc: 0.6893, loss_cls: 2.4904, loss: 2.4904, grad_norm: 2.4911 2021-01-25 14:24:30,050 - mmaction - INFO - Epoch [159][1360/2147] lr: 6.401e-02, eta: 4 days, 0:48:35, time: 1.427, data_time: 0.008, memory: 16628, top1_acc: 0.4094, top5_acc: 0.6737, loss_cls: 2.5855, loss: 2.5855, grad_norm: 2.5412 2021-01-25 14:25:00,070 - mmaction - INFO - Epoch [159][1380/2147] lr: 6.401e-02, eta: 4 days, 0:48:00, time: 1.498, data_time: 0.002, memory: 16628, top1_acc: 0.4134, top5_acc: 0.6562, loss_cls: 2.6151, loss: 2.6151, grad_norm: 2.4904 2021-01-25 14:25:28,776 - mmaction - INFO - Epoch [159][1400/2147] lr: 6.401e-02, eta: 4 days, 0:47:24, time: 1.439, data_time: 0.006, memory: 16628, top1_acc: 0.4147, top5_acc: 0.6696, loss_cls: 2.5970, loss: 2.5970, grad_norm: 2.4974 2021-01-25 14:25:58,285 - mmaction - INFO - Epoch [159][1420/2147] lr: 6.401e-02, eta: 4 days, 0:46:48, time: 1.476, data_time: 0.002, memory: 16628, top1_acc: 0.4420, top5_acc: 0.6839, loss_cls: 2.4599, loss: 2.4599, grad_norm: 2.4491 2021-01-25 14:26:27,683 - mmaction - INFO - Epoch [159][1440/2147] lr: 6.401e-02, eta: 4 days, 0:46:12, time: 1.470, data_time: 0.007, memory: 16628, top1_acc: 0.4388, top5_acc: 0.6732, loss_cls: 2.5816, loss: 2.5816, grad_norm: 2.5709 2021-01-25 14:27:00,148 - mmaction - INFO - Epoch [159][1460/2147] lr: 6.401e-02, eta: 4 days, 0:45:39, time: 1.622, data_time: 0.010, memory: 16628, top1_acc: 0.4397, top5_acc: 0.6933, loss_cls: 2.5069, loss: 2.5069, grad_norm: 2.5026 2021-01-25 14:27:29,034 - mmaction - INFO - Epoch [159][1480/2147] lr: 6.401e-02, eta: 4 days, 0:45:02, time: 1.440, data_time: 0.005, memory: 16628, top1_acc: 0.4455, top5_acc: 0.6866, loss_cls: 2.4791, loss: 2.4791, grad_norm: 2.4662 2021-01-25 14:28:00,599 - mmaction - INFO - Epoch [159][1500/2147] lr: 6.401e-02, eta: 4 days, 0:44:28, time: 1.583, data_time: 0.010, memory: 16628, top1_acc: 0.4339, top5_acc: 0.6804, loss_cls: 2.5571, loss: 2.5571, grad_norm: 2.4973 2021-01-25 14:28:30,127 - mmaction - INFO - Epoch [159][1520/2147] lr: 6.401e-02, eta: 4 days, 0:43:52, time: 1.471, data_time: 0.003, memory: 16628, top1_acc: 0.4402, top5_acc: 0.6862, loss_cls: 2.5024, loss: 2.5024, grad_norm: 2.5023 2021-01-25 14:28:58,767 - mmaction - INFO - Epoch [159][1540/2147] lr: 6.401e-02, eta: 4 days, 0:43:16, time: 1.438, data_time: 0.011, memory: 16628, top1_acc: 0.4487, top5_acc: 0.6902, loss_cls: 2.4303, loss: 2.4303, grad_norm: 2.4682 2021-01-25 14:29:28,350 - mmaction - INFO - Epoch [159][1560/2147] lr: 6.401e-02, eta: 4 days, 0:42:41, time: 1.479, data_time: 0.005, memory: 16628, top1_acc: 0.4228, top5_acc: 0.6710, loss_cls: 2.5678, loss: 2.5678, grad_norm: 2.5465 2021-01-25 14:29:59,597 - mmaction - INFO - Epoch [159][1580/2147] lr: 6.401e-02, eta: 4 days, 0:42:06, time: 1.562, data_time: 0.004, memory: 16628, top1_acc: 0.4241, top5_acc: 0.6929, loss_cls: 2.5736, loss: 2.5736, grad_norm: 2.5450 2021-01-25 14:30:28,115 - mmaction - INFO - Epoch [159][1600/2147] lr: 6.401e-02, eta: 4 days, 0:41:30, time: 1.426, data_time: 0.003, memory: 16628, top1_acc: 0.4312, top5_acc: 0.6830, loss_cls: 2.5096, loss: 2.5096, grad_norm: 2.5546 2021-01-25 14:30:58,154 - mmaction - INFO - Epoch [159][1620/2147] lr: 6.401e-02, eta: 4 days, 0:40:54, time: 1.497, data_time: 0.007, memory: 16628, top1_acc: 0.4246, top5_acc: 0.6625, loss_cls: 2.6029, loss: 2.6029, grad_norm: 2.5650 2021-01-25 14:31:28,376 - mmaction - INFO - Epoch [159][1640/2147] lr: 6.401e-02, eta: 4 days, 0:40:19, time: 1.516, data_time: 0.011, memory: 16628, top1_acc: 0.4545, top5_acc: 0.7080, loss_cls: 2.3546, loss: 2.3546, grad_norm: 2.4207 2021-01-25 14:31:56,722 - mmaction - INFO - Epoch [159][1660/2147] lr: 6.401e-02, eta: 4 days, 0:39:43, time: 1.419, data_time: 0.005, memory: 16628, top1_acc: 0.4464, top5_acc: 0.6929, loss_cls: 2.4338, loss: 2.4338, grad_norm: 2.5513 2021-01-25 14:32:26,571 - mmaction - INFO - Epoch [159][1680/2147] lr: 6.401e-02, eta: 4 days, 0:39:07, time: 1.492, data_time: 0.006, memory: 16628, top1_acc: 0.4192, top5_acc: 0.6759, loss_cls: 2.5409, loss: 2.5409, grad_norm: 2.5295 2021-01-25 14:33:02,172 - mmaction - INFO - Epoch [159][1700/2147] lr: 6.401e-02, eta: 4 days, 0:38:35, time: 1.777, data_time: 0.002, memory: 16628, top1_acc: 0.4330, top5_acc: 0.6929, loss_cls: 2.4395, loss: 2.4395, grad_norm: 2.4775 2021-01-25 14:33:31,958 - mmaction - INFO - Epoch [159][1720/2147] lr: 6.401e-02, eta: 4 days, 0:38:00, time: 1.489, data_time: 0.006, memory: 16628, top1_acc: 0.4286, top5_acc: 0.6741, loss_cls: 2.5684, loss: 2.5684, grad_norm: 2.6136 2021-01-25 14:34:01,233 - mmaction - INFO - Epoch [159][1740/2147] lr: 6.401e-02, eta: 4 days, 0:37:24, time: 1.462, data_time: 0.011, memory: 16628, top1_acc: 0.4317, top5_acc: 0.6679, loss_cls: 2.5252, loss: 2.5252, grad_norm: 2.5285 2021-01-25 14:34:30,066 - mmaction - INFO - Epoch [159][1760/2147] lr: 6.401e-02, eta: 4 days, 0:36:48, time: 1.445, data_time: 0.021, memory: 16628, top1_acc: 0.4286, top5_acc: 0.6924, loss_cls: 2.5113, loss: 2.5113, grad_norm: 2.4861 2021-01-25 14:35:00,993 - mmaction - INFO - Epoch [159][1780/2147] lr: 6.401e-02, eta: 4 days, 0:36:13, time: 1.547, data_time: 0.011, memory: 16628, top1_acc: 0.4317, top5_acc: 0.6786, loss_cls: 2.4875, loss: 2.4875, grad_norm: 2.4611 2021-01-25 14:35:30,796 - mmaction - INFO - Epoch [159][1800/2147] lr: 6.401e-02, eta: 4 days, 0:35:37, time: 1.490, data_time: 0.005, memory: 16628, top1_acc: 0.4290, top5_acc: 0.6821, loss_cls: 2.5374, loss: 2.5374, grad_norm: 2.5138 2021-01-25 14:35:59,336 - mmaction - INFO - Epoch [159][1820/2147] lr: 6.401e-02, eta: 4 days, 0:35:01, time: 1.428, data_time: 0.003, memory: 16628, top1_acc: 0.4317, top5_acc: 0.6746, loss_cls: 2.5132, loss: 2.5132, grad_norm: 2.5080 2021-01-25 14:36:28,061 - mmaction - INFO - Epoch [159][1840/2147] lr: 6.401e-02, eta: 4 days, 0:34:25, time: 1.435, data_time: 0.007, memory: 16628, top1_acc: 0.4388, top5_acc: 0.6719, loss_cls: 2.5030, loss: 2.5030, grad_norm: 2.4838 2021-01-25 14:36:58,229 - mmaction - INFO - Epoch [159][1860/2147] lr: 6.401e-02, eta: 4 days, 0:33:50, time: 1.509, data_time: 0.003, memory: 16628, top1_acc: 0.4536, top5_acc: 0.7031, loss_cls: 2.3927, loss: 2.3927, grad_norm: 2.5637 2021-01-25 14:37:29,797 - mmaction - INFO - Epoch [159][1880/2147] lr: 6.401e-02, eta: 4 days, 0:33:15, time: 1.577, data_time: 0.010, memory: 16628, top1_acc: 0.4241, top5_acc: 0.6670, loss_cls: 2.6193, loss: 2.6193, grad_norm: 2.5765 2021-01-25 14:38:04,205 - mmaction - INFO - Epoch [159][1900/2147] lr: 6.401e-02, eta: 4 days, 0:32:43, time: 1.719, data_time: 0.007, memory: 16628, top1_acc: 0.4326, top5_acc: 0.6763, loss_cls: 2.5440, loss: 2.5440, grad_norm: 2.5285 2021-01-25 14:38:35,653 - mmaction - INFO - Epoch [159][1920/2147] lr: 6.401e-02, eta: 4 days, 0:32:08, time: 1.575, data_time: 0.007, memory: 16628, top1_acc: 0.4317, top5_acc: 0.6920, loss_cls: 2.5133, loss: 2.5133, grad_norm: 2.5045 2021-01-25 14:39:07,471 - mmaction - INFO - Epoch [159][1940/2147] lr: 6.401e-02, eta: 4 days, 0:31:34, time: 1.592, data_time: 0.003, memory: 16628, top1_acc: 0.4362, top5_acc: 0.6799, loss_cls: 2.5046, loss: 2.5046, grad_norm: 2.5122 2021-01-25 14:39:37,894 - mmaction - INFO - Epoch [159][1960/2147] lr: 6.401e-02, eta: 4 days, 0:30:59, time: 1.518, data_time: 0.003, memory: 16628, top1_acc: 0.4326, top5_acc: 0.6768, loss_cls: 2.5787, loss: 2.5787, grad_norm: 2.5722 2021-01-25 14:40:08,369 - mmaction - INFO - Epoch [159][1980/2147] lr: 6.401e-02, eta: 4 days, 0:30:24, time: 1.527, data_time: 0.005, memory: 16628, top1_acc: 0.4518, top5_acc: 0.6920, loss_cls: 2.4896, loss: 2.4896, grad_norm: 2.5742 2021-01-25 14:40:37,901 - mmaction - INFO - Epoch [159][2000/2147] lr: 6.401e-02, eta: 4 days, 0:29:48, time: 1.476, data_time: 0.007, memory: 16628, top1_acc: 0.4272, top5_acc: 0.6683, loss_cls: 2.5577, loss: 2.5577, grad_norm: 2.5215 2021-01-25 14:41:07,276 - mmaction - INFO - Epoch [159][2020/2147] lr: 6.401e-02, eta: 4 days, 0:29:12, time: 1.469, data_time: 0.003, memory: 16628, top1_acc: 0.4330, top5_acc: 0.6723, loss_cls: 2.5456, loss: 2.5456, grad_norm: 2.4685 2021-01-25 14:41:36,585 - mmaction - INFO - Epoch [159][2040/2147] lr: 6.401e-02, eta: 4 days, 0:28:36, time: 1.466, data_time: 0.003, memory: 16628, top1_acc: 0.4397, top5_acc: 0.6763, loss_cls: 2.5134, loss: 2.5134, grad_norm: 2.4994 2021-01-25 14:42:08,447 - mmaction - INFO - Epoch [159][2060/2147] lr: 6.401e-02, eta: 4 days, 0:28:02, time: 1.593, data_time: 0.002, memory: 16628, top1_acc: 0.4290, top5_acc: 0.6799, loss_cls: 2.5514, loss: 2.5514, grad_norm: 2.5782 2021-01-25 14:42:36,714 - mmaction - INFO - Epoch [159][2080/2147] lr: 6.401e-02, eta: 4 days, 0:27:26, time: 1.410, data_time: 0.004, memory: 16628, top1_acc: 0.4263, top5_acc: 0.6670, loss_cls: 2.5913, loss: 2.5913, grad_norm: 2.4975 2021-01-25 14:43:06,305 - mmaction - INFO - Epoch [159][2100/2147] lr: 6.401e-02, eta: 4 days, 0:26:50, time: 1.483, data_time: 0.008, memory: 16628, top1_acc: 0.4254, top5_acc: 0.6629, loss_cls: 2.5692, loss: 2.5692, grad_norm: 2.4589 2021-01-25 14:43:35,111 - mmaction - INFO - Epoch [159][2120/2147] lr: 6.401e-02, eta: 4 days, 0:26:14, time: 1.440, data_time: 0.002, memory: 16628, top1_acc: 0.4330, top5_acc: 0.6857, loss_cls: 2.5429, loss: 2.5429, grad_norm: 2.5162 2021-01-25 14:44:03,367 - mmaction - INFO - Epoch [159][2140/2147] lr: 6.401e-02, eta: 4 days, 0:25:38, time: 1.413, data_time: 0.003, memory: 16628, top1_acc: 0.4388, top5_acc: 0.6817, loss_cls: 2.4725, loss: 2.4725, grad_norm: 2.3641 2021-01-25 14:50:01,885 - mmaction - INFO - Epoch [160][20/2147] lr: 6.287e-02, eta: 4 days, 0:27:45, time: 16.418, data_time: 14.699, memory: 16628, top1_acc: 0.4482, top5_acc: 0.7085, loss_cls: 2.4270, loss: 2.4270, grad_norm: 2.4938 2021-01-25 14:50:34,515 - mmaction - INFO - Epoch [160][40/2147] lr: 6.287e-02, eta: 4 days, 0:27:12, time: 1.639, data_time: 0.012, memory: 16628, top1_acc: 0.4397, top5_acc: 0.6911, loss_cls: 2.4624, loss: 2.4624, grad_norm: 2.5103 2021-01-25 14:51:06,258 - mmaction - INFO - Epoch [160][60/2147] lr: 6.287e-02, eta: 4 days, 0:26:37, time: 1.584, data_time: 0.001, memory: 16628, top1_acc: 0.4344, top5_acc: 0.6777, loss_cls: 2.5194, loss: 2.5194, grad_norm: 2.5141 2021-01-25 14:51:42,367 - mmaction - INFO - Epoch [160][80/2147] lr: 6.287e-02, eta: 4 days, 0:26:06, time: 1.805, data_time: 0.006, memory: 16628, top1_acc: 0.4464, top5_acc: 0.6888, loss_cls: 2.4247, loss: 2.4247, grad_norm: 2.4817 2021-01-25 14:52:12,167 - mmaction - INFO - Epoch [160][100/2147] lr: 6.287e-02, eta: 4 days, 0:25:30, time: 1.491, data_time: 0.008, memory: 16628, top1_acc: 0.4540, top5_acc: 0.6929, loss_cls: 2.4407, loss: 2.4407, grad_norm: 2.5389 2021-01-25 14:52:40,675 - mmaction - INFO - Epoch [160][120/2147] lr: 6.287e-02, eta: 4 days, 0:24:54, time: 1.427, data_time: 0.003, memory: 16628, top1_acc: 0.4554, top5_acc: 0.7022, loss_cls: 2.4005, loss: 2.4005, grad_norm: 2.4476 2021-01-25 14:53:09,081 - mmaction - INFO - Epoch [160][140/2147] lr: 6.287e-02, eta: 4 days, 0:24:18, time: 1.420, data_time: 0.007, memory: 16628, top1_acc: 0.4344, top5_acc: 0.6723, loss_cls: 2.5635, loss: 2.5635, grad_norm: 2.5525 2021-01-25 14:53:39,189 - mmaction - INFO - Epoch [160][160/2147] lr: 6.287e-02, eta: 4 days, 0:23:42, time: 1.505, data_time: 0.002, memory: 16628, top1_acc: 0.4362, top5_acc: 0.6879, loss_cls: 2.4662, loss: 2.4662, grad_norm: 2.6010 2021-01-25 14:54:08,721 - mmaction - INFO - Epoch [160][180/2147] lr: 6.287e-02, eta: 4 days, 0:23:07, time: 1.476, data_time: 0.005, memory: 16628, top1_acc: 0.4268, top5_acc: 0.6781, loss_cls: 2.5833, loss: 2.5833, grad_norm: 2.5605 2021-01-25 14:54:37,739 - mmaction - INFO - Epoch [160][200/2147] lr: 6.287e-02, eta: 4 days, 0:22:31, time: 1.451, data_time: 0.004, memory: 16628, top1_acc: 0.4241, top5_acc: 0.6665, loss_cls: 2.5470, loss: 2.5470, grad_norm: 2.4863 2021-01-25 14:55:06,729 - mmaction - INFO - Epoch [160][220/2147] lr: 6.287e-02, eta: 4 days, 0:21:54, time: 1.446, data_time: 0.003, memory: 16628, top1_acc: 0.4268, top5_acc: 0.6728, loss_cls: 2.5198, loss: 2.5198, grad_norm: 2.5209 2021-01-25 14:55:37,635 - mmaction - INFO - Epoch [160][240/2147] lr: 6.287e-02, eta: 4 days, 0:21:20, time: 1.548, data_time: 0.008, memory: 16628, top1_acc: 0.4496, top5_acc: 0.6812, loss_cls: 2.5150, loss: 2.5150, grad_norm: 2.5114 2021-01-25 14:56:08,205 - mmaction - INFO - Epoch [160][260/2147] lr: 6.287e-02, eta: 4 days, 0:20:45, time: 1.529, data_time: 0.004, memory: 16628, top1_acc: 0.4326, top5_acc: 0.6951, loss_cls: 2.4160, loss: 2.4160, grad_norm: 2.4756 2021-01-25 14:56:37,101 - mmaction - INFO - Epoch [160][280/2147] lr: 6.287e-02, eta: 4 days, 0:20:08, time: 1.439, data_time: 0.002, memory: 16628, top1_acc: 0.4393, top5_acc: 0.6897, loss_cls: 2.5029, loss: 2.5029, grad_norm: 2.5415 2021-01-25 14:57:07,467 - mmaction - INFO - Epoch [160][300/2147] lr: 6.287e-02, eta: 4 days, 0:19:33, time: 1.524, data_time: 0.013, memory: 16628, top1_acc: 0.4210, top5_acc: 0.6799, loss_cls: 2.5204, loss: 2.5204, grad_norm: 2.5124 2021-01-25 14:57:36,263 - mmaction - INFO - Epoch [160][320/2147] lr: 6.287e-02, eta: 4 days, 0:18:57, time: 1.438, data_time: 0.002, memory: 16628, top1_acc: 0.4509, top5_acc: 0.6964, loss_cls: 2.4344, loss: 2.4344, grad_norm: 2.4731 2021-01-25 14:58:04,752 - mmaction - INFO - Epoch [160][340/2147] lr: 6.287e-02, eta: 4 days, 0:18:21, time: 1.426, data_time: 0.005, memory: 16628, top1_acc: 0.4406, top5_acc: 0.6741, loss_cls: 2.4872, loss: 2.4872, grad_norm: 2.4426 2021-01-25 14:58:34,891 - mmaction - INFO - Epoch [160][360/2147] lr: 6.287e-02, eta: 4 days, 0:17:46, time: 1.503, data_time: 0.004, memory: 16628, top1_acc: 0.4375, top5_acc: 0.6862, loss_cls: 2.4558, loss: 2.4558, grad_norm: 2.5064 2021-01-25 14:59:05,846 - mmaction - INFO - Epoch [160][380/2147] lr: 6.287e-02, eta: 4 days, 0:17:11, time: 1.545, data_time: 0.007, memory: 16628, top1_acc: 0.4344, top5_acc: 0.6777, loss_cls: 2.4939, loss: 2.4939, grad_norm: 2.5259 2021-01-25 14:59:34,360 - mmaction - INFO - Epoch [160][400/2147] lr: 6.287e-02, eta: 4 days, 0:16:35, time: 1.431, data_time: 0.013, memory: 16628, top1_acc: 0.4232, top5_acc: 0.6937, loss_cls: 2.4701, loss: 2.4701, grad_norm: 2.5396 2021-01-25 15:00:03,122 - mmaction - INFO - Epoch [160][420/2147] lr: 6.287e-02, eta: 4 days, 0:15:58, time: 1.440, data_time: 0.005, memory: 16628, top1_acc: 0.4469, top5_acc: 0.6937, loss_cls: 2.4132, loss: 2.4132, grad_norm: 2.5374 2021-01-25 15:00:32,009 - mmaction - INFO - Epoch [160][440/2147] lr: 6.287e-02, eta: 4 days, 0:15:22, time: 1.443, data_time: 0.002, memory: 16628, top1_acc: 0.4415, top5_acc: 0.6848, loss_cls: 2.4855, loss: 2.4855, grad_norm: 2.5361 2021-01-25 15:01:03,356 - mmaction - INFO - Epoch [160][460/2147] lr: 6.287e-02, eta: 4 days, 0:14:48, time: 1.569, data_time: 0.032, memory: 16628, top1_acc: 0.4455, top5_acc: 0.6937, loss_cls: 2.4404, loss: 2.4404, grad_norm: 2.5654 2021-01-25 15:01:31,776 - mmaction - INFO - Epoch [160][480/2147] lr: 6.287e-02, eta: 4 days, 0:14:11, time: 1.420, data_time: 0.002, memory: 16628, top1_acc: 0.4388, top5_acc: 0.6821, loss_cls: 2.4744, loss: 2.4744, grad_norm: 2.5632 2021-01-25 15:02:04,294 - mmaction - INFO - Epoch [160][500/2147] lr: 6.287e-02, eta: 4 days, 0:13:38, time: 1.627, data_time: 0.074, memory: 16628, top1_acc: 0.4268, top5_acc: 0.6795, loss_cls: 2.5218, loss: 2.5218, grad_norm: 2.5541 2021-01-25 15:02:33,824 - mmaction - INFO - Epoch [160][520/2147] lr: 6.287e-02, eta: 4 days, 0:13:02, time: 1.476, data_time: 0.003, memory: 16628, top1_acc: 0.4339, top5_acc: 0.6808, loss_cls: 2.4925, loss: 2.4925, grad_norm: 2.5477 2021-01-25 15:03:03,736 - mmaction - INFO - Epoch [160][540/2147] lr: 6.287e-02, eta: 4 days, 0:12:27, time: 1.497, data_time: 0.003, memory: 16628, top1_acc: 0.4424, top5_acc: 0.6813, loss_cls: 2.5202, loss: 2.5202, grad_norm: 2.5138 2021-01-25 15:03:34,195 - mmaction - INFO - Epoch [160][560/2147] lr: 6.287e-02, eta: 4 days, 0:11:51, time: 1.516, data_time: 0.001, memory: 16628, top1_acc: 0.4473, top5_acc: 0.6911, loss_cls: 2.4475, loss: 2.4475, grad_norm: 2.4802 2021-01-25 15:04:04,382 - mmaction - INFO - Epoch [160][580/2147] lr: 6.287e-02, eta: 4 days, 0:11:16, time: 1.515, data_time: 0.010, memory: 16628, top1_acc: 0.4589, top5_acc: 0.6920, loss_cls: 2.4549, loss: 2.4549, grad_norm: 2.5032 2021-01-25 15:04:34,406 - mmaction - INFO - Epoch [160][600/2147] lr: 6.287e-02, eta: 4 days, 0:10:41, time: 1.502, data_time: 0.003, memory: 16628, top1_acc: 0.4433, top5_acc: 0.6871, loss_cls: 2.4386, loss: 2.4386, grad_norm: 2.5153 2021-01-25 15:05:04,908 - mmaction - INFO - Epoch [160][620/2147] lr: 6.287e-02, eta: 4 days, 0:10:06, time: 1.514, data_time: 0.002, memory: 16628, top1_acc: 0.4210, top5_acc: 0.6924, loss_cls: 2.5125, loss: 2.5125, grad_norm: 2.5764 2021-01-25 15:05:35,731 - mmaction - INFO - Epoch [160][640/2147] lr: 6.287e-02, eta: 4 days, 0:09:31, time: 1.552, data_time: 0.012, memory: 16628, top1_acc: 0.4027, top5_acc: 0.6621, loss_cls: 2.5864, loss: 2.5864, grad_norm: 2.5592 2021-01-25 15:06:05,846 - mmaction - INFO - Epoch [160][660/2147] lr: 6.287e-02, eta: 4 days, 0:08:55, time: 1.503, data_time: 0.003, memory: 16628, top1_acc: 0.4455, top5_acc: 0.6737, loss_cls: 2.4900, loss: 2.4900, grad_norm: 2.4824 2021-01-25 15:06:36,892 - mmaction - INFO - Epoch [160][680/2147] lr: 6.287e-02, eta: 4 days, 0:08:21, time: 1.555, data_time: 0.004, memory: 16628, top1_acc: 0.4429, top5_acc: 0.6978, loss_cls: 2.4592, loss: 2.4592, grad_norm: 2.4903 2021-01-25 15:07:09,687 - mmaction - INFO - Epoch [160][700/2147] lr: 6.287e-02, eta: 4 days, 0:07:47, time: 1.636, data_time: 0.002, memory: 16628, top1_acc: 0.4509, top5_acc: 0.7080, loss_cls: 2.3959, loss: 2.3959, grad_norm: 2.4434 2021-01-25 15:07:38,693 - mmaction - INFO - Epoch [160][720/2147] lr: 6.287e-02, eta: 4 days, 0:07:11, time: 1.453, data_time: 0.013, memory: 16628, top1_acc: 0.4129, top5_acc: 0.6674, loss_cls: 2.5931, loss: 2.5931, grad_norm: 2.5301 2021-01-25 15:08:07,107 - mmaction - INFO - Epoch [160][740/2147] lr: 6.287e-02, eta: 4 days, 0:06:35, time: 1.421, data_time: 0.003, memory: 16628, top1_acc: 0.4469, top5_acc: 0.6777, loss_cls: 2.4858, loss: 2.4858, grad_norm: 2.4574 2021-01-25 15:08:38,081 - mmaction - INFO - Epoch [160][760/2147] lr: 6.287e-02, eta: 4 days, 0:06:00, time: 1.546, data_time: 0.003, memory: 16628, top1_acc: 0.4406, top5_acc: 0.6844, loss_cls: 2.4852, loss: 2.4852, grad_norm: 2.5379 2021-01-25 15:09:08,156 - mmaction - INFO - Epoch [160][780/2147] lr: 6.287e-02, eta: 4 days, 0:05:25, time: 1.506, data_time: 0.006, memory: 16628, top1_acc: 0.4362, top5_acc: 0.6808, loss_cls: 2.5121, loss: 2.5121, grad_norm: 2.5769 2021-01-25 15:09:39,642 - mmaction - INFO - Epoch [160][800/2147] lr: 6.287e-02, eta: 4 days, 0:04:50, time: 1.574, data_time: 0.002, memory: 16628, top1_acc: 0.4147, top5_acc: 0.6679, loss_cls: 2.6008, loss: 2.6008, grad_norm: 2.6035 2021-01-25 15:10:10,682 - mmaction - INFO - Epoch [160][820/2147] lr: 6.287e-02, eta: 4 days, 0:04:15, time: 1.549, data_time: 0.004, memory: 16628, top1_acc: 0.4366, top5_acc: 0.6781, loss_cls: 2.5194, loss: 2.5194, grad_norm: 2.5390 2021-01-25 15:10:39,126 - mmaction - INFO - Epoch [160][840/2147] lr: 6.287e-02, eta: 4 days, 0:03:39, time: 1.426, data_time: 0.005, memory: 16628, top1_acc: 0.4290, top5_acc: 0.6683, loss_cls: 2.5610, loss: 2.5610, grad_norm: 2.5615 2021-01-25 15:11:08,397 - mmaction - INFO - Epoch [160][860/2147] lr: 6.287e-02, eta: 4 days, 0:03:03, time: 1.460, data_time: 0.007, memory: 16628, top1_acc: 0.4357, top5_acc: 0.6960, loss_cls: 2.4550, loss: 2.4550, grad_norm: 2.5137 2021-01-25 15:11:38,988 - mmaction - INFO - Epoch [160][880/2147] lr: 6.287e-02, eta: 4 days, 0:02:28, time: 1.533, data_time: 0.010, memory: 16628, top1_acc: 0.4393, top5_acc: 0.6853, loss_cls: 2.4975, loss: 2.4975, grad_norm: 2.5065 2021-01-25 15:12:08,912 - mmaction - INFO - Epoch [160][900/2147] lr: 6.287e-02, eta: 4 days, 0:01:53, time: 1.496, data_time: 0.002, memory: 16628, top1_acc: 0.4424, top5_acc: 0.6777, loss_cls: 2.5081, loss: 2.5081, grad_norm: 2.5024 2021-01-25 15:12:37,221 - mmaction - INFO - Epoch [160][920/2147] lr: 6.287e-02, eta: 4 days, 0:01:16, time: 1.416, data_time: 0.002, memory: 16628, top1_acc: 0.4286, top5_acc: 0.6799, loss_cls: 2.4804, loss: 2.4804, grad_norm: 2.5704 2021-01-25 15:13:08,585 - mmaction - INFO - Epoch [160][940/2147] lr: 6.287e-02, eta: 4 days, 0:00:42, time: 1.568, data_time: 0.021, memory: 16628, top1_acc: 0.4246, top5_acc: 0.6839, loss_cls: 2.5276, loss: 2.5276, grad_norm: 2.5330 2021-01-25 15:13:39,308 - mmaction - INFO - Epoch [160][960/2147] lr: 6.287e-02, eta: 4 days, 0:00:07, time: 1.535, data_time: 0.004, memory: 16628, top1_acc: 0.4125, top5_acc: 0.6567, loss_cls: 2.6192, loss: 2.6192, grad_norm: 2.5078 2021-01-25 15:14:12,045 - mmaction - INFO - Epoch [160][980/2147] lr: 6.287e-02, eta: 3 days, 23:59:33, time: 1.638, data_time: 0.004, memory: 16628, top1_acc: 0.4210, top5_acc: 0.6683, loss_cls: 2.5869, loss: 2.5869, grad_norm: 2.4562 2021-01-25 15:14:40,911 - mmaction - INFO - Epoch [160][1000/2147] lr: 6.287e-02, eta: 3 days, 23:58:57, time: 1.443, data_time: 0.003, memory: 16628, top1_acc: 0.4469, top5_acc: 0.6906, loss_cls: 2.4662, loss: 2.4662, grad_norm: 2.4376 2021-01-25 15:15:09,654 - mmaction - INFO - Epoch [160][1020/2147] lr: 6.287e-02, eta: 3 days, 23:58:21, time: 1.437, data_time: 0.002, memory: 16628, top1_acc: 0.4482, top5_acc: 0.7027, loss_cls: 2.4434, loss: 2.4434, grad_norm: 2.5308 2021-01-25 15:15:38,621 - mmaction - INFO - Epoch [160][1040/2147] lr: 6.287e-02, eta: 3 days, 23:57:45, time: 1.447, data_time: 0.003, memory: 16628, top1_acc: 0.4460, top5_acc: 0.6951, loss_cls: 2.4222, loss: 2.4222, grad_norm: 2.5398 2021-01-25 15:16:07,036 - mmaction - INFO - Epoch [160][1060/2147] lr: 6.287e-02, eta: 3 days, 23:57:09, time: 1.424, data_time: 0.004, memory: 16628, top1_acc: 0.4237, top5_acc: 0.6817, loss_cls: 2.5734, loss: 2.5734, grad_norm: 2.6361 2021-01-25 15:16:44,320 - mmaction - INFO - Epoch [160][1080/2147] lr: 6.287e-02, eta: 3 days, 23:56:38, time: 1.843, data_time: 0.019, memory: 16628, top1_acc: 0.4371, top5_acc: 0.6705, loss_cls: 2.5343, loss: 2.5343, grad_norm: 2.5006 2021-01-25 15:17:14,398 - mmaction - INFO - Epoch [160][1100/2147] lr: 6.287e-02, eta: 3 days, 23:56:02, time: 1.518, data_time: 0.024, memory: 16628, top1_acc: 0.4362, top5_acc: 0.6786, loss_cls: 2.5192, loss: 2.5192, grad_norm: 2.5772 2021-01-25 15:17:46,387 - mmaction - INFO - Epoch [160][1120/2147] lr: 6.287e-02, eta: 3 days, 23:55:28, time: 1.603, data_time: 0.009, memory: 16628, top1_acc: 0.4455, top5_acc: 0.7009, loss_cls: 2.4518, loss: 2.4518, grad_norm: 2.6115 2021-01-25 15:18:15,160 - mmaction - INFO - Epoch [160][1140/2147] lr: 6.287e-02, eta: 3 days, 23:54:52, time: 1.442, data_time: 0.009, memory: 16628, top1_acc: 0.4397, top5_acc: 0.6875, loss_cls: 2.4544, loss: 2.4544, grad_norm: 2.4717 2021-01-25 15:18:43,675 - mmaction - INFO - Epoch [160][1160/2147] lr: 6.287e-02, eta: 3 days, 23:54:16, time: 1.426, data_time: 0.003, memory: 16628, top1_acc: 0.4491, top5_acc: 0.6875, loss_cls: 2.4837, loss: 2.4837, grad_norm: 2.4611 2021-01-25 15:19:15,288 - mmaction - INFO - Epoch [160][1180/2147] lr: 6.287e-02, eta: 3 days, 23:53:42, time: 1.579, data_time: 0.002, memory: 16628, top1_acc: 0.4424, top5_acc: 0.6946, loss_cls: 2.4724, loss: 2.4724, grad_norm: 2.5473 2021-01-25 15:19:49,043 - mmaction - INFO - Epoch [160][1200/2147] lr: 6.287e-02, eta: 3 days, 23:53:09, time: 1.689, data_time: 0.004, memory: 16628, top1_acc: 0.4433, top5_acc: 0.6826, loss_cls: 2.4909, loss: 2.4909, grad_norm: 2.5563 2021-01-25 15:20:17,499 - mmaction - INFO - Epoch [160][1220/2147] lr: 6.287e-02, eta: 3 days, 23:52:32, time: 1.421, data_time: 0.002, memory: 16628, top1_acc: 0.4469, top5_acc: 0.7004, loss_cls: 2.4624, loss: 2.4624, grad_norm: 2.5245 2021-01-25 15:20:48,090 - mmaction - INFO - Epoch [160][1240/2147] lr: 6.287e-02, eta: 3 days, 23:51:57, time: 1.531, data_time: 0.010, memory: 16628, top1_acc: 0.4196, top5_acc: 0.6737, loss_cls: 2.5666, loss: 2.5666, grad_norm: 2.5294 2021-01-25 15:21:16,921 - mmaction - INFO - Epoch [160][1260/2147] lr: 6.287e-02, eta: 3 days, 23:51:21, time: 1.440, data_time: 0.005, memory: 16628, top1_acc: 0.4375, top5_acc: 0.6839, loss_cls: 2.5133, loss: 2.5133, grad_norm: 2.5067 2021-01-25 15:21:51,198 - mmaction - INFO - Epoch [160][1280/2147] lr: 6.287e-02, eta: 3 days, 23:50:48, time: 1.713, data_time: 0.004, memory: 16628, top1_acc: 0.4281, top5_acc: 0.6661, loss_cls: 2.5849, loss: 2.5849, grad_norm: 2.5361 2021-01-25 15:22:21,986 - mmaction - INFO - Epoch [160][1300/2147] lr: 6.287e-02, eta: 3 days, 23:50:13, time: 1.537, data_time: 0.009, memory: 16628, top1_acc: 0.4353, top5_acc: 0.6719, loss_cls: 2.5508, loss: 2.5508, grad_norm: 2.5363 2021-01-25 15:22:52,944 - mmaction - INFO - Epoch [160][1320/2147] lr: 6.287e-02, eta: 3 days, 23:49:39, time: 1.552, data_time: 0.010, memory: 16628, top1_acc: 0.4464, top5_acc: 0.6884, loss_cls: 2.4838, loss: 2.4838, grad_norm: 2.4954 2021-01-25 15:23:23,257 - mmaction - INFO - Epoch [160][1340/2147] lr: 6.287e-02, eta: 3 days, 23:49:03, time: 1.515, data_time: 0.004, memory: 16628, top1_acc: 0.4330, top5_acc: 0.6728, loss_cls: 2.5514, loss: 2.5514, grad_norm: 2.5036 2021-01-25 15:23:55,754 - mmaction - INFO - Epoch [160][1360/2147] lr: 6.287e-02, eta: 3 days, 23:48:30, time: 1.626, data_time: 0.148, memory: 16628, top1_acc: 0.4379, top5_acc: 0.6853, loss_cls: 2.5115, loss: 2.5115, grad_norm: 2.5695 2021-01-25 15:24:25,623 - mmaction - INFO - Epoch [160][1380/2147] lr: 6.287e-02, eta: 3 days, 23:47:54, time: 1.495, data_time: 0.006, memory: 16628, top1_acc: 0.4397, top5_acc: 0.7013, loss_cls: 2.4614, loss: 2.4614, grad_norm: 2.5446 2021-01-25 15:24:53,920 - mmaction - INFO - Epoch [160][1400/2147] lr: 6.287e-02, eta: 3 days, 23:47:18, time: 1.416, data_time: 0.002, memory: 16628, top1_acc: 0.4308, top5_acc: 0.6817, loss_cls: 2.5556, loss: 2.5556, grad_norm: 2.5978 2021-01-25 15:25:22,138 - mmaction - INFO - Epoch [160][1420/2147] lr: 6.287e-02, eta: 3 days, 23:46:41, time: 1.411, data_time: 0.002, memory: 16628, top1_acc: 0.4379, top5_acc: 0.6862, loss_cls: 2.5025, loss: 2.5025, grad_norm: 2.5401 2021-01-25 15:25:56,794 - mmaction - INFO - Epoch [160][1440/2147] lr: 6.287e-02, eta: 3 days, 23:46:09, time: 1.731, data_time: 0.001, memory: 16628, top1_acc: 0.4402, top5_acc: 0.6786, loss_cls: 2.5192, loss: 2.5192, grad_norm: 2.5124 2021-01-25 15:26:31,074 - mmaction - INFO - Epoch [160][1460/2147] lr: 6.287e-02, eta: 3 days, 23:45:36, time: 1.711, data_time: 0.005, memory: 16628, top1_acc: 0.4397, top5_acc: 0.6879, loss_cls: 2.4700, loss: 2.4700, grad_norm: 2.5929 2021-01-25 15:26:59,967 - mmaction - INFO - Epoch [160][1480/2147] lr: 6.287e-02, eta: 3 days, 23:45:00, time: 1.448, data_time: 0.012, memory: 16628, top1_acc: 0.4478, top5_acc: 0.6808, loss_cls: 2.4855, loss: 2.4855, grad_norm: 2.5332 2021-01-25 15:27:31,450 - mmaction - INFO - Epoch [160][1500/2147] lr: 6.287e-02, eta: 3 days, 23:44:26, time: 1.574, data_time: 0.003, memory: 16628, top1_acc: 0.4330, top5_acc: 0.6777, loss_cls: 2.5389, loss: 2.5389, grad_norm: 2.5615 2021-01-25 15:28:00,862 - mmaction - INFO - Epoch [160][1520/2147] lr: 6.287e-02, eta: 3 days, 23:43:50, time: 1.460, data_time: 0.004, memory: 16628, top1_acc: 0.4335, top5_acc: 0.6781, loss_cls: 2.4754, loss: 2.4754, grad_norm: 2.5391 2021-01-25 15:28:31,040 - mmaction - INFO - Epoch [160][1540/2147] lr: 6.287e-02, eta: 3 days, 23:43:15, time: 1.521, data_time: 0.019, memory: 16628, top1_acc: 0.4156, top5_acc: 0.6835, loss_cls: 2.5195, loss: 2.5195, grad_norm: 2.5178 2021-01-25 15:29:01,883 - mmaction - INFO - Epoch [160][1560/2147] lr: 6.287e-02, eta: 3 days, 23:42:40, time: 1.536, data_time: 0.003, memory: 16628, top1_acc: 0.4210, top5_acc: 0.6741, loss_cls: 2.5630, loss: 2.5630, grad_norm: 2.5387 2021-01-25 15:29:34,494 - mmaction - INFO - Epoch [160][1580/2147] lr: 6.287e-02, eta: 3 days, 23:42:06, time: 1.637, data_time: 0.008, memory: 16628, top1_acc: 0.4335, top5_acc: 0.6786, loss_cls: 2.5193, loss: 2.5193, grad_norm: 2.5846 2021-01-25 15:30:04,980 - mmaction - INFO - Epoch [160][1600/2147] lr: 6.287e-02, eta: 3 days, 23:41:31, time: 1.524, data_time: 0.007, memory: 16628, top1_acc: 0.4295, top5_acc: 0.6817, loss_cls: 2.5252, loss: 2.5252, grad_norm: 2.5607 2021-01-25 15:30:36,498 - mmaction - INFO - Epoch [160][1620/2147] lr: 6.287e-02, eta: 3 days, 23:40:57, time: 1.575, data_time: 0.002, memory: 16628, top1_acc: 0.4424, top5_acc: 0.6853, loss_cls: 2.5299, loss: 2.5299, grad_norm: 2.5170 2021-01-25 15:31:08,077 - mmaction - INFO - Epoch [160][1640/2147] lr: 6.287e-02, eta: 3 days, 23:40:22, time: 1.577, data_time: 0.004, memory: 16628, top1_acc: 0.4424, top5_acc: 0.6821, loss_cls: 2.5045, loss: 2.5045, grad_norm: 2.5257 2021-01-25 15:31:41,052 - mmaction - INFO - Epoch [160][1660/2147] lr: 6.287e-02, eta: 3 days, 23:39:47, time: 1.485, data_time: 0.004, memory: 16628, top1_acc: 0.4397, top5_acc: 0.6839, loss_cls: 2.5177, loss: 2.5177, grad_norm: 2.5495 2021-01-25 15:32:15,174 - mmaction - INFO - Epoch [160][1680/2147] lr: 6.287e-02, eta: 3 days, 23:39:16, time: 1.872, data_time: 0.173, memory: 16628, top1_acc: 0.4460, top5_acc: 0.6804, loss_cls: 2.4951, loss: 2.4951, grad_norm: 2.4722 2021-01-25 15:32:45,597 - mmaction - INFO - Epoch [160][1700/2147] lr: 6.287e-02, eta: 3 days, 23:38:41, time: 1.521, data_time: 0.001, memory: 16628, top1_acc: 0.4384, top5_acc: 0.6853, loss_cls: 2.5058, loss: 2.5058, grad_norm: 2.5578 2021-01-25 15:33:20,162 - mmaction - INFO - Epoch [160][1720/2147] lr: 6.287e-02, eta: 3 days, 23:38:08, time: 1.720, data_time: 0.004, memory: 16628, top1_acc: 0.4353, top5_acc: 0.6799, loss_cls: 2.4961, loss: 2.4961, grad_norm: 2.5161 2021-01-25 15:33:50,317 - mmaction - INFO - Epoch [160][1740/2147] lr: 6.287e-02, eta: 3 days, 23:37:33, time: 1.516, data_time: 0.019, memory: 16628, top1_acc: 0.4205, top5_acc: 0.6737, loss_cls: 2.5867, loss: 2.5867, grad_norm: 2.4817 2021-01-25 15:34:21,147 - mmaction - INFO - Epoch [160][1760/2147] lr: 6.287e-02, eta: 3 days, 23:36:58, time: 1.538, data_time: 0.003, memory: 16628, top1_acc: 0.4254, top5_acc: 0.6728, loss_cls: 2.5583, loss: 2.5583, grad_norm: 2.5360 2021-01-25 15:34:52,463 - mmaction - INFO - Epoch [160][1780/2147] lr: 6.287e-02, eta: 3 days, 23:36:23, time: 1.567, data_time: 0.006, memory: 16628, top1_acc: 0.4308, top5_acc: 0.6929, loss_cls: 2.4978, loss: 2.4978, grad_norm: 2.5562 2021-01-25 15:35:23,288 - mmaction - INFO - Epoch [160][1800/2147] lr: 6.287e-02, eta: 3 days, 23:35:49, time: 1.544, data_time: 0.007, memory: 16628, top1_acc: 0.4473, top5_acc: 0.6879, loss_cls: 2.4690, loss: 2.4690, grad_norm: 2.4819 2021-01-25 15:35:54,795 - mmaction - INFO - Epoch [160][1820/2147] lr: 6.287e-02, eta: 3 days, 23:35:14, time: 1.574, data_time: 0.002, memory: 16628, top1_acc: 0.4067, top5_acc: 0.6705, loss_cls: 2.5911, loss: 2.5911, grad_norm: 2.6000 2021-01-25 15:36:23,264 - mmaction - INFO - Epoch [160][1840/2147] lr: 6.287e-02, eta: 3 days, 23:34:38, time: 1.426, data_time: 0.004, memory: 16628, top1_acc: 0.4268, top5_acc: 0.6696, loss_cls: 2.5786, loss: 2.5786, grad_norm: 2.5220 2021-01-25 15:36:54,313 - mmaction - INFO - Epoch [160][1860/2147] lr: 6.287e-02, eta: 3 days, 23:34:03, time: 1.552, data_time: 0.002, memory: 16628, top1_acc: 0.4241, top5_acc: 0.6750, loss_cls: 2.5290, loss: 2.5290, grad_norm: 2.4740 2021-01-25 15:37:22,817 - mmaction - INFO - Epoch [160][1880/2147] lr: 6.287e-02, eta: 3 days, 23:33:27, time: 1.424, data_time: 0.003, memory: 16628, top1_acc: 0.4326, top5_acc: 0.6795, loss_cls: 2.5287, loss: 2.5287, grad_norm: 2.4989 2021-01-25 15:37:54,674 - mmaction - INFO - Epoch [160][1900/2147] lr: 6.287e-02, eta: 3 days, 23:32:53, time: 1.595, data_time: 0.009, memory: 16628, top1_acc: 0.4290, top5_acc: 0.6777, loss_cls: 2.5367, loss: 2.5367, grad_norm: 2.4878 2021-01-25 15:38:23,543 - mmaction - INFO - Epoch [160][1920/2147] lr: 6.287e-02, eta: 3 days, 23:32:17, time: 1.443, data_time: 0.002, memory: 16628, top1_acc: 0.4344, top5_acc: 0.6853, loss_cls: 2.5126, loss: 2.5126, grad_norm: 2.4926 2021-01-25 15:38:56,966 - mmaction - INFO - Epoch [160][1940/2147] lr: 6.287e-02, eta: 3 days, 23:31:43, time: 1.667, data_time: 0.002, memory: 16628, top1_acc: 0.4384, top5_acc: 0.6902, loss_cls: 2.4474, loss: 2.4474, grad_norm: 2.5125 2021-01-25 15:39:25,714 - mmaction - INFO - Epoch [160][1960/2147] lr: 6.287e-02, eta: 3 days, 23:31:07, time: 1.441, data_time: 0.010, memory: 16628, top1_acc: 0.4147, top5_acc: 0.6629, loss_cls: 2.5917, loss: 2.5917, grad_norm: 2.5332 2021-01-25 15:39:56,142 - mmaction - INFO - Epoch [160][1980/2147] lr: 6.287e-02, eta: 3 days, 23:30:32, time: 1.519, data_time: 0.001, memory: 16628, top1_acc: 0.4263, top5_acc: 0.6692, loss_cls: 2.5511, loss: 2.5511, grad_norm: 2.5343 2021-01-25 15:40:25,872 - mmaction - INFO - Epoch [160][2000/2147] lr: 6.287e-02, eta: 3 days, 23:29:57, time: 1.487, data_time: 0.010, memory: 16628, top1_acc: 0.4366, top5_acc: 0.6839, loss_cls: 2.4979, loss: 2.4979, grad_norm: 2.5093 2021-01-25 15:40:56,535 - mmaction - INFO - Epoch [160][2020/2147] lr: 6.287e-02, eta: 3 days, 23:29:22, time: 1.534, data_time: 0.004, memory: 16628, top1_acc: 0.4103, top5_acc: 0.6554, loss_cls: 2.6390, loss: 2.6390, grad_norm: 2.5138 2021-01-25 15:41:27,396 - mmaction - INFO - Epoch [160][2040/2147] lr: 6.287e-02, eta: 3 days, 23:28:47, time: 1.540, data_time: 0.003, memory: 16628, top1_acc: 0.4125, top5_acc: 0.6768, loss_cls: 2.5422, loss: 2.5422, grad_norm: 2.5400 2021-01-25 15:41:57,230 - mmaction - INFO - Epoch [160][2060/2147] lr: 6.287e-02, eta: 3 days, 23:28:11, time: 1.495, data_time: 0.018, memory: 16628, top1_acc: 0.4290, top5_acc: 0.6759, loss_cls: 2.5497, loss: 2.5497, grad_norm: 2.5129 2021-01-25 15:42:32,814 - mmaction - INFO - Epoch [160][2080/2147] lr: 6.287e-02, eta: 3 days, 23:27:39, time: 1.765, data_time: 0.006, memory: 16628, top1_acc: 0.4388, top5_acc: 0.6871, loss_cls: 2.4687, loss: 2.4687, grad_norm: 2.4753 2021-01-25 15:43:06,011 - mmaction - INFO - Epoch [160][2100/2147] lr: 6.287e-02, eta: 3 days, 23:27:06, time: 1.672, data_time: 0.019, memory: 16628, top1_acc: 0.4210, top5_acc: 0.6942, loss_cls: 2.4778, loss: 2.4778, grad_norm: 2.4854 2021-01-25 15:43:36,493 - mmaction - INFO - Epoch [160][2120/2147] lr: 6.287e-02, eta: 3 days, 23:26:31, time: 1.524, data_time: 0.004, memory: 16628, top1_acc: 0.4219, top5_acc: 0.6737, loss_cls: 2.5373, loss: 2.5373, grad_norm: 2.5063 2021-01-25 15:44:05,770 - mmaction - INFO - Epoch [160][2140/2147] lr: 6.287e-02, eta: 3 days, 23:25:55, time: 1.465, data_time: 0.005, memory: 16628, top1_acc: 0.4170, top5_acc: 0.6638, loss_cls: 2.6264, loss: 2.6264, grad_norm: 2.5666 2021-01-25 15:44:37,256 - mmaction - INFO - Saving checkpoint at 160 epochs 2021-01-25 16:05:34,294 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-25 16:05:35,210 - mmaction - INFO - top1_acc 0.4974 top5_acc 0.7535 2021-01-25 16:05:35,210 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-25 16:05:35,272 - mmaction - INFO - mean_acc 0.4972 2021-01-25 16:05:35,273 - mmaction - INFO - Now best checkpoint is epoch_160.pth 2021-01-25 16:05:35,291 - mmaction - INFO - Epoch(val) [160][2147] top1_acc: 0.4974, top5_acc: 0.7535, mean_class_accuracy: 0.4972 2021-01-25 16:11:04,073 - mmaction - INFO - Epoch [161][20/2147] lr: 6.173e-02, eta: 3 days, 23:28:00, time: 16.433, data_time: 14.822, memory: 16628, top1_acc: 0.4393, top5_acc: 0.6946, loss_cls: 2.4703, loss: 2.4703, grad_norm: 2.5273 2021-01-25 16:11:36,012 - mmaction - INFO - Epoch [161][40/2147] lr: 6.173e-02, eta: 3 days, 23:27:26, time: 1.591, data_time: 0.011, memory: 16628, top1_acc: 0.4406, top5_acc: 0.6884, loss_cls: 2.4961, loss: 2.4961, grad_norm: 2.5173 2021-01-25 16:12:10,629 - mmaction - INFO - Epoch [161][60/2147] lr: 6.173e-02, eta: 3 days, 23:26:54, time: 1.739, data_time: 0.012, memory: 16628, top1_acc: 0.4406, top5_acc: 0.6924, loss_cls: 2.5081, loss: 2.5081, grad_norm: 2.5766 2021-01-25 16:12:41,286 - mmaction - INFO - Epoch [161][80/2147] lr: 6.173e-02, eta: 3 days, 23:26:19, time: 1.534, data_time: 0.007, memory: 16628, top1_acc: 0.4705, top5_acc: 0.6964, loss_cls: 2.4198, loss: 2.4198, grad_norm: 2.4886 2021-01-25 16:13:13,715 - mmaction - INFO - Epoch [161][100/2147] lr: 6.173e-02, eta: 3 days, 23:25:45, time: 1.620, data_time: 0.003, memory: 16628, top1_acc: 0.4397, top5_acc: 0.6929, loss_cls: 2.4555, loss: 2.4555, grad_norm: 2.5674 2021-01-25 16:13:44,438 - mmaction - INFO - Epoch [161][120/2147] lr: 6.173e-02, eta: 3 days, 23:25:10, time: 1.534, data_time: 0.005, memory: 16628, top1_acc: 0.4393, top5_acc: 0.6946, loss_cls: 2.4786, loss: 2.4786, grad_norm: 2.5910 2021-01-25 16:14:15,746 - mmaction - INFO - Epoch [161][140/2147] lr: 6.173e-02, eta: 3 days, 23:24:35, time: 1.565, data_time: 0.007, memory: 16628, top1_acc: 0.4205, top5_acc: 0.6696, loss_cls: 2.5175, loss: 2.5175, grad_norm: 2.5562 2021-01-25 16:14:47,289 - mmaction - INFO - Epoch [161][160/2147] lr: 6.173e-02, eta: 3 days, 23:24:01, time: 1.574, data_time: 0.010, memory: 16628, top1_acc: 0.4304, top5_acc: 0.6875, loss_cls: 2.4942, loss: 2.4942, grad_norm: 2.4902 2021-01-25 16:15:16,455 - mmaction - INFO - Epoch [161][180/2147] lr: 6.173e-02, eta: 3 days, 23:23:25, time: 1.465, data_time: 0.017, memory: 16628, top1_acc: 0.4393, top5_acc: 0.6884, loss_cls: 2.4429, loss: 2.4429, grad_norm: 2.5473 2021-01-25 16:15:47,570 - mmaction - INFO - Epoch [161][200/2147] lr: 6.173e-02, eta: 3 days, 23:22:50, time: 1.556, data_time: 0.002, memory: 16628, top1_acc: 0.4348, top5_acc: 0.6978, loss_cls: 2.4122, loss: 2.4122, grad_norm: 2.5277 2021-01-25 16:16:19,126 - mmaction - INFO - Epoch [161][220/2147] lr: 6.173e-02, eta: 3 days, 23:22:16, time: 1.578, data_time: 0.006, memory: 16628, top1_acc: 0.4531, top5_acc: 0.6844, loss_cls: 2.4618, loss: 2.4618, grad_norm: 2.5221 2021-01-25 16:16:57,428 - mmaction - INFO - Epoch [161][240/2147] lr: 6.173e-02, eta: 3 days, 23:21:45, time: 1.911, data_time: 0.126, memory: 16628, top1_acc: 0.4411, top5_acc: 0.6960, loss_cls: 2.4353, loss: 2.4353, grad_norm: 2.5083 2021-01-25 16:17:27,646 - mmaction - INFO - Epoch [161][260/2147] lr: 6.173e-02, eta: 3 days, 23:21:10, time: 1.514, data_time: 0.010, memory: 16628, top1_acc: 0.4335, top5_acc: 0.6763, loss_cls: 2.5032, loss: 2.5032, grad_norm: 2.5391 2021-01-25 16:18:02,469 - mmaction - INFO - Epoch [161][280/2147] lr: 6.173e-02, eta: 3 days, 23:20:38, time: 1.740, data_time: 0.003, memory: 16628, top1_acc: 0.4393, top5_acc: 0.7036, loss_cls: 2.4446, loss: 2.4446, grad_norm: 2.5563 2021-01-25 16:18:33,671 - mmaction - INFO - Epoch [161][300/2147] lr: 6.173e-02, eta: 3 days, 23:20:03, time: 1.560, data_time: 0.006, memory: 16628, top1_acc: 0.4424, top5_acc: 0.6839, loss_cls: 2.4824, loss: 2.4824, grad_norm: 2.5816 2021-01-25 16:19:03,372 - mmaction - INFO - Epoch [161][320/2147] lr: 6.173e-02, eta: 3 days, 23:19:28, time: 1.484, data_time: 0.003, memory: 16628, top1_acc: 0.4259, top5_acc: 0.6884, loss_cls: 2.4868, loss: 2.4868, grad_norm: 2.6235 2021-01-25 16:19:32,696 - mmaction - INFO - Epoch [161][340/2147] lr: 6.173e-02, eta: 3 days, 23:18:52, time: 1.465, data_time: 0.004, memory: 16628, top1_acc: 0.4540, top5_acc: 0.6875, loss_cls: 2.4583, loss: 2.4583, grad_norm: 2.5705 2021-01-25 16:20:03,676 - mmaction - INFO - Epoch [161][360/2147] lr: 6.173e-02, eta: 3 days, 23:18:17, time: 1.551, data_time: 0.006, memory: 16628, top1_acc: 0.4237, top5_acc: 0.6661, loss_cls: 2.5978, loss: 2.5978, grad_norm: 2.6206 2021-01-25 16:20:33,387 - mmaction - INFO - Epoch [161][380/2147] lr: 6.173e-02, eta: 3 days, 23:17:42, time: 1.487, data_time: 0.009, memory: 16628, top1_acc: 0.4080, top5_acc: 0.6719, loss_cls: 2.5882, loss: 2.5882, grad_norm: 2.5875 2021-01-25 16:21:01,712 - mmaction - INFO - Epoch [161][400/2147] lr: 6.173e-02, eta: 3 days, 23:17:05, time: 1.416, data_time: 0.001, memory: 16628, top1_acc: 0.4080, top5_acc: 0.6746, loss_cls: 2.5510, loss: 2.5510, grad_norm: 2.5737 2021-01-25 16:21:37,118 - mmaction - INFO - Epoch [161][420/2147] lr: 6.173e-02, eta: 3 days, 23:16:30, time: 1.516, data_time: 0.005, memory: 16628, top1_acc: 0.4402, top5_acc: 0.6955, loss_cls: 2.4344, loss: 2.4344, grad_norm: 2.4949 2021-01-25 16:22:08,855 - mmaction - INFO - Epoch [161][440/2147] lr: 6.173e-02, eta: 3 days, 23:15:59, time: 1.841, data_time: 0.257, memory: 16628, top1_acc: 0.4330, top5_acc: 0.6924, loss_cls: 2.4718, loss: 2.4718, grad_norm: 2.5837 2021-01-25 16:22:40,996 - mmaction - INFO - Epoch [161][460/2147] lr: 6.173e-02, eta: 3 days, 23:15:25, time: 1.605, data_time: 0.001, memory: 16628, top1_acc: 0.4504, top5_acc: 0.6942, loss_cls: 2.4373, loss: 2.4373, grad_norm: 2.5259 2021-01-25 16:23:11,716 - mmaction - INFO - Epoch [161][480/2147] lr: 6.173e-02, eta: 3 days, 23:14:50, time: 1.534, data_time: 0.007, memory: 16628, top1_acc: 0.4371, top5_acc: 0.6982, loss_cls: 2.4670, loss: 2.4670, grad_norm: 2.4887 2021-01-25 16:23:40,657 - mmaction - INFO - Epoch [161][500/2147] lr: 6.173e-02, eta: 3 days, 23:14:14, time: 1.450, data_time: 0.011, memory: 16628, top1_acc: 0.4201, top5_acc: 0.6915, loss_cls: 2.4692, loss: 2.4692, grad_norm: 2.5296 2021-01-25 16:24:09,675 - mmaction - INFO - Epoch [161][520/2147] lr: 6.173e-02, eta: 3 days, 23:13:38, time: 1.443, data_time: 0.003, memory: 16628, top1_acc: 0.4397, top5_acc: 0.6884, loss_cls: 2.4647, loss: 2.4647, grad_norm: 2.5425 2021-01-25 16:24:41,258 - mmaction - INFO - Epoch [161][540/2147] lr: 6.173e-02, eta: 3 days, 23:13:03, time: 1.585, data_time: 0.011, memory: 16628, top1_acc: 0.4246, top5_acc: 0.6629, loss_cls: 2.5763, loss: 2.5763, grad_norm: 2.5623 2021-01-25 16:25:10,034 - mmaction - INFO - Epoch [161][560/2147] lr: 6.173e-02, eta: 3 days, 23:12:27, time: 1.440, data_time: 0.007, memory: 16628, top1_acc: 0.4321, top5_acc: 0.6790, loss_cls: 2.5031, loss: 2.5031, grad_norm: 2.5225 2021-01-25 16:25:38,620 - mmaction - INFO - Epoch [161][580/2147] lr: 6.173e-02, eta: 3 days, 23:11:51, time: 1.422, data_time: 0.003, memory: 16628, top1_acc: 0.4424, top5_acc: 0.6902, loss_cls: 2.4547, loss: 2.4547, grad_norm: 2.5214 2021-01-25 16:26:10,259 - mmaction - INFO - Epoch [161][600/2147] lr: 6.173e-02, eta: 3 days, 23:11:17, time: 1.581, data_time: 0.014, memory: 16628, top1_acc: 0.4482, top5_acc: 0.6888, loss_cls: 2.4288, loss: 2.4288, grad_norm: 2.5346 2021-01-25 16:26:39,023 - mmaction - INFO - Epoch [161][620/2147] lr: 6.173e-02, eta: 3 days, 23:10:41, time: 1.447, data_time: 0.011, memory: 16628, top1_acc: 0.4295, top5_acc: 0.6933, loss_cls: 2.4647, loss: 2.4647, grad_norm: 2.5314 2021-01-25 16:27:12,944 - mmaction - INFO - Epoch [161][640/2147] lr: 6.173e-02, eta: 3 days, 23:10:08, time: 1.694, data_time: 0.004, memory: 16628, top1_acc: 0.4446, top5_acc: 0.6710, loss_cls: 2.5030, loss: 2.5030, grad_norm: 2.5288 2021-01-25 16:27:43,289 - mmaction - INFO - Epoch [161][660/2147] lr: 6.173e-02, eta: 3 days, 23:09:33, time: 1.519, data_time: 0.004, memory: 16628, top1_acc: 0.4362, top5_acc: 0.6902, loss_cls: 2.5036, loss: 2.5036, grad_norm: 2.5366 2021-01-25 16:28:12,240 - mmaction - INFO - Epoch [161][680/2147] lr: 6.173e-02, eta: 3 days, 23:08:57, time: 1.447, data_time: 0.003, memory: 16628, top1_acc: 0.4353, top5_acc: 0.6951, loss_cls: 2.4683, loss: 2.4683, grad_norm: 2.5158 2021-01-25 16:28:43,057 - mmaction - INFO - Epoch [161][700/2147] lr: 6.173e-02, eta: 3 days, 23:08:22, time: 1.540, data_time: 0.009, memory: 16628, top1_acc: 0.4237, top5_acc: 0.6710, loss_cls: 2.5126, loss: 2.5126, grad_norm: 2.5204 2021-01-25 16:29:15,019 - mmaction - INFO - Epoch [161][720/2147] lr: 6.173e-02, eta: 3 days, 23:07:47, time: 1.598, data_time: 0.007, memory: 16628, top1_acc: 0.4290, top5_acc: 0.6670, loss_cls: 2.5703, loss: 2.5703, grad_norm: 2.5615 2021-01-25 16:29:47,759 - mmaction - INFO - Epoch [161][740/2147] lr: 6.173e-02, eta: 3 days, 23:07:14, time: 1.633, data_time: 0.006, memory: 16628, top1_acc: 0.4603, top5_acc: 0.7156, loss_cls: 2.3251, loss: 2.3251, grad_norm: 2.4427 2021-01-25 16:30:17,053 - mmaction - INFO - Epoch [161][760/2147] lr: 6.173e-02, eta: 3 days, 23:06:38, time: 1.461, data_time: 0.023, memory: 16628, top1_acc: 0.4362, top5_acc: 0.6808, loss_cls: 2.5157, loss: 2.5157, grad_norm: 2.6421 2021-01-25 16:30:47,397 - mmaction - INFO - Epoch [161][780/2147] lr: 6.173e-02, eta: 3 days, 23:06:03, time: 1.522, data_time: 0.016, memory: 16628, top1_acc: 0.4545, top5_acc: 0.6969, loss_cls: 2.4221, loss: 2.4221, grad_norm: 2.5995 2021-01-25 16:31:16,138 - mmaction - INFO - Epoch [161][800/2147] lr: 6.173e-02, eta: 3 days, 23:05:27, time: 1.438, data_time: 0.009, memory: 16628, top1_acc: 0.4594, top5_acc: 0.6884, loss_cls: 2.4165, loss: 2.4165, grad_norm: 2.5247 2021-01-25 16:31:53,794 - mmaction - INFO - Epoch [161][820/2147] lr: 6.173e-02, eta: 3 days, 23:04:56, time: 1.884, data_time: 0.004, memory: 16628, top1_acc: 0.4513, top5_acc: 0.6987, loss_cls: 2.4153, loss: 2.4153, grad_norm: 2.6016 2021-01-25 16:32:22,299 - mmaction - INFO - Epoch [161][840/2147] lr: 6.173e-02, eta: 3 days, 23:04:20, time: 1.425, data_time: 0.002, memory: 16628, top1_acc: 0.4308, top5_acc: 0.6795, loss_cls: 2.4925, loss: 2.4925, grad_norm: 2.6458 2021-01-25 16:32:56,922 - mmaction - INFO - Epoch [161][860/2147] lr: 6.173e-02, eta: 3 days, 23:03:47, time: 1.730, data_time: 0.002, memory: 16628, top1_acc: 0.4433, top5_acc: 0.6871, loss_cls: 2.4866, loss: 2.4866, grad_norm: 2.5187 2021-01-25 16:33:25,531 - mmaction - INFO - Epoch [161][880/2147] lr: 6.173e-02, eta: 3 days, 23:03:11, time: 1.431, data_time: 0.003, memory: 16628, top1_acc: 0.4379, top5_acc: 0.6848, loss_cls: 2.4852, loss: 2.4852, grad_norm: 2.5624 2021-01-25 16:33:55,551 - mmaction - INFO - Epoch [161][900/2147] lr: 6.173e-02, eta: 3 days, 23:02:36, time: 1.502, data_time: 0.002, memory: 16628, top1_acc: 0.4384, top5_acc: 0.6830, loss_cls: 2.5141, loss: 2.5141, grad_norm: 2.5552 2021-01-25 16:34:26,011 - mmaction - INFO - Epoch [161][920/2147] lr: 6.173e-02, eta: 3 days, 23:02:01, time: 1.521, data_time: 0.008, memory: 16628, top1_acc: 0.4165, top5_acc: 0.6768, loss_cls: 2.5551, loss: 2.5551, grad_norm: 2.6054 2021-01-25 16:35:01,665 - mmaction - INFO - Epoch [161][940/2147] lr: 6.173e-02, eta: 3 days, 23:01:29, time: 1.780, data_time: 0.008, memory: 16628, top1_acc: 0.4339, top5_acc: 0.6687, loss_cls: 2.5204, loss: 2.5204, grad_norm: 2.4961 2021-01-25 16:35:33,072 - mmaction - INFO - Epoch [161][960/2147] lr: 6.173e-02, eta: 3 days, 23:00:54, time: 1.572, data_time: 0.011, memory: 16628, top1_acc: 0.4455, top5_acc: 0.6857, loss_cls: 2.4922, loss: 2.4922, grad_norm: 2.5405 2021-01-25 16:36:03,389 - mmaction - INFO - Epoch [161][980/2147] lr: 6.173e-02, eta: 3 days, 23:00:19, time: 1.518, data_time: 0.009, memory: 16628, top1_acc: 0.4308, top5_acc: 0.6759, loss_cls: 2.5498, loss: 2.5498, grad_norm: 2.5642 2021-01-25 16:36:34,069 - mmaction - INFO - Epoch [161][1000/2147] lr: 6.173e-02, eta: 3 days, 22:59:44, time: 1.517, data_time: 0.003, memory: 16628, top1_acc: 0.4259, top5_acc: 0.6911, loss_cls: 2.4672, loss: 2.4672, grad_norm: 2.6132 2021-01-25 16:37:04,351 - mmaction - INFO - Epoch [161][1020/2147] lr: 6.173e-02, eta: 3 days, 22:59:09, time: 1.532, data_time: 0.020, memory: 16628, top1_acc: 0.4496, top5_acc: 0.6799, loss_cls: 2.4876, loss: 2.4876, grad_norm: 2.5527 2021-01-25 16:37:34,137 - mmaction - INFO - Epoch [161][1040/2147] lr: 6.173e-02, eta: 3 days, 22:58:33, time: 1.489, data_time: 0.008, memory: 16628, top1_acc: 0.4254, top5_acc: 0.6786, loss_cls: 2.5142, loss: 2.5142, grad_norm: 2.5144 2021-01-25 16:38:04,213 - mmaction - INFO - Epoch [161][1060/2147] lr: 6.173e-02, eta: 3 days, 22:57:58, time: 1.497, data_time: 0.007, memory: 16628, top1_acc: 0.4348, top5_acc: 0.6906, loss_cls: 2.4988, loss: 2.4988, grad_norm: 2.5958 2021-01-25 16:38:36,728 - mmaction - INFO - Epoch [161][1080/2147] lr: 6.173e-02, eta: 3 days, 22:57:24, time: 1.629, data_time: 0.012, memory: 16628, top1_acc: 0.4201, top5_acc: 0.6621, loss_cls: 2.6144, loss: 2.6144, grad_norm: 2.6041 2021-01-25 16:39:08,677 - mmaction - INFO - Epoch [161][1100/2147] lr: 6.173e-02, eta: 3 days, 22:56:50, time: 1.601, data_time: 0.008, memory: 16628, top1_acc: 0.4192, top5_acc: 0.6607, loss_cls: 2.5893, loss: 2.5893, grad_norm: 2.5076 2021-01-25 16:39:37,266 - mmaction - INFO - Epoch [161][1120/2147] lr: 6.173e-02, eta: 3 days, 22:56:14, time: 1.431, data_time: 0.005, memory: 16628, top1_acc: 0.4384, top5_acc: 0.6821, loss_cls: 2.5227, loss: 2.5227, grad_norm: 2.5115 2021-01-25 16:40:12,191 - mmaction - INFO - Epoch [161][1140/2147] lr: 6.173e-02, eta: 3 days, 22:55:41, time: 1.736, data_time: 0.001, memory: 16628, top1_acc: 0.4424, top5_acc: 0.6853, loss_cls: 2.4770, loss: 2.4770, grad_norm: 2.5400 2021-01-25 16:40:43,462 - mmaction - INFO - Epoch [161][1160/2147] lr: 6.173e-02, eta: 3 days, 22:55:07, time: 1.572, data_time: 0.013, memory: 16628, top1_acc: 0.4388, top5_acc: 0.6826, loss_cls: 2.4771, loss: 2.4771, grad_norm: 2.5804 2021-01-25 16:41:14,957 - mmaction - INFO - Epoch [161][1180/2147] lr: 6.173e-02, eta: 3 days, 22:54:33, time: 1.576, data_time: 0.005, memory: 16628, top1_acc: 0.4429, top5_acc: 0.6763, loss_cls: 2.5323, loss: 2.5323, grad_norm: 2.5187 2021-01-25 16:41:49,941 - mmaction - INFO - Epoch [161][1200/2147] lr: 6.173e-02, eta: 3 days, 22:54:00, time: 1.749, data_time: 0.004, memory: 16628, top1_acc: 0.4295, top5_acc: 0.6750, loss_cls: 2.5344, loss: 2.5344, grad_norm: 2.5221 2021-01-25 16:42:20,242 - mmaction - INFO - Epoch [161][1220/2147] lr: 6.173e-02, eta: 3 days, 22:53:25, time: 1.515, data_time: 0.008, memory: 16628, top1_acc: 0.4598, top5_acc: 0.6866, loss_cls: 2.4489, loss: 2.4489, grad_norm: 2.5718 2021-01-25 16:42:49,725 - mmaction - INFO - Epoch [161][1240/2147] lr: 6.173e-02, eta: 3 days, 22:52:49, time: 1.475, data_time: 0.003, memory: 16628, top1_acc: 0.4241, top5_acc: 0.6808, loss_cls: 2.4724, loss: 2.4724, grad_norm: 2.5797 2021-01-25 16:43:18,975 - mmaction - INFO - Epoch [161][1260/2147] lr: 6.173e-02, eta: 3 days, 22:52:14, time: 1.462, data_time: 0.021, memory: 16628, top1_acc: 0.4304, top5_acc: 0.6893, loss_cls: 2.5052, loss: 2.5052, grad_norm: 2.5394 2021-01-25 16:43:50,379 - mmaction - INFO - Epoch [161][1280/2147] lr: 6.173e-02, eta: 3 days, 22:51:39, time: 1.570, data_time: 0.005, memory: 16628, top1_acc: 0.4321, top5_acc: 0.6754, loss_cls: 2.5254, loss: 2.5254, grad_norm: 2.5135 2021-01-25 16:44:18,569 - mmaction - INFO - Epoch [161][1300/2147] lr: 6.173e-02, eta: 3 days, 22:51:03, time: 1.410, data_time: 0.003, memory: 16628, top1_acc: 0.4272, top5_acc: 0.6781, loss_cls: 2.5548, loss: 2.5548, grad_norm: 2.5142 2021-01-25 16:44:54,623 - mmaction - INFO - Epoch [161][1320/2147] lr: 6.173e-02, eta: 3 days, 22:50:31, time: 1.801, data_time: 0.002, memory: 16628, top1_acc: 0.4558, top5_acc: 0.6978, loss_cls: 2.4611, loss: 2.4611, grad_norm: 2.4868 2021-01-25 16:45:23,565 - mmaction - INFO - Epoch [161][1340/2147] lr: 6.173e-02, eta: 3 days, 22:49:55, time: 1.448, data_time: 0.007, memory: 16628, top1_acc: 0.4545, top5_acc: 0.6987, loss_cls: 2.4172, loss: 2.4172, grad_norm: 2.5158 2021-01-25 16:45:56,012 - mmaction - INFO - Epoch [161][1360/2147] lr: 6.173e-02, eta: 3 days, 22:49:21, time: 1.617, data_time: 0.005, memory: 16628, top1_acc: 0.4527, top5_acc: 0.7036, loss_cls: 2.4111, loss: 2.4111, grad_norm: 2.5232 2021-01-25 16:46:24,417 - mmaction - INFO - Epoch [161][1380/2147] lr: 6.173e-02, eta: 3 days, 22:48:45, time: 1.423, data_time: 0.011, memory: 16628, top1_acc: 0.4509, top5_acc: 0.6929, loss_cls: 2.4311, loss: 2.4311, grad_norm: 2.5271 2021-01-25 16:46:54,973 - mmaction - INFO - Epoch [161][1400/2147] lr: 6.173e-02, eta: 3 days, 22:48:10, time: 1.530, data_time: 0.006, memory: 16628, top1_acc: 0.4277, top5_acc: 0.6741, loss_cls: 2.5380, loss: 2.5380, grad_norm: 2.5559 2021-01-25 16:47:24,899 - mmaction - INFO - Epoch [161][1420/2147] lr: 6.173e-02, eta: 3 days, 22:47:34, time: 1.495, data_time: 0.003, memory: 16628, top1_acc: 0.4174, top5_acc: 0.6701, loss_cls: 2.5534, loss: 2.5534, grad_norm: 2.5066 2021-01-25 16:47:54,914 - mmaction - INFO - Epoch [161][1440/2147] lr: 6.173e-02, eta: 3 days, 22:46:59, time: 1.502, data_time: 0.008, memory: 16628, top1_acc: 0.4348, top5_acc: 0.6643, loss_cls: 2.5773, loss: 2.5773, grad_norm: 2.4587 2021-01-25 16:48:26,509 - mmaction - INFO - Epoch [161][1460/2147] lr: 6.173e-02, eta: 3 days, 22:46:25, time: 1.580, data_time: 0.003, memory: 16628, top1_acc: 0.4326, top5_acc: 0.6964, loss_cls: 2.4579, loss: 2.4579, grad_norm: 2.5077 2021-01-25 16:48:55,240 - mmaction - INFO - Epoch [161][1480/2147] lr: 6.173e-02, eta: 3 days, 22:45:49, time: 1.438, data_time: 0.004, memory: 16628, top1_acc: 0.4446, top5_acc: 0.6853, loss_cls: 2.4643, loss: 2.4643, grad_norm: 2.5364 2021-01-25 16:49:24,772 - mmaction - INFO - Epoch [161][1500/2147] lr: 6.173e-02, eta: 3 days, 22:45:13, time: 1.476, data_time: 0.003, memory: 16628, top1_acc: 0.4290, top5_acc: 0.6723, loss_cls: 2.5442, loss: 2.5442, grad_norm: 2.5219 2021-01-25 16:49:54,372 - mmaction - INFO - Epoch [161][1520/2147] lr: 6.173e-02, eta: 3 days, 22:44:37, time: 1.476, data_time: 0.005, memory: 16628, top1_acc: 0.4295, top5_acc: 0.6844, loss_cls: 2.5338, loss: 2.5338, grad_norm: 2.5680 2021-01-25 16:50:22,888 - mmaction - INFO - Epoch [161][1540/2147] lr: 6.173e-02, eta: 3 days, 22:44:01, time: 1.430, data_time: 0.006, memory: 16628, top1_acc: 0.4335, top5_acc: 0.6853, loss_cls: 2.4998, loss: 2.4998, grad_norm: 2.5729 2021-01-25 16:50:54,499 - mmaction - INFO - Epoch [161][1560/2147] lr: 6.173e-02, eta: 3 days, 22:43:27, time: 1.580, data_time: 0.003, memory: 16628, top1_acc: 0.4299, top5_acc: 0.6875, loss_cls: 2.4973, loss: 2.4973, grad_norm: 2.6484 2021-01-25 16:51:24,824 - mmaction - INFO - Epoch [161][1580/2147] lr: 6.173e-02, eta: 3 days, 22:42:52, time: 1.512, data_time: 0.003, memory: 16628, top1_acc: 0.4067, top5_acc: 0.6661, loss_cls: 2.5993, loss: 2.5993, grad_norm: 2.5755 2021-01-25 16:51:58,814 - mmaction - INFO - Epoch [161][1600/2147] lr: 6.173e-02, eta: 3 days, 22:42:19, time: 1.703, data_time: 0.008, memory: 16628, top1_acc: 0.4299, top5_acc: 0.6821, loss_cls: 2.5106, loss: 2.5106, grad_norm: 2.5563 2021-01-25 16:52:28,647 - mmaction - INFO - Epoch [161][1620/2147] lr: 6.173e-02, eta: 3 days, 22:41:43, time: 1.491, data_time: 0.002, memory: 16628, top1_acc: 0.4152, top5_acc: 0.6621, loss_cls: 2.6269, loss: 2.6269, grad_norm: 2.5746 2021-01-25 16:53:00,705 - mmaction - INFO - Epoch [161][1640/2147] lr: 6.173e-02, eta: 3 days, 22:41:09, time: 1.602, data_time: 0.004, memory: 16628, top1_acc: 0.4277, top5_acc: 0.6665, loss_cls: 2.5381, loss: 2.5381, grad_norm: 2.5100 2021-01-25 16:53:29,646 - mmaction - INFO - Epoch [161][1660/2147] lr: 6.173e-02, eta: 3 days, 22:40:33, time: 1.450, data_time: 0.007, memory: 16628, top1_acc: 0.4321, top5_acc: 0.6754, loss_cls: 2.5007, loss: 2.5007, grad_norm: 2.5693 2021-01-25 16:53:58,062 - mmaction - INFO - Epoch [161][1680/2147] lr: 6.173e-02, eta: 3 days, 22:39:57, time: 1.420, data_time: 0.003, memory: 16628, top1_acc: 0.4219, top5_acc: 0.6844, loss_cls: 2.5462, loss: 2.5462, grad_norm: 2.5342 2021-01-25 16:54:26,839 - mmaction - INFO - Epoch [161][1700/2147] lr: 6.173e-02, eta: 3 days, 22:39:21, time: 1.438, data_time: 0.005, memory: 16628, top1_acc: 0.4442, top5_acc: 0.6781, loss_cls: 2.4662, loss: 2.4662, grad_norm: 2.5721 2021-01-25 16:54:58,388 - mmaction - INFO - Epoch [161][1720/2147] lr: 6.173e-02, eta: 3 days, 22:38:47, time: 1.577, data_time: 0.003, memory: 16628, top1_acc: 0.4388, top5_acc: 0.6772, loss_cls: 2.5019, loss: 2.5019, grad_norm: 2.5203 2021-01-25 16:55:31,395 - mmaction - INFO - Epoch [161][1740/2147] lr: 6.173e-02, eta: 3 days, 22:38:13, time: 1.651, data_time: 0.003, memory: 16628, top1_acc: 0.4478, top5_acc: 0.6884, loss_cls: 2.4103, loss: 2.4103, grad_norm: 2.4397 2021-01-25 16:56:02,287 - mmaction - INFO - Epoch [161][1760/2147] lr: 6.173e-02, eta: 3 days, 22:37:38, time: 1.543, data_time: 0.003, memory: 16628, top1_acc: 0.4344, top5_acc: 0.6857, loss_cls: 2.5106, loss: 2.5106, grad_norm: 2.5642 2021-01-25 16:56:30,681 - mmaction - INFO - Epoch [161][1780/2147] lr: 6.173e-02, eta: 3 days, 22:37:02, time: 1.420, data_time: 0.003, memory: 16628, top1_acc: 0.4384, top5_acc: 0.6812, loss_cls: 2.5181, loss: 2.5181, grad_norm: 2.5241 2021-01-25 16:57:02,349 - mmaction - INFO - Epoch [161][1800/2147] lr: 6.173e-02, eta: 3 days, 22:36:28, time: 1.584, data_time: 0.002, memory: 16628, top1_acc: 0.4254, top5_acc: 0.6719, loss_cls: 2.5225, loss: 2.5225, grad_norm: 2.5963 2021-01-25 16:57:30,803 - mmaction - INFO - Epoch [161][1820/2147] lr: 6.173e-02, eta: 3 days, 22:35:52, time: 1.423, data_time: 0.005, memory: 16628, top1_acc: 0.4415, top5_acc: 0.6933, loss_cls: 2.4648, loss: 2.4648, grad_norm: 2.5877 2021-01-25 16:58:11,691 - mmaction - INFO - Epoch [161][1840/2147] lr: 6.173e-02, eta: 3 days, 22:35:23, time: 2.034, data_time: 0.004, memory: 16628, top1_acc: 0.4259, top5_acc: 0.6759, loss_cls: 2.5517, loss: 2.5517, grad_norm: 2.5911 2021-01-25 16:58:42,392 - mmaction - INFO - Epoch [161][1860/2147] lr: 6.173e-02, eta: 3 days, 22:34:48, time: 1.544, data_time: 0.016, memory: 16628, top1_acc: 0.4362, top5_acc: 0.6795, loss_cls: 2.4935, loss: 2.4935, grad_norm: 2.5610 2021-01-25 16:59:12,437 - mmaction - INFO - Epoch [161][1880/2147] lr: 6.173e-02, eta: 3 days, 22:34:12, time: 1.504, data_time: 0.004, memory: 16628, top1_acc: 0.4272, top5_acc: 0.6750, loss_cls: 2.5527, loss: 2.5527, grad_norm: 2.5606 2021-01-25 16:59:46,523 - mmaction - INFO - Epoch [161][1900/2147] lr: 6.173e-02, eta: 3 days, 22:33:40, time: 1.703, data_time: 0.004, memory: 16628, top1_acc: 0.4379, top5_acc: 0.6844, loss_cls: 2.5129, loss: 2.5129, grad_norm: 2.5236 2021-01-25 17:00:16,613 - mmaction - INFO - Epoch [161][1920/2147] lr: 6.173e-02, eta: 3 days, 22:33:04, time: 1.506, data_time: 0.008, memory: 16628, top1_acc: 0.4232, top5_acc: 0.6786, loss_cls: 2.5306, loss: 2.5306, grad_norm: 2.5950 2021-01-25 17:00:47,837 - mmaction - INFO - Epoch [161][1940/2147] lr: 6.173e-02, eta: 3 days, 22:32:30, time: 1.561, data_time: 0.006, memory: 16628, top1_acc: 0.4281, top5_acc: 0.6737, loss_cls: 2.5540, loss: 2.5540, grad_norm: 2.5874 2021-01-25 17:01:16,357 - mmaction - INFO - Epoch [161][1960/2147] lr: 6.173e-02, eta: 3 days, 22:31:53, time: 1.423, data_time: 0.009, memory: 16628, top1_acc: 0.4384, top5_acc: 0.6804, loss_cls: 2.4732, loss: 2.4732, grad_norm: 2.4972 2021-01-25 17:01:50,520 - mmaction - INFO - Epoch [161][1980/2147] lr: 6.173e-02, eta: 3 days, 22:31:21, time: 1.709, data_time: 0.009, memory: 16628, top1_acc: 0.4388, top5_acc: 0.6862, loss_cls: 2.5111, loss: 2.5111, grad_norm: 2.6150 2021-01-25 17:02:23,175 - mmaction - INFO - Epoch [161][2000/2147] lr: 6.173e-02, eta: 3 days, 22:30:47, time: 1.625, data_time: 0.011, memory: 16628, top1_acc: 0.4455, top5_acc: 0.6821, loss_cls: 2.4906, loss: 2.4906, grad_norm: 2.5273 2021-01-25 17:02:53,464 - mmaction - INFO - Epoch [161][2020/2147] lr: 6.173e-02, eta: 3 days, 22:30:12, time: 1.525, data_time: 0.016, memory: 16628, top1_acc: 0.4384, top5_acc: 0.6866, loss_cls: 2.4587, loss: 2.4587, grad_norm: 2.4938 2021-01-25 17:03:24,347 - mmaction - INFO - Epoch [161][2040/2147] lr: 6.173e-02, eta: 3 days, 22:29:37, time: 1.544, data_time: 0.003, memory: 16628, top1_acc: 0.4321, top5_acc: 0.6732, loss_cls: 2.5505, loss: 2.5505, grad_norm: 2.5340 2021-01-25 17:03:56,898 - mmaction - INFO - Epoch [161][2060/2147] lr: 6.173e-02, eta: 3 days, 22:29:03, time: 1.623, data_time: 0.004, memory: 16628, top1_acc: 0.4263, top5_acc: 0.6719, loss_cls: 2.5406, loss: 2.5406, grad_norm: 2.5622 2021-01-25 17:04:26,474 - mmaction - INFO - Epoch [161][2080/2147] lr: 6.173e-02, eta: 3 days, 22:28:28, time: 1.479, data_time: 0.014, memory: 16628, top1_acc: 0.4397, top5_acc: 0.6848, loss_cls: 2.4882, loss: 2.4882, grad_norm: 2.5535 2021-01-25 17:04:55,835 - mmaction - INFO - Epoch [161][2100/2147] lr: 6.173e-02, eta: 3 days, 22:27:52, time: 1.472, data_time: 0.008, memory: 16628, top1_acc: 0.4330, top5_acc: 0.6723, loss_cls: 2.5337, loss: 2.5337, grad_norm: 2.5297 2021-01-25 17:05:27,194 - mmaction - INFO - Epoch [161][2120/2147] lr: 6.173e-02, eta: 3 days, 22:27:17, time: 1.564, data_time: 0.003, memory: 16628, top1_acc: 0.4424, top5_acc: 0.6835, loss_cls: 2.5023, loss: 2.5023, grad_norm: 2.4853 2021-01-25 17:05:55,775 - mmaction - INFO - Epoch [161][2140/2147] lr: 6.173e-02, eta: 3 days, 22:26:41, time: 1.432, data_time: 0.007, memory: 16628, top1_acc: 0.4321, top5_acc: 0.6808, loss_cls: 2.4886, loss: 2.4886, grad_norm: 2.5398 2021-01-25 17:11:27,185 - mmaction - INFO - Epoch [162][20/2147] lr: 6.060e-02, eta: 3 days, 22:28:30, time: 15.245, data_time: 13.510, memory: 16628, top1_acc: 0.4304, top5_acc: 0.6893, loss_cls: 2.4790, loss: 2.4790, grad_norm: 2.5625 2021-01-25 17:12:01,622 - mmaction - INFO - Epoch [162][40/2147] lr: 6.060e-02, eta: 3 days, 22:27:57, time: 1.723, data_time: 0.012, memory: 16628, top1_acc: 0.4241, top5_acc: 0.6924, loss_cls: 2.4785, loss: 2.4785, grad_norm: 2.5775 2021-01-25 17:12:33,659 - mmaction - INFO - Epoch [162][60/2147] lr: 6.060e-02, eta: 3 days, 22:27:23, time: 1.602, data_time: 0.020, memory: 16628, top1_acc: 0.4317, top5_acc: 0.6830, loss_cls: 2.5089, loss: 2.5089, grad_norm: 2.5820 2021-01-25 17:13:02,484 - mmaction - INFO - Epoch [162][80/2147] lr: 6.060e-02, eta: 3 days, 22:26:47, time: 1.440, data_time: 0.006, memory: 16628, top1_acc: 0.4469, top5_acc: 0.6987, loss_cls: 2.4393, loss: 2.4393, grad_norm: 2.5443 2021-01-25 17:13:31,740 - mmaction - INFO - Epoch [162][100/2147] lr: 6.060e-02, eta: 3 days, 22:26:11, time: 1.456, data_time: 0.005, memory: 16628, top1_acc: 0.4603, top5_acc: 0.6991, loss_cls: 2.3981, loss: 2.3981, grad_norm: 2.5139 2021-01-25 17:14:01,016 - mmaction - INFO - Epoch [162][120/2147] lr: 6.060e-02, eta: 3 days, 22:25:35, time: 1.473, data_time: 0.012, memory: 16628, top1_acc: 0.4496, top5_acc: 0.6929, loss_cls: 2.4014, loss: 2.4014, grad_norm: 2.5420 2021-01-25 17:14:29,772 - mmaction - INFO - Epoch [162][140/2147] lr: 6.060e-02, eta: 3 days, 22:24:59, time: 1.437, data_time: 0.002, memory: 16628, top1_acc: 0.4647, top5_acc: 0.6996, loss_cls: 2.4267, loss: 2.4267, grad_norm: 2.5862 2021-01-25 17:15:03,801 - mmaction - INFO - Epoch [162][160/2147] lr: 6.060e-02, eta: 3 days, 22:24:26, time: 1.697, data_time: 0.003, memory: 16628, top1_acc: 0.4518, top5_acc: 0.6879, loss_cls: 2.4909, loss: 2.4909, grad_norm: 2.6215 2021-01-25 17:15:33,107 - mmaction - INFO - Epoch [162][180/2147] lr: 6.060e-02, eta: 3 days, 22:23:51, time: 1.471, data_time: 0.012, memory: 16628, top1_acc: 0.4272, top5_acc: 0.6871, loss_cls: 2.5137, loss: 2.5137, grad_norm: 2.6689 2021-01-25 17:16:03,829 - mmaction - INFO - Epoch [162][200/2147] lr: 6.060e-02, eta: 3 days, 22:23:16, time: 1.535, data_time: 0.004, memory: 16628, top1_acc: 0.4576, top5_acc: 0.6933, loss_cls: 2.4153, loss: 2.4153, grad_norm: 2.5518 2021-01-25 17:16:34,711 - mmaction - INFO - Epoch [162][220/2147] lr: 6.060e-02, eta: 3 days, 22:22:41, time: 1.545, data_time: 0.011, memory: 16628, top1_acc: 0.4246, top5_acc: 0.6830, loss_cls: 2.5169, loss: 2.5169, grad_norm: 2.5755 2021-01-25 17:17:15,186 - mmaction - INFO - Epoch [162][240/2147] lr: 6.060e-02, eta: 3 days, 22:22:12, time: 2.021, data_time: 0.085, memory: 16628, top1_acc: 0.4612, top5_acc: 0.6996, loss_cls: 2.3689, loss: 2.3689, grad_norm: 2.5145 2021-01-25 17:17:45,658 - mmaction - INFO - Epoch [162][260/2147] lr: 6.060e-02, eta: 3 days, 22:21:37, time: 1.523, data_time: 0.009, memory: 16628, top1_acc: 0.4437, top5_acc: 0.6875, loss_cls: 2.4659, loss: 2.4659, grad_norm: 2.5582 2021-01-25 17:18:14,273 - mmaction - INFO - Epoch [162][280/2147] lr: 6.060e-02, eta: 3 days, 22:21:00, time: 1.434, data_time: 0.006, memory: 16628, top1_acc: 0.4420, top5_acc: 0.6857, loss_cls: 2.4806, loss: 2.4806, grad_norm: 2.5281 2021-01-25 17:18:44,277 - mmaction - INFO - Epoch [162][300/2147] lr: 6.060e-02, eta: 3 days, 22:20:25, time: 1.500, data_time: 0.002, memory: 16628, top1_acc: 0.4589, top5_acc: 0.6897, loss_cls: 2.4581, loss: 2.4581, grad_norm: 2.6265 2021-01-25 17:19:13,251 - mmaction - INFO - Epoch [162][320/2147] lr: 6.060e-02, eta: 3 days, 22:19:49, time: 1.449, data_time: 0.003, memory: 16628, top1_acc: 0.4259, top5_acc: 0.6746, loss_cls: 2.5169, loss: 2.5169, grad_norm: 2.6311 2021-01-25 17:19:41,787 - mmaction - INFO - Epoch [162][340/2147] lr: 6.060e-02, eta: 3 days, 22:19:13, time: 1.427, data_time: 0.003, memory: 16628, top1_acc: 0.4281, top5_acc: 0.6790, loss_cls: 2.5174, loss: 2.5174, grad_norm: 2.6008 2021-01-25 17:20:13,072 - mmaction - INFO - Epoch [162][360/2147] lr: 6.060e-02, eta: 3 days, 22:18:38, time: 1.564, data_time: 0.003, memory: 16628, top1_acc: 0.4482, top5_acc: 0.6839, loss_cls: 2.4958, loss: 2.4958, grad_norm: 2.5578 2021-01-25 17:20:42,350 - mmaction - INFO - Epoch [162][380/2147] lr: 6.060e-02, eta: 3 days, 22:18:03, time: 1.464, data_time: 0.003, memory: 16628, top1_acc: 0.4312, top5_acc: 0.6888, loss_cls: 2.4896, loss: 2.4896, grad_norm: 2.5873 2021-01-25 17:21:11,403 - mmaction - INFO - Epoch [162][400/2147] lr: 6.060e-02, eta: 3 days, 22:17:27, time: 1.450, data_time: 0.005, memory: 16628, top1_acc: 0.4357, top5_acc: 0.6728, loss_cls: 2.5255, loss: 2.5255, grad_norm: 2.5224 2021-01-25 17:21:45,466 - mmaction - INFO - Epoch [162][420/2147] lr: 6.060e-02, eta: 3 days, 22:16:53, time: 1.648, data_time: 0.026, memory: 16628, top1_acc: 0.4531, top5_acc: 0.6924, loss_cls: 2.4350, loss: 2.4350, grad_norm: 2.5316 2021-01-25 17:22:16,815 - mmaction - INFO - Epoch [162][440/2147] lr: 6.060e-02, eta: 3 days, 22:16:19, time: 1.623, data_time: 0.070, memory: 16628, top1_acc: 0.4464, top5_acc: 0.6857, loss_cls: 2.4672, loss: 2.4672, grad_norm: 2.6104 2021-01-25 17:22:45,706 - mmaction - INFO - Epoch [162][460/2147] lr: 6.060e-02, eta: 3 days, 22:15:43, time: 1.441, data_time: 0.004, memory: 16628, top1_acc: 0.4286, top5_acc: 0.6674, loss_cls: 2.5612, loss: 2.5612, grad_norm: 2.6159 2021-01-25 17:23:15,475 - mmaction - INFO - Epoch [162][480/2147] lr: 6.060e-02, eta: 3 days, 22:15:08, time: 1.495, data_time: 0.008, memory: 16628, top1_acc: 0.4379, top5_acc: 0.6915, loss_cls: 2.4504, loss: 2.4504, grad_norm: 2.5646 2021-01-25 17:23:47,888 - mmaction - INFO - Epoch [162][500/2147] lr: 6.060e-02, eta: 3 days, 22:14:34, time: 1.620, data_time: 0.003, memory: 16628, top1_acc: 0.4469, top5_acc: 0.6862, loss_cls: 2.4703, loss: 2.4703, grad_norm: 2.5707 2021-01-25 17:24:19,269 - mmaction - INFO - Epoch [162][520/2147] lr: 6.060e-02, eta: 3 days, 22:13:59, time: 1.565, data_time: 0.008, memory: 16628, top1_acc: 0.4437, top5_acc: 0.6821, loss_cls: 2.4652, loss: 2.4652, grad_norm: 2.5725 2021-01-25 17:24:49,692 - mmaction - INFO - Epoch [162][540/2147] lr: 6.060e-02, eta: 3 days, 22:13:24, time: 1.524, data_time: 0.007, memory: 16628, top1_acc: 0.4241, top5_acc: 0.6616, loss_cls: 2.5558, loss: 2.5558, grad_norm: 2.6349 2021-01-25 17:25:21,079 - mmaction - INFO - Epoch [162][560/2147] lr: 6.060e-02, eta: 3 days, 22:12:50, time: 1.570, data_time: 0.006, memory: 16628, top1_acc: 0.4496, top5_acc: 0.6933, loss_cls: 2.4454, loss: 2.4454, grad_norm: 2.5028 2021-01-25 17:25:52,696 - mmaction - INFO - Epoch [162][580/2147] lr: 6.060e-02, eta: 3 days, 22:12:16, time: 1.581, data_time: 0.007, memory: 16628, top1_acc: 0.4379, top5_acc: 0.6795, loss_cls: 2.5603, loss: 2.5603, grad_norm: 2.6099 2021-01-25 17:26:23,045 - mmaction - INFO - Epoch [162][600/2147] lr: 6.060e-02, eta: 3 days, 22:11:40, time: 1.508, data_time: 0.003, memory: 16628, top1_acc: 0.4339, top5_acc: 0.6750, loss_cls: 2.5367, loss: 2.5367, grad_norm: 2.5690 2021-01-25 17:26:55,094 - mmaction - INFO - Epoch [162][620/2147] lr: 6.060e-02, eta: 3 days, 22:11:06, time: 1.612, data_time: 0.012, memory: 16628, top1_acc: 0.4420, top5_acc: 0.6906, loss_cls: 2.4714, loss: 2.4714, grad_norm: 2.5472 2021-01-25 17:27:25,618 - mmaction - INFO - Epoch [162][640/2147] lr: 6.060e-02, eta: 3 days, 22:10:31, time: 1.527, data_time: 0.007, memory: 16628, top1_acc: 0.4496, top5_acc: 0.6902, loss_cls: 2.4196, loss: 2.4196, grad_norm: 2.5618 2021-01-25 17:27:54,688 - mmaction - INFO - Epoch [162][660/2147] lr: 6.060e-02, eta: 3 days, 22:09:55, time: 1.453, data_time: 0.008, memory: 16628, top1_acc: 0.4375, top5_acc: 0.6808, loss_cls: 2.5474, loss: 2.5474, grad_norm: 2.6231 2021-01-25 17:28:29,771 - mmaction - INFO - Epoch [162][680/2147] lr: 6.060e-02, eta: 3 days, 22:09:23, time: 1.753, data_time: 0.003, memory: 16628, top1_acc: 0.4313, top5_acc: 0.6746, loss_cls: 2.5749, loss: 2.5749, grad_norm: 2.6191 2021-01-25 17:28:58,827 - mmaction - INFO - Epoch [162][700/2147] lr: 6.060e-02, eta: 3 days, 22:08:47, time: 1.454, data_time: 0.004, memory: 16628, top1_acc: 0.4388, top5_acc: 0.6862, loss_cls: 2.4764, loss: 2.4764, grad_norm: 2.5355 2021-01-25 17:29:27,201 - mmaction - INFO - Epoch [162][720/2147] lr: 6.060e-02, eta: 3 days, 22:08:11, time: 1.418, data_time: 0.002, memory: 16628, top1_acc: 0.4357, top5_acc: 0.6830, loss_cls: 2.5180, loss: 2.5180, grad_norm: 2.5840 2021-01-25 17:30:04,375 - mmaction - INFO - Epoch [162][740/2147] lr: 6.060e-02, eta: 3 days, 22:07:40, time: 1.857, data_time: 0.002, memory: 16628, top1_acc: 0.4629, top5_acc: 0.6969, loss_cls: 2.4286, loss: 2.4286, grad_norm: 2.5115 2021-01-25 17:30:35,079 - mmaction - INFO - Epoch [162][760/2147] lr: 6.060e-02, eta: 3 days, 22:07:05, time: 1.534, data_time: 0.006, memory: 16628, top1_acc: 0.4451, top5_acc: 0.6817, loss_cls: 2.4655, loss: 2.4655, grad_norm: 2.5072 2021-01-25 17:31:03,525 - mmaction - INFO - Epoch [162][780/2147] lr: 6.060e-02, eta: 3 days, 22:06:29, time: 1.425, data_time: 0.009, memory: 16628, top1_acc: 0.4393, top5_acc: 0.6679, loss_cls: 2.5287, loss: 2.5287, grad_norm: 2.5878 2021-01-25 17:31:32,283 - mmaction - INFO - Epoch [162][800/2147] lr: 6.060e-02, eta: 3 days, 22:05:53, time: 1.438, data_time: 0.002, memory: 16628, top1_acc: 0.4522, top5_acc: 0.6929, loss_cls: 2.4222, loss: 2.4222, grad_norm: 2.5395 2021-01-25 17:32:05,699 - mmaction - INFO - Epoch [162][820/2147] lr: 6.060e-02, eta: 3 days, 22:05:19, time: 1.670, data_time: 0.003, memory: 16628, top1_acc: 0.4317, top5_acc: 0.6768, loss_cls: 2.5391, loss: 2.5391, grad_norm: 2.5369 2021-01-25 17:32:34,813 - mmaction - INFO - Epoch [162][840/2147] lr: 6.060e-02, eta: 3 days, 22:04:44, time: 1.456, data_time: 0.003, memory: 16628, top1_acc: 0.4165, top5_acc: 0.6710, loss_cls: 2.5578, loss: 2.5578, grad_norm: 2.5963 2021-01-25 17:33:03,944 - mmaction - INFO - Epoch [162][860/2147] lr: 6.060e-02, eta: 3 days, 22:04:08, time: 1.457, data_time: 0.006, memory: 16628, top1_acc: 0.4576, top5_acc: 0.6924, loss_cls: 2.4104, loss: 2.4104, grad_norm: 2.5735 2021-01-25 17:33:33,307 - mmaction - INFO - Epoch [162][880/2147] lr: 6.060e-02, eta: 3 days, 22:03:32, time: 1.467, data_time: 0.004, memory: 16628, top1_acc: 0.4393, top5_acc: 0.6790, loss_cls: 2.5150, loss: 2.5150, grad_norm: 2.6882 2021-01-25 17:34:04,466 - mmaction - INFO - Epoch [162][900/2147] lr: 6.060e-02, eta: 3 days, 22:02:57, time: 1.552, data_time: 0.003, memory: 16628, top1_acc: 0.4433, top5_acc: 0.6902, loss_cls: 2.4835, loss: 2.4835, grad_norm: 2.4992 2021-01-25 17:34:36,477 - mmaction - INFO - Epoch [162][920/2147] lr: 6.060e-02, eta: 3 days, 22:02:23, time: 1.601, data_time: 0.017, memory: 16628, top1_acc: 0.4259, top5_acc: 0.6647, loss_cls: 2.5512, loss: 2.5512, grad_norm: 2.4934 2021-01-25 17:35:06,047 - mmaction - INFO - Epoch [162][940/2147] lr: 6.060e-02, eta: 3 days, 22:01:48, time: 1.483, data_time: 0.012, memory: 16628, top1_acc: 0.4406, top5_acc: 0.6897, loss_cls: 2.4557, loss: 2.4557, grad_norm: 2.5554 2021-01-25 17:35:36,957 - mmaction - INFO - Epoch [162][960/2147] lr: 6.060e-02, eta: 3 days, 22:01:13, time: 1.547, data_time: 0.004, memory: 16628, top1_acc: 0.4402, top5_acc: 0.6862, loss_cls: 2.4817, loss: 2.4817, grad_norm: 2.6142 2021-01-25 17:36:06,712 - mmaction - INFO - Epoch [162][980/2147] lr: 6.060e-02, eta: 3 days, 22:00:38, time: 1.486, data_time: 0.036, memory: 16628, top1_acc: 0.4375, top5_acc: 0.6915, loss_cls: 2.4628, loss: 2.4628, grad_norm: 2.5782 2021-01-25 17:36:43,007 - mmaction - INFO - Epoch [162][1000/2147] lr: 6.060e-02, eta: 3 days, 22:00:03, time: 1.560, data_time: 0.007, memory: 16628, top1_acc: 0.4295, top5_acc: 0.6830, loss_cls: 2.4866, loss: 2.4866, grad_norm: 2.5159 2021-01-25 17:37:19,740 - mmaction - INFO - Epoch [162][1020/2147] lr: 6.060e-02, eta: 3 days, 21:59:35, time: 2.090, data_time: 0.289, memory: 16628, top1_acc: 0.4326, top5_acc: 0.6817, loss_cls: 2.4866, loss: 2.4866, grad_norm: 2.6450 2021-01-25 17:37:49,287 - mmaction - INFO - Epoch [162][1040/2147] lr: 6.060e-02, eta: 3 days, 21:58:59, time: 1.479, data_time: 0.008, memory: 16628, top1_acc: 0.4558, top5_acc: 0.7009, loss_cls: 2.4220, loss: 2.4220, grad_norm: 2.5607 2021-01-25 17:38:21,731 - mmaction - INFO - Epoch [162][1060/2147] lr: 6.060e-02, eta: 3 days, 21:58:25, time: 1.622, data_time: 0.004, memory: 16628, top1_acc: 0.4268, top5_acc: 0.6772, loss_cls: 2.5323, loss: 2.5323, grad_norm: 2.5769 2021-01-25 17:38:51,577 - mmaction - INFO - Epoch [162][1080/2147] lr: 6.060e-02, eta: 3 days, 21:57:50, time: 1.491, data_time: 0.006, memory: 16628, top1_acc: 0.4366, top5_acc: 0.6933, loss_cls: 2.4322, loss: 2.4322, grad_norm: 2.5531 2021-01-25 17:39:20,401 - mmaction - INFO - Epoch [162][1100/2147] lr: 6.060e-02, eta: 3 days, 21:57:14, time: 1.437, data_time: 0.005, memory: 16628, top1_acc: 0.4241, top5_acc: 0.6589, loss_cls: 2.5902, loss: 2.5902, grad_norm: 2.6186 2021-01-25 17:39:50,344 - mmaction - INFO - Epoch [162][1120/2147] lr: 6.060e-02, eta: 3 days, 21:56:38, time: 1.492, data_time: 0.013, memory: 16628, top1_acc: 0.4388, top5_acc: 0.6826, loss_cls: 2.5014, loss: 2.5014, grad_norm: 2.5889 2021-01-25 17:40:22,316 - mmaction - INFO - Epoch [162][1140/2147] lr: 6.060e-02, eta: 3 days, 21:56:04, time: 1.610, data_time: 0.017, memory: 16628, top1_acc: 0.4299, top5_acc: 0.6759, loss_cls: 2.5385, loss: 2.5385, grad_norm: 2.6128 2021-01-25 17:40:52,455 - mmaction - INFO - Epoch [162][1160/2147] lr: 6.060e-02, eta: 3 days, 21:55:29, time: 1.506, data_time: 0.004, memory: 16628, top1_acc: 0.4308, top5_acc: 0.6862, loss_cls: 2.5116, loss: 2.5116, grad_norm: 2.6259 2021-01-25 17:41:22,921 - mmaction - INFO - Epoch [162][1180/2147] lr: 6.060e-02, eta: 3 days, 21:54:54, time: 1.524, data_time: 0.005, memory: 16628, top1_acc: 0.4317, top5_acc: 0.6821, loss_cls: 2.4909, loss: 2.4909, grad_norm: 2.5665 2021-01-25 17:41:53,170 - mmaction - INFO - Epoch [162][1200/2147] lr: 6.060e-02, eta: 3 days, 21:54:19, time: 1.513, data_time: 0.003, memory: 16628, top1_acc: 0.4473, top5_acc: 0.6906, loss_cls: 2.4461, loss: 2.4461, grad_norm: 2.5971 2021-01-25 17:42:24,185 - mmaction - INFO - Epoch [162][1220/2147] lr: 6.060e-02, eta: 3 days, 21:53:44, time: 1.548, data_time: 0.005, memory: 16628, top1_acc: 0.4518, top5_acc: 0.7004, loss_cls: 2.4200, loss: 2.4200, grad_norm: 2.5697 2021-01-25 17:42:54,633 - mmaction - INFO - Epoch [162][1240/2147] lr: 6.060e-02, eta: 3 days, 21:53:09, time: 1.520, data_time: 0.008, memory: 16628, top1_acc: 0.4339, top5_acc: 0.6897, loss_cls: 2.4965, loss: 2.4965, grad_norm: 2.6289 2021-01-25 17:43:24,964 - mmaction - INFO - Epoch [162][1260/2147] lr: 6.060e-02, eta: 3 days, 21:52:34, time: 1.521, data_time: 0.012, memory: 16628, top1_acc: 0.4420, top5_acc: 0.6911, loss_cls: 2.4661, loss: 2.4661, grad_norm: 2.5470 2021-01-25 17:43:54,118 - mmaction - INFO - Epoch [162][1280/2147] lr: 6.060e-02, eta: 3 days, 21:51:58, time: 1.451, data_time: 0.003, memory: 16628, top1_acc: 0.4500, top5_acc: 0.6884, loss_cls: 2.4346, loss: 2.4346, grad_norm: 2.5818 2021-01-25 17:44:24,983 - mmaction - INFO - Epoch [162][1300/2147] lr: 6.060e-02, eta: 3 days, 21:51:23, time: 1.549, data_time: 0.020, memory: 16628, top1_acc: 0.4313, top5_acc: 0.6781, loss_cls: 2.5243, loss: 2.5243, grad_norm: 2.6176 2021-01-25 17:44:54,365 - mmaction - INFO - Epoch [162][1320/2147] lr: 6.060e-02, eta: 3 days, 21:50:48, time: 1.471, data_time: 0.005, memory: 16628, top1_acc: 0.4313, top5_acc: 0.6812, loss_cls: 2.5392, loss: 2.5392, grad_norm: 2.5353 2021-01-25 17:45:23,362 - mmaction - INFO - Epoch [162][1340/2147] lr: 6.060e-02, eta: 3 days, 21:50:12, time: 1.448, data_time: 0.001, memory: 16628, top1_acc: 0.4437, top5_acc: 0.6817, loss_cls: 2.5069, loss: 2.5069, grad_norm: 2.5548 2021-01-25 17:45:53,438 - mmaction - INFO - Epoch [162][1360/2147] lr: 6.060e-02, eta: 3 days, 21:49:37, time: 1.505, data_time: 0.005, memory: 16628, top1_acc: 0.4295, top5_acc: 0.6812, loss_cls: 2.5220, loss: 2.5220, grad_norm: 2.5405 2021-01-25 17:46:24,313 - mmaction - INFO - Epoch [162][1380/2147] lr: 6.060e-02, eta: 3 days, 21:49:02, time: 1.540, data_time: 0.004, memory: 16628, top1_acc: 0.4487, top5_acc: 0.6969, loss_cls: 2.4379, loss: 2.4379, grad_norm: 2.5597 2021-01-25 17:46:57,990 - mmaction - INFO - Epoch [162][1400/2147] lr: 6.060e-02, eta: 3 days, 21:48:29, time: 1.686, data_time: 0.068, memory: 16628, top1_acc: 0.4406, top5_acc: 0.6911, loss_cls: 2.4892, loss: 2.4892, grad_norm: 2.5767 2021-01-25 17:47:28,696 - mmaction - INFO - Epoch [162][1420/2147] lr: 6.060e-02, eta: 3 days, 21:47:54, time: 1.538, data_time: 0.005, memory: 16628, top1_acc: 0.4241, top5_acc: 0.6902, loss_cls: 2.5233, loss: 2.5233, grad_norm: 2.5480 2021-01-25 17:47:57,767 - mmaction - INFO - Epoch [162][1440/2147] lr: 6.060e-02, eta: 3 days, 21:47:18, time: 1.450, data_time: 0.003, memory: 16628, top1_acc: 0.4567, top5_acc: 0.7112, loss_cls: 2.3683, loss: 2.3683, grad_norm: 2.4950 2021-01-25 17:48:28,164 - mmaction - INFO - Epoch [162][1460/2147] lr: 6.060e-02, eta: 3 days, 21:46:43, time: 1.522, data_time: 0.007, memory: 16628, top1_acc: 0.4237, top5_acc: 0.6710, loss_cls: 2.5537, loss: 2.5537, grad_norm: 2.5886 2021-01-25 17:48:57,789 - mmaction - INFO - Epoch [162][1480/2147] lr: 6.060e-02, eta: 3 days, 21:46:07, time: 1.480, data_time: 0.006, memory: 16628, top1_acc: 0.4348, top5_acc: 0.6951, loss_cls: 2.4479, loss: 2.4479, grad_norm: 2.4409 2021-01-25 17:49:28,451 - mmaction - INFO - Epoch [162][1500/2147] lr: 6.060e-02, eta: 3 days, 21:45:33, time: 1.535, data_time: 0.006, memory: 16628, top1_acc: 0.4451, top5_acc: 0.6920, loss_cls: 2.4409, loss: 2.4409, grad_norm: 2.5489 2021-01-25 17:50:03,085 - mmaction - INFO - Epoch [162][1520/2147] lr: 6.060e-02, eta: 3 days, 21:45:00, time: 1.731, data_time: 0.007, memory: 16628, top1_acc: 0.4384, top5_acc: 0.6741, loss_cls: 2.4760, loss: 2.4760, grad_norm: 2.5440 2021-01-25 17:50:39,880 - mmaction - INFO - Epoch [162][1540/2147] lr: 6.060e-02, eta: 3 days, 21:44:29, time: 1.841, data_time: 0.010, memory: 16628, top1_acc: 0.4335, top5_acc: 0.6902, loss_cls: 2.4492, loss: 2.4492, grad_norm: 2.5988 2021-01-25 17:51:10,476 - mmaction - INFO - Epoch [162][1560/2147] lr: 6.060e-02, eta: 3 days, 21:43:54, time: 1.526, data_time: 0.006, memory: 16628, top1_acc: 0.4268, top5_acc: 0.6812, loss_cls: 2.5334, loss: 2.5334, grad_norm: 2.5791 2021-01-25 17:51:45,693 - mmaction - INFO - Epoch [162][1580/2147] lr: 6.060e-02, eta: 3 days, 21:43:21, time: 1.762, data_time: 0.010, memory: 16628, top1_acc: 0.4393, top5_acc: 0.6987, loss_cls: 2.4615, loss: 2.4615, grad_norm: 2.5425 2021-01-25 17:52:15,942 - mmaction - INFO - Epoch [162][1600/2147] lr: 6.060e-02, eta: 3 days, 21:42:46, time: 1.511, data_time: 0.010, memory: 16628, top1_acc: 0.4446, top5_acc: 0.6862, loss_cls: 2.5081, loss: 2.5081, grad_norm: 2.5480 2021-01-25 17:52:48,329 - mmaction - INFO - Epoch [162][1620/2147] lr: 6.060e-02, eta: 3 days, 21:42:12, time: 1.620, data_time: 0.007, memory: 16628, top1_acc: 0.4393, top5_acc: 0.6866, loss_cls: 2.4716, loss: 2.4716, grad_norm: 2.5412 2021-01-25 17:53:23,915 - mmaction - INFO - Epoch [162][1640/2147] lr: 6.060e-02, eta: 3 days, 21:41:40, time: 1.775, data_time: 0.013, memory: 16628, top1_acc: 0.4223, top5_acc: 0.6768, loss_cls: 2.5490, loss: 2.5490, grad_norm: 2.5748 2021-01-25 17:53:55,221 - mmaction - INFO - Epoch [162][1660/2147] lr: 6.060e-02, eta: 3 days, 21:41:06, time: 1.574, data_time: 0.020, memory: 16628, top1_acc: 0.4330, top5_acc: 0.6714, loss_cls: 2.5276, loss: 2.5276, grad_norm: 2.5795 2021-01-25 17:54:24,818 - mmaction - INFO - Epoch [162][1680/2147] lr: 6.060e-02, eta: 3 days, 21:40:30, time: 1.479, data_time: 0.005, memory: 16628, top1_acc: 0.4446, top5_acc: 0.6875, loss_cls: 2.4717, loss: 2.4717, grad_norm: 2.5678 2021-01-25 17:54:53,769 - mmaction - INFO - Epoch [162][1700/2147] lr: 6.060e-02, eta: 3 days, 21:39:54, time: 1.439, data_time: 0.010, memory: 16628, top1_acc: 0.4455, top5_acc: 0.6893, loss_cls: 2.4854, loss: 2.4854, grad_norm: 2.5307 2021-01-25 17:55:23,508 - mmaction - INFO - Epoch [162][1720/2147] lr: 6.060e-02, eta: 3 days, 21:39:19, time: 1.497, data_time: 0.018, memory: 16628, top1_acc: 0.4504, top5_acc: 0.7009, loss_cls: 2.4123, loss: 2.4123, grad_norm: 2.5313 2021-01-25 17:55:56,609 - mmaction - INFO - Epoch [162][1740/2147] lr: 6.060e-02, eta: 3 days, 21:38:45, time: 1.652, data_time: 0.009, memory: 16628, top1_acc: 0.4442, top5_acc: 0.6839, loss_cls: 2.4809, loss: 2.4809, grad_norm: 2.5471 2021-01-25 17:56:29,078 - mmaction - INFO - Epoch [162][1760/2147] lr: 6.060e-02, eta: 3 days, 21:38:12, time: 1.625, data_time: 0.011, memory: 16628, top1_acc: 0.4308, top5_acc: 0.6915, loss_cls: 2.5221, loss: 2.5221, grad_norm: 2.5429 2021-01-25 17:57:01,630 - mmaction - INFO - Epoch [162][1780/2147] lr: 6.060e-02, eta: 3 days, 21:37:38, time: 1.628, data_time: 0.006, memory: 16628, top1_acc: 0.4536, top5_acc: 0.6897, loss_cls: 2.4424, loss: 2.4424, grad_norm: 2.5470 2021-01-25 17:57:31,029 - mmaction - INFO - Epoch [162][1800/2147] lr: 6.060e-02, eta: 3 days, 21:37:02, time: 1.468, data_time: 0.005, memory: 16628, top1_acc: 0.4366, top5_acc: 0.6795, loss_cls: 2.5509, loss: 2.5509, grad_norm: 2.5150 2021-01-25 17:58:05,198 - mmaction - INFO - Epoch [162][1820/2147] lr: 6.060e-02, eta: 3 days, 21:36:29, time: 1.710, data_time: 0.008, memory: 16628, top1_acc: 0.4326, top5_acc: 0.6701, loss_cls: 2.5235, loss: 2.5235, grad_norm: 2.5615 2021-01-25 17:58:35,832 - mmaction - INFO - Epoch [162][1840/2147] lr: 6.060e-02, eta: 3 days, 21:35:54, time: 1.532, data_time: 0.005, memory: 16628, top1_acc: 0.4393, top5_acc: 0.6973, loss_cls: 2.4692, loss: 2.4692, grad_norm: 2.6123 2021-01-25 17:59:06,443 - mmaction - INFO - Epoch [162][1860/2147] lr: 6.060e-02, eta: 3 days, 21:35:19, time: 1.528, data_time: 0.004, memory: 16628, top1_acc: 0.4357, top5_acc: 0.6812, loss_cls: 2.4689, loss: 2.4689, grad_norm: 2.5913 2021-01-25 17:59:37,658 - mmaction - INFO - Epoch [162][1880/2147] lr: 6.060e-02, eta: 3 days, 21:34:45, time: 1.562, data_time: 0.006, memory: 16628, top1_acc: 0.4326, top5_acc: 0.6754, loss_cls: 2.5373, loss: 2.5373, grad_norm: 2.5815 2021-01-25 18:00:06,916 - mmaction - INFO - Epoch [162][1900/2147] lr: 6.060e-02, eta: 3 days, 21:34:09, time: 1.460, data_time: 0.002, memory: 16628, top1_acc: 0.4339, top5_acc: 0.6705, loss_cls: 2.5438, loss: 2.5438, grad_norm: 2.5392 2021-01-25 18:00:37,312 - mmaction - INFO - Epoch [162][1920/2147] lr: 6.060e-02, eta: 3 days, 21:33:34, time: 1.523, data_time: 0.012, memory: 16628, top1_acc: 0.4420, top5_acc: 0.6799, loss_cls: 2.4737, loss: 2.4737, grad_norm: 2.5278 2021-01-25 18:01:06,453 - mmaction - INFO - Epoch [162][1940/2147] lr: 6.060e-02, eta: 3 days, 21:32:58, time: 1.457, data_time: 0.001, memory: 16628, top1_acc: 0.4246, top5_acc: 0.6804, loss_cls: 2.5256, loss: 2.5256, grad_norm: 2.5498 2021-01-25 18:01:37,960 - mmaction - INFO - Epoch [162][1960/2147] lr: 6.060e-02, eta: 3 days, 21:32:24, time: 1.575, data_time: 0.031, memory: 16628, top1_acc: 0.4371, top5_acc: 0.6754, loss_cls: 2.5264, loss: 2.5264, grad_norm: 2.6130 2021-01-25 18:02:18,539 - mmaction - INFO - Epoch [162][1980/2147] lr: 6.060e-02, eta: 3 days, 21:31:55, time: 2.030, data_time: 0.004, memory: 16628, top1_acc: 0.4371, top5_acc: 0.6705, loss_cls: 2.5447, loss: 2.5447, grad_norm: 2.5813 2021-01-25 18:02:46,959 - mmaction - INFO - Epoch [162][2000/2147] lr: 6.060e-02, eta: 3 days, 21:31:19, time: 1.421, data_time: 0.002, memory: 16628, top1_acc: 0.4268, top5_acc: 0.6942, loss_cls: 2.5143, loss: 2.5143, grad_norm: 2.5380 2021-01-25 18:03:17,622 - mmaction - INFO - Epoch [162][2020/2147] lr: 6.060e-02, eta: 3 days, 21:30:44, time: 1.533, data_time: 0.003, memory: 16628, top1_acc: 0.4330, top5_acc: 0.6839, loss_cls: 2.4906, loss: 2.4906, grad_norm: 2.5703 2021-01-25 18:03:48,396 - mmaction - INFO - Epoch [162][2040/2147] lr: 6.060e-02, eta: 3 days, 21:30:09, time: 1.538, data_time: 0.002, memory: 16628, top1_acc: 0.4397, top5_acc: 0.6799, loss_cls: 2.5262, loss: 2.5262, grad_norm: 2.5554 2021-01-25 18:04:18,210 - mmaction - INFO - Epoch [162][2060/2147] lr: 6.060e-02, eta: 3 days, 21:29:33, time: 1.488, data_time: 0.015, memory: 16628, top1_acc: 0.4237, top5_acc: 0.6723, loss_cls: 2.5998, loss: 2.5998, grad_norm: 2.5463 2021-01-25 18:04:47,372 - mmaction - INFO - Epoch [162][2080/2147] lr: 6.060e-02, eta: 3 days, 21:28:58, time: 1.458, data_time: 0.006, memory: 16628, top1_acc: 0.4603, top5_acc: 0.7000, loss_cls: 2.4514, loss: 2.4514, grad_norm: 2.5119 2021-01-25 18:05:30,329 - mmaction - INFO - Epoch [162][2100/2147] lr: 6.060e-02, eta: 3 days, 21:28:30, time: 2.147, data_time: 0.010, memory: 16628, top1_acc: 0.4527, top5_acc: 0.6821, loss_cls: 2.4814, loss: 2.4814, grad_norm: 2.5292 2021-01-25 18:05:59,309 - mmaction - INFO - Epoch [162][2120/2147] lr: 6.060e-02, eta: 3 days, 21:27:54, time: 1.453, data_time: 0.013, memory: 16628, top1_acc: 0.4491, top5_acc: 0.6853, loss_cls: 2.4957, loss: 2.4957, grad_norm: 2.5320 2021-01-25 18:06:30,827 - mmaction - INFO - Epoch [162][2140/2147] lr: 6.060e-02, eta: 3 days, 21:27:20, time: 1.573, data_time: 0.003, memory: 16628, top1_acc: 0.4527, top5_acc: 0.6982, loss_cls: 2.4554, loss: 2.4554, grad_norm: 2.5153 2021-01-25 18:14:27,431 - mmaction - INFO - Epoch [163][20/2147] lr: 5.948e-02, eta: 3 days, 21:30:23, time: 21.926, data_time: 20.131, memory: 16628, top1_acc: 0.4478, top5_acc: 0.6933, loss_cls: 2.4425, loss: 2.4425, grad_norm: 2.5687 2021-01-25 18:15:00,705 - mmaction - INFO - Epoch [163][40/2147] lr: 5.948e-02, eta: 3 days, 21:29:50, time: 1.671, data_time: 0.018, memory: 16628, top1_acc: 0.4656, top5_acc: 0.7040, loss_cls: 2.3602, loss: 2.3602, grad_norm: 2.5345 2021-01-25 18:15:30,501 - mmaction - INFO - Epoch [163][60/2147] lr: 5.948e-02, eta: 3 days, 21:29:14, time: 1.467, data_time: 0.016, memory: 16628, top1_acc: 0.4567, top5_acc: 0.6978, loss_cls: 2.3953, loss: 2.3953, grad_norm: 2.5665 2021-01-25 18:16:04,301 - mmaction - INFO - Epoch [163][80/2147] lr: 5.948e-02, eta: 3 days, 21:28:41, time: 1.700, data_time: 0.016, memory: 16628, top1_acc: 0.4482, top5_acc: 0.6866, loss_cls: 2.4434, loss: 2.4434, grad_norm: 2.5583 2021-01-25 18:16:48,352 - mmaction - INFO - Epoch [163][100/2147] lr: 5.948e-02, eta: 3 days, 21:28:14, time: 2.198, data_time: 0.007, memory: 16628, top1_acc: 0.4656, top5_acc: 0.7000, loss_cls: 2.3657, loss: 2.3657, grad_norm: 2.5570 2021-01-25 18:17:16,794 - mmaction - INFO - Epoch [163][120/2147] lr: 5.948e-02, eta: 3 days, 21:27:38, time: 1.428, data_time: 0.015, memory: 16628, top1_acc: 0.4513, top5_acc: 0.7089, loss_cls: 2.4099, loss: 2.4099, grad_norm: 2.5509 2021-01-25 18:17:47,026 - mmaction - INFO - Epoch [163][140/2147] lr: 5.948e-02, eta: 3 days, 21:27:02, time: 1.509, data_time: 0.004, memory: 16628, top1_acc: 0.4232, top5_acc: 0.6978, loss_cls: 2.4878, loss: 2.4878, grad_norm: 2.6062 2021-01-25 18:18:25,742 - mmaction - INFO - Epoch [163][160/2147] lr: 5.948e-02, eta: 3 days, 21:26:32, time: 1.938, data_time: 0.010, memory: 16628, top1_acc: 0.4598, top5_acc: 0.6866, loss_cls: 2.4342, loss: 2.4342, grad_norm: 2.5417 2021-01-25 18:18:57,124 - mmaction - INFO - Epoch [163][180/2147] lr: 5.948e-02, eta: 3 days, 21:25:58, time: 1.569, data_time: 0.011, memory: 16628, top1_acc: 0.4500, top5_acc: 0.6978, loss_cls: 2.4237, loss: 2.4237, grad_norm: 2.6121 2021-01-25 18:19:31,850 - mmaction - INFO - Epoch [163][200/2147] lr: 5.948e-02, eta: 3 days, 21:25:25, time: 1.737, data_time: 0.008, memory: 16628, top1_acc: 0.4402, top5_acc: 0.6857, loss_cls: 2.4934, loss: 2.4934, grad_norm: 2.6401 2021-01-25 18:20:09,767 - mmaction - INFO - Epoch [163][220/2147] lr: 5.948e-02, eta: 3 days, 21:24:54, time: 1.881, data_time: 0.006, memory: 16628, top1_acc: 0.4397, top5_acc: 0.6879, loss_cls: 2.4561, loss: 2.4561, grad_norm: 2.5740 2021-01-25 18:20:44,095 - mmaction - INFO - Epoch [163][240/2147] lr: 5.948e-02, eta: 3 days, 21:24:22, time: 1.732, data_time: 0.022, memory: 16628, top1_acc: 0.4371, top5_acc: 0.6946, loss_cls: 2.4807, loss: 2.4807, grad_norm: 2.6620 2021-01-25 18:21:16,442 - mmaction - INFO - Epoch [163][260/2147] lr: 5.948e-02, eta: 3 days, 21:23:48, time: 1.617, data_time: 0.002, memory: 16628, top1_acc: 0.4406, top5_acc: 0.6795, loss_cls: 2.4830, loss: 2.4830, grad_norm: 2.5819 2021-01-25 18:21:47,585 - mmaction - INFO - Epoch [163][280/2147] lr: 5.948e-02, eta: 3 days, 21:23:13, time: 1.555, data_time: 0.002, memory: 16628, top1_acc: 0.4567, top5_acc: 0.7062, loss_cls: 2.3994, loss: 2.3994, grad_norm: 2.5475 2021-01-25 18:22:17,400 - mmaction - INFO - Epoch [163][300/2147] lr: 5.948e-02, eta: 3 days, 21:22:37, time: 1.487, data_time: 0.018, memory: 16628, top1_acc: 0.4429, top5_acc: 0.6933, loss_cls: 2.4761, loss: 2.4761, grad_norm: 2.5323 2021-01-25 18:22:46,754 - mmaction - INFO - Epoch [163][320/2147] lr: 5.948e-02, eta: 3 days, 21:22:02, time: 1.474, data_time: 0.010, memory: 16628, top1_acc: 0.4612, top5_acc: 0.7031, loss_cls: 2.4042, loss: 2.4042, grad_norm: 2.5439 2021-01-25 18:23:16,893 - mmaction - INFO - Epoch [163][340/2147] lr: 5.948e-02, eta: 3 days, 21:21:27, time: 1.506, data_time: 0.002, memory: 16628, top1_acc: 0.4348, top5_acc: 0.6714, loss_cls: 2.5588, loss: 2.5588, grad_norm: 2.5866 2021-01-25 18:23:47,515 - mmaction - INFO - Epoch [163][360/2147] lr: 5.948e-02, eta: 3 days, 21:20:52, time: 1.519, data_time: 0.003, memory: 16628, top1_acc: 0.4371, top5_acc: 0.6982, loss_cls: 2.4572, loss: 2.4572, grad_norm: 2.6170 2021-01-25 18:24:19,592 - mmaction - INFO - Epoch [163][380/2147] lr: 5.948e-02, eta: 3 days, 21:20:18, time: 1.612, data_time: 0.016, memory: 16628, top1_acc: 0.4174, top5_acc: 0.6808, loss_cls: 2.5632, loss: 2.5632, grad_norm: 2.6358 2021-01-25 18:25:07,322 - mmaction - INFO - Epoch [163][400/2147] lr: 5.948e-02, eta: 3 days, 21:19:52, time: 2.373, data_time: 0.008, memory: 16628, top1_acc: 0.4277, top5_acc: 0.6746, loss_cls: 2.5575, loss: 2.5575, grad_norm: 2.6016 2021-01-25 18:25:45,282 - mmaction - INFO - Epoch [163][420/2147] lr: 5.948e-02, eta: 3 days, 21:19:20, time: 1.773, data_time: 0.034, memory: 16628, top1_acc: 0.4281, top5_acc: 0.6812, loss_cls: 2.5093, loss: 2.5093, grad_norm: 2.5654 2021-01-25 18:26:18,639 - mmaction - INFO - Epoch [163][440/2147] lr: 5.948e-02, eta: 3 days, 21:18:48, time: 1.811, data_time: 0.266, memory: 16628, top1_acc: 0.4469, top5_acc: 0.6951, loss_cls: 2.4832, loss: 2.4832, grad_norm: 2.5910 2021-01-25 18:26:54,389 - mmaction - INFO - Epoch [163][460/2147] lr: 5.948e-02, eta: 3 days, 21:18:16, time: 1.788, data_time: 0.014, memory: 16628, top1_acc: 0.4344, top5_acc: 0.6844, loss_cls: 2.5036, loss: 2.5036, grad_norm: 2.5102 2021-01-25 18:27:28,089 - mmaction - INFO - Epoch [163][480/2147] lr: 5.948e-02, eta: 3 days, 21:17:43, time: 1.665, data_time: 0.010, memory: 16628, top1_acc: 0.4362, top5_acc: 0.6754, loss_cls: 2.4993, loss: 2.4993, grad_norm: 2.5413 2021-01-25 18:27:57,147 - mmaction - INFO - Epoch [163][500/2147] lr: 5.948e-02, eta: 3 days, 21:17:07, time: 1.473, data_time: 0.026, memory: 16628, top1_acc: 0.4433, top5_acc: 0.6911, loss_cls: 2.4107, loss: 2.4107, grad_norm: 2.5071 2021-01-25 18:28:27,055 - mmaction - INFO - Epoch [163][520/2147] lr: 5.948e-02, eta: 3 days, 21:16:32, time: 1.490, data_time: 0.003, memory: 16628, top1_acc: 0.4393, top5_acc: 0.6857, loss_cls: 2.4887, loss: 2.4887, grad_norm: 2.6058 2021-01-25 18:29:00,043 - mmaction - INFO - Epoch [163][540/2147] lr: 5.948e-02, eta: 3 days, 21:15:58, time: 1.645, data_time: 0.029, memory: 16628, top1_acc: 0.4348, top5_acc: 0.6777, loss_cls: 2.5524, loss: 2.5524, grad_norm: 2.6518 2021-01-25 18:29:33,943 - mmaction - INFO - Epoch [163][560/2147] lr: 5.948e-02, eta: 3 days, 21:15:25, time: 1.701, data_time: 0.016, memory: 16628, top1_acc: 0.4518, top5_acc: 0.6996, loss_cls: 2.4040, loss: 2.4040, grad_norm: 2.6114 2021-01-25 18:30:17,804 - mmaction - INFO - Epoch [163][580/2147] lr: 5.948e-02, eta: 3 days, 21:14:58, time: 2.194, data_time: 0.008, memory: 16628, top1_acc: 0.4388, top5_acc: 0.6826, loss_cls: 2.4764, loss: 2.4764, grad_norm: 2.5907 2021-01-25 18:30:53,506 - mmaction - INFO - Epoch [163][600/2147] lr: 5.948e-02, eta: 3 days, 21:14:26, time: 1.779, data_time: 0.008, memory: 16628, top1_acc: 0.4339, top5_acc: 0.6750, loss_cls: 2.5249, loss: 2.5249, grad_norm: 2.5923 2021-01-25 18:31:31,009 - mmaction - INFO - Epoch [163][620/2147] lr: 5.948e-02, eta: 3 days, 21:13:55, time: 1.879, data_time: 0.013, memory: 16628, top1_acc: 0.4362, top5_acc: 0.6826, loss_cls: 2.5134, loss: 2.5134, grad_norm: 2.5578 2021-01-25 18:32:03,673 - mmaction - INFO - Epoch [163][640/2147] lr: 5.948e-02, eta: 3 days, 21:13:21, time: 1.639, data_time: 0.009, memory: 16628, top1_acc: 0.4509, top5_acc: 0.6808, loss_cls: 2.4676, loss: 2.4676, grad_norm: 2.5500 2021-01-25 18:32:34,272 - mmaction - INFO - Epoch [163][660/2147] lr: 5.948e-02, eta: 3 days, 21:12:46, time: 1.524, data_time: 0.003, memory: 16628, top1_acc: 0.4451, top5_acc: 0.6897, loss_cls: 2.4610, loss: 2.4610, grad_norm: 2.5809 2021-01-25 18:33:04,974 - mmaction - INFO - Epoch [163][680/2147] lr: 5.948e-02, eta: 3 days, 21:12:12, time: 1.540, data_time: 0.009, memory: 16628, top1_acc: 0.4366, top5_acc: 0.6964, loss_cls: 2.4567, loss: 2.4567, grad_norm: 2.5904 2021-01-25 18:33:34,167 - mmaction - INFO - Epoch [163][700/2147] lr: 5.948e-02, eta: 3 days, 21:11:36, time: 1.450, data_time: 0.010, memory: 16628, top1_acc: 0.4402, top5_acc: 0.6884, loss_cls: 2.4822, loss: 2.4822, grad_norm: 2.6056 2021-01-25 18:34:11,419 - mmaction - INFO - Epoch [163][720/2147] lr: 5.948e-02, eta: 3 days, 21:11:05, time: 1.872, data_time: 0.019, memory: 16628, top1_acc: 0.4393, top5_acc: 0.6969, loss_cls: 2.4888, loss: 2.4888, grad_norm: 2.6329 2021-01-25 18:34:42,524 - mmaction - INFO - Epoch [163][740/2147] lr: 5.948e-02, eta: 3 days, 21:10:30, time: 1.555, data_time: 0.002, memory: 16628, top1_acc: 0.4384, top5_acc: 0.6911, loss_cls: 2.4746, loss: 2.4746, grad_norm: 2.5585 2021-01-25 18:35:14,965 - mmaction - INFO - Epoch [163][760/2147] lr: 5.948e-02, eta: 3 days, 21:09:56, time: 1.621, data_time: 0.006, memory: 16628, top1_acc: 0.4304, top5_acc: 0.6750, loss_cls: 2.5193, loss: 2.5193, grad_norm: 2.6751 2021-01-25 18:35:47,463 - mmaction - INFO - Epoch [163][780/2147] lr: 5.948e-02, eta: 3 days, 21:09:22, time: 1.626, data_time: 0.007, memory: 16628, top1_acc: 0.4174, top5_acc: 0.6853, loss_cls: 2.5339, loss: 2.5339, grad_norm: 2.6459 2021-01-25 18:36:18,807 - mmaction - INFO - Epoch [163][800/2147] lr: 5.948e-02, eta: 3 days, 21:08:48, time: 1.564, data_time: 0.007, memory: 16628, top1_acc: 0.4500, top5_acc: 0.6915, loss_cls: 2.4253, loss: 2.4253, grad_norm: 2.5112 2021-01-25 18:36:54,534 - mmaction - INFO - Epoch [163][820/2147] lr: 5.948e-02, eta: 3 days, 21:08:16, time: 1.791, data_time: 0.012, memory: 16628, top1_acc: 0.4330, top5_acc: 0.7004, loss_cls: 2.4825, loss: 2.4825, grad_norm: 2.5523 2021-01-25 18:37:24,078 - mmaction - INFO - Epoch [163][840/2147] lr: 5.948e-02, eta: 3 days, 21:07:40, time: 1.476, data_time: 0.005, memory: 16628, top1_acc: 0.4272, top5_acc: 0.6835, loss_cls: 2.5398, loss: 2.5398, grad_norm: 2.6340 2021-01-25 18:37:59,495 - mmaction - INFO - Epoch [163][860/2147] lr: 5.948e-02, eta: 3 days, 21:07:08, time: 1.771, data_time: 0.010, memory: 16628, top1_acc: 0.4308, top5_acc: 0.6982, loss_cls: 2.4926, loss: 2.4926, grad_norm: 2.5820 2021-01-25 18:38:31,043 - mmaction - INFO - Epoch [163][880/2147] lr: 5.948e-02, eta: 3 days, 21:06:34, time: 1.578, data_time: 0.005, memory: 16628, top1_acc: 0.4487, top5_acc: 0.7022, loss_cls: 2.4321, loss: 2.4321, grad_norm: 2.5606 2021-01-25 18:39:04,116 - mmaction - INFO - Epoch [163][900/2147] lr: 5.948e-02, eta: 3 days, 21:06:00, time: 1.652, data_time: 0.002, memory: 16628, top1_acc: 0.4406, top5_acc: 0.6937, loss_cls: 2.4407, loss: 2.4407, grad_norm: 2.6090 2021-01-25 18:39:34,642 - mmaction - INFO - Epoch [163][920/2147] lr: 5.948e-02, eta: 3 days, 21:05:25, time: 1.528, data_time: 0.004, memory: 16628, top1_acc: 0.4335, top5_acc: 0.6790, loss_cls: 2.5304, loss: 2.5304, grad_norm: 2.6665 2021-01-25 18:40:09,283 - mmaction - INFO - Epoch [163][940/2147] lr: 5.948e-02, eta: 3 days, 21:04:52, time: 1.732, data_time: 0.009, memory: 16628, top1_acc: 0.4103, top5_acc: 0.6679, loss_cls: 2.5741, loss: 2.5741, grad_norm: 2.6069 2021-01-25 18:40:40,603 - mmaction - INFO - Epoch [163][960/2147] lr: 5.948e-02, eta: 3 days, 21:04:18, time: 1.566, data_time: 0.003, memory: 16628, top1_acc: 0.4576, top5_acc: 0.6955, loss_cls: 2.4664, loss: 2.4664, grad_norm: 2.5458 2021-01-25 18:41:16,044 - mmaction - INFO - Epoch [163][980/2147] lr: 5.948e-02, eta: 3 days, 21:03:46, time: 1.773, data_time: 0.005, memory: 16628, top1_acc: 0.4397, top5_acc: 0.6920, loss_cls: 2.4456, loss: 2.4456, grad_norm: 2.6163 2021-01-25 18:41:48,382 - mmaction - INFO - Epoch [163][1000/2147] lr: 5.948e-02, eta: 3 days, 21:03:12, time: 1.616, data_time: 0.002, memory: 16628, top1_acc: 0.4353, top5_acc: 0.6902, loss_cls: 2.4943, loss: 2.4943, grad_norm: 2.5904 2021-01-25 18:42:17,020 - mmaction - INFO - Epoch [163][1020/2147] lr: 5.948e-02, eta: 3 days, 21:02:36, time: 1.430, data_time: 0.005, memory: 16628, top1_acc: 0.4469, top5_acc: 0.6911, loss_cls: 2.4148, loss: 2.4148, grad_norm: 2.5138 2021-01-25 18:42:47,031 - mmaction - INFO - Epoch [163][1040/2147] lr: 5.948e-02, eta: 3 days, 21:02:00, time: 1.501, data_time: 0.013, memory: 16628, top1_acc: 0.4424, top5_acc: 0.7018, loss_cls: 2.3947, loss: 2.3947, grad_norm: 2.5714 2021-01-25 18:43:15,626 - mmaction - INFO - Epoch [163][1060/2147] lr: 5.948e-02, eta: 3 days, 21:01:24, time: 1.432, data_time: 0.009, memory: 16628, top1_acc: 0.4272, top5_acc: 0.6781, loss_cls: 2.5180, loss: 2.5180, grad_norm: 2.6313 2021-01-25 18:43:44,745 - mmaction - INFO - Epoch [163][1080/2147] lr: 5.948e-02, eta: 3 days, 21:00:48, time: 1.457, data_time: 0.002, memory: 16628, top1_acc: 0.4500, top5_acc: 0.6884, loss_cls: 2.4746, loss: 2.4746, grad_norm: 2.6139 2021-01-25 18:44:15,055 - mmaction - INFO - Epoch [163][1100/2147] lr: 5.948e-02, eta: 3 days, 21:00:13, time: 1.512, data_time: 0.005, memory: 16628, top1_acc: 0.4455, top5_acc: 0.6978, loss_cls: 2.4006, loss: 2.4006, grad_norm: 2.5606 2021-01-25 18:44:47,570 - mmaction - INFO - Epoch [163][1120/2147] lr: 5.948e-02, eta: 3 days, 20:59:39, time: 1.608, data_time: 0.007, memory: 16628, top1_acc: 0.4433, top5_acc: 0.6937, loss_cls: 2.4768, loss: 2.4768, grad_norm: 2.5731 2021-01-25 18:45:16,638 - mmaction - INFO - Epoch [163][1140/2147] lr: 5.948e-02, eta: 3 days, 20:59:04, time: 1.474, data_time: 0.025, memory: 16628, top1_acc: 0.4366, top5_acc: 0.6830, loss_cls: 2.4910, loss: 2.4910, grad_norm: 2.6030 2021-01-25 18:45:48,211 - mmaction - INFO - Epoch [163][1160/2147] lr: 5.948e-02, eta: 3 days, 20:58:29, time: 1.577, data_time: 0.008, memory: 16628, top1_acc: 0.4366, top5_acc: 0.6808, loss_cls: 2.4744, loss: 2.4744, grad_norm: 2.5647 2021-01-25 18:46:19,949 - mmaction - INFO - Epoch [163][1180/2147] lr: 5.948e-02, eta: 3 days, 20:57:55, time: 1.573, data_time: 0.004, memory: 16628, top1_acc: 0.4201, top5_acc: 0.6647, loss_cls: 2.5896, loss: 2.5896, grad_norm: 2.6578 2021-01-25 18:46:50,591 - mmaction - INFO - Epoch [163][1200/2147] lr: 5.948e-02, eta: 3 days, 20:57:20, time: 1.540, data_time: 0.017, memory: 16628, top1_acc: 0.4375, top5_acc: 0.6871, loss_cls: 2.4653, loss: 2.4653, grad_norm: 2.5937 2021-01-25 18:47:21,587 - mmaction - INFO - Epoch [163][1220/2147] lr: 5.948e-02, eta: 3 days, 20:56:45, time: 1.550, data_time: 0.009, memory: 16628, top1_acc: 0.4567, top5_acc: 0.6946, loss_cls: 2.4568, loss: 2.4568, grad_norm: 2.6284 2021-01-25 18:47:50,052 - mmaction - INFO - Epoch [163][1240/2147] lr: 5.948e-02, eta: 3 days, 20:56:09, time: 1.430, data_time: 0.015, memory: 16628, top1_acc: 0.4415, top5_acc: 0.6839, loss_cls: 2.4971, loss: 2.4971, grad_norm: 2.6445 2021-01-25 18:48:18,522 - mmaction - INFO - Epoch [163][1260/2147] lr: 5.948e-02, eta: 3 days, 20:55:33, time: 1.424, data_time: 0.003, memory: 16628, top1_acc: 0.4076, top5_acc: 0.6759, loss_cls: 2.5721, loss: 2.5721, grad_norm: 2.6293 2021-01-25 18:48:52,291 - mmaction - INFO - Epoch [163][1280/2147] lr: 5.948e-02, eta: 3 days, 20:55:00, time: 1.688, data_time: 0.004, memory: 16628, top1_acc: 0.4455, top5_acc: 0.6817, loss_cls: 2.4813, loss: 2.4813, grad_norm: 2.5240 2021-01-25 18:49:21,483 - mmaction - INFO - Epoch [163][1300/2147] lr: 5.948e-02, eta: 3 days, 20:54:24, time: 1.460, data_time: 0.003, memory: 16628, top1_acc: 0.4487, top5_acc: 0.6964, loss_cls: 2.4190, loss: 2.4190, grad_norm: 2.4936 2021-01-25 18:49:50,119 - mmaction - INFO - Epoch [163][1320/2147] lr: 5.948e-02, eta: 3 days, 20:53:48, time: 1.424, data_time: 0.002, memory: 16628, top1_acc: 0.4393, top5_acc: 0.6781, loss_cls: 2.4945, loss: 2.4945, grad_norm: 2.6349 2021-01-25 18:50:22,132 - mmaction - INFO - Epoch [163][1340/2147] lr: 5.948e-02, eta: 3 days, 20:53:14, time: 1.601, data_time: 0.012, memory: 16628, top1_acc: 0.4339, top5_acc: 0.6732, loss_cls: 2.5103, loss: 2.5103, grad_norm: 2.5842 2021-01-25 18:50:51,267 - mmaction - INFO - Epoch [163][1360/2147] lr: 5.948e-02, eta: 3 days, 20:52:38, time: 1.463, data_time: 0.014, memory: 16628, top1_acc: 0.4366, top5_acc: 0.6915, loss_cls: 2.4805, loss: 2.4805, grad_norm: 2.5358 2021-01-25 18:51:23,552 - mmaction - INFO - Epoch [163][1380/2147] lr: 5.948e-02, eta: 3 days, 20:52:04, time: 1.613, data_time: 0.005, memory: 16628, top1_acc: 0.4469, top5_acc: 0.6964, loss_cls: 2.4664, loss: 2.4664, grad_norm: 2.5921 2021-01-25 18:51:54,167 - mmaction - INFO - Epoch [163][1400/2147] lr: 5.948e-02, eta: 3 days, 20:51:29, time: 1.523, data_time: 0.006, memory: 16628, top1_acc: 0.4442, top5_acc: 0.6848, loss_cls: 2.4963, loss: 2.4963, grad_norm: 2.5419 2021-01-25 18:52:30,896 - mmaction - INFO - Epoch [163][1420/2147] lr: 5.948e-02, eta: 3 days, 20:50:58, time: 1.840, data_time: 0.016, memory: 16628, top1_acc: 0.4335, top5_acc: 0.6777, loss_cls: 2.5392, loss: 2.5392, grad_norm: 2.4993 2021-01-25 18:53:13,234 - mmaction - INFO - Epoch [163][1440/2147] lr: 5.948e-02, eta: 3 days, 20:50:29, time: 2.116, data_time: 0.012, memory: 16628, top1_acc: 0.4455, top5_acc: 0.6991, loss_cls: 2.4472, loss: 2.4472, grad_norm: 2.4987 2021-01-25 18:53:42,382 - mmaction - INFO - Epoch [163][1460/2147] lr: 5.948e-02, eta: 3 days, 20:49:54, time: 1.459, data_time: 0.014, memory: 16628, top1_acc: 0.4455, top5_acc: 0.6897, loss_cls: 2.4559, loss: 2.4559, grad_norm: 2.5192 2021-01-25 18:54:11,655 - mmaction - INFO - Epoch [163][1480/2147] lr: 5.948e-02, eta: 3 days, 20:49:18, time: 1.466, data_time: 0.006, memory: 16628, top1_acc: 0.4487, top5_acc: 0.6839, loss_cls: 2.4892, loss: 2.4892, grad_norm: 2.5710 2021-01-25 18:54:42,642 - mmaction - INFO - Epoch [163][1500/2147] lr: 5.948e-02, eta: 3 days, 20:48:43, time: 1.541, data_time: 0.005, memory: 16628, top1_acc: 0.4348, top5_acc: 0.6723, loss_cls: 2.5356, loss: 2.5356, grad_norm: 2.5952 2021-01-25 18:55:11,582 - mmaction - INFO - Epoch [163][1520/2147] lr: 5.948e-02, eta: 3 days, 20:48:07, time: 1.454, data_time: 0.012, memory: 16628, top1_acc: 0.4496, top5_acc: 0.6804, loss_cls: 2.4660, loss: 2.4660, grad_norm: 2.5053 2021-01-25 18:55:44,447 - mmaction - INFO - Epoch [163][1540/2147] lr: 5.948e-02, eta: 3 days, 20:47:34, time: 1.645, data_time: 0.011, memory: 16628, top1_acc: 0.4250, top5_acc: 0.6799, loss_cls: 2.5078, loss: 2.5078, grad_norm: 2.6020 2021-01-25 18:56:18,929 - mmaction - INFO - Epoch [163][1560/2147] lr: 5.948e-02, eta: 3 days, 20:47:01, time: 1.722, data_time: 0.004, memory: 16628, top1_acc: 0.4304, top5_acc: 0.6750, loss_cls: 2.4979, loss: 2.4979, grad_norm: 2.5453 2021-01-25 18:56:51,576 - mmaction - INFO - Epoch [163][1580/2147] lr: 5.948e-02, eta: 3 days, 20:46:27, time: 1.636, data_time: 0.012, memory: 16628, top1_acc: 0.4504, top5_acc: 0.6942, loss_cls: 2.3917, loss: 2.3917, grad_norm: 2.5074 2021-01-25 18:57:20,643 - mmaction - INFO - Epoch [163][1600/2147] lr: 5.948e-02, eta: 3 days, 20:45:52, time: 1.453, data_time: 0.006, memory: 16628, top1_acc: 0.4348, top5_acc: 0.6862, loss_cls: 2.4712, loss: 2.4712, grad_norm: 2.5747 2021-01-25 18:57:49,240 - mmaction - INFO - Epoch [163][1620/2147] lr: 5.948e-02, eta: 3 days, 20:45:15, time: 1.430, data_time: 0.008, memory: 16628, top1_acc: 0.4299, top5_acc: 0.6732, loss_cls: 2.5210, loss: 2.5210, grad_norm: 2.6286 2021-01-25 18:58:17,996 - mmaction - INFO - Epoch [163][1640/2147] lr: 5.948e-02, eta: 3 days, 20:44:39, time: 1.438, data_time: 0.004, memory: 16628, top1_acc: 0.4469, top5_acc: 0.6982, loss_cls: 2.4495, loss: 2.4495, grad_norm: 2.5968 2021-01-25 18:58:47,104 - mmaction - INFO - Epoch [163][1660/2147] lr: 5.948e-02, eta: 3 days, 20:44:04, time: 1.450, data_time: 0.005, memory: 16628, top1_acc: 0.4214, top5_acc: 0.6728, loss_cls: 2.5381, loss: 2.5381, grad_norm: 2.7089 2021-01-25 18:59:18,901 - mmaction - INFO - Epoch [163][1680/2147] lr: 5.948e-02, eta: 3 days, 20:43:29, time: 1.592, data_time: 0.010, memory: 16628, top1_acc: 0.4290, top5_acc: 0.6665, loss_cls: 2.5934, loss: 2.5934, grad_norm: 2.5883 2021-01-25 18:59:47,620 - mmaction - INFO - Epoch [163][1700/2147] lr: 5.948e-02, eta: 3 days, 20:42:53, time: 1.438, data_time: 0.005, memory: 16628, top1_acc: 0.4433, top5_acc: 0.6853, loss_cls: 2.5015, loss: 2.5015, grad_norm: 2.5121 2021-01-25 19:00:22,852 - mmaction - INFO - Epoch [163][1720/2147] lr: 5.948e-02, eta: 3 days, 20:42:21, time: 1.760, data_time: 0.004, memory: 16628, top1_acc: 0.4286, top5_acc: 0.6705, loss_cls: 2.5464, loss: 2.5464, grad_norm: 2.6032 2021-01-25 19:00:52,440 - mmaction - INFO - Epoch [163][1740/2147] lr: 5.948e-02, eta: 3 days, 20:41:46, time: 1.479, data_time: 0.008, memory: 16628, top1_acc: 0.4420, top5_acc: 0.6795, loss_cls: 2.4829, loss: 2.4829, grad_norm: 2.5411 2021-01-25 19:01:21,719 - mmaction - INFO - Epoch [163][1760/2147] lr: 5.948e-02, eta: 3 days, 20:41:10, time: 1.465, data_time: 0.005, memory: 16628, top1_acc: 0.4335, top5_acc: 0.6804, loss_cls: 2.4901, loss: 2.4901, grad_norm: 2.5828 2021-01-25 19:01:57,849 - mmaction - INFO - Epoch [163][1780/2147] lr: 5.948e-02, eta: 3 days, 20:40:38, time: 1.802, data_time: 0.005, memory: 16628, top1_acc: 0.4223, top5_acc: 0.6679, loss_cls: 2.5766, loss: 2.5766, grad_norm: 2.6089 2021-01-25 19:02:27,527 - mmaction - INFO - Epoch [163][1800/2147] lr: 5.948e-02, eta: 3 days, 20:40:03, time: 1.482, data_time: 0.028, memory: 16628, top1_acc: 0.4335, top5_acc: 0.6679, loss_cls: 2.5422, loss: 2.5422, grad_norm: 2.5444 2021-01-25 19:02:56,995 - mmaction - INFO - Epoch [163][1820/2147] lr: 5.948e-02, eta: 3 days, 20:39:27, time: 1.475, data_time: 0.015, memory: 16628, top1_acc: 0.4504, top5_acc: 0.6929, loss_cls: 2.4251, loss: 2.4251, grad_norm: 2.4901 2021-01-25 19:03:27,636 - mmaction - INFO - Epoch [163][1840/2147] lr: 5.948e-02, eta: 3 days, 20:38:52, time: 1.537, data_time: 0.008, memory: 16628, top1_acc: 0.4371, top5_acc: 0.6848, loss_cls: 2.4838, loss: 2.4838, grad_norm: 2.5426 2021-01-25 19:03:58,987 - mmaction - INFO - Epoch [163][1860/2147] lr: 5.948e-02, eta: 3 days, 20:38:18, time: 1.570, data_time: 0.005, memory: 16628, top1_acc: 0.4446, top5_acc: 0.7013, loss_cls: 2.4252, loss: 2.4252, grad_norm: 2.6070 2021-01-25 19:04:27,766 - mmaction - INFO - Epoch [163][1880/2147] lr: 5.948e-02, eta: 3 days, 20:37:42, time: 1.440, data_time: 0.002, memory: 16628, top1_acc: 0.4411, top5_acc: 0.6906, loss_cls: 2.4631, loss: 2.4631, grad_norm: 2.5483 2021-01-25 19:04:56,369 - mmaction - INFO - Epoch [163][1900/2147] lr: 5.948e-02, eta: 3 days, 20:37:06, time: 1.427, data_time: 0.014, memory: 16628, top1_acc: 0.4442, top5_acc: 0.6893, loss_cls: 2.4547, loss: 2.4547, grad_norm: 2.5558 2021-01-25 19:05:30,556 - mmaction - INFO - Epoch [163][1920/2147] lr: 5.948e-02, eta: 3 days, 20:36:33, time: 1.710, data_time: 0.008, memory: 16628, top1_acc: 0.4496, top5_acc: 0.6915, loss_cls: 2.4466, loss: 2.4466, grad_norm: 2.5992 2021-01-25 19:05:59,580 - mmaction - INFO - Epoch [163][1940/2147] lr: 5.948e-02, eta: 3 days, 20:35:57, time: 1.454, data_time: 0.008, memory: 16628, top1_acc: 0.4424, top5_acc: 0.6879, loss_cls: 2.4685, loss: 2.4685, grad_norm: 2.5869 2021-01-25 19:06:38,589 - mmaction - INFO - Epoch [163][1960/2147] lr: 5.948e-02, eta: 3 days, 20:35:27, time: 1.949, data_time: 0.004, memory: 16628, top1_acc: 0.4353, top5_acc: 0.6759, loss_cls: 2.5607, loss: 2.5607, grad_norm: 2.5251 2021-01-25 19:07:09,424 - mmaction - INFO - Epoch [163][1980/2147] lr: 5.948e-02, eta: 3 days, 20:34:52, time: 1.542, data_time: 0.005, memory: 16628, top1_acc: 0.4348, top5_acc: 0.6862, loss_cls: 2.5036, loss: 2.5036, grad_norm: 2.5627 2021-01-25 19:07:44,172 - mmaction - INFO - Epoch [163][2000/2147] lr: 5.948e-02, eta: 3 days, 20:34:19, time: 1.733, data_time: 0.005, memory: 16628, top1_acc: 0.4437, top5_acc: 0.6879, loss_cls: 2.4630, loss: 2.4630, grad_norm: 2.5583 2021-01-25 19:08:22,520 - mmaction - INFO - Epoch [163][2020/2147] lr: 5.948e-02, eta: 3 days, 20:33:49, time: 1.923, data_time: 0.008, memory: 16628, top1_acc: 0.4313, top5_acc: 0.6643, loss_cls: 2.5899, loss: 2.5899, grad_norm: 2.5983 2021-01-25 19:08:51,863 - mmaction - INFO - Epoch [163][2040/2147] lr: 5.948e-02, eta: 3 days, 20:33:13, time: 1.461, data_time: 0.006, memory: 16628, top1_acc: 0.4402, top5_acc: 0.6853, loss_cls: 2.4636, loss: 2.4636, grad_norm: 2.5147 2021-01-25 19:09:25,515 - mmaction - INFO - Epoch [163][2060/2147] lr: 5.948e-02, eta: 3 days, 20:32:40, time: 1.689, data_time: 0.011, memory: 16628, top1_acc: 0.4295, top5_acc: 0.6687, loss_cls: 2.5490, loss: 2.5490, grad_norm: 2.6075 2021-01-25 19:09:55,344 - mmaction - INFO - Epoch [163][2080/2147] lr: 5.948e-02, eta: 3 days, 20:32:05, time: 1.492, data_time: 0.002, memory: 16628, top1_acc: 0.4228, top5_acc: 0.6830, loss_cls: 2.5057, loss: 2.5057, grad_norm: 2.5874 2021-01-25 19:10:26,358 - mmaction - INFO - Epoch [163][2100/2147] lr: 5.948e-02, eta: 3 days, 20:31:30, time: 1.548, data_time: 0.002, memory: 16628, top1_acc: 0.4313, top5_acc: 0.6732, loss_cls: 2.5586, loss: 2.5586, grad_norm: 2.6257 2021-01-25 19:10:57,284 - mmaction - INFO - Epoch [163][2120/2147] lr: 5.948e-02, eta: 3 days, 20:30:55, time: 1.549, data_time: 0.003, memory: 16628, top1_acc: 0.4330, top5_acc: 0.6768, loss_cls: 2.5301, loss: 2.5301, grad_norm: 2.5888 2021-01-25 19:11:25,752 - mmaction - INFO - Epoch [163][2140/2147] lr: 5.948e-02, eta: 3 days, 20:30:19, time: 1.416, data_time: 0.003, memory: 16628, top1_acc: 0.4562, top5_acc: 0.7018, loss_cls: 2.4057, loss: 2.4057, grad_norm: 2.5453 2021-01-25 19:18:23,072 - mmaction - INFO - Epoch [164][20/2147] lr: 5.836e-02, eta: 3 days, 20:32:49, time: 19.342, data_time: 17.462, memory: 16628, top1_acc: 0.4232, top5_acc: 0.6790, loss_cls: 2.5206, loss: 2.5206, grad_norm: 2.5994 2021-01-25 19:18:54,518 - mmaction - INFO - Epoch [164][40/2147] lr: 5.836e-02, eta: 3 days, 20:32:15, time: 1.573, data_time: 0.010, memory: 16628, top1_acc: 0.4571, top5_acc: 0.7067, loss_cls: 2.3848, loss: 2.3848, grad_norm: 2.5687 2021-01-25 19:19:23,705 - mmaction - INFO - Epoch [164][60/2147] lr: 5.836e-02, eta: 3 days, 20:31:39, time: 1.461, data_time: 0.005, memory: 16628, top1_acc: 0.4371, top5_acc: 0.6920, loss_cls: 2.4819, loss: 2.4819, grad_norm: 2.5286 2021-01-25 19:19:58,657 - mmaction - INFO - Epoch [164][80/2147] lr: 5.836e-02, eta: 3 days, 20:31:06, time: 1.735, data_time: 0.004, memory: 16628, top1_acc: 0.4384, top5_acc: 0.6799, loss_cls: 2.4727, loss: 2.4727, grad_norm: 2.5399 2021-01-25 19:20:33,475 - mmaction - INFO - Epoch [164][100/2147] lr: 5.836e-02, eta: 3 days, 20:30:34, time: 1.753, data_time: 0.017, memory: 16628, top1_acc: 0.4531, top5_acc: 0.6924, loss_cls: 2.4535, loss: 2.4535, grad_norm: 2.6129 2021-01-25 19:21:04,715 - mmaction - INFO - Epoch [164][120/2147] lr: 5.836e-02, eta: 3 days, 20:29:59, time: 1.561, data_time: 0.004, memory: 16628, top1_acc: 0.4451, top5_acc: 0.6808, loss_cls: 2.4833, loss: 2.4833, grad_norm: 2.5661 2021-01-25 19:21:34,931 - mmaction - INFO - Epoch [164][140/2147] lr: 5.836e-02, eta: 3 days, 20:29:24, time: 1.486, data_time: 0.006, memory: 16628, top1_acc: 0.4522, top5_acc: 0.7054, loss_cls: 2.3939, loss: 2.3939, grad_norm: 2.5947 2021-01-25 19:22:07,631 - mmaction - INFO - Epoch [164][160/2147] lr: 5.836e-02, eta: 3 days, 20:28:50, time: 1.655, data_time: 0.030, memory: 16628, top1_acc: 0.4375, top5_acc: 0.7018, loss_cls: 2.4789, loss: 2.4789, grad_norm: 2.6657 2021-01-25 19:23:01,456 - mmaction - INFO - Epoch [164][180/2147] lr: 5.836e-02, eta: 3 days, 20:28:28, time: 2.682, data_time: 0.013, memory: 16628, top1_acc: 0.4281, top5_acc: 0.6705, loss_cls: 2.5428, loss: 2.5428, grad_norm: 2.6429 2021-01-25 19:23:36,475 - mmaction - INFO - Epoch [164][200/2147] lr: 5.836e-02, eta: 3 days, 20:27:56, time: 1.760, data_time: 0.026, memory: 16628, top1_acc: 0.4353, top5_acc: 0.6821, loss_cls: 2.5188, loss: 2.5188, grad_norm: 2.5568 2021-01-25 19:24:05,403 - mmaction - INFO - Epoch [164][220/2147] lr: 5.836e-02, eta: 3 days, 20:27:20, time: 1.453, data_time: 0.016, memory: 16628, top1_acc: 0.4460, top5_acc: 0.7067, loss_cls: 2.4384, loss: 2.4384, grad_norm: 2.6046 2021-01-25 19:24:37,061 - mmaction - INFO - Epoch [164][240/2147] lr: 5.836e-02, eta: 3 days, 20:26:46, time: 1.582, data_time: 0.006, memory: 16628, top1_acc: 0.4406, top5_acc: 0.6902, loss_cls: 2.4619, loss: 2.4619, grad_norm: 2.5441 2021-01-25 19:25:08,734 - mmaction - INFO - Epoch [164][260/2147] lr: 5.836e-02, eta: 3 days, 20:26:11, time: 1.585, data_time: 0.003, memory: 16628, top1_acc: 0.4527, top5_acc: 0.6929, loss_cls: 2.4497, loss: 2.4497, grad_norm: 2.5481 2021-01-25 19:25:41,126 - mmaction - INFO - Epoch [164][280/2147] lr: 5.836e-02, eta: 3 days, 20:25:37, time: 1.618, data_time: 0.001, memory: 16628, top1_acc: 0.4482, top5_acc: 0.6942, loss_cls: 2.4400, loss: 2.4400, grad_norm: 2.6222 2021-01-25 19:26:10,709 - mmaction - INFO - Epoch [164][300/2147] lr: 5.836e-02, eta: 3 days, 20:25:02, time: 1.476, data_time: 0.005, memory: 16628, top1_acc: 0.4558, top5_acc: 0.7009, loss_cls: 2.4262, loss: 2.4262, grad_norm: 2.5439 2021-01-25 19:26:45,855 - mmaction - INFO - Epoch [164][320/2147] lr: 5.836e-02, eta: 3 days, 20:24:30, time: 1.762, data_time: 0.012, memory: 16628, top1_acc: 0.4549, top5_acc: 0.6942, loss_cls: 2.4380, loss: 2.4380, grad_norm: 2.5660 2021-01-25 19:27:19,212 - mmaction - INFO - Epoch [164][340/2147] lr: 5.836e-02, eta: 3 days, 20:23:56, time: 1.663, data_time: 0.005, memory: 16628, top1_acc: 0.4451, top5_acc: 0.6920, loss_cls: 2.4557, loss: 2.4557, grad_norm: 2.6284 2021-01-25 19:27:47,674 - mmaction - INFO - Epoch [164][360/2147] lr: 5.836e-02, eta: 3 days, 20:23:20, time: 1.428, data_time: 0.012, memory: 16628, top1_acc: 0.4411, top5_acc: 0.6781, loss_cls: 2.5249, loss: 2.5249, grad_norm: 2.6144 2021-01-25 19:28:19,063 - mmaction - INFO - Epoch [164][380/2147] lr: 5.836e-02, eta: 3 days, 20:22:45, time: 1.561, data_time: 0.004, memory: 16628, top1_acc: 0.4424, top5_acc: 0.6902, loss_cls: 2.4471, loss: 2.4471, grad_norm: 2.5472 2021-01-25 19:28:49,429 - mmaction - INFO - Epoch [164][400/2147] lr: 5.836e-02, eta: 3 days, 20:22:10, time: 1.517, data_time: 0.013, memory: 16628, top1_acc: 0.4562, top5_acc: 0.6924, loss_cls: 2.4068, loss: 2.4068, grad_norm: 2.5440 2021-01-25 19:29:20,879 - mmaction - INFO - Epoch [164][420/2147] lr: 5.836e-02, eta: 3 days, 20:21:36, time: 1.579, data_time: 0.016, memory: 16628, top1_acc: 0.4536, top5_acc: 0.7000, loss_cls: 2.3903, loss: 2.3903, grad_norm: 2.6451 2021-01-25 19:29:52,619 - mmaction - INFO - Epoch [164][440/2147] lr: 5.836e-02, eta: 3 days, 20:21:02, time: 1.585, data_time: 0.011, memory: 16628, top1_acc: 0.4482, top5_acc: 0.6915, loss_cls: 2.4179, loss: 2.4179, grad_norm: 2.5454 2021-01-25 19:30:21,471 - mmaction - INFO - Epoch [164][460/2147] lr: 5.836e-02, eta: 3 days, 20:20:26, time: 1.442, data_time: 0.018, memory: 16628, top1_acc: 0.4406, top5_acc: 0.6987, loss_cls: 2.4614, loss: 2.4614, grad_norm: 2.6330 2021-01-25 19:30:53,405 - mmaction - INFO - Epoch [164][480/2147] lr: 5.836e-02, eta: 3 days, 20:19:52, time: 1.599, data_time: 0.017, memory: 16628, top1_acc: 0.4446, top5_acc: 0.6978, loss_cls: 2.4463, loss: 2.4463, grad_norm: 2.6243 2021-01-25 19:31:25,688 - mmaction - INFO - Epoch [164][500/2147] lr: 5.836e-02, eta: 3 days, 20:19:18, time: 1.617, data_time: 0.008, memory: 16628, top1_acc: 0.4433, top5_acc: 0.6879, loss_cls: 2.4744, loss: 2.4744, grad_norm: 2.6339 2021-01-25 19:32:00,990 - mmaction - INFO - Epoch [164][520/2147] lr: 5.836e-02, eta: 3 days, 20:18:45, time: 1.765, data_time: 0.003, memory: 16628, top1_acc: 0.4330, top5_acc: 0.6759, loss_cls: 2.5161, loss: 2.5161, grad_norm: 2.6200 2021-01-25 19:32:32,654 - mmaction - INFO - Epoch [164][540/2147] lr: 5.836e-02, eta: 3 days, 20:18:11, time: 1.583, data_time: 0.003, memory: 16628, top1_acc: 0.4460, top5_acc: 0.6960, loss_cls: 2.3985, loss: 2.3985, grad_norm: 2.5453 2021-01-25 19:33:17,300 - mmaction - INFO - Epoch [164][560/2147] lr: 5.836e-02, eta: 3 days, 20:17:44, time: 2.226, data_time: 0.005, memory: 16628, top1_acc: 0.4263, top5_acc: 0.6875, loss_cls: 2.4799, loss: 2.4799, grad_norm: 2.6596 2021-01-25 19:33:53,157 - mmaction - INFO - Epoch [164][580/2147] lr: 5.836e-02, eta: 3 days, 20:17:12, time: 1.787, data_time: 0.012, memory: 16628, top1_acc: 0.4339, top5_acc: 0.6906, loss_cls: 2.4859, loss: 2.4859, grad_norm: 2.6270 2021-01-25 19:34:27,099 - mmaction - INFO - Epoch [164][600/2147] lr: 5.836e-02, eta: 3 days, 20:16:39, time: 1.709, data_time: 0.022, memory: 16628, top1_acc: 0.4446, top5_acc: 0.6871, loss_cls: 2.4617, loss: 2.4617, grad_norm: 2.6509 2021-01-25 19:34:55,544 - mmaction - INFO - Epoch [164][620/2147] lr: 5.836e-02, eta: 3 days, 20:16:03, time: 1.423, data_time: 0.005, memory: 16628, top1_acc: 0.4442, top5_acc: 0.6790, loss_cls: 2.4772, loss: 2.4772, grad_norm: 2.6395 2021-01-25 19:35:24,638 - mmaction - INFO - Epoch [164][640/2147] lr: 5.836e-02, eta: 3 days, 20:15:27, time: 1.455, data_time: 0.007, memory: 16628, top1_acc: 0.4473, top5_acc: 0.6804, loss_cls: 2.5126, loss: 2.5126, grad_norm: 2.6265 2021-01-25 19:35:53,055 - mmaction - INFO - Epoch [164][660/2147] lr: 5.836e-02, eta: 3 days, 20:14:51, time: 1.420, data_time: 0.001, memory: 16628, top1_acc: 0.4500, top5_acc: 0.6942, loss_cls: 2.4498, loss: 2.4498, grad_norm: 2.6100 2021-01-25 19:36:22,565 - mmaction - INFO - Epoch [164][680/2147] lr: 5.836e-02, eta: 3 days, 20:14:15, time: 1.475, data_time: 0.003, memory: 16628, top1_acc: 0.4478, top5_acc: 0.6982, loss_cls: 2.4300, loss: 2.4300, grad_norm: 2.5913 2021-01-25 19:36:53,460 - mmaction - INFO - Epoch [164][700/2147] lr: 5.836e-02, eta: 3 days, 20:13:40, time: 1.543, data_time: 0.003, memory: 16628, top1_acc: 0.4491, top5_acc: 0.6942, loss_cls: 2.4244, loss: 2.4244, grad_norm: 2.6096 2021-01-25 19:37:25,303 - mmaction - INFO - Epoch [164][720/2147] lr: 5.836e-02, eta: 3 days, 20:13:06, time: 1.593, data_time: 0.010, memory: 16628, top1_acc: 0.4290, top5_acc: 0.6888, loss_cls: 2.4800, loss: 2.4800, grad_norm: 2.6616 2021-01-25 19:37:54,168 - mmaction - INFO - Epoch [164][740/2147] lr: 5.836e-02, eta: 3 days, 20:12:30, time: 1.443, data_time: 0.003, memory: 16628, top1_acc: 0.4299, top5_acc: 0.6741, loss_cls: 2.5357, loss: 2.5357, grad_norm: 2.5952 2021-01-25 19:38:24,953 - mmaction - INFO - Epoch [164][760/2147] lr: 5.836e-02, eta: 3 days, 20:11:55, time: 1.541, data_time: 0.008, memory: 16628, top1_acc: 0.4393, top5_acc: 0.6969, loss_cls: 2.4562, loss: 2.4562, grad_norm: 2.6193 2021-01-25 19:38:56,382 - mmaction - INFO - Epoch [164][780/2147] lr: 5.836e-02, eta: 3 days, 20:11:21, time: 1.567, data_time: 0.002, memory: 16628, top1_acc: 0.4491, top5_acc: 0.6772, loss_cls: 2.4790, loss: 2.4790, grad_norm: 2.5849 2021-01-25 19:39:25,207 - mmaction - INFO - Epoch [164][800/2147] lr: 5.836e-02, eta: 3 days, 20:10:45, time: 1.444, data_time: 0.009, memory: 16628, top1_acc: 0.4455, top5_acc: 0.6920, loss_cls: 2.4622, loss: 2.4622, grad_norm: 2.5829 2021-01-25 19:40:02,448 - mmaction - INFO - Epoch [164][820/2147] lr: 5.836e-02, eta: 3 days, 20:10:14, time: 1.858, data_time: 0.007, memory: 16628, top1_acc: 0.4442, top5_acc: 0.6915, loss_cls: 2.4501, loss: 2.4501, grad_norm: 2.6041 2021-01-25 19:40:31,268 - mmaction - INFO - Epoch [164][840/2147] lr: 5.836e-02, eta: 3 days, 20:09:38, time: 1.441, data_time: 0.017, memory: 16628, top1_acc: 0.4473, top5_acc: 0.7013, loss_cls: 2.4420, loss: 2.4420, grad_norm: 2.6292 2021-01-25 19:40:59,994 - mmaction - INFO - Epoch [164][860/2147] lr: 5.836e-02, eta: 3 days, 20:09:02, time: 1.442, data_time: 0.011, memory: 16628, top1_acc: 0.4469, top5_acc: 0.6879, loss_cls: 2.4971, loss: 2.4971, grad_norm: 2.6733 2021-01-25 19:41:28,949 - mmaction - INFO - Epoch [164][880/2147] lr: 5.836e-02, eta: 3 days, 20:08:26, time: 1.447, data_time: 0.007, memory: 16628, top1_acc: 0.4362, top5_acc: 0.6951, loss_cls: 2.4677, loss: 2.4677, grad_norm: 2.5894 2021-01-25 19:42:03,898 - mmaction - INFO - Epoch [164][900/2147] lr: 5.836e-02, eta: 3 days, 20:07:53, time: 1.743, data_time: 0.012, memory: 16628, top1_acc: 0.4388, top5_acc: 0.6929, loss_cls: 2.4618, loss: 2.4618, grad_norm: 2.5800 2021-01-25 19:42:33,804 - mmaction - INFO - Epoch [164][920/2147] lr: 5.836e-02, eta: 3 days, 20:07:18, time: 1.497, data_time: 0.009, memory: 16628, top1_acc: 0.4397, top5_acc: 0.6866, loss_cls: 2.4485, loss: 2.4485, grad_norm: 2.6060 2021-01-25 19:43:05,108 - mmaction - INFO - Epoch [164][940/2147] lr: 5.836e-02, eta: 3 days, 20:06:44, time: 1.559, data_time: 0.007, memory: 16628, top1_acc: 0.4487, top5_acc: 0.7018, loss_cls: 2.4316, loss: 2.4316, grad_norm: 2.5684 2021-01-25 19:43:43,324 - mmaction - INFO - Epoch [164][960/2147] lr: 5.836e-02, eta: 3 days, 20:06:13, time: 1.919, data_time: 0.023, memory: 16628, top1_acc: 0.4504, top5_acc: 0.6906, loss_cls: 2.4565, loss: 2.4565, grad_norm: 2.6653 2021-01-25 19:44:15,394 - mmaction - INFO - Epoch [164][980/2147] lr: 5.836e-02, eta: 3 days, 20:05:39, time: 1.604, data_time: 0.005, memory: 16628, top1_acc: 0.4219, top5_acc: 0.6862, loss_cls: 2.4726, loss: 2.4726, grad_norm: 2.6824 2021-01-25 19:44:44,938 - mmaction - INFO - Epoch [164][1000/2147] lr: 5.836e-02, eta: 3 days, 20:05:03, time: 1.476, data_time: 0.002, memory: 16628, top1_acc: 0.4371, top5_acc: 0.6902, loss_cls: 2.5018, loss: 2.5018, grad_norm: 2.6091 2021-01-25 19:45:17,641 - mmaction - INFO - Epoch [164][1020/2147] lr: 5.836e-02, eta: 3 days, 20:04:30, time: 1.634, data_time: 0.004, memory: 16628, top1_acc: 0.4487, top5_acc: 0.6830, loss_cls: 2.4948, loss: 2.4948, grad_norm: 2.6244 2021-01-25 19:45:46,959 - mmaction - INFO - Epoch [164][1040/2147] lr: 5.836e-02, eta: 3 days, 20:03:54, time: 1.464, data_time: 0.011, memory: 16628, top1_acc: 0.4536, top5_acc: 0.6830, loss_cls: 2.4562, loss: 2.4562, grad_norm: 2.5950 2021-01-25 19:46:15,966 - mmaction - INFO - Epoch [164][1060/2147] lr: 5.836e-02, eta: 3 days, 20:03:18, time: 1.455, data_time: 0.006, memory: 16628, top1_acc: 0.4429, top5_acc: 0.6937, loss_cls: 2.4687, loss: 2.4687, grad_norm: 2.6562 2021-01-25 19:46:50,541 - mmaction - INFO - Epoch [164][1080/2147] lr: 5.836e-02, eta: 3 days, 20:02:45, time: 1.726, data_time: 0.030, memory: 16628, top1_acc: 0.4290, top5_acc: 0.6929, loss_cls: 2.4356, loss: 2.4356, grad_norm: 2.6126 2021-01-25 19:47:20,869 - mmaction - INFO - Epoch [164][1100/2147] lr: 5.836e-02, eta: 3 days, 20:02:10, time: 1.520, data_time: 0.015, memory: 16628, top1_acc: 0.4308, top5_acc: 0.6817, loss_cls: 2.5167, loss: 2.5167, grad_norm: 2.6189 2021-01-25 19:47:52,313 - mmaction - INFO - Epoch [164][1120/2147] lr: 5.836e-02, eta: 3 days, 20:01:36, time: 1.572, data_time: 0.004, memory: 16628, top1_acc: 0.4321, top5_acc: 0.6754, loss_cls: 2.5158, loss: 2.5158, grad_norm: 2.6427 2021-01-25 19:48:21,563 - mmaction - INFO - Epoch [164][1140/2147] lr: 5.836e-02, eta: 3 days, 20:01:00, time: 1.463, data_time: 0.002, memory: 16628, top1_acc: 0.4330, top5_acc: 0.6835, loss_cls: 2.4509, loss: 2.4509, grad_norm: 2.5744 2021-01-25 19:48:52,583 - mmaction - INFO - Epoch [164][1160/2147] lr: 5.836e-02, eta: 3 days, 20:00:25, time: 1.550, data_time: 0.012, memory: 16628, top1_acc: 0.4437, top5_acc: 0.6924, loss_cls: 2.4266, loss: 2.4266, grad_norm: 2.5807 2021-01-25 19:49:23,785 - mmaction - INFO - Epoch [164][1180/2147] lr: 5.836e-02, eta: 3 days, 19:59:51, time: 1.559, data_time: 0.004, memory: 16628, top1_acc: 0.4531, top5_acc: 0.7027, loss_cls: 2.4316, loss: 2.4316, grad_norm: 2.6719 2021-01-25 19:49:52,577 - mmaction - INFO - Epoch [164][1200/2147] lr: 5.836e-02, eta: 3 days, 19:59:15, time: 1.441, data_time: 0.008, memory: 16628, top1_acc: 0.4522, top5_acc: 0.6844, loss_cls: 2.4370, loss: 2.4370, grad_norm: 2.6668 2021-01-25 19:50:24,452 - mmaction - INFO - Epoch [164][1220/2147] lr: 5.836e-02, eta: 3 days, 19:58:41, time: 1.587, data_time: 0.004, memory: 16628, top1_acc: 0.4397, top5_acc: 0.6871, loss_cls: 2.4570, loss: 2.4570, grad_norm: 2.5965 2021-01-25 19:50:56,409 - mmaction - INFO - Epoch [164][1240/2147] lr: 5.836e-02, eta: 3 days, 19:58:06, time: 1.601, data_time: 0.009, memory: 16628, top1_acc: 0.4469, top5_acc: 0.6955, loss_cls: 2.4659, loss: 2.4659, grad_norm: 2.6531 2021-01-25 19:51:31,863 - mmaction - INFO - Epoch [164][1260/2147] lr: 5.836e-02, eta: 3 days, 19:57:34, time: 1.775, data_time: 0.006, memory: 16628, top1_acc: 0.4335, top5_acc: 0.6750, loss_cls: 2.5203, loss: 2.5203, grad_norm: 2.6605 2021-01-25 19:52:05,125 - mmaction - INFO - Epoch [164][1280/2147] lr: 5.836e-02, eta: 3 days, 19:57:01, time: 1.650, data_time: 0.015, memory: 16628, top1_acc: 0.4415, top5_acc: 0.6839, loss_cls: 2.4975, loss: 2.4975, grad_norm: 2.5687 2021-01-25 19:52:34,957 - mmaction - INFO - Epoch [164][1300/2147] lr: 5.836e-02, eta: 3 days, 19:56:25, time: 1.502, data_time: 0.021, memory: 16628, top1_acc: 0.4433, top5_acc: 0.6915, loss_cls: 2.4463, loss: 2.4463, grad_norm: 2.5122 2021-01-25 19:53:05,472 - mmaction - INFO - Epoch [164][1320/2147] lr: 5.836e-02, eta: 3 days, 19:55:50, time: 1.521, data_time: 0.007, memory: 16628, top1_acc: 0.4339, top5_acc: 0.6915, loss_cls: 2.4818, loss: 2.4818, grad_norm: 2.6040 2021-01-25 19:53:33,903 - mmaction - INFO - Epoch [164][1340/2147] lr: 5.836e-02, eta: 3 days, 19:55:14, time: 1.430, data_time: 0.012, memory: 16628, top1_acc: 0.4366, top5_acc: 0.6879, loss_cls: 2.4632, loss: 2.4632, grad_norm: 2.6048 2021-01-25 19:54:05,227 - mmaction - INFO - Epoch [164][1360/2147] lr: 5.836e-02, eta: 3 days, 19:54:40, time: 1.560, data_time: 0.002, memory: 16628, top1_acc: 0.4384, top5_acc: 0.6826, loss_cls: 2.5295, loss: 2.5295, grad_norm: 2.5361 2021-01-25 19:54:36,716 - mmaction - INFO - Epoch [164][1380/2147] lr: 5.836e-02, eta: 3 days, 19:54:05, time: 1.579, data_time: 0.012, memory: 16628, top1_acc: 0.4402, top5_acc: 0.6893, loss_cls: 2.4689, loss: 2.4689, grad_norm: 2.5746 2021-01-25 19:55:05,313 - mmaction - INFO - Epoch [164][1400/2147] lr: 5.836e-02, eta: 3 days, 19:53:29, time: 1.426, data_time: 0.004, memory: 16628, top1_acc: 0.4371, top5_acc: 0.6786, loss_cls: 2.5215, loss: 2.5215, grad_norm: 2.6655 2021-01-25 19:55:34,679 - mmaction - INFO - Epoch [164][1420/2147] lr: 5.836e-02, eta: 3 days, 19:52:54, time: 1.473, data_time: 0.010, memory: 16628, top1_acc: 0.4589, top5_acc: 0.6848, loss_cls: 2.4427, loss: 2.4427, grad_norm: 2.6039 2021-01-25 19:56:05,484 - mmaction - INFO - Epoch [164][1440/2147] lr: 5.836e-02, eta: 3 days, 19:52:19, time: 1.536, data_time: 0.004, memory: 16628, top1_acc: 0.4362, top5_acc: 0.6879, loss_cls: 2.5296, loss: 2.5296, grad_norm: 2.6217 2021-01-25 19:56:34,708 - mmaction - INFO - Epoch [164][1460/2147] lr: 5.836e-02, eta: 3 days, 19:51:43, time: 1.462, data_time: 0.009, memory: 16628, top1_acc: 0.4357, top5_acc: 0.6790, loss_cls: 2.5140, loss: 2.5140, grad_norm: 2.5190 2021-01-25 19:57:09,404 - mmaction - INFO - Epoch [164][1480/2147] lr: 5.836e-02, eta: 3 days, 19:51:11, time: 1.738, data_time: 0.007, memory: 16628, top1_acc: 0.4455, top5_acc: 0.6871, loss_cls: 2.4690, loss: 2.4690, grad_norm: 2.5862 2021-01-25 19:57:38,992 - mmaction - INFO - Epoch [164][1500/2147] lr: 5.836e-02, eta: 3 days, 19:50:35, time: 1.478, data_time: 0.011, memory: 16628, top1_acc: 0.4290, top5_acc: 0.6804, loss_cls: 2.5073, loss: 2.5073, grad_norm: 2.5822 2021-01-25 19:58:08,757 - mmaction - INFO - Epoch [164][1520/2147] lr: 5.836e-02, eta: 3 days, 19:50:00, time: 1.481, data_time: 0.009, memory: 16628, top1_acc: 0.4460, top5_acc: 0.7058, loss_cls: 2.3968, loss: 2.3968, grad_norm: 2.4962 2021-01-25 19:58:39,701 - mmaction - INFO - Epoch [164][1540/2147] lr: 5.836e-02, eta: 3 days, 19:49:25, time: 1.556, data_time: 0.022, memory: 16628, top1_acc: 0.4487, top5_acc: 0.6906, loss_cls: 2.4492, loss: 2.4492, grad_norm: 2.5838 2021-01-25 19:59:09,353 - mmaction - INFO - Epoch [164][1560/2147] lr: 5.836e-02, eta: 3 days, 19:48:49, time: 1.482, data_time: 0.002, memory: 16628, top1_acc: 0.4576, top5_acc: 0.6942, loss_cls: 2.3924, loss: 2.3924, grad_norm: 2.6264 2021-01-25 19:59:39,983 - mmaction - INFO - Epoch [164][1580/2147] lr: 5.836e-02, eta: 3 days, 19:48:15, time: 1.532, data_time: 0.003, memory: 16628, top1_acc: 0.4496, top5_acc: 0.6906, loss_cls: 2.5029, loss: 2.5029, grad_norm: 2.6896 2021-01-25 20:00:08,265 - mmaction - INFO - Epoch [164][1600/2147] lr: 5.836e-02, eta: 3 days, 19:47:38, time: 1.414, data_time: 0.004, memory: 16628, top1_acc: 0.4388, top5_acc: 0.6884, loss_cls: 2.5065, loss: 2.5065, grad_norm: 2.6267 2021-01-25 20:00:39,823 - mmaction - INFO - Epoch [164][1620/2147] lr: 5.836e-02, eta: 3 days, 19:47:04, time: 1.576, data_time: 0.004, memory: 16628, top1_acc: 0.4415, top5_acc: 0.6897, loss_cls: 2.4894, loss: 2.4894, grad_norm: 2.5832 2021-01-25 20:01:12,649 - mmaction - INFO - Epoch [164][1640/2147] lr: 5.836e-02, eta: 3 days, 19:46:30, time: 1.640, data_time: 0.006, memory: 16628, top1_acc: 0.4295, top5_acc: 0.6795, loss_cls: 2.4841, loss: 2.4841, grad_norm: 2.6563 2021-01-25 20:01:52,631 - mmaction - INFO - Epoch [164][1660/2147] lr: 5.836e-02, eta: 3 days, 19:46:01, time: 2.000, data_time: 0.007, memory: 16628, top1_acc: 0.4246, top5_acc: 0.6696, loss_cls: 2.5559, loss: 2.5559, grad_norm: 2.5727 2021-01-25 20:02:21,164 - mmaction - INFO - Epoch [164][1680/2147] lr: 5.836e-02, eta: 3 days, 19:45:25, time: 1.430, data_time: 0.014, memory: 16628, top1_acc: 0.4384, top5_acc: 0.6813, loss_cls: 2.4778, loss: 2.4778, grad_norm: 2.6338 2021-01-25 20:02:51,483 - mmaction - INFO - Epoch [164][1700/2147] lr: 5.836e-02, eta: 3 days, 19:44:49, time: 1.516, data_time: 0.004, memory: 16628, top1_acc: 0.4388, top5_acc: 0.6942, loss_cls: 2.4771, loss: 2.4771, grad_norm: 2.6116 2021-01-25 20:03:22,102 - mmaction - INFO - Epoch [164][1720/2147] lr: 5.836e-02, eta: 3 days, 19:44:15, time: 1.531, data_time: 0.001, memory: 16628, top1_acc: 0.4487, top5_acc: 0.6875, loss_cls: 2.4506, loss: 2.4506, grad_norm: 2.6110 2021-01-25 20:03:51,391 - mmaction - INFO - Epoch [164][1740/2147] lr: 5.836e-02, eta: 3 days, 19:43:39, time: 1.462, data_time: 0.001, memory: 16628, top1_acc: 0.4384, top5_acc: 0.6911, loss_cls: 2.4858, loss: 2.4858, grad_norm: 2.6511 2021-01-25 20:04:22,495 - mmaction - INFO - Epoch [164][1760/2147] lr: 5.836e-02, eta: 3 days, 19:43:04, time: 1.556, data_time: 0.012, memory: 16628, top1_acc: 0.4286, top5_acc: 0.6888, loss_cls: 2.4829, loss: 2.4829, grad_norm: 2.5767 2021-01-25 20:04:52,894 - mmaction - INFO - Epoch [164][1780/2147] lr: 5.836e-02, eta: 3 days, 19:42:29, time: 1.519, data_time: 0.007, memory: 16628, top1_acc: 0.4179, top5_acc: 0.6799, loss_cls: 2.5291, loss: 2.5291, grad_norm: 2.6214 2021-01-25 20:05:21,538 - mmaction - INFO - Epoch [164][1800/2147] lr: 5.836e-02, eta: 3 days, 19:41:53, time: 1.435, data_time: 0.008, memory: 16628, top1_acc: 0.4513, top5_acc: 0.7049, loss_cls: 2.4065, loss: 2.4065, grad_norm: 2.6190 2021-01-25 20:05:51,629 - mmaction - INFO - Epoch [164][1820/2147] lr: 5.836e-02, eta: 3 days, 19:41:18, time: 1.504, data_time: 0.001, memory: 16628, top1_acc: 0.4406, top5_acc: 0.6991, loss_cls: 2.4115, loss: 2.4115, grad_norm: 2.6480 2021-01-25 20:06:22,335 - mmaction - INFO - Epoch [164][1840/2147] lr: 5.836e-02, eta: 3 days, 19:40:43, time: 1.535, data_time: 0.008, memory: 16628, top1_acc: 0.4295, top5_acc: 0.6857, loss_cls: 2.5103, loss: 2.5103, grad_norm: 2.6681 2021-01-25 20:06:53,766 - mmaction - INFO - Epoch [164][1860/2147] lr: 5.836e-02, eta: 3 days, 19:40:09, time: 1.572, data_time: 0.059, memory: 16628, top1_acc: 0.4460, top5_acc: 0.6969, loss_cls: 2.4415, loss: 2.4415, grad_norm: 2.6293 2021-01-25 20:07:24,613 - mmaction - INFO - Epoch [164][1880/2147] lr: 5.836e-02, eta: 3 days, 19:39:34, time: 1.542, data_time: 0.006, memory: 16628, top1_acc: 0.4312, top5_acc: 0.6634, loss_cls: 2.5551, loss: 2.5551, grad_norm: 2.5711 2021-01-25 20:07:57,057 - mmaction - INFO - Epoch [164][1900/2147] lr: 5.836e-02, eta: 3 days, 19:39:00, time: 1.621, data_time: 0.010, memory: 16628, top1_acc: 0.4415, top5_acc: 0.6875, loss_cls: 2.5002, loss: 2.5002, grad_norm: 2.5526 2021-01-25 20:08:27,005 - mmaction - INFO - Epoch [164][1920/2147] lr: 5.836e-02, eta: 3 days, 19:38:25, time: 1.500, data_time: 0.012, memory: 16628, top1_acc: 0.4576, top5_acc: 0.7036, loss_cls: 2.3837, loss: 2.3837, grad_norm: 2.5428 2021-01-25 20:08:57,624 - mmaction - INFO - Epoch [164][1940/2147] lr: 5.836e-02, eta: 3 days, 19:37:50, time: 1.526, data_time: 0.002, memory: 16628, top1_acc: 0.4504, top5_acc: 0.7080, loss_cls: 2.4071, loss: 2.4071, grad_norm: 2.6029 2021-01-25 20:09:26,511 - mmaction - INFO - Epoch [164][1960/2147] lr: 5.836e-02, eta: 3 days, 19:37:14, time: 1.447, data_time: 0.008, memory: 16628, top1_acc: 0.4406, top5_acc: 0.6723, loss_cls: 2.4854, loss: 2.4854, grad_norm: 2.6176 2021-01-25 20:09:57,593 - mmaction - INFO - Epoch [164][1980/2147] lr: 5.836e-02, eta: 3 days, 19:36:39, time: 1.556, data_time: 0.005, memory: 16628, top1_acc: 0.4411, top5_acc: 0.6897, loss_cls: 2.4472, loss: 2.4472, grad_norm: 2.5740 2021-01-25 20:10:26,578 - mmaction - INFO - Epoch [164][2000/2147] lr: 5.836e-02, eta: 3 days, 19:36:03, time: 1.449, data_time: 0.005, memory: 16628, top1_acc: 0.4504, top5_acc: 0.6911, loss_cls: 2.4225, loss: 2.4225, grad_norm: 2.6747 2021-01-25 20:10:56,696 - mmaction - INFO - Epoch [164][2020/2147] lr: 5.836e-02, eta: 3 days, 19:35:28, time: 1.507, data_time: 0.005, memory: 16628, top1_acc: 0.4259, top5_acc: 0.6719, loss_cls: 2.5435, loss: 2.5435, grad_norm: 2.7025 2021-01-25 20:11:28,874 - mmaction - INFO - Epoch [164][2040/2147] lr: 5.836e-02, eta: 3 days, 19:34:54, time: 1.610, data_time: 0.005, memory: 16628, top1_acc: 0.4473, top5_acc: 0.6991, loss_cls: 2.3937, loss: 2.3937, grad_norm: 2.6209 2021-01-25 20:12:06,654 - mmaction - INFO - Epoch [164][2060/2147] lr: 5.836e-02, eta: 3 days, 19:34:23, time: 1.886, data_time: 0.003, memory: 16628, top1_acc: 0.4344, top5_acc: 0.6853, loss_cls: 2.5462, loss: 2.5462, grad_norm: 2.7087 2021-01-25 20:12:38,365 - mmaction - INFO - Epoch [164][2080/2147] lr: 5.836e-02, eta: 3 days, 19:33:49, time: 1.587, data_time: 0.008, memory: 16628, top1_acc: 0.4268, top5_acc: 0.6853, loss_cls: 2.5094, loss: 2.5094, grad_norm: 2.6022 2021-01-25 20:13:10,286 - mmaction - INFO - Epoch [164][2100/2147] lr: 5.836e-02, eta: 3 days, 19:33:15, time: 1.597, data_time: 0.007, memory: 16628, top1_acc: 0.4286, top5_acc: 0.6683, loss_cls: 2.5764, loss: 2.5764, grad_norm: 2.6056 2021-01-25 20:13:40,249 - mmaction - INFO - Epoch [164][2120/2147] lr: 5.836e-02, eta: 3 days, 19:32:40, time: 1.497, data_time: 0.003, memory: 16628, top1_acc: 0.4500, top5_acc: 0.7085, loss_cls: 2.4258, loss: 2.4258, grad_norm: 2.5948 2021-01-25 20:14:08,627 - mmaction - INFO - Epoch [164][2140/2147] lr: 5.836e-02, eta: 3 days, 19:32:03, time: 1.419, data_time: 0.004, memory: 16628, top1_acc: 0.4415, top5_acc: 0.6893, loss_cls: 2.4483, loss: 2.4483, grad_norm: 2.6031 2021-01-25 20:14:38,958 - mmaction - INFO - Saving checkpoint at 164 epochs 2021-01-25 20:20:01,894 - mmaction - INFO - Epoch [165][20/2147] lr: 5.724e-02, eta: 3 days, 19:33:53, time: 16.038, data_time: 14.123, memory: 16628, top1_acc: 0.4540, top5_acc: 0.6982, loss_cls: 2.4239, loss: 2.4239, grad_norm: 2.6256 2021-01-25 20:20:32,601 - mmaction - INFO - Epoch [165][40/2147] lr: 5.724e-02, eta: 3 days, 19:33:18, time: 1.537, data_time: 0.007, memory: 16628, top1_acc: 0.4442, top5_acc: 0.6848, loss_cls: 2.4870, loss: 2.4870, grad_norm: 2.6762 2021-01-25 20:21:01,088 - mmaction - INFO - Epoch [165][60/2147] lr: 5.724e-02, eta: 3 days, 19:32:42, time: 1.426, data_time: 0.004, memory: 16628, top1_acc: 0.4321, top5_acc: 0.6866, loss_cls: 2.4758, loss: 2.4758, grad_norm: 2.6272 2021-01-25 20:21:30,218 - mmaction - INFO - Epoch [165][80/2147] lr: 5.724e-02, eta: 3 days, 19:32:06, time: 1.452, data_time: 0.006, memory: 16628, top1_acc: 0.4362, top5_acc: 0.6884, loss_cls: 2.4711, loss: 2.4711, grad_norm: 2.6417 2021-01-25 20:22:01,807 - mmaction - INFO - Epoch [165][100/2147] lr: 5.724e-02, eta: 3 days, 19:31:32, time: 1.583, data_time: 0.007, memory: 16628, top1_acc: 0.4558, top5_acc: 0.6942, loss_cls: 2.4137, loss: 2.4137, grad_norm: 2.6477 2021-01-25 20:22:32,547 - mmaction - INFO - Epoch [165][120/2147] lr: 5.724e-02, eta: 3 days, 19:30:57, time: 1.538, data_time: 0.005, memory: 16628, top1_acc: 0.4469, top5_acc: 0.6987, loss_cls: 2.4336, loss: 2.4336, grad_norm: 2.6278 2021-01-25 20:23:03,824 - mmaction - INFO - Epoch [165][140/2147] lr: 5.724e-02, eta: 3 days, 19:30:22, time: 1.563, data_time: 0.004, memory: 16628, top1_acc: 0.4379, top5_acc: 0.6728, loss_cls: 2.5035, loss: 2.5035, grad_norm: 2.6393 2021-01-25 20:23:34,160 - mmaction - INFO - Epoch [165][160/2147] lr: 5.724e-02, eta: 3 days, 19:29:47, time: 1.519, data_time: 0.006, memory: 16628, top1_acc: 0.4504, top5_acc: 0.6804, loss_cls: 2.4777, loss: 2.4777, grad_norm: 2.5024 2021-01-25 20:24:05,187 - mmaction - INFO - Epoch [165][180/2147] lr: 5.724e-02, eta: 3 days, 19:29:13, time: 1.547, data_time: 0.003, memory: 16628, top1_acc: 0.4692, top5_acc: 0.7000, loss_cls: 2.3993, loss: 2.3993, grad_norm: 2.4964 2021-01-25 20:24:34,185 - mmaction - INFO - Epoch [165][200/2147] lr: 5.724e-02, eta: 3 days, 19:28:37, time: 1.453, data_time: 0.013, memory: 16628, top1_acc: 0.4513, top5_acc: 0.6920, loss_cls: 2.4062, loss: 2.4062, grad_norm: 2.5914 2021-01-25 20:25:02,794 - mmaction - INFO - Epoch [165][220/2147] lr: 5.724e-02, eta: 3 days, 19:28:01, time: 1.432, data_time: 0.004, memory: 16628, top1_acc: 0.4326, top5_acc: 0.6786, loss_cls: 2.4683, loss: 2.4683, grad_norm: 2.6491 2021-01-25 20:25:32,936 - mmaction - INFO - Epoch [165][240/2147] lr: 5.724e-02, eta: 3 days, 19:27:26, time: 1.505, data_time: 0.003, memory: 16628, top1_acc: 0.4598, top5_acc: 0.7138, loss_cls: 2.3880, loss: 2.3880, grad_norm: 2.6353 2021-01-25 20:26:03,667 - mmaction - INFO - Epoch [165][260/2147] lr: 5.724e-02, eta: 3 days, 19:26:51, time: 1.536, data_time: 0.009, memory: 16628, top1_acc: 0.4313, top5_acc: 0.6875, loss_cls: 2.4821, loss: 2.4821, grad_norm: 2.6641 2021-01-25 20:26:32,321 - mmaction - INFO - Epoch [165][280/2147] lr: 5.724e-02, eta: 3 days, 19:26:15, time: 1.434, data_time: 0.012, memory: 16628, top1_acc: 0.4460, top5_acc: 0.6786, loss_cls: 2.5207, loss: 2.5207, grad_norm: 2.6658 2021-01-25 20:27:07,750 - mmaction - INFO - Epoch [165][300/2147] lr: 5.724e-02, eta: 3 days, 19:25:43, time: 1.771, data_time: 0.089, memory: 16628, top1_acc: 0.4580, top5_acc: 0.7036, loss_cls: 2.3782, loss: 2.3782, grad_norm: 2.5989 2021-01-25 20:27:36,274 - mmaction - INFO - Epoch [165][320/2147] lr: 5.724e-02, eta: 3 days, 19:25:06, time: 1.425, data_time: 0.004, memory: 16628, top1_acc: 0.4326, top5_acc: 0.6768, loss_cls: 2.5099, loss: 2.5099, grad_norm: 2.6743 2021-01-25 20:28:06,898 - mmaction - INFO - Epoch [165][340/2147] lr: 5.724e-02, eta: 3 days, 19:24:31, time: 1.530, data_time: 0.003, memory: 16628, top1_acc: 0.4446, top5_acc: 0.6790, loss_cls: 2.5054, loss: 2.5054, grad_norm: 2.6492 2021-01-25 20:28:38,198 - mmaction - INFO - Epoch [165][360/2147] lr: 5.724e-02, eta: 3 days, 19:23:57, time: 1.564, data_time: 0.004, memory: 16628, top1_acc: 0.4326, top5_acc: 0.6746, loss_cls: 2.5083, loss: 2.5083, grad_norm: 2.6525 2021-01-25 20:29:07,017 - mmaction - INFO - Epoch [165][380/2147] lr: 5.724e-02, eta: 3 days, 19:23:21, time: 1.439, data_time: 0.008, memory: 16628, top1_acc: 0.4379, top5_acc: 0.6808, loss_cls: 2.4872, loss: 2.4872, grad_norm: 2.6087 2021-01-25 20:29:35,667 - mmaction - INFO - Epoch [165][400/2147] lr: 5.724e-02, eta: 3 days, 19:22:45, time: 1.435, data_time: 0.011, memory: 16628, top1_acc: 0.4469, top5_acc: 0.7004, loss_cls: 2.4251, loss: 2.4251, grad_norm: 2.6439 2021-01-25 20:30:07,367 - mmaction - INFO - Epoch [165][420/2147] lr: 5.724e-02, eta: 3 days, 19:22:11, time: 1.585, data_time: 0.004, memory: 16628, top1_acc: 0.4371, top5_acc: 0.6821, loss_cls: 2.5054, loss: 2.5054, grad_norm: 2.6409 2021-01-25 20:30:39,518 - mmaction - INFO - Epoch [165][440/2147] lr: 5.724e-02, eta: 3 days, 19:21:37, time: 1.608, data_time: 0.012, memory: 16628, top1_acc: 0.4371, top5_acc: 0.6991, loss_cls: 2.4121, loss: 2.4121, grad_norm: 2.6084 2021-01-25 20:31:08,017 - mmaction - INFO - Epoch [165][460/2147] lr: 5.724e-02, eta: 3 days, 19:21:01, time: 1.425, data_time: 0.006, memory: 16628, top1_acc: 0.4545, top5_acc: 0.6987, loss_cls: 2.3963, loss: 2.3963, grad_norm: 2.6668 2021-01-25 20:31:46,889 - mmaction - INFO - Epoch [165][480/2147] lr: 5.724e-02, eta: 3 days, 19:20:30, time: 1.938, data_time: 0.007, memory: 16628, top1_acc: 0.4393, top5_acc: 0.6799, loss_cls: 2.5031, loss: 2.5031, grad_norm: 2.6934 2021-01-25 20:32:17,282 - mmaction - INFO - Epoch [165][500/2147] lr: 5.724e-02, eta: 3 days, 19:19:55, time: 1.524, data_time: 0.010, memory: 16628, top1_acc: 0.4473, top5_acc: 0.6866, loss_cls: 2.4371, loss: 2.4371, grad_norm: 2.6077 2021-01-25 20:32:46,254 - mmaction - INFO - Epoch [165][520/2147] lr: 5.724e-02, eta: 3 days, 19:19:19, time: 1.449, data_time: 0.003, memory: 16628, top1_acc: 0.4388, top5_acc: 0.6884, loss_cls: 2.5041, loss: 2.5041, grad_norm: 2.6254 2021-01-25 20:33:16,112 - mmaction - INFO - Epoch [165][540/2147] lr: 5.724e-02, eta: 3 days, 19:18:44, time: 1.492, data_time: 0.004, memory: 16628, top1_acc: 0.4527, top5_acc: 0.6902, loss_cls: 2.4564, loss: 2.4564, grad_norm: 2.5696 2021-01-25 20:33:46,829 - mmaction - INFO - Epoch [165][560/2147] lr: 5.724e-02, eta: 3 days, 19:18:09, time: 1.536, data_time: 0.008, memory: 16628, top1_acc: 0.4348, top5_acc: 0.6911, loss_cls: 2.4563, loss: 2.4563, grad_norm: 2.5831 2021-01-25 20:34:16,043 - mmaction - INFO - Epoch [165][580/2147] lr: 5.724e-02, eta: 3 days, 19:17:33, time: 1.457, data_time: 0.003, memory: 16628, top1_acc: 0.4335, top5_acc: 0.6777, loss_cls: 2.5216, loss: 2.5216, grad_norm: 2.6678 2021-01-25 20:34:50,009 - mmaction - INFO - Epoch [165][600/2147] lr: 5.724e-02, eta: 3 days, 19:17:00, time: 1.700, data_time: 0.013, memory: 16628, top1_acc: 0.4433, top5_acc: 0.6839, loss_cls: 2.4982, loss: 2.4982, grad_norm: 2.6303 2021-01-25 20:35:18,818 - mmaction - INFO - Epoch [165][620/2147] lr: 5.724e-02, eta: 3 days, 19:16:24, time: 1.442, data_time: 0.008, memory: 16628, top1_acc: 0.4504, top5_acc: 0.6929, loss_cls: 2.4464, loss: 2.4464, grad_norm: 2.6406 2021-01-25 20:35:47,332 - mmaction - INFO - Epoch [165][640/2147] lr: 5.724e-02, eta: 3 days, 19:15:48, time: 1.427, data_time: 0.006, memory: 16628, top1_acc: 0.4326, top5_acc: 0.6955, loss_cls: 2.4884, loss: 2.4884, grad_norm: 2.6184 2021-01-25 20:36:17,919 - mmaction - INFO - Epoch [165][660/2147] lr: 5.724e-02, eta: 3 days, 19:15:13, time: 1.527, data_time: 0.007, memory: 16628, top1_acc: 0.4576, top5_acc: 0.6813, loss_cls: 2.4766, loss: 2.4766, grad_norm: 2.5939 2021-01-25 20:36:54,249 - mmaction - INFO - Epoch [165][680/2147] lr: 5.724e-02, eta: 3 days, 19:14:42, time: 1.818, data_time: 0.010, memory: 16628, top1_acc: 0.4621, top5_acc: 0.7022, loss_cls: 2.3755, loss: 2.3755, grad_norm: 2.6009 2021-01-25 20:37:22,934 - mmaction - INFO - Epoch [165][700/2147] lr: 5.724e-02, eta: 3 days, 19:14:06, time: 1.436, data_time: 0.003, memory: 16628, top1_acc: 0.4527, top5_acc: 0.6937, loss_cls: 2.4293, loss: 2.4293, grad_norm: 2.6231 2021-01-25 20:37:57,983 - mmaction - INFO - Epoch [165][720/2147] lr: 5.724e-02, eta: 3 days, 19:13:33, time: 1.748, data_time: 0.005, memory: 16628, top1_acc: 0.4312, top5_acc: 0.6812, loss_cls: 2.5356, loss: 2.5356, grad_norm: 2.6453 2021-01-25 20:38:27,333 - mmaction - INFO - Epoch [165][740/2147] lr: 5.724e-02, eta: 3 days, 19:12:58, time: 1.466, data_time: 0.013, memory: 16628, top1_acc: 0.4478, top5_acc: 0.6906, loss_cls: 2.4474, loss: 2.4474, grad_norm: 2.5534 2021-01-25 20:39:00,353 - mmaction - INFO - Epoch [165][760/2147] lr: 5.724e-02, eta: 3 days, 19:12:24, time: 1.653, data_time: 0.007, memory: 16628, top1_acc: 0.4357, top5_acc: 0.6844, loss_cls: 2.4901, loss: 2.4901, grad_norm: 2.6256 2021-01-25 20:39:32,556 - mmaction - INFO - Epoch [165][780/2147] lr: 5.724e-02, eta: 3 days, 19:11:50, time: 1.607, data_time: 0.007, memory: 16628, top1_acc: 0.4638, top5_acc: 0.6991, loss_cls: 2.3829, loss: 2.3829, grad_norm: 2.6057 2021-01-25 20:40:01,559 - mmaction - INFO - Epoch [165][800/2147] lr: 5.724e-02, eta: 3 days, 19:11:14, time: 1.456, data_time: 0.018, memory: 16628, top1_acc: 0.4518, top5_acc: 0.6911, loss_cls: 2.4506, loss: 2.4506, grad_norm: 2.6264 2021-01-25 20:40:32,188 - mmaction - INFO - Epoch [165][820/2147] lr: 5.724e-02, eta: 3 days, 19:10:39, time: 1.531, data_time: 0.002, memory: 16628, top1_acc: 0.4312, top5_acc: 0.6937, loss_cls: 2.4869, loss: 2.4869, grad_norm: 2.6205 2021-01-25 20:41:02,684 - mmaction - INFO - Epoch [165][840/2147] lr: 5.724e-02, eta: 3 days, 19:10:04, time: 1.521, data_time: 0.008, memory: 16628, top1_acc: 0.4357, top5_acc: 0.6768, loss_cls: 2.5060, loss: 2.5060, grad_norm: 2.5814 2021-01-25 20:41:31,389 - mmaction - INFO - Epoch [165][860/2147] lr: 5.724e-02, eta: 3 days, 19:09:28, time: 1.436, data_time: 0.006, memory: 16628, top1_acc: 0.4174, top5_acc: 0.6830, loss_cls: 2.5186, loss: 2.5186, grad_norm: 2.5840 2021-01-25 20:42:19,887 - mmaction - INFO - Epoch [165][880/2147] lr: 5.724e-02, eta: 3 days, 19:09:03, time: 2.420, data_time: 0.008, memory: 16628, top1_acc: 0.4661, top5_acc: 0.6982, loss_cls: 2.3694, loss: 2.3694, grad_norm: 2.5099 2021-01-25 20:42:49,361 - mmaction - INFO - Epoch [165][900/2147] lr: 5.724e-02, eta: 3 days, 19:08:28, time: 1.481, data_time: 0.014, memory: 16628, top1_acc: 0.4580, top5_acc: 0.7067, loss_cls: 2.3804, loss: 2.3804, grad_norm: 2.6103 2021-01-25 20:43:19,519 - mmaction - INFO - Epoch [165][920/2147] lr: 5.724e-02, eta: 3 days, 19:07:53, time: 1.498, data_time: 0.002, memory: 16628, top1_acc: 0.4509, top5_acc: 0.6951, loss_cls: 2.4220, loss: 2.4220, grad_norm: 2.5920 2021-01-25 20:43:47,819 - mmaction - INFO - Epoch [165][940/2147] lr: 5.724e-02, eta: 3 days, 19:07:17, time: 1.425, data_time: 0.013, memory: 16628, top1_acc: 0.4455, top5_acc: 0.6781, loss_cls: 2.5050, loss: 2.5050, grad_norm: 2.7119 2021-01-25 20:44:18,039 - mmaction - INFO - Epoch [165][960/2147] lr: 5.724e-02, eta: 3 days, 19:06:41, time: 1.507, data_time: 0.005, memory: 16628, top1_acc: 0.4402, top5_acc: 0.6884, loss_cls: 2.4295, loss: 2.4295, grad_norm: 2.6076 2021-01-25 20:44:55,491 - mmaction - INFO - Epoch [165][980/2147] lr: 5.724e-02, eta: 3 days, 19:06:10, time: 1.876, data_time: 0.011, memory: 16628, top1_acc: 0.4254, top5_acc: 0.6701, loss_cls: 2.5628, loss: 2.5628, grad_norm: 2.6838 2021-01-25 20:45:26,756 - mmaction - INFO - Epoch [165][1000/2147] lr: 5.724e-02, eta: 3 days, 19:05:36, time: 1.564, data_time: 0.005, memory: 16628, top1_acc: 0.4513, top5_acc: 0.7161, loss_cls: 2.3447, loss: 2.3447, grad_norm: 2.5592 2021-01-25 20:45:55,302 - mmaction - INFO - Epoch [165][1020/2147] lr: 5.724e-02, eta: 3 days, 19:05:00, time: 1.422, data_time: 0.004, memory: 16628, top1_acc: 0.4388, top5_acc: 0.6911, loss_cls: 2.4620, loss: 2.4620, grad_norm: 2.5992 2021-01-25 20:46:25,860 - mmaction - INFO - Epoch [165][1040/2147] lr: 5.724e-02, eta: 3 days, 19:04:25, time: 1.533, data_time: 0.018, memory: 16628, top1_acc: 0.4308, top5_acc: 0.6839, loss_cls: 2.5123, loss: 2.5123, grad_norm: 2.5849 2021-01-25 20:46:58,035 - mmaction - INFO - Epoch [165][1060/2147] lr: 5.724e-02, eta: 3 days, 19:03:51, time: 1.608, data_time: 0.006, memory: 16628, top1_acc: 0.4473, top5_acc: 0.7054, loss_cls: 2.4294, loss: 2.4294, grad_norm: 2.5909 2021-01-25 20:47:28,430 - mmaction - INFO - Epoch [165][1080/2147] lr: 5.724e-02, eta: 3 days, 19:03:16, time: 1.518, data_time: 0.008, memory: 16628, top1_acc: 0.4545, top5_acc: 0.6844, loss_cls: 2.4643, loss: 2.4643, grad_norm: 2.6152 2021-01-25 20:47:57,948 - mmaction - INFO - Epoch [165][1100/2147] lr: 5.724e-02, eta: 3 days, 19:02:40, time: 1.477, data_time: 0.013, memory: 16628, top1_acc: 0.4406, top5_acc: 0.6969, loss_cls: 2.4186, loss: 2.4186, grad_norm: 2.6124 2021-01-25 20:48:29,922 - mmaction - INFO - Epoch [165][1120/2147] lr: 5.724e-02, eta: 3 days, 19:02:06, time: 1.599, data_time: 0.006, memory: 16628, top1_acc: 0.4437, top5_acc: 0.6937, loss_cls: 2.4244, loss: 2.4244, grad_norm: 2.6556 2021-01-25 20:48:58,310 - mmaction - INFO - Epoch [165][1140/2147] lr: 5.724e-02, eta: 3 days, 19:01:30, time: 1.421, data_time: 0.006, memory: 16628, top1_acc: 0.4339, top5_acc: 0.6826, loss_cls: 2.5339, loss: 2.5339, grad_norm: 2.6380 2021-01-25 20:49:29,793 - mmaction - INFO - Epoch [165][1160/2147] lr: 5.724e-02, eta: 3 days, 19:00:55, time: 1.572, data_time: 0.003, memory: 16628, top1_acc: 0.4594, top5_acc: 0.7098, loss_cls: 2.3858, loss: 2.3858, grad_norm: 2.6180 2021-01-25 20:50:05,477 - mmaction - INFO - Epoch [165][1180/2147] lr: 5.724e-02, eta: 3 days, 19:00:23, time: 1.784, data_time: 0.007, memory: 16628, top1_acc: 0.4464, top5_acc: 0.6848, loss_cls: 2.4756, loss: 2.4756, grad_norm: 2.5876 2021-01-25 20:50:34,202 - mmaction - INFO - Epoch [165][1200/2147] lr: 5.724e-02, eta: 3 days, 18:59:47, time: 1.439, data_time: 0.006, memory: 16628, top1_acc: 0.4254, top5_acc: 0.6661, loss_cls: 2.5392, loss: 2.5392, grad_norm: 2.6646 2021-01-25 20:51:02,466 - mmaction - INFO - Epoch [165][1220/2147] lr: 5.724e-02, eta: 3 days, 18:59:11, time: 1.412, data_time: 0.003, memory: 16628, top1_acc: 0.4397, top5_acc: 0.6844, loss_cls: 2.5069, loss: 2.5069, grad_norm: 2.5454 2021-01-25 20:51:36,135 - mmaction - INFO - Epoch [165][1240/2147] lr: 5.724e-02, eta: 3 days, 18:58:38, time: 1.668, data_time: 0.004, memory: 16628, top1_acc: 0.4411, top5_acc: 0.7058, loss_cls: 2.4130, loss: 2.4130, grad_norm: 2.5842 2021-01-25 20:52:09,427 - mmaction - INFO - Epoch [165][1260/2147] lr: 5.724e-02, eta: 3 days, 18:58:05, time: 1.673, data_time: 0.032, memory: 16628, top1_acc: 0.4473, top5_acc: 0.6893, loss_cls: 2.4363, loss: 2.4363, grad_norm: 2.6221 2021-01-25 20:52:39,199 - mmaction - INFO - Epoch [165][1280/2147] lr: 5.724e-02, eta: 3 days, 18:57:29, time: 1.496, data_time: 0.011, memory: 16628, top1_acc: 0.4402, top5_acc: 0.6955, loss_cls: 2.4451, loss: 2.4451, grad_norm: 2.5930 2021-01-25 20:53:08,307 - mmaction - INFO - Epoch [165][1300/2147] lr: 5.724e-02, eta: 3 days, 18:56:53, time: 1.445, data_time: 0.003, memory: 16628, top1_acc: 0.4464, top5_acc: 0.7004, loss_cls: 2.4477, loss: 2.4477, grad_norm: 2.6342 2021-01-25 20:53:37,446 - mmaction - INFO - Epoch [165][1320/2147] lr: 5.724e-02, eta: 3 days, 18:56:18, time: 1.462, data_time: 0.013, memory: 16628, top1_acc: 0.4719, top5_acc: 0.7170, loss_cls: 2.3438, loss: 2.3438, grad_norm: 2.6013 2021-01-25 20:54:07,680 - mmaction - INFO - Epoch [165][1340/2147] lr: 5.724e-02, eta: 3 days, 18:55:43, time: 1.517, data_time: 0.010, memory: 16628, top1_acc: 0.4321, top5_acc: 0.6839, loss_cls: 2.4970, loss: 2.4970, grad_norm: 2.6330 2021-01-25 20:54:37,848 - mmaction - INFO - Epoch [165][1360/2147] lr: 5.724e-02, eta: 3 days, 18:55:07, time: 1.495, data_time: 0.006, memory: 16628, top1_acc: 0.4326, top5_acc: 0.6844, loss_cls: 2.4834, loss: 2.4834, grad_norm: 2.5819 2021-01-25 20:55:06,693 - mmaction - INFO - Epoch [165][1380/2147] lr: 5.724e-02, eta: 3 days, 18:54:32, time: 1.456, data_time: 0.015, memory: 16628, top1_acc: 0.4201, top5_acc: 0.6902, loss_cls: 2.5380, loss: 2.5380, grad_norm: 2.7607 2021-01-25 20:55:35,074 - mmaction - INFO - Epoch [165][1400/2147] lr: 5.724e-02, eta: 3 days, 18:53:55, time: 1.419, data_time: 0.001, memory: 16628, top1_acc: 0.4321, top5_acc: 0.6821, loss_cls: 2.5188, loss: 2.5188, grad_norm: 2.6898 2021-01-25 20:56:03,474 - mmaction - INFO - Epoch [165][1420/2147] lr: 5.724e-02, eta: 3 days, 18:53:19, time: 1.417, data_time: 0.003, memory: 16628, top1_acc: 0.4371, top5_acc: 0.6946, loss_cls: 2.4776, loss: 2.4776, grad_norm: 2.6550 2021-01-25 20:56:32,044 - mmaction - INFO - Epoch [165][1440/2147] lr: 5.724e-02, eta: 3 days, 18:52:43, time: 1.430, data_time: 0.011, memory: 16628, top1_acc: 0.4263, top5_acc: 0.6683, loss_cls: 2.5436, loss: 2.5436, grad_norm: 2.6882 2021-01-25 20:57:06,778 - mmaction - INFO - Epoch [165][1460/2147] lr: 5.724e-02, eta: 3 days, 18:52:11, time: 1.730, data_time: 0.162, memory: 16628, top1_acc: 0.4277, top5_acc: 0.6946, loss_cls: 2.5064, loss: 2.5064, grad_norm: 2.6381 2021-01-25 20:57:38,674 - mmaction - INFO - Epoch [165][1480/2147] lr: 5.724e-02, eta: 3 days, 18:51:36, time: 1.595, data_time: 0.011, memory: 16628, top1_acc: 0.4487, top5_acc: 0.6888, loss_cls: 2.4566, loss: 2.4566, grad_norm: 2.5610 2021-01-25 20:58:08,665 - mmaction - INFO - Epoch [165][1500/2147] lr: 5.724e-02, eta: 3 days, 18:51:01, time: 1.503, data_time: 0.014, memory: 16628, top1_acc: 0.4625, top5_acc: 0.6987, loss_cls: 2.3578, loss: 2.3578, grad_norm: 2.5671 2021-01-25 20:58:40,210 - mmaction - INFO - Epoch [165][1520/2147] lr: 5.724e-02, eta: 3 days, 18:50:27, time: 1.579, data_time: 0.009, memory: 16628, top1_acc: 0.4393, top5_acc: 0.6902, loss_cls: 2.4911, loss: 2.4911, grad_norm: 2.6507 2021-01-25 20:59:10,173 - mmaction - INFO - Epoch [165][1540/2147] lr: 5.724e-02, eta: 3 days, 18:49:52, time: 1.500, data_time: 0.012, memory: 16628, top1_acc: 0.4286, top5_acc: 0.6830, loss_cls: 2.5073, loss: 2.5073, grad_norm: 2.6490 2021-01-25 20:59:39,484 - mmaction - INFO - Epoch [165][1560/2147] lr: 5.724e-02, eta: 3 days, 18:49:16, time: 1.465, data_time: 0.004, memory: 16628, top1_acc: 0.4415, top5_acc: 0.6804, loss_cls: 2.5041, loss: 2.5041, grad_norm: 2.5890 2021-01-25 21:00:13,648 - mmaction - INFO - Epoch [165][1580/2147] lr: 5.724e-02, eta: 3 days, 18:48:43, time: 1.710, data_time: 0.006, memory: 16628, top1_acc: 0.4469, top5_acc: 0.6937, loss_cls: 2.4345, loss: 2.4345, grad_norm: 2.6266 2021-01-25 21:00:44,071 - mmaction - INFO - Epoch [165][1600/2147] lr: 5.724e-02, eta: 3 days, 18:48:08, time: 1.520, data_time: 0.004, memory: 16628, top1_acc: 0.4460, top5_acc: 0.6955, loss_cls: 2.4053, loss: 2.4053, grad_norm: 2.6513 2021-01-25 21:01:14,205 - mmaction - INFO - Epoch [165][1620/2147] lr: 5.724e-02, eta: 3 days, 18:47:33, time: 1.507, data_time: 0.004, memory: 16628, top1_acc: 0.4371, top5_acc: 0.6759, loss_cls: 2.4967, loss: 2.4967, grad_norm: 2.5679 2021-01-25 21:01:48,579 - mmaction - INFO - Epoch [165][1640/2147] lr: 5.724e-02, eta: 3 days, 18:47:00, time: 1.713, data_time: 0.002, memory: 16628, top1_acc: 0.4429, top5_acc: 0.6933, loss_cls: 2.4699, loss: 2.4699, grad_norm: 2.5833 2021-01-25 21:02:20,552 - mmaction - INFO - Epoch [165][1660/2147] lr: 5.724e-02, eta: 3 days, 18:46:26, time: 1.594, data_time: 0.010, memory: 16628, top1_acc: 0.4460, top5_acc: 0.6915, loss_cls: 2.4131, loss: 2.4131, grad_norm: 2.5537 2021-01-25 21:02:53,087 - mmaction - INFO - Epoch [165][1680/2147] lr: 5.724e-02, eta: 3 days, 18:45:52, time: 1.632, data_time: 0.014, memory: 16628, top1_acc: 0.4424, top5_acc: 0.7000, loss_cls: 2.4459, loss: 2.4459, grad_norm: 2.6194 2021-01-25 21:03:23,672 - mmaction - INFO - Epoch [165][1700/2147] lr: 5.724e-02, eta: 3 days, 18:45:17, time: 1.535, data_time: 0.011, memory: 16628, top1_acc: 0.4232, top5_acc: 0.6643, loss_cls: 2.5553, loss: 2.5553, grad_norm: 2.6780 2021-01-25 21:03:54,458 - mmaction - INFO - Epoch [165][1720/2147] lr: 5.724e-02, eta: 3 days, 18:44:42, time: 1.537, data_time: 0.004, memory: 16628, top1_acc: 0.4317, top5_acc: 0.6964, loss_cls: 2.4814, loss: 2.4814, grad_norm: 2.6380 2021-01-25 21:04:22,802 - mmaction - INFO - Epoch [165][1740/2147] lr: 5.724e-02, eta: 3 days, 18:44:06, time: 1.419, data_time: 0.005, memory: 16628, top1_acc: 0.4487, top5_acc: 0.6821, loss_cls: 2.4889, loss: 2.4889, grad_norm: 2.6560 2021-01-25 21:04:52,565 - mmaction - INFO - Epoch [165][1760/2147] lr: 5.724e-02, eta: 3 days, 18:43:31, time: 1.488, data_time: 0.004, memory: 16628, top1_acc: 0.4379, top5_acc: 0.6853, loss_cls: 2.4488, loss: 2.4488, grad_norm: 2.6149 2021-01-25 21:05:21,582 - mmaction - INFO - Epoch [165][1780/2147] lr: 5.724e-02, eta: 3 days, 18:42:55, time: 1.452, data_time: 0.006, memory: 16628, top1_acc: 0.4420, top5_acc: 0.6826, loss_cls: 2.5114, loss: 2.5114, grad_norm: 2.6434 2021-01-25 21:05:52,379 - mmaction - INFO - Epoch [165][1800/2147] lr: 5.724e-02, eta: 3 days, 18:42:20, time: 1.538, data_time: 0.003, memory: 16628, top1_acc: 0.4397, top5_acc: 0.6723, loss_cls: 2.5190, loss: 2.5190, grad_norm: 2.6150 2021-01-25 21:06:21,693 - mmaction - INFO - Epoch [165][1820/2147] lr: 5.724e-02, eta: 3 days, 18:41:45, time: 1.467, data_time: 0.004, memory: 16628, top1_acc: 0.4420, top5_acc: 0.7013, loss_cls: 2.4233, loss: 2.4233, grad_norm: 2.5602 2021-01-25 21:06:58,402 - mmaction - INFO - Epoch [165][1840/2147] lr: 5.724e-02, eta: 3 days, 18:41:13, time: 1.824, data_time: 0.003, memory: 16628, top1_acc: 0.4353, top5_acc: 0.6781, loss_cls: 2.5023, loss: 2.5023, grad_norm: 2.6700 2021-01-25 21:07:29,082 - mmaction - INFO - Epoch [165][1860/2147] lr: 5.724e-02, eta: 3 days, 18:40:38, time: 1.545, data_time: 0.019, memory: 16628, top1_acc: 0.4375, top5_acc: 0.6893, loss_cls: 2.4896, loss: 2.4896, grad_norm: 2.6371 2021-01-25 21:08:08,417 - mmaction - INFO - Epoch [165][1880/2147] lr: 5.724e-02, eta: 3 days, 18:40:08, time: 1.966, data_time: 0.004, memory: 16628, top1_acc: 0.4304, top5_acc: 0.6728, loss_cls: 2.5621, loss: 2.5621, grad_norm: 2.6401 2021-01-25 21:08:41,958 - mmaction - INFO - Epoch [165][1900/2147] lr: 5.724e-02, eta: 3 days, 18:39:35, time: 1.676, data_time: 0.009, memory: 16628, top1_acc: 0.4353, top5_acc: 0.7009, loss_cls: 2.4369, loss: 2.4369, grad_norm: 2.5315 2021-01-25 21:09:14,339 - mmaction - INFO - Epoch [165][1920/2147] lr: 5.724e-02, eta: 3 days, 18:39:01, time: 1.618, data_time: 0.006, memory: 16628, top1_acc: 0.4455, top5_acc: 0.6902, loss_cls: 2.4788, loss: 2.4788, grad_norm: 2.6263 2021-01-25 21:09:44,085 - mmaction - INFO - Epoch [165][1940/2147] lr: 5.724e-02, eta: 3 days, 18:38:26, time: 1.491, data_time: 0.007, memory: 16628, top1_acc: 0.4424, top5_acc: 0.6888, loss_cls: 2.4729, loss: 2.4729, grad_norm: 2.6507 2021-01-25 21:10:15,686 - mmaction - INFO - Epoch [165][1960/2147] lr: 5.724e-02, eta: 3 days, 18:37:51, time: 1.573, data_time: 0.004, memory: 16628, top1_acc: 0.4223, top5_acc: 0.6629, loss_cls: 2.5241, loss: 2.5241, grad_norm: 2.6063 2021-01-25 21:10:49,779 - mmaction - INFO - Epoch [165][1980/2147] lr: 5.724e-02, eta: 3 days, 18:37:18, time: 1.708, data_time: 0.011, memory: 16628, top1_acc: 0.4625, top5_acc: 0.7022, loss_cls: 2.3503, loss: 2.3503, grad_norm: 2.6309 2021-01-25 21:11:18,198 - mmaction - INFO - Epoch [165][2000/2147] lr: 5.724e-02, eta: 3 days, 18:36:42, time: 1.423, data_time: 0.007, memory: 16628, top1_acc: 0.4317, top5_acc: 0.6781, loss_cls: 2.5133, loss: 2.5133, grad_norm: 2.6870 2021-01-25 21:11:54,335 - mmaction - INFO - Epoch [165][2020/2147] lr: 5.724e-02, eta: 3 days, 18:36:10, time: 1.757, data_time: 0.005, memory: 16628, top1_acc: 0.4219, top5_acc: 0.6670, loss_cls: 2.5739, loss: 2.5739, grad_norm: 2.7316 2021-01-25 21:12:25,181 - mmaction - INFO - Epoch [165][2040/2147] lr: 5.724e-02, eta: 3 days, 18:35:36, time: 1.594, data_time: 0.058, memory: 16628, top1_acc: 0.4451, top5_acc: 0.6871, loss_cls: 2.4798, loss: 2.4798, grad_norm: 2.5712 2021-01-25 21:12:59,913 - mmaction - INFO - Epoch [165][2060/2147] lr: 5.724e-02, eta: 3 days, 18:35:03, time: 1.736, data_time: 0.003, memory: 16628, top1_acc: 0.4393, top5_acc: 0.6888, loss_cls: 2.4587, loss: 2.4587, grad_norm: 2.5789 2021-01-25 21:13:29,082 - mmaction - INFO - Epoch [165][2080/2147] lr: 5.724e-02, eta: 3 days, 18:34:27, time: 1.457, data_time: 0.004, memory: 16628, top1_acc: 0.4437, top5_acc: 0.6830, loss_cls: 2.5102, loss: 2.5102, grad_norm: 2.6215 2021-01-25 21:13:57,675 - mmaction - INFO - Epoch [165][2100/2147] lr: 5.724e-02, eta: 3 days, 18:33:51, time: 1.431, data_time: 0.007, memory: 16628, top1_acc: 0.4272, top5_acc: 0.6754, loss_cls: 2.5297, loss: 2.5297, grad_norm: 2.6408 2021-01-25 21:14:25,999 - mmaction - INFO - Epoch [165][2120/2147] lr: 5.724e-02, eta: 3 days, 18:33:15, time: 1.416, data_time: 0.005, memory: 16628, top1_acc: 0.4460, top5_acc: 0.6933, loss_cls: 2.4611, loss: 2.4611, grad_norm: 2.6402 2021-01-25 21:14:57,120 - mmaction - INFO - Epoch [165][2140/2147] lr: 5.724e-02, eta: 3 days, 18:32:41, time: 1.551, data_time: 0.006, memory: 16628, top1_acc: 0.4397, top5_acc: 0.6906, loss_cls: 2.5171, loss: 2.5171, grad_norm: 2.6258 2021-01-25 21:36:02,301 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-25 21:36:03,071 - mmaction - INFO - top1_acc 0.5048 top5_acc 0.7632 2021-01-25 21:36:03,071 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-25 21:36:03,125 - mmaction - INFO - mean_acc 0.5047 2021-01-25 21:36:03,126 - mmaction - INFO - Now best checkpoint is epoch_165.pth 2021-01-25 21:36:03,137 - mmaction - INFO - Epoch(val) [165][2147] top1_acc: 0.5048, top5_acc: 0.7632, mean_class_accuracy: 0.5047 2021-01-25 21:41:47,048 - mmaction - INFO - Epoch [166][20/2147] lr: 5.614e-02, eta: 3 days, 18:34:40, time: 17.114, data_time: 15.595, memory: 16628, top1_acc: 0.4424, top5_acc: 0.6893, loss_cls: 2.4473, loss: 2.4473, grad_norm: 2.5447 2021-01-25 21:42:15,817 - mmaction - INFO - Epoch [166][40/2147] lr: 5.614e-02, eta: 3 days, 18:34:04, time: 1.513, data_time: 0.081, memory: 16628, top1_acc: 0.4451, top5_acc: 0.6955, loss_cls: 2.4297, loss: 2.4297, grad_norm: 2.5897 2021-01-25 21:42:49,008 - mmaction - INFO - Epoch [166][60/2147] lr: 5.614e-02, eta: 3 days, 18:33:31, time: 1.654, data_time: 0.004, memory: 16628, top1_acc: 0.4531, top5_acc: 0.7013, loss_cls: 2.3870, loss: 2.3870, grad_norm: 2.6526 2021-01-25 21:43:20,376 - mmaction - INFO - Epoch [166][80/2147] lr: 5.614e-02, eta: 3 days, 18:32:56, time: 1.576, data_time: 0.144, memory: 16628, top1_acc: 0.4571, top5_acc: 0.6795, loss_cls: 2.4666, loss: 2.4666, grad_norm: 2.6252 2021-01-25 21:43:51,914 - mmaction - INFO - Epoch [166][100/2147] lr: 5.614e-02, eta: 3 days, 18:32:22, time: 1.567, data_time: 0.003, memory: 16628, top1_acc: 0.4513, top5_acc: 0.6839, loss_cls: 2.4193, loss: 2.4193, grad_norm: 2.5677 2021-01-25 21:44:20,394 - mmaction - INFO - Epoch [166][120/2147] lr: 5.614e-02, eta: 3 days, 18:31:46, time: 1.434, data_time: 0.014, memory: 16628, top1_acc: 0.4442, top5_acc: 0.7022, loss_cls: 2.4231, loss: 2.4231, grad_norm: 2.6454 2021-01-25 21:44:51,676 - mmaction - INFO - Epoch [166][140/2147] lr: 5.614e-02, eta: 3 days, 18:31:11, time: 1.560, data_time: 0.002, memory: 16628, top1_acc: 0.4665, top5_acc: 0.7134, loss_cls: 2.3574, loss: 2.3574, grad_norm: 2.6274 2021-01-25 21:45:21,497 - mmaction - INFO - Epoch [166][160/2147] lr: 5.614e-02, eta: 3 days, 18:30:36, time: 1.486, data_time: 0.007, memory: 16628, top1_acc: 0.4473, top5_acc: 0.6973, loss_cls: 2.4370, loss: 2.4370, grad_norm: 2.6408 2021-01-25 21:45:51,929 - mmaction - INFO - Epoch [166][180/2147] lr: 5.614e-02, eta: 3 days, 18:30:01, time: 1.531, data_time: 0.012, memory: 16628, top1_acc: 0.4424, top5_acc: 0.6844, loss_cls: 2.4857, loss: 2.4857, grad_norm: 2.6096 2021-01-25 21:46:25,032 - mmaction - INFO - Epoch [166][200/2147] lr: 5.614e-02, eta: 3 days, 18:29:27, time: 1.650, data_time: 0.003, memory: 16628, top1_acc: 0.4313, top5_acc: 0.6812, loss_cls: 2.4618, loss: 2.4618, grad_norm: 2.6305 2021-01-25 21:46:55,159 - mmaction - INFO - Epoch [166][220/2147] lr: 5.614e-02, eta: 3 days, 18:28:52, time: 1.512, data_time: 0.008, memory: 16628, top1_acc: 0.4585, top5_acc: 0.7067, loss_cls: 2.3764, loss: 2.3764, grad_norm: 2.5749 2021-01-25 21:47:25,968 - mmaction - INFO - Epoch [166][240/2147] lr: 5.614e-02, eta: 3 days, 18:28:17, time: 1.533, data_time: 0.004, memory: 16628, top1_acc: 0.4616, top5_acc: 0.7018, loss_cls: 2.3791, loss: 2.3791, grad_norm: 2.6072 2021-01-25 21:47:56,642 - mmaction - INFO - Epoch [166][260/2147] lr: 5.614e-02, eta: 3 days, 18:27:43, time: 1.539, data_time: 0.014, memory: 16628, top1_acc: 0.4451, top5_acc: 0.6884, loss_cls: 2.4470, loss: 2.4470, grad_norm: 2.5963 2021-01-25 21:48:28,521 - mmaction - INFO - Epoch [166][280/2147] lr: 5.614e-02, eta: 3 days, 18:27:08, time: 1.587, data_time: 0.015, memory: 16628, top1_acc: 0.4397, top5_acc: 0.6875, loss_cls: 2.4720, loss: 2.4720, grad_norm: 2.6668 2021-01-25 21:49:03,013 - mmaction - INFO - Epoch [166][300/2147] lr: 5.614e-02, eta: 3 days, 18:26:36, time: 1.732, data_time: 0.015, memory: 16628, top1_acc: 0.4366, top5_acc: 0.7094, loss_cls: 2.3681, loss: 2.3681, grad_norm: 2.6296 2021-01-25 21:49:34,032 - mmaction - INFO - Epoch [166][320/2147] lr: 5.614e-02, eta: 3 days, 18:26:01, time: 1.546, data_time: 0.010, memory: 16628, top1_acc: 0.4433, top5_acc: 0.6946, loss_cls: 2.4560, loss: 2.4560, grad_norm: 2.6888 2021-01-25 21:50:03,603 - mmaction - INFO - Epoch [166][340/2147] lr: 5.614e-02, eta: 3 days, 18:25:25, time: 1.477, data_time: 0.009, memory: 16628, top1_acc: 0.4388, top5_acc: 0.6799, loss_cls: 2.5073, loss: 2.5073, grad_norm: 2.6732 2021-01-25 21:50:33,497 - mmaction - INFO - Epoch [166][360/2147] lr: 5.614e-02, eta: 3 days, 18:24:50, time: 1.501, data_time: 0.017, memory: 16628, top1_acc: 0.4558, top5_acc: 0.7000, loss_cls: 2.4309, loss: 2.4309, grad_norm: 2.5761 2021-01-25 21:51:07,567 - mmaction - INFO - Epoch [166][380/2147] lr: 5.614e-02, eta: 3 days, 18:24:17, time: 1.703, data_time: 0.009, memory: 16628, top1_acc: 0.4415, top5_acc: 0.6951, loss_cls: 2.4463, loss: 2.4463, grad_norm: 2.6918 2021-01-25 21:51:43,516 - mmaction - INFO - Epoch [166][400/2147] lr: 5.614e-02, eta: 3 days, 18:23:44, time: 1.662, data_time: 0.010, memory: 16628, top1_acc: 0.4491, top5_acc: 0.6920, loss_cls: 2.4365, loss: 2.4365, grad_norm: 2.5931 2021-01-25 21:52:17,216 - mmaction - INFO - Epoch [166][420/2147] lr: 5.614e-02, eta: 3 days, 18:23:12, time: 1.820, data_time: 0.142, memory: 16628, top1_acc: 0.4643, top5_acc: 0.7116, loss_cls: 2.3448, loss: 2.3448, grad_norm: 2.6405 2021-01-25 21:52:45,757 - mmaction - INFO - Epoch [166][440/2147] lr: 5.614e-02, eta: 3 days, 18:22:36, time: 1.430, data_time: 0.009, memory: 16628, top1_acc: 0.4299, top5_acc: 0.6687, loss_cls: 2.5243, loss: 2.5243, grad_norm: 2.7184 2021-01-25 21:53:23,095 - mmaction - INFO - Epoch [166][460/2147] lr: 5.614e-02, eta: 3 days, 18:22:05, time: 1.860, data_time: 0.002, memory: 16628, top1_acc: 0.4455, top5_acc: 0.6920, loss_cls: 2.4637, loss: 2.4637, grad_norm: 2.6934 2021-01-25 21:53:55,681 - mmaction - INFO - Epoch [166][480/2147] lr: 5.614e-02, eta: 3 days, 18:21:31, time: 1.633, data_time: 0.016, memory: 16628, top1_acc: 0.4272, top5_acc: 0.6929, loss_cls: 2.4717, loss: 2.4717, grad_norm: 2.7085 2021-01-25 21:54:24,778 - mmaction - INFO - Epoch [166][500/2147] lr: 5.614e-02, eta: 3 days, 18:20:55, time: 1.452, data_time: 0.008, memory: 16628, top1_acc: 0.4571, top5_acc: 0.6996, loss_cls: 2.4613, loss: 2.4613, grad_norm: 2.5961 2021-01-25 21:54:54,857 - mmaction - INFO - Epoch [166][520/2147] lr: 5.614e-02, eta: 3 days, 18:20:20, time: 1.504, data_time: 0.009, memory: 16628, top1_acc: 0.4719, top5_acc: 0.7241, loss_cls: 2.2979, loss: 2.2979, grad_norm: 2.5983 2021-01-25 21:55:23,524 - mmaction - INFO - Epoch [166][540/2147] lr: 5.614e-02, eta: 3 days, 18:19:44, time: 1.439, data_time: 0.014, memory: 16628, top1_acc: 0.4348, top5_acc: 0.6674, loss_cls: 2.5087, loss: 2.5087, grad_norm: 2.6763 2021-01-25 21:55:53,280 - mmaction - INFO - Epoch [166][560/2147] lr: 5.614e-02, eta: 3 days, 18:19:09, time: 1.486, data_time: 0.005, memory: 16628, top1_acc: 0.4357, top5_acc: 0.7031, loss_cls: 2.4300, loss: 2.4300, grad_norm: 2.6834 2021-01-25 21:56:24,461 - mmaction - INFO - Epoch [166][580/2147] lr: 5.614e-02, eta: 3 days, 18:18:34, time: 1.559, data_time: 0.014, memory: 16628, top1_acc: 0.4558, top5_acc: 0.7080, loss_cls: 2.3753, loss: 2.3753, grad_norm: 2.6486 2021-01-25 21:56:59,233 - mmaction - INFO - Epoch [166][600/2147] lr: 5.614e-02, eta: 3 days, 18:18:02, time: 1.740, data_time: 0.005, memory: 16628, top1_acc: 0.4576, top5_acc: 0.6991, loss_cls: 2.3980, loss: 2.3980, grad_norm: 2.6689 2021-01-25 21:57:28,466 - mmaction - INFO - Epoch [166][620/2147] lr: 5.614e-02, eta: 3 days, 18:17:26, time: 1.459, data_time: 0.002, memory: 16628, top1_acc: 0.4496, top5_acc: 0.7063, loss_cls: 2.4027, loss: 2.4027, grad_norm: 2.6722 2021-01-25 21:58:01,714 - mmaction - INFO - Epoch [166][640/2147] lr: 5.614e-02, eta: 3 days, 18:16:52, time: 1.659, data_time: 0.005, memory: 16628, top1_acc: 0.4362, top5_acc: 0.6888, loss_cls: 2.4585, loss: 2.4585, grad_norm: 2.6641 2021-01-25 21:58:30,420 - mmaction - INFO - Epoch [166][660/2147] lr: 5.614e-02, eta: 3 days, 18:16:16, time: 1.440, data_time: 0.009, memory: 16628, top1_acc: 0.4549, top5_acc: 0.6911, loss_cls: 2.4162, loss: 2.4162, grad_norm: 2.6895 2021-01-25 21:59:01,690 - mmaction - INFO - Epoch [166][680/2147] lr: 5.614e-02, eta: 3 days, 18:15:42, time: 1.543, data_time: 0.005, memory: 16628, top1_acc: 0.4545, top5_acc: 0.6911, loss_cls: 2.4135, loss: 2.4135, grad_norm: 2.6424 2021-01-25 21:59:30,038 - mmaction - INFO - Epoch [166][700/2147] lr: 5.614e-02, eta: 3 days, 18:15:06, time: 1.438, data_time: 0.023, memory: 16628, top1_acc: 0.4415, top5_acc: 0.6911, loss_cls: 2.4456, loss: 2.4456, grad_norm: 2.6790 2021-01-25 21:59:58,490 - mmaction - INFO - Epoch [166][720/2147] lr: 5.614e-02, eta: 3 days, 18:14:30, time: 1.423, data_time: 0.002, memory: 16628, top1_acc: 0.4326, top5_acc: 0.7004, loss_cls: 2.5011, loss: 2.5011, grad_norm: 2.6781 2021-01-25 22:00:26,852 - mmaction - INFO - Epoch [166][740/2147] lr: 5.614e-02, eta: 3 days, 18:13:54, time: 1.417, data_time: 0.003, memory: 16628, top1_acc: 0.4295, top5_acc: 0.6692, loss_cls: 2.5344, loss: 2.5344, grad_norm: 2.7680 2021-01-25 22:00:59,276 - mmaction - INFO - Epoch [166][760/2147] lr: 5.614e-02, eta: 3 days, 18:13:20, time: 1.623, data_time: 0.007, memory: 16628, top1_acc: 0.4643, top5_acc: 0.6991, loss_cls: 2.4076, loss: 2.4076, grad_norm: 2.6262 2021-01-25 22:01:29,149 - mmaction - INFO - Epoch [166][780/2147] lr: 5.614e-02, eta: 3 days, 18:12:44, time: 1.490, data_time: 0.005, memory: 16628, top1_acc: 0.4402, top5_acc: 0.6888, loss_cls: 2.5107, loss: 2.5107, grad_norm: 2.6718 2021-01-25 22:02:02,172 - mmaction - INFO - Epoch [166][800/2147] lr: 5.614e-02, eta: 3 days, 18:12:11, time: 1.654, data_time: 0.010, memory: 16628, top1_acc: 0.4433, top5_acc: 0.6875, loss_cls: 2.4439, loss: 2.4439, grad_norm: 2.5269 2021-01-25 22:02:30,609 - mmaction - INFO - Epoch [166][820/2147] lr: 5.614e-02, eta: 3 days, 18:11:35, time: 1.424, data_time: 0.003, memory: 16628, top1_acc: 0.4491, top5_acc: 0.6978, loss_cls: 2.4086, loss: 2.4086, grad_norm: 2.6416 2021-01-25 22:02:59,125 - mmaction - INFO - Epoch [166][840/2147] lr: 5.614e-02, eta: 3 days, 18:10:59, time: 1.426, data_time: 0.006, memory: 16628, top1_acc: 0.4500, top5_acc: 0.6933, loss_cls: 2.4071, loss: 2.4071, grad_norm: 2.6810 2021-01-25 22:03:29,431 - mmaction - INFO - Epoch [166][860/2147] lr: 5.614e-02, eta: 3 days, 18:10:24, time: 1.515, data_time: 0.004, memory: 16628, top1_acc: 0.4625, top5_acc: 0.6982, loss_cls: 2.3920, loss: 2.3920, grad_norm: 2.6232 2021-01-25 22:04:00,554 - mmaction - INFO - Epoch [166][880/2147] lr: 5.614e-02, eta: 3 days, 18:09:49, time: 1.557, data_time: 0.003, memory: 16628, top1_acc: 0.4451, top5_acc: 0.6839, loss_cls: 2.4746, loss: 2.4746, grad_norm: 2.6654 2021-01-25 22:04:29,624 - mmaction - INFO - Epoch [166][900/2147] lr: 5.614e-02, eta: 3 days, 18:09:13, time: 1.448, data_time: 0.002, memory: 16628, top1_acc: 0.4272, top5_acc: 0.6875, loss_cls: 2.5114, loss: 2.5114, grad_norm: 2.7134 2021-01-25 22:05:02,522 - mmaction - INFO - Epoch [166][920/2147] lr: 5.614e-02, eta: 3 days, 18:08:40, time: 1.651, data_time: 0.014, memory: 16628, top1_acc: 0.4388, top5_acc: 0.6924, loss_cls: 2.4518, loss: 2.4518, grad_norm: 2.6126 2021-01-25 22:05:31,979 - mmaction - INFO - Epoch [166][940/2147] lr: 5.614e-02, eta: 3 days, 18:08:04, time: 1.472, data_time: 0.006, memory: 16628, top1_acc: 0.4585, top5_acc: 0.7089, loss_cls: 2.3655, loss: 2.3655, grad_norm: 2.5895 2021-01-25 22:06:03,200 - mmaction - INFO - Epoch [166][960/2147] lr: 5.614e-02, eta: 3 days, 18:07:30, time: 1.561, data_time: 0.005, memory: 16628, top1_acc: 0.4446, top5_acc: 0.6821, loss_cls: 2.4535, loss: 2.4535, grad_norm: 2.6858 2021-01-25 22:06:31,533 - mmaction - INFO - Epoch [166][980/2147] lr: 5.614e-02, eta: 3 days, 18:06:53, time: 1.417, data_time: 0.005, memory: 16628, top1_acc: 0.4362, top5_acc: 0.6902, loss_cls: 2.4318, loss: 2.4318, grad_norm: 2.6042 2021-01-25 22:07:00,820 - mmaction - INFO - Epoch [166][1000/2147] lr: 5.614e-02, eta: 3 days, 18:06:18, time: 1.462, data_time: 0.003, memory: 16628, top1_acc: 0.4487, top5_acc: 0.6911, loss_cls: 2.4183, loss: 2.4183, grad_norm: 2.6084 2021-01-25 22:07:29,278 - mmaction - INFO - Epoch [166][1020/2147] lr: 5.614e-02, eta: 3 days, 18:05:42, time: 1.423, data_time: 0.005, memory: 16628, top1_acc: 0.4348, top5_acc: 0.6848, loss_cls: 2.4989, loss: 2.4989, grad_norm: 2.6780 2021-01-25 22:07:57,598 - mmaction - INFO - Epoch [166][1040/2147] lr: 5.614e-02, eta: 3 days, 18:05:06, time: 1.414, data_time: 0.004, memory: 16628, top1_acc: 0.4424, top5_acc: 0.7013, loss_cls: 2.4643, loss: 2.4643, grad_norm: 2.6067 2021-01-25 22:08:27,692 - mmaction - INFO - Epoch [166][1060/2147] lr: 5.614e-02, eta: 3 days, 18:04:30, time: 1.508, data_time: 0.009, memory: 16628, top1_acc: 0.4545, top5_acc: 0.6951, loss_cls: 2.3698, loss: 2.3698, grad_norm: 2.5299 2021-01-25 22:08:57,619 - mmaction - INFO - Epoch [166][1080/2147] lr: 5.614e-02, eta: 3 days, 18:03:55, time: 1.494, data_time: 0.004, memory: 16628, top1_acc: 0.4513, top5_acc: 0.6906, loss_cls: 2.4152, loss: 2.4152, grad_norm: 2.6291 2021-01-25 22:09:27,891 - mmaction - INFO - Epoch [166][1100/2147] lr: 5.614e-02, eta: 3 days, 18:03:20, time: 1.517, data_time: 0.007, memory: 16628, top1_acc: 0.4451, top5_acc: 0.6875, loss_cls: 2.4412, loss: 2.4412, grad_norm: 2.6978 2021-01-25 22:09:57,963 - mmaction - INFO - Epoch [166][1120/2147] lr: 5.614e-02, eta: 3 days, 18:02:45, time: 1.501, data_time: 0.002, memory: 16628, top1_acc: 0.4371, top5_acc: 0.6937, loss_cls: 2.4760, loss: 2.4760, grad_norm: 2.6485 2021-01-25 22:10:29,460 - mmaction - INFO - Epoch [166][1140/2147] lr: 5.614e-02, eta: 3 days, 18:02:10, time: 1.573, data_time: 0.005, memory: 16628, top1_acc: 0.4420, top5_acc: 0.6826, loss_cls: 2.4763, loss: 2.4763, grad_norm: 2.6140 2021-01-25 22:11:00,101 - mmaction - INFO - Epoch [166][1160/2147] lr: 5.614e-02, eta: 3 days, 18:01:36, time: 1.531, data_time: 0.009, memory: 16628, top1_acc: 0.4464, top5_acc: 0.6924, loss_cls: 2.4348, loss: 2.4348, grad_norm: 2.6061 2021-01-25 22:11:28,753 - mmaction - INFO - Epoch [166][1180/2147] lr: 5.614e-02, eta: 3 days, 18:01:00, time: 1.423, data_time: 0.008, memory: 16628, top1_acc: 0.4290, top5_acc: 0.6871, loss_cls: 2.5008, loss: 2.5008, grad_norm: 2.6017 2021-01-25 22:12:02,894 - mmaction - INFO - Epoch [166][1200/2147] lr: 5.614e-02, eta: 3 days, 18:00:27, time: 1.722, data_time: 0.031, memory: 16628, top1_acc: 0.4531, top5_acc: 0.7027, loss_cls: 2.4011, loss: 2.4011, grad_norm: 2.6142 2021-01-25 22:12:32,194 - mmaction - INFO - Epoch [166][1220/2147] lr: 5.614e-02, eta: 3 days, 17:59:51, time: 1.464, data_time: 0.001, memory: 16628, top1_acc: 0.4321, top5_acc: 0.6897, loss_cls: 2.5062, loss: 2.5062, grad_norm: 2.6711 2021-01-25 22:13:02,858 - mmaction - INFO - Epoch [166][1240/2147] lr: 5.614e-02, eta: 3 days, 17:59:16, time: 1.531, data_time: 0.005, memory: 16628, top1_acc: 0.4304, top5_acc: 0.6710, loss_cls: 2.5312, loss: 2.5312, grad_norm: 2.6632 2021-01-25 22:13:31,831 - mmaction - INFO - Epoch [166][1260/2147] lr: 5.614e-02, eta: 3 days, 17:58:41, time: 1.450, data_time: 0.008, memory: 16628, top1_acc: 0.4616, top5_acc: 0.6955, loss_cls: 2.4428, loss: 2.4428, grad_norm: 2.6178 2021-01-25 22:14:00,632 - mmaction - INFO - Epoch [166][1280/2147] lr: 5.614e-02, eta: 3 days, 17:58:05, time: 1.442, data_time: 0.005, memory: 16628, top1_acc: 0.4469, top5_acc: 0.7094, loss_cls: 2.4074, loss: 2.4074, grad_norm: 2.6730 2021-01-25 22:14:30,204 - mmaction - INFO - Epoch [166][1300/2147] lr: 5.614e-02, eta: 3 days, 17:57:29, time: 1.477, data_time: 0.001, memory: 16628, top1_acc: 0.4482, top5_acc: 0.6982, loss_cls: 2.4264, loss: 2.4264, grad_norm: 2.6889 2021-01-25 22:15:00,532 - mmaction - INFO - Epoch [166][1320/2147] lr: 5.614e-02, eta: 3 days, 17:56:54, time: 1.516, data_time: 0.009, memory: 16628, top1_acc: 0.4473, top5_acc: 0.6987, loss_cls: 2.4488, loss: 2.4488, grad_norm: 2.6892 2021-01-25 22:15:29,039 - mmaction - INFO - Epoch [166][1340/2147] lr: 5.614e-02, eta: 3 days, 17:56:18, time: 1.424, data_time: 0.004, memory: 16628, top1_acc: 0.4652, top5_acc: 0.7036, loss_cls: 2.4091, loss: 2.4091, grad_norm: 2.6271 2021-01-25 22:15:59,821 - mmaction - INFO - Epoch [166][1360/2147] lr: 5.614e-02, eta: 3 days, 17:55:43, time: 1.540, data_time: 0.006, memory: 16628, top1_acc: 0.4482, top5_acc: 0.6987, loss_cls: 2.4475, loss: 2.4475, grad_norm: 2.6222 2021-01-25 22:16:28,251 - mmaction - INFO - Epoch [166][1380/2147] lr: 5.614e-02, eta: 3 days, 17:55:07, time: 1.422, data_time: 0.011, memory: 16628, top1_acc: 0.4585, top5_acc: 0.6942, loss_cls: 2.4426, loss: 2.4426, grad_norm: 2.5310 2021-01-25 22:17:08,579 - mmaction - INFO - Epoch [166][1400/2147] lr: 5.614e-02, eta: 3 days, 17:54:38, time: 2.006, data_time: 0.007, memory: 16628, top1_acc: 0.4451, top5_acc: 0.6987, loss_cls: 2.4226, loss: 2.4226, grad_norm: 2.6466 2021-01-25 22:17:40,543 - mmaction - INFO - Epoch [166][1420/2147] lr: 5.614e-02, eta: 3 days, 17:54:04, time: 1.610, data_time: 0.014, memory: 16628, top1_acc: 0.4397, top5_acc: 0.6812, loss_cls: 2.4760, loss: 2.4760, grad_norm: 2.6915 2021-01-25 22:18:09,233 - mmaction - INFO - Epoch [166][1440/2147] lr: 5.614e-02, eta: 3 days, 17:53:28, time: 1.431, data_time: 0.006, memory: 16628, top1_acc: 0.4433, top5_acc: 0.6929, loss_cls: 2.4763, loss: 2.4763, grad_norm: 2.7291 2021-01-25 22:18:37,811 - mmaction - INFO - Epoch [166][1460/2147] lr: 5.614e-02, eta: 3 days, 17:52:52, time: 1.427, data_time: 0.010, memory: 16628, top1_acc: 0.4469, top5_acc: 0.6866, loss_cls: 2.4505, loss: 2.4505, grad_norm: 2.5660 2021-01-25 22:19:08,540 - mmaction - INFO - Epoch [166][1480/2147] lr: 5.614e-02, eta: 3 days, 17:52:17, time: 1.538, data_time: 0.009, memory: 16628, top1_acc: 0.4371, top5_acc: 0.6817, loss_cls: 2.4763, loss: 2.4763, grad_norm: 2.6389 2021-01-25 22:19:37,383 - mmaction - INFO - Epoch [166][1500/2147] lr: 5.614e-02, eta: 3 days, 17:51:41, time: 1.445, data_time: 0.008, memory: 16628, top1_acc: 0.4379, top5_acc: 0.6906, loss_cls: 2.4536, loss: 2.4536, grad_norm: 2.6440 2021-01-25 22:20:09,105 - mmaction - INFO - Epoch [166][1520/2147] lr: 5.614e-02, eta: 3 days, 17:51:07, time: 1.580, data_time: 0.003, memory: 16628, top1_acc: 0.4473, top5_acc: 0.6884, loss_cls: 2.4877, loss: 2.4877, grad_norm: 2.6433 2021-01-25 22:20:37,695 - mmaction - INFO - Epoch [166][1540/2147] lr: 5.614e-02, eta: 3 days, 17:50:31, time: 1.436, data_time: 0.010, memory: 16628, top1_acc: 0.4362, top5_acc: 0.6937, loss_cls: 2.4600, loss: 2.4600, grad_norm: 2.6441 2021-01-25 22:21:07,191 - mmaction - INFO - Epoch [166][1560/2147] lr: 5.614e-02, eta: 3 days, 17:49:55, time: 1.474, data_time: 0.009, memory: 16628, top1_acc: 0.4527, top5_acc: 0.7089, loss_cls: 2.3895, loss: 2.3895, grad_norm: 2.6019 2021-01-25 22:21:35,828 - mmaction - INFO - Epoch [166][1580/2147] lr: 5.614e-02, eta: 3 days, 17:49:19, time: 1.429, data_time: 0.003, memory: 16628, top1_acc: 0.4509, top5_acc: 0.6911, loss_cls: 2.4406, loss: 2.4406, grad_norm: 2.6531 2021-01-25 22:22:08,718 - mmaction - INFO - Epoch [166][1600/2147] lr: 5.614e-02, eta: 3 days, 17:48:46, time: 1.645, data_time: 0.063, memory: 16628, top1_acc: 0.4406, top5_acc: 0.6951, loss_cls: 2.4598, loss: 2.4598, grad_norm: 2.6919 2021-01-25 22:22:38,417 - mmaction - INFO - Epoch [166][1620/2147] lr: 5.614e-02, eta: 3 days, 17:48:10, time: 1.480, data_time: 0.009, memory: 16628, top1_acc: 0.4451, top5_acc: 0.7062, loss_cls: 2.4055, loss: 2.4055, grad_norm: 2.5884 2021-01-25 22:23:06,920 - mmaction - INFO - Epoch [166][1640/2147] lr: 5.614e-02, eta: 3 days, 17:47:34, time: 1.433, data_time: 0.018, memory: 16628, top1_acc: 0.4679, top5_acc: 0.7080, loss_cls: 2.3834, loss: 2.3834, grad_norm: 2.6091 2021-01-25 22:23:36,233 - mmaction - INFO - Epoch [166][1660/2147] lr: 5.614e-02, eta: 3 days, 17:46:59, time: 1.465, data_time: 0.002, memory: 16628, top1_acc: 0.4621, top5_acc: 0.6964, loss_cls: 2.4233, loss: 2.4233, grad_norm: 2.5693 2021-01-25 22:24:07,770 - mmaction - INFO - Epoch [166][1680/2147] lr: 5.614e-02, eta: 3 days, 17:46:24, time: 1.575, data_time: 0.003, memory: 16628, top1_acc: 0.4388, top5_acc: 0.6723, loss_cls: 2.5320, loss: 2.5320, grad_norm: 2.6467 2021-01-25 22:24:37,572 - mmaction - INFO - Epoch [166][1700/2147] lr: 5.614e-02, eta: 3 days, 17:45:49, time: 1.492, data_time: 0.007, memory: 16628, top1_acc: 0.4388, top5_acc: 0.6906, loss_cls: 2.4580, loss: 2.4580, grad_norm: 2.6067 2021-01-25 22:25:15,642 - mmaction - INFO - Epoch [166][1720/2147] lr: 5.614e-02, eta: 3 days, 17:45:18, time: 1.897, data_time: 0.008, memory: 16628, top1_acc: 0.4429, top5_acc: 0.6924, loss_cls: 2.4652, loss: 2.4652, grad_norm: 2.6111 2021-01-25 22:25:51,929 - mmaction - INFO - Epoch [166][1740/2147] lr: 5.614e-02, eta: 3 days, 17:44:46, time: 1.817, data_time: 0.013, memory: 16628, top1_acc: 0.4402, top5_acc: 0.6750, loss_cls: 2.5180, loss: 2.5180, grad_norm: 2.5781 2021-01-25 22:26:21,255 - mmaction - INFO - Epoch [166][1760/2147] lr: 5.614e-02, eta: 3 days, 17:44:11, time: 1.468, data_time: 0.007, memory: 16628, top1_acc: 0.4464, top5_acc: 0.6933, loss_cls: 2.3991, loss: 2.3991, grad_norm: 2.5669 2021-01-25 22:26:53,265 - mmaction - INFO - Epoch [166][1780/2147] lr: 5.614e-02, eta: 3 days, 17:43:37, time: 1.601, data_time: 0.005, memory: 16628, top1_acc: 0.4473, top5_acc: 0.6812, loss_cls: 2.4877, loss: 2.4877, grad_norm: 2.6598 2021-01-25 22:27:21,854 - mmaction - INFO - Epoch [166][1800/2147] lr: 5.614e-02, eta: 3 days, 17:43:01, time: 1.431, data_time: 0.006, memory: 16628, top1_acc: 0.4268, top5_acc: 0.6737, loss_cls: 2.5212, loss: 2.5212, grad_norm: 2.6696 2021-01-25 22:27:51,470 - mmaction - INFO - Epoch [166][1820/2147] lr: 5.614e-02, eta: 3 days, 17:42:25, time: 1.482, data_time: 0.003, memory: 16628, top1_acc: 0.4366, top5_acc: 0.6987, loss_cls: 2.5032, loss: 2.5032, grad_norm: 2.6714 2021-01-25 22:28:23,635 - mmaction - INFO - Epoch [166][1840/2147] lr: 5.614e-02, eta: 3 days, 17:41:51, time: 1.603, data_time: 0.005, memory: 16628, top1_acc: 0.4259, top5_acc: 0.6942, loss_cls: 2.4922, loss: 2.4922, grad_norm: 2.6682 2021-01-25 22:28:57,369 - mmaction - INFO - Epoch [166][1860/2147] lr: 5.614e-02, eta: 3 days, 17:41:18, time: 1.684, data_time: 0.008, memory: 16628, top1_acc: 0.4402, top5_acc: 0.6911, loss_cls: 2.4635, loss: 2.4635, grad_norm: 2.6080 2021-01-25 22:29:26,613 - mmaction - INFO - Epoch [166][1880/2147] lr: 5.614e-02, eta: 3 days, 17:40:43, time: 1.470, data_time: 0.010, memory: 16628, top1_acc: 0.4308, top5_acc: 0.6897, loss_cls: 2.4954, loss: 2.4954, grad_norm: 2.6490 2021-01-25 22:29:55,026 - mmaction - INFO - Epoch [166][1900/2147] lr: 5.614e-02, eta: 3 days, 17:40:07, time: 1.420, data_time: 0.001, memory: 16628, top1_acc: 0.4589, top5_acc: 0.7054, loss_cls: 2.3636, loss: 2.3636, grad_norm: 2.6142 2021-01-25 22:30:25,489 - mmaction - INFO - Epoch [166][1920/2147] lr: 5.614e-02, eta: 3 days, 17:39:32, time: 1.524, data_time: 0.004, memory: 16628, top1_acc: 0.4509, top5_acc: 0.6942, loss_cls: 2.4194, loss: 2.4194, grad_norm: 2.6013 2021-01-25 22:30:55,102 - mmaction - INFO - Epoch [166][1940/2147] lr: 5.614e-02, eta: 3 days, 17:38:56, time: 1.481, data_time: 0.002, memory: 16628, top1_acc: 0.4397, top5_acc: 0.6942, loss_cls: 2.4507, loss: 2.4507, grad_norm: 2.6474 2021-01-25 22:31:27,006 - mmaction - INFO - Epoch [166][1960/2147] lr: 5.614e-02, eta: 3 days, 17:38:22, time: 1.592, data_time: 0.003, memory: 16628, top1_acc: 0.4272, top5_acc: 0.6875, loss_cls: 2.4972, loss: 2.4972, grad_norm: 2.6153 2021-01-25 22:32:07,920 - mmaction - INFO - Epoch [166][1980/2147] lr: 5.614e-02, eta: 3 days, 17:37:53, time: 2.047, data_time: 0.005, memory: 16628, top1_acc: 0.4504, top5_acc: 0.6937, loss_cls: 2.4535, loss: 2.4535, grad_norm: 2.6197 2021-01-25 22:32:38,345 - mmaction - INFO - Epoch [166][2000/2147] lr: 5.614e-02, eta: 3 days, 17:37:18, time: 1.523, data_time: 0.004, memory: 16628, top1_acc: 0.4446, top5_acc: 0.6884, loss_cls: 2.4406, loss: 2.4406, grad_norm: 2.6190 2021-01-25 22:33:07,811 - mmaction - INFO - Epoch [166][2020/2147] lr: 5.614e-02, eta: 3 days, 17:36:42, time: 1.469, data_time: 0.003, memory: 16628, top1_acc: 0.4433, top5_acc: 0.7022, loss_cls: 2.4389, loss: 2.4389, grad_norm: 2.6079 2021-01-25 22:33:36,958 - mmaction - INFO - Epoch [166][2040/2147] lr: 5.614e-02, eta: 3 days, 17:36:07, time: 1.459, data_time: 0.015, memory: 16628, top1_acc: 0.4152, top5_acc: 0.6830, loss_cls: 2.5023, loss: 2.5023, grad_norm: 2.6168 2021-01-25 22:34:09,768 - mmaction - INFO - Epoch [166][2060/2147] lr: 5.614e-02, eta: 3 days, 17:35:33, time: 1.641, data_time: 0.005, memory: 16628, top1_acc: 0.4455, top5_acc: 0.6741, loss_cls: 2.5242, loss: 2.5242, grad_norm: 2.6513 2021-01-25 22:34:45,830 - mmaction - INFO - Epoch [166][2080/2147] lr: 5.614e-02, eta: 3 days, 17:35:00, time: 1.711, data_time: 0.011, memory: 16628, top1_acc: 0.4460, top5_acc: 0.7000, loss_cls: 2.4827, loss: 2.4827, grad_norm: 2.6126 2021-01-25 22:35:16,244 - mmaction - INFO - Epoch [166][2100/2147] lr: 5.614e-02, eta: 3 days, 17:34:26, time: 1.616, data_time: 0.136, memory: 16628, top1_acc: 0.4304, top5_acc: 0.6754, loss_cls: 2.5330, loss: 2.5330, grad_norm: 2.6200 2021-01-25 22:35:47,264 - mmaction - INFO - Epoch [166][2120/2147] lr: 5.614e-02, eta: 3 days, 17:33:51, time: 1.549, data_time: 0.004, memory: 16628, top1_acc: 0.4469, top5_acc: 0.7045, loss_cls: 2.4081, loss: 2.4081, grad_norm: 2.6399 2021-01-25 22:36:18,022 - mmaction - INFO - Epoch [166][2140/2147] lr: 5.614e-02, eta: 3 days, 17:33:17, time: 1.536, data_time: 0.004, memory: 16628, top1_acc: 0.4464, top5_acc: 0.6817, loss_cls: 2.4912, loss: 2.4912, grad_norm: 2.6772 2021-01-25 22:42:15,594 - mmaction - INFO - Epoch [167][20/2147] lr: 5.504e-02, eta: 3 days, 17:35:04, time: 16.339, data_time: 14.508, memory: 16628, top1_acc: 0.4451, top5_acc: 0.6888, loss_cls: 2.4778, loss: 2.4778, grad_norm: 2.6465 2021-01-25 22:42:45,731 - mmaction - INFO - Epoch [167][40/2147] lr: 5.504e-02, eta: 3 days, 17:34:29, time: 1.508, data_time: 0.008, memory: 16628, top1_acc: 0.4397, top5_acc: 0.6929, loss_cls: 2.4583, loss: 2.4583, grad_norm: 2.6326 2021-01-25 22:43:16,176 - mmaction - INFO - Epoch [167][60/2147] lr: 5.504e-02, eta: 3 days, 17:33:54, time: 1.520, data_time: 0.003, memory: 16628, top1_acc: 0.4616, top5_acc: 0.6920, loss_cls: 2.4190, loss: 2.4190, grad_norm: 2.6440 2021-01-25 22:43:46,256 - mmaction - INFO - Epoch [167][80/2147] lr: 5.504e-02, eta: 3 days, 17:33:19, time: 1.506, data_time: 0.008, memory: 16628, top1_acc: 0.4424, top5_acc: 0.6924, loss_cls: 2.4606, loss: 2.4606, grad_norm: 2.6546 2021-01-25 22:44:17,689 - mmaction - INFO - Epoch [167][100/2147] lr: 5.504e-02, eta: 3 days, 17:32:44, time: 1.564, data_time: 0.002, memory: 16628, top1_acc: 0.4527, top5_acc: 0.6911, loss_cls: 2.4075, loss: 2.4075, grad_norm: 2.5918 2021-01-25 22:44:52,269 - mmaction - INFO - Epoch [167][120/2147] lr: 5.504e-02, eta: 3 days, 17:32:12, time: 1.736, data_time: 0.010, memory: 16628, top1_acc: 0.4554, top5_acc: 0.6964, loss_cls: 2.4202, loss: 2.4202, grad_norm: 2.6121 2021-01-25 22:45:20,612 - mmaction - INFO - Epoch [167][140/2147] lr: 5.504e-02, eta: 3 days, 17:31:36, time: 1.419, data_time: 0.005, memory: 16628, top1_acc: 0.4500, top5_acc: 0.6991, loss_cls: 2.3869, loss: 2.3869, grad_norm: 2.6565 2021-01-25 22:45:51,477 - mmaction - INFO - Epoch [167][160/2147] lr: 5.504e-02, eta: 3 days, 17:31:01, time: 1.542, data_time: 0.003, memory: 16628, top1_acc: 0.4549, top5_acc: 0.6853, loss_cls: 2.4620, loss: 2.4620, grad_norm: 2.5762 2021-01-25 22:46:21,319 - mmaction - INFO - Epoch [167][180/2147] lr: 5.504e-02, eta: 3 days, 17:30:26, time: 1.491, data_time: 0.004, memory: 16628, top1_acc: 0.4629, top5_acc: 0.6951, loss_cls: 2.3661, loss: 2.3661, grad_norm: 2.6315 2021-01-25 22:46:53,931 - mmaction - INFO - Epoch [167][200/2147] lr: 5.504e-02, eta: 3 days, 17:29:52, time: 1.633, data_time: 0.004, memory: 16628, top1_acc: 0.4482, top5_acc: 0.6929, loss_cls: 2.4291, loss: 2.4291, grad_norm: 2.6231 2021-01-25 22:47:23,241 - mmaction - INFO - Epoch [167][220/2147] lr: 5.504e-02, eta: 3 days, 17:29:16, time: 1.466, data_time: 0.003, memory: 16628, top1_acc: 0.4522, top5_acc: 0.7022, loss_cls: 2.4120, loss: 2.4120, grad_norm: 2.6239 2021-01-25 22:47:54,466 - mmaction - INFO - Epoch [167][240/2147] lr: 5.504e-02, eta: 3 days, 17:28:42, time: 1.557, data_time: 0.002, memory: 16628, top1_acc: 0.4518, top5_acc: 0.7080, loss_cls: 2.4374, loss: 2.4374, grad_norm: 2.6269 2021-01-25 22:48:23,154 - mmaction - INFO - Epoch [167][260/2147] lr: 5.504e-02, eta: 3 days, 17:28:06, time: 1.438, data_time: 0.016, memory: 16628, top1_acc: 0.4777, top5_acc: 0.7196, loss_cls: 2.3248, loss: 2.3248, grad_norm: 2.5659 2021-01-25 22:48:52,305 - mmaction - INFO - Epoch [167][280/2147] lr: 5.504e-02, eta: 3 days, 17:27:30, time: 1.456, data_time: 0.002, memory: 16628, top1_acc: 0.4388, top5_acc: 0.6915, loss_cls: 2.4496, loss: 2.4496, grad_norm: 2.6292 2021-01-25 22:49:23,847 - mmaction - INFO - Epoch [167][300/2147] lr: 5.504e-02, eta: 3 days, 17:26:56, time: 1.577, data_time: 0.008, memory: 16628, top1_acc: 0.4442, top5_acc: 0.6987, loss_cls: 2.4059, loss: 2.4059, grad_norm: 2.7088 2021-01-25 22:49:54,316 - mmaction - INFO - Epoch [167][320/2147] lr: 5.504e-02, eta: 3 days, 17:26:21, time: 1.520, data_time: 0.006, memory: 16628, top1_acc: 0.4585, top5_acc: 0.7156, loss_cls: 2.3512, loss: 2.3512, grad_norm: 2.7478 2021-01-25 22:50:38,859 - mmaction - INFO - Epoch [167][340/2147] lr: 5.504e-02, eta: 3 days, 17:25:53, time: 2.224, data_time: 0.008, memory: 16628, top1_acc: 0.4527, top5_acc: 0.6929, loss_cls: 2.4004, loss: 2.4004, grad_norm: 2.7142 2021-01-25 22:51:08,101 - mmaction - INFO - Epoch [167][360/2147] lr: 5.504e-02, eta: 3 days, 17:25:18, time: 1.471, data_time: 0.012, memory: 16628, top1_acc: 0.4527, top5_acc: 0.6915, loss_cls: 2.4243, loss: 2.4243, grad_norm: 2.6693 2021-01-25 22:51:44,887 - mmaction - INFO - Epoch [167][380/2147] lr: 5.504e-02, eta: 3 days, 17:24:46, time: 1.810, data_time: 0.003, memory: 16628, top1_acc: 0.4487, top5_acc: 0.6987, loss_cls: 2.4319, loss: 2.4319, grad_norm: 2.6624 2021-01-25 22:52:13,927 - mmaction - INFO - Epoch [167][400/2147] lr: 5.504e-02, eta: 3 days, 17:24:11, time: 1.481, data_time: 0.045, memory: 16628, top1_acc: 0.4433, top5_acc: 0.6969, loss_cls: 2.4435, loss: 2.4435, grad_norm: 2.7134 2021-01-25 22:52:43,785 - mmaction - INFO - Epoch [167][420/2147] lr: 5.504e-02, eta: 3 days, 17:23:35, time: 1.492, data_time: 0.001, memory: 16628, top1_acc: 0.4554, top5_acc: 0.7018, loss_cls: 2.3836, loss: 2.3836, grad_norm: 2.6728 2021-01-25 22:53:20,316 - mmaction - INFO - Epoch [167][440/2147] lr: 5.504e-02, eta: 3 days, 17:23:04, time: 1.824, data_time: 0.003, memory: 16628, top1_acc: 0.4317, top5_acc: 0.6978, loss_cls: 2.4606, loss: 2.4606, grad_norm: 2.7934 2021-01-25 22:53:48,787 - mmaction - INFO - Epoch [167][460/2147] lr: 5.504e-02, eta: 3 days, 17:22:28, time: 1.426, data_time: 0.007, memory: 16628, top1_acc: 0.4317, top5_acc: 0.6781, loss_cls: 2.5110, loss: 2.5110, grad_norm: 2.6115 2021-01-25 22:54:18,359 - mmaction - INFO - Epoch [167][480/2147] lr: 5.504e-02, eta: 3 days, 17:21:52, time: 1.478, data_time: 0.003, memory: 16628, top1_acc: 0.4647, top5_acc: 0.7076, loss_cls: 2.3724, loss: 2.3724, grad_norm: 2.5859 2021-01-25 22:54:52,057 - mmaction - INFO - Epoch [167][500/2147] lr: 5.504e-02, eta: 3 days, 17:21:19, time: 1.683, data_time: 0.010, memory: 16628, top1_acc: 0.4571, top5_acc: 0.7080, loss_cls: 2.3930, loss: 2.3930, grad_norm: 2.6850 2021-01-25 22:55:21,187 - mmaction - INFO - Epoch [167][520/2147] lr: 5.504e-02, eta: 3 days, 17:20:43, time: 1.459, data_time: 0.012, memory: 16628, top1_acc: 0.4353, top5_acc: 0.6893, loss_cls: 2.4505, loss: 2.4505, grad_norm: 2.6527 2021-01-25 22:55:51,020 - mmaction - INFO - Epoch [167][540/2147] lr: 5.504e-02, eta: 3 days, 17:20:08, time: 1.492, data_time: 0.006, memory: 16628, top1_acc: 0.4375, top5_acc: 0.6754, loss_cls: 2.5298, loss: 2.5298, grad_norm: 2.6614 2021-01-25 22:56:21,122 - mmaction - INFO - Epoch [167][560/2147] lr: 5.504e-02, eta: 3 days, 17:19:33, time: 1.500, data_time: 0.004, memory: 16628, top1_acc: 0.4536, top5_acc: 0.6924, loss_cls: 2.4343, loss: 2.4343, grad_norm: 2.6600 2021-01-25 22:56:51,432 - mmaction - INFO - Epoch [167][580/2147] lr: 5.504e-02, eta: 3 days, 17:18:58, time: 1.521, data_time: 0.007, memory: 16628, top1_acc: 0.4513, top5_acc: 0.6848, loss_cls: 2.4521, loss: 2.4521, grad_norm: 2.6533 2021-01-25 22:57:25,371 - mmaction - INFO - Epoch [167][600/2147] lr: 5.504e-02, eta: 3 days, 17:18:25, time: 1.697, data_time: 0.003, memory: 16628, top1_acc: 0.4487, top5_acc: 0.6946, loss_cls: 2.4134, loss: 2.4134, grad_norm: 2.6245 2021-01-25 22:57:55,999 - mmaction - INFO - Epoch [167][620/2147] lr: 5.504e-02, eta: 3 days, 17:17:50, time: 1.532, data_time: 0.007, memory: 16628, top1_acc: 0.4536, top5_acc: 0.6875, loss_cls: 2.4262, loss: 2.4262, grad_norm: 2.6531 2021-01-25 22:58:24,894 - mmaction - INFO - Epoch [167][640/2147] lr: 5.504e-02, eta: 3 days, 17:17:14, time: 1.445, data_time: 0.003, memory: 16628, top1_acc: 0.4201, top5_acc: 0.6732, loss_cls: 2.5565, loss: 2.5565, grad_norm: 2.7276 2021-01-25 22:58:57,944 - mmaction - INFO - Epoch [167][660/2147] lr: 5.504e-02, eta: 3 days, 17:16:40, time: 1.649, data_time: 0.003, memory: 16628, top1_acc: 0.4500, top5_acc: 0.6960, loss_cls: 2.4131, loss: 2.4131, grad_norm: 2.5726 2021-01-25 22:59:29,091 - mmaction - INFO - Epoch [167][680/2147] lr: 5.504e-02, eta: 3 days, 17:16:06, time: 1.558, data_time: 0.012, memory: 16628, top1_acc: 0.4509, top5_acc: 0.6929, loss_cls: 2.4562, loss: 2.4562, grad_norm: 2.6517 2021-01-25 22:59:57,702 - mmaction - INFO - Epoch [167][700/2147] lr: 5.504e-02, eta: 3 days, 17:15:30, time: 1.434, data_time: 0.008, memory: 16628, top1_acc: 0.4527, top5_acc: 0.7040, loss_cls: 2.4104, loss: 2.4104, grad_norm: 2.6556 2021-01-25 23:00:29,483 - mmaction - INFO - Epoch [167][720/2147] lr: 5.504e-02, eta: 3 days, 17:14:56, time: 1.588, data_time: 0.003, memory: 16628, top1_acc: 0.4518, top5_acc: 0.6955, loss_cls: 2.4289, loss: 2.4289, grad_norm: 2.6910 2021-01-25 23:01:00,857 - mmaction - INFO - Epoch [167][740/2147] lr: 5.504e-02, eta: 3 days, 17:14:21, time: 1.564, data_time: 0.003, memory: 16628, top1_acc: 0.4504, top5_acc: 0.6920, loss_cls: 2.4395, loss: 2.4395, grad_norm: 2.7061 2021-01-25 23:01:29,325 - mmaction - INFO - Epoch [167][760/2147] lr: 5.504e-02, eta: 3 days, 17:13:45, time: 1.428, data_time: 0.010, memory: 16628, top1_acc: 0.4464, top5_acc: 0.6862, loss_cls: 2.4706, loss: 2.4706, grad_norm: 2.6626 2021-01-25 23:01:58,755 - mmaction - INFO - Epoch [167][780/2147] lr: 5.504e-02, eta: 3 days, 17:13:10, time: 1.472, data_time: 0.003, memory: 16628, top1_acc: 0.4397, top5_acc: 0.6888, loss_cls: 2.4776, loss: 2.4776, grad_norm: 2.6856 2021-01-25 23:02:30,824 - mmaction - INFO - Epoch [167][800/2147] lr: 5.504e-02, eta: 3 days, 17:12:36, time: 1.602, data_time: 0.002, memory: 16628, top1_acc: 0.4768, top5_acc: 0.7116, loss_cls: 2.3509, loss: 2.3509, grad_norm: 2.5956 2021-01-25 23:03:08,300 - mmaction - INFO - Epoch [167][820/2147] lr: 5.504e-02, eta: 3 days, 17:12:04, time: 1.875, data_time: 0.006, memory: 16628, top1_acc: 0.4420, top5_acc: 0.6893, loss_cls: 2.4816, loss: 2.4816, grad_norm: 2.7077 2021-01-25 23:03:38,651 - mmaction - INFO - Epoch [167][840/2147] lr: 5.504e-02, eta: 3 days, 17:11:29, time: 1.517, data_time: 0.003, memory: 16628, top1_acc: 0.4424, top5_acc: 0.6799, loss_cls: 2.4786, loss: 2.4786, grad_norm: 2.6693 2021-01-25 23:04:08,851 - mmaction - INFO - Epoch [167][860/2147] lr: 5.504e-02, eta: 3 days, 17:10:54, time: 1.500, data_time: 0.003, memory: 16628, top1_acc: 0.4451, top5_acc: 0.6942, loss_cls: 2.4343, loss: 2.4343, grad_norm: 2.6443 2021-01-25 23:04:37,192 - mmaction - INFO - Epoch [167][880/2147] lr: 5.504e-02, eta: 3 days, 17:10:18, time: 1.428, data_time: 0.016, memory: 16628, top1_acc: 0.4562, top5_acc: 0.7031, loss_cls: 2.3669, loss: 2.3669, grad_norm: 2.6793 2021-01-25 23:05:08,629 - mmaction - INFO - Epoch [167][900/2147] lr: 5.504e-02, eta: 3 days, 17:09:44, time: 1.569, data_time: 0.003, memory: 16628, top1_acc: 0.4482, top5_acc: 0.6879, loss_cls: 2.4693, loss: 2.4693, grad_norm: 2.6995 2021-01-25 23:05:40,723 - mmaction - INFO - Epoch [167][920/2147] lr: 5.504e-02, eta: 3 days, 17:09:10, time: 1.605, data_time: 0.005, memory: 16628, top1_acc: 0.4536, top5_acc: 0.6942, loss_cls: 2.3741, loss: 2.3741, grad_norm: 2.6093 2021-01-25 23:06:09,611 - mmaction - INFO - Epoch [167][940/2147] lr: 5.504e-02, eta: 3 days, 17:08:34, time: 1.442, data_time: 0.009, memory: 16628, top1_acc: 0.4562, top5_acc: 0.6960, loss_cls: 2.4009, loss: 2.4009, grad_norm: 2.6631 2021-01-25 23:06:38,413 - mmaction - INFO - Epoch [167][960/2147] lr: 5.504e-02, eta: 3 days, 17:07:58, time: 1.445, data_time: 0.012, memory: 16628, top1_acc: 0.4357, top5_acc: 0.6772, loss_cls: 2.5198, loss: 2.5198, grad_norm: 2.7064 2021-01-25 23:07:10,780 - mmaction - INFO - Epoch [167][980/2147] lr: 5.504e-02, eta: 3 days, 17:07:24, time: 1.618, data_time: 0.002, memory: 16628, top1_acc: 0.4598, top5_acc: 0.6960, loss_cls: 2.4102, loss: 2.4102, grad_norm: 2.5702 2021-01-25 23:07:39,235 - mmaction - INFO - Epoch [167][1000/2147] lr: 5.504e-02, eta: 3 days, 17:06:48, time: 1.424, data_time: 0.005, memory: 16628, top1_acc: 0.4442, top5_acc: 0.6857, loss_cls: 2.4715, loss: 2.4715, grad_norm: 2.6544 2021-01-25 23:08:13,064 - mmaction - INFO - Epoch [167][1020/2147] lr: 5.504e-02, eta: 3 days, 17:06:15, time: 1.691, data_time: 0.006, memory: 16628, top1_acc: 0.4478, top5_acc: 0.6857, loss_cls: 2.4799, loss: 2.4799, grad_norm: 2.6489 2021-01-25 23:08:42,054 - mmaction - INFO - Epoch [167][1040/2147] lr: 5.504e-02, eta: 3 days, 17:05:39, time: 1.450, data_time: 0.001, memory: 16628, top1_acc: 0.4411, top5_acc: 0.7107, loss_cls: 2.4006, loss: 2.4006, grad_norm: 2.6217 2021-01-25 23:09:10,361 - mmaction - INFO - Epoch [167][1060/2147] lr: 5.504e-02, eta: 3 days, 17:05:03, time: 1.416, data_time: 0.002, memory: 16628, top1_acc: 0.4719, top5_acc: 0.7058, loss_cls: 2.3699, loss: 2.3699, grad_norm: 2.6855 2021-01-25 23:09:41,735 - mmaction - INFO - Epoch [167][1080/2147] lr: 5.504e-02, eta: 3 days, 17:04:29, time: 1.563, data_time: 0.007, memory: 16628, top1_acc: 0.4549, top5_acc: 0.7049, loss_cls: 2.4183, loss: 2.4183, grad_norm: 2.6847 2021-01-25 23:10:12,684 - mmaction - INFO - Epoch [167][1100/2147] lr: 5.504e-02, eta: 3 days, 17:03:54, time: 1.552, data_time: 0.011, memory: 16628, top1_acc: 0.4446, top5_acc: 0.6866, loss_cls: 2.4776, loss: 2.4776, grad_norm: 2.7163 2021-01-25 23:10:43,766 - mmaction - INFO - Epoch [167][1120/2147] lr: 5.504e-02, eta: 3 days, 17:03:19, time: 1.554, data_time: 0.021, memory: 16628, top1_acc: 0.4513, top5_acc: 0.6942, loss_cls: 2.4157, loss: 2.4157, grad_norm: 2.6314 2021-01-25 23:11:14,119 - mmaction - INFO - Epoch [167][1140/2147] lr: 5.504e-02, eta: 3 days, 17:02:44, time: 1.516, data_time: 0.001, memory: 16628, top1_acc: 0.4371, top5_acc: 0.6790, loss_cls: 2.4975, loss: 2.4975, grad_norm: 2.6622 2021-01-25 23:11:54,438 - mmaction - INFO - Epoch [167][1160/2147] lr: 5.504e-02, eta: 3 days, 17:02:15, time: 2.012, data_time: 0.008, memory: 16628, top1_acc: 0.4491, top5_acc: 0.6969, loss_cls: 2.4122, loss: 2.4122, grad_norm: 2.6322 2021-01-25 23:12:25,928 - mmaction - INFO - Epoch [167][1180/2147] lr: 5.504e-02, eta: 3 days, 17:01:40, time: 1.579, data_time: 0.010, memory: 16628, top1_acc: 0.4589, top5_acc: 0.6920, loss_cls: 2.4006, loss: 2.4006, grad_norm: 2.6445 2021-01-25 23:12:54,912 - mmaction - INFO - Epoch [167][1200/2147] lr: 5.504e-02, eta: 3 days, 17:01:05, time: 1.445, data_time: 0.005, memory: 16628, top1_acc: 0.4339, top5_acc: 0.6813, loss_cls: 2.5180, loss: 2.5180, grad_norm: 2.6548 2021-01-25 23:13:25,369 - mmaction - INFO - Epoch [167][1220/2147] lr: 5.504e-02, eta: 3 days, 17:00:30, time: 1.527, data_time: 0.011, memory: 16628, top1_acc: 0.4701, top5_acc: 0.7103, loss_cls: 2.3429, loss: 2.3429, grad_norm: 2.5416 2021-01-25 23:13:53,762 - mmaction - INFO - Epoch [167][1240/2147] lr: 5.504e-02, eta: 3 days, 16:59:54, time: 1.417, data_time: 0.004, memory: 16628, top1_acc: 0.4353, top5_acc: 0.6888, loss_cls: 2.4492, loss: 2.4492, grad_norm: 2.6577 2021-01-25 23:14:23,369 - mmaction - INFO - Epoch [167][1260/2147] lr: 5.504e-02, eta: 3 days, 16:59:18, time: 1.482, data_time: 0.008, memory: 16628, top1_acc: 0.4308, top5_acc: 0.6705, loss_cls: 2.5660, loss: 2.5660, grad_norm: 2.7128 2021-01-25 23:14:53,063 - mmaction - INFO - Epoch [167][1280/2147] lr: 5.504e-02, eta: 3 days, 16:58:43, time: 1.486, data_time: 0.003, memory: 16628, top1_acc: 0.4603, top5_acc: 0.6960, loss_cls: 2.4155, loss: 2.4155, grad_norm: 2.6135 2021-01-25 23:15:23,852 - mmaction - INFO - Epoch [167][1300/2147] lr: 5.504e-02, eta: 3 days, 16:58:08, time: 1.535, data_time: 0.004, memory: 16628, top1_acc: 0.4437, top5_acc: 0.6933, loss_cls: 2.4436, loss: 2.4436, grad_norm: 2.6141 2021-01-25 23:15:52,611 - mmaction - INFO - Epoch [167][1320/2147] lr: 5.504e-02, eta: 3 days, 16:57:32, time: 1.442, data_time: 0.007, memory: 16628, top1_acc: 0.4634, top5_acc: 0.6920, loss_cls: 2.4315, loss: 2.4315, grad_norm: 2.6417 2021-01-25 23:16:23,828 - mmaction - INFO - Epoch [167][1340/2147] lr: 5.504e-02, eta: 3 days, 16:56:58, time: 1.558, data_time: 0.004, memory: 16628, top1_acc: 0.4384, top5_acc: 0.6942, loss_cls: 2.4750, loss: 2.4750, grad_norm: 2.6714 2021-01-25 23:17:10,868 - mmaction - INFO - Epoch [167][1360/2147] lr: 5.504e-02, eta: 3 days, 16:56:32, time: 2.347, data_time: 0.008, memory: 16628, top1_acc: 0.4442, top5_acc: 0.7013, loss_cls: 2.4153, loss: 2.4153, grad_norm: 2.5940 2021-01-25 23:17:41,750 - mmaction - INFO - Epoch [167][1380/2147] lr: 5.504e-02, eta: 3 days, 16:55:57, time: 1.553, data_time: 0.015, memory: 16628, top1_acc: 0.4580, top5_acc: 0.6906, loss_cls: 2.4312, loss: 2.4312, grad_norm: 2.6203 2021-01-25 23:18:11,922 - mmaction - INFO - Epoch [167][1400/2147] lr: 5.504e-02, eta: 3 days, 16:55:22, time: 1.502, data_time: 0.001, memory: 16628, top1_acc: 0.4661, top5_acc: 0.6982, loss_cls: 2.3714, loss: 2.3714, grad_norm: 2.6320 2021-01-25 23:18:41,801 - mmaction - INFO - Epoch [167][1420/2147] lr: 5.504e-02, eta: 3 days, 16:54:47, time: 1.499, data_time: 0.010, memory: 16628, top1_acc: 0.4464, top5_acc: 0.6996, loss_cls: 2.4404, loss: 2.4404, grad_norm: 2.6406 2021-01-25 23:19:10,986 - mmaction - INFO - Epoch [167][1440/2147] lr: 5.504e-02, eta: 3 days, 16:54:11, time: 1.455, data_time: 0.005, memory: 16628, top1_acc: 0.4634, top5_acc: 0.6969, loss_cls: 2.3692, loss: 2.3692, grad_norm: 2.6105 2021-01-25 23:19:39,850 - mmaction - INFO - Epoch [167][1460/2147] lr: 5.504e-02, eta: 3 days, 16:53:35, time: 1.446, data_time: 0.008, memory: 16628, top1_acc: 0.4580, top5_acc: 0.7085, loss_cls: 2.4053, loss: 2.4053, grad_norm: 2.6699 2021-01-25 23:20:08,134 - mmaction - INFO - Epoch [167][1480/2147] lr: 5.504e-02, eta: 3 days, 16:52:59, time: 1.416, data_time: 0.005, memory: 16628, top1_acc: 0.4451, top5_acc: 0.6830, loss_cls: 2.4621, loss: 2.4621, grad_norm: 2.6563 2021-01-25 23:20:37,578 - mmaction - INFO - Epoch [167][1500/2147] lr: 5.504e-02, eta: 3 days, 16:52:24, time: 1.472, data_time: 0.005, memory: 16628, top1_acc: 0.4357, top5_acc: 0.6839, loss_cls: 2.4862, loss: 2.4862, grad_norm: 2.6351 2021-01-25 23:21:05,952 - mmaction - INFO - Epoch [167][1520/2147] lr: 5.504e-02, eta: 3 days, 16:51:48, time: 1.419, data_time: 0.002, memory: 16628, top1_acc: 0.4446, top5_acc: 0.7085, loss_cls: 2.3858, loss: 2.3858, grad_norm: 2.5912 2021-01-25 23:21:43,388 - mmaction - INFO - Epoch [167][1540/2147] lr: 5.504e-02, eta: 3 days, 16:51:15, time: 1.789, data_time: 0.003, memory: 16628, top1_acc: 0.4304, top5_acc: 0.6817, loss_cls: 2.5236, loss: 2.5236, grad_norm: 2.6749 2021-01-25 23:22:11,957 - mmaction - INFO - Epoch [167][1560/2147] lr: 5.504e-02, eta: 3 days, 16:50:40, time: 1.508, data_time: 0.086, memory: 16628, top1_acc: 0.4545, top5_acc: 0.7004, loss_cls: 2.3836, loss: 2.3836, grad_norm: 2.6325 2021-01-25 23:22:40,256 - mmaction - INFO - Epoch [167][1580/2147] lr: 5.504e-02, eta: 3 days, 16:50:04, time: 1.419, data_time: 0.007, memory: 16628, top1_acc: 0.4469, top5_acc: 0.6906, loss_cls: 2.4495, loss: 2.4495, grad_norm: 2.6488 2021-01-25 23:23:08,637 - mmaction - INFO - Epoch [167][1600/2147] lr: 5.504e-02, eta: 3 days, 16:49:28, time: 1.418, data_time: 0.001, memory: 16628, top1_acc: 0.4446, top5_acc: 0.6853, loss_cls: 2.5008, loss: 2.5008, grad_norm: 2.7264 2021-01-25 23:23:37,007 - mmaction - INFO - Epoch [167][1620/2147] lr: 5.504e-02, eta: 3 days, 16:48:52, time: 1.420, data_time: 0.006, memory: 16628, top1_acc: 0.4571, top5_acc: 0.7040, loss_cls: 2.3961, loss: 2.3961, grad_norm: 2.5869 2021-01-25 23:24:07,592 - mmaction - INFO - Epoch [167][1640/2147] lr: 5.504e-02, eta: 3 days, 16:48:17, time: 1.529, data_time: 0.003, memory: 16628, top1_acc: 0.4420, top5_acc: 0.6835, loss_cls: 2.4674, loss: 2.4674, grad_norm: 2.6480 2021-01-25 23:24:38,335 - mmaction - INFO - Epoch [167][1660/2147] lr: 5.504e-02, eta: 3 days, 16:47:43, time: 1.531, data_time: 0.004, memory: 16628, top1_acc: 0.4478, top5_acc: 0.6844, loss_cls: 2.4751, loss: 2.4751, grad_norm: 2.6690 2021-01-25 23:25:06,633 - mmaction - INFO - Epoch [167][1680/2147] lr: 5.504e-02, eta: 3 days, 16:47:06, time: 1.420, data_time: 0.011, memory: 16628, top1_acc: 0.4420, top5_acc: 0.6875, loss_cls: 2.4641, loss: 2.4641, grad_norm: 2.6403 2021-01-25 23:25:38,582 - mmaction - INFO - Epoch [167][1700/2147] lr: 5.504e-02, eta: 3 days, 16:46:32, time: 1.592, data_time: 0.003, memory: 16628, top1_acc: 0.4478, top5_acc: 0.6955, loss_cls: 2.4427, loss: 2.4427, grad_norm: 2.6284 2021-01-25 23:26:07,626 - mmaction - INFO - Epoch [167][1720/2147] lr: 5.504e-02, eta: 3 days, 16:45:57, time: 1.459, data_time: 0.012, memory: 16628, top1_acc: 0.4554, top5_acc: 0.6897, loss_cls: 2.4140, loss: 2.4140, grad_norm: 2.6164 2021-01-25 23:26:39,833 - mmaction - INFO - Epoch [167][1740/2147] lr: 5.504e-02, eta: 3 days, 16:45:23, time: 1.611, data_time: 0.008, memory: 16628, top1_acc: 0.4545, top5_acc: 0.6946, loss_cls: 2.4059, loss: 2.4059, grad_norm: 2.6580 2021-01-25 23:27:13,028 - mmaction - INFO - Epoch [167][1760/2147] lr: 5.504e-02, eta: 3 days, 16:44:49, time: 1.659, data_time: 0.003, memory: 16628, top1_acc: 0.4375, top5_acc: 0.6813, loss_cls: 2.5129, loss: 2.5129, grad_norm: 2.6446 2021-01-25 23:27:46,896 - mmaction - INFO - Epoch [167][1780/2147] lr: 5.504e-02, eta: 3 days, 16:44:16, time: 1.694, data_time: 0.003, memory: 16628, top1_acc: 0.4299, top5_acc: 0.6750, loss_cls: 2.5300, loss: 2.5300, grad_norm: 2.6915 2021-01-25 23:28:21,616 - mmaction - INFO - Epoch [167][1800/2147] lr: 5.504e-02, eta: 3 days, 16:43:43, time: 1.736, data_time: 0.002, memory: 16628, top1_acc: 0.4268, top5_acc: 0.6893, loss_cls: 2.5133, loss: 2.5133, grad_norm: 2.6829 2021-01-25 23:28:50,124 - mmaction - INFO - Epoch [167][1820/2147] lr: 5.504e-02, eta: 3 days, 16:43:07, time: 1.425, data_time: 0.003, memory: 16628, top1_acc: 0.4473, top5_acc: 0.7085, loss_cls: 2.3955, loss: 2.3955, grad_norm: 2.6146 2021-01-25 23:29:18,539 - mmaction - INFO - Epoch [167][1840/2147] lr: 5.504e-02, eta: 3 days, 16:42:31, time: 1.421, data_time: 0.002, memory: 16628, top1_acc: 0.4580, top5_acc: 0.6960, loss_cls: 2.4267, loss: 2.4267, grad_norm: 2.6640 2021-01-25 23:29:47,086 - mmaction - INFO - Epoch [167][1860/2147] lr: 5.504e-02, eta: 3 days, 16:41:56, time: 1.428, data_time: 0.003, memory: 16628, top1_acc: 0.4688, top5_acc: 0.7031, loss_cls: 2.4209, loss: 2.4209, grad_norm: 2.6623 2021-01-25 23:30:16,387 - mmaction - INFO - Epoch [167][1880/2147] lr: 5.504e-02, eta: 3 days, 16:41:20, time: 1.466, data_time: 0.041, memory: 16628, top1_acc: 0.4638, top5_acc: 0.7049, loss_cls: 2.4006, loss: 2.4006, grad_norm: 2.7000 2021-01-25 23:30:45,222 - mmaction - INFO - Epoch [167][1900/2147] lr: 5.504e-02, eta: 3 days, 16:40:44, time: 1.441, data_time: 0.003, memory: 16628, top1_acc: 0.4424, top5_acc: 0.6924, loss_cls: 2.4960, loss: 2.4960, grad_norm: 2.6586 2021-01-25 23:31:13,610 - mmaction - INFO - Epoch [167][1920/2147] lr: 5.504e-02, eta: 3 days, 16:40:08, time: 1.418, data_time: 0.004, memory: 16628, top1_acc: 0.4554, top5_acc: 0.6902, loss_cls: 2.4274, loss: 2.4274, grad_norm: 2.6374 2021-01-25 23:31:49,966 - mmaction - INFO - Epoch [167][1940/2147] lr: 5.504e-02, eta: 3 days, 16:39:36, time: 1.813, data_time: 0.004, memory: 16628, top1_acc: 0.4326, top5_acc: 0.6777, loss_cls: 2.5253, loss: 2.5253, grad_norm: 2.6980 2021-01-25 23:32:18,653 - mmaction - INFO - Epoch [167][1960/2147] lr: 5.504e-02, eta: 3 days, 16:39:01, time: 1.440, data_time: 0.018, memory: 16628, top1_acc: 0.4562, top5_acc: 0.7022, loss_cls: 2.3995, loss: 2.3995, grad_norm: 2.6532 2021-01-25 23:32:49,304 - mmaction - INFO - Epoch [167][1980/2147] lr: 5.504e-02, eta: 3 days, 16:38:26, time: 1.533, data_time: 0.004, memory: 16628, top1_acc: 0.4205, top5_acc: 0.6866, loss_cls: 2.5029, loss: 2.5029, grad_norm: 2.7112 2021-01-25 23:33:17,635 - mmaction - INFO - Epoch [167][2000/2147] lr: 5.504e-02, eta: 3 days, 16:37:50, time: 1.415, data_time: 0.002, memory: 16628, top1_acc: 0.4625, top5_acc: 0.7103, loss_cls: 2.3622, loss: 2.3622, grad_norm: 2.6285 2021-01-25 23:33:46,465 - mmaction - INFO - Epoch [167][2020/2147] lr: 5.504e-02, eta: 3 days, 16:37:14, time: 1.437, data_time: 0.006, memory: 16628, top1_acc: 0.4393, top5_acc: 0.6821, loss_cls: 2.4679, loss: 2.4679, grad_norm: 2.6975 2021-01-25 23:34:16,681 - mmaction - INFO - Epoch [167][2040/2147] lr: 5.504e-02, eta: 3 days, 16:36:39, time: 1.514, data_time: 0.011, memory: 16628, top1_acc: 0.4540, top5_acc: 0.7009, loss_cls: 2.4315, loss: 2.4315, grad_norm: 2.6805 2021-01-25 23:34:45,175 - mmaction - INFO - Epoch [167][2060/2147] lr: 5.504e-02, eta: 3 days, 16:36:03, time: 1.424, data_time: 0.005, memory: 16628, top1_acc: 0.4540, top5_acc: 0.7040, loss_cls: 2.4335, loss: 2.4335, grad_norm: 2.6587 2021-01-25 23:35:19,406 - mmaction - INFO - Epoch [167][2080/2147] lr: 5.504e-02, eta: 3 days, 16:35:30, time: 1.712, data_time: 0.176, memory: 16628, top1_acc: 0.4509, top5_acc: 0.7022, loss_cls: 2.4264, loss: 2.4264, grad_norm: 2.6665 2021-01-25 23:35:48,192 - mmaction - INFO - Epoch [167][2100/2147] lr: 5.504e-02, eta: 3 days, 16:34:54, time: 1.440, data_time: 0.009, memory: 16628, top1_acc: 0.4540, top5_acc: 0.6915, loss_cls: 2.4421, loss: 2.4421, grad_norm: 2.6794 2021-01-25 23:36:18,665 - mmaction - INFO - Epoch [167][2120/2147] lr: 5.504e-02, eta: 3 days, 16:34:19, time: 1.522, data_time: 0.006, memory: 16628, top1_acc: 0.4446, top5_acc: 0.6978, loss_cls: 2.3662, loss: 2.3662, grad_norm: 2.6150 2021-01-25 23:36:53,520 - mmaction - INFO - Epoch [167][2140/2147] lr: 5.504e-02, eta: 3 days, 16:33:47, time: 1.746, data_time: 0.015, memory: 16628, top1_acc: 0.4384, top5_acc: 0.6871, loss_cls: 2.5221, loss: 2.5221, grad_norm: 2.7643 2021-01-25 23:43:12,387 - mmaction - INFO - Epoch [168][20/2147] lr: 5.395e-02, eta: 3 days, 16:35:44, time: 17.514, data_time: 15.675, memory: 16628, top1_acc: 0.4469, top5_acc: 0.6938, loss_cls: 2.3965, loss: 2.3965, grad_norm: 2.6265 2021-01-25 23:43:43,554 - mmaction - INFO - Epoch [168][40/2147] lr: 5.395e-02, eta: 3 days, 16:35:10, time: 1.559, data_time: 0.015, memory: 16628, top1_acc: 0.4335, top5_acc: 0.7013, loss_cls: 2.4633, loss: 2.4633, grad_norm: 2.6897 2021-01-25 23:44:16,267 - mmaction - INFO - Epoch [168][60/2147] lr: 5.395e-02, eta: 3 days, 16:34:36, time: 1.636, data_time: 0.014, memory: 16628, top1_acc: 0.4598, top5_acc: 0.7112, loss_cls: 2.3709, loss: 2.3709, grad_norm: 2.6707 2021-01-25 23:44:45,028 - mmaction - INFO - Epoch [168][80/2147] lr: 5.395e-02, eta: 3 days, 16:34:00, time: 1.441, data_time: 0.011, memory: 16628, top1_acc: 0.4487, top5_acc: 0.6973, loss_cls: 2.4786, loss: 2.4786, grad_norm: 2.6895 2021-01-25 23:45:13,714 - mmaction - INFO - Epoch [168][100/2147] lr: 5.395e-02, eta: 3 days, 16:33:24, time: 1.437, data_time: 0.006, memory: 16628, top1_acc: 0.4580, top5_acc: 0.7036, loss_cls: 2.3798, loss: 2.3798, grad_norm: 2.6699 2021-01-25 23:45:42,832 - mmaction - INFO - Epoch [168][120/2147] lr: 5.395e-02, eta: 3 days, 16:32:49, time: 1.454, data_time: 0.003, memory: 16628, top1_acc: 0.4464, top5_acc: 0.6879, loss_cls: 2.4127, loss: 2.4127, grad_norm: 2.7414 2021-01-25 23:46:11,338 - mmaction - INFO - Epoch [168][140/2147] lr: 5.395e-02, eta: 3 days, 16:32:13, time: 1.424, data_time: 0.005, memory: 16628, top1_acc: 0.4518, top5_acc: 0.6955, loss_cls: 2.4176, loss: 2.4176, grad_norm: 2.6986 2021-01-25 23:46:42,357 - mmaction - INFO - Epoch [168][160/2147] lr: 5.395e-02, eta: 3 days, 16:31:37, time: 1.513, data_time: 0.013, memory: 16628, top1_acc: 0.4558, top5_acc: 0.6844, loss_cls: 2.4292, loss: 2.4292, grad_norm: 2.6867 2021-01-25 23:47:11,230 - mmaction - INFO - Epoch [168][180/2147] lr: 5.395e-02, eta: 3 days, 16:31:02, time: 1.484, data_time: 0.048, memory: 16628, top1_acc: 0.4594, top5_acc: 0.6946, loss_cls: 2.4208, loss: 2.4208, grad_norm: 2.6531 2021-01-25 23:47:40,761 - mmaction - INFO - Epoch [168][200/2147] lr: 5.395e-02, eta: 3 days, 16:30:27, time: 1.477, data_time: 0.007, memory: 16628, top1_acc: 0.4571, top5_acc: 0.7027, loss_cls: 2.3775, loss: 2.3775, grad_norm: 2.6831 2021-01-25 23:48:16,591 - mmaction - INFO - Epoch [168][220/2147] lr: 5.395e-02, eta: 3 days, 16:29:55, time: 1.789, data_time: 0.005, memory: 16628, top1_acc: 0.4527, top5_acc: 0.6879, loss_cls: 2.4179, loss: 2.4179, grad_norm: 2.6578 2021-01-25 23:48:47,487 - mmaction - INFO - Epoch [168][240/2147] lr: 5.395e-02, eta: 3 days, 16:29:20, time: 1.548, data_time: 0.012, memory: 16628, top1_acc: 0.4487, top5_acc: 0.6991, loss_cls: 2.4358, loss: 2.4358, grad_norm: 2.6930 2021-01-25 23:49:20,263 - mmaction - INFO - Epoch [168][260/2147] lr: 5.395e-02, eta: 3 days, 16:28:46, time: 1.638, data_time: 0.006, memory: 16628, top1_acc: 0.4741, top5_acc: 0.7116, loss_cls: 2.3436, loss: 2.3436, grad_norm: 2.6830 2021-01-25 23:49:59,287 - mmaction - INFO - Epoch [168][280/2147] lr: 5.395e-02, eta: 3 days, 16:28:16, time: 1.951, data_time: 0.003, memory: 16628, top1_acc: 0.4442, top5_acc: 0.6871, loss_cls: 2.4585, loss: 2.4585, grad_norm: 2.6396 2021-01-25 23:50:31,065 - mmaction - INFO - Epoch [168][300/2147] lr: 5.395e-02, eta: 3 days, 16:27:42, time: 1.590, data_time: 0.007, memory: 16628, top1_acc: 0.4500, top5_acc: 0.7049, loss_cls: 2.3910, loss: 2.3910, grad_norm: 2.6311 2021-01-25 23:50:59,632 - mmaction - INFO - Epoch [168][320/2147] lr: 5.395e-02, eta: 3 days, 16:27:06, time: 1.427, data_time: 0.004, memory: 16628, top1_acc: 0.4571, top5_acc: 0.6991, loss_cls: 2.3968, loss: 2.3968, grad_norm: 2.5998 2021-01-25 23:51:28,280 - mmaction - INFO - Epoch [168][340/2147] lr: 5.395e-02, eta: 3 days, 16:26:30, time: 1.435, data_time: 0.006, memory: 16628, top1_acc: 0.4522, top5_acc: 0.7013, loss_cls: 2.4103, loss: 2.4103, grad_norm: 2.6300 2021-01-25 23:51:58,832 - mmaction - INFO - Epoch [168][360/2147] lr: 5.395e-02, eta: 3 days, 16:25:55, time: 1.528, data_time: 0.001, memory: 16628, top1_acc: 0.4549, top5_acc: 0.7121, loss_cls: 2.3614, loss: 2.3614, grad_norm: 2.6666 2021-01-25 23:52:29,204 - mmaction - INFO - Epoch [168][380/2147] lr: 5.395e-02, eta: 3 days, 16:25:20, time: 1.517, data_time: 0.004, memory: 16628, top1_acc: 0.4589, top5_acc: 0.7125, loss_cls: 2.3363, loss: 2.3363, grad_norm: 2.6978 2021-01-25 23:53:01,573 - mmaction - INFO - Epoch [168][400/2147] lr: 5.395e-02, eta: 3 days, 16:24:46, time: 1.620, data_time: 0.005, memory: 16628, top1_acc: 0.4424, top5_acc: 0.6897, loss_cls: 2.4811, loss: 2.4811, grad_norm: 2.8336 2021-01-25 23:53:30,160 - mmaction - INFO - Epoch [168][420/2147] lr: 5.395e-02, eta: 3 days, 16:24:10, time: 1.428, data_time: 0.003, memory: 16628, top1_acc: 0.4549, top5_acc: 0.7018, loss_cls: 2.4044, loss: 2.4044, grad_norm: 2.7170 2021-01-25 23:54:00,314 - mmaction - INFO - Epoch [168][440/2147] lr: 5.395e-02, eta: 3 days, 16:23:35, time: 1.509, data_time: 0.008, memory: 16628, top1_acc: 0.4393, top5_acc: 0.6821, loss_cls: 2.5180, loss: 2.5180, grad_norm: 2.7048 2021-01-25 23:54:33,870 - mmaction - INFO - Epoch [168][460/2147] lr: 5.395e-02, eta: 3 days, 16:23:02, time: 1.672, data_time: 0.002, memory: 16628, top1_acc: 0.4558, top5_acc: 0.6969, loss_cls: 2.4098, loss: 2.4098, grad_norm: 2.6151 2021-01-25 23:55:03,066 - mmaction - INFO - Epoch [168][480/2147] lr: 5.395e-02, eta: 3 days, 16:22:26, time: 1.465, data_time: 0.010, memory: 16628, top1_acc: 0.4460, top5_acc: 0.6857, loss_cls: 2.4799, loss: 2.4799, grad_norm: 2.6874 2021-01-25 23:55:32,793 - mmaction - INFO - Epoch [168][500/2147] lr: 5.395e-02, eta: 3 days, 16:21:51, time: 1.487, data_time: 0.006, memory: 16628, top1_acc: 0.4272, top5_acc: 0.7004, loss_cls: 2.4343, loss: 2.4343, grad_norm: 2.6563 2021-01-25 23:56:03,055 - mmaction - INFO - Epoch [168][520/2147] lr: 5.395e-02, eta: 3 days, 16:21:16, time: 1.507, data_time: 0.009, memory: 16628, top1_acc: 0.4478, top5_acc: 0.6942, loss_cls: 2.4536, loss: 2.4536, grad_norm: 2.6581 2021-01-25 23:56:33,360 - mmaction - INFO - Epoch [168][540/2147] lr: 5.395e-02, eta: 3 days, 16:20:41, time: 1.521, data_time: 0.009, memory: 16628, top1_acc: 0.4531, top5_acc: 0.6969, loss_cls: 2.3828, loss: 2.3828, grad_norm: 2.6710 2021-01-25 23:57:08,876 - mmaction - INFO - Epoch [168][560/2147] lr: 5.395e-02, eta: 3 days, 16:20:08, time: 1.776, data_time: 0.052, memory: 16628, top1_acc: 0.4656, top5_acc: 0.7004, loss_cls: 2.3925, loss: 2.3925, grad_norm: 2.6375 2021-01-25 23:57:39,293 - mmaction - INFO - Epoch [168][580/2147] lr: 5.395e-02, eta: 3 days, 16:19:33, time: 1.521, data_time: 0.002, memory: 16628, top1_acc: 0.4509, top5_acc: 0.6897, loss_cls: 2.4598, loss: 2.4598, grad_norm: 2.7023 2021-01-25 23:58:13,016 - mmaction - INFO - Epoch [168][600/2147] lr: 5.395e-02, eta: 3 days, 16:19:00, time: 1.682, data_time: 0.012, memory: 16628, top1_acc: 0.4540, top5_acc: 0.7013, loss_cls: 2.3801, loss: 2.3801, grad_norm: 2.6364 2021-01-25 23:58:44,596 - mmaction - INFO - Epoch [168][620/2147] lr: 5.395e-02, eta: 3 days, 16:18:26, time: 1.566, data_time: 0.007, memory: 16628, top1_acc: 0.4580, top5_acc: 0.7054, loss_cls: 2.4010, loss: 2.4010, grad_norm: 2.6593 2021-01-25 23:59:14,366 - mmaction - INFO - Epoch [168][640/2147] lr: 5.395e-02, eta: 3 days, 16:17:51, time: 1.498, data_time: 0.028, memory: 16628, top1_acc: 0.4612, top5_acc: 0.7018, loss_cls: 2.3660, loss: 2.3660, grad_norm: 2.7159 2021-01-25 23:59:45,481 - mmaction - INFO - Epoch [168][660/2147] lr: 5.395e-02, eta: 3 days, 16:17:16, time: 1.558, data_time: 0.011, memory: 16628, top1_acc: 0.4478, top5_acc: 0.6978, loss_cls: 2.4351, loss: 2.4351, grad_norm: 2.7126 2021-01-26 00:00:27,800 - mmaction - INFO - Epoch [168][680/2147] lr: 5.395e-02, eta: 3 days, 16:16:47, time: 2.112, data_time: 0.082, memory: 16628, top1_acc: 0.4482, top5_acc: 0.6964, loss_cls: 2.4208, loss: 2.4208, grad_norm: 2.6607 2021-01-26 00:00:58,757 - mmaction - INFO - Epoch [168][700/2147] lr: 5.395e-02, eta: 3 days, 16:16:13, time: 1.554, data_time: 0.016, memory: 16628, top1_acc: 0.4339, top5_acc: 0.6897, loss_cls: 2.4773, loss: 2.4773, grad_norm: 2.6808 2021-01-26 00:01:27,146 - mmaction - INFO - Epoch [168][720/2147] lr: 5.395e-02, eta: 3 days, 16:15:37, time: 1.418, data_time: 0.007, memory: 16628, top1_acc: 0.4576, top5_acc: 0.7018, loss_cls: 2.4372, loss: 2.4372, grad_norm: 2.6482 2021-01-26 00:02:00,637 - mmaction - INFO - Epoch [168][740/2147] lr: 5.395e-02, eta: 3 days, 16:15:03, time: 1.667, data_time: 0.010, memory: 16628, top1_acc: 0.4603, top5_acc: 0.7022, loss_cls: 2.4036, loss: 2.4036, grad_norm: 2.6348 2021-01-26 00:02:34,249 - mmaction - INFO - Epoch [168][760/2147] lr: 5.395e-02, eta: 3 days, 16:14:30, time: 1.679, data_time: 0.020, memory: 16628, top1_acc: 0.4647, top5_acc: 0.7045, loss_cls: 2.3782, loss: 2.3782, grad_norm: 2.5964 2021-01-26 00:03:13,772 - mmaction - INFO - Epoch [168][780/2147] lr: 5.395e-02, eta: 3 days, 16:14:00, time: 1.979, data_time: 0.016, memory: 16628, top1_acc: 0.4705, top5_acc: 0.7161, loss_cls: 2.3395, loss: 2.3395, grad_norm: 2.7117 2021-01-26 00:03:43,643 - mmaction - INFO - Epoch [168][800/2147] lr: 5.395e-02, eta: 3 days, 16:13:25, time: 1.504, data_time: 0.014, memory: 16628, top1_acc: 0.4643, top5_acc: 0.7067, loss_cls: 2.3838, loss: 2.3838, grad_norm: 2.6614 2021-01-26 00:04:13,396 - mmaction - INFO - Epoch [168][820/2147] lr: 5.395e-02, eta: 3 days, 16:12:49, time: 1.476, data_time: 0.018, memory: 16628, top1_acc: 0.4603, top5_acc: 0.6862, loss_cls: 2.4156, loss: 2.4156, grad_norm: 2.6764 2021-01-26 00:04:47,421 - mmaction - INFO - Epoch [168][840/2147] lr: 5.395e-02, eta: 3 days, 16:12:16, time: 1.711, data_time: 0.020, memory: 16628, top1_acc: 0.4299, top5_acc: 0.6754, loss_cls: 2.4698, loss: 2.4698, grad_norm: 2.6416 2021-01-26 00:05:16,375 - mmaction - INFO - Epoch [168][860/2147] lr: 5.395e-02, eta: 3 days, 16:11:41, time: 1.449, data_time: 0.004, memory: 16628, top1_acc: 0.4379, top5_acc: 0.7000, loss_cls: 2.4020, loss: 2.4020, grad_norm: 2.6607 2021-01-26 00:05:45,511 - mmaction - INFO - Epoch [168][880/2147] lr: 5.395e-02, eta: 3 days, 16:11:05, time: 1.451, data_time: 0.003, memory: 16628, top1_acc: 0.4446, top5_acc: 0.7098, loss_cls: 2.4122, loss: 2.4122, grad_norm: 2.6644 2021-01-26 00:06:14,194 - mmaction - INFO - Epoch [168][900/2147] lr: 5.395e-02, eta: 3 days, 16:10:29, time: 1.439, data_time: 0.010, memory: 16628, top1_acc: 0.4478, top5_acc: 0.6964, loss_cls: 2.4628, loss: 2.4628, grad_norm: 2.6134 2021-01-26 00:06:45,963 - mmaction - INFO - Epoch [168][920/2147] lr: 5.395e-02, eta: 3 days, 16:09:54, time: 1.546, data_time: 0.003, memory: 16628, top1_acc: 0.4522, top5_acc: 0.6893, loss_cls: 2.4367, loss: 2.4367, grad_norm: 2.6314 2021-01-26 00:07:14,557 - mmaction - INFO - Epoch [168][940/2147] lr: 5.395e-02, eta: 3 days, 16:09:19, time: 1.474, data_time: 0.047, memory: 16628, top1_acc: 0.4473, top5_acc: 0.6902, loss_cls: 2.4401, loss: 2.4401, grad_norm: 2.6769 2021-01-26 00:07:47,116 - mmaction - INFO - Epoch [168][960/2147] lr: 5.395e-02, eta: 3 days, 16:08:45, time: 1.627, data_time: 0.005, memory: 16628, top1_acc: 0.4344, top5_acc: 0.6915, loss_cls: 2.4583, loss: 2.4583, grad_norm: 2.6218 2021-01-26 00:08:24,407 - mmaction - INFO - Epoch [168][980/2147] lr: 5.395e-02, eta: 3 days, 16:08:14, time: 1.853, data_time: 0.002, memory: 16628, top1_acc: 0.4357, top5_acc: 0.6781, loss_cls: 2.4802, loss: 2.4802, grad_norm: 2.7031 2021-01-26 00:08:52,628 - mmaction - INFO - Epoch [168][1000/2147] lr: 5.395e-02, eta: 3 days, 16:07:38, time: 1.423, data_time: 0.018, memory: 16628, top1_acc: 0.4406, top5_acc: 0.7004, loss_cls: 2.4136, loss: 2.4136, grad_norm: 2.6501 2021-01-26 00:09:20,986 - mmaction - INFO - Epoch [168][1020/2147] lr: 5.395e-02, eta: 3 days, 16:07:02, time: 1.416, data_time: 0.002, memory: 16628, top1_acc: 0.4357, top5_acc: 0.6879, loss_cls: 2.4895, loss: 2.4895, grad_norm: 2.6783 2021-01-26 00:09:50,900 - mmaction - INFO - Epoch [168][1040/2147] lr: 5.395e-02, eta: 3 days, 16:06:27, time: 1.498, data_time: 0.010, memory: 16628, top1_acc: 0.4527, top5_acc: 0.6888, loss_cls: 2.4435, loss: 2.4435, grad_norm: 2.6884 2021-01-26 00:10:22,032 - mmaction - INFO - Epoch [168][1060/2147] lr: 5.395e-02, eta: 3 days, 16:05:52, time: 1.553, data_time: 0.001, memory: 16628, top1_acc: 0.4491, top5_acc: 0.6848, loss_cls: 2.4398, loss: 2.4398, grad_norm: 2.6846 2021-01-26 00:10:50,623 - mmaction - INFO - Epoch [168][1080/2147] lr: 5.395e-02, eta: 3 days, 16:05:16, time: 1.433, data_time: 0.006, memory: 16628, top1_acc: 0.4509, top5_acc: 0.6951, loss_cls: 2.3893, loss: 2.3893, grad_norm: 2.6344 2021-01-26 00:11:20,866 - mmaction - INFO - Epoch [168][1100/2147] lr: 5.395e-02, eta: 3 days, 16:04:41, time: 1.503, data_time: 0.005, memory: 16628, top1_acc: 0.4460, top5_acc: 0.7004, loss_cls: 2.4045, loss: 2.4045, grad_norm: 2.6922 2021-01-26 00:12:02,057 - mmaction - INFO - Epoch [168][1120/2147] lr: 5.395e-02, eta: 3 days, 16:04:12, time: 2.062, data_time: 0.027, memory: 16628, top1_acc: 0.4549, top5_acc: 0.6853, loss_cls: 2.4507, loss: 2.4507, grad_norm: 2.6257 2021-01-26 00:12:33,290 - mmaction - INFO - Epoch [168][1140/2147] lr: 5.395e-02, eta: 3 days, 16:03:37, time: 1.568, data_time: 0.011, memory: 16628, top1_acc: 0.4344, top5_acc: 0.6839, loss_cls: 2.4814, loss: 2.4814, grad_norm: 2.6788 2021-01-26 00:13:02,625 - mmaction - INFO - Epoch [168][1160/2147] lr: 5.395e-02, eta: 3 days, 16:03:02, time: 1.462, data_time: 0.003, memory: 16628, top1_acc: 0.4696, top5_acc: 0.7170, loss_cls: 2.3072, loss: 2.3072, grad_norm: 2.6509 2021-01-26 00:13:32,253 - mmaction - INFO - Epoch [168][1180/2147] lr: 5.395e-02, eta: 3 days, 16:02:26, time: 1.482, data_time: 0.008, memory: 16628, top1_acc: 0.4504, top5_acc: 0.6875, loss_cls: 2.4512, loss: 2.4512, grad_norm: 2.7895 2021-01-26 00:14:04,571 - mmaction - INFO - Epoch [168][1200/2147] lr: 5.395e-02, eta: 3 days, 16:01:52, time: 1.617, data_time: 0.006, memory: 16628, top1_acc: 0.4263, top5_acc: 0.6781, loss_cls: 2.5518, loss: 2.5518, grad_norm: 2.7629 2021-01-26 00:14:36,864 - mmaction - INFO - Epoch [168][1220/2147] lr: 5.395e-02, eta: 3 days, 16:01:18, time: 1.618, data_time: 0.006, memory: 16628, top1_acc: 0.4554, top5_acc: 0.6996, loss_cls: 2.3894, loss: 2.3894, grad_norm: 2.6246 2021-01-26 00:15:08,172 - mmaction - INFO - Epoch [168][1240/2147] lr: 5.395e-02, eta: 3 days, 16:00:44, time: 1.562, data_time: 0.004, memory: 16628, top1_acc: 0.4308, top5_acc: 0.6804, loss_cls: 2.4649, loss: 2.4649, grad_norm: 2.6781 2021-01-26 00:15:41,012 - mmaction - INFO - Epoch [168][1260/2147] lr: 5.395e-02, eta: 3 days, 16:00:10, time: 1.637, data_time: 0.010, memory: 16628, top1_acc: 0.4540, top5_acc: 0.6991, loss_cls: 2.4241, loss: 2.4241, grad_norm: 2.6639 2021-01-26 00:16:15,434 - mmaction - INFO - Epoch [168][1280/2147] lr: 5.395e-02, eta: 3 days, 15:59:37, time: 1.725, data_time: 0.014, memory: 16628, top1_acc: 0.4344, top5_acc: 0.6879, loss_cls: 2.4643, loss: 2.4643, grad_norm: 2.7036 2021-01-26 00:16:52,122 - mmaction - INFO - Epoch [168][1300/2147] lr: 5.395e-02, eta: 3 days, 15:59:06, time: 1.810, data_time: 0.006, memory: 16628, top1_acc: 0.4513, top5_acc: 0.7045, loss_cls: 2.3531, loss: 2.3531, grad_norm: 2.6477 2021-01-26 00:17:24,709 - mmaction - INFO - Epoch [168][1320/2147] lr: 5.395e-02, eta: 3 days, 15:58:32, time: 1.657, data_time: 0.030, memory: 16628, top1_acc: 0.4321, top5_acc: 0.6732, loss_cls: 2.5043, loss: 2.5043, grad_norm: 2.6670 2021-01-26 00:17:56,502 - mmaction - INFO - Epoch [168][1340/2147] lr: 5.395e-02, eta: 3 days, 15:57:57, time: 1.552, data_time: 0.004, memory: 16628, top1_acc: 0.4513, top5_acc: 0.6853, loss_cls: 2.4538, loss: 2.4538, grad_norm: 2.6924 2021-01-26 00:18:27,711 - mmaction - INFO - Epoch [168][1360/2147] lr: 5.395e-02, eta: 3 days, 15:57:23, time: 1.589, data_time: 0.041, memory: 16628, top1_acc: 0.4397, top5_acc: 0.6960, loss_cls: 2.4317, loss: 2.4317, grad_norm: 2.7486 2021-01-26 00:18:59,784 - mmaction - INFO - Epoch [168][1380/2147] lr: 5.395e-02, eta: 3 days, 15:56:49, time: 1.613, data_time: 0.011, memory: 16628, top1_acc: 0.4661, top5_acc: 0.7045, loss_cls: 2.3601, loss: 2.3601, grad_norm: 2.6098 2021-01-26 00:19:31,978 - mmaction - INFO - Epoch [168][1400/2147] lr: 5.395e-02, eta: 3 days, 15:56:15, time: 1.595, data_time: 0.005, memory: 16628, top1_acc: 0.4379, top5_acc: 0.6839, loss_cls: 2.4756, loss: 2.4756, grad_norm: 2.6751 2021-01-26 00:20:02,924 - mmaction - INFO - Epoch [168][1420/2147] lr: 5.395e-02, eta: 3 days, 15:55:41, time: 1.559, data_time: 0.020, memory: 16628, top1_acc: 0.4554, top5_acc: 0.6960, loss_cls: 2.4013, loss: 2.4013, grad_norm: 2.6262 2021-01-26 00:20:34,487 - mmaction - INFO - Epoch [168][1440/2147] lr: 5.395e-02, eta: 3 days, 15:55:06, time: 1.582, data_time: 0.007, memory: 16628, top1_acc: 0.4527, top5_acc: 0.6888, loss_cls: 2.4237, loss: 2.4237, grad_norm: 2.7079 2021-01-26 00:21:10,832 - mmaction - INFO - Epoch [168][1460/2147] lr: 5.395e-02, eta: 3 days, 15:54:34, time: 1.811, data_time: 0.004, memory: 16628, top1_acc: 0.4357, top5_acc: 0.6826, loss_cls: 2.4701, loss: 2.4701, grad_norm: 2.6894 2021-01-26 00:21:46,099 - mmaction - INFO - Epoch [168][1480/2147] lr: 5.395e-02, eta: 3 days, 15:54:01, time: 1.708, data_time: 0.164, memory: 16628, top1_acc: 0.4460, top5_acc: 0.6969, loss_cls: 2.4439, loss: 2.4439, grad_norm: 2.6988 2021-01-26 00:22:16,717 - mmaction - INFO - Epoch [168][1500/2147] lr: 5.395e-02, eta: 3 days, 15:53:27, time: 1.592, data_time: 0.095, memory: 16628, top1_acc: 0.4460, top5_acc: 0.7080, loss_cls: 2.3991, loss: 2.3991, grad_norm: 2.6705 2021-01-26 00:22:46,849 - mmaction - INFO - Epoch [168][1520/2147] lr: 5.395e-02, eta: 3 days, 15:52:52, time: 1.506, data_time: 0.005, memory: 16628, top1_acc: 0.4353, top5_acc: 0.6920, loss_cls: 2.4694, loss: 2.4694, grad_norm: 2.6513 2021-01-26 00:23:21,217 - mmaction - INFO - Epoch [168][1540/2147] lr: 5.395e-02, eta: 3 days, 15:52:19, time: 1.720, data_time: 0.007, memory: 16628, top1_acc: 0.4482, top5_acc: 0.6853, loss_cls: 2.4337, loss: 2.4337, grad_norm: 2.6578 2021-01-26 00:23:50,901 - mmaction - INFO - Epoch [168][1560/2147] lr: 5.395e-02, eta: 3 days, 15:51:44, time: 1.485, data_time: 0.003, memory: 16628, top1_acc: 0.4362, top5_acc: 0.6821, loss_cls: 2.5304, loss: 2.5304, grad_norm: 2.7378 2021-01-26 00:24:19,705 - mmaction - INFO - Epoch [168][1580/2147] lr: 5.395e-02, eta: 3 days, 15:51:08, time: 1.440, data_time: 0.007, memory: 16628, top1_acc: 0.4210, top5_acc: 0.6830, loss_cls: 2.4902, loss: 2.4902, grad_norm: 2.6453 2021-01-26 00:24:47,885 - mmaction - INFO - Epoch [168][1600/2147] lr: 5.395e-02, eta: 3 days, 15:50:32, time: 1.409, data_time: 0.003, memory: 16628, top1_acc: 0.4531, top5_acc: 0.6946, loss_cls: 2.4133, loss: 2.4133, grad_norm: 2.6859 2021-01-26 00:25:17,183 - mmaction - INFO - Epoch [168][1620/2147] lr: 5.395e-02, eta: 3 days, 15:49:56, time: 1.464, data_time: 0.004, memory: 16628, top1_acc: 0.4250, top5_acc: 0.6897, loss_cls: 2.4738, loss: 2.4738, grad_norm: 2.7075 2021-01-26 00:25:45,739 - mmaction - INFO - Epoch [168][1640/2147] lr: 5.395e-02, eta: 3 days, 15:49:21, time: 1.429, data_time: 0.004, memory: 16628, top1_acc: 0.4312, top5_acc: 0.6741, loss_cls: 2.5310, loss: 2.5310, grad_norm: 2.6861 2021-01-26 00:26:17,707 - mmaction - INFO - Epoch [168][1660/2147] lr: 5.395e-02, eta: 3 days, 15:48:46, time: 1.593, data_time: 0.002, memory: 16628, top1_acc: 0.4442, top5_acc: 0.6996, loss_cls: 2.4617, loss: 2.4617, grad_norm: 2.6529 2021-01-26 00:26:48,955 - mmaction - INFO - Epoch [168][1680/2147] lr: 5.395e-02, eta: 3 days, 15:48:12, time: 1.568, data_time: 0.013, memory: 16628, top1_acc: 0.4705, top5_acc: 0.7107, loss_cls: 2.3595, loss: 2.3595, grad_norm: 2.6634 2021-01-26 00:27:26,991 - mmaction - INFO - Epoch [168][1700/2147] lr: 5.395e-02, eta: 3 days, 15:47:41, time: 1.892, data_time: 0.003, memory: 16628, top1_acc: 0.4433, top5_acc: 0.6862, loss_cls: 2.4547, loss: 2.4547, grad_norm: 2.7319 2021-01-26 00:27:58,967 - mmaction - INFO - Epoch [168][1720/2147] lr: 5.395e-02, eta: 3 days, 15:47:07, time: 1.608, data_time: 0.012, memory: 16628, top1_acc: 0.4326, top5_acc: 0.6808, loss_cls: 2.4775, loss: 2.4775, grad_norm: 2.6796 2021-01-26 00:28:27,672 - mmaction - INFO - Epoch [168][1740/2147] lr: 5.395e-02, eta: 3 days, 15:46:31, time: 1.436, data_time: 0.004, memory: 16628, top1_acc: 0.4246, top5_acc: 0.6719, loss_cls: 2.5391, loss: 2.5391, grad_norm: 2.6843 2021-01-26 00:29:01,268 - mmaction - INFO - Epoch [168][1760/2147] lr: 5.395e-02, eta: 3 days, 15:45:58, time: 1.672, data_time: 0.005, memory: 16628, top1_acc: 0.4366, top5_acc: 0.6964, loss_cls: 2.4811, loss: 2.4811, grad_norm: 2.6160 2021-01-26 00:29:30,773 - mmaction - INFO - Epoch [168][1780/2147] lr: 5.395e-02, eta: 3 days, 15:45:22, time: 1.484, data_time: 0.010, memory: 16628, top1_acc: 0.4491, top5_acc: 0.7062, loss_cls: 2.4162, loss: 2.4162, grad_norm: 2.6941 2021-01-26 00:30:03,364 - mmaction - INFO - Epoch [168][1800/2147] lr: 5.395e-02, eta: 3 days, 15:44:49, time: 1.628, data_time: 0.004, memory: 16628, top1_acc: 0.4469, top5_acc: 0.7009, loss_cls: 2.4064, loss: 2.4064, grad_norm: 2.6381 2021-01-26 00:30:32,807 - mmaction - INFO - Epoch [168][1820/2147] lr: 5.395e-02, eta: 3 days, 15:44:13, time: 1.474, data_time: 0.006, memory: 16628, top1_acc: 0.4420, top5_acc: 0.6964, loss_cls: 2.4450, loss: 2.4450, grad_norm: 2.7250 2021-01-26 00:31:04,859 - mmaction - INFO - Epoch [168][1840/2147] lr: 5.395e-02, eta: 3 days, 15:43:39, time: 1.601, data_time: 0.004, memory: 16628, top1_acc: 0.4464, top5_acc: 0.6987, loss_cls: 2.4333, loss: 2.4333, grad_norm: 2.7132 2021-01-26 00:31:36,727 - mmaction - INFO - Epoch [168][1860/2147] lr: 5.395e-02, eta: 3 days, 15:43:05, time: 1.593, data_time: 0.005, memory: 16628, top1_acc: 0.4598, top5_acc: 0.6911, loss_cls: 2.4140, loss: 2.4140, grad_norm: 2.6934 2021-01-26 00:32:06,687 - mmaction - INFO - Epoch [168][1880/2147] lr: 5.395e-02, eta: 3 days, 15:42:30, time: 1.500, data_time: 0.067, memory: 16628, top1_acc: 0.4540, top5_acc: 0.6821, loss_cls: 2.4911, loss: 2.4911, grad_norm: 2.6734 2021-01-26 00:32:35,188 - mmaction - INFO - Epoch [168][1900/2147] lr: 5.395e-02, eta: 3 days, 15:41:54, time: 1.425, data_time: 0.001, memory: 16628, top1_acc: 0.4393, top5_acc: 0.6830, loss_cls: 2.5012, loss: 2.5012, grad_norm: 2.6595 2021-01-26 00:33:08,380 - mmaction - INFO - Epoch [168][1920/2147] lr: 5.395e-02, eta: 3 days, 15:41:20, time: 1.657, data_time: 0.020, memory: 16628, top1_acc: 0.4446, top5_acc: 0.6888, loss_cls: 2.4430, loss: 2.4430, grad_norm: 2.6012 2021-01-26 00:33:39,886 - mmaction - INFO - Epoch [168][1940/2147] lr: 5.395e-02, eta: 3 days, 15:40:46, time: 1.573, data_time: 0.007, memory: 16628, top1_acc: 0.4442, top5_acc: 0.6866, loss_cls: 2.4687, loss: 2.4687, grad_norm: 2.6639 2021-01-26 00:34:11,301 - mmaction - INFO - Epoch [168][1960/2147] lr: 5.395e-02, eta: 3 days, 15:40:12, time: 1.574, data_time: 0.011, memory: 16628, top1_acc: 0.4317, top5_acc: 0.6804, loss_cls: 2.5122, loss: 2.5122, grad_norm: 2.7120 2021-01-26 00:34:52,923 - mmaction - INFO - Epoch [168][1980/2147] lr: 5.395e-02, eta: 3 days, 15:39:42, time: 2.073, data_time: 0.005, memory: 16628, top1_acc: 0.4549, top5_acc: 0.6978, loss_cls: 2.4068, loss: 2.4068, grad_norm: 2.6396 2021-01-26 00:35:24,057 - mmaction - INFO - Epoch [168][2000/2147] lr: 5.395e-02, eta: 3 days, 15:39:08, time: 1.564, data_time: 0.025, memory: 16628, top1_acc: 0.4437, top5_acc: 0.6911, loss_cls: 2.4356, loss: 2.4356, grad_norm: 2.6941 2021-01-26 00:35:52,773 - mmaction - INFO - Epoch [168][2020/2147] lr: 5.395e-02, eta: 3 days, 15:38:32, time: 1.438, data_time: 0.005, memory: 16628, top1_acc: 0.4313, top5_acc: 0.6902, loss_cls: 2.4862, loss: 2.4862, grad_norm: 2.7584 2021-01-26 00:36:27,278 - mmaction - INFO - Epoch [168][2040/2147] lr: 5.395e-02, eta: 3 days, 15:37:59, time: 1.722, data_time: 0.018, memory: 16628, top1_acc: 0.4536, top5_acc: 0.6830, loss_cls: 2.4403, loss: 2.4403, grad_norm: 2.6848 2021-01-26 00:37:09,293 - mmaction - INFO - Epoch [168][2060/2147] lr: 5.395e-02, eta: 3 days, 15:37:30, time: 2.097, data_time: 0.114, memory: 16628, top1_acc: 0.4478, top5_acc: 0.6951, loss_cls: 2.4395, loss: 2.4395, grad_norm: 2.7100 2021-01-26 00:37:39,675 - mmaction - INFO - Epoch [168][2080/2147] lr: 5.395e-02, eta: 3 days, 15:36:56, time: 1.525, data_time: 0.014, memory: 16628, top1_acc: 0.4567, top5_acc: 0.6937, loss_cls: 2.4392, loss: 2.4392, grad_norm: 2.6680 2021-01-26 00:38:09,454 - mmaction - INFO - Epoch [168][2100/2147] lr: 5.395e-02, eta: 3 days, 15:36:20, time: 1.486, data_time: 0.002, memory: 16628, top1_acc: 0.4531, top5_acc: 0.6978, loss_cls: 2.4303, loss: 2.4303, grad_norm: 2.6974 2021-01-26 00:38:40,399 - mmaction - INFO - Epoch [168][2120/2147] lr: 5.395e-02, eta: 3 days, 15:35:46, time: 1.547, data_time: 0.005, memory: 16628, top1_acc: 0.4379, top5_acc: 0.6875, loss_cls: 2.4835, loss: 2.4835, grad_norm: 2.7088 2021-01-26 00:39:10,540 - mmaction - INFO - Epoch [168][2140/2147] lr: 5.395e-02, eta: 3 days, 15:35:11, time: 1.510, data_time: 0.006, memory: 16628, top1_acc: 0.4433, top5_acc: 0.6826, loss_cls: 2.4581, loss: 2.4581, grad_norm: 2.6774 2021-01-26 00:39:35,220 - mmaction - INFO - Saving checkpoint at 168 epochs 2021-01-26 00:45:02,189 - mmaction - INFO - Epoch [169][20/2147] lr: 5.286e-02, eta: 3 days, 15:36:52, time: 16.252, data_time: 14.656, memory: 16628, top1_acc: 0.4616, top5_acc: 0.7094, loss_cls: 2.4007, loss: 2.4007, grad_norm: 2.6963 2021-01-26 00:45:32,081 - mmaction - INFO - Epoch [169][40/2147] lr: 5.286e-02, eta: 3 days, 15:36:17, time: 1.503, data_time: 0.015, memory: 16628, top1_acc: 0.4598, top5_acc: 0.7027, loss_cls: 2.3871, loss: 2.3871, grad_norm: 2.7128 2021-01-26 00:46:00,936 - mmaction - INFO - Epoch [169][60/2147] lr: 5.286e-02, eta: 3 days, 15:35:41, time: 1.440, data_time: 0.003, memory: 16628, top1_acc: 0.4598, top5_acc: 0.6768, loss_cls: 2.4434, loss: 2.4434, grad_norm: 2.6426 2021-01-26 00:46:30,890 - mmaction - INFO - Epoch [169][80/2147] lr: 5.286e-02, eta: 3 days, 15:35:06, time: 1.498, data_time: 0.005, memory: 16628, top1_acc: 0.4540, top5_acc: 0.7107, loss_cls: 2.3522, loss: 2.3522, grad_norm: 2.6951 2021-01-26 00:47:03,422 - mmaction - INFO - Epoch [169][100/2147] lr: 5.286e-02, eta: 3 days, 15:34:32, time: 1.625, data_time: 0.008, memory: 16628, top1_acc: 0.4455, top5_acc: 0.7022, loss_cls: 2.3765, loss: 2.3765, grad_norm: 2.7125 2021-01-26 00:47:32,293 - mmaction - INFO - Epoch [169][120/2147] lr: 5.286e-02, eta: 3 days, 15:33:56, time: 1.446, data_time: 0.007, memory: 16628, top1_acc: 0.4580, top5_acc: 0.7085, loss_cls: 2.3448, loss: 2.3448, grad_norm: 2.6525 2021-01-26 00:48:03,821 - mmaction - INFO - Epoch [169][140/2147] lr: 5.286e-02, eta: 3 days, 15:33:22, time: 1.577, data_time: 0.009, memory: 16628, top1_acc: 0.4362, top5_acc: 0.6924, loss_cls: 2.4745, loss: 2.4745, grad_norm: 2.6996 2021-01-26 00:48:33,128 - mmaction - INFO - Epoch [169][160/2147] lr: 5.286e-02, eta: 3 days, 15:32:47, time: 1.464, data_time: 0.005, memory: 16628, top1_acc: 0.4750, top5_acc: 0.6933, loss_cls: 2.3936, loss: 2.3936, grad_norm: 2.6282 2021-01-26 00:49:02,620 - mmaction - INFO - Epoch [169][180/2147] lr: 5.286e-02, eta: 3 days, 15:32:11, time: 1.477, data_time: 0.012, memory: 16628, top1_acc: 0.4781, top5_acc: 0.7085, loss_cls: 2.3315, loss: 2.3315, grad_norm: 2.6779 2021-01-26 00:49:34,723 - mmaction - INFO - Epoch [169][200/2147] lr: 5.286e-02, eta: 3 days, 15:31:37, time: 1.606, data_time: 0.004, memory: 16628, top1_acc: 0.4580, top5_acc: 0.7116, loss_cls: 2.3376, loss: 2.3376, grad_norm: 2.6772 2021-01-26 00:50:03,506 - mmaction - INFO - Epoch [169][220/2147] lr: 5.286e-02, eta: 3 days, 15:31:01, time: 1.439, data_time: 0.002, memory: 16628, top1_acc: 0.4500, top5_acc: 0.7062, loss_cls: 2.3750, loss: 2.3750, grad_norm: 2.7101 2021-01-26 00:50:32,228 - mmaction - INFO - Epoch [169][240/2147] lr: 5.286e-02, eta: 3 days, 15:30:25, time: 1.431, data_time: 0.003, memory: 16628, top1_acc: 0.4411, top5_acc: 0.6982, loss_cls: 2.4443, loss: 2.4443, grad_norm: 2.7193 2021-01-26 00:51:03,208 - mmaction - INFO - Epoch [169][260/2147] lr: 5.286e-02, eta: 3 days, 15:29:51, time: 1.550, data_time: 0.017, memory: 16628, top1_acc: 0.4643, top5_acc: 0.6987, loss_cls: 2.3939, loss: 2.3939, grad_norm: 2.7335 2021-01-26 00:51:35,455 - mmaction - INFO - Epoch [169][280/2147] lr: 5.286e-02, eta: 3 days, 15:29:17, time: 1.617, data_time: 0.009, memory: 16628, top1_acc: 0.4464, top5_acc: 0.6942, loss_cls: 2.4042, loss: 2.4042, grad_norm: 2.7188 2021-01-26 00:52:13,239 - mmaction - INFO - Epoch [169][300/2147] lr: 5.286e-02, eta: 3 days, 15:28:46, time: 1.885, data_time: 0.163, memory: 16628, top1_acc: 0.4437, top5_acc: 0.6871, loss_cls: 2.4229, loss: 2.4229, grad_norm: 2.7001 2021-01-26 00:52:42,147 - mmaction - INFO - Epoch [169][320/2147] lr: 5.286e-02, eta: 3 days, 15:28:10, time: 1.447, data_time: 0.007, memory: 16628, top1_acc: 0.4621, top5_acc: 0.6946, loss_cls: 2.3708, loss: 2.3708, grad_norm: 2.6407 2021-01-26 00:53:11,492 - mmaction - INFO - Epoch [169][340/2147] lr: 5.286e-02, eta: 3 days, 15:27:35, time: 1.469, data_time: 0.009, memory: 16628, top1_acc: 0.4643, top5_acc: 0.7129, loss_cls: 2.3480, loss: 2.3480, grad_norm: 2.6556 2021-01-26 00:53:42,748 - mmaction - INFO - Epoch [169][360/2147] lr: 5.286e-02, eta: 3 days, 15:27:00, time: 1.563, data_time: 0.003, memory: 16628, top1_acc: 0.4464, top5_acc: 0.6911, loss_cls: 2.4465, loss: 2.4465, grad_norm: 2.6970 2021-01-26 00:54:13,337 - mmaction - INFO - Epoch [169][380/2147] lr: 5.286e-02, eta: 3 days, 15:26:25, time: 1.527, data_time: 0.003, memory: 16628, top1_acc: 0.4402, top5_acc: 0.6848, loss_cls: 2.4689, loss: 2.4689, grad_norm: 2.7466 2021-01-26 00:54:44,917 - mmaction - INFO - Epoch [169][400/2147] lr: 5.286e-02, eta: 3 days, 15:25:51, time: 1.578, data_time: 0.006, memory: 16628, top1_acc: 0.4598, top5_acc: 0.7076, loss_cls: 2.4076, loss: 2.4076, grad_norm: 2.6347 2021-01-26 00:55:17,010 - mmaction - INFO - Epoch [169][420/2147] lr: 5.286e-02, eta: 3 days, 15:25:17, time: 1.598, data_time: 0.051, memory: 16628, top1_acc: 0.4567, top5_acc: 0.7009, loss_cls: 2.3957, loss: 2.3957, grad_norm: 2.6466 2021-01-26 00:55:47,336 - mmaction - INFO - Epoch [169][440/2147] lr: 5.286e-02, eta: 3 days, 15:24:42, time: 1.525, data_time: 0.014, memory: 16628, top1_acc: 0.4451, top5_acc: 0.6750, loss_cls: 2.4806, loss: 2.4806, grad_norm: 2.7540 2021-01-26 00:56:16,962 - mmaction - INFO - Epoch [169][460/2147] lr: 5.286e-02, eta: 3 days, 15:24:06, time: 1.482, data_time: 0.003, memory: 16628, top1_acc: 0.4781, top5_acc: 0.7219, loss_cls: 2.2843, loss: 2.2843, grad_norm: 2.6698 2021-01-26 00:56:54,949 - mmaction - INFO - Epoch [169][480/2147] lr: 5.286e-02, eta: 3 days, 15:23:35, time: 1.891, data_time: 0.045, memory: 16628, top1_acc: 0.4571, top5_acc: 0.7116, loss_cls: 2.3712, loss: 2.3712, grad_norm: 2.7141 2021-01-26 00:57:23,453 - mmaction - INFO - Epoch [169][500/2147] lr: 5.286e-02, eta: 3 days, 15:22:59, time: 1.433, data_time: 0.011, memory: 16628, top1_acc: 0.4473, top5_acc: 0.6875, loss_cls: 2.4341, loss: 2.4341, grad_norm: 2.6437 2021-01-26 00:57:57,145 - mmaction - INFO - Epoch [169][520/2147] lr: 5.286e-02, eta: 3 days, 15:22:26, time: 1.685, data_time: 0.003, memory: 16628, top1_acc: 0.4536, top5_acc: 0.7089, loss_cls: 2.3508, loss: 2.3508, grad_norm: 2.6624 2021-01-26 00:58:27,661 - mmaction - INFO - Epoch [169][540/2147] lr: 5.286e-02, eta: 3 days, 15:21:51, time: 1.524, data_time: 0.004, memory: 16628, top1_acc: 0.4545, top5_acc: 0.6973, loss_cls: 2.4038, loss: 2.4038, grad_norm: 2.6818 2021-01-26 00:58:56,745 - mmaction - INFO - Epoch [169][560/2147] lr: 5.286e-02, eta: 3 days, 15:21:16, time: 1.454, data_time: 0.010, memory: 16628, top1_acc: 0.4625, top5_acc: 0.7147, loss_cls: 2.3563, loss: 2.3563, grad_norm: 2.7063 2021-01-26 00:59:26,914 - mmaction - INFO - Epoch [169][580/2147] lr: 5.286e-02, eta: 3 days, 15:20:41, time: 1.509, data_time: 0.006, memory: 16628, top1_acc: 0.4808, top5_acc: 0.7210, loss_cls: 2.2841, loss: 2.2841, grad_norm: 2.6558 2021-01-26 00:59:56,432 - mmaction - INFO - Epoch [169][600/2147] lr: 5.286e-02, eta: 3 days, 15:20:05, time: 1.450, data_time: 0.009, memory: 16628, top1_acc: 0.4357, top5_acc: 0.6848, loss_cls: 2.4493, loss: 2.4493, grad_norm: 2.8284 2021-01-26 01:00:25,647 - mmaction - INFO - Epoch [169][620/2147] lr: 5.286e-02, eta: 3 days, 15:19:30, time: 1.478, data_time: 0.038, memory: 16628, top1_acc: 0.4192, top5_acc: 0.6710, loss_cls: 2.5465, loss: 2.5465, grad_norm: 2.7820 2021-01-26 01:00:54,786 - mmaction - INFO - Epoch [169][640/2147] lr: 5.286e-02, eta: 3 days, 15:18:54, time: 1.463, data_time: 0.020, memory: 16628, top1_acc: 0.4397, top5_acc: 0.6897, loss_cls: 2.4537, loss: 2.4537, grad_norm: 2.6999 2021-01-26 01:01:26,293 - mmaction - INFO - Epoch [169][660/2147] lr: 5.286e-02, eta: 3 days, 15:18:20, time: 1.576, data_time: 0.008, memory: 16628, top1_acc: 0.4473, top5_acc: 0.7000, loss_cls: 2.4419, loss: 2.4419, grad_norm: 2.7264 2021-01-26 01:02:03,447 - mmaction - INFO - Epoch [169][680/2147] lr: 5.286e-02, eta: 3 days, 15:17:48, time: 1.853, data_time: 0.006, memory: 16628, top1_acc: 0.4562, top5_acc: 0.6875, loss_cls: 2.4645, loss: 2.4645, grad_norm: 2.6482 2021-01-26 01:02:34,333 - mmaction - INFO - Epoch [169][700/2147] lr: 5.286e-02, eta: 3 days, 15:17:14, time: 1.548, data_time: 0.013, memory: 16628, top1_acc: 0.4536, top5_acc: 0.6960, loss_cls: 2.4191, loss: 2.4191, grad_norm: 2.7299 2021-01-26 01:03:11,058 - mmaction - INFO - Epoch [169][720/2147] lr: 5.286e-02, eta: 3 days, 15:16:42, time: 1.841, data_time: 0.012, memory: 16628, top1_acc: 0.4625, top5_acc: 0.6996, loss_cls: 2.4710, loss: 2.4710, grad_norm: 2.6900 2021-01-26 01:03:40,870 - mmaction - INFO - Epoch [169][740/2147] lr: 5.286e-02, eta: 3 days, 15:16:07, time: 1.486, data_time: 0.007, memory: 16628, top1_acc: 0.4366, top5_acc: 0.6911, loss_cls: 2.4680, loss: 2.4680, grad_norm: 2.6566 2021-01-26 01:04:10,752 - mmaction - INFO - Epoch [169][760/2147] lr: 5.286e-02, eta: 3 days, 15:15:31, time: 1.494, data_time: 0.007, memory: 16628, top1_acc: 0.4500, top5_acc: 0.7031, loss_cls: 2.4108, loss: 2.4108, grad_norm: 2.6577 2021-01-26 01:04:39,498 - mmaction - INFO - Epoch [169][780/2147] lr: 5.286e-02, eta: 3 days, 15:14:56, time: 1.439, data_time: 0.008, memory: 16628, top1_acc: 0.4384, top5_acc: 0.6813, loss_cls: 2.4872, loss: 2.4872, grad_norm: 2.6592 2021-01-26 01:05:15,978 - mmaction - INFO - Epoch [169][800/2147] lr: 5.286e-02, eta: 3 days, 15:14:24, time: 1.817, data_time: 0.012, memory: 16628, top1_acc: 0.4714, top5_acc: 0.6951, loss_cls: 2.4075, loss: 2.4075, grad_norm: 2.6300 2021-01-26 01:05:44,739 - mmaction - INFO - Epoch [169][820/2147] lr: 5.286e-02, eta: 3 days, 15:13:48, time: 1.448, data_time: 0.020, memory: 16628, top1_acc: 0.4478, top5_acc: 0.6884, loss_cls: 2.4518, loss: 2.4518, grad_norm: 2.7180 2021-01-26 01:06:17,002 - mmaction - INFO - Epoch [169][840/2147] lr: 5.286e-02, eta: 3 days, 15:13:14, time: 1.612, data_time: 0.003, memory: 16628, top1_acc: 0.4442, top5_acc: 0.6969, loss_cls: 2.4546, loss: 2.4546, grad_norm: 2.6917 2021-01-26 01:06:52,287 - mmaction - INFO - Epoch [169][860/2147] lr: 5.286e-02, eta: 3 days, 15:12:42, time: 1.763, data_time: 0.004, memory: 16628, top1_acc: 0.4571, top5_acc: 0.6942, loss_cls: 2.4184, loss: 2.4184, grad_norm: 2.6130 2021-01-26 01:07:22,128 - mmaction - INFO - Epoch [169][880/2147] lr: 5.286e-02, eta: 3 days, 15:12:07, time: 1.495, data_time: 0.005, memory: 16628, top1_acc: 0.4455, top5_acc: 0.7027, loss_cls: 2.3682, loss: 2.3682, grad_norm: 2.6717 2021-01-26 01:07:57,199 - mmaction - INFO - Epoch [169][900/2147] lr: 5.286e-02, eta: 3 days, 15:11:34, time: 1.754, data_time: 0.005, memory: 16628, top1_acc: 0.4353, top5_acc: 0.6884, loss_cls: 2.4705, loss: 2.4705, grad_norm: 2.6772 2021-01-26 01:08:27,322 - mmaction - INFO - Epoch [169][920/2147] lr: 5.286e-02, eta: 3 days, 15:10:59, time: 1.505, data_time: 0.006, memory: 16628, top1_acc: 0.4589, top5_acc: 0.6871, loss_cls: 2.4433, loss: 2.4433, grad_norm: 2.6972 2021-01-26 01:08:57,552 - mmaction - INFO - Epoch [169][940/2147] lr: 5.286e-02, eta: 3 days, 15:10:24, time: 1.510, data_time: 0.003, memory: 16628, top1_acc: 0.4522, top5_acc: 0.6839, loss_cls: 2.4497, loss: 2.4497, grad_norm: 2.7083 2021-01-26 01:09:26,668 - mmaction - INFO - Epoch [169][960/2147] lr: 5.286e-02, eta: 3 days, 15:09:48, time: 1.453, data_time: 0.006, memory: 16628, top1_acc: 0.4500, top5_acc: 0.7004, loss_cls: 2.3740, loss: 2.3740, grad_norm: 2.6956 2021-01-26 01:10:02,370 - mmaction - INFO - Epoch [169][980/2147] lr: 5.286e-02, eta: 3 days, 15:09:16, time: 1.790, data_time: 0.008, memory: 16628, top1_acc: 0.4625, top5_acc: 0.7094, loss_cls: 2.3390, loss: 2.3390, grad_norm: 2.6683 2021-01-26 01:10:33,065 - mmaction - INFO - Epoch [169][1000/2147] lr: 5.286e-02, eta: 3 days, 15:08:41, time: 1.526, data_time: 0.004, memory: 16628, top1_acc: 0.4580, top5_acc: 0.7049, loss_cls: 2.3911, loss: 2.3911, grad_norm: 2.7427 2021-01-26 01:11:02,280 - mmaction - INFO - Epoch [169][1020/2147] lr: 5.286e-02, eta: 3 days, 15:08:06, time: 1.462, data_time: 0.015, memory: 16628, top1_acc: 0.4549, top5_acc: 0.7040, loss_cls: 2.3593, loss: 2.3593, grad_norm: 2.6967 2021-01-26 01:11:37,529 - mmaction - INFO - Epoch [169][1040/2147] lr: 5.286e-02, eta: 3 days, 15:07:33, time: 1.767, data_time: 0.133, memory: 16628, top1_acc: 0.4513, top5_acc: 0.7022, loss_cls: 2.3987, loss: 2.3987, grad_norm: 2.6529 2021-01-26 01:12:06,612 - mmaction - INFO - Epoch [169][1060/2147] lr: 5.286e-02, eta: 3 days, 15:06:58, time: 1.456, data_time: 0.004, memory: 16628, top1_acc: 0.4518, top5_acc: 0.6879, loss_cls: 2.4327, loss: 2.4327, grad_norm: 2.7065 2021-01-26 01:12:40,773 - mmaction - INFO - Epoch [169][1080/2147] lr: 5.286e-02, eta: 3 days, 15:06:25, time: 1.702, data_time: 0.003, memory: 16628, top1_acc: 0.4741, top5_acc: 0.6955, loss_cls: 2.3930, loss: 2.3930, grad_norm: 2.6770 2021-01-26 01:13:10,785 - mmaction - INFO - Epoch [169][1100/2147] lr: 5.286e-02, eta: 3 days, 15:05:50, time: 1.506, data_time: 0.010, memory: 16628, top1_acc: 0.4540, top5_acc: 0.6973, loss_cls: 2.4137, loss: 2.4137, grad_norm: 2.6896 2021-01-26 01:13:39,137 - mmaction - INFO - Epoch [169][1120/2147] lr: 5.286e-02, eta: 3 days, 15:05:14, time: 1.418, data_time: 0.003, memory: 16628, top1_acc: 0.4567, top5_acc: 0.6987, loss_cls: 2.4109, loss: 2.4109, grad_norm: 2.6859 2021-01-26 01:14:09,072 - mmaction - INFO - Epoch [169][1140/2147] lr: 5.286e-02, eta: 3 days, 15:04:38, time: 1.495, data_time: 0.001, memory: 16628, top1_acc: 0.4429, top5_acc: 0.6902, loss_cls: 2.4370, loss: 2.4370, grad_norm: 2.7132 2021-01-26 01:14:38,864 - mmaction - INFO - Epoch [169][1160/2147] lr: 5.286e-02, eta: 3 days, 15:04:03, time: 1.491, data_time: 0.004, memory: 16628, top1_acc: 0.4522, top5_acc: 0.6799, loss_cls: 2.4554, loss: 2.4554, grad_norm: 2.7269 2021-01-26 01:15:09,963 - mmaction - INFO - Epoch [169][1180/2147] lr: 5.286e-02, eta: 3 days, 15:03:29, time: 1.545, data_time: 0.007, memory: 16628, top1_acc: 0.4652, top5_acc: 0.7031, loss_cls: 2.3843, loss: 2.3843, grad_norm: 2.6089 2021-01-26 01:15:40,508 - mmaction - INFO - Epoch [169][1200/2147] lr: 5.286e-02, eta: 3 days, 15:02:54, time: 1.526, data_time: 0.020, memory: 16628, top1_acc: 0.4411, top5_acc: 0.6871, loss_cls: 2.4573, loss: 2.4573, grad_norm: 2.6790 2021-01-26 01:16:13,455 - mmaction - INFO - Epoch [169][1220/2147] lr: 5.286e-02, eta: 3 days, 15:02:20, time: 1.650, data_time: 0.037, memory: 16628, top1_acc: 0.4598, top5_acc: 0.6991, loss_cls: 2.4218, loss: 2.4218, grad_norm: 2.6407 2021-01-26 01:16:44,937 - mmaction - INFO - Epoch [169][1240/2147] lr: 5.286e-02, eta: 3 days, 15:01:45, time: 1.550, data_time: 0.009, memory: 16628, top1_acc: 0.4411, top5_acc: 0.6839, loss_cls: 2.4465, loss: 2.4465, grad_norm: 2.7061 2021-01-26 01:17:13,186 - mmaction - INFO - Epoch [169][1260/2147] lr: 5.286e-02, eta: 3 days, 15:01:10, time: 1.442, data_time: 0.035, memory: 16628, top1_acc: 0.4643, top5_acc: 0.7080, loss_cls: 2.3604, loss: 2.3604, grad_norm: 2.6888 2021-01-26 01:17:41,646 - mmaction - INFO - Epoch [169][1280/2147] lr: 5.286e-02, eta: 3 days, 15:00:34, time: 1.425, data_time: 0.007, memory: 16628, top1_acc: 0.4656, top5_acc: 0.7022, loss_cls: 2.3791, loss: 2.3791, grad_norm: 2.7067 2021-01-26 01:18:11,355 - mmaction - INFO - Epoch [169][1300/2147] lr: 5.286e-02, eta: 3 days, 14:59:59, time: 1.486, data_time: 0.002, memory: 16628, top1_acc: 0.4406, top5_acc: 0.7013, loss_cls: 2.4096, loss: 2.4096, grad_norm: 2.7176 2021-01-26 01:18:43,357 - mmaction - INFO - Epoch [169][1320/2147] lr: 5.286e-02, eta: 3 days, 14:59:24, time: 1.597, data_time: 0.002, memory: 16628, top1_acc: 0.4549, top5_acc: 0.6964, loss_cls: 2.4018, loss: 2.4018, grad_norm: 2.6786 2021-01-26 01:19:14,019 - mmaction - INFO - Epoch [169][1340/2147] lr: 5.286e-02, eta: 3 days, 14:58:50, time: 1.535, data_time: 0.005, memory: 16628, top1_acc: 0.4612, top5_acc: 0.7022, loss_cls: 2.3862, loss: 2.3862, grad_norm: 2.7075 2021-01-26 01:19:43,406 - mmaction - INFO - Epoch [169][1360/2147] lr: 5.286e-02, eta: 3 days, 14:58:14, time: 1.471, data_time: 0.006, memory: 16628, top1_acc: 0.4473, top5_acc: 0.6987, loss_cls: 2.4533, loss: 2.4533, grad_norm: 2.7091 2021-01-26 01:20:17,115 - mmaction - INFO - Epoch [169][1380/2147] lr: 5.286e-02, eta: 3 days, 14:57:41, time: 1.682, data_time: 0.003, memory: 16628, top1_acc: 0.4442, top5_acc: 0.7089, loss_cls: 2.3951, loss: 2.3951, grad_norm: 2.7258 2021-01-26 01:20:45,570 - mmaction - INFO - Epoch [169][1400/2147] lr: 5.286e-02, eta: 3 days, 14:57:05, time: 1.425, data_time: 0.006, memory: 16628, top1_acc: 0.4406, top5_acc: 0.6884, loss_cls: 2.4563, loss: 2.4563, grad_norm: 2.7259 2021-01-26 01:21:14,182 - mmaction - INFO - Epoch [169][1420/2147] lr: 5.286e-02, eta: 3 days, 14:56:29, time: 1.429, data_time: 0.005, memory: 16628, top1_acc: 0.4375, top5_acc: 0.6839, loss_cls: 2.4596, loss: 2.4596, grad_norm: 2.6980 2021-01-26 01:21:46,834 - mmaction - INFO - Epoch [169][1440/2147] lr: 5.286e-02, eta: 3 days, 14:55:54, time: 1.501, data_time: 0.021, memory: 16628, top1_acc: 0.4330, top5_acc: 0.6893, loss_cls: 2.4695, loss: 2.4695, grad_norm: 2.6385 2021-01-26 01:22:15,385 - mmaction - INFO - Epoch [169][1460/2147] lr: 5.286e-02, eta: 3 days, 14:55:20, time: 1.561, data_time: 0.137, memory: 16628, top1_acc: 0.4629, top5_acc: 0.7076, loss_cls: 2.3659, loss: 2.3659, grad_norm: 2.6213 2021-01-26 01:22:45,545 - mmaction - INFO - Epoch [169][1480/2147] lr: 5.286e-02, eta: 3 days, 14:54:44, time: 1.502, data_time: 0.003, memory: 16628, top1_acc: 0.4304, top5_acc: 0.6893, loss_cls: 2.4883, loss: 2.4883, grad_norm: 2.6931 2021-01-26 01:23:16,074 - mmaction - INFO - Epoch [169][1500/2147] lr: 5.286e-02, eta: 3 days, 14:54:10, time: 1.531, data_time: 0.009, memory: 16628, top1_acc: 0.4487, top5_acc: 0.6866, loss_cls: 2.4954, loss: 2.4954, grad_norm: 2.6904 2021-01-26 01:23:46,916 - mmaction - INFO - Epoch [169][1520/2147] lr: 5.286e-02, eta: 3 days, 14:53:35, time: 1.536, data_time: 0.004, memory: 16628, top1_acc: 0.4558, top5_acc: 0.6991, loss_cls: 2.3874, loss: 2.3874, grad_norm: 2.6739 2021-01-26 01:24:17,629 - mmaction - INFO - Epoch [169][1540/2147] lr: 5.286e-02, eta: 3 days, 14:53:00, time: 1.537, data_time: 0.014, memory: 16628, top1_acc: 0.4402, top5_acc: 0.6978, loss_cls: 2.4410, loss: 2.4410, grad_norm: 2.7720 2021-01-26 01:24:45,886 - mmaction - INFO - Epoch [169][1560/2147] lr: 5.286e-02, eta: 3 days, 14:52:24, time: 1.418, data_time: 0.009, memory: 16628, top1_acc: 0.4460, top5_acc: 0.6920, loss_cls: 2.4420, loss: 2.4420, grad_norm: 2.7042 2021-01-26 01:25:19,681 - mmaction - INFO - Epoch [169][1580/2147] lr: 5.286e-02, eta: 3 days, 14:51:51, time: 1.681, data_time: 0.012, memory: 16628, top1_acc: 0.4616, top5_acc: 0.7018, loss_cls: 2.4543, loss: 2.4543, grad_norm: 2.7326 2021-01-26 01:25:48,190 - mmaction - INFO - Epoch [169][1600/2147] lr: 5.286e-02, eta: 3 days, 14:51:15, time: 1.436, data_time: 0.014, memory: 16628, top1_acc: 0.4482, top5_acc: 0.6884, loss_cls: 2.4061, loss: 2.4061, grad_norm: 2.7466 2021-01-26 01:26:18,563 - mmaction - INFO - Epoch [169][1620/2147] lr: 5.286e-02, eta: 3 days, 14:50:40, time: 1.511, data_time: 0.011, memory: 16628, top1_acc: 0.4429, top5_acc: 0.6946, loss_cls: 2.4098, loss: 2.4098, grad_norm: 2.7364 2021-01-26 01:26:55,108 - mmaction - INFO - Epoch [169][1640/2147] lr: 5.286e-02, eta: 3 days, 14:50:08, time: 1.836, data_time: 0.011, memory: 16628, top1_acc: 0.4455, top5_acc: 0.7022, loss_cls: 2.4353, loss: 2.4353, grad_norm: 2.7355 2021-01-26 01:27:24,962 - mmaction - INFO - Epoch [169][1660/2147] lr: 5.286e-02, eta: 3 days, 14:49:33, time: 1.493, data_time: 0.002, memory: 16628, top1_acc: 0.4634, top5_acc: 0.6848, loss_cls: 2.4707, loss: 2.4707, grad_norm: 2.7047 2021-01-26 01:27:53,586 - mmaction - INFO - Epoch [169][1680/2147] lr: 5.286e-02, eta: 3 days, 14:48:57, time: 1.431, data_time: 0.002, memory: 16628, top1_acc: 0.4388, top5_acc: 0.6982, loss_cls: 2.4592, loss: 2.4592, grad_norm: 2.6981 2021-01-26 01:28:25,076 - mmaction - INFO - Epoch [169][1700/2147] lr: 5.286e-02, eta: 3 days, 14:48:23, time: 1.573, data_time: 0.069, memory: 16628, top1_acc: 0.4554, top5_acc: 0.6960, loss_cls: 2.4286, loss: 2.4286, grad_norm: 2.7249 2021-01-26 01:28:53,872 - mmaction - INFO - Epoch [169][1720/2147] lr: 5.286e-02, eta: 3 days, 14:47:47, time: 1.442, data_time: 0.006, memory: 16628, top1_acc: 0.4384, top5_acc: 0.6830, loss_cls: 2.5105, loss: 2.5105, grad_norm: 2.7326 2021-01-26 01:29:26,334 - mmaction - INFO - Epoch [169][1740/2147] lr: 5.286e-02, eta: 3 days, 14:47:13, time: 1.622, data_time: 0.002, memory: 16628, top1_acc: 0.4375, top5_acc: 0.6862, loss_cls: 2.4385, loss: 2.4385, grad_norm: 2.6639 2021-01-26 01:29:54,503 - mmaction - INFO - Epoch [169][1760/2147] lr: 5.286e-02, eta: 3 days, 14:46:37, time: 1.409, data_time: 0.004, memory: 16628, top1_acc: 0.4496, top5_acc: 0.6866, loss_cls: 2.4291, loss: 2.4291, grad_norm: 2.6748 2021-01-26 01:30:22,903 - mmaction - INFO - Epoch [169][1780/2147] lr: 5.286e-02, eta: 3 days, 14:46:01, time: 1.420, data_time: 0.002, memory: 16628, top1_acc: 0.4594, top5_acc: 0.6830, loss_cls: 2.4324, loss: 2.4324, grad_norm: 2.6216 2021-01-26 01:30:53,502 - mmaction - INFO - Epoch [169][1800/2147] lr: 5.286e-02, eta: 3 days, 14:45:27, time: 1.530, data_time: 0.007, memory: 16628, top1_acc: 0.4478, top5_acc: 0.6937, loss_cls: 2.4550, loss: 2.4550, grad_norm: 2.7568 2021-01-26 01:31:23,420 - mmaction - INFO - Epoch [169][1820/2147] lr: 5.286e-02, eta: 3 days, 14:44:51, time: 1.495, data_time: 0.005, memory: 16628, top1_acc: 0.4567, top5_acc: 0.7045, loss_cls: 2.4077, loss: 2.4077, grad_norm: 2.7257 2021-01-26 01:31:56,826 - mmaction - INFO - Epoch [169][1840/2147] lr: 5.286e-02, eta: 3 days, 14:44:18, time: 1.671, data_time: 0.003, memory: 16628, top1_acc: 0.4388, top5_acc: 0.6839, loss_cls: 2.4846, loss: 2.4846, grad_norm: 2.7314 2021-01-26 01:32:27,662 - mmaction - INFO - Epoch [169][1860/2147] lr: 5.286e-02, eta: 3 days, 14:43:43, time: 1.540, data_time: 0.002, memory: 16628, top1_acc: 0.4518, top5_acc: 0.6902, loss_cls: 2.4678, loss: 2.4678, grad_norm: 2.6691 2021-01-26 01:32:57,253 - mmaction - INFO - Epoch [169][1880/2147] lr: 5.286e-02, eta: 3 days, 14:43:08, time: 1.481, data_time: 0.005, memory: 16628, top1_acc: 0.4638, top5_acc: 0.7022, loss_cls: 2.4083, loss: 2.4083, grad_norm: 2.6678 2021-01-26 01:33:25,522 - mmaction - INFO - Epoch [169][1900/2147] lr: 5.286e-02, eta: 3 days, 14:42:32, time: 1.414, data_time: 0.003, memory: 16628, top1_acc: 0.4509, top5_acc: 0.7067, loss_cls: 2.3966, loss: 2.3966, grad_norm: 2.6699 2021-01-26 01:33:55,466 - mmaction - INFO - Epoch [169][1920/2147] lr: 5.286e-02, eta: 3 days, 14:41:57, time: 1.496, data_time: 0.007, memory: 16628, top1_acc: 0.4478, top5_acc: 0.6991, loss_cls: 2.4027, loss: 2.4027, grad_norm: 2.7364 2021-01-26 01:34:28,734 - mmaction - INFO - Epoch [169][1940/2147] lr: 5.286e-02, eta: 3 days, 14:41:23, time: 1.660, data_time: 0.005, memory: 16628, top1_acc: 0.4589, top5_acc: 0.6969, loss_cls: 2.3886, loss: 2.3886, grad_norm: 2.7448 2021-01-26 01:35:05,267 - mmaction - INFO - Epoch [169][1960/2147] lr: 5.286e-02, eta: 3 days, 14:40:52, time: 1.829, data_time: 0.011, memory: 16628, top1_acc: 0.4397, top5_acc: 0.6839, loss_cls: 2.4703, loss: 2.4703, grad_norm: 2.7241 2021-01-26 01:35:34,327 - mmaction - INFO - Epoch [169][1980/2147] lr: 5.286e-02, eta: 3 days, 14:40:16, time: 1.451, data_time: 0.004, memory: 16628, top1_acc: 0.4420, top5_acc: 0.6933, loss_cls: 2.4421, loss: 2.4421, grad_norm: 2.7098 2021-01-26 01:36:04,711 - mmaction - INFO - Epoch [169][2000/2147] lr: 5.286e-02, eta: 3 days, 14:39:41, time: 1.523, data_time: 0.007, memory: 16628, top1_acc: 0.4594, top5_acc: 0.6996, loss_cls: 2.3853, loss: 2.3853, grad_norm: 2.6634 2021-01-26 01:36:35,073 - mmaction - INFO - Epoch [169][2020/2147] lr: 5.286e-02, eta: 3 days, 14:39:06, time: 1.520, data_time: 0.009, memory: 16628, top1_acc: 0.4353, top5_acc: 0.6969, loss_cls: 2.4487, loss: 2.4487, grad_norm: 2.7424 2021-01-26 01:37:05,413 - mmaction - INFO - Epoch [169][2040/2147] lr: 5.286e-02, eta: 3 days, 14:38:31, time: 1.516, data_time: 0.002, memory: 16628, top1_acc: 0.4304, top5_acc: 0.6844, loss_cls: 2.4618, loss: 2.4618, grad_norm: 2.6867 2021-01-26 01:37:35,614 - mmaction - INFO - Epoch [169][2060/2147] lr: 5.286e-02, eta: 3 days, 14:37:56, time: 1.511, data_time: 0.007, memory: 16628, top1_acc: 0.4567, top5_acc: 0.6964, loss_cls: 2.4249, loss: 2.4249, grad_norm: 2.7313 2021-01-26 01:38:14,400 - mmaction - INFO - Epoch [169][2080/2147] lr: 5.286e-02, eta: 3 days, 14:37:26, time: 1.939, data_time: 0.001, memory: 16628, top1_acc: 0.4496, top5_acc: 0.7036, loss_cls: 2.4228, loss: 2.4228, grad_norm: 2.7283 2021-01-26 01:38:42,619 - mmaction - INFO - Epoch [169][2100/2147] lr: 5.286e-02, eta: 3 days, 14:36:50, time: 1.411, data_time: 0.002, memory: 16628, top1_acc: 0.4335, top5_acc: 0.6759, loss_cls: 2.5713, loss: 2.5713, grad_norm: 2.7374 2021-01-26 01:39:12,305 - mmaction - INFO - Epoch [169][2120/2147] lr: 5.286e-02, eta: 3 days, 14:36:14, time: 1.480, data_time: 0.009, memory: 16628, top1_acc: 0.4496, top5_acc: 0.6933, loss_cls: 2.4322, loss: 2.4322, grad_norm: 2.6394 2021-01-26 01:39:43,497 - mmaction - INFO - Epoch [169][2140/2147] lr: 5.286e-02, eta: 3 days, 14:35:40, time: 1.560, data_time: 0.015, memory: 16628, top1_acc: 0.4371, top5_acc: 0.6786, loss_cls: 2.4892, loss: 2.4892, grad_norm: 2.6755 2021-01-26 01:45:32,956 - mmaction - INFO - Epoch [170][20/2147] lr: 5.178e-02, eta: 3 days, 14:37:17, time: 16.103, data_time: 14.539, memory: 16628, top1_acc: 0.4710, top5_acc: 0.7049, loss_cls: 2.3528, loss: 2.3528, grad_norm: 2.6910 2021-01-26 01:46:02,744 - mmaction - INFO - Epoch [170][40/2147] lr: 5.178e-02, eta: 3 days, 14:36:42, time: 1.491, data_time: 0.007, memory: 16628, top1_acc: 0.4437, top5_acc: 0.7000, loss_cls: 2.4458, loss: 2.4458, grad_norm: 2.7219 2021-01-26 01:46:32,667 - mmaction - INFO - Epoch [170][60/2147] lr: 5.178e-02, eta: 3 days, 14:36:07, time: 1.496, data_time: 0.006, memory: 16628, top1_acc: 0.4379, top5_acc: 0.7031, loss_cls: 2.3810, loss: 2.3810, grad_norm: 2.7218 2021-01-26 01:47:03,884 - mmaction - INFO - Epoch [170][80/2147] lr: 5.178e-02, eta: 3 days, 14:35:32, time: 1.562, data_time: 0.105, memory: 16628, top1_acc: 0.4500, top5_acc: 0.6969, loss_cls: 2.4103, loss: 2.4103, grad_norm: 2.6720 2021-01-26 01:47:33,521 - mmaction - INFO - Epoch [170][100/2147] lr: 5.178e-02, eta: 3 days, 14:34:57, time: 1.482, data_time: 0.003, memory: 16628, top1_acc: 0.4696, top5_acc: 0.6955, loss_cls: 2.3864, loss: 2.3864, grad_norm: 2.6283 2021-01-26 01:48:03,783 - mmaction - INFO - Epoch [170][120/2147] lr: 5.178e-02, eta: 3 days, 14:34:22, time: 1.514, data_time: 0.002, memory: 16628, top1_acc: 0.4603, top5_acc: 0.7067, loss_cls: 2.3973, loss: 2.3973, grad_norm: 2.6877 2021-01-26 01:48:34,634 - mmaction - INFO - Epoch [170][140/2147] lr: 5.178e-02, eta: 3 days, 14:33:47, time: 1.540, data_time: 0.004, memory: 16628, top1_acc: 0.4402, top5_acc: 0.6826, loss_cls: 2.4918, loss: 2.4918, grad_norm: 2.7877 2021-01-26 01:49:03,786 - mmaction - INFO - Epoch [170][160/2147] lr: 5.178e-02, eta: 3 days, 14:33:12, time: 1.458, data_time: 0.007, memory: 16628, top1_acc: 0.4576, top5_acc: 0.7049, loss_cls: 2.3392, loss: 2.3392, grad_norm: 2.7312 2021-01-26 01:49:32,401 - mmaction - INFO - Epoch [170][180/2147] lr: 5.178e-02, eta: 3 days, 14:32:36, time: 1.430, data_time: 0.005, memory: 16628, top1_acc: 0.4571, top5_acc: 0.7062, loss_cls: 2.3941, loss: 2.3941, grad_norm: 2.6521 2021-01-26 01:50:07,974 - mmaction - INFO - Epoch [170][200/2147] lr: 5.178e-02, eta: 3 days, 14:32:04, time: 1.778, data_time: 0.005, memory: 16628, top1_acc: 0.4772, top5_acc: 0.7116, loss_cls: 2.3538, loss: 2.3538, grad_norm: 2.7060 2021-01-26 01:50:37,771 - mmaction - INFO - Epoch [170][220/2147] lr: 5.178e-02, eta: 3 days, 14:31:28, time: 1.494, data_time: 0.009, memory: 16628, top1_acc: 0.4661, top5_acc: 0.7000, loss_cls: 2.3935, loss: 2.3935, grad_norm: 2.7035 2021-01-26 01:51:06,978 - mmaction - INFO - Epoch [170][240/2147] lr: 5.178e-02, eta: 3 days, 14:30:53, time: 1.460, data_time: 0.003, memory: 16628, top1_acc: 0.4665, top5_acc: 0.7031, loss_cls: 2.3719, loss: 2.3719, grad_norm: 2.7918 2021-01-26 01:51:46,436 - mmaction - INFO - Epoch [170][260/2147] lr: 5.178e-02, eta: 3 days, 14:30:22, time: 1.904, data_time: 0.002, memory: 16628, top1_acc: 0.4415, top5_acc: 0.6879, loss_cls: 2.4733, loss: 2.4733, grad_norm: 2.7835 2021-01-26 01:52:14,755 - mmaction - INFO - Epoch [170][280/2147] lr: 5.178e-02, eta: 3 days, 14:29:47, time: 1.485, data_time: 0.074, memory: 16628, top1_acc: 0.4500, top5_acc: 0.6915, loss_cls: 2.4584, loss: 2.4584, grad_norm: 2.6988 2021-01-26 01:52:43,670 - mmaction - INFO - Epoch [170][300/2147] lr: 5.178e-02, eta: 3 days, 14:29:11, time: 1.441, data_time: 0.003, memory: 16628, top1_acc: 0.4607, top5_acc: 0.7076, loss_cls: 2.3985, loss: 2.3985, grad_norm: 2.7477 2021-01-26 01:53:14,759 - mmaction - INFO - Epoch [170][320/2147] lr: 5.178e-02, eta: 3 days, 14:28:36, time: 1.558, data_time: 0.008, memory: 16628, top1_acc: 0.4661, top5_acc: 0.6996, loss_cls: 2.3512, loss: 2.3512, grad_norm: 2.7814 2021-01-26 01:53:44,519 - mmaction - INFO - Epoch [170][340/2147] lr: 5.178e-02, eta: 3 days, 14:28:01, time: 1.485, data_time: 0.002, memory: 16628, top1_acc: 0.4665, top5_acc: 0.7022, loss_cls: 2.3854, loss: 2.3854, grad_norm: 2.6488 2021-01-26 01:54:13,951 - mmaction - INFO - Epoch [170][360/2147] lr: 5.178e-02, eta: 3 days, 14:27:26, time: 1.465, data_time: 0.009, memory: 16628, top1_acc: 0.4446, top5_acc: 0.6866, loss_cls: 2.4234, loss: 2.4234, grad_norm: 2.6791 2021-01-26 01:54:42,355 - mmaction - INFO - Epoch [170][380/2147] lr: 5.178e-02, eta: 3 days, 14:26:50, time: 1.429, data_time: 0.014, memory: 16628, top1_acc: 0.4607, top5_acc: 0.6906, loss_cls: 2.4198, loss: 2.4198, grad_norm: 2.7565 2021-01-26 01:55:12,949 - mmaction - INFO - Epoch [170][400/2147] lr: 5.178e-02, eta: 3 days, 14:26:15, time: 1.529, data_time: 0.002, memory: 16628, top1_acc: 0.4616, top5_acc: 0.6982, loss_cls: 2.3985, loss: 2.3985, grad_norm: 2.7244 2021-01-26 01:55:42,913 - mmaction - INFO - Epoch [170][420/2147] lr: 5.178e-02, eta: 3 days, 14:25:40, time: 1.497, data_time: 0.005, memory: 16628, top1_acc: 0.4478, top5_acc: 0.6969, loss_cls: 2.4365, loss: 2.4365, grad_norm: 2.7379 2021-01-26 01:56:12,933 - mmaction - INFO - Epoch [170][440/2147] lr: 5.178e-02, eta: 3 days, 14:25:05, time: 1.503, data_time: 0.006, memory: 16628, top1_acc: 0.4598, top5_acc: 0.6996, loss_cls: 2.3616, loss: 2.3616, grad_norm: 2.7466 2021-01-26 01:56:48,878 - mmaction - INFO - Epoch [170][460/2147] lr: 5.178e-02, eta: 3 days, 14:24:33, time: 1.798, data_time: 0.002, memory: 16628, top1_acc: 0.4594, top5_acc: 0.7027, loss_cls: 2.3968, loss: 2.3968, grad_norm: 2.7250 2021-01-26 01:57:18,941 - mmaction - INFO - Epoch [170][480/2147] lr: 5.178e-02, eta: 3 days, 14:23:57, time: 1.504, data_time: 0.002, memory: 16628, top1_acc: 0.4478, top5_acc: 0.6964, loss_cls: 2.4284, loss: 2.4284, grad_norm: 2.7077 2021-01-26 01:57:48,872 - mmaction - INFO - Epoch [170][500/2147] lr: 5.178e-02, eta: 3 days, 14:23:22, time: 1.496, data_time: 0.005, memory: 16628, top1_acc: 0.4661, top5_acc: 0.7170, loss_cls: 2.3111, loss: 2.3111, grad_norm: 2.6620 2021-01-26 01:58:23,056 - mmaction - INFO - Epoch [170][520/2147] lr: 5.178e-02, eta: 3 days, 14:22:49, time: 1.709, data_time: 0.154, memory: 16628, top1_acc: 0.4393, top5_acc: 0.6826, loss_cls: 2.4545, loss: 2.4545, grad_norm: 2.7745 2021-01-26 01:58:53,323 - mmaction - INFO - Epoch [170][540/2147] lr: 5.178e-02, eta: 3 days, 14:22:14, time: 1.514, data_time: 0.005, memory: 16628, top1_acc: 0.4527, top5_acc: 0.7085, loss_cls: 2.4035, loss: 2.4035, grad_norm: 2.7389 2021-01-26 01:59:22,342 - mmaction - INFO - Epoch [170][560/2147] lr: 5.178e-02, eta: 3 days, 14:21:39, time: 1.452, data_time: 0.002, memory: 16628, top1_acc: 0.4674, top5_acc: 0.7116, loss_cls: 2.3818, loss: 2.3818, grad_norm: 2.7103 2021-01-26 01:59:50,667 - mmaction - INFO - Epoch [170][580/2147] lr: 5.178e-02, eta: 3 days, 14:21:03, time: 1.415, data_time: 0.002, memory: 16628, top1_acc: 0.4621, top5_acc: 0.7045, loss_cls: 2.3577, loss: 2.3577, grad_norm: 2.7434 2021-01-26 02:00:20,760 - mmaction - INFO - Epoch [170][600/2147] lr: 5.178e-02, eta: 3 days, 14:20:28, time: 1.500, data_time: 0.009, memory: 16628, top1_acc: 0.4576, top5_acc: 0.7080, loss_cls: 2.3687, loss: 2.3687, grad_norm: 2.7921 2021-01-26 02:00:52,937 - mmaction - INFO - Epoch [170][620/2147] lr: 5.178e-02, eta: 3 days, 14:19:54, time: 1.615, data_time: 0.018, memory: 16628, top1_acc: 0.4719, top5_acc: 0.7058, loss_cls: 2.3638, loss: 2.3638, grad_norm: 2.7046 2021-01-26 02:01:21,280 - mmaction - INFO - Epoch [170][640/2147] lr: 5.178e-02, eta: 3 days, 14:19:18, time: 1.417, data_time: 0.003, memory: 16628, top1_acc: 0.4607, top5_acc: 0.7013, loss_cls: 2.3794, loss: 2.3794, grad_norm: 2.6502 2021-01-26 02:01:55,086 - mmaction - INFO - Epoch [170][660/2147] lr: 5.178e-02, eta: 3 days, 14:18:44, time: 1.687, data_time: 0.010, memory: 16628, top1_acc: 0.4402, top5_acc: 0.6862, loss_cls: 2.4649, loss: 2.4649, grad_norm: 2.7597 2021-01-26 02:02:24,320 - mmaction - INFO - Epoch [170][680/2147] lr: 5.178e-02, eta: 3 days, 14:18:09, time: 1.465, data_time: 0.006, memory: 16628, top1_acc: 0.4393, top5_acc: 0.7040, loss_cls: 2.4163, loss: 2.4163, grad_norm: 2.7481 2021-01-26 02:02:52,749 - mmaction - INFO - Epoch [170][700/2147] lr: 5.178e-02, eta: 3 days, 14:17:33, time: 1.421, data_time: 0.005, memory: 16628, top1_acc: 0.4482, top5_acc: 0.6933, loss_cls: 2.4137, loss: 2.4137, grad_norm: 2.7247 2021-01-26 02:03:20,900 - mmaction - INFO - Epoch [170][720/2147] lr: 5.178e-02, eta: 3 days, 14:16:57, time: 1.407, data_time: 0.004, memory: 16628, top1_acc: 0.4629, top5_acc: 0.6946, loss_cls: 2.4162, loss: 2.4162, grad_norm: 2.6943 2021-01-26 02:03:49,719 - mmaction - INFO - Epoch [170][740/2147] lr: 5.178e-02, eta: 3 days, 14:16:21, time: 1.441, data_time: 0.008, memory: 16628, top1_acc: 0.4571, top5_acc: 0.6897, loss_cls: 2.4276, loss: 2.4276, grad_norm: 2.6797 2021-01-26 02:04:18,362 - mmaction - INFO - Epoch [170][760/2147] lr: 5.178e-02, eta: 3 days, 14:15:45, time: 1.431, data_time: 0.004, memory: 16628, top1_acc: 0.4460, top5_acc: 0.6929, loss_cls: 2.4848, loss: 2.4848, grad_norm: 2.8244 2021-01-26 02:04:49,169 - mmaction - INFO - Epoch [170][780/2147] lr: 5.178e-02, eta: 3 days, 14:15:11, time: 1.541, data_time: 0.007, memory: 16628, top1_acc: 0.4478, top5_acc: 0.6795, loss_cls: 2.4639, loss: 2.4639, grad_norm: 2.7252 2021-01-26 02:05:19,278 - mmaction - INFO - Epoch [170][800/2147] lr: 5.178e-02, eta: 3 days, 14:14:36, time: 1.503, data_time: 0.002, memory: 16628, top1_acc: 0.4607, top5_acc: 0.7027, loss_cls: 2.3936, loss: 2.3936, grad_norm: 2.7290 2021-01-26 02:05:50,089 - mmaction - INFO - Epoch [170][820/2147] lr: 5.178e-02, eta: 3 days, 14:14:01, time: 1.543, data_time: 0.005, memory: 16628, top1_acc: 0.4540, top5_acc: 0.6781, loss_cls: 2.4843, loss: 2.4843, grad_norm: 2.6942 2021-01-26 02:06:20,941 - mmaction - INFO - Epoch [170][840/2147] lr: 5.178e-02, eta: 3 days, 14:13:26, time: 1.540, data_time: 0.002, memory: 16628, top1_acc: 0.4482, top5_acc: 0.7085, loss_cls: 2.3830, loss: 2.3830, grad_norm: 2.6926 2021-01-26 02:06:53,654 - mmaction - INFO - Epoch [170][860/2147] lr: 5.178e-02, eta: 3 days, 14:12:53, time: 1.637, data_time: 0.007, memory: 16628, top1_acc: 0.4625, top5_acc: 0.6946, loss_cls: 2.3881, loss: 2.3881, grad_norm: 2.7058 2021-01-26 02:07:24,284 - mmaction - INFO - Epoch [170][880/2147] lr: 5.178e-02, eta: 3 days, 14:12:18, time: 1.529, data_time: 0.004, memory: 16628, top1_acc: 0.4348, top5_acc: 0.6915, loss_cls: 2.4444, loss: 2.4444, grad_norm: 2.7134 2021-01-26 02:07:52,895 - mmaction - INFO - Epoch [170][900/2147] lr: 5.178e-02, eta: 3 days, 14:11:42, time: 1.433, data_time: 0.007, memory: 16628, top1_acc: 0.4670, top5_acc: 0.7129, loss_cls: 2.3061, loss: 2.3061, grad_norm: 2.6683 2021-01-26 02:08:23,556 - mmaction - INFO - Epoch [170][920/2147] lr: 5.178e-02, eta: 3 days, 14:11:07, time: 1.535, data_time: 0.005, memory: 16628, top1_acc: 0.4545, top5_acc: 0.6920, loss_cls: 2.4313, loss: 2.4313, grad_norm: 2.7097 2021-01-26 02:08:52,002 - mmaction - INFO - Epoch [170][940/2147] lr: 5.178e-02, eta: 3 days, 14:10:31, time: 1.417, data_time: 0.007, memory: 16628, top1_acc: 0.4580, top5_acc: 0.6969, loss_cls: 2.3996, loss: 2.3996, grad_norm: 2.7346 2021-01-26 02:09:23,719 - mmaction - INFO - Epoch [170][960/2147] lr: 5.178e-02, eta: 3 days, 14:09:57, time: 1.583, data_time: 0.011, memory: 16628, top1_acc: 0.4728, top5_acc: 0.7165, loss_cls: 2.3214, loss: 2.3214, grad_norm: 2.7109 2021-01-26 02:10:02,324 - mmaction - INFO - Epoch [170][980/2147] lr: 5.178e-02, eta: 3 days, 14:09:26, time: 1.916, data_time: 0.010, memory: 16628, top1_acc: 0.4692, top5_acc: 0.7161, loss_cls: 2.3411, loss: 2.3411, grad_norm: 2.7011 2021-01-26 02:10:34,950 - mmaction - INFO - Epoch [170][1000/2147] lr: 5.178e-02, eta: 3 days, 14:08:52, time: 1.653, data_time: 0.029, memory: 16628, top1_acc: 0.4411, top5_acc: 0.6902, loss_cls: 2.4227, loss: 2.4227, grad_norm: 2.7581 2021-01-26 02:11:05,619 - mmaction - INFO - Epoch [170][1020/2147] lr: 5.178e-02, eta: 3 days, 14:08:18, time: 1.529, data_time: 0.001, memory: 16628, top1_acc: 0.4491, top5_acc: 0.7067, loss_cls: 2.4112, loss: 2.4112, grad_norm: 2.6874 2021-01-26 02:11:37,685 - mmaction - INFO - Epoch [170][1040/2147] lr: 5.178e-02, eta: 3 days, 14:07:44, time: 1.605, data_time: 0.009, memory: 16628, top1_acc: 0.4482, top5_acc: 0.6857, loss_cls: 2.4773, loss: 2.4773, grad_norm: 2.7372 2021-01-26 02:12:15,745 - mmaction - INFO - Epoch [170][1060/2147] lr: 5.178e-02, eta: 3 days, 14:07:13, time: 1.906, data_time: 0.005, memory: 16628, top1_acc: 0.4562, top5_acc: 0.6969, loss_cls: 2.4484, loss: 2.4484, grad_norm: 2.7157 2021-01-26 02:12:48,708 - mmaction - INFO - Epoch [170][1080/2147] lr: 5.178e-02, eta: 3 days, 14:06:39, time: 1.648, data_time: 0.002, memory: 16628, top1_acc: 0.4504, top5_acc: 0.7112, loss_cls: 2.4010, loss: 2.4010, grad_norm: 2.7626 2021-01-26 02:13:20,125 - mmaction - INFO - Epoch [170][1100/2147] lr: 5.178e-02, eta: 3 days, 14:06:05, time: 1.569, data_time: 0.006, memory: 16628, top1_acc: 0.4522, top5_acc: 0.7049, loss_cls: 2.4058, loss: 2.4058, grad_norm: 2.7416 2021-01-26 02:13:48,919 - mmaction - INFO - Epoch [170][1120/2147] lr: 5.178e-02, eta: 3 days, 14:05:29, time: 1.436, data_time: 0.013, memory: 16628, top1_acc: 0.4705, top5_acc: 0.7036, loss_cls: 2.3716, loss: 2.3716, grad_norm: 2.6684 2021-01-26 02:14:17,252 - mmaction - INFO - Epoch [170][1140/2147] lr: 5.178e-02, eta: 3 days, 14:04:53, time: 1.422, data_time: 0.007, memory: 16628, top1_acc: 0.4460, top5_acc: 0.6987, loss_cls: 2.4241, loss: 2.4241, grad_norm: 2.8031 2021-01-26 02:14:50,698 - mmaction - INFO - Epoch [170][1160/2147] lr: 5.178e-02, eta: 3 days, 14:04:20, time: 1.671, data_time: 0.002, memory: 16628, top1_acc: 0.4638, top5_acc: 0.7179, loss_cls: 2.3218, loss: 2.3218, grad_norm: 2.6968 2021-01-26 02:15:19,095 - mmaction - INFO - Epoch [170][1180/2147] lr: 5.178e-02, eta: 3 days, 14:03:44, time: 1.421, data_time: 0.002, memory: 16628, top1_acc: 0.4683, top5_acc: 0.7071, loss_cls: 2.3233, loss: 2.3233, grad_norm: 2.7464 2021-01-26 02:15:49,038 - mmaction - INFO - Epoch [170][1200/2147] lr: 5.178e-02, eta: 3 days, 14:03:09, time: 1.496, data_time: 0.003, memory: 16628, top1_acc: 0.4607, top5_acc: 0.6893, loss_cls: 2.4286, loss: 2.4286, grad_norm: 2.6927 2021-01-26 02:16:18,438 - mmaction - INFO - Epoch [170][1220/2147] lr: 5.178e-02, eta: 3 days, 14:02:33, time: 1.464, data_time: 0.006, memory: 16628, top1_acc: 0.4446, top5_acc: 0.6942, loss_cls: 2.3815, loss: 2.3815, grad_norm: 2.7187 2021-01-26 02:16:54,814 - mmaction - INFO - Epoch [170][1240/2147] lr: 5.178e-02, eta: 3 days, 14:02:01, time: 1.818, data_time: 0.015, memory: 16628, top1_acc: 0.4478, top5_acc: 0.6906, loss_cls: 2.4369, loss: 2.4369, grad_norm: 2.7035 2021-01-26 02:17:25,535 - mmaction - INFO - Epoch [170][1260/2147] lr: 5.178e-02, eta: 3 days, 14:01:26, time: 1.538, data_time: 0.031, memory: 16628, top1_acc: 0.4522, top5_acc: 0.7004, loss_cls: 2.3861, loss: 2.3861, grad_norm: 2.7064 2021-01-26 02:18:07,973 - mmaction - INFO - Epoch [170][1280/2147] lr: 5.178e-02, eta: 3 days, 14:00:58, time: 2.125, data_time: 0.008, memory: 16628, top1_acc: 0.4482, top5_acc: 0.6937, loss_cls: 2.4246, loss: 2.4246, grad_norm: 2.7316 2021-01-26 02:18:36,379 - mmaction - INFO - Epoch [170][1300/2147] lr: 5.178e-02, eta: 3 days, 14:00:22, time: 1.423, data_time: 0.007, memory: 16628, top1_acc: 0.4424, top5_acc: 0.6839, loss_cls: 2.4573, loss: 2.4573, grad_norm: 2.6824 2021-01-26 02:19:04,777 - mmaction - INFO - Epoch [170][1320/2147] lr: 5.178e-02, eta: 3 days, 13:59:46, time: 1.421, data_time: 0.005, memory: 16628, top1_acc: 0.4746, top5_acc: 0.7308, loss_cls: 2.2935, loss: 2.2935, grad_norm: 2.7115 2021-01-26 02:19:33,016 - mmaction - INFO - Epoch [170][1340/2147] lr: 5.178e-02, eta: 3 days, 13:59:10, time: 1.410, data_time: 0.002, memory: 16628, top1_acc: 0.4491, top5_acc: 0.6960, loss_cls: 2.4247, loss: 2.4247, grad_norm: 2.7522 2021-01-26 02:20:02,307 - mmaction - INFO - Epoch [170][1360/2147] lr: 5.178e-02, eta: 3 days, 13:58:34, time: 1.461, data_time: 0.005, memory: 16628, top1_acc: 0.4670, top5_acc: 0.7040, loss_cls: 2.3321, loss: 2.3321, grad_norm: 2.6451 2021-01-26 02:20:33,834 - mmaction - INFO - Epoch [170][1380/2147] lr: 5.178e-02, eta: 3 days, 13:58:00, time: 1.582, data_time: 0.016, memory: 16628, top1_acc: 0.4643, top5_acc: 0.7107, loss_cls: 2.3379, loss: 2.3379, grad_norm: 2.7305 2021-01-26 02:21:03,711 - mmaction - INFO - Epoch [170][1400/2147] lr: 5.178e-02, eta: 3 days, 13:57:25, time: 1.494, data_time: 0.003, memory: 16628, top1_acc: 0.4679, top5_acc: 0.6978, loss_cls: 2.3818, loss: 2.3818, grad_norm: 2.7268 2021-01-26 02:21:36,310 - mmaction - INFO - Epoch [170][1420/2147] lr: 5.178e-02, eta: 3 days, 13:56:51, time: 1.628, data_time: 0.102, memory: 16628, top1_acc: 0.4437, top5_acc: 0.6964, loss_cls: 2.4685, loss: 2.4685, grad_norm: 2.7718 2021-01-26 02:22:06,199 - mmaction - INFO - Epoch [170][1440/2147] lr: 5.178e-02, eta: 3 days, 13:56:16, time: 1.493, data_time: 0.004, memory: 16628, top1_acc: 0.4473, top5_acc: 0.7045, loss_cls: 2.3772, loss: 2.3772, grad_norm: 2.7626 2021-01-26 02:22:34,539 - mmaction - INFO - Epoch [170][1460/2147] lr: 5.178e-02, eta: 3 days, 13:55:40, time: 1.419, data_time: 0.008, memory: 16628, top1_acc: 0.4491, top5_acc: 0.7027, loss_cls: 2.4335, loss: 2.4335, grad_norm: 2.6732 2021-01-26 02:23:03,145 - mmaction - INFO - Epoch [170][1480/2147] lr: 5.178e-02, eta: 3 days, 13:55:04, time: 1.432, data_time: 0.002, memory: 16628, top1_acc: 0.4545, top5_acc: 0.7058, loss_cls: 2.3758, loss: 2.3758, grad_norm: 2.6564 2021-01-26 02:23:33,487 - mmaction - INFO - Epoch [170][1500/2147] lr: 5.178e-02, eta: 3 days, 13:54:29, time: 1.517, data_time: 0.004, memory: 16628, top1_acc: 0.4362, top5_acc: 0.6835, loss_cls: 2.5180, loss: 2.5180, grad_norm: 2.7595 2021-01-26 02:24:01,776 - mmaction - INFO - Epoch [170][1520/2147] lr: 5.178e-02, eta: 3 days, 13:53:53, time: 1.415, data_time: 0.004, memory: 16628, top1_acc: 0.4612, top5_acc: 0.6955, loss_cls: 2.3910, loss: 2.3910, grad_norm: 2.6866 2021-01-26 02:24:29,929 - mmaction - INFO - Epoch [170][1540/2147] lr: 5.178e-02, eta: 3 days, 13:53:17, time: 1.407, data_time: 0.001, memory: 16628, top1_acc: 0.4451, top5_acc: 0.6862, loss_cls: 2.4810, loss: 2.4810, grad_norm: 2.7230 2021-01-26 02:25:02,369 - mmaction - INFO - Epoch [170][1560/2147] lr: 5.178e-02, eta: 3 days, 13:52:43, time: 1.617, data_time: 0.004, memory: 16628, top1_acc: 0.4353, top5_acc: 0.7036, loss_cls: 2.4662, loss: 2.4662, grad_norm: 2.7417 2021-01-26 02:25:36,992 - mmaction - INFO - Epoch [170][1580/2147] lr: 5.178e-02, eta: 3 days, 13:52:11, time: 1.733, data_time: 0.010, memory: 16628, top1_acc: 0.4621, top5_acc: 0.7094, loss_cls: 2.3703, loss: 2.3703, grad_norm: 2.6534 2021-01-26 02:26:06,356 - mmaction - INFO - Epoch [170][1600/2147] lr: 5.178e-02, eta: 3 days, 13:51:35, time: 1.472, data_time: 0.011, memory: 16628, top1_acc: 0.4393, top5_acc: 0.6835, loss_cls: 2.4970, loss: 2.4970, grad_norm: 2.7352 2021-01-26 02:26:36,159 - mmaction - INFO - Epoch [170][1620/2147] lr: 5.178e-02, eta: 3 days, 13:51:00, time: 1.489, data_time: 0.002, memory: 16628, top1_acc: 0.4607, top5_acc: 0.6987, loss_cls: 2.3717, loss: 2.3717, grad_norm: 2.6619 2021-01-26 02:27:06,579 - mmaction - INFO - Epoch [170][1640/2147] lr: 5.178e-02, eta: 3 days, 13:50:25, time: 1.521, data_time: 0.003, memory: 16628, top1_acc: 0.4464, top5_acc: 0.6996, loss_cls: 2.4182, loss: 2.4182, grad_norm: 2.6941 2021-01-26 02:27:38,485 - mmaction - INFO - Epoch [170][1660/2147] lr: 5.178e-02, eta: 3 days, 13:49:51, time: 1.592, data_time: 0.003, memory: 16628, top1_acc: 0.4406, top5_acc: 0.6893, loss_cls: 2.4758, loss: 2.4758, grad_norm: 2.7403 2021-01-26 02:28:06,680 - mmaction - INFO - Epoch [170][1680/2147] lr: 5.178e-02, eta: 3 days, 13:49:15, time: 1.413, data_time: 0.007, memory: 16628, top1_acc: 0.4549, top5_acc: 0.6933, loss_cls: 2.4536, loss: 2.4536, grad_norm: 2.7066 2021-01-26 02:28:35,074 - mmaction - INFO - Epoch [170][1700/2147] lr: 5.178e-02, eta: 3 days, 13:48:39, time: 1.420, data_time: 0.002, memory: 16628, top1_acc: 0.4121, top5_acc: 0.6786, loss_cls: 2.5461, loss: 2.5461, grad_norm: 2.7129 2021-01-26 02:29:04,560 - mmaction - INFO - Epoch [170][1720/2147] lr: 5.178e-02, eta: 3 days, 13:48:04, time: 1.470, data_time: 0.022, memory: 16628, top1_acc: 0.4540, top5_acc: 0.6920, loss_cls: 2.4234, loss: 2.4234, grad_norm: 2.6941 2021-01-26 02:29:35,421 - mmaction - INFO - Epoch [170][1740/2147] lr: 5.178e-02, eta: 3 days, 13:47:29, time: 1.547, data_time: 0.007, memory: 16628, top1_acc: 0.4388, top5_acc: 0.6915, loss_cls: 2.4833, loss: 2.4833, grad_norm: 2.7514 2021-01-26 02:30:07,558 - mmaction - INFO - Epoch [170][1760/2147] lr: 5.178e-02, eta: 3 days, 13:46:55, time: 1.605, data_time: 0.008, memory: 16628, top1_acc: 0.4446, top5_acc: 0.6826, loss_cls: 2.4583, loss: 2.4583, grad_norm: 2.6450 2021-01-26 02:30:36,139 - mmaction - INFO - Epoch [170][1780/2147] lr: 5.178e-02, eta: 3 days, 13:46:19, time: 1.431, data_time: 0.004, memory: 16628, top1_acc: 0.4442, top5_acc: 0.6897, loss_cls: 2.4698, loss: 2.4698, grad_norm: 2.6507 2021-01-26 02:31:04,266 - mmaction - INFO - Epoch [170][1800/2147] lr: 5.178e-02, eta: 3 days, 13:45:43, time: 1.406, data_time: 0.003, memory: 16628, top1_acc: 0.4424, top5_acc: 0.7004, loss_cls: 2.4215, loss: 2.4215, grad_norm: 2.6707 2021-01-26 02:31:35,907 - mmaction - INFO - Epoch [170][1820/2147] lr: 5.178e-02, eta: 3 days, 13:45:09, time: 1.582, data_time: 0.001, memory: 16628, top1_acc: 0.4576, top5_acc: 0.6942, loss_cls: 2.4045, loss: 2.4045, grad_norm: 2.6381 2021-01-26 02:32:07,497 - mmaction - INFO - Epoch [170][1840/2147] lr: 5.178e-02, eta: 3 days, 13:44:35, time: 1.576, data_time: 0.086, memory: 16628, top1_acc: 0.4612, top5_acc: 0.7094, loss_cls: 2.3931, loss: 2.3931, grad_norm: 2.7242 2021-01-26 02:32:36,106 - mmaction - INFO - Epoch [170][1860/2147] lr: 5.178e-02, eta: 3 days, 13:43:59, time: 1.429, data_time: 0.005, memory: 16628, top1_acc: 0.4348, top5_acc: 0.6808, loss_cls: 2.4906, loss: 2.4906, grad_norm: 2.7342 2021-01-26 02:33:11,367 - mmaction - INFO - Epoch [170][1880/2147] lr: 5.178e-02, eta: 3 days, 13:43:26, time: 1.767, data_time: 0.009, memory: 16628, top1_acc: 0.4589, top5_acc: 0.7098, loss_cls: 2.3818, loss: 2.3818, grad_norm: 2.6601 2021-01-26 02:33:40,297 - mmaction - INFO - Epoch [170][1900/2147] lr: 5.178e-02, eta: 3 days, 13:42:51, time: 1.446, data_time: 0.004, memory: 16628, top1_acc: 0.4504, top5_acc: 0.6929, loss_cls: 2.4531, loss: 2.4531, grad_norm: 2.7282 2021-01-26 02:34:08,550 - mmaction - INFO - Epoch [170][1920/2147] lr: 5.178e-02, eta: 3 days, 13:42:15, time: 1.411, data_time: 0.008, memory: 16628, top1_acc: 0.4491, top5_acc: 0.6853, loss_cls: 2.4100, loss: 2.4100, grad_norm: 2.7169 2021-01-26 02:34:36,701 - mmaction - INFO - Epoch [170][1940/2147] lr: 5.178e-02, eta: 3 days, 13:41:39, time: 1.411, data_time: 0.004, memory: 16628, top1_acc: 0.4580, top5_acc: 0.7071, loss_cls: 2.3734, loss: 2.3734, grad_norm: 2.7233 2021-01-26 02:35:05,104 - mmaction - INFO - Epoch [170][1960/2147] lr: 5.178e-02, eta: 3 days, 13:41:03, time: 1.420, data_time: 0.005, memory: 16628, top1_acc: 0.4567, top5_acc: 0.7045, loss_cls: 2.3986, loss: 2.3986, grad_norm: 2.6914 2021-01-26 02:35:34,463 - mmaction - INFO - Epoch [170][1980/2147] lr: 5.178e-02, eta: 3 days, 13:40:27, time: 1.465, data_time: 0.003, memory: 16628, top1_acc: 0.4433, top5_acc: 0.6902, loss_cls: 2.4483, loss: 2.4483, grad_norm: 2.7488 2021-01-26 02:36:02,774 - mmaction - INFO - Epoch [170][2000/2147] lr: 5.178e-02, eta: 3 days, 13:39:52, time: 1.418, data_time: 0.006, memory: 16628, top1_acc: 0.4643, top5_acc: 0.7187, loss_cls: 2.3613, loss: 2.3613, grad_norm: 2.7124 2021-01-26 02:36:36,176 - mmaction - INFO - Epoch [170][2020/2147] lr: 5.178e-02, eta: 3 days, 13:39:16, time: 1.471, data_time: 0.004, memory: 16628, top1_acc: 0.4536, top5_acc: 0.6982, loss_cls: 2.4319, loss: 2.4319, grad_norm: 2.7943 2021-01-26 02:37:10,958 - mmaction - INFO - Epoch [170][2040/2147] lr: 5.178e-02, eta: 3 days, 13:38:46, time: 1.936, data_time: 0.201, memory: 16628, top1_acc: 0.4420, top5_acc: 0.6906, loss_cls: 2.4490, loss: 2.4490, grad_norm: 2.7101 2021-01-26 02:37:39,375 - mmaction - INFO - Epoch [170][2060/2147] lr: 5.178e-02, eta: 3 days, 13:38:10, time: 1.423, data_time: 0.002, memory: 16628, top1_acc: 0.4554, top5_acc: 0.7040, loss_cls: 2.3998, loss: 2.3998, grad_norm: 2.6085 2021-01-26 02:38:07,705 - mmaction - INFO - Epoch [170][2080/2147] lr: 5.178e-02, eta: 3 days, 13:37:34, time: 1.416, data_time: 0.002, memory: 16628, top1_acc: 0.4679, top5_acc: 0.7147, loss_cls: 2.3417, loss: 2.3417, grad_norm: 2.7142 2021-01-26 02:38:38,337 - mmaction - INFO - Epoch [170][2100/2147] lr: 5.178e-02, eta: 3 days, 13:36:59, time: 1.531, data_time: 0.002, memory: 16628, top1_acc: 0.4576, top5_acc: 0.7076, loss_cls: 2.3867, loss: 2.3867, grad_norm: 2.7238 2021-01-26 02:39:07,110 - mmaction - INFO - Epoch [170][2120/2147] lr: 5.178e-02, eta: 3 days, 13:36:23, time: 1.438, data_time: 0.017, memory: 16628, top1_acc: 0.4621, top5_acc: 0.7000, loss_cls: 2.4159, loss: 2.4159, grad_norm: 2.7217 2021-01-26 02:39:35,504 - mmaction - INFO - Epoch [170][2140/2147] lr: 5.178e-02, eta: 3 days, 13:35:47, time: 1.421, data_time: 0.005, memory: 16628, top1_acc: 0.4411, top5_acc: 0.6786, loss_cls: 2.4613, loss: 2.4613, grad_norm: 2.7320 2021-01-26 03:01:12,745 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-26 03:01:13,518 - mmaction - INFO - top1_acc 0.5272 top5_acc 0.7804 2021-01-26 03:01:13,518 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-26 03:01:13,578 - mmaction - INFO - mean_acc 0.5270 2021-01-26 03:01:13,579 - mmaction - INFO - Now best checkpoint is epoch_170.pth 2021-01-26 03:01:13,589 - mmaction - INFO - Epoch(val) [170][2147] top1_acc: 0.5272, top5_acc: 0.7804, mean_class_accuracy: 0.5270 2021-01-26 03:07:37,064 - mmaction - INFO - Epoch [171][20/2147] lr: 5.071e-02, eta: 3 days, 13:37:53, time: 19.170, data_time: 17.276, memory: 16628, top1_acc: 0.4580, top5_acc: 0.6991, loss_cls: 2.3690, loss: 2.3690, grad_norm: 2.6658 2021-01-26 03:08:10,045 - mmaction - INFO - Epoch [171][40/2147] lr: 5.071e-02, eta: 3 days, 13:37:20, time: 1.649, data_time: 0.008, memory: 16628, top1_acc: 0.4679, top5_acc: 0.7036, loss_cls: 2.3716, loss: 2.3716, grad_norm: 2.7077 2021-01-26 03:08:39,869 - mmaction - INFO - Epoch [171][60/2147] lr: 5.071e-02, eta: 3 days, 13:36:45, time: 1.494, data_time: 0.004, memory: 16628, top1_acc: 0.4531, top5_acc: 0.7031, loss_cls: 2.3933, loss: 2.3933, grad_norm: 2.8014 2021-01-26 03:09:09,058 - mmaction - INFO - Epoch [171][80/2147] lr: 5.071e-02, eta: 3 days, 13:36:09, time: 1.456, data_time: 0.004, memory: 16628, top1_acc: 0.4598, top5_acc: 0.7031, loss_cls: 2.3892, loss: 2.3892, grad_norm: 2.7742 2021-01-26 03:09:37,513 - mmaction - INFO - Epoch [171][100/2147] lr: 5.071e-02, eta: 3 days, 13:35:33, time: 1.420, data_time: 0.007, memory: 16628, top1_acc: 0.4536, top5_acc: 0.6955, loss_cls: 2.4104, loss: 2.4104, grad_norm: 2.7826 2021-01-26 03:10:06,291 - mmaction - INFO - Epoch [171][120/2147] lr: 5.071e-02, eta: 3 days, 13:34:57, time: 1.444, data_time: 0.011, memory: 16628, top1_acc: 0.4478, top5_acc: 0.7129, loss_cls: 2.3569, loss: 2.3569, grad_norm: 2.8333 2021-01-26 03:10:36,062 - mmaction - INFO - Epoch [171][140/2147] lr: 5.071e-02, eta: 3 days, 13:34:22, time: 1.485, data_time: 0.003, memory: 16628, top1_acc: 0.4536, top5_acc: 0.6951, loss_cls: 2.4100, loss: 2.4100, grad_norm: 2.7179 2021-01-26 03:11:07,189 - mmaction - INFO - Epoch [171][160/2147] lr: 5.071e-02, eta: 3 days, 13:33:48, time: 1.559, data_time: 0.010, memory: 16628, top1_acc: 0.4576, top5_acc: 0.7138, loss_cls: 2.3640, loss: 2.3640, grad_norm: 2.7310 2021-01-26 03:11:36,718 - mmaction - INFO - Epoch [171][180/2147] lr: 5.071e-02, eta: 3 days, 13:33:12, time: 1.478, data_time: 0.023, memory: 16628, top1_acc: 0.4540, top5_acc: 0.7103, loss_cls: 2.3613, loss: 2.3613, grad_norm: 2.7534 2021-01-26 03:12:06,433 - mmaction - INFO - Epoch [171][200/2147] lr: 5.071e-02, eta: 3 days, 13:32:37, time: 1.486, data_time: 0.002, memory: 16628, top1_acc: 0.4754, top5_acc: 0.7143, loss_cls: 2.3127, loss: 2.3127, grad_norm: 2.7026 2021-01-26 03:12:34,829 - mmaction - INFO - Epoch [171][220/2147] lr: 5.071e-02, eta: 3 days, 13:32:01, time: 1.420, data_time: 0.007, memory: 16628, top1_acc: 0.4522, top5_acc: 0.7045, loss_cls: 2.3776, loss: 2.3776, grad_norm: 2.7154 2021-01-26 03:13:05,500 - mmaction - INFO - Epoch [171][240/2147] lr: 5.071e-02, eta: 3 days, 13:31:26, time: 1.531, data_time: 0.002, memory: 16628, top1_acc: 0.4603, top5_acc: 0.6978, loss_cls: 2.3657, loss: 2.3657, grad_norm: 2.7782 2021-01-26 03:13:35,796 - mmaction - INFO - Epoch [171][260/2147] lr: 5.071e-02, eta: 3 days, 13:30:51, time: 1.516, data_time: 0.007, memory: 16628, top1_acc: 0.4701, top5_acc: 0.6964, loss_cls: 2.3877, loss: 2.3877, grad_norm: 2.6569 2021-01-26 03:14:04,340 - mmaction - INFO - Epoch [171][280/2147] lr: 5.071e-02, eta: 3 days, 13:30:16, time: 1.428, data_time: 0.002, memory: 16628, top1_acc: 0.4679, top5_acc: 0.7009, loss_cls: 2.3806, loss: 2.3806, grad_norm: 2.7339 2021-01-26 03:14:32,961 - mmaction - INFO - Epoch [171][300/2147] lr: 5.071e-02, eta: 3 days, 13:29:40, time: 1.428, data_time: 0.006, memory: 16628, top1_acc: 0.4371, top5_acc: 0.7013, loss_cls: 2.3916, loss: 2.3916, grad_norm: 2.7307 2021-01-26 03:15:02,947 - mmaction - INFO - Epoch [171][320/2147] lr: 5.071e-02, eta: 3 days, 13:29:05, time: 1.495, data_time: 0.011, memory: 16628, top1_acc: 0.4585, top5_acc: 0.7000, loss_cls: 2.4098, loss: 2.4098, grad_norm: 2.7619 2021-01-26 03:15:35,511 - mmaction - INFO - Epoch [171][340/2147] lr: 5.071e-02, eta: 3 days, 13:28:31, time: 1.634, data_time: 0.010, memory: 16628, top1_acc: 0.4496, top5_acc: 0.6871, loss_cls: 2.4367, loss: 2.4367, grad_norm: 2.7062 2021-01-26 03:16:06,671 - mmaction - INFO - Epoch [171][360/2147] lr: 5.071e-02, eta: 3 days, 13:27:56, time: 1.556, data_time: 0.008, memory: 16628, top1_acc: 0.4746, top5_acc: 0.7107, loss_cls: 2.3234, loss: 2.3234, grad_norm: 2.7554 2021-01-26 03:16:43,633 - mmaction - INFO - Epoch [171][380/2147] lr: 5.071e-02, eta: 3 days, 13:27:23, time: 1.659, data_time: 0.006, memory: 16628, top1_acc: 0.4612, top5_acc: 0.6893, loss_cls: 2.4057, loss: 2.4057, grad_norm: 2.7200 2021-01-26 03:17:12,391 - mmaction - INFO - Epoch [171][400/2147] lr: 5.071e-02, eta: 3 days, 13:26:49, time: 1.631, data_time: 0.201, memory: 16628, top1_acc: 0.4638, top5_acc: 0.6897, loss_cls: 2.4259, loss: 2.4259, grad_norm: 2.7126 2021-01-26 03:17:42,077 - mmaction - INFO - Epoch [171][420/2147] lr: 5.071e-02, eta: 3 days, 13:26:14, time: 1.484, data_time: 0.007, memory: 16628, top1_acc: 0.4759, top5_acc: 0.7031, loss_cls: 2.3283, loss: 2.3283, grad_norm: 2.6693 2021-01-26 03:18:12,156 - mmaction - INFO - Epoch [171][440/2147] lr: 5.071e-02, eta: 3 days, 13:25:39, time: 1.503, data_time: 0.002, memory: 16628, top1_acc: 0.4656, top5_acc: 0.7196, loss_cls: 2.3125, loss: 2.3125, grad_norm: 2.6796 2021-01-26 03:18:42,392 - mmaction - INFO - Epoch [171][460/2147] lr: 5.071e-02, eta: 3 days, 13:25:04, time: 1.512, data_time: 0.007, memory: 16628, top1_acc: 0.4728, top5_acc: 0.7085, loss_cls: 2.3234, loss: 2.3234, grad_norm: 2.7630 2021-01-26 03:19:10,940 - mmaction - INFO - Epoch [171][480/2147] lr: 5.071e-02, eta: 3 days, 13:24:28, time: 1.429, data_time: 0.004, memory: 16628, top1_acc: 0.4509, top5_acc: 0.7027, loss_cls: 2.4012, loss: 2.4012, grad_norm: 2.7294 2021-01-26 03:19:41,007 - mmaction - INFO - Epoch [171][500/2147] lr: 5.071e-02, eta: 3 days, 13:23:53, time: 1.501, data_time: 0.001, memory: 16628, top1_acc: 0.4580, top5_acc: 0.6893, loss_cls: 2.4403, loss: 2.4403, grad_norm: 2.7006 2021-01-26 03:20:09,407 - mmaction - INFO - Epoch [171][520/2147] lr: 5.071e-02, eta: 3 days, 13:23:17, time: 1.422, data_time: 0.006, memory: 16628, top1_acc: 0.4460, top5_acc: 0.6920, loss_cls: 2.4256, loss: 2.4256, grad_norm: 2.7695 2021-01-26 03:20:38,384 - mmaction - INFO - Epoch [171][540/2147] lr: 5.071e-02, eta: 3 days, 13:22:41, time: 1.447, data_time: 0.005, memory: 16628, top1_acc: 0.4496, top5_acc: 0.7009, loss_cls: 2.4277, loss: 2.4277, grad_norm: 2.7502 2021-01-26 03:21:08,761 - mmaction - INFO - Epoch [171][560/2147] lr: 5.071e-02, eta: 3 days, 13:22:06, time: 1.518, data_time: 0.004, memory: 16628, top1_acc: 0.4585, top5_acc: 0.7022, loss_cls: 2.3580, loss: 2.3580, grad_norm: 2.6965 2021-01-26 03:21:36,926 - mmaction - INFO - Epoch [171][580/2147] lr: 5.071e-02, eta: 3 days, 13:21:30, time: 1.412, data_time: 0.007, memory: 16628, top1_acc: 0.4451, top5_acc: 0.6996, loss_cls: 2.3918, loss: 2.3918, grad_norm: 2.7449 2021-01-26 03:22:09,645 - mmaction - INFO - Epoch [171][600/2147] lr: 5.071e-02, eta: 3 days, 13:20:57, time: 1.634, data_time: 0.023, memory: 16628, top1_acc: 0.4571, top5_acc: 0.7054, loss_cls: 2.3953, loss: 2.3953, grad_norm: 2.7646 2021-01-26 03:22:41,699 - mmaction - INFO - Epoch [171][620/2147] lr: 5.071e-02, eta: 3 days, 13:20:23, time: 1.604, data_time: 0.005, memory: 16628, top1_acc: 0.4509, top5_acc: 0.6987, loss_cls: 2.4198, loss: 2.4198, grad_norm: 2.7304 2021-01-26 03:23:11,893 - mmaction - INFO - Epoch [171][640/2147] lr: 5.071e-02, eta: 3 days, 13:19:48, time: 1.510, data_time: 0.002, memory: 16628, top1_acc: 0.4714, top5_acc: 0.7027, loss_cls: 2.3642, loss: 2.3642, grad_norm: 2.7377 2021-01-26 03:23:42,404 - mmaction - INFO - Epoch [171][660/2147] lr: 5.071e-02, eta: 3 days, 13:19:13, time: 1.521, data_time: 0.003, memory: 16628, top1_acc: 0.4576, top5_acc: 0.6969, loss_cls: 2.3991, loss: 2.3991, grad_norm: 2.7664 2021-01-26 03:24:11,797 - mmaction - INFO - Epoch [171][680/2147] lr: 5.071e-02, eta: 3 days, 13:18:37, time: 1.473, data_time: 0.007, memory: 16628, top1_acc: 0.4741, top5_acc: 0.7089, loss_cls: 2.3319, loss: 2.3319, grad_norm: 2.7228 2021-01-26 03:24:40,272 - mmaction - INFO - Epoch [171][700/2147] lr: 5.071e-02, eta: 3 days, 13:18:02, time: 1.424, data_time: 0.006, memory: 16628, top1_acc: 0.4321, top5_acc: 0.6857, loss_cls: 2.4685, loss: 2.4685, grad_norm: 2.7513 2021-01-26 03:25:11,356 - mmaction - INFO - Epoch [171][720/2147] lr: 5.071e-02, eta: 3 days, 13:17:27, time: 1.551, data_time: 0.001, memory: 16628, top1_acc: 0.4500, top5_acc: 0.7179, loss_cls: 2.3312, loss: 2.3312, grad_norm: 2.7166 2021-01-26 03:25:41,578 - mmaction - INFO - Epoch [171][740/2147] lr: 5.071e-02, eta: 3 days, 13:16:52, time: 1.514, data_time: 0.011, memory: 16628, top1_acc: 0.4429, top5_acc: 0.6812, loss_cls: 2.4709, loss: 2.4709, grad_norm: 2.8053 2021-01-26 03:26:12,192 - mmaction - INFO - Epoch [171][760/2147] lr: 5.071e-02, eta: 3 days, 13:16:17, time: 1.527, data_time: 0.004, memory: 16628, top1_acc: 0.4522, top5_acc: 0.7062, loss_cls: 2.3995, loss: 2.3995, grad_norm: 2.7496 2021-01-26 03:26:49,550 - mmaction - INFO - Epoch [171][780/2147] lr: 5.071e-02, eta: 3 days, 13:15:46, time: 1.871, data_time: 0.009, memory: 16628, top1_acc: 0.4585, top5_acc: 0.6844, loss_cls: 2.4153, loss: 2.4153, grad_norm: 2.7316 2021-01-26 03:27:20,349 - mmaction - INFO - Epoch [171][800/2147] lr: 5.071e-02, eta: 3 days, 13:15:11, time: 1.538, data_time: 0.004, memory: 16628, top1_acc: 0.4728, top5_acc: 0.7152, loss_cls: 2.2740, loss: 2.2740, grad_norm: 2.6656 2021-01-26 03:27:49,501 - mmaction - INFO - Epoch [171][820/2147] lr: 5.071e-02, eta: 3 days, 13:14:36, time: 1.461, data_time: 0.005, memory: 16628, top1_acc: 0.4638, top5_acc: 0.7156, loss_cls: 2.3368, loss: 2.3368, grad_norm: 2.7886 2021-01-26 03:28:19,853 - mmaction - INFO - Epoch [171][840/2147] lr: 5.071e-02, eta: 3 days, 13:14:01, time: 1.515, data_time: 0.005, memory: 16628, top1_acc: 0.4580, top5_acc: 0.6960, loss_cls: 2.4213, loss: 2.4213, grad_norm: 2.7325 2021-01-26 03:28:53,805 - mmaction - INFO - Epoch [171][860/2147] lr: 5.071e-02, eta: 3 days, 13:13:28, time: 1.698, data_time: 0.015, memory: 16628, top1_acc: 0.4607, top5_acc: 0.7161, loss_cls: 2.3489, loss: 2.3489, grad_norm: 2.7938 2021-01-26 03:29:23,583 - mmaction - INFO - Epoch [171][880/2147] lr: 5.071e-02, eta: 3 days, 13:12:52, time: 1.488, data_time: 0.005, memory: 16628, top1_acc: 0.4750, top5_acc: 0.7058, loss_cls: 2.3427, loss: 2.3427, grad_norm: 2.7936 2021-01-26 03:29:53,477 - mmaction - INFO - Epoch [171][900/2147] lr: 5.071e-02, eta: 3 days, 13:12:17, time: 1.493, data_time: 0.006, memory: 16628, top1_acc: 0.4585, top5_acc: 0.7031, loss_cls: 2.3696, loss: 2.3696, grad_norm: 2.7157 2021-01-26 03:30:24,314 - mmaction - INFO - Epoch [171][920/2147] lr: 5.071e-02, eta: 3 days, 13:11:43, time: 1.544, data_time: 0.014, memory: 16628, top1_acc: 0.4612, top5_acc: 0.7116, loss_cls: 2.3683, loss: 2.3683, grad_norm: 2.7455 2021-01-26 03:30:54,601 - mmaction - INFO - Epoch [171][940/2147] lr: 5.071e-02, eta: 3 days, 13:11:08, time: 1.515, data_time: 0.005, memory: 16628, top1_acc: 0.4607, top5_acc: 0.7080, loss_cls: 2.3800, loss: 2.3800, grad_norm: 2.7307 2021-01-26 03:31:22,913 - mmaction - INFO - Epoch [171][960/2147] lr: 5.071e-02, eta: 3 days, 13:10:32, time: 1.418, data_time: 0.004, memory: 16628, top1_acc: 0.4603, top5_acc: 0.6996, loss_cls: 2.3808, loss: 2.3808, grad_norm: 2.7667 2021-01-26 03:32:01,343 - mmaction - INFO - Epoch [171][980/2147] lr: 5.071e-02, eta: 3 days, 13:10:01, time: 1.921, data_time: 0.001, memory: 16628, top1_acc: 0.4424, top5_acc: 0.6924, loss_cls: 2.4563, loss: 2.4563, grad_norm: 2.7107 2021-01-26 03:32:29,985 - mmaction - INFO - Epoch [171][1000/2147] lr: 5.071e-02, eta: 3 days, 13:09:25, time: 1.432, data_time: 0.003, memory: 16628, top1_acc: 0.4545, top5_acc: 0.7071, loss_cls: 2.3906, loss: 2.3906, grad_norm: 2.6802 2021-01-26 03:33:00,167 - mmaction - INFO - Epoch [171][1020/2147] lr: 5.071e-02, eta: 3 days, 13:08:50, time: 1.509, data_time: 0.004, memory: 16628, top1_acc: 0.4558, top5_acc: 0.6902, loss_cls: 2.4259, loss: 2.4259, grad_norm: 2.7051 2021-01-26 03:33:28,560 - mmaction - INFO - Epoch [171][1040/2147] lr: 5.071e-02, eta: 3 days, 13:08:14, time: 1.421, data_time: 0.005, memory: 16628, top1_acc: 0.4629, top5_acc: 0.7040, loss_cls: 2.3916, loss: 2.3916, grad_norm: 2.7033 2021-01-26 03:33:58,182 - mmaction - INFO - Epoch [171][1060/2147] lr: 5.071e-02, eta: 3 days, 13:07:39, time: 1.481, data_time: 0.002, memory: 16628, top1_acc: 0.4719, top5_acc: 0.7103, loss_cls: 2.3167, loss: 2.3167, grad_norm: 2.6494 2021-01-26 03:34:29,685 - mmaction - INFO - Epoch [171][1080/2147] lr: 5.071e-02, eta: 3 days, 13:07:05, time: 1.577, data_time: 0.009, memory: 16628, top1_acc: 0.4562, top5_acc: 0.6937, loss_cls: 2.4188, loss: 2.4188, grad_norm: 2.7198 2021-01-26 03:35:01,891 - mmaction - INFO - Epoch [171][1100/2147] lr: 5.071e-02, eta: 3 days, 13:06:31, time: 1.607, data_time: 0.000, memory: 16628, top1_acc: 0.4562, top5_acc: 0.6964, loss_cls: 2.4492, loss: 2.4492, grad_norm: 2.7123 2021-01-26 03:35:30,859 - mmaction - INFO - Epoch [171][1120/2147] lr: 5.071e-02, eta: 3 days, 13:05:55, time: 1.448, data_time: 0.008, memory: 16628, top1_acc: 0.4464, top5_acc: 0.7031, loss_cls: 2.4105, loss: 2.4105, grad_norm: 2.7316 2021-01-26 03:35:59,079 - mmaction - INFO - Epoch [171][1140/2147] lr: 5.071e-02, eta: 3 days, 13:05:19, time: 1.415, data_time: 0.005, memory: 16628, top1_acc: 0.4554, top5_acc: 0.7018, loss_cls: 2.4052, loss: 2.4052, grad_norm: 2.7062 2021-01-26 03:36:28,390 - mmaction - INFO - Epoch [171][1160/2147] lr: 5.071e-02, eta: 3 days, 13:04:44, time: 1.465, data_time: 0.004, memory: 16628, top1_acc: 0.4491, top5_acc: 0.6987, loss_cls: 2.4297, loss: 2.4297, grad_norm: 2.7433 2021-01-26 03:36:58,426 - mmaction - INFO - Epoch [171][1180/2147] lr: 5.071e-02, eta: 3 days, 13:04:09, time: 1.501, data_time: 0.003, memory: 16628, top1_acc: 0.4580, top5_acc: 0.6969, loss_cls: 2.4344, loss: 2.4344, grad_norm: 2.7382 2021-01-26 03:37:27,081 - mmaction - INFO - Epoch [171][1200/2147] lr: 5.071e-02, eta: 3 days, 13:03:33, time: 1.430, data_time: 0.008, memory: 16628, top1_acc: 0.4598, top5_acc: 0.7000, loss_cls: 2.3965, loss: 2.3965, grad_norm: 2.6582 2021-01-26 03:37:58,278 - mmaction - INFO - Epoch [171][1220/2147] lr: 5.071e-02, eta: 3 days, 13:02:58, time: 1.527, data_time: 0.009, memory: 16628, top1_acc: 0.4393, top5_acc: 0.6915, loss_cls: 2.4578, loss: 2.4578, grad_norm: 2.7380 2021-01-26 03:38:29,670 - mmaction - INFO - Epoch [171][1240/2147] lr: 5.071e-02, eta: 3 days, 13:02:24, time: 1.601, data_time: 0.038, memory: 16628, top1_acc: 0.4621, top5_acc: 0.7103, loss_cls: 2.3481, loss: 2.3481, grad_norm: 2.7207 2021-01-26 03:39:00,966 - mmaction - INFO - Epoch [171][1260/2147] lr: 5.071e-02, eta: 3 days, 13:01:49, time: 1.567, data_time: 0.008, memory: 16628, top1_acc: 0.4277, top5_acc: 0.6795, loss_cls: 2.5110, loss: 2.5110, grad_norm: 2.7322 2021-01-26 03:39:29,521 - mmaction - INFO - Epoch [171][1280/2147] lr: 5.071e-02, eta: 3 days, 13:01:14, time: 1.430, data_time: 0.007, memory: 16628, top1_acc: 0.4621, top5_acc: 0.7000, loss_cls: 2.3781, loss: 2.3781, grad_norm: 2.7205 2021-01-26 03:39:58,595 - mmaction - INFO - Epoch [171][1300/2147] lr: 5.071e-02, eta: 3 days, 13:00:38, time: 1.453, data_time: 0.005, memory: 16628, top1_acc: 0.4500, top5_acc: 0.6937, loss_cls: 2.4286, loss: 2.4286, grad_norm: 2.7491 2021-01-26 03:40:28,661 - mmaction - INFO - Epoch [171][1320/2147] lr: 5.071e-02, eta: 3 days, 13:00:03, time: 1.503, data_time: 0.006, memory: 16628, top1_acc: 0.4491, top5_acc: 0.7045, loss_cls: 2.4153, loss: 2.4153, grad_norm: 2.7563 2021-01-26 03:40:59,018 - mmaction - INFO - Epoch [171][1340/2147] lr: 5.071e-02, eta: 3 days, 12:59:28, time: 1.519, data_time: 0.004, memory: 16628, top1_acc: 0.4504, top5_acc: 0.7094, loss_cls: 2.3663, loss: 2.3663, grad_norm: 2.7508 2021-01-26 03:41:31,412 - mmaction - INFO - Epoch [171][1360/2147] lr: 5.071e-02, eta: 3 days, 12:58:54, time: 1.614, data_time: 0.007, memory: 16628, top1_acc: 0.4571, top5_acc: 0.7067, loss_cls: 2.3677, loss: 2.3677, grad_norm: 2.7819 2021-01-26 03:42:00,665 - mmaction - INFO - Epoch [171][1380/2147] lr: 5.071e-02, eta: 3 days, 12:58:19, time: 1.465, data_time: 0.010, memory: 16628, top1_acc: 0.4397, top5_acc: 0.6812, loss_cls: 2.4669, loss: 2.4669, grad_norm: 2.8099 2021-01-26 03:42:28,973 - mmaction - INFO - Epoch [171][1400/2147] lr: 5.071e-02, eta: 3 days, 12:57:43, time: 1.419, data_time: 0.006, memory: 16628, top1_acc: 0.4625, top5_acc: 0.7009, loss_cls: 2.4096, loss: 2.4096, grad_norm: 2.7470 2021-01-26 03:42:57,891 - mmaction - INFO - Epoch [171][1420/2147] lr: 5.071e-02, eta: 3 days, 12:57:07, time: 1.446, data_time: 0.003, memory: 16628, top1_acc: 0.4429, top5_acc: 0.6915, loss_cls: 2.4719, loss: 2.4719, grad_norm: 2.7981 2021-01-26 03:43:30,722 - mmaction - INFO - Epoch [171][1440/2147] lr: 5.071e-02, eta: 3 days, 12:56:34, time: 1.642, data_time: 0.011, memory: 16628, top1_acc: 0.4518, top5_acc: 0.6982, loss_cls: 2.4044, loss: 2.4044, grad_norm: 2.7588 2021-01-26 03:43:59,653 - mmaction - INFO - Epoch [171][1460/2147] lr: 5.071e-02, eta: 3 days, 12:55:58, time: 1.446, data_time: 0.003, memory: 16628, top1_acc: 0.4670, top5_acc: 0.7094, loss_cls: 2.3870, loss: 2.3870, grad_norm: 2.7928 2021-01-26 03:44:28,348 - mmaction - INFO - Epoch [171][1480/2147] lr: 5.071e-02, eta: 3 days, 12:55:22, time: 1.431, data_time: 0.005, memory: 16628, top1_acc: 0.4665, top5_acc: 0.7219, loss_cls: 2.3513, loss: 2.3513, grad_norm: 2.7763 2021-01-26 03:44:56,676 - mmaction - INFO - Epoch [171][1500/2147] lr: 5.071e-02, eta: 3 days, 12:54:46, time: 1.421, data_time: 0.012, memory: 16628, top1_acc: 0.4580, top5_acc: 0.7031, loss_cls: 2.3911, loss: 2.3911, grad_norm: 2.7765 2021-01-26 03:45:25,190 - mmaction - INFO - Epoch [171][1520/2147] lr: 5.071e-02, eta: 3 days, 12:54:11, time: 1.422, data_time: 0.003, memory: 16628, top1_acc: 0.4429, top5_acc: 0.6638, loss_cls: 2.5334, loss: 2.5334, grad_norm: 2.7335 2021-01-26 03:45:56,426 - mmaction - INFO - Epoch [171][1540/2147] lr: 5.071e-02, eta: 3 days, 12:53:36, time: 1.564, data_time: 0.007, memory: 16628, top1_acc: 0.4594, top5_acc: 0.7125, loss_cls: 2.3415, loss: 2.3415, grad_norm: 2.6817 2021-01-26 03:46:26,980 - mmaction - INFO - Epoch [171][1560/2147] lr: 5.071e-02, eta: 3 days, 12:53:01, time: 1.524, data_time: 0.003, memory: 16628, top1_acc: 0.4696, top5_acc: 0.7054, loss_cls: 2.3810, loss: 2.3810, grad_norm: 2.6894 2021-01-26 03:46:56,918 - mmaction - INFO - Epoch [171][1580/2147] lr: 5.071e-02, eta: 3 days, 12:52:26, time: 1.498, data_time: 0.010, memory: 16628, top1_acc: 0.4504, top5_acc: 0.7036, loss_cls: 2.4242, loss: 2.4242, grad_norm: 2.7154 2021-01-26 03:47:25,515 - mmaction - INFO - Epoch [171][1600/2147] lr: 5.071e-02, eta: 3 days, 12:51:51, time: 1.434, data_time: 0.006, memory: 16628, top1_acc: 0.4589, top5_acc: 0.6969, loss_cls: 2.4170, loss: 2.4170, grad_norm: 2.7254 2021-01-26 03:47:54,325 - mmaction - INFO - Epoch [171][1620/2147] lr: 5.071e-02, eta: 3 days, 12:51:15, time: 1.437, data_time: 0.008, memory: 16628, top1_acc: 0.4625, top5_acc: 0.7045, loss_cls: 2.4178, loss: 2.4178, grad_norm: 2.7539 2021-01-26 03:48:26,315 - mmaction - INFO - Epoch [171][1640/2147] lr: 5.071e-02, eta: 3 days, 12:50:41, time: 1.603, data_time: 0.012, memory: 16628, top1_acc: 0.4536, top5_acc: 0.6924, loss_cls: 2.4541, loss: 2.4541, grad_norm: 2.8434 2021-01-26 03:48:59,100 - mmaction - INFO - Epoch [171][1660/2147] lr: 5.071e-02, eta: 3 days, 12:50:07, time: 1.639, data_time: 0.002, memory: 16628, top1_acc: 0.4652, top5_acc: 0.6862, loss_cls: 2.4045, loss: 2.4045, grad_norm: 2.7025 2021-01-26 03:49:30,454 - mmaction - INFO - Epoch [171][1680/2147] lr: 5.071e-02, eta: 3 days, 12:49:33, time: 1.560, data_time: 0.003, memory: 16628, top1_acc: 0.4571, top5_acc: 0.7058, loss_cls: 2.4211, loss: 2.4211, grad_norm: 2.7943 2021-01-26 03:49:58,966 - mmaction - INFO - Epoch [171][1700/2147] lr: 5.071e-02, eta: 3 days, 12:48:57, time: 1.432, data_time: 0.011, memory: 16628, top1_acc: 0.4607, top5_acc: 0.6978, loss_cls: 2.3728, loss: 2.3728, grad_norm: 2.7638 2021-01-26 03:50:30,199 - mmaction - INFO - Epoch [171][1720/2147] lr: 5.071e-02, eta: 3 days, 12:48:22, time: 1.558, data_time: 0.004, memory: 16628, top1_acc: 0.4562, top5_acc: 0.6996, loss_cls: 2.3959, loss: 2.3959, grad_norm: 2.7250 2021-01-26 03:50:58,377 - mmaction - INFO - Epoch [171][1740/2147] lr: 5.071e-02, eta: 3 days, 12:47:46, time: 1.412, data_time: 0.007, memory: 16628, top1_acc: 0.4580, top5_acc: 0.6969, loss_cls: 2.4295, loss: 2.4295, grad_norm: 2.7499 2021-01-26 03:51:29,443 - mmaction - INFO - Epoch [171][1760/2147] lr: 5.071e-02, eta: 3 days, 12:47:12, time: 1.547, data_time: 0.009, memory: 16628, top1_acc: 0.4451, top5_acc: 0.6848, loss_cls: 2.4712, loss: 2.4712, grad_norm: 2.7227 2021-01-26 03:51:58,983 - mmaction - INFO - Epoch [171][1780/2147] lr: 5.071e-02, eta: 3 days, 12:46:37, time: 1.484, data_time: 0.010, memory: 16628, top1_acc: 0.4589, top5_acc: 0.6973, loss_cls: 2.4046, loss: 2.4046, grad_norm: 2.6818 2021-01-26 03:52:30,309 - mmaction - INFO - Epoch [171][1800/2147] lr: 5.071e-02, eta: 3 days, 12:46:02, time: 1.567, data_time: 0.001, memory: 16628, top1_acc: 0.4469, top5_acc: 0.6866, loss_cls: 2.4607, loss: 2.4607, grad_norm: 2.8301 2021-01-26 03:53:00,198 - mmaction - INFO - Epoch [171][1820/2147] lr: 5.071e-02, eta: 3 days, 12:45:27, time: 1.493, data_time: 0.002, memory: 16628, top1_acc: 0.4277, top5_acc: 0.6853, loss_cls: 2.5070, loss: 2.5070, grad_norm: 2.8215 2021-01-26 03:53:28,293 - mmaction - INFO - Epoch [171][1840/2147] lr: 5.071e-02, eta: 3 days, 12:44:51, time: 1.406, data_time: 0.004, memory: 16628, top1_acc: 0.4594, top5_acc: 0.6973, loss_cls: 2.4054, loss: 2.4054, grad_norm: 2.7299 2021-01-26 03:53:58,365 - mmaction - INFO - Epoch [171][1860/2147] lr: 5.071e-02, eta: 3 days, 12:44:16, time: 1.504, data_time: 0.001, memory: 16628, top1_acc: 0.4665, top5_acc: 0.7049, loss_cls: 2.3858, loss: 2.3858, grad_norm: 2.7011 2021-01-26 03:54:27,035 - mmaction - INFO - Epoch [171][1880/2147] lr: 5.071e-02, eta: 3 days, 12:43:40, time: 1.429, data_time: 0.001, memory: 16628, top1_acc: 0.4442, top5_acc: 0.6937, loss_cls: 2.4029, loss: 2.4029, grad_norm: 2.6962 2021-01-26 03:54:58,145 - mmaction - INFO - Epoch [171][1900/2147] lr: 5.071e-02, eta: 3 days, 12:43:06, time: 1.558, data_time: 0.007, memory: 16628, top1_acc: 0.4594, top5_acc: 0.6929, loss_cls: 2.4061, loss: 2.4061, grad_norm: 2.7084 2021-01-26 03:55:28,483 - mmaction - INFO - Epoch [171][1920/2147] lr: 5.071e-02, eta: 3 days, 12:42:31, time: 1.514, data_time: 0.005, memory: 16628, top1_acc: 0.4531, top5_acc: 0.6951, loss_cls: 2.3964, loss: 2.3964, grad_norm: 2.7311 2021-01-26 03:55:59,003 - mmaction - INFO - Epoch [171][1940/2147] lr: 5.071e-02, eta: 3 days, 12:41:56, time: 1.529, data_time: 0.008, memory: 16628, top1_acc: 0.4607, top5_acc: 0.6996, loss_cls: 2.3931, loss: 2.3931, grad_norm: 2.7277 2021-01-26 03:56:27,390 - mmaction - INFO - Epoch [171][1960/2147] lr: 5.071e-02, eta: 3 days, 12:41:20, time: 1.420, data_time: 0.006, memory: 16628, top1_acc: 0.4339, top5_acc: 0.6871, loss_cls: 2.4569, loss: 2.4569, grad_norm: 2.7590 2021-01-26 03:56:55,740 - mmaction - INFO - Epoch [171][1980/2147] lr: 5.071e-02, eta: 3 days, 12:40:44, time: 1.419, data_time: 0.006, memory: 16628, top1_acc: 0.4415, top5_acc: 0.6996, loss_cls: 2.4143, loss: 2.4143, grad_norm: 2.8236 2021-01-26 03:57:24,467 - mmaction - INFO - Epoch [171][2000/2147] lr: 5.071e-02, eta: 3 days, 12:40:09, time: 1.436, data_time: 0.000, memory: 16628, top1_acc: 0.4424, top5_acc: 0.7004, loss_cls: 2.4193, loss: 2.4193, grad_norm: 2.7073 2021-01-26 03:57:52,760 - mmaction - INFO - Epoch [171][2020/2147] lr: 5.071e-02, eta: 3 days, 12:39:33, time: 1.415, data_time: 0.004, memory: 16628, top1_acc: 0.4656, top5_acc: 0.7013, loss_cls: 2.3622, loss: 2.3622, grad_norm: 2.6545 2021-01-26 03:58:23,156 - mmaction - INFO - Epoch [171][2040/2147] lr: 5.071e-02, eta: 3 days, 12:38:58, time: 1.520, data_time: 0.001, memory: 16628, top1_acc: 0.4330, top5_acc: 0.6897, loss_cls: 2.4569, loss: 2.4569, grad_norm: 2.7686 2021-01-26 03:58:51,906 - mmaction - INFO - Epoch [171][2060/2147] lr: 5.071e-02, eta: 3 days, 12:38:22, time: 1.437, data_time: 0.001, memory: 16628, top1_acc: 0.4656, top5_acc: 0.7040, loss_cls: 2.3920, loss: 2.3920, grad_norm: 2.6625 2021-01-26 03:59:22,580 - mmaction - INFO - Epoch [171][2080/2147] lr: 5.071e-02, eta: 3 days, 12:37:47, time: 1.531, data_time: 0.003, memory: 16628, top1_acc: 0.4585, top5_acc: 0.7080, loss_cls: 2.3420, loss: 2.3420, grad_norm: 2.7141 2021-01-26 03:59:50,855 - mmaction - INFO - Epoch [171][2100/2147] lr: 5.071e-02, eta: 3 days, 12:37:12, time: 1.418, data_time: 0.005, memory: 16628, top1_acc: 0.4464, top5_acc: 0.7040, loss_cls: 2.3862, loss: 2.3862, grad_norm: 2.7076 2021-01-26 04:00:19,718 - mmaction - INFO - Epoch [171][2120/2147] lr: 5.071e-02, eta: 3 days, 12:36:36, time: 1.439, data_time: 0.003, memory: 16628, top1_acc: 0.4661, top5_acc: 0.7031, loss_cls: 2.3755, loss: 2.3755, grad_norm: 2.6706 2021-01-26 04:00:49,675 - mmaction - INFO - Epoch [171][2140/2147] lr: 5.071e-02, eta: 3 days, 12:36:01, time: 1.498, data_time: 0.009, memory: 16628, top1_acc: 0.4424, top5_acc: 0.6960, loss_cls: 2.4589, loss: 2.4589, grad_norm: 2.7997 2021-01-26 04:06:43,664 - mmaction - INFO - Epoch [172][20/2147] lr: 4.965e-02, eta: 3 days, 12:37:36, time: 16.311, data_time: 14.697, memory: 16628, top1_acc: 0.4607, top5_acc: 0.7040, loss_cls: 2.3784, loss: 2.3784, grad_norm: 2.7098 2021-01-26 04:07:13,404 - mmaction - INFO - Epoch [172][40/2147] lr: 4.965e-02, eta: 3 days, 12:37:01, time: 1.551, data_time: 0.083, memory: 16628, top1_acc: 0.4665, top5_acc: 0.7080, loss_cls: 2.3476, loss: 2.3476, grad_norm: 2.7856 2021-01-26 04:07:41,644 - mmaction - INFO - Epoch [172][60/2147] lr: 4.965e-02, eta: 3 days, 12:36:25, time: 1.412, data_time: 0.005, memory: 16628, top1_acc: 0.4509, top5_acc: 0.7031, loss_cls: 2.4125, loss: 2.4125, grad_norm: 2.7972 2021-01-26 04:08:12,906 - mmaction - INFO - Epoch [172][80/2147] lr: 4.965e-02, eta: 3 days, 12:35:51, time: 1.562, data_time: 0.002, memory: 16628, top1_acc: 0.4621, top5_acc: 0.7116, loss_cls: 2.3552, loss: 2.3552, grad_norm: 2.7066 2021-01-26 04:08:43,322 - mmaction - INFO - Epoch [172][100/2147] lr: 4.965e-02, eta: 3 days, 12:35:16, time: 1.522, data_time: 0.004, memory: 16628, top1_acc: 0.4473, top5_acc: 0.7138, loss_cls: 2.3720, loss: 2.3720, grad_norm: 2.7632 2021-01-26 04:09:13,969 - mmaction - INFO - Epoch [172][120/2147] lr: 4.965e-02, eta: 3 days, 12:34:41, time: 1.528, data_time: 0.001, memory: 16628, top1_acc: 0.4487, top5_acc: 0.7036, loss_cls: 2.3841, loss: 2.3841, grad_norm: 2.7357 2021-01-26 04:09:43,168 - mmaction - INFO - Epoch [172][140/2147] lr: 4.965e-02, eta: 3 days, 12:34:05, time: 1.462, data_time: 0.005, memory: 16628, top1_acc: 0.4504, top5_acc: 0.6951, loss_cls: 2.4049, loss: 2.4049, grad_norm: 2.7149 2021-01-26 04:10:14,520 - mmaction - INFO - Epoch [172][160/2147] lr: 4.965e-02, eta: 3 days, 12:33:31, time: 1.565, data_time: 0.012, memory: 16628, top1_acc: 0.4696, top5_acc: 0.7004, loss_cls: 2.3889, loss: 2.3889, grad_norm: 2.6801 2021-01-26 04:10:43,495 - mmaction - INFO - Epoch [172][180/2147] lr: 4.965e-02, eta: 3 days, 12:32:56, time: 1.454, data_time: 0.007, memory: 16628, top1_acc: 0.4705, top5_acc: 0.7214, loss_cls: 2.2888, loss: 2.2888, grad_norm: 2.6971 2021-01-26 04:11:12,306 - mmaction - INFO - Epoch [172][200/2147] lr: 4.965e-02, eta: 3 days, 12:32:20, time: 1.439, data_time: 0.007, memory: 16628, top1_acc: 0.4522, top5_acc: 0.6835, loss_cls: 2.4326, loss: 2.4326, grad_norm: 2.8213 2021-01-26 04:11:40,867 - mmaction - INFO - Epoch [172][220/2147] lr: 4.965e-02, eta: 3 days, 12:31:44, time: 1.428, data_time: 0.010, memory: 16628, top1_acc: 0.4384, top5_acc: 0.6924, loss_cls: 2.4356, loss: 2.4356, grad_norm: 2.7903 2021-01-26 04:12:14,253 - mmaction - INFO - Epoch [172][240/2147] lr: 4.965e-02, eta: 3 days, 12:31:11, time: 1.670, data_time: 0.004, memory: 16628, top1_acc: 0.4531, top5_acc: 0.6964, loss_cls: 2.3948, loss: 2.3948, grad_norm: 2.7484 2021-01-26 04:12:46,693 - mmaction - INFO - Epoch [172][260/2147] lr: 4.965e-02, eta: 3 days, 12:30:37, time: 1.620, data_time: 0.005, memory: 16628, top1_acc: 0.4652, top5_acc: 0.7067, loss_cls: 2.3638, loss: 2.3638, grad_norm: 2.7268 2021-01-26 04:13:21,559 - mmaction - INFO - Epoch [172][280/2147] lr: 4.965e-02, eta: 3 days, 12:30:04, time: 1.743, data_time: 0.003, memory: 16628, top1_acc: 0.4518, top5_acc: 0.7013, loss_cls: 2.4036, loss: 2.4036, grad_norm: 2.8346 2021-01-26 04:13:49,769 - mmaction - INFO - Epoch [172][300/2147] lr: 4.965e-02, eta: 3 days, 12:29:28, time: 1.413, data_time: 0.006, memory: 16628, top1_acc: 0.4612, top5_acc: 0.7205, loss_cls: 2.3371, loss: 2.3371, grad_norm: 2.7531 2021-01-26 04:14:19,866 - mmaction - INFO - Epoch [172][320/2147] lr: 4.965e-02, eta: 3 days, 12:28:53, time: 1.501, data_time: 0.002, memory: 16628, top1_acc: 0.4598, top5_acc: 0.7089, loss_cls: 2.3554, loss: 2.3554, grad_norm: 2.7913 2021-01-26 04:14:48,514 - mmaction - INFO - Epoch [172][340/2147] lr: 4.965e-02, eta: 3 days, 12:28:17, time: 1.436, data_time: 0.010, memory: 16628, top1_acc: 0.4732, top5_acc: 0.7112, loss_cls: 2.3389, loss: 2.3389, grad_norm: 2.6604 2021-01-26 04:15:20,527 - mmaction - INFO - Epoch [172][360/2147] lr: 4.965e-02, eta: 3 days, 12:27:43, time: 1.596, data_time: 0.006, memory: 16628, top1_acc: 0.4513, top5_acc: 0.6937, loss_cls: 2.4325, loss: 2.4325, grad_norm: 2.8136 2021-01-26 04:15:49,116 - mmaction - INFO - Epoch [172][380/2147] lr: 4.965e-02, eta: 3 days, 12:27:08, time: 1.435, data_time: 0.011, memory: 16628, top1_acc: 0.4594, top5_acc: 0.6946, loss_cls: 2.4082, loss: 2.4082, grad_norm: 2.7496 2021-01-26 04:16:19,369 - mmaction - INFO - Epoch [172][400/2147] lr: 4.965e-02, eta: 3 days, 12:26:33, time: 1.510, data_time: 0.002, memory: 16628, top1_acc: 0.4531, top5_acc: 0.7058, loss_cls: 2.3557, loss: 2.3557, grad_norm: 2.7674 2021-01-26 04:16:58,097 - mmaction - INFO - Epoch [172][420/2147] lr: 4.965e-02, eta: 3 days, 12:26:02, time: 1.938, data_time: 0.004, memory: 16628, top1_acc: 0.4496, top5_acc: 0.6964, loss_cls: 2.4534, loss: 2.4534, grad_norm: 2.8094 2021-01-26 04:17:27,933 - mmaction - INFO - Epoch [172][440/2147] lr: 4.965e-02, eta: 3 days, 12:25:27, time: 1.488, data_time: 0.004, memory: 16628, top1_acc: 0.4634, top5_acc: 0.7254, loss_cls: 2.3311, loss: 2.3311, grad_norm: 2.8235 2021-01-26 04:17:58,561 - mmaction - INFO - Epoch [172][460/2147] lr: 4.965e-02, eta: 3 days, 12:24:52, time: 1.534, data_time: 0.006, memory: 16628, top1_acc: 0.4478, top5_acc: 0.6946, loss_cls: 2.4054, loss: 2.4054, grad_norm: 2.7285 2021-01-26 04:18:27,923 - mmaction - INFO - Epoch [172][480/2147] lr: 4.965e-02, eta: 3 days, 12:24:17, time: 1.468, data_time: 0.009, memory: 16628, top1_acc: 0.4634, top5_acc: 0.7080, loss_cls: 2.3593, loss: 2.3593, grad_norm: 2.7995 2021-01-26 04:18:59,754 - mmaction - INFO - Epoch [172][500/2147] lr: 4.965e-02, eta: 3 days, 12:23:42, time: 1.593, data_time: 0.005, memory: 16628, top1_acc: 0.4379, top5_acc: 0.6772, loss_cls: 2.4781, loss: 2.4781, grad_norm: 2.8579 2021-01-26 04:19:28,531 - mmaction - INFO - Epoch [172][520/2147] lr: 4.965e-02, eta: 3 days, 12:23:07, time: 1.438, data_time: 0.004, memory: 16628, top1_acc: 0.4701, top5_acc: 0.6991, loss_cls: 2.3777, loss: 2.3777, grad_norm: 2.7327 2021-01-26 04:19:58,422 - mmaction - INFO - Epoch [172][540/2147] lr: 4.965e-02, eta: 3 days, 12:22:32, time: 1.495, data_time: 0.005, memory: 16628, top1_acc: 0.4719, top5_acc: 0.7179, loss_cls: 2.3567, loss: 2.3567, grad_norm: 2.7272 2021-01-26 04:20:29,274 - mmaction - INFO - Epoch [172][560/2147] lr: 4.965e-02, eta: 3 days, 12:21:57, time: 1.540, data_time: 0.005, memory: 16628, top1_acc: 0.4402, top5_acc: 0.6911, loss_cls: 2.4385, loss: 2.4385, grad_norm: 2.7632 2021-01-26 04:21:00,804 - mmaction - INFO - Epoch [172][580/2147] lr: 4.965e-02, eta: 3 days, 12:21:23, time: 1.569, data_time: 0.006, memory: 16628, top1_acc: 0.4612, top5_acc: 0.7071, loss_cls: 2.3618, loss: 2.3618, grad_norm: 2.7447 2021-01-26 04:21:31,676 - mmaction - INFO - Epoch [172][600/2147] lr: 4.965e-02, eta: 3 days, 12:20:48, time: 1.545, data_time: 0.014, memory: 16628, top1_acc: 0.4540, top5_acc: 0.7045, loss_cls: 2.3649, loss: 2.3649, grad_norm: 2.7561 2021-01-26 04:22:04,706 - mmaction - INFO - Epoch [172][620/2147] lr: 4.965e-02, eta: 3 days, 12:20:15, time: 1.660, data_time: 0.154, memory: 16628, top1_acc: 0.4652, top5_acc: 0.7098, loss_cls: 2.3333, loss: 2.3333, grad_norm: 2.7912 2021-01-26 04:22:34,217 - mmaction - INFO - Epoch [172][640/2147] lr: 4.965e-02, eta: 3 days, 12:19:39, time: 1.476, data_time: 0.006, memory: 16628, top1_acc: 0.4625, top5_acc: 0.7067, loss_cls: 2.3697, loss: 2.3697, grad_norm: 2.7838 2021-01-26 04:23:04,930 - mmaction - INFO - Epoch [172][660/2147] lr: 4.965e-02, eta: 3 days, 12:19:05, time: 1.536, data_time: 0.002, memory: 16628, top1_acc: 0.4705, top5_acc: 0.6933, loss_cls: 2.4333, loss: 2.4333, grad_norm: 2.8036 2021-01-26 04:23:35,180 - mmaction - INFO - Epoch [172][680/2147] lr: 4.965e-02, eta: 3 days, 12:18:30, time: 1.506, data_time: 0.003, memory: 16628, top1_acc: 0.4518, top5_acc: 0.7018, loss_cls: 2.3757, loss: 2.3757, grad_norm: 2.7426 2021-01-26 04:24:04,007 - mmaction - INFO - Epoch [172][700/2147] lr: 4.965e-02, eta: 3 days, 12:17:54, time: 1.447, data_time: 0.012, memory: 16628, top1_acc: 0.4710, top5_acc: 0.7107, loss_cls: 2.3335, loss: 2.3335, grad_norm: 2.8284 2021-01-26 04:24:34,217 - mmaction - INFO - Epoch [172][720/2147] lr: 4.965e-02, eta: 3 days, 12:17:19, time: 1.502, data_time: 0.005, memory: 16628, top1_acc: 0.4647, top5_acc: 0.7067, loss_cls: 2.3830, loss: 2.3830, grad_norm: 2.7145 2021-01-26 04:25:06,114 - mmaction - INFO - Epoch [172][740/2147] lr: 4.965e-02, eta: 3 days, 12:16:45, time: 1.586, data_time: 0.010, memory: 16628, top1_acc: 0.4589, top5_acc: 0.7022, loss_cls: 2.4165, loss: 2.4165, grad_norm: 2.6959 2021-01-26 04:25:37,319 - mmaction - INFO - Epoch [172][760/2147] lr: 4.965e-02, eta: 3 days, 12:16:10, time: 1.577, data_time: 0.024, memory: 16628, top1_acc: 0.4549, top5_acc: 0.7018, loss_cls: 2.4247, loss: 2.4247, grad_norm: 2.7420 2021-01-26 04:26:07,785 - mmaction - INFO - Epoch [172][780/2147] lr: 4.965e-02, eta: 3 days, 12:15:36, time: 1.524, data_time: 0.003, memory: 16628, top1_acc: 0.4638, top5_acc: 0.7121, loss_cls: 2.3597, loss: 2.3597, grad_norm: 2.7879 2021-01-26 04:26:43,372 - mmaction - INFO - Epoch [172][800/2147] lr: 4.965e-02, eta: 3 days, 12:15:01, time: 1.582, data_time: 0.031, memory: 16628, top1_acc: 0.4531, top5_acc: 0.7031, loss_cls: 2.3637, loss: 2.3637, grad_norm: 2.7276 2021-01-26 04:27:13,844 - mmaction - INFO - Epoch [172][820/2147] lr: 4.965e-02, eta: 3 days, 12:14:28, time: 1.721, data_time: 0.201, memory: 16628, top1_acc: 0.4674, top5_acc: 0.6978, loss_cls: 2.4083, loss: 2.4083, grad_norm: 2.7420 2021-01-26 04:27:44,473 - mmaction - INFO - Epoch [172][840/2147] lr: 4.965e-02, eta: 3 days, 12:13:54, time: 1.531, data_time: 0.002, memory: 16628, top1_acc: 0.4536, top5_acc: 0.6996, loss_cls: 2.3591, loss: 2.3591, grad_norm: 2.7577 2021-01-26 04:28:13,231 - mmaction - INFO - Epoch [172][860/2147] lr: 4.965e-02, eta: 3 days, 12:13:18, time: 1.439, data_time: 0.006, memory: 16628, top1_acc: 0.4598, top5_acc: 0.7089, loss_cls: 2.3775, loss: 2.3775, grad_norm: 2.7291 2021-01-26 04:28:44,879 - mmaction - INFO - Epoch [172][880/2147] lr: 4.965e-02, eta: 3 days, 12:12:44, time: 1.582, data_time: 0.002, memory: 16628, top1_acc: 0.4719, top5_acc: 0.7067, loss_cls: 2.3350, loss: 2.3350, grad_norm: 2.7341 2021-01-26 04:29:15,630 - mmaction - INFO - Epoch [172][900/2147] lr: 4.965e-02, eta: 3 days, 12:12:09, time: 1.537, data_time: 0.003, memory: 16628, top1_acc: 0.4478, top5_acc: 0.7049, loss_cls: 2.4005, loss: 2.4005, grad_norm: 2.8043 2021-01-26 04:29:45,517 - mmaction - INFO - Epoch [172][920/2147] lr: 4.965e-02, eta: 3 days, 12:11:34, time: 1.490, data_time: 0.004, memory: 16628, top1_acc: 0.4723, top5_acc: 0.7103, loss_cls: 2.3730, loss: 2.3730, grad_norm: 2.7964 2021-01-26 04:30:17,851 - mmaction - INFO - Epoch [172][940/2147] lr: 4.965e-02, eta: 3 days, 12:11:00, time: 1.620, data_time: 0.089, memory: 16628, top1_acc: 0.4393, top5_acc: 0.6915, loss_cls: 2.4589, loss: 2.4589, grad_norm: 2.8309 2021-01-26 04:30:47,457 - mmaction - INFO - Epoch [172][960/2147] lr: 4.965e-02, eta: 3 days, 12:10:25, time: 1.467, data_time: 0.005, memory: 16628, top1_acc: 0.4634, top5_acc: 0.7080, loss_cls: 2.3643, loss: 2.3643, grad_norm: 2.7864 2021-01-26 04:31:16,548 - mmaction - INFO - Epoch [172][980/2147] lr: 4.965e-02, eta: 3 days, 12:09:49, time: 1.467, data_time: 0.018, memory: 16628, top1_acc: 0.4433, top5_acc: 0.6991, loss_cls: 2.4106, loss: 2.4106, grad_norm: 2.8153 2021-01-26 04:31:50,188 - mmaction - INFO - Epoch [172][1000/2147] lr: 4.965e-02, eta: 3 days, 12:09:16, time: 1.684, data_time: 0.005, memory: 16628, top1_acc: 0.4710, top5_acc: 0.7134, loss_cls: 2.3115, loss: 2.3115, grad_norm: 2.7292 2021-01-26 04:32:19,621 - mmaction - INFO - Epoch [172][1020/2147] lr: 4.965e-02, eta: 3 days, 12:08:41, time: 1.470, data_time: 0.002, memory: 16628, top1_acc: 0.4696, top5_acc: 0.7071, loss_cls: 2.3365, loss: 2.3365, grad_norm: 2.7970 2021-01-26 04:32:53,494 - mmaction - INFO - Epoch [172][1040/2147] lr: 4.965e-02, eta: 3 days, 12:08:08, time: 1.686, data_time: 0.005, memory: 16628, top1_acc: 0.4687, top5_acc: 0.7094, loss_cls: 2.3517, loss: 2.3517, grad_norm: 2.8004 2021-01-26 04:33:22,337 - mmaction - INFO - Epoch [172][1060/2147] lr: 4.965e-02, eta: 3 days, 12:07:32, time: 1.451, data_time: 0.011, memory: 16628, top1_acc: 0.4558, top5_acc: 0.6866, loss_cls: 2.4294, loss: 2.4294, grad_norm: 2.8076 2021-01-26 04:33:52,193 - mmaction - INFO - Epoch [172][1080/2147] lr: 4.965e-02, eta: 3 days, 12:06:57, time: 1.492, data_time: 0.003, memory: 16628, top1_acc: 0.4513, top5_acc: 0.7085, loss_cls: 2.3895, loss: 2.3895, grad_norm: 2.8377 2021-01-26 04:34:21,793 - mmaction - INFO - Epoch [172][1100/2147] lr: 4.965e-02, eta: 3 days, 12:06:22, time: 1.475, data_time: 0.003, memory: 16628, top1_acc: 0.4473, top5_acc: 0.6937, loss_cls: 2.4412, loss: 2.4412, grad_norm: 2.7562 2021-01-26 04:34:51,260 - mmaction - INFO - Epoch [172][1120/2147] lr: 4.965e-02, eta: 3 days, 12:05:46, time: 1.476, data_time: 0.010, memory: 16628, top1_acc: 0.4571, top5_acc: 0.7134, loss_cls: 2.3480, loss: 2.3480, grad_norm: 2.8173 2021-01-26 04:35:21,566 - mmaction - INFO - Epoch [172][1140/2147] lr: 4.965e-02, eta: 3 days, 12:05:11, time: 1.508, data_time: 0.019, memory: 16628, top1_acc: 0.4696, top5_acc: 0.7036, loss_cls: 2.3702, loss: 2.3702, grad_norm: 2.7238 2021-01-26 04:35:52,587 - mmaction - INFO - Epoch [172][1160/2147] lr: 4.965e-02, eta: 3 days, 12:04:37, time: 1.560, data_time: 0.012, memory: 16628, top1_acc: 0.4571, top5_acc: 0.7067, loss_cls: 2.3573, loss: 2.3573, grad_norm: 2.7478 2021-01-26 04:36:23,072 - mmaction - INFO - Epoch [172][1180/2147] lr: 4.965e-02, eta: 3 days, 12:04:02, time: 1.522, data_time: 0.006, memory: 16628, top1_acc: 0.4504, top5_acc: 0.6996, loss_cls: 2.3973, loss: 2.3973, grad_norm: 2.7991 2021-01-26 04:36:56,937 - mmaction - INFO - Epoch [172][1200/2147] lr: 4.965e-02, eta: 3 days, 12:03:29, time: 1.695, data_time: 0.086, memory: 16628, top1_acc: 0.4567, top5_acc: 0.6996, loss_cls: 2.4079, loss: 2.4079, grad_norm: 2.7746 2021-01-26 04:37:26,140 - mmaction - INFO - Epoch [172][1220/2147] lr: 4.965e-02, eta: 3 days, 12:02:53, time: 1.457, data_time: 0.003, memory: 16628, top1_acc: 0.4598, top5_acc: 0.7152, loss_cls: 2.3829, loss: 2.3829, grad_norm: 2.6828 2021-01-26 04:37:54,631 - mmaction - INFO - Epoch [172][1240/2147] lr: 4.965e-02, eta: 3 days, 12:02:18, time: 1.429, data_time: 0.007, memory: 16628, top1_acc: 0.4558, top5_acc: 0.7085, loss_cls: 2.3600, loss: 2.3600, grad_norm: 2.7123 2021-01-26 04:38:24,606 - mmaction - INFO - Epoch [172][1260/2147] lr: 4.965e-02, eta: 3 days, 12:01:43, time: 1.494, data_time: 0.005, memory: 16628, top1_acc: 0.4415, top5_acc: 0.6973, loss_cls: 2.4384, loss: 2.4384, grad_norm: 2.8088 2021-01-26 04:38:53,056 - mmaction - INFO - Epoch [172][1280/2147] lr: 4.965e-02, eta: 3 days, 12:01:07, time: 1.426, data_time: 0.017, memory: 16628, top1_acc: 0.4313, top5_acc: 0.6835, loss_cls: 2.4736, loss: 2.4736, grad_norm: 2.7738 2021-01-26 04:39:25,168 - mmaction - INFO - Epoch [172][1300/2147] lr: 4.965e-02, eta: 3 days, 12:00:33, time: 1.603, data_time: 0.011, memory: 16628, top1_acc: 0.4616, top5_acc: 0.7080, loss_cls: 2.3595, loss: 2.3595, grad_norm: 2.8037 2021-01-26 04:39:54,812 - mmaction - INFO - Epoch [172][1320/2147] lr: 4.965e-02, eta: 3 days, 11:59:58, time: 1.485, data_time: 0.006, memory: 16628, top1_acc: 0.4638, top5_acc: 0.7125, loss_cls: 2.3769, loss: 2.3769, grad_norm: 2.7895 2021-01-26 04:40:23,022 - mmaction - INFO - Epoch [172][1340/2147] lr: 4.965e-02, eta: 3 days, 11:59:22, time: 1.412, data_time: 0.005, memory: 16628, top1_acc: 0.4679, top5_acc: 0.7094, loss_cls: 2.3776, loss: 2.3776, grad_norm: 2.7593 2021-01-26 04:40:52,324 - mmaction - INFO - Epoch [172][1360/2147] lr: 4.965e-02, eta: 3 days, 11:58:46, time: 1.464, data_time: 0.002, memory: 16628, top1_acc: 0.4406, top5_acc: 0.6813, loss_cls: 2.4518, loss: 2.4518, grad_norm: 2.8385 2021-01-26 04:41:22,370 - mmaction - INFO - Epoch [172][1380/2147] lr: 4.965e-02, eta: 3 days, 11:58:11, time: 1.498, data_time: 0.008, memory: 16628, top1_acc: 0.4487, top5_acc: 0.7071, loss_cls: 2.4037, loss: 2.4037, grad_norm: 2.7935 2021-01-26 04:41:57,481 - mmaction - INFO - Epoch [172][1400/2147] lr: 4.965e-02, eta: 3 days, 11:57:39, time: 1.758, data_time: 0.009, memory: 16628, top1_acc: 0.4496, top5_acc: 0.7009, loss_cls: 2.4056, loss: 2.4056, grad_norm: 2.8001 2021-01-26 04:42:29,640 - mmaction - INFO - Epoch [172][1420/2147] lr: 4.965e-02, eta: 3 days, 11:57:05, time: 1.601, data_time: 0.008, memory: 16628, top1_acc: 0.4496, top5_acc: 0.6973, loss_cls: 2.4241, loss: 2.4241, grad_norm: 2.7807 2021-01-26 04:43:01,459 - mmaction - INFO - Epoch [172][1440/2147] lr: 4.965e-02, eta: 3 days, 11:56:30, time: 1.592, data_time: 0.022, memory: 16628, top1_acc: 0.4491, top5_acc: 0.6969, loss_cls: 2.4531, loss: 2.4531, grad_norm: 2.7526 2021-01-26 04:43:33,100 - mmaction - INFO - Epoch [172][1460/2147] lr: 4.965e-02, eta: 3 days, 11:55:56, time: 1.585, data_time: 0.012, memory: 16628, top1_acc: 0.4562, top5_acc: 0.6987, loss_cls: 2.4027, loss: 2.4027, grad_norm: 2.7179 2021-01-26 04:44:05,660 - mmaction - INFO - Epoch [172][1480/2147] lr: 4.965e-02, eta: 3 days, 11:55:23, time: 1.633, data_time: 0.015, memory: 16628, top1_acc: 0.4513, top5_acc: 0.7040, loss_cls: 2.4203, loss: 2.4203, grad_norm: 2.7600 2021-01-26 04:44:37,477 - mmaction - INFO - Epoch [172][1500/2147] lr: 4.965e-02, eta: 3 days, 11:54:48, time: 1.591, data_time: 0.007, memory: 16628, top1_acc: 0.4607, top5_acc: 0.7031, loss_cls: 2.3620, loss: 2.3620, grad_norm: 2.6813 2021-01-26 04:45:08,482 - mmaction - INFO - Epoch [172][1520/2147] lr: 4.965e-02, eta: 3 days, 11:54:14, time: 1.547, data_time: 0.002, memory: 16628, top1_acc: 0.4455, top5_acc: 0.6991, loss_cls: 2.3952, loss: 2.3952, grad_norm: 2.7832 2021-01-26 04:45:37,315 - mmaction - INFO - Epoch [172][1540/2147] lr: 4.965e-02, eta: 3 days, 11:53:38, time: 1.443, data_time: 0.006, memory: 16628, top1_acc: 0.4594, top5_acc: 0.6969, loss_cls: 2.3558, loss: 2.3558, grad_norm: 2.7192 2021-01-26 04:46:05,794 - mmaction - INFO - Epoch [172][1560/2147] lr: 4.965e-02, eta: 3 days, 11:53:02, time: 1.425, data_time: 0.004, memory: 16628, top1_acc: 0.4518, top5_acc: 0.6982, loss_cls: 2.4016, loss: 2.4016, grad_norm: 2.7760 2021-01-26 04:46:38,007 - mmaction - INFO - Epoch [172][1580/2147] lr: 4.965e-02, eta: 3 days, 11:52:29, time: 1.611, data_time: 0.094, memory: 16628, top1_acc: 0.4500, top5_acc: 0.7071, loss_cls: 2.3948, loss: 2.3948, grad_norm: 2.7845 2021-01-26 04:47:12,188 - mmaction - INFO - Epoch [172][1600/2147] lr: 4.965e-02, eta: 3 days, 11:51:56, time: 1.708, data_time: 0.002, memory: 16628, top1_acc: 0.4701, top5_acc: 0.6982, loss_cls: 2.3781, loss: 2.3781, grad_norm: 2.7851 2021-01-26 04:47:40,593 - mmaction - INFO - Epoch [172][1620/2147] lr: 4.965e-02, eta: 3 days, 11:51:20, time: 1.420, data_time: 0.004, memory: 16628, top1_acc: 0.4478, top5_acc: 0.6946, loss_cls: 2.4272, loss: 2.4272, grad_norm: 2.7804 2021-01-26 04:48:10,639 - mmaction - INFO - Epoch [172][1640/2147] lr: 4.965e-02, eta: 3 days, 11:50:45, time: 1.504, data_time: 0.006, memory: 16628, top1_acc: 0.4621, top5_acc: 0.7058, loss_cls: 2.3699, loss: 2.3699, grad_norm: 2.7092 2021-01-26 04:48:39,032 - mmaction - INFO - Epoch [172][1660/2147] lr: 4.965e-02, eta: 3 days, 11:50:09, time: 1.419, data_time: 0.004, memory: 16628, top1_acc: 0.4786, top5_acc: 0.7156, loss_cls: 2.3202, loss: 2.3202, grad_norm: 2.6703 2021-01-26 04:49:09,245 - mmaction - INFO - Epoch [172][1680/2147] lr: 4.965e-02, eta: 3 days, 11:49:34, time: 1.510, data_time: 0.006, memory: 16628, top1_acc: 0.4728, top5_acc: 0.7201, loss_cls: 2.2758, loss: 2.2758, grad_norm: 2.7776 2021-01-26 04:49:40,203 - mmaction - INFO - Epoch [172][1700/2147] lr: 4.965e-02, eta: 3 days, 11:48:59, time: 1.547, data_time: 0.005, memory: 16628, top1_acc: 0.4580, top5_acc: 0.7004, loss_cls: 2.3832, loss: 2.3832, grad_norm: 2.7842 2021-01-26 04:50:10,618 - mmaction - INFO - Epoch [172][1720/2147] lr: 4.965e-02, eta: 3 days, 11:48:25, time: 1.520, data_time: 0.004, memory: 16628, top1_acc: 0.4393, top5_acc: 0.6848, loss_cls: 2.5001, loss: 2.5001, grad_norm: 2.8283 2021-01-26 04:50:40,418 - mmaction - INFO - Epoch [172][1740/2147] lr: 4.965e-02, eta: 3 days, 11:47:49, time: 1.493, data_time: 0.011, memory: 16628, top1_acc: 0.4549, top5_acc: 0.6737, loss_cls: 2.4914, loss: 2.4914, grad_norm: 2.6872 2021-01-26 04:51:09,376 - mmaction - INFO - Epoch [172][1760/2147] lr: 4.965e-02, eta: 3 days, 11:47:14, time: 1.445, data_time: 0.004, memory: 16628, top1_acc: 0.4509, top5_acc: 0.6857, loss_cls: 2.4282, loss: 2.4282, grad_norm: 2.7625 2021-01-26 04:51:39,299 - mmaction - INFO - Epoch [172][1780/2147] lr: 4.965e-02, eta: 3 days, 11:46:39, time: 1.499, data_time: 0.009, memory: 16628, top1_acc: 0.4429, top5_acc: 0.6920, loss_cls: 2.4608, loss: 2.4608, grad_norm: 2.7887 2021-01-26 04:52:10,556 - mmaction - INFO - Epoch [172][1800/2147] lr: 4.965e-02, eta: 3 days, 11:46:04, time: 1.561, data_time: 0.009, memory: 16628, top1_acc: 0.4576, top5_acc: 0.7040, loss_cls: 2.3982, loss: 2.3982, grad_norm: 2.8041 2021-01-26 04:52:39,152 - mmaction - INFO - Epoch [172][1820/2147] lr: 4.965e-02, eta: 3 days, 11:45:29, time: 1.432, data_time: 0.005, memory: 16628, top1_acc: 0.4527, top5_acc: 0.6920, loss_cls: 2.4112, loss: 2.4112, grad_norm: 2.7900 2021-01-26 04:53:11,934 - mmaction - INFO - Epoch [172][1840/2147] lr: 4.965e-02, eta: 3 days, 11:44:55, time: 1.639, data_time: 0.001, memory: 16628, top1_acc: 0.4424, top5_acc: 0.6875, loss_cls: 2.4697, loss: 2.4697, grad_norm: 2.7351 2021-01-26 04:53:42,155 - mmaction - INFO - Epoch [172][1860/2147] lr: 4.965e-02, eta: 3 days, 11:44:20, time: 1.511, data_time: 0.005, memory: 16628, top1_acc: 0.4330, top5_acc: 0.7040, loss_cls: 2.4226, loss: 2.4226, grad_norm: 2.8435 2021-01-26 04:54:10,620 - mmaction - INFO - Epoch [172][1880/2147] lr: 4.965e-02, eta: 3 days, 11:43:44, time: 1.423, data_time: 0.004, memory: 16628, top1_acc: 0.4473, top5_acc: 0.6920, loss_cls: 2.4746, loss: 2.4746, grad_norm: 2.8045 2021-01-26 04:54:40,444 - mmaction - INFO - Epoch [172][1900/2147] lr: 4.965e-02, eta: 3 days, 11:43:09, time: 1.489, data_time: 0.005, memory: 16628, top1_acc: 0.4491, top5_acc: 0.6924, loss_cls: 2.4444, loss: 2.4444, grad_norm: 2.6864 2021-01-26 04:55:10,769 - mmaction - INFO - Epoch [172][1920/2147] lr: 4.965e-02, eta: 3 days, 11:42:34, time: 1.504, data_time: 0.007, memory: 16628, top1_acc: 0.4594, top5_acc: 0.7183, loss_cls: 2.3011, loss: 2.3011, grad_norm: 2.6296 2021-01-26 04:55:44,004 - mmaction - INFO - Epoch [172][1940/2147] lr: 4.965e-02, eta: 3 days, 11:42:01, time: 1.662, data_time: 0.019, memory: 16628, top1_acc: 0.4277, top5_acc: 0.6915, loss_cls: 2.5103, loss: 2.5103, grad_norm: 2.8407 2021-01-26 04:56:13,807 - mmaction - INFO - Epoch [172][1960/2147] lr: 4.965e-02, eta: 3 days, 11:41:26, time: 1.504, data_time: 0.017, memory: 16628, top1_acc: 0.4612, top5_acc: 0.6960, loss_cls: 2.3925, loss: 2.3925, grad_norm: 2.6815 2021-01-26 04:56:48,831 - mmaction - INFO - Epoch [172][1980/2147] lr: 4.965e-02, eta: 3 days, 11:40:53, time: 1.741, data_time: 0.002, memory: 16628, top1_acc: 0.4746, top5_acc: 0.6982, loss_cls: 2.3991, loss: 2.3991, grad_norm: 2.7177 2021-01-26 04:57:18,985 - mmaction - INFO - Epoch [172][2000/2147] lr: 4.965e-02, eta: 3 days, 11:40:18, time: 1.517, data_time: 0.013, memory: 16628, top1_acc: 0.4362, top5_acc: 0.6795, loss_cls: 2.4729, loss: 2.4729, grad_norm: 2.8446 2021-01-26 04:57:47,550 - mmaction - INFO - Epoch [172][2020/2147] lr: 4.965e-02, eta: 3 days, 11:39:42, time: 1.428, data_time: 0.005, memory: 16628, top1_acc: 0.4647, top5_acc: 0.7089, loss_cls: 2.3468, loss: 2.3468, grad_norm: 2.7184 2021-01-26 04:58:15,820 - mmaction - INFO - Epoch [172][2040/2147] lr: 4.965e-02, eta: 3 days, 11:39:07, time: 1.413, data_time: 0.008, memory: 16628, top1_acc: 0.4817, top5_acc: 0.7000, loss_cls: 2.3477, loss: 2.3477, grad_norm: 2.7258 2021-01-26 04:58:51,683 - mmaction - INFO - Epoch [172][2060/2147] lr: 4.965e-02, eta: 3 days, 11:38:34, time: 1.791, data_time: 0.002, memory: 16628, top1_acc: 0.4576, top5_acc: 0.7013, loss_cls: 2.4148, loss: 2.4148, grad_norm: 2.7547 2021-01-26 04:59:19,994 - mmaction - INFO - Epoch [172][2080/2147] lr: 4.965e-02, eta: 3 days, 11:37:59, time: 1.417, data_time: 0.009, memory: 16628, top1_acc: 0.4527, top5_acc: 0.7054, loss_cls: 2.4022, loss: 2.4022, grad_norm: 2.7215 2021-01-26 04:59:49,063 - mmaction - INFO - Epoch [172][2100/2147] lr: 4.965e-02, eta: 3 days, 11:37:23, time: 1.449, data_time: 0.005, memory: 16628, top1_acc: 0.4540, top5_acc: 0.7103, loss_cls: 2.3378, loss: 2.3378, grad_norm: 2.7450 2021-01-26 05:00:17,732 - mmaction - INFO - Epoch [172][2120/2147] lr: 4.965e-02, eta: 3 days, 11:36:47, time: 1.431, data_time: 0.014, memory: 16628, top1_acc: 0.4491, top5_acc: 0.6951, loss_cls: 2.4062, loss: 2.4062, grad_norm: 2.6942 2021-01-26 05:00:47,124 - mmaction - INFO - Epoch [172][2140/2147] lr: 4.965e-02, eta: 3 days, 11:36:12, time: 1.475, data_time: 0.013, memory: 16628, top1_acc: 0.4460, top5_acc: 0.6996, loss_cls: 2.4067, loss: 2.4067, grad_norm: 2.7721 2021-01-26 05:01:14,105 - mmaction - INFO - Saving checkpoint at 172 epochs 2021-01-26 05:07:24,297 - mmaction - INFO - Epoch [173][20/2147] lr: 4.859e-02, eta: 3 days, 11:38:05, time: 18.404, data_time: 16.670, memory: 16628, top1_acc: 0.4473, top5_acc: 0.7004, loss_cls: 2.4169, loss: 2.4169, grad_norm: 2.7344 2021-01-26 05:07:53,223 - mmaction - INFO - Epoch [173][40/2147] lr: 4.859e-02, eta: 3 days, 11:37:29, time: 1.448, data_time: 0.004, memory: 16628, top1_acc: 0.4879, top5_acc: 0.7174, loss_cls: 2.2794, loss: 2.2794, grad_norm: 2.6968 2021-01-26 05:08:23,197 - mmaction - INFO - Epoch [173][60/2147] lr: 4.859e-02, eta: 3 days, 11:36:54, time: 1.499, data_time: 0.002, memory: 16628, top1_acc: 0.4688, top5_acc: 0.7022, loss_cls: 2.3488, loss: 2.3488, grad_norm: 2.7948 2021-01-26 05:08:54,381 - mmaction - INFO - Epoch [173][80/2147] lr: 4.859e-02, eta: 3 days, 11:36:20, time: 1.557, data_time: 0.005, memory: 16628, top1_acc: 0.4862, top5_acc: 0.7232, loss_cls: 2.2659, loss: 2.2659, grad_norm: 2.7080 2021-01-26 05:09:23,014 - mmaction - INFO - Epoch [173][100/2147] lr: 4.859e-02, eta: 3 days, 11:35:44, time: 1.432, data_time: 0.006, memory: 16628, top1_acc: 0.4973, top5_acc: 0.7375, loss_cls: 2.2111, loss: 2.2111, grad_norm: 2.6796 2021-01-26 05:09:51,384 - mmaction - INFO - Epoch [173][120/2147] lr: 4.859e-02, eta: 3 days, 11:35:08, time: 1.421, data_time: 0.005, memory: 16628, top1_acc: 0.4616, top5_acc: 0.6955, loss_cls: 2.3827, loss: 2.3827, grad_norm: 2.8525 2021-01-26 05:10:20,074 - mmaction - INFO - Epoch [173][140/2147] lr: 4.859e-02, eta: 3 days, 11:34:32, time: 1.435, data_time: 0.000, memory: 16628, top1_acc: 0.4826, top5_acc: 0.6973, loss_cls: 2.3376, loss: 2.3376, grad_norm: 2.7273 2021-01-26 05:10:48,676 - mmaction - INFO - Epoch [173][160/2147] lr: 4.859e-02, eta: 3 days, 11:33:57, time: 1.430, data_time: 0.001, memory: 16628, top1_acc: 0.4665, top5_acc: 0.7085, loss_cls: 2.3296, loss: 2.3296, grad_norm: 2.7346 2021-01-26 05:11:19,670 - mmaction - INFO - Epoch [173][180/2147] lr: 4.859e-02, eta: 3 days, 11:33:22, time: 1.532, data_time: 0.006, memory: 16628, top1_acc: 0.4754, top5_acc: 0.7152, loss_cls: 2.3330, loss: 2.3330, grad_norm: 2.7919 2021-01-26 05:11:51,737 - mmaction - INFO - Epoch [173][200/2147] lr: 4.859e-02, eta: 3 days, 11:32:48, time: 1.622, data_time: 0.020, memory: 16628, top1_acc: 0.4500, top5_acc: 0.6893, loss_cls: 2.4523, loss: 2.4523, grad_norm: 2.8408 2021-01-26 05:12:21,259 - mmaction - INFO - Epoch [173][220/2147] lr: 4.859e-02, eta: 3 days, 11:32:13, time: 1.474, data_time: 0.004, memory: 16628, top1_acc: 0.4737, top5_acc: 0.7188, loss_cls: 2.2875, loss: 2.2875, grad_norm: 2.7951 2021-01-26 05:12:49,534 - mmaction - INFO - Epoch [173][240/2147] lr: 4.859e-02, eta: 3 days, 11:31:37, time: 1.415, data_time: 0.003, memory: 16628, top1_acc: 0.4643, top5_acc: 0.7103, loss_cls: 2.3356, loss: 2.3356, grad_norm: 2.7863 2021-01-26 05:13:18,375 - mmaction - INFO - Epoch [173][260/2147] lr: 4.859e-02, eta: 3 days, 11:31:01, time: 1.442, data_time: 0.003, memory: 16628, top1_acc: 0.4634, top5_acc: 0.7080, loss_cls: 2.3717, loss: 2.3717, grad_norm: 2.8332 2021-01-26 05:13:46,735 - mmaction - INFO - Epoch [173][280/2147] lr: 4.859e-02, eta: 3 days, 11:30:25, time: 1.418, data_time: 0.002, memory: 16628, top1_acc: 0.4585, top5_acc: 0.6937, loss_cls: 2.3944, loss: 2.3944, grad_norm: 2.7766 2021-01-26 05:14:15,236 - mmaction - INFO - Epoch [173][300/2147] lr: 4.859e-02, eta: 3 days, 11:29:50, time: 1.425, data_time: 0.003, memory: 16628, top1_acc: 0.4634, top5_acc: 0.6960, loss_cls: 2.3922, loss: 2.3922, grad_norm: 2.7375 2021-01-26 05:14:43,439 - mmaction - INFO - Epoch [173][320/2147] lr: 4.859e-02, eta: 3 days, 11:29:14, time: 1.410, data_time: 0.001, memory: 16628, top1_acc: 0.4741, top5_acc: 0.7071, loss_cls: 2.3008, loss: 2.3008, grad_norm: 2.7189 2021-01-26 05:15:12,028 - mmaction - INFO - Epoch [173][340/2147] lr: 4.859e-02, eta: 3 days, 11:28:38, time: 1.424, data_time: 0.005, memory: 16628, top1_acc: 0.4835, top5_acc: 0.7129, loss_cls: 2.2777, loss: 2.2777, grad_norm: 2.7277 2021-01-26 05:15:41,419 - mmaction - INFO - Epoch [173][360/2147] lr: 4.859e-02, eta: 3 days, 11:28:03, time: 1.473, data_time: 0.012, memory: 16628, top1_acc: 0.4688, top5_acc: 0.7098, loss_cls: 2.3197, loss: 2.3197, grad_norm: 2.7394 2021-01-26 05:16:11,466 - mmaction - INFO - Epoch [173][380/2147] lr: 4.859e-02, eta: 3 days, 11:27:28, time: 1.505, data_time: 0.004, memory: 16628, top1_acc: 0.4580, top5_acc: 0.6951, loss_cls: 2.4108, loss: 2.4108, grad_norm: 2.7757 2021-01-26 05:16:48,094 - mmaction - INFO - Epoch [173][400/2147] lr: 4.859e-02, eta: 3 days, 11:26:55, time: 1.777, data_time: 0.002, memory: 16628, top1_acc: 0.4728, top5_acc: 0.7071, loss_cls: 2.3213, loss: 2.3213, grad_norm: 2.6866 2021-01-26 05:17:17,445 - mmaction - INFO - Epoch [173][420/2147] lr: 4.859e-02, eta: 3 days, 11:26:21, time: 1.522, data_time: 0.060, memory: 16628, top1_acc: 0.4576, top5_acc: 0.7134, loss_cls: 2.3643, loss: 2.3643, grad_norm: 2.7591 2021-01-26 05:17:47,722 - mmaction - INFO - Epoch [173][440/2147] lr: 4.859e-02, eta: 3 days, 11:25:46, time: 1.513, data_time: 0.002, memory: 16628, top1_acc: 0.4536, top5_acc: 0.7013, loss_cls: 2.3847, loss: 2.3847, grad_norm: 2.7386 2021-01-26 05:18:21,302 - mmaction - INFO - Epoch [173][460/2147] lr: 4.859e-02, eta: 3 days, 11:25:12, time: 1.678, data_time: 0.009, memory: 16628, top1_acc: 0.4643, top5_acc: 0.7076, loss_cls: 2.3425, loss: 2.3425, grad_norm: 2.7989 2021-01-26 05:18:53,859 - mmaction - INFO - Epoch [173][480/2147] lr: 4.859e-02, eta: 3 days, 11:24:39, time: 1.629, data_time: 0.012, memory: 16628, top1_acc: 0.4665, top5_acc: 0.7049, loss_cls: 2.3576, loss: 2.3576, grad_norm: 2.8287 2021-01-26 05:19:24,455 - mmaction - INFO - Epoch [173][500/2147] lr: 4.859e-02, eta: 3 days, 11:24:04, time: 1.528, data_time: 0.002, memory: 16628, top1_acc: 0.4585, top5_acc: 0.6933, loss_cls: 2.3767, loss: 2.3767, grad_norm: 2.7460 2021-01-26 05:19:53,246 - mmaction - INFO - Epoch [173][520/2147] lr: 4.859e-02, eta: 3 days, 11:23:28, time: 1.441, data_time: 0.003, memory: 16628, top1_acc: 0.4647, top5_acc: 0.7089, loss_cls: 2.3438, loss: 2.3438, grad_norm: 2.7878 2021-01-26 05:20:23,328 - mmaction - INFO - Epoch [173][540/2147] lr: 4.859e-02, eta: 3 days, 11:22:53, time: 1.498, data_time: 0.005, memory: 16628, top1_acc: 0.4558, top5_acc: 0.7004, loss_cls: 2.3878, loss: 2.3878, grad_norm: 2.8151 2021-01-26 05:20:52,134 - mmaction - INFO - Epoch [173][560/2147] lr: 4.859e-02, eta: 3 days, 11:22:18, time: 1.446, data_time: 0.011, memory: 16628, top1_acc: 0.4746, top5_acc: 0.7009, loss_cls: 2.3515, loss: 2.3515, grad_norm: 2.7513 2021-01-26 05:21:23,201 - mmaction - INFO - Epoch [173][580/2147] lr: 4.859e-02, eta: 3 days, 11:21:43, time: 1.553, data_time: 0.003, memory: 16628, top1_acc: 0.4844, top5_acc: 0.7223, loss_cls: 2.2587, loss: 2.2587, grad_norm: 2.7272 2021-01-26 05:21:53,084 - mmaction - INFO - Epoch [173][600/2147] lr: 4.859e-02, eta: 3 days, 11:21:08, time: 1.492, data_time: 0.003, memory: 16628, top1_acc: 0.4603, top5_acc: 0.7107, loss_cls: 2.3638, loss: 2.3638, grad_norm: 2.8269 2021-01-26 05:22:24,166 - mmaction - INFO - Epoch [173][620/2147] lr: 4.859e-02, eta: 3 days, 11:20:33, time: 1.556, data_time: 0.006, memory: 16628, top1_acc: 0.4603, top5_acc: 0.7045, loss_cls: 2.3338, loss: 2.3338, grad_norm: 2.7835 2021-01-26 05:22:57,332 - mmaction - INFO - Epoch [173][640/2147] lr: 4.859e-02, eta: 3 days, 11:19:59, time: 1.564, data_time: 0.003, memory: 16628, top1_acc: 0.4536, top5_acc: 0.6906, loss_cls: 2.4459, loss: 2.4459, grad_norm: 2.7135 2021-01-26 05:23:26,075 - mmaction - INFO - Epoch [173][660/2147] lr: 4.859e-02, eta: 3 days, 11:19:24, time: 1.532, data_time: 0.098, memory: 16628, top1_acc: 0.4594, top5_acc: 0.7129, loss_cls: 2.3298, loss: 2.3298, grad_norm: 2.7415 2021-01-26 05:23:54,281 - mmaction - INFO - Epoch [173][680/2147] lr: 4.859e-02, eta: 3 days, 11:18:48, time: 1.410, data_time: 0.005, memory: 16628, top1_acc: 0.4513, top5_acc: 0.6960, loss_cls: 2.3871, loss: 2.3871, grad_norm: 2.7863 2021-01-26 05:24:25,108 - mmaction - INFO - Epoch [173][700/2147] lr: 4.859e-02, eta: 3 days, 11:18:14, time: 1.540, data_time: 0.001, memory: 16628, top1_acc: 0.4567, top5_acc: 0.7080, loss_cls: 2.3941, loss: 2.3941, grad_norm: 2.7628 2021-01-26 05:24:55,945 - mmaction - INFO - Epoch [173][720/2147] lr: 4.859e-02, eta: 3 days, 11:17:39, time: 1.541, data_time: 0.008, memory: 16628, top1_acc: 0.4451, top5_acc: 0.7080, loss_cls: 2.4019, loss: 2.4019, grad_norm: 2.7986 2021-01-26 05:25:24,506 - mmaction - INFO - Epoch [173][740/2147] lr: 4.859e-02, eta: 3 days, 11:17:03, time: 1.430, data_time: 0.003, memory: 16628, top1_acc: 0.4647, top5_acc: 0.7089, loss_cls: 2.3775, loss: 2.3775, grad_norm: 2.8393 2021-01-26 05:25:53,935 - mmaction - INFO - Epoch [173][760/2147] lr: 4.859e-02, eta: 3 days, 11:16:28, time: 1.461, data_time: 0.004, memory: 16628, top1_acc: 0.4513, top5_acc: 0.6982, loss_cls: 2.3978, loss: 2.3978, grad_norm: 2.7609 2021-01-26 05:26:22,891 - mmaction - INFO - Epoch [173][780/2147] lr: 4.859e-02, eta: 3 days, 11:15:53, time: 1.457, data_time: 0.014, memory: 16628, top1_acc: 0.4451, top5_acc: 0.6897, loss_cls: 2.4294, loss: 2.4294, grad_norm: 2.6981 2021-01-26 05:27:07,331 - mmaction - INFO - Epoch [173][800/2147] lr: 4.859e-02, eta: 3 days, 11:15:24, time: 2.217, data_time: 0.008, memory: 16628, top1_acc: 0.4558, top5_acc: 0.7049, loss_cls: 2.3591, loss: 2.3591, grad_norm: 2.6982 2021-01-26 05:27:35,514 - mmaction - INFO - Epoch [173][820/2147] lr: 4.859e-02, eta: 3 days, 11:14:49, time: 1.415, data_time: 0.008, memory: 16628, top1_acc: 0.4562, top5_acc: 0.6920, loss_cls: 2.4218, loss: 2.4218, grad_norm: 2.7936 2021-01-26 05:28:07,841 - mmaction - INFO - Epoch [173][840/2147] lr: 4.859e-02, eta: 3 days, 11:14:15, time: 1.616, data_time: 0.001, memory: 16628, top1_acc: 0.4536, top5_acc: 0.6991, loss_cls: 2.4129, loss: 2.4129, grad_norm: 2.7935 2021-01-26 05:28:37,886 - mmaction - INFO - Epoch [173][860/2147] lr: 4.859e-02, eta: 3 days, 11:13:40, time: 1.503, data_time: 0.002, memory: 16628, top1_acc: 0.4504, top5_acc: 0.6973, loss_cls: 2.3831, loss: 2.3831, grad_norm: 2.8331 2021-01-26 05:29:06,939 - mmaction - INFO - Epoch [173][880/2147] lr: 4.859e-02, eta: 3 days, 11:13:04, time: 1.449, data_time: 0.000, memory: 16628, top1_acc: 0.4862, top5_acc: 0.7098, loss_cls: 2.3496, loss: 2.3496, grad_norm: 2.6653 2021-01-26 05:29:35,351 - mmaction - INFO - Epoch [173][900/2147] lr: 4.859e-02, eta: 3 days, 11:12:28, time: 1.424, data_time: 0.006, memory: 16628, top1_acc: 0.4728, top5_acc: 0.7116, loss_cls: 2.3348, loss: 2.3348, grad_norm: 2.7912 2021-01-26 05:30:03,851 - mmaction - INFO - Epoch [173][920/2147] lr: 4.859e-02, eta: 3 days, 11:11:53, time: 1.425, data_time: 0.004, memory: 16628, top1_acc: 0.4527, top5_acc: 0.6937, loss_cls: 2.4114, loss: 2.4114, grad_norm: 2.7710 2021-01-26 05:30:33,477 - mmaction - INFO - Epoch [173][940/2147] lr: 4.859e-02, eta: 3 days, 11:11:17, time: 1.482, data_time: 0.003, memory: 16628, top1_acc: 0.4531, top5_acc: 0.7009, loss_cls: 2.3862, loss: 2.3862, grad_norm: 2.7806 2021-01-26 05:31:07,777 - mmaction - INFO - Epoch [173][960/2147] lr: 4.859e-02, eta: 3 days, 11:10:44, time: 1.709, data_time: 0.011, memory: 16628, top1_acc: 0.4629, top5_acc: 0.6973, loss_cls: 2.3457, loss: 2.3457, grad_norm: 2.7145 2021-01-26 05:31:43,506 - mmaction - INFO - Epoch [173][980/2147] lr: 4.859e-02, eta: 3 days, 11:10:12, time: 1.722, data_time: 0.009, memory: 16628, top1_acc: 0.4487, top5_acc: 0.7004, loss_cls: 2.3695, loss: 2.3695, grad_norm: 2.8131 2021-01-26 05:32:23,283 - mmaction - INFO - Epoch [173][1000/2147] lr: 4.859e-02, eta: 3 days, 11:09:42, time: 2.055, data_time: 0.076, memory: 16628, top1_acc: 0.4513, top5_acc: 0.6937, loss_cls: 2.4291, loss: 2.4291, grad_norm: 2.7842 2021-01-26 05:32:53,311 - mmaction - INFO - Epoch [173][1020/2147] lr: 4.859e-02, eta: 3 days, 11:09:07, time: 1.506, data_time: 0.007, memory: 16628, top1_acc: 0.4563, top5_acc: 0.7116, loss_cls: 2.3630, loss: 2.3630, grad_norm: 2.7865 2021-01-26 05:33:25,729 - mmaction - INFO - Epoch [173][1040/2147] lr: 4.859e-02, eta: 3 days, 11:08:33, time: 1.608, data_time: 0.001, memory: 16628, top1_acc: 0.4451, top5_acc: 0.6848, loss_cls: 2.4721, loss: 2.4721, grad_norm: 2.8297 2021-01-26 05:33:57,071 - mmaction - INFO - Epoch [173][1060/2147] lr: 4.859e-02, eta: 3 days, 11:07:59, time: 1.579, data_time: 0.015, memory: 16628, top1_acc: 0.4652, top5_acc: 0.7036, loss_cls: 2.3516, loss: 2.3516, grad_norm: 2.8372 2021-01-26 05:34:26,563 - mmaction - INFO - Epoch [173][1080/2147] lr: 4.859e-02, eta: 3 days, 11:07:23, time: 1.472, data_time: 0.004, memory: 16628, top1_acc: 0.4634, top5_acc: 0.7054, loss_cls: 2.3518, loss: 2.3518, grad_norm: 2.8070 2021-01-26 05:34:56,485 - mmaction - INFO - Epoch [173][1100/2147] lr: 4.859e-02, eta: 3 days, 11:06:48, time: 1.499, data_time: 0.010, memory: 16628, top1_acc: 0.4571, top5_acc: 0.7103, loss_cls: 2.3581, loss: 2.3581, grad_norm: 2.8273 2021-01-26 05:35:30,013 - mmaction - INFO - Epoch [173][1120/2147] lr: 4.859e-02, eta: 3 days, 11:06:15, time: 1.671, data_time: 0.004, memory: 16628, top1_acc: 0.4692, top5_acc: 0.7156, loss_cls: 2.3301, loss: 2.3301, grad_norm: 2.7389 2021-01-26 05:36:00,676 - mmaction - INFO - Epoch [173][1140/2147] lr: 4.859e-02, eta: 3 days, 11:05:40, time: 1.540, data_time: 0.009, memory: 16628, top1_acc: 0.4482, top5_acc: 0.7098, loss_cls: 2.3667, loss: 2.3667, grad_norm: 2.8109 2021-01-26 05:36:32,103 - mmaction - INFO - Epoch [173][1160/2147] lr: 4.859e-02, eta: 3 days, 11:05:06, time: 1.569, data_time: 0.001, memory: 16628, top1_acc: 0.4580, top5_acc: 0.7143, loss_cls: 2.3185, loss: 2.3185, grad_norm: 2.7374 2021-01-26 05:37:05,099 - mmaction - INFO - Epoch [173][1180/2147] lr: 4.859e-02, eta: 3 days, 11:04:33, time: 1.652, data_time: 0.089, memory: 16628, top1_acc: 0.4393, top5_acc: 0.6969, loss_cls: 2.4276, loss: 2.4276, grad_norm: 2.7886 2021-01-26 05:37:33,811 - mmaction - INFO - Epoch [173][1200/2147] lr: 4.859e-02, eta: 3 days, 11:03:57, time: 1.432, data_time: 0.001, memory: 16628, top1_acc: 0.4442, top5_acc: 0.7004, loss_cls: 2.4058, loss: 2.4058, grad_norm: 2.8094 2021-01-26 05:38:03,903 - mmaction - INFO - Epoch [173][1220/2147] lr: 4.859e-02, eta: 3 days, 11:03:22, time: 1.507, data_time: 0.006, memory: 16628, top1_acc: 0.4518, top5_acc: 0.6937, loss_cls: 2.4111, loss: 2.4111, grad_norm: 2.7771 2021-01-26 05:38:36,546 - mmaction - INFO - Epoch [173][1240/2147] lr: 4.859e-02, eta: 3 days, 11:02:48, time: 1.628, data_time: 0.003, memory: 16628, top1_acc: 0.4665, top5_acc: 0.7174, loss_cls: 2.3550, loss: 2.3550, grad_norm: 2.7336 2021-01-26 05:39:06,204 - mmaction - INFO - Epoch [173][1260/2147] lr: 4.859e-02, eta: 3 days, 11:02:13, time: 1.488, data_time: 0.009, memory: 16628, top1_acc: 0.4513, top5_acc: 0.7036, loss_cls: 2.3760, loss: 2.3760, grad_norm: 2.8150 2021-01-26 05:39:34,415 - mmaction - INFO - Epoch [173][1280/2147] lr: 4.859e-02, eta: 3 days, 11:01:37, time: 1.411, data_time: 0.001, memory: 16628, top1_acc: 0.4750, top5_acc: 0.7263, loss_cls: 2.2829, loss: 2.2829, grad_norm: 2.7907 2021-01-26 05:40:04,418 - mmaction - INFO - Epoch [173][1300/2147] lr: 4.859e-02, eta: 3 days, 11:01:02, time: 1.495, data_time: 0.004, memory: 16628, top1_acc: 0.4629, top5_acc: 0.6973, loss_cls: 2.3538, loss: 2.3538, grad_norm: 2.7943 2021-01-26 05:40:33,370 - mmaction - INFO - Epoch [173][1320/2147] lr: 4.859e-02, eta: 3 days, 11:00:27, time: 1.452, data_time: 0.007, memory: 16628, top1_acc: 0.4433, top5_acc: 0.6879, loss_cls: 2.4333, loss: 2.4333, grad_norm: 2.8912 2021-01-26 05:41:04,041 - mmaction - INFO - Epoch [173][1340/2147] lr: 4.859e-02, eta: 3 days, 10:59:52, time: 1.533, data_time: 0.001, memory: 16628, top1_acc: 0.4754, top5_acc: 0.7188, loss_cls: 2.3286, loss: 2.3286, grad_norm: 2.7716 2021-01-26 05:41:32,251 - mmaction - INFO - Epoch [173][1360/2147] lr: 4.859e-02, eta: 3 days, 10:59:16, time: 1.411, data_time: 0.003, memory: 16628, top1_acc: 0.4518, top5_acc: 0.6929, loss_cls: 2.4108, loss: 2.4108, grad_norm: 2.7784 2021-01-26 05:42:09,722 - mmaction - INFO - Epoch [173][1380/2147] lr: 4.859e-02, eta: 3 days, 10:58:44, time: 1.868, data_time: 0.155, memory: 16628, top1_acc: 0.4768, top5_acc: 0.7147, loss_cls: 2.3148, loss: 2.3148, grad_norm: 2.7666 2021-01-26 05:42:37,935 - mmaction - INFO - Epoch [173][1400/2147] lr: 4.859e-02, eta: 3 days, 10:58:09, time: 1.416, data_time: 0.008, memory: 16628, top1_acc: 0.4254, top5_acc: 0.6875, loss_cls: 2.4735, loss: 2.4735, grad_norm: 2.8352 2021-01-26 05:43:15,707 - mmaction - INFO - Epoch [173][1420/2147] lr: 4.859e-02, eta: 3 days, 10:57:37, time: 1.884, data_time: 0.005, memory: 16628, top1_acc: 0.4804, top5_acc: 0.7022, loss_cls: 2.3547, loss: 2.3547, grad_norm: 2.6893 2021-01-26 05:43:46,197 - mmaction - INFO - Epoch [173][1440/2147] lr: 4.859e-02, eta: 3 days, 10:57:03, time: 1.530, data_time: 0.007, memory: 16628, top1_acc: 0.4790, top5_acc: 0.7085, loss_cls: 2.3143, loss: 2.3143, grad_norm: 2.6766 2021-01-26 05:44:14,613 - mmaction - INFO - Epoch [173][1460/2147] lr: 4.859e-02, eta: 3 days, 10:56:27, time: 1.420, data_time: 0.004, memory: 16628, top1_acc: 0.4647, top5_acc: 0.7054, loss_cls: 2.3641, loss: 2.3641, grad_norm: 2.7739 2021-01-26 05:44:48,598 - mmaction - INFO - Epoch [173][1480/2147] lr: 4.859e-02, eta: 3 days, 10:55:54, time: 1.697, data_time: 0.002, memory: 16628, top1_acc: 0.4567, top5_acc: 0.7237, loss_cls: 2.3212, loss: 2.3212, grad_norm: 2.8373 2021-01-26 05:45:18,502 - mmaction - INFO - Epoch [173][1500/2147] lr: 4.859e-02, eta: 3 days, 10:55:19, time: 1.489, data_time: 0.006, memory: 16628, top1_acc: 0.4558, top5_acc: 0.6978, loss_cls: 2.3909, loss: 2.3909, grad_norm: 2.7693 2021-01-26 05:45:47,122 - mmaction - INFO - Epoch [173][1520/2147] lr: 4.859e-02, eta: 3 days, 10:54:43, time: 1.440, data_time: 0.011, memory: 16628, top1_acc: 0.4576, top5_acc: 0.7143, loss_cls: 2.3246, loss: 2.3246, grad_norm: 2.8181 2021-01-26 05:46:17,693 - mmaction - INFO - Epoch [173][1540/2147] lr: 4.859e-02, eta: 3 days, 10:54:08, time: 1.529, data_time: 0.004, memory: 16628, top1_acc: 0.4634, top5_acc: 0.6982, loss_cls: 2.3837, loss: 2.3837, grad_norm: 2.7856 2021-01-26 05:46:56,946 - mmaction - INFO - Epoch [173][1560/2147] lr: 4.859e-02, eta: 3 days, 10:53:38, time: 1.963, data_time: 0.003, memory: 16628, top1_acc: 0.4562, top5_acc: 0.6996, loss_cls: 2.3665, loss: 2.3665, grad_norm: 2.7998 2021-01-26 05:47:28,320 - mmaction - INFO - Epoch [173][1580/2147] lr: 4.859e-02, eta: 3 days, 10:53:03, time: 1.569, data_time: 0.001, memory: 16628, top1_acc: 0.4652, top5_acc: 0.7040, loss_cls: 2.3642, loss: 2.3642, grad_norm: 2.7966 2021-01-26 05:48:00,126 - mmaction - INFO - Epoch [173][1600/2147] lr: 4.859e-02, eta: 3 days, 10:52:29, time: 1.586, data_time: 0.002, memory: 16628, top1_acc: 0.4406, top5_acc: 0.6946, loss_cls: 2.4634, loss: 2.4634, grad_norm: 2.9096 2021-01-26 05:48:29,364 - mmaction - INFO - Epoch [173][1620/2147] lr: 4.859e-02, eta: 3 days, 10:51:54, time: 1.464, data_time: 0.008, memory: 16628, top1_acc: 0.4638, top5_acc: 0.7112, loss_cls: 2.3893, loss: 2.3893, grad_norm: 2.8368 2021-01-26 05:48:59,634 - mmaction - INFO - Epoch [173][1640/2147] lr: 4.859e-02, eta: 3 days, 10:51:19, time: 1.500, data_time: 0.008, memory: 16628, top1_acc: 0.4732, top5_acc: 0.7246, loss_cls: 2.3249, loss: 2.3249, grad_norm: 2.8032 2021-01-26 05:49:28,452 - mmaction - INFO - Epoch [173][1660/2147] lr: 4.859e-02, eta: 3 days, 10:50:43, time: 1.453, data_time: 0.015, memory: 16628, top1_acc: 0.4643, top5_acc: 0.7031, loss_cls: 2.3573, loss: 2.3573, grad_norm: 2.8308 2021-01-26 05:50:06,472 - mmaction - INFO - Epoch [173][1680/2147] lr: 4.859e-02, eta: 3 days, 10:50:12, time: 1.899, data_time: 0.018, memory: 16628, top1_acc: 0.4580, top5_acc: 0.7058, loss_cls: 2.3643, loss: 2.3643, grad_norm: 2.8122 2021-01-26 05:50:34,567 - mmaction - INFO - Epoch [173][1700/2147] lr: 4.859e-02, eta: 3 days, 10:49:36, time: 1.409, data_time: 0.011, memory: 16628, top1_acc: 0.4567, top5_acc: 0.7094, loss_cls: 2.3709, loss: 2.3709, grad_norm: 2.8337 2021-01-26 05:51:05,126 - mmaction - INFO - Epoch [173][1720/2147] lr: 4.859e-02, eta: 3 days, 10:49:02, time: 1.523, data_time: 0.011, memory: 16628, top1_acc: 0.4460, top5_acc: 0.6955, loss_cls: 2.4210, loss: 2.4210, grad_norm: 2.8385 2021-01-26 05:51:41,665 - mmaction - INFO - Epoch [173][1740/2147] lr: 4.859e-02, eta: 3 days, 10:48:29, time: 1.744, data_time: 0.015, memory: 16628, top1_acc: 0.4500, top5_acc: 0.7071, loss_cls: 2.3880, loss: 2.3880, grad_norm: 2.7504 2021-01-26 05:52:09,996 - mmaction - INFO - Epoch [173][1760/2147] lr: 4.859e-02, eta: 3 days, 10:47:54, time: 1.503, data_time: 0.096, memory: 16628, top1_acc: 0.4455, top5_acc: 0.7058, loss_cls: 2.4641, loss: 2.4641, grad_norm: 2.8758 2021-01-26 05:52:39,583 - mmaction - INFO - Epoch [173][1780/2147] lr: 4.859e-02, eta: 3 days, 10:47:19, time: 1.480, data_time: 0.003, memory: 16628, top1_acc: 0.4665, top5_acc: 0.7049, loss_cls: 2.3704, loss: 2.3704, grad_norm: 2.7727 2021-01-26 05:53:08,952 - mmaction - INFO - Epoch [173][1800/2147] lr: 4.859e-02, eta: 3 days, 10:46:43, time: 1.469, data_time: 0.010, memory: 16628, top1_acc: 0.4701, top5_acc: 0.7134, loss_cls: 2.3365, loss: 2.3365, grad_norm: 2.7400 2021-01-26 05:53:40,241 - mmaction - INFO - Epoch [173][1820/2147] lr: 4.859e-02, eta: 3 days, 10:46:09, time: 1.565, data_time: 0.004, memory: 16628, top1_acc: 0.4527, top5_acc: 0.7071, loss_cls: 2.3680, loss: 2.3680, grad_norm: 2.8387 2021-01-26 05:54:08,486 - mmaction - INFO - Epoch [173][1840/2147] lr: 4.859e-02, eta: 3 days, 10:45:33, time: 1.410, data_time: 0.006, memory: 16628, top1_acc: 0.4527, top5_acc: 0.6781, loss_cls: 2.4792, loss: 2.4792, grad_norm: 2.8044 2021-01-26 05:54:36,850 - mmaction - INFO - Epoch [173][1860/2147] lr: 4.859e-02, eta: 3 days, 10:44:57, time: 1.420, data_time: 0.002, memory: 16628, top1_acc: 0.4567, top5_acc: 0.7009, loss_cls: 2.3927, loss: 2.3927, grad_norm: 2.7986 2021-01-26 05:55:05,292 - mmaction - INFO - Epoch [173][1880/2147] lr: 4.859e-02, eta: 3 days, 10:44:22, time: 1.422, data_time: 0.001, memory: 16628, top1_acc: 0.4643, top5_acc: 0.7036, loss_cls: 2.3591, loss: 2.3591, grad_norm: 2.7203 2021-01-26 05:55:35,334 - mmaction - INFO - Epoch [173][1900/2147] lr: 4.859e-02, eta: 3 days, 10:43:47, time: 1.500, data_time: 0.002, memory: 16628, top1_acc: 0.4585, top5_acc: 0.7058, loss_cls: 2.4191, loss: 2.4191, grad_norm: 2.8198 2021-01-26 05:56:03,640 - mmaction - INFO - Epoch [173][1920/2147] lr: 4.859e-02, eta: 3 days, 10:43:11, time: 1.415, data_time: 0.013, memory: 16628, top1_acc: 0.4607, top5_acc: 0.7174, loss_cls: 2.3802, loss: 2.3802, grad_norm: 2.8038 2021-01-26 05:56:31,942 - mmaction - INFO - Epoch [173][1940/2147] lr: 4.859e-02, eta: 3 days, 10:42:35, time: 1.416, data_time: 0.004, memory: 16628, top1_acc: 0.4625, top5_acc: 0.7085, loss_cls: 2.3906, loss: 2.3906, grad_norm: 2.8539 2021-01-26 05:57:12,213 - mmaction - INFO - Epoch [173][1960/2147] lr: 4.859e-02, eta: 3 days, 10:42:05, time: 2.008, data_time: 0.005, memory: 16628, top1_acc: 0.4504, top5_acc: 0.6897, loss_cls: 2.4427, loss: 2.4427, grad_norm: 2.8687 2021-01-26 05:57:42,402 - mmaction - INFO - Epoch [173][1980/2147] lr: 4.859e-02, eta: 3 days, 10:41:30, time: 1.516, data_time: 0.017, memory: 16628, top1_acc: 0.4228, top5_acc: 0.6759, loss_cls: 2.5287, loss: 2.5287, grad_norm: 2.7711 2021-01-26 05:58:20,462 - mmaction - INFO - Epoch [173][2000/2147] lr: 4.859e-02, eta: 3 days, 10:40:59, time: 1.900, data_time: 0.004, memory: 16628, top1_acc: 0.4460, top5_acc: 0.6991, loss_cls: 2.4224, loss: 2.4224, grad_norm: 2.7015 2021-01-26 05:58:48,999 - mmaction - INFO - Epoch [173][2020/2147] lr: 4.859e-02, eta: 3 days, 10:40:23, time: 1.430, data_time: 0.010, memory: 16628, top1_acc: 0.4415, top5_acc: 0.6906, loss_cls: 2.4790, loss: 2.4790, grad_norm: 2.8476 2021-01-26 05:59:17,630 - mmaction - INFO - Epoch [173][2040/2147] lr: 4.859e-02, eta: 3 days, 10:39:47, time: 1.431, data_time: 0.005, memory: 16628, top1_acc: 0.4527, top5_acc: 0.7009, loss_cls: 2.3900, loss: 2.3900, grad_norm: 2.7825 2021-01-26 05:59:52,265 - mmaction - INFO - Epoch [173][2060/2147] lr: 4.859e-02, eta: 3 days, 10:39:15, time: 1.731, data_time: 0.003, memory: 16628, top1_acc: 0.4348, top5_acc: 0.6848, loss_cls: 2.4635, loss: 2.4635, grad_norm: 2.7991 2021-01-26 06:00:20,752 - mmaction - INFO - Epoch [173][2080/2147] lr: 4.859e-02, eta: 3 days, 10:38:39, time: 1.423, data_time: 0.005, memory: 16628, top1_acc: 0.4616, top5_acc: 0.6978, loss_cls: 2.3798, loss: 2.3798, grad_norm: 2.7226 2021-01-26 06:00:51,514 - mmaction - INFO - Epoch [173][2100/2147] lr: 4.859e-02, eta: 3 days, 10:38:04, time: 1.538, data_time: 0.013, memory: 16628, top1_acc: 0.4545, top5_acc: 0.6978, loss_cls: 2.3683, loss: 2.3683, grad_norm: 2.8216 2021-01-26 06:01:23,138 - mmaction - INFO - Epoch [173][2120/2147] lr: 4.859e-02, eta: 3 days, 10:37:30, time: 1.577, data_time: 0.005, memory: 16628, top1_acc: 0.4585, top5_acc: 0.7134, loss_cls: 2.3494, loss: 2.3494, grad_norm: 2.7334 2021-01-26 06:01:57,319 - mmaction - INFO - Epoch [173][2140/2147] lr: 4.859e-02, eta: 3 days, 10:36:57, time: 1.707, data_time: 0.010, memory: 16628, top1_acc: 0.4415, top5_acc: 0.6844, loss_cls: 2.4932, loss: 2.4932, grad_norm: 2.8682 2021-01-26 06:07:32,114 - mmaction - INFO - Epoch [174][20/2147] lr: 4.754e-02, eta: 3 days, 10:38:16, time: 15.223, data_time: 13.655, memory: 16628, top1_acc: 0.4562, top5_acc: 0.7098, loss_cls: 2.3750, loss: 2.3750, grad_norm: 2.7338 2021-01-26 06:08:02,584 - mmaction - INFO - Epoch [174][40/2147] lr: 4.754e-02, eta: 3 days, 10:37:42, time: 1.525, data_time: 0.007, memory: 16628, top1_acc: 0.4674, top5_acc: 0.7067, loss_cls: 2.3625, loss: 2.3625, grad_norm: 2.6890 2021-01-26 06:08:30,914 - mmaction - INFO - Epoch [174][60/2147] lr: 4.754e-02, eta: 3 days, 10:37:06, time: 1.417, data_time: 0.003, memory: 16628, top1_acc: 0.4554, top5_acc: 0.7071, loss_cls: 2.3743, loss: 2.3743, grad_norm: 2.8660 2021-01-26 06:09:00,865 - mmaction - INFO - Epoch [174][80/2147] lr: 4.754e-02, eta: 3 days, 10:36:31, time: 1.498, data_time: 0.001, memory: 16628, top1_acc: 0.4567, top5_acc: 0.7013, loss_cls: 2.3797, loss: 2.3797, grad_norm: 2.7454 2021-01-26 06:09:29,132 - mmaction - INFO - Epoch [174][100/2147] lr: 4.754e-02, eta: 3 days, 10:35:55, time: 1.413, data_time: 0.002, memory: 16628, top1_acc: 0.4554, top5_acc: 0.7089, loss_cls: 2.3625, loss: 2.3625, grad_norm: 2.8095 2021-01-26 06:10:00,306 - mmaction - INFO - Epoch [174][120/2147] lr: 4.754e-02, eta: 3 days, 10:35:20, time: 1.557, data_time: 0.001, memory: 16628, top1_acc: 0.4625, top5_acc: 0.7058, loss_cls: 2.3637, loss: 2.3637, grad_norm: 2.8399 2021-01-26 06:10:28,431 - mmaction - INFO - Epoch [174][140/2147] lr: 4.754e-02, eta: 3 days, 10:34:45, time: 1.408, data_time: 0.007, memory: 16628, top1_acc: 0.4598, top5_acc: 0.6942, loss_cls: 2.3916, loss: 2.3916, grad_norm: 2.7930 2021-01-26 06:11:02,411 - mmaction - INFO - Epoch [174][160/2147] lr: 4.754e-02, eta: 3 days, 10:34:11, time: 1.689, data_time: 0.002, memory: 16628, top1_acc: 0.4562, top5_acc: 0.6924, loss_cls: 2.4355, loss: 2.4355, grad_norm: 2.8121 2021-01-26 06:11:32,205 - mmaction - INFO - Epoch [174][180/2147] lr: 4.754e-02, eta: 3 days, 10:33:36, time: 1.500, data_time: 0.014, memory: 16628, top1_acc: 0.4643, top5_acc: 0.7004, loss_cls: 2.3757, loss: 2.3757, grad_norm: 2.7548 2021-01-26 06:12:07,355 - mmaction - INFO - Epoch [174][200/2147] lr: 4.754e-02, eta: 3 days, 10:33:04, time: 1.758, data_time: 0.098, memory: 16628, top1_acc: 0.4719, top5_acc: 0.7143, loss_cls: 2.3254, loss: 2.3254, grad_norm: 2.7570 2021-01-26 06:12:36,256 - mmaction - INFO - Epoch [174][220/2147] lr: 4.754e-02, eta: 3 days, 10:32:28, time: 1.445, data_time: 0.002, memory: 16628, top1_acc: 0.4509, top5_acc: 0.6960, loss_cls: 2.4404, loss: 2.4404, grad_norm: 2.7910 2021-01-26 06:13:06,324 - mmaction - INFO - Epoch [174][240/2147] lr: 4.754e-02, eta: 3 days, 10:31:53, time: 1.498, data_time: 0.003, memory: 16628, top1_acc: 0.4723, top5_acc: 0.7138, loss_cls: 2.3175, loss: 2.3175, grad_norm: 2.7845 2021-01-26 06:13:34,634 - mmaction - INFO - Epoch [174][260/2147] lr: 4.754e-02, eta: 3 days, 10:31:17, time: 1.421, data_time: 0.007, memory: 16628, top1_acc: 0.4670, top5_acc: 0.7196, loss_cls: 2.3575, loss: 2.3575, grad_norm: 2.8869 2021-01-26 06:14:04,778 - mmaction - INFO - Epoch [174][280/2147] lr: 4.754e-02, eta: 3 days, 10:30:43, time: 1.507, data_time: 0.006, memory: 16628, top1_acc: 0.4777, top5_acc: 0.7232, loss_cls: 2.2703, loss: 2.2703, grad_norm: 2.7850 2021-01-26 06:14:33,177 - mmaction - INFO - Epoch [174][300/2147] lr: 4.754e-02, eta: 3 days, 10:30:07, time: 1.417, data_time: 0.002, memory: 16628, top1_acc: 0.4688, top5_acc: 0.7080, loss_cls: 2.3479, loss: 2.3479, grad_norm: 2.8303 2021-01-26 06:15:02,858 - mmaction - INFO - Epoch [174][320/2147] lr: 4.754e-02, eta: 3 days, 10:29:31, time: 1.478, data_time: 0.007, memory: 16628, top1_acc: 0.4893, top5_acc: 0.7290, loss_cls: 2.2504, loss: 2.2504, grad_norm: 2.8336 2021-01-26 06:15:31,731 - mmaction - INFO - Epoch [174][340/2147] lr: 4.754e-02, eta: 3 days, 10:28:56, time: 1.453, data_time: 0.022, memory: 16628, top1_acc: 0.4518, top5_acc: 0.6902, loss_cls: 2.4051, loss: 2.4051, grad_norm: 2.7891 2021-01-26 06:16:00,092 - mmaction - INFO - Epoch [174][360/2147] lr: 4.754e-02, eta: 3 days, 10:28:20, time: 1.417, data_time: 0.001, memory: 16628, top1_acc: 0.4656, top5_acc: 0.6929, loss_cls: 2.3809, loss: 2.3809, grad_norm: 2.8444 2021-01-26 06:16:30,813 - mmaction - INFO - Epoch [174][380/2147] lr: 4.754e-02, eta: 3 days, 10:27:46, time: 1.535, data_time: 0.004, memory: 16628, top1_acc: 0.4580, top5_acc: 0.6969, loss_cls: 2.3870, loss: 2.3870, grad_norm: 2.7931 2021-01-26 06:17:07,152 - mmaction - INFO - Epoch [174][400/2147] lr: 4.754e-02, eta: 3 days, 10:27:14, time: 1.814, data_time: 0.004, memory: 16628, top1_acc: 0.4643, top5_acc: 0.7062, loss_cls: 2.3744, loss: 2.3744, grad_norm: 2.7558 2021-01-26 06:17:36,849 - mmaction - INFO - Epoch [174][420/2147] lr: 4.754e-02, eta: 3 days, 10:26:38, time: 1.489, data_time: 0.008, memory: 16628, top1_acc: 0.4732, top5_acc: 0.7062, loss_cls: 2.3497, loss: 2.3497, grad_norm: 2.8194 2021-01-26 06:18:08,115 - mmaction - INFO - Epoch [174][440/2147] lr: 4.754e-02, eta: 3 days, 10:26:04, time: 1.563, data_time: 0.001, memory: 16628, top1_acc: 0.4629, top5_acc: 0.6991, loss_cls: 2.3776, loss: 2.3776, grad_norm: 2.7785 2021-01-26 06:18:36,366 - mmaction - INFO - Epoch [174][460/2147] lr: 4.754e-02, eta: 3 days, 10:25:28, time: 1.410, data_time: 0.005, memory: 16628, top1_acc: 0.4737, top5_acc: 0.7170, loss_cls: 2.2808, loss: 2.2808, grad_norm: 2.7013 2021-01-26 06:19:05,010 - mmaction - INFO - Epoch [174][480/2147] lr: 4.754e-02, eta: 3 days, 10:24:52, time: 1.432, data_time: 0.004, memory: 16628, top1_acc: 0.4710, top5_acc: 0.7179, loss_cls: 2.3273, loss: 2.3273, grad_norm: 2.7868 2021-01-26 06:19:36,962 - mmaction - INFO - Epoch [174][500/2147] lr: 4.754e-02, eta: 3 days, 10:24:18, time: 1.600, data_time: 0.020, memory: 16628, top1_acc: 0.4848, top5_acc: 0.7210, loss_cls: 2.2478, loss: 2.2478, grad_norm: 2.8221 2021-01-26 06:20:06,736 - mmaction - INFO - Epoch [174][520/2147] lr: 4.754e-02, eta: 3 days, 10:23:43, time: 1.482, data_time: 0.004, memory: 16628, top1_acc: 0.4607, top5_acc: 0.6920, loss_cls: 2.3836, loss: 2.3836, grad_norm: 2.7871 2021-01-26 06:20:35,282 - mmaction - INFO - Epoch [174][540/2147] lr: 4.754e-02, eta: 3 days, 10:23:08, time: 1.433, data_time: 0.010, memory: 16628, top1_acc: 0.4545, top5_acc: 0.7089, loss_cls: 2.3739, loss: 2.3739, grad_norm: 2.8119 2021-01-26 06:21:04,948 - mmaction - INFO - Epoch [174][560/2147] lr: 4.754e-02, eta: 3 days, 10:22:32, time: 1.478, data_time: 0.006, memory: 16628, top1_acc: 0.4696, top5_acc: 0.7138, loss_cls: 2.3061, loss: 2.3061, grad_norm: 2.8150 2021-01-26 06:21:34,820 - mmaction - INFO - Epoch [174][580/2147] lr: 4.754e-02, eta: 3 days, 10:21:57, time: 1.494, data_time: 0.011, memory: 16628, top1_acc: 0.4679, top5_acc: 0.7045, loss_cls: 2.3403, loss: 2.3403, grad_norm: 2.8134 2021-01-26 06:22:05,783 - mmaction - INFO - Epoch [174][600/2147] lr: 4.754e-02, eta: 3 days, 10:21:23, time: 1.556, data_time: 0.012, memory: 16628, top1_acc: 0.4629, top5_acc: 0.7210, loss_cls: 2.3238, loss: 2.3238, grad_norm: 2.8386 2021-01-26 06:22:34,191 - mmaction - INFO - Epoch [174][620/2147] lr: 4.754e-02, eta: 3 days, 10:20:47, time: 1.420, data_time: 0.004, memory: 16628, top1_acc: 0.4469, top5_acc: 0.7103, loss_cls: 2.3296, loss: 2.3296, grad_norm: 2.8666 2021-01-26 06:23:02,569 - mmaction - INFO - Epoch [174][640/2147] lr: 4.754e-02, eta: 3 days, 10:20:11, time: 1.420, data_time: 0.004, memory: 16628, top1_acc: 0.4696, top5_acc: 0.7129, loss_cls: 2.3352, loss: 2.3352, grad_norm: 2.8018 2021-01-26 06:23:31,305 - mmaction - INFO - Epoch [174][660/2147] lr: 4.754e-02, eta: 3 days, 10:19:36, time: 1.432, data_time: 0.001, memory: 16628, top1_acc: 0.4670, top5_acc: 0.7031, loss_cls: 2.3503, loss: 2.3503, grad_norm: 2.8024 2021-01-26 06:24:00,032 - mmaction - INFO - Epoch [174][680/2147] lr: 4.754e-02, eta: 3 days, 10:19:00, time: 1.440, data_time: 0.006, memory: 16628, top1_acc: 0.4607, top5_acc: 0.6929, loss_cls: 2.4272, loss: 2.4272, grad_norm: 2.7692 2021-01-26 06:24:31,114 - mmaction - INFO - Epoch [174][700/2147] lr: 4.754e-02, eta: 3 days, 10:18:26, time: 1.552, data_time: 0.003, memory: 16628, top1_acc: 0.4442, top5_acc: 0.6929, loss_cls: 2.4310, loss: 2.4310, grad_norm: 2.7587 2021-01-26 06:25:00,940 - mmaction - INFO - Epoch [174][720/2147] lr: 4.754e-02, eta: 3 days, 10:17:51, time: 1.494, data_time: 0.004, memory: 16628, top1_acc: 0.4799, top5_acc: 0.7107, loss_cls: 2.3212, loss: 2.3212, grad_norm: 2.7561 2021-01-26 06:25:33,590 - mmaction - INFO - Epoch [174][740/2147] lr: 4.754e-02, eta: 3 days, 10:17:17, time: 1.630, data_time: 0.002, memory: 16628, top1_acc: 0.4754, top5_acc: 0.7277, loss_cls: 2.3049, loss: 2.3049, grad_norm: 2.7436 2021-01-26 06:26:01,812 - mmaction - INFO - Epoch [174][760/2147] lr: 4.754e-02, eta: 3 days, 10:16:41, time: 1.413, data_time: 0.005, memory: 16628, top1_acc: 0.4732, top5_acc: 0.7116, loss_cls: 2.3312, loss: 2.3312, grad_norm: 2.7891 2021-01-26 06:26:30,823 - mmaction - INFO - Epoch [174][780/2147] lr: 4.754e-02, eta: 3 days, 10:16:05, time: 1.451, data_time: 0.004, memory: 16628, top1_acc: 0.4634, top5_acc: 0.7138, loss_cls: 2.3276, loss: 2.3276, grad_norm: 2.7564 2021-01-26 06:27:01,488 - mmaction - INFO - Epoch [174][800/2147] lr: 4.754e-02, eta: 3 days, 10:15:31, time: 1.533, data_time: 0.011, memory: 16628, top1_acc: 0.4509, top5_acc: 0.7004, loss_cls: 2.4175, loss: 2.4175, grad_norm: 2.7299 2021-01-26 06:27:29,920 - mmaction - INFO - Epoch [174][820/2147] lr: 4.754e-02, eta: 3 days, 10:14:55, time: 1.420, data_time: 0.007, memory: 16628, top1_acc: 0.4406, top5_acc: 0.6951, loss_cls: 2.4530, loss: 2.4530, grad_norm: 2.7811 2021-01-26 06:27:58,171 - mmaction - INFO - Epoch [174][840/2147] lr: 4.754e-02, eta: 3 days, 10:14:19, time: 1.413, data_time: 0.004, memory: 16628, top1_acc: 0.4509, top5_acc: 0.6777, loss_cls: 2.4705, loss: 2.4705, grad_norm: 2.7153 2021-01-26 06:28:26,947 - mmaction - INFO - Epoch [174][860/2147] lr: 4.754e-02, eta: 3 days, 10:13:44, time: 1.437, data_time: 0.003, memory: 16628, top1_acc: 0.4772, top5_acc: 0.7085, loss_cls: 2.3483, loss: 2.3483, grad_norm: 2.7775 2021-01-26 06:28:56,305 - mmaction - INFO - Epoch [174][880/2147] lr: 4.754e-02, eta: 3 days, 10:13:08, time: 1.466, data_time: 0.007, memory: 16628, top1_acc: 0.4567, top5_acc: 0.7067, loss_cls: 2.3727, loss: 2.3727, grad_norm: 2.7946 2021-01-26 06:29:24,915 - mmaction - INFO - Epoch [174][900/2147] lr: 4.754e-02, eta: 3 days, 10:12:33, time: 1.434, data_time: 0.010, memory: 16628, top1_acc: 0.4580, top5_acc: 0.7071, loss_cls: 2.3835, loss: 2.3835, grad_norm: 2.8591 2021-01-26 06:29:55,444 - mmaction - INFO - Epoch [174][920/2147] lr: 4.754e-02, eta: 3 days, 10:11:58, time: 1.520, data_time: 0.001, memory: 16628, top1_acc: 0.4665, top5_acc: 0.6991, loss_cls: 2.3876, loss: 2.3876, grad_norm: 2.7802 2021-01-26 06:30:24,250 - mmaction - INFO - Epoch [174][940/2147] lr: 4.754e-02, eta: 3 days, 10:11:22, time: 1.447, data_time: 0.012, memory: 16628, top1_acc: 0.4496, top5_acc: 0.7036, loss_cls: 2.4205, loss: 2.4205, grad_norm: 2.8247 2021-01-26 06:30:52,444 - mmaction - INFO - Epoch [174][960/2147] lr: 4.754e-02, eta: 3 days, 10:10:47, time: 1.410, data_time: 0.004, memory: 16628, top1_acc: 0.4598, top5_acc: 0.6969, loss_cls: 2.4092, loss: 2.4092, grad_norm: 2.8823 2021-01-26 06:31:23,068 - mmaction - INFO - Epoch [174][980/2147] lr: 4.754e-02, eta: 3 days, 10:10:12, time: 1.528, data_time: 0.001, memory: 16628, top1_acc: 0.4759, top5_acc: 0.7071, loss_cls: 2.3236, loss: 2.3236, grad_norm: 2.7051 2021-01-26 06:31:55,250 - mmaction - INFO - Epoch [174][1000/2147] lr: 4.754e-02, eta: 3 days, 10:09:38, time: 1.612, data_time: 0.006, memory: 16628, top1_acc: 0.4531, top5_acc: 0.7089, loss_cls: 2.3897, loss: 2.3897, grad_norm: 2.7677 2021-01-26 06:32:23,544 - mmaction - INFO - Epoch [174][1020/2147] lr: 4.754e-02, eta: 3 days, 10:09:02, time: 1.415, data_time: 0.010, memory: 16628, top1_acc: 0.4647, top5_acc: 0.7027, loss_cls: 2.3971, loss: 2.3971, grad_norm: 2.8217 2021-01-26 06:33:00,968 - mmaction - INFO - Epoch [174][1040/2147] lr: 4.754e-02, eta: 3 days, 10:08:31, time: 1.869, data_time: 0.010, memory: 16628, top1_acc: 0.4571, top5_acc: 0.7040, loss_cls: 2.3587, loss: 2.3587, grad_norm: 2.7860 2021-01-26 06:33:31,076 - mmaction - INFO - Epoch [174][1060/2147] lr: 4.754e-02, eta: 3 days, 10:07:56, time: 1.507, data_time: 0.006, memory: 16628, top1_acc: 0.4616, top5_acc: 0.7013, loss_cls: 2.3611, loss: 2.3611, grad_norm: 2.8045 2021-01-26 06:33:59,422 - mmaction - INFO - Epoch [174][1080/2147] lr: 4.754e-02, eta: 3 days, 10:07:20, time: 1.417, data_time: 0.002, memory: 16628, top1_acc: 0.4536, top5_acc: 0.7071, loss_cls: 2.3902, loss: 2.3902, grad_norm: 2.8603 2021-01-26 06:34:27,875 - mmaction - INFO - Epoch [174][1100/2147] lr: 4.754e-02, eta: 3 days, 10:06:44, time: 1.423, data_time: 0.005, memory: 16628, top1_acc: 0.4621, top5_acc: 0.7027, loss_cls: 2.3819, loss: 2.3819, grad_norm: 2.8199 2021-01-26 06:34:56,382 - mmaction - INFO - Epoch [174][1120/2147] lr: 4.754e-02, eta: 3 days, 10:06:08, time: 1.423, data_time: 0.004, memory: 16628, top1_acc: 0.4567, top5_acc: 0.7049, loss_cls: 2.3852, loss: 2.3852, grad_norm: 2.8145 2021-01-26 06:35:25,631 - mmaction - INFO - Epoch [174][1140/2147] lr: 4.754e-02, eta: 3 days, 10:05:33, time: 1.465, data_time: 0.010, memory: 16628, top1_acc: 0.4478, top5_acc: 0.6991, loss_cls: 2.4197, loss: 2.4197, grad_norm: 2.8168 2021-01-26 06:35:55,024 - mmaction - INFO - Epoch [174][1160/2147] lr: 4.754e-02, eta: 3 days, 10:04:58, time: 1.470, data_time: 0.003, memory: 16628, top1_acc: 0.4781, top5_acc: 0.7103, loss_cls: 2.3020, loss: 2.3020, grad_norm: 2.7560 2021-01-26 06:36:23,167 - mmaction - INFO - Epoch [174][1180/2147] lr: 4.754e-02, eta: 3 days, 10:04:22, time: 1.406, data_time: 0.001, memory: 16628, top1_acc: 0.4518, top5_acc: 0.7009, loss_cls: 2.3909, loss: 2.3909, grad_norm: 2.7852 2021-01-26 06:36:55,559 - mmaction - INFO - Epoch [174][1200/2147] lr: 4.754e-02, eta: 3 days, 10:03:48, time: 1.618, data_time: 0.010, memory: 16628, top1_acc: 0.4567, top5_acc: 0.7062, loss_cls: 2.3797, loss: 2.3797, grad_norm: 2.7928 2021-01-26 06:37:24,829 - mmaction - INFO - Epoch [174][1220/2147] lr: 4.754e-02, eta: 3 days, 10:03:13, time: 1.466, data_time: 0.003, memory: 16628, top1_acc: 0.4598, top5_acc: 0.7080, loss_cls: 2.3520, loss: 2.3520, grad_norm: 2.8058 2021-01-26 06:37:54,122 - mmaction - INFO - Epoch [174][1240/2147] lr: 4.754e-02, eta: 3 days, 10:02:37, time: 1.465, data_time: 0.002, memory: 16628, top1_acc: 0.4750, top5_acc: 0.7210, loss_cls: 2.3377, loss: 2.3377, grad_norm: 2.8252 2021-01-26 06:38:23,028 - mmaction - INFO - Epoch [174][1260/2147] lr: 4.754e-02, eta: 3 days, 10:02:02, time: 1.441, data_time: 0.001, memory: 16628, top1_acc: 0.4460, top5_acc: 0.6942, loss_cls: 2.4261, loss: 2.4261, grad_norm: 2.8199 2021-01-26 06:38:52,701 - mmaction - INFO - Epoch [174][1280/2147] lr: 4.754e-02, eta: 3 days, 10:01:27, time: 1.488, data_time: 0.006, memory: 16628, top1_acc: 0.4665, top5_acc: 0.7067, loss_cls: 2.3408, loss: 2.3408, grad_norm: 2.7990 2021-01-26 06:39:22,647 - mmaction - INFO - Epoch [174][1300/2147] lr: 4.754e-02, eta: 3 days, 10:00:52, time: 1.489, data_time: 0.003, memory: 16628, top1_acc: 0.4701, top5_acc: 0.6973, loss_cls: 2.3961, loss: 2.3961, grad_norm: 2.7961 2021-01-26 06:39:51,240 - mmaction - INFO - Epoch [174][1320/2147] lr: 4.754e-02, eta: 3 days, 10:00:16, time: 1.436, data_time: 0.010, memory: 16628, top1_acc: 0.4607, top5_acc: 0.7205, loss_cls: 2.3637, loss: 2.3637, grad_norm: 2.8387 2021-01-26 06:40:19,886 - mmaction - INFO - Epoch [174][1340/2147] lr: 4.754e-02, eta: 3 days, 9:59:40, time: 1.427, data_time: 0.007, memory: 16628, top1_acc: 0.4625, top5_acc: 0.7094, loss_cls: 2.3452, loss: 2.3452, grad_norm: 2.7622 2021-01-26 06:40:50,330 - mmaction - INFO - Epoch [174][1360/2147] lr: 4.754e-02, eta: 3 days, 9:59:06, time: 1.530, data_time: 0.009, memory: 16628, top1_acc: 0.4594, top5_acc: 0.7071, loss_cls: 2.3934, loss: 2.3934, grad_norm: 2.8162 2021-01-26 06:41:18,728 - mmaction - INFO - Epoch [174][1380/2147] lr: 4.754e-02, eta: 3 days, 9:58:30, time: 1.420, data_time: 0.001, memory: 16628, top1_acc: 0.4460, top5_acc: 0.6924, loss_cls: 2.4202, loss: 2.4202, grad_norm: 2.9174 2021-01-26 06:41:51,599 - mmaction - INFO - Epoch [174][1400/2147] lr: 4.754e-02, eta: 3 days, 9:57:56, time: 1.641, data_time: 0.008, memory: 16628, top1_acc: 0.4585, top5_acc: 0.6893, loss_cls: 2.3896, loss: 2.3896, grad_norm: 2.8319 2021-01-26 06:42:21,076 - mmaction - INFO - Epoch [174][1420/2147] lr: 4.754e-02, eta: 3 days, 9:57:21, time: 1.477, data_time: 0.005, memory: 16628, top1_acc: 0.4509, top5_acc: 0.6987, loss_cls: 2.3942, loss: 2.3942, grad_norm: 2.8209 2021-01-26 06:42:51,824 - mmaction - INFO - Epoch [174][1440/2147] lr: 4.754e-02, eta: 3 days, 9:56:46, time: 1.529, data_time: 0.001, memory: 16628, top1_acc: 0.4634, top5_acc: 0.7040, loss_cls: 2.3414, loss: 2.3414, grad_norm: 2.8209 2021-01-26 06:43:20,227 - mmaction - INFO - Epoch [174][1460/2147] lr: 4.754e-02, eta: 3 days, 9:56:11, time: 1.428, data_time: 0.009, memory: 16628, top1_acc: 0.4397, top5_acc: 0.6951, loss_cls: 2.4365, loss: 2.4365, grad_norm: 2.8776 2021-01-26 06:43:49,289 - mmaction - INFO - Epoch [174][1480/2147] lr: 4.754e-02, eta: 3 days, 9:55:35, time: 1.453, data_time: 0.001, memory: 16628, top1_acc: 0.4652, top5_acc: 0.7094, loss_cls: 2.3695, loss: 2.3695, grad_norm: 2.8189 2021-01-26 06:44:18,980 - mmaction - INFO - Epoch [174][1500/2147] lr: 4.754e-02, eta: 3 days, 9:55:00, time: 1.482, data_time: 0.004, memory: 16628, top1_acc: 0.4692, top5_acc: 0.7089, loss_cls: 2.3346, loss: 2.3346, grad_norm: 2.8766 2021-01-26 06:44:47,851 - mmaction - INFO - Epoch [174][1520/2147] lr: 4.754e-02, eta: 3 days, 9:54:25, time: 1.443, data_time: 0.004, memory: 16628, top1_acc: 0.4464, top5_acc: 0.6991, loss_cls: 2.3898, loss: 2.3898, grad_norm: 2.8150 2021-01-26 06:45:18,463 - mmaction - INFO - Epoch [174][1540/2147] lr: 4.754e-02, eta: 3 days, 9:53:50, time: 1.526, data_time: 0.008, memory: 16628, top1_acc: 0.4665, top5_acc: 0.7170, loss_cls: 2.3560, loss: 2.3560, grad_norm: 2.7480 2021-01-26 06:45:49,940 - mmaction - INFO - Epoch [174][1560/2147] lr: 4.754e-02, eta: 3 days, 9:53:16, time: 1.577, data_time: 0.009, memory: 16628, top1_acc: 0.4804, top5_acc: 0.7192, loss_cls: 2.2811, loss: 2.2811, grad_norm: 2.7768 2021-01-26 06:46:18,121 - mmaction - INFO - Epoch [174][1580/2147] lr: 4.754e-02, eta: 3 days, 9:52:40, time: 1.413, data_time: 0.007, memory: 16628, top1_acc: 0.4701, top5_acc: 0.7027, loss_cls: 2.3739, loss: 2.3739, grad_norm: 2.7272 2021-01-26 06:46:51,331 - mmaction - INFO - Epoch [174][1600/2147] lr: 4.754e-02, eta: 3 days, 9:52:06, time: 1.661, data_time: 0.005, memory: 16628, top1_acc: 0.4455, top5_acc: 0.6946, loss_cls: 2.4425, loss: 2.4425, grad_norm: 2.8141 2021-01-26 06:47:22,036 - mmaction - INFO - Epoch [174][1620/2147] lr: 4.754e-02, eta: 3 days, 9:51:32, time: 1.531, data_time: 0.001, memory: 16628, top1_acc: 0.4562, top5_acc: 0.6978, loss_cls: 2.4196, loss: 2.4196, grad_norm: 2.8933 2021-01-26 06:48:00,898 - mmaction - INFO - Epoch [174][1640/2147] lr: 4.754e-02, eta: 3 days, 9:51:01, time: 1.947, data_time: 0.005, memory: 16628, top1_acc: 0.4536, top5_acc: 0.7058, loss_cls: 2.4070, loss: 2.4070, grad_norm: 2.7792 2021-01-26 06:48:29,263 - mmaction - INFO - Epoch [174][1660/2147] lr: 4.754e-02, eta: 3 days, 9:50:25, time: 1.418, data_time: 0.002, memory: 16628, top1_acc: 0.4696, top5_acc: 0.7058, loss_cls: 2.3397, loss: 2.3397, grad_norm: 2.7572 2021-01-26 06:48:59,146 - mmaction - INFO - Epoch [174][1680/2147] lr: 4.754e-02, eta: 3 days, 9:49:50, time: 1.494, data_time: 0.003, memory: 16628, top1_acc: 0.4554, top5_acc: 0.6973, loss_cls: 2.3785, loss: 2.3785, grad_norm: 2.7512 2021-01-26 06:49:27,334 - mmaction - INFO - Epoch [174][1700/2147] lr: 4.754e-02, eta: 3 days, 9:49:14, time: 1.410, data_time: 0.006, memory: 16628, top1_acc: 0.4531, top5_acc: 0.6897, loss_cls: 2.4410, loss: 2.4410, grad_norm: 2.8249 2021-01-26 06:49:57,105 - mmaction - INFO - Epoch [174][1720/2147] lr: 4.754e-02, eta: 3 days, 9:48:39, time: 1.489, data_time: 0.004, memory: 16628, top1_acc: 0.4607, top5_acc: 0.7045, loss_cls: 2.3652, loss: 2.3652, grad_norm: 2.8299 2021-01-26 06:50:26,644 - mmaction - INFO - Epoch [174][1740/2147] lr: 4.754e-02, eta: 3 days, 9:48:04, time: 1.475, data_time: 0.001, memory: 16628, top1_acc: 0.4504, top5_acc: 0.7067, loss_cls: 2.3905, loss: 2.3905, grad_norm: 2.8913 2021-01-26 06:50:57,755 - mmaction - INFO - Epoch [174][1760/2147] lr: 4.754e-02, eta: 3 days, 9:47:30, time: 1.556, data_time: 0.008, memory: 16628, top1_acc: 0.4772, top5_acc: 0.7152, loss_cls: 2.3322, loss: 2.3322, grad_norm: 2.8270 2021-01-26 06:51:30,099 - mmaction - INFO - Epoch [174][1780/2147] lr: 4.754e-02, eta: 3 days, 9:46:56, time: 1.618, data_time: 0.004, memory: 16628, top1_acc: 0.4531, top5_acc: 0.6884, loss_cls: 2.4308, loss: 2.4308, grad_norm: 2.7994 2021-01-26 06:52:06,875 - mmaction - INFO - Epoch [174][1800/2147] lr: 4.754e-02, eta: 3 days, 9:46:24, time: 1.833, data_time: 0.002, memory: 16628, top1_acc: 0.4585, top5_acc: 0.7121, loss_cls: 2.3719, loss: 2.3719, grad_norm: 2.8112 2021-01-26 06:52:35,262 - mmaction - INFO - Epoch [174][1820/2147] lr: 4.754e-02, eta: 3 days, 9:45:48, time: 1.424, data_time: 0.013, memory: 16628, top1_acc: 0.4621, top5_acc: 0.7004, loss_cls: 2.3630, loss: 2.3630, grad_norm: 2.7712 2021-01-26 06:53:10,099 - mmaction - INFO - Epoch [174][1840/2147] lr: 4.754e-02, eta: 3 days, 9:45:16, time: 1.743, data_time: 0.003, memory: 16628, top1_acc: 0.4862, top5_acc: 0.7196, loss_cls: 2.2753, loss: 2.2753, grad_norm: 2.7326 2021-01-26 06:53:38,801 - mmaction - INFO - Epoch [174][1860/2147] lr: 4.754e-02, eta: 3 days, 9:44:40, time: 1.434, data_time: 0.003, memory: 16628, top1_acc: 0.4594, top5_acc: 0.6942, loss_cls: 2.4206, loss: 2.4206, grad_norm: 2.9138 2021-01-26 06:54:07,039 - mmaction - INFO - Epoch [174][1880/2147] lr: 4.754e-02, eta: 3 days, 9:44:04, time: 1.414, data_time: 0.004, memory: 16628, top1_acc: 0.4656, top5_acc: 0.7063, loss_cls: 2.3561, loss: 2.3561, grad_norm: 2.8396 2021-01-26 06:54:36,102 - mmaction - INFO - Epoch [174][1900/2147] lr: 4.754e-02, eta: 3 days, 9:43:29, time: 1.453, data_time: 0.001, memory: 16628, top1_acc: 0.4589, top5_acc: 0.6924, loss_cls: 2.4218, loss: 2.4218, grad_norm: 2.8227 2021-01-26 06:55:05,792 - mmaction - INFO - Epoch [174][1920/2147] lr: 4.754e-02, eta: 3 days, 9:42:54, time: 1.483, data_time: 0.001, memory: 16628, top1_acc: 0.4603, top5_acc: 0.6996, loss_cls: 2.3414, loss: 2.3414, grad_norm: 2.8079 2021-01-26 06:55:35,597 - mmaction - INFO - Epoch [174][1940/2147] lr: 4.754e-02, eta: 3 days, 9:42:19, time: 1.491, data_time: 0.010, memory: 16628, top1_acc: 0.4634, top5_acc: 0.7317, loss_cls: 2.2823, loss: 2.2823, grad_norm: 2.8029 2021-01-26 06:56:07,327 - mmaction - INFO - Epoch [174][1960/2147] lr: 4.754e-02, eta: 3 days, 9:41:44, time: 1.583, data_time: 0.002, memory: 16628, top1_acc: 0.4500, top5_acc: 0.7018, loss_cls: 2.4089, loss: 2.4089, grad_norm: 2.8222 2021-01-26 06:56:36,650 - mmaction - INFO - Epoch [174][1980/2147] lr: 4.754e-02, eta: 3 days, 9:41:09, time: 1.467, data_time: 0.006, memory: 16628, top1_acc: 0.4522, top5_acc: 0.6902, loss_cls: 2.4007, loss: 2.4007, grad_norm: 2.8025 2021-01-26 06:57:08,129 - mmaction - INFO - Epoch [174][2000/2147] lr: 4.754e-02, eta: 3 days, 9:40:35, time: 1.577, data_time: 0.057, memory: 16628, top1_acc: 0.4723, top5_acc: 0.7040, loss_cls: 2.3587, loss: 2.3587, grad_norm: 2.7752 2021-01-26 06:57:37,531 - mmaction - INFO - Epoch [174][2020/2147] lr: 4.754e-02, eta: 3 days, 9:40:00, time: 1.466, data_time: 0.002, memory: 16628, top1_acc: 0.4629, top5_acc: 0.7076, loss_cls: 2.3505, loss: 2.3505, grad_norm: 2.6571 2021-01-26 06:58:09,791 - mmaction - INFO - Epoch [174][2040/2147] lr: 4.754e-02, eta: 3 days, 9:39:26, time: 1.617, data_time: 0.007, memory: 16628, top1_acc: 0.4540, top5_acc: 0.6937, loss_cls: 2.4178, loss: 2.4178, grad_norm: 2.7853 2021-01-26 06:58:39,874 - mmaction - INFO - Epoch [174][2060/2147] lr: 4.754e-02, eta: 3 days, 9:38:51, time: 1.505, data_time: 0.008, memory: 16628, top1_acc: 0.4643, top5_acc: 0.7121, loss_cls: 2.3319, loss: 2.3319, grad_norm: 2.8010 2021-01-26 06:59:13,115 - mmaction - INFO - Epoch [174][2080/2147] lr: 4.754e-02, eta: 3 days, 9:38:17, time: 1.657, data_time: 0.001, memory: 16628, top1_acc: 0.4652, top5_acc: 0.7036, loss_cls: 2.3850, loss: 2.3850, grad_norm: 2.8203 2021-01-26 06:59:43,861 - mmaction - INFO - Epoch [174][2100/2147] lr: 4.754e-02, eta: 3 days, 9:37:43, time: 1.543, data_time: 0.009, memory: 16628, top1_acc: 0.4643, top5_acc: 0.7031, loss_cls: 2.4118, loss: 2.4118, grad_norm: 2.7771 2021-01-26 07:00:12,549 - mmaction - INFO - Epoch [174][2120/2147] lr: 4.754e-02, eta: 3 days, 9:37:07, time: 1.431, data_time: 0.004, memory: 16628, top1_acc: 0.4612, top5_acc: 0.7076, loss_cls: 2.3934, loss: 2.3934, grad_norm: 2.8510 2021-01-26 07:00:40,703 - mmaction - INFO - Epoch [174][2140/2147] lr: 4.754e-02, eta: 3 days, 9:36:31, time: 1.411, data_time: 0.009, memory: 16628, top1_acc: 0.4598, top5_acc: 0.7098, loss_cls: 2.3707, loss: 2.3707, grad_norm: 2.8390 2021-01-26 07:06:13,646 - mmaction - INFO - Epoch [175][20/2147] lr: 4.650e-02, eta: 3 days, 9:37:48, time: 15.156, data_time: 13.398, memory: 16628, top1_acc: 0.4964, top5_acc: 0.7308, loss_cls: 2.2148, loss: 2.2148, grad_norm: 2.7628 2021-01-26 07:06:47,928 - mmaction - INFO - Epoch [175][40/2147] lr: 4.650e-02, eta: 3 days, 9:37:15, time: 1.726, data_time: 0.017, memory: 16628, top1_acc: 0.4598, top5_acc: 0.7071, loss_cls: 2.3593, loss: 2.3593, grad_norm: 2.8279 2021-01-26 07:07:16,248 - mmaction - INFO - Epoch [175][60/2147] lr: 4.650e-02, eta: 3 days, 9:36:39, time: 1.412, data_time: 0.002, memory: 16628, top1_acc: 0.4545, top5_acc: 0.7107, loss_cls: 2.3847, loss: 2.3847, grad_norm: 2.7825 2021-01-26 07:07:45,217 - mmaction - INFO - Epoch [175][80/2147] lr: 4.650e-02, eta: 3 days, 9:36:04, time: 1.446, data_time: 0.006, memory: 16628, top1_acc: 0.4571, top5_acc: 0.7027, loss_cls: 2.3956, loss: 2.3956, grad_norm: 2.8459 2021-01-26 07:08:18,114 - mmaction - INFO - Epoch [175][100/2147] lr: 4.650e-02, eta: 3 days, 9:35:30, time: 1.646, data_time: 0.011, memory: 16628, top1_acc: 0.4812, top5_acc: 0.7121, loss_cls: 2.3041, loss: 2.3041, grad_norm: 2.7919 2021-01-26 07:08:46,758 - mmaction - INFO - Epoch [175][120/2147] lr: 4.650e-02, eta: 3 days, 9:34:55, time: 1.434, data_time: 0.012, memory: 16628, top1_acc: 0.4754, top5_acc: 0.7152, loss_cls: 2.3189, loss: 2.3189, grad_norm: 2.7384 2021-01-26 07:09:17,335 - mmaction - INFO - Epoch [175][140/2147] lr: 4.650e-02, eta: 3 days, 9:34:20, time: 1.533, data_time: 0.004, memory: 16628, top1_acc: 0.4674, top5_acc: 0.7121, loss_cls: 2.3614, loss: 2.3614, grad_norm: 2.8113 2021-01-26 07:09:49,540 - mmaction - INFO - Epoch [175][160/2147] lr: 4.650e-02, eta: 3 days, 9:33:46, time: 1.610, data_time: 0.003, memory: 16628, top1_acc: 0.4536, top5_acc: 0.7076, loss_cls: 2.3864, loss: 2.3864, grad_norm: 2.8435 2021-01-26 07:10:19,135 - mmaction - INFO - Epoch [175][180/2147] lr: 4.650e-02, eta: 3 days, 9:33:11, time: 1.476, data_time: 0.003, memory: 16628, top1_acc: 0.4612, top5_acc: 0.7125, loss_cls: 2.3495, loss: 2.3495, grad_norm: 2.8333 2021-01-26 07:10:51,365 - mmaction - INFO - Epoch [175][200/2147] lr: 4.650e-02, eta: 3 days, 9:32:37, time: 1.609, data_time: 0.008, memory: 16628, top1_acc: 0.4728, top5_acc: 0.7112, loss_cls: 2.3444, loss: 2.3444, grad_norm: 2.7596 2021-01-26 07:11:19,566 - mmaction - INFO - Epoch [175][220/2147] lr: 4.650e-02, eta: 3 days, 9:32:01, time: 1.417, data_time: 0.008, memory: 16628, top1_acc: 0.4576, top5_acc: 0.6893, loss_cls: 2.4152, loss: 2.4152, grad_norm: 2.7787 2021-01-26 07:11:58,056 - mmaction - INFO - Epoch [175][240/2147] lr: 4.650e-02, eta: 3 days, 9:31:30, time: 1.921, data_time: 0.002, memory: 16628, top1_acc: 0.4808, top5_acc: 0.7263, loss_cls: 2.2527, loss: 2.2527, grad_norm: 2.7375 2021-01-26 07:12:28,175 - mmaction - INFO - Epoch [175][260/2147] lr: 4.650e-02, eta: 3 days, 9:30:55, time: 1.508, data_time: 0.004, memory: 16628, top1_acc: 0.4719, top5_acc: 0.7147, loss_cls: 2.2697, loss: 2.2697, grad_norm: 2.7904 2021-01-26 07:13:01,851 - mmaction - INFO - Epoch [175][280/2147] lr: 4.650e-02, eta: 3 days, 9:30:22, time: 1.684, data_time: 0.003, memory: 16628, top1_acc: 0.4607, top5_acc: 0.7165, loss_cls: 2.3605, loss: 2.3605, grad_norm: 2.8753 2021-01-26 07:13:31,770 - mmaction - INFO - Epoch [175][300/2147] lr: 4.650e-02, eta: 3 days, 9:29:47, time: 1.495, data_time: 0.004, memory: 16628, top1_acc: 0.4670, top5_acc: 0.6987, loss_cls: 2.3927, loss: 2.3927, grad_norm: 2.8055 2021-01-26 07:14:01,824 - mmaction - INFO - Epoch [175][320/2147] lr: 4.650e-02, eta: 3 days, 9:29:12, time: 1.503, data_time: 0.002, memory: 16628, top1_acc: 0.4545, top5_acc: 0.7022, loss_cls: 2.4116, loss: 2.4116, grad_norm: 2.8356 2021-01-26 07:14:33,113 - mmaction - INFO - Epoch [175][340/2147] lr: 4.650e-02, eta: 3 days, 9:28:37, time: 1.557, data_time: 0.004, memory: 16628, top1_acc: 0.4933, top5_acc: 0.7272, loss_cls: 2.2294, loss: 2.2294, grad_norm: 2.7555 2021-01-26 07:15:02,086 - mmaction - INFO - Epoch [175][360/2147] lr: 4.650e-02, eta: 3 days, 9:28:02, time: 1.456, data_time: 0.015, memory: 16628, top1_acc: 0.4621, top5_acc: 0.7210, loss_cls: 2.3205, loss: 2.3205, grad_norm: 2.8723 2021-01-26 07:15:30,983 - mmaction - INFO - Epoch [175][380/2147] lr: 4.650e-02, eta: 3 days, 9:27:27, time: 1.445, data_time: 0.009, memory: 16628, top1_acc: 0.4518, top5_acc: 0.6964, loss_cls: 2.4083, loss: 2.4083, grad_norm: 2.8678 2021-01-26 07:16:01,336 - mmaction - INFO - Epoch [175][400/2147] lr: 4.650e-02, eta: 3 days, 9:26:52, time: 1.517, data_time: 0.004, memory: 16628, top1_acc: 0.4790, top5_acc: 0.7143, loss_cls: 2.3333, loss: 2.3333, grad_norm: 2.8289 2021-01-26 07:16:29,847 - mmaction - INFO - Epoch [175][420/2147] lr: 4.650e-02, eta: 3 days, 9:26:16, time: 1.427, data_time: 0.004, memory: 16628, top1_acc: 0.4692, top5_acc: 0.7031, loss_cls: 2.3717, loss: 2.3717, grad_norm: 2.8634 2021-01-26 07:17:00,634 - mmaction - INFO - Epoch [175][440/2147] lr: 4.650e-02, eta: 3 days, 9:25:41, time: 1.538, data_time: 0.029, memory: 16628, top1_acc: 0.4580, top5_acc: 0.6982, loss_cls: 2.4290, loss: 2.4290, grad_norm: 2.8813 2021-01-26 07:17:28,866 - mmaction - INFO - Epoch [175][460/2147] lr: 4.650e-02, eta: 3 days, 9:25:06, time: 1.412, data_time: 0.002, memory: 16628, top1_acc: 0.4504, top5_acc: 0.6924, loss_cls: 2.4233, loss: 2.4233, grad_norm: 2.7967 2021-01-26 07:17:58,038 - mmaction - INFO - Epoch [175][480/2147] lr: 4.650e-02, eta: 3 days, 9:24:30, time: 1.452, data_time: 0.001, memory: 16628, top1_acc: 0.4933, top5_acc: 0.7183, loss_cls: 2.2864, loss: 2.2864, grad_norm: 2.7622 2021-01-26 07:18:27,077 - mmaction - INFO - Epoch [175][500/2147] lr: 4.650e-02, eta: 3 days, 9:23:55, time: 1.458, data_time: 0.012, memory: 16628, top1_acc: 0.4629, top5_acc: 0.7112, loss_cls: 2.3502, loss: 2.3502, grad_norm: 2.8929 2021-01-26 07:18:57,559 - mmaction - INFO - Epoch [175][520/2147] lr: 4.650e-02, eta: 3 days, 9:23:20, time: 1.521, data_time: 0.006, memory: 16628, top1_acc: 0.4652, top5_acc: 0.7018, loss_cls: 2.3450, loss: 2.3450, grad_norm: 2.7991 2021-01-26 07:19:27,531 - mmaction - INFO - Epoch [175][540/2147] lr: 4.650e-02, eta: 3 days, 9:22:45, time: 1.502, data_time: 0.008, memory: 16628, top1_acc: 0.4594, top5_acc: 0.7080, loss_cls: 2.3591, loss: 2.3591, grad_norm: 2.7894 2021-01-26 07:19:55,851 - mmaction - INFO - Epoch [175][560/2147] lr: 4.650e-02, eta: 3 days, 9:22:09, time: 1.416, data_time: 0.002, memory: 16628, top1_acc: 0.4612, top5_acc: 0.7125, loss_cls: 2.3146, loss: 2.3146, grad_norm: 2.8508 2021-01-26 07:20:24,857 - mmaction - INFO - Epoch [175][580/2147] lr: 4.650e-02, eta: 3 days, 9:21:34, time: 1.445, data_time: 0.003, memory: 16628, top1_acc: 0.4817, top5_acc: 0.7161, loss_cls: 2.2595, loss: 2.2595, grad_norm: 2.8240 2021-01-26 07:20:53,492 - mmaction - INFO - Epoch [175][600/2147] lr: 4.650e-02, eta: 3 days, 9:20:58, time: 1.435, data_time: 0.006, memory: 16628, top1_acc: 0.4674, top5_acc: 0.7103, loss_cls: 2.3244, loss: 2.3244, grad_norm: 2.8528 2021-01-26 07:21:22,747 - mmaction - INFO - Epoch [175][620/2147] lr: 4.650e-02, eta: 3 days, 9:20:23, time: 1.463, data_time: 0.002, memory: 16628, top1_acc: 0.4893, top5_acc: 0.7254, loss_cls: 2.2820, loss: 2.2820, grad_norm: 2.8066 2021-01-26 07:21:57,479 - mmaction - INFO - Epoch [175][640/2147] lr: 4.650e-02, eta: 3 days, 9:19:50, time: 1.736, data_time: 0.010, memory: 16628, top1_acc: 0.4772, top5_acc: 0.7259, loss_cls: 2.2747, loss: 2.2747, grad_norm: 2.8522 2021-01-26 07:22:25,753 - mmaction - INFO - Epoch [175][660/2147] lr: 4.650e-02, eta: 3 days, 9:19:14, time: 1.414, data_time: 0.004, memory: 16628, top1_acc: 0.4621, top5_acc: 0.6955, loss_cls: 2.3950, loss: 2.3950, grad_norm: 2.8690 2021-01-26 07:22:56,515 - mmaction - INFO - Epoch [175][680/2147] lr: 4.650e-02, eta: 3 days, 9:18:40, time: 1.526, data_time: 0.005, memory: 16628, top1_acc: 0.4670, top5_acc: 0.7138, loss_cls: 2.3194, loss: 2.3194, grad_norm: 2.8173 2021-01-26 07:23:24,894 - mmaction - INFO - Epoch [175][700/2147] lr: 4.650e-02, eta: 3 days, 9:18:04, time: 1.431, data_time: 0.018, memory: 16628, top1_acc: 0.4719, top5_acc: 0.7205, loss_cls: 2.2957, loss: 2.2957, grad_norm: 2.8066 2021-01-26 07:23:54,895 - mmaction - INFO - Epoch [175][720/2147] lr: 4.650e-02, eta: 3 days, 9:17:29, time: 1.498, data_time: 0.001, memory: 16628, top1_acc: 0.4571, top5_acc: 0.6875, loss_cls: 2.4457, loss: 2.4457, grad_norm: 2.8920 2021-01-26 07:24:23,078 - mmaction - INFO - Epoch [175][740/2147] lr: 4.650e-02, eta: 3 days, 9:16:53, time: 1.410, data_time: 0.004, memory: 16628, top1_acc: 0.4835, top5_acc: 0.7058, loss_cls: 2.3652, loss: 2.3652, grad_norm: 2.8589 2021-01-26 07:24:58,032 - mmaction - INFO - Epoch [175][760/2147] lr: 4.650e-02, eta: 3 days, 9:16:21, time: 1.745, data_time: 0.009, memory: 16628, top1_acc: 0.4732, top5_acc: 0.7143, loss_cls: 2.2903, loss: 2.2903, grad_norm: 2.7786 2021-01-26 07:25:28,138 - mmaction - INFO - Epoch [175][780/2147] lr: 4.650e-02, eta: 3 days, 9:15:46, time: 1.504, data_time: 0.005, memory: 16628, top1_acc: 0.4612, top5_acc: 0.7013, loss_cls: 2.3663, loss: 2.3663, grad_norm: 2.8400 2021-01-26 07:25:58,669 - mmaction - INFO - Epoch [175][800/2147] lr: 4.650e-02, eta: 3 days, 9:15:11, time: 1.528, data_time: 0.008, memory: 16628, top1_acc: 0.4402, top5_acc: 0.6772, loss_cls: 2.4900, loss: 2.4900, grad_norm: 2.8175 2021-01-26 07:26:29,416 - mmaction - INFO - Epoch [175][820/2147] lr: 4.650e-02, eta: 3 days, 9:14:36, time: 1.538, data_time: 0.007, memory: 16628, top1_acc: 0.4607, top5_acc: 0.7009, loss_cls: 2.4093, loss: 2.4093, grad_norm: 2.7547 2021-01-26 07:27:02,376 - mmaction - INFO - Epoch [175][840/2147] lr: 4.650e-02, eta: 3 days, 9:14:03, time: 1.640, data_time: 0.009, memory: 16628, top1_acc: 0.4491, top5_acc: 0.6906, loss_cls: 2.4123, loss: 2.4123, grad_norm: 2.8124 2021-01-26 07:27:33,043 - mmaction - INFO - Epoch [175][860/2147] lr: 4.650e-02, eta: 3 days, 9:13:28, time: 1.544, data_time: 0.014, memory: 16628, top1_acc: 0.4540, top5_acc: 0.7049, loss_cls: 2.4234, loss: 2.4234, grad_norm: 2.8826 2021-01-26 07:28:04,168 - mmaction - INFO - Epoch [175][880/2147] lr: 4.650e-02, eta: 3 days, 9:12:54, time: 1.552, data_time: 0.002, memory: 16628, top1_acc: 0.4679, top5_acc: 0.7116, loss_cls: 2.3074, loss: 2.3074, grad_norm: 2.8113 2021-01-26 07:28:34,227 - mmaction - INFO - Epoch [175][900/2147] lr: 4.650e-02, eta: 3 days, 9:12:19, time: 1.506, data_time: 0.006, memory: 16628, top1_acc: 0.4710, top5_acc: 0.7116, loss_cls: 2.3144, loss: 2.3144, grad_norm: 2.7720 2021-01-26 07:29:02,439 - mmaction - INFO - Epoch [175][920/2147] lr: 4.650e-02, eta: 3 days, 9:11:43, time: 1.411, data_time: 0.004, memory: 16628, top1_acc: 0.4585, top5_acc: 0.7054, loss_cls: 2.3915, loss: 2.3915, grad_norm: 2.8247 2021-01-26 07:29:31,800 - mmaction - INFO - Epoch [175][940/2147] lr: 4.650e-02, eta: 3 days, 9:11:08, time: 1.466, data_time: 0.004, memory: 16628, top1_acc: 0.4830, top5_acc: 0.7196, loss_cls: 2.3004, loss: 2.3004, grad_norm: 2.7911 2021-01-26 07:30:10,412 - mmaction - INFO - Epoch [175][960/2147] lr: 4.650e-02, eta: 3 days, 9:10:37, time: 1.925, data_time: 0.006, memory: 16628, top1_acc: 0.4665, top5_acc: 0.6982, loss_cls: 2.4083, loss: 2.4083, grad_norm: 2.8199 2021-01-26 07:30:39,938 - mmaction - INFO - Epoch [175][980/2147] lr: 4.650e-02, eta: 3 days, 9:10:02, time: 1.484, data_time: 0.010, memory: 16628, top1_acc: 0.4536, top5_acc: 0.7027, loss_cls: 2.3656, loss: 2.3656, grad_norm: 2.8531 2021-01-26 07:31:09,055 - mmaction - INFO - Epoch [175][1000/2147] lr: 4.650e-02, eta: 3 days, 9:09:26, time: 1.454, data_time: 0.004, memory: 16628, top1_acc: 0.4531, top5_acc: 0.7098, loss_cls: 2.3881, loss: 2.3881, grad_norm: 2.9236 2021-01-26 07:31:48,916 - mmaction - INFO - Epoch [175][1020/2147] lr: 4.650e-02, eta: 3 days, 9:08:56, time: 1.983, data_time: 0.004, memory: 16628, top1_acc: 0.4607, top5_acc: 0.7219, loss_cls: 2.3277, loss: 2.3277, grad_norm: 2.8601 2021-01-26 07:32:17,377 - mmaction - INFO - Epoch [175][1040/2147] lr: 4.650e-02, eta: 3 days, 9:08:20, time: 1.433, data_time: 0.021, memory: 16628, top1_acc: 0.4522, top5_acc: 0.7085, loss_cls: 2.3908, loss: 2.3908, grad_norm: 2.8637 2021-01-26 07:32:46,481 - mmaction - INFO - Epoch [175][1060/2147] lr: 4.650e-02, eta: 3 days, 9:07:45, time: 1.453, data_time: 0.007, memory: 16628, top1_acc: 0.4603, top5_acc: 0.6920, loss_cls: 2.4433, loss: 2.4433, grad_norm: 2.7914 2021-01-26 07:33:21,709 - mmaction - INFO - Epoch [175][1080/2147] lr: 4.650e-02, eta: 3 days, 9:07:12, time: 1.767, data_time: 0.006, memory: 16628, top1_acc: 0.4589, top5_acc: 0.6964, loss_cls: 2.3872, loss: 2.3872, grad_norm: 2.8374 2021-01-26 07:33:52,212 - mmaction - INFO - Epoch [175][1100/2147] lr: 4.650e-02, eta: 3 days, 9:06:38, time: 1.525, data_time: 0.001, memory: 16628, top1_acc: 0.4384, top5_acc: 0.6991, loss_cls: 2.4321, loss: 2.4321, grad_norm: 2.8442 2021-01-26 07:34:24,125 - mmaction - INFO - Epoch [175][1120/2147] lr: 4.650e-02, eta: 3 days, 9:06:04, time: 1.593, data_time: 0.001, memory: 16628, top1_acc: 0.4629, top5_acc: 0.7187, loss_cls: 2.3151, loss: 2.3151, grad_norm: 2.8241 2021-01-26 07:34:52,515 - mmaction - INFO - Epoch [175][1140/2147] lr: 4.650e-02, eta: 3 days, 9:05:28, time: 1.420, data_time: 0.004, memory: 16628, top1_acc: 0.4536, top5_acc: 0.7085, loss_cls: 2.3601, loss: 2.3601, grad_norm: 2.8446 2021-01-26 07:35:23,094 - mmaction - INFO - Epoch [175][1160/2147] lr: 4.650e-02, eta: 3 days, 9:04:53, time: 1.530, data_time: 0.004, memory: 16628, top1_acc: 0.4598, top5_acc: 0.7063, loss_cls: 2.3690, loss: 2.3690, grad_norm: 2.8214 2021-01-26 07:35:51,498 - mmaction - INFO - Epoch [175][1180/2147] lr: 4.650e-02, eta: 3 days, 9:04:18, time: 1.420, data_time: 0.006, memory: 16628, top1_acc: 0.4616, top5_acc: 0.7080, loss_cls: 2.3990, loss: 2.3990, grad_norm: 2.8136 2021-01-26 07:36:22,271 - mmaction - INFO - Epoch [175][1200/2147] lr: 4.650e-02, eta: 3 days, 9:03:43, time: 1.538, data_time: 0.001, memory: 16628, top1_acc: 0.4460, top5_acc: 0.7045, loss_cls: 2.4325, loss: 2.4325, grad_norm: 2.8381 2021-01-26 07:36:55,279 - mmaction - INFO - Epoch [175][1220/2147] lr: 4.650e-02, eta: 3 days, 9:03:09, time: 1.646, data_time: 0.004, memory: 16628, top1_acc: 0.4625, top5_acc: 0.7054, loss_cls: 2.3230, loss: 2.3230, grad_norm: 2.8094 2021-01-26 07:37:24,144 - mmaction - INFO - Epoch [175][1240/2147] lr: 4.650e-02, eta: 3 days, 9:02:34, time: 1.445, data_time: 0.007, memory: 16628, top1_acc: 0.4536, top5_acc: 0.7045, loss_cls: 2.3696, loss: 2.3696, grad_norm: 2.7849 2021-01-26 07:37:53,760 - mmaction - INFO - Epoch [175][1260/2147] lr: 4.650e-02, eta: 3 days, 9:01:59, time: 1.482, data_time: 0.009, memory: 16628, top1_acc: 0.4710, top5_acc: 0.7062, loss_cls: 2.3546, loss: 2.3546, grad_norm: 2.7844 2021-01-26 07:38:23,140 - mmaction - INFO - Epoch [175][1280/2147] lr: 4.650e-02, eta: 3 days, 9:01:23, time: 1.468, data_time: 0.004, memory: 16628, top1_acc: 0.4589, top5_acc: 0.7018, loss_cls: 2.3758, loss: 2.3758, grad_norm: 2.9172 2021-01-26 07:38:54,450 - mmaction - INFO - Epoch [175][1300/2147] lr: 4.650e-02, eta: 3 days, 9:00:49, time: 1.569, data_time: 0.004, memory: 16628, top1_acc: 0.4371, top5_acc: 0.6911, loss_cls: 2.4734, loss: 2.4734, grad_norm: 2.8996 2021-01-26 07:39:24,571 - mmaction - INFO - Epoch [175][1320/2147] lr: 4.650e-02, eta: 3 days, 9:00:14, time: 1.506, data_time: 0.003, memory: 16628, top1_acc: 0.4705, top5_acc: 0.7107, loss_cls: 2.3224, loss: 2.3224, grad_norm: 2.7610 2021-01-26 07:39:56,774 - mmaction - INFO - Epoch [175][1340/2147] lr: 4.650e-02, eta: 3 days, 8:59:40, time: 1.607, data_time: 0.002, memory: 16628, top1_acc: 0.4549, top5_acc: 0.6924, loss_cls: 2.4303, loss: 2.4303, grad_norm: 2.8513 2021-01-26 07:40:24,952 - mmaction - INFO - Epoch [175][1360/2147] lr: 4.650e-02, eta: 3 days, 8:59:05, time: 1.412, data_time: 0.008, memory: 16628, top1_acc: 0.4826, top5_acc: 0.7143, loss_cls: 2.2989, loss: 2.2989, grad_norm: 2.7441 2021-01-26 07:40:53,152 - mmaction - INFO - Epoch [175][1380/2147] lr: 4.650e-02, eta: 3 days, 8:58:29, time: 1.410, data_time: 0.004, memory: 16628, top1_acc: 0.4719, top5_acc: 0.7219, loss_cls: 2.2942, loss: 2.2942, grad_norm: 2.7973 2021-01-26 07:41:23,967 - mmaction - INFO - Epoch [175][1400/2147] lr: 4.650e-02, eta: 3 days, 8:57:54, time: 1.537, data_time: 0.001, memory: 16628, top1_acc: 0.4482, top5_acc: 0.7049, loss_cls: 2.3697, loss: 2.3697, grad_norm: 2.8976 2021-01-26 07:41:54,978 - mmaction - INFO - Epoch [175][1420/2147] lr: 4.650e-02, eta: 3 days, 8:57:20, time: 1.554, data_time: 0.005, memory: 16628, top1_acc: 0.4661, top5_acc: 0.7094, loss_cls: 2.3157, loss: 2.3157, grad_norm: 2.8618 2021-01-26 07:42:23,776 - mmaction - INFO - Epoch [175][1440/2147] lr: 4.650e-02, eta: 3 days, 8:56:44, time: 1.437, data_time: 0.001, memory: 16628, top1_acc: 0.4670, top5_acc: 0.7031, loss_cls: 2.3701, loss: 2.3701, grad_norm: 2.8142 2021-01-26 07:42:57,706 - mmaction - INFO - Epoch [175][1460/2147] lr: 4.650e-02, eta: 3 days, 8:56:11, time: 1.639, data_time: 0.006, memory: 16628, top1_acc: 0.4804, top5_acc: 0.7049, loss_cls: 2.3281, loss: 2.3281, grad_norm: 2.8059 2021-01-26 07:43:27,357 - mmaction - INFO - Epoch [175][1480/2147] lr: 4.650e-02, eta: 3 days, 8:55:36, time: 1.543, data_time: 0.062, memory: 16628, top1_acc: 0.4478, top5_acc: 0.6964, loss_cls: 2.4348, loss: 2.4348, grad_norm: 2.9059 2021-01-26 07:43:56,178 - mmaction - INFO - Epoch [175][1500/2147] lr: 4.650e-02, eta: 3 days, 8:55:00, time: 1.441, data_time: 0.003, memory: 16628, top1_acc: 0.4696, top5_acc: 0.7013, loss_cls: 2.3846, loss: 2.3846, grad_norm: 2.8206 2021-01-26 07:44:27,928 - mmaction - INFO - Epoch [175][1520/2147] lr: 4.650e-02, eta: 3 days, 8:54:26, time: 1.585, data_time: 0.001, memory: 16628, top1_acc: 0.4714, top5_acc: 0.7098, loss_cls: 2.3053, loss: 2.3053, grad_norm: 2.7977 2021-01-26 07:44:56,427 - mmaction - INFO - Epoch [175][1540/2147] lr: 4.650e-02, eta: 3 days, 8:53:51, time: 1.427, data_time: 0.004, memory: 16628, top1_acc: 0.4634, top5_acc: 0.7027, loss_cls: 2.3672, loss: 2.3672, grad_norm: 2.8358 2021-01-26 07:45:26,480 - mmaction - INFO - Epoch [175][1560/2147] lr: 4.650e-02, eta: 3 days, 8:53:16, time: 1.503, data_time: 0.002, memory: 16628, top1_acc: 0.4723, top5_acc: 0.7152, loss_cls: 2.3125, loss: 2.3125, grad_norm: 2.8039 2021-01-26 07:45:56,235 - mmaction - INFO - Epoch [175][1580/2147] lr: 4.650e-02, eta: 3 days, 8:52:41, time: 1.488, data_time: 0.004, memory: 16628, top1_acc: 0.4804, top5_acc: 0.7063, loss_cls: 2.3046, loss: 2.3046, grad_norm: 2.8251 2021-01-26 07:46:24,581 - mmaction - INFO - Epoch [175][1600/2147] lr: 4.650e-02, eta: 3 days, 8:52:05, time: 1.417, data_time: 0.001, memory: 16628, top1_acc: 0.4536, top5_acc: 0.6879, loss_cls: 2.4407, loss: 2.4407, grad_norm: 2.8126 2021-01-26 07:46:57,263 - mmaction - INFO - Epoch [175][1620/2147] lr: 4.650e-02, eta: 3 days, 8:51:31, time: 1.635, data_time: 0.004, memory: 16628, top1_acc: 0.4643, top5_acc: 0.7045, loss_cls: 2.3541, loss: 2.3541, grad_norm: 2.7602 2021-01-26 07:47:29,400 - mmaction - INFO - Epoch [175][1640/2147] lr: 4.650e-02, eta: 3 days, 8:50:57, time: 1.602, data_time: 0.002, memory: 16628, top1_acc: 0.4594, top5_acc: 0.7067, loss_cls: 2.3688, loss: 2.3688, grad_norm: 2.7906 2021-01-26 07:47:59,673 - mmaction - INFO - Epoch [175][1660/2147] lr: 4.650e-02, eta: 3 days, 8:50:23, time: 1.518, data_time: 0.009, memory: 16628, top1_acc: 0.4616, top5_acc: 0.6937, loss_cls: 2.3818, loss: 2.3818, grad_norm: 2.8718 2021-01-26 07:48:28,046 - mmaction - INFO - Epoch [175][1680/2147] lr: 4.650e-02, eta: 3 days, 8:49:47, time: 1.420, data_time: 0.006, memory: 16628, top1_acc: 0.4513, top5_acc: 0.6973, loss_cls: 2.4181, loss: 2.4181, grad_norm: 2.9188 2021-01-26 07:48:58,743 - mmaction - INFO - Epoch [175][1700/2147] lr: 4.650e-02, eta: 3 days, 8:49:12, time: 1.527, data_time: 0.003, memory: 16628, top1_acc: 0.4536, top5_acc: 0.6951, loss_cls: 2.4200, loss: 2.4200, grad_norm: 2.7995 2021-01-26 07:49:28,154 - mmaction - INFO - Epoch [175][1720/2147] lr: 4.650e-02, eta: 3 days, 8:48:37, time: 1.477, data_time: 0.012, memory: 16628, top1_acc: 0.4728, top5_acc: 0.7080, loss_cls: 2.3850, loss: 2.3850, grad_norm: 2.8129 2021-01-26 07:50:00,209 - mmaction - INFO - Epoch [175][1740/2147] lr: 4.650e-02, eta: 3 days, 8:48:03, time: 1.604, data_time: 0.006, memory: 16628, top1_acc: 0.4665, top5_acc: 0.7094, loss_cls: 2.3590, loss: 2.3590, grad_norm: 2.7878 2021-01-26 07:50:28,876 - mmaction - INFO - Epoch [175][1760/2147] lr: 4.650e-02, eta: 3 days, 8:47:27, time: 1.430, data_time: 0.005, memory: 16628, top1_acc: 0.4629, top5_acc: 0.7071, loss_cls: 2.3086, loss: 2.3086, grad_norm: 2.7912 2021-01-26 07:50:57,792 - mmaction - INFO - Epoch [175][1780/2147] lr: 4.650e-02, eta: 3 days, 8:46:52, time: 1.446, data_time: 0.012, memory: 16628, top1_acc: 0.4817, top5_acc: 0.7152, loss_cls: 2.3183, loss: 2.3183, grad_norm: 2.8494 2021-01-26 07:51:27,014 - mmaction - INFO - Epoch [175][1800/2147] lr: 4.650e-02, eta: 3 days, 8:46:17, time: 1.464, data_time: 0.007, memory: 16628, top1_acc: 0.4589, top5_acc: 0.6969, loss_cls: 2.4266, loss: 2.4266, grad_norm: 2.8734 2021-01-26 07:51:59,937 - mmaction - INFO - Epoch [175][1820/2147] lr: 4.650e-02, eta: 3 days, 8:45:43, time: 1.642, data_time: 0.001, memory: 16628, top1_acc: 0.4634, top5_acc: 0.6906, loss_cls: 2.4477, loss: 2.4477, grad_norm: 2.8555 2021-01-26 07:52:28,466 - mmaction - INFO - Epoch [175][1840/2147] lr: 4.650e-02, eta: 3 days, 8:45:07, time: 1.430, data_time: 0.007, memory: 16628, top1_acc: 0.4670, top5_acc: 0.7170, loss_cls: 2.3245, loss: 2.3245, grad_norm: 2.7969 2021-01-26 07:53:06,413 - mmaction - INFO - Epoch [175][1860/2147] lr: 4.650e-02, eta: 3 days, 8:44:36, time: 1.887, data_time: 0.007, memory: 16628, top1_acc: 0.4509, top5_acc: 0.7013, loss_cls: 2.3610, loss: 2.3610, grad_norm: 2.8272 2021-01-26 07:53:35,205 - mmaction - INFO - Epoch [175][1880/2147] lr: 4.650e-02, eta: 3 days, 8:44:01, time: 1.448, data_time: 0.016, memory: 16628, top1_acc: 0.4754, top5_acc: 0.7089, loss_cls: 2.3557, loss: 2.3557, grad_norm: 2.8000 2021-01-26 07:54:05,910 - mmaction - INFO - Epoch [175][1900/2147] lr: 4.650e-02, eta: 3 days, 8:43:26, time: 1.537, data_time: 0.010, memory: 16628, top1_acc: 0.4746, top5_acc: 0.7152, loss_cls: 2.3111, loss: 2.3111, grad_norm: 2.8130 2021-01-26 07:54:34,335 - mmaction - INFO - Epoch [175][1920/2147] lr: 4.650e-02, eta: 3 days, 8:42:50, time: 1.420, data_time: 0.003, memory: 16628, top1_acc: 0.4513, top5_acc: 0.6911, loss_cls: 2.4217, loss: 2.4217, grad_norm: 2.9468 2021-01-26 07:55:04,953 - mmaction - INFO - Epoch [175][1940/2147] lr: 4.650e-02, eta: 3 days, 8:42:16, time: 1.533, data_time: 0.004, memory: 16628, top1_acc: 0.4687, top5_acc: 0.7045, loss_cls: 2.3502, loss: 2.3502, grad_norm: 2.8173 2021-01-26 07:55:34,737 - mmaction - INFO - Epoch [175][1960/2147] lr: 4.650e-02, eta: 3 days, 8:41:41, time: 1.484, data_time: 0.003, memory: 16628, top1_acc: 0.4509, top5_acc: 0.7196, loss_cls: 2.3961, loss: 2.3961, grad_norm: 2.8503 2021-01-26 07:56:04,071 - mmaction - INFO - Epoch [175][1980/2147] lr: 4.650e-02, eta: 3 days, 8:41:06, time: 1.471, data_time: 0.012, memory: 16628, top1_acc: 0.4567, top5_acc: 0.7125, loss_cls: 2.3758, loss: 2.3758, grad_norm: 2.8029 2021-01-26 07:56:43,007 - mmaction - INFO - Epoch [175][2000/2147] lr: 4.650e-02, eta: 3 days, 8:40:34, time: 1.873, data_time: 0.001, memory: 16628, top1_acc: 0.4482, top5_acc: 0.6857, loss_cls: 2.4437, loss: 2.4437, grad_norm: 2.8360 2021-01-26 07:57:15,537 - mmaction - INFO - Epoch [175][2020/2147] lr: 4.650e-02, eta: 3 days, 8:40:01, time: 1.700, data_time: 0.076, memory: 16628, top1_acc: 0.4652, top5_acc: 0.7112, loss_cls: 2.3311, loss: 2.3311, grad_norm: 2.7170 2021-01-26 07:57:45,578 - mmaction - INFO - Epoch [175][2040/2147] lr: 4.650e-02, eta: 3 days, 8:39:26, time: 1.501, data_time: 0.001, memory: 16628, top1_acc: 0.4688, top5_acc: 0.7156, loss_cls: 2.3255, loss: 2.3255, grad_norm: 2.7994 2021-01-26 07:58:14,317 - mmaction - INFO - Epoch [175][2060/2147] lr: 4.650e-02, eta: 3 days, 8:38:51, time: 1.435, data_time: 0.003, memory: 16628, top1_acc: 0.4397, top5_acc: 0.6781, loss_cls: 2.4838, loss: 2.4838, grad_norm: 2.9035 2021-01-26 07:58:42,726 - mmaction - INFO - Epoch [175][2080/2147] lr: 4.650e-02, eta: 3 days, 8:38:15, time: 1.423, data_time: 0.006, memory: 16628, top1_acc: 0.4397, top5_acc: 0.6862, loss_cls: 2.5037, loss: 2.5037, grad_norm: 2.8114 2021-01-26 07:59:10,981 - mmaction - INFO - Epoch [175][2100/2147] lr: 4.650e-02, eta: 3 days, 8:37:39, time: 1.412, data_time: 0.001, memory: 16628, top1_acc: 0.4545, top5_acc: 0.6924, loss_cls: 2.4044, loss: 2.4044, grad_norm: 2.8071 2021-01-26 07:59:40,287 - mmaction - INFO - Epoch [175][2120/2147] lr: 4.650e-02, eta: 3 days, 8:37:04, time: 1.461, data_time: 0.002, memory: 16628, top1_acc: 0.4683, top5_acc: 0.7147, loss_cls: 2.3256, loss: 2.3256, grad_norm: 2.8001 2021-01-26 08:00:13,566 - mmaction - INFO - Epoch [175][2140/2147] lr: 4.650e-02, eta: 3 days, 8:36:30, time: 1.664, data_time: 0.009, memory: 16628, top1_acc: 0.4411, top5_acc: 0.6920, loss_cls: 2.4634, loss: 2.4634, grad_norm: 2.8792 2021-01-26 08:18:34,002 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-26 08:18:34,898 - mmaction - INFO - top1_acc 0.5254 top5_acc 0.7767 2021-01-26 08:18:34,899 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-26 08:18:34,955 - mmaction - INFO - mean_acc 0.5253 2021-01-26 08:18:34,964 - mmaction - INFO - Epoch(val) [175][2147] top1_acc: 0.5254, top5_acc: 0.7767, mean_class_accuracy: 0.5253 2021-01-26 08:23:07,820 - mmaction - INFO - Epoch [176][20/2147] lr: 4.547e-02, eta: 3 days, 8:37:31, time: 13.641, data_time: 12.112, memory: 16628, top1_acc: 0.4652, top5_acc: 0.7045, loss_cls: 2.3342, loss: 2.3342, grad_norm: 2.7481 2021-01-26 08:23:37,189 - mmaction - INFO - Epoch [176][40/2147] lr: 4.547e-02, eta: 3 days, 8:36:56, time: 1.467, data_time: 0.004, memory: 16628, top1_acc: 0.4746, top5_acc: 0.7018, loss_cls: 2.3194, loss: 2.3194, grad_norm: 2.8612 2021-01-26 08:24:06,054 - mmaction - INFO - Epoch [176][60/2147] lr: 4.547e-02, eta: 3 days, 8:36:20, time: 1.442, data_time: 0.007, memory: 16628, top1_acc: 0.4732, top5_acc: 0.7121, loss_cls: 2.3271, loss: 2.3271, grad_norm: 2.8441 2021-01-26 08:24:35,501 - mmaction - INFO - Epoch [176][80/2147] lr: 4.547e-02, eta: 3 days, 8:35:45, time: 1.474, data_time: 0.003, memory: 16628, top1_acc: 0.4692, top5_acc: 0.7107, loss_cls: 2.3272, loss: 2.3272, grad_norm: 2.8119 2021-01-26 08:25:05,498 - mmaction - INFO - Epoch [176][100/2147] lr: 4.547e-02, eta: 3 days, 8:35:10, time: 1.499, data_time: 0.001, memory: 16628, top1_acc: 0.4545, top5_acc: 0.7018, loss_cls: 2.4172, loss: 2.4172, grad_norm: 2.8519 2021-01-26 08:25:33,823 - mmaction - INFO - Epoch [176][120/2147] lr: 4.547e-02, eta: 3 days, 8:34:34, time: 1.417, data_time: 0.004, memory: 16628, top1_acc: 0.4750, top5_acc: 0.7027, loss_cls: 2.3369, loss: 2.3369, grad_norm: 2.7725 2021-01-26 08:26:04,601 - mmaction - INFO - Epoch [176][140/2147] lr: 4.547e-02, eta: 3 days, 8:34:00, time: 1.539, data_time: 0.001, memory: 16628, top1_acc: 0.4612, top5_acc: 0.6982, loss_cls: 2.3433, loss: 2.3433, grad_norm: 2.8457 2021-01-26 08:26:41,498 - mmaction - INFO - Epoch [176][160/2147] lr: 4.547e-02, eta: 3 days, 8:33:27, time: 1.758, data_time: 0.004, memory: 16628, top1_acc: 0.4679, top5_acc: 0.7214, loss_cls: 2.3127, loss: 2.3127, grad_norm: 2.8490 2021-01-26 08:27:12,552 - mmaction - INFO - Epoch [176][180/2147] lr: 4.547e-02, eta: 3 days, 8:32:53, time: 1.636, data_time: 0.088, memory: 16628, top1_acc: 0.4558, top5_acc: 0.7085, loss_cls: 2.3997, loss: 2.3997, grad_norm: 2.8260 2021-01-26 08:27:42,032 - mmaction - INFO - Epoch [176][200/2147] lr: 4.547e-02, eta: 3 days, 8:32:18, time: 1.477, data_time: 0.006, memory: 16628, top1_acc: 0.4607, top5_acc: 0.7045, loss_cls: 2.3602, loss: 2.3602, grad_norm: 2.8033 2021-01-26 08:28:10,437 - mmaction - INFO - Epoch [176][220/2147] lr: 4.547e-02, eta: 3 days, 8:31:42, time: 1.420, data_time: 0.004, memory: 16628, top1_acc: 0.4795, top5_acc: 0.7121, loss_cls: 2.3450, loss: 2.3450, grad_norm: 2.8722 2021-01-26 08:28:40,491 - mmaction - INFO - Epoch [176][240/2147] lr: 4.547e-02, eta: 3 days, 8:31:08, time: 1.502, data_time: 0.003, memory: 16628, top1_acc: 0.4741, top5_acc: 0.7138, loss_cls: 2.3222, loss: 2.3222, grad_norm: 2.8486 2021-01-26 08:29:08,781 - mmaction - INFO - Epoch [176][260/2147] lr: 4.547e-02, eta: 3 days, 8:30:32, time: 1.414, data_time: 0.003, memory: 16628, top1_acc: 0.4799, top5_acc: 0.7156, loss_cls: 2.3210, loss: 2.3210, grad_norm: 2.8448 2021-01-26 08:29:38,738 - mmaction - INFO - Epoch [176][280/2147] lr: 4.547e-02, eta: 3 days, 8:29:57, time: 1.498, data_time: 0.005, memory: 16628, top1_acc: 0.4830, top5_acc: 0.7080, loss_cls: 2.2708, loss: 2.2708, grad_norm: 2.8258 2021-01-26 08:30:08,577 - mmaction - INFO - Epoch [176][300/2147] lr: 4.547e-02, eta: 3 days, 8:29:22, time: 1.486, data_time: 0.004, memory: 16628, top1_acc: 0.4665, top5_acc: 0.7013, loss_cls: 2.3473, loss: 2.3473, grad_norm: 2.8474 2021-01-26 08:30:36,790 - mmaction - INFO - Epoch [176][320/2147] lr: 4.547e-02, eta: 3 days, 8:28:46, time: 1.418, data_time: 0.014, memory: 16628, top1_acc: 0.4866, top5_acc: 0.7263, loss_cls: 2.2165, loss: 2.2165, grad_norm: 2.8115 2021-01-26 08:31:05,215 - mmaction - INFO - Epoch [176][340/2147] lr: 4.547e-02, eta: 3 days, 8:28:10, time: 1.421, data_time: 0.005, memory: 16628, top1_acc: 0.4652, top5_acc: 0.6866, loss_cls: 2.4077, loss: 2.4077, grad_norm: 2.8000 2021-01-26 08:31:36,557 - mmaction - INFO - Epoch [176][360/2147] lr: 4.547e-02, eta: 3 days, 8:27:36, time: 1.566, data_time: 0.002, memory: 16628, top1_acc: 0.4670, top5_acc: 0.7089, loss_cls: 2.3516, loss: 2.3516, grad_norm: 2.8464 2021-01-26 08:32:15,942 - mmaction - INFO - Epoch [176][380/2147] lr: 4.547e-02, eta: 3 days, 8:27:05, time: 1.965, data_time: 0.111, memory: 16628, top1_acc: 0.4804, top5_acc: 0.7165, loss_cls: 2.2897, loss: 2.2897, grad_norm: 2.8898 2021-01-26 08:32:44,650 - mmaction - INFO - Epoch [176][400/2147] lr: 4.547e-02, eta: 3 days, 8:26:30, time: 1.441, data_time: 0.008, memory: 16628, top1_acc: 0.4732, top5_acc: 0.7125, loss_cls: 2.3214, loss: 2.3214, grad_norm: 2.9084 2021-01-26 08:33:17,027 - mmaction - INFO - Epoch [176][420/2147] lr: 4.547e-02, eta: 3 days, 8:25:56, time: 1.615, data_time: 0.003, memory: 16628, top1_acc: 0.4728, top5_acc: 0.7129, loss_cls: 2.3331, loss: 2.3331, grad_norm: 2.9184 2021-01-26 08:33:46,890 - mmaction - INFO - Epoch [176][440/2147] lr: 4.547e-02, eta: 3 days, 8:25:21, time: 1.494, data_time: 0.005, memory: 16628, top1_acc: 0.4790, top5_acc: 0.7375, loss_cls: 2.2531, loss: 2.2531, grad_norm: 2.8214 2021-01-26 08:34:17,088 - mmaction - INFO - Epoch [176][460/2147] lr: 4.547e-02, eta: 3 days, 8:24:46, time: 1.513, data_time: 0.007, memory: 16628, top1_acc: 0.4705, top5_acc: 0.7116, loss_cls: 2.3536, loss: 2.3536, grad_norm: 2.7860 2021-01-26 08:34:49,940 - mmaction - INFO - Epoch [176][480/2147] lr: 4.547e-02, eta: 3 days, 8:24:13, time: 1.636, data_time: 0.002, memory: 16628, top1_acc: 0.4688, top5_acc: 0.7152, loss_cls: 2.3246, loss: 2.3246, grad_norm: 2.8435 2021-01-26 08:35:22,370 - mmaction - INFO - Epoch [176][500/2147] lr: 4.547e-02, eta: 3 days, 8:23:39, time: 1.619, data_time: 0.009, memory: 16628, top1_acc: 0.4656, top5_acc: 0.7129, loss_cls: 2.3745, loss: 2.3745, grad_norm: 2.8449 2021-01-26 08:35:51,325 - mmaction - INFO - Epoch [176][520/2147] lr: 4.547e-02, eta: 3 days, 8:23:03, time: 1.455, data_time: 0.016, memory: 16628, top1_acc: 0.4683, top5_acc: 0.7187, loss_cls: 2.2929, loss: 2.2929, grad_norm: 2.7362 2021-01-26 08:36:20,000 - mmaction - INFO - Epoch [176][540/2147] lr: 4.547e-02, eta: 3 days, 8:22:28, time: 1.433, data_time: 0.003, memory: 16628, top1_acc: 0.4643, top5_acc: 0.7027, loss_cls: 2.3598, loss: 2.3598, grad_norm: 2.8266 2021-01-26 08:36:54,113 - mmaction - INFO - Epoch [176][560/2147] lr: 4.547e-02, eta: 3 days, 8:21:55, time: 1.706, data_time: 0.007, memory: 16628, top1_acc: 0.4804, top5_acc: 0.7138, loss_cls: 2.3140, loss: 2.3140, grad_norm: 2.8658 2021-01-26 08:37:26,397 - mmaction - INFO - Epoch [176][580/2147] lr: 4.547e-02, eta: 3 days, 8:21:21, time: 1.610, data_time: 0.004, memory: 16628, top1_acc: 0.4844, top5_acc: 0.7161, loss_cls: 2.3127, loss: 2.3127, grad_norm: 2.8925 2021-01-26 08:37:58,342 - mmaction - INFO - Epoch [176][600/2147] lr: 4.547e-02, eta: 3 days, 8:20:47, time: 1.602, data_time: 0.010, memory: 16628, top1_acc: 0.4612, top5_acc: 0.7022, loss_cls: 2.3531, loss: 2.3531, grad_norm: 2.8285 2021-01-26 08:38:26,654 - mmaction - INFO - Epoch [176][620/2147] lr: 4.547e-02, eta: 3 days, 8:20:11, time: 1.417, data_time: 0.005, memory: 16628, top1_acc: 0.4737, top5_acc: 0.7009, loss_cls: 2.3686, loss: 2.3686, grad_norm: 2.9367 2021-01-26 08:38:57,128 - mmaction - INFO - Epoch [176][640/2147] lr: 4.547e-02, eta: 3 days, 8:19:36, time: 1.524, data_time: 0.001, memory: 16628, top1_acc: 0.4750, top5_acc: 0.7085, loss_cls: 2.3395, loss: 2.3395, grad_norm: 2.8208 2021-01-26 08:39:27,793 - mmaction - INFO - Epoch [176][660/2147] lr: 4.547e-02, eta: 3 days, 8:19:02, time: 1.533, data_time: 0.002, memory: 16628, top1_acc: 0.4460, top5_acc: 0.6987, loss_cls: 2.4275, loss: 2.4275, grad_norm: 2.9312 2021-01-26 08:39:57,228 - mmaction - INFO - Epoch [176][680/2147] lr: 4.547e-02, eta: 3 days, 8:18:27, time: 1.473, data_time: 0.006, memory: 16628, top1_acc: 0.4737, top5_acc: 0.7174, loss_cls: 2.3494, loss: 2.3494, grad_norm: 2.8402 2021-01-26 08:40:26,297 - mmaction - INFO - Epoch [176][700/2147] lr: 4.547e-02, eta: 3 days, 8:17:51, time: 1.450, data_time: 0.002, memory: 16628, top1_acc: 0.4589, top5_acc: 0.6991, loss_cls: 2.3620, loss: 2.3620, grad_norm: 2.8569 2021-01-26 08:41:01,051 - mmaction - INFO - Epoch [176][720/2147] lr: 4.547e-02, eta: 3 days, 8:17:18, time: 1.734, data_time: 0.014, memory: 16628, top1_acc: 0.4897, top5_acc: 0.7179, loss_cls: 2.2739, loss: 2.2739, grad_norm: 2.7974 2021-01-26 08:41:31,219 - mmaction - INFO - Epoch [176][740/2147] lr: 4.547e-02, eta: 3 days, 8:16:44, time: 1.511, data_time: 0.010, memory: 16628, top1_acc: 0.4643, top5_acc: 0.7058, loss_cls: 2.3587, loss: 2.3587, grad_norm: 2.8758 2021-01-26 08:42:03,592 - mmaction - INFO - Epoch [176][760/2147] lr: 4.547e-02, eta: 3 days, 8:16:10, time: 1.622, data_time: 0.008, memory: 16628, top1_acc: 0.4688, top5_acc: 0.7071, loss_cls: 2.3714, loss: 2.3714, grad_norm: 2.8273 2021-01-26 08:42:32,125 - mmaction - INFO - Epoch [176][780/2147] lr: 4.547e-02, eta: 3 days, 8:15:34, time: 1.425, data_time: 0.003, memory: 16628, top1_acc: 0.4504, top5_acc: 0.7013, loss_cls: 2.3954, loss: 2.3954, grad_norm: 2.8484 2021-01-26 08:43:05,234 - mmaction - INFO - Epoch [176][800/2147] lr: 4.547e-02, eta: 3 days, 8:15:01, time: 1.659, data_time: 0.013, memory: 16628, top1_acc: 0.4554, top5_acc: 0.7022, loss_cls: 2.3704, loss: 2.3704, grad_norm: 2.8113 2021-01-26 08:43:33,564 - mmaction - INFO - Epoch [176][820/2147] lr: 4.547e-02, eta: 3 days, 8:14:25, time: 1.416, data_time: 0.001, memory: 16628, top1_acc: 0.4647, top5_acc: 0.6991, loss_cls: 2.3466, loss: 2.3466, grad_norm: 2.7687 2021-01-26 08:44:01,889 - mmaction - INFO - Epoch [176][840/2147] lr: 4.547e-02, eta: 3 days, 8:13:49, time: 1.417, data_time: 0.001, memory: 16628, top1_acc: 0.4714, top5_acc: 0.7004, loss_cls: 2.3632, loss: 2.3632, grad_norm: 2.7695 2021-01-26 08:44:30,053 - mmaction - INFO - Epoch [176][860/2147] lr: 4.547e-02, eta: 3 days, 8:13:14, time: 1.407, data_time: 0.001, memory: 16628, top1_acc: 0.4696, top5_acc: 0.7129, loss_cls: 2.3314, loss: 2.3314, grad_norm: 2.8692 2021-01-26 08:45:08,494 - mmaction - INFO - Epoch [176][880/2147] lr: 4.547e-02, eta: 3 days, 8:12:42, time: 1.914, data_time: 0.010, memory: 16628, top1_acc: 0.4612, top5_acc: 0.7058, loss_cls: 2.3863, loss: 2.3863, grad_norm: 2.9497 2021-01-26 08:45:39,361 - mmaction - INFO - Epoch [176][900/2147] lr: 4.547e-02, eta: 3 days, 8:12:08, time: 1.542, data_time: 0.027, memory: 16628, top1_acc: 0.4701, top5_acc: 0.7036, loss_cls: 2.3262, loss: 2.3262, grad_norm: 2.8184 2021-01-26 08:46:07,594 - mmaction - INFO - Epoch [176][920/2147] lr: 4.547e-02, eta: 3 days, 8:11:32, time: 1.423, data_time: 0.012, memory: 16628, top1_acc: 0.5040, top5_acc: 0.7317, loss_cls: 2.2180, loss: 2.2180, grad_norm: 2.8491 2021-01-26 08:46:38,249 - mmaction - INFO - Epoch [176][940/2147] lr: 4.547e-02, eta: 3 days, 8:10:57, time: 1.522, data_time: 0.006, memory: 16628, top1_acc: 0.4705, top5_acc: 0.7152, loss_cls: 2.3550, loss: 2.3550, grad_norm: 2.9646 2021-01-26 08:47:15,780 - mmaction - INFO - Epoch [176][960/2147] lr: 4.547e-02, eta: 3 days, 8:10:26, time: 1.886, data_time: 0.041, memory: 16628, top1_acc: 0.4576, top5_acc: 0.7219, loss_cls: 2.3166, loss: 2.3166, grad_norm: 2.9511 2021-01-26 08:47:44,273 - mmaction - INFO - Epoch [176][980/2147] lr: 4.547e-02, eta: 3 days, 8:09:50, time: 1.424, data_time: 0.002, memory: 16628, top1_acc: 0.4746, top5_acc: 0.7027, loss_cls: 2.3680, loss: 2.3680, grad_norm: 2.8614 2021-01-26 08:48:15,443 - mmaction - INFO - Epoch [176][1000/2147] lr: 4.547e-02, eta: 3 days, 8:09:16, time: 1.557, data_time: 0.009, memory: 16628, top1_acc: 0.4661, top5_acc: 0.7250, loss_cls: 2.2939, loss: 2.2939, grad_norm: 2.8181 2021-01-26 08:48:44,859 - mmaction - INFO - Epoch [176][1020/2147] lr: 4.547e-02, eta: 3 days, 8:08:41, time: 1.473, data_time: 0.005, memory: 16628, top1_acc: 0.4723, top5_acc: 0.7205, loss_cls: 2.3016, loss: 2.3016, grad_norm: 2.7741 2021-01-26 08:49:14,303 - mmaction - INFO - Epoch [176][1040/2147] lr: 4.547e-02, eta: 3 days, 8:08:06, time: 1.465, data_time: 0.002, memory: 16628, top1_acc: 0.4607, top5_acc: 0.6982, loss_cls: 2.4038, loss: 2.4038, grad_norm: 2.8222 2021-01-26 08:49:43,049 - mmaction - INFO - Epoch [176][1060/2147] lr: 4.547e-02, eta: 3 days, 8:07:30, time: 1.443, data_time: 0.011, memory: 16628, top1_acc: 0.4540, top5_acc: 0.7112, loss_cls: 2.3658, loss: 2.3658, grad_norm: 2.8587 2021-01-26 08:50:12,465 - mmaction - INFO - Epoch [176][1080/2147] lr: 4.547e-02, eta: 3 days, 8:06:55, time: 1.465, data_time: 0.002, memory: 16628, top1_acc: 0.4795, top5_acc: 0.7201, loss_cls: 2.2555, loss: 2.2555, grad_norm: 2.8422 2021-01-26 08:50:41,247 - mmaction - INFO - Epoch [176][1100/2147] lr: 4.547e-02, eta: 3 days, 8:06:20, time: 1.446, data_time: 0.011, memory: 16628, top1_acc: 0.4625, top5_acc: 0.7013, loss_cls: 2.3614, loss: 2.3614, grad_norm: 2.9619 2021-01-26 08:51:10,119 - mmaction - INFO - Epoch [176][1120/2147] lr: 4.547e-02, eta: 3 days, 8:05:44, time: 1.441, data_time: 0.002, memory: 16628, top1_acc: 0.4558, top5_acc: 0.6982, loss_cls: 2.4115, loss: 2.4115, grad_norm: 2.8579 2021-01-26 08:51:40,672 - mmaction - INFO - Epoch [176][1140/2147] lr: 4.547e-02, eta: 3 days, 8:05:09, time: 1.451, data_time: 0.009, memory: 16628, top1_acc: 0.4509, top5_acc: 0.7058, loss_cls: 2.3531, loss: 2.3531, grad_norm: 2.8002 2021-01-26 08:52:14,816 - mmaction - INFO - Epoch [176][1160/2147] lr: 4.547e-02, eta: 3 days, 8:04:36, time: 1.783, data_time: 0.080, memory: 16628, top1_acc: 0.4567, top5_acc: 0.7000, loss_cls: 2.3952, loss: 2.3952, grad_norm: 2.8692 2021-01-26 08:52:43,210 - mmaction - INFO - Epoch [176][1180/2147] lr: 4.547e-02, eta: 3 days, 8:04:01, time: 1.421, data_time: 0.006, memory: 16628, top1_acc: 0.4679, top5_acc: 0.7062, loss_cls: 2.3674, loss: 2.3674, grad_norm: 2.8679 2021-01-26 08:53:13,374 - mmaction - INFO - Epoch [176][1200/2147] lr: 4.547e-02, eta: 3 days, 8:03:26, time: 1.508, data_time: 0.002, memory: 16628, top1_acc: 0.4647, top5_acc: 0.7022, loss_cls: 2.3648, loss: 2.3648, grad_norm: 2.7274 2021-01-26 08:53:41,673 - mmaction - INFO - Epoch [176][1220/2147] lr: 4.547e-02, eta: 3 days, 8:02:50, time: 1.417, data_time: 0.005, memory: 16628, top1_acc: 0.4754, top5_acc: 0.7138, loss_cls: 2.2873, loss: 2.2873, grad_norm: 2.8141 2021-01-26 08:54:10,483 - mmaction - INFO - Epoch [176][1240/2147] lr: 4.547e-02, eta: 3 days, 8:02:15, time: 1.440, data_time: 0.001, memory: 16628, top1_acc: 0.4830, top5_acc: 0.7143, loss_cls: 2.3192, loss: 2.3192, grad_norm: 2.7693 2021-01-26 08:54:41,318 - mmaction - INFO - Epoch [176][1260/2147] lr: 4.547e-02, eta: 3 days, 8:01:40, time: 1.538, data_time: 0.004, memory: 16628, top1_acc: 0.4576, top5_acc: 0.6964, loss_cls: 2.4486, loss: 2.4486, grad_norm: 2.8611 2021-01-26 08:55:12,164 - mmaction - INFO - Epoch [176][1280/2147] lr: 4.547e-02, eta: 3 days, 8:01:06, time: 1.546, data_time: 0.010, memory: 16628, top1_acc: 0.4839, top5_acc: 0.7272, loss_cls: 2.2782, loss: 2.2782, grad_norm: 2.7667 2021-01-26 08:55:42,995 - mmaction - INFO - Epoch [176][1300/2147] lr: 4.547e-02, eta: 3 days, 8:00:31, time: 1.536, data_time: 0.002, memory: 16628, top1_acc: 0.4576, top5_acc: 0.6991, loss_cls: 2.3880, loss: 2.3880, grad_norm: 2.8820 2021-01-26 08:56:12,716 - mmaction - INFO - Epoch [176][1320/2147] lr: 4.547e-02, eta: 3 days, 7:59:56, time: 1.486, data_time: 0.009, memory: 16628, top1_acc: 0.4589, top5_acc: 0.7027, loss_cls: 2.3677, loss: 2.3677, grad_norm: 2.8450 2021-01-26 08:56:42,527 - mmaction - INFO - Epoch [176][1340/2147] lr: 4.547e-02, eta: 3 days, 7:59:21, time: 1.496, data_time: 0.017, memory: 16628, top1_acc: 0.4750, top5_acc: 0.6978, loss_cls: 2.3464, loss: 2.3464, grad_norm: 2.8588 2021-01-26 08:57:16,653 - mmaction - INFO - Epoch [176][1360/2147] lr: 4.547e-02, eta: 3 days, 7:58:48, time: 1.706, data_time: 0.002, memory: 16628, top1_acc: 0.4647, top5_acc: 0.7179, loss_cls: 2.3501, loss: 2.3501, grad_norm: 2.8688 2021-01-26 08:57:44,822 - mmaction - INFO - Epoch [176][1380/2147] lr: 4.547e-02, eta: 3 days, 7:58:12, time: 1.409, data_time: 0.003, memory: 16628, top1_acc: 0.4705, top5_acc: 0.7183, loss_cls: 2.3153, loss: 2.3153, grad_norm: 2.9058 2021-01-26 08:58:14,848 - mmaction - INFO - Epoch [176][1400/2147] lr: 4.547e-02, eta: 3 days, 7:57:37, time: 1.492, data_time: 0.002, memory: 16628, top1_acc: 0.4522, top5_acc: 0.7040, loss_cls: 2.3547, loss: 2.3547, grad_norm: 2.8806 2021-01-26 08:58:43,077 - mmaction - INFO - Epoch [176][1420/2147] lr: 4.547e-02, eta: 3 days, 7:57:02, time: 1.420, data_time: 0.013, memory: 16628, top1_acc: 0.4558, top5_acc: 0.7040, loss_cls: 2.3805, loss: 2.3805, grad_norm: 2.8746 2021-01-26 08:59:11,449 - mmaction - INFO - Epoch [176][1440/2147] lr: 4.547e-02, eta: 3 days, 7:56:26, time: 1.416, data_time: 0.003, memory: 16628, top1_acc: 0.4696, top5_acc: 0.7071, loss_cls: 2.3561, loss: 2.3561, grad_norm: 2.8342 2021-01-26 08:59:41,530 - mmaction - INFO - Epoch [176][1460/2147] lr: 4.547e-02, eta: 3 days, 7:55:51, time: 1.505, data_time: 0.011, memory: 16628, top1_acc: 0.4710, top5_acc: 0.7121, loss_cls: 2.3219, loss: 2.3219, grad_norm: 2.8845 2021-01-26 09:00:12,387 - mmaction - INFO - Epoch [176][1480/2147] lr: 4.547e-02, eta: 3 days, 7:55:17, time: 1.542, data_time: 0.005, memory: 16628, top1_acc: 0.4741, top5_acc: 0.7214, loss_cls: 2.3312, loss: 2.3312, grad_norm: 2.8505 2021-01-26 09:00:40,677 - mmaction - INFO - Epoch [176][1500/2147] lr: 4.547e-02, eta: 3 days, 7:54:41, time: 1.418, data_time: 0.011, memory: 16628, top1_acc: 0.4522, top5_acc: 0.6964, loss_cls: 2.3778, loss: 2.3778, grad_norm: 2.8638 2021-01-26 09:01:09,346 - mmaction - INFO - Epoch [176][1520/2147] lr: 4.547e-02, eta: 3 days, 7:54:05, time: 1.432, data_time: 0.004, memory: 16628, top1_acc: 0.4607, top5_acc: 0.6897, loss_cls: 2.4319, loss: 2.4319, grad_norm: 2.8289 2021-01-26 09:01:38,019 - mmaction - INFO - Epoch [176][1540/2147] lr: 4.547e-02, eta: 3 days, 7:53:30, time: 1.435, data_time: 0.003, memory: 16628, top1_acc: 0.4920, top5_acc: 0.7210, loss_cls: 2.2537, loss: 2.2537, grad_norm: 2.8244 2021-01-26 09:02:07,170 - mmaction - INFO - Epoch [176][1560/2147] lr: 4.547e-02, eta: 3 days, 7:52:55, time: 1.458, data_time: 0.002, memory: 16628, top1_acc: 0.4518, top5_acc: 0.7054, loss_cls: 2.4044, loss: 2.4044, grad_norm: 2.9605 2021-01-26 09:02:35,264 - mmaction - INFO - Epoch [176][1580/2147] lr: 4.547e-02, eta: 3 days, 7:52:19, time: 1.404, data_time: 0.000, memory: 16628, top1_acc: 0.4670, top5_acc: 0.7138, loss_cls: 2.3316, loss: 2.3316, grad_norm: 2.8588 2021-01-26 09:03:05,889 - mmaction - INFO - Epoch [176][1600/2147] lr: 4.547e-02, eta: 3 days, 7:51:44, time: 1.529, data_time: 0.001, memory: 16628, top1_acc: 0.4607, top5_acc: 0.6982, loss_cls: 2.4019, loss: 2.4019, grad_norm: 2.8159 2021-01-26 09:03:36,109 - mmaction - INFO - Epoch [176][1620/2147] lr: 4.547e-02, eta: 3 days, 7:51:09, time: 1.513, data_time: 0.005, memory: 16628, top1_acc: 0.4598, top5_acc: 0.7134, loss_cls: 2.4168, loss: 2.4168, grad_norm: 2.9196 2021-01-26 09:04:06,635 - mmaction - INFO - Epoch [176][1640/2147] lr: 4.547e-02, eta: 3 days, 7:50:35, time: 1.526, data_time: 0.003, memory: 16628, top1_acc: 0.4737, top5_acc: 0.7214, loss_cls: 2.3219, loss: 2.3219, grad_norm: 2.7921 2021-01-26 09:04:35,587 - mmaction - INFO - Epoch [176][1660/2147] lr: 4.547e-02, eta: 3 days, 7:49:59, time: 1.448, data_time: 0.003, memory: 16628, top1_acc: 0.4875, top5_acc: 0.7246, loss_cls: 2.2676, loss: 2.2676, grad_norm: 2.8158 2021-01-26 09:05:03,946 - mmaction - INFO - Epoch [176][1680/2147] lr: 4.547e-02, eta: 3 days, 7:49:24, time: 1.417, data_time: 0.001, memory: 16628, top1_acc: 0.4679, top5_acc: 0.7067, loss_cls: 2.3565, loss: 2.3565, grad_norm: 2.8417 2021-01-26 09:05:35,384 - mmaction - INFO - Epoch [176][1700/2147] lr: 4.547e-02, eta: 3 days, 7:48:49, time: 1.571, data_time: 0.001, memory: 16628, top1_acc: 0.4504, top5_acc: 0.7031, loss_cls: 2.3761, loss: 2.3761, grad_norm: 2.9121 2021-01-26 09:06:05,269 - mmaction - INFO - Epoch [176][1720/2147] lr: 4.547e-02, eta: 3 days, 7:48:14, time: 1.495, data_time: 0.003, memory: 16628, top1_acc: 0.4549, top5_acc: 0.7089, loss_cls: 2.3795, loss: 2.3795, grad_norm: 2.8980 2021-01-26 09:06:33,718 - mmaction - INFO - Epoch [176][1740/2147] lr: 4.547e-02, eta: 3 days, 7:47:39, time: 1.423, data_time: 0.003, memory: 16628, top1_acc: 0.4746, top5_acc: 0.7107, loss_cls: 2.3152, loss: 2.3152, grad_norm: 2.8341 2021-01-26 09:07:06,214 - mmaction - INFO - Epoch [176][1760/2147] lr: 4.547e-02, eta: 3 days, 7:47:05, time: 1.624, data_time: 0.001, memory: 16628, top1_acc: 0.4692, top5_acc: 0.7080, loss_cls: 2.3502, loss: 2.3502, grad_norm: 2.8531 2021-01-26 09:07:34,936 - mmaction - INFO - Epoch [176][1780/2147] lr: 4.547e-02, eta: 3 days, 7:46:30, time: 1.437, data_time: 0.006, memory: 16628, top1_acc: 0.4585, top5_acc: 0.7022, loss_cls: 2.3653, loss: 2.3653, grad_norm: 2.8705 2021-01-26 09:08:05,494 - mmaction - INFO - Epoch [176][1800/2147] lr: 4.547e-02, eta: 3 days, 7:45:55, time: 1.525, data_time: 0.004, memory: 16628, top1_acc: 0.4598, top5_acc: 0.7036, loss_cls: 2.3667, loss: 2.3667, grad_norm: 2.8423 2021-01-26 09:08:36,818 - mmaction - INFO - Epoch [176][1820/2147] lr: 4.547e-02, eta: 3 days, 7:45:21, time: 1.569, data_time: 0.004, memory: 16628, top1_acc: 0.4549, top5_acc: 0.7107, loss_cls: 2.3507, loss: 2.3507, grad_norm: 2.8578 2021-01-26 09:09:09,959 - mmaction - INFO - Epoch [176][1840/2147] lr: 4.547e-02, eta: 3 days, 7:44:47, time: 1.654, data_time: 0.003, memory: 16628, top1_acc: 0.4759, top5_acc: 0.7187, loss_cls: 2.2873, loss: 2.2873, grad_norm: 2.8589 2021-01-26 09:09:39,835 - mmaction - INFO - Epoch [176][1860/2147] lr: 4.547e-02, eta: 3 days, 7:44:12, time: 1.496, data_time: 0.006, memory: 16628, top1_acc: 0.4589, top5_acc: 0.7036, loss_cls: 2.3797, loss: 2.3797, grad_norm: 2.7570 2021-01-26 09:10:09,776 - mmaction - INFO - Epoch [176][1880/2147] lr: 4.547e-02, eta: 3 days, 7:43:37, time: 1.497, data_time: 0.002, memory: 16628, top1_acc: 0.4687, top5_acc: 0.7076, loss_cls: 2.3454, loss: 2.3454, grad_norm: 2.8714 2021-01-26 09:10:38,424 - mmaction - INFO - Epoch [176][1900/2147] lr: 4.547e-02, eta: 3 days, 7:43:02, time: 1.433, data_time: 0.002, memory: 16628, top1_acc: 0.4737, top5_acc: 0.6911, loss_cls: 2.3928, loss: 2.3928, grad_norm: 2.7867 2021-01-26 09:11:06,809 - mmaction - INFO - Epoch [176][1920/2147] lr: 4.547e-02, eta: 3 days, 7:42:26, time: 1.418, data_time: 0.003, memory: 16628, top1_acc: 0.4696, top5_acc: 0.7058, loss_cls: 2.3290, loss: 2.3290, grad_norm: 2.7879 2021-01-26 09:11:44,675 - mmaction - INFO - Epoch [176][1940/2147] lr: 4.547e-02, eta: 3 days, 7:41:54, time: 1.857, data_time: 0.006, memory: 16628, top1_acc: 0.4482, top5_acc: 0.6875, loss_cls: 2.4679, loss: 2.4679, grad_norm: 2.8600 2021-01-26 09:12:16,261 - mmaction - INFO - Epoch [176][1960/2147] lr: 4.547e-02, eta: 3 days, 7:41:21, time: 1.613, data_time: 0.046, memory: 16628, top1_acc: 0.4478, top5_acc: 0.6924, loss_cls: 2.4389, loss: 2.4389, grad_norm: 2.8042 2021-01-26 09:12:44,792 - mmaction - INFO - Epoch [176][1980/2147] lr: 4.547e-02, eta: 3 days, 7:40:45, time: 1.428, data_time: 0.007, memory: 16628, top1_acc: 0.4554, top5_acc: 0.7049, loss_cls: 2.3981, loss: 2.3981, grad_norm: 2.8966 2021-01-26 09:13:13,363 - mmaction - INFO - Epoch [176][2000/2147] lr: 4.547e-02, eta: 3 days, 7:40:09, time: 1.431, data_time: 0.005, memory: 16628, top1_acc: 0.4893, top5_acc: 0.7201, loss_cls: 2.3015, loss: 2.3015, grad_norm: 2.8605 2021-01-26 09:13:41,532 - mmaction - INFO - Epoch [176][2020/2147] lr: 4.547e-02, eta: 3 days, 7:39:34, time: 1.406, data_time: 0.002, memory: 16628, top1_acc: 0.4585, top5_acc: 0.7049, loss_cls: 2.3719, loss: 2.3719, grad_norm: 2.7917 2021-01-26 09:14:13,118 - mmaction - INFO - Epoch [176][2040/2147] lr: 4.547e-02, eta: 3 days, 7:39:00, time: 1.582, data_time: 0.004, memory: 16628, top1_acc: 0.4558, top5_acc: 0.7040, loss_cls: 2.4035, loss: 2.4035, grad_norm: 2.8326 2021-01-26 09:14:42,456 - mmaction - INFO - Epoch [176][2060/2147] lr: 4.547e-02, eta: 3 days, 7:38:24, time: 1.465, data_time: 0.005, memory: 16628, top1_acc: 0.4799, top5_acc: 0.7165, loss_cls: 2.2825, loss: 2.2825, grad_norm: 2.8457 2021-01-26 09:15:12,728 - mmaction - INFO - Epoch [176][2080/2147] lr: 4.547e-02, eta: 3 days, 7:37:50, time: 1.511, data_time: 0.004, memory: 16628, top1_acc: 0.4598, top5_acc: 0.7027, loss_cls: 2.3590, loss: 2.3590, grad_norm: 2.8552 2021-01-26 09:15:41,902 - mmaction - INFO - Epoch [176][2100/2147] lr: 4.547e-02, eta: 3 days, 7:37:14, time: 1.464, data_time: 0.015, memory: 16628, top1_acc: 0.4723, top5_acc: 0.6991, loss_cls: 2.3706, loss: 2.3706, grad_norm: 2.8250 2021-01-26 09:16:11,021 - mmaction - INFO - Epoch [176][2120/2147] lr: 4.547e-02, eta: 3 days, 7:36:39, time: 1.456, data_time: 0.002, memory: 16628, top1_acc: 0.4781, top5_acc: 0.6955, loss_cls: 2.3752, loss: 2.3752, grad_norm: 2.8345 2021-01-26 09:16:43,627 - mmaction - INFO - Epoch [176][2140/2147] lr: 4.547e-02, eta: 3 days, 7:36:05, time: 1.628, data_time: 0.007, memory: 16628, top1_acc: 0.4629, top5_acc: 0.6982, loss_cls: 2.3846, loss: 2.3846, grad_norm: 2.8690 2021-01-26 09:17:12,407 - mmaction - INFO - Saving checkpoint at 176 epochs 2021-01-26 09:22:22,322 - mmaction - INFO - Epoch [177][20/2147] lr: 4.444e-02, eta: 3 days, 7:37:19, time: 15.274, data_time: 12.558, memory: 16628, top1_acc: 0.4888, top5_acc: 0.7281, loss_cls: 2.2249, loss: 2.2249, grad_norm: 2.8380 2021-01-26 09:22:59,053 - mmaction - INFO - Epoch [177][40/2147] lr: 4.444e-02, eta: 3 days, 7:36:48, time: 1.923, data_time: 0.091, memory: 16628, top1_acc: 0.4723, top5_acc: 0.7071, loss_cls: 2.2898, loss: 2.2898, grad_norm: 2.7959 2021-01-26 09:23:27,477 - mmaction - INFO - Epoch [177][60/2147] lr: 4.444e-02, eta: 3 days, 7:36:12, time: 1.421, data_time: 0.003, memory: 16628, top1_acc: 0.4603, top5_acc: 0.7049, loss_cls: 2.3228, loss: 2.3228, grad_norm: 2.8114 2021-01-26 09:23:57,608 - mmaction - INFO - Epoch [177][80/2147] lr: 4.444e-02, eta: 3 days, 7:35:37, time: 1.507, data_time: 0.004, memory: 16628, top1_acc: 0.4643, top5_acc: 0.7129, loss_cls: 2.2995, loss: 2.2995, grad_norm: 2.8088 2021-01-26 09:24:30,138 - mmaction - INFO - Epoch [177][100/2147] lr: 4.444e-02, eta: 3 days, 7:35:03, time: 1.623, data_time: 0.002, memory: 16628, top1_acc: 0.4687, top5_acc: 0.7147, loss_cls: 2.3091, loss: 2.3091, grad_norm: 2.8662 2021-01-26 09:24:58,567 - mmaction - INFO - Epoch [177][120/2147] lr: 4.444e-02, eta: 3 days, 7:34:28, time: 1.424, data_time: 0.006, memory: 16628, top1_acc: 0.4692, top5_acc: 0.7304, loss_cls: 2.2646, loss: 2.2646, grad_norm: 2.8924 2021-01-26 09:25:27,137 - mmaction - INFO - Epoch [177][140/2147] lr: 4.444e-02, eta: 3 days, 7:33:52, time: 1.422, data_time: 0.004, memory: 16628, top1_acc: 0.4638, top5_acc: 0.7058, loss_cls: 2.3472, loss: 2.3472, grad_norm: 2.8946 2021-01-26 09:25:59,992 - mmaction - INFO - Epoch [177][160/2147] lr: 4.444e-02, eta: 3 days, 7:33:18, time: 1.652, data_time: 0.015, memory: 16628, top1_acc: 0.4987, top5_acc: 0.7272, loss_cls: 2.2149, loss: 2.2149, grad_norm: 2.7686 2021-01-26 09:26:32,682 - mmaction - INFO - Epoch [177][180/2147] lr: 4.444e-02, eta: 3 days, 7:32:45, time: 1.635, data_time: 0.001, memory: 16628, top1_acc: 0.4862, top5_acc: 0.7183, loss_cls: 2.2394, loss: 2.2394, grad_norm: 2.8562 2021-01-26 09:27:05,876 - mmaction - INFO - Epoch [177][200/2147] lr: 4.444e-02, eta: 3 days, 7:32:11, time: 1.656, data_time: 0.066, memory: 16628, top1_acc: 0.4759, top5_acc: 0.7103, loss_cls: 2.3345, loss: 2.3345, grad_norm: 2.8877 2021-01-26 09:27:34,494 - mmaction - INFO - Epoch [177][220/2147] lr: 4.444e-02, eta: 3 days, 7:31:36, time: 1.434, data_time: 0.009, memory: 16628, top1_acc: 0.4696, top5_acc: 0.7080, loss_cls: 2.3496, loss: 2.3496, grad_norm: 2.9415 2021-01-26 09:28:07,188 - mmaction - INFO - Epoch [177][240/2147] lr: 4.444e-02, eta: 3 days, 7:31:02, time: 1.628, data_time: 0.009, memory: 16628, top1_acc: 0.4723, top5_acc: 0.7210, loss_cls: 2.3061, loss: 2.3061, grad_norm: 2.8786 2021-01-26 09:28:35,896 - mmaction - INFO - Epoch [177][260/2147] lr: 4.444e-02, eta: 3 days, 7:30:27, time: 1.443, data_time: 0.015, memory: 16628, top1_acc: 0.4844, top5_acc: 0.7246, loss_cls: 2.2196, loss: 2.2196, grad_norm: 2.8559 2021-01-26 09:29:06,690 - mmaction - INFO - Epoch [177][280/2147] lr: 4.444e-02, eta: 3 days, 7:29:52, time: 1.540, data_time: 0.005, memory: 16628, top1_acc: 0.4638, top5_acc: 0.6955, loss_cls: 2.3837, loss: 2.3837, grad_norm: 2.9125 2021-01-26 09:29:35,091 - mmaction - INFO - Epoch [177][300/2147] lr: 4.444e-02, eta: 3 days, 7:29:16, time: 1.420, data_time: 0.003, memory: 16628, top1_acc: 0.4536, top5_acc: 0.6987, loss_cls: 2.3957, loss: 2.3957, grad_norm: 2.8526 2021-01-26 09:30:08,206 - mmaction - INFO - Epoch [177][320/2147] lr: 4.444e-02, eta: 3 days, 7:28:43, time: 1.649, data_time: 0.003, memory: 16628, top1_acc: 0.4594, top5_acc: 0.7062, loss_cls: 2.3933, loss: 2.3933, grad_norm: 2.8623 2021-01-26 09:30:37,082 - mmaction - INFO - Epoch [177][340/2147] lr: 4.444e-02, eta: 3 days, 7:28:07, time: 1.449, data_time: 0.014, memory: 16628, top1_acc: 0.4897, top5_acc: 0.7317, loss_cls: 2.2437, loss: 2.2437, grad_norm: 2.8554 2021-01-26 09:31:07,771 - mmaction - INFO - Epoch [177][360/2147] lr: 4.444e-02, eta: 3 days, 7:27:33, time: 1.532, data_time: 0.007, memory: 16628, top1_acc: 0.4835, top5_acc: 0.7192, loss_cls: 2.2938, loss: 2.2938, grad_norm: 2.8722 2021-01-26 09:31:36,062 - mmaction - INFO - Epoch [177][380/2147] lr: 4.444e-02, eta: 3 days, 7:26:57, time: 1.416, data_time: 0.005, memory: 16628, top1_acc: 0.4683, top5_acc: 0.7058, loss_cls: 2.3485, loss: 2.3485, grad_norm: 2.9144 2021-01-26 09:32:10,637 - mmaction - INFO - Epoch [177][400/2147] lr: 4.444e-02, eta: 3 days, 7:26:24, time: 1.727, data_time: 0.016, memory: 16628, top1_acc: 0.4661, top5_acc: 0.7054, loss_cls: 2.3051, loss: 2.3051, grad_norm: 2.7998 2021-01-26 09:32:38,870 - mmaction - INFO - Epoch [177][420/2147] lr: 4.444e-02, eta: 3 days, 7:25:49, time: 1.413, data_time: 0.006, memory: 16628, top1_acc: 0.4683, top5_acc: 0.7089, loss_cls: 2.3603, loss: 2.3603, grad_norm: 2.9085 2021-01-26 09:33:07,067 - mmaction - INFO - Epoch [177][440/2147] lr: 4.444e-02, eta: 3 days, 7:25:13, time: 1.412, data_time: 0.005, memory: 16628, top1_acc: 0.4661, top5_acc: 0.6978, loss_cls: 2.3752, loss: 2.3752, grad_norm: 2.8985 2021-01-26 09:33:36,891 - mmaction - INFO - Epoch [177][460/2147] lr: 4.444e-02, eta: 3 days, 7:24:38, time: 1.490, data_time: 0.002, memory: 16628, top1_acc: 0.4536, top5_acc: 0.7080, loss_cls: 2.3945, loss: 2.3945, grad_norm: 2.8991 2021-01-26 09:34:06,362 - mmaction - INFO - Epoch [177][480/2147] lr: 4.444e-02, eta: 3 days, 7:24:03, time: 1.473, data_time: 0.002, memory: 16628, top1_acc: 0.4781, top5_acc: 0.7263, loss_cls: 2.2437, loss: 2.2437, grad_norm: 2.8038 2021-01-26 09:34:36,162 - mmaction - INFO - Epoch [177][500/2147] lr: 4.444e-02, eta: 3 days, 7:23:28, time: 1.491, data_time: 0.006, memory: 16628, top1_acc: 0.4772, top5_acc: 0.7076, loss_cls: 2.3006, loss: 2.3006, grad_norm: 2.8925 2021-01-26 09:35:07,379 - mmaction - INFO - Epoch [177][520/2147] lr: 4.444e-02, eta: 3 days, 7:22:53, time: 1.561, data_time: 0.003, memory: 16628, top1_acc: 0.4603, top5_acc: 0.7062, loss_cls: 2.3665, loss: 2.3665, grad_norm: 2.9712 2021-01-26 09:35:38,018 - mmaction - INFO - Epoch [177][540/2147] lr: 4.444e-02, eta: 3 days, 7:22:19, time: 1.532, data_time: 0.001, memory: 16628, top1_acc: 0.4732, top5_acc: 0.7156, loss_cls: 2.2991, loss: 2.2991, grad_norm: 2.8771 2021-01-26 09:36:06,296 - mmaction - INFO - Epoch [177][560/2147] lr: 4.444e-02, eta: 3 days, 7:21:43, time: 1.414, data_time: 0.002, memory: 16628, top1_acc: 0.4768, top5_acc: 0.7237, loss_cls: 2.2559, loss: 2.2559, grad_norm: 2.8504 2021-01-26 09:36:36,974 - mmaction - INFO - Epoch [177][580/2147] lr: 4.444e-02, eta: 3 days, 7:21:09, time: 1.534, data_time: 0.004, memory: 16628, top1_acc: 0.4509, top5_acc: 0.6942, loss_cls: 2.4416, loss: 2.4416, grad_norm: 2.8982 2021-01-26 09:37:08,780 - mmaction - INFO - Epoch [177][600/2147] lr: 4.444e-02, eta: 3 days, 7:20:34, time: 1.589, data_time: 0.003, memory: 16628, top1_acc: 0.4688, top5_acc: 0.6973, loss_cls: 2.4261, loss: 2.4261, grad_norm: 2.8892 2021-01-26 09:37:38,678 - mmaction - INFO - Epoch [177][620/2147] lr: 4.444e-02, eta: 3 days, 7:19:59, time: 1.497, data_time: 0.003, memory: 16628, top1_acc: 0.4674, top5_acc: 0.7156, loss_cls: 2.3184, loss: 2.3184, grad_norm: 2.8203 2021-01-26 09:38:12,765 - mmaction - INFO - Epoch [177][640/2147] lr: 4.444e-02, eta: 3 days, 7:19:26, time: 1.704, data_time: 0.001, memory: 16628, top1_acc: 0.4661, top5_acc: 0.7040, loss_cls: 2.3395, loss: 2.3395, grad_norm: 2.8828 2021-01-26 09:38:42,533 - mmaction - INFO - Epoch [177][660/2147] lr: 4.444e-02, eta: 3 days, 7:18:51, time: 1.488, data_time: 0.005, memory: 16628, top1_acc: 0.4625, top5_acc: 0.7116, loss_cls: 2.3610, loss: 2.3610, grad_norm: 2.8972 2021-01-26 09:39:10,689 - mmaction - INFO - Epoch [177][680/2147] lr: 4.444e-02, eta: 3 days, 7:18:16, time: 1.406, data_time: 0.005, memory: 16628, top1_acc: 0.4746, top5_acc: 0.7147, loss_cls: 2.3459, loss: 2.3459, grad_norm: 2.9068 2021-01-26 09:39:38,829 - mmaction - INFO - Epoch [177][700/2147] lr: 4.444e-02, eta: 3 days, 7:17:40, time: 1.409, data_time: 0.004, memory: 16628, top1_acc: 0.4482, top5_acc: 0.7076, loss_cls: 2.3743, loss: 2.3743, grad_norm: 2.8544 2021-01-26 09:40:07,779 - mmaction - INFO - Epoch [177][720/2147] lr: 4.444e-02, eta: 3 days, 7:17:05, time: 1.447, data_time: 0.003, memory: 16628, top1_acc: 0.4772, top5_acc: 0.7156, loss_cls: 2.3206, loss: 2.3206, grad_norm: 2.8712 2021-01-26 09:40:37,145 - mmaction - INFO - Epoch [177][740/2147] lr: 4.444e-02, eta: 3 days, 7:16:29, time: 1.469, data_time: 0.006, memory: 16628, top1_acc: 0.4670, top5_acc: 0.7134, loss_cls: 2.3231, loss: 2.3231, grad_norm: 2.8247 2021-01-26 09:41:05,376 - mmaction - INFO - Epoch [177][760/2147] lr: 4.444e-02, eta: 3 days, 7:15:54, time: 1.412, data_time: 0.002, memory: 16628, top1_acc: 0.4638, top5_acc: 0.7071, loss_cls: 2.3589, loss: 2.3589, grad_norm: 2.9749 2021-01-26 09:41:33,595 - mmaction - INFO - Epoch [177][780/2147] lr: 4.444e-02, eta: 3 days, 7:15:18, time: 1.410, data_time: 0.001, memory: 16628, top1_acc: 0.4777, top5_acc: 0.7062, loss_cls: 2.3412, loss: 2.3412, grad_norm: 2.8023 2021-01-26 09:42:03,325 - mmaction - INFO - Epoch [177][800/2147] lr: 4.444e-02, eta: 3 days, 7:14:43, time: 1.488, data_time: 0.007, memory: 16628, top1_acc: 0.4594, top5_acc: 0.7018, loss_cls: 2.3748, loss: 2.3748, grad_norm: 2.8373 2021-01-26 09:42:32,051 - mmaction - INFO - Epoch [177][820/2147] lr: 4.444e-02, eta: 3 days, 7:14:07, time: 1.436, data_time: 0.006, memory: 16628, top1_acc: 0.4616, top5_acc: 0.7036, loss_cls: 2.3871, loss: 2.3871, grad_norm: 2.9234 2021-01-26 09:43:03,437 - mmaction - INFO - Epoch [177][840/2147] lr: 4.444e-02, eta: 3 days, 7:13:33, time: 1.569, data_time: 0.004, memory: 16628, top1_acc: 0.4603, top5_acc: 0.7112, loss_cls: 2.3509, loss: 2.3509, grad_norm: 2.8641 2021-01-26 09:43:35,136 - mmaction - INFO - Epoch [177][860/2147] lr: 4.444e-02, eta: 3 days, 7:12:59, time: 1.586, data_time: 0.005, memory: 16628, top1_acc: 0.4643, top5_acc: 0.7027, loss_cls: 2.3863, loss: 2.3863, grad_norm: 2.8214 2021-01-26 09:44:03,282 - mmaction - INFO - Epoch [177][880/2147] lr: 4.444e-02, eta: 3 days, 7:12:23, time: 1.407, data_time: 0.000, memory: 16628, top1_acc: 0.4571, top5_acc: 0.6991, loss_cls: 2.3989, loss: 2.3989, grad_norm: 2.8983 2021-01-26 09:44:34,756 - mmaction - INFO - Epoch [177][900/2147] lr: 4.444e-02, eta: 3 days, 7:11:49, time: 1.572, data_time: 0.008, memory: 16628, top1_acc: 0.4750, top5_acc: 0.7183, loss_cls: 2.3038, loss: 2.3038, grad_norm: 2.8712 2021-01-26 09:45:04,884 - mmaction - INFO - Epoch [177][920/2147] lr: 4.444e-02, eta: 3 days, 7:11:14, time: 1.508, data_time: 0.003, memory: 16628, top1_acc: 0.4879, top5_acc: 0.7281, loss_cls: 2.2591, loss: 2.2591, grad_norm: 2.8133 2021-01-26 09:45:34,370 - mmaction - INFO - Epoch [177][940/2147] lr: 4.444e-02, eta: 3 days, 7:10:39, time: 1.473, data_time: 0.001, memory: 16628, top1_acc: 0.4545, top5_acc: 0.7018, loss_cls: 2.3743, loss: 2.3743, grad_norm: 2.8642 2021-01-26 09:46:03,122 - mmaction - INFO - Epoch [177][960/2147] lr: 4.444e-02, eta: 3 days, 7:10:04, time: 1.440, data_time: 0.004, memory: 16628, top1_acc: 0.4558, top5_acc: 0.7192, loss_cls: 2.3555, loss: 2.3555, grad_norm: 2.8316 2021-01-26 09:46:34,484 - mmaction - INFO - Epoch [177][980/2147] lr: 4.444e-02, eta: 3 days, 7:09:29, time: 1.566, data_time: 0.001, memory: 16628, top1_acc: 0.4728, top5_acc: 0.7080, loss_cls: 2.3116, loss: 2.3116, grad_norm: 2.8716 2021-01-26 09:47:04,801 - mmaction - INFO - Epoch [177][1000/2147] lr: 4.444e-02, eta: 3 days, 7:08:55, time: 1.517, data_time: 0.007, memory: 16628, top1_acc: 0.4683, top5_acc: 0.7174, loss_cls: 2.3178, loss: 2.3178, grad_norm: 2.8866 2021-01-26 09:47:32,901 - mmaction - INFO - Epoch [177][1020/2147] lr: 4.444e-02, eta: 3 days, 7:08:19, time: 1.406, data_time: 0.003, memory: 16628, top1_acc: 0.4701, top5_acc: 0.7187, loss_cls: 2.3000, loss: 2.3000, grad_norm: 2.8793 2021-01-26 09:48:05,886 - mmaction - INFO - Epoch [177][1040/2147] lr: 4.444e-02, eta: 3 days, 7:07:45, time: 1.649, data_time: 0.001, memory: 16628, top1_acc: 0.4513, top5_acc: 0.6937, loss_cls: 2.4109, loss: 2.4109, grad_norm: 2.8955 2021-01-26 09:48:35,617 - mmaction - INFO - Epoch [177][1060/2147] lr: 4.444e-02, eta: 3 days, 7:07:10, time: 1.486, data_time: 0.008, memory: 16628, top1_acc: 0.4638, top5_acc: 0.6955, loss_cls: 2.3810, loss: 2.3810, grad_norm: 2.9045 2021-01-26 09:49:06,139 - mmaction - INFO - Epoch [177][1080/2147] lr: 4.444e-02, eta: 3 days, 7:06:36, time: 1.527, data_time: 0.005, memory: 16628, top1_acc: 0.4598, top5_acc: 0.7045, loss_cls: 2.3833, loss: 2.3833, grad_norm: 2.8430 2021-01-26 09:49:38,130 - mmaction - INFO - Epoch [177][1100/2147] lr: 4.444e-02, eta: 3 days, 7:06:02, time: 1.596, data_time: 0.005, memory: 16628, top1_acc: 0.4804, top5_acc: 0.7138, loss_cls: 2.2983, loss: 2.2983, grad_norm: 2.7842 2021-01-26 09:50:08,143 - mmaction - INFO - Epoch [177][1120/2147] lr: 4.444e-02, eta: 3 days, 7:05:27, time: 1.497, data_time: 0.006, memory: 16628, top1_acc: 0.4911, top5_acc: 0.7286, loss_cls: 2.2706, loss: 2.2706, grad_norm: 2.7663 2021-01-26 09:50:36,773 - mmaction - INFO - Epoch [177][1140/2147] lr: 4.444e-02, eta: 3 days, 7:04:51, time: 1.438, data_time: 0.007, memory: 16628, top1_acc: 0.4603, top5_acc: 0.7129, loss_cls: 2.3214, loss: 2.3214, grad_norm: 2.8574 2021-01-26 09:51:05,228 - mmaction - INFO - Epoch [177][1160/2147] lr: 4.444e-02, eta: 3 days, 7:04:16, time: 1.423, data_time: 0.002, memory: 16628, top1_acc: 0.4719, top5_acc: 0.7196, loss_cls: 2.2937, loss: 2.2937, grad_norm: 2.8266 2021-01-26 09:51:36,514 - mmaction - INFO - Epoch [177][1180/2147] lr: 4.444e-02, eta: 3 days, 7:03:41, time: 1.564, data_time: 0.007, memory: 16628, top1_acc: 0.4835, top5_acc: 0.7170, loss_cls: 2.2786, loss: 2.2786, grad_norm: 2.8206 2021-01-26 09:52:08,424 - mmaction - INFO - Epoch [177][1200/2147] lr: 4.444e-02, eta: 3 days, 7:03:07, time: 1.592, data_time: 0.003, memory: 16628, top1_acc: 0.4763, top5_acc: 0.7179, loss_cls: 2.3288, loss: 2.3288, grad_norm: 2.7691 2021-01-26 09:52:38,061 - mmaction - INFO - Epoch [177][1220/2147] lr: 4.444e-02, eta: 3 days, 7:02:32, time: 1.486, data_time: 0.007, memory: 16628, top1_acc: 0.4594, top5_acc: 0.7071, loss_cls: 2.3521, loss: 2.3521, grad_norm: 2.8285 2021-01-26 09:53:07,735 - mmaction - INFO - Epoch [177][1240/2147] lr: 4.444e-02, eta: 3 days, 7:01:57, time: 1.484, data_time: 0.003, memory: 16628, top1_acc: 0.4714, top5_acc: 0.7045, loss_cls: 2.3476, loss: 2.3476, grad_norm: 2.8209 2021-01-26 09:53:37,126 - mmaction - INFO - Epoch [177][1260/2147] lr: 4.444e-02, eta: 3 days, 7:01:22, time: 1.469, data_time: 0.002, memory: 16628, top1_acc: 0.4629, top5_acc: 0.7031, loss_cls: 2.3440, loss: 2.3440, grad_norm: 2.8567 2021-01-26 09:54:05,380 - mmaction - INFO - Epoch [177][1280/2147] lr: 4.444e-02, eta: 3 days, 7:00:46, time: 1.412, data_time: 0.005, memory: 16628, top1_acc: 0.4781, top5_acc: 0.7232, loss_cls: 2.2673, loss: 2.2673, grad_norm: 2.8732 2021-01-26 09:54:33,665 - mmaction - INFO - Epoch [177][1300/2147] lr: 4.444e-02, eta: 3 days, 7:00:11, time: 1.415, data_time: 0.003, memory: 16628, top1_acc: 0.4487, top5_acc: 0.6978, loss_cls: 2.4058, loss: 2.4058, grad_norm: 2.9500 2021-01-26 09:55:01,934 - mmaction - INFO - Epoch [177][1320/2147] lr: 4.444e-02, eta: 3 days, 6:59:35, time: 1.413, data_time: 0.005, memory: 16628, top1_acc: 0.4612, top5_acc: 0.7031, loss_cls: 2.3500, loss: 2.3500, grad_norm: 2.8594 2021-01-26 09:55:32,096 - mmaction - INFO - Epoch [177][1340/2147] lr: 4.444e-02, eta: 3 days, 6:59:00, time: 1.508, data_time: 0.007, memory: 16628, top1_acc: 0.4580, top5_acc: 0.7071, loss_cls: 2.3964, loss: 2.3964, grad_norm: 2.8215 2021-01-26 09:56:00,994 - mmaction - INFO - Epoch [177][1360/2147] lr: 4.444e-02, eta: 3 days, 6:58:25, time: 1.440, data_time: 0.002, memory: 16628, top1_acc: 0.4732, top5_acc: 0.7187, loss_cls: 2.3046, loss: 2.3046, grad_norm: 2.7950 2021-01-26 09:56:29,078 - mmaction - INFO - Epoch [177][1380/2147] lr: 4.444e-02, eta: 3 days, 6:57:49, time: 1.409, data_time: 0.006, memory: 16628, top1_acc: 0.4817, top5_acc: 0.7161, loss_cls: 2.3055, loss: 2.3055, grad_norm: 2.8845 2021-01-26 09:57:00,585 - mmaction - INFO - Epoch [177][1400/2147] lr: 4.444e-02, eta: 3 days, 6:57:15, time: 1.566, data_time: 0.007, memory: 16628, top1_acc: 0.4692, top5_acc: 0.7036, loss_cls: 2.3398, loss: 2.3398, grad_norm: 2.8906 2021-01-26 09:57:29,872 - mmaction - INFO - Epoch [177][1420/2147] lr: 4.444e-02, eta: 3 days, 6:56:40, time: 1.474, data_time: 0.013, memory: 16628, top1_acc: 0.4647, top5_acc: 0.7045, loss_cls: 2.3433, loss: 2.3433, grad_norm: 2.8864 2021-01-26 09:57:59,324 - mmaction - INFO - Epoch [177][1440/2147] lr: 4.444e-02, eta: 3 days, 6:56:05, time: 1.471, data_time: 0.002, memory: 16628, top1_acc: 0.4661, top5_acc: 0.7272, loss_cls: 2.2794, loss: 2.2794, grad_norm: 2.8423 2021-01-26 09:58:27,881 - mmaction - INFO - Epoch [177][1460/2147] lr: 4.444e-02, eta: 3 days, 6:55:29, time: 1.429, data_time: 0.003, memory: 16628, top1_acc: 0.4661, top5_acc: 0.7089, loss_cls: 2.3318, loss: 2.3318, grad_norm: 2.9435 2021-01-26 09:58:56,336 - mmaction - INFO - Epoch [177][1480/2147] lr: 4.444e-02, eta: 3 days, 6:54:54, time: 1.422, data_time: 0.004, memory: 16628, top1_acc: 0.4665, top5_acc: 0.7058, loss_cls: 2.3644, loss: 2.3644, grad_norm: 2.9185 2021-01-26 09:59:24,567 - mmaction - INFO - Epoch [177][1500/2147] lr: 4.444e-02, eta: 3 days, 6:54:18, time: 1.412, data_time: 0.005, memory: 16628, top1_acc: 0.4719, top5_acc: 0.7125, loss_cls: 2.2969, loss: 2.2969, grad_norm: 2.8547 2021-01-26 09:59:54,214 - mmaction - INFO - Epoch [177][1520/2147] lr: 4.444e-02, eta: 3 days, 6:53:43, time: 1.482, data_time: 0.006, memory: 16628, top1_acc: 0.4576, top5_acc: 0.7129, loss_cls: 2.3209, loss: 2.3209, grad_norm: 2.9170 2021-01-26 10:00:28,132 - mmaction - INFO - Epoch [177][1540/2147] lr: 4.444e-02, eta: 3 days, 6:53:10, time: 1.691, data_time: 0.002, memory: 16628, top1_acc: 0.4781, top5_acc: 0.7237, loss_cls: 2.3111, loss: 2.3111, grad_norm: 2.9865 2021-01-26 10:00:57,324 - mmaction - INFO - Epoch [177][1560/2147] lr: 4.444e-02, eta: 3 days, 6:52:35, time: 1.465, data_time: 0.009, memory: 16628, top1_acc: 0.4790, top5_acc: 0.7143, loss_cls: 2.3142, loss: 2.3142, grad_norm: 2.9137 2021-01-26 10:01:27,136 - mmaction - INFO - Epoch [177][1580/2147] lr: 4.444e-02, eta: 3 days, 6:52:00, time: 1.489, data_time: 0.004, memory: 16628, top1_acc: 0.4629, top5_acc: 0.6960, loss_cls: 2.3781, loss: 2.3781, grad_norm: 2.9268 2021-01-26 10:02:03,812 - mmaction - INFO - Epoch [177][1600/2147] lr: 4.444e-02, eta: 3 days, 6:51:28, time: 1.826, data_time: 0.030, memory: 16628, top1_acc: 0.4567, top5_acc: 0.7013, loss_cls: 2.3722, loss: 2.3722, grad_norm: 2.8994 2021-01-26 10:02:34,053 - mmaction - INFO - Epoch [177][1620/2147] lr: 4.444e-02, eta: 3 days, 6:50:53, time: 1.518, data_time: 0.011, memory: 16628, top1_acc: 0.4473, top5_acc: 0.6991, loss_cls: 2.3883, loss: 2.3883, grad_norm: 2.9196 2021-01-26 10:03:02,284 - mmaction - INFO - Epoch [177][1640/2147] lr: 4.444e-02, eta: 3 days, 6:50:17, time: 1.415, data_time: 0.010, memory: 16628, top1_acc: 0.4692, top5_acc: 0.7058, loss_cls: 2.3291, loss: 2.3291, grad_norm: 2.8018 2021-01-26 10:03:30,493 - mmaction - INFO - Epoch [177][1660/2147] lr: 4.444e-02, eta: 3 days, 6:49:42, time: 1.409, data_time: 0.003, memory: 16628, top1_acc: 0.4518, top5_acc: 0.7098, loss_cls: 2.3243, loss: 2.3243, grad_norm: 2.8693 2021-01-26 10:03:59,157 - mmaction - INFO - Epoch [177][1680/2147] lr: 4.444e-02, eta: 3 days, 6:49:06, time: 1.432, data_time: 0.010, memory: 16628, top1_acc: 0.4813, top5_acc: 0.7179, loss_cls: 2.2733, loss: 2.2733, grad_norm: 2.8268 2021-01-26 10:04:27,413 - mmaction - INFO - Epoch [177][1700/2147] lr: 4.444e-02, eta: 3 days, 6:48:30, time: 1.413, data_time: 0.003, memory: 16628, top1_acc: 0.4656, top5_acc: 0.7161, loss_cls: 2.3199, loss: 2.3199, grad_norm: 2.9088 2021-01-26 10:04:58,664 - mmaction - INFO - Epoch [177][1720/2147] lr: 4.444e-02, eta: 3 days, 6:47:56, time: 1.561, data_time: 0.003, memory: 16628, top1_acc: 0.4643, top5_acc: 0.7116, loss_cls: 2.3797, loss: 2.3797, grad_norm: 2.8777 2021-01-26 10:05:27,065 - mmaction - INFO - Epoch [177][1740/2147] lr: 4.444e-02, eta: 3 days, 6:47:21, time: 1.424, data_time: 0.004, memory: 16628, top1_acc: 0.4625, top5_acc: 0.7045, loss_cls: 2.4030, loss: 2.4030, grad_norm: 2.8216 2021-01-26 10:05:57,738 - mmaction - INFO - Epoch [177][1760/2147] lr: 4.444e-02, eta: 3 days, 6:46:46, time: 1.529, data_time: 0.004, memory: 16628, top1_acc: 0.4670, top5_acc: 0.7045, loss_cls: 2.3427, loss: 2.3427, grad_norm: 2.8528 2021-01-26 10:06:27,890 - mmaction - INFO - Epoch [177][1780/2147] lr: 4.444e-02, eta: 3 days, 6:46:11, time: 1.510, data_time: 0.011, memory: 16628, top1_acc: 0.4652, top5_acc: 0.7018, loss_cls: 2.3777, loss: 2.3777, grad_norm: 2.9176 2021-01-26 10:06:57,643 - mmaction - INFO - Epoch [177][1800/2147] lr: 4.444e-02, eta: 3 days, 6:45:36, time: 1.490, data_time: 0.010, memory: 16628, top1_acc: 0.4737, top5_acc: 0.7049, loss_cls: 2.3448, loss: 2.3448, grad_norm: 2.8182 2021-01-26 10:07:26,484 - mmaction - INFO - Epoch [177][1820/2147] lr: 4.444e-02, eta: 3 days, 6:45:01, time: 1.442, data_time: 0.001, memory: 16628, top1_acc: 0.4442, top5_acc: 0.7067, loss_cls: 2.4098, loss: 2.4098, grad_norm: 2.9271 2021-01-26 10:07:56,469 - mmaction - INFO - Epoch [177][1840/2147] lr: 4.444e-02, eta: 3 days, 6:44:26, time: 1.497, data_time: 0.002, memory: 16628, top1_acc: 0.4647, top5_acc: 0.7054, loss_cls: 2.3309, loss: 2.3309, grad_norm: 2.9489 2021-01-26 10:08:26,867 - mmaction - INFO - Epoch [177][1860/2147] lr: 4.444e-02, eta: 3 days, 6:43:51, time: 1.515, data_time: 0.011, memory: 16628, top1_acc: 0.4643, top5_acc: 0.7121, loss_cls: 2.3530, loss: 2.3530, grad_norm: 2.9281 2021-01-26 10:08:55,181 - mmaction - INFO - Epoch [177][1880/2147] lr: 4.444e-02, eta: 3 days, 6:43:16, time: 1.420, data_time: 0.010, memory: 16628, top1_acc: 0.4857, top5_acc: 0.7304, loss_cls: 2.2465, loss: 2.2465, grad_norm: 2.8544 2021-01-26 10:09:23,608 - mmaction - INFO - Epoch [177][1900/2147] lr: 4.444e-02, eta: 3 days, 6:42:40, time: 1.424, data_time: 0.004, memory: 16628, top1_acc: 0.4478, top5_acc: 0.7080, loss_cls: 2.3564, loss: 2.3564, grad_norm: 2.8894 2021-01-26 10:09:53,895 - mmaction - INFO - Epoch [177][1920/2147] lr: 4.444e-02, eta: 3 days, 6:42:05, time: 1.510, data_time: 0.000, memory: 16628, top1_acc: 0.4723, top5_acc: 0.7022, loss_cls: 2.3584, loss: 2.3584, grad_norm: 2.8626 2021-01-26 10:10:26,935 - mmaction - INFO - Epoch [177][1940/2147] lr: 4.444e-02, eta: 3 days, 6:41:32, time: 1.654, data_time: 0.006, memory: 16628, top1_acc: 0.4545, top5_acc: 0.6982, loss_cls: 2.4030, loss: 2.4030, grad_norm: 2.9567 2021-01-26 10:10:57,026 - mmaction - INFO - Epoch [177][1960/2147] lr: 4.444e-02, eta: 3 days, 6:40:57, time: 1.505, data_time: 0.006, memory: 16628, top1_acc: 0.4558, top5_acc: 0.7143, loss_cls: 2.3328, loss: 2.3328, grad_norm: 2.8744 2021-01-26 10:11:25,380 - mmaction - INFO - Epoch [177][1980/2147] lr: 4.444e-02, eta: 3 days, 6:40:21, time: 1.419, data_time: 0.003, memory: 16628, top1_acc: 0.4406, top5_acc: 0.6951, loss_cls: 2.4028, loss: 2.4028, grad_norm: 2.8643 2021-01-26 10:11:55,666 - mmaction - INFO - Epoch [177][2000/2147] lr: 4.444e-02, eta: 3 days, 6:39:47, time: 1.511, data_time: 0.002, memory: 16628, top1_acc: 0.4513, top5_acc: 0.7076, loss_cls: 2.3626, loss: 2.3626, grad_norm: 2.8798 2021-01-26 10:12:26,578 - mmaction - INFO - Epoch [177][2020/2147] lr: 4.444e-02, eta: 3 days, 6:39:12, time: 1.547, data_time: 0.005, memory: 16628, top1_acc: 0.4598, top5_acc: 0.7004, loss_cls: 2.3987, loss: 2.3987, grad_norm: 2.9457 2021-01-26 10:12:54,862 - mmaction - INFO - Epoch [177][2040/2147] lr: 4.444e-02, eta: 3 days, 6:38:37, time: 1.415, data_time: 0.008, memory: 16628, top1_acc: 0.4567, top5_acc: 0.6924, loss_cls: 2.3911, loss: 2.3911, grad_norm: 2.8629 2021-01-26 10:13:25,044 - mmaction - INFO - Epoch [177][2060/2147] lr: 4.444e-02, eta: 3 days, 6:38:02, time: 1.506, data_time: 0.002, memory: 16628, top1_acc: 0.4536, top5_acc: 0.7018, loss_cls: 2.4066, loss: 2.4066, grad_norm: 2.8682 2021-01-26 10:13:53,900 - mmaction - INFO - Epoch [177][2080/2147] lr: 4.444e-02, eta: 3 days, 6:37:26, time: 1.447, data_time: 0.007, memory: 16628, top1_acc: 0.4549, top5_acc: 0.7049, loss_cls: 2.3662, loss: 2.3662, grad_norm: 2.8810 2021-01-26 10:14:24,132 - mmaction - INFO - Epoch [177][2100/2147] lr: 4.444e-02, eta: 3 days, 6:36:52, time: 1.509, data_time: 0.002, memory: 16628, top1_acc: 0.4536, top5_acc: 0.6964, loss_cls: 2.3879, loss: 2.3879, grad_norm: 2.9431 2021-01-26 10:14:55,371 - mmaction - INFO - Epoch [177][2120/2147] lr: 4.444e-02, eta: 3 days, 6:36:17, time: 1.564, data_time: 0.007, memory: 16628, top1_acc: 0.4580, top5_acc: 0.6991, loss_cls: 2.3700, loss: 2.3700, grad_norm: 2.8946 2021-01-26 10:15:23,540 - mmaction - INFO - Epoch [177][2140/2147] lr: 4.444e-02, eta: 3 days, 6:35:42, time: 1.409, data_time: 0.003, memory: 16628, top1_acc: 0.4585, top5_acc: 0.7004, loss_cls: 2.3649, loss: 2.3649, grad_norm: 2.8986 2021-01-26 10:20:45,801 - mmaction - INFO - Epoch [178][20/2147] lr: 4.343e-02, eta: 3 days, 6:36:47, time: 14.660, data_time: 13.121, memory: 16628, top1_acc: 0.4665, top5_acc: 0.7121, loss_cls: 2.3085, loss: 2.3085, grad_norm: 2.8060 2021-01-26 10:21:14,236 - mmaction - INFO - Epoch [178][40/2147] lr: 4.343e-02, eta: 3 days, 6:36:12, time: 1.425, data_time: 0.005, memory: 16628, top1_acc: 0.4661, top5_acc: 0.7089, loss_cls: 2.3427, loss: 2.3427, grad_norm: 2.8288 2021-01-26 10:21:45,694 - mmaction - INFO - Epoch [178][60/2147] lr: 4.343e-02, eta: 3 days, 6:35:38, time: 1.572, data_time: 0.001, memory: 16628, top1_acc: 0.4656, top5_acc: 0.7165, loss_cls: 2.3293, loss: 2.3293, grad_norm: 2.9076 2021-01-26 10:22:14,087 - mmaction - INFO - Epoch [178][80/2147] lr: 4.343e-02, eta: 3 days, 6:35:02, time: 1.420, data_time: 0.004, memory: 16628, top1_acc: 0.4540, top5_acc: 0.7036, loss_cls: 2.3892, loss: 2.3892, grad_norm: 2.8963 2021-01-26 10:22:45,862 - mmaction - INFO - Epoch [178][100/2147] lr: 4.343e-02, eta: 3 days, 6:34:28, time: 1.575, data_time: 0.004, memory: 16628, top1_acc: 0.4518, top5_acc: 0.7058, loss_cls: 2.3465, loss: 2.3465, grad_norm: 2.8843 2021-01-26 10:23:16,948 - mmaction - INFO - Epoch [178][120/2147] lr: 4.343e-02, eta: 3 days, 6:33:53, time: 1.567, data_time: 0.023, memory: 16628, top1_acc: 0.4679, top5_acc: 0.6996, loss_cls: 2.3708, loss: 2.3708, grad_norm: 2.8910 2021-01-26 10:23:45,328 - mmaction - INFO - Epoch [178][140/2147] lr: 4.343e-02, eta: 3 days, 6:33:18, time: 1.419, data_time: 0.002, memory: 16628, top1_acc: 0.4884, top5_acc: 0.7147, loss_cls: 2.2693, loss: 2.2693, grad_norm: 2.7629 2021-01-26 10:24:13,816 - mmaction - INFO - Epoch [178][160/2147] lr: 4.343e-02, eta: 3 days, 6:32:42, time: 1.424, data_time: 0.011, memory: 16628, top1_acc: 0.4830, top5_acc: 0.7196, loss_cls: 2.2632, loss: 2.2632, grad_norm: 2.8130 2021-01-26 10:24:42,221 - mmaction - INFO - Epoch [178][180/2147] lr: 4.343e-02, eta: 3 days, 6:32:07, time: 1.421, data_time: 0.002, memory: 16628, top1_acc: 0.4737, top5_acc: 0.7308, loss_cls: 2.2711, loss: 2.2711, grad_norm: 2.8180 2021-01-26 10:25:13,977 - mmaction - INFO - Epoch [178][200/2147] lr: 4.343e-02, eta: 3 days, 6:31:33, time: 1.586, data_time: 0.005, memory: 16628, top1_acc: 0.4647, top5_acc: 0.7129, loss_cls: 2.3363, loss: 2.3363, grad_norm: 2.8934 2021-01-26 10:25:44,597 - mmaction - INFO - Epoch [178][220/2147] lr: 4.343e-02, eta: 3 days, 6:30:58, time: 1.533, data_time: 0.009, memory: 16628, top1_acc: 0.4621, top5_acc: 0.6964, loss_cls: 2.3697, loss: 2.3697, grad_norm: 2.8526 2021-01-26 10:26:15,089 - mmaction - INFO - Epoch [178][240/2147] lr: 4.343e-02, eta: 3 days, 6:30:23, time: 1.489, data_time: 0.002, memory: 16628, top1_acc: 0.4830, top5_acc: 0.7219, loss_cls: 2.2589, loss: 2.2589, grad_norm: 2.7635 2021-01-26 10:26:44,714 - mmaction - INFO - Epoch [178][260/2147] lr: 4.343e-02, eta: 3 days, 6:29:48, time: 1.458, data_time: 0.037, memory: 16628, top1_acc: 0.4857, top5_acc: 0.7263, loss_cls: 2.2487, loss: 2.2487, grad_norm: 2.8348 2021-01-26 10:27:13,280 - mmaction - INFO - Epoch [178][280/2147] lr: 4.343e-02, eta: 3 days, 6:29:13, time: 1.488, data_time: 0.063, memory: 16628, top1_acc: 0.4621, top5_acc: 0.7165, loss_cls: 2.3294, loss: 2.3294, grad_norm: 2.9021 2021-01-26 10:27:41,840 - mmaction - INFO - Epoch [178][300/2147] lr: 4.343e-02, eta: 3 days, 6:28:37, time: 1.427, data_time: 0.003, memory: 16628, top1_acc: 0.4643, top5_acc: 0.7304, loss_cls: 2.2667, loss: 2.2667, grad_norm: 2.8596 2021-01-26 10:28:10,739 - mmaction - INFO - Epoch [178][320/2147] lr: 4.343e-02, eta: 3 days, 6:28:02, time: 1.445, data_time: 0.002, memory: 16628, top1_acc: 0.4621, top5_acc: 0.7098, loss_cls: 2.3321, loss: 2.3321, grad_norm: 2.8447 2021-01-26 10:28:40,838 - mmaction - INFO - Epoch [178][340/2147] lr: 4.343e-02, eta: 3 days, 6:27:27, time: 1.493, data_time: 0.005, memory: 16628, top1_acc: 0.4670, top5_acc: 0.7281, loss_cls: 2.2892, loss: 2.2892, grad_norm: 2.9097 2021-01-26 10:29:10,213 - mmaction - INFO - Epoch [178][360/2147] lr: 4.343e-02, eta: 3 days, 6:26:52, time: 1.477, data_time: 0.019, memory: 16628, top1_acc: 0.4598, top5_acc: 0.7138, loss_cls: 2.3263, loss: 2.3263, grad_norm: 2.8797 2021-01-26 10:29:39,022 - mmaction - INFO - Epoch [178][380/2147] lr: 4.343e-02, eta: 3 days, 6:26:17, time: 1.446, data_time: 0.010, memory: 16628, top1_acc: 0.4656, top5_acc: 0.6991, loss_cls: 2.3789, loss: 2.3789, grad_norm: 2.9076 2021-01-26 10:30:07,996 - mmaction - INFO - Epoch [178][400/2147] lr: 4.343e-02, eta: 3 days, 6:25:41, time: 1.444, data_time: 0.001, memory: 16628, top1_acc: 0.4746, top5_acc: 0.7036, loss_cls: 2.3244, loss: 2.3244, grad_norm: 2.8949 2021-01-26 10:30:36,262 - mmaction - INFO - Epoch [178][420/2147] lr: 4.343e-02, eta: 3 days, 6:25:06, time: 1.416, data_time: 0.007, memory: 16628, top1_acc: 0.4830, top5_acc: 0.7187, loss_cls: 2.2992, loss: 2.2992, grad_norm: 2.8442 2021-01-26 10:31:04,892 - mmaction - INFO - Epoch [178][440/2147] lr: 4.343e-02, eta: 3 days, 6:24:30, time: 1.431, data_time: 0.003, memory: 16628, top1_acc: 0.4857, top5_acc: 0.7179, loss_cls: 2.2661, loss: 2.2661, grad_norm: 2.9102 2021-01-26 10:31:40,858 - mmaction - INFO - Epoch [178][460/2147] lr: 4.343e-02, eta: 3 days, 6:23:57, time: 1.714, data_time: 0.008, memory: 16628, top1_acc: 0.4661, top5_acc: 0.7183, loss_cls: 2.3148, loss: 2.3148, grad_norm: 2.9349 2021-01-26 10:32:11,759 - mmaction - INFO - Epoch [178][480/2147] lr: 4.343e-02, eta: 3 days, 6:23:23, time: 1.630, data_time: 0.093, memory: 16628, top1_acc: 0.4643, top5_acc: 0.7013, loss_cls: 2.3489, loss: 2.3489, grad_norm: 2.8141 2021-01-26 10:32:39,955 - mmaction - INFO - Epoch [178][500/2147] lr: 4.343e-02, eta: 3 days, 6:22:48, time: 1.411, data_time: 0.004, memory: 16628, top1_acc: 0.4594, top5_acc: 0.7013, loss_cls: 2.3380, loss: 2.3380, grad_norm: 2.8642 2021-01-26 10:33:10,387 - mmaction - INFO - Epoch [178][520/2147] lr: 4.343e-02, eta: 3 days, 6:22:13, time: 1.517, data_time: 0.003, memory: 16628, top1_acc: 0.4714, top5_acc: 0.6991, loss_cls: 2.3831, loss: 2.3831, grad_norm: 2.8850 2021-01-26 10:33:38,853 - mmaction - INFO - Epoch [178][540/2147] lr: 4.343e-02, eta: 3 days, 6:21:38, time: 1.427, data_time: 0.007, memory: 16628, top1_acc: 0.4482, top5_acc: 0.6951, loss_cls: 2.4121, loss: 2.4121, grad_norm: 2.8278 2021-01-26 10:34:07,160 - mmaction - INFO - Epoch [178][560/2147] lr: 4.343e-02, eta: 3 days, 6:21:02, time: 1.416, data_time: 0.003, memory: 16628, top1_acc: 0.4701, top5_acc: 0.7196, loss_cls: 2.3120, loss: 2.3120, grad_norm: 2.8455 2021-01-26 10:34:37,056 - mmaction - INFO - Epoch [178][580/2147] lr: 4.343e-02, eta: 3 days, 6:20:27, time: 1.487, data_time: 0.003, memory: 16628, top1_acc: 0.4804, top5_acc: 0.7179, loss_cls: 2.2667, loss: 2.2667, grad_norm: 2.9506 2021-01-26 10:35:06,307 - mmaction - INFO - Epoch [178][600/2147] lr: 4.343e-02, eta: 3 days, 6:19:52, time: 1.468, data_time: 0.013, memory: 16628, top1_acc: 0.4754, top5_acc: 0.7040, loss_cls: 2.3366, loss: 2.3366, grad_norm: 2.8934 2021-01-26 10:35:34,689 - mmaction - INFO - Epoch [178][620/2147] lr: 4.343e-02, eta: 3 days, 6:19:16, time: 1.421, data_time: 0.004, memory: 16628, top1_acc: 0.4638, top5_acc: 0.7129, loss_cls: 2.2998, loss: 2.2998, grad_norm: 2.8860 2021-01-26 10:36:03,276 - mmaction - INFO - Epoch [178][640/2147] lr: 4.343e-02, eta: 3 days, 6:18:41, time: 1.426, data_time: 0.002, memory: 16628, top1_acc: 0.4813, top5_acc: 0.7246, loss_cls: 2.2444, loss: 2.2444, grad_norm: 2.9302 2021-01-26 10:36:37,730 - mmaction - INFO - Epoch [178][660/2147] lr: 4.343e-02, eta: 3 days, 6:18:08, time: 1.724, data_time: 0.012, memory: 16628, top1_acc: 0.4527, top5_acc: 0.7000, loss_cls: 2.3759, loss: 2.3759, grad_norm: 2.8588 2021-01-26 10:37:05,965 - mmaction - INFO - Epoch [178][680/2147] lr: 4.343e-02, eta: 3 days, 6:17:32, time: 1.413, data_time: 0.004, memory: 16628, top1_acc: 0.4643, top5_acc: 0.6937, loss_cls: 2.3666, loss: 2.3666, grad_norm: 2.8903 2021-01-26 10:37:36,542 - mmaction - INFO - Epoch [178][700/2147] lr: 4.343e-02, eta: 3 days, 6:16:58, time: 1.524, data_time: 0.003, memory: 16628, top1_acc: 0.4692, top5_acc: 0.7129, loss_cls: 2.2859, loss: 2.2859, grad_norm: 2.8859 2021-01-26 10:38:09,913 - mmaction - INFO - Epoch [178][720/2147] lr: 4.343e-02, eta: 3 days, 6:16:24, time: 1.673, data_time: 0.006, memory: 16628, top1_acc: 0.4621, top5_acc: 0.7076, loss_cls: 2.3621, loss: 2.3621, grad_norm: 2.9336 2021-01-26 10:38:38,579 - mmaction - INFO - Epoch [178][740/2147] lr: 4.343e-02, eta: 3 days, 6:15:49, time: 1.431, data_time: 0.008, memory: 16628, top1_acc: 0.4719, top5_acc: 0.7121, loss_cls: 2.3445, loss: 2.3445, grad_norm: 2.9132 2021-01-26 10:39:08,938 - mmaction - INFO - Epoch [178][760/2147] lr: 4.343e-02, eta: 3 days, 6:15:14, time: 1.519, data_time: 0.004, memory: 16628, top1_acc: 0.4754, top5_acc: 0.7188, loss_cls: 2.3127, loss: 2.3127, grad_norm: 2.8759 2021-01-26 10:39:37,477 - mmaction - INFO - Epoch [178][780/2147] lr: 4.343e-02, eta: 3 days, 6:14:38, time: 1.424, data_time: 0.006, memory: 16628, top1_acc: 0.4737, top5_acc: 0.7054, loss_cls: 2.3171, loss: 2.3171, grad_norm: 2.9099 2021-01-26 10:40:09,137 - mmaction - INFO - Epoch [178][800/2147] lr: 4.343e-02, eta: 3 days, 6:14:04, time: 1.587, data_time: 0.009, memory: 16628, top1_acc: 0.4540, top5_acc: 0.7022, loss_cls: 2.3579, loss: 2.3579, grad_norm: 2.9679 2021-01-26 10:40:38,274 - mmaction - INFO - Epoch [178][820/2147] lr: 4.343e-02, eta: 3 days, 6:13:29, time: 1.455, data_time: 0.005, memory: 16628, top1_acc: 0.4692, top5_acc: 0.7188, loss_cls: 2.2848, loss: 2.2848, grad_norm: 2.8700 2021-01-26 10:41:09,280 - mmaction - INFO - Epoch [178][840/2147] lr: 4.343e-02, eta: 3 days, 6:12:55, time: 1.552, data_time: 0.004, memory: 16628, top1_acc: 0.4625, top5_acc: 0.7138, loss_cls: 2.3706, loss: 2.3706, grad_norm: 2.9874 2021-01-26 10:41:37,791 - mmaction - INFO - Epoch [178][860/2147] lr: 4.343e-02, eta: 3 days, 6:12:19, time: 1.424, data_time: 0.003, memory: 16628, top1_acc: 0.4723, top5_acc: 0.7147, loss_cls: 2.3096, loss: 2.3096, grad_norm: 2.9256 2021-01-26 10:42:06,027 - mmaction - INFO - Epoch [178][880/2147] lr: 4.343e-02, eta: 3 days, 6:11:44, time: 1.414, data_time: 0.003, memory: 16628, top1_acc: 0.5049, top5_acc: 0.7339, loss_cls: 2.1885, loss: 2.1885, grad_norm: 2.8201 2021-01-26 10:42:36,419 - mmaction - INFO - Epoch [178][900/2147] lr: 4.343e-02, eta: 3 days, 6:11:09, time: 1.519, data_time: 0.003, memory: 16628, top1_acc: 0.4781, top5_acc: 0.7201, loss_cls: 2.2923, loss: 2.2923, grad_norm: 2.9330 2021-01-26 10:43:07,279 - mmaction - INFO - Epoch [178][920/2147] lr: 4.343e-02, eta: 3 days, 6:10:34, time: 1.543, data_time: 0.003, memory: 16628, top1_acc: 0.4598, top5_acc: 0.7000, loss_cls: 2.3737, loss: 2.3737, grad_norm: 2.9375 2021-01-26 10:43:35,641 - mmaction - INFO - Epoch [178][940/2147] lr: 4.343e-02, eta: 3 days, 6:09:59, time: 1.418, data_time: 0.008, memory: 16628, top1_acc: 0.4696, top5_acc: 0.7107, loss_cls: 2.3147, loss: 2.3147, grad_norm: 2.8740 2021-01-26 10:44:04,252 - mmaction - INFO - Epoch [178][960/2147] lr: 4.343e-02, eta: 3 days, 6:09:23, time: 1.428, data_time: 0.004, memory: 16628, top1_acc: 0.4790, top5_acc: 0.7134, loss_cls: 2.2789, loss: 2.2789, grad_norm: 2.8780 2021-01-26 10:44:32,569 - mmaction - INFO - Epoch [178][980/2147] lr: 4.343e-02, eta: 3 days, 6:08:48, time: 1.418, data_time: 0.009, memory: 16628, top1_acc: 0.4839, top5_acc: 0.7076, loss_cls: 2.2738, loss: 2.2738, grad_norm: 2.8884 2021-01-26 10:45:07,348 - mmaction - INFO - Epoch [178][1000/2147] lr: 4.343e-02, eta: 3 days, 6:08:15, time: 1.713, data_time: 0.008, memory: 16628, top1_acc: 0.4862, top5_acc: 0.7183, loss_cls: 2.3012, loss: 2.3012, grad_norm: 2.9232 2021-01-26 10:45:35,658 - mmaction - INFO - Epoch [178][1020/2147] lr: 4.343e-02, eta: 3 days, 6:07:39, time: 1.440, data_time: 0.033, memory: 16628, top1_acc: 0.4821, top5_acc: 0.7312, loss_cls: 2.3031, loss: 2.3031, grad_norm: 2.9634 2021-01-26 10:46:04,671 - mmaction - INFO - Epoch [178][1040/2147] lr: 4.343e-02, eta: 3 days, 6:07:04, time: 1.452, data_time: 0.002, memory: 16628, top1_acc: 0.4728, top5_acc: 0.7071, loss_cls: 2.3654, loss: 2.3654, grad_norm: 2.9346 2021-01-26 10:46:34,335 - mmaction - INFO - Epoch [178][1060/2147] lr: 4.343e-02, eta: 3 days, 6:06:29, time: 1.421, data_time: 0.002, memory: 16628, top1_acc: 0.4768, top5_acc: 0.7179, loss_cls: 2.3188, loss: 2.3188, grad_norm: 2.8985 2021-01-26 10:47:07,218 - mmaction - INFO - Epoch [178][1080/2147] lr: 4.343e-02, eta: 3 days, 6:05:56, time: 1.700, data_time: 0.085, memory: 16628, top1_acc: 0.4674, top5_acc: 0.7201, loss_cls: 2.3025, loss: 2.3025, grad_norm: 2.9066 2021-01-26 10:47:36,866 - mmaction - INFO - Epoch [178][1100/2147] lr: 4.343e-02, eta: 3 days, 6:05:21, time: 1.488, data_time: 0.015, memory: 16628, top1_acc: 0.4790, top5_acc: 0.7246, loss_cls: 2.2430, loss: 2.2430, grad_norm: 2.8708 2021-01-26 10:48:12,116 - mmaction - INFO - Epoch [178][1120/2147] lr: 4.343e-02, eta: 3 days, 6:04:48, time: 1.763, data_time: 0.002, memory: 16628, top1_acc: 0.4567, top5_acc: 0.7116, loss_cls: 2.3574, loss: 2.3574, grad_norm: 2.9703 2021-01-26 10:48:40,931 - mmaction - INFO - Epoch [178][1140/2147] lr: 4.343e-02, eta: 3 days, 6:04:13, time: 1.440, data_time: 0.002, memory: 16628, top1_acc: 0.4576, top5_acc: 0.7071, loss_cls: 2.3806, loss: 2.3806, grad_norm: 2.8399 2021-01-26 10:49:11,185 - mmaction - INFO - Epoch [178][1160/2147] lr: 4.343e-02, eta: 3 days, 6:03:38, time: 1.513, data_time: 0.003, memory: 16628, top1_acc: 0.4638, top5_acc: 0.7210, loss_cls: 2.3189, loss: 2.3189, grad_norm: 2.9169 2021-01-26 10:49:39,486 - mmaction - INFO - Epoch [178][1180/2147] lr: 4.343e-02, eta: 3 days, 6:03:02, time: 1.415, data_time: 0.004, memory: 16628, top1_acc: 0.4692, top5_acc: 0.7058, loss_cls: 2.3379, loss: 2.3379, grad_norm: 2.9411 2021-01-26 10:50:08,002 - mmaction - INFO - Epoch [178][1200/2147] lr: 4.343e-02, eta: 3 days, 6:02:27, time: 1.425, data_time: 0.001, memory: 16628, top1_acc: 0.4687, top5_acc: 0.6991, loss_cls: 2.3713, loss: 2.3713, grad_norm: 2.8639 2021-01-26 10:50:39,146 - mmaction - INFO - Epoch [178][1220/2147] lr: 4.343e-02, eta: 3 days, 6:01:52, time: 1.554, data_time: 0.003, memory: 16628, top1_acc: 0.4603, top5_acc: 0.6964, loss_cls: 2.3824, loss: 2.3824, grad_norm: 2.9034 2021-01-26 10:51:09,252 - mmaction - INFO - Epoch [178][1240/2147] lr: 4.343e-02, eta: 3 days, 6:01:18, time: 1.508, data_time: 0.005, memory: 16628, top1_acc: 0.4772, top5_acc: 0.7219, loss_cls: 2.3223, loss: 2.3223, grad_norm: 2.9252 2021-01-26 10:51:41,013 - mmaction - INFO - Epoch [178][1260/2147] lr: 4.343e-02, eta: 3 days, 6:00:44, time: 1.584, data_time: 0.003, memory: 16628, top1_acc: 0.4634, top5_acc: 0.7063, loss_cls: 2.3532, loss: 2.3532, grad_norm: 2.8863 2021-01-26 10:52:12,198 - mmaction - INFO - Epoch [178][1280/2147] lr: 4.343e-02, eta: 3 days, 6:00:09, time: 1.560, data_time: 0.016, memory: 16628, top1_acc: 0.4754, top5_acc: 0.6937, loss_cls: 2.3762, loss: 2.3762, grad_norm: 2.7922 2021-01-26 10:52:44,228 - mmaction - INFO - Epoch [178][1300/2147] lr: 4.343e-02, eta: 3 days, 5:59:35, time: 1.604, data_time: 0.009, memory: 16628, top1_acc: 0.4879, top5_acc: 0.7246, loss_cls: 2.2823, loss: 2.2823, grad_norm: 2.7540 2021-01-26 10:53:12,815 - mmaction - INFO - Epoch [178][1320/2147] lr: 4.343e-02, eta: 3 days, 5:59:00, time: 1.431, data_time: 0.003, memory: 16628, top1_acc: 0.4562, top5_acc: 0.6937, loss_cls: 2.3954, loss: 2.3954, grad_norm: 2.8563 2021-01-26 10:53:41,580 - mmaction - INFO - Epoch [178][1340/2147] lr: 4.343e-02, eta: 3 days, 5:58:24, time: 1.436, data_time: 0.004, memory: 16628, top1_acc: 0.4844, top5_acc: 0.7121, loss_cls: 2.2878, loss: 2.2878, grad_norm: 2.8071 2021-01-26 10:54:10,016 - mmaction - INFO - Epoch [178][1360/2147] lr: 4.343e-02, eta: 3 days, 5:57:49, time: 1.416, data_time: 0.005, memory: 16628, top1_acc: 0.4696, top5_acc: 0.7304, loss_cls: 2.2672, loss: 2.2672, grad_norm: 2.9001 2021-01-26 10:54:40,059 - mmaction - INFO - Epoch [178][1380/2147] lr: 4.343e-02, eta: 3 days, 5:57:14, time: 1.510, data_time: 0.008, memory: 16628, top1_acc: 0.4571, top5_acc: 0.7080, loss_cls: 2.3547, loss: 2.3547, grad_norm: 2.9460 2021-01-26 10:55:09,344 - mmaction - INFO - Epoch [178][1400/2147] lr: 4.343e-02, eta: 3 days, 5:56:39, time: 1.461, data_time: 0.004, memory: 16628, top1_acc: 0.4621, top5_acc: 0.7036, loss_cls: 2.3822, loss: 2.3822, grad_norm: 2.9123 2021-01-26 10:55:39,679 - mmaction - INFO - Epoch [178][1420/2147] lr: 4.343e-02, eta: 3 days, 5:56:04, time: 1.520, data_time: 0.007, memory: 16628, top1_acc: 0.4821, top5_acc: 0.7134, loss_cls: 2.2939, loss: 2.2939, grad_norm: 2.9603 2021-01-26 10:56:10,235 - mmaction - INFO - Epoch [178][1440/2147] lr: 4.343e-02, eta: 3 days, 5:55:30, time: 1.528, data_time: 0.001, memory: 16628, top1_acc: 0.4679, top5_acc: 0.7067, loss_cls: 2.3073, loss: 2.3073, grad_norm: 2.9479 2021-01-26 10:56:41,059 - mmaction - INFO - Epoch [178][1460/2147] lr: 4.343e-02, eta: 3 days, 5:54:54, time: 1.465, data_time: 0.002, memory: 16628, top1_acc: 0.4603, top5_acc: 0.7188, loss_cls: 2.2957, loss: 2.2957, grad_norm: 2.8765 2021-01-26 10:57:12,783 - mmaction - INFO - Epoch [178][1480/2147] lr: 4.343e-02, eta: 3 days, 5:54:21, time: 1.660, data_time: 0.080, memory: 16628, top1_acc: 0.4589, top5_acc: 0.7143, loss_cls: 2.3517, loss: 2.3517, grad_norm: 2.9736 2021-01-26 10:57:42,813 - mmaction - INFO - Epoch [178][1500/2147] lr: 4.343e-02, eta: 3 days, 5:53:46, time: 1.504, data_time: 0.004, memory: 16628, top1_acc: 0.4701, top5_acc: 0.7125, loss_cls: 2.3222, loss: 2.3222, grad_norm: 2.8842 2021-01-26 10:58:11,141 - mmaction - INFO - Epoch [178][1520/2147] lr: 4.343e-02, eta: 3 days, 5:53:11, time: 1.417, data_time: 0.001, memory: 16628, top1_acc: 0.4799, top5_acc: 0.7259, loss_cls: 2.2829, loss: 2.2829, grad_norm: 2.9012 2021-01-26 10:58:39,891 - mmaction - INFO - Epoch [178][1540/2147] lr: 4.343e-02, eta: 3 days, 5:52:35, time: 1.437, data_time: 0.002, memory: 16628, top1_acc: 0.4567, top5_acc: 0.6804, loss_cls: 2.4340, loss: 2.4340, grad_norm: 2.9106 2021-01-26 10:59:08,247 - mmaction - INFO - Epoch [178][1560/2147] lr: 4.343e-02, eta: 3 days, 5:52:00, time: 1.415, data_time: 0.005, memory: 16628, top1_acc: 0.4759, top5_acc: 0.7179, loss_cls: 2.3479, loss: 2.3479, grad_norm: 2.8492 2021-01-26 10:59:36,864 - mmaction - INFO - Epoch [178][1580/2147] lr: 4.343e-02, eta: 3 days, 5:51:24, time: 1.431, data_time: 0.003, memory: 16628, top1_acc: 0.4732, top5_acc: 0.7054, loss_cls: 2.3368, loss: 2.3368, grad_norm: 2.9233 2021-01-26 11:00:05,823 - mmaction - INFO - Epoch [178][1600/2147] lr: 4.343e-02, eta: 3 days, 5:50:49, time: 1.450, data_time: 0.020, memory: 16628, top1_acc: 0.4862, top5_acc: 0.7161, loss_cls: 2.3483, loss: 2.3483, grad_norm: 2.8668 2021-01-26 11:00:35,512 - mmaction - INFO - Epoch [178][1620/2147] lr: 4.343e-02, eta: 3 days, 5:50:14, time: 1.484, data_time: 0.003, memory: 16628, top1_acc: 0.4857, top5_acc: 0.7085, loss_cls: 2.3153, loss: 2.3153, grad_norm: 2.8199 2021-01-26 11:01:05,535 - mmaction - INFO - Epoch [178][1640/2147] lr: 4.343e-02, eta: 3 days, 5:49:39, time: 1.502, data_time: 0.006, memory: 16628, top1_acc: 0.4634, top5_acc: 0.7058, loss_cls: 2.3616, loss: 2.3616, grad_norm: 2.8760 2021-01-26 11:01:34,070 - mmaction - INFO - Epoch [178][1660/2147] lr: 4.343e-02, eta: 3 days, 5:49:04, time: 1.426, data_time: 0.003, memory: 16628, top1_acc: 0.4638, top5_acc: 0.6987, loss_cls: 2.3885, loss: 2.3885, grad_norm: 2.9421 2021-01-26 11:02:05,129 - mmaction - INFO - Epoch [178][1680/2147] lr: 4.343e-02, eta: 3 days, 5:48:29, time: 1.549, data_time: 0.005, memory: 16628, top1_acc: 0.4652, top5_acc: 0.6991, loss_cls: 2.3964, loss: 2.3964, grad_norm: 2.9539 2021-01-26 11:02:34,906 - mmaction - INFO - Epoch [178][1700/2147] lr: 4.343e-02, eta: 3 days, 5:47:54, time: 1.493, data_time: 0.006, memory: 16628, top1_acc: 0.4638, top5_acc: 0.7223, loss_cls: 2.3196, loss: 2.3196, grad_norm: 2.8531 2021-01-26 11:03:03,210 - mmaction - INFO - Epoch [178][1720/2147] lr: 4.343e-02, eta: 3 days, 5:47:19, time: 1.416, data_time: 0.003, memory: 16628, top1_acc: 0.4683, top5_acc: 0.7085, loss_cls: 2.3612, loss: 2.3612, grad_norm: 2.8937 2021-01-26 11:03:31,523 - mmaction - INFO - Epoch [178][1740/2147] lr: 4.343e-02, eta: 3 days, 5:46:43, time: 1.412, data_time: 0.001, memory: 16628, top1_acc: 0.4607, top5_acc: 0.6987, loss_cls: 2.3358, loss: 2.3358, grad_norm: 2.8362 2021-01-26 11:04:02,391 - mmaction - INFO - Epoch [178][1760/2147] lr: 4.343e-02, eta: 3 days, 5:46:09, time: 1.545, data_time: 0.004, memory: 16628, top1_acc: 0.4746, top5_acc: 0.7165, loss_cls: 2.3084, loss: 2.3084, grad_norm: 2.8557 2021-01-26 11:04:32,408 - mmaction - INFO - Epoch [178][1780/2147] lr: 4.343e-02, eta: 3 days, 5:45:34, time: 1.503, data_time: 0.005, memory: 16628, top1_acc: 0.4625, top5_acc: 0.7031, loss_cls: 2.3695, loss: 2.3695, grad_norm: 2.8592 2021-01-26 11:05:00,821 - mmaction - INFO - Epoch [178][1800/2147] lr: 4.343e-02, eta: 3 days, 5:44:58, time: 1.421, data_time: 0.002, memory: 16628, top1_acc: 0.4866, top5_acc: 0.7268, loss_cls: 2.2730, loss: 2.2730, grad_norm: 2.8189 2021-01-26 11:05:30,201 - mmaction - INFO - Epoch [178][1820/2147] lr: 4.343e-02, eta: 3 days, 5:44:23, time: 1.467, data_time: 0.006, memory: 16628, top1_acc: 0.4696, top5_acc: 0.6996, loss_cls: 2.3445, loss: 2.3445, grad_norm: 2.8860 2021-01-26 11:05:58,550 - mmaction - INFO - Epoch [178][1840/2147] lr: 4.343e-02, eta: 3 days, 5:43:48, time: 1.419, data_time: 0.005, memory: 16628, top1_acc: 0.4585, top5_acc: 0.7058, loss_cls: 2.3570, loss: 2.3570, grad_norm: 2.8481 2021-01-26 11:06:26,895 - mmaction - INFO - Epoch [178][1860/2147] lr: 4.343e-02, eta: 3 days, 5:43:12, time: 1.417, data_time: 0.003, memory: 16628, top1_acc: 0.4554, top5_acc: 0.7098, loss_cls: 2.3957, loss: 2.3957, grad_norm: 2.8238 2021-01-26 11:06:56,536 - mmaction - INFO - Epoch [178][1880/2147] lr: 4.343e-02, eta: 3 days, 5:42:37, time: 1.482, data_time: 0.008, memory: 16628, top1_acc: 0.4687, top5_acc: 0.7085, loss_cls: 2.3718, loss: 2.3718, grad_norm: 2.8749 2021-01-26 11:07:25,977 - mmaction - INFO - Epoch [178][1900/2147] lr: 4.343e-02, eta: 3 days, 5:42:02, time: 1.472, data_time: 0.007, memory: 16628, top1_acc: 0.4701, top5_acc: 0.7031, loss_cls: 2.3294, loss: 2.3294, grad_norm: 2.8820 2021-01-26 11:07:56,373 - mmaction - INFO - Epoch [178][1920/2147] lr: 4.343e-02, eta: 3 days, 5:41:27, time: 1.516, data_time: 0.001, memory: 16628, top1_acc: 0.4621, top5_acc: 0.7098, loss_cls: 2.3410, loss: 2.3410, grad_norm: 2.9110 2021-01-26 11:08:25,991 - mmaction - INFO - Epoch [178][1940/2147] lr: 4.343e-02, eta: 3 days, 5:40:52, time: 1.484, data_time: 0.010, memory: 16628, top1_acc: 0.4482, top5_acc: 0.6946, loss_cls: 2.4072, loss: 2.4072, grad_norm: 2.8845 2021-01-26 11:08:54,470 - mmaction - INFO - Epoch [178][1960/2147] lr: 4.343e-02, eta: 3 days, 5:40:17, time: 1.424, data_time: 0.004, memory: 16628, top1_acc: 0.4607, top5_acc: 0.7009, loss_cls: 2.4007, loss: 2.4007, grad_norm: 2.8624 2021-01-26 11:09:24,623 - mmaction - INFO - Epoch [178][1980/2147] lr: 4.343e-02, eta: 3 days, 5:39:42, time: 1.508, data_time: 0.003, memory: 16628, top1_acc: 0.4687, top5_acc: 0.7170, loss_cls: 2.2963, loss: 2.2963, grad_norm: 2.8133 2021-01-26 11:09:56,489 - mmaction - INFO - Epoch [178][2000/2147] lr: 4.343e-02, eta: 3 days, 5:39:08, time: 1.593, data_time: 0.002, memory: 16628, top1_acc: 0.4719, top5_acc: 0.7031, loss_cls: 2.3615, loss: 2.3615, grad_norm: 2.9439 2021-01-26 11:10:27,410 - mmaction - INFO - Epoch [178][2020/2147] lr: 4.343e-02, eta: 3 days, 5:38:34, time: 1.542, data_time: 0.007, memory: 16628, top1_acc: 0.4598, top5_acc: 0.7152, loss_cls: 2.3379, loss: 2.3379, grad_norm: 2.9436 2021-01-26 11:10:57,768 - mmaction - INFO - Epoch [178][2040/2147] lr: 4.343e-02, eta: 3 days, 5:37:59, time: 1.522, data_time: 0.008, memory: 16628, top1_acc: 0.4585, top5_acc: 0.7098, loss_cls: 2.4036, loss: 2.4036, grad_norm: 2.9855 2021-01-26 11:11:27,666 - mmaction - INFO - Epoch [178][2060/2147] lr: 4.343e-02, eta: 3 days, 5:37:24, time: 1.492, data_time: 0.008, memory: 16628, top1_acc: 0.4683, top5_acc: 0.7112, loss_cls: 2.3533, loss: 2.3533, grad_norm: 2.9379 2021-01-26 11:11:57,745 - mmaction - INFO - Epoch [178][2080/2147] lr: 4.343e-02, eta: 3 days, 5:36:49, time: 1.508, data_time: 0.005, memory: 16628, top1_acc: 0.4388, top5_acc: 0.7062, loss_cls: 2.4091, loss: 2.4091, grad_norm: 2.9013 2021-01-26 11:12:26,768 - mmaction - INFO - Epoch [178][2100/2147] lr: 4.343e-02, eta: 3 days, 5:36:14, time: 1.451, data_time: 0.002, memory: 16628, top1_acc: 0.4647, top5_acc: 0.7143, loss_cls: 2.3051, loss: 2.3051, grad_norm: 2.8950 2021-01-26 11:12:55,931 - mmaction - INFO - Epoch [178][2120/2147] lr: 4.343e-02, eta: 3 days, 5:35:39, time: 1.459, data_time: 0.003, memory: 16628, top1_acc: 0.4522, top5_acc: 0.6893, loss_cls: 2.3980, loss: 2.3980, grad_norm: 2.8962 2021-01-26 11:13:25,724 - mmaction - INFO - Epoch [178][2140/2147] lr: 4.343e-02, eta: 3 days, 5:35:04, time: 1.487, data_time: 0.002, memory: 16628, top1_acc: 0.4670, top5_acc: 0.7125, loss_cls: 2.3257, loss: 2.3257, grad_norm: 2.8545 2021-01-26 11:19:42,831 - mmaction - INFO - Epoch [179][20/2147] lr: 4.242e-02, eta: 3 days, 5:36:31, time: 17.343, data_time: 15.751, memory: 16628, top1_acc: 0.4991, top5_acc: 0.7277, loss_cls: 2.1929, loss: 2.1929, grad_norm: 2.8440 2021-01-26 11:20:13,820 - mmaction - INFO - Epoch [179][40/2147] lr: 4.242e-02, eta: 3 days, 5:35:57, time: 1.549, data_time: 0.007, memory: 16628, top1_acc: 0.4799, top5_acc: 0.7246, loss_cls: 2.2599, loss: 2.2599, grad_norm: 2.8116 2021-01-26 11:20:42,844 - mmaction - INFO - Epoch [179][60/2147] lr: 4.242e-02, eta: 3 days, 5:35:21, time: 1.449, data_time: 0.004, memory: 16628, top1_acc: 0.4732, top5_acc: 0.7129, loss_cls: 2.3615, loss: 2.3615, grad_norm: 2.9739 2021-01-26 11:21:11,043 - mmaction - INFO - Epoch [179][80/2147] lr: 4.242e-02, eta: 3 days, 5:34:46, time: 1.410, data_time: 0.005, memory: 16628, top1_acc: 0.4701, top5_acc: 0.7063, loss_cls: 2.3772, loss: 2.3772, grad_norm: 2.9509 2021-01-26 11:21:45,545 - mmaction - INFO - Epoch [179][100/2147] lr: 4.242e-02, eta: 3 days, 5:34:13, time: 1.725, data_time: 0.010, memory: 16628, top1_acc: 0.4688, top5_acc: 0.7094, loss_cls: 2.3403, loss: 2.3403, grad_norm: 2.9140 2021-01-26 11:22:16,932 - mmaction - INFO - Epoch [179][120/2147] lr: 4.242e-02, eta: 3 days, 5:33:39, time: 1.574, data_time: 0.044, memory: 16628, top1_acc: 0.4638, top5_acc: 0.7018, loss_cls: 2.3402, loss: 2.3402, grad_norm: 2.8629 2021-01-26 11:22:47,222 - mmaction - INFO - Epoch [179][140/2147] lr: 4.242e-02, eta: 3 days, 5:33:04, time: 1.515, data_time: 0.004, memory: 16628, top1_acc: 0.4804, top5_acc: 0.7152, loss_cls: 2.2922, loss: 2.2922, grad_norm: 2.9191 2021-01-26 11:23:15,479 - mmaction - INFO - Epoch [179][160/2147] lr: 4.242e-02, eta: 3 days, 5:32:28, time: 1.413, data_time: 0.001, memory: 16628, top1_acc: 0.4821, top5_acc: 0.7183, loss_cls: 2.2923, loss: 2.2923, grad_norm: 2.9185 2021-01-26 11:23:45,896 - mmaction - INFO - Epoch [179][180/2147] lr: 4.242e-02, eta: 3 days, 5:31:54, time: 1.520, data_time: 0.001, memory: 16628, top1_acc: 0.4732, top5_acc: 0.7179, loss_cls: 2.3170, loss: 2.3170, grad_norm: 2.9505 2021-01-26 11:24:14,193 - mmaction - INFO - Epoch [179][200/2147] lr: 4.242e-02, eta: 3 days, 5:31:18, time: 1.415, data_time: 0.003, memory: 16628, top1_acc: 0.4830, top5_acc: 0.7379, loss_cls: 2.2372, loss: 2.2372, grad_norm: 2.8842 2021-01-26 11:24:44,464 - mmaction - INFO - Epoch [179][220/2147] lr: 4.242e-02, eta: 3 days, 5:30:43, time: 1.515, data_time: 0.005, memory: 16628, top1_acc: 0.4750, top5_acc: 0.7170, loss_cls: 2.2693, loss: 2.2693, grad_norm: 2.8741 2021-01-26 11:25:16,663 - mmaction - INFO - Epoch [179][240/2147] lr: 4.242e-02, eta: 3 days, 5:30:10, time: 1.609, data_time: 0.001, memory: 16628, top1_acc: 0.4942, top5_acc: 0.7246, loss_cls: 2.2519, loss: 2.2519, grad_norm: 2.8283 2021-01-26 11:25:45,835 - mmaction - INFO - Epoch [179][260/2147] lr: 4.242e-02, eta: 3 days, 5:29:34, time: 1.452, data_time: 0.007, memory: 16628, top1_acc: 0.4795, top5_acc: 0.7045, loss_cls: 2.3299, loss: 2.3299, grad_norm: 2.8892 2021-01-26 11:26:17,542 - mmaction - INFO - Epoch [179][280/2147] lr: 4.242e-02, eta: 3 days, 5:29:00, time: 1.592, data_time: 0.008, memory: 16628, top1_acc: 0.4768, top5_acc: 0.7210, loss_cls: 2.3068, loss: 2.3068, grad_norm: 2.9162 2021-01-26 11:26:48,669 - mmaction - INFO - Epoch [179][300/2147] lr: 4.242e-02, eta: 3 days, 5:28:26, time: 1.556, data_time: 0.006, memory: 16628, top1_acc: 0.4848, top5_acc: 0.7210, loss_cls: 2.2503, loss: 2.2503, grad_norm: 2.8716 2021-01-26 11:27:20,970 - mmaction - INFO - Epoch [179][320/2147] lr: 4.242e-02, eta: 3 days, 5:27:52, time: 1.612, data_time: 0.004, memory: 16628, top1_acc: 0.4826, top5_acc: 0.7192, loss_cls: 2.2996, loss: 2.2996, grad_norm: 2.8896 2021-01-26 11:27:51,143 - mmaction - INFO - Epoch [179][340/2147] lr: 4.242e-02, eta: 3 days, 5:27:17, time: 1.513, data_time: 0.010, memory: 16628, top1_acc: 0.4558, top5_acc: 0.7013, loss_cls: 2.3639, loss: 2.3639, grad_norm: 2.9095 2021-01-26 11:28:19,897 - mmaction - INFO - Epoch [179][360/2147] lr: 4.242e-02, eta: 3 days, 5:26:42, time: 1.434, data_time: 0.002, memory: 16628, top1_acc: 0.4598, top5_acc: 0.7004, loss_cls: 2.3615, loss: 2.3615, grad_norm: 2.9622 2021-01-26 11:28:48,298 - mmaction - INFO - Epoch [179][380/2147] lr: 4.242e-02, eta: 3 days, 5:26:06, time: 1.423, data_time: 0.010, memory: 16628, top1_acc: 0.4790, top5_acc: 0.7250, loss_cls: 2.3263, loss: 2.3263, grad_norm: 2.9248 2021-01-26 11:29:17,641 - mmaction - INFO - Epoch [179][400/2147] lr: 4.242e-02, eta: 3 days, 5:25:31, time: 1.460, data_time: 0.002, memory: 16628, top1_acc: 0.4821, top5_acc: 0.7317, loss_cls: 2.2796, loss: 2.2796, grad_norm: 2.8566 2021-01-26 11:29:49,768 - mmaction - INFO - Epoch [179][420/2147] lr: 4.242e-02, eta: 3 days, 5:24:57, time: 1.612, data_time: 0.008, memory: 16628, top1_acc: 0.4625, top5_acc: 0.7027, loss_cls: 2.3378, loss: 2.3378, grad_norm: 2.9987 2021-01-26 11:30:18,521 - mmaction - INFO - Epoch [179][440/2147] lr: 4.242e-02, eta: 3 days, 5:24:22, time: 1.437, data_time: 0.006, memory: 16628, top1_acc: 0.4826, top5_acc: 0.7076, loss_cls: 2.3105, loss: 2.3105, grad_norm: 2.8853 2021-01-26 11:30:48,905 - mmaction - INFO - Epoch [179][460/2147] lr: 4.242e-02, eta: 3 days, 5:23:47, time: 1.521, data_time: 0.005, memory: 16628, top1_acc: 0.4638, top5_acc: 0.7103, loss_cls: 2.3649, loss: 2.3649, grad_norm: 2.9164 2021-01-26 11:31:16,997 - mmaction - INFO - Epoch [179][480/2147] lr: 4.242e-02, eta: 3 days, 5:23:12, time: 1.405, data_time: 0.003, memory: 16628, top1_acc: 0.4813, top5_acc: 0.7223, loss_cls: 2.2576, loss: 2.2576, grad_norm: 2.8727 2021-01-26 11:31:45,954 - mmaction - INFO - Epoch [179][500/2147] lr: 4.242e-02, eta: 3 days, 5:22:36, time: 1.448, data_time: 0.004, memory: 16628, top1_acc: 0.4879, top5_acc: 0.7228, loss_cls: 2.2433, loss: 2.2433, grad_norm: 2.9020 2021-01-26 11:32:14,499 - mmaction - INFO - Epoch [179][520/2147] lr: 4.242e-02, eta: 3 days, 5:22:01, time: 1.427, data_time: 0.010, memory: 16628, top1_acc: 0.4804, top5_acc: 0.7161, loss_cls: 2.2832, loss: 2.2832, grad_norm: 2.9288 2021-01-26 11:32:43,527 - mmaction - INFO - Epoch [179][540/2147] lr: 4.242e-02, eta: 3 days, 5:21:26, time: 1.451, data_time: 0.003, memory: 16628, top1_acc: 0.4567, top5_acc: 0.7112, loss_cls: 2.3869, loss: 2.3869, grad_norm: 3.0156 2021-01-26 11:33:13,551 - mmaction - INFO - Epoch [179][560/2147] lr: 4.242e-02, eta: 3 days, 5:20:51, time: 1.502, data_time: 0.002, memory: 16628, top1_acc: 0.5027, top5_acc: 0.7379, loss_cls: 2.1516, loss: 2.1516, grad_norm: 2.8846 2021-01-26 11:33:42,843 - mmaction - INFO - Epoch [179][580/2147] lr: 4.242e-02, eta: 3 days, 5:20:16, time: 1.460, data_time: 0.003, memory: 16628, top1_acc: 0.4754, top5_acc: 0.7205, loss_cls: 2.2834, loss: 2.2834, grad_norm: 2.9736 2021-01-26 11:34:11,171 - mmaction - INFO - Epoch [179][600/2147] lr: 4.242e-02, eta: 3 days, 5:19:40, time: 1.420, data_time: 0.010, memory: 16628, top1_acc: 0.4754, top5_acc: 0.7205, loss_cls: 2.3059, loss: 2.3059, grad_norm: 2.8991 2021-01-26 11:34:41,921 - mmaction - INFO - Epoch [179][620/2147] lr: 4.242e-02, eta: 3 days, 5:19:06, time: 1.537, data_time: 0.001, memory: 16628, top1_acc: 0.4589, top5_acc: 0.6955, loss_cls: 2.3672, loss: 2.3672, grad_norm: 2.9773 2021-01-26 11:35:10,356 - mmaction - INFO - Epoch [179][640/2147] lr: 4.242e-02, eta: 3 days, 5:18:30, time: 1.422, data_time: 0.003, memory: 16628, top1_acc: 0.4705, top5_acc: 0.7201, loss_cls: 2.3116, loss: 2.3116, grad_norm: 2.9189 2021-01-26 11:35:40,826 - mmaction - INFO - Epoch [179][660/2147] lr: 4.242e-02, eta: 3 days, 5:17:55, time: 1.521, data_time: 0.004, memory: 16628, top1_acc: 0.4795, top5_acc: 0.7121, loss_cls: 2.3007, loss: 2.3007, grad_norm: 2.8783 2021-01-26 11:36:09,382 - mmaction - INFO - Epoch [179][680/2147] lr: 4.242e-02, eta: 3 days, 5:17:20, time: 1.430, data_time: 0.007, memory: 16628, top1_acc: 0.4661, top5_acc: 0.7031, loss_cls: 2.3322, loss: 2.3322, grad_norm: 2.9216 2021-01-26 11:36:37,719 - mmaction - INFO - Epoch [179][700/2147] lr: 4.242e-02, eta: 3 days, 5:16:44, time: 1.417, data_time: 0.002, memory: 16628, top1_acc: 0.4558, top5_acc: 0.7067, loss_cls: 2.3773, loss: 2.3773, grad_norm: 2.9729 2021-01-26 11:37:11,005 - mmaction - INFO - Epoch [179][720/2147] lr: 4.242e-02, eta: 3 days, 5:16:11, time: 1.662, data_time: 0.009, memory: 16628, top1_acc: 0.4790, top5_acc: 0.7192, loss_cls: 2.2722, loss: 2.2722, grad_norm: 2.9550 2021-01-26 11:37:43,095 - mmaction - INFO - Epoch [179][740/2147] lr: 4.242e-02, eta: 3 days, 5:15:37, time: 1.601, data_time: 0.007, memory: 16628, top1_acc: 0.4603, top5_acc: 0.7058, loss_cls: 2.3474, loss: 2.3474, grad_norm: 2.9446 2021-01-26 11:38:12,833 - mmaction - INFO - Epoch [179][760/2147] lr: 4.242e-02, eta: 3 days, 5:15:02, time: 1.490, data_time: 0.007, memory: 16628, top1_acc: 0.4790, top5_acc: 0.7210, loss_cls: 2.2530, loss: 2.2530, grad_norm: 2.8598 2021-01-26 11:38:43,367 - mmaction - INFO - Epoch [179][780/2147] lr: 4.242e-02, eta: 3 days, 5:14:28, time: 1.528, data_time: 0.004, memory: 16628, top1_acc: 0.4746, top5_acc: 0.7188, loss_cls: 2.2827, loss: 2.2827, grad_norm: 2.8817 2021-01-26 11:39:11,844 - mmaction - INFO - Epoch [179][800/2147] lr: 4.242e-02, eta: 3 days, 5:13:52, time: 1.424, data_time: 0.005, memory: 16628, top1_acc: 0.4692, top5_acc: 0.7049, loss_cls: 2.3109, loss: 2.3109, grad_norm: 2.9022 2021-01-26 11:39:43,770 - mmaction - INFO - Epoch [179][820/2147] lr: 4.242e-02, eta: 3 days, 5:13:18, time: 1.597, data_time: 0.002, memory: 16628, top1_acc: 0.4728, top5_acc: 0.7205, loss_cls: 2.2801, loss: 2.2801, grad_norm: 2.8532 2021-01-26 11:40:12,194 - mmaction - INFO - Epoch [179][840/2147] lr: 4.242e-02, eta: 3 days, 5:12:43, time: 1.421, data_time: 0.002, memory: 16628, top1_acc: 0.4670, top5_acc: 0.7232, loss_cls: 2.2948, loss: 2.2948, grad_norm: 2.8971 2021-01-26 11:40:42,247 - mmaction - INFO - Epoch [179][860/2147] lr: 4.242e-02, eta: 3 days, 5:12:08, time: 1.500, data_time: 0.002, memory: 16628, top1_acc: 0.4830, top5_acc: 0.7174, loss_cls: 2.2729, loss: 2.2729, grad_norm: 2.8906 2021-01-26 11:41:11,098 - mmaction - INFO - Epoch [179][880/2147] lr: 4.242e-02, eta: 3 days, 5:11:32, time: 1.446, data_time: 0.012, memory: 16628, top1_acc: 0.4661, top5_acc: 0.7067, loss_cls: 2.3563, loss: 2.3563, grad_norm: 2.9943 2021-01-26 11:41:40,892 - mmaction - INFO - Epoch [179][900/2147] lr: 4.242e-02, eta: 3 days, 5:10:57, time: 1.445, data_time: 0.003, memory: 16628, top1_acc: 0.4817, top5_acc: 0.7179, loss_cls: 2.2538, loss: 2.2538, grad_norm: 2.8764 2021-01-26 11:42:09,616 - mmaction - INFO - Epoch [179][920/2147] lr: 4.242e-02, eta: 3 days, 5:10:22, time: 1.479, data_time: 0.046, memory: 16628, top1_acc: 0.4554, top5_acc: 0.7134, loss_cls: 2.3462, loss: 2.3462, grad_norm: 2.9883 2021-01-26 11:42:38,992 - mmaction - INFO - Epoch [179][940/2147] lr: 4.242e-02, eta: 3 days, 5:09:47, time: 1.469, data_time: 0.002, memory: 16628, top1_acc: 0.4647, top5_acc: 0.7062, loss_cls: 2.3592, loss: 2.3592, grad_norm: 2.8917 2021-01-26 11:43:07,339 - mmaction - INFO - Epoch [179][960/2147] lr: 4.242e-02, eta: 3 days, 5:09:12, time: 1.418, data_time: 0.004, memory: 16628, top1_acc: 0.4835, top5_acc: 0.7326, loss_cls: 2.2373, loss: 2.2373, grad_norm: 2.8231 2021-01-26 11:43:36,495 - mmaction - INFO - Epoch [179][980/2147] lr: 4.242e-02, eta: 3 days, 5:08:36, time: 1.453, data_time: 0.001, memory: 16628, top1_acc: 0.4808, top5_acc: 0.7250, loss_cls: 2.2761, loss: 2.2761, grad_norm: 3.0069 2021-01-26 11:44:07,270 - mmaction - INFO - Epoch [179][1000/2147] lr: 4.242e-02, eta: 3 days, 5:08:02, time: 1.541, data_time: 0.010, memory: 16628, top1_acc: 0.4754, top5_acc: 0.7339, loss_cls: 2.2702, loss: 2.2702, grad_norm: 2.9698 2021-01-26 11:44:37,707 - mmaction - INFO - Epoch [179][1020/2147] lr: 4.242e-02, eta: 3 days, 5:07:27, time: 1.522, data_time: 0.012, memory: 16628, top1_acc: 0.4772, top5_acc: 0.7089, loss_cls: 2.2848, loss: 2.2848, grad_norm: 2.9308 2021-01-26 11:45:05,989 - mmaction - INFO - Epoch [179][1040/2147] lr: 4.242e-02, eta: 3 days, 5:06:52, time: 1.414, data_time: 0.004, memory: 16628, top1_acc: 0.4652, top5_acc: 0.7040, loss_cls: 2.3617, loss: 2.3617, grad_norm: 2.9205 2021-01-26 11:45:34,201 - mmaction - INFO - Epoch [179][1060/2147] lr: 4.242e-02, eta: 3 days, 5:06:16, time: 1.412, data_time: 0.005, memory: 16628, top1_acc: 0.4795, top5_acc: 0.7304, loss_cls: 2.2245, loss: 2.2245, grad_norm: 2.9550 2021-01-26 11:46:04,821 - mmaction - INFO - Epoch [179][1080/2147] lr: 4.242e-02, eta: 3 days, 5:05:41, time: 1.529, data_time: 0.004, memory: 16628, top1_acc: 0.4888, top5_acc: 0.7237, loss_cls: 2.2479, loss: 2.2479, grad_norm: 2.9327 2021-01-26 11:46:34,239 - mmaction - INFO - Epoch [179][1100/2147] lr: 4.242e-02, eta: 3 days, 5:05:06, time: 1.440, data_time: 0.005, memory: 16628, top1_acc: 0.4567, top5_acc: 0.6964, loss_cls: 2.4436, loss: 2.4436, grad_norm: 2.9352 2021-01-26 11:47:05,233 - mmaction - INFO - Epoch [179][1120/2147] lr: 4.242e-02, eta: 3 days, 5:04:32, time: 1.583, data_time: 0.049, memory: 16628, top1_acc: 0.4817, top5_acc: 0.7161, loss_cls: 2.2730, loss: 2.2730, grad_norm: 2.8462 2021-01-26 11:47:33,585 - mmaction - INFO - Epoch [179][1140/2147] lr: 4.242e-02, eta: 3 days, 5:03:57, time: 1.418, data_time: 0.002, memory: 16628, top1_acc: 0.4777, top5_acc: 0.7112, loss_cls: 2.3040, loss: 2.3040, grad_norm: 3.0015 2021-01-26 11:48:02,045 - mmaction - INFO - Epoch [179][1160/2147] lr: 4.242e-02, eta: 3 days, 5:03:21, time: 1.423, data_time: 0.004, memory: 16628, top1_acc: 0.4705, top5_acc: 0.7219, loss_cls: 2.3263, loss: 2.3263, grad_norm: 3.0281 2021-01-26 11:48:30,519 - mmaction - INFO - Epoch [179][1180/2147] lr: 4.242e-02, eta: 3 days, 5:02:46, time: 1.422, data_time: 0.002, memory: 16628, top1_acc: 0.4670, top5_acc: 0.7161, loss_cls: 2.3312, loss: 2.3312, grad_norm: 2.9448 2021-01-26 11:49:01,115 - mmaction - INFO - Epoch [179][1200/2147] lr: 4.242e-02, eta: 3 days, 5:02:11, time: 1.532, data_time: 0.007, memory: 16628, top1_acc: 0.4665, top5_acc: 0.7196, loss_cls: 2.2886, loss: 2.2886, grad_norm: 2.9145 2021-01-26 11:49:30,412 - mmaction - INFO - Epoch [179][1220/2147] lr: 4.242e-02, eta: 3 days, 5:01:36, time: 1.464, data_time: 0.002, memory: 16628, top1_acc: 0.4777, top5_acc: 0.7170, loss_cls: 2.3174, loss: 2.3174, grad_norm: 2.9716 2021-01-26 11:50:00,208 - mmaction - INFO - Epoch [179][1240/2147] lr: 4.242e-02, eta: 3 days, 5:01:01, time: 1.488, data_time: 0.002, memory: 16628, top1_acc: 0.5067, top5_acc: 0.7406, loss_cls: 2.1752, loss: 2.1752, grad_norm: 2.9092 2021-01-26 11:50:29,349 - mmaction - INFO - Epoch [179][1260/2147] lr: 4.242e-02, eta: 3 days, 5:00:26, time: 1.458, data_time: 0.007, memory: 16628, top1_acc: 0.4687, top5_acc: 0.7036, loss_cls: 2.3494, loss: 2.3494, grad_norm: 3.0402 2021-01-26 11:50:57,619 - mmaction - INFO - Epoch [179][1280/2147] lr: 4.242e-02, eta: 3 days, 4:59:50, time: 1.413, data_time: 0.002, memory: 16628, top1_acc: 0.4478, top5_acc: 0.7054, loss_cls: 2.3482, loss: 2.3482, grad_norm: 2.9657 2021-01-26 11:51:27,515 - mmaction - INFO - Epoch [179][1300/2147] lr: 4.242e-02, eta: 3 days, 4:59:15, time: 1.493, data_time: 0.009, memory: 16628, top1_acc: 0.4625, top5_acc: 0.7147, loss_cls: 2.3867, loss: 2.3867, grad_norm: 3.0145 2021-01-26 11:51:59,272 - mmaction - INFO - Epoch [179][1320/2147] lr: 4.242e-02, eta: 3 days, 4:58:41, time: 1.589, data_time: 0.004, memory: 16628, top1_acc: 0.4763, top5_acc: 0.7174, loss_cls: 2.2845, loss: 2.2845, grad_norm: 2.9107 2021-01-26 11:52:28,853 - mmaction - INFO - Epoch [179][1340/2147] lr: 4.242e-02, eta: 3 days, 4:58:06, time: 1.481, data_time: 0.014, memory: 16628, top1_acc: 0.4634, top5_acc: 0.7116, loss_cls: 2.3112, loss: 2.3112, grad_norm: 2.8789 2021-01-26 11:53:01,845 - mmaction - INFO - Epoch [179][1360/2147] lr: 4.242e-02, eta: 3 days, 4:57:33, time: 1.650, data_time: 0.003, memory: 16628, top1_acc: 0.4754, top5_acc: 0.7170, loss_cls: 2.2860, loss: 2.2860, grad_norm: 2.9032 2021-01-26 11:53:30,212 - mmaction - INFO - Epoch [179][1380/2147] lr: 4.242e-02, eta: 3 days, 4:56:57, time: 1.419, data_time: 0.003, memory: 16628, top1_acc: 0.4790, top5_acc: 0.7330, loss_cls: 2.2348, loss: 2.2348, grad_norm: 2.9602 2021-01-26 11:53:59,878 - mmaction - INFO - Epoch [179][1400/2147] lr: 4.242e-02, eta: 3 days, 4:56:22, time: 1.484, data_time: 0.004, memory: 16628, top1_acc: 0.4754, top5_acc: 0.7036, loss_cls: 2.3543, loss: 2.3543, grad_norm: 2.8687 2021-01-26 11:54:30,142 - mmaction - INFO - Epoch [179][1420/2147] lr: 4.242e-02, eta: 3 days, 4:55:48, time: 1.511, data_time: 0.002, memory: 16628, top1_acc: 0.4616, top5_acc: 0.7103, loss_cls: 2.3240, loss: 2.3240, grad_norm: 2.9854 2021-01-26 11:54:59,989 - mmaction - INFO - Epoch [179][1440/2147] lr: 4.242e-02, eta: 3 days, 4:55:13, time: 1.494, data_time: 0.004, memory: 16628, top1_acc: 0.4688, top5_acc: 0.7018, loss_cls: 2.3150, loss: 2.3150, grad_norm: 2.9757 2021-01-26 11:55:30,050 - mmaction - INFO - Epoch [179][1460/2147] lr: 4.242e-02, eta: 3 days, 4:54:38, time: 1.499, data_time: 0.003, memory: 16628, top1_acc: 0.4710, top5_acc: 0.7304, loss_cls: 2.2747, loss: 2.2747, grad_norm: 3.0018 2021-01-26 11:55:58,181 - mmaction - INFO - Epoch [179][1480/2147] lr: 4.242e-02, eta: 3 days, 4:54:02, time: 1.410, data_time: 0.007, memory: 16628, top1_acc: 0.4455, top5_acc: 0.6888, loss_cls: 2.4323, loss: 2.4323, grad_norm: 3.0104 2021-01-26 11:56:27,739 - mmaction - INFO - Epoch [179][1500/2147] lr: 4.242e-02, eta: 3 days, 4:53:27, time: 1.474, data_time: 0.005, memory: 16628, top1_acc: 0.4732, top5_acc: 0.7152, loss_cls: 2.2728, loss: 2.2728, grad_norm: 2.8885 2021-01-26 11:57:02,534 - mmaction - INFO - Epoch [179][1520/2147] lr: 4.242e-02, eta: 3 days, 4:52:55, time: 1.743, data_time: 0.007, memory: 16628, top1_acc: 0.4710, top5_acc: 0.7031, loss_cls: 2.3725, loss: 2.3725, grad_norm: 2.9103 2021-01-26 11:57:33,196 - mmaction - INFO - Epoch [179][1540/2147] lr: 4.242e-02, eta: 3 days, 4:52:20, time: 1.527, data_time: 0.003, memory: 16628, top1_acc: 0.4750, top5_acc: 0.7076, loss_cls: 2.3195, loss: 2.3195, grad_norm: 2.9151 2021-01-26 11:58:03,558 - mmaction - INFO - Epoch [179][1560/2147] lr: 4.242e-02, eta: 3 days, 4:51:45, time: 1.522, data_time: 0.011, memory: 16628, top1_acc: 0.4634, top5_acc: 0.7237, loss_cls: 2.2990, loss: 2.2990, grad_norm: 2.9607 2021-01-26 11:58:31,861 - mmaction - INFO - Epoch [179][1580/2147] lr: 4.242e-02, eta: 3 days, 4:51:10, time: 1.418, data_time: 0.006, memory: 16628, top1_acc: 0.4893, top5_acc: 0.7232, loss_cls: 2.2553, loss: 2.2553, grad_norm: 2.9863 2021-01-26 11:58:59,959 - mmaction - INFO - Epoch [179][1600/2147] lr: 4.242e-02, eta: 3 days, 4:50:34, time: 1.405, data_time: 0.002, memory: 16628, top1_acc: 0.4536, top5_acc: 0.7000, loss_cls: 2.3850, loss: 2.3850, grad_norm: 3.0567 2021-01-26 11:59:28,012 - mmaction - INFO - Epoch [179][1620/2147] lr: 4.242e-02, eta: 3 days, 4:49:59, time: 1.402, data_time: 0.001, memory: 16628, top1_acc: 0.4714, top5_acc: 0.7196, loss_cls: 2.3123, loss: 2.3123, grad_norm: 2.8901 2021-01-26 11:59:56,602 - mmaction - INFO - Epoch [179][1640/2147] lr: 4.242e-02, eta: 3 days, 4:49:23, time: 1.430, data_time: 0.002, memory: 16628, top1_acc: 0.4723, top5_acc: 0.7018, loss_cls: 2.3775, loss: 2.3775, grad_norm: 2.8774 2021-01-26 12:00:26,947 - mmaction - INFO - Epoch [179][1660/2147] lr: 4.242e-02, eta: 3 days, 4:48:48, time: 1.501, data_time: 0.004, memory: 16628, top1_acc: 0.4612, top5_acc: 0.6946, loss_cls: 2.3493, loss: 2.3493, grad_norm: 2.8901 2021-01-26 12:00:56,615 - mmaction - INFO - Epoch [179][1680/2147] lr: 4.242e-02, eta: 3 days, 4:48:14, time: 1.496, data_time: 0.022, memory: 16628, top1_acc: 0.4652, top5_acc: 0.7174, loss_cls: 2.3214, loss: 2.3214, grad_norm: 2.9481 2021-01-26 12:01:25,613 - mmaction - INFO - Epoch [179][1700/2147] lr: 4.242e-02, eta: 3 days, 4:47:38, time: 1.450, data_time: 0.004, memory: 16628, top1_acc: 0.4437, top5_acc: 0.6929, loss_cls: 2.4336, loss: 2.4336, grad_norm: 2.9613 2021-01-26 12:01:57,960 - mmaction - INFO - Epoch [179][1720/2147] lr: 4.242e-02, eta: 3 days, 4:47:05, time: 1.619, data_time: 0.004, memory: 16628, top1_acc: 0.4741, top5_acc: 0.7076, loss_cls: 2.3427, loss: 2.3427, grad_norm: 2.9138 2021-01-26 12:02:26,229 - mmaction - INFO - Epoch [179][1740/2147] lr: 4.242e-02, eta: 3 days, 4:46:29, time: 1.413, data_time: 0.003, memory: 16628, top1_acc: 0.4754, top5_acc: 0.7201, loss_cls: 2.3263, loss: 2.3263, grad_norm: 2.8722 2021-01-26 12:02:57,110 - mmaction - INFO - Epoch [179][1760/2147] lr: 4.242e-02, eta: 3 days, 4:45:55, time: 1.545, data_time: 0.002, memory: 16628, top1_acc: 0.4696, top5_acc: 0.7089, loss_cls: 2.3374, loss: 2.3374, grad_norm: 2.9193 2021-01-26 12:03:25,635 - mmaction - INFO - Epoch [179][1780/2147] lr: 4.242e-02, eta: 3 days, 4:45:19, time: 1.426, data_time: 0.001, memory: 16628, top1_acc: 0.4786, top5_acc: 0.7188, loss_cls: 2.2941, loss: 2.2941, grad_norm: 2.9643 2021-01-26 12:03:55,662 - mmaction - INFO - Epoch [179][1800/2147] lr: 4.242e-02, eta: 3 days, 4:44:44, time: 1.499, data_time: 0.005, memory: 16628, top1_acc: 0.4665, top5_acc: 0.7089, loss_cls: 2.3569, loss: 2.3569, grad_norm: 2.8918 2021-01-26 12:04:24,444 - mmaction - INFO - Epoch [179][1820/2147] lr: 4.242e-02, eta: 3 days, 4:44:09, time: 1.439, data_time: 0.012, memory: 16628, top1_acc: 0.4714, top5_acc: 0.6933, loss_cls: 2.3528, loss: 2.3528, grad_norm: 2.9704 2021-01-26 12:04:53,789 - mmaction - INFO - Epoch [179][1840/2147] lr: 4.242e-02, eta: 3 days, 4:43:34, time: 1.469, data_time: 0.004, memory: 16628, top1_acc: 0.4429, top5_acc: 0.6915, loss_cls: 2.4431, loss: 2.4431, grad_norm: 2.9925 2021-01-26 12:05:24,040 - mmaction - INFO - Epoch [179][1860/2147] lr: 4.242e-02, eta: 3 days, 4:42:59, time: 1.511, data_time: 0.004, memory: 16628, top1_acc: 0.4884, top5_acc: 0.7174, loss_cls: 2.2805, loss: 2.2805, grad_norm: 2.9121 2021-01-26 12:05:52,550 - mmaction - INFO - Epoch [179][1880/2147] lr: 4.242e-02, eta: 3 days, 4:42:24, time: 1.426, data_time: 0.009, memory: 16628, top1_acc: 0.4429, top5_acc: 0.6942, loss_cls: 2.4214, loss: 2.4214, grad_norm: 2.9171 2021-01-26 12:06:20,786 - mmaction - INFO - Epoch [179][1900/2147] lr: 4.242e-02, eta: 3 days, 4:41:48, time: 1.412, data_time: 0.006, memory: 16628, top1_acc: 0.4719, top5_acc: 0.7063, loss_cls: 2.3384, loss: 2.3384, grad_norm: 2.8505 2021-01-26 12:06:50,352 - mmaction - INFO - Epoch [179][1920/2147] lr: 4.242e-02, eta: 3 days, 4:41:13, time: 1.478, data_time: 0.003, memory: 16628, top1_acc: 0.4679, top5_acc: 0.7098, loss_cls: 2.3793, loss: 2.3793, grad_norm: 2.9379 2021-01-26 12:07:21,381 - mmaction - INFO - Epoch [179][1940/2147] lr: 4.242e-02, eta: 3 days, 4:40:39, time: 1.550, data_time: 0.003, memory: 16628, top1_acc: 0.4665, top5_acc: 0.7121, loss_cls: 2.3539, loss: 2.3539, grad_norm: 2.9128 2021-01-26 12:07:50,323 - mmaction - INFO - Epoch [179][1960/2147] lr: 4.242e-02, eta: 3 days, 4:40:04, time: 1.450, data_time: 0.006, memory: 16628, top1_acc: 0.4705, top5_acc: 0.7063, loss_cls: 2.3185, loss: 2.3185, grad_norm: 2.8926 2021-01-26 12:08:18,862 - mmaction - INFO - Epoch [179][1980/2147] lr: 4.242e-02, eta: 3 days, 4:39:28, time: 1.428, data_time: 0.006, memory: 16628, top1_acc: 0.4638, top5_acc: 0.7049, loss_cls: 2.3861, loss: 2.3861, grad_norm: 2.8800 2021-01-26 12:08:48,297 - mmaction - INFO - Epoch [179][2000/2147] lr: 4.242e-02, eta: 3 days, 4:38:53, time: 1.468, data_time: 0.003, memory: 16628, top1_acc: 0.4799, top5_acc: 0.7116, loss_cls: 2.3142, loss: 2.3142, grad_norm: 2.8582 2021-01-26 12:09:17,274 - mmaction - INFO - Epoch [179][2020/2147] lr: 4.242e-02, eta: 3 days, 4:38:18, time: 1.447, data_time: 0.006, memory: 16628, top1_acc: 0.4759, top5_acc: 0.7036, loss_cls: 2.2967, loss: 2.2967, grad_norm: 2.8561 2021-01-26 12:09:46,012 - mmaction - INFO - Epoch [179][2040/2147] lr: 4.242e-02, eta: 3 days, 4:37:43, time: 1.442, data_time: 0.007, memory: 16628, top1_acc: 0.4625, top5_acc: 0.6937, loss_cls: 2.3999, loss: 2.3999, grad_norm: 2.9383 2021-01-26 12:10:14,521 - mmaction - INFO - Epoch [179][2060/2147] lr: 4.242e-02, eta: 3 days, 4:37:07, time: 1.426, data_time: 0.002, memory: 16628, top1_acc: 0.4848, top5_acc: 0.7286, loss_cls: 2.2644, loss: 2.2644, grad_norm: 2.9041 2021-01-26 12:10:43,771 - mmaction - INFO - Epoch [179][2080/2147] lr: 4.242e-02, eta: 3 days, 4:36:32, time: 1.459, data_time: 0.007, memory: 16628, top1_acc: 0.4607, top5_acc: 0.7094, loss_cls: 2.3449, loss: 2.3449, grad_norm: 2.9614 2021-01-26 12:11:12,198 - mmaction - INFO - Epoch [179][2100/2147] lr: 4.242e-02, eta: 3 days, 4:35:57, time: 1.425, data_time: 0.005, memory: 16628, top1_acc: 0.4603, top5_acc: 0.7129, loss_cls: 2.3947, loss: 2.3947, grad_norm: 2.9036 2021-01-26 12:11:50,618 - mmaction - INFO - Epoch [179][2120/2147] lr: 4.242e-02, eta: 3 days, 4:35:25, time: 1.920, data_time: 0.004, memory: 16628, top1_acc: 0.4746, top5_acc: 0.7045, loss_cls: 2.3344, loss: 2.3344, grad_norm: 2.9005 2021-01-26 12:12:25,183 - mmaction - INFO - Epoch [179][2140/2147] lr: 4.242e-02, eta: 3 days, 4:34:53, time: 1.728, data_time: 0.003, memory: 16628, top1_acc: 0.4768, top5_acc: 0.7161, loss_cls: 2.2925, loss: 2.2925, grad_norm: 2.9499 2021-01-26 12:18:37,061 - mmaction - INFO - Epoch [180][20/2147] lr: 4.142e-02, eta: 3 days, 4:36:15, time: 17.073, data_time: 15.488, memory: 16628, top1_acc: 0.4857, top5_acc: 0.7375, loss_cls: 2.1961, loss: 2.1961, grad_norm: 2.8212 2021-01-26 12:19:07,955 - mmaction - INFO - Epoch [180][40/2147] lr: 4.142e-02, eta: 3 days, 4:35:41, time: 1.551, data_time: 0.017, memory: 16628, top1_acc: 0.5040, top5_acc: 0.7183, loss_cls: 2.2308, loss: 2.2308, grad_norm: 2.9086 2021-01-26 12:19:37,868 - mmaction - INFO - Epoch [180][60/2147] lr: 4.142e-02, eta: 3 days, 4:35:06, time: 1.496, data_time: 0.003, memory: 16628, top1_acc: 0.5076, top5_acc: 0.7250, loss_cls: 2.2204, loss: 2.2204, grad_norm: 2.9256 2021-01-26 12:20:08,451 - mmaction - INFO - Epoch [180][80/2147] lr: 4.142e-02, eta: 3 days, 4:34:31, time: 1.527, data_time: 0.002, memory: 16628, top1_acc: 0.4888, top5_acc: 0.7214, loss_cls: 2.2548, loss: 2.2548, grad_norm: 2.9763 2021-01-26 12:20:38,629 - mmaction - INFO - Epoch [180][100/2147] lr: 4.142e-02, eta: 3 days, 4:33:57, time: 1.508, data_time: 0.008, memory: 16628, top1_acc: 0.4598, top5_acc: 0.7071, loss_cls: 2.3833, loss: 2.3833, grad_norm: 3.0037 2021-01-26 12:21:09,422 - mmaction - INFO - Epoch [180][120/2147] lr: 4.142e-02, eta: 3 days, 4:33:22, time: 1.536, data_time: 0.004, memory: 16628, top1_acc: 0.4960, top5_acc: 0.7299, loss_cls: 2.2224, loss: 2.2224, grad_norm: 2.9231 2021-01-26 12:21:38,667 - mmaction - INFO - Epoch [180][140/2147] lr: 4.142e-02, eta: 3 days, 4:32:47, time: 1.468, data_time: 0.009, memory: 16628, top1_acc: 0.4933, top5_acc: 0.7156, loss_cls: 2.2748, loss: 2.2748, grad_norm: 2.8672 2021-01-26 12:22:06,987 - mmaction - INFO - Epoch [180][160/2147] lr: 4.142e-02, eta: 3 days, 4:32:11, time: 1.416, data_time: 0.003, memory: 16628, top1_acc: 0.4683, top5_acc: 0.7156, loss_cls: 2.2997, loss: 2.2997, grad_norm: 2.9033 2021-01-26 12:22:35,232 - mmaction - INFO - Epoch [180][180/2147] lr: 4.142e-02, eta: 3 days, 4:31:36, time: 1.412, data_time: 0.001, memory: 16628, top1_acc: 0.4884, top5_acc: 0.7040, loss_cls: 2.3252, loss: 2.3252, grad_norm: 2.9420 2021-01-26 12:23:03,847 - mmaction - INFO - Epoch [180][200/2147] lr: 4.142e-02, eta: 3 days, 4:31:00, time: 1.431, data_time: 0.005, memory: 16628, top1_acc: 0.4844, top5_acc: 0.7054, loss_cls: 2.3075, loss: 2.3075, grad_norm: 2.9305 2021-01-26 12:23:33,736 - mmaction - INFO - Epoch [180][220/2147] lr: 4.142e-02, eta: 3 days, 4:30:26, time: 1.494, data_time: 0.003, memory: 16628, top1_acc: 0.4652, top5_acc: 0.7058, loss_cls: 2.3400, loss: 2.3400, grad_norm: 2.9255 2021-01-26 12:24:02,565 - mmaction - INFO - Epoch [180][240/2147] lr: 4.142e-02, eta: 3 days, 4:29:50, time: 1.442, data_time: 0.002, memory: 16628, top1_acc: 0.4714, top5_acc: 0.7223, loss_cls: 2.2840, loss: 2.2840, grad_norm: 2.9402 2021-01-26 12:24:30,609 - mmaction - INFO - Epoch [180][260/2147] lr: 4.142e-02, eta: 3 days, 4:29:15, time: 1.402, data_time: 0.000, memory: 16628, top1_acc: 0.4741, top5_acc: 0.7134, loss_cls: 2.3036, loss: 2.3036, grad_norm: 2.9381 2021-01-26 12:24:59,566 - mmaction - INFO - Epoch [180][280/2147] lr: 4.142e-02, eta: 3 days, 4:28:39, time: 1.447, data_time: 0.007, memory: 16628, top1_acc: 0.5121, top5_acc: 0.7299, loss_cls: 2.1881, loss: 2.1881, grad_norm: 2.8571 2021-01-26 12:25:27,909 - mmaction - INFO - Epoch [180][300/2147] lr: 4.142e-02, eta: 3 days, 4:28:04, time: 1.417, data_time: 0.004, memory: 16628, top1_acc: 0.5045, top5_acc: 0.7433, loss_cls: 2.1778, loss: 2.1778, grad_norm: 2.9361 2021-01-26 12:25:56,688 - mmaction - INFO - Epoch [180][320/2147] lr: 4.142e-02, eta: 3 days, 4:27:28, time: 1.427, data_time: 0.005, memory: 16628, top1_acc: 0.4719, top5_acc: 0.7054, loss_cls: 2.3115, loss: 2.3115, grad_norm: 3.0031 2021-01-26 12:26:26,513 - mmaction - INFO - Epoch [180][340/2147] lr: 4.142e-02, eta: 3 days, 4:26:54, time: 1.504, data_time: 0.013, memory: 16628, top1_acc: 0.4692, top5_acc: 0.7067, loss_cls: 2.3416, loss: 2.3416, grad_norm: 2.9668 2021-01-26 12:26:58,550 - mmaction - INFO - Epoch [180][360/2147] lr: 4.142e-02, eta: 3 days, 4:26:20, time: 1.601, data_time: 0.005, memory: 16628, top1_acc: 0.4687, top5_acc: 0.7165, loss_cls: 2.2651, loss: 2.2651, grad_norm: 2.9822 2021-01-26 12:27:28,726 - mmaction - INFO - Epoch [180][380/2147] lr: 4.142e-02, eta: 3 days, 4:25:45, time: 1.507, data_time: 0.011, memory: 16628, top1_acc: 0.4754, top5_acc: 0.7170, loss_cls: 2.3181, loss: 2.3181, grad_norm: 2.9277 2021-01-26 12:28:03,701 - mmaction - INFO - Epoch [180][400/2147] lr: 4.142e-02, eta: 3 days, 4:25:12, time: 1.744, data_time: 0.006, memory: 16628, top1_acc: 0.4826, top5_acc: 0.7228, loss_cls: 2.2612, loss: 2.2612, grad_norm: 2.9281 2021-01-26 12:28:32,958 - mmaction - INFO - Epoch [180][420/2147] lr: 4.142e-02, eta: 3 days, 4:24:37, time: 1.466, data_time: 0.010, memory: 16628, top1_acc: 0.4701, top5_acc: 0.7125, loss_cls: 2.3101, loss: 2.3101, grad_norm: 2.9164 2021-01-26 12:29:02,078 - mmaction - INFO - Epoch [180][440/2147] lr: 4.142e-02, eta: 3 days, 4:24:02, time: 1.460, data_time: 0.006, memory: 16628, top1_acc: 0.4786, top5_acc: 0.7268, loss_cls: 2.2732, loss: 2.2732, grad_norm: 2.9181 2021-01-26 12:29:30,728 - mmaction - INFO - Epoch [180][460/2147] lr: 4.142e-02, eta: 3 days, 4:23:27, time: 1.429, data_time: 0.002, memory: 16628, top1_acc: 0.4710, top5_acc: 0.7286, loss_cls: 2.2551, loss: 2.2551, grad_norm: 2.8988 2021-01-26 12:29:59,263 - mmaction - INFO - Epoch [180][480/2147] lr: 4.142e-02, eta: 3 days, 4:22:51, time: 1.430, data_time: 0.005, memory: 16628, top1_acc: 0.4723, top5_acc: 0.7094, loss_cls: 2.2824, loss: 2.2824, grad_norm: 2.8954 2021-01-26 12:30:31,073 - mmaction - INFO - Epoch [180][500/2147] lr: 4.142e-02, eta: 3 days, 4:22:17, time: 1.587, data_time: 0.007, memory: 16628, top1_acc: 0.4973, top5_acc: 0.7259, loss_cls: 2.1982, loss: 2.1982, grad_norm: 2.8901 2021-01-26 12:30:59,175 - mmaction - INFO - Epoch [180][520/2147] lr: 4.142e-02, eta: 3 days, 4:21:42, time: 1.408, data_time: 0.005, memory: 16628, top1_acc: 0.4781, top5_acc: 0.7210, loss_cls: 2.2520, loss: 2.2520, grad_norm: 2.9413 2021-01-26 12:31:29,734 - mmaction - INFO - Epoch [180][540/2147] lr: 4.142e-02, eta: 3 days, 4:21:07, time: 1.525, data_time: 0.003, memory: 16628, top1_acc: 0.4674, top5_acc: 0.7134, loss_cls: 2.2963, loss: 2.2963, grad_norm: 2.9449 2021-01-26 12:32:02,475 - mmaction - INFO - Epoch [180][560/2147] lr: 4.142e-02, eta: 3 days, 4:20:33, time: 1.640, data_time: 0.005, memory: 16628, top1_acc: 0.4487, top5_acc: 0.6964, loss_cls: 2.3980, loss: 2.3980, grad_norm: 2.9944 2021-01-26 12:32:32,518 - mmaction - INFO - Epoch [180][580/2147] lr: 4.142e-02, eta: 3 days, 4:19:59, time: 1.502, data_time: 0.004, memory: 16628, top1_acc: 0.4571, top5_acc: 0.7103, loss_cls: 2.3605, loss: 2.3605, grad_norm: 3.0390 2021-01-26 12:33:01,087 - mmaction - INFO - Epoch [180][600/2147] lr: 4.142e-02, eta: 3 days, 4:19:23, time: 1.428, data_time: 0.001, memory: 16628, top1_acc: 0.4719, top5_acc: 0.7205, loss_cls: 2.2765, loss: 2.2765, grad_norm: 2.9874 2021-01-26 12:33:29,427 - mmaction - INFO - Epoch [180][620/2147] lr: 4.142e-02, eta: 3 days, 4:18:48, time: 1.415, data_time: 0.003, memory: 16628, top1_acc: 0.4621, top5_acc: 0.7103, loss_cls: 2.3588, loss: 2.3588, grad_norm: 2.9440 2021-01-26 12:33:59,074 - mmaction - INFO - Epoch [180][640/2147] lr: 4.142e-02, eta: 3 days, 4:18:13, time: 1.482, data_time: 0.004, memory: 16628, top1_acc: 0.4567, top5_acc: 0.7071, loss_cls: 2.3359, loss: 2.3359, grad_norm: 2.9409 2021-01-26 12:34:27,858 - mmaction - INFO - Epoch [180][660/2147] lr: 4.142e-02, eta: 3 days, 4:17:37, time: 1.440, data_time: 0.006, memory: 16628, top1_acc: 0.5071, top5_acc: 0.7353, loss_cls: 2.1816, loss: 2.1816, grad_norm: 2.9189 2021-01-26 12:35:01,751 - mmaction - INFO - Epoch [180][680/2147] lr: 4.142e-02, eta: 3 days, 4:17:04, time: 1.676, data_time: 0.008, memory: 16628, top1_acc: 0.4781, top5_acc: 0.7076, loss_cls: 2.3065, loss: 2.3065, grad_norm: 2.9828 2021-01-26 12:35:32,718 - mmaction - INFO - Epoch [180][700/2147] lr: 4.142e-02, eta: 3 days, 4:16:30, time: 1.562, data_time: 0.025, memory: 16628, top1_acc: 0.5009, top5_acc: 0.7268, loss_cls: 2.2054, loss: 2.2054, grad_norm: 2.9251 2021-01-26 12:36:02,341 - mmaction - INFO - Epoch [180][720/2147] lr: 4.142e-02, eta: 3 days, 4:15:55, time: 1.485, data_time: 0.017, memory: 16628, top1_acc: 0.4777, top5_acc: 0.7107, loss_cls: 2.2974, loss: 2.2974, grad_norm: 2.9701 2021-01-26 12:36:32,600 - mmaction - INFO - Epoch [180][740/2147] lr: 4.142e-02, eta: 3 days, 4:15:20, time: 1.515, data_time: 0.009, memory: 16628, top1_acc: 0.4772, top5_acc: 0.7143, loss_cls: 2.3203, loss: 2.3203, grad_norm: 2.9051 2021-01-26 12:37:03,633 - mmaction - INFO - Epoch [180][760/2147] lr: 4.142e-02, eta: 3 days, 4:14:46, time: 1.549, data_time: 0.078, memory: 16628, top1_acc: 0.4768, top5_acc: 0.7196, loss_cls: 2.2961, loss: 2.2961, grad_norm: 2.9137 2021-01-26 12:37:35,259 - mmaction - INFO - Epoch [180][780/2147] lr: 4.142e-02, eta: 3 days, 4:14:12, time: 1.577, data_time: 0.004, memory: 16628, top1_acc: 0.4951, top5_acc: 0.7165, loss_cls: 2.2614, loss: 2.2614, grad_norm: 2.8422 2021-01-26 12:38:07,951 - mmaction - INFO - Epoch [180][800/2147] lr: 4.142e-02, eta: 3 days, 4:13:38, time: 1.642, data_time: 0.011, memory: 16628, top1_acc: 0.4701, top5_acc: 0.7040, loss_cls: 2.3939, loss: 2.3939, grad_norm: 3.0280 2021-01-26 12:38:37,153 - mmaction - INFO - Epoch [180][820/2147] lr: 4.142e-02, eta: 3 days, 4:13:03, time: 1.460, data_time: 0.001, memory: 16628, top1_acc: 0.4554, top5_acc: 0.7188, loss_cls: 2.3253, loss: 2.3253, grad_norm: 2.9861 2021-01-26 12:39:09,965 - mmaction - INFO - Epoch [180][840/2147] lr: 4.142e-02, eta: 3 days, 4:12:29, time: 1.639, data_time: 0.002, memory: 16628, top1_acc: 0.4817, top5_acc: 0.7143, loss_cls: 2.3334, loss: 2.3334, grad_norm: 2.9765 2021-01-26 12:39:43,308 - mmaction - INFO - Epoch [180][860/2147] lr: 4.142e-02, eta: 3 days, 4:11:56, time: 1.669, data_time: 0.005, memory: 16628, top1_acc: 0.4853, top5_acc: 0.7049, loss_cls: 2.2962, loss: 2.2962, grad_norm: 2.9000 2021-01-26 12:40:13,740 - mmaction - INFO - Epoch [180][880/2147] lr: 4.142e-02, eta: 3 days, 4:11:21, time: 1.510, data_time: 0.002, memory: 16628, top1_acc: 0.4679, top5_acc: 0.7094, loss_cls: 2.3367, loss: 2.3367, grad_norm: 2.9332 2021-01-26 12:40:44,579 - mmaction - INFO - Epoch [180][900/2147] lr: 4.142e-02, eta: 3 days, 4:10:47, time: 1.552, data_time: 0.012, memory: 16628, top1_acc: 0.4683, top5_acc: 0.7170, loss_cls: 2.3042, loss: 2.3042, grad_norm: 2.9365 2021-01-26 12:41:14,708 - mmaction - INFO - Epoch [180][920/2147] lr: 4.142e-02, eta: 3 days, 4:10:12, time: 1.508, data_time: 0.006, memory: 16628, top1_acc: 0.4799, top5_acc: 0.7174, loss_cls: 2.2935, loss: 2.2935, grad_norm: 2.9781 2021-01-26 12:41:51,499 - mmaction - INFO - Epoch [180][940/2147] lr: 4.142e-02, eta: 3 days, 4:09:40, time: 1.831, data_time: 0.004, memory: 16628, top1_acc: 0.4607, top5_acc: 0.7152, loss_cls: 2.3052, loss: 2.3052, grad_norm: 3.0251 2021-01-26 12:42:26,229 - mmaction - INFO - Epoch [180][960/2147] lr: 4.142e-02, eta: 3 days, 4:09:07, time: 1.735, data_time: 0.021, memory: 16628, top1_acc: 0.4661, top5_acc: 0.7228, loss_cls: 2.3191, loss: 2.3191, grad_norm: 2.8966 2021-01-26 12:42:58,664 - mmaction - INFO - Epoch [180][980/2147] lr: 4.142e-02, eta: 3 days, 4:08:34, time: 1.609, data_time: 0.018, memory: 16628, top1_acc: 0.4719, top5_acc: 0.7161, loss_cls: 2.3026, loss: 2.3026, grad_norm: 2.8851 2021-01-26 12:43:29,501 - mmaction - INFO - Epoch [180][1000/2147] lr: 4.142e-02, eta: 3 days, 4:07:59, time: 1.566, data_time: 0.026, memory: 16628, top1_acc: 0.4866, top5_acc: 0.7192, loss_cls: 2.2584, loss: 2.2584, grad_norm: 2.8801 2021-01-26 12:43:58,756 - mmaction - INFO - Epoch [180][1020/2147] lr: 4.142e-02, eta: 3 days, 4:07:24, time: 1.461, data_time: 0.007, memory: 16628, top1_acc: 0.4696, top5_acc: 0.7129, loss_cls: 2.2909, loss: 2.2909, grad_norm: 2.8811 2021-01-26 12:44:29,007 - mmaction - INFO - Epoch [180][1040/2147] lr: 4.142e-02, eta: 3 days, 4:06:50, time: 1.510, data_time: 0.007, memory: 16628, top1_acc: 0.4781, top5_acc: 0.7223, loss_cls: 2.2957, loss: 2.2957, grad_norm: 2.8431 2021-01-26 12:44:57,667 - mmaction - INFO - Epoch [180][1060/2147] lr: 4.142e-02, eta: 3 days, 4:06:14, time: 1.435, data_time: 0.015, memory: 16628, top1_acc: 0.4696, top5_acc: 0.7054, loss_cls: 2.3270, loss: 2.3270, grad_norm: 2.8805 2021-01-26 12:45:26,482 - mmaction - INFO - Epoch [180][1080/2147] lr: 4.142e-02, eta: 3 days, 4:05:39, time: 1.441, data_time: 0.003, memory: 16628, top1_acc: 0.4808, top5_acc: 0.7317, loss_cls: 2.2772, loss: 2.2772, grad_norm: 2.9188 2021-01-26 12:45:56,905 - mmaction - INFO - Epoch [180][1100/2147] lr: 4.142e-02, eta: 3 days, 4:05:04, time: 1.522, data_time: 0.008, memory: 16628, top1_acc: 0.4853, top5_acc: 0.7259, loss_cls: 2.2285, loss: 2.2285, grad_norm: 2.9063 2021-01-26 12:46:29,694 - mmaction - INFO - Epoch [180][1120/2147] lr: 4.142e-02, eta: 3 days, 4:04:30, time: 1.601, data_time: 0.002, memory: 16628, top1_acc: 0.4871, top5_acc: 0.7170, loss_cls: 2.2769, loss: 2.2769, grad_norm: 2.9154 2021-01-26 12:47:09,681 - mmaction - INFO - Epoch [180][1140/2147] lr: 4.142e-02, eta: 3 days, 4:04:00, time: 2.026, data_time: 0.048, memory: 16628, top1_acc: 0.4728, top5_acc: 0.7161, loss_cls: 2.3148, loss: 2.3148, grad_norm: 2.9812 2021-01-26 12:47:38,022 - mmaction - INFO - Epoch [180][1160/2147] lr: 4.142e-02, eta: 3 days, 4:03:25, time: 1.428, data_time: 0.013, memory: 16628, top1_acc: 0.4594, top5_acc: 0.7250, loss_cls: 2.3129, loss: 2.3129, grad_norm: 3.0423 2021-01-26 12:48:14,461 - mmaction - INFO - Epoch [180][1180/2147] lr: 4.142e-02, eta: 3 days, 4:02:53, time: 1.820, data_time: 0.012, memory: 16628, top1_acc: 0.4585, top5_acc: 0.6973, loss_cls: 2.3942, loss: 2.3942, grad_norm: 3.0824 2021-01-26 12:48:45,363 - mmaction - INFO - Epoch [180][1200/2147] lr: 4.142e-02, eta: 3 days, 4:02:18, time: 1.545, data_time: 0.011, memory: 16628, top1_acc: 0.4598, top5_acc: 0.7103, loss_cls: 2.3380, loss: 2.3380, grad_norm: 2.9367 2021-01-26 12:49:14,204 - mmaction - INFO - Epoch [180][1220/2147] lr: 4.142e-02, eta: 3 days, 4:01:43, time: 1.443, data_time: 0.004, memory: 16628, top1_acc: 0.4741, top5_acc: 0.7094, loss_cls: 2.3174, loss: 2.3174, grad_norm: 2.9999 2021-01-26 12:49:45,328 - mmaction - INFO - Epoch [180][1240/2147] lr: 4.142e-02, eta: 3 days, 4:01:09, time: 1.557, data_time: 0.008, memory: 16628, top1_acc: 0.4674, top5_acc: 0.6978, loss_cls: 2.3891, loss: 2.3891, grad_norm: 2.9862 2021-01-26 12:50:18,260 - mmaction - INFO - Epoch [180][1260/2147] lr: 4.142e-02, eta: 3 days, 4:00:35, time: 1.639, data_time: 0.002, memory: 16628, top1_acc: 0.4723, top5_acc: 0.7125, loss_cls: 2.3345, loss: 2.3345, grad_norm: 2.9653 2021-01-26 12:50:48,225 - mmaction - INFO - Epoch [180][1280/2147] lr: 4.142e-02, eta: 3 days, 4:00:00, time: 1.507, data_time: 0.011, memory: 16628, top1_acc: 0.4705, top5_acc: 0.7174, loss_cls: 2.2829, loss: 2.2829, grad_norm: 2.9068 2021-01-26 12:51:16,987 - mmaction - INFO - Epoch [180][1300/2147] lr: 4.142e-02, eta: 3 days, 3:59:25, time: 1.438, data_time: 0.004, memory: 16628, top1_acc: 0.4688, top5_acc: 0.7205, loss_cls: 2.2824, loss: 2.2824, grad_norm: 2.9021 2021-01-26 12:51:58,142 - mmaction - INFO - Epoch [180][1320/2147] lr: 4.142e-02, eta: 3 days, 3:58:55, time: 2.052, data_time: 0.011, memory: 16628, top1_acc: 0.4728, top5_acc: 0.7134, loss_cls: 2.3171, loss: 2.3171, grad_norm: 2.8890 2021-01-26 12:52:34,917 - mmaction - INFO - Epoch [180][1340/2147] lr: 4.142e-02, eta: 3 days, 3:58:23, time: 1.832, data_time: 0.011, memory: 16628, top1_acc: 0.4500, top5_acc: 0.7022, loss_cls: 2.4017, loss: 2.4017, grad_norm: 2.9578 2021-01-26 12:53:05,386 - mmaction - INFO - Epoch [180][1360/2147] lr: 4.142e-02, eta: 3 days, 3:57:48, time: 1.529, data_time: 0.019, memory: 16628, top1_acc: 0.4790, top5_acc: 0.7210, loss_cls: 2.2843, loss: 2.2843, grad_norm: 2.8953 2021-01-26 12:53:37,575 - mmaction - INFO - Epoch [180][1380/2147] lr: 4.142e-02, eta: 3 days, 3:57:15, time: 1.615, data_time: 0.014, memory: 16628, top1_acc: 0.4683, top5_acc: 0.7138, loss_cls: 2.3200, loss: 2.3200, grad_norm: 2.9618 2021-01-26 12:54:07,162 - mmaction - INFO - Epoch [180][1400/2147] lr: 4.142e-02, eta: 3 days, 3:56:40, time: 1.478, data_time: 0.004, memory: 16628, top1_acc: 0.4848, top5_acc: 0.7196, loss_cls: 2.2856, loss: 2.2856, grad_norm: 2.9662 2021-01-26 12:54:36,000 - mmaction - INFO - Epoch [180][1420/2147] lr: 4.142e-02, eta: 3 days, 3:56:04, time: 1.442, data_time: 0.004, memory: 16628, top1_acc: 0.4732, top5_acc: 0.7281, loss_cls: 2.3063, loss: 2.3063, grad_norm: 2.9974 2021-01-26 12:55:04,509 - mmaction - INFO - Epoch [180][1440/2147] lr: 4.142e-02, eta: 3 days, 3:55:29, time: 1.425, data_time: 0.006, memory: 16628, top1_acc: 0.4799, top5_acc: 0.7205, loss_cls: 2.2928, loss: 2.2928, grad_norm: 2.9869 2021-01-26 12:55:35,583 - mmaction - INFO - Epoch [180][1460/2147] lr: 4.142e-02, eta: 3 days, 3:54:55, time: 1.556, data_time: 0.005, memory: 16628, top1_acc: 0.4652, top5_acc: 0.7071, loss_cls: 2.3557, loss: 2.3557, grad_norm: 3.0081 2021-01-26 12:56:04,308 - mmaction - INFO - Epoch [180][1480/2147] lr: 4.142e-02, eta: 3 days, 3:54:19, time: 1.436, data_time: 0.004, memory: 16628, top1_acc: 0.4732, top5_acc: 0.7170, loss_cls: 2.3254, loss: 2.3254, grad_norm: 3.0075 2021-01-26 12:56:32,812 - mmaction - INFO - Epoch [180][1500/2147] lr: 4.142e-02, eta: 3 days, 3:53:44, time: 1.424, data_time: 0.008, memory: 16628, top1_acc: 0.4567, top5_acc: 0.7000, loss_cls: 2.3889, loss: 2.3889, grad_norm: 3.0211 2021-01-26 12:57:08,983 - mmaction - INFO - Epoch [180][1520/2147] lr: 4.142e-02, eta: 3 days, 3:53:12, time: 1.809, data_time: 0.075, memory: 16628, top1_acc: 0.4656, top5_acc: 0.7161, loss_cls: 2.3187, loss: 2.3187, grad_norm: 2.9827 2021-01-26 12:57:38,651 - mmaction - INFO - Epoch [180][1540/2147] lr: 4.142e-02, eta: 3 days, 3:52:37, time: 1.484, data_time: 0.004, memory: 16628, top1_acc: 0.4911, top5_acc: 0.7308, loss_cls: 2.2498, loss: 2.2498, grad_norm: 2.8268 2021-01-26 12:58:13,287 - mmaction - INFO - Epoch [180][1560/2147] lr: 4.142e-02, eta: 3 days, 3:52:04, time: 1.726, data_time: 0.001, memory: 16628, top1_acc: 0.4719, top5_acc: 0.7134, loss_cls: 2.3389, loss: 2.3389, grad_norm: 2.9440 2021-01-26 12:58:47,638 - mmaction - INFO - Epoch [180][1580/2147] lr: 4.142e-02, eta: 3 days, 3:51:31, time: 1.719, data_time: 0.016, memory: 16628, top1_acc: 0.4777, top5_acc: 0.7210, loss_cls: 2.3248, loss: 2.3248, grad_norm: 2.9433 2021-01-26 12:59:16,189 - mmaction - INFO - Epoch [180][1600/2147] lr: 4.142e-02, eta: 3 days, 3:50:56, time: 1.429, data_time: 0.007, memory: 16628, top1_acc: 0.4746, top5_acc: 0.7143, loss_cls: 2.3157, loss: 2.3157, grad_norm: 2.9353 2021-01-26 12:59:50,329 - mmaction - INFO - Epoch [180][1620/2147] lr: 4.142e-02, eta: 3 days, 3:50:23, time: 1.704, data_time: 0.008, memory: 16628, top1_acc: 0.4625, top5_acc: 0.7170, loss_cls: 2.3236, loss: 2.3236, grad_norm: 2.9368 2021-01-26 13:00:18,927 - mmaction - INFO - Epoch [180][1640/2147] lr: 4.142e-02, eta: 3 days, 3:49:47, time: 1.436, data_time: 0.009, memory: 16628, top1_acc: 0.4812, top5_acc: 0.7183, loss_cls: 2.2790, loss: 2.2790, grad_norm: 2.8690 2021-01-26 13:00:49,385 - mmaction - INFO - Epoch [180][1660/2147] lr: 4.142e-02, eta: 3 days, 3:49:13, time: 1.523, data_time: 0.007, memory: 16628, top1_acc: 0.4768, top5_acc: 0.7036, loss_cls: 2.3322, loss: 2.3322, grad_norm: 2.8980 2021-01-26 13:01:18,871 - mmaction - INFO - Epoch [180][1680/2147] lr: 4.142e-02, eta: 3 days, 3:48:38, time: 1.472, data_time: 0.002, memory: 16628, top1_acc: 0.4696, top5_acc: 0.7107, loss_cls: 2.3055, loss: 2.3055, grad_norm: 2.9399 2021-01-26 13:01:49,253 - mmaction - INFO - Epoch [180][1700/2147] lr: 4.142e-02, eta: 3 days, 3:48:03, time: 1.516, data_time: 0.003, memory: 16628, top1_acc: 0.4777, top5_acc: 0.7246, loss_cls: 2.2691, loss: 2.2691, grad_norm: 2.9501 2021-01-26 13:02:19,884 - mmaction - INFO - Epoch [180][1720/2147] lr: 4.142e-02, eta: 3 days, 3:47:28, time: 1.536, data_time: 0.009, memory: 16628, top1_acc: 0.4679, top5_acc: 0.7147, loss_cls: 2.3338, loss: 2.3338, grad_norm: 2.9898 2021-01-26 13:02:55,183 - mmaction - INFO - Epoch [180][1740/2147] lr: 4.142e-02, eta: 3 days, 3:46:56, time: 1.758, data_time: 0.005, memory: 16628, top1_acc: 0.4567, top5_acc: 0.7143, loss_cls: 2.3508, loss: 2.3508, grad_norm: 2.9661 2021-01-26 13:03:23,886 - mmaction - INFO - Epoch [180][1760/2147] lr: 4.142e-02, eta: 3 days, 3:46:21, time: 1.434, data_time: 0.009, memory: 16628, top1_acc: 0.4826, top5_acc: 0.7121, loss_cls: 2.3134, loss: 2.3134, grad_norm: 2.9507 2021-01-26 13:03:55,007 - mmaction - INFO - Epoch [180][1780/2147] lr: 4.142e-02, eta: 3 days, 3:45:46, time: 1.549, data_time: 0.013, memory: 16628, top1_acc: 0.4879, top5_acc: 0.7299, loss_cls: 2.2143, loss: 2.2143, grad_norm: 2.9446 2021-01-26 13:04:28,664 - mmaction - INFO - Epoch [180][1800/2147] lr: 4.142e-02, eta: 3 days, 3:45:13, time: 1.698, data_time: 0.035, memory: 16628, top1_acc: 0.4701, top5_acc: 0.7063, loss_cls: 2.2868, loss: 2.2868, grad_norm: 2.9754 2021-01-26 13:04:56,954 - mmaction - INFO - Epoch [180][1820/2147] lr: 4.142e-02, eta: 3 days, 3:44:38, time: 1.414, data_time: 0.004, memory: 16628, top1_acc: 0.4647, top5_acc: 0.7187, loss_cls: 2.3374, loss: 2.3374, grad_norm: 3.0027 2021-01-26 13:05:26,512 - mmaction - INFO - Epoch [180][1840/2147] lr: 4.142e-02, eta: 3 days, 3:44:03, time: 1.476, data_time: 0.007, memory: 16628, top1_acc: 0.4576, top5_acc: 0.7036, loss_cls: 2.3336, loss: 2.3336, grad_norm: 2.9460 2021-01-26 13:05:57,719 - mmaction - INFO - Epoch [180][1860/2147] lr: 4.142e-02, eta: 3 days, 3:43:28, time: 1.562, data_time: 0.017, memory: 16628, top1_acc: 0.4839, top5_acc: 0.7272, loss_cls: 2.2544, loss: 2.2544, grad_norm: 2.9791 2021-01-26 13:06:26,348 - mmaction - INFO - Epoch [180][1880/2147] lr: 4.142e-02, eta: 3 days, 3:42:53, time: 1.431, data_time: 0.003, memory: 16628, top1_acc: 0.4763, top5_acc: 0.7223, loss_cls: 2.2966, loss: 2.2966, grad_norm: 2.9452 2021-01-26 13:06:56,601 - mmaction - INFO - Epoch [180][1900/2147] lr: 4.142e-02, eta: 3 days, 3:42:18, time: 1.511, data_time: 0.003, memory: 16628, top1_acc: 0.4737, top5_acc: 0.7237, loss_cls: 2.2878, loss: 2.2878, grad_norm: 2.9282 2021-01-26 13:07:26,040 - mmaction - INFO - Epoch [180][1920/2147] lr: 4.142e-02, eta: 3 days, 3:41:43, time: 1.465, data_time: 0.008, memory: 16628, top1_acc: 0.4804, top5_acc: 0.7152, loss_cls: 2.3020, loss: 2.3020, grad_norm: 2.9472 2021-01-26 13:07:54,699 - mmaction - INFO - Epoch [180][1940/2147] lr: 4.142e-02, eta: 3 days, 3:41:08, time: 1.441, data_time: 0.015, memory: 16628, top1_acc: 0.4857, top5_acc: 0.7254, loss_cls: 2.2619, loss: 2.2619, grad_norm: 2.9513 2021-01-26 13:08:22,880 - mmaction - INFO - Epoch [180][1960/2147] lr: 4.142e-02, eta: 3 days, 3:40:32, time: 1.409, data_time: 0.003, memory: 16628, top1_acc: 0.4429, top5_acc: 0.7121, loss_cls: 2.4035, loss: 2.4035, grad_norm: 3.0359 2021-01-26 13:08:51,341 - mmaction - INFO - Epoch [180][1980/2147] lr: 4.142e-02, eta: 3 days, 3:39:57, time: 1.421, data_time: 0.005, memory: 16628, top1_acc: 0.4688, top5_acc: 0.7085, loss_cls: 2.3599, loss: 2.3599, grad_norm: 3.0051 2021-01-26 13:09:21,022 - mmaction - INFO - Epoch [180][2000/2147] lr: 4.142e-02, eta: 3 days, 3:39:22, time: 1.485, data_time: 0.007, memory: 16628, top1_acc: 0.4786, top5_acc: 0.7205, loss_cls: 2.2900, loss: 2.2900, grad_norm: 2.9206 2021-01-26 13:09:50,020 - mmaction - INFO - Epoch [180][2020/2147] lr: 4.142e-02, eta: 3 days, 3:38:47, time: 1.450, data_time: 0.004, memory: 16628, top1_acc: 0.4750, top5_acc: 0.7125, loss_cls: 2.2764, loss: 2.2764, grad_norm: 2.9318 2021-01-26 13:10:22,862 - mmaction - INFO - Epoch [180][2040/2147] lr: 4.142e-02, eta: 3 days, 3:38:13, time: 1.640, data_time: 0.005, memory: 16628, top1_acc: 0.4683, top5_acc: 0.7121, loss_cls: 2.3523, loss: 2.3523, grad_norm: 3.0075 2021-01-26 13:10:55,629 - mmaction - INFO - Epoch [180][2060/2147] lr: 4.142e-02, eta: 3 days, 3:37:40, time: 1.641, data_time: 0.006, memory: 16628, top1_acc: 0.4616, top5_acc: 0.7080, loss_cls: 2.3869, loss: 2.3869, grad_norm: 2.9583 2021-01-26 13:11:26,400 - mmaction - INFO - Epoch [180][2080/2147] lr: 4.142e-02, eta: 3 days, 3:37:05, time: 1.538, data_time: 0.001, memory: 16628, top1_acc: 0.4589, top5_acc: 0.7009, loss_cls: 2.3667, loss: 2.3667, grad_norm: 2.9446 2021-01-26 13:12:07,686 - mmaction - INFO - Epoch [180][2100/2147] lr: 4.142e-02, eta: 3 days, 3:36:35, time: 2.050, data_time: 0.003, memory: 16628, top1_acc: 0.4714, top5_acc: 0.7107, loss_cls: 2.3020, loss: 2.3020, grad_norm: 3.0409 2021-01-26 13:12:39,858 - mmaction - INFO - Epoch [180][2120/2147] lr: 4.142e-02, eta: 3 days, 3:36:01, time: 1.614, data_time: 0.016, memory: 16628, top1_acc: 0.4585, top5_acc: 0.7125, loss_cls: 2.3330, loss: 2.3330, grad_norm: 2.9469 2021-01-26 13:13:20,835 - mmaction - INFO - Epoch [180][2140/2147] lr: 4.142e-02, eta: 3 days, 3:35:31, time: 2.043, data_time: 0.073, memory: 16628, top1_acc: 0.4549, top5_acc: 0.7112, loss_cls: 2.3988, loss: 2.3988, grad_norm: 2.9717 2021-01-26 13:13:51,234 - mmaction - INFO - Saving checkpoint at 180 epochs 2021-01-26 13:35:02,021 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-26 13:35:02,951 - mmaction - INFO - top1_acc 0.5390 top5_acc 0.7876 2021-01-26 13:35:02,951 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-26 13:35:03,034 - mmaction - INFO - mean_acc 0.5390 2021-01-26 13:35:03,036 - mmaction - INFO - Now best checkpoint is epoch_180.pth 2021-01-26 13:35:03,080 - mmaction - INFO - Epoch(val) [180][2147] top1_acc: 0.5390, top5_acc: 0.7876, mean_class_accuracy: 0.5390 2021-01-26 13:43:00,196 - mmaction - INFO - Epoch [181][20/2147] lr: 4.043e-02, eta: 3 days, 3:37:49, time: 23.849, data_time: 21.997, memory: 16628, top1_acc: 0.4933, top5_acc: 0.7205, loss_cls: 2.2336, loss: 2.2336, grad_norm: 2.8633 2021-01-26 13:43:28,598 - mmaction - INFO - Epoch [181][40/2147] lr: 4.043e-02, eta: 3 days, 3:37:13, time: 1.422, data_time: 0.009, memory: 16628, top1_acc: 0.4804, top5_acc: 0.7138, loss_cls: 2.2891, loss: 2.2891, grad_norm: 2.9000 2021-01-26 13:44:06,138 - mmaction - INFO - Epoch [181][60/2147] lr: 4.043e-02, eta: 3 days, 3:36:41, time: 1.877, data_time: 0.007, memory: 16628, top1_acc: 0.4844, top5_acc: 0.7339, loss_cls: 2.2260, loss: 2.2260, grad_norm: 2.9456 2021-01-26 13:44:35,123 - mmaction - INFO - Epoch [181][80/2147] lr: 4.043e-02, eta: 3 days, 3:36:06, time: 1.449, data_time: 0.015, memory: 16628, top1_acc: 0.4634, top5_acc: 0.6987, loss_cls: 2.3377, loss: 2.3377, grad_norm: 2.9688 2021-01-26 13:45:10,183 - mmaction - INFO - Epoch [181][100/2147] lr: 4.043e-02, eta: 3 days, 3:35:33, time: 1.712, data_time: 0.004, memory: 16628, top1_acc: 0.4808, top5_acc: 0.7179, loss_cls: 2.2766, loss: 2.2766, grad_norm: 3.0334 2021-01-26 13:45:44,271 - mmaction - INFO - Epoch [181][120/2147] lr: 4.043e-02, eta: 3 days, 3:35:00, time: 1.741, data_time: 0.050, memory: 16628, top1_acc: 0.4737, top5_acc: 0.7165, loss_cls: 2.3054, loss: 2.3054, grad_norm: 2.9646 2021-01-26 13:46:22,857 - mmaction - INFO - Epoch [181][140/2147] lr: 4.043e-02, eta: 3 days, 3:34:29, time: 1.918, data_time: 0.010, memory: 16628, top1_acc: 0.4714, top5_acc: 0.7116, loss_cls: 2.3667, loss: 2.3667, grad_norm: 2.9759 2021-01-26 13:46:53,766 - mmaction - INFO - Epoch [181][160/2147] lr: 4.043e-02, eta: 3 days, 3:33:55, time: 1.560, data_time: 0.023, memory: 16628, top1_acc: 0.4933, top5_acc: 0.7156, loss_cls: 2.2670, loss: 2.2670, grad_norm: 2.9239 2021-01-26 13:47:23,167 - mmaction - INFO - Epoch [181][180/2147] lr: 4.043e-02, eta: 3 days, 3:33:20, time: 1.469, data_time: 0.005, memory: 16628, top1_acc: 0.4674, top5_acc: 0.7187, loss_cls: 2.3101, loss: 2.3101, grad_norm: 2.9630 2021-01-26 13:47:57,413 - mmaction - INFO - Epoch [181][200/2147] lr: 4.043e-02, eta: 3 days, 3:32:47, time: 1.708, data_time: 0.007, memory: 16628, top1_acc: 0.4848, top5_acc: 0.7241, loss_cls: 2.2581, loss: 2.2581, grad_norm: 2.9436 2021-01-26 13:48:26,764 - mmaction - INFO - Epoch [181][220/2147] lr: 4.043e-02, eta: 3 days, 3:32:12, time: 1.476, data_time: 0.016, memory: 16628, top1_acc: 0.4705, top5_acc: 0.7058, loss_cls: 2.3454, loss: 2.3454, grad_norm: 3.0270 2021-01-26 13:48:56,435 - mmaction - INFO - Epoch [181][240/2147] lr: 4.043e-02, eta: 3 days, 3:31:37, time: 1.481, data_time: 0.009, memory: 16628, top1_acc: 0.4705, top5_acc: 0.7232, loss_cls: 2.2773, loss: 2.2773, grad_norm: 2.9255 2021-01-26 13:49:27,931 - mmaction - INFO - Epoch [181][260/2147] lr: 4.043e-02, eta: 3 days, 3:31:03, time: 1.577, data_time: 0.006, memory: 16628, top1_acc: 0.4674, top5_acc: 0.7295, loss_cls: 2.2451, loss: 2.2451, grad_norm: 2.9768 2021-01-26 13:50:02,049 - mmaction - INFO - Epoch [181][280/2147] lr: 4.043e-02, eta: 3 days, 3:30:30, time: 1.702, data_time: 0.002, memory: 16628, top1_acc: 0.4741, top5_acc: 0.7223, loss_cls: 2.2779, loss: 2.2779, grad_norm: 2.9986 2021-01-26 13:50:32,825 - mmaction - INFO - Epoch [181][300/2147] lr: 4.043e-02, eta: 3 days, 3:29:55, time: 1.535, data_time: 0.006, memory: 16628, top1_acc: 0.4594, top5_acc: 0.7040, loss_cls: 2.3623, loss: 2.3623, grad_norm: 2.9836 2021-01-26 13:51:03,455 - mmaction - INFO - Epoch [181][320/2147] lr: 4.043e-02, eta: 3 days, 3:29:21, time: 1.539, data_time: 0.014, memory: 16628, top1_acc: 0.4723, top5_acc: 0.7071, loss_cls: 2.3293, loss: 2.3293, grad_norm: 2.9209 2021-01-26 13:51:35,938 - mmaction - INFO - Epoch [181][340/2147] lr: 4.043e-02, eta: 3 days, 3:28:47, time: 1.606, data_time: 0.006, memory: 16628, top1_acc: 0.4754, top5_acc: 0.7183, loss_cls: 2.2958, loss: 2.2958, grad_norm: 2.9831 2021-01-26 13:52:07,733 - mmaction - INFO - Epoch [181][360/2147] lr: 4.043e-02, eta: 3 days, 3:28:13, time: 1.607, data_time: 0.096, memory: 16628, top1_acc: 0.4710, top5_acc: 0.7116, loss_cls: 2.3115, loss: 2.3115, grad_norm: 3.0132 2021-01-26 13:52:43,773 - mmaction - INFO - Epoch [181][380/2147] lr: 4.043e-02, eta: 3 days, 3:27:40, time: 1.789, data_time: 0.003, memory: 16628, top1_acc: 0.4857, top5_acc: 0.7085, loss_cls: 2.2854, loss: 2.2854, grad_norm: 2.9486 2021-01-26 13:53:17,122 - mmaction - INFO - Epoch [181][400/2147] lr: 4.043e-02, eta: 3 days, 3:27:07, time: 1.658, data_time: 0.020, memory: 16628, top1_acc: 0.4554, top5_acc: 0.7094, loss_cls: 2.3577, loss: 2.3577, grad_norm: 3.0163 2021-01-26 13:53:48,900 - mmaction - INFO - Epoch [181][420/2147] lr: 4.043e-02, eta: 3 days, 3:26:33, time: 1.612, data_time: 0.028, memory: 16628, top1_acc: 0.4924, top5_acc: 0.7125, loss_cls: 2.2877, loss: 2.2877, grad_norm: 2.8484 2021-01-26 13:54:20,823 - mmaction - INFO - Epoch [181][440/2147] lr: 4.043e-02, eta: 3 days, 3:25:59, time: 1.592, data_time: 0.021, memory: 16628, top1_acc: 0.4723, top5_acc: 0.7187, loss_cls: 2.2591, loss: 2.2591, grad_norm: 2.9738 2021-01-26 13:54:51,292 - mmaction - INFO - Epoch [181][460/2147] lr: 4.043e-02, eta: 3 days, 3:25:25, time: 1.528, data_time: 0.012, memory: 16628, top1_acc: 0.4763, top5_acc: 0.7071, loss_cls: 2.3426, loss: 2.3426, grad_norm: 3.0028 2021-01-26 13:55:21,171 - mmaction - INFO - Epoch [181][480/2147] lr: 4.043e-02, eta: 3 days, 3:24:50, time: 1.491, data_time: 0.005, memory: 16628, top1_acc: 0.4817, top5_acc: 0.7112, loss_cls: 2.2997, loss: 2.2997, grad_norm: 2.9260 2021-01-26 13:55:52,180 - mmaction - INFO - Epoch [181][500/2147] lr: 4.043e-02, eta: 3 days, 3:24:15, time: 1.549, data_time: 0.015, memory: 16628, top1_acc: 0.4879, top5_acc: 0.7371, loss_cls: 2.1984, loss: 2.1984, grad_norm: 2.9384 2021-01-26 13:56:25,048 - mmaction - INFO - Epoch [181][520/2147] lr: 4.043e-02, eta: 3 days, 3:23:42, time: 1.644, data_time: 0.010, memory: 16628, top1_acc: 0.4750, top5_acc: 0.7192, loss_cls: 2.2507, loss: 2.2507, grad_norm: 2.9471 2021-01-26 13:56:54,868 - mmaction - INFO - Epoch [181][540/2147] lr: 4.043e-02, eta: 3 days, 3:23:07, time: 1.491, data_time: 0.014, memory: 16628, top1_acc: 0.4799, top5_acc: 0.7138, loss_cls: 2.2878, loss: 2.2878, grad_norm: 2.9867 2021-01-26 13:57:26,769 - mmaction - INFO - Epoch [181][560/2147] lr: 4.043e-02, eta: 3 days, 3:22:33, time: 1.598, data_time: 0.008, memory: 16628, top1_acc: 0.4589, top5_acc: 0.7250, loss_cls: 2.2885, loss: 2.2885, grad_norm: 2.9776 2021-01-26 13:58:03,312 - mmaction - INFO - Epoch [181][580/2147] lr: 4.043e-02, eta: 3 days, 3:22:01, time: 1.827, data_time: 0.003, memory: 16628, top1_acc: 0.4741, top5_acc: 0.7196, loss_cls: 2.2792, loss: 2.2792, grad_norm: 2.9283 2021-01-26 13:58:36,796 - mmaction - INFO - Epoch [181][600/2147] lr: 4.043e-02, eta: 3 days, 3:21:27, time: 1.669, data_time: 0.009, memory: 16628, top1_acc: 0.4603, top5_acc: 0.7121, loss_cls: 2.3599, loss: 2.3599, grad_norm: 3.0140 2021-01-26 13:59:12,121 - mmaction - INFO - Epoch [181][620/2147] lr: 4.043e-02, eta: 3 days, 3:20:55, time: 1.769, data_time: 0.011, memory: 16628, top1_acc: 0.4911, top5_acc: 0.7214, loss_cls: 2.2521, loss: 2.2521, grad_norm: 2.8816 2021-01-26 13:59:40,775 - mmaction - INFO - Epoch [181][640/2147] lr: 4.043e-02, eta: 3 days, 3:20:20, time: 1.436, data_time: 0.012, memory: 16628, top1_acc: 0.4804, top5_acc: 0.7156, loss_cls: 2.3002, loss: 2.3002, grad_norm: 2.9621 2021-01-26 14:00:10,753 - mmaction - INFO - Epoch [181][660/2147] lr: 4.043e-02, eta: 3 days, 3:19:45, time: 1.491, data_time: 0.008, memory: 16628, top1_acc: 0.4817, top5_acc: 0.7214, loss_cls: 2.2920, loss: 2.2920, grad_norm: 2.9793 2021-01-26 14:00:40,252 - mmaction - INFO - Epoch [181][680/2147] lr: 4.043e-02, eta: 3 days, 3:19:10, time: 1.483, data_time: 0.011, memory: 16628, top1_acc: 0.4763, top5_acc: 0.7223, loss_cls: 2.2894, loss: 2.2894, grad_norm: 2.9590 2021-01-26 14:01:12,680 - mmaction - INFO - Epoch [181][700/2147] lr: 4.043e-02, eta: 3 days, 3:18:36, time: 1.618, data_time: 0.003, memory: 16628, top1_acc: 0.4759, top5_acc: 0.7107, loss_cls: 2.3354, loss: 2.3354, grad_norm: 2.9453 2021-01-26 14:01:46,069 - mmaction - INFO - Epoch [181][720/2147] lr: 4.043e-02, eta: 3 days, 3:18:03, time: 1.670, data_time: 0.008, memory: 16628, top1_acc: 0.4638, top5_acc: 0.7098, loss_cls: 2.3152, loss: 2.3152, grad_norm: 3.0355 2021-01-26 14:02:27,069 - mmaction - INFO - Epoch [181][740/2147] lr: 4.043e-02, eta: 3 days, 3:17:32, time: 2.048, data_time: 0.011, memory: 16628, top1_acc: 0.4710, top5_acc: 0.7246, loss_cls: 2.3055, loss: 2.3055, grad_norm: 2.9544 2021-01-26 14:03:10,717 - mmaction - INFO - Epoch [181][760/2147] lr: 4.043e-02, eta: 3 days, 3:17:03, time: 2.177, data_time: 0.010, memory: 16628, top1_acc: 0.4652, top5_acc: 0.7080, loss_cls: 2.3473, loss: 2.3473, grad_norm: 2.9119 2021-01-26 14:03:40,460 - mmaction - INFO - Epoch [181][780/2147] lr: 4.043e-02, eta: 3 days, 3:16:28, time: 1.487, data_time: 0.021, memory: 16628, top1_acc: 0.4812, top5_acc: 0.7192, loss_cls: 2.2877, loss: 2.2877, grad_norm: 2.9023 2021-01-26 14:04:11,228 - mmaction - INFO - Epoch [181][800/2147] lr: 4.043e-02, eta: 3 days, 3:15:54, time: 1.544, data_time: 0.014, memory: 16628, top1_acc: 0.4781, top5_acc: 0.7165, loss_cls: 2.2796, loss: 2.2796, grad_norm: 2.9233 2021-01-26 14:04:42,579 - mmaction - INFO - Epoch [181][820/2147] lr: 4.043e-02, eta: 3 days, 3:15:20, time: 1.569, data_time: 0.024, memory: 16628, top1_acc: 0.4737, top5_acc: 0.6951, loss_cls: 2.3704, loss: 2.3704, grad_norm: 2.9143 2021-01-26 14:05:13,973 - mmaction - INFO - Epoch [181][840/2147] lr: 4.043e-02, eta: 3 days, 3:14:46, time: 1.571, data_time: 0.004, memory: 16628, top1_acc: 0.4750, top5_acc: 0.7138, loss_cls: 2.3058, loss: 2.3058, grad_norm: 2.8990 2021-01-26 14:05:44,942 - mmaction - INFO - Epoch [181][860/2147] lr: 4.043e-02, eta: 3 days, 3:14:11, time: 1.549, data_time: 0.003, memory: 16628, top1_acc: 0.4933, top5_acc: 0.7152, loss_cls: 2.2771, loss: 2.2771, grad_norm: 2.9485 2021-01-26 14:06:17,031 - mmaction - INFO - Epoch [181][880/2147] lr: 4.043e-02, eta: 3 days, 3:13:37, time: 1.599, data_time: 0.007, memory: 16628, top1_acc: 0.4795, top5_acc: 0.7183, loss_cls: 2.2881, loss: 2.2881, grad_norm: 2.9543 2021-01-26 14:06:48,056 - mmaction - INFO - Epoch [181][900/2147] lr: 4.043e-02, eta: 3 days, 3:13:03, time: 1.556, data_time: 0.026, memory: 16628, top1_acc: 0.4897, top5_acc: 0.7187, loss_cls: 2.2788, loss: 2.2788, grad_norm: 2.9387 2021-01-26 14:07:21,325 - mmaction - INFO - Epoch [181][920/2147] lr: 4.043e-02, eta: 3 days, 3:12:29, time: 1.661, data_time: 0.012, memory: 16628, top1_acc: 0.4772, top5_acc: 0.7129, loss_cls: 2.3107, loss: 2.3107, grad_norm: 2.9676 2021-01-26 14:07:59,869 - mmaction - INFO - Epoch [181][940/2147] lr: 4.043e-02, eta: 3 days, 3:11:58, time: 1.922, data_time: 0.015, memory: 16628, top1_acc: 0.4879, top5_acc: 0.7246, loss_cls: 2.2451, loss: 2.2451, grad_norm: 2.8792 2021-01-26 14:08:29,568 - mmaction - INFO - Epoch [181][960/2147] lr: 4.043e-02, eta: 3 days, 3:11:23, time: 1.490, data_time: 0.014, memory: 16628, top1_acc: 0.4576, top5_acc: 0.7071, loss_cls: 2.3183, loss: 2.3183, grad_norm: 2.9525 2021-01-26 14:09:03,214 - mmaction - INFO - Epoch [181][980/2147] lr: 4.043e-02, eta: 3 days, 3:10:50, time: 1.682, data_time: 0.007, memory: 16628, top1_acc: 0.4915, top5_acc: 0.7250, loss_cls: 2.2071, loss: 2.2071, grad_norm: 2.9752 2021-01-26 14:09:34,747 - mmaction - INFO - Epoch [181][1000/2147] lr: 4.043e-02, eta: 3 days, 3:10:16, time: 1.577, data_time: 0.006, memory: 16628, top1_acc: 0.4746, top5_acc: 0.7241, loss_cls: 2.2649, loss: 2.2649, grad_norm: 2.9735 2021-01-26 14:10:03,525 - mmaction - INFO - Epoch [181][1020/2147] lr: 4.043e-02, eta: 3 days, 3:09:41, time: 1.441, data_time: 0.006, memory: 16628, top1_acc: 0.4607, top5_acc: 0.7004, loss_cls: 2.3906, loss: 2.3906, grad_norm: 3.0468 2021-01-26 14:10:32,378 - mmaction - INFO - Epoch [181][1040/2147] lr: 4.043e-02, eta: 3 days, 3:09:05, time: 1.444, data_time: 0.009, memory: 16628, top1_acc: 0.4973, top5_acc: 0.7210, loss_cls: 2.2530, loss: 2.2530, grad_norm: 2.8793 2021-01-26 14:11:01,329 - mmaction - INFO - Epoch [181][1060/2147] lr: 4.043e-02, eta: 3 days, 3:08:30, time: 1.440, data_time: 0.005, memory: 16628, top1_acc: 0.4812, top5_acc: 0.7049, loss_cls: 2.3207, loss: 2.3207, grad_norm: 2.9840 2021-01-26 14:11:30,691 - mmaction - INFO - Epoch [181][1080/2147] lr: 4.043e-02, eta: 3 days, 3:07:55, time: 1.476, data_time: 0.012, memory: 16628, top1_acc: 0.4911, top5_acc: 0.7205, loss_cls: 2.2822, loss: 2.2822, grad_norm: 2.9504 2021-01-26 14:12:06,790 - mmaction - INFO - Epoch [181][1100/2147] lr: 4.043e-02, eta: 3 days, 3:07:23, time: 1.803, data_time: 0.002, memory: 16628, top1_acc: 0.4737, top5_acc: 0.7192, loss_cls: 2.2728, loss: 2.2728, grad_norm: 2.9314 2021-01-26 14:12:44,096 - mmaction - INFO - Epoch [181][1120/2147] lr: 4.043e-02, eta: 3 days, 3:06:51, time: 1.863, data_time: 0.014, memory: 16628, top1_acc: 0.4594, top5_acc: 0.7080, loss_cls: 2.3358, loss: 2.3358, grad_norm: 3.0328 2021-01-26 14:13:14,108 - mmaction - INFO - Epoch [181][1140/2147] lr: 4.043e-02, eta: 3 days, 3:06:16, time: 1.501, data_time: 0.017, memory: 16628, top1_acc: 0.4781, top5_acc: 0.7205, loss_cls: 2.2830, loss: 2.2830, grad_norm: 2.9014 2021-01-26 14:13:43,668 - mmaction - INFO - Epoch [181][1160/2147] lr: 4.043e-02, eta: 3 days, 3:05:41, time: 1.481, data_time: 0.015, memory: 16628, top1_acc: 0.4835, top5_acc: 0.7183, loss_cls: 2.3043, loss: 2.3043, grad_norm: 2.9911 2021-01-26 14:14:21,769 - mmaction - INFO - Epoch [181][1180/2147] lr: 4.043e-02, eta: 3 days, 3:05:10, time: 1.897, data_time: 0.015, memory: 16628, top1_acc: 0.4670, top5_acc: 0.7147, loss_cls: 2.3272, loss: 2.3272, grad_norm: 3.0220 2021-01-26 14:14:54,490 - mmaction - INFO - Epoch [181][1200/2147] lr: 4.043e-02, eta: 3 days, 3:04:36, time: 1.645, data_time: 0.016, memory: 16628, top1_acc: 0.4754, top5_acc: 0.7121, loss_cls: 2.3303, loss: 2.3303, grad_norm: 2.9490 2021-01-26 14:15:23,483 - mmaction - INFO - Epoch [181][1220/2147] lr: 4.043e-02, eta: 3 days, 3:04:01, time: 1.448, data_time: 0.003, memory: 16628, top1_acc: 0.4839, top5_acc: 0.7299, loss_cls: 2.2300, loss: 2.2300, grad_norm: 2.9050 2021-01-26 14:15:55,179 - mmaction - INFO - Epoch [181][1240/2147] lr: 4.043e-02, eta: 3 days, 3:03:27, time: 1.586, data_time: 0.008, memory: 16628, top1_acc: 0.4857, top5_acc: 0.7112, loss_cls: 2.3109, loss: 2.3109, grad_norm: 2.8695 2021-01-26 14:16:27,616 - mmaction - INFO - Epoch [181][1260/2147] lr: 4.043e-02, eta: 3 days, 3:02:53, time: 1.617, data_time: 0.002, memory: 16628, top1_acc: 0.4763, top5_acc: 0.7246, loss_cls: 2.2753, loss: 2.2753, grad_norm: 2.9751 2021-01-26 14:17:04,772 - mmaction - INFO - Epoch [181][1280/2147] lr: 4.043e-02, eta: 3 days, 3:02:22, time: 1.863, data_time: 0.014, memory: 16628, top1_acc: 0.4576, top5_acc: 0.7031, loss_cls: 2.3637, loss: 2.3637, grad_norm: 2.9798 2021-01-26 14:17:33,502 - mmaction - INFO - Epoch [181][1300/2147] lr: 4.043e-02, eta: 3 days, 3:01:46, time: 1.436, data_time: 0.005, memory: 16628, top1_acc: 0.4848, top5_acc: 0.7188, loss_cls: 2.2628, loss: 2.2628, grad_norm: 2.9789 2021-01-26 14:18:06,201 - mmaction - INFO - Epoch [181][1320/2147] lr: 4.043e-02, eta: 3 days, 3:01:13, time: 1.630, data_time: 0.001, memory: 16628, top1_acc: 0.4741, top5_acc: 0.7112, loss_cls: 2.3516, loss: 2.3516, grad_norm: 3.0439 2021-01-26 14:18:37,158 - mmaction - INFO - Epoch [181][1340/2147] lr: 4.043e-02, eta: 3 days, 3:00:38, time: 1.548, data_time: 0.009, memory: 16628, top1_acc: 0.4683, top5_acc: 0.7000, loss_cls: 2.3658, loss: 2.3658, grad_norm: 3.0249 2021-01-26 14:19:10,275 - mmaction - INFO - Epoch [181][1360/2147] lr: 4.043e-02, eta: 3 days, 3:00:05, time: 1.659, data_time: 0.010, memory: 16628, top1_acc: 0.4612, top5_acc: 0.7161, loss_cls: 2.3284, loss: 2.3284, grad_norm: 2.9817 2021-01-26 14:19:43,005 - mmaction - INFO - Epoch [181][1380/2147] lr: 4.043e-02, eta: 3 days, 2:59:31, time: 1.637, data_time: 0.002, memory: 16628, top1_acc: 0.4527, top5_acc: 0.7027, loss_cls: 2.3758, loss: 2.3758, grad_norm: 2.9800 2021-01-26 14:20:13,880 - mmaction - INFO - Epoch [181][1400/2147] lr: 4.043e-02, eta: 3 days, 2:58:57, time: 1.544, data_time: 0.003, memory: 16628, top1_acc: 0.4732, top5_acc: 0.7277, loss_cls: 2.2979, loss: 2.2979, grad_norm: 3.0683 2021-01-26 14:20:45,799 - mmaction - INFO - Epoch [181][1420/2147] lr: 4.043e-02, eta: 3 days, 2:58:23, time: 1.590, data_time: 0.004, memory: 16628, top1_acc: 0.4665, top5_acc: 0.7179, loss_cls: 2.3275, loss: 2.3275, grad_norm: 2.9858 2021-01-26 14:21:18,450 - mmaction - INFO - Epoch [181][1440/2147] lr: 4.043e-02, eta: 3 days, 2:57:49, time: 1.640, data_time: 0.013, memory: 16628, top1_acc: 0.4915, top5_acc: 0.7246, loss_cls: 2.2718, loss: 2.2718, grad_norm: 2.9573 2021-01-26 14:22:04,905 - mmaction - INFO - Epoch [181][1460/2147] lr: 4.043e-02, eta: 3 days, 2:57:21, time: 2.323, data_time: 0.008, memory: 16628, top1_acc: 0.4656, top5_acc: 0.7013, loss_cls: 2.3537, loss: 2.3537, grad_norm: 3.0317 2021-01-26 14:22:38,034 - mmaction - INFO - Epoch [181][1480/2147] lr: 4.043e-02, eta: 3 days, 2:56:48, time: 1.653, data_time: 0.004, memory: 16628, top1_acc: 0.4683, top5_acc: 0.7103, loss_cls: 2.3143, loss: 2.3143, grad_norm: 2.9657 2021-01-26 14:23:09,169 - mmaction - INFO - Epoch [181][1500/2147] lr: 4.043e-02, eta: 3 days, 2:56:13, time: 1.560, data_time: 0.014, memory: 16628, top1_acc: 0.4661, top5_acc: 0.7121, loss_cls: 2.4068, loss: 2.4068, grad_norm: 3.0206 2021-01-26 14:23:46,667 - mmaction - INFO - Epoch [181][1520/2147] lr: 4.043e-02, eta: 3 days, 2:55:42, time: 1.874, data_time: 0.003, memory: 16628, top1_acc: 0.4723, top5_acc: 0.7272, loss_cls: 2.2809, loss: 2.2809, grad_norm: 2.9644 2021-01-26 14:24:18,304 - mmaction - INFO - Epoch [181][1540/2147] lr: 4.043e-02, eta: 3 days, 2:55:08, time: 1.579, data_time: 0.003, memory: 16628, top1_acc: 0.4558, top5_acc: 0.6987, loss_cls: 2.4033, loss: 2.4033, grad_norm: 3.0264 2021-01-26 14:24:50,199 - mmaction - INFO - Epoch [181][1560/2147] lr: 4.043e-02, eta: 3 days, 2:54:34, time: 1.593, data_time: 0.005, memory: 16628, top1_acc: 0.4763, top5_acc: 0.7080, loss_cls: 2.3188, loss: 2.3188, grad_norm: 2.8873 2021-01-26 14:25:23,585 - mmaction - INFO - Epoch [181][1580/2147] lr: 4.043e-02, eta: 3 days, 2:54:00, time: 1.673, data_time: 0.008, memory: 16628, top1_acc: 0.4571, top5_acc: 0.7049, loss_cls: 2.3704, loss: 2.3704, grad_norm: 2.9510 2021-01-26 14:25:55,883 - mmaction - INFO - Epoch [181][1600/2147] lr: 4.043e-02, eta: 3 days, 2:53:26, time: 1.595, data_time: 0.006, memory: 16628, top1_acc: 0.4799, top5_acc: 0.7228, loss_cls: 2.2657, loss: 2.2657, grad_norm: 2.9090 2021-01-26 14:26:26,880 - mmaction - INFO - Epoch [181][1620/2147] lr: 4.043e-02, eta: 3 days, 2:52:52, time: 1.557, data_time: 0.027, memory: 16628, top1_acc: 0.4710, top5_acc: 0.7094, loss_cls: 2.3618, loss: 2.3618, grad_norm: 2.9789 2021-01-26 14:26:58,871 - mmaction - INFO - Epoch [181][1640/2147] lr: 4.043e-02, eta: 3 days, 2:52:18, time: 1.599, data_time: 0.017, memory: 16628, top1_acc: 0.4737, top5_acc: 0.7107, loss_cls: 2.3209, loss: 2.3209, grad_norm: 2.9544 2021-01-26 14:27:30,133 - mmaction - INFO - Epoch [181][1660/2147] lr: 4.043e-02, eta: 3 days, 2:51:44, time: 1.565, data_time: 0.017, memory: 16628, top1_acc: 0.4750, top5_acc: 0.7089, loss_cls: 2.3074, loss: 2.3074, grad_norm: 2.9610 2021-01-26 14:27:58,850 - mmaction - INFO - Epoch [181][1680/2147] lr: 4.043e-02, eta: 3 days, 2:51:08, time: 1.442, data_time: 0.021, memory: 16628, top1_acc: 0.4638, top5_acc: 0.6964, loss_cls: 2.3605, loss: 2.3605, grad_norm: 2.9378 2021-01-26 14:28:31,816 - mmaction - INFO - Epoch [181][1700/2147] lr: 4.043e-02, eta: 3 days, 2:50:35, time: 1.653, data_time: 0.009, memory: 16628, top1_acc: 0.4696, top5_acc: 0.7112, loss_cls: 2.3192, loss: 2.3192, grad_norm: 2.9245 2021-01-26 14:29:01,614 - mmaction - INFO - Epoch [181][1720/2147] lr: 4.043e-02, eta: 3 days, 2:50:00, time: 1.483, data_time: 0.004, memory: 16628, top1_acc: 0.4790, top5_acc: 0.7201, loss_cls: 2.3026, loss: 2.3026, grad_norm: 2.9716 2021-01-26 14:29:33,970 - mmaction - INFO - Epoch [181][1740/2147] lr: 4.043e-02, eta: 3 days, 2:49:26, time: 1.625, data_time: 0.013, memory: 16628, top1_acc: 0.4920, top5_acc: 0.7339, loss_cls: 2.2418, loss: 2.2418, grad_norm: 3.0169 2021-01-26 14:30:05,560 - mmaction - INFO - Epoch [181][1760/2147] lr: 4.043e-02, eta: 3 days, 2:48:52, time: 1.582, data_time: 0.008, memory: 16628, top1_acc: 0.4705, top5_acc: 0.7228, loss_cls: 2.3005, loss: 2.3005, grad_norm: 3.0088 2021-01-26 14:30:36,018 - mmaction - INFO - Epoch [181][1780/2147] lr: 4.043e-02, eta: 3 days, 2:48:18, time: 1.523, data_time: 0.003, memory: 16628, top1_acc: 0.4701, top5_acc: 0.7045, loss_cls: 2.3091, loss: 2.3091, grad_norm: 2.9450 2021-01-26 14:31:06,369 - mmaction - INFO - Epoch [181][1800/2147] lr: 4.043e-02, eta: 3 days, 2:47:43, time: 1.518, data_time: 0.003, memory: 16628, top1_acc: 0.4848, top5_acc: 0.7295, loss_cls: 2.2387, loss: 2.2387, grad_norm: 2.9488 2021-01-26 14:31:35,273 - mmaction - INFO - Epoch [181][1820/2147] lr: 4.043e-02, eta: 3 days, 2:47:08, time: 1.445, data_time: 0.002, memory: 16628, top1_acc: 0.4737, top5_acc: 0.7004, loss_cls: 2.3236, loss: 2.3236, grad_norm: 2.9725 2021-01-26 14:32:15,661 - mmaction - INFO - Epoch [181][1840/2147] lr: 4.043e-02, eta: 3 days, 2:46:37, time: 2.019, data_time: 0.003, memory: 16628, top1_acc: 0.4696, top5_acc: 0.7121, loss_cls: 2.3402, loss: 2.3402, grad_norm: 2.9604 2021-01-26 14:32:49,408 - mmaction - INFO - Epoch [181][1860/2147] lr: 4.043e-02, eta: 3 days, 2:46:04, time: 1.685, data_time: 0.015, memory: 16628, top1_acc: 0.4683, top5_acc: 0.7121, loss_cls: 2.3233, loss: 2.3233, grad_norm: 2.9999 2021-01-26 14:33:20,758 - mmaction - INFO - Epoch [181][1880/2147] lr: 4.043e-02, eta: 3 days, 2:45:30, time: 1.570, data_time: 0.006, memory: 16628, top1_acc: 0.4710, top5_acc: 0.6987, loss_cls: 2.3995, loss: 2.3995, grad_norm: 3.0169 2021-01-26 14:33:54,477 - mmaction - INFO - Epoch [181][1900/2147] lr: 4.043e-02, eta: 3 days, 2:44:57, time: 1.684, data_time: 0.005, memory: 16628, top1_acc: 0.4920, top5_acc: 0.7348, loss_cls: 2.2228, loss: 2.2228, grad_norm: 2.8787 2021-01-26 14:34:24,728 - mmaction - INFO - Epoch [181][1920/2147] lr: 4.043e-02, eta: 3 days, 2:44:22, time: 1.475, data_time: 0.010, memory: 16628, top1_acc: 0.4772, top5_acc: 0.7210, loss_cls: 2.2815, loss: 2.2815, grad_norm: 3.0455 2021-01-26 14:34:57,625 - mmaction - INFO - Epoch [181][1940/2147] lr: 4.043e-02, eta: 3 days, 2:43:48, time: 1.676, data_time: 0.046, memory: 16628, top1_acc: 0.4647, top5_acc: 0.7107, loss_cls: 2.3622, loss: 2.3622, grad_norm: 3.0191 2021-01-26 14:35:29,119 - mmaction - INFO - Epoch [181][1960/2147] lr: 4.043e-02, eta: 3 days, 2:43:14, time: 1.574, data_time: 0.011, memory: 16628, top1_acc: 0.4768, top5_acc: 0.7330, loss_cls: 2.2621, loss: 2.2621, grad_norm: 2.9656 2021-01-26 14:36:00,483 - mmaction - INFO - Epoch [181][1980/2147] lr: 4.043e-02, eta: 3 days, 2:42:40, time: 1.576, data_time: 0.013, memory: 16628, top1_acc: 0.4696, top5_acc: 0.7045, loss_cls: 2.3650, loss: 2.3650, grad_norm: 3.0278 2021-01-26 14:36:36,222 - mmaction - INFO - Epoch [181][2000/2147] lr: 4.043e-02, eta: 3 days, 2:42:06, time: 1.618, data_time: 0.007, memory: 16628, top1_acc: 0.4835, top5_acc: 0.7156, loss_cls: 2.2989, loss: 2.2989, grad_norm: 2.9878 2021-01-26 14:37:18,427 - mmaction - INFO - Epoch [181][2020/2147] lr: 4.043e-02, eta: 3 days, 2:41:38, time: 2.277, data_time: 0.209, memory: 16628, top1_acc: 0.4643, top5_acc: 0.7188, loss_cls: 2.3364, loss: 2.3364, grad_norm: 3.0426 2021-01-26 14:37:49,724 - mmaction - INFO - Epoch [181][2040/2147] lr: 4.043e-02, eta: 3 days, 2:41:04, time: 1.567, data_time: 0.009, memory: 16628, top1_acc: 0.4607, top5_acc: 0.7112, loss_cls: 2.3281, loss: 2.3281, grad_norm: 2.9516 2021-01-26 14:38:20,359 - mmaction - INFO - Epoch [181][2060/2147] lr: 4.043e-02, eta: 3 days, 2:40:29, time: 1.529, data_time: 0.003, memory: 16628, top1_acc: 0.4723, top5_acc: 0.6996, loss_cls: 2.3736, loss: 2.3736, grad_norm: 2.9892 2021-01-26 14:38:51,827 - mmaction - INFO - Epoch [181][2080/2147] lr: 4.043e-02, eta: 3 days, 2:39:55, time: 1.571, data_time: 0.006, memory: 16628, top1_acc: 0.4763, top5_acc: 0.7161, loss_cls: 2.2709, loss: 2.2709, grad_norm: 2.9297 2021-01-26 14:39:20,381 - mmaction - INFO - Epoch [181][2100/2147] lr: 4.043e-02, eta: 3 days, 2:39:20, time: 1.432, data_time: 0.009, memory: 16628, top1_acc: 0.4853, top5_acc: 0.7299, loss_cls: 2.2424, loss: 2.2424, grad_norm: 2.9332 2021-01-26 14:40:02,540 - mmaction - INFO - Epoch [181][2120/2147] lr: 4.043e-02, eta: 3 days, 2:38:50, time: 2.104, data_time: 0.011, memory: 16628, top1_acc: 0.4777, top5_acc: 0.7143, loss_cls: 2.2765, loss: 2.2765, grad_norm: 2.9623 2021-01-26 14:40:38,157 - mmaction - INFO - Epoch [181][2140/2147] lr: 4.043e-02, eta: 3 days, 2:38:17, time: 1.781, data_time: 0.017, memory: 16628, top1_acc: 0.4897, top5_acc: 0.7312, loss_cls: 2.2426, loss: 2.2426, grad_norm: 2.9227 2021-01-26 14:47:09,274 - mmaction - INFO - Epoch [182][20/2147] lr: 3.945e-02, eta: 3 days, 2:39:43, time: 18.046, data_time: 16.045, memory: 16628, top1_acc: 0.4768, top5_acc: 0.7138, loss_cls: 2.3112, loss: 2.3112, grad_norm: 2.9888 2021-01-26 14:47:38,312 - mmaction - INFO - Epoch [182][40/2147] lr: 3.945e-02, eta: 3 days, 2:39:08, time: 1.453, data_time: 0.008, memory: 16628, top1_acc: 0.4728, top5_acc: 0.7107, loss_cls: 2.3129, loss: 2.3129, grad_norm: 3.0193 2021-01-26 14:48:14,127 - mmaction - INFO - Epoch [182][60/2147] lr: 3.945e-02, eta: 3 days, 2:38:36, time: 1.790, data_time: 0.004, memory: 16628, top1_acc: 0.4897, top5_acc: 0.7237, loss_cls: 2.2378, loss: 2.2378, grad_norm: 3.0122 2021-01-26 14:48:44,077 - mmaction - INFO - Epoch [182][80/2147] lr: 3.945e-02, eta: 3 days, 2:38:01, time: 1.500, data_time: 0.008, memory: 16628, top1_acc: 0.4866, top5_acc: 0.7201, loss_cls: 2.2977, loss: 2.2977, grad_norm: 2.9864 2021-01-26 14:49:15,235 - mmaction - INFO - Epoch [182][100/2147] lr: 3.945e-02, eta: 3 days, 2:37:27, time: 1.558, data_time: 0.005, memory: 16628, top1_acc: 0.4808, top5_acc: 0.7263, loss_cls: 2.2432, loss: 2.2432, grad_norm: 2.9271 2021-01-26 14:49:44,075 - mmaction - INFO - Epoch [182][120/2147] lr: 3.945e-02, eta: 3 days, 2:36:51, time: 1.442, data_time: 0.005, memory: 16628, top1_acc: 0.4750, top5_acc: 0.7219, loss_cls: 2.3173, loss: 2.3173, grad_norm: 2.9624 2021-01-26 14:50:13,153 - mmaction - INFO - Epoch [182][140/2147] lr: 3.945e-02, eta: 3 days, 2:36:16, time: 1.452, data_time: 0.003, memory: 16628, top1_acc: 0.4893, top5_acc: 0.7295, loss_cls: 2.2361, loss: 2.2361, grad_norm: 2.9198 2021-01-26 14:50:47,001 - mmaction - INFO - Epoch [182][160/2147] lr: 3.945e-02, eta: 3 days, 2:35:43, time: 1.694, data_time: 0.006, memory: 16628, top1_acc: 0.4656, top5_acc: 0.7054, loss_cls: 2.3337, loss: 2.3337, grad_norm: 3.0270 2021-01-26 14:51:18,017 - mmaction - INFO - Epoch [182][180/2147] lr: 3.945e-02, eta: 3 days, 2:35:09, time: 1.547, data_time: 0.006, memory: 16628, top1_acc: 0.4545, top5_acc: 0.7036, loss_cls: 2.3770, loss: 2.3770, grad_norm: 3.0552 2021-01-26 14:51:53,830 - mmaction - INFO - Epoch [182][200/2147] lr: 3.945e-02, eta: 3 days, 2:34:36, time: 1.789, data_time: 0.005, memory: 16628, top1_acc: 0.4759, top5_acc: 0.7259, loss_cls: 2.2565, loss: 2.2565, grad_norm: 2.9329 2021-01-26 14:52:24,624 - mmaction - INFO - Epoch [182][220/2147] lr: 3.945e-02, eta: 3 days, 2:34:02, time: 1.542, data_time: 0.007, memory: 16628, top1_acc: 0.4750, top5_acc: 0.7192, loss_cls: 2.2976, loss: 2.2976, grad_norm: 3.0061 2021-01-26 14:52:53,061 - mmaction - INFO - Epoch [182][240/2147] lr: 3.945e-02, eta: 3 days, 2:33:26, time: 1.424, data_time: 0.008, memory: 16628, top1_acc: 0.4759, top5_acc: 0.7214, loss_cls: 2.2488, loss: 2.2488, grad_norm: 2.9437 2021-01-26 14:53:28,443 - mmaction - INFO - Epoch [182][260/2147] lr: 3.945e-02, eta: 3 days, 2:32:54, time: 1.750, data_time: 0.023, memory: 16628, top1_acc: 0.4893, top5_acc: 0.7263, loss_cls: 2.2345, loss: 2.2345, grad_norm: 2.9918 2021-01-26 14:53:57,495 - mmaction - INFO - Epoch [182][280/2147] lr: 3.945e-02, eta: 3 days, 2:32:19, time: 1.472, data_time: 0.024, memory: 16628, top1_acc: 0.4777, top5_acc: 0.7295, loss_cls: 2.2625, loss: 2.2625, grad_norm: 2.9529 2021-01-26 14:54:35,502 - mmaction - INFO - Epoch [182][300/2147] lr: 3.945e-02, eta: 3 days, 2:31:47, time: 1.895, data_time: 0.004, memory: 16628, top1_acc: 0.4924, top5_acc: 0.7219, loss_cls: 2.2670, loss: 2.2670, grad_norm: 2.9485 2021-01-26 14:55:05,897 - mmaction - INFO - Epoch [182][320/2147] lr: 3.945e-02, eta: 3 days, 2:31:13, time: 1.525, data_time: 0.008, memory: 16628, top1_acc: 0.4875, top5_acc: 0.7246, loss_cls: 2.2655, loss: 2.2655, grad_norm: 2.9228 2021-01-26 14:55:36,664 - mmaction - INFO - Epoch [182][340/2147] lr: 3.945e-02, eta: 3 days, 2:30:38, time: 1.529, data_time: 0.002, memory: 16628, top1_acc: 0.4647, top5_acc: 0.7138, loss_cls: 2.3110, loss: 2.3110, grad_norm: 2.9624 2021-01-26 14:56:06,159 - mmaction - INFO - Epoch [182][360/2147] lr: 3.945e-02, eta: 3 days, 2:30:03, time: 1.476, data_time: 0.015, memory: 16628, top1_acc: 0.4781, top5_acc: 0.7094, loss_cls: 2.3205, loss: 2.3205, grad_norm: 2.9540 2021-01-26 14:56:37,045 - mmaction - INFO - Epoch [182][380/2147] lr: 3.945e-02, eta: 3 days, 2:29:29, time: 1.549, data_time: 0.100, memory: 16628, top1_acc: 0.5058, top5_acc: 0.7415, loss_cls: 2.1889, loss: 2.1889, grad_norm: 2.9439 2021-01-26 14:57:06,695 - mmaction - INFO - Epoch [182][400/2147] lr: 3.945e-02, eta: 3 days, 2:28:54, time: 1.481, data_time: 0.012, memory: 16628, top1_acc: 0.4830, top5_acc: 0.7045, loss_cls: 2.2998, loss: 2.2998, grad_norm: 3.0054 2021-01-26 14:57:40,165 - mmaction - INFO - Epoch [182][420/2147] lr: 3.945e-02, eta: 3 days, 2:28:20, time: 1.677, data_time: 0.011, memory: 16628, top1_acc: 0.4826, top5_acc: 0.7286, loss_cls: 2.2340, loss: 2.2340, grad_norm: 2.9930 2021-01-26 14:58:12,576 - mmaction - INFO - Epoch [182][440/2147] lr: 3.945e-02, eta: 3 days, 2:27:47, time: 1.622, data_time: 0.005, memory: 16628, top1_acc: 0.4737, top5_acc: 0.7232, loss_cls: 2.3088, loss: 2.3088, grad_norm: 2.9979 2021-01-26 14:58:43,167 - mmaction - INFO - Epoch [182][460/2147] lr: 3.945e-02, eta: 3 days, 2:27:12, time: 1.529, data_time: 0.001, memory: 16628, top1_acc: 0.4719, top5_acc: 0.7179, loss_cls: 2.2972, loss: 2.2972, grad_norm: 3.0261 2021-01-26 14:59:15,522 - mmaction - INFO - Epoch [182][480/2147] lr: 3.945e-02, eta: 3 days, 2:26:38, time: 1.614, data_time: 0.005, memory: 16628, top1_acc: 0.4634, top5_acc: 0.7027, loss_cls: 2.3446, loss: 2.3446, grad_norm: 2.9651 2021-01-26 14:59:52,418 - mmaction - INFO - Epoch [182][500/2147] lr: 3.945e-02, eta: 3 days, 2:26:06, time: 1.846, data_time: 0.008, memory: 16628, top1_acc: 0.4817, top5_acc: 0.7147, loss_cls: 2.2631, loss: 2.2631, grad_norm: 2.9526 2021-01-26 15:00:23,222 - mmaction - INFO - Epoch [182][520/2147] lr: 3.945e-02, eta: 3 days, 2:25:32, time: 1.540, data_time: 0.006, memory: 16628, top1_acc: 0.4888, top5_acc: 0.7304, loss_cls: 2.2472, loss: 2.2472, grad_norm: 2.9652 2021-01-26 15:00:56,394 - mmaction - INFO - Epoch [182][540/2147] lr: 3.945e-02, eta: 3 days, 2:24:58, time: 1.654, data_time: 0.007, memory: 16628, top1_acc: 0.4835, top5_acc: 0.7250, loss_cls: 2.2939, loss: 2.2939, grad_norm: 2.9573 2021-01-26 15:01:27,680 - mmaction - INFO - Epoch [182][560/2147] lr: 3.945e-02, eta: 3 days, 2:24:24, time: 1.570, data_time: 0.020, memory: 16628, top1_acc: 0.4835, top5_acc: 0.7179, loss_cls: 2.2867, loss: 2.2867, grad_norm: 2.9029 2021-01-26 15:02:00,893 - mmaction - INFO - Epoch [182][580/2147] lr: 3.945e-02, eta: 3 days, 2:23:51, time: 1.655, data_time: 0.004, memory: 16628, top1_acc: 0.4853, top5_acc: 0.7183, loss_cls: 2.2627, loss: 2.2627, grad_norm: 2.9627 2021-01-26 15:02:33,714 - mmaction - INFO - Epoch [182][600/2147] lr: 3.945e-02, eta: 3 days, 2:23:17, time: 1.634, data_time: 0.012, memory: 16628, top1_acc: 0.4772, top5_acc: 0.7326, loss_cls: 2.2511, loss: 2.2511, grad_norm: 2.9366 2021-01-26 15:03:10,108 - mmaction - INFO - Epoch [182][620/2147] lr: 3.945e-02, eta: 3 days, 2:22:45, time: 1.825, data_time: 0.018, memory: 16628, top1_acc: 0.4795, top5_acc: 0.7129, loss_cls: 2.2778, loss: 2.2778, grad_norm: 3.0373 2021-01-26 15:03:39,095 - mmaction - INFO - Epoch [182][640/2147] lr: 3.945e-02, eta: 3 days, 2:22:10, time: 1.457, data_time: 0.015, memory: 16628, top1_acc: 0.4772, top5_acc: 0.7156, loss_cls: 2.2704, loss: 2.2704, grad_norm: 2.9977 2021-01-26 15:04:07,878 - mmaction - INFO - Epoch [182][660/2147] lr: 3.945e-02, eta: 3 days, 2:21:34, time: 1.441, data_time: 0.005, memory: 16628, top1_acc: 0.4799, top5_acc: 0.7152, loss_cls: 2.3004, loss: 2.3004, grad_norm: 2.9696 2021-01-26 15:04:39,056 - mmaction - INFO - Epoch [182][680/2147] lr: 3.945e-02, eta: 3 days, 2:21:00, time: 1.558, data_time: 0.008, memory: 16628, top1_acc: 0.4920, top5_acc: 0.7371, loss_cls: 2.1880, loss: 2.1880, grad_norm: 2.8802 2021-01-26 15:05:16,084 - mmaction - INFO - Epoch [182][700/2147] lr: 3.945e-02, eta: 3 days, 2:20:28, time: 1.848, data_time: 0.005, memory: 16628, top1_acc: 0.4821, top5_acc: 0.7031, loss_cls: 2.3442, loss: 2.3442, grad_norm: 2.9926 2021-01-26 15:05:46,815 - mmaction - INFO - Epoch [182][720/2147] lr: 3.945e-02, eta: 3 days, 2:19:54, time: 1.525, data_time: 0.012, memory: 16628, top1_acc: 0.4906, top5_acc: 0.7299, loss_cls: 2.2337, loss: 2.2337, grad_norm: 2.9935 2021-01-26 15:06:15,644 - mmaction - INFO - Epoch [182][740/2147] lr: 3.945e-02, eta: 3 days, 2:19:18, time: 1.458, data_time: 0.024, memory: 16628, top1_acc: 0.4665, top5_acc: 0.7040, loss_cls: 2.3617, loss: 2.3617, grad_norm: 2.9692 2021-01-26 15:07:04,973 - mmaction - INFO - Epoch [182][760/2147] lr: 3.945e-02, eta: 3 days, 2:18:51, time: 2.449, data_time: 0.070, memory: 16628, top1_acc: 0.4759, top5_acc: 0.7125, loss_cls: 2.3301, loss: 2.3301, grad_norm: 2.9601 2021-01-26 15:07:34,949 - mmaction - INFO - Epoch [182][780/2147] lr: 3.945e-02, eta: 3 days, 2:18:17, time: 1.515, data_time: 0.030, memory: 16628, top1_acc: 0.4589, top5_acc: 0.7129, loss_cls: 2.3218, loss: 2.3218, grad_norm: 2.9605 2021-01-26 15:08:03,628 - mmaction - INFO - Epoch [182][800/2147] lr: 3.945e-02, eta: 3 days, 2:17:41, time: 1.431, data_time: 0.009, memory: 16628, top1_acc: 0.4835, top5_acc: 0.7094, loss_cls: 2.2848, loss: 2.2848, grad_norm: 2.9649 2021-01-26 15:08:36,924 - mmaction - INFO - Epoch [182][820/2147] lr: 3.945e-02, eta: 3 days, 2:17:08, time: 1.656, data_time: 0.006, memory: 16628, top1_acc: 0.4696, top5_acc: 0.7054, loss_cls: 2.3271, loss: 2.3271, grad_norm: 2.9483 2021-01-26 15:09:09,925 - mmaction - INFO - Epoch [182][840/2147] lr: 3.945e-02, eta: 3 days, 2:16:34, time: 1.655, data_time: 0.020, memory: 16628, top1_acc: 0.4879, top5_acc: 0.7344, loss_cls: 2.2150, loss: 2.2150, grad_norm: 3.0209 2021-01-26 15:09:42,284 - mmaction - INFO - Epoch [182][860/2147] lr: 3.945e-02, eta: 3 days, 2:16:01, time: 1.622, data_time: 0.015, memory: 16628, top1_acc: 0.4647, top5_acc: 0.6987, loss_cls: 2.3632, loss: 2.3632, grad_norm: 3.0017 2021-01-26 15:10:13,541 - mmaction - INFO - Epoch [182][880/2147] lr: 3.945e-02, eta: 3 days, 2:15:26, time: 1.563, data_time: 0.009, memory: 16628, top1_acc: 0.4710, top5_acc: 0.7174, loss_cls: 2.2849, loss: 2.2849, grad_norm: 3.0297 2021-01-26 15:10:44,152 - mmaction - INFO - Epoch [182][900/2147] lr: 3.945e-02, eta: 3 days, 2:14:52, time: 1.520, data_time: 0.009, memory: 16628, top1_acc: 0.4951, top5_acc: 0.7321, loss_cls: 2.2297, loss: 2.2297, grad_norm: 3.0772 2021-01-26 15:11:13,484 - mmaction - INFO - Epoch [182][920/2147] lr: 3.945e-02, eta: 3 days, 2:14:17, time: 1.478, data_time: 0.018, memory: 16628, top1_acc: 0.4576, top5_acc: 0.7187, loss_cls: 2.3345, loss: 2.3345, grad_norm: 3.0237 2021-01-26 15:11:46,234 - mmaction - INFO - Epoch [182][940/2147] lr: 3.945e-02, eta: 3 days, 2:13:42, time: 1.507, data_time: 0.005, memory: 16628, top1_acc: 0.4705, top5_acc: 0.7228, loss_cls: 2.2796, loss: 2.2796, grad_norm: 3.0470 2021-01-26 15:12:19,703 - mmaction - INFO - Epoch [182][960/2147] lr: 3.945e-02, eta: 3 days, 2:13:10, time: 1.806, data_time: 0.139, memory: 16628, top1_acc: 0.4799, top5_acc: 0.7125, loss_cls: 2.3038, loss: 2.3038, grad_norm: 2.9657 2021-01-26 15:12:56,317 - mmaction - INFO - Epoch [182][980/2147] lr: 3.945e-02, eta: 3 days, 2:12:37, time: 1.768, data_time: 0.008, memory: 16628, top1_acc: 0.4732, top5_acc: 0.7116, loss_cls: 2.2969, loss: 2.2969, grad_norm: 2.9290 2021-01-26 15:13:28,258 - mmaction - INFO - Epoch [182][1000/2147] lr: 3.945e-02, eta: 3 days, 2:12:04, time: 1.655, data_time: 0.070, memory: 16628, top1_acc: 0.4683, top5_acc: 0.7205, loss_cls: 2.2913, loss: 2.2913, grad_norm: 3.0017 2021-01-26 15:13:59,766 - mmaction - INFO - Epoch [182][1020/2147] lr: 3.945e-02, eta: 3 days, 2:11:29, time: 1.548, data_time: 0.012, memory: 16628, top1_acc: 0.4813, top5_acc: 0.7286, loss_cls: 2.2451, loss: 2.2451, grad_norm: 2.9648 2021-01-26 15:14:28,705 - mmaction - INFO - Epoch [182][1040/2147] lr: 3.945e-02, eta: 3 days, 2:10:54, time: 1.472, data_time: 0.040, memory: 16628, top1_acc: 0.4737, top5_acc: 0.7330, loss_cls: 2.2153, loss: 2.2153, grad_norm: 2.9249 2021-01-26 15:14:58,394 - mmaction - INFO - Epoch [182][1060/2147] lr: 3.945e-02, eta: 3 days, 2:10:20, time: 1.490, data_time: 0.009, memory: 16628, top1_acc: 0.4808, top5_acc: 0.7031, loss_cls: 2.3343, loss: 2.3343, grad_norm: 3.0262 2021-01-26 15:15:29,246 - mmaction - INFO - Epoch [182][1080/2147] lr: 3.945e-02, eta: 3 days, 2:09:45, time: 1.539, data_time: 0.005, memory: 16628, top1_acc: 0.4826, top5_acc: 0.7237, loss_cls: 2.2584, loss: 2.2584, grad_norm: 3.0062 2021-01-26 15:15:58,345 - mmaction - INFO - Epoch [182][1100/2147] lr: 3.945e-02, eta: 3 days, 2:09:10, time: 1.451, data_time: 0.008, memory: 16628, top1_acc: 0.4647, top5_acc: 0.7089, loss_cls: 2.3203, loss: 2.3203, grad_norm: 2.9636 2021-01-26 15:16:31,437 - mmaction - INFO - Epoch [182][1120/2147] lr: 3.945e-02, eta: 3 days, 2:08:36, time: 1.657, data_time: 0.013, memory: 16628, top1_acc: 0.4625, top5_acc: 0.7013, loss_cls: 2.3658, loss: 2.3658, grad_norm: 3.0041 2021-01-26 15:17:08,012 - mmaction - INFO - Epoch [182][1140/2147] lr: 3.945e-02, eta: 3 days, 2:08:04, time: 1.832, data_time: 0.064, memory: 16628, top1_acc: 0.4804, top5_acc: 0.7205, loss_cls: 2.2478, loss: 2.2478, grad_norm: 3.0065 2021-01-26 15:17:39,360 - mmaction - INFO - Epoch [182][1160/2147] lr: 3.945e-02, eta: 3 days, 2:07:30, time: 1.568, data_time: 0.007, memory: 16628, top1_acc: 0.4772, top5_acc: 0.7094, loss_cls: 2.3047, loss: 2.3047, grad_norm: 3.0056 2021-01-26 15:18:10,507 - mmaction - INFO - Epoch [182][1180/2147] lr: 3.945e-02, eta: 3 days, 2:06:56, time: 1.556, data_time: 0.006, memory: 16628, top1_acc: 0.4817, top5_acc: 0.7304, loss_cls: 2.2386, loss: 2.2386, grad_norm: 2.9211 2021-01-26 15:18:40,547 - mmaction - INFO - Epoch [182][1200/2147] lr: 3.945e-02, eta: 3 days, 2:06:21, time: 1.500, data_time: 0.007, memory: 16628, top1_acc: 0.4795, top5_acc: 0.7183, loss_cls: 2.2917, loss: 2.2917, grad_norm: 3.0363 2021-01-26 15:19:11,058 - mmaction - INFO - Epoch [182][1220/2147] lr: 3.945e-02, eta: 3 days, 2:05:47, time: 1.527, data_time: 0.007, memory: 16628, top1_acc: 0.4790, top5_acc: 0.7214, loss_cls: 2.2596, loss: 2.2596, grad_norm: 2.9658 2021-01-26 15:19:44,652 - mmaction - INFO - Epoch [182][1240/2147] lr: 3.945e-02, eta: 3 days, 2:05:13, time: 1.680, data_time: 0.006, memory: 16628, top1_acc: 0.4786, top5_acc: 0.7058, loss_cls: 2.2906, loss: 2.2906, grad_norm: 2.9084 2021-01-26 15:20:18,358 - mmaction - INFO - Epoch [182][1260/2147] lr: 3.945e-02, eta: 3 days, 2:04:40, time: 1.685, data_time: 0.007, memory: 16628, top1_acc: 0.4576, top5_acc: 0.7112, loss_cls: 2.3118, loss: 2.3118, grad_norm: 3.0064 2021-01-26 15:20:46,853 - mmaction - INFO - Epoch [182][1280/2147] lr: 3.945e-02, eta: 3 days, 2:04:05, time: 1.427, data_time: 0.015, memory: 16628, top1_acc: 0.4638, top5_acc: 0.7183, loss_cls: 2.3265, loss: 2.3265, grad_norm: 3.0019 2021-01-26 15:21:16,086 - mmaction - INFO - Epoch [182][1300/2147] lr: 3.945e-02, eta: 3 days, 2:03:30, time: 1.459, data_time: 0.003, memory: 16628, top1_acc: 0.4906, top5_acc: 0.7330, loss_cls: 2.2744, loss: 2.2744, grad_norm: 2.9521 2021-01-26 15:21:47,840 - mmaction - INFO - Epoch [182][1320/2147] lr: 3.945e-02, eta: 3 days, 2:02:56, time: 1.591, data_time: 0.007, memory: 16628, top1_acc: 0.4817, top5_acc: 0.7232, loss_cls: 2.2995, loss: 2.2995, grad_norm: 3.0767 2021-01-26 15:22:18,216 - mmaction - INFO - Epoch [182][1340/2147] lr: 3.945e-02, eta: 3 days, 2:02:21, time: 1.511, data_time: 0.002, memory: 16628, top1_acc: 0.4737, top5_acc: 0.7036, loss_cls: 2.3258, loss: 2.3258, grad_norm: 2.9856 2021-01-26 15:22:48,742 - mmaction - INFO - Epoch [182][1360/2147] lr: 3.945e-02, eta: 3 days, 2:01:46, time: 1.535, data_time: 0.022, memory: 16628, top1_acc: 0.4701, top5_acc: 0.7147, loss_cls: 2.2880, loss: 2.2880, grad_norm: 2.9989 2021-01-26 15:23:20,014 - mmaction - INFO - Epoch [182][1380/2147] lr: 3.945e-02, eta: 3 days, 2:01:12, time: 1.563, data_time: 0.005, memory: 16628, top1_acc: 0.4862, top5_acc: 0.7277, loss_cls: 2.2480, loss: 2.2480, grad_norm: 2.9474 2021-01-26 15:23:48,340 - mmaction - INFO - Epoch [182][1400/2147] lr: 3.945e-02, eta: 3 days, 2:00:37, time: 1.416, data_time: 0.001, memory: 16628, top1_acc: 0.4759, top5_acc: 0.7246, loss_cls: 2.2718, loss: 2.2718, grad_norm: 3.0283 2021-01-26 15:24:16,855 - mmaction - INFO - Epoch [182][1420/2147] lr: 3.945e-02, eta: 3 days, 2:00:01, time: 1.425, data_time: 0.002, memory: 16628, top1_acc: 0.4634, top5_acc: 0.7134, loss_cls: 2.3318, loss: 2.3318, grad_norm: 3.0958 2021-01-26 15:24:45,710 - mmaction - INFO - Epoch [182][1440/2147] lr: 3.945e-02, eta: 3 days, 1:59:26, time: 1.443, data_time: 0.006, memory: 16628, top1_acc: 0.4866, top5_acc: 0.7161, loss_cls: 2.2934, loss: 2.2934, grad_norm: 2.8633 2021-01-26 15:25:19,363 - mmaction - INFO - Epoch [182][1460/2147] lr: 3.945e-02, eta: 3 days, 1:58:53, time: 1.670, data_time: 0.029, memory: 16628, top1_acc: 0.4580, top5_acc: 0.7107, loss_cls: 2.3594, loss: 2.3594, grad_norm: 2.9974 2021-01-26 15:25:50,628 - mmaction - INFO - Epoch [182][1480/2147] lr: 3.945e-02, eta: 3 days, 1:58:19, time: 1.574, data_time: 0.037, memory: 16628, top1_acc: 0.5000, top5_acc: 0.7321, loss_cls: 2.2266, loss: 2.2266, grad_norm: 2.9890 2021-01-26 15:26:19,261 - mmaction - INFO - Epoch [182][1500/2147] lr: 3.945e-02, eta: 3 days, 1:57:43, time: 1.435, data_time: 0.012, memory: 16628, top1_acc: 0.4799, top5_acc: 0.7281, loss_cls: 2.2620, loss: 2.2620, grad_norm: 2.9785 2021-01-26 15:26:52,948 - mmaction - INFO - Epoch [182][1520/2147] lr: 3.945e-02, eta: 3 days, 1:57:10, time: 1.683, data_time: 0.004, memory: 16628, top1_acc: 0.4848, top5_acc: 0.7201, loss_cls: 2.2362, loss: 2.2362, grad_norm: 3.0345 2021-01-26 15:27:22,710 - mmaction - INFO - Epoch [182][1540/2147] lr: 3.945e-02, eta: 3 days, 1:56:35, time: 1.488, data_time: 0.002, memory: 16628, top1_acc: 0.4902, top5_acc: 0.7254, loss_cls: 2.2144, loss: 2.2144, grad_norm: 3.0285 2021-01-26 15:27:51,652 - mmaction - INFO - Epoch [182][1560/2147] lr: 3.945e-02, eta: 3 days, 1:56:00, time: 1.447, data_time: 0.003, memory: 16628, top1_acc: 0.4772, top5_acc: 0.7031, loss_cls: 2.3305, loss: 2.3305, grad_norm: 2.9890 2021-01-26 15:28:21,124 - mmaction - INFO - Epoch [182][1580/2147] lr: 3.945e-02, eta: 3 days, 1:55:25, time: 1.474, data_time: 0.004, memory: 16628, top1_acc: 0.4853, top5_acc: 0.7129, loss_cls: 2.2940, loss: 2.2940, grad_norm: 2.9940 2021-01-26 15:28:53,009 - mmaction - INFO - Epoch [182][1600/2147] lr: 3.945e-02, eta: 3 days, 1:54:51, time: 1.590, data_time: 0.006, memory: 16628, top1_acc: 0.4732, top5_acc: 0.7232, loss_cls: 2.3129, loss: 2.3129, grad_norm: 2.9792 2021-01-26 15:29:26,768 - mmaction - INFO - Epoch [182][1620/2147] lr: 3.945e-02, eta: 3 days, 1:54:18, time: 1.687, data_time: 0.008, memory: 16628, top1_acc: 0.4763, top5_acc: 0.7094, loss_cls: 2.3548, loss: 2.3548, grad_norm: 3.0540 2021-01-26 15:29:58,764 - mmaction - INFO - Epoch [182][1640/2147] lr: 3.945e-02, eta: 3 days, 1:53:44, time: 1.589, data_time: 0.008, memory: 16628, top1_acc: 0.4696, top5_acc: 0.7121, loss_cls: 2.3396, loss: 2.3396, grad_norm: 3.0172 2021-01-26 15:30:31,589 - mmaction - INFO - Epoch [182][1660/2147] lr: 3.945e-02, eta: 3 days, 1:53:10, time: 1.653, data_time: 0.023, memory: 16628, top1_acc: 0.4804, top5_acc: 0.7116, loss_cls: 2.3103, loss: 2.3103, grad_norm: 2.9835 2021-01-26 15:31:07,275 - mmaction - INFO - Epoch [182][1680/2147] lr: 3.945e-02, eta: 3 days, 1:52:38, time: 1.777, data_time: 0.016, memory: 16628, top1_acc: 0.4754, top5_acc: 0.7246, loss_cls: 2.2422, loss: 2.2422, grad_norm: 2.9390 2021-01-26 15:31:43,636 - mmaction - INFO - Epoch [182][1700/2147] lr: 3.945e-02, eta: 3 days, 1:52:05, time: 1.824, data_time: 0.019, memory: 16628, top1_acc: 0.4723, top5_acc: 0.7138, loss_cls: 2.2998, loss: 2.2998, grad_norm: 3.0240 2021-01-26 15:32:12,789 - mmaction - INFO - Epoch [182][1720/2147] lr: 3.945e-02, eta: 3 days, 1:51:30, time: 1.462, data_time: 0.014, memory: 16628, top1_acc: 0.4616, top5_acc: 0.7080, loss_cls: 2.3550, loss: 2.3550, grad_norm: 2.9905 2021-01-26 15:32:46,127 - mmaction - INFO - Epoch [182][1740/2147] lr: 3.945e-02, eta: 3 days, 1:50:57, time: 1.667, data_time: 0.006, memory: 16628, top1_acc: 0.4571, top5_acc: 0.7205, loss_cls: 2.3557, loss: 2.3557, grad_norm: 3.0177 2021-01-26 15:33:15,544 - mmaction - INFO - Epoch [182][1760/2147] lr: 3.945e-02, eta: 3 days, 1:50:22, time: 1.470, data_time: 0.010, memory: 16628, top1_acc: 0.4987, top5_acc: 0.7415, loss_cls: 2.1858, loss: 2.1858, grad_norm: 2.9661 2021-01-26 15:33:50,588 - mmaction - INFO - Epoch [182][1780/2147] lr: 3.945e-02, eta: 3 days, 1:49:49, time: 1.748, data_time: 0.010, memory: 16628, top1_acc: 0.4866, top5_acc: 0.7286, loss_cls: 2.2457, loss: 2.2457, grad_norm: 2.9223 2021-01-26 15:34:19,551 - mmaction - INFO - Epoch [182][1800/2147] lr: 3.945e-02, eta: 3 days, 1:49:14, time: 1.455, data_time: 0.008, memory: 16628, top1_acc: 0.4786, top5_acc: 0.6978, loss_cls: 2.3508, loss: 2.3508, grad_norm: 2.9773 2021-01-26 15:34:50,420 - mmaction - INFO - Epoch [182][1820/2147] lr: 3.945e-02, eta: 3 days, 1:48:40, time: 1.537, data_time: 0.002, memory: 16628, top1_acc: 0.4911, top5_acc: 0.7246, loss_cls: 2.2407, loss: 2.2407, grad_norm: 2.9927 2021-01-26 15:35:19,855 - mmaction - INFO - Epoch [182][1840/2147] lr: 3.945e-02, eta: 3 days, 1:48:05, time: 1.475, data_time: 0.015, memory: 16628, top1_acc: 0.4879, top5_acc: 0.7103, loss_cls: 2.2540, loss: 2.2540, grad_norm: 2.9620 2021-01-26 15:35:53,567 - mmaction - INFO - Epoch [182][1860/2147] lr: 3.945e-02, eta: 3 days, 1:47:31, time: 1.682, data_time: 0.009, memory: 16628, top1_acc: 0.4750, top5_acc: 0.7067, loss_cls: 2.3320, loss: 2.3320, grad_norm: 2.9797 2021-01-26 15:36:23,382 - mmaction - INFO - Epoch [182][1880/2147] lr: 3.945e-02, eta: 3 days, 1:46:57, time: 1.497, data_time: 0.011, memory: 16628, top1_acc: 0.4786, top5_acc: 0.7223, loss_cls: 2.2848, loss: 2.2848, grad_norm: 2.9260 2021-01-26 15:36:56,573 - mmaction - INFO - Epoch [182][1900/2147] lr: 3.945e-02, eta: 3 days, 1:46:23, time: 1.659, data_time: 0.002, memory: 16628, top1_acc: 0.5049, top5_acc: 0.7205, loss_cls: 2.2057, loss: 2.2057, grad_norm: 2.9943 2021-01-26 15:37:26,062 - mmaction - INFO - Epoch [182][1920/2147] lr: 3.945e-02, eta: 3 days, 1:45:48, time: 1.474, data_time: 0.006, memory: 16628, top1_acc: 0.4754, top5_acc: 0.7116, loss_cls: 2.3039, loss: 2.3039, grad_norm: 2.9713 2021-01-26 15:37:59,717 - mmaction - INFO - Epoch [182][1940/2147] lr: 3.945e-02, eta: 3 days, 1:45:15, time: 1.680, data_time: 0.007, memory: 16628, top1_acc: 0.5004, top5_acc: 0.7335, loss_cls: 2.2011, loss: 2.2011, grad_norm: 2.9250 2021-01-26 15:38:31,214 - mmaction - INFO - Epoch [182][1960/2147] lr: 3.945e-02, eta: 3 days, 1:44:41, time: 1.578, data_time: 0.009, memory: 16628, top1_acc: 0.4768, top5_acc: 0.7183, loss_cls: 2.2913, loss: 2.2913, grad_norm: 3.0503 2021-01-26 15:39:00,341 - mmaction - INFO - Epoch [182][1980/2147] lr: 3.945e-02, eta: 3 days, 1:44:06, time: 1.456, data_time: 0.002, memory: 16628, top1_acc: 0.4987, top5_acc: 0.7357, loss_cls: 2.1862, loss: 2.1862, grad_norm: 2.9510 2021-01-26 15:39:30,113 - mmaction - INFO - Epoch [182][2000/2147] lr: 3.945e-02, eta: 3 days, 1:43:31, time: 1.488, data_time: 0.004, memory: 16628, top1_acc: 0.4710, top5_acc: 0.7116, loss_cls: 2.2976, loss: 2.2976, grad_norm: 2.9572 2021-01-26 15:40:02,550 - mmaction - INFO - Epoch [182][2020/2147] lr: 3.945e-02, eta: 3 days, 1:42:57, time: 1.615, data_time: 0.008, memory: 16628, top1_acc: 0.4848, top5_acc: 0.7134, loss_cls: 2.3123, loss: 2.3123, grad_norm: 3.0166 2021-01-26 15:40:34,019 - mmaction - INFO - Epoch [182][2040/2147] lr: 3.945e-02, eta: 3 days, 1:42:23, time: 1.577, data_time: 0.015, memory: 16628, top1_acc: 0.4848, top5_acc: 0.7205, loss_cls: 2.2858, loss: 2.2858, grad_norm: 2.9645 2021-01-26 15:41:05,868 - mmaction - INFO - Epoch [182][2060/2147] lr: 3.945e-02, eta: 3 days, 1:41:49, time: 1.592, data_time: 0.006, memory: 16628, top1_acc: 0.4781, top5_acc: 0.7170, loss_cls: 2.3025, loss: 2.3025, grad_norm: 2.9548 2021-01-26 15:41:52,877 - mmaction - INFO - Epoch [182][2080/2147] lr: 3.945e-02, eta: 3 days, 1:41:21, time: 2.336, data_time: 0.017, memory: 16628, top1_acc: 0.4875, top5_acc: 0.7241, loss_cls: 2.2405, loss: 2.2405, grad_norm: 3.0157 2021-01-26 15:42:22,159 - mmaction - INFO - Epoch [182][2100/2147] lr: 3.945e-02, eta: 3 days, 1:40:46, time: 1.482, data_time: 0.028, memory: 16628, top1_acc: 0.4768, top5_acc: 0.7232, loss_cls: 2.2822, loss: 2.2822, grad_norm: 3.0936 2021-01-26 15:42:51,702 - mmaction - INFO - Epoch [182][2120/2147] lr: 3.945e-02, eta: 3 days, 1:40:11, time: 1.477, data_time: 0.003, memory: 16628, top1_acc: 0.4821, top5_acc: 0.7143, loss_cls: 2.3055, loss: 2.3055, grad_norm: 3.0274 2021-01-26 15:43:21,916 - mmaction - INFO - Epoch [182][2140/2147] lr: 3.945e-02, eta: 3 days, 1:39:36, time: 1.510, data_time: 0.005, memory: 16628, top1_acc: 0.4750, top5_acc: 0.7187, loss_cls: 2.3067, loss: 2.3067, grad_norm: 3.0798 2021-01-26 15:50:02,641 - mmaction - INFO - Epoch [183][20/2147] lr: 3.848e-02, eta: 3 days, 1:41:03, time: 18.447, data_time: 16.506, memory: 16628, top1_acc: 0.4518, top5_acc: 0.6946, loss_cls: 2.3702, loss: 2.3702, grad_norm: 3.0369 2021-01-26 15:50:32,066 - mmaction - INFO - Epoch [183][40/2147] lr: 3.848e-02, eta: 3 days, 1:40:28, time: 1.482, data_time: 0.016, memory: 16628, top1_acc: 0.4754, top5_acc: 0.7121, loss_cls: 2.2981, loss: 2.2981, grad_norm: 2.9713 2021-01-26 15:51:03,532 - mmaction - INFO - Epoch [183][60/2147] lr: 3.848e-02, eta: 3 days, 1:39:54, time: 1.563, data_time: 0.009, memory: 16628, top1_acc: 0.4754, top5_acc: 0.7174, loss_cls: 2.2830, loss: 2.2830, grad_norm: 2.9293 2021-01-26 15:51:36,505 - mmaction - INFO - Epoch [183][80/2147] lr: 3.848e-02, eta: 3 days, 1:39:20, time: 1.661, data_time: 0.015, memory: 16628, top1_acc: 0.4969, top5_acc: 0.7299, loss_cls: 2.2146, loss: 2.2146, grad_norm: 2.9683 2021-01-26 15:52:06,343 - mmaction - INFO - Epoch [183][100/2147] lr: 3.848e-02, eta: 3 days, 1:38:46, time: 1.490, data_time: 0.004, memory: 16628, top1_acc: 0.4915, top5_acc: 0.7415, loss_cls: 2.1918, loss: 2.1918, grad_norm: 2.9776 2021-01-26 15:52:37,036 - mmaction - INFO - Epoch [183][120/2147] lr: 3.848e-02, eta: 3 days, 1:38:11, time: 1.532, data_time: 0.004, memory: 16628, top1_acc: 0.4790, top5_acc: 0.7237, loss_cls: 2.2330, loss: 2.2330, grad_norm: 3.0284 2021-01-26 15:53:21,537 - mmaction - INFO - Epoch [183][140/2147] lr: 3.848e-02, eta: 3 days, 1:37:42, time: 2.229, data_time: 0.009, memory: 16628, top1_acc: 0.4862, top5_acc: 0.7237, loss_cls: 2.2624, loss: 2.2624, grad_norm: 2.9655 2021-01-26 15:53:53,246 - mmaction - INFO - Epoch [183][160/2147] lr: 3.848e-02, eta: 3 days, 1:37:08, time: 1.586, data_time: 0.005, memory: 16628, top1_acc: 0.4884, top5_acc: 0.7263, loss_cls: 2.2410, loss: 2.2410, grad_norm: 2.9491 2021-01-26 15:54:29,085 - mmaction - INFO - Epoch [183][180/2147] lr: 3.848e-02, eta: 3 days, 1:36:36, time: 1.786, data_time: 0.009, memory: 16628, top1_acc: 0.4612, top5_acc: 0.7049, loss_cls: 2.3570, loss: 2.3570, grad_norm: 3.0939 2021-01-26 15:55:00,410 - mmaction - INFO - Epoch [183][200/2147] lr: 3.848e-02, eta: 3 days, 1:36:01, time: 1.564, data_time: 0.018, memory: 16628, top1_acc: 0.4759, top5_acc: 0.7174, loss_cls: 2.2701, loss: 2.2701, grad_norm: 2.9353 2021-01-26 15:55:29,287 - mmaction - INFO - Epoch [183][220/2147] lr: 3.848e-02, eta: 3 days, 1:35:26, time: 1.450, data_time: 0.014, memory: 16628, top1_acc: 0.4812, top5_acc: 0.7214, loss_cls: 2.2635, loss: 2.2635, grad_norm: 2.9997 2021-01-26 15:56:07,694 - mmaction - INFO - Epoch [183][240/2147] lr: 3.848e-02, eta: 3 days, 1:34:55, time: 1.906, data_time: 0.008, memory: 16628, top1_acc: 0.4915, top5_acc: 0.7241, loss_cls: 2.2550, loss: 2.2550, grad_norm: 2.9717 2021-01-26 15:56:39,621 - mmaction - INFO - Epoch [183][260/2147] lr: 3.848e-02, eta: 3 days, 1:34:21, time: 1.609, data_time: 0.105, memory: 16628, top1_acc: 0.4942, top5_acc: 0.7281, loss_cls: 2.2347, loss: 2.2347, grad_norm: 3.0470 2021-01-26 15:57:19,532 - mmaction - INFO - Epoch [183][280/2147] lr: 3.848e-02, eta: 3 days, 1:33:50, time: 1.993, data_time: 0.028, memory: 16628, top1_acc: 0.4853, top5_acc: 0.7250, loss_cls: 2.2510, loss: 2.2510, grad_norm: 3.0126 2021-01-26 15:57:48,144 - mmaction - INFO - Epoch [183][300/2147] lr: 3.848e-02, eta: 3 days, 1:33:15, time: 1.437, data_time: 0.012, memory: 16628, top1_acc: 0.4857, top5_acc: 0.7277, loss_cls: 2.2515, loss: 2.2515, grad_norm: 3.0292 2021-01-26 15:58:31,120 - mmaction - INFO - Epoch [183][320/2147] lr: 3.848e-02, eta: 3 days, 1:32:45, time: 2.147, data_time: 0.004, memory: 16628, top1_acc: 0.4799, top5_acc: 0.7241, loss_cls: 2.2739, loss: 2.2739, grad_norm: 3.0303 2021-01-26 15:58:59,703 - mmaction - INFO - Epoch [183][340/2147] lr: 3.848e-02, eta: 3 days, 1:32:10, time: 1.430, data_time: 0.009, memory: 16628, top1_acc: 0.4978, top5_acc: 0.7281, loss_cls: 2.2355, loss: 2.2355, grad_norm: 3.0144 2021-01-26 15:59:29,935 - mmaction - INFO - Epoch [183][360/2147] lr: 3.848e-02, eta: 3 days, 1:31:35, time: 1.511, data_time: 0.007, memory: 16628, top1_acc: 0.4737, top5_acc: 0.7214, loss_cls: 2.2814, loss: 2.2814, grad_norm: 3.0690 2021-01-26 16:00:00,555 - mmaction - INFO - Epoch [183][380/2147] lr: 3.848e-02, eta: 3 days, 1:31:01, time: 1.532, data_time: 0.004, memory: 16628, top1_acc: 0.5134, top5_acc: 0.7308, loss_cls: 2.1774, loss: 2.1774, grad_norm: 2.9370 2021-01-26 16:00:29,578 - mmaction - INFO - Epoch [183][400/2147] lr: 3.848e-02, eta: 3 days, 1:30:26, time: 1.450, data_time: 0.003, memory: 16628, top1_acc: 0.4991, top5_acc: 0.7134, loss_cls: 2.2825, loss: 2.2825, grad_norm: 3.0353 2021-01-26 16:00:58,723 - mmaction - INFO - Epoch [183][420/2147] lr: 3.848e-02, eta: 3 days, 1:29:50, time: 1.457, data_time: 0.005, memory: 16628, top1_acc: 0.4647, top5_acc: 0.7040, loss_cls: 2.3105, loss: 2.3105, grad_norm: 3.0406 2021-01-26 16:01:27,642 - mmaction - INFO - Epoch [183][440/2147] lr: 3.848e-02, eta: 3 days, 1:29:15, time: 1.446, data_time: 0.006, memory: 16628, top1_acc: 0.4812, top5_acc: 0.7263, loss_cls: 2.2897, loss: 2.2897, grad_norm: 2.9986 2021-01-26 16:01:59,480 - mmaction - INFO - Epoch [183][460/2147] lr: 3.848e-02, eta: 3 days, 1:28:41, time: 1.593, data_time: 0.006, memory: 16628, top1_acc: 0.4960, top5_acc: 0.7254, loss_cls: 2.2582, loss: 2.2582, grad_norm: 3.0454 2021-01-26 16:02:32,546 - mmaction - INFO - Epoch [183][480/2147] lr: 3.848e-02, eta: 3 days, 1:28:08, time: 1.646, data_time: 0.020, memory: 16628, top1_acc: 0.4821, top5_acc: 0.7143, loss_cls: 2.3209, loss: 2.3209, grad_norm: 3.0519 2021-01-26 16:03:01,534 - mmaction - INFO - Epoch [183][500/2147] lr: 3.848e-02, eta: 3 days, 1:27:32, time: 1.457, data_time: 0.029, memory: 16628, top1_acc: 0.4594, top5_acc: 0.7156, loss_cls: 2.3324, loss: 2.3324, grad_norm: 3.0528 2021-01-26 16:03:30,556 - mmaction - INFO - Epoch [183][520/2147] lr: 3.848e-02, eta: 3 days, 1:26:57, time: 1.450, data_time: 0.012, memory: 16628, top1_acc: 0.4737, top5_acc: 0.7143, loss_cls: 2.2847, loss: 2.2847, grad_norm: 3.0183 2021-01-26 16:03:59,454 - mmaction - INFO - Epoch [183][540/2147] lr: 3.848e-02, eta: 3 days, 1:26:22, time: 1.444, data_time: 0.004, memory: 16628, top1_acc: 0.4933, top5_acc: 0.7228, loss_cls: 2.2285, loss: 2.2285, grad_norm: 3.0614 2021-01-26 16:04:31,370 - mmaction - INFO - Epoch [183][560/2147] lr: 3.848e-02, eta: 3 days, 1:25:48, time: 1.592, data_time: 0.004, memory: 16628, top1_acc: 0.4924, top5_acc: 0.7299, loss_cls: 2.2202, loss: 2.2202, grad_norm: 3.0504 2021-01-26 16:05:04,235 - mmaction - INFO - Epoch [183][580/2147] lr: 3.848e-02, eta: 3 days, 1:25:14, time: 1.644, data_time: 0.012, memory: 16628, top1_acc: 0.4857, top5_acc: 0.7062, loss_cls: 2.3094, loss: 2.3094, grad_norm: 3.0570 2021-01-26 16:05:36,436 - mmaction - INFO - Epoch [183][600/2147] lr: 3.848e-02, eta: 3 days, 1:24:41, time: 1.603, data_time: 0.008, memory: 16628, top1_acc: 0.4884, top5_acc: 0.7201, loss_cls: 2.2711, loss: 2.2711, grad_norm: 2.9507 2021-01-26 16:06:09,172 - mmaction - INFO - Epoch [183][620/2147] lr: 3.848e-02, eta: 3 days, 1:24:07, time: 1.645, data_time: 0.014, memory: 16628, top1_acc: 0.4830, top5_acc: 0.7094, loss_cls: 2.3475, loss: 2.3475, grad_norm: 3.1284 2021-01-26 16:06:53,097 - mmaction - INFO - Epoch [183][640/2147] lr: 3.848e-02, eta: 3 days, 1:23:38, time: 2.197, data_time: 0.005, memory: 16628, top1_acc: 0.4754, top5_acc: 0.7232, loss_cls: 2.2897, loss: 2.2897, grad_norm: 3.0334 2021-01-26 16:07:25,266 - mmaction - INFO - Epoch [183][660/2147] lr: 3.848e-02, eta: 3 days, 1:23:04, time: 1.610, data_time: 0.016, memory: 16628, top1_acc: 0.4929, top5_acc: 0.7170, loss_cls: 2.2636, loss: 2.2636, grad_norm: 2.9700 2021-01-26 16:07:58,139 - mmaction - INFO - Epoch [183][680/2147] lr: 3.848e-02, eta: 3 days, 1:22:30, time: 1.559, data_time: 0.004, memory: 16628, top1_acc: 0.4871, top5_acc: 0.7201, loss_cls: 2.2251, loss: 2.2251, grad_norm: 2.9899 2021-01-26 16:08:30,104 - mmaction - INFO - Epoch [183][700/2147] lr: 3.848e-02, eta: 3 days, 1:21:56, time: 1.676, data_time: 0.088, memory: 16628, top1_acc: 0.4875, top5_acc: 0.7228, loss_cls: 2.2505, loss: 2.2505, grad_norm: 3.0884 2021-01-26 16:09:02,594 - mmaction - INFO - Epoch [183][720/2147] lr: 3.848e-02, eta: 3 days, 1:21:23, time: 1.626, data_time: 0.010, memory: 16628, top1_acc: 0.4625, top5_acc: 0.7067, loss_cls: 2.3690, loss: 2.3690, grad_norm: 3.0884 2021-01-26 16:09:34,171 - mmaction - INFO - Epoch [183][740/2147] lr: 3.848e-02, eta: 3 days, 1:20:48, time: 1.583, data_time: 0.009, memory: 16628, top1_acc: 0.4871, top5_acc: 0.7228, loss_cls: 2.2342, loss: 2.2342, grad_norm: 2.9229 2021-01-26 16:10:09,534 - mmaction - INFO - Epoch [183][760/2147] lr: 3.848e-02, eta: 3 days, 1:20:16, time: 1.765, data_time: 0.009, memory: 16628, top1_acc: 0.4603, top5_acc: 0.7067, loss_cls: 2.3456, loss: 2.3456, grad_norm: 3.0661 2021-01-26 16:10:40,414 - mmaction - INFO - Epoch [183][780/2147] lr: 3.848e-02, eta: 3 days, 1:19:41, time: 1.549, data_time: 0.016, memory: 16628, top1_acc: 0.4933, top5_acc: 0.7375, loss_cls: 2.2249, loss: 2.2249, grad_norm: 2.9653 2021-01-26 16:11:10,463 - mmaction - INFO - Epoch [183][800/2147] lr: 3.848e-02, eta: 3 days, 1:19:07, time: 1.498, data_time: 0.004, memory: 16628, top1_acc: 0.4674, top5_acc: 0.6942, loss_cls: 2.3352, loss: 2.3352, grad_norm: 2.9515 2021-01-26 16:11:48,733 - mmaction - INFO - Epoch [183][820/2147] lr: 3.848e-02, eta: 3 days, 1:18:35, time: 1.903, data_time: 0.013, memory: 16628, top1_acc: 0.4871, top5_acc: 0.7330, loss_cls: 2.2106, loss: 2.2106, grad_norm: 2.9735 2021-01-26 16:12:18,878 - mmaction - INFO - Epoch [183][840/2147] lr: 3.848e-02, eta: 3 days, 1:18:01, time: 1.522, data_time: 0.022, memory: 16628, top1_acc: 0.4893, top5_acc: 0.7214, loss_cls: 2.2773, loss: 2.2773, grad_norm: 3.0969 2021-01-26 16:12:56,655 - mmaction - INFO - Epoch [183][860/2147] lr: 3.848e-02, eta: 3 days, 1:17:29, time: 1.886, data_time: 0.006, memory: 16628, top1_acc: 0.4692, top5_acc: 0.7272, loss_cls: 2.2730, loss: 2.2730, grad_norm: 3.0733 2021-01-26 16:13:31,948 - mmaction - INFO - Epoch [183][880/2147] lr: 3.848e-02, eta: 3 days, 1:16:56, time: 1.768, data_time: 0.008, memory: 16628, top1_acc: 0.4830, top5_acc: 0.7299, loss_cls: 2.2608, loss: 2.2608, grad_norm: 3.0523 2021-01-26 16:14:04,369 - mmaction - INFO - Epoch [183][900/2147] lr: 3.848e-02, eta: 3 days, 1:16:23, time: 1.617, data_time: 0.007, memory: 16628, top1_acc: 0.4795, top5_acc: 0.7188, loss_cls: 2.2924, loss: 2.2924, grad_norm: 3.0651 2021-01-26 16:14:34,356 - mmaction - INFO - Epoch [183][920/2147] lr: 3.848e-02, eta: 3 days, 1:15:48, time: 1.501, data_time: 0.010, memory: 16628, top1_acc: 0.4746, top5_acc: 0.7040, loss_cls: 2.3150, loss: 2.3150, grad_norm: 2.9958 2021-01-26 16:15:06,019 - mmaction - INFO - Epoch [183][940/2147] lr: 3.848e-02, eta: 3 days, 1:15:14, time: 1.581, data_time: 0.008, memory: 16628, top1_acc: 0.4920, top5_acc: 0.7344, loss_cls: 2.2033, loss: 2.2033, grad_norm: 3.0123 2021-01-26 16:15:40,120 - mmaction - INFO - Epoch [183][960/2147] lr: 3.848e-02, eta: 3 days, 1:14:40, time: 1.700, data_time: 0.020, memory: 16628, top1_acc: 0.4844, top5_acc: 0.7183, loss_cls: 2.2617, loss: 2.2617, grad_norm: 3.1132 2021-01-26 16:16:11,350 - mmaction - INFO - Epoch [183][980/2147] lr: 3.848e-02, eta: 3 days, 1:14:06, time: 1.568, data_time: 0.021, memory: 16628, top1_acc: 0.4763, top5_acc: 0.7156, loss_cls: 2.2796, loss: 2.2796, grad_norm: 3.0647 2021-01-26 16:16:43,444 - mmaction - INFO - Epoch [183][1000/2147] lr: 3.848e-02, eta: 3 days, 1:13:31, time: 1.496, data_time: 0.013, memory: 16628, top1_acc: 0.4589, top5_acc: 0.7009, loss_cls: 2.3908, loss: 2.3908, grad_norm: 3.0534 2021-01-26 16:17:19,417 - mmaction - INFO - Epoch [183][1020/2147] lr: 3.848e-02, eta: 3 days, 1:13:00, time: 1.909, data_time: 0.173, memory: 16628, top1_acc: 0.4804, top5_acc: 0.7134, loss_cls: 2.3104, loss: 2.3104, grad_norm: 3.0252 2021-01-26 16:17:49,875 - mmaction - INFO - Epoch [183][1040/2147] lr: 3.848e-02, eta: 3 days, 1:12:25, time: 1.524, data_time: 0.005, memory: 16628, top1_acc: 0.4781, top5_acc: 0.7143, loss_cls: 2.3200, loss: 2.3200, grad_norm: 3.0303 2021-01-26 16:18:20,235 - mmaction - INFO - Epoch [183][1060/2147] lr: 3.848e-02, eta: 3 days, 1:11:51, time: 1.518, data_time: 0.004, memory: 16628, top1_acc: 0.4862, top5_acc: 0.7317, loss_cls: 2.2592, loss: 2.2592, grad_norm: 3.0411 2021-01-26 16:18:52,413 - mmaction - INFO - Epoch [183][1080/2147] lr: 3.848e-02, eta: 3 days, 1:11:17, time: 1.607, data_time: 0.004, memory: 16628, top1_acc: 0.4790, top5_acc: 0.7094, loss_cls: 2.3253, loss: 2.3253, grad_norm: 3.0990 2021-01-26 16:19:23,758 - mmaction - INFO - Epoch [183][1100/2147] lr: 3.848e-02, eta: 3 days, 1:10:43, time: 1.566, data_time: 0.005, memory: 16628, top1_acc: 0.4821, top5_acc: 0.7201, loss_cls: 2.2834, loss: 2.2834, grad_norm: 2.9998 2021-01-26 16:19:55,036 - mmaction - INFO - Epoch [183][1120/2147] lr: 3.848e-02, eta: 3 days, 1:10:08, time: 1.567, data_time: 0.009, memory: 16628, top1_acc: 0.4772, top5_acc: 0.7232, loss_cls: 2.2605, loss: 2.2605, grad_norm: 2.9544 2021-01-26 16:20:23,930 - mmaction - INFO - Epoch [183][1140/2147] lr: 3.848e-02, eta: 3 days, 1:09:33, time: 1.443, data_time: 0.012, memory: 16628, top1_acc: 0.4692, top5_acc: 0.7063, loss_cls: 2.3395, loss: 2.3395, grad_norm: 2.9744 2021-01-26 16:20:54,937 - mmaction - INFO - Epoch [183][1160/2147] lr: 3.848e-02, eta: 3 days, 1:08:59, time: 1.545, data_time: 0.005, memory: 16628, top1_acc: 0.4714, top5_acc: 0.7254, loss_cls: 2.2874, loss: 2.2874, grad_norm: 2.9366 2021-01-26 16:21:25,604 - mmaction - INFO - Epoch [183][1180/2147] lr: 3.848e-02, eta: 3 days, 1:08:24, time: 1.532, data_time: 0.011, memory: 16628, top1_acc: 0.4799, top5_acc: 0.7214, loss_cls: 2.3052, loss: 2.3052, grad_norm: 3.1318 2021-01-26 16:22:04,148 - mmaction - INFO - Epoch [183][1200/2147] lr: 3.848e-02, eta: 3 days, 1:07:53, time: 1.933, data_time: 0.048, memory: 16628, top1_acc: 0.4857, top5_acc: 0.7228, loss_cls: 2.2564, loss: 2.2564, grad_norm: 2.8940 2021-01-26 16:22:40,372 - mmaction - INFO - Epoch [183][1220/2147] lr: 3.848e-02, eta: 3 days, 1:07:21, time: 1.810, data_time: 0.054, memory: 16628, top1_acc: 0.4723, top5_acc: 0.7228, loss_cls: 2.2671, loss: 2.2671, grad_norm: 3.0227 2021-01-26 16:23:09,913 - mmaction - INFO - Epoch [183][1240/2147] lr: 3.848e-02, eta: 3 days, 1:06:46, time: 1.480, data_time: 0.011, memory: 16628, top1_acc: 0.4683, top5_acc: 0.7192, loss_cls: 2.3254, loss: 2.3254, grad_norm: 3.0623 2021-01-26 16:23:38,468 - mmaction - INFO - Epoch [183][1260/2147] lr: 3.848e-02, eta: 3 days, 1:06:11, time: 1.428, data_time: 0.003, memory: 16628, top1_acc: 0.4991, top5_acc: 0.7250, loss_cls: 2.2307, loss: 2.2307, grad_norm: 3.0011 2021-01-26 16:24:09,705 - mmaction - INFO - Epoch [183][1280/2147] lr: 3.848e-02, eta: 3 days, 1:05:36, time: 1.559, data_time: 0.004, memory: 16628, top1_acc: 0.4705, top5_acc: 0.7165, loss_cls: 2.2940, loss: 2.2940, grad_norm: 3.0757 2021-01-26 16:24:38,432 - mmaction - INFO - Epoch [183][1300/2147] lr: 3.848e-02, eta: 3 days, 1:05:01, time: 1.440, data_time: 0.007, memory: 16628, top1_acc: 0.4746, top5_acc: 0.7384, loss_cls: 2.2496, loss: 2.2496, grad_norm: 3.0594 2021-01-26 16:25:11,048 - mmaction - INFO - Epoch [183][1320/2147] lr: 3.848e-02, eta: 3 days, 1:04:27, time: 1.620, data_time: 0.002, memory: 16628, top1_acc: 0.4857, top5_acc: 0.7295, loss_cls: 2.2451, loss: 2.2451, grad_norm: 2.9853 2021-01-26 16:25:51,121 - mmaction - INFO - Epoch [183][1340/2147] lr: 3.848e-02, eta: 3 days, 1:03:57, time: 2.010, data_time: 0.013, memory: 16628, top1_acc: 0.4884, top5_acc: 0.7237, loss_cls: 2.2554, loss: 2.2554, grad_norm: 3.0484 2021-01-26 16:26:22,599 - mmaction - INFO - Epoch [183][1360/2147] lr: 3.848e-02, eta: 3 days, 1:03:22, time: 1.578, data_time: 0.007, memory: 16628, top1_acc: 0.4942, top5_acc: 0.7179, loss_cls: 2.2840, loss: 2.2840, grad_norm: 3.0766 2021-01-26 16:26:54,684 - mmaction - INFO - Epoch [183][1380/2147] lr: 3.848e-02, eta: 3 days, 1:02:48, time: 1.592, data_time: 0.099, memory: 16628, top1_acc: 0.4875, top5_acc: 0.7116, loss_cls: 2.2852, loss: 2.2852, grad_norm: 3.0285 2021-01-26 16:27:32,041 - mmaction - INFO - Epoch [183][1400/2147] lr: 3.848e-02, eta: 3 days, 1:02:17, time: 1.869, data_time: 0.026, memory: 16628, top1_acc: 0.4821, top5_acc: 0.7121, loss_cls: 2.3187, loss: 2.3187, grad_norm: 3.0867 2021-01-26 16:28:11,211 - mmaction - INFO - Epoch [183][1420/2147] lr: 3.848e-02, eta: 3 days, 1:01:46, time: 1.970, data_time: 0.013, memory: 16628, top1_acc: 0.4754, top5_acc: 0.7116, loss_cls: 2.3365, loss: 2.3365, grad_norm: 2.9521 2021-01-26 16:28:40,493 - mmaction - INFO - Epoch [183][1440/2147] lr: 3.848e-02, eta: 3 days, 1:01:11, time: 1.459, data_time: 0.002, memory: 16628, top1_acc: 0.4857, top5_acc: 0.7138, loss_cls: 2.2886, loss: 2.2886, grad_norm: 2.9984 2021-01-26 16:29:10,978 - mmaction - INFO - Epoch [183][1460/2147] lr: 3.848e-02, eta: 3 days, 1:00:36, time: 1.527, data_time: 0.013, memory: 16628, top1_acc: 0.4804, top5_acc: 0.7228, loss_cls: 2.2562, loss: 2.2562, grad_norm: 2.9516 2021-01-26 16:29:39,609 - mmaction - INFO - Epoch [183][1480/2147] lr: 3.848e-02, eta: 3 days, 1:00:01, time: 1.432, data_time: 0.003, memory: 16628, top1_acc: 0.4924, top5_acc: 0.7138, loss_cls: 2.2640, loss: 2.2640, grad_norm: 2.9747 2021-01-26 16:30:15,666 - mmaction - INFO - Epoch [183][1500/2147] lr: 3.848e-02, eta: 3 days, 0:59:28, time: 1.798, data_time: 0.003, memory: 16628, top1_acc: 0.4772, top5_acc: 0.7250, loss_cls: 2.2431, loss: 2.2431, grad_norm: 3.0692 2021-01-26 16:30:46,173 - mmaction - INFO - Epoch [183][1520/2147] lr: 3.848e-02, eta: 3 days, 0:58:54, time: 1.529, data_time: 0.011, memory: 16628, top1_acc: 0.4714, top5_acc: 0.7112, loss_cls: 2.3209, loss: 2.3209, grad_norm: 3.1026 2021-01-26 16:31:22,349 - mmaction - INFO - Epoch [183][1540/2147] lr: 3.848e-02, eta: 3 days, 0:58:22, time: 1.803, data_time: 0.036, memory: 16628, top1_acc: 0.4759, top5_acc: 0.7165, loss_cls: 2.3025, loss: 2.3025, grad_norm: 3.0690 2021-01-26 16:32:06,645 - mmaction - INFO - Epoch [183][1560/2147] lr: 3.848e-02, eta: 3 days, 0:57:53, time: 2.216, data_time: 0.013, memory: 16628, top1_acc: 0.4777, top5_acc: 0.7192, loss_cls: 2.2716, loss: 2.2716, grad_norm: 3.0377 2021-01-26 16:32:36,804 - mmaction - INFO - Epoch [183][1580/2147] lr: 3.848e-02, eta: 3 days, 0:57:18, time: 1.507, data_time: 0.010, memory: 16628, top1_acc: 0.4754, top5_acc: 0.7174, loss_cls: 2.3222, loss: 2.3222, grad_norm: 3.0236 2021-01-26 16:33:12,243 - mmaction - INFO - Epoch [183][1600/2147] lr: 3.848e-02, eta: 3 days, 0:56:45, time: 1.728, data_time: 0.024, memory: 16628, top1_acc: 0.4768, top5_acc: 0.7107, loss_cls: 2.3572, loss: 2.3572, grad_norm: 3.0582 2021-01-26 16:33:47,895 - mmaction - INFO - Epoch [183][1620/2147] lr: 3.848e-02, eta: 3 days, 0:56:13, time: 1.805, data_time: 0.063, memory: 16628, top1_acc: 0.4571, top5_acc: 0.7049, loss_cls: 2.3580, loss: 2.3580, grad_norm: 3.0534 2021-01-26 16:34:19,906 - mmaction - INFO - Epoch [183][1640/2147] lr: 3.848e-02, eta: 3 days, 0:55:39, time: 1.618, data_time: 0.039, memory: 16628, top1_acc: 0.4946, top5_acc: 0.7116, loss_cls: 2.2720, loss: 2.2720, grad_norm: 2.9653 2021-01-26 16:34:55,961 - mmaction - INFO - Epoch [183][1660/2147] lr: 3.848e-02, eta: 3 days, 0:55:07, time: 1.808, data_time: 0.018, memory: 16628, top1_acc: 0.4938, top5_acc: 0.7281, loss_cls: 2.2200, loss: 2.2200, grad_norm: 2.9088 2021-01-26 16:35:31,908 - mmaction - INFO - Epoch [183][1680/2147] lr: 3.848e-02, eta: 3 days, 0:54:34, time: 1.797, data_time: 0.010, memory: 16628, top1_acc: 0.4759, top5_acc: 0.7147, loss_cls: 2.3110, loss: 2.3110, grad_norm: 3.0441 2021-01-26 16:36:02,908 - mmaction - INFO - Epoch [183][1700/2147] lr: 3.848e-02, eta: 3 days, 0:54:00, time: 1.549, data_time: 0.017, memory: 16628, top1_acc: 0.4750, top5_acc: 0.7045, loss_cls: 2.3031, loss: 2.3031, grad_norm: 2.9289 2021-01-26 16:36:34,752 - mmaction - INFO - Epoch [183][1720/2147] lr: 3.848e-02, eta: 3 days, 0:53:26, time: 1.597, data_time: 0.007, memory: 16628, top1_acc: 0.4594, top5_acc: 0.7103, loss_cls: 2.3305, loss: 2.3305, grad_norm: 2.9741 2021-01-26 16:37:12,311 - mmaction - INFO - Epoch [183][1740/2147] lr: 3.848e-02, eta: 3 days, 0:52:54, time: 1.875, data_time: 0.059, memory: 16628, top1_acc: 0.4723, top5_acc: 0.7112, loss_cls: 2.3303, loss: 2.3303, grad_norm: 2.9494 2021-01-26 16:37:41,528 - mmaction - INFO - Epoch [183][1760/2147] lr: 3.848e-02, eta: 3 days, 0:52:19, time: 1.464, data_time: 0.010, memory: 16628, top1_acc: 0.4683, top5_acc: 0.7281, loss_cls: 2.2695, loss: 2.2695, grad_norm: 3.0504 2021-01-26 16:38:11,264 - mmaction - INFO - Epoch [183][1780/2147] lr: 3.848e-02, eta: 3 days, 0:51:44, time: 1.487, data_time: 0.006, memory: 16628, top1_acc: 0.4839, top5_acc: 0.7429, loss_cls: 2.2206, loss: 2.2206, grad_norm: 3.0254 2021-01-26 16:38:43,224 - mmaction - INFO - Epoch [183][1800/2147] lr: 3.848e-02, eta: 3 days, 0:51:10, time: 1.595, data_time: 0.001, memory: 16628, top1_acc: 0.4902, top5_acc: 0.7174, loss_cls: 2.2933, loss: 2.2933, grad_norm: 2.9918 2021-01-26 16:39:12,432 - mmaction - INFO - Epoch [183][1820/2147] lr: 3.848e-02, eta: 3 days, 0:50:35, time: 1.461, data_time: 0.010, memory: 16628, top1_acc: 0.4683, top5_acc: 0.7187, loss_cls: 2.3170, loss: 2.3170, grad_norm: 2.9440 2021-01-26 16:39:47,024 - mmaction - INFO - Epoch [183][1840/2147] lr: 3.848e-02, eta: 3 days, 0:50:02, time: 1.726, data_time: 0.005, memory: 16628, top1_acc: 0.4804, top5_acc: 0.7076, loss_cls: 2.3070, loss: 2.3070, grad_norm: 2.9272 2021-01-26 16:40:19,857 - mmaction - INFO - Epoch [183][1860/2147] lr: 3.848e-02, eta: 3 days, 0:49:29, time: 1.636, data_time: 0.009, memory: 16628, top1_acc: 0.4741, top5_acc: 0.7196, loss_cls: 2.2587, loss: 2.2587, grad_norm: 3.0307 2021-01-26 16:40:48,734 - mmaction - INFO - Epoch [183][1880/2147] lr: 3.848e-02, eta: 3 days, 0:48:53, time: 1.449, data_time: 0.014, memory: 16628, top1_acc: 0.4790, top5_acc: 0.7174, loss_cls: 2.2916, loss: 2.2916, grad_norm: 3.0499 2021-01-26 16:41:22,562 - mmaction - INFO - Epoch [183][1900/2147] lr: 3.848e-02, eta: 3 days, 0:48:20, time: 1.690, data_time: 0.077, memory: 16628, top1_acc: 0.4705, top5_acc: 0.7268, loss_cls: 2.2644, loss: 2.2644, grad_norm: 2.9989 2021-01-26 16:41:58,917 - mmaction - INFO - Epoch [183][1920/2147] lr: 3.848e-02, eta: 3 days, 0:47:48, time: 1.813, data_time: 0.012, memory: 16628, top1_acc: 0.4714, top5_acc: 0.7192, loss_cls: 2.2843, loss: 2.2843, grad_norm: 2.9449 2021-01-26 16:42:31,597 - mmaction - INFO - Epoch [183][1940/2147] lr: 3.848e-02, eta: 3 days, 0:47:14, time: 1.637, data_time: 0.027, memory: 16628, top1_acc: 0.4679, top5_acc: 0.7040, loss_cls: 2.3251, loss: 2.3251, grad_norm: 3.0235 2021-01-26 16:43:01,240 - mmaction - INFO - Epoch [183][1960/2147] lr: 3.848e-02, eta: 3 days, 0:46:39, time: 1.490, data_time: 0.010, memory: 16628, top1_acc: 0.4634, top5_acc: 0.7174, loss_cls: 2.2950, loss: 2.2950, grad_norm: 2.9935 2021-01-26 16:43:33,306 - mmaction - INFO - Epoch [183][1980/2147] lr: 3.848e-02, eta: 3 days, 0:46:05, time: 1.602, data_time: 0.002, memory: 16628, top1_acc: 0.4710, top5_acc: 0.7089, loss_cls: 2.3150, loss: 2.3150, grad_norm: 3.0079 2021-01-26 16:44:18,145 - mmaction - INFO - Epoch [183][2000/2147] lr: 3.848e-02, eta: 3 days, 0:45:37, time: 2.243, data_time: 0.005, memory: 16628, top1_acc: 0.4750, top5_acc: 0.7196, loss_cls: 2.3069, loss: 2.3069, grad_norm: 3.0097 2021-01-26 16:44:48,490 - mmaction - INFO - Epoch [183][2020/2147] lr: 3.848e-02, eta: 3 days, 0:45:02, time: 1.510, data_time: 0.006, memory: 16628, top1_acc: 0.5143, top5_acc: 0.7438, loss_cls: 2.1569, loss: 2.1569, grad_norm: 2.9771 2021-01-26 16:45:22,886 - mmaction - INFO - Epoch [183][2040/2147] lr: 3.848e-02, eta: 3 days, 0:44:29, time: 1.727, data_time: 0.017, memory: 16628, top1_acc: 0.5036, top5_acc: 0.7442, loss_cls: 2.1448, loss: 2.1448, grad_norm: 3.0023 2021-01-26 16:45:51,680 - mmaction - INFO - Epoch [183][2060/2147] lr: 3.848e-02, eta: 3 days, 0:43:54, time: 1.440, data_time: 0.004, memory: 16628, top1_acc: 0.4665, top5_acc: 0.7116, loss_cls: 2.3220, loss: 2.3220, grad_norm: 3.0122 2021-01-26 16:46:22,385 - mmaction - INFO - Epoch [183][2080/2147] lr: 3.848e-02, eta: 3 days, 0:43:19, time: 1.527, data_time: 0.005, memory: 16628, top1_acc: 0.4750, top5_acc: 0.7241, loss_cls: 2.2933, loss: 2.2933, grad_norm: 3.1407 2021-01-26 16:46:57,080 - mmaction - INFO - Epoch [183][2100/2147] lr: 3.848e-02, eta: 3 days, 0:42:46, time: 1.737, data_time: 0.013, memory: 16628, top1_acc: 0.4732, top5_acc: 0.7165, loss_cls: 2.3005, loss: 2.3005, grad_norm: 3.0335 2021-01-26 16:47:28,950 - mmaction - INFO - Epoch [183][2120/2147] lr: 3.848e-02, eta: 3 days, 0:42:12, time: 1.597, data_time: 0.014, memory: 16628, top1_acc: 0.4607, top5_acc: 0.7080, loss_cls: 2.3508, loss: 2.3508, grad_norm: 3.0258 2021-01-26 16:48:01,270 - mmaction - INFO - Epoch [183][2140/2147] lr: 3.848e-02, eta: 3 days, 0:41:39, time: 1.614, data_time: 0.008, memory: 16628, top1_acc: 0.4754, top5_acc: 0.7129, loss_cls: 2.3098, loss: 2.3098, grad_norm: 2.9903 2021-01-26 16:55:21,333 - mmaction - INFO - Epoch [184][20/2147] lr: 3.751e-02, eta: 3 days, 0:43:19, time: 20.477, data_time: 18.605, memory: 16628, top1_acc: 0.4884, top5_acc: 0.7219, loss_cls: 2.2216, loss: 2.2216, grad_norm: 3.0393 2021-01-26 16:55:54,457 - mmaction - INFO - Epoch [184][40/2147] lr: 3.751e-02, eta: 3 days, 0:42:45, time: 1.594, data_time: 0.017, memory: 16628, top1_acc: 0.4848, top5_acc: 0.7232, loss_cls: 2.2530, loss: 2.2530, grad_norm: 3.0391 2021-01-26 16:56:25,412 - mmaction - INFO - Epoch [184][60/2147] lr: 3.751e-02, eta: 3 days, 0:42:11, time: 1.608, data_time: 0.071, memory: 16628, top1_acc: 0.4942, top5_acc: 0.7295, loss_cls: 2.2226, loss: 2.2226, grad_norm: 3.0378 2021-01-26 16:56:55,913 - mmaction - INFO - Epoch [184][80/2147] lr: 3.751e-02, eta: 3 days, 0:41:36, time: 1.534, data_time: 0.013, memory: 16628, top1_acc: 0.4906, top5_acc: 0.7161, loss_cls: 2.2344, loss: 2.2344, grad_norm: 3.0094 2021-01-26 16:57:25,302 - mmaction - INFO - Epoch [184][100/2147] lr: 3.751e-02, eta: 3 days, 0:41:01, time: 1.468, data_time: 0.005, memory: 16628, top1_acc: 0.4964, top5_acc: 0.7272, loss_cls: 2.1874, loss: 2.1874, grad_norm: 3.0236 2021-01-26 16:57:56,087 - mmaction - INFO - Epoch [184][120/2147] lr: 3.751e-02, eta: 3 days, 0:40:27, time: 1.541, data_time: 0.005, memory: 16628, top1_acc: 0.5107, top5_acc: 0.7446, loss_cls: 2.1650, loss: 2.1650, grad_norm: 3.0423 2021-01-26 16:58:27,595 - mmaction - INFO - Epoch [184][140/2147] lr: 3.751e-02, eta: 3 days, 0:39:53, time: 1.571, data_time: 0.007, memory: 16628, top1_acc: 0.4746, top5_acc: 0.7098, loss_cls: 2.3268, loss: 2.3268, grad_norm: 3.1840 2021-01-26 16:58:57,619 - mmaction - INFO - Epoch [184][160/2147] lr: 3.751e-02, eta: 3 days, 0:39:18, time: 1.501, data_time: 0.017, memory: 16628, top1_acc: 0.4746, top5_acc: 0.7304, loss_cls: 2.2620, loss: 2.2620, grad_norm: 3.0501 2021-01-26 16:59:26,975 - mmaction - INFO - Epoch [184][180/2147] lr: 3.751e-02, eta: 3 days, 0:38:43, time: 1.472, data_time: 0.013, memory: 16628, top1_acc: 0.4911, top5_acc: 0.7259, loss_cls: 2.2301, loss: 2.2301, grad_norm: 3.0584 2021-01-26 16:59:55,756 - mmaction - INFO - Epoch [184][200/2147] lr: 3.751e-02, eta: 3 days, 0:38:08, time: 1.439, data_time: 0.006, memory: 16628, top1_acc: 0.5067, top5_acc: 0.7357, loss_cls: 2.1839, loss: 2.1839, grad_norm: 2.9790 2021-01-26 17:00:28,749 - mmaction - INFO - Epoch [184][220/2147] lr: 3.751e-02, eta: 3 days, 0:37:34, time: 1.636, data_time: 0.002, memory: 16628, top1_acc: 0.4768, top5_acc: 0.7357, loss_cls: 2.2295, loss: 2.2295, grad_norm: 3.0920 2021-01-26 17:00:58,144 - mmaction - INFO - Epoch [184][240/2147] lr: 3.751e-02, eta: 3 days, 0:36:59, time: 1.483, data_time: 0.025, memory: 16628, top1_acc: 0.4857, top5_acc: 0.7308, loss_cls: 2.2334, loss: 2.2334, grad_norm: 3.0345 2021-01-26 17:01:29,906 - mmaction - INFO - Epoch [184][260/2147] lr: 3.751e-02, eta: 3 days, 0:36:25, time: 1.587, data_time: 0.004, memory: 16628, top1_acc: 0.4821, top5_acc: 0.7147, loss_cls: 2.2906, loss: 2.2906, grad_norm: 3.0719 2021-01-26 17:02:05,629 - mmaction - INFO - Epoch [184][280/2147] lr: 3.751e-02, eta: 3 days, 0:35:53, time: 1.784, data_time: 0.053, memory: 16628, top1_acc: 0.4982, top5_acc: 0.7299, loss_cls: 2.2063, loss: 2.2063, grad_norm: 3.0106 2021-01-26 17:02:35,971 - mmaction - INFO - Epoch [184][300/2147] lr: 3.751e-02, eta: 3 days, 0:35:18, time: 1.520, data_time: 0.012, memory: 16628, top1_acc: 0.4964, top5_acc: 0.7263, loss_cls: 2.2281, loss: 2.2281, grad_norm: 3.0056 2021-01-26 17:03:08,933 - mmaction - INFO - Epoch [184][320/2147] lr: 3.751e-02, eta: 3 days, 0:34:44, time: 1.650, data_time: 0.079, memory: 16628, top1_acc: 0.4942, top5_acc: 0.7415, loss_cls: 2.2060, loss: 2.2060, grad_norm: 3.0070 2021-01-26 17:03:41,684 - mmaction - INFO - Epoch [184][340/2147] lr: 3.751e-02, eta: 3 days, 0:34:11, time: 1.638, data_time: 0.006, memory: 16628, top1_acc: 0.4781, top5_acc: 0.7272, loss_cls: 2.2478, loss: 2.2478, grad_norm: 3.0655 2021-01-26 17:04:16,488 - mmaction - INFO - Epoch [184][360/2147] lr: 3.751e-02, eta: 3 days, 0:33:38, time: 1.736, data_time: 0.002, memory: 16628, top1_acc: 0.4933, top5_acc: 0.7210, loss_cls: 2.2649, loss: 2.2649, grad_norm: 3.0339 2021-01-26 17:04:48,792 - mmaction - INFO - Epoch [184][380/2147] lr: 3.751e-02, eta: 3 days, 0:33:04, time: 1.617, data_time: 0.011, memory: 16628, top1_acc: 0.4938, top5_acc: 0.7210, loss_cls: 2.2046, loss: 2.2046, grad_norm: 2.9391 2021-01-26 17:05:19,918 - mmaction - INFO - Epoch [184][400/2147] lr: 3.751e-02, eta: 3 days, 0:32:30, time: 1.557, data_time: 0.014, memory: 16628, top1_acc: 0.4969, top5_acc: 0.7335, loss_cls: 2.1715, loss: 2.1715, grad_norm: 2.9480 2021-01-26 17:05:50,484 - mmaction - INFO - Epoch [184][420/2147] lr: 3.751e-02, eta: 3 days, 0:31:55, time: 1.529, data_time: 0.011, memory: 16628, top1_acc: 0.4746, top5_acc: 0.7116, loss_cls: 2.2918, loss: 2.2918, grad_norm: 3.1013 2021-01-26 17:06:19,498 - mmaction - INFO - Epoch [184][440/2147] lr: 3.751e-02, eta: 3 days, 0:31:20, time: 1.450, data_time: 0.002, memory: 16628, top1_acc: 0.4929, top5_acc: 0.7237, loss_cls: 2.2437, loss: 2.2437, grad_norm: 3.0275 2021-01-26 17:06:53,152 - mmaction - INFO - Epoch [184][460/2147] lr: 3.751e-02, eta: 3 days, 0:30:47, time: 1.679, data_time: 0.005, memory: 16628, top1_acc: 0.4857, top5_acc: 0.7147, loss_cls: 2.2560, loss: 2.2560, grad_norm: 3.0558 2021-01-26 17:07:24,969 - mmaction - INFO - Epoch [184][480/2147] lr: 3.751e-02, eta: 3 days, 0:30:13, time: 1.590, data_time: 0.008, memory: 16628, top1_acc: 0.4946, top5_acc: 0.7286, loss_cls: 2.1642, loss: 2.1642, grad_norm: 2.9508 2021-01-26 17:07:56,911 - mmaction - INFO - Epoch [184][500/2147] lr: 3.751e-02, eta: 3 days, 0:29:39, time: 1.592, data_time: 0.017, memory: 16628, top1_acc: 0.4879, top5_acc: 0.7321, loss_cls: 2.2073, loss: 2.2073, grad_norm: 3.0947 2021-01-26 17:08:32,163 - mmaction - INFO - Epoch [184][520/2147] lr: 3.751e-02, eta: 3 days, 0:29:06, time: 1.773, data_time: 0.013, memory: 16628, top1_acc: 0.4705, top5_acc: 0.7085, loss_cls: 2.3352, loss: 2.3352, grad_norm: 3.1031 2021-01-26 17:09:01,557 - mmaction - INFO - Epoch [184][540/2147] lr: 3.751e-02, eta: 3 days, 0:28:31, time: 1.469, data_time: 0.004, memory: 16628, top1_acc: 0.4786, top5_acc: 0.7254, loss_cls: 2.2521, loss: 2.2521, grad_norm: 3.0616 2021-01-26 17:09:32,811 - mmaction - INFO - Epoch [184][560/2147] lr: 3.751e-02, eta: 3 days, 0:27:57, time: 1.561, data_time: 0.002, memory: 16628, top1_acc: 0.5036, top5_acc: 0.7112, loss_cls: 2.2147, loss: 2.2147, grad_norm: 2.9287 2021-01-26 17:10:01,842 - mmaction - INFO - Epoch [184][580/2147] lr: 3.751e-02, eta: 3 days, 0:27:22, time: 1.453, data_time: 0.004, memory: 16628, top1_acc: 0.4920, top5_acc: 0.7281, loss_cls: 2.2037, loss: 2.2037, grad_norm: 3.0158 2021-01-26 17:10:30,420 - mmaction - INFO - Epoch [184][600/2147] lr: 3.751e-02, eta: 3 days, 0:26:46, time: 1.428, data_time: 0.002, memory: 16628, top1_acc: 0.4844, top5_acc: 0.7188, loss_cls: 2.2761, loss: 2.2761, grad_norm: 2.9956 2021-01-26 17:11:00,768 - mmaction - INFO - Epoch [184][620/2147] lr: 3.751e-02, eta: 3 days, 0:26:12, time: 1.517, data_time: 0.004, memory: 16628, top1_acc: 0.4987, top5_acc: 0.7388, loss_cls: 2.1948, loss: 2.1948, grad_norm: 3.0731 2021-01-26 17:11:29,288 - mmaction - INFO - Epoch [184][640/2147] lr: 3.751e-02, eta: 3 days, 0:25:36, time: 1.426, data_time: 0.004, memory: 16628, top1_acc: 0.4754, top5_acc: 0.7205, loss_cls: 2.2799, loss: 2.2799, grad_norm: 3.1545 2021-01-26 17:12:14,957 - mmaction - INFO - Epoch [184][660/2147] lr: 3.751e-02, eta: 3 days, 0:25:08, time: 2.273, data_time: 0.006, memory: 16628, top1_acc: 0.4946, top5_acc: 0.7397, loss_cls: 2.2169, loss: 2.2169, grad_norm: 3.0989 2021-01-26 17:12:44,881 - mmaction - INFO - Epoch [184][680/2147] lr: 3.751e-02, eta: 3 days, 0:24:33, time: 1.508, data_time: 0.023, memory: 16628, top1_acc: 0.4933, top5_acc: 0.7268, loss_cls: 2.2124, loss: 2.2124, grad_norm: 3.0261 2021-01-26 17:13:18,192 - mmaction - INFO - Epoch [184][700/2147] lr: 3.751e-02, eta: 3 days, 0:23:59, time: 1.653, data_time: 0.004, memory: 16628, top1_acc: 0.4638, top5_acc: 0.7192, loss_cls: 2.3488, loss: 2.3488, grad_norm: 3.1623 2021-01-26 17:13:47,206 - mmaction - INFO - Epoch [184][720/2147] lr: 3.751e-02, eta: 3 days, 0:23:24, time: 1.462, data_time: 0.019, memory: 16628, top1_acc: 0.4996, top5_acc: 0.7406, loss_cls: 2.1745, loss: 2.1745, grad_norm: 3.0585 2021-01-26 17:14:15,804 - mmaction - INFO - Epoch [184][740/2147] lr: 3.751e-02, eta: 3 days, 0:22:49, time: 1.429, data_time: 0.004, memory: 16628, top1_acc: 0.4902, top5_acc: 0.7339, loss_cls: 2.2400, loss: 2.2400, grad_norm: 3.0792 2021-01-26 17:14:52,033 - mmaction - INFO - Epoch [184][760/2147] lr: 3.751e-02, eta: 3 days, 0:22:16, time: 1.757, data_time: 0.003, memory: 16628, top1_acc: 0.4594, top5_acc: 0.7071, loss_cls: 2.2942, loss: 2.2942, grad_norm: 3.1107 2021-01-26 17:15:29,061 - mmaction - INFO - Epoch [184][780/2147] lr: 3.751e-02, eta: 3 days, 0:21:44, time: 1.856, data_time: 0.060, memory: 16628, top1_acc: 0.4759, top5_acc: 0.7384, loss_cls: 2.2495, loss: 2.2495, grad_norm: 2.9905 2021-01-26 17:16:05,265 - mmaction - INFO - Epoch [184][800/2147] lr: 3.751e-02, eta: 3 days, 0:21:12, time: 1.852, data_time: 0.056, memory: 16628, top1_acc: 0.4656, top5_acc: 0.7165, loss_cls: 2.2709, loss: 2.2709, grad_norm: 2.9876 2021-01-26 17:16:37,883 - mmaction - INFO - Epoch [184][820/2147] lr: 3.751e-02, eta: 3 days, 0:20:39, time: 1.640, data_time: 0.015, memory: 16628, top1_acc: 0.4804, top5_acc: 0.7161, loss_cls: 2.2967, loss: 2.2967, grad_norm: 3.0129 2021-01-26 17:17:15,838 - mmaction - INFO - Epoch [184][840/2147] lr: 3.751e-02, eta: 3 days, 0:20:07, time: 1.895, data_time: 0.004, memory: 16628, top1_acc: 0.5107, top5_acc: 0.7339, loss_cls: 2.1687, loss: 2.1687, grad_norm: 3.0253 2021-01-26 17:17:45,896 - mmaction - INFO - Epoch [184][860/2147] lr: 3.751e-02, eta: 3 days, 0:19:32, time: 1.494, data_time: 0.014, memory: 16628, top1_acc: 0.4933, top5_acc: 0.7094, loss_cls: 2.2891, loss: 2.2891, grad_norm: 3.0874 2021-01-26 17:18:16,718 - mmaction - INFO - Epoch [184][880/2147] lr: 3.751e-02, eta: 3 days, 0:18:58, time: 1.550, data_time: 0.019, memory: 16628, top1_acc: 0.5094, top5_acc: 0.7375, loss_cls: 2.1652, loss: 2.1652, grad_norm: 3.0185 2021-01-26 17:18:45,689 - mmaction - INFO - Epoch [184][900/2147] lr: 3.751e-02, eta: 3 days, 0:18:23, time: 1.447, data_time: 0.005, memory: 16628, top1_acc: 0.4813, top5_acc: 0.7121, loss_cls: 2.3103, loss: 2.3103, grad_norm: 3.0524 2021-01-26 17:19:18,824 - mmaction - INFO - Epoch [184][920/2147] lr: 3.751e-02, eta: 3 days, 0:17:49, time: 1.656, data_time: 0.011, memory: 16628, top1_acc: 0.4737, top5_acc: 0.7250, loss_cls: 2.3002, loss: 2.3002, grad_norm: 3.0560 2021-01-26 17:19:47,842 - mmaction - INFO - Epoch [184][940/2147] lr: 3.751e-02, eta: 3 days, 0:17:14, time: 1.444, data_time: 0.014, memory: 16628, top1_acc: 0.4929, top5_acc: 0.7250, loss_cls: 2.2672, loss: 2.2672, grad_norm: 3.0823 2021-01-26 17:20:22,493 - mmaction - INFO - Epoch [184][960/2147] lr: 3.751e-02, eta: 3 days, 0:16:41, time: 1.741, data_time: 0.015, memory: 16628, top1_acc: 0.4790, top5_acc: 0.7187, loss_cls: 2.2887, loss: 2.2887, grad_norm: 3.0693 2021-01-26 17:20:51,303 - mmaction - INFO - Epoch [184][980/2147] lr: 3.751e-02, eta: 3 days, 0:16:06, time: 1.441, data_time: 0.004, memory: 16628, top1_acc: 0.4705, top5_acc: 0.7183, loss_cls: 2.3303, loss: 2.3303, grad_norm: 3.0551 2021-01-26 17:21:20,346 - mmaction - INFO - Epoch [184][1000/2147] lr: 3.751e-02, eta: 3 days, 0:15:31, time: 1.454, data_time: 0.006, memory: 16628, top1_acc: 0.4897, top5_acc: 0.7223, loss_cls: 2.2696, loss: 2.2696, grad_norm: 3.0572 2021-01-26 17:21:59,649 - mmaction - INFO - Epoch [184][1020/2147] lr: 3.751e-02, eta: 3 days, 0:15:00, time: 1.964, data_time: 0.019, memory: 16628, top1_acc: 0.4723, top5_acc: 0.7147, loss_cls: 2.2881, loss: 2.2881, grad_norm: 3.0880 2021-01-26 17:22:34,951 - mmaction - INFO - Epoch [184][1040/2147] lr: 3.751e-02, eta: 3 days, 0:14:27, time: 1.763, data_time: 0.005, memory: 16628, top1_acc: 0.4902, top5_acc: 0.7161, loss_cls: 2.2539, loss: 2.2539, grad_norm: 3.0888 2021-01-26 17:23:03,441 - mmaction - INFO - Epoch [184][1060/2147] lr: 3.751e-02, eta: 3 days, 0:13:52, time: 1.428, data_time: 0.009, memory: 16628, top1_acc: 0.4924, top5_acc: 0.7263, loss_cls: 2.2340, loss: 2.2340, grad_norm: 3.0583 2021-01-26 17:23:35,797 - mmaction - INFO - Epoch [184][1080/2147] lr: 3.751e-02, eta: 3 days, 0:13:18, time: 1.608, data_time: 0.004, memory: 16628, top1_acc: 0.4902, top5_acc: 0.7241, loss_cls: 2.2373, loss: 2.2373, grad_norm: 3.0385 2021-01-26 17:24:06,793 - mmaction - INFO - Epoch [184][1100/2147] lr: 3.751e-02, eta: 3 days, 0:12:44, time: 1.552, data_time: 0.018, memory: 16628, top1_acc: 0.4826, top5_acc: 0.7339, loss_cls: 2.2340, loss: 2.2340, grad_norm: 2.9438 2021-01-26 17:24:36,115 - mmaction - INFO - Epoch [184][1120/2147] lr: 3.751e-02, eta: 3 days, 0:12:09, time: 1.472, data_time: 0.010, memory: 16628, top1_acc: 0.4799, top5_acc: 0.7156, loss_cls: 2.2988, loss: 2.2988, grad_norm: 3.1024 2021-01-26 17:25:06,972 - mmaction - INFO - Epoch [184][1140/2147] lr: 3.751e-02, eta: 3 days, 0:11:34, time: 1.542, data_time: 0.003, memory: 16628, top1_acc: 0.4746, top5_acc: 0.7031, loss_cls: 2.3133, loss: 2.3133, grad_norm: 3.0888 2021-01-26 17:25:50,539 - mmaction - INFO - Epoch [184][1160/2147] lr: 3.751e-02, eta: 3 days, 0:11:05, time: 2.174, data_time: 0.006, memory: 16628, top1_acc: 0.4692, top5_acc: 0.7170, loss_cls: 2.3187, loss: 2.3187, grad_norm: 3.1064 2021-01-26 17:26:22,648 - mmaction - INFO - Epoch [184][1180/2147] lr: 3.751e-02, eta: 3 days, 0:10:31, time: 1.608, data_time: 0.015, memory: 16628, top1_acc: 0.4996, top5_acc: 0.7250, loss_cls: 2.2277, loss: 2.2277, grad_norm: 3.0357 2021-01-26 17:27:05,303 - mmaction - INFO - Epoch [184][1200/2147] lr: 3.751e-02, eta: 3 days, 0:10:01, time: 2.131, data_time: 0.006, memory: 16628, top1_acc: 0.4692, top5_acc: 0.7058, loss_cls: 2.3437, loss: 2.3437, grad_norm: 3.0235 2021-01-26 17:27:38,243 - mmaction - INFO - Epoch [184][1220/2147] lr: 3.751e-02, eta: 3 days, 0:09:27, time: 1.652, data_time: 0.013, memory: 16628, top1_acc: 0.4924, top5_acc: 0.7232, loss_cls: 2.2721, loss: 2.2721, grad_norm: 3.0205 2021-01-26 17:28:24,499 - mmaction - INFO - Epoch [184][1240/2147] lr: 3.751e-02, eta: 3 days, 0:08:59, time: 2.255, data_time: 0.001, memory: 16628, top1_acc: 0.4795, top5_acc: 0.7187, loss_cls: 2.3248, loss: 2.3248, grad_norm: 3.0942 2021-01-26 17:28:55,700 - mmaction - INFO - Epoch [184][1260/2147] lr: 3.751e-02, eta: 3 days, 0:08:25, time: 1.615, data_time: 0.094, memory: 16628, top1_acc: 0.4830, top5_acc: 0.7295, loss_cls: 2.2347, loss: 2.2347, grad_norm: 3.0264 2021-01-26 17:29:27,383 - mmaction - INFO - Epoch [184][1280/2147] lr: 3.751e-02, eta: 3 days, 0:07:51, time: 1.587, data_time: 0.004, memory: 16628, top1_acc: 0.4674, top5_acc: 0.7089, loss_cls: 2.3330, loss: 2.3330, grad_norm: 3.1146 2021-01-26 17:30:05,738 - mmaction - INFO - Epoch [184][1300/2147] lr: 3.751e-02, eta: 3 days, 0:07:19, time: 1.913, data_time: 0.001, memory: 16628, top1_acc: 0.4795, top5_acc: 0.7205, loss_cls: 2.2568, loss: 2.2568, grad_norm: 3.0265 2021-01-26 17:30:43,937 - mmaction - INFO - Epoch [184][1320/2147] lr: 3.751e-02, eta: 3 days, 0:06:47, time: 1.865, data_time: 0.012, memory: 16628, top1_acc: 0.4902, top5_acc: 0.7277, loss_cls: 2.2153, loss: 2.2153, grad_norm: 2.9568 2021-01-26 17:31:13,705 - mmaction - INFO - Epoch [184][1340/2147] lr: 3.751e-02, eta: 3 days, 0:06:13, time: 1.536, data_time: 0.059, memory: 16628, top1_acc: 0.4830, top5_acc: 0.7098, loss_cls: 2.3124, loss: 2.3124, grad_norm: 3.0074 2021-01-26 17:31:47,967 - mmaction - INFO - Epoch [184][1360/2147] lr: 3.751e-02, eta: 3 days, 0:05:40, time: 1.714, data_time: 0.004, memory: 16628, top1_acc: 0.4558, top5_acc: 0.7107, loss_cls: 2.3716, loss: 2.3716, grad_norm: 3.1062 2021-01-26 17:32:16,839 - mmaction - INFO - Epoch [184][1380/2147] lr: 3.751e-02, eta: 3 days, 0:05:05, time: 1.445, data_time: 0.004, memory: 16628, top1_acc: 0.4737, top5_acc: 0.7143, loss_cls: 2.3075, loss: 2.3075, grad_norm: 3.0389 2021-01-26 17:32:45,924 - mmaction - INFO - Epoch [184][1400/2147] lr: 3.751e-02, eta: 3 days, 0:04:30, time: 1.454, data_time: 0.004, memory: 16628, top1_acc: 0.4879, top5_acc: 0.7196, loss_cls: 2.2612, loss: 2.2612, grad_norm: 3.0599 2021-01-26 17:33:21,438 - mmaction - INFO - Epoch [184][1420/2147] lr: 3.751e-02, eta: 3 days, 0:03:57, time: 1.768, data_time: 0.007, memory: 16628, top1_acc: 0.4978, top5_acc: 0.7433, loss_cls: 2.1795, loss: 2.1795, grad_norm: 3.0135 2021-01-26 17:33:52,363 - mmaction - INFO - Epoch [184][1440/2147] lr: 3.751e-02, eta: 3 days, 0:03:23, time: 1.553, data_time: 0.013, memory: 16628, top1_acc: 0.4821, top5_acc: 0.7187, loss_cls: 2.2819, loss: 2.2819, grad_norm: 3.0382 2021-01-26 17:34:24,193 - mmaction - INFO - Epoch [184][1460/2147] lr: 3.751e-02, eta: 3 days, 0:02:49, time: 1.594, data_time: 0.011, memory: 16628, top1_acc: 0.4888, top5_acc: 0.7076, loss_cls: 2.3014, loss: 2.3014, grad_norm: 3.0810 2021-01-26 17:34:52,556 - mmaction - INFO - Epoch [184][1480/2147] lr: 3.751e-02, eta: 3 days, 0:02:13, time: 1.417, data_time: 0.008, memory: 16628, top1_acc: 0.4763, top5_acc: 0.7201, loss_cls: 2.2986, loss: 2.2986, grad_norm: 3.0476 2021-01-26 17:35:22,572 - mmaction - INFO - Epoch [184][1500/2147] lr: 3.751e-02, eta: 3 days, 0:01:38, time: 1.500, data_time: 0.007, memory: 16628, top1_acc: 0.4732, top5_acc: 0.7170, loss_cls: 2.2462, loss: 2.2462, grad_norm: 3.0750 2021-01-26 17:35:54,859 - mmaction - INFO - Epoch [184][1520/2147] lr: 3.751e-02, eta: 3 days, 0:01:05, time: 1.606, data_time: 0.014, memory: 16628, top1_acc: 0.4879, top5_acc: 0.7192, loss_cls: 2.2503, loss: 2.2503, grad_norm: 3.0548 2021-01-26 17:36:23,664 - mmaction - INFO - Epoch [184][1540/2147] lr: 3.751e-02, eta: 3 days, 0:00:29, time: 1.451, data_time: 0.012, memory: 16628, top1_acc: 0.4839, top5_acc: 0.7237, loss_cls: 2.2511, loss: 2.2511, grad_norm: 2.9960 2021-01-26 17:37:02,667 - mmaction - INFO - Epoch [184][1560/2147] lr: 3.751e-02, eta: 2 days, 23:59:58, time: 1.946, data_time: 0.011, memory: 16628, top1_acc: 0.4759, top5_acc: 0.7179, loss_cls: 2.3199, loss: 2.3199, grad_norm: 3.1516 2021-01-26 17:37:36,874 - mmaction - INFO - Epoch [184][1580/2147] lr: 3.751e-02, eta: 2 days, 23:59:25, time: 1.705, data_time: 0.007, memory: 16628, top1_acc: 0.4897, top5_acc: 0.7188, loss_cls: 2.2813, loss: 2.2813, grad_norm: 3.1304 2021-01-26 17:38:05,324 - mmaction - INFO - Epoch [184][1600/2147] lr: 3.751e-02, eta: 2 days, 23:58:50, time: 1.431, data_time: 0.016, memory: 16628, top1_acc: 0.4875, top5_acc: 0.7259, loss_cls: 2.2434, loss: 2.2434, grad_norm: 3.0314 2021-01-26 17:38:35,621 - mmaction - INFO - Epoch [184][1620/2147] lr: 3.751e-02, eta: 2 days, 23:58:15, time: 1.511, data_time: 0.004, memory: 16628, top1_acc: 0.4821, top5_acc: 0.7277, loss_cls: 2.2716, loss: 2.2716, grad_norm: 3.1244 2021-01-26 17:39:04,178 - mmaction - INFO - Epoch [184][1640/2147] lr: 3.751e-02, eta: 2 days, 23:57:40, time: 1.432, data_time: 0.017, memory: 16628, top1_acc: 0.4817, top5_acc: 0.7277, loss_cls: 2.2472, loss: 2.2472, grad_norm: 3.0369 2021-01-26 17:39:33,369 - mmaction - INFO - Epoch [184][1660/2147] lr: 3.751e-02, eta: 2 days, 23:57:05, time: 1.456, data_time: 0.007, memory: 16628, top1_acc: 0.4911, top5_acc: 0.7143, loss_cls: 2.2665, loss: 2.2665, grad_norm: 3.0531 2021-01-26 17:40:11,047 - mmaction - INFO - Epoch [184][1680/2147] lr: 3.751e-02, eta: 2 days, 23:56:33, time: 1.888, data_time: 0.007, memory: 16628, top1_acc: 0.4692, top5_acc: 0.7116, loss_cls: 2.3342, loss: 2.3342, grad_norm: 3.2709 2021-01-26 17:40:41,953 - mmaction - INFO - Epoch [184][1700/2147] lr: 3.751e-02, eta: 2 days, 23:55:59, time: 1.545, data_time: 0.002, memory: 16628, top1_acc: 0.4879, top5_acc: 0.7335, loss_cls: 2.2306, loss: 2.2306, grad_norm: 3.0416 2021-01-26 17:41:17,191 - mmaction - INFO - Epoch [184][1720/2147] lr: 3.751e-02, eta: 2 days, 23:55:26, time: 1.760, data_time: 0.007, memory: 16628, top1_acc: 0.4759, top5_acc: 0.7143, loss_cls: 2.2845, loss: 2.2845, grad_norm: 3.0619 2021-01-26 17:41:47,358 - mmaction - INFO - Epoch [184][1740/2147] lr: 3.751e-02, eta: 2 days, 23:54:51, time: 1.511, data_time: 0.009, memory: 16628, top1_acc: 0.4781, top5_acc: 0.7237, loss_cls: 2.3045, loss: 2.3045, grad_norm: 3.0274 2021-01-26 17:42:17,330 - mmaction - INFO - Epoch [184][1760/2147] lr: 3.751e-02, eta: 2 days, 23:54:16, time: 1.495, data_time: 0.011, memory: 16628, top1_acc: 0.4768, top5_acc: 0.7174, loss_cls: 2.3311, loss: 2.3311, grad_norm: 3.0725 2021-01-26 17:42:53,831 - mmaction - INFO - Epoch [184][1780/2147] lr: 3.751e-02, eta: 2 days, 23:53:44, time: 1.826, data_time: 0.064, memory: 16628, top1_acc: 0.4723, top5_acc: 0.7241, loss_cls: 2.3171, loss: 2.3171, grad_norm: 3.0229 2021-01-26 17:43:26,893 - mmaction - INFO - Epoch [184][1800/2147] lr: 3.751e-02, eta: 2 days, 23:53:11, time: 1.654, data_time: 0.005, memory: 16628, top1_acc: 0.4625, top5_acc: 0.7223, loss_cls: 2.2988, loss: 2.2988, grad_norm: 2.9978 2021-01-26 17:43:57,138 - mmaction - INFO - Epoch [184][1820/2147] lr: 3.751e-02, eta: 2 days, 23:52:36, time: 1.498, data_time: 0.009, memory: 16628, top1_acc: 0.4670, top5_acc: 0.7183, loss_cls: 2.3162, loss: 2.3162, grad_norm: 3.0612 2021-01-26 17:44:26,603 - mmaction - INFO - Epoch [184][1840/2147] lr: 3.751e-02, eta: 2 days, 23:52:01, time: 1.484, data_time: 0.020, memory: 16628, top1_acc: 0.4884, top5_acc: 0.7147, loss_cls: 2.2984, loss: 2.2984, grad_norm: 2.9949 2021-01-26 17:45:04,111 - mmaction - INFO - Epoch [184][1860/2147] lr: 3.751e-02, eta: 2 days, 23:51:29, time: 1.870, data_time: 0.016, memory: 16628, top1_acc: 0.4737, top5_acc: 0.7192, loss_cls: 2.3160, loss: 2.3160, grad_norm: 3.0692 2021-01-26 17:45:40,437 - mmaction - INFO - Epoch [184][1880/2147] lr: 3.751e-02, eta: 2 days, 23:50:57, time: 1.818, data_time: 0.017, memory: 16628, top1_acc: 0.4692, top5_acc: 0.7054, loss_cls: 2.3508, loss: 2.3508, grad_norm: 3.1193 2021-01-26 17:46:09,757 - mmaction - INFO - Epoch [184][1900/2147] lr: 3.751e-02, eta: 2 days, 23:50:22, time: 1.472, data_time: 0.022, memory: 16628, top1_acc: 0.4786, top5_acc: 0.7174, loss_cls: 2.2728, loss: 2.2728, grad_norm: 2.9856 2021-01-26 17:46:46,798 - mmaction - INFO - Epoch [184][1920/2147] lr: 3.751e-02, eta: 2 days, 23:49:50, time: 1.843, data_time: 0.003, memory: 16628, top1_acc: 0.4652, top5_acc: 0.7281, loss_cls: 2.2921, loss: 2.2921, grad_norm: 3.0447 2021-01-26 17:47:16,996 - mmaction - INFO - Epoch [184][1940/2147] lr: 3.751e-02, eta: 2 days, 23:49:15, time: 1.521, data_time: 0.024, memory: 16628, top1_acc: 0.4929, top5_acc: 0.7393, loss_cls: 2.2253, loss: 2.2253, grad_norm: 3.0937 2021-01-26 17:47:49,475 - mmaction - INFO - Epoch [184][1960/2147] lr: 3.751e-02, eta: 2 days, 23:48:42, time: 1.622, data_time: 0.003, memory: 16628, top1_acc: 0.4545, top5_acc: 0.7036, loss_cls: 2.3531, loss: 2.3531, grad_norm: 3.0462 2021-01-26 17:48:27,236 - mmaction - INFO - Epoch [184][1980/2147] lr: 3.751e-02, eta: 2 days, 23:48:10, time: 1.885, data_time: 0.077, memory: 16628, top1_acc: 0.4871, top5_acc: 0.7147, loss_cls: 2.2625, loss: 2.2625, grad_norm: 2.9864 2021-01-26 17:49:01,298 - mmaction - INFO - Epoch [184][2000/2147] lr: 3.751e-02, eta: 2 days, 23:47:37, time: 1.706, data_time: 0.006, memory: 16628, top1_acc: 0.4929, top5_acc: 0.7304, loss_cls: 2.2359, loss: 2.2359, grad_norm: 3.0034 2021-01-26 17:49:33,392 - mmaction - INFO - Epoch [184][2020/2147] lr: 3.751e-02, eta: 2 days, 23:47:03, time: 1.603, data_time: 0.008, memory: 16628, top1_acc: 0.4969, top5_acc: 0.7304, loss_cls: 2.2124, loss: 2.2124, grad_norm: 2.9835 2021-01-26 17:50:07,786 - mmaction - INFO - Epoch [184][2040/2147] lr: 3.751e-02, eta: 2 days, 23:46:30, time: 1.692, data_time: 0.020, memory: 16628, top1_acc: 0.4871, top5_acc: 0.7080, loss_cls: 2.3040, loss: 2.3040, grad_norm: 3.0995 2021-01-26 17:50:36,829 - mmaction - INFO - Epoch [184][2060/2147] lr: 3.751e-02, eta: 2 days, 23:45:55, time: 1.471, data_time: 0.037, memory: 16628, top1_acc: 0.4920, top5_acc: 0.7415, loss_cls: 2.1839, loss: 2.1839, grad_norm: 3.0551 2021-01-26 17:51:13,608 - mmaction - INFO - Epoch [184][2080/2147] lr: 3.751e-02, eta: 2 days, 23:45:23, time: 1.842, data_time: 0.021, memory: 16628, top1_acc: 0.4732, top5_acc: 0.7201, loss_cls: 2.2908, loss: 2.2908, grad_norm: 3.1314 2021-01-26 17:51:54,456 - mmaction - INFO - Epoch [184][2100/2147] lr: 3.751e-02, eta: 2 days, 23:44:52, time: 2.051, data_time: 0.015, memory: 16628, top1_acc: 0.4808, top5_acc: 0.7237, loss_cls: 2.2615, loss: 2.2615, grad_norm: 3.1145 2021-01-26 17:52:27,030 - mmaction - INFO - Epoch [184][2120/2147] lr: 3.751e-02, eta: 2 days, 23:44:18, time: 1.626, data_time: 0.004, memory: 16628, top1_acc: 0.4768, top5_acc: 0.7246, loss_cls: 2.2613, loss: 2.2613, grad_norm: 3.1405 2021-01-26 17:52:57,281 - mmaction - INFO - Epoch [184][2140/2147] lr: 3.751e-02, eta: 2 days, 23:43:44, time: 1.514, data_time: 0.007, memory: 16628, top1_acc: 0.4951, top5_acc: 0.7254, loss_cls: 2.2353, loss: 2.2353, grad_norm: 3.1280 2021-01-26 17:53:28,554 - mmaction - INFO - Saving checkpoint at 184 epochs 2021-01-26 18:00:02,152 - mmaction - INFO - Epoch [185][20/2147] lr: 3.656e-02, eta: 2 days, 23:45:14, time: 19.551, data_time: 17.867, memory: 16628, top1_acc: 0.4964, top5_acc: 0.7353, loss_cls: 2.1874, loss: 2.1874, grad_norm: 3.0073 2021-01-26 18:00:31,937 - mmaction - INFO - Epoch [185][40/2147] lr: 3.656e-02, eta: 2 days, 23:44:39, time: 1.488, data_time: 0.007, memory: 16628, top1_acc: 0.4786, top5_acc: 0.7237, loss_cls: 2.2678, loss: 2.2678, grad_norm: 3.0168 2021-01-26 18:01:05,714 - mmaction - INFO - Epoch [185][60/2147] lr: 3.656e-02, eta: 2 days, 23:44:06, time: 1.687, data_time: 0.015, memory: 16628, top1_acc: 0.4924, top5_acc: 0.7366, loss_cls: 2.1951, loss: 2.1951, grad_norm: 2.9940 2021-01-26 18:01:34,820 - mmaction - INFO - Epoch [185][80/2147] lr: 3.656e-02, eta: 2 days, 23:43:31, time: 1.458, data_time: 0.009, memory: 16628, top1_acc: 0.4719, top5_acc: 0.7326, loss_cls: 2.2397, loss: 2.2397, grad_norm: 3.0865 2021-01-26 18:02:09,423 - mmaction - INFO - Epoch [185][100/2147] lr: 3.656e-02, eta: 2 days, 23:42:58, time: 1.730, data_time: 0.046, memory: 16628, top1_acc: 0.4821, top5_acc: 0.7121, loss_cls: 2.2602, loss: 2.2602, grad_norm: 3.0643 2021-01-26 18:02:40,372 - mmaction - INFO - Epoch [185][120/2147] lr: 3.656e-02, eta: 2 days, 23:42:23, time: 1.549, data_time: 0.006, memory: 16628, top1_acc: 0.4951, top5_acc: 0.7308, loss_cls: 2.1494, loss: 2.1494, grad_norm: 2.9923 2021-01-26 18:03:09,940 - mmaction - INFO - Epoch [185][140/2147] lr: 3.656e-02, eta: 2 days, 23:41:48, time: 1.477, data_time: 0.010, memory: 16628, top1_acc: 0.5147, top5_acc: 0.7335, loss_cls: 2.1643, loss: 2.1643, grad_norm: 2.9410 2021-01-26 18:03:40,478 - mmaction - INFO - Epoch [185][160/2147] lr: 3.656e-02, eta: 2 days, 23:41:14, time: 1.529, data_time: 0.040, memory: 16628, top1_acc: 0.4813, top5_acc: 0.7272, loss_cls: 2.2486, loss: 2.2486, grad_norm: 3.0452 2021-01-26 18:04:13,192 - mmaction - INFO - Epoch [185][180/2147] lr: 3.656e-02, eta: 2 days, 23:40:40, time: 1.631, data_time: 0.002, memory: 16628, top1_acc: 0.4830, top5_acc: 0.7210, loss_cls: 2.2684, loss: 2.2684, grad_norm: 3.1237 2021-01-26 18:04:42,987 - mmaction - INFO - Epoch [185][200/2147] lr: 3.656e-02, eta: 2 days, 23:40:05, time: 1.492, data_time: 0.007, memory: 16628, top1_acc: 0.4759, top5_acc: 0.7147, loss_cls: 2.2718, loss: 2.2718, grad_norm: 3.1409 2021-01-26 18:05:19,293 - mmaction - INFO - Epoch [185][220/2147] lr: 3.656e-02, eta: 2 days, 23:39:33, time: 1.816, data_time: 0.007, memory: 16628, top1_acc: 0.4987, top5_acc: 0.7246, loss_cls: 2.2339, loss: 2.2339, grad_norm: 3.1008 2021-01-26 18:05:47,957 - mmaction - INFO - Epoch [185][240/2147] lr: 3.656e-02, eta: 2 days, 23:38:58, time: 1.432, data_time: 0.004, memory: 16628, top1_acc: 0.4777, top5_acc: 0.7129, loss_cls: 2.2919, loss: 2.2919, grad_norm: 3.0588 2021-01-26 18:06:20,091 - mmaction - INFO - Epoch [185][260/2147] lr: 3.656e-02, eta: 2 days, 23:38:24, time: 1.609, data_time: 0.008, memory: 16628, top1_acc: 0.4875, top5_acc: 0.7272, loss_cls: 2.2479, loss: 2.2479, grad_norm: 3.0574 2021-01-26 18:06:58,649 - mmaction - INFO - Epoch [185][280/2147] lr: 3.656e-02, eta: 2 days, 23:37:52, time: 1.922, data_time: 0.003, memory: 16628, top1_acc: 0.4821, top5_acc: 0.7246, loss_cls: 2.2639, loss: 2.2639, grad_norm: 3.0795 2021-01-26 18:07:27,835 - mmaction - INFO - Epoch [185][300/2147] lr: 3.656e-02, eta: 2 days, 23:37:17, time: 1.462, data_time: 0.011, memory: 16628, top1_acc: 0.4701, top5_acc: 0.7067, loss_cls: 2.3371, loss: 2.3371, grad_norm: 3.0609 2021-01-26 18:08:01,838 - mmaction - INFO - Epoch [185][320/2147] lr: 3.656e-02, eta: 2 days, 23:36:44, time: 1.701, data_time: 0.008, memory: 16628, top1_acc: 0.4786, top5_acc: 0.7379, loss_cls: 2.2067, loss: 2.2067, grad_norm: 3.0595 2021-01-26 18:08:35,448 - mmaction - INFO - Epoch [185][340/2147] lr: 3.656e-02, eta: 2 days, 23:36:11, time: 1.666, data_time: 0.017, memory: 16628, top1_acc: 0.4897, top5_acc: 0.7366, loss_cls: 2.2203, loss: 2.2203, grad_norm: 3.1162 2021-01-26 18:09:06,822 - mmaction - INFO - Epoch [185][360/2147] lr: 3.656e-02, eta: 2 days, 23:35:37, time: 1.582, data_time: 0.020, memory: 16628, top1_acc: 0.4835, top5_acc: 0.7196, loss_cls: 2.2699, loss: 2.2699, grad_norm: 3.0619 2021-01-26 18:09:37,702 - mmaction - INFO - Epoch [185][380/2147] lr: 3.656e-02, eta: 2 days, 23:35:02, time: 1.548, data_time: 0.008, memory: 16628, top1_acc: 0.4781, top5_acc: 0.7183, loss_cls: 2.3074, loss: 2.3074, grad_norm: 3.0881 2021-01-26 18:10:07,577 - mmaction - INFO - Epoch [185][400/2147] lr: 3.656e-02, eta: 2 days, 23:34:27, time: 1.492, data_time: 0.004, memory: 16628, top1_acc: 0.4862, top5_acc: 0.7299, loss_cls: 2.2541, loss: 2.2541, grad_norm: 3.0032 2021-01-26 18:10:39,884 - mmaction - INFO - Epoch [185][420/2147] lr: 3.656e-02, eta: 2 days, 23:33:53, time: 1.612, data_time: 0.004, memory: 16628, top1_acc: 0.4893, top5_acc: 0.7379, loss_cls: 2.1969, loss: 2.1969, grad_norm: 3.0066 2021-01-26 18:11:12,322 - mmaction - INFO - Epoch [185][440/2147] lr: 3.656e-02, eta: 2 days, 23:33:20, time: 1.628, data_time: 0.012, memory: 16628, top1_acc: 0.4866, top5_acc: 0.7179, loss_cls: 2.2442, loss: 2.2442, grad_norm: 3.0556 2021-01-26 18:11:46,317 - mmaction - INFO - Epoch [185][460/2147] lr: 3.656e-02, eta: 2 days, 23:32:46, time: 1.692, data_time: 0.001, memory: 16628, top1_acc: 0.4933, top5_acc: 0.7317, loss_cls: 2.1833, loss: 2.1833, grad_norm: 3.0501 2021-01-26 18:12:17,325 - mmaction - INFO - Epoch [185][480/2147] lr: 3.656e-02, eta: 2 days, 23:32:12, time: 1.558, data_time: 0.013, memory: 16628, top1_acc: 0.4821, top5_acc: 0.7156, loss_cls: 2.2675, loss: 2.2675, grad_norm: 3.0549 2021-01-26 18:12:47,130 - mmaction - INFO - Epoch [185][500/2147] lr: 3.656e-02, eta: 2 days, 23:31:37, time: 1.487, data_time: 0.003, memory: 16628, top1_acc: 0.4987, top5_acc: 0.7268, loss_cls: 2.2481, loss: 2.2481, grad_norm: 3.0863 2021-01-26 18:13:19,755 - mmaction - INFO - Epoch [185][520/2147] lr: 3.656e-02, eta: 2 days, 23:31:03, time: 1.625, data_time: 0.007, memory: 16628, top1_acc: 0.4897, top5_acc: 0.7219, loss_cls: 2.2246, loss: 2.2246, grad_norm: 3.1922 2021-01-26 18:13:49,250 - mmaction - INFO - Epoch [185][540/2147] lr: 3.656e-02, eta: 2 days, 23:30:29, time: 1.484, data_time: 0.013, memory: 16628, top1_acc: 0.4879, top5_acc: 0.7080, loss_cls: 2.3246, loss: 2.3246, grad_norm: 3.0344 2021-01-26 18:14:18,961 - mmaction - INFO - Epoch [185][560/2147] lr: 3.656e-02, eta: 2 days, 23:29:54, time: 1.485, data_time: 0.005, memory: 16628, top1_acc: 0.4830, top5_acc: 0.7228, loss_cls: 2.2923, loss: 2.2923, grad_norm: 3.0425 2021-01-26 18:14:51,479 - mmaction - INFO - Epoch [185][580/2147] lr: 3.656e-02, eta: 2 days, 23:29:20, time: 1.609, data_time: 0.004, memory: 16628, top1_acc: 0.4723, top5_acc: 0.7246, loss_cls: 2.2816, loss: 2.2816, grad_norm: 3.0387 2021-01-26 18:15:21,995 - mmaction - INFO - Epoch [185][600/2147] lr: 3.656e-02, eta: 2 days, 23:28:45, time: 1.540, data_time: 0.025, memory: 16628, top1_acc: 0.4737, top5_acc: 0.7165, loss_cls: 2.2926, loss: 2.2926, grad_norm: 3.0753 2021-01-26 18:15:54,414 - mmaction - INFO - Epoch [185][620/2147] lr: 3.656e-02, eta: 2 days, 23:28:12, time: 1.624, data_time: 0.008, memory: 16628, top1_acc: 0.5076, top5_acc: 0.7304, loss_cls: 2.2037, loss: 2.2037, grad_norm: 3.0062 2021-01-26 18:16:25,226 - mmaction - INFO - Epoch [185][640/2147] lr: 3.656e-02, eta: 2 days, 23:27:37, time: 1.541, data_time: 0.003, memory: 16628, top1_acc: 0.4808, top5_acc: 0.7250, loss_cls: 2.2559, loss: 2.2559, grad_norm: 3.0440 2021-01-26 18:17:02,527 - mmaction - INFO - Epoch [185][660/2147] lr: 3.656e-02, eta: 2 days, 23:27:05, time: 1.859, data_time: 0.005, memory: 16628, top1_acc: 0.4781, top5_acc: 0.7071, loss_cls: 2.3117, loss: 2.3117, grad_norm: 3.0704 2021-01-26 18:17:33,899 - mmaction - INFO - Epoch [185][680/2147] lr: 3.656e-02, eta: 2 days, 23:26:31, time: 1.572, data_time: 0.016, memory: 16628, top1_acc: 0.4790, top5_acc: 0.7196, loss_cls: 2.2590, loss: 2.2590, grad_norm: 3.0497 2021-01-26 18:18:09,006 - mmaction - INFO - Epoch [185][700/2147] lr: 3.656e-02, eta: 2 days, 23:25:58, time: 1.750, data_time: 0.015, memory: 16628, top1_acc: 0.4804, top5_acc: 0.7179, loss_cls: 2.2559, loss: 2.2559, grad_norm: 3.0493 2021-01-26 18:18:40,378 - mmaction - INFO - Epoch [185][720/2147] lr: 3.656e-02, eta: 2 days, 23:25:24, time: 1.573, data_time: 0.017, memory: 16628, top1_acc: 0.4781, top5_acc: 0.7201, loss_cls: 2.2683, loss: 2.2683, grad_norm: 3.1123 2021-01-26 18:19:09,122 - mmaction - INFO - Epoch [185][740/2147] lr: 3.656e-02, eta: 2 days, 23:24:49, time: 1.440, data_time: 0.008, memory: 16628, top1_acc: 0.4732, top5_acc: 0.7156, loss_cls: 2.2749, loss: 2.2749, grad_norm: 3.0923 2021-01-26 18:19:38,359 - mmaction - INFO - Epoch [185][760/2147] lr: 3.656e-02, eta: 2 days, 23:24:14, time: 1.457, data_time: 0.007, memory: 16628, top1_acc: 0.5004, top5_acc: 0.7326, loss_cls: 2.1759, loss: 2.1759, grad_norm: 2.9979 2021-01-26 18:20:09,561 - mmaction - INFO - Epoch [185][780/2147] lr: 3.656e-02, eta: 2 days, 23:23:39, time: 1.554, data_time: 0.012, memory: 16628, top1_acc: 0.4946, top5_acc: 0.7326, loss_cls: 2.2199, loss: 2.2199, grad_norm: 3.1194 2021-01-26 18:20:40,734 - mmaction - INFO - Epoch [185][800/2147] lr: 3.656e-02, eta: 2 days, 23:23:05, time: 1.568, data_time: 0.014, memory: 16628, top1_acc: 0.4924, top5_acc: 0.7473, loss_cls: 2.1835, loss: 2.1835, grad_norm: 3.0892 2021-01-26 18:21:12,144 - mmaction - INFO - Epoch [185][820/2147] lr: 3.656e-02, eta: 2 days, 23:22:31, time: 1.572, data_time: 0.006, memory: 16628, top1_acc: 0.4848, top5_acc: 0.7192, loss_cls: 2.2502, loss: 2.2502, grad_norm: 3.0693 2021-01-26 18:21:47,504 - mmaction - INFO - Epoch [185][840/2147] lr: 3.656e-02, eta: 2 days, 23:21:58, time: 1.767, data_time: 0.006, memory: 16628, top1_acc: 0.4741, top5_acc: 0.7165, loss_cls: 2.3280, loss: 2.3280, grad_norm: 3.1063 2021-01-26 18:22:17,507 - mmaction - INFO - Epoch [185][860/2147] lr: 3.656e-02, eta: 2 days, 23:21:23, time: 1.493, data_time: 0.018, memory: 16628, top1_acc: 0.4866, top5_acc: 0.7219, loss_cls: 2.2656, loss: 2.2656, grad_norm: 3.1165 2021-01-26 18:22:48,192 - mmaction - INFO - Epoch [185][880/2147] lr: 3.656e-02, eta: 2 days, 23:20:49, time: 1.534, data_time: 0.016, memory: 16628, top1_acc: 0.4826, top5_acc: 0.7254, loss_cls: 2.2812, loss: 2.2812, grad_norm: 3.1070 2021-01-26 18:23:17,368 - mmaction - INFO - Epoch [185][900/2147] lr: 3.656e-02, eta: 2 days, 23:20:14, time: 1.459, data_time: 0.013, memory: 16628, top1_acc: 0.4897, top5_acc: 0.7290, loss_cls: 2.2412, loss: 2.2412, grad_norm: 3.0654 2021-01-26 18:23:50,647 - mmaction - INFO - Epoch [185][920/2147] lr: 3.656e-02, eta: 2 days, 23:19:40, time: 1.664, data_time: 0.017, memory: 16628, top1_acc: 0.4844, top5_acc: 0.7210, loss_cls: 2.2944, loss: 2.2944, grad_norm: 3.1154 2021-01-26 18:24:21,954 - mmaction - INFO - Epoch [185][940/2147] lr: 3.656e-02, eta: 2 days, 23:19:06, time: 1.569, data_time: 0.017, memory: 16628, top1_acc: 0.4781, top5_acc: 0.7138, loss_cls: 2.2989, loss: 2.2989, grad_norm: 3.1853 2021-01-26 18:24:54,477 - mmaction - INFO - Epoch [185][960/2147] lr: 3.656e-02, eta: 2 days, 23:18:32, time: 1.582, data_time: 0.009, memory: 16628, top1_acc: 0.4754, top5_acc: 0.7103, loss_cls: 2.3247, loss: 2.3247, grad_norm: 3.0239 2021-01-26 18:25:22,705 - mmaction - INFO - Epoch [185][980/2147] lr: 3.656e-02, eta: 2 days, 23:17:57, time: 1.459, data_time: 0.052, memory: 16628, top1_acc: 0.4848, top5_acc: 0.7317, loss_cls: 2.2471, loss: 2.2471, grad_norm: 3.0524 2021-01-26 18:25:51,798 - mmaction - INFO - Epoch [185][1000/2147] lr: 3.656e-02, eta: 2 days, 23:17:22, time: 1.457, data_time: 0.007, memory: 16628, top1_acc: 0.5170, top5_acc: 0.7491, loss_cls: 2.1654, loss: 2.1654, grad_norm: 3.0894 2021-01-26 18:26:22,279 - mmaction - INFO - Epoch [185][1020/2147] lr: 3.656e-02, eta: 2 days, 23:16:47, time: 1.523, data_time: 0.001, memory: 16628, top1_acc: 0.4964, top5_acc: 0.7295, loss_cls: 2.2059, loss: 2.2059, grad_norm: 3.0801 2021-01-26 18:26:55,798 - mmaction - INFO - Epoch [185][1040/2147] lr: 3.656e-02, eta: 2 days, 23:16:14, time: 1.669, data_time: 0.069, memory: 16628, top1_acc: 0.4795, top5_acc: 0.7196, loss_cls: 2.2627, loss: 2.2627, grad_norm: 3.1484 2021-01-26 18:27:27,313 - mmaction - INFO - Epoch [185][1060/2147] lr: 3.656e-02, eta: 2 days, 23:15:40, time: 1.580, data_time: 0.009, memory: 16628, top1_acc: 0.4888, top5_acc: 0.7210, loss_cls: 2.2311, loss: 2.2311, grad_norm: 3.1259 2021-01-26 18:27:55,968 - mmaction - INFO - Epoch [185][1080/2147] lr: 3.656e-02, eta: 2 days, 23:15:05, time: 1.436, data_time: 0.015, memory: 16628, top1_acc: 0.4848, top5_acc: 0.7196, loss_cls: 2.2794, loss: 2.2794, grad_norm: 3.1451 2021-01-26 18:28:24,915 - mmaction - INFO - Epoch [185][1100/2147] lr: 3.656e-02, eta: 2 days, 23:14:29, time: 1.447, data_time: 0.019, memory: 16628, top1_acc: 0.4830, top5_acc: 0.7344, loss_cls: 2.2200, loss: 2.2200, grad_norm: 2.9978 2021-01-26 18:28:56,352 - mmaction - INFO - Epoch [185][1120/2147] lr: 3.656e-02, eta: 2 days, 23:13:55, time: 1.570, data_time: 0.006, memory: 16628, top1_acc: 0.4723, top5_acc: 0.7138, loss_cls: 2.3410, loss: 2.3410, grad_norm: 3.1326 2021-01-26 18:29:25,584 - mmaction - INFO - Epoch [185][1140/2147] lr: 3.656e-02, eta: 2 days, 23:13:20, time: 1.462, data_time: 0.005, memory: 16628, top1_acc: 0.4879, top5_acc: 0.7326, loss_cls: 2.2358, loss: 2.2358, grad_norm: 3.1745 2021-01-26 18:29:57,167 - mmaction - INFO - Epoch [185][1160/2147] lr: 3.656e-02, eta: 2 days, 23:12:46, time: 1.574, data_time: 0.009, memory: 16628, top1_acc: 0.4964, top5_acc: 0.7205, loss_cls: 2.2609, loss: 2.2609, grad_norm: 3.1523 2021-01-26 18:30:29,766 - mmaction - INFO - Epoch [185][1180/2147] lr: 3.656e-02, eta: 2 days, 23:12:12, time: 1.628, data_time: 0.017, memory: 16628, top1_acc: 0.4924, top5_acc: 0.7152, loss_cls: 2.2335, loss: 2.2335, grad_norm: 3.0315 2021-01-26 18:30:58,361 - mmaction - INFO - Epoch [185][1200/2147] lr: 3.656e-02, eta: 2 days, 23:11:37, time: 1.437, data_time: 0.014, memory: 16628, top1_acc: 0.4754, top5_acc: 0.7219, loss_cls: 2.2963, loss: 2.2963, grad_norm: 3.1496 2021-01-26 18:31:26,873 - mmaction - INFO - Epoch [185][1220/2147] lr: 3.656e-02, eta: 2 days, 23:11:02, time: 1.424, data_time: 0.005, memory: 16628, top1_acc: 0.4746, top5_acc: 0.7161, loss_cls: 2.3033, loss: 2.3033, grad_norm: 3.1049 2021-01-26 18:31:58,285 - mmaction - INFO - Epoch [185][1240/2147] lr: 3.656e-02, eta: 2 days, 23:10:28, time: 1.572, data_time: 0.005, memory: 16628, top1_acc: 0.4946, top5_acc: 0.7187, loss_cls: 2.2529, loss: 2.2529, grad_norm: 3.0905 2021-01-26 18:32:30,489 - mmaction - INFO - Epoch [185][1260/2147] lr: 3.656e-02, eta: 2 days, 23:09:54, time: 1.610, data_time: 0.002, memory: 16628, top1_acc: 0.4567, top5_acc: 0.7179, loss_cls: 2.2996, loss: 2.2996, grad_norm: 3.0829 2021-01-26 18:32:59,482 - mmaction - INFO - Epoch [185][1280/2147] lr: 3.656e-02, eta: 2 days, 23:09:19, time: 1.449, data_time: 0.004, memory: 16628, top1_acc: 0.4888, top5_acc: 0.7232, loss_cls: 2.2906, loss: 2.2906, grad_norm: 3.0962 2021-01-26 18:33:31,291 - mmaction - INFO - Epoch [185][1300/2147] lr: 3.656e-02, eta: 2 days, 23:08:44, time: 1.584, data_time: 0.005, memory: 16628, top1_acc: 0.4821, top5_acc: 0.7263, loss_cls: 2.2233, loss: 2.2233, grad_norm: 3.0853 2021-01-26 18:34:02,701 - mmaction - INFO - Epoch [185][1320/2147] lr: 3.656e-02, eta: 2 days, 23:08:10, time: 1.571, data_time: 0.013, memory: 16628, top1_acc: 0.4750, top5_acc: 0.7210, loss_cls: 2.2756, loss: 2.2756, grad_norm: 3.0849 2021-01-26 18:34:37,383 - mmaction - INFO - Epoch [185][1340/2147] lr: 3.656e-02, eta: 2 days, 23:07:37, time: 1.731, data_time: 0.016, memory: 16628, top1_acc: 0.4808, top5_acc: 0.7304, loss_cls: 2.2510, loss: 2.2510, grad_norm: 3.0675 2021-01-26 18:35:08,079 - mmaction - INFO - Epoch [185][1360/2147] lr: 3.656e-02, eta: 2 days, 23:07:03, time: 1.545, data_time: 0.014, memory: 16628, top1_acc: 0.4808, top5_acc: 0.7094, loss_cls: 2.2819, loss: 2.2819, grad_norm: 3.0633 2021-01-26 18:35:36,675 - mmaction - INFO - Epoch [185][1380/2147] lr: 3.656e-02, eta: 2 days, 23:06:28, time: 1.429, data_time: 0.003, memory: 16628, top1_acc: 0.4884, top5_acc: 0.7263, loss_cls: 2.2335, loss: 2.2335, grad_norm: 2.9666 2021-01-26 18:36:10,439 - mmaction - INFO - Epoch [185][1400/2147] lr: 3.656e-02, eta: 2 days, 23:05:54, time: 1.684, data_time: 0.008, memory: 16628, top1_acc: 0.4853, top5_acc: 0.7129, loss_cls: 2.2452, loss: 2.2452, grad_norm: 3.0373 2021-01-26 18:36:42,961 - mmaction - INFO - Epoch [185][1420/2147] lr: 3.656e-02, eta: 2 days, 23:05:20, time: 1.589, data_time: 0.011, memory: 16628, top1_acc: 0.4799, top5_acc: 0.7286, loss_cls: 2.2503, loss: 2.2503, grad_norm: 3.1427 2021-01-26 18:37:14,588 - mmaction - INFO - Epoch [185][1440/2147] lr: 3.656e-02, eta: 2 days, 23:04:46, time: 1.621, data_time: 0.045, memory: 16628, top1_acc: 0.4826, top5_acc: 0.7161, loss_cls: 2.2982, loss: 2.2982, grad_norm: 3.0915 2021-01-26 18:37:45,322 - mmaction - INFO - Epoch [185][1460/2147] lr: 3.656e-02, eta: 2 days, 23:04:12, time: 1.539, data_time: 0.008, memory: 16628, top1_acc: 0.4571, top5_acc: 0.7085, loss_cls: 2.3369, loss: 2.3369, grad_norm: 3.1105 2021-01-26 18:38:14,359 - mmaction - INFO - Epoch [185][1480/2147] lr: 3.656e-02, eta: 2 days, 23:03:37, time: 1.450, data_time: 0.003, memory: 16628, top1_acc: 0.4781, top5_acc: 0.7201, loss_cls: 2.2936, loss: 2.2936, grad_norm: 3.0427 2021-01-26 18:38:51,163 - mmaction - INFO - Epoch [185][1500/2147] lr: 3.656e-02, eta: 2 days, 23:03:05, time: 1.834, data_time: 0.011, memory: 16628, top1_acc: 0.4683, top5_acc: 0.7388, loss_cls: 2.2446, loss: 2.2446, grad_norm: 3.1449 2021-01-26 18:39:33,869 - mmaction - INFO - Epoch [185][1520/2147] lr: 3.656e-02, eta: 2 days, 23:02:35, time: 2.138, data_time: 0.013, memory: 16628, top1_acc: 0.4768, top5_acc: 0.7281, loss_cls: 2.2867, loss: 2.2867, grad_norm: 3.0812 2021-01-26 18:40:23,191 - mmaction - INFO - Epoch [185][1540/2147] lr: 3.656e-02, eta: 2 days, 23:02:08, time: 2.469, data_time: 0.010, memory: 16628, top1_acc: 0.4871, top5_acc: 0.7040, loss_cls: 2.2797, loss: 2.2797, grad_norm: 3.1016 2021-01-26 18:41:12,593 - mmaction - INFO - Epoch [185][1560/2147] lr: 3.656e-02, eta: 2 days, 23:01:40, time: 2.469, data_time: 0.010, memory: 16628, top1_acc: 0.4897, top5_acc: 0.7348, loss_cls: 2.2224, loss: 2.2224, grad_norm: 3.0544 2021-01-26 18:41:46,066 - mmaction - INFO - Epoch [185][1580/2147] lr: 3.656e-02, eta: 2 days, 23:01:07, time: 1.676, data_time: 0.007, memory: 16628, top1_acc: 0.4741, top5_acc: 0.7214, loss_cls: 2.3050, loss: 2.3050, grad_norm: 3.2122 2021-01-26 18:42:17,054 - mmaction - INFO - Epoch [185][1600/2147] lr: 3.656e-02, eta: 2 days, 23:00:33, time: 1.551, data_time: 0.026, memory: 16628, top1_acc: 0.4929, top5_acc: 0.7326, loss_cls: 2.2238, loss: 2.2238, grad_norm: 3.1229 2021-01-26 18:42:50,904 - mmaction - INFO - Epoch [185][1620/2147] lr: 3.656e-02, eta: 2 days, 22:59:59, time: 1.680, data_time: 0.008, memory: 16628, top1_acc: 0.4848, top5_acc: 0.7196, loss_cls: 2.2292, loss: 2.2292, grad_norm: 2.9997 2021-01-26 18:43:47,217 - mmaction - INFO - Epoch [185][1640/2147] lr: 3.656e-02, eta: 2 days, 22:59:35, time: 2.816, data_time: 0.017, memory: 16628, top1_acc: 0.4987, top5_acc: 0.7348, loss_cls: 2.2105, loss: 2.2105, grad_norm: 3.0597 2021-01-26 18:44:16,226 - mmaction - INFO - Epoch [185][1660/2147] lr: 3.656e-02, eta: 2 days, 22:59:00, time: 1.462, data_time: 0.017, memory: 16628, top1_acc: 0.4567, top5_acc: 0.7174, loss_cls: 2.3719, loss: 2.3719, grad_norm: 3.1732 2021-01-26 18:44:44,485 - mmaction - INFO - Epoch [185][1680/2147] lr: 3.656e-02, eta: 2 days, 22:58:24, time: 1.412, data_time: 0.001, memory: 16628, top1_acc: 0.4661, top5_acc: 0.7054, loss_cls: 2.3363, loss: 2.3363, grad_norm: 3.0291 2021-01-26 18:45:16,426 - mmaction - INFO - Epoch [185][1700/2147] lr: 3.656e-02, eta: 2 days, 22:57:50, time: 1.596, data_time: 0.003, memory: 16628, top1_acc: 0.4741, top5_acc: 0.7174, loss_cls: 2.2745, loss: 2.2745, grad_norm: 3.2012 2021-01-26 18:45:45,776 - mmaction - INFO - Epoch [185][1720/2147] lr: 3.656e-02, eta: 2 days, 22:57:15, time: 1.467, data_time: 0.004, memory: 16628, top1_acc: 0.4902, top5_acc: 0.7304, loss_cls: 2.2216, loss: 2.2216, grad_norm: 3.1303 2021-01-26 18:46:17,972 - mmaction - INFO - Epoch [185][1740/2147] lr: 3.656e-02, eta: 2 days, 22:56:41, time: 1.608, data_time: 0.006, memory: 16628, top1_acc: 0.4879, top5_acc: 0.7415, loss_cls: 2.2179, loss: 2.2179, grad_norm: 3.0990 2021-01-26 18:46:51,913 - mmaction - INFO - Epoch [185][1760/2147] lr: 3.656e-02, eta: 2 days, 22:56:08, time: 1.699, data_time: 0.006, memory: 16628, top1_acc: 0.4942, top5_acc: 0.7187, loss_cls: 2.2531, loss: 2.2531, grad_norm: 3.1231 2021-01-26 18:47:20,269 - mmaction - INFO - Epoch [185][1780/2147] lr: 3.656e-02, eta: 2 days, 22:55:33, time: 1.419, data_time: 0.003, memory: 16628, top1_acc: 0.4759, top5_acc: 0.7308, loss_cls: 2.2256, loss: 2.2256, grad_norm: 3.0747 2021-01-26 18:47:48,847 - mmaction - INFO - Epoch [185][1800/2147] lr: 3.656e-02, eta: 2 days, 22:54:58, time: 1.427, data_time: 0.007, memory: 16628, top1_acc: 0.4723, top5_acc: 0.7071, loss_cls: 2.3625, loss: 2.3625, grad_norm: 3.1332 2021-01-26 18:48:20,421 - mmaction - INFO - Epoch [185][1820/2147] lr: 3.656e-02, eta: 2 days, 22:54:23, time: 1.575, data_time: 0.008, memory: 16628, top1_acc: 0.4772, top5_acc: 0.7201, loss_cls: 2.2655, loss: 2.2655, grad_norm: 3.0557 2021-01-26 18:48:49,695 - mmaction - INFO - Epoch [185][1840/2147] lr: 3.656e-02, eta: 2 days, 22:53:48, time: 1.469, data_time: 0.016, memory: 16628, top1_acc: 0.4879, top5_acc: 0.7161, loss_cls: 2.2606, loss: 2.2606, grad_norm: 3.0562 2021-01-26 18:49:23,847 - mmaction - INFO - Epoch [185][1860/2147] lr: 3.656e-02, eta: 2 days, 22:53:15, time: 1.705, data_time: 0.005, memory: 16628, top1_acc: 0.4848, top5_acc: 0.7259, loss_cls: 2.2110, loss: 2.2110, grad_norm: 3.1292 2021-01-26 18:49:56,852 - mmaction - INFO - Epoch [185][1880/2147] lr: 3.656e-02, eta: 2 days, 22:52:42, time: 1.654, data_time: 0.006, memory: 16628, top1_acc: 0.4799, top5_acc: 0.7281, loss_cls: 2.2476, loss: 2.2476, grad_norm: 3.2089 2021-01-26 18:50:32,015 - mmaction - INFO - Epoch [185][1900/2147] lr: 3.656e-02, eta: 2 days, 22:52:09, time: 1.757, data_time: 0.002, memory: 16628, top1_acc: 0.4701, top5_acc: 0.7192, loss_cls: 2.2983, loss: 2.2983, grad_norm: 3.0969 2021-01-26 18:51:01,668 - mmaction - INFO - Epoch [185][1920/2147] lr: 3.656e-02, eta: 2 days, 22:51:34, time: 1.472, data_time: 0.006, memory: 16628, top1_acc: 0.4830, top5_acc: 0.7228, loss_cls: 2.2866, loss: 2.2866, grad_norm: 3.1115 2021-01-26 18:51:38,207 - mmaction - INFO - Epoch [185][1940/2147] lr: 3.656e-02, eta: 2 days, 22:51:02, time: 1.836, data_time: 0.019, memory: 16628, top1_acc: 0.4777, top5_acc: 0.7210, loss_cls: 2.2902, loss: 2.2902, grad_norm: 3.1071 2021-01-26 18:52:07,340 - mmaction - INFO - Epoch [185][1960/2147] lr: 3.656e-02, eta: 2 days, 22:50:27, time: 1.459, data_time: 0.037, memory: 16628, top1_acc: 0.4830, top5_acc: 0.7156, loss_cls: 2.2905, loss: 2.2905, grad_norm: 3.0268 2021-01-26 18:52:45,998 - mmaction - INFO - Epoch [185][1980/2147] lr: 3.656e-02, eta: 2 days, 22:49:55, time: 1.919, data_time: 0.010, memory: 16628, top1_acc: 0.4866, top5_acc: 0.7156, loss_cls: 2.3283, loss: 2.3283, grad_norm: 2.9594 2021-01-26 18:53:18,730 - mmaction - INFO - Epoch [185][2000/2147] lr: 3.656e-02, eta: 2 days, 22:49:22, time: 1.649, data_time: 0.036, memory: 16628, top1_acc: 0.4812, top5_acc: 0.7210, loss_cls: 2.2605, loss: 2.2605, grad_norm: 3.0476 2021-01-26 18:53:46,942 - mmaction - INFO - Epoch [185][2020/2147] lr: 3.656e-02, eta: 2 days, 22:48:46, time: 1.412, data_time: 0.003, memory: 16628, top1_acc: 0.4746, top5_acc: 0.7250, loss_cls: 2.2808, loss: 2.2808, grad_norm: 3.1003 2021-01-26 18:54:15,421 - mmaction - INFO - Epoch [185][2040/2147] lr: 3.656e-02, eta: 2 days, 22:48:11, time: 1.424, data_time: 0.006, memory: 16628, top1_acc: 0.4696, top5_acc: 0.7071, loss_cls: 2.3184, loss: 2.3184, grad_norm: 3.0505 2021-01-26 18:54:44,204 - mmaction - INFO - Epoch [185][2060/2147] lr: 3.656e-02, eta: 2 days, 22:47:36, time: 1.439, data_time: 0.004, memory: 16628, top1_acc: 0.4777, top5_acc: 0.7121, loss_cls: 2.3109, loss: 2.3109, grad_norm: 3.0081 2021-01-26 18:55:12,736 - mmaction - INFO - Epoch [185][2080/2147] lr: 3.656e-02, eta: 2 days, 22:47:00, time: 1.425, data_time: 0.005, memory: 16628, top1_acc: 0.4835, top5_acc: 0.7165, loss_cls: 2.2705, loss: 2.2705, grad_norm: 3.0589 2021-01-26 18:55:43,800 - mmaction - INFO - Epoch [185][2100/2147] lr: 3.656e-02, eta: 2 days, 22:46:26, time: 1.548, data_time: 0.006, memory: 16628, top1_acc: 0.4897, top5_acc: 0.7366, loss_cls: 2.1929, loss: 2.1929, grad_norm: 2.9764 2021-01-26 18:56:12,613 - mmaction - INFO - Epoch [185][2120/2147] lr: 3.656e-02, eta: 2 days, 22:45:51, time: 1.436, data_time: 0.011, memory: 16628, top1_acc: 0.4902, top5_acc: 0.7210, loss_cls: 2.2203, loss: 2.2203, grad_norm: 3.0016 2021-01-26 18:56:47,587 - mmaction - INFO - Epoch [185][2140/2147] lr: 3.656e-02, eta: 2 days, 22:45:18, time: 1.757, data_time: 0.094, memory: 16628, top1_acc: 0.4902, top5_acc: 0.7272, loss_cls: 2.2139, loss: 2.2139, grad_norm: 3.0674 2021-01-26 19:19:51,654 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-26 19:19:52,725 - mmaction - INFO - top1_acc 0.5481 top5_acc 0.7936 2021-01-26 19:19:52,725 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-26 19:19:52,809 - mmaction - INFO - mean_acc 0.5480 2021-01-26 19:19:52,810 - mmaction - INFO - Now best checkpoint is epoch_185.pth 2021-01-26 19:19:52,825 - mmaction - INFO - Epoch(val) [185][2147] top1_acc: 0.5481, top5_acc: 0.7936, mean_class_accuracy: 0.5480 2021-01-26 19:26:18,427 - mmaction - INFO - Epoch [186][20/2147] lr: 3.562e-02, eta: 2 days, 22:46:44, time: 19.270, data_time: 17.576, memory: 16628, top1_acc: 0.4808, top5_acc: 0.7254, loss_cls: 2.2399, loss: 2.2399, grad_norm: 3.0638 2021-01-26 19:26:49,310 - mmaction - INFO - Epoch [186][40/2147] lr: 3.562e-02, eta: 2 days, 22:46:09, time: 1.548, data_time: 0.013, memory: 16628, top1_acc: 0.4862, top5_acc: 0.7299, loss_cls: 2.2365, loss: 2.2365, grad_norm: 3.0651 2021-01-26 19:27:21,259 - mmaction - INFO - Epoch [186][60/2147] lr: 3.562e-02, eta: 2 days, 22:45:35, time: 1.553, data_time: 0.011, memory: 16628, top1_acc: 0.4759, top5_acc: 0.7290, loss_cls: 2.2606, loss: 2.2606, grad_norm: 2.9733 2021-01-26 19:27:53,793 - mmaction - INFO - Epoch [186][80/2147] lr: 3.562e-02, eta: 2 days, 22:45:01, time: 1.674, data_time: 0.054, memory: 16628, top1_acc: 0.4933, top5_acc: 0.7330, loss_cls: 2.1893, loss: 2.1893, grad_norm: 3.0668 2021-01-26 19:28:25,961 - mmaction - INFO - Epoch [186][100/2147] lr: 3.562e-02, eta: 2 days, 22:44:27, time: 1.607, data_time: 0.003, memory: 16628, top1_acc: 0.4830, top5_acc: 0.7161, loss_cls: 2.2768, loss: 2.2768, grad_norm: 3.1206 2021-01-26 19:28:59,138 - mmaction - INFO - Epoch [186][120/2147] lr: 3.562e-02, eta: 2 days, 22:43:54, time: 1.655, data_time: 0.005, memory: 16628, top1_acc: 0.4906, top5_acc: 0.7406, loss_cls: 2.2291, loss: 2.2291, grad_norm: 2.9983 2021-01-26 19:29:35,375 - mmaction - INFO - Epoch [186][140/2147] lr: 3.562e-02, eta: 2 days, 22:43:22, time: 1.818, data_time: 0.012, memory: 16628, top1_acc: 0.4879, top5_acc: 0.7214, loss_cls: 2.2407, loss: 2.2407, grad_norm: 3.0564 2021-01-26 19:30:08,525 - mmaction - INFO - Epoch [186][160/2147] lr: 3.562e-02, eta: 2 days, 22:42:48, time: 1.654, data_time: 0.005, memory: 16628, top1_acc: 0.4996, top5_acc: 0.7473, loss_cls: 2.2100, loss: 2.2100, grad_norm: 3.0348 2021-01-26 19:30:40,037 - mmaction - INFO - Epoch [186][180/2147] lr: 3.562e-02, eta: 2 days, 22:42:14, time: 1.579, data_time: 0.006, memory: 16628, top1_acc: 0.4906, top5_acc: 0.7281, loss_cls: 2.2037, loss: 2.2037, grad_norm: 3.0662 2021-01-26 19:31:09,449 - mmaction - INFO - Epoch [186][200/2147] lr: 3.562e-02, eta: 2 days, 22:41:39, time: 1.467, data_time: 0.003, memory: 16628, top1_acc: 0.4754, top5_acc: 0.7187, loss_cls: 2.2651, loss: 2.2651, grad_norm: 3.0689 2021-01-26 19:31:48,487 - mmaction - INFO - Epoch [186][220/2147] lr: 3.562e-02, eta: 2 days, 22:41:08, time: 1.956, data_time: 0.012, memory: 16628, top1_acc: 0.4799, top5_acc: 0.7085, loss_cls: 2.2637, loss: 2.2637, grad_norm: 3.0141 2021-01-26 19:32:21,534 - mmaction - INFO - Epoch [186][240/2147] lr: 3.562e-02, eta: 2 days, 22:40:34, time: 1.652, data_time: 0.005, memory: 16628, top1_acc: 0.4826, top5_acc: 0.7312, loss_cls: 2.2496, loss: 2.2496, grad_norm: 3.0888 2021-01-26 19:32:52,808 - mmaction - INFO - Epoch [186][260/2147] lr: 3.562e-02, eta: 2 days, 22:40:00, time: 1.558, data_time: 0.006, memory: 16628, top1_acc: 0.4804, top5_acc: 0.7250, loss_cls: 2.2668, loss: 2.2668, grad_norm: 3.1363 2021-01-26 19:33:21,420 - mmaction - INFO - Epoch [186][280/2147] lr: 3.562e-02, eta: 2 days, 22:39:24, time: 1.435, data_time: 0.009, memory: 16628, top1_acc: 0.4737, top5_acc: 0.7098, loss_cls: 2.3030, loss: 2.3030, grad_norm: 3.1767 2021-01-26 19:33:52,130 - mmaction - INFO - Epoch [186][300/2147] lr: 3.562e-02, eta: 2 days, 22:38:50, time: 1.535, data_time: 0.009, memory: 16628, top1_acc: 0.5036, top5_acc: 0.7326, loss_cls: 2.1831, loss: 2.1831, grad_norm: 3.1340 2021-01-26 19:34:27,156 - mmaction - INFO - Epoch [186][320/2147] lr: 3.562e-02, eta: 2 days, 22:38:17, time: 1.751, data_time: 0.005, memory: 16628, top1_acc: 0.4902, top5_acc: 0.7299, loss_cls: 2.1872, loss: 2.1872, grad_norm: 3.1639 2021-01-26 19:34:56,929 - mmaction - INFO - Epoch [186][340/2147] lr: 3.562e-02, eta: 2 days, 22:37:42, time: 1.492, data_time: 0.013, memory: 16628, top1_acc: 0.4848, top5_acc: 0.7259, loss_cls: 2.2369, loss: 2.2369, grad_norm: 3.1510 2021-01-26 19:35:28,233 - mmaction - INFO - Epoch [186][360/2147] lr: 3.562e-02, eta: 2 days, 22:37:08, time: 1.556, data_time: 0.002, memory: 16628, top1_acc: 0.4795, top5_acc: 0.7250, loss_cls: 2.2355, loss: 2.2355, grad_norm: 3.0842 2021-01-26 19:35:58,560 - mmaction - INFO - Epoch [186][380/2147] lr: 3.562e-02, eta: 2 days, 22:36:33, time: 1.515, data_time: 0.015, memory: 16628, top1_acc: 0.4741, top5_acc: 0.7214, loss_cls: 2.2650, loss: 2.2650, grad_norm: 3.0978 2021-01-26 19:36:27,874 - mmaction - INFO - Epoch [186][400/2147] lr: 3.562e-02, eta: 2 days, 22:35:58, time: 1.474, data_time: 0.016, memory: 16628, top1_acc: 0.4670, top5_acc: 0.7201, loss_cls: 2.2715, loss: 2.2715, grad_norm: 3.1107 2021-01-26 19:36:58,257 - mmaction - INFO - Epoch [186][420/2147] lr: 3.562e-02, eta: 2 days, 22:35:24, time: 1.506, data_time: 0.005, memory: 16628, top1_acc: 0.4839, top5_acc: 0.7344, loss_cls: 2.2008, loss: 2.2008, grad_norm: 2.9730 2021-01-26 19:37:30,040 - mmaction - INFO - Epoch [186][440/2147] lr: 3.562e-02, eta: 2 days, 22:34:50, time: 1.604, data_time: 0.070, memory: 16628, top1_acc: 0.4920, top5_acc: 0.7326, loss_cls: 2.2103, loss: 2.2103, grad_norm: 3.0889 2021-01-26 19:37:58,724 - mmaction - INFO - Epoch [186][460/2147] lr: 3.562e-02, eta: 2 days, 22:34:15, time: 1.434, data_time: 0.005, memory: 16628, top1_acc: 0.4906, top5_acc: 0.7362, loss_cls: 2.1996, loss: 2.1996, grad_norm: 3.1682 2021-01-26 19:38:29,682 - mmaction - INFO - Epoch [186][480/2147] lr: 3.562e-02, eta: 2 days, 22:33:40, time: 1.548, data_time: 0.015, memory: 16628, top1_acc: 0.5009, top5_acc: 0.7304, loss_cls: 2.1626, loss: 2.1626, grad_norm: 3.0281 2021-01-26 19:39:01,281 - mmaction - INFO - Epoch [186][500/2147] lr: 3.562e-02, eta: 2 days, 22:33:06, time: 1.579, data_time: 0.003, memory: 16628, top1_acc: 0.4920, top5_acc: 0.7308, loss_cls: 2.2279, loss: 2.2279, grad_norm: 3.2209 2021-01-26 19:39:29,918 - mmaction - INFO - Epoch [186][520/2147] lr: 3.562e-02, eta: 2 days, 22:32:31, time: 1.432, data_time: 0.001, memory: 16628, top1_acc: 0.4879, top5_acc: 0.7339, loss_cls: 2.2054, loss: 2.2054, grad_norm: 3.1959 2021-01-26 19:40:01,890 - mmaction - INFO - Epoch [186][540/2147] lr: 3.562e-02, eta: 2 days, 22:31:57, time: 1.597, data_time: 0.004, memory: 16628, top1_acc: 0.4991, top5_acc: 0.7415, loss_cls: 2.1728, loss: 2.1728, grad_norm: 3.1535 2021-01-26 19:40:31,850 - mmaction - INFO - Epoch [186][560/2147] lr: 3.562e-02, eta: 2 days, 22:31:22, time: 1.499, data_time: 0.005, memory: 16628, top1_acc: 0.4826, top5_acc: 0.7147, loss_cls: 2.2559, loss: 2.2559, grad_norm: 3.1284 2021-01-26 19:41:12,934 - mmaction - INFO - Epoch [186][580/2147] lr: 3.562e-02, eta: 2 days, 22:30:51, time: 2.051, data_time: 0.006, memory: 16628, top1_acc: 0.4754, top5_acc: 0.7174, loss_cls: 2.2851, loss: 2.2851, grad_norm: 3.1854 2021-01-26 19:41:44,494 - mmaction - INFO - Epoch [186][600/2147] lr: 3.562e-02, eta: 2 days, 22:30:17, time: 1.528, data_time: 0.011, memory: 16628, top1_acc: 0.4973, top5_acc: 0.7263, loss_cls: 2.2289, loss: 2.2289, grad_norm: 3.1026 2021-01-26 19:42:13,200 - mmaction - INFO - Epoch [186][620/2147] lr: 3.562e-02, eta: 2 days, 22:29:42, time: 1.489, data_time: 0.059, memory: 16628, top1_acc: 0.4866, top5_acc: 0.7250, loss_cls: 2.2584, loss: 2.2584, grad_norm: 3.0926 2021-01-26 19:42:42,386 - mmaction - INFO - Epoch [186][640/2147] lr: 3.562e-02, eta: 2 days, 22:29:07, time: 1.458, data_time: 0.005, memory: 16628, top1_acc: 0.4955, top5_acc: 0.7339, loss_cls: 2.1696, loss: 2.1696, grad_norm: 3.1472 2021-01-26 19:43:14,879 - mmaction - INFO - Epoch [186][660/2147] lr: 3.562e-02, eta: 2 days, 22:28:33, time: 1.615, data_time: 0.004, memory: 16628, top1_acc: 0.4826, top5_acc: 0.7272, loss_cls: 2.2654, loss: 2.2654, grad_norm: 3.1519 2021-01-26 19:43:44,605 - mmaction - INFO - Epoch [186][680/2147] lr: 3.562e-02, eta: 2 days, 22:27:58, time: 1.497, data_time: 0.017, memory: 16628, top1_acc: 0.5027, top5_acc: 0.7362, loss_cls: 2.1926, loss: 2.1926, grad_norm: 3.1041 2021-01-26 19:44:14,832 - mmaction - INFO - Epoch [186][700/2147] lr: 3.562e-02, eta: 2 days, 22:27:24, time: 1.509, data_time: 0.004, memory: 16628, top1_acc: 0.4973, top5_acc: 0.7277, loss_cls: 2.2160, loss: 2.2160, grad_norm: 3.1310 2021-01-26 19:44:43,659 - mmaction - INFO - Epoch [186][720/2147] lr: 3.562e-02, eta: 2 days, 22:26:49, time: 1.443, data_time: 0.005, memory: 16628, top1_acc: 0.4937, top5_acc: 0.7330, loss_cls: 2.2108, loss: 2.2108, grad_norm: 3.1460 2021-01-26 19:45:13,883 - mmaction - INFO - Epoch [186][740/2147] lr: 3.562e-02, eta: 2 days, 22:26:14, time: 1.510, data_time: 0.002, memory: 16628, top1_acc: 0.4777, top5_acc: 0.7254, loss_cls: 2.2688, loss: 2.2688, grad_norm: 3.1023 2021-01-26 19:45:42,712 - mmaction - INFO - Epoch [186][760/2147] lr: 3.562e-02, eta: 2 days, 22:25:39, time: 1.443, data_time: 0.009, memory: 16628, top1_acc: 0.4817, top5_acc: 0.7246, loss_cls: 2.2239, loss: 2.2239, grad_norm: 3.1006 2021-01-26 19:46:13,547 - mmaction - INFO - Epoch [186][780/2147] lr: 3.562e-02, eta: 2 days, 22:25:04, time: 1.542, data_time: 0.010, memory: 16628, top1_acc: 0.4920, top5_acc: 0.7496, loss_cls: 2.2045, loss: 2.2045, grad_norm: 3.0240 2021-01-26 19:46:44,786 - mmaction - INFO - Epoch [186][800/2147] lr: 3.562e-02, eta: 2 days, 22:24:30, time: 1.548, data_time: 0.004, memory: 16628, top1_acc: 0.4772, top5_acc: 0.7379, loss_cls: 2.2312, loss: 2.2312, grad_norm: 3.1263 2021-01-26 19:47:13,911 - mmaction - INFO - Epoch [186][820/2147] lr: 3.562e-02, eta: 2 days, 22:23:55, time: 1.469, data_time: 0.018, memory: 16628, top1_acc: 0.4888, top5_acc: 0.7509, loss_cls: 2.1442, loss: 2.1442, grad_norm: 3.1253 2021-01-26 19:47:43,019 - mmaction - INFO - Epoch [186][840/2147] lr: 3.562e-02, eta: 2 days, 22:23:20, time: 1.457, data_time: 0.005, memory: 16628, top1_acc: 0.4853, top5_acc: 0.7210, loss_cls: 2.2590, loss: 2.2590, grad_norm: 3.2061 2021-01-26 19:48:17,630 - mmaction - INFO - Epoch [186][860/2147] lr: 3.562e-02, eta: 2 days, 22:22:47, time: 1.716, data_time: 0.004, memory: 16628, top1_acc: 0.4786, top5_acc: 0.7312, loss_cls: 2.2339, loss: 2.2339, grad_norm: 3.1075 2021-01-26 19:48:48,083 - mmaction - INFO - Epoch [186][880/2147] lr: 3.562e-02, eta: 2 days, 22:22:12, time: 1.537, data_time: 0.017, memory: 16628, top1_acc: 0.4804, top5_acc: 0.7143, loss_cls: 2.3363, loss: 2.3363, grad_norm: 3.0733 2021-01-26 19:49:17,601 - mmaction - INFO - Epoch [186][900/2147] lr: 3.562e-02, eta: 2 days, 22:21:37, time: 1.473, data_time: 0.005, memory: 16628, top1_acc: 0.4938, top5_acc: 0.7268, loss_cls: 2.1999, loss: 2.1999, grad_norm: 3.0573 2021-01-26 19:49:46,390 - mmaction - INFO - Epoch [186][920/2147] lr: 3.562e-02, eta: 2 days, 22:21:02, time: 1.429, data_time: 0.007, memory: 16628, top1_acc: 0.4973, top5_acc: 0.7348, loss_cls: 2.1810, loss: 2.1810, grad_norm: 3.0181 2021-01-26 19:50:16,856 - mmaction - INFO - Epoch [186][940/2147] lr: 3.562e-02, eta: 2 days, 22:20:28, time: 1.538, data_time: 0.017, memory: 16628, top1_acc: 0.4835, top5_acc: 0.7089, loss_cls: 2.2799, loss: 2.2799, grad_norm: 3.0692 2021-01-26 19:50:49,108 - mmaction - INFO - Epoch [186][960/2147] lr: 3.562e-02, eta: 2 days, 22:19:54, time: 1.612, data_time: 0.003, memory: 16628, top1_acc: 0.4879, top5_acc: 0.7183, loss_cls: 2.2604, loss: 2.2604, grad_norm: 3.0616 2021-01-26 19:51:19,707 - mmaction - INFO - Epoch [186][980/2147] lr: 3.562e-02, eta: 2 days, 22:19:19, time: 1.530, data_time: 0.004, memory: 16628, top1_acc: 0.4799, top5_acc: 0.7143, loss_cls: 2.3073, loss: 2.3073, grad_norm: 3.1476 2021-01-26 19:51:58,222 - mmaction - INFO - Epoch [186][1000/2147] lr: 3.562e-02, eta: 2 days, 22:18:48, time: 1.920, data_time: 0.002, memory: 16628, top1_acc: 0.4732, top5_acc: 0.7196, loss_cls: 2.3028, loss: 2.3028, grad_norm: 3.0868 2021-01-26 19:52:26,556 - mmaction - INFO - Epoch [186][1020/2147] lr: 3.562e-02, eta: 2 days, 22:18:12, time: 1.423, data_time: 0.013, memory: 16628, top1_acc: 0.4862, top5_acc: 0.7192, loss_cls: 2.2678, loss: 2.2678, grad_norm: 3.1532 2021-01-26 19:52:54,976 - mmaction - INFO - Epoch [186][1040/2147] lr: 3.562e-02, eta: 2 days, 22:17:37, time: 1.417, data_time: 0.001, memory: 16628, top1_acc: 0.4857, top5_acc: 0.7259, loss_cls: 2.2513, loss: 2.2513, grad_norm: 3.1082 2021-01-26 19:53:23,756 - mmaction - INFO - Epoch [186][1060/2147] lr: 3.562e-02, eta: 2 days, 22:17:02, time: 1.441, data_time: 0.008, memory: 16628, top1_acc: 0.4719, top5_acc: 0.7246, loss_cls: 2.3031, loss: 2.3031, grad_norm: 3.1214 2021-01-26 19:54:04,258 - mmaction - INFO - Epoch [186][1080/2147] lr: 3.562e-02, eta: 2 days, 22:16:31, time: 2.022, data_time: 0.006, memory: 16628, top1_acc: 0.4915, top5_acc: 0.7250, loss_cls: 2.2358, loss: 2.2358, grad_norm: 3.0828 2021-01-26 19:54:36,729 - mmaction - INFO - Epoch [186][1100/2147] lr: 3.562e-02, eta: 2 days, 22:15:57, time: 1.628, data_time: 0.014, memory: 16628, top1_acc: 0.4772, top5_acc: 0.7107, loss_cls: 2.3053, loss: 2.3053, grad_norm: 3.1234 2021-01-26 19:55:08,615 - mmaction - INFO - Epoch [186][1120/2147] lr: 3.562e-02, eta: 2 days, 22:15:23, time: 1.593, data_time: 0.002, memory: 16628, top1_acc: 0.4938, top5_acc: 0.7250, loss_cls: 2.2308, loss: 2.2308, grad_norm: 3.1576 2021-01-26 19:55:39,633 - mmaction - INFO - Epoch [186][1140/2147] lr: 3.562e-02, eta: 2 days, 22:14:49, time: 1.552, data_time: 0.004, memory: 16628, top1_acc: 0.4875, top5_acc: 0.7290, loss_cls: 2.2232, loss: 2.2232, grad_norm: 3.1684 2021-01-26 19:56:08,113 - mmaction - INFO - Epoch [186][1160/2147] lr: 3.562e-02, eta: 2 days, 22:14:14, time: 1.422, data_time: 0.002, memory: 16628, top1_acc: 0.4915, top5_acc: 0.7317, loss_cls: 2.1811, loss: 2.1811, grad_norm: 3.1565 2021-01-26 19:56:39,319 - mmaction - INFO - Epoch [186][1180/2147] lr: 3.562e-02, eta: 2 days, 22:13:39, time: 1.562, data_time: 0.005, memory: 16628, top1_acc: 0.5013, top5_acc: 0.7308, loss_cls: 2.2151, loss: 2.2151, grad_norm: 3.1710 2021-01-26 19:57:11,181 - mmaction - INFO - Epoch [186][1200/2147] lr: 3.562e-02, eta: 2 days, 22:13:05, time: 1.592, data_time: 0.003, memory: 16628, top1_acc: 0.4732, top5_acc: 0.7147, loss_cls: 2.2973, loss: 2.2973, grad_norm: 3.1124 2021-01-26 19:57:43,451 - mmaction - INFO - Epoch [186][1220/2147] lr: 3.562e-02, eta: 2 days, 22:12:32, time: 1.611, data_time: 0.004, memory: 16628, top1_acc: 0.4826, top5_acc: 0.7295, loss_cls: 2.2294, loss: 2.2294, grad_norm: 3.0665 2021-01-26 19:58:12,538 - mmaction - INFO - Epoch [186][1240/2147] lr: 3.562e-02, eta: 2 days, 22:11:56, time: 1.457, data_time: 0.012, memory: 16628, top1_acc: 0.5027, top5_acc: 0.7321, loss_cls: 2.2015, loss: 2.2015, grad_norm: 3.0992 2021-01-26 19:58:41,002 - mmaction - INFO - Epoch [186][1260/2147] lr: 3.562e-02, eta: 2 days, 22:11:21, time: 1.424, data_time: 0.005, memory: 16628, top1_acc: 0.4732, top5_acc: 0.7219, loss_cls: 2.2414, loss: 2.2414, grad_norm: 3.1433 2021-01-26 19:59:09,613 - mmaction - INFO - Epoch [186][1280/2147] lr: 3.562e-02, eta: 2 days, 22:10:46, time: 1.431, data_time: 0.003, memory: 16628, top1_acc: 0.5040, top5_acc: 0.7210, loss_cls: 2.2266, loss: 2.2266, grad_norm: 3.1039 2021-01-26 19:59:38,656 - mmaction - INFO - Epoch [186][1300/2147] lr: 3.562e-02, eta: 2 days, 22:10:11, time: 1.445, data_time: 0.001, memory: 16628, top1_acc: 0.4924, top5_acc: 0.7263, loss_cls: 2.2343, loss: 2.2343, grad_norm: 3.0810 2021-01-26 20:00:16,302 - mmaction - INFO - Epoch [186][1320/2147] lr: 3.562e-02, eta: 2 days, 22:09:39, time: 1.880, data_time: 0.012, memory: 16628, top1_acc: 0.4737, top5_acc: 0.7188, loss_cls: 2.3081, loss: 2.3081, grad_norm: 3.1582 2021-01-26 20:00:45,173 - mmaction - INFO - Epoch [186][1340/2147] lr: 3.562e-02, eta: 2 days, 22:09:04, time: 1.445, data_time: 0.017, memory: 16628, top1_acc: 0.4888, top5_acc: 0.7232, loss_cls: 2.2335, loss: 2.2335, grad_norm: 3.1260 2021-01-26 20:01:14,019 - mmaction - INFO - Epoch [186][1360/2147] lr: 3.562e-02, eta: 2 days, 22:08:29, time: 1.449, data_time: 0.009, memory: 16628, top1_acc: 0.4884, top5_acc: 0.7237, loss_cls: 2.2508, loss: 2.2508, grad_norm: 3.0903 2021-01-26 20:01:42,984 - mmaction - INFO - Epoch [186][1380/2147] lr: 3.562e-02, eta: 2 days, 22:07:54, time: 1.447, data_time: 0.003, memory: 16628, top1_acc: 0.4991, top5_acc: 0.7201, loss_cls: 2.2654, loss: 2.2654, grad_norm: 3.0847 2021-01-26 20:02:19,755 - mmaction - INFO - Epoch [186][1400/2147] lr: 3.562e-02, eta: 2 days, 22:07:21, time: 1.840, data_time: 0.003, memory: 16628, top1_acc: 0.4839, top5_acc: 0.7156, loss_cls: 2.2602, loss: 2.2602, grad_norm: 3.0598 2021-01-26 20:02:48,819 - mmaction - INFO - Epoch [186][1420/2147] lr: 3.562e-02, eta: 2 days, 22:06:46, time: 1.451, data_time: 0.006, memory: 16628, top1_acc: 0.4893, top5_acc: 0.7487, loss_cls: 2.1718, loss: 2.1718, grad_norm: 3.1846 2021-01-26 20:03:27,230 - mmaction - INFO - Epoch [186][1440/2147] lr: 3.562e-02, eta: 2 days, 22:06:15, time: 1.906, data_time: 0.004, memory: 16628, top1_acc: 0.4960, top5_acc: 0.7281, loss_cls: 2.2391, loss: 2.2391, grad_norm: 3.2082 2021-01-26 20:03:56,989 - mmaction - INFO - Epoch [186][1460/2147] lr: 3.562e-02, eta: 2 days, 22:05:40, time: 1.494, data_time: 0.020, memory: 16628, top1_acc: 0.4647, top5_acc: 0.7085, loss_cls: 2.3391, loss: 2.3391, grad_norm: 3.1607 2021-01-26 20:04:30,277 - mmaction - INFO - Epoch [186][1480/2147] lr: 3.562e-02, eta: 2 days, 22:05:06, time: 1.667, data_time: 0.018, memory: 16628, top1_acc: 0.4938, top5_acc: 0.7263, loss_cls: 2.2336, loss: 2.2336, grad_norm: 3.0594 2021-01-26 20:05:02,189 - mmaction - INFO - Epoch [186][1500/2147] lr: 3.562e-02, eta: 2 days, 22:04:32, time: 1.599, data_time: 0.016, memory: 16628, top1_acc: 0.4759, top5_acc: 0.7214, loss_cls: 2.2701, loss: 2.2701, grad_norm: 3.1287 2021-01-26 20:05:31,282 - mmaction - INFO - Epoch [186][1520/2147] lr: 3.562e-02, eta: 2 days, 22:03:57, time: 1.458, data_time: 0.010, memory: 16628, top1_acc: 0.4969, top5_acc: 0.7312, loss_cls: 2.2190, loss: 2.2190, grad_norm: 3.0247 2021-01-26 20:05:59,577 - mmaction - INFO - Epoch [186][1540/2147] lr: 3.562e-02, eta: 2 days, 22:03:22, time: 1.415, data_time: 0.004, memory: 16628, top1_acc: 0.4826, top5_acc: 0.7183, loss_cls: 2.3037, loss: 2.3037, grad_norm: 3.0817 2021-01-26 20:06:28,395 - mmaction - INFO - Epoch [186][1560/2147] lr: 3.562e-02, eta: 2 days, 22:02:47, time: 1.442, data_time: 0.002, memory: 16628, top1_acc: 0.4772, top5_acc: 0.7308, loss_cls: 2.2257, loss: 2.2257, grad_norm: 3.0444 2021-01-26 20:06:57,598 - mmaction - INFO - Epoch [186][1580/2147] lr: 3.562e-02, eta: 2 days, 22:02:12, time: 1.460, data_time: 0.003, memory: 16628, top1_acc: 0.4790, top5_acc: 0.7219, loss_cls: 2.2852, loss: 2.2852, grad_norm: 3.1097 2021-01-26 20:07:29,108 - mmaction - INFO - Epoch [186][1600/2147] lr: 3.562e-02, eta: 2 days, 22:01:38, time: 1.570, data_time: 0.002, memory: 16628, top1_acc: 0.4763, top5_acc: 0.7295, loss_cls: 2.2653, loss: 2.2653, grad_norm: 3.1559 2021-01-26 20:08:00,051 - mmaction - INFO - Epoch [186][1620/2147] lr: 3.562e-02, eta: 2 days, 22:01:03, time: 1.549, data_time: 0.013, memory: 16628, top1_acc: 0.4884, top5_acc: 0.7205, loss_cls: 2.2373, loss: 2.2373, grad_norm: 3.0924 2021-01-26 20:08:32,318 - mmaction - INFO - Epoch [186][1640/2147] lr: 3.562e-02, eta: 2 days, 22:00:29, time: 1.616, data_time: 0.014, memory: 16628, top1_acc: 0.4746, top5_acc: 0.7237, loss_cls: 2.2619, loss: 2.2619, grad_norm: 3.1265 2021-01-26 20:09:04,045 - mmaction - INFO - Epoch [186][1660/2147] lr: 3.562e-02, eta: 2 days, 21:59:55, time: 1.585, data_time: 0.017, memory: 16628, top1_acc: 0.4888, top5_acc: 0.7125, loss_cls: 2.2509, loss: 2.2509, grad_norm: 3.1201 2021-01-26 20:09:32,919 - mmaction - INFO - Epoch [186][1680/2147] lr: 3.562e-02, eta: 2 days, 21:59:20, time: 1.446, data_time: 0.004, memory: 16628, top1_acc: 0.4839, top5_acc: 0.7277, loss_cls: 2.2439, loss: 2.2439, grad_norm: 3.0857 2021-01-26 20:10:03,258 - mmaction - INFO - Epoch [186][1700/2147] lr: 3.562e-02, eta: 2 days, 21:58:46, time: 1.515, data_time: 0.003, memory: 16628, top1_acc: 0.4964, top5_acc: 0.7317, loss_cls: 2.1909, loss: 2.1909, grad_norm: 3.1205 2021-01-26 20:10:34,905 - mmaction - INFO - Epoch [186][1720/2147] lr: 3.562e-02, eta: 2 days, 21:58:11, time: 1.577, data_time: 0.005, memory: 16628, top1_acc: 0.5009, top5_acc: 0.7196, loss_cls: 2.2074, loss: 2.2074, grad_norm: 3.0421 2021-01-26 20:11:07,942 - mmaction - INFO - Epoch [186][1740/2147] lr: 3.562e-02, eta: 2 days, 21:57:38, time: 1.654, data_time: 0.015, memory: 16628, top1_acc: 0.4915, top5_acc: 0.7259, loss_cls: 2.2112, loss: 2.2112, grad_norm: 3.0454 2021-01-26 20:11:49,596 - mmaction - INFO - Epoch [186][1760/2147] lr: 3.562e-02, eta: 2 days, 21:57:07, time: 1.994, data_time: 0.076, memory: 16628, top1_acc: 0.4879, top5_acc: 0.7165, loss_cls: 2.2631, loss: 2.2631, grad_norm: 3.1286 2021-01-26 20:12:23,426 - mmaction - INFO - Epoch [186][1780/2147] lr: 3.562e-02, eta: 2 days, 21:56:34, time: 1.784, data_time: 0.102, memory: 16628, top1_acc: 0.4759, top5_acc: 0.7223, loss_cls: 2.2855, loss: 2.2855, grad_norm: 3.0298 2021-01-26 20:12:56,565 - mmaction - INFO - Epoch [186][1800/2147] lr: 3.562e-02, eta: 2 days, 21:56:00, time: 1.602, data_time: 0.003, memory: 16628, top1_acc: 0.4821, top5_acc: 0.7299, loss_cls: 2.2484, loss: 2.2484, grad_norm: 3.0453 2021-01-26 20:13:28,937 - mmaction - INFO - Epoch [186][1820/2147] lr: 3.562e-02, eta: 2 days, 21:55:27, time: 1.673, data_time: 0.066, memory: 16628, top1_acc: 0.4875, top5_acc: 0.7219, loss_cls: 2.2431, loss: 2.2431, grad_norm: 3.0840 2021-01-26 20:13:59,208 - mmaction - INFO - Epoch [186][1840/2147] lr: 3.562e-02, eta: 2 days, 21:54:52, time: 1.513, data_time: 0.004, memory: 16628, top1_acc: 0.4795, top5_acc: 0.7179, loss_cls: 2.2836, loss: 2.2836, grad_norm: 3.1440 2021-01-26 20:14:30,687 - mmaction - INFO - Epoch [186][1860/2147] lr: 3.562e-02, eta: 2 days, 21:54:18, time: 1.571, data_time: 0.009, memory: 16628, top1_acc: 0.4777, top5_acc: 0.7326, loss_cls: 2.2556, loss: 2.2556, grad_norm: 3.1903 2021-01-26 20:15:02,091 - mmaction - INFO - Epoch [186][1880/2147] lr: 3.562e-02, eta: 2 days, 21:53:44, time: 1.574, data_time: 0.008, memory: 16628, top1_acc: 0.4960, top5_acc: 0.7170, loss_cls: 2.2384, loss: 2.2384, grad_norm: 3.1077 2021-01-26 20:15:37,771 - mmaction - INFO - Epoch [186][1900/2147] lr: 3.562e-02, eta: 2 days, 21:53:11, time: 1.781, data_time: 0.005, memory: 16628, top1_acc: 0.4866, top5_acc: 0.7219, loss_cls: 2.2582, loss: 2.2582, grad_norm: 3.1023 2021-01-26 20:16:13,825 - mmaction - INFO - Epoch [186][1920/2147] lr: 3.562e-02, eta: 2 days, 21:52:39, time: 1.801, data_time: 0.010, memory: 16628, top1_acc: 0.4862, top5_acc: 0.7295, loss_cls: 2.2415, loss: 2.2415, grad_norm: 3.0720 2021-01-26 20:16:53,941 - mmaction - INFO - Epoch [186][1940/2147] lr: 3.562e-02, eta: 2 days, 21:52:08, time: 1.988, data_time: 0.010, memory: 16628, top1_acc: 0.4835, top5_acc: 0.7170, loss_cls: 2.2835, loss: 2.2835, grad_norm: 3.1204 2021-01-26 20:17:26,280 - mmaction - INFO - Epoch [186][1960/2147] lr: 3.562e-02, eta: 2 days, 21:51:34, time: 1.632, data_time: 0.027, memory: 16628, top1_acc: 0.4571, top5_acc: 0.7094, loss_cls: 2.3728, loss: 2.3728, grad_norm: 3.1362 2021-01-26 20:17:55,974 - mmaction - INFO - Epoch [186][1980/2147] lr: 3.562e-02, eta: 2 days, 21:50:59, time: 1.490, data_time: 0.018, memory: 16628, top1_acc: 0.4826, top5_acc: 0.7277, loss_cls: 2.2269, loss: 2.2269, grad_norm: 3.0111 2021-01-26 20:18:28,559 - mmaction - INFO - Epoch [186][2000/2147] lr: 3.562e-02, eta: 2 days, 21:50:26, time: 1.627, data_time: 0.110, memory: 16628, top1_acc: 0.4808, top5_acc: 0.7326, loss_cls: 2.2401, loss: 2.2401, grad_norm: 3.0637 2021-01-26 20:19:00,630 - mmaction - INFO - Epoch [186][2020/2147] lr: 3.562e-02, eta: 2 days, 21:49:52, time: 1.605, data_time: 0.007, memory: 16628, top1_acc: 0.4884, top5_acc: 0.7254, loss_cls: 2.2478, loss: 2.2478, grad_norm: 3.0743 2021-01-26 20:19:34,332 - mmaction - INFO - Epoch [186][2040/2147] lr: 3.562e-02, eta: 2 days, 21:49:18, time: 1.683, data_time: 0.006, memory: 16628, top1_acc: 0.4741, top5_acc: 0.7071, loss_cls: 2.3269, loss: 2.3269, grad_norm: 3.1587 2021-01-26 20:20:08,779 - mmaction - INFO - Epoch [186][2060/2147] lr: 3.562e-02, eta: 2 days, 21:48:45, time: 1.712, data_time: 0.019, memory: 16628, top1_acc: 0.4866, top5_acc: 0.7308, loss_cls: 2.2109, loss: 2.2109, grad_norm: 3.0675 2021-01-26 20:20:38,080 - mmaction - INFO - Epoch [186][2080/2147] lr: 3.562e-02, eta: 2 days, 21:48:10, time: 1.478, data_time: 0.018, memory: 16628, top1_acc: 0.4893, top5_acc: 0.7304, loss_cls: 2.2496, loss: 2.2496, grad_norm: 3.1103 2021-01-26 20:21:10,847 - mmaction - INFO - Epoch [186][2100/2147] lr: 3.562e-02, eta: 2 days, 21:47:37, time: 1.634, data_time: 0.006, memory: 16628, top1_acc: 0.5027, top5_acc: 0.7299, loss_cls: 2.1782, loss: 2.1782, grad_norm: 3.0260 2021-01-26 20:21:57,747 - mmaction - INFO - Epoch [186][2120/2147] lr: 3.562e-02, eta: 2 days, 21:47:08, time: 2.341, data_time: 0.017, memory: 16628, top1_acc: 0.4643, top5_acc: 0.7179, loss_cls: 2.3244, loss: 2.3244, grad_norm: 3.1464 2021-01-26 20:22:26,864 - mmaction - INFO - Epoch [186][2140/2147] lr: 3.562e-02, eta: 2 days, 21:46:33, time: 1.465, data_time: 0.017, memory: 16628, top1_acc: 0.4879, top5_acc: 0.7076, loss_cls: 2.2997, loss: 2.2997, grad_norm: 3.1188 2021-01-26 20:29:34,470 - mmaction - INFO - Epoch [187][20/2147] lr: 3.468e-02, eta: 2 days, 21:48:00, time: 19.784, data_time: 17.864, memory: 16628, top1_acc: 0.4812, top5_acc: 0.7232, loss_cls: 2.2419, loss: 2.2419, grad_norm: 3.0905 2021-01-26 20:30:06,592 - mmaction - INFO - Epoch [187][40/2147] lr: 3.468e-02, eta: 2 days, 21:47:26, time: 1.611, data_time: 0.017, memory: 16628, top1_acc: 0.5004, top5_acc: 0.7455, loss_cls: 2.1600, loss: 2.1600, grad_norm: 3.0946 2021-01-26 20:30:38,052 - mmaction - INFO - Epoch [187][60/2147] lr: 3.468e-02, eta: 2 days, 21:46:52, time: 1.571, data_time: 0.011, memory: 16628, top1_acc: 0.4589, top5_acc: 0.7179, loss_cls: 2.3434, loss: 2.3434, grad_norm: 3.2611 2021-01-26 20:31:08,891 - mmaction - INFO - Epoch [187][80/2147] lr: 3.468e-02, eta: 2 days, 21:46:18, time: 1.540, data_time: 0.017, memory: 16628, top1_acc: 0.4871, top5_acc: 0.7152, loss_cls: 2.2523, loss: 2.2523, grad_norm: 3.1340 2021-01-26 20:31:52,420 - mmaction - INFO - Epoch [187][100/2147] lr: 3.468e-02, eta: 2 days, 21:45:48, time: 2.177, data_time: 0.009, memory: 16628, top1_acc: 0.4960, top5_acc: 0.7299, loss_cls: 2.1990, loss: 2.1990, grad_norm: 3.0508 2021-01-26 20:32:24,567 - mmaction - INFO - Epoch [187][120/2147] lr: 3.468e-02, eta: 2 days, 21:45:14, time: 1.605, data_time: 0.009, memory: 16628, top1_acc: 0.5125, top5_acc: 0.7411, loss_cls: 2.1114, loss: 2.1114, grad_norm: 2.9836 2021-01-26 20:32:59,159 - mmaction - INFO - Epoch [187][140/2147] lr: 3.468e-02, eta: 2 days, 21:44:41, time: 1.732, data_time: 0.013, memory: 16628, top1_acc: 0.4933, top5_acc: 0.7263, loss_cls: 2.2325, loss: 2.2325, grad_norm: 3.0826 2021-01-26 20:33:28,621 - mmaction - INFO - Epoch [187][160/2147] lr: 3.468e-02, eta: 2 days, 21:44:06, time: 1.478, data_time: 0.010, memory: 16628, top1_acc: 0.5112, top5_acc: 0.7518, loss_cls: 2.0866, loss: 2.0866, grad_norm: 2.9902 2021-01-26 20:33:59,980 - mmaction - INFO - Epoch [187][180/2147] lr: 3.468e-02, eta: 2 days, 21:43:32, time: 1.566, data_time: 0.002, memory: 16628, top1_acc: 0.5009, top5_acc: 0.7353, loss_cls: 2.1880, loss: 2.1880, grad_norm: 3.1213 2021-01-26 20:34:31,469 - mmaction - INFO - Epoch [187][200/2147] lr: 3.468e-02, eta: 2 days, 21:42:58, time: 1.574, data_time: 0.005, memory: 16628, top1_acc: 0.5004, top5_acc: 0.7326, loss_cls: 2.1682, loss: 2.1682, grad_norm: 3.1624 2021-01-26 20:35:04,590 - mmaction - INFO - Epoch [187][220/2147] lr: 3.468e-02, eta: 2 days, 21:42:24, time: 1.656, data_time: 0.041, memory: 16628, top1_acc: 0.4955, top5_acc: 0.7237, loss_cls: 2.2094, loss: 2.2094, grad_norm: 3.0797 2021-01-26 20:35:34,183 - mmaction - INFO - Epoch [187][240/2147] lr: 3.468e-02, eta: 2 days, 21:41:49, time: 1.482, data_time: 0.012, memory: 16628, top1_acc: 0.4804, top5_acc: 0.7254, loss_cls: 2.2299, loss: 2.2299, grad_norm: 3.1270 2021-01-26 20:36:05,211 - mmaction - INFO - Epoch [187][260/2147] lr: 3.468e-02, eta: 2 days, 21:41:15, time: 1.551, data_time: 0.002, memory: 16628, top1_acc: 0.4719, top5_acc: 0.7187, loss_cls: 2.2714, loss: 2.2714, grad_norm: 3.1369 2021-01-26 20:36:33,678 - mmaction - INFO - Epoch [187][280/2147] lr: 3.468e-02, eta: 2 days, 21:40:40, time: 1.423, data_time: 0.004, memory: 16628, top1_acc: 0.4951, top5_acc: 0.7250, loss_cls: 2.1924, loss: 2.1924, grad_norm: 3.0812 2021-01-26 20:37:05,594 - mmaction - INFO - Epoch [187][300/2147] lr: 3.468e-02, eta: 2 days, 21:40:06, time: 1.595, data_time: 0.011, memory: 16628, top1_acc: 0.5076, top5_acc: 0.7500, loss_cls: 2.1647, loss: 2.1647, grad_norm: 3.1795 2021-01-26 20:37:38,850 - mmaction - INFO - Epoch [187][320/2147] lr: 3.468e-02, eta: 2 days, 21:39:32, time: 1.664, data_time: 0.008, memory: 16628, top1_acc: 0.4920, top5_acc: 0.7201, loss_cls: 2.2426, loss: 2.2426, grad_norm: 3.1038 2021-01-26 20:38:16,649 - mmaction - INFO - Epoch [187][340/2147] lr: 3.468e-02, eta: 2 days, 21:39:00, time: 1.847, data_time: 0.004, memory: 16628, top1_acc: 0.4924, top5_acc: 0.7272, loss_cls: 2.2181, loss: 2.2181, grad_norm: 3.1274 2021-01-26 20:38:49,618 - mmaction - INFO - Epoch [187][360/2147] lr: 3.468e-02, eta: 2 days, 21:38:27, time: 1.686, data_time: 0.047, memory: 16628, top1_acc: 0.4897, top5_acc: 0.7317, loss_cls: 2.2182, loss: 2.2182, grad_norm: 3.0712 2021-01-26 20:39:20,691 - mmaction - INFO - Epoch [187][380/2147] lr: 3.468e-02, eta: 2 days, 21:37:52, time: 1.560, data_time: 0.008, memory: 16628, top1_acc: 0.4996, top5_acc: 0.7415, loss_cls: 2.1774, loss: 2.1774, grad_norm: 3.0791 2021-01-26 20:39:49,586 - mmaction - INFO - Epoch [187][400/2147] lr: 3.468e-02, eta: 2 days, 21:37:17, time: 1.444, data_time: 0.005, memory: 16628, top1_acc: 0.4951, top5_acc: 0.7335, loss_cls: 2.1962, loss: 2.1962, grad_norm: 3.1807 2021-01-26 20:40:22,222 - mmaction - INFO - Epoch [187][420/2147] lr: 3.468e-02, eta: 2 days, 21:36:43, time: 1.630, data_time: 0.007, memory: 16628, top1_acc: 0.4996, top5_acc: 0.7263, loss_cls: 2.1778, loss: 2.1778, grad_norm: 3.0874 2021-01-26 20:40:53,508 - mmaction - INFO - Epoch [187][440/2147] lr: 3.468e-02, eta: 2 days, 21:36:09, time: 1.567, data_time: 0.012, memory: 16628, top1_acc: 0.4790, top5_acc: 0.7147, loss_cls: 2.2531, loss: 2.2531, grad_norm: 3.1305 2021-01-26 20:41:24,694 - mmaction - INFO - Epoch [187][460/2147] lr: 3.468e-02, eta: 2 days, 21:35:35, time: 1.557, data_time: 0.002, memory: 16628, top1_acc: 0.4973, top5_acc: 0.7379, loss_cls: 2.2061, loss: 2.2061, grad_norm: 3.1290 2021-01-26 20:42:05,036 - mmaction - INFO - Epoch [187][480/2147] lr: 3.468e-02, eta: 2 days, 21:35:04, time: 2.016, data_time: 0.008, memory: 16628, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.2134, loss: 2.2134, grad_norm: 3.1536 2021-01-26 20:42:35,719 - mmaction - INFO - Epoch [187][500/2147] lr: 3.468e-02, eta: 2 days, 21:34:29, time: 1.533, data_time: 0.006, memory: 16628, top1_acc: 0.4973, top5_acc: 0.7353, loss_cls: 2.2037, loss: 2.2037, grad_norm: 3.0779 2021-01-26 20:43:10,824 - mmaction - INFO - Epoch [187][520/2147] lr: 3.468e-02, eta: 2 days, 21:33:57, time: 1.757, data_time: 0.008, memory: 16628, top1_acc: 0.4996, top5_acc: 0.7263, loss_cls: 2.1960, loss: 2.1960, grad_norm: 3.0544 2021-01-26 20:43:42,151 - mmaction - INFO - Epoch [187][540/2147] lr: 3.468e-02, eta: 2 days, 21:33:22, time: 1.570, data_time: 0.014, memory: 16628, top1_acc: 0.4750, top5_acc: 0.7237, loss_cls: 2.2546, loss: 2.2546, grad_norm: 3.0750 2021-01-26 20:44:13,270 - mmaction - INFO - Epoch [187][560/2147] lr: 3.468e-02, eta: 2 days, 21:32:48, time: 1.556, data_time: 0.003, memory: 16628, top1_acc: 0.4929, top5_acc: 0.7201, loss_cls: 2.2755, loss: 2.2755, grad_norm: 3.0918 2021-01-26 20:44:41,702 - mmaction - INFO - Epoch [187][580/2147] lr: 3.468e-02, eta: 2 days, 21:32:13, time: 1.419, data_time: 0.002, memory: 16628, top1_acc: 0.4830, top5_acc: 0.7232, loss_cls: 2.2414, loss: 2.2414, grad_norm: 3.0859 2021-01-26 20:45:13,648 - mmaction - INFO - Epoch [187][600/2147] lr: 3.468e-02, eta: 2 days, 21:31:39, time: 1.599, data_time: 0.005, memory: 16628, top1_acc: 0.4951, top5_acc: 0.7357, loss_cls: 2.1937, loss: 2.1937, grad_norm: 3.1363 2021-01-26 20:45:45,302 - mmaction - INFO - Epoch [187][620/2147] lr: 3.468e-02, eta: 2 days, 21:31:05, time: 1.581, data_time: 0.008, memory: 16628, top1_acc: 0.4781, top5_acc: 0.7192, loss_cls: 2.2801, loss: 2.2801, grad_norm: 3.1651 2021-01-26 20:46:14,081 - mmaction - INFO - Epoch [187][640/2147] lr: 3.468e-02, eta: 2 days, 21:30:30, time: 1.442, data_time: 0.017, memory: 16628, top1_acc: 0.4924, top5_acc: 0.7295, loss_cls: 2.2141, loss: 2.2141, grad_norm: 3.1144 2021-01-26 20:46:45,716 - mmaction - INFO - Epoch [187][660/2147] lr: 3.468e-02, eta: 2 days, 21:29:55, time: 1.556, data_time: 0.005, memory: 16628, top1_acc: 0.5058, top5_acc: 0.7362, loss_cls: 2.1982, loss: 2.1982, grad_norm: 3.1679 2021-01-26 20:47:18,934 - mmaction - INFO - Epoch [187][680/2147] lr: 3.468e-02, eta: 2 days, 21:29:22, time: 1.684, data_time: 0.028, memory: 16628, top1_acc: 0.4866, top5_acc: 0.7161, loss_cls: 2.2721, loss: 2.2721, grad_norm: 3.0962 2021-01-26 20:47:47,874 - mmaction - INFO - Epoch [187][700/2147] lr: 3.468e-02, eta: 2 days, 21:28:47, time: 1.449, data_time: 0.012, memory: 16628, top1_acc: 0.4973, top5_acc: 0.7348, loss_cls: 2.1935, loss: 2.1935, grad_norm: 3.0829 2021-01-26 20:48:17,770 - mmaction - INFO - Epoch [187][720/2147] lr: 3.468e-02, eta: 2 days, 21:28:12, time: 1.494, data_time: 0.008, memory: 16628, top1_acc: 0.4969, top5_acc: 0.7228, loss_cls: 2.2025, loss: 2.2025, grad_norm: 3.1082 2021-01-26 20:48:52,273 - mmaction - INFO - Epoch [187][740/2147] lr: 3.468e-02, eta: 2 days, 21:27:39, time: 1.720, data_time: 0.011, memory: 16628, top1_acc: 0.4795, top5_acc: 0.7263, loss_cls: 2.2671, loss: 2.2671, grad_norm: 3.2178 2021-01-26 20:49:22,100 - mmaction - INFO - Epoch [187][760/2147] lr: 3.468e-02, eta: 2 days, 21:27:04, time: 1.495, data_time: 0.012, memory: 16628, top1_acc: 0.4741, top5_acc: 0.7152, loss_cls: 2.2909, loss: 2.2909, grad_norm: 3.2233 2021-01-26 20:49:50,635 - mmaction - INFO - Epoch [187][780/2147] lr: 3.468e-02, eta: 2 days, 21:26:29, time: 1.431, data_time: 0.009, memory: 16628, top1_acc: 0.4875, top5_acc: 0.7254, loss_cls: 2.2132, loss: 2.2132, grad_norm: 3.1995 2021-01-26 20:50:21,425 - mmaction - INFO - Epoch [187][800/2147] lr: 3.468e-02, eta: 2 days, 21:25:54, time: 1.540, data_time: 0.003, memory: 16628, top1_acc: 0.5036, top5_acc: 0.7228, loss_cls: 2.2297, loss: 2.2297, grad_norm: 3.2431 2021-01-26 20:50:53,960 - mmaction - INFO - Epoch [187][820/2147] lr: 3.468e-02, eta: 2 days, 21:25:21, time: 1.611, data_time: 0.002, memory: 16628, top1_acc: 0.4804, top5_acc: 0.7094, loss_cls: 2.2779, loss: 2.2779, grad_norm: 3.0829 2021-01-26 20:51:23,852 - mmaction - INFO - Epoch [187][840/2147] lr: 3.468e-02, eta: 2 days, 21:24:46, time: 1.500, data_time: 0.022, memory: 16628, top1_acc: 0.4692, top5_acc: 0.7241, loss_cls: 2.2791, loss: 2.2791, grad_norm: 3.1630 2021-01-26 20:51:58,039 - mmaction - INFO - Epoch [187][860/2147] lr: 3.468e-02, eta: 2 days, 21:24:13, time: 1.714, data_time: 0.022, memory: 16628, top1_acc: 0.4795, top5_acc: 0.7232, loss_cls: 2.2738, loss: 2.2738, grad_norm: 3.1595 2021-01-26 20:52:31,867 - mmaction - INFO - Epoch [187][880/2147] lr: 3.468e-02, eta: 2 days, 21:23:39, time: 1.696, data_time: 0.014, memory: 16628, top1_acc: 0.4933, top5_acc: 0.7241, loss_cls: 2.2218, loss: 2.2218, grad_norm: 3.1369 2021-01-26 20:53:03,851 - mmaction - INFO - Epoch [187][900/2147] lr: 3.468e-02, eta: 2 days, 21:23:05, time: 1.598, data_time: 0.002, memory: 16628, top1_acc: 0.5036, top5_acc: 0.7326, loss_cls: 2.1662, loss: 2.1662, grad_norm: 3.1304 2021-01-26 20:53:36,908 - mmaction - INFO - Epoch [187][920/2147] lr: 3.468e-02, eta: 2 days, 21:22:32, time: 1.655, data_time: 0.003, memory: 16628, top1_acc: 0.4857, top5_acc: 0.7254, loss_cls: 2.2593, loss: 2.2593, grad_norm: 3.1737 2021-01-26 20:54:06,142 - mmaction - INFO - Epoch [187][940/2147] lr: 3.468e-02, eta: 2 days, 21:21:57, time: 1.462, data_time: 0.001, memory: 16628, top1_acc: 0.4719, top5_acc: 0.7348, loss_cls: 2.2491, loss: 2.2491, grad_norm: 3.0903 2021-01-26 20:54:35,189 - mmaction - INFO - Epoch [187][960/2147] lr: 3.468e-02, eta: 2 days, 21:21:22, time: 1.452, data_time: 0.002, memory: 16628, top1_acc: 0.5004, top5_acc: 0.7397, loss_cls: 2.1570, loss: 2.1570, grad_norm: 3.0708 2021-01-26 20:55:04,181 - mmaction - INFO - Epoch [187][980/2147] lr: 3.468e-02, eta: 2 days, 21:20:47, time: 1.449, data_time: 0.001, memory: 16628, top1_acc: 0.4915, top5_acc: 0.7308, loss_cls: 2.2094, loss: 2.2094, grad_norm: 3.0688 2021-01-26 20:55:32,644 - mmaction - INFO - Epoch [187][1000/2147] lr: 3.468e-02, eta: 2 days, 21:20:11, time: 1.424, data_time: 0.003, memory: 16628, top1_acc: 0.4929, top5_acc: 0.7402, loss_cls: 2.1892, loss: 2.1892, grad_norm: 3.1199 2021-01-26 20:56:02,931 - mmaction - INFO - Epoch [187][1020/2147] lr: 3.468e-02, eta: 2 days, 21:19:37, time: 1.511, data_time: 0.009, memory: 16628, top1_acc: 0.4737, top5_acc: 0.7460, loss_cls: 2.2039, loss: 2.2039, grad_norm: 3.1309 2021-01-26 20:56:33,596 - mmaction - INFO - Epoch [187][1040/2147] lr: 3.468e-02, eta: 2 days, 21:19:02, time: 1.535, data_time: 0.006, memory: 16628, top1_acc: 0.4866, top5_acc: 0.7272, loss_cls: 2.2434, loss: 2.2434, grad_norm: 3.2135 2021-01-26 20:57:06,405 - mmaction - INFO - Epoch [187][1060/2147] lr: 3.468e-02, eta: 2 days, 21:18:29, time: 1.639, data_time: 0.047, memory: 16628, top1_acc: 0.4728, top5_acc: 0.7045, loss_cls: 2.2881, loss: 2.2881, grad_norm: 3.1413 2021-01-26 20:57:39,208 - mmaction - INFO - Epoch [187][1080/2147] lr: 3.468e-02, eta: 2 days, 21:17:55, time: 1.638, data_time: 0.008, memory: 16628, top1_acc: 0.4906, top5_acc: 0.7147, loss_cls: 2.2644, loss: 2.2644, grad_norm: 3.1355 2021-01-26 20:58:08,124 - mmaction - INFO - Epoch [187][1100/2147] lr: 3.468e-02, eta: 2 days, 21:17:20, time: 1.451, data_time: 0.011, memory: 16628, top1_acc: 0.4844, top5_acc: 0.7388, loss_cls: 2.2522, loss: 2.2522, grad_norm: 3.1154 2021-01-26 20:58:38,501 - mmaction - INFO - Epoch [187][1120/2147] lr: 3.468e-02, eta: 2 days, 21:16:45, time: 1.511, data_time: 0.003, memory: 16628, top1_acc: 0.4897, top5_acc: 0.7362, loss_cls: 2.2003, loss: 2.2003, grad_norm: 3.1792 2021-01-26 20:59:10,092 - mmaction - INFO - Epoch [187][1140/2147] lr: 3.468e-02, eta: 2 days, 21:16:11, time: 1.586, data_time: 0.022, memory: 16628, top1_acc: 0.4888, top5_acc: 0.7402, loss_cls: 2.2296, loss: 2.2296, grad_norm: 3.2432 2021-01-26 20:59:42,101 - mmaction - INFO - Epoch [187][1160/2147] lr: 3.468e-02, eta: 2 days, 21:15:37, time: 1.601, data_time: 0.010, memory: 16628, top1_acc: 0.4857, top5_acc: 0.7183, loss_cls: 2.2615, loss: 2.2615, grad_norm: 3.1303 2021-01-26 21:00:13,111 - mmaction - INFO - Epoch [187][1180/2147] lr: 3.468e-02, eta: 2 days, 21:15:03, time: 1.549, data_time: 0.005, memory: 16628, top1_acc: 0.4906, top5_acc: 0.7254, loss_cls: 2.2335, loss: 2.2335, grad_norm: 3.1081 2021-01-26 21:00:48,946 - mmaction - INFO - Epoch [187][1200/2147] lr: 3.468e-02, eta: 2 days, 21:14:30, time: 1.789, data_time: 0.012, memory: 16628, top1_acc: 0.4862, top5_acc: 0.7214, loss_cls: 2.2756, loss: 2.2756, grad_norm: 3.1309 2021-01-26 21:01:21,578 - mmaction - INFO - Epoch [187][1220/2147] lr: 3.468e-02, eta: 2 days, 21:13:56, time: 1.632, data_time: 0.008, memory: 16628, top1_acc: 0.4906, top5_acc: 0.7125, loss_cls: 2.2996, loss: 2.2996, grad_norm: 3.0771 2021-01-26 21:01:59,603 - mmaction - INFO - Epoch [187][1240/2147] lr: 3.468e-02, eta: 2 days, 21:13:25, time: 1.906, data_time: 0.006, memory: 16628, top1_acc: 0.5027, top5_acc: 0.7366, loss_cls: 2.1587, loss: 2.1587, grad_norm: 2.9964 2021-01-26 21:02:33,550 - mmaction - INFO - Epoch [187][1260/2147] lr: 3.468e-02, eta: 2 days, 21:12:52, time: 1.696, data_time: 0.002, memory: 16628, top1_acc: 0.4884, top5_acc: 0.7179, loss_cls: 2.2581, loss: 2.2581, grad_norm: 3.1984 2021-01-26 21:03:03,768 - mmaction - INFO - Epoch [187][1280/2147] lr: 3.468e-02, eta: 2 days, 21:12:17, time: 1.509, data_time: 0.009, memory: 16628, top1_acc: 0.4844, top5_acc: 0.7290, loss_cls: 2.2321, loss: 2.2321, grad_norm: 3.1753 2021-01-26 21:03:33,622 - mmaction - INFO - Epoch [187][1300/2147] lr: 3.468e-02, eta: 2 days, 21:11:42, time: 1.493, data_time: 0.005, memory: 16628, top1_acc: 0.4915, top5_acc: 0.7344, loss_cls: 2.2133, loss: 2.2133, grad_norm: 3.1372 2021-01-26 21:04:03,345 - mmaction - INFO - Epoch [187][1320/2147] lr: 3.468e-02, eta: 2 days, 21:11:07, time: 1.488, data_time: 0.013, memory: 16628, top1_acc: 0.4893, top5_acc: 0.7299, loss_cls: 2.2502, loss: 2.2502, grad_norm: 3.2548 2021-01-26 21:04:34,483 - mmaction - INFO - Epoch [187][1340/2147] lr: 3.468e-02, eta: 2 days, 21:10:33, time: 1.556, data_time: 0.005, memory: 16628, top1_acc: 0.4964, top5_acc: 0.7321, loss_cls: 2.1982, loss: 2.1982, grad_norm: 3.1549 2021-01-26 21:05:03,862 - mmaction - INFO - Epoch [187][1360/2147] lr: 3.468e-02, eta: 2 days, 21:09:58, time: 1.470, data_time: 0.011, memory: 16628, top1_acc: 0.4893, top5_acc: 0.7344, loss_cls: 2.2037, loss: 2.2037, grad_norm: 3.0429 2021-01-26 21:05:36,784 - mmaction - INFO - Epoch [187][1380/2147] lr: 3.468e-02, eta: 2 days, 21:09:24, time: 1.640, data_time: 0.007, memory: 16628, top1_acc: 0.5094, top5_acc: 0.7451, loss_cls: 2.1556, loss: 2.1556, grad_norm: 3.1628 2021-01-26 21:06:07,909 - mmaction - INFO - Epoch [187][1400/2147] lr: 3.468e-02, eta: 2 days, 21:08:50, time: 1.559, data_time: 0.013, memory: 16628, top1_acc: 0.4839, top5_acc: 0.7308, loss_cls: 2.2392, loss: 2.2392, grad_norm: 3.2217 2021-01-26 21:06:42,441 - mmaction - INFO - Epoch [187][1420/2147] lr: 3.468e-02, eta: 2 days, 21:08:16, time: 1.530, data_time: 0.010, memory: 16628, top1_acc: 0.5022, top5_acc: 0.7402, loss_cls: 2.1529, loss: 2.1529, grad_norm: 3.1701 2021-01-26 21:07:14,220 - mmaction - INFO - Epoch [187][1440/2147] lr: 3.468e-02, eta: 2 days, 21:07:43, time: 1.785, data_time: 0.206, memory: 16628, top1_acc: 0.4978, top5_acc: 0.7259, loss_cls: 2.2050, loss: 2.2050, grad_norm: 3.1210 2021-01-26 21:07:44,117 - mmaction - INFO - Epoch [187][1460/2147] lr: 3.468e-02, eta: 2 days, 21:07:08, time: 1.495, data_time: 0.006, memory: 16628, top1_acc: 0.4964, top5_acc: 0.7317, loss_cls: 2.2068, loss: 2.2068, grad_norm: 3.0607 2021-01-26 21:08:14,496 - mmaction - INFO - Epoch [187][1480/2147] lr: 3.468e-02, eta: 2 days, 21:06:34, time: 1.523, data_time: 0.006, memory: 16628, top1_acc: 0.4924, top5_acc: 0.7326, loss_cls: 2.2431, loss: 2.2431, grad_norm: 3.0745 2021-01-26 21:08:46,165 - mmaction - INFO - Epoch [187][1500/2147] lr: 3.468e-02, eta: 2 days, 21:06:00, time: 1.584, data_time: 0.006, memory: 16628, top1_acc: 0.5094, top5_acc: 0.7366, loss_cls: 2.1804, loss: 2.1804, grad_norm: 3.0088 2021-01-26 21:09:18,677 - mmaction - INFO - Epoch [187][1520/2147] lr: 3.468e-02, eta: 2 days, 21:05:26, time: 1.626, data_time: 0.005, memory: 16628, top1_acc: 0.4853, top5_acc: 0.7446, loss_cls: 2.2078, loss: 2.2078, grad_norm: 3.1192 2021-01-26 21:09:49,346 - mmaction - INFO - Epoch [187][1540/2147] lr: 3.468e-02, eta: 2 days, 21:04:51, time: 1.534, data_time: 0.003, memory: 16628, top1_acc: 0.4929, top5_acc: 0.7312, loss_cls: 2.1866, loss: 2.1866, grad_norm: 3.2374 2021-01-26 21:10:20,376 - mmaction - INFO - Epoch [187][1560/2147] lr: 3.468e-02, eta: 2 days, 21:04:17, time: 1.542, data_time: 0.004, memory: 16628, top1_acc: 0.5089, top5_acc: 0.7339, loss_cls: 2.1762, loss: 2.1762, grad_norm: 3.1119 2021-01-26 21:10:49,094 - mmaction - INFO - Epoch [187][1580/2147] lr: 3.468e-02, eta: 2 days, 21:03:42, time: 1.446, data_time: 0.018, memory: 16628, top1_acc: 0.4746, top5_acc: 0.7223, loss_cls: 2.2816, loss: 2.2816, grad_norm: 3.2019 2021-01-26 21:11:20,950 - mmaction - INFO - Epoch [187][1600/2147] lr: 3.468e-02, eta: 2 days, 21:03:08, time: 1.579, data_time: 0.005, memory: 16628, top1_acc: 0.5027, top5_acc: 0.7277, loss_cls: 2.1907, loss: 2.1907, grad_norm: 3.1775 2021-01-26 21:12:09,463 - mmaction - INFO - Epoch [187][1620/2147] lr: 3.468e-02, eta: 2 days, 21:02:40, time: 2.434, data_time: 0.018, memory: 16628, top1_acc: 0.4817, top5_acc: 0.7228, loss_cls: 2.2747, loss: 2.2747, grad_norm: 3.1464 2021-01-26 21:12:40,322 - mmaction - INFO - Epoch [187][1640/2147] lr: 3.468e-02, eta: 2 days, 21:02:06, time: 1.545, data_time: 0.011, memory: 16628, top1_acc: 0.4942, top5_acc: 0.7353, loss_cls: 2.1764, loss: 2.1764, grad_norm: 3.1231 2021-01-26 21:13:12,056 - mmaction - INFO - Epoch [187][1660/2147] lr: 3.468e-02, eta: 2 days, 21:01:31, time: 1.586, data_time: 0.005, memory: 16628, top1_acc: 0.4768, top5_acc: 0.7125, loss_cls: 2.3359, loss: 2.3359, grad_norm: 3.2160 2021-01-26 21:13:42,020 - mmaction - INFO - Epoch [187][1680/2147] lr: 3.468e-02, eta: 2 days, 21:00:57, time: 1.495, data_time: 0.009, memory: 16628, top1_acc: 0.5027, top5_acc: 0.7406, loss_cls: 2.1701, loss: 2.1701, grad_norm: 3.1135 2021-01-26 21:14:10,782 - mmaction - INFO - Epoch [187][1700/2147] lr: 3.468e-02, eta: 2 days, 21:00:22, time: 1.444, data_time: 0.009, memory: 16628, top1_acc: 0.4795, top5_acc: 0.7246, loss_cls: 2.2671, loss: 2.2671, grad_norm: 3.2036 2021-01-26 21:14:44,259 - mmaction - INFO - Epoch [187][1720/2147] lr: 3.468e-02, eta: 2 days, 20:59:48, time: 1.668, data_time: 0.010, memory: 16628, top1_acc: 0.4978, top5_acc: 0.7281, loss_cls: 2.2034, loss: 2.2034, grad_norm: 3.0927 2021-01-26 21:15:18,457 - mmaction - INFO - Epoch [187][1740/2147] lr: 3.468e-02, eta: 2 days, 20:59:15, time: 1.713, data_time: 0.018, memory: 16628, top1_acc: 0.4813, top5_acc: 0.7170, loss_cls: 2.2751, loss: 2.2751, grad_norm: 3.1459 2021-01-26 21:15:48,881 - mmaction - INFO - Epoch [187][1760/2147] lr: 3.468e-02, eta: 2 days, 20:58:40, time: 1.520, data_time: 0.010, memory: 16628, top1_acc: 0.4902, top5_acc: 0.7330, loss_cls: 2.2219, loss: 2.2219, grad_norm: 3.1465 2021-01-26 21:16:17,535 - mmaction - INFO - Epoch [187][1780/2147] lr: 3.468e-02, eta: 2 days, 20:58:05, time: 1.435, data_time: 0.006, memory: 16628, top1_acc: 0.4982, top5_acc: 0.7286, loss_cls: 2.2167, loss: 2.2167, grad_norm: 3.0912 2021-01-26 21:17:02,714 - mmaction - INFO - Epoch [187][1800/2147] lr: 3.468e-02, eta: 2 days, 20:57:36, time: 2.258, data_time: 0.012, memory: 16628, top1_acc: 0.4996, top5_acc: 0.7393, loss_cls: 2.1862, loss: 2.1862, grad_norm: 3.1582 2021-01-26 21:17:34,924 - mmaction - INFO - Epoch [187][1820/2147] lr: 3.468e-02, eta: 2 days, 20:57:02, time: 1.602, data_time: 0.006, memory: 16628, top1_acc: 0.4933, top5_acc: 0.7210, loss_cls: 2.2241, loss: 2.2241, grad_norm: 3.0417 2021-01-26 21:18:03,528 - mmaction - INFO - Epoch [187][1840/2147] lr: 3.468e-02, eta: 2 days, 20:56:27, time: 1.441, data_time: 0.016, memory: 16628, top1_acc: 0.4804, top5_acc: 0.7170, loss_cls: 2.2747, loss: 2.2747, grad_norm: 3.1925 2021-01-26 21:18:38,162 - mmaction - INFO - Epoch [187][1860/2147] lr: 3.468e-02, eta: 2 days, 20:55:54, time: 1.729, data_time: 0.030, memory: 16628, top1_acc: 0.4781, top5_acc: 0.7076, loss_cls: 2.2770, loss: 2.2770, grad_norm: 3.1932 2021-01-26 21:19:11,621 - mmaction - INFO - Epoch [187][1880/2147] lr: 3.468e-02, eta: 2 days, 20:55:21, time: 1.666, data_time: 0.007, memory: 16628, top1_acc: 0.5022, top5_acc: 0.7250, loss_cls: 2.2419, loss: 2.2419, grad_norm: 3.1040 2021-01-26 21:19:42,119 - mmaction - INFO - Epoch [187][1900/2147] lr: 3.468e-02, eta: 2 days, 20:54:46, time: 1.534, data_time: 0.020, memory: 16628, top1_acc: 0.4888, top5_acc: 0.7250, loss_cls: 2.2149, loss: 2.2149, grad_norm: 3.1177 2021-01-26 21:20:14,330 - mmaction - INFO - Epoch [187][1920/2147] lr: 3.468e-02, eta: 2 days, 20:54:12, time: 1.611, data_time: 0.004, memory: 16628, top1_acc: 0.5000, top5_acc: 0.7366, loss_cls: 2.2093, loss: 2.2093, grad_norm: 3.1224 2021-01-26 21:20:43,109 - mmaction - INFO - Epoch [187][1940/2147] lr: 3.468e-02, eta: 2 days, 20:53:37, time: 1.432, data_time: 0.003, memory: 16628, top1_acc: 0.4799, top5_acc: 0.7170, loss_cls: 2.2893, loss: 2.2893, grad_norm: 3.1938 2021-01-26 21:21:19,757 - mmaction - INFO - Epoch [187][1960/2147] lr: 3.468e-02, eta: 2 days, 20:53:05, time: 1.839, data_time: 0.011, memory: 16628, top1_acc: 0.4946, top5_acc: 0.7339, loss_cls: 2.1930, loss: 2.1930, grad_norm: 3.1033 2021-01-26 21:21:48,088 - mmaction - INFO - Epoch [187][1980/2147] lr: 3.468e-02, eta: 2 days, 20:52:30, time: 1.417, data_time: 0.003, memory: 16628, top1_acc: 0.4893, top5_acc: 0.7214, loss_cls: 2.2306, loss: 2.2306, grad_norm: 3.0869 2021-01-26 21:22:20,829 - mmaction - INFO - Epoch [187][2000/2147] lr: 3.468e-02, eta: 2 days, 20:51:56, time: 1.632, data_time: 0.005, memory: 16628, top1_acc: 0.4951, top5_acc: 0.7272, loss_cls: 2.2297, loss: 2.2297, grad_norm: 3.1073 2021-01-26 21:23:01,844 - mmaction - INFO - Epoch [187][2020/2147] lr: 3.468e-02, eta: 2 days, 20:51:25, time: 2.048, data_time: 0.016, memory: 16628, top1_acc: 0.5027, top5_acc: 0.7317, loss_cls: 2.1547, loss: 2.1547, grad_norm: 3.0157 2021-01-26 21:23:34,825 - mmaction - INFO - Epoch [187][2040/2147] lr: 3.468e-02, eta: 2 days, 20:50:52, time: 1.656, data_time: 0.013, memory: 16628, top1_acc: 0.4902, top5_acc: 0.7192, loss_cls: 2.2273, loss: 2.2273, grad_norm: 3.1007 2021-01-26 21:24:05,243 - mmaction - INFO - Epoch [187][2060/2147] lr: 3.468e-02, eta: 2 days, 20:50:17, time: 1.512, data_time: 0.010, memory: 16628, top1_acc: 0.4978, top5_acc: 0.7335, loss_cls: 2.2175, loss: 2.2175, grad_norm: 3.0715 2021-01-26 21:24:36,392 - mmaction - INFO - Epoch [187][2080/2147] lr: 3.468e-02, eta: 2 days, 20:49:43, time: 1.567, data_time: 0.015, memory: 16628, top1_acc: 0.4741, top5_acc: 0.7129, loss_cls: 2.2866, loss: 2.2866, grad_norm: 3.1180 2021-01-26 21:25:08,110 - mmaction - INFO - Epoch [187][2100/2147] lr: 3.468e-02, eta: 2 days, 20:49:09, time: 1.584, data_time: 0.001, memory: 16628, top1_acc: 0.4982, top5_acc: 0.7219, loss_cls: 2.2205, loss: 2.2205, grad_norm: 3.1148 2021-01-26 21:25:38,462 - mmaction - INFO - Epoch [187][2120/2147] lr: 3.468e-02, eta: 2 days, 20:48:34, time: 1.520, data_time: 0.007, memory: 16628, top1_acc: 0.4804, top5_acc: 0.7196, loss_cls: 2.2836, loss: 2.2836, grad_norm: 3.1625 2021-01-26 21:26:06,704 - mmaction - INFO - Epoch [187][2140/2147] lr: 3.468e-02, eta: 2 days, 20:47:59, time: 1.410, data_time: 0.002, memory: 16628, top1_acc: 0.4835, top5_acc: 0.7348, loss_cls: 2.2044, loss: 2.2044, grad_norm: 3.1799 2021-01-26 21:32:54,928 - mmaction - INFO - Epoch [188][20/2147] lr: 3.376e-02, eta: 2 days, 20:49:16, time: 18.811, data_time: 16.956, memory: 16628, top1_acc: 0.4911, top5_acc: 0.7455, loss_cls: 2.1535, loss: 2.1535, grad_norm: 3.1691 2021-01-26 21:33:26,054 - mmaction - INFO - Epoch [188][40/2147] lr: 3.376e-02, eta: 2 days, 20:48:42, time: 1.593, data_time: 0.046, memory: 16628, top1_acc: 0.4826, top5_acc: 0.7250, loss_cls: 2.2210, loss: 2.2210, grad_norm: 3.2516 2021-01-26 21:33:56,464 - mmaction - INFO - Epoch [188][60/2147] lr: 3.376e-02, eta: 2 days, 20:48:07, time: 1.517, data_time: 0.009, memory: 16628, top1_acc: 0.4853, top5_acc: 0.7192, loss_cls: 2.2513, loss: 2.2513, grad_norm: 3.2024 2021-01-26 21:34:27,774 - mmaction - INFO - Epoch [188][80/2147] lr: 3.376e-02, eta: 2 days, 20:47:33, time: 1.567, data_time: 0.013, memory: 16628, top1_acc: 0.4973, top5_acc: 0.7335, loss_cls: 2.2015, loss: 2.2015, grad_norm: 3.0957 2021-01-26 21:34:58,266 - mmaction - INFO - Epoch [188][100/2147] lr: 3.376e-02, eta: 2 days, 20:46:58, time: 1.527, data_time: 0.013, memory: 16628, top1_acc: 0.5156, top5_acc: 0.7545, loss_cls: 2.1319, loss: 2.1319, grad_norm: 3.0694 2021-01-26 21:35:31,102 - mmaction - INFO - Epoch [188][120/2147] lr: 3.376e-02, eta: 2 days, 20:46:25, time: 1.640, data_time: 0.008, memory: 16628, top1_acc: 0.4987, top5_acc: 0.7393, loss_cls: 2.1742, loss: 2.1742, grad_norm: 3.1940 2021-01-26 21:36:02,041 - mmaction - INFO - Epoch [188][140/2147] lr: 3.376e-02, eta: 2 days, 20:45:50, time: 1.545, data_time: 0.005, memory: 16628, top1_acc: 0.5071, top5_acc: 0.7268, loss_cls: 2.1584, loss: 2.1584, grad_norm: 3.0924 2021-01-26 21:36:32,346 - mmaction - INFO - Epoch [188][160/2147] lr: 3.376e-02, eta: 2 days, 20:45:16, time: 1.513, data_time: 0.009, memory: 16628, top1_acc: 0.4911, top5_acc: 0.7339, loss_cls: 2.2017, loss: 2.2017, grad_norm: 3.1931 2021-01-26 21:37:06,865 - mmaction - INFO - Epoch [188][180/2147] lr: 3.376e-02, eta: 2 days, 20:44:43, time: 1.732, data_time: 0.098, memory: 16628, top1_acc: 0.4920, top5_acc: 0.7317, loss_cls: 2.1704, loss: 2.1704, grad_norm: 3.1572 2021-01-26 21:37:38,460 - mmaction - INFO - Epoch [188][200/2147] lr: 3.376e-02, eta: 2 days, 20:44:08, time: 1.577, data_time: 0.003, memory: 16628, top1_acc: 0.5067, top5_acc: 0.7446, loss_cls: 2.1463, loss: 2.1463, grad_norm: 3.2830 2021-01-26 21:38:08,918 - mmaction - INFO - Epoch [188][220/2147] lr: 3.376e-02, eta: 2 days, 20:43:34, time: 1.524, data_time: 0.008, memory: 16628, top1_acc: 0.4808, top5_acc: 0.7170, loss_cls: 2.2433, loss: 2.2433, grad_norm: 3.1515 2021-01-26 21:38:39,974 - mmaction - INFO - Epoch [188][240/2147] lr: 3.376e-02, eta: 2 days, 20:43:00, time: 1.550, data_time: 0.010, memory: 16628, top1_acc: 0.5089, top5_acc: 0.7357, loss_cls: 2.1831, loss: 2.1831, grad_norm: 3.1589 2021-01-26 21:39:09,285 - mmaction - INFO - Epoch [188][260/2147] lr: 3.376e-02, eta: 2 days, 20:42:25, time: 1.468, data_time: 0.009, memory: 16628, top1_acc: 0.4790, top5_acc: 0.7098, loss_cls: 2.3094, loss: 2.3094, grad_norm: 3.1906 2021-01-26 21:39:38,750 - mmaction - INFO - Epoch [188][280/2147] lr: 3.376e-02, eta: 2 days, 20:41:50, time: 1.475, data_time: 0.005, memory: 16628, top1_acc: 0.4817, top5_acc: 0.7094, loss_cls: 2.2801, loss: 2.2801, grad_norm: 3.1518 2021-01-26 21:40:09,311 - mmaction - INFO - Epoch [188][300/2147] lr: 3.376e-02, eta: 2 days, 20:41:15, time: 1.527, data_time: 0.003, memory: 16628, top1_acc: 0.4866, top5_acc: 0.7344, loss_cls: 2.2142, loss: 2.2142, grad_norm: 3.2129 2021-01-26 21:40:38,227 - mmaction - INFO - Epoch [188][320/2147] lr: 3.376e-02, eta: 2 days, 20:40:40, time: 1.446, data_time: 0.003, memory: 16628, top1_acc: 0.4848, top5_acc: 0.7348, loss_cls: 2.1860, loss: 2.1860, grad_norm: 3.2290 2021-01-26 21:41:07,972 - mmaction - INFO - Epoch [188][340/2147] lr: 3.376e-02, eta: 2 days, 20:40:05, time: 1.482, data_time: 0.007, memory: 16628, top1_acc: 0.4964, top5_acc: 0.7393, loss_cls: 2.1733, loss: 2.1733, grad_norm: 3.1989 2021-01-26 21:41:41,587 - mmaction - INFO - Epoch [188][360/2147] lr: 3.376e-02, eta: 2 days, 20:39:32, time: 1.662, data_time: 0.012, memory: 16628, top1_acc: 0.4848, top5_acc: 0.7161, loss_cls: 2.2481, loss: 2.2481, grad_norm: 3.1609 2021-01-26 21:42:11,044 - mmaction - INFO - Epoch [188][380/2147] lr: 3.376e-02, eta: 2 days, 20:38:57, time: 1.499, data_time: 0.032, memory: 16628, top1_acc: 0.5067, top5_acc: 0.7411, loss_cls: 2.1230, loss: 2.1230, grad_norm: 3.0412 2021-01-26 21:42:47,309 - mmaction - INFO - Epoch [188][400/2147] lr: 3.376e-02, eta: 2 days, 20:38:24, time: 1.808, data_time: 0.004, memory: 16628, top1_acc: 0.5054, top5_acc: 0.7446, loss_cls: 2.1581, loss: 2.1581, grad_norm: 3.1803 2021-01-26 21:43:18,731 - mmaction - INFO - Epoch [188][420/2147] lr: 3.376e-02, eta: 2 days, 20:37:50, time: 1.576, data_time: 0.014, memory: 16628, top1_acc: 0.4647, top5_acc: 0.7241, loss_cls: 2.2530, loss: 2.2530, grad_norm: 3.1877 2021-01-26 21:43:49,890 - mmaction - INFO - Epoch [188][440/2147] lr: 3.376e-02, eta: 2 days, 20:37:16, time: 1.558, data_time: 0.002, memory: 16628, top1_acc: 0.4853, top5_acc: 0.7174, loss_cls: 2.2543, loss: 2.2543, grad_norm: 3.1589 2021-01-26 21:44:18,393 - mmaction - INFO - Epoch [188][460/2147] lr: 3.376e-02, eta: 2 days, 20:36:41, time: 1.425, data_time: 0.003, memory: 16628, top1_acc: 0.5098, top5_acc: 0.7460, loss_cls: 2.1457, loss: 2.1457, grad_norm: 3.1480 2021-01-26 21:44:46,928 - mmaction - INFO - Epoch [188][480/2147] lr: 3.376e-02, eta: 2 days, 20:36:06, time: 1.427, data_time: 0.004, memory: 16628, top1_acc: 0.4879, top5_acc: 0.7205, loss_cls: 2.2349, loss: 2.2349, grad_norm: 3.2054 2021-01-26 21:45:15,631 - mmaction - INFO - Epoch [188][500/2147] lr: 3.376e-02, eta: 2 days, 20:35:30, time: 1.433, data_time: 0.003, memory: 16628, top1_acc: 0.4982, top5_acc: 0.7366, loss_cls: 2.1983, loss: 2.1983, grad_norm: 3.1940 2021-01-26 21:45:44,786 - mmaction - INFO - Epoch [188][520/2147] lr: 3.376e-02, eta: 2 days, 20:34:55, time: 1.458, data_time: 0.005, memory: 16628, top1_acc: 0.5036, top5_acc: 0.7321, loss_cls: 2.1577, loss: 2.1577, grad_norm: 3.1476 2021-01-26 21:46:15,151 - mmaction - INFO - Epoch [188][540/2147] lr: 3.376e-02, eta: 2 days, 20:34:21, time: 1.521, data_time: 0.059, memory: 16628, top1_acc: 0.5000, top5_acc: 0.7237, loss_cls: 2.2306, loss: 2.2306, grad_norm: 3.2396 2021-01-26 21:46:47,637 - mmaction - INFO - Epoch [188][560/2147] lr: 3.376e-02, eta: 2 days, 20:33:47, time: 1.587, data_time: 0.004, memory: 16628, top1_acc: 0.4710, top5_acc: 0.7210, loss_cls: 2.3063, loss: 2.3063, grad_norm: 3.2739 2021-01-26 21:47:22,848 - mmaction - INFO - Epoch [188][580/2147] lr: 3.376e-02, eta: 2 days, 20:33:14, time: 1.795, data_time: 0.046, memory: 16628, top1_acc: 0.5000, top5_acc: 0.7277, loss_cls: 2.1941, loss: 2.1941, grad_norm: 3.0668 2021-01-26 21:47:58,310 - mmaction - INFO - Epoch [188][600/2147] lr: 3.376e-02, eta: 2 days, 20:32:41, time: 1.770, data_time: 0.012, memory: 16628, top1_acc: 0.4946, top5_acc: 0.7223, loss_cls: 2.2199, loss: 2.2199, grad_norm: 3.1189 2021-01-26 21:48:30,873 - mmaction - INFO - Epoch [188][620/2147] lr: 3.376e-02, eta: 2 days, 20:32:08, time: 1.631, data_time: 0.042, memory: 16628, top1_acc: 0.5031, top5_acc: 0.7375, loss_cls: 2.1798, loss: 2.1798, grad_norm: 3.1331 2021-01-26 21:49:02,848 - mmaction - INFO - Epoch [188][640/2147] lr: 3.376e-02, eta: 2 days, 20:31:34, time: 1.588, data_time: 0.004, memory: 16628, top1_acc: 0.4848, top5_acc: 0.7295, loss_cls: 2.2190, loss: 2.2190, grad_norm: 3.1353 2021-01-26 21:49:33,916 - mmaction - INFO - Epoch [188][660/2147] lr: 3.376e-02, eta: 2 days, 20:30:59, time: 1.564, data_time: 0.028, memory: 16628, top1_acc: 0.4884, top5_acc: 0.7196, loss_cls: 2.2435, loss: 2.2435, grad_norm: 3.0914 2021-01-26 21:50:03,001 - mmaction - INFO - Epoch [188][680/2147] lr: 3.376e-02, eta: 2 days, 20:30:24, time: 1.457, data_time: 0.017, memory: 16628, top1_acc: 0.4857, top5_acc: 0.7295, loss_cls: 2.2245, loss: 2.2245, grad_norm: 3.0826 2021-01-26 21:50:32,429 - mmaction - INFO - Epoch [188][700/2147] lr: 3.376e-02, eta: 2 days, 20:29:49, time: 1.469, data_time: 0.006, memory: 16628, top1_acc: 0.4799, top5_acc: 0.7205, loss_cls: 2.2613, loss: 2.2613, grad_norm: 3.1639 2021-01-26 21:51:07,789 - mmaction - INFO - Epoch [188][720/2147] lr: 3.376e-02, eta: 2 days, 20:29:17, time: 1.765, data_time: 0.013, memory: 16628, top1_acc: 0.4955, top5_acc: 0.7308, loss_cls: 2.1798, loss: 2.1798, grad_norm: 3.0987 2021-01-26 21:51:38,766 - mmaction - INFO - Epoch [188][740/2147] lr: 3.376e-02, eta: 2 days, 20:28:42, time: 1.554, data_time: 0.016, memory: 16628, top1_acc: 0.4960, top5_acc: 0.7330, loss_cls: 2.2123, loss: 2.2123, grad_norm: 3.1516 2021-01-26 21:52:18,089 - mmaction - INFO - Epoch [188][760/2147] lr: 3.376e-02, eta: 2 days, 20:28:11, time: 1.965, data_time: 0.224, memory: 16628, top1_acc: 0.5022, top5_acc: 0.7460, loss_cls: 2.1351, loss: 2.1351, grad_norm: 3.2055 2021-01-26 21:53:04,297 - mmaction - INFO - Epoch [188][780/2147] lr: 3.376e-02, eta: 2 days, 20:27:42, time: 2.309, data_time: 0.010, memory: 16628, top1_acc: 0.5076, top5_acc: 0.7268, loss_cls: 2.1639, loss: 2.1639, grad_norm: 3.1872 2021-01-26 21:53:36,654 - mmaction - INFO - Epoch [188][800/2147] lr: 3.376e-02, eta: 2 days, 20:27:08, time: 1.621, data_time: 0.015, memory: 16628, top1_acc: 0.5062, top5_acc: 0.7339, loss_cls: 2.1688, loss: 2.1688, grad_norm: 3.1557 2021-01-26 21:54:05,140 - mmaction - INFO - Epoch [188][820/2147] lr: 3.376e-02, eta: 2 days, 20:26:33, time: 1.425, data_time: 0.008, memory: 16628, top1_acc: 0.4853, top5_acc: 0.7415, loss_cls: 2.1605, loss: 2.1605, grad_norm: 3.1806 2021-01-26 21:54:35,995 - mmaction - INFO - Epoch [188][840/2147] lr: 3.376e-02, eta: 2 days, 20:25:59, time: 1.542, data_time: 0.006, memory: 16628, top1_acc: 0.4924, top5_acc: 0.7415, loss_cls: 2.1676, loss: 2.1676, grad_norm: 3.1999 2021-01-26 21:55:05,538 - mmaction - INFO - Epoch [188][860/2147] lr: 3.376e-02, eta: 2 days, 20:25:24, time: 1.478, data_time: 0.003, memory: 16628, top1_acc: 0.4978, top5_acc: 0.7371, loss_cls: 2.2448, loss: 2.2448, grad_norm: 3.3161 2021-01-26 21:55:34,148 - mmaction - INFO - Epoch [188][880/2147] lr: 3.376e-02, eta: 2 days, 20:24:49, time: 1.430, data_time: 0.005, memory: 16628, top1_acc: 0.4813, top5_acc: 0.7170, loss_cls: 2.2521, loss: 2.2521, grad_norm: 3.1731 2021-01-26 21:56:03,320 - mmaction - INFO - Epoch [188][900/2147] lr: 3.376e-02, eta: 2 days, 20:24:13, time: 1.455, data_time: 0.005, memory: 16628, top1_acc: 0.4781, top5_acc: 0.7152, loss_cls: 2.2834, loss: 2.2834, grad_norm: 3.1900 2021-01-26 21:56:34,972 - mmaction - INFO - Epoch [188][920/2147] lr: 3.376e-02, eta: 2 days, 20:23:39, time: 1.581, data_time: 0.007, memory: 16628, top1_acc: 0.4964, top5_acc: 0.7210, loss_cls: 2.2387, loss: 2.2387, grad_norm: 3.2620 2021-01-26 21:57:11,026 - mmaction - INFO - Epoch [188][940/2147] lr: 3.376e-02, eta: 2 days, 20:23:07, time: 1.801, data_time: 0.037, memory: 16628, top1_acc: 0.5049, top5_acc: 0.7344, loss_cls: 2.1865, loss: 2.1865, grad_norm: 3.1593 2021-01-26 21:57:44,151 - mmaction - INFO - Epoch [188][960/2147] lr: 3.376e-02, eta: 2 days, 20:22:33, time: 1.663, data_time: 0.015, memory: 16628, top1_acc: 0.4812, top5_acc: 0.6982, loss_cls: 2.2734, loss: 2.2734, grad_norm: 3.1367 2021-01-26 21:58:13,236 - mmaction - INFO - Epoch [188][980/2147] lr: 3.376e-02, eta: 2 days, 20:21:58, time: 1.454, data_time: 0.005, memory: 16628, top1_acc: 0.4884, top5_acc: 0.7259, loss_cls: 2.2297, loss: 2.2297, grad_norm: 3.1766 2021-01-26 21:58:42,084 - mmaction - INFO - Epoch [188][1000/2147] lr: 3.376e-02, eta: 2 days, 20:21:23, time: 1.441, data_time: 0.002, memory: 16628, top1_acc: 0.4862, top5_acc: 0.7103, loss_cls: 2.2743, loss: 2.2743, grad_norm: 3.2075 2021-01-26 21:59:14,324 - mmaction - INFO - Epoch [188][1020/2147] lr: 3.376e-02, eta: 2 days, 20:20:49, time: 1.614, data_time: 0.004, memory: 16628, top1_acc: 0.4893, top5_acc: 0.7138, loss_cls: 2.2499, loss: 2.2499, grad_norm: 3.1018 2021-01-26 21:59:45,340 - mmaction - INFO - Epoch [188][1040/2147] lr: 3.376e-02, eta: 2 days, 20:20:15, time: 1.549, data_time: 0.001, memory: 16628, top1_acc: 0.4879, top5_acc: 0.7259, loss_cls: 2.2668, loss: 2.2668, grad_norm: 3.1470 2021-01-26 22:00:14,330 - mmaction - INFO - Epoch [188][1060/2147] lr: 3.376e-02, eta: 2 days, 20:19:40, time: 1.451, data_time: 0.006, memory: 16628, top1_acc: 0.5129, top5_acc: 0.7433, loss_cls: 2.1378, loss: 2.1378, grad_norm: 3.1109 2021-01-26 22:00:43,848 - mmaction - INFO - Epoch [188][1080/2147] lr: 3.376e-02, eta: 2 days, 20:19:05, time: 1.477, data_time: 0.003, memory: 16628, top1_acc: 0.5112, top5_acc: 0.7415, loss_cls: 2.1499, loss: 2.1499, grad_norm: 3.1179 2021-01-26 22:01:15,178 - mmaction - INFO - Epoch [188][1100/2147] lr: 3.376e-02, eta: 2 days, 20:18:31, time: 1.564, data_time: 0.002, memory: 16628, top1_acc: 0.4830, top5_acc: 0.7223, loss_cls: 2.2676, loss: 2.2676, grad_norm: 3.3101 2021-01-26 22:01:48,075 - mmaction - INFO - Epoch [188][1120/2147] lr: 3.376e-02, eta: 2 days, 20:17:57, time: 1.642, data_time: 0.004, memory: 16628, top1_acc: 0.4705, top5_acc: 0.7192, loss_cls: 2.2557, loss: 2.2557, grad_norm: 3.1983 2021-01-26 22:02:20,355 - mmaction - INFO - Epoch [188][1140/2147] lr: 3.376e-02, eta: 2 days, 20:17:23, time: 1.612, data_time: 0.011, memory: 16628, top1_acc: 0.4790, top5_acc: 0.7281, loss_cls: 2.2573, loss: 2.2573, grad_norm: 3.2800 2021-01-26 22:02:51,986 - mmaction - INFO - Epoch [188][1160/2147] lr: 3.376e-02, eta: 2 days, 20:16:49, time: 1.588, data_time: 0.009, memory: 16628, top1_acc: 0.4804, top5_acc: 0.7121, loss_cls: 2.3088, loss: 2.3088, grad_norm: 3.1826 2021-01-26 22:03:20,747 - mmaction - INFO - Epoch [188][1180/2147] lr: 3.376e-02, eta: 2 days, 20:16:14, time: 1.438, data_time: 0.003, memory: 16628, top1_acc: 0.4777, top5_acc: 0.7384, loss_cls: 2.2092, loss: 2.2092, grad_norm: 3.1168 2021-01-26 22:03:50,804 - mmaction - INFO - Epoch [188][1200/2147] lr: 3.376e-02, eta: 2 days, 20:15:39, time: 1.500, data_time: 0.002, memory: 16628, top1_acc: 0.5062, top5_acc: 0.7335, loss_cls: 2.1582, loss: 2.1582, grad_norm: 3.0709 2021-01-26 22:04:19,809 - mmaction - INFO - Epoch [188][1220/2147] lr: 3.376e-02, eta: 2 days, 20:15:04, time: 1.454, data_time: 0.005, memory: 16628, top1_acc: 0.4799, top5_acc: 0.7259, loss_cls: 2.2376, loss: 2.2376, grad_norm: 3.1730 2021-01-26 22:04:48,971 - mmaction - INFO - Epoch [188][1240/2147] lr: 3.376e-02, eta: 2 days, 20:14:29, time: 1.458, data_time: 0.003, memory: 16628, top1_acc: 0.4603, top5_acc: 0.7165, loss_cls: 2.3102, loss: 2.3102, grad_norm: 3.2269 2021-01-26 22:05:21,540 - mmaction - INFO - Epoch [188][1260/2147] lr: 3.376e-02, eta: 2 days, 20:13:55, time: 1.625, data_time: 0.002, memory: 16628, top1_acc: 0.4790, top5_acc: 0.7214, loss_cls: 2.2805, loss: 2.2805, grad_norm: 3.1408 2021-01-26 22:05:50,414 - mmaction - INFO - Epoch [188][1280/2147] lr: 3.376e-02, eta: 2 days, 20:13:20, time: 1.447, data_time: 0.006, memory: 16628, top1_acc: 0.4973, top5_acc: 0.7219, loss_cls: 2.2678, loss: 2.2678, grad_norm: 3.1588 2021-01-26 22:06:23,819 - mmaction - INFO - Epoch [188][1300/2147] lr: 3.376e-02, eta: 2 days, 20:12:47, time: 1.658, data_time: 0.008, memory: 16628, top1_acc: 0.4857, top5_acc: 0.7272, loss_cls: 2.2538, loss: 2.2538, grad_norm: 3.1599 2021-01-26 22:07:06,687 - mmaction - INFO - Epoch [188][1320/2147] lr: 3.376e-02, eta: 2 days, 20:12:17, time: 2.150, data_time: 0.016, memory: 16628, top1_acc: 0.4857, top5_acc: 0.7299, loss_cls: 2.2101, loss: 2.2101, grad_norm: 3.1410 2021-01-26 22:07:38,215 - mmaction - INFO - Epoch [188][1340/2147] lr: 3.376e-02, eta: 2 days, 20:11:43, time: 1.582, data_time: 0.015, memory: 16628, top1_acc: 0.4763, top5_acc: 0.7237, loss_cls: 2.2266, loss: 2.2266, grad_norm: 3.0777 2021-01-26 22:08:09,564 - mmaction - INFO - Epoch [188][1360/2147] lr: 3.376e-02, eta: 2 days, 20:11:08, time: 1.562, data_time: 0.006, memory: 16628, top1_acc: 0.4853, top5_acc: 0.7156, loss_cls: 2.2869, loss: 2.2869, grad_norm: 3.1278 2021-01-26 22:08:41,121 - mmaction - INFO - Epoch [188][1380/2147] lr: 3.376e-02, eta: 2 days, 20:10:34, time: 1.579, data_time: 0.010, memory: 16628, top1_acc: 0.5000, top5_acc: 0.7321, loss_cls: 2.2057, loss: 2.2057, grad_norm: 3.1286 2021-01-26 22:09:14,567 - mmaction - INFO - Epoch [188][1400/2147] lr: 3.376e-02, eta: 2 days, 20:10:01, time: 1.675, data_time: 0.009, memory: 16628, top1_acc: 0.4737, top5_acc: 0.7116, loss_cls: 2.2657, loss: 2.2657, grad_norm: 3.2431 2021-01-26 22:09:45,176 - mmaction - INFO - Epoch [188][1420/2147] lr: 3.376e-02, eta: 2 days, 20:09:26, time: 1.533, data_time: 0.006, memory: 16628, top1_acc: 0.4821, top5_acc: 0.7290, loss_cls: 2.2406, loss: 2.2406, grad_norm: 3.1692 2021-01-26 22:10:16,955 - mmaction - INFO - Epoch [188][1440/2147] lr: 3.376e-02, eta: 2 days, 20:08:52, time: 1.579, data_time: 0.002, memory: 16628, top1_acc: 0.4857, top5_acc: 0.7277, loss_cls: 2.2196, loss: 2.2196, grad_norm: 3.1499 2021-01-26 22:10:48,000 - mmaction - INFO - Epoch [188][1460/2147] lr: 3.376e-02, eta: 2 days, 20:08:18, time: 1.541, data_time: 0.024, memory: 16628, top1_acc: 0.5058, top5_acc: 0.7384, loss_cls: 2.1682, loss: 2.1682, grad_norm: 3.1187 2021-01-26 22:11:29,004 - mmaction - INFO - Epoch [188][1480/2147] lr: 3.376e-02, eta: 2 days, 20:07:47, time: 2.064, data_time: 0.024, memory: 16628, top1_acc: 0.4768, top5_acc: 0.7076, loss_cls: 2.2692, loss: 2.2692, grad_norm: 3.2237 2021-01-26 22:12:08,457 - mmaction - INFO - Epoch [188][1500/2147] lr: 3.376e-02, eta: 2 days, 20:07:16, time: 1.962, data_time: 0.026, memory: 16628, top1_acc: 0.4893, top5_acc: 0.7308, loss_cls: 2.2279, loss: 2.2279, grad_norm: 3.1386 2021-01-26 22:12:39,209 - mmaction - INFO - Epoch [188][1520/2147] lr: 3.376e-02, eta: 2 days, 20:06:42, time: 1.552, data_time: 0.038, memory: 16628, top1_acc: 0.4893, top5_acc: 0.7165, loss_cls: 2.2495, loss: 2.2495, grad_norm: 3.1751 2021-01-26 22:13:16,658 - mmaction - INFO - Epoch [188][1540/2147] lr: 3.376e-02, eta: 2 days, 20:06:10, time: 1.875, data_time: 0.007, memory: 16628, top1_acc: 0.5089, top5_acc: 0.7420, loss_cls: 2.1798, loss: 2.1798, grad_norm: 3.1215 2021-01-26 22:13:49,358 - mmaction - INFO - Epoch [188][1560/2147] lr: 3.376e-02, eta: 2 days, 20:05:36, time: 1.631, data_time: 0.010, memory: 16628, top1_acc: 0.5196, top5_acc: 0.7433, loss_cls: 2.1367, loss: 2.1367, grad_norm: 3.1481 2021-01-26 22:14:18,465 - mmaction - INFO - Epoch [188][1580/2147] lr: 3.376e-02, eta: 2 days, 20:05:01, time: 1.460, data_time: 0.012, memory: 16628, top1_acc: 0.4830, top5_acc: 0.7335, loss_cls: 2.2164, loss: 2.2164, grad_norm: 3.2477 2021-01-26 22:14:51,176 - mmaction - INFO - Epoch [188][1600/2147] lr: 3.376e-02, eta: 2 days, 20:04:27, time: 1.594, data_time: 0.002, memory: 16628, top1_acc: 0.4938, top5_acc: 0.7290, loss_cls: 2.1492, loss: 2.1492, grad_norm: 3.1790 2021-01-26 22:15:22,820 - mmaction - INFO - Epoch [188][1620/2147] lr: 3.376e-02, eta: 2 days, 20:03:53, time: 1.616, data_time: 0.053, memory: 16628, top1_acc: 0.4942, top5_acc: 0.7272, loss_cls: 2.2085, loss: 2.2085, grad_norm: 3.1491 2021-01-26 22:15:52,142 - mmaction - INFO - Epoch [188][1640/2147] lr: 3.376e-02, eta: 2 days, 20:03:18, time: 1.471, data_time: 0.011, memory: 16628, top1_acc: 0.4839, top5_acc: 0.7317, loss_cls: 2.2067, loss: 2.2067, grad_norm: 3.2348 2021-01-26 22:16:23,252 - mmaction - INFO - Epoch [188][1660/2147] lr: 3.376e-02, eta: 2 days, 20:02:44, time: 1.552, data_time: 0.023, memory: 16628, top1_acc: 0.5067, top5_acc: 0.7379, loss_cls: 2.1593, loss: 2.1593, grad_norm: 3.0519 2021-01-26 22:17:12,881 - mmaction - INFO - Epoch [188][1680/2147] lr: 3.376e-02, eta: 2 days, 20:02:16, time: 2.483, data_time: 0.009, memory: 16628, top1_acc: 0.4786, top5_acc: 0.7299, loss_cls: 2.2747, loss: 2.2747, grad_norm: 3.2446 2021-01-26 22:17:50,596 - mmaction - INFO - Epoch [188][1700/2147] lr: 3.376e-02, eta: 2 days, 20:01:44, time: 1.886, data_time: 0.009, memory: 16628, top1_acc: 0.4969, top5_acc: 0.7286, loss_cls: 2.2002, loss: 2.2002, grad_norm: 3.1534 2021-01-26 22:18:22,151 - mmaction - INFO - Epoch [188][1720/2147] lr: 3.376e-02, eta: 2 days, 20:01:10, time: 1.577, data_time: 0.007, memory: 16628, top1_acc: 0.4969, top5_acc: 0.7268, loss_cls: 2.2113, loss: 2.2113, grad_norm: 3.0612 2021-01-26 22:18:53,037 - mmaction - INFO - Epoch [188][1740/2147] lr: 3.376e-02, eta: 2 days, 20:00:36, time: 1.542, data_time: 0.007, memory: 16628, top1_acc: 0.4862, top5_acc: 0.7295, loss_cls: 2.2642, loss: 2.2642, grad_norm: 3.0926 2021-01-26 22:19:24,224 - mmaction - INFO - Epoch [188][1760/2147] lr: 3.376e-02, eta: 2 days, 20:00:01, time: 1.544, data_time: 0.010, memory: 16628, top1_acc: 0.4812, top5_acc: 0.7241, loss_cls: 2.2491, loss: 2.2491, grad_norm: 3.2204 2021-01-26 22:19:58,278 - mmaction - INFO - Epoch [188][1780/2147] lr: 3.376e-02, eta: 2 days, 19:59:28, time: 1.721, data_time: 0.028, memory: 16628, top1_acc: 0.4906, top5_acc: 0.7205, loss_cls: 2.2227, loss: 2.2227, grad_norm: 3.1342 2021-01-26 22:20:33,339 - mmaction - INFO - Epoch [188][1800/2147] lr: 3.376e-02, eta: 2 days, 19:58:56, time: 1.752, data_time: 0.007, memory: 16628, top1_acc: 0.4866, top5_acc: 0.7237, loss_cls: 2.2271, loss: 2.2271, grad_norm: 3.1488 2021-01-26 22:21:05,725 - mmaction - INFO - Epoch [188][1820/2147] lr: 3.376e-02, eta: 2 days, 19:58:22, time: 1.617, data_time: 0.067, memory: 16628, top1_acc: 0.4987, top5_acc: 0.7388, loss_cls: 2.1968, loss: 2.1968, grad_norm: 3.1624 2021-01-26 22:21:52,467 - mmaction - INFO - Epoch [188][1840/2147] lr: 3.376e-02, eta: 2 days, 19:57:53, time: 2.342, data_time: 0.023, memory: 16628, top1_acc: 0.4902, top5_acc: 0.7366, loss_cls: 2.2273, loss: 2.2273, grad_norm: 3.2172 2021-01-26 22:22:21,873 - mmaction - INFO - Epoch [188][1860/2147] lr: 3.376e-02, eta: 2 days, 19:57:18, time: 1.467, data_time: 0.007, memory: 16628, top1_acc: 0.4888, top5_acc: 0.7214, loss_cls: 2.2721, loss: 2.2721, grad_norm: 3.1753 2021-01-26 22:22:53,147 - mmaction - INFO - Epoch [188][1880/2147] lr: 3.376e-02, eta: 2 days, 19:56:44, time: 1.569, data_time: 0.008, memory: 16628, top1_acc: 0.4897, top5_acc: 0.7308, loss_cls: 2.1938, loss: 2.1938, grad_norm: 3.1552 2021-01-26 22:23:27,785 - mmaction - INFO - Epoch [188][1900/2147] lr: 3.376e-02, eta: 2 days, 19:56:11, time: 1.730, data_time: 0.103, memory: 16628, top1_acc: 0.4879, top5_acc: 0.7304, loss_cls: 2.2221, loss: 2.2221, grad_norm: 3.2446 2021-01-26 22:24:02,288 - mmaction - INFO - Epoch [188][1920/2147] lr: 3.376e-02, eta: 2 days, 19:55:38, time: 1.716, data_time: 0.007, memory: 16628, top1_acc: 0.4969, top5_acc: 0.7312, loss_cls: 2.2392, loss: 2.2392, grad_norm: 3.2554 2021-01-26 22:24:31,918 - mmaction - INFO - Epoch [188][1940/2147] lr: 3.376e-02, eta: 2 days, 19:55:03, time: 1.487, data_time: 0.019, memory: 16628, top1_acc: 0.4786, top5_acc: 0.7121, loss_cls: 2.2873, loss: 2.2873, grad_norm: 3.1674 2021-01-26 22:25:03,507 - mmaction - INFO - Epoch [188][1960/2147] lr: 3.376e-02, eta: 2 days, 19:54:29, time: 1.581, data_time: 0.008, memory: 16628, top1_acc: 0.5013, top5_acc: 0.7228, loss_cls: 2.2074, loss: 2.2074, grad_norm: 3.0627 2021-01-26 22:25:33,011 - mmaction - INFO - Epoch [188][1980/2147] lr: 3.376e-02, eta: 2 days, 19:53:54, time: 1.474, data_time: 0.010, memory: 16628, top1_acc: 0.4763, top5_acc: 0.7098, loss_cls: 2.3153, loss: 2.3153, grad_norm: 3.1235 2021-01-26 22:26:02,515 - mmaction - INFO - Epoch [188][2000/2147] lr: 3.376e-02, eta: 2 days, 19:53:19, time: 1.478, data_time: 0.011, memory: 16628, top1_acc: 0.4728, top5_acc: 0.7143, loss_cls: 2.3451, loss: 2.3451, grad_norm: 3.1938 2021-01-26 22:26:38,038 - mmaction - INFO - Epoch [188][2020/2147] lr: 3.376e-02, eta: 2 days, 19:52:46, time: 1.773, data_time: 0.072, memory: 16628, top1_acc: 0.4893, top5_acc: 0.7241, loss_cls: 2.2199, loss: 2.2199, grad_norm: 3.0695 2021-01-26 22:27:07,786 - mmaction - INFO - Epoch [188][2040/2147] lr: 3.376e-02, eta: 2 days, 19:52:12, time: 1.491, data_time: 0.008, memory: 16628, top1_acc: 0.4924, top5_acc: 0.7379, loss_cls: 2.1904, loss: 2.1904, grad_norm: 3.1313 2021-01-26 22:27:41,817 - mmaction - INFO - Epoch [188][2060/2147] lr: 3.376e-02, eta: 2 days, 19:51:38, time: 1.697, data_time: 0.007, memory: 16628, top1_acc: 0.4853, top5_acc: 0.7237, loss_cls: 2.2259, loss: 2.2259, grad_norm: 3.1169 2021-01-26 22:28:21,009 - mmaction - INFO - Epoch [188][2080/2147] lr: 3.376e-02, eta: 2 days, 19:51:07, time: 1.956, data_time: 0.008, memory: 16628, top1_acc: 0.5004, top5_acc: 0.7393, loss_cls: 2.1518, loss: 2.1518, grad_norm: 3.0740 2021-01-26 22:28:52,927 - mmaction - INFO - Epoch [188][2100/2147] lr: 3.376e-02, eta: 2 days, 19:50:33, time: 1.599, data_time: 0.014, memory: 16628, top1_acc: 0.4817, top5_acc: 0.7308, loss_cls: 2.2424, loss: 2.2424, grad_norm: 3.1670 2021-01-26 22:29:21,795 - mmaction - INFO - Epoch [188][2120/2147] lr: 3.376e-02, eta: 2 days, 19:49:58, time: 1.451, data_time: 0.010, memory: 16628, top1_acc: 0.4875, top5_acc: 0.7317, loss_cls: 2.2289, loss: 2.2289, grad_norm: 3.1754 2021-01-26 22:29:59,245 - mmaction - INFO - Epoch [188][2140/2147] lr: 3.376e-02, eta: 2 days, 19:49:26, time: 1.863, data_time: 0.001, memory: 16628, top1_acc: 0.4946, top5_acc: 0.7321, loss_cls: 2.2005, loss: 2.2005, grad_norm: 3.1027 2021-01-26 22:30:24,906 - mmaction - INFO - Saving checkpoint at 188 epochs 2021-01-26 22:36:37,240 - mmaction - INFO - Epoch [189][20/2147] lr: 3.284e-02, eta: 2 days, 19:50:37, time: 18.327, data_time: 16.533, memory: 16628, top1_acc: 0.4969, top5_acc: 0.7281, loss_cls: 2.2458, loss: 2.2458, grad_norm: 3.1116 2021-01-26 22:37:20,110 - mmaction - INFO - Epoch [189][40/2147] lr: 3.284e-02, eta: 2 days, 19:50:08, time: 2.316, data_time: 0.272, memory: 16628, top1_acc: 0.5009, top5_acc: 0.7339, loss_cls: 2.1904, loss: 2.1904, grad_norm: 3.1688 2021-01-26 22:37:48,965 - mmaction - INFO - Epoch [189][60/2147] lr: 3.284e-02, eta: 2 days, 19:49:33, time: 1.447, data_time: 0.012, memory: 16628, top1_acc: 0.4915, top5_acc: 0.7246, loss_cls: 2.2291, loss: 2.2291, grad_norm: 3.2463 2021-01-26 22:38:18,436 - mmaction - INFO - Epoch [189][80/2147] lr: 3.284e-02, eta: 2 days, 19:48:58, time: 1.473, data_time: 0.004, memory: 16628, top1_acc: 0.5067, top5_acc: 0.7455, loss_cls: 2.1353, loss: 2.1353, grad_norm: 3.0450 2021-01-26 22:38:47,636 - mmaction - INFO - Epoch [189][100/2147] lr: 3.284e-02, eta: 2 days, 19:48:23, time: 1.458, data_time: 0.004, memory: 16628, top1_acc: 0.5134, top5_acc: 0.7286, loss_cls: 2.1307, loss: 2.1307, grad_norm: 3.0968 2021-01-26 22:39:17,187 - mmaction - INFO - Epoch [189][120/2147] lr: 3.284e-02, eta: 2 days, 19:47:48, time: 1.476, data_time: 0.005, memory: 16628, top1_acc: 0.5054, top5_acc: 0.7464, loss_cls: 2.1490, loss: 2.1490, grad_norm: 3.1301 2021-01-26 22:40:01,391 - mmaction - INFO - Epoch [189][140/2147] lr: 3.284e-02, eta: 2 days, 19:47:19, time: 2.202, data_time: 0.007, memory: 16628, top1_acc: 0.5165, top5_acc: 0.7513, loss_cls: 2.1254, loss: 2.1254, grad_norm: 3.1935 2021-01-26 22:40:37,231 - mmaction - INFO - Epoch [189][160/2147] lr: 3.284e-02, eta: 2 days, 19:46:46, time: 1.802, data_time: 0.020, memory: 16628, top1_acc: 0.5170, top5_acc: 0.7464, loss_cls: 2.1228, loss: 2.1228, grad_norm: 3.2415 2021-01-26 22:41:06,531 - mmaction - INFO - Epoch [189][180/2147] lr: 3.284e-02, eta: 2 days, 19:46:11, time: 1.466, data_time: 0.005, memory: 16628, top1_acc: 0.4839, top5_acc: 0.7304, loss_cls: 2.2119, loss: 2.2119, grad_norm: 3.2589 2021-01-26 22:41:52,940 - mmaction - INFO - Epoch [189][200/2147] lr: 3.284e-02, eta: 2 days, 19:45:42, time: 2.310, data_time: 0.005, memory: 16628, top1_acc: 0.5022, top5_acc: 0.7362, loss_cls: 2.1611, loss: 2.1611, grad_norm: 3.1063 2021-01-26 22:42:30,235 - mmaction - INFO - Epoch [189][220/2147] lr: 3.284e-02, eta: 2 days, 19:45:10, time: 1.874, data_time: 0.019, memory: 16628, top1_acc: 0.4893, top5_acc: 0.7263, loss_cls: 2.2128, loss: 2.2128, grad_norm: 3.1620 2021-01-26 22:43:10,469 - mmaction - INFO - Epoch [189][240/2147] lr: 3.284e-02, eta: 2 days, 19:44:39, time: 2.009, data_time: 0.011, memory: 16628, top1_acc: 0.4915, top5_acc: 0.7317, loss_cls: 2.1791, loss: 2.1791, grad_norm: 3.0824 2021-01-26 22:43:40,652 - mmaction - INFO - Epoch [189][260/2147] lr: 3.284e-02, eta: 2 days, 19:44:05, time: 1.506, data_time: 0.020, memory: 16628, top1_acc: 0.4973, top5_acc: 0.7304, loss_cls: 2.1981, loss: 2.1981, grad_norm: 3.1612 2021-01-26 22:44:10,766 - mmaction - INFO - Epoch [189][280/2147] lr: 3.284e-02, eta: 2 days, 19:43:30, time: 1.510, data_time: 0.012, memory: 16628, top1_acc: 0.4893, top5_acc: 0.7246, loss_cls: 2.2284, loss: 2.2284, grad_norm: 3.2482 2021-01-26 22:44:44,963 - mmaction - INFO - Epoch [189][300/2147] lr: 3.284e-02, eta: 2 days, 19:42:57, time: 1.708, data_time: 0.006, memory: 16628, top1_acc: 0.4853, top5_acc: 0.7156, loss_cls: 2.2746, loss: 2.2746, grad_norm: 3.2878 2021-01-26 22:45:19,178 - mmaction - INFO - Epoch [189][320/2147] lr: 3.284e-02, eta: 2 days, 19:42:24, time: 1.714, data_time: 0.252, memory: 16628, top1_acc: 0.5040, top5_acc: 0.7411, loss_cls: 2.1314, loss: 2.1314, grad_norm: 3.1495 2021-01-26 22:45:50,314 - mmaction - INFO - Epoch [189][340/2147] lr: 3.284e-02, eta: 2 days, 19:41:49, time: 1.556, data_time: 0.004, memory: 16628, top1_acc: 0.4991, top5_acc: 0.7219, loss_cls: 2.2243, loss: 2.2243, grad_norm: 3.2561 2021-01-26 22:46:19,695 - mmaction - INFO - Epoch [189][360/2147] lr: 3.284e-02, eta: 2 days, 19:41:14, time: 1.467, data_time: 0.008, memory: 16628, top1_acc: 0.4929, top5_acc: 0.7277, loss_cls: 2.2268, loss: 2.2268, grad_norm: 3.2008 2021-01-26 22:46:54,981 - mmaction - INFO - Epoch [189][380/2147] lr: 3.284e-02, eta: 2 days, 19:40:41, time: 1.754, data_time: 0.008, memory: 16628, top1_acc: 0.4879, top5_acc: 0.7290, loss_cls: 2.2415, loss: 2.2415, grad_norm: 3.1882 2021-01-26 22:47:24,831 - mmaction - INFO - Epoch [189][400/2147] lr: 3.284e-02, eta: 2 days, 19:40:07, time: 1.504, data_time: 0.036, memory: 16628, top1_acc: 0.4960, top5_acc: 0.7304, loss_cls: 2.2025, loss: 2.2025, grad_norm: 3.1687 2021-01-26 22:48:00,882 - mmaction - INFO - Epoch [189][420/2147] lr: 3.284e-02, eta: 2 days, 19:39:34, time: 1.802, data_time: 0.005, memory: 16628, top1_acc: 0.5009, top5_acc: 0.7330, loss_cls: 2.1852, loss: 2.1852, grad_norm: 3.1498 2021-01-26 22:48:30,458 - mmaction - INFO - Epoch [189][440/2147] lr: 3.284e-02, eta: 2 days, 19:38:59, time: 1.474, data_time: 0.009, memory: 16628, top1_acc: 0.4884, top5_acc: 0.7268, loss_cls: 2.2352, loss: 2.2352, grad_norm: 3.1809 2021-01-26 22:48:59,321 - mmaction - INFO - Epoch [189][460/2147] lr: 3.284e-02, eta: 2 days, 19:38:24, time: 1.449, data_time: 0.010, memory: 16628, top1_acc: 0.4978, top5_acc: 0.7161, loss_cls: 2.2118, loss: 2.2118, grad_norm: 3.1265 2021-01-26 22:49:28,919 - mmaction - INFO - Epoch [189][480/2147] lr: 3.284e-02, eta: 2 days, 19:37:49, time: 1.482, data_time: 0.008, memory: 16628, top1_acc: 0.5116, top5_acc: 0.7388, loss_cls: 2.1359, loss: 2.1359, grad_norm: 3.0669 2021-01-26 22:49:58,549 - mmaction - INFO - Epoch [189][500/2147] lr: 3.284e-02, eta: 2 days, 19:37:15, time: 1.482, data_time: 0.014, memory: 16628, top1_acc: 0.5080, top5_acc: 0.7469, loss_cls: 2.1587, loss: 2.1587, grad_norm: 3.2279 2021-01-26 22:50:28,157 - mmaction - INFO - Epoch [189][520/2147] lr: 3.284e-02, eta: 2 days, 19:36:40, time: 1.481, data_time: 0.003, memory: 16628, top1_acc: 0.4866, top5_acc: 0.7415, loss_cls: 2.1515, loss: 2.1515, grad_norm: 3.1503 2021-01-26 22:50:57,470 - mmaction - INFO - Epoch [189][540/2147] lr: 3.284e-02, eta: 2 days, 19:36:05, time: 1.463, data_time: 0.001, memory: 16628, top1_acc: 0.4906, top5_acc: 0.7232, loss_cls: 2.2245, loss: 2.2245, grad_norm: 3.2076 2021-01-26 22:51:50,607 - mmaction - INFO - Epoch [189][560/2147] lr: 3.284e-02, eta: 2 days, 19:35:38, time: 2.651, data_time: 0.009, memory: 16628, top1_acc: 0.4969, top5_acc: 0.7241, loss_cls: 2.2165, loss: 2.2165, grad_norm: 3.0989 2021-01-26 22:52:26,108 - mmaction - INFO - Epoch [189][580/2147] lr: 3.284e-02, eta: 2 days, 19:35:06, time: 1.781, data_time: 0.014, memory: 16628, top1_acc: 0.4777, top5_acc: 0.7205, loss_cls: 2.2540, loss: 2.2540, grad_norm: 3.1733 2021-01-26 22:52:56,376 - mmaction - INFO - Epoch [189][600/2147] lr: 3.284e-02, eta: 2 days, 19:34:31, time: 1.515, data_time: 0.009, memory: 16628, top1_acc: 0.4759, top5_acc: 0.7286, loss_cls: 2.2660, loss: 2.2660, grad_norm: 3.1882 2021-01-26 22:53:25,509 - mmaction - INFO - Epoch [189][620/2147] lr: 3.284e-02, eta: 2 days, 19:33:56, time: 1.454, data_time: 0.014, memory: 16628, top1_acc: 0.4920, top5_acc: 0.7321, loss_cls: 2.2319, loss: 2.2319, grad_norm: 3.1939 2021-01-26 22:53:57,017 - mmaction - INFO - Epoch [189][640/2147] lr: 3.284e-02, eta: 2 days, 19:33:22, time: 1.577, data_time: 0.008, memory: 16628, top1_acc: 0.4955, top5_acc: 0.7335, loss_cls: 2.2241, loss: 2.2241, grad_norm: 3.2050 2021-01-26 22:54:27,883 - mmaction - INFO - Epoch [189][660/2147] lr: 3.284e-02, eta: 2 days, 19:32:47, time: 1.543, data_time: 0.003, memory: 16628, top1_acc: 0.5138, top5_acc: 0.7473, loss_cls: 2.1506, loss: 2.1506, grad_norm: 3.2065 2021-01-26 22:54:59,955 - mmaction - INFO - Epoch [189][680/2147] lr: 3.284e-02, eta: 2 days, 19:32:13, time: 1.602, data_time: 0.004, memory: 16628, top1_acc: 0.5018, top5_acc: 0.7402, loss_cls: 2.1360, loss: 2.1360, grad_norm: 3.2236 2021-01-26 22:55:34,314 - mmaction - INFO - Epoch [189][700/2147] lr: 3.284e-02, eta: 2 days, 19:31:40, time: 1.716, data_time: 0.006, memory: 16628, top1_acc: 0.4960, top5_acc: 0.7317, loss_cls: 2.2308, loss: 2.2308, grad_norm: 3.1805 2021-01-26 22:56:06,616 - mmaction - INFO - Epoch [189][720/2147] lr: 3.284e-02, eta: 2 days, 19:31:06, time: 1.609, data_time: 0.009, memory: 16628, top1_acc: 0.4826, top5_acc: 0.7241, loss_cls: 2.2647, loss: 2.2647, grad_norm: 3.2205 2021-01-26 22:56:37,215 - mmaction - INFO - Epoch [189][740/2147] lr: 3.284e-02, eta: 2 days, 19:30:32, time: 1.532, data_time: 0.023, memory: 16628, top1_acc: 0.4790, top5_acc: 0.7286, loss_cls: 2.2071, loss: 2.2071, grad_norm: 3.2126 2021-01-26 22:57:10,512 - mmaction - INFO - Epoch [189][760/2147] lr: 3.284e-02, eta: 2 days, 19:29:58, time: 1.671, data_time: 0.031, memory: 16628, top1_acc: 0.4911, top5_acc: 0.7330, loss_cls: 2.2074, loss: 2.2074, grad_norm: 3.2112 2021-01-26 22:57:43,563 - mmaction - INFO - Epoch [189][780/2147] lr: 3.284e-02, eta: 2 days, 19:29:25, time: 1.639, data_time: 0.003, memory: 16628, top1_acc: 0.4723, top5_acc: 0.7183, loss_cls: 2.2821, loss: 2.2821, grad_norm: 3.1463 2021-01-26 22:58:12,756 - mmaction - INFO - Epoch [189][800/2147] lr: 3.284e-02, eta: 2 days, 19:28:50, time: 1.471, data_time: 0.017, memory: 16628, top1_acc: 0.4982, top5_acc: 0.7420, loss_cls: 2.1398, loss: 2.1398, grad_norm: 3.1252 2021-01-26 22:58:41,896 - mmaction - INFO - Epoch [189][820/2147] lr: 3.284e-02, eta: 2 days, 19:28:15, time: 1.453, data_time: 0.010, memory: 16628, top1_acc: 0.4826, top5_acc: 0.7196, loss_cls: 2.2719, loss: 2.2719, grad_norm: 3.1199 2021-01-26 22:59:13,934 - mmaction - INFO - Epoch [189][840/2147] lr: 3.284e-02, eta: 2 days, 19:27:41, time: 1.598, data_time: 0.011, memory: 16628, top1_acc: 0.5094, top5_acc: 0.7371, loss_cls: 2.1492, loss: 2.1492, grad_norm: 3.1266 2021-01-26 22:59:44,079 - mmaction - INFO - Epoch [189][860/2147] lr: 3.284e-02, eta: 2 days, 19:27:06, time: 1.516, data_time: 0.021, memory: 16628, top1_acc: 0.4991, top5_acc: 0.7362, loss_cls: 2.1648, loss: 2.1648, grad_norm: 3.1577 2021-01-26 23:00:16,875 - mmaction - INFO - Epoch [189][880/2147] lr: 3.284e-02, eta: 2 days, 19:26:32, time: 1.642, data_time: 0.004, memory: 16628, top1_acc: 0.4982, top5_acc: 0.7415, loss_cls: 2.1848, loss: 2.1848, grad_norm: 3.2584 2021-01-26 23:00:46,999 - mmaction - INFO - Epoch [189][900/2147] lr: 3.284e-02, eta: 2 days, 19:25:58, time: 1.504, data_time: 0.005, memory: 16628, top1_acc: 0.5107, top5_acc: 0.7411, loss_cls: 2.1355, loss: 2.1355, grad_norm: 3.1431 2021-01-26 23:01:15,673 - mmaction - INFO - Epoch [189][920/2147] lr: 3.284e-02, eta: 2 days, 19:25:23, time: 1.435, data_time: 0.005, memory: 16628, top1_acc: 0.4897, top5_acc: 0.7317, loss_cls: 2.2118, loss: 2.2118, grad_norm: 3.1661 2021-01-26 23:01:46,613 - mmaction - INFO - Epoch [189][940/2147] lr: 3.284e-02, eta: 2 days, 19:24:48, time: 1.548, data_time: 0.004, memory: 16628, top1_acc: 0.4920, top5_acc: 0.7134, loss_cls: 2.2698, loss: 2.2698, grad_norm: 3.2157 2021-01-26 23:02:24,618 - mmaction - INFO - Epoch [189][960/2147] lr: 3.284e-02, eta: 2 days, 19:24:16, time: 1.898, data_time: 0.121, memory: 16628, top1_acc: 0.5089, top5_acc: 0.7335, loss_cls: 2.1547, loss: 2.1547, grad_norm: 3.1274 2021-01-26 23:02:55,337 - mmaction - INFO - Epoch [189][980/2147] lr: 3.284e-02, eta: 2 days, 19:23:42, time: 1.503, data_time: 0.005, memory: 16628, top1_acc: 0.4866, top5_acc: 0.7379, loss_cls: 2.1987, loss: 2.1987, grad_norm: 3.1361 2021-01-26 23:03:26,323 - mmaction - INFO - Epoch [189][1000/2147] lr: 3.284e-02, eta: 2 days, 19:23:08, time: 1.585, data_time: 0.040, memory: 16628, top1_acc: 0.4973, top5_acc: 0.7335, loss_cls: 2.1793, loss: 2.1793, grad_norm: 3.1670 2021-01-26 23:03:55,897 - mmaction - INFO - Epoch [189][1020/2147] lr: 3.284e-02, eta: 2 days, 19:22:33, time: 1.479, data_time: 0.003, memory: 16628, top1_acc: 0.4933, top5_acc: 0.7433, loss_cls: 2.1440, loss: 2.1440, grad_norm: 3.2328 2021-01-26 23:04:24,977 - mmaction - INFO - Epoch [189][1040/2147] lr: 3.284e-02, eta: 2 days, 19:21:58, time: 1.451, data_time: 0.001, memory: 16628, top1_acc: 0.4911, top5_acc: 0.7241, loss_cls: 2.2548, loss: 2.2548, grad_norm: 3.2683 2021-01-26 23:04:56,845 - mmaction - INFO - Epoch [189][1060/2147] lr: 3.284e-02, eta: 2 days, 19:21:24, time: 1.595, data_time: 0.010, memory: 16628, top1_acc: 0.4946, top5_acc: 0.7339, loss_cls: 2.1750, loss: 2.1750, grad_norm: 3.1635 2021-01-26 23:05:25,855 - mmaction - INFO - Epoch [189][1080/2147] lr: 3.284e-02, eta: 2 days, 19:20:49, time: 1.451, data_time: 0.007, memory: 16628, top1_acc: 0.4799, top5_acc: 0.7183, loss_cls: 2.2654, loss: 2.2654, grad_norm: 3.1438 2021-01-26 23:05:55,074 - mmaction - INFO - Epoch [189][1100/2147] lr: 3.284e-02, eta: 2 days, 19:20:14, time: 1.461, data_time: 0.004, memory: 16628, top1_acc: 0.4888, top5_acc: 0.7263, loss_cls: 2.2333, loss: 2.2333, grad_norm: 3.1663 2021-01-26 23:06:26,575 - mmaction - INFO - Epoch [189][1120/2147] lr: 3.284e-02, eta: 2 days, 19:19:40, time: 1.576, data_time: 0.004, memory: 16628, top1_acc: 0.4964, top5_acc: 0.7344, loss_cls: 2.1898, loss: 2.1898, grad_norm: 3.1226 2021-01-26 23:07:03,190 - mmaction - INFO - Epoch [189][1140/2147] lr: 3.284e-02, eta: 2 days, 19:19:07, time: 1.830, data_time: 0.002, memory: 16628, top1_acc: 0.5089, top5_acc: 0.7411, loss_cls: 2.1778, loss: 2.1778, grad_norm: 3.1441 2021-01-26 23:07:32,063 - mmaction - INFO - Epoch [189][1160/2147] lr: 3.284e-02, eta: 2 days, 19:18:32, time: 1.443, data_time: 0.012, memory: 16628, top1_acc: 0.4915, top5_acc: 0.7147, loss_cls: 2.2917, loss: 2.2917, grad_norm: 3.1401 2021-01-26 23:08:12,767 - mmaction - INFO - Epoch [189][1180/2147] lr: 3.284e-02, eta: 2 days, 19:18:01, time: 2.028, data_time: 0.005, memory: 16628, top1_acc: 0.5018, top5_acc: 0.7393, loss_cls: 2.1563, loss: 2.1563, grad_norm: 3.1410 2021-01-26 23:08:41,861 - mmaction - INFO - Epoch [189][1200/2147] lr: 3.284e-02, eta: 2 days, 19:17:26, time: 1.463, data_time: 0.014, memory: 16628, top1_acc: 0.4848, top5_acc: 0.7348, loss_cls: 2.1687, loss: 2.1687, grad_norm: 3.2527 2021-01-26 23:09:13,375 - mmaction - INFO - Epoch [189][1220/2147] lr: 3.284e-02, eta: 2 days, 19:16:52, time: 1.572, data_time: 0.005, memory: 16628, top1_acc: 0.4969, top5_acc: 0.7344, loss_cls: 2.1640, loss: 2.1640, grad_norm: 3.2580 2021-01-26 23:09:42,800 - mmaction - INFO - Epoch [189][1240/2147] lr: 3.284e-02, eta: 2 days, 19:16:17, time: 1.474, data_time: 0.009, memory: 16628, top1_acc: 0.4795, top5_acc: 0.7219, loss_cls: 2.2719, loss: 2.2719, grad_norm: 3.3117 2021-01-26 23:10:18,619 - mmaction - INFO - Epoch [189][1260/2147] lr: 3.284e-02, eta: 2 days, 19:15:45, time: 1.791, data_time: 0.006, memory: 16628, top1_acc: 0.4964, top5_acc: 0.7518, loss_cls: 2.1595, loss: 2.1595, grad_norm: 3.1526 2021-01-26 23:10:49,447 - mmaction - INFO - Epoch [189][1280/2147] lr: 3.284e-02, eta: 2 days, 19:15:10, time: 1.538, data_time: 0.012, memory: 16628, top1_acc: 0.4772, top5_acc: 0.7201, loss_cls: 2.2805, loss: 2.2805, grad_norm: 3.2548 2021-01-26 23:11:27,403 - mmaction - INFO - Epoch [189][1300/2147] lr: 3.284e-02, eta: 2 days, 19:14:38, time: 1.893, data_time: 0.011, memory: 16628, top1_acc: 0.4853, top5_acc: 0.7161, loss_cls: 2.2441, loss: 2.2441, grad_norm: 3.2054 2021-01-26 23:12:06,315 - mmaction - INFO - Epoch [189][1320/2147] lr: 3.284e-02, eta: 2 days, 19:14:07, time: 1.956, data_time: 0.020, memory: 16628, top1_acc: 0.5031, top5_acc: 0.7344, loss_cls: 2.1422, loss: 2.1422, grad_norm: 3.1391 2021-01-26 23:12:37,365 - mmaction - INFO - Epoch [189][1340/2147] lr: 3.284e-02, eta: 2 days, 19:13:32, time: 1.551, data_time: 0.005, memory: 16628, top1_acc: 0.4973, top5_acc: 0.7353, loss_cls: 2.1499, loss: 2.1499, grad_norm: 3.2191 2021-01-26 23:13:10,753 - mmaction - INFO - Epoch [189][1360/2147] lr: 3.284e-02, eta: 2 days, 19:12:59, time: 1.669, data_time: 0.005, memory: 16628, top1_acc: 0.4969, top5_acc: 0.7317, loss_cls: 2.2063, loss: 2.2063, grad_norm: 3.2039 2021-01-26 23:13:39,897 - mmaction - INFO - Epoch [189][1380/2147] lr: 3.284e-02, eta: 2 days, 19:12:24, time: 1.459, data_time: 0.004, memory: 16628, top1_acc: 0.5013, top5_acc: 0.7232, loss_cls: 2.2389, loss: 2.2389, grad_norm: 3.2139 2021-01-26 23:14:09,405 - mmaction - INFO - Epoch [189][1400/2147] lr: 3.284e-02, eta: 2 days, 19:11:49, time: 1.473, data_time: 0.004, memory: 16628, top1_acc: 0.4929, top5_acc: 0.7290, loss_cls: 2.2134, loss: 2.2134, grad_norm: 3.2403 2021-01-26 23:14:38,706 - mmaction - INFO - Epoch [189][1420/2147] lr: 3.284e-02, eta: 2 days, 19:11:14, time: 1.462, data_time: 0.005, memory: 16628, top1_acc: 0.4839, top5_acc: 0.7250, loss_cls: 2.2475, loss: 2.2475, grad_norm: 3.2698 2021-01-26 23:15:13,129 - mmaction - INFO - Epoch [189][1440/2147] lr: 3.284e-02, eta: 2 days, 19:10:41, time: 1.720, data_time: 0.010, memory: 16628, top1_acc: 0.4996, top5_acc: 0.7272, loss_cls: 2.1856, loss: 2.1856, grad_norm: 3.2196 2021-01-26 23:15:45,024 - mmaction - INFO - Epoch [189][1460/2147] lr: 3.284e-02, eta: 2 days, 19:10:07, time: 1.591, data_time: 0.021, memory: 16628, top1_acc: 0.4804, top5_acc: 0.7286, loss_cls: 2.2334, loss: 2.2334, grad_norm: 3.2759 2021-01-26 23:16:23,495 - mmaction - INFO - Epoch [189][1480/2147] lr: 3.284e-02, eta: 2 days, 19:09:35, time: 1.935, data_time: 0.032, memory: 16628, top1_acc: 0.4835, top5_acc: 0.7254, loss_cls: 2.2774, loss: 2.2774, grad_norm: 3.3156 2021-01-26 23:17:12,010 - mmaction - INFO - Epoch [189][1500/2147] lr: 3.284e-02, eta: 2 days, 19:09:07, time: 2.416, data_time: 0.030, memory: 16628, top1_acc: 0.4969, top5_acc: 0.7272, loss_cls: 2.2155, loss: 2.2155, grad_norm: 3.1582 2021-01-26 23:17:40,904 - mmaction - INFO - Epoch [189][1520/2147] lr: 3.284e-02, eta: 2 days, 19:08:32, time: 1.450, data_time: 0.013, memory: 16628, top1_acc: 0.5004, top5_acc: 0.7210, loss_cls: 2.2502, loss: 2.2502, grad_norm: 3.2303 2021-01-26 23:18:20,223 - mmaction - INFO - Epoch [189][1540/2147] lr: 3.284e-02, eta: 2 days, 19:08:01, time: 1.966, data_time: 0.010, memory: 16628, top1_acc: 0.5058, top5_acc: 0.7406, loss_cls: 2.1457, loss: 2.1457, grad_norm: 3.2215 2021-01-26 23:18:58,378 - mmaction - INFO - Epoch [189][1560/2147] lr: 3.284e-02, eta: 2 days, 19:07:29, time: 1.903, data_time: 0.008, memory: 16628, top1_acc: 0.4732, top5_acc: 0.7076, loss_cls: 2.2940, loss: 2.2940, grad_norm: 3.2185 2021-01-26 23:19:30,762 - mmaction - INFO - Epoch [189][1580/2147] lr: 3.284e-02, eta: 2 days, 19:06:55, time: 1.626, data_time: 0.015, memory: 16628, top1_acc: 0.4871, top5_acc: 0.7308, loss_cls: 2.2221, loss: 2.2221, grad_norm: 3.0930 2021-01-26 23:20:00,324 - mmaction - INFO - Epoch [189][1600/2147] lr: 3.284e-02, eta: 2 days, 19:06:20, time: 1.479, data_time: 0.006, memory: 16628, top1_acc: 0.5116, top5_acc: 0.7402, loss_cls: 2.1943, loss: 2.1943, grad_norm: 3.1190 2021-01-26 23:20:31,888 - mmaction - INFO - Epoch [189][1620/2147] lr: 3.284e-02, eta: 2 days, 19:05:46, time: 1.580, data_time: 0.003, memory: 16628, top1_acc: 0.4946, top5_acc: 0.7375, loss_cls: 2.1886, loss: 2.1886, grad_norm: 3.1850 2021-01-26 23:21:03,053 - mmaction - INFO - Epoch [189][1640/2147] lr: 3.284e-02, eta: 2 days, 19:05:12, time: 1.553, data_time: 0.005, memory: 16628, top1_acc: 0.5071, top5_acc: 0.7545, loss_cls: 2.1142, loss: 2.1142, grad_norm: 3.2049 2021-01-26 23:21:34,128 - mmaction - INFO - Epoch [189][1660/2147] lr: 3.284e-02, eta: 2 days, 19:04:38, time: 1.555, data_time: 0.006, memory: 16628, top1_acc: 0.4946, top5_acc: 0.7223, loss_cls: 2.2152, loss: 2.2152, grad_norm: 3.1136 2021-01-26 23:22:04,853 - mmaction - INFO - Epoch [189][1680/2147] lr: 3.284e-02, eta: 2 days, 19:04:03, time: 1.539, data_time: 0.066, memory: 16628, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.2343, loss: 2.2343, grad_norm: 3.1741 2021-01-26 23:22:35,681 - mmaction - INFO - Epoch [189][1700/2147] lr: 3.284e-02, eta: 2 days, 19:03:29, time: 1.540, data_time: 0.017, memory: 16628, top1_acc: 0.4790, top5_acc: 0.7054, loss_cls: 2.2989, loss: 2.2989, grad_norm: 3.1580 2021-01-26 23:23:16,790 - mmaction - INFO - Epoch [189][1720/2147] lr: 3.284e-02, eta: 2 days, 19:02:58, time: 2.042, data_time: 0.006, memory: 16628, top1_acc: 0.4853, top5_acc: 0.7196, loss_cls: 2.2720, loss: 2.2720, grad_norm: 3.1925 2021-01-26 23:23:45,563 - mmaction - INFO - Epoch [189][1740/2147] lr: 3.284e-02, eta: 2 days, 19:02:23, time: 1.454, data_time: 0.025, memory: 16628, top1_acc: 0.4746, top5_acc: 0.7192, loss_cls: 2.2964, loss: 2.2964, grad_norm: 3.2535 2021-01-26 23:24:14,711 - mmaction - INFO - Epoch [189][1760/2147] lr: 3.284e-02, eta: 2 days, 19:01:48, time: 1.455, data_time: 0.003, memory: 16628, top1_acc: 0.4844, top5_acc: 0.7348, loss_cls: 2.2281, loss: 2.2281, grad_norm: 3.2467 2021-01-26 23:24:43,947 - mmaction - INFO - Epoch [189][1780/2147] lr: 3.284e-02, eta: 2 days, 19:01:13, time: 1.464, data_time: 0.004, memory: 16628, top1_acc: 0.5067, top5_acc: 0.7344, loss_cls: 2.1772, loss: 2.1772, grad_norm: 3.1718 2021-01-26 23:25:14,844 - mmaction - INFO - Epoch [189][1800/2147] lr: 3.284e-02, eta: 2 days, 19:00:39, time: 1.545, data_time: 0.005, memory: 16628, top1_acc: 0.4768, top5_acc: 0.7228, loss_cls: 2.2851, loss: 2.2851, grad_norm: 3.2197 2021-01-26 23:25:47,226 - mmaction - INFO - Epoch [189][1820/2147] lr: 3.284e-02, eta: 2 days, 19:00:05, time: 1.617, data_time: 0.001, memory: 16628, top1_acc: 0.4804, top5_acc: 0.7241, loss_cls: 2.2559, loss: 2.2559, grad_norm: 3.1883 2021-01-26 23:26:21,203 - mmaction - INFO - Epoch [189][1840/2147] lr: 3.284e-02, eta: 2 days, 18:59:31, time: 1.700, data_time: 0.004, memory: 16628, top1_acc: 0.4879, top5_acc: 0.7174, loss_cls: 2.2556, loss: 2.2556, grad_norm: 3.1891 2021-01-26 23:26:59,362 - mmaction - INFO - Epoch [189][1860/2147] lr: 3.284e-02, eta: 2 days, 18:59:00, time: 1.895, data_time: 0.006, memory: 16628, top1_acc: 0.4848, top5_acc: 0.7335, loss_cls: 2.2046, loss: 2.2046, grad_norm: 3.1934 2021-01-26 23:27:30,358 - mmaction - INFO - Epoch [189][1880/2147] lr: 3.284e-02, eta: 2 days, 18:58:25, time: 1.559, data_time: 0.035, memory: 16628, top1_acc: 0.5009, top5_acc: 0.7362, loss_cls: 2.1961, loss: 2.1961, grad_norm: 3.2129 2021-01-26 23:28:00,482 - mmaction - INFO - Epoch [189][1900/2147] lr: 3.284e-02, eta: 2 days, 18:57:51, time: 1.504, data_time: 0.009, memory: 16628, top1_acc: 0.4821, top5_acc: 0.7317, loss_cls: 2.2280, loss: 2.2280, grad_norm: 3.2243 2021-01-26 23:28:35,245 - mmaction - INFO - Epoch [189][1920/2147] lr: 3.284e-02, eta: 2 days, 18:57:18, time: 1.743, data_time: 0.015, memory: 16628, top1_acc: 0.5022, top5_acc: 0.7362, loss_cls: 2.1869, loss: 2.1869, grad_norm: 3.1200 2021-01-26 23:29:05,058 - mmaction - INFO - Epoch [189][1940/2147] lr: 3.284e-02, eta: 2 days, 18:56:43, time: 1.490, data_time: 0.006, memory: 16628, top1_acc: 0.4812, top5_acc: 0.7201, loss_cls: 2.2760, loss: 2.2760, grad_norm: 3.2022 2021-01-26 23:29:35,054 - mmaction - INFO - Epoch [189][1960/2147] lr: 3.284e-02, eta: 2 days, 18:56:08, time: 1.499, data_time: 0.012, memory: 16628, top1_acc: 0.4665, top5_acc: 0.7165, loss_cls: 2.3393, loss: 2.3393, grad_norm: 3.2060 2021-01-26 23:30:06,932 - mmaction - INFO - Epoch [189][1980/2147] lr: 3.284e-02, eta: 2 days, 18:55:34, time: 1.595, data_time: 0.007, memory: 16628, top1_acc: 0.4866, top5_acc: 0.7196, loss_cls: 2.2415, loss: 2.2415, grad_norm: 3.1153 2021-01-26 23:30:37,269 - mmaction - INFO - Epoch [189][2000/2147] lr: 3.284e-02, eta: 2 days, 18:55:00, time: 1.515, data_time: 0.009, memory: 16628, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.2283, loss: 2.2283, grad_norm: 3.1139 2021-01-26 23:31:11,455 - mmaction - INFO - Epoch [189][2020/2147] lr: 3.284e-02, eta: 2 days, 18:54:26, time: 1.707, data_time: 0.009, memory: 16628, top1_acc: 0.4897, top5_acc: 0.7272, loss_cls: 2.2474, loss: 2.2474, grad_norm: 3.1377 2021-01-26 23:31:46,859 - mmaction - INFO - Epoch [189][2040/2147] lr: 3.284e-02, eta: 2 days, 18:53:54, time: 1.765, data_time: 0.012, memory: 16628, top1_acc: 0.4969, top5_acc: 0.7339, loss_cls: 2.2051, loss: 2.2051, grad_norm: 3.0907 2021-01-26 23:32:28,190 - mmaction - INFO - Epoch [189][2060/2147] lr: 3.284e-02, eta: 2 days, 18:53:23, time: 2.074, data_time: 0.031, memory: 16628, top1_acc: 0.4920, top5_acc: 0.7237, loss_cls: 2.2204, loss: 2.2204, grad_norm: 3.1903 2021-01-26 23:32:58,206 - mmaction - INFO - Epoch [189][2080/2147] lr: 3.284e-02, eta: 2 days, 18:52:48, time: 1.499, data_time: 0.005, memory: 16628, top1_acc: 0.5004, top5_acc: 0.7295, loss_cls: 2.2012, loss: 2.2012, grad_norm: 3.2754 2021-01-26 23:33:29,888 - mmaction - INFO - Epoch [189][2100/2147] lr: 3.284e-02, eta: 2 days, 18:52:14, time: 1.577, data_time: 0.008, memory: 16628, top1_acc: 0.5009, top5_acc: 0.7321, loss_cls: 2.2080, loss: 2.2080, grad_norm: 3.2190 2021-01-26 23:34:01,470 - mmaction - INFO - Epoch [189][2120/2147] lr: 3.284e-02, eta: 2 days, 18:51:40, time: 1.591, data_time: 0.022, memory: 16628, top1_acc: 0.4955, top5_acc: 0.7210, loss_cls: 2.2323, loss: 2.2323, grad_norm: 3.2419 2021-01-26 23:34:33,572 - mmaction - INFO - Epoch [189][2140/2147] lr: 3.284e-02, eta: 2 days, 18:51:06, time: 1.605, data_time: 0.003, memory: 16628, top1_acc: 0.4853, top5_acc: 0.7277, loss_cls: 2.2636, loss: 2.2636, grad_norm: 3.2241 2021-01-26 23:41:34,956 - mmaction - INFO - Epoch [190][20/2147] lr: 3.194e-02, eta: 2 days, 18:52:23, time: 19.431, data_time: 17.551, memory: 16628, top1_acc: 0.4964, top5_acc: 0.7366, loss_cls: 2.1976, loss: 2.1976, grad_norm: 3.2066 2021-01-26 23:42:14,027 - mmaction - INFO - Epoch [190][40/2147] lr: 3.194e-02, eta: 2 days, 18:51:52, time: 2.072, data_time: 0.123, memory: 16628, top1_acc: 0.5067, top5_acc: 0.7268, loss_cls: 2.1349, loss: 2.1349, grad_norm: 3.1588 2021-01-26 23:42:43,268 - mmaction - INFO - Epoch [190][60/2147] lr: 3.194e-02, eta: 2 days, 18:51:17, time: 1.460, data_time: 0.008, memory: 16628, top1_acc: 0.4987, top5_acc: 0.7326, loss_cls: 2.1433, loss: 2.1433, grad_norm: 3.1014 2021-01-26 23:43:19,487 - mmaction - INFO - Epoch [190][80/2147] lr: 3.194e-02, eta: 2 days, 18:50:45, time: 1.810, data_time: 0.009, memory: 16628, top1_acc: 0.5277, top5_acc: 0.7451, loss_cls: 2.0733, loss: 2.0733, grad_norm: 3.0817 2021-01-26 23:43:49,686 - mmaction - INFO - Epoch [190][100/2147] lr: 3.194e-02, eta: 2 days, 18:50:10, time: 1.507, data_time: 0.009, memory: 16628, top1_acc: 0.4969, top5_acc: 0.7344, loss_cls: 2.2112, loss: 2.2112, grad_norm: 3.2180 2021-01-26 23:44:18,539 - mmaction - INFO - Epoch [190][120/2147] lr: 3.194e-02, eta: 2 days, 18:49:35, time: 1.447, data_time: 0.009, memory: 16628, top1_acc: 0.4830, top5_acc: 0.7295, loss_cls: 2.2616, loss: 2.2616, grad_norm: 3.3353 2021-01-26 23:44:49,754 - mmaction - INFO - Epoch [190][140/2147] lr: 3.194e-02, eta: 2 days, 18:49:01, time: 1.562, data_time: 0.008, memory: 16628, top1_acc: 0.5067, top5_acc: 0.7317, loss_cls: 2.2165, loss: 2.2165, grad_norm: 3.2365 2021-01-26 23:45:19,263 - mmaction - INFO - Epoch [190][160/2147] lr: 3.194e-02, eta: 2 days, 18:48:26, time: 1.469, data_time: 0.004, memory: 16628, top1_acc: 0.4955, top5_acc: 0.7263, loss_cls: 2.2069, loss: 2.2069, grad_norm: 3.1766 2021-01-26 23:45:48,327 - mmaction - INFO - Epoch [190][180/2147] lr: 3.194e-02, eta: 2 days, 18:47:51, time: 1.459, data_time: 0.015, memory: 16628, top1_acc: 0.5027, top5_acc: 0.7339, loss_cls: 2.1601, loss: 2.1601, grad_norm: 3.2512 2021-01-26 23:46:23,791 - mmaction - INFO - Epoch [190][200/2147] lr: 3.194e-02, eta: 2 days, 18:47:18, time: 1.771, data_time: 0.008, memory: 16628, top1_acc: 0.5188, top5_acc: 0.7518, loss_cls: 2.1163, loss: 2.1163, grad_norm: 3.2526 2021-01-26 23:47:07,605 - mmaction - INFO - Epoch [190][220/2147] lr: 3.194e-02, eta: 2 days, 18:46:48, time: 2.195, data_time: 0.094, memory: 16628, top1_acc: 0.4929, top5_acc: 0.7469, loss_cls: 2.1534, loss: 2.1534, grad_norm: 3.2422 2021-01-26 23:47:36,678 - mmaction - INFO - Epoch [190][240/2147] lr: 3.194e-02, eta: 2 days, 18:46:13, time: 1.452, data_time: 0.003, memory: 16628, top1_acc: 0.5022, top5_acc: 0.7388, loss_cls: 2.1812, loss: 2.1812, grad_norm: 3.2624 2021-01-26 23:48:14,013 - mmaction - INFO - Epoch [190][260/2147] lr: 3.194e-02, eta: 2 days, 18:45:41, time: 1.867, data_time: 0.004, memory: 16628, top1_acc: 0.4920, top5_acc: 0.7406, loss_cls: 2.1519, loss: 2.1519, grad_norm: 3.1644 2021-01-26 23:48:44,833 - mmaction - INFO - Epoch [190][280/2147] lr: 3.194e-02, eta: 2 days, 18:45:06, time: 1.540, data_time: 0.005, memory: 16628, top1_acc: 0.5013, top5_acc: 0.7321, loss_cls: 2.1688, loss: 2.1688, grad_norm: 3.2047 2021-01-26 23:49:20,355 - mmaction - INFO - Epoch [190][300/2147] lr: 3.194e-02, eta: 2 days, 18:44:34, time: 1.778, data_time: 0.009, memory: 16628, top1_acc: 0.5067, top5_acc: 0.7446, loss_cls: 2.1215, loss: 2.1215, grad_norm: 3.1642 2021-01-26 23:49:55,692 - mmaction - INFO - Epoch [190][320/2147] lr: 3.194e-02, eta: 2 days, 18:44:01, time: 1.762, data_time: 0.004, memory: 16628, top1_acc: 0.5036, top5_acc: 0.7375, loss_cls: 2.1777, loss: 2.1777, grad_norm: 3.2033 2021-01-26 23:50:28,299 - mmaction - INFO - Epoch [190][340/2147] lr: 3.194e-02, eta: 2 days, 18:43:27, time: 1.626, data_time: 0.008, memory: 16628, top1_acc: 0.4853, top5_acc: 0.7304, loss_cls: 2.2326, loss: 2.2326, grad_norm: 3.2804 2021-01-26 23:50:59,136 - mmaction - INFO - Epoch [190][360/2147] lr: 3.194e-02, eta: 2 days, 18:42:53, time: 1.550, data_time: 0.012, memory: 16628, top1_acc: 0.4991, top5_acc: 0.7442, loss_cls: 2.1584, loss: 2.1584, grad_norm: 3.2074 2021-01-26 23:51:31,250 - mmaction - INFO - Epoch [190][380/2147] lr: 3.194e-02, eta: 2 days, 18:42:19, time: 1.603, data_time: 0.006, memory: 16628, top1_acc: 0.4964, top5_acc: 0.7272, loss_cls: 2.2176, loss: 2.2176, grad_norm: 3.2649 2021-01-26 23:52:02,409 - mmaction - INFO - Epoch [190][400/2147] lr: 3.194e-02, eta: 2 days, 18:41:44, time: 1.560, data_time: 0.008, memory: 16628, top1_acc: 0.4996, top5_acc: 0.7460, loss_cls: 2.1712, loss: 2.1712, grad_norm: 3.2479 2021-01-26 23:52:34,004 - mmaction - INFO - Epoch [190][420/2147] lr: 3.194e-02, eta: 2 days, 18:41:10, time: 1.582, data_time: 0.004, memory: 16628, top1_acc: 0.5036, top5_acc: 0.7402, loss_cls: 2.1961, loss: 2.1961, grad_norm: 3.2604 2021-01-26 23:53:06,899 - mmaction - INFO - Epoch [190][440/2147] lr: 3.194e-02, eta: 2 days, 18:40:37, time: 1.644, data_time: 0.002, memory: 16628, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 2.1571, loss: 2.1571, grad_norm: 3.2751 2021-01-26 23:53:38,812 - mmaction - INFO - Epoch [190][460/2147] lr: 3.194e-02, eta: 2 days, 18:40:03, time: 1.596, data_time: 0.003, memory: 16628, top1_acc: 0.4777, top5_acc: 0.7295, loss_cls: 2.2531, loss: 2.2531, grad_norm: 3.2769 2021-01-26 23:54:13,055 - mmaction - INFO - Epoch [190][480/2147] lr: 3.194e-02, eta: 2 days, 18:39:29, time: 1.708, data_time: 0.008, memory: 16628, top1_acc: 0.5054, top5_acc: 0.7487, loss_cls: 2.1599, loss: 2.1599, grad_norm: 3.2395 2021-01-26 23:54:44,769 - mmaction - INFO - Epoch [190][500/2147] lr: 3.194e-02, eta: 2 days, 18:38:55, time: 1.587, data_time: 0.008, memory: 16628, top1_acc: 0.5152, top5_acc: 0.7402, loss_cls: 2.0900, loss: 2.0900, grad_norm: 3.1860 2021-01-26 23:55:14,083 - mmaction - INFO - Epoch [190][520/2147] lr: 3.194e-02, eta: 2 days, 18:38:20, time: 1.469, data_time: 0.004, memory: 16628, top1_acc: 0.4804, top5_acc: 0.7183, loss_cls: 2.3084, loss: 2.3084, grad_norm: 3.3221 2021-01-26 23:55:43,430 - mmaction - INFO - Epoch [190][540/2147] lr: 3.194e-02, eta: 2 days, 18:37:45, time: 1.460, data_time: 0.002, memory: 16628, top1_acc: 0.4996, top5_acc: 0.7254, loss_cls: 2.2178, loss: 2.2178, grad_norm: 3.2360 2021-01-26 23:56:17,190 - mmaction - INFO - Epoch [190][560/2147] lr: 3.194e-02, eta: 2 days, 18:37:12, time: 1.693, data_time: 0.014, memory: 16628, top1_acc: 0.4937, top5_acc: 0.7402, loss_cls: 2.1757, loss: 2.1757, grad_norm: 3.2273 2021-01-26 23:56:55,733 - mmaction - INFO - Epoch [190][580/2147] lr: 3.194e-02, eta: 2 days, 18:36:40, time: 1.923, data_time: 0.079, memory: 16628, top1_acc: 0.5022, top5_acc: 0.7379, loss_cls: 2.1700, loss: 2.1700, grad_norm: 3.1735 2021-01-26 23:57:24,624 - mmaction - INFO - Epoch [190][600/2147] lr: 3.194e-02, eta: 2 days, 18:36:05, time: 1.448, data_time: 0.009, memory: 16628, top1_acc: 0.4955, top5_acc: 0.7348, loss_cls: 2.1810, loss: 2.1810, grad_norm: 3.1683 2021-01-26 23:57:53,935 - mmaction - INFO - Epoch [190][620/2147] lr: 3.194e-02, eta: 2 days, 18:35:30, time: 1.465, data_time: 0.006, memory: 16628, top1_acc: 0.5143, top5_acc: 0.7406, loss_cls: 2.1276, loss: 2.1276, grad_norm: 3.1810 2021-01-26 23:58:26,837 - mmaction - INFO - Epoch [190][640/2147] lr: 3.194e-02, eta: 2 days, 18:34:57, time: 1.646, data_time: 0.164, memory: 16628, top1_acc: 0.4848, top5_acc: 0.7263, loss_cls: 2.2335, loss: 2.2335, grad_norm: 3.1810 2021-01-26 23:59:11,671 - mmaction - INFO - Epoch [190][660/2147] lr: 3.194e-02, eta: 2 days, 18:34:27, time: 2.208, data_time: 0.005, memory: 16628, top1_acc: 0.4915, top5_acc: 0.7375, loss_cls: 2.2025, loss: 2.2025, grad_norm: 3.2900 2021-01-26 23:59:54,942 - mmaction - INFO - Epoch [190][680/2147] lr: 3.194e-02, eta: 2 days, 18:33:57, time: 2.197, data_time: 0.041, memory: 16628, top1_acc: 0.4897, top5_acc: 0.7406, loss_cls: 2.1961, loss: 2.1961, grad_norm: 3.2878 2021-01-27 00:00:35,827 - mmaction - INFO - Epoch [190][700/2147] lr: 3.194e-02, eta: 2 days, 18:33:26, time: 2.042, data_time: 0.005, memory: 16628, top1_acc: 0.5009, top5_acc: 0.7295, loss_cls: 2.2040, loss: 2.2040, grad_norm: 3.2438 2021-01-27 00:01:09,544 - mmaction - INFO - Epoch [190][720/2147] lr: 3.194e-02, eta: 2 days, 18:32:53, time: 1.689, data_time: 0.011, memory: 16628, top1_acc: 0.5228, top5_acc: 0.7545, loss_cls: 2.1073, loss: 2.1073, grad_norm: 3.2724 2021-01-27 00:01:43,749 - mmaction - INFO - Epoch [190][740/2147] lr: 3.194e-02, eta: 2 days, 18:32:19, time: 1.687, data_time: 0.003, memory: 16628, top1_acc: 0.5179, top5_acc: 0.7406, loss_cls: 2.1516, loss: 2.1516, grad_norm: 3.2217 2021-01-27 00:02:16,776 - mmaction - INFO - Epoch [190][760/2147] lr: 3.194e-02, eta: 2 days, 18:31:46, time: 1.672, data_time: 0.026, memory: 16628, top1_acc: 0.5036, top5_acc: 0.7281, loss_cls: 2.1895, loss: 2.1895, grad_norm: 3.2537 2021-01-27 00:02:48,705 - mmaction - INFO - Epoch [190][780/2147] lr: 3.194e-02, eta: 2 days, 18:31:12, time: 1.599, data_time: 0.004, memory: 16628, top1_acc: 0.4848, top5_acc: 0.7308, loss_cls: 2.2389, loss: 2.2389, grad_norm: 3.3064 2021-01-27 00:03:25,178 - mmaction - INFO - Epoch [190][800/2147] lr: 3.194e-02, eta: 2 days, 18:30:40, time: 1.812, data_time: 0.009, memory: 16628, top1_acc: 0.5022, top5_acc: 0.7500, loss_cls: 2.1371, loss: 2.1371, grad_norm: 3.2748 2021-01-27 00:03:53,749 - mmaction - INFO - Epoch [190][820/2147] lr: 3.194e-02, eta: 2 days, 18:30:04, time: 1.439, data_time: 0.014, memory: 16628, top1_acc: 0.5036, top5_acc: 0.7397, loss_cls: 2.1807, loss: 2.1807, grad_norm: 3.2173 2021-01-27 00:04:28,395 - mmaction - INFO - Epoch [190][840/2147] lr: 3.194e-02, eta: 2 days, 18:29:31, time: 1.725, data_time: 0.004, memory: 16628, top1_acc: 0.4674, top5_acc: 0.7085, loss_cls: 2.2697, loss: 2.2697, grad_norm: 3.2458 2021-01-27 00:04:57,189 - mmaction - INFO - Epoch [190][860/2147] lr: 3.194e-02, eta: 2 days, 18:28:56, time: 1.447, data_time: 0.015, memory: 16628, top1_acc: 0.5080, top5_acc: 0.7317, loss_cls: 2.1609, loss: 2.1609, grad_norm: 3.1636 2021-01-27 00:05:29,159 - mmaction - INFO - Epoch [190][880/2147] lr: 3.194e-02, eta: 2 days, 18:28:22, time: 1.598, data_time: 0.010, memory: 16628, top1_acc: 0.4982, top5_acc: 0.7241, loss_cls: 2.2347, loss: 2.2347, grad_norm: 3.2319 2021-01-27 00:05:58,235 - mmaction - INFO - Epoch [190][900/2147] lr: 3.194e-02, eta: 2 days, 18:27:47, time: 1.454, data_time: 0.004, memory: 16628, top1_acc: 0.5027, top5_acc: 0.7272, loss_cls: 2.2218, loss: 2.2218, grad_norm: 3.1654 2021-01-27 00:06:27,660 - mmaction - INFO - Epoch [190][920/2147] lr: 3.194e-02, eta: 2 days, 18:27:12, time: 1.466, data_time: 0.003, memory: 16628, top1_acc: 0.4946, top5_acc: 0.7464, loss_cls: 2.1734, loss: 2.1734, grad_norm: 3.2735 2021-01-27 00:07:12,524 - mmaction - INFO - Epoch [190][940/2147] lr: 3.194e-02, eta: 2 days, 18:26:43, time: 2.245, data_time: 0.009, memory: 16628, top1_acc: 0.4915, top5_acc: 0.7286, loss_cls: 2.2592, loss: 2.2592, grad_norm: 3.1712 2021-01-27 00:07:48,612 - mmaction - INFO - Epoch [190][960/2147] lr: 3.194e-02, eta: 2 days, 18:26:10, time: 1.806, data_time: 0.023, memory: 16628, top1_acc: 0.5022, top5_acc: 0.7424, loss_cls: 2.1433, loss: 2.1433, grad_norm: 3.1367 2021-01-27 00:08:19,509 - mmaction - INFO - Epoch [190][980/2147] lr: 3.194e-02, eta: 2 days, 18:25:36, time: 1.550, data_time: 0.014, memory: 16628, top1_acc: 0.4915, top5_acc: 0.7308, loss_cls: 2.2146, loss: 2.2146, grad_norm: 3.2243 2021-01-27 00:08:52,888 - mmaction - INFO - Epoch [190][1000/2147] lr: 3.194e-02, eta: 2 days, 18:25:02, time: 1.661, data_time: 0.002, memory: 16628, top1_acc: 0.4924, top5_acc: 0.7272, loss_cls: 2.2241, loss: 2.2241, grad_norm: 3.1990 2021-01-27 00:09:23,371 - mmaction - INFO - Epoch [190][1020/2147] lr: 3.194e-02, eta: 2 days, 18:24:28, time: 1.531, data_time: 0.016, memory: 16628, top1_acc: 0.5058, top5_acc: 0.7393, loss_cls: 2.1336, loss: 2.1336, grad_norm: 3.1925 2021-01-27 00:09:54,457 - mmaction - INFO - Epoch [190][1040/2147] lr: 3.194e-02, eta: 2 days, 18:23:53, time: 1.549, data_time: 0.013, memory: 16628, top1_acc: 0.4924, top5_acc: 0.7277, loss_cls: 2.2383, loss: 2.2383, grad_norm: 3.2908 2021-01-27 00:10:26,230 - mmaction - INFO - Epoch [190][1060/2147] lr: 3.194e-02, eta: 2 days, 18:23:19, time: 1.596, data_time: 0.011, memory: 16628, top1_acc: 0.4826, top5_acc: 0.7290, loss_cls: 2.2239, loss: 2.2239, grad_norm: 3.2747 2021-01-27 00:10:54,852 - mmaction - INFO - Epoch [190][1080/2147] lr: 3.194e-02, eta: 2 days, 18:22:44, time: 1.429, data_time: 0.002, memory: 16628, top1_acc: 0.5085, top5_acc: 0.7500, loss_cls: 2.1284, loss: 2.1284, grad_norm: 3.1714 2021-01-27 00:11:27,462 - mmaction - INFO - Epoch [190][1100/2147] lr: 3.194e-02, eta: 2 days, 18:22:10, time: 1.627, data_time: 0.008, memory: 16628, top1_acc: 0.4915, top5_acc: 0.7384, loss_cls: 2.1710, loss: 2.1710, grad_norm: 3.2224 2021-01-27 00:12:14,072 - mmaction - INFO - Epoch [190][1120/2147] lr: 3.194e-02, eta: 2 days, 18:21:42, time: 2.326, data_time: 0.133, memory: 16628, top1_acc: 0.5098, top5_acc: 0.7513, loss_cls: 2.1153, loss: 2.1153, grad_norm: 3.1835 2021-01-27 00:12:51,413 - mmaction - INFO - Epoch [190][1140/2147] lr: 3.194e-02, eta: 2 days, 18:21:09, time: 1.872, data_time: 0.015, memory: 16628, top1_acc: 0.5040, top5_acc: 0.7362, loss_cls: 2.1586, loss: 2.1586, grad_norm: 3.2376 2021-01-27 00:13:20,843 - mmaction - INFO - Epoch [190][1160/2147] lr: 3.194e-02, eta: 2 days, 18:20:35, time: 1.476, data_time: 0.007, memory: 16628, top1_acc: 0.4763, top5_acc: 0.7089, loss_cls: 2.2972, loss: 2.2972, grad_norm: 3.2736 2021-01-27 00:13:49,533 - mmaction - INFO - Epoch [190][1180/2147] lr: 3.194e-02, eta: 2 days, 18:19:59, time: 1.435, data_time: 0.003, memory: 16628, top1_acc: 0.4920, top5_acc: 0.7344, loss_cls: 2.2204, loss: 2.2204, grad_norm: 3.1865 2021-01-27 00:14:18,435 - mmaction - INFO - Epoch [190][1200/2147] lr: 3.194e-02, eta: 2 days, 18:19:24, time: 1.444, data_time: 0.004, memory: 16628, top1_acc: 0.4781, top5_acc: 0.7170, loss_cls: 2.2610, loss: 2.2610, grad_norm: 3.2775 2021-01-27 00:14:47,538 - mmaction - INFO - Epoch [190][1220/2147] lr: 3.194e-02, eta: 2 days, 18:18:49, time: 1.456, data_time: 0.004, memory: 16628, top1_acc: 0.5045, top5_acc: 0.7424, loss_cls: 2.2032, loss: 2.2032, grad_norm: 3.1985 2021-01-27 00:15:19,250 - mmaction - INFO - Epoch [190][1240/2147] lr: 3.194e-02, eta: 2 days, 18:18:15, time: 1.585, data_time: 0.002, memory: 16628, top1_acc: 0.5045, top5_acc: 0.7312, loss_cls: 2.1794, loss: 2.1794, grad_norm: 3.1670 2021-01-27 00:15:53,229 - mmaction - INFO - Epoch [190][1260/2147] lr: 3.194e-02, eta: 2 days, 18:17:42, time: 1.697, data_time: 0.005, memory: 16628, top1_acc: 0.4844, top5_acc: 0.7344, loss_cls: 2.1987, loss: 2.1987, grad_norm: 3.2479 2021-01-27 00:16:22,112 - mmaction - INFO - Epoch [190][1280/2147] lr: 3.194e-02, eta: 2 days, 18:17:07, time: 1.445, data_time: 0.014, memory: 16628, top1_acc: 0.4933, top5_acc: 0.7312, loss_cls: 2.1874, loss: 2.1874, grad_norm: 3.2604 2021-01-27 00:17:00,178 - mmaction - INFO - Epoch [190][1300/2147] lr: 3.194e-02, eta: 2 days, 18:16:35, time: 1.901, data_time: 0.050, memory: 16628, top1_acc: 0.5067, top5_acc: 0.7397, loss_cls: 2.1411, loss: 2.1411, grad_norm: 3.2085 2021-01-27 00:17:28,707 - mmaction - INFO - Epoch [190][1320/2147] lr: 3.194e-02, eta: 2 days, 18:16:00, time: 1.430, data_time: 0.009, memory: 16628, top1_acc: 0.4853, top5_acc: 0.7268, loss_cls: 2.2476, loss: 2.2476, grad_norm: 3.3815 2021-01-27 00:18:06,037 - mmaction - INFO - Epoch [190][1340/2147] lr: 3.194e-02, eta: 2 days, 18:15:28, time: 1.868, data_time: 0.003, memory: 16628, top1_acc: 0.4924, top5_acc: 0.7353, loss_cls: 2.1771, loss: 2.1771, grad_norm: 3.3171 2021-01-27 00:18:37,325 - mmaction - INFO - Epoch [190][1360/2147] lr: 3.194e-02, eta: 2 days, 18:14:53, time: 1.560, data_time: 0.006, memory: 16628, top1_acc: 0.5000, top5_acc: 0.7237, loss_cls: 2.2233, loss: 2.2233, grad_norm: 3.2215 2021-01-27 00:19:10,819 - mmaction - INFO - Epoch [190][1380/2147] lr: 3.194e-02, eta: 2 days, 18:14:20, time: 1.673, data_time: 0.013, memory: 16628, top1_acc: 0.5013, top5_acc: 0.7540, loss_cls: 2.1349, loss: 2.1349, grad_norm: 3.2256 2021-01-27 00:19:39,664 - mmaction - INFO - Epoch [190][1400/2147] lr: 3.194e-02, eta: 2 days, 18:13:45, time: 1.449, data_time: 0.009, memory: 16628, top1_acc: 0.4871, top5_acc: 0.7281, loss_cls: 2.2088, loss: 2.2088, grad_norm: 3.1592 2021-01-27 00:20:10,617 - mmaction - INFO - Epoch [190][1420/2147] lr: 3.194e-02, eta: 2 days, 18:13:10, time: 1.539, data_time: 0.001, memory: 16628, top1_acc: 0.4862, top5_acc: 0.7308, loss_cls: 2.2000, loss: 2.2000, grad_norm: 3.3012 2021-01-27 00:20:39,520 - mmaction - INFO - Epoch [190][1440/2147] lr: 3.194e-02, eta: 2 days, 18:12:35, time: 1.452, data_time: 0.016, memory: 16628, top1_acc: 0.4786, top5_acc: 0.7214, loss_cls: 2.2722, loss: 2.2722, grad_norm: 3.2507 2021-01-27 00:21:11,496 - mmaction - INFO - Epoch [190][1460/2147] lr: 3.194e-02, eta: 2 days, 18:12:01, time: 1.599, data_time: 0.008, memory: 16628, top1_acc: 0.4973, top5_acc: 0.7330, loss_cls: 2.1819, loss: 2.1819, grad_norm: 3.2384 2021-01-27 00:21:55,479 - mmaction - INFO - Epoch [190][1480/2147] lr: 3.194e-02, eta: 2 days, 18:11:32, time: 2.192, data_time: 0.109, memory: 16628, top1_acc: 0.4996, top5_acc: 0.7446, loss_cls: 2.1119, loss: 2.1119, grad_norm: 3.1877 2021-01-27 00:22:29,076 - mmaction - INFO - Epoch [190][1500/2147] lr: 3.194e-02, eta: 2 days, 18:10:58, time: 1.683, data_time: 0.010, memory: 16628, top1_acc: 0.4978, top5_acc: 0.7357, loss_cls: 2.1736, loss: 2.1736, grad_norm: 3.2446 2021-01-27 00:23:08,541 - mmaction - INFO - Epoch [190][1520/2147] lr: 3.194e-02, eta: 2 days, 18:10:27, time: 1.968, data_time: 0.012, memory: 16628, top1_acc: 0.4862, top5_acc: 0.7246, loss_cls: 2.2605, loss: 2.2605, grad_norm: 3.2171 2021-01-27 00:23:40,279 - mmaction - INFO - Epoch [190][1540/2147] lr: 3.194e-02, eta: 2 days, 18:09:53, time: 1.594, data_time: 0.015, memory: 16628, top1_acc: 0.5058, top5_acc: 0.7420, loss_cls: 2.1561, loss: 2.1561, grad_norm: 3.2353 2021-01-27 00:24:09,308 - mmaction - INFO - Epoch [190][1560/2147] lr: 3.194e-02, eta: 2 days, 18:09:18, time: 1.453, data_time: 0.011, memory: 16628, top1_acc: 0.4754, top5_acc: 0.7156, loss_cls: 2.2503, loss: 2.2503, grad_norm: 3.2876 2021-01-27 00:24:38,259 - mmaction - INFO - Epoch [190][1580/2147] lr: 3.194e-02, eta: 2 days, 18:08:43, time: 1.450, data_time: 0.006, memory: 16628, top1_acc: 0.4772, top5_acc: 0.7170, loss_cls: 2.2519, loss: 2.2519, grad_norm: 3.2266 2021-01-27 00:25:29,089 - mmaction - INFO - Epoch [190][1600/2147] lr: 3.194e-02, eta: 2 days, 18:08:15, time: 2.532, data_time: 0.004, memory: 16628, top1_acc: 0.5121, top5_acc: 0.7420, loss_cls: 2.1550, loss: 2.1550, grad_norm: 3.2371 2021-01-27 00:26:01,925 - mmaction - INFO - Epoch [190][1620/2147] lr: 3.194e-02, eta: 2 days, 18:07:41, time: 1.644, data_time: 0.017, memory: 16628, top1_acc: 0.4906, top5_acc: 0.7353, loss_cls: 2.2346, loss: 2.2346, grad_norm: 3.3365 2021-01-27 00:26:31,337 - mmaction - INFO - Epoch [190][1640/2147] lr: 3.194e-02, eta: 2 days, 18:07:07, time: 1.478, data_time: 0.010, memory: 16628, top1_acc: 0.4857, top5_acc: 0.7353, loss_cls: 2.2315, loss: 2.2315, grad_norm: 3.2919 2021-01-27 00:27:13,170 - mmaction - INFO - Epoch [190][1660/2147] lr: 3.194e-02, eta: 2 days, 18:06:36, time: 2.084, data_time: 0.008, memory: 16628, top1_acc: 0.5031, top5_acc: 0.7268, loss_cls: 2.2336, loss: 2.2336, grad_norm: 3.1413 2021-01-27 00:27:45,897 - mmaction - INFO - Epoch [190][1680/2147] lr: 3.194e-02, eta: 2 days, 18:06:02, time: 1.638, data_time: 0.015, memory: 16628, top1_acc: 0.5071, top5_acc: 0.7290, loss_cls: 2.1808, loss: 2.1808, grad_norm: 3.1102 2021-01-27 00:28:23,164 - mmaction - INFO - Epoch [190][1700/2147] lr: 3.194e-02, eta: 2 days, 18:05:30, time: 1.867, data_time: 0.014, memory: 16628, top1_acc: 0.4978, top5_acc: 0.7375, loss_cls: 2.1685, loss: 2.1685, grad_norm: 3.2644 2021-01-27 00:28:56,646 - mmaction - INFO - Epoch [190][1720/2147] lr: 3.194e-02, eta: 2 days, 18:04:57, time: 1.671, data_time: 0.007, memory: 16628, top1_acc: 0.5004, top5_acc: 0.7304, loss_cls: 2.1703, loss: 2.1703, grad_norm: 3.2816 2021-01-27 00:29:25,530 - mmaction - INFO - Epoch [190][1740/2147] lr: 3.194e-02, eta: 2 days, 18:04:22, time: 1.447, data_time: 0.009, memory: 16628, top1_acc: 0.5009, top5_acc: 0.7446, loss_cls: 2.1701, loss: 2.1701, grad_norm: 3.2202 2021-01-27 00:29:58,831 - mmaction - INFO - Epoch [190][1760/2147] lr: 3.194e-02, eta: 2 days, 18:03:48, time: 1.667, data_time: 0.009, memory: 16628, top1_acc: 0.4830, top5_acc: 0.7357, loss_cls: 2.1970, loss: 2.1970, grad_norm: 3.3059 2021-01-27 00:30:34,014 - mmaction - INFO - Epoch [190][1780/2147] lr: 3.194e-02, eta: 2 days, 18:03:15, time: 1.754, data_time: 0.006, memory: 16628, top1_acc: 0.5054, top5_acc: 0.7469, loss_cls: 2.1223, loss: 2.1223, grad_norm: 3.2685 2021-01-27 00:31:04,516 - mmaction - INFO - Epoch [190][1800/2147] lr: 3.194e-02, eta: 2 days, 18:02:41, time: 1.515, data_time: 0.058, memory: 16628, top1_acc: 0.4897, top5_acc: 0.7188, loss_cls: 2.2352, loss: 2.2352, grad_norm: 3.3082 2021-01-27 00:31:55,007 - mmaction - INFO - Epoch [190][1820/2147] lr: 3.194e-02, eta: 2 days, 18:02:13, time: 2.516, data_time: 0.039, memory: 16628, top1_acc: 0.4982, top5_acc: 0.7344, loss_cls: 2.1758, loss: 2.1758, grad_norm: 3.2448 2021-01-27 00:32:29,543 - mmaction - INFO - Epoch [190][1840/2147] lr: 3.194e-02, eta: 2 days, 18:01:40, time: 1.741, data_time: 0.038, memory: 16628, top1_acc: 0.4835, top5_acc: 0.7308, loss_cls: 2.1923, loss: 2.1923, grad_norm: 3.2634 2021-01-27 00:33:06,311 - mmaction - INFO - Epoch [190][1860/2147] lr: 3.194e-02, eta: 2 days, 18:01:08, time: 1.849, data_time: 0.017, memory: 16628, top1_acc: 0.5027, top5_acc: 0.7415, loss_cls: 2.1423, loss: 2.1423, grad_norm: 3.2519 2021-01-27 00:33:37,093 - mmaction - INFO - Epoch [190][1880/2147] lr: 3.194e-02, eta: 2 days, 18:00:33, time: 1.537, data_time: 0.003, memory: 16628, top1_acc: 0.4741, top5_acc: 0.7147, loss_cls: 2.2750, loss: 2.2750, grad_norm: 3.2139 2021-01-27 00:34:08,023 - mmaction - INFO - Epoch [190][1900/2147] lr: 3.194e-02, eta: 2 days, 17:59:59, time: 1.544, data_time: 0.010, memory: 16628, top1_acc: 0.4768, top5_acc: 0.7103, loss_cls: 2.3140, loss: 2.3140, grad_norm: 3.2489 2021-01-27 00:34:43,072 - mmaction - INFO - Epoch [190][1920/2147] lr: 3.194e-02, eta: 2 days, 17:59:26, time: 1.753, data_time: 0.016, memory: 16628, top1_acc: 0.4839, top5_acc: 0.7397, loss_cls: 2.1551, loss: 2.1551, grad_norm: 3.2369 2021-01-27 00:35:12,616 - mmaction - INFO - Epoch [190][1940/2147] lr: 3.194e-02, eta: 2 days, 17:58:51, time: 1.480, data_time: 0.009, memory: 16628, top1_acc: 0.4938, top5_acc: 0.7357, loss_cls: 2.2213, loss: 2.2213, grad_norm: 3.2285 2021-01-27 00:35:41,225 - mmaction - INFO - Epoch [190][1960/2147] lr: 3.194e-02, eta: 2 days, 17:58:16, time: 1.427, data_time: 0.009, memory: 16628, top1_acc: 0.4924, top5_acc: 0.7326, loss_cls: 2.2253, loss: 2.2253, grad_norm: 3.2670 2021-01-27 00:36:13,769 - mmaction - INFO - Epoch [190][1980/2147] lr: 3.194e-02, eta: 2 days, 17:57:42, time: 1.631, data_time: 0.007, memory: 16628, top1_acc: 0.5147, top5_acc: 0.7406, loss_cls: 2.1522, loss: 2.1522, grad_norm: 3.1994 2021-01-27 00:36:47,702 - mmaction - INFO - Epoch [190][2000/2147] lr: 3.194e-02, eta: 2 days, 17:57:08, time: 1.543, data_time: 0.006, memory: 16628, top1_acc: 0.5000, top5_acc: 0.7232, loss_cls: 2.2115, loss: 2.2115, grad_norm: 3.2182 2021-01-27 00:37:16,449 - mmaction - INFO - Epoch [190][2020/2147] lr: 3.194e-02, eta: 2 days, 17:56:34, time: 1.588, data_time: 0.159, memory: 16628, top1_acc: 0.4938, top5_acc: 0.7308, loss_cls: 2.2100, loss: 2.2100, grad_norm: 3.1823 2021-01-27 00:37:47,782 - mmaction - INFO - Epoch [190][2040/2147] lr: 3.194e-02, eta: 2 days, 17:56:00, time: 1.567, data_time: 0.017, memory: 16628, top1_acc: 0.4866, top5_acc: 0.7268, loss_cls: 2.2603, loss: 2.2603, grad_norm: 3.2382 2021-01-27 00:38:26,940 - mmaction - INFO - Epoch [190][2060/2147] lr: 3.194e-02, eta: 2 days, 17:55:28, time: 1.950, data_time: 0.011, memory: 16628, top1_acc: 0.4875, top5_acc: 0.7295, loss_cls: 2.2325, loss: 2.2325, grad_norm: 3.2308 2021-01-27 00:38:56,169 - mmaction - INFO - Epoch [190][2080/2147] lr: 3.194e-02, eta: 2 days, 17:54:53, time: 1.471, data_time: 0.015, memory: 16628, top1_acc: 0.4920, top5_acc: 0.7317, loss_cls: 2.2258, loss: 2.2258, grad_norm: 3.1984 2021-01-27 00:39:27,326 - mmaction - INFO - Epoch [190][2100/2147] lr: 3.194e-02, eta: 2 days, 17:54:19, time: 1.558, data_time: 0.003, memory: 16628, top1_acc: 0.4879, top5_acc: 0.7219, loss_cls: 2.2542, loss: 2.2542, grad_norm: 3.2948 2021-01-27 00:39:57,951 - mmaction - INFO - Epoch [190][2120/2147] lr: 3.194e-02, eta: 2 days, 17:53:44, time: 1.530, data_time: 0.003, memory: 16628, top1_acc: 0.4857, top5_acc: 0.7170, loss_cls: 2.2739, loss: 2.2739, grad_norm: 3.1658 2021-01-27 00:40:30,392 - mmaction - INFO - Epoch [190][2140/2147] lr: 3.194e-02, eta: 2 days, 17:53:10, time: 1.621, data_time: 0.005, memory: 16628, top1_acc: 0.5054, top5_acc: 0.7357, loss_cls: 2.1854, loss: 2.1854, grad_norm: 3.0611 2021-01-27 01:05:15,493 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-27 01:05:16,313 - mmaction - INFO - top1_acc 0.5662 top5_acc 0.8000 2021-01-27 01:05:16,313 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-27 01:05:16,379 - mmaction - INFO - mean_acc 0.5661 2021-01-27 01:05:16,380 - mmaction - INFO - Now best checkpoint is epoch_190.pth 2021-01-27 01:05:16,434 - mmaction - INFO - Epoch(val) [190][2147] top1_acc: 0.5662, top5_acc: 0.8000, mean_class_accuracy: 0.5661 2021-01-27 01:12:57,332 - mmaction - INFO - Epoch [191][20/2147] lr: 3.105e-02, eta: 2 days, 17:54:50, time: 23.041, data_time: 21.252, memory: 16628, top1_acc: 0.5085, top5_acc: 0.7420, loss_cls: 2.1554, loss: 2.1554, grad_norm: 3.2346 2021-01-27 01:13:30,341 - mmaction - INFO - Epoch [191][40/2147] lr: 3.105e-02, eta: 2 days, 17:54:16, time: 1.652, data_time: 0.007, memory: 16628, top1_acc: 0.5112, top5_acc: 0.7509, loss_cls: 2.1019, loss: 2.1019, grad_norm: 3.2180 2021-01-27 01:14:01,118 - mmaction - INFO - Epoch [191][60/2147] lr: 3.105e-02, eta: 2 days, 17:53:42, time: 1.539, data_time: 0.008, memory: 16628, top1_acc: 0.5138, top5_acc: 0.7469, loss_cls: 2.1029, loss: 2.1029, grad_norm: 3.1972 2021-01-27 01:14:32,939 - mmaction - INFO - Epoch [191][80/2147] lr: 3.105e-02, eta: 2 days, 17:53:07, time: 1.587, data_time: 0.012, memory: 16628, top1_acc: 0.5071, top5_acc: 0.7357, loss_cls: 2.1507, loss: 2.1507, grad_norm: 3.1618 2021-01-27 01:15:02,457 - mmaction - INFO - Epoch [191][100/2147] lr: 3.105e-02, eta: 2 days, 17:52:33, time: 1.477, data_time: 0.012, memory: 16628, top1_acc: 0.5027, top5_acc: 0.7362, loss_cls: 2.1610, loss: 2.1610, grad_norm: 3.2053 2021-01-27 01:15:36,003 - mmaction - INFO - Epoch [191][120/2147] lr: 3.105e-02, eta: 2 days, 17:51:59, time: 1.678, data_time: 0.008, memory: 16628, top1_acc: 0.4906, top5_acc: 0.7348, loss_cls: 2.2185, loss: 2.2185, grad_norm: 3.2407 2021-01-27 01:16:07,042 - mmaction - INFO - Epoch [191][140/2147] lr: 3.105e-02, eta: 2 days, 17:51:25, time: 1.552, data_time: 0.013, memory: 16628, top1_acc: 0.4920, top5_acc: 0.7375, loss_cls: 2.1956, loss: 2.1956, grad_norm: 3.2791 2021-01-27 01:16:58,899 - mmaction - INFO - Epoch [191][160/2147] lr: 3.105e-02, eta: 2 days, 17:50:58, time: 2.581, data_time: 0.013, memory: 16628, top1_acc: 0.4996, top5_acc: 0.7420, loss_cls: 2.1571, loss: 2.1571, grad_norm: 3.2587 2021-01-27 01:17:34,353 - mmaction - INFO - Epoch [191][180/2147] lr: 3.105e-02, eta: 2 days, 17:50:25, time: 1.783, data_time: 0.022, memory: 16628, top1_acc: 0.4996, top5_acc: 0.7299, loss_cls: 2.1661, loss: 2.1661, grad_norm: 3.2428 2021-01-27 01:18:14,487 - mmaction - INFO - Epoch [191][200/2147] lr: 3.105e-02, eta: 2 days, 17:49:53, time: 1.984, data_time: 0.011, memory: 16628, top1_acc: 0.4973, top5_acc: 0.7384, loss_cls: 2.1671, loss: 2.1671, grad_norm: 3.2846 2021-01-27 01:18:45,339 - mmaction - INFO - Epoch [191][220/2147] lr: 3.105e-02, eta: 2 days, 17:49:19, time: 1.570, data_time: 0.034, memory: 16628, top1_acc: 0.4848, top5_acc: 0.7237, loss_cls: 2.2235, loss: 2.2235, grad_norm: 3.3827 2021-01-27 01:19:14,692 - mmaction - INFO - Epoch [191][240/2147] lr: 3.105e-02, eta: 2 days, 17:48:44, time: 1.466, data_time: 0.006, memory: 16628, top1_acc: 0.4960, top5_acc: 0.7246, loss_cls: 2.1768, loss: 2.1768, grad_norm: 3.2745 2021-01-27 01:19:43,615 - mmaction - INFO - Epoch [191][260/2147] lr: 3.105e-02, eta: 2 days, 17:48:09, time: 1.447, data_time: 0.003, memory: 16628, top1_acc: 0.5022, top5_acc: 0.7469, loss_cls: 2.1217, loss: 2.1217, grad_norm: 3.2425 2021-01-27 01:20:13,034 - mmaction - INFO - Epoch [191][280/2147] lr: 3.105e-02, eta: 2 days, 17:47:34, time: 1.465, data_time: 0.002, memory: 16628, top1_acc: 0.5009, top5_acc: 0.7411, loss_cls: 2.1662, loss: 2.1662, grad_norm: 3.2659 2021-01-27 01:20:48,710 - mmaction - INFO - Epoch [191][300/2147] lr: 3.105e-02, eta: 2 days, 17:47:01, time: 1.780, data_time: 0.011, memory: 16628, top1_acc: 0.4875, top5_acc: 0.7268, loss_cls: 2.2010, loss: 2.2010, grad_norm: 3.3051 2021-01-27 01:21:21,620 - mmaction - INFO - Epoch [191][320/2147] lr: 3.105e-02, eta: 2 days, 17:46:28, time: 1.653, data_time: 0.016, memory: 16628, top1_acc: 0.4911, top5_acc: 0.7272, loss_cls: 2.2654, loss: 2.2654, grad_norm: 3.3484 2021-01-27 01:22:06,421 - mmaction - INFO - Epoch [191][340/2147] lr: 3.105e-02, eta: 2 days, 17:45:58, time: 2.240, data_time: 0.063, memory: 16628, top1_acc: 0.5000, top5_acc: 0.7429, loss_cls: 2.1813, loss: 2.1813, grad_norm: 3.2746 2021-01-27 01:22:35,099 - mmaction - INFO - Epoch [191][360/2147] lr: 3.105e-02, eta: 2 days, 17:45:23, time: 1.433, data_time: 0.004, memory: 16628, top1_acc: 0.5098, top5_acc: 0.7455, loss_cls: 2.1158, loss: 2.1158, grad_norm: 3.1765 2021-01-27 01:23:20,335 - mmaction - INFO - Epoch [191][380/2147] lr: 3.105e-02, eta: 2 days, 17:44:54, time: 2.260, data_time: 0.009, memory: 16628, top1_acc: 0.5156, top5_acc: 0.7460, loss_cls: 2.1254, loss: 2.1254, grad_norm: 3.2150 2021-01-27 01:23:53,226 - mmaction - INFO - Epoch [191][400/2147] lr: 3.105e-02, eta: 2 days, 17:44:20, time: 1.642, data_time: 0.010, memory: 16628, top1_acc: 0.5138, top5_acc: 0.7455, loss_cls: 2.1011, loss: 2.1011, grad_norm: 3.1831 2021-01-27 01:24:28,003 - mmaction - INFO - Epoch [191][420/2147] lr: 3.105e-02, eta: 2 days, 17:43:47, time: 1.738, data_time: 0.010, memory: 16628, top1_acc: 0.5152, top5_acc: 0.7433, loss_cls: 2.0881, loss: 2.0881, grad_norm: 3.1928 2021-01-27 01:25:07,855 - mmaction - INFO - Epoch [191][440/2147] lr: 3.105e-02, eta: 2 days, 17:43:16, time: 1.995, data_time: 0.017, memory: 16628, top1_acc: 0.4955, top5_acc: 0.7281, loss_cls: 2.2385, loss: 2.2385, grad_norm: 3.2587 2021-01-27 01:25:36,736 - mmaction - INFO - Epoch [191][460/2147] lr: 3.105e-02, eta: 2 days, 17:42:40, time: 1.449, data_time: 0.008, memory: 16628, top1_acc: 0.4960, top5_acc: 0.7464, loss_cls: 2.1788, loss: 2.1788, grad_norm: 3.2489 2021-01-27 01:26:13,831 - mmaction - INFO - Epoch [191][480/2147] lr: 3.105e-02, eta: 2 days, 17:42:08, time: 1.847, data_time: 0.006, memory: 16628, top1_acc: 0.4920, top5_acc: 0.7366, loss_cls: 2.1779, loss: 2.1779, grad_norm: 3.2339 2021-01-27 01:27:04,595 - mmaction - INFO - Epoch [191][500/2147] lr: 3.105e-02, eta: 2 days, 17:41:41, time: 2.525, data_time: 0.013, memory: 16628, top1_acc: 0.4871, top5_acc: 0.7232, loss_cls: 2.2651, loss: 2.2651, grad_norm: 3.2978 2021-01-27 01:27:43,514 - mmaction - INFO - Epoch [191][520/2147] lr: 3.105e-02, eta: 2 days, 17:41:09, time: 1.959, data_time: 0.034, memory: 16628, top1_acc: 0.4996, top5_acc: 0.7304, loss_cls: 2.2216, loss: 2.2216, grad_norm: 3.2815 2021-01-27 01:28:20,446 - mmaction - INFO - Epoch [191][540/2147] lr: 3.105e-02, eta: 2 days, 17:40:37, time: 1.844, data_time: 0.012, memory: 16628, top1_acc: 0.4844, top5_acc: 0.7134, loss_cls: 2.3032, loss: 2.3032, grad_norm: 3.3593 2021-01-27 01:28:49,605 - mmaction - INFO - Epoch [191][560/2147] lr: 3.105e-02, eta: 2 days, 17:40:02, time: 1.466, data_time: 0.018, memory: 16628, top1_acc: 0.4795, top5_acc: 0.7259, loss_cls: 2.2769, loss: 2.2769, grad_norm: 3.2953 2021-01-27 01:29:21,358 - mmaction - INFO - Epoch [191][580/2147] lr: 3.105e-02, eta: 2 days, 17:39:28, time: 1.589, data_time: 0.004, memory: 16628, top1_acc: 0.5250, top5_acc: 0.7607, loss_cls: 2.0452, loss: 2.0452, grad_norm: 3.2179 2021-01-27 01:29:53,004 - mmaction - INFO - Epoch [191][600/2147] lr: 3.105e-02, eta: 2 days, 17:38:54, time: 1.580, data_time: 0.003, memory: 16628, top1_acc: 0.4996, top5_acc: 0.7304, loss_cls: 2.2084, loss: 2.2084, grad_norm: 3.2185 2021-01-27 01:30:24,543 - mmaction - INFO - Epoch [191][620/2147] lr: 3.105e-02, eta: 2 days, 17:38:19, time: 1.573, data_time: 0.008, memory: 16628, top1_acc: 0.5027, top5_acc: 0.7339, loss_cls: 2.1693, loss: 2.1693, grad_norm: 3.3397 2021-01-27 01:30:55,675 - mmaction - INFO - Epoch [191][640/2147] lr: 3.105e-02, eta: 2 days, 17:37:45, time: 1.563, data_time: 0.014, memory: 16628, top1_acc: 0.4777, top5_acc: 0.7281, loss_cls: 2.2053, loss: 2.2053, grad_norm: 3.2675 2021-01-27 01:31:24,901 - mmaction - INFO - Epoch [191][660/2147] lr: 3.105e-02, eta: 2 days, 17:37:10, time: 1.460, data_time: 0.002, memory: 16628, top1_acc: 0.5058, top5_acc: 0.7433, loss_cls: 2.1428, loss: 2.1428, grad_norm: 3.1873 2021-01-27 01:32:03,138 - mmaction - INFO - Epoch [191][680/2147] lr: 3.105e-02, eta: 2 days, 17:36:38, time: 1.905, data_time: 0.009, memory: 16628, top1_acc: 0.5071, top5_acc: 0.7500, loss_cls: 2.1204, loss: 2.1204, grad_norm: 3.2334 2021-01-27 01:32:32,473 - mmaction - INFO - Epoch [191][700/2147] lr: 3.105e-02, eta: 2 days, 17:36:03, time: 1.473, data_time: 0.023, memory: 16628, top1_acc: 0.4960, top5_acc: 0.7388, loss_cls: 2.1761, loss: 2.1761, grad_norm: 3.2523 2021-01-27 01:33:06,883 - mmaction - INFO - Epoch [191][720/2147] lr: 3.105e-02, eta: 2 days, 17:35:30, time: 1.722, data_time: 0.009, memory: 16628, top1_acc: 0.4996, top5_acc: 0.7299, loss_cls: 2.2013, loss: 2.2013, grad_norm: 3.3006 2021-01-27 01:33:36,200 - mmaction - INFO - Epoch [191][740/2147] lr: 3.105e-02, eta: 2 days, 17:34:55, time: 1.454, data_time: 0.004, memory: 16628, top1_acc: 0.4821, top5_acc: 0.7210, loss_cls: 2.2656, loss: 2.2656, grad_norm: 3.2688 2021-01-27 01:34:09,533 - mmaction - INFO - Epoch [191][760/2147] lr: 3.105e-02, eta: 2 days, 17:34:22, time: 1.673, data_time: 0.017, memory: 16628, top1_acc: 0.5116, top5_acc: 0.7433, loss_cls: 2.1388, loss: 2.1388, grad_norm: 3.1336 2021-01-27 01:34:38,227 - mmaction - INFO - Epoch [191][780/2147] lr: 3.105e-02, eta: 2 days, 17:33:46, time: 1.440, data_time: 0.009, memory: 16628, top1_acc: 0.4929, top5_acc: 0.7335, loss_cls: 2.2006, loss: 2.2006, grad_norm: 3.1649 2021-01-27 01:35:11,947 - mmaction - INFO - Epoch [191][800/2147] lr: 3.105e-02, eta: 2 days, 17:33:13, time: 1.673, data_time: 0.011, memory: 16628, top1_acc: 0.4951, top5_acc: 0.7290, loss_cls: 2.1423, loss: 2.1423, grad_norm: 3.2393 2021-01-27 01:35:41,629 - mmaction - INFO - Epoch [191][820/2147] lr: 3.105e-02, eta: 2 days, 17:32:38, time: 1.492, data_time: 0.015, memory: 16628, top1_acc: 0.4750, top5_acc: 0.7254, loss_cls: 2.2335, loss: 2.2335, grad_norm: 3.3076 2021-01-27 01:36:15,489 - mmaction - INFO - Epoch [191][840/2147] lr: 3.105e-02, eta: 2 days, 17:32:05, time: 1.685, data_time: 0.008, memory: 16628, top1_acc: 0.5089, top5_acc: 0.7362, loss_cls: 2.1572, loss: 2.1572, grad_norm: 3.2024 2021-01-27 01:36:54,098 - mmaction - INFO - Epoch [191][860/2147] lr: 3.105e-02, eta: 2 days, 17:31:33, time: 1.944, data_time: 0.027, memory: 16628, top1_acc: 0.5125, top5_acc: 0.7424, loss_cls: 2.1452, loss: 2.1452, grad_norm: 3.2396 2021-01-27 01:37:23,260 - mmaction - INFO - Epoch [191][880/2147] lr: 3.105e-02, eta: 2 days, 17:30:58, time: 1.456, data_time: 0.014, memory: 16628, top1_acc: 0.5089, top5_acc: 0.7429, loss_cls: 2.1600, loss: 2.1600, grad_norm: 3.2405 2021-01-27 01:37:55,062 - mmaction - INFO - Epoch [191][900/2147] lr: 3.105e-02, eta: 2 days, 17:30:24, time: 1.590, data_time: 0.010, memory: 16628, top1_acc: 0.5098, top5_acc: 0.7375, loss_cls: 2.1368, loss: 2.1368, grad_norm: 3.1828 2021-01-27 01:38:26,416 - mmaction - INFO - Epoch [191][920/2147] lr: 3.105e-02, eta: 2 days, 17:29:50, time: 1.567, data_time: 0.127, memory: 16628, top1_acc: 0.4960, top5_acc: 0.7312, loss_cls: 2.1809, loss: 2.1809, grad_norm: 3.2375 2021-01-27 01:38:55,378 - mmaction - INFO - Epoch [191][940/2147] lr: 3.105e-02, eta: 2 days, 17:29:15, time: 1.447, data_time: 0.006, memory: 16628, top1_acc: 0.4777, top5_acc: 0.7232, loss_cls: 2.2600, loss: 2.2600, grad_norm: 3.2585 2021-01-27 01:39:25,741 - mmaction - INFO - Epoch [191][960/2147] lr: 3.105e-02, eta: 2 days, 17:28:40, time: 1.517, data_time: 0.010, memory: 16628, top1_acc: 0.5018, top5_acc: 0.7299, loss_cls: 2.1679, loss: 2.1679, grad_norm: 3.1305 2021-01-27 01:40:09,152 - mmaction - INFO - Epoch [191][980/2147] lr: 3.105e-02, eta: 2 days, 17:28:10, time: 2.154, data_time: 0.007, memory: 16628, top1_acc: 0.5027, top5_acc: 0.7527, loss_cls: 2.0814, loss: 2.0814, grad_norm: 3.1603 2021-01-27 01:40:42,615 - mmaction - INFO - Epoch [191][1000/2147] lr: 3.105e-02, eta: 2 days, 17:27:37, time: 1.689, data_time: 0.029, memory: 16628, top1_acc: 0.4879, top5_acc: 0.7299, loss_cls: 2.1971, loss: 2.1971, grad_norm: 3.2906 2021-01-27 01:41:15,024 - mmaction - INFO - Epoch [191][1020/2147] lr: 3.105e-02, eta: 2 days, 17:27:03, time: 1.623, data_time: 0.008, memory: 16628, top1_acc: 0.5067, top5_acc: 0.7366, loss_cls: 2.1356, loss: 2.1356, grad_norm: 3.1383 2021-01-27 01:41:50,612 - mmaction - INFO - Epoch [191][1040/2147] lr: 3.105e-02, eta: 2 days, 17:26:30, time: 1.779, data_time: 0.007, memory: 16628, top1_acc: 0.5214, top5_acc: 0.7362, loss_cls: 2.1543, loss: 2.1543, grad_norm: 3.1920 2021-01-27 01:42:21,784 - mmaction - INFO - Epoch [191][1060/2147] lr: 3.105e-02, eta: 2 days, 17:25:56, time: 1.561, data_time: 0.015, memory: 16628, top1_acc: 0.5009, top5_acc: 0.7357, loss_cls: 2.1518, loss: 2.1518, grad_norm: 3.1995 2021-01-27 01:42:52,972 - mmaction - INFO - Epoch [191][1080/2147] lr: 3.105e-02, eta: 2 days, 17:25:21, time: 1.552, data_time: 0.004, memory: 16628, top1_acc: 0.4862, top5_acc: 0.7339, loss_cls: 2.1767, loss: 2.1767, grad_norm: 3.2774 2021-01-27 01:43:24,638 - mmaction - INFO - Epoch [191][1100/2147] lr: 3.105e-02, eta: 2 days, 17:24:47, time: 1.591, data_time: 0.117, memory: 16628, top1_acc: 0.4799, top5_acc: 0.7246, loss_cls: 2.2482, loss: 2.2482, grad_norm: 3.2996 2021-01-27 01:43:56,323 - mmaction - INFO - Epoch [191][1120/2147] lr: 3.105e-02, eta: 2 days, 17:24:13, time: 1.585, data_time: 0.003, memory: 16628, top1_acc: 0.4804, top5_acc: 0.7143, loss_cls: 2.2788, loss: 2.2788, grad_norm: 3.2459 2021-01-27 01:44:27,788 - mmaction - INFO - Epoch [191][1140/2147] lr: 3.105e-02, eta: 2 days, 17:23:39, time: 1.570, data_time: 0.002, memory: 16628, top1_acc: 0.5076, top5_acc: 0.7384, loss_cls: 2.1597, loss: 2.1597, grad_norm: 3.2231 2021-01-27 01:45:06,463 - mmaction - INFO - Epoch [191][1160/2147] lr: 3.105e-02, eta: 2 days, 17:23:07, time: 1.932, data_time: 0.005, memory: 16628, top1_acc: 0.5098, top5_acc: 0.7487, loss_cls: 2.1562, loss: 2.1562, grad_norm: 3.1914 2021-01-27 01:45:38,709 - mmaction - INFO - Epoch [191][1180/2147] lr: 3.105e-02, eta: 2 days, 17:22:33, time: 1.611, data_time: 0.007, memory: 16628, top1_acc: 0.4879, top5_acc: 0.7429, loss_cls: 2.2311, loss: 2.2311, grad_norm: 3.2616 2021-01-27 01:46:07,636 - mmaction - INFO - Epoch [191][1200/2147] lr: 3.105e-02, eta: 2 days, 17:21:58, time: 1.449, data_time: 0.008, memory: 16628, top1_acc: 0.5000, top5_acc: 0.7335, loss_cls: 2.1923, loss: 2.1923, grad_norm: 3.2504 2021-01-27 01:46:52,101 - mmaction - INFO - Epoch [191][1220/2147] lr: 3.105e-02, eta: 2 days, 17:21:28, time: 2.219, data_time: 0.006, memory: 16628, top1_acc: 0.4969, top5_acc: 0.7304, loss_cls: 2.1771, loss: 2.1771, grad_norm: 3.2330 2021-01-27 01:47:22,251 - mmaction - INFO - Epoch [191][1240/2147] lr: 3.105e-02, eta: 2 days, 17:20:54, time: 1.513, data_time: 0.009, memory: 16628, top1_acc: 0.4884, top5_acc: 0.7263, loss_cls: 2.1865, loss: 2.1865, grad_norm: 3.2261 2021-01-27 01:47:51,166 - mmaction - INFO - Epoch [191][1260/2147] lr: 3.105e-02, eta: 2 days, 17:20:19, time: 1.445, data_time: 0.004, memory: 16628, top1_acc: 0.4875, top5_acc: 0.7250, loss_cls: 2.2118, loss: 2.2118, grad_norm: 3.3541 2021-01-27 01:48:27,188 - mmaction - INFO - Epoch [191][1280/2147] lr: 3.105e-02, eta: 2 days, 17:19:46, time: 1.798, data_time: 0.005, memory: 16628, top1_acc: 0.4799, top5_acc: 0.7406, loss_cls: 2.1869, loss: 2.1869, grad_norm: 3.2139 2021-01-27 01:49:00,401 - mmaction - INFO - Epoch [191][1300/2147] lr: 3.105e-02, eta: 2 days, 17:19:13, time: 1.666, data_time: 0.009, memory: 16628, top1_acc: 0.5000, top5_acc: 0.7353, loss_cls: 2.2235, loss: 2.2235, grad_norm: 3.1609 2021-01-27 01:49:28,852 - mmaction - INFO - Epoch [191][1320/2147] lr: 3.105e-02, eta: 2 days, 17:18:37, time: 1.422, data_time: 0.002, memory: 16628, top1_acc: 0.4915, top5_acc: 0.7335, loss_cls: 2.1722, loss: 2.1722, grad_norm: 3.1863 2021-01-27 01:50:00,882 - mmaction - INFO - Epoch [191][1340/2147] lr: 3.105e-02, eta: 2 days, 17:18:03, time: 1.600, data_time: 0.003, memory: 16628, top1_acc: 0.5054, top5_acc: 0.7384, loss_cls: 2.1685, loss: 2.1685, grad_norm: 3.1933 2021-01-27 01:50:34,352 - mmaction - INFO - Epoch [191][1360/2147] lr: 3.105e-02, eta: 2 days, 17:17:30, time: 1.664, data_time: 0.007, memory: 16628, top1_acc: 0.4929, top5_acc: 0.7424, loss_cls: 2.1741, loss: 2.1741, grad_norm: 3.3518 2021-01-27 01:51:06,219 - mmaction - INFO - Epoch [191][1380/2147] lr: 3.105e-02, eta: 2 days, 17:16:56, time: 1.602, data_time: 0.017, memory: 16628, top1_acc: 0.5125, top5_acc: 0.7455, loss_cls: 2.1203, loss: 2.1203, grad_norm: 3.1619 2021-01-27 01:51:37,482 - mmaction - INFO - Epoch [191][1400/2147] lr: 3.105e-02, eta: 2 days, 17:16:21, time: 1.565, data_time: 0.009, memory: 16628, top1_acc: 0.4875, top5_acc: 0.7415, loss_cls: 2.2006, loss: 2.2006, grad_norm: 3.2969 2021-01-27 01:52:15,210 - mmaction - INFO - Epoch [191][1420/2147] lr: 3.105e-02, eta: 2 days, 17:15:49, time: 1.885, data_time: 0.049, memory: 16628, top1_acc: 0.4723, top5_acc: 0.7152, loss_cls: 2.2591, loss: 2.2591, grad_norm: 3.2344 2021-01-27 01:52:46,077 - mmaction - INFO - Epoch [191][1440/2147] lr: 3.105e-02, eta: 2 days, 17:15:15, time: 1.543, data_time: 0.005, memory: 16628, top1_acc: 0.4937, top5_acc: 0.7254, loss_cls: 2.2016, loss: 2.2016, grad_norm: 3.1774 2021-01-27 01:53:17,447 - mmaction - INFO - Epoch [191][1460/2147] lr: 3.105e-02, eta: 2 days, 17:14:41, time: 1.564, data_time: 0.009, memory: 16628, top1_acc: 0.4839, top5_acc: 0.7241, loss_cls: 2.1951, loss: 2.1951, grad_norm: 3.2265 2021-01-27 01:53:49,929 - mmaction - INFO - Epoch [191][1480/2147] lr: 3.105e-02, eta: 2 days, 17:14:07, time: 1.624, data_time: 0.015, memory: 16628, top1_acc: 0.4955, top5_acc: 0.7219, loss_cls: 2.2381, loss: 2.2381, grad_norm: 3.2833 2021-01-27 01:54:18,628 - mmaction - INFO - Epoch [191][1500/2147] lr: 3.105e-02, eta: 2 days, 17:13:32, time: 1.439, data_time: 0.013, memory: 16628, top1_acc: 0.4710, top5_acc: 0.7192, loss_cls: 2.2943, loss: 2.2943, grad_norm: 3.2603 2021-01-27 01:54:47,243 - mmaction - INFO - Epoch [191][1520/2147] lr: 3.105e-02, eta: 2 days, 17:12:57, time: 1.433, data_time: 0.008, memory: 16628, top1_acc: 0.4924, top5_acc: 0.7286, loss_cls: 2.2391, loss: 2.2391, grad_norm: 3.2599 2021-01-27 01:55:21,727 - mmaction - INFO - Epoch [191][1540/2147] lr: 3.105e-02, eta: 2 days, 17:12:23, time: 1.716, data_time: 0.005, memory: 16628, top1_acc: 0.4960, top5_acc: 0.7246, loss_cls: 2.2376, loss: 2.2376, grad_norm: 3.1624 2021-01-27 01:55:50,715 - mmaction - INFO - Epoch [191][1560/2147] lr: 3.105e-02, eta: 2 days, 17:11:48, time: 1.458, data_time: 0.014, memory: 16628, top1_acc: 0.5143, top5_acc: 0.7469, loss_cls: 2.1411, loss: 2.1411, grad_norm: 3.1637 2021-01-27 01:56:23,296 - mmaction - INFO - Epoch [191][1580/2147] lr: 3.105e-02, eta: 2 days, 17:11:15, time: 1.625, data_time: 0.007, memory: 16628, top1_acc: 0.5089, top5_acc: 0.7406, loss_cls: 2.1554, loss: 2.1554, grad_norm: 3.2177 2021-01-27 01:57:09,947 - mmaction - INFO - Epoch [191][1600/2147] lr: 3.105e-02, eta: 2 days, 17:10:45, time: 2.307, data_time: 0.016, memory: 16628, top1_acc: 0.5040, top5_acc: 0.7339, loss_cls: 2.1963, loss: 2.1963, grad_norm: 3.1478 2021-01-27 01:57:41,195 - mmaction - INFO - Epoch [191][1620/2147] lr: 3.105e-02, eta: 2 days, 17:10:11, time: 1.574, data_time: 0.039, memory: 16628, top1_acc: 0.4848, top5_acc: 0.7214, loss_cls: 2.2457, loss: 2.2457, grad_norm: 3.2894 2021-01-27 01:58:12,535 - mmaction - INFO - Epoch [191][1640/2147] lr: 3.105e-02, eta: 2 days, 17:09:37, time: 1.583, data_time: 0.022, memory: 16628, top1_acc: 0.5067, top5_acc: 0.7308, loss_cls: 2.1859, loss: 2.1859, grad_norm: 3.2164 2021-01-27 01:58:42,134 - mmaction - INFO - Epoch [191][1660/2147] lr: 3.105e-02, eta: 2 days, 17:09:02, time: 1.480, data_time: 0.004, memory: 16628, top1_acc: 0.4813, top5_acc: 0.7362, loss_cls: 2.2251, loss: 2.2251, grad_norm: 3.2020 2021-01-27 01:59:10,693 - mmaction - INFO - Epoch [191][1680/2147] lr: 3.105e-02, eta: 2 days, 17:08:27, time: 1.429, data_time: 0.005, memory: 16628, top1_acc: 0.4888, top5_acc: 0.7304, loss_cls: 2.2353, loss: 2.2353, grad_norm: 3.3084 2021-01-27 01:59:43,613 - mmaction - INFO - Epoch [191][1700/2147] lr: 3.105e-02, eta: 2 days, 17:07:53, time: 1.646, data_time: 0.003, memory: 16628, top1_acc: 0.5027, top5_acc: 0.7308, loss_cls: 2.2223, loss: 2.2223, grad_norm: 3.2689 2021-01-27 02:00:15,522 - mmaction - INFO - Epoch [191][1720/2147] lr: 3.105e-02, eta: 2 days, 17:07:19, time: 1.586, data_time: 0.005, memory: 16628, top1_acc: 0.4915, top5_acc: 0.7308, loss_cls: 2.2332, loss: 2.2332, grad_norm: 3.3060 2021-01-27 02:00:47,430 - mmaction - INFO - Epoch [191][1740/2147] lr: 3.105e-02, eta: 2 days, 17:06:45, time: 1.604, data_time: 0.013, memory: 16628, top1_acc: 0.5062, top5_acc: 0.7406, loss_cls: 2.1405, loss: 2.1405, grad_norm: 3.1981 2021-01-27 02:01:16,233 - mmaction - INFO - Epoch [191][1760/2147] lr: 3.105e-02, eta: 2 days, 17:06:10, time: 1.442, data_time: 0.006, memory: 16628, top1_acc: 0.5089, top5_acc: 0.7500, loss_cls: 2.1148, loss: 2.1148, grad_norm: 3.2380 2021-01-27 02:01:54,767 - mmaction - INFO - Epoch [191][1780/2147] lr: 3.105e-02, eta: 2 days, 17:05:38, time: 1.927, data_time: 0.123, memory: 16628, top1_acc: 0.4879, top5_acc: 0.7268, loss_cls: 2.2337, loss: 2.2337, grad_norm: 3.2782 2021-01-27 02:02:26,160 - mmaction - INFO - Epoch [191][1800/2147] lr: 3.105e-02, eta: 2 days, 17:05:04, time: 1.569, data_time: 0.001, memory: 16628, top1_acc: 0.4781, top5_acc: 0.7143, loss_cls: 2.2370, loss: 2.2370, grad_norm: 3.2875 2021-01-27 02:03:06,443 - mmaction - INFO - Epoch [191][1820/2147] lr: 3.105e-02, eta: 2 days, 17:04:33, time: 2.014, data_time: 0.003, memory: 16628, top1_acc: 0.4817, top5_acc: 0.7223, loss_cls: 2.2281, loss: 2.2281, grad_norm: 3.3002 2021-01-27 02:03:40,812 - mmaction - INFO - Epoch [191][1840/2147] lr: 3.105e-02, eta: 2 days, 17:04:00, time: 1.717, data_time: 0.006, memory: 16628, top1_acc: 0.5036, top5_acc: 0.7433, loss_cls: 2.1522, loss: 2.1522, grad_norm: 3.1959 2021-01-27 02:04:10,921 - mmaction - INFO - Epoch [191][1860/2147] lr: 3.105e-02, eta: 2 days, 17:03:25, time: 1.507, data_time: 0.003, memory: 16628, top1_acc: 0.4924, top5_acc: 0.7344, loss_cls: 2.2125, loss: 2.2125, grad_norm: 3.3384 2021-01-27 02:04:42,444 - mmaction - INFO - Epoch [191][1880/2147] lr: 3.105e-02, eta: 2 days, 17:02:51, time: 1.576, data_time: 0.005, memory: 16628, top1_acc: 0.4866, top5_acc: 0.7205, loss_cls: 2.2311, loss: 2.2311, grad_norm: 3.2489 2021-01-27 02:05:10,914 - mmaction - INFO - Epoch [191][1900/2147] lr: 3.105e-02, eta: 2 days, 17:02:16, time: 1.423, data_time: 0.003, memory: 16628, top1_acc: 0.5040, top5_acc: 0.7357, loss_cls: 2.1532, loss: 2.1532, grad_norm: 3.2529 2021-01-27 02:05:43,707 - mmaction - INFO - Epoch [191][1920/2147] lr: 3.105e-02, eta: 2 days, 17:01:42, time: 1.639, data_time: 0.004, memory: 16628, top1_acc: 0.5054, top5_acc: 0.7375, loss_cls: 2.1896, loss: 2.1896, grad_norm: 3.2407 2021-01-27 02:06:12,259 - mmaction - INFO - Epoch [191][1940/2147] lr: 3.105e-02, eta: 2 days, 17:01:07, time: 1.429, data_time: 0.003, memory: 16628, top1_acc: 0.5192, top5_acc: 0.7500, loss_cls: 2.0985, loss: 2.0985, grad_norm: 3.1820 2021-01-27 02:06:44,268 - mmaction - INFO - Epoch [191][1960/2147] lr: 3.105e-02, eta: 2 days, 17:00:33, time: 1.596, data_time: 0.006, memory: 16628, top1_acc: 0.4942, top5_acc: 0.7228, loss_cls: 2.2462, loss: 2.2462, grad_norm: 3.3274 2021-01-27 02:07:14,751 - mmaction - INFO - Epoch [191][1980/2147] lr: 3.105e-02, eta: 2 days, 16:59:58, time: 1.522, data_time: 0.009, memory: 16628, top1_acc: 0.5022, top5_acc: 0.7375, loss_cls: 2.1808, loss: 2.1808, grad_norm: 3.2325 2021-01-27 02:07:47,898 - mmaction - INFO - Epoch [191][2000/2147] lr: 3.105e-02, eta: 2 days, 16:59:25, time: 1.660, data_time: 0.012, memory: 16628, top1_acc: 0.5210, top5_acc: 0.7482, loss_cls: 2.1288, loss: 2.1288, grad_norm: 3.2806 2021-01-27 02:08:17,650 - mmaction - INFO - Epoch [191][2020/2147] lr: 3.105e-02, eta: 2 days, 16:58:50, time: 1.487, data_time: 0.006, memory: 16628, top1_acc: 0.4996, top5_acc: 0.7304, loss_cls: 2.2350, loss: 2.2350, grad_norm: 3.3662 2021-01-27 02:08:46,232 - mmaction - INFO - Epoch [191][2040/2147] lr: 3.105e-02, eta: 2 days, 16:58:15, time: 1.431, data_time: 0.007, memory: 16628, top1_acc: 0.5112, top5_acc: 0.7259, loss_cls: 2.1921, loss: 2.1921, grad_norm: 3.2372 2021-01-27 02:09:15,593 - mmaction - INFO - Epoch [191][2060/2147] lr: 3.105e-02, eta: 2 days, 16:57:40, time: 1.468, data_time: 0.005, memory: 16628, top1_acc: 0.5004, top5_acc: 0.7246, loss_cls: 2.2068, loss: 2.2068, grad_norm: 3.2442 2021-01-27 02:10:00,158 - mmaction - INFO - Epoch [191][2080/2147] lr: 3.105e-02, eta: 2 days, 16:57:10, time: 2.221, data_time: 0.010, memory: 16628, top1_acc: 0.5147, top5_acc: 0.7344, loss_cls: 2.1431, loss: 2.1431, grad_norm: 3.1526 2021-01-27 02:10:29,006 - mmaction - INFO - Epoch [191][2100/2147] lr: 3.105e-02, eta: 2 days, 16:56:35, time: 1.451, data_time: 0.013, memory: 16628, top1_acc: 0.4946, top5_acc: 0.7353, loss_cls: 2.1729, loss: 2.1729, grad_norm: 3.3254 2021-01-27 02:10:57,363 - mmaction - INFO - Epoch [191][2120/2147] lr: 3.105e-02, eta: 2 days, 16:56:00, time: 1.420, data_time: 0.005, memory: 16628, top1_acc: 0.5018, top5_acc: 0.7286, loss_cls: 2.1878, loss: 2.1878, grad_norm: 3.2444 2021-01-27 02:11:25,821 - mmaction - INFO - Epoch [191][2140/2147] lr: 3.105e-02, eta: 2 days, 16:55:25, time: 1.423, data_time: 0.003, memory: 16628, top1_acc: 0.5009, top5_acc: 0.7353, loss_cls: 2.1747, loss: 2.1747, grad_norm: 3.2303 2021-01-27 02:19:03,474 - mmaction - INFO - Epoch [192][20/2147] lr: 3.016e-02, eta: 2 days, 16:56:48, time: 21.125, data_time: 19.309, memory: 16628, top1_acc: 0.5112, top5_acc: 0.7326, loss_cls: 2.1119, loss: 2.1119, grad_norm: 3.3455 2021-01-27 02:19:36,154 - mmaction - INFO - Epoch [192][40/2147] lr: 3.016e-02, eta: 2 days, 16:56:14, time: 1.633, data_time: 0.010, memory: 16628, top1_acc: 0.5183, top5_acc: 0.7446, loss_cls: 2.1009, loss: 2.1009, grad_norm: 3.2287 2021-01-27 02:20:08,947 - mmaction - INFO - Epoch [192][60/2147] lr: 3.016e-02, eta: 2 days, 16:55:40, time: 1.631, data_time: 0.013, memory: 16628, top1_acc: 0.5009, top5_acc: 0.7402, loss_cls: 2.1376, loss: 2.1376, grad_norm: 3.2904 2021-01-27 02:20:39,690 - mmaction - INFO - Epoch [192][80/2147] lr: 3.016e-02, eta: 2 days, 16:55:06, time: 1.548, data_time: 0.020, memory: 16628, top1_acc: 0.5214, top5_acc: 0.7429, loss_cls: 2.1039, loss: 2.1039, grad_norm: 3.1999 2021-01-27 02:21:13,720 - mmaction - INFO - Epoch [192][100/2147] lr: 3.016e-02, eta: 2 days, 16:54:32, time: 1.697, data_time: 0.007, memory: 16628, top1_acc: 0.5027, top5_acc: 0.7513, loss_cls: 2.1354, loss: 2.1354, grad_norm: 3.2994 2021-01-27 02:21:57,967 - mmaction - INFO - Epoch [192][120/2147] lr: 3.016e-02, eta: 2 days, 16:54:03, time: 2.216, data_time: 0.013, memory: 16628, top1_acc: 0.4973, top5_acc: 0.7241, loss_cls: 2.2096, loss: 2.2096, grad_norm: 3.3305 2021-01-27 02:22:31,875 - mmaction - INFO - Epoch [192][140/2147] lr: 3.016e-02, eta: 2 days, 16:53:29, time: 1.694, data_time: 0.005, memory: 16628, top1_acc: 0.5013, top5_acc: 0.7411, loss_cls: 2.1628, loss: 2.1628, grad_norm: 3.2758 2021-01-27 02:23:02,842 - mmaction - INFO - Epoch [192][160/2147] lr: 3.016e-02, eta: 2 days, 16:52:55, time: 1.551, data_time: 0.010, memory: 16628, top1_acc: 0.5049, top5_acc: 0.7509, loss_cls: 2.0984, loss: 2.0984, grad_norm: 3.2203 2021-01-27 02:23:35,745 - mmaction - INFO - Epoch [192][180/2147] lr: 3.016e-02, eta: 2 days, 16:52:21, time: 1.644, data_time: 0.004, memory: 16628, top1_acc: 0.5098, top5_acc: 0.7442, loss_cls: 2.1332, loss: 2.1332, grad_norm: 3.3231 2021-01-27 02:24:04,928 - mmaction - INFO - Epoch [192][200/2147] lr: 3.016e-02, eta: 2 days, 16:51:46, time: 1.460, data_time: 0.012, memory: 16628, top1_acc: 0.4938, top5_acc: 0.7259, loss_cls: 2.2164, loss: 2.2164, grad_norm: 3.3123 2021-01-27 02:24:34,170 - mmaction - INFO - Epoch [192][220/2147] lr: 3.016e-02, eta: 2 days, 16:51:11, time: 1.460, data_time: 0.005, memory: 16628, top1_acc: 0.5121, top5_acc: 0.7344, loss_cls: 2.1388, loss: 2.1388, grad_norm: 3.1759 2021-01-27 02:25:05,104 - mmaction - INFO - Epoch [192][240/2147] lr: 3.016e-02, eta: 2 days, 16:50:37, time: 1.548, data_time: 0.008, memory: 16628, top1_acc: 0.5000, top5_acc: 0.7312, loss_cls: 2.1608, loss: 2.1608, grad_norm: 3.2895 2021-01-27 02:25:35,133 - mmaction - INFO - Epoch [192][260/2147] lr: 3.016e-02, eta: 2 days, 16:50:02, time: 1.495, data_time: 0.005, memory: 16628, top1_acc: 0.5147, top5_acc: 0.7420, loss_cls: 2.0968, loss: 2.0968, grad_norm: 3.2622 2021-01-27 02:26:07,808 - mmaction - INFO - Epoch [192][280/2147] lr: 3.016e-02, eta: 2 days, 16:49:28, time: 1.638, data_time: 0.012, memory: 16628, top1_acc: 0.5107, top5_acc: 0.7455, loss_cls: 2.1401, loss: 2.1401, grad_norm: 3.2969 2021-01-27 02:26:52,735 - mmaction - INFO - Epoch [192][300/2147] lr: 3.016e-02, eta: 2 days, 16:48:59, time: 2.243, data_time: 0.015, memory: 16628, top1_acc: 0.4835, top5_acc: 0.7277, loss_cls: 2.1934, loss: 2.1934, grad_norm: 3.2433 2021-01-27 02:27:21,996 - mmaction - INFO - Epoch [192][320/2147] lr: 3.016e-02, eta: 2 days, 16:48:24, time: 1.468, data_time: 0.018, memory: 16628, top1_acc: 0.4946, top5_acc: 0.7371, loss_cls: 2.2161, loss: 2.2161, grad_norm: 3.2683 2021-01-27 02:27:57,862 - mmaction - INFO - Epoch [192][340/2147] lr: 3.016e-02, eta: 2 days, 16:47:51, time: 1.715, data_time: 0.005, memory: 16628, top1_acc: 0.5134, top5_acc: 0.7509, loss_cls: 2.0864, loss: 2.0864, grad_norm: 3.1951 2021-01-27 02:28:28,913 - mmaction - INFO - Epoch [192][360/2147] lr: 3.016e-02, eta: 2 days, 16:47:17, time: 1.632, data_time: 0.086, memory: 16628, top1_acc: 0.4982, top5_acc: 0.7304, loss_cls: 2.2217, loss: 2.2217, grad_norm: 3.3738 2021-01-27 02:29:00,415 - mmaction - INFO - Epoch [192][380/2147] lr: 3.016e-02, eta: 2 days, 16:46:43, time: 1.573, data_time: 0.005, memory: 16628, top1_acc: 0.4964, top5_acc: 0.7299, loss_cls: 2.2199, loss: 2.2199, grad_norm: 3.3720 2021-01-27 02:29:33,994 - mmaction - INFO - Epoch [192][400/2147] lr: 3.016e-02, eta: 2 days, 16:46:09, time: 1.674, data_time: 0.006, memory: 16628, top1_acc: 0.4937, top5_acc: 0.7357, loss_cls: 2.1963, loss: 2.1963, grad_norm: 3.3054 2021-01-27 02:30:13,529 - mmaction - INFO - Epoch [192][420/2147] lr: 3.016e-02, eta: 2 days, 16:45:38, time: 1.979, data_time: 0.011, memory: 16628, top1_acc: 0.5129, top5_acc: 0.7348, loss_cls: 2.1654, loss: 2.1654, grad_norm: 3.1345 2021-01-27 02:30:43,649 - mmaction - INFO - Epoch [192][440/2147] lr: 3.016e-02, eta: 2 days, 16:45:03, time: 1.506, data_time: 0.008, memory: 16628, top1_acc: 0.5134, top5_acc: 0.7545, loss_cls: 2.1519, loss: 2.1519, grad_norm: 3.2614 2021-01-27 02:31:14,944 - mmaction - INFO - Epoch [192][460/2147] lr: 3.016e-02, eta: 2 days, 16:44:28, time: 1.548, data_time: 0.007, memory: 16628, top1_acc: 0.5022, top5_acc: 0.7371, loss_cls: 2.1528, loss: 2.1528, grad_norm: 3.3277 2021-01-27 02:32:01,134 - mmaction - INFO - Epoch [192][480/2147] lr: 3.016e-02, eta: 2 days, 16:43:59, time: 2.325, data_time: 0.027, memory: 16628, top1_acc: 0.4991, top5_acc: 0.7437, loss_cls: 2.1706, loss: 2.1706, grad_norm: 3.2848 2021-01-27 02:32:32,269 - mmaction - INFO - Epoch [192][500/2147] lr: 3.016e-02, eta: 2 days, 16:43:25, time: 1.561, data_time: 0.013, memory: 16628, top1_acc: 0.5192, top5_acc: 0.7446, loss_cls: 2.1252, loss: 2.1252, grad_norm: 3.1643 2021-01-27 02:33:12,417 - mmaction - INFO - Epoch [192][520/2147] lr: 3.016e-02, eta: 2 days, 16:42:54, time: 2.000, data_time: 0.007, memory: 16628, top1_acc: 0.5071, top5_acc: 0.7366, loss_cls: 2.1461, loss: 2.1461, grad_norm: 3.2961 2021-01-27 02:33:41,197 - mmaction - INFO - Epoch [192][540/2147] lr: 3.016e-02, eta: 2 days, 16:42:19, time: 1.448, data_time: 0.012, memory: 16628, top1_acc: 0.5112, top5_acc: 0.7438, loss_cls: 2.1070, loss: 2.1070, grad_norm: 3.2069 2021-01-27 02:34:14,662 - mmaction - INFO - Epoch [192][560/2147] lr: 3.016e-02, eta: 2 days, 16:41:45, time: 1.670, data_time: 0.003, memory: 16628, top1_acc: 0.5107, top5_acc: 0.7397, loss_cls: 2.1608, loss: 2.1608, grad_norm: 3.3453 2021-01-27 02:34:50,515 - mmaction - INFO - Epoch [192][580/2147] lr: 3.016e-02, eta: 2 days, 16:41:12, time: 1.791, data_time: 0.008, memory: 16628, top1_acc: 0.4888, top5_acc: 0.7232, loss_cls: 2.2564, loss: 2.2564, grad_norm: 3.3300 2021-01-27 02:35:24,036 - mmaction - INFO - Epoch [192][600/2147] lr: 3.016e-02, eta: 2 days, 16:40:39, time: 1.678, data_time: 0.010, memory: 16628, top1_acc: 0.5040, top5_acc: 0.7362, loss_cls: 2.1749, loss: 2.1749, grad_norm: 3.2967 2021-01-27 02:36:02,049 - mmaction - INFO - Epoch [192][620/2147] lr: 3.016e-02, eta: 2 days, 16:40:07, time: 1.898, data_time: 0.009, memory: 16628, top1_acc: 0.5138, top5_acc: 0.7455, loss_cls: 2.0935, loss: 2.0935, grad_norm: 3.2790 2021-01-27 02:36:37,125 - mmaction - INFO - Epoch [192][640/2147] lr: 3.016e-02, eta: 2 days, 16:39:34, time: 1.741, data_time: 0.010, memory: 16628, top1_acc: 0.5013, top5_acc: 0.7411, loss_cls: 2.1069, loss: 2.1069, grad_norm: 3.2437 2021-01-27 02:37:15,942 - mmaction - INFO - Epoch [192][660/2147] lr: 3.016e-02, eta: 2 days, 16:39:02, time: 1.960, data_time: 0.027, memory: 16628, top1_acc: 0.5152, top5_acc: 0.7411, loss_cls: 2.1350, loss: 2.1350, grad_norm: 3.2365 2021-01-27 02:37:50,676 - mmaction - INFO - Epoch [192][680/2147] lr: 3.016e-02, eta: 2 days, 16:38:29, time: 1.733, data_time: 0.004, memory: 16628, top1_acc: 0.5027, top5_acc: 0.7429, loss_cls: 2.1421, loss: 2.1421, grad_norm: 3.1760 2021-01-27 02:38:21,720 - mmaction - INFO - Epoch [192][700/2147] lr: 3.016e-02, eta: 2 days, 16:37:55, time: 1.552, data_time: 0.008, memory: 16628, top1_acc: 0.5112, top5_acc: 0.7375, loss_cls: 2.1431, loss: 2.1431, grad_norm: 3.2765 2021-01-27 02:38:53,441 - mmaction - INFO - Epoch [192][720/2147] lr: 3.016e-02, eta: 2 days, 16:37:21, time: 1.590, data_time: 0.012, memory: 16628, top1_acc: 0.5116, top5_acc: 0.7554, loss_cls: 2.1220, loss: 2.1220, grad_norm: 3.3350 2021-01-27 02:39:22,263 - mmaction - INFO - Epoch [192][740/2147] lr: 3.016e-02, eta: 2 days, 16:36:46, time: 1.441, data_time: 0.004, memory: 16628, top1_acc: 0.5067, top5_acc: 0.7357, loss_cls: 2.1425, loss: 2.1425, grad_norm: 3.3317 2021-01-27 02:40:00,002 - mmaction - INFO - Epoch [192][760/2147] lr: 3.016e-02, eta: 2 days, 16:36:13, time: 1.875, data_time: 0.004, memory: 16628, top1_acc: 0.5022, top5_acc: 0.7335, loss_cls: 2.1725, loss: 2.1725, grad_norm: 3.3566 2021-01-27 02:40:28,900 - mmaction - INFO - Epoch [192][780/2147] lr: 3.016e-02, eta: 2 days, 16:35:38, time: 1.453, data_time: 0.016, memory: 16628, top1_acc: 0.5143, top5_acc: 0.7348, loss_cls: 2.1894, loss: 2.1894, grad_norm: 3.2963 2021-01-27 02:40:59,959 - mmaction - INFO - Epoch [192][800/2147] lr: 3.016e-02, eta: 2 days, 16:35:04, time: 1.557, data_time: 0.007, memory: 16628, top1_acc: 0.5094, top5_acc: 0.7433, loss_cls: 2.1347, loss: 2.1347, grad_norm: 3.2585 2021-01-27 02:41:33,125 - mmaction - INFO - Epoch [192][820/2147] lr: 3.016e-02, eta: 2 days, 16:34:30, time: 1.654, data_time: 0.002, memory: 16628, top1_acc: 0.5009, top5_acc: 0.7536, loss_cls: 2.1407, loss: 2.1407, grad_norm: 3.3262 2021-01-27 02:42:09,535 - mmaction - INFO - Epoch [192][840/2147] lr: 3.016e-02, eta: 2 days, 16:33:58, time: 1.819, data_time: 0.135, memory: 16628, top1_acc: 0.5174, top5_acc: 0.7388, loss_cls: 2.1688, loss: 2.1688, grad_norm: 3.2592 2021-01-27 02:42:40,083 - mmaction - INFO - Epoch [192][860/2147] lr: 3.016e-02, eta: 2 days, 16:33:23, time: 1.532, data_time: 0.011, memory: 16628, top1_acc: 0.5058, top5_acc: 0.7397, loss_cls: 2.1240, loss: 2.1240, grad_norm: 3.2742 2021-01-27 02:43:28,756 - mmaction - INFO - Epoch [192][880/2147] lr: 3.016e-02, eta: 2 days, 16:32:55, time: 2.428, data_time: 0.006, memory: 16628, top1_acc: 0.4982, top5_acc: 0.7415, loss_cls: 2.1604, loss: 2.1604, grad_norm: 3.2451 2021-01-27 02:44:04,659 - mmaction - INFO - Epoch [192][900/2147] lr: 3.016e-02, eta: 2 days, 16:32:22, time: 1.790, data_time: 0.016, memory: 16628, top1_acc: 0.5018, top5_acc: 0.7321, loss_cls: 2.1784, loss: 2.1784, grad_norm: 3.3082 2021-01-27 02:44:36,876 - mmaction - INFO - Epoch [192][920/2147] lr: 3.016e-02, eta: 2 days, 16:31:48, time: 1.612, data_time: 0.015, memory: 16628, top1_acc: 0.5174, top5_acc: 0.7500, loss_cls: 2.1183, loss: 2.1183, grad_norm: 3.3598 2021-01-27 02:45:11,009 - mmaction - INFO - Epoch [192][940/2147] lr: 3.016e-02, eta: 2 days, 16:31:15, time: 1.708, data_time: 0.016, memory: 16628, top1_acc: 0.5098, top5_acc: 0.7362, loss_cls: 2.1557, loss: 2.1557, grad_norm: 3.3049 2021-01-27 02:45:42,040 - mmaction - INFO - Epoch [192][960/2147] lr: 3.016e-02, eta: 2 days, 16:30:41, time: 1.551, data_time: 0.011, memory: 16628, top1_acc: 0.4951, top5_acc: 0.7308, loss_cls: 2.1727, loss: 2.1727, grad_norm: 3.2757 2021-01-27 02:46:16,800 - mmaction - INFO - Epoch [192][980/2147] lr: 3.016e-02, eta: 2 days, 16:30:08, time: 1.742, data_time: 0.018, memory: 16628, top1_acc: 0.5040, top5_acc: 0.7308, loss_cls: 2.1843, loss: 2.1843, grad_norm: 3.2488 2021-01-27 02:47:04,855 - mmaction - INFO - Epoch [192][1000/2147] lr: 3.016e-02, eta: 2 days, 16:29:39, time: 2.400, data_time: 0.010, memory: 16628, top1_acc: 0.5022, top5_acc: 0.7460, loss_cls: 2.1162, loss: 2.1162, grad_norm: 3.2877 2021-01-27 02:47:38,920 - mmaction - INFO - Epoch [192][1020/2147] lr: 3.016e-02, eta: 2 days, 16:29:06, time: 1.704, data_time: 0.015, memory: 16628, top1_acc: 0.5187, top5_acc: 0.7629, loss_cls: 2.0369, loss: 2.0369, grad_norm: 3.2551 2021-01-27 02:48:07,480 - mmaction - INFO - Epoch [192][1040/2147] lr: 3.016e-02, eta: 2 days, 16:28:30, time: 1.435, data_time: 0.012, memory: 16628, top1_acc: 0.4991, top5_acc: 0.7272, loss_cls: 2.1936, loss: 2.1936, grad_norm: 3.3018 2021-01-27 02:48:42,025 - mmaction - INFO - Epoch [192][1060/2147] lr: 3.016e-02, eta: 2 days, 16:27:57, time: 1.725, data_time: 0.016, memory: 16628, top1_acc: 0.5009, top5_acc: 0.7321, loss_cls: 2.2185, loss: 2.2185, grad_norm: 3.2368 2021-01-27 02:49:15,597 - mmaction - INFO - Epoch [192][1080/2147] lr: 3.016e-02, eta: 2 days, 16:27:24, time: 1.682, data_time: 0.009, memory: 16628, top1_acc: 0.4987, top5_acc: 0.7420, loss_cls: 2.1891, loss: 2.1891, grad_norm: 3.3271 2021-01-27 02:49:48,758 - mmaction - INFO - Epoch [192][1100/2147] lr: 3.016e-02, eta: 2 days, 16:26:50, time: 1.656, data_time: 0.006, memory: 16628, top1_acc: 0.4951, top5_acc: 0.7348, loss_cls: 2.2051, loss: 2.2051, grad_norm: 3.3551 2021-01-27 02:50:23,290 - mmaction - INFO - Epoch [192][1120/2147] lr: 3.016e-02, eta: 2 days, 16:26:17, time: 1.719, data_time: 0.005, memory: 16628, top1_acc: 0.4879, top5_acc: 0.7263, loss_cls: 2.1960, loss: 2.1960, grad_norm: 3.2842 2021-01-27 02:51:01,134 - mmaction - INFO - Epoch [192][1140/2147] lr: 3.016e-02, eta: 2 days, 16:25:45, time: 1.893, data_time: 0.020, memory: 16628, top1_acc: 0.5152, top5_acc: 0.7344, loss_cls: 2.1562, loss: 2.1562, grad_norm: 3.2375 2021-01-27 02:51:31,613 - mmaction - INFO - Epoch [192][1160/2147] lr: 3.016e-02, eta: 2 days, 16:25:10, time: 1.533, data_time: 0.019, memory: 16628, top1_acc: 0.5071, top5_acc: 0.7518, loss_cls: 2.1374, loss: 2.1374, grad_norm: 3.2442 2021-01-27 02:52:14,474 - mmaction - INFO - Epoch [192][1180/2147] lr: 3.016e-02, eta: 2 days, 16:24:40, time: 2.124, data_time: 0.007, memory: 16628, top1_acc: 0.5116, top5_acc: 0.7375, loss_cls: 2.1214, loss: 2.1214, grad_norm: 3.1578 2021-01-27 02:52:47,780 - mmaction - INFO - Epoch [192][1200/2147] lr: 3.016e-02, eta: 2 days, 16:24:06, time: 1.670, data_time: 0.027, memory: 16628, top1_acc: 0.5080, top5_acc: 0.7304, loss_cls: 2.1998, loss: 2.1998, grad_norm: 3.2977 2021-01-27 02:53:27,380 - mmaction - INFO - Epoch [192][1220/2147] lr: 3.016e-02, eta: 2 days, 16:23:35, time: 1.993, data_time: 0.025, memory: 16628, top1_acc: 0.5071, top5_acc: 0.7210, loss_cls: 2.2088, loss: 2.2088, grad_norm: 3.2445 2021-01-27 02:53:59,701 - mmaction - INFO - Epoch [192][1240/2147] lr: 3.016e-02, eta: 2 days, 16:23:01, time: 1.611, data_time: 0.008, memory: 16628, top1_acc: 0.5067, top5_acc: 0.7411, loss_cls: 2.1710, loss: 2.1710, grad_norm: 3.2458 2021-01-27 02:54:41,125 - mmaction - INFO - Epoch [192][1260/2147] lr: 3.016e-02, eta: 2 days, 16:22:30, time: 2.073, data_time: 0.014, memory: 16628, top1_acc: 0.5129, top5_acc: 0.7384, loss_cls: 2.1632, loss: 2.1632, grad_norm: 3.2598 2021-01-27 02:55:20,878 - mmaction - INFO - Epoch [192][1280/2147] lr: 3.016e-02, eta: 2 days, 16:21:59, time: 1.961, data_time: 0.008, memory: 16628, top1_acc: 0.5009, top5_acc: 0.7357, loss_cls: 2.1820, loss: 2.1820, grad_norm: 3.3952 2021-01-27 02:55:52,899 - mmaction - INFO - Epoch [192][1300/2147] lr: 3.016e-02, eta: 2 days, 16:21:25, time: 1.633, data_time: 0.041, memory: 16628, top1_acc: 0.5009, top5_acc: 0.7290, loss_cls: 2.2182, loss: 2.2182, grad_norm: 3.3188 2021-01-27 02:56:21,597 - mmaction - INFO - Epoch [192][1320/2147] lr: 3.016e-02, eta: 2 days, 16:20:50, time: 1.435, data_time: 0.003, memory: 16628, top1_acc: 0.4853, top5_acc: 0.7321, loss_cls: 2.2229, loss: 2.2229, grad_norm: 3.4245 2021-01-27 02:57:00,429 - mmaction - INFO - Epoch [192][1340/2147] lr: 3.016e-02, eta: 2 days, 16:20:18, time: 1.941, data_time: 0.008, memory: 16628, top1_acc: 0.5228, top5_acc: 0.7277, loss_cls: 2.1428, loss: 2.1428, grad_norm: 3.2395 2021-01-27 02:57:33,294 - mmaction - INFO - Epoch [192][1360/2147] lr: 3.016e-02, eta: 2 days, 16:19:44, time: 1.638, data_time: 0.004, memory: 16628, top1_acc: 0.5009, top5_acc: 0.7330, loss_cls: 2.1903, loss: 2.1903, grad_norm: 3.2482 2021-01-27 02:58:16,575 - mmaction - INFO - Epoch [192][1380/2147] lr: 3.016e-02, eta: 2 days, 16:19:14, time: 2.166, data_time: 0.013, memory: 16628, top1_acc: 0.4911, top5_acc: 0.7353, loss_cls: 2.1892, loss: 2.1892, grad_norm: 3.3313 2021-01-27 02:58:46,767 - mmaction - INFO - Epoch [192][1400/2147] lr: 3.016e-02, eta: 2 days, 16:18:39, time: 1.513, data_time: 0.006, memory: 16628, top1_acc: 0.5004, top5_acc: 0.7312, loss_cls: 2.1875, loss: 2.1875, grad_norm: 3.3452 2021-01-27 02:59:19,814 - mmaction - INFO - Epoch [192][1420/2147] lr: 3.016e-02, eta: 2 days, 16:18:06, time: 1.640, data_time: 0.001, memory: 16628, top1_acc: 0.5027, top5_acc: 0.7250, loss_cls: 2.1786, loss: 2.1786, grad_norm: 3.2943 2021-01-27 02:59:49,431 - mmaction - INFO - Epoch [192][1440/2147] lr: 3.016e-02, eta: 2 days, 16:17:31, time: 1.493, data_time: 0.015, memory: 16628, top1_acc: 0.4973, top5_acc: 0.7415, loss_cls: 2.1422, loss: 2.1422, grad_norm: 3.2810 2021-01-27 03:00:21,016 - mmaction - INFO - Epoch [192][1460/2147] lr: 3.016e-02, eta: 2 days, 16:16:57, time: 1.573, data_time: 0.003, memory: 16628, top1_acc: 0.4906, top5_acc: 0.7304, loss_cls: 2.1785, loss: 2.1785, grad_norm: 3.2850 2021-01-27 03:00:50,335 - mmaction - INFO - Epoch [192][1480/2147] lr: 3.016e-02, eta: 2 days, 16:16:22, time: 1.472, data_time: 0.011, memory: 16628, top1_acc: 0.4942, top5_acc: 0.7317, loss_cls: 2.1874, loss: 2.1874, grad_norm: 3.3268 2021-01-27 03:01:23,453 - mmaction - INFO - Epoch [192][1500/2147] lr: 3.016e-02, eta: 2 days, 16:15:48, time: 1.653, data_time: 0.003, memory: 16628, top1_acc: 0.4915, top5_acc: 0.7254, loss_cls: 2.2089, loss: 2.2089, grad_norm: 3.3656 2021-01-27 03:02:15,448 - mmaction - INFO - Epoch [192][1520/2147] lr: 3.016e-02, eta: 2 days, 16:15:21, time: 2.594, data_time: 0.011, memory: 16628, top1_acc: 0.4964, top5_acc: 0.7446, loss_cls: 2.1709, loss: 2.1709, grad_norm: 3.2504 2021-01-27 03:02:45,750 - mmaction - INFO - Epoch [192][1540/2147] lr: 3.016e-02, eta: 2 days, 16:14:46, time: 1.520, data_time: 0.018, memory: 16628, top1_acc: 0.5018, top5_acc: 0.7393, loss_cls: 2.1696, loss: 2.1696, grad_norm: 3.2076 2021-01-27 03:03:14,999 - mmaction - INFO - Epoch [192][1560/2147] lr: 3.016e-02, eta: 2 days, 16:14:11, time: 1.460, data_time: 0.006, memory: 16628, top1_acc: 0.5161, top5_acc: 0.7451, loss_cls: 2.0864, loss: 2.0864, grad_norm: 3.2262 2021-01-27 03:03:51,127 - mmaction - INFO - Epoch [192][1580/2147] lr: 3.016e-02, eta: 2 days, 16:13:39, time: 1.812, data_time: 0.013, memory: 16628, top1_acc: 0.4973, top5_acc: 0.7357, loss_cls: 2.1674, loss: 2.1674, grad_norm: 3.2983 2021-01-27 03:04:19,989 - mmaction - INFO - Epoch [192][1600/2147] lr: 3.016e-02, eta: 2 days, 16:13:03, time: 1.440, data_time: 0.004, memory: 16628, top1_acc: 0.4982, top5_acc: 0.7335, loss_cls: 2.1710, loss: 2.1710, grad_norm: 3.2707 2021-01-27 03:04:49,197 - mmaction - INFO - Epoch [192][1620/2147] lr: 3.016e-02, eta: 2 days, 16:12:29, time: 1.461, data_time: 0.009, memory: 16628, top1_acc: 0.4920, top5_acc: 0.7308, loss_cls: 2.2165, loss: 2.2165, grad_norm: 3.3559 2021-01-27 03:05:27,990 - mmaction - INFO - Epoch [192][1640/2147] lr: 3.016e-02, eta: 2 days, 16:11:57, time: 1.937, data_time: 0.043, memory: 16628, top1_acc: 0.4915, top5_acc: 0.7308, loss_cls: 2.1991, loss: 2.1991, grad_norm: 3.2677 2021-01-27 03:06:01,222 - mmaction - INFO - Epoch [192][1660/2147] lr: 3.016e-02, eta: 2 days, 16:11:23, time: 1.665, data_time: 0.021, memory: 16628, top1_acc: 0.4991, top5_acc: 0.7357, loss_cls: 2.1762, loss: 2.1762, grad_norm: 3.3119 2021-01-27 03:06:30,528 - mmaction - INFO - Epoch [192][1680/2147] lr: 3.016e-02, eta: 2 days, 16:10:48, time: 1.463, data_time: 0.007, memory: 16628, top1_acc: 0.5121, top5_acc: 0.7366, loss_cls: 2.1187, loss: 2.1187, grad_norm: 3.2556 2021-01-27 03:07:16,287 - mmaction - INFO - Epoch [192][1700/2147] lr: 3.016e-02, eta: 2 days, 16:10:19, time: 2.282, data_time: 0.012, memory: 16628, top1_acc: 0.5000, top5_acc: 0.7344, loss_cls: 2.1593, loss: 2.1593, grad_norm: 3.2097 2021-01-27 03:07:47,967 - mmaction - INFO - Epoch [192][1720/2147] lr: 3.016e-02, eta: 2 days, 16:09:45, time: 1.591, data_time: 0.029, memory: 16628, top1_acc: 0.4933, top5_acc: 0.7326, loss_cls: 2.2162, loss: 2.2162, grad_norm: 3.2845 2021-01-27 03:08:18,746 - mmaction - INFO - Epoch [192][1740/2147] lr: 3.016e-02, eta: 2 days, 16:09:10, time: 1.540, data_time: 0.006, memory: 16628, top1_acc: 0.5121, top5_acc: 0.7464, loss_cls: 2.1301, loss: 2.1301, grad_norm: 3.2996 2021-01-27 03:08:48,966 - mmaction - INFO - Epoch [192][1760/2147] lr: 3.016e-02, eta: 2 days, 16:08:36, time: 1.510, data_time: 0.007, memory: 16628, top1_acc: 0.4911, top5_acc: 0.7335, loss_cls: 2.1626, loss: 2.1626, grad_norm: 3.3201 2021-01-27 03:09:18,928 - mmaction - INFO - Epoch [192][1780/2147] lr: 3.016e-02, eta: 2 days, 16:08:01, time: 1.498, data_time: 0.007, memory: 16628, top1_acc: 0.4982, top5_acc: 0.7379, loss_cls: 2.2035, loss: 2.2035, grad_norm: 3.3120 2021-01-27 03:09:53,011 - mmaction - INFO - Epoch [192][1800/2147] lr: 3.016e-02, eta: 2 days, 16:07:28, time: 1.698, data_time: 0.009, memory: 16628, top1_acc: 0.4973, top5_acc: 0.7504, loss_cls: 2.1502, loss: 2.1502, grad_norm: 3.3497 2021-01-27 03:10:21,920 - mmaction - INFO - Epoch [192][1820/2147] lr: 3.016e-02, eta: 2 days, 16:06:53, time: 1.454, data_time: 0.014, memory: 16628, top1_acc: 0.5112, top5_acc: 0.7339, loss_cls: 2.1615, loss: 2.1615, grad_norm: 3.2756 2021-01-27 03:10:55,843 - mmaction - INFO - Epoch [192][1840/2147] lr: 3.016e-02, eta: 2 days, 16:06:19, time: 1.690, data_time: 0.008, memory: 16628, top1_acc: 0.5089, top5_acc: 0.7384, loss_cls: 2.1247, loss: 2.1247, grad_norm: 3.1952 2021-01-27 03:11:39,404 - mmaction - INFO - Epoch [192][1860/2147] lr: 3.016e-02, eta: 2 days, 16:05:49, time: 2.180, data_time: 0.015, memory: 16628, top1_acc: 0.5058, top5_acc: 0.7487, loss_cls: 2.1571, loss: 2.1571, grad_norm: 3.2602 2021-01-27 03:12:19,556 - mmaction - INFO - Epoch [192][1880/2147] lr: 3.016e-02, eta: 2 days, 16:05:18, time: 2.009, data_time: 0.210, memory: 16628, top1_acc: 0.5040, top5_acc: 0.7402, loss_cls: 2.1791, loss: 2.1791, grad_norm: 3.2927 2021-01-27 03:12:58,533 - mmaction - INFO - Epoch [192][1900/2147] lr: 3.016e-02, eta: 2 days, 16:04:46, time: 1.929, data_time: 0.033, memory: 16628, top1_acc: 0.5013, top5_acc: 0.7344, loss_cls: 2.1773, loss: 2.1773, grad_norm: 3.2781 2021-01-27 03:13:33,162 - mmaction - INFO - Epoch [192][1920/2147] lr: 3.016e-02, eta: 2 days, 16:04:13, time: 1.753, data_time: 0.037, memory: 16628, top1_acc: 0.4629, top5_acc: 0.7219, loss_cls: 2.3087, loss: 2.3087, grad_norm: 3.4126 2021-01-27 03:14:04,056 - mmaction - INFO - Epoch [192][1940/2147] lr: 3.016e-02, eta: 2 days, 16:03:38, time: 1.535, data_time: 0.012, memory: 16628, top1_acc: 0.4830, top5_acc: 0.7277, loss_cls: 2.2081, loss: 2.2081, grad_norm: 3.2857 2021-01-27 03:14:33,492 - mmaction - INFO - Epoch [192][1960/2147] lr: 3.016e-02, eta: 2 days, 16:03:04, time: 1.483, data_time: 0.018, memory: 16628, top1_acc: 0.5161, top5_acc: 0.7469, loss_cls: 2.1172, loss: 2.1172, grad_norm: 3.1920 2021-01-27 03:15:05,590 - mmaction - INFO - Epoch [192][1980/2147] lr: 3.016e-02, eta: 2 days, 16:02:30, time: 1.605, data_time: 0.005, memory: 16628, top1_acc: 0.5000, top5_acc: 0.7335, loss_cls: 2.1813, loss: 2.1813, grad_norm: 3.2859 2021-01-27 03:15:40,595 - mmaction - INFO - Epoch [192][2000/2147] lr: 3.016e-02, eta: 2 days, 16:01:57, time: 1.745, data_time: 0.005, memory: 16628, top1_acc: 0.4866, top5_acc: 0.7161, loss_cls: 2.2442, loss: 2.2442, grad_norm: 3.2998 2021-01-27 03:16:14,361 - mmaction - INFO - Epoch [192][2020/2147] lr: 3.016e-02, eta: 2 days, 16:01:23, time: 1.692, data_time: 0.010, memory: 16628, top1_acc: 0.4884, top5_acc: 0.7125, loss_cls: 2.2403, loss: 2.2403, grad_norm: 3.2558 2021-01-27 03:16:51,281 - mmaction - INFO - Epoch [192][2040/2147] lr: 3.016e-02, eta: 2 days, 16:00:51, time: 1.847, data_time: 0.006, memory: 16628, top1_acc: 0.4960, top5_acc: 0.7254, loss_cls: 2.2087, loss: 2.2087, grad_norm: 3.1844 2021-01-27 03:17:19,963 - mmaction - INFO - Epoch [192][2060/2147] lr: 3.016e-02, eta: 2 days, 16:00:16, time: 1.435, data_time: 0.005, memory: 16628, top1_acc: 0.4884, top5_acc: 0.7353, loss_cls: 2.1949, loss: 2.1949, grad_norm: 3.2614 2021-01-27 03:17:52,383 - mmaction - INFO - Epoch [192][2080/2147] lr: 3.016e-02, eta: 2 days, 15:59:42, time: 1.620, data_time: 0.004, memory: 16628, top1_acc: 0.5004, top5_acc: 0.7411, loss_cls: 2.1564, loss: 2.1564, grad_norm: 3.3458 2021-01-27 03:18:27,550 - mmaction - INFO - Epoch [192][2100/2147] lr: 3.016e-02, eta: 2 days, 15:59:09, time: 1.757, data_time: 0.006, memory: 16628, top1_acc: 0.5031, top5_acc: 0.7402, loss_cls: 2.1277, loss: 2.1277, grad_norm: 3.3098 2021-01-27 03:18:59,169 - mmaction - INFO - Epoch [192][2120/2147] lr: 3.016e-02, eta: 2 days, 15:58:35, time: 1.582, data_time: 0.006, memory: 16628, top1_acc: 0.4844, top5_acc: 0.7179, loss_cls: 2.2661, loss: 2.2661, grad_norm: 3.3863 2021-01-27 03:19:30,214 - mmaction - INFO - Epoch [192][2140/2147] lr: 3.016e-02, eta: 2 days, 15:58:00, time: 1.553, data_time: 0.005, memory: 16628, top1_acc: 0.4897, top5_acc: 0.7366, loss_cls: 2.2055, loss: 2.2055, grad_norm: 3.2906 2021-01-27 03:20:01,789 - mmaction - INFO - Saving checkpoint at 192 epochs 2021-01-27 03:27:15,245 - mmaction - INFO - Epoch [193][20/2147] lr: 2.929e-02, eta: 2 days, 15:59:24, time: 21.558, data_time: 19.202, memory: 16628, top1_acc: 0.5013, top5_acc: 0.7339, loss_cls: 2.1756, loss: 2.1756, grad_norm: 3.2360 2021-01-27 03:27:46,643 - mmaction - INFO - Epoch [193][40/2147] lr: 2.929e-02, eta: 2 days, 15:58:49, time: 1.575, data_time: 0.020, memory: 16628, top1_acc: 0.4991, top5_acc: 0.7402, loss_cls: 2.1609, loss: 2.1609, grad_norm: 3.3002 2021-01-27 03:28:19,583 - mmaction - INFO - Epoch [193][60/2147] lr: 2.929e-02, eta: 2 days, 15:58:16, time: 1.643, data_time: 0.007, memory: 16628, top1_acc: 0.5009, top5_acc: 0.7460, loss_cls: 2.1417, loss: 2.1417, grad_norm: 3.3630 2021-01-27 03:28:51,831 - mmaction - INFO - Epoch [193][80/2147] lr: 2.929e-02, eta: 2 days, 15:57:42, time: 1.618, data_time: 0.034, memory: 16628, top1_acc: 0.5089, top5_acc: 0.7384, loss_cls: 2.1165, loss: 2.1165, grad_norm: 3.2161 2021-01-27 03:29:27,005 - mmaction - INFO - Epoch [193][100/2147] lr: 2.929e-02, eta: 2 days, 15:57:09, time: 1.754, data_time: 0.007, memory: 16628, top1_acc: 0.5129, top5_acc: 0.7455, loss_cls: 2.1227, loss: 2.1227, grad_norm: 3.2559 2021-01-27 03:30:09,046 - mmaction - INFO - Epoch [193][120/2147] lr: 2.929e-02, eta: 2 days, 15:56:38, time: 2.099, data_time: 0.013, memory: 16628, top1_acc: 0.4960, top5_acc: 0.7353, loss_cls: 2.1517, loss: 2.1517, grad_norm: 3.4010 2021-01-27 03:30:37,805 - mmaction - INFO - Epoch [193][140/2147] lr: 2.929e-02, eta: 2 days, 15:56:03, time: 1.443, data_time: 0.014, memory: 16628, top1_acc: 0.5112, top5_acc: 0.7397, loss_cls: 2.1259, loss: 2.1259, grad_norm: 3.3672 2021-01-27 03:31:09,963 - mmaction - INFO - Epoch [193][160/2147] lr: 2.929e-02, eta: 2 days, 15:55:29, time: 1.604, data_time: 0.005, memory: 16628, top1_acc: 0.4893, top5_acc: 0.7263, loss_cls: 2.2515, loss: 2.2515, grad_norm: 3.4237 2021-01-27 03:31:49,939 - mmaction - INFO - Epoch [193][180/2147] lr: 2.929e-02, eta: 2 days, 15:54:58, time: 2.004, data_time: 0.012, memory: 16628, top1_acc: 0.5045, top5_acc: 0.7353, loss_cls: 2.1659, loss: 2.1659, grad_norm: 3.3304 2021-01-27 03:32:19,531 - mmaction - INFO - Epoch [193][200/2147] lr: 2.929e-02, eta: 2 days, 15:54:23, time: 1.478, data_time: 0.014, memory: 16628, top1_acc: 0.5049, top5_acc: 0.7482, loss_cls: 2.0754, loss: 2.0754, grad_norm: 3.2839 2021-01-27 03:32:53,138 - mmaction - INFO - Epoch [193][220/2147] lr: 2.929e-02, eta: 2 days, 15:53:49, time: 1.682, data_time: 0.005, memory: 16628, top1_acc: 0.4768, top5_acc: 0.7335, loss_cls: 2.2471, loss: 2.2471, grad_norm: 3.4219 2021-01-27 03:33:27,986 - mmaction - INFO - Epoch [193][240/2147] lr: 2.929e-02, eta: 2 days, 15:53:16, time: 1.742, data_time: 0.005, memory: 16628, top1_acc: 0.4946, top5_acc: 0.7272, loss_cls: 2.1901, loss: 2.1901, grad_norm: 3.3053 2021-01-27 03:34:00,823 - mmaction - INFO - Epoch [193][260/2147] lr: 2.929e-02, eta: 2 days, 15:52:42, time: 1.641, data_time: 0.006, memory: 16628, top1_acc: 0.5228, top5_acc: 0.7496, loss_cls: 2.1158, loss: 2.1158, grad_norm: 3.2949 2021-01-27 03:34:30,269 - mmaction - INFO - Epoch [193][280/2147] lr: 2.929e-02, eta: 2 days, 15:52:07, time: 1.471, data_time: 0.026, memory: 16628, top1_acc: 0.5165, top5_acc: 0.7496, loss_cls: 2.0890, loss: 2.0890, grad_norm: 3.2808 2021-01-27 03:35:03,705 - mmaction - INFO - Epoch [193][300/2147] lr: 2.929e-02, eta: 2 days, 15:51:34, time: 1.670, data_time: 0.005, memory: 16628, top1_acc: 0.5085, top5_acc: 0.7482, loss_cls: 2.1230, loss: 2.1230, grad_norm: 3.3140 2021-01-27 03:35:32,450 - mmaction - INFO - Epoch [193][320/2147] lr: 2.929e-02, eta: 2 days, 15:50:59, time: 1.441, data_time: 0.009, memory: 16628, top1_acc: 0.5027, top5_acc: 0.7223, loss_cls: 2.2277, loss: 2.2277, grad_norm: 3.3989 2021-01-27 03:36:06,115 - mmaction - INFO - Epoch [193][340/2147] lr: 2.929e-02, eta: 2 days, 15:50:25, time: 1.676, data_time: 0.002, memory: 16628, top1_acc: 0.5076, top5_acc: 0.7509, loss_cls: 2.0870, loss: 2.0870, grad_norm: 3.3002 2021-01-27 03:36:35,436 - mmaction - INFO - Epoch [193][360/2147] lr: 2.929e-02, eta: 2 days, 15:49:50, time: 1.474, data_time: 0.014, memory: 16628, top1_acc: 0.5201, top5_acc: 0.7379, loss_cls: 2.1016, loss: 2.1016, grad_norm: 3.1734 2021-01-27 03:37:21,874 - mmaction - INFO - Epoch [193][380/2147] lr: 2.929e-02, eta: 2 days, 15:49:21, time: 2.310, data_time: 0.068, memory: 16628, top1_acc: 0.4924, top5_acc: 0.7362, loss_cls: 2.1798, loss: 2.1798, grad_norm: 3.3743 2021-01-27 03:37:57,459 - mmaction - INFO - Epoch [193][400/2147] lr: 2.929e-02, eta: 2 days, 15:48:48, time: 1.781, data_time: 0.022, memory: 16628, top1_acc: 0.5205, top5_acc: 0.7576, loss_cls: 2.0917, loss: 2.0917, grad_norm: 3.2504 2021-01-27 03:38:30,659 - mmaction - INFO - Epoch [193][420/2147] lr: 2.929e-02, eta: 2 days, 15:48:15, time: 1.665, data_time: 0.012, memory: 16628, top1_acc: 0.4996, top5_acc: 0.7487, loss_cls: 2.1077, loss: 2.1077, grad_norm: 3.2726 2021-01-27 03:38:59,927 - mmaction - INFO - Epoch [193][440/2147] lr: 2.929e-02, eta: 2 days, 15:47:40, time: 1.460, data_time: 0.010, memory: 16628, top1_acc: 0.4996, top5_acc: 0.7464, loss_cls: 2.1378, loss: 2.1378, grad_norm: 3.2950 2021-01-27 03:39:30,416 - mmaction - INFO - Epoch [193][460/2147] lr: 2.929e-02, eta: 2 days, 15:47:05, time: 1.526, data_time: 0.012, memory: 16628, top1_acc: 0.5281, top5_acc: 0.7594, loss_cls: 2.0542, loss: 2.0542, grad_norm: 3.2740 2021-01-27 03:40:11,133 - mmaction - INFO - Epoch [193][480/2147] lr: 2.929e-02, eta: 2 days, 15:46:34, time: 2.031, data_time: 0.020, memory: 16628, top1_acc: 0.4955, top5_acc: 0.7214, loss_cls: 2.1858, loss: 2.1858, grad_norm: 3.4036 2021-01-27 03:40:42,753 - mmaction - INFO - Epoch [193][500/2147] lr: 2.929e-02, eta: 2 days, 15:46:00, time: 1.584, data_time: 0.020, memory: 16628, top1_acc: 0.5112, top5_acc: 0.7469, loss_cls: 2.1395, loss: 2.1395, grad_norm: 3.3537 2021-01-27 03:41:19,616 - mmaction - INFO - Epoch [193][520/2147] lr: 2.929e-02, eta: 2 days, 15:45:27, time: 1.843, data_time: 0.016, memory: 16628, top1_acc: 0.5192, top5_acc: 0.7545, loss_cls: 2.0901, loss: 2.0901, grad_norm: 3.3654 2021-01-27 03:42:02,243 - mmaction - INFO - Epoch [193][540/2147] lr: 2.929e-02, eta: 2 days, 15:44:57, time: 2.138, data_time: 0.011, memory: 16628, top1_acc: 0.5040, top5_acc: 0.7411, loss_cls: 2.1739, loss: 2.1739, grad_norm: 3.3473 2021-01-27 03:42:36,403 - mmaction - INFO - Epoch [193][560/2147] lr: 2.929e-02, eta: 2 days, 15:44:24, time: 1.709, data_time: 0.006, memory: 16628, top1_acc: 0.5125, top5_acc: 0.7415, loss_cls: 2.1352, loss: 2.1352, grad_norm: 3.3400 2021-01-27 03:43:11,614 - mmaction - INFO - Epoch [193][580/2147] lr: 2.929e-02, eta: 2 days, 15:43:50, time: 1.755, data_time: 0.005, memory: 16628, top1_acc: 0.4888, top5_acc: 0.7241, loss_cls: 2.2253, loss: 2.2253, grad_norm: 3.4259 2021-01-27 03:43:45,443 - mmaction - INFO - Epoch [193][600/2147] lr: 2.929e-02, eta: 2 days, 15:43:17, time: 1.697, data_time: 0.013, memory: 16628, top1_acc: 0.5004, top5_acc: 0.7348, loss_cls: 2.1789, loss: 2.1789, grad_norm: 3.3719 2021-01-27 03:44:21,117 - mmaction - INFO - Epoch [193][620/2147] lr: 2.929e-02, eta: 2 days, 15:42:44, time: 1.782, data_time: 0.010, memory: 16628, top1_acc: 0.5031, top5_acc: 0.7344, loss_cls: 2.1639, loss: 2.1639, grad_norm: 3.2993 2021-01-27 03:45:02,082 - mmaction - INFO - Epoch [193][640/2147] lr: 2.929e-02, eta: 2 days, 15:42:13, time: 2.044, data_time: 0.006, memory: 16628, top1_acc: 0.5031, top5_acc: 0.7451, loss_cls: 2.1222, loss: 2.1222, grad_norm: 3.2924 2021-01-27 03:45:36,665 - mmaction - INFO - Epoch [193][660/2147] lr: 2.929e-02, eta: 2 days, 15:41:40, time: 1.737, data_time: 0.015, memory: 16628, top1_acc: 0.5134, top5_acc: 0.7522, loss_cls: 2.0784, loss: 2.0784, grad_norm: 3.3030 2021-01-27 03:46:09,746 - mmaction - INFO - Epoch [193][680/2147] lr: 2.929e-02, eta: 2 days, 15:41:06, time: 1.642, data_time: 0.004, memory: 16628, top1_acc: 0.4821, top5_acc: 0.7277, loss_cls: 2.2289, loss: 2.2289, grad_norm: 3.4859 2021-01-27 03:46:49,931 - mmaction - INFO - Epoch [193][700/2147] lr: 2.929e-02, eta: 2 days, 15:40:35, time: 2.009, data_time: 0.109, memory: 16628, top1_acc: 0.5112, top5_acc: 0.7402, loss_cls: 2.1511, loss: 2.1511, grad_norm: 3.3240 2021-01-27 03:47:25,841 - mmaction - INFO - Epoch [193][720/2147] lr: 2.929e-02, eta: 2 days, 15:40:02, time: 1.807, data_time: 0.040, memory: 16628, top1_acc: 0.4817, top5_acc: 0.7335, loss_cls: 2.1831, loss: 2.1831, grad_norm: 3.4073 2021-01-27 03:47:58,279 - mmaction - INFO - Epoch [193][740/2147] lr: 2.929e-02, eta: 2 days, 15:39:28, time: 1.619, data_time: 0.005, memory: 16628, top1_acc: 0.4969, top5_acc: 0.7317, loss_cls: 2.1526, loss: 2.1526, grad_norm: 3.3718 2021-01-27 03:48:27,516 - mmaction - INFO - Epoch [193][760/2147] lr: 2.929e-02, eta: 2 days, 15:38:53, time: 1.465, data_time: 0.009, memory: 16628, top1_acc: 0.5129, top5_acc: 0.7460, loss_cls: 2.1070, loss: 2.1070, grad_norm: 3.2455 2021-01-27 03:48:56,586 - mmaction - INFO - Epoch [193][780/2147] lr: 2.929e-02, eta: 2 days, 15:38:18, time: 1.453, data_time: 0.003, memory: 16628, top1_acc: 0.4942, top5_acc: 0.7312, loss_cls: 2.2045, loss: 2.2045, grad_norm: 3.3146 2021-01-27 03:49:30,120 - mmaction - INFO - Epoch [193][800/2147] lr: 2.929e-02, eta: 2 days, 15:37:45, time: 1.679, data_time: 0.010, memory: 16628, top1_acc: 0.5134, top5_acc: 0.7406, loss_cls: 2.1433, loss: 2.1433, grad_norm: 3.2602 2021-01-27 03:49:59,437 - mmaction - INFO - Epoch [193][820/2147] lr: 2.929e-02, eta: 2 days, 15:37:10, time: 1.456, data_time: 0.002, memory: 16628, top1_acc: 0.5138, top5_acc: 0.7491, loss_cls: 2.1013, loss: 2.1013, grad_norm: 3.2451 2021-01-27 03:50:31,373 - mmaction - INFO - Epoch [193][840/2147] lr: 2.929e-02, eta: 2 days, 15:36:36, time: 1.607, data_time: 0.019, memory: 16628, top1_acc: 0.4991, top5_acc: 0.7366, loss_cls: 2.1969, loss: 2.1969, grad_norm: 3.3708 2021-01-27 03:51:00,407 - mmaction - INFO - Epoch [193][860/2147] lr: 2.929e-02, eta: 2 days, 15:36:01, time: 1.451, data_time: 0.010, memory: 16628, top1_acc: 0.4746, top5_acc: 0.7312, loss_cls: 2.2311, loss: 2.2311, grad_norm: 3.3813 2021-01-27 03:51:35,950 - mmaction - INFO - Epoch [193][880/2147] lr: 2.929e-02, eta: 2 days, 15:35:27, time: 1.670, data_time: 0.017, memory: 16628, top1_acc: 0.5062, top5_acc: 0.7246, loss_cls: 2.1813, loss: 2.1813, grad_norm: 3.3062 2021-01-27 03:52:14,877 - mmaction - INFO - Epoch [193][900/2147] lr: 2.929e-02, eta: 2 days, 15:34:56, time: 2.050, data_time: 0.402, memory: 16628, top1_acc: 0.5147, top5_acc: 0.7464, loss_cls: 2.1272, loss: 2.1272, grad_norm: 3.3255 2021-01-27 03:52:48,092 - mmaction - INFO - Epoch [193][920/2147] lr: 2.929e-02, eta: 2 days, 15:34:23, time: 1.664, data_time: 0.008, memory: 16628, top1_acc: 0.5143, top5_acc: 0.7393, loss_cls: 2.1440, loss: 2.1440, grad_norm: 3.3064 2021-01-27 03:53:20,839 - mmaction - INFO - Epoch [193][940/2147] lr: 2.929e-02, eta: 2 days, 15:33:49, time: 1.627, data_time: 0.002, memory: 16628, top1_acc: 0.5040, top5_acc: 0.7362, loss_cls: 2.2036, loss: 2.2036, grad_norm: 3.3190 2021-01-27 03:53:53,680 - mmaction - INFO - Epoch [193][960/2147] lr: 2.929e-02, eta: 2 days, 15:33:15, time: 1.645, data_time: 0.015, memory: 16628, top1_acc: 0.4955, top5_acc: 0.7424, loss_cls: 2.1807, loss: 2.1807, grad_norm: 3.2802 2021-01-27 03:54:23,821 - mmaction - INFO - Epoch [193][980/2147] lr: 2.929e-02, eta: 2 days, 15:32:40, time: 1.504, data_time: 0.011, memory: 16628, top1_acc: 0.5049, top5_acc: 0.7473, loss_cls: 2.1380, loss: 2.1380, grad_norm: 3.3591 2021-01-27 03:54:53,537 - mmaction - INFO - Epoch [193][1000/2147] lr: 2.929e-02, eta: 2 days, 15:32:06, time: 1.496, data_time: 0.015, memory: 16628, top1_acc: 0.5138, top5_acc: 0.7415, loss_cls: 2.1360, loss: 2.1360, grad_norm: 3.2325 2021-01-27 03:55:23,715 - mmaction - INFO - Epoch [193][1020/2147] lr: 2.929e-02, eta: 2 days, 15:31:31, time: 1.509, data_time: 0.012, memory: 16628, top1_acc: 0.4862, top5_acc: 0.7259, loss_cls: 2.2182, loss: 2.2182, grad_norm: 3.2557 2021-01-27 03:55:53,468 - mmaction - INFO - Epoch [193][1040/2147] lr: 2.929e-02, eta: 2 days, 15:30:56, time: 1.486, data_time: 0.006, memory: 16628, top1_acc: 0.4906, top5_acc: 0.7299, loss_cls: 2.1874, loss: 2.1874, grad_norm: 3.3659 2021-01-27 03:56:23,850 - mmaction - INFO - Epoch [193][1060/2147] lr: 2.929e-02, eta: 2 days, 15:30:22, time: 1.521, data_time: 0.011, memory: 16628, top1_acc: 0.4973, top5_acc: 0.7455, loss_cls: 2.1419, loss: 2.1419, grad_norm: 3.2936 2021-01-27 03:57:01,425 - mmaction - INFO - Epoch [193][1080/2147] lr: 2.929e-02, eta: 2 days, 15:29:49, time: 1.872, data_time: 0.005, memory: 16628, top1_acc: 0.4951, top5_acc: 0.7335, loss_cls: 2.1775, loss: 2.1775, grad_norm: 3.3323 2021-01-27 03:57:31,396 - mmaction - INFO - Epoch [193][1100/2147] lr: 2.929e-02, eta: 2 days, 15:29:15, time: 1.505, data_time: 0.011, memory: 16628, top1_acc: 0.5143, top5_acc: 0.7335, loss_cls: 2.1170, loss: 2.1170, grad_norm: 3.2493 2021-01-27 03:58:03,520 - mmaction - INFO - Epoch [193][1120/2147] lr: 2.929e-02, eta: 2 days, 15:28:41, time: 1.604, data_time: 0.006, memory: 16628, top1_acc: 0.4960, top5_acc: 0.7228, loss_cls: 2.2331, loss: 2.2331, grad_norm: 3.3651 2021-01-27 03:58:37,219 - mmaction - INFO - Epoch [193][1140/2147] lr: 2.929e-02, eta: 2 days, 15:28:07, time: 1.685, data_time: 0.009, memory: 16628, top1_acc: 0.5071, top5_acc: 0.7397, loss_cls: 2.1382, loss: 2.1382, grad_norm: 3.2165 2021-01-27 03:59:10,539 - mmaction - INFO - Epoch [193][1160/2147] lr: 2.929e-02, eta: 2 days, 15:27:33, time: 1.657, data_time: 0.009, memory: 16628, top1_acc: 0.5027, top5_acc: 0.7446, loss_cls: 2.1388, loss: 2.1388, grad_norm: 3.3339 2021-01-27 03:59:40,641 - mmaction - INFO - Epoch [193][1180/2147] lr: 2.929e-02, eta: 2 days, 15:26:59, time: 1.513, data_time: 0.018, memory: 16628, top1_acc: 0.5188, top5_acc: 0.7437, loss_cls: 2.1367, loss: 2.1367, grad_norm: 3.2678 2021-01-27 04:00:18,386 - mmaction - INFO - Epoch [193][1200/2147] lr: 2.929e-02, eta: 2 days, 15:26:27, time: 1.892, data_time: 0.012, memory: 16628, top1_acc: 0.5018, top5_acc: 0.7362, loss_cls: 2.1625, loss: 2.1625, grad_norm: 3.2963 2021-01-27 04:00:53,877 - mmaction - INFO - Epoch [193][1220/2147] lr: 2.929e-02, eta: 2 days, 15:25:54, time: 1.766, data_time: 0.013, memory: 16628, top1_acc: 0.5054, top5_acc: 0.7254, loss_cls: 2.1871, loss: 2.1871, grad_norm: 3.3649 2021-01-27 04:01:28,437 - mmaction - INFO - Epoch [193][1240/2147] lr: 2.929e-02, eta: 2 days, 15:25:21, time: 1.732, data_time: 0.019, memory: 16628, top1_acc: 0.5040, top5_acc: 0.7509, loss_cls: 2.1318, loss: 2.1318, grad_norm: 3.3442 2021-01-27 04:02:00,010 - mmaction - INFO - Epoch [193][1260/2147] lr: 2.929e-02, eta: 2 days, 15:24:46, time: 1.579, data_time: 0.026, memory: 16628, top1_acc: 0.4982, top5_acc: 0.7357, loss_cls: 2.1865, loss: 2.1865, grad_norm: 3.3676 2021-01-27 04:02:34,294 - mmaction - INFO - Epoch [193][1280/2147] lr: 2.929e-02, eta: 2 days, 15:24:13, time: 1.694, data_time: 0.012, memory: 16628, top1_acc: 0.5129, top5_acc: 0.7500, loss_cls: 2.1126, loss: 2.1126, grad_norm: 3.3590 2021-01-27 04:03:03,792 - mmaction - INFO - Epoch [193][1300/2147] lr: 2.929e-02, eta: 2 days, 15:23:38, time: 1.500, data_time: 0.031, memory: 16628, top1_acc: 0.5031, top5_acc: 0.7496, loss_cls: 2.1272, loss: 2.1272, grad_norm: 3.4091 2021-01-27 04:03:38,770 - mmaction - INFO - Epoch [193][1320/2147] lr: 2.929e-02, eta: 2 days, 15:23:05, time: 1.747, data_time: 0.006, memory: 16628, top1_acc: 0.5045, top5_acc: 0.7326, loss_cls: 2.1621, loss: 2.1621, grad_norm: 3.3444 2021-01-27 04:04:07,577 - mmaction - INFO - Epoch [193][1340/2147] lr: 2.929e-02, eta: 2 days, 15:22:30, time: 1.436, data_time: 0.004, memory: 16628, top1_acc: 0.5179, top5_acc: 0.7531, loss_cls: 2.1131, loss: 2.1131, grad_norm: 3.2492 2021-01-27 04:04:39,043 - mmaction - INFO - Epoch [193][1360/2147] lr: 2.929e-02, eta: 2 days, 15:21:56, time: 1.574, data_time: 0.009, memory: 16628, top1_acc: 0.5116, top5_acc: 0.7397, loss_cls: 2.1169, loss: 2.1169, grad_norm: 3.2764 2021-01-27 04:05:10,143 - mmaction - INFO - Epoch [193][1380/2147] lr: 2.929e-02, eta: 2 days, 15:21:22, time: 1.556, data_time: 0.014, memory: 16628, top1_acc: 0.5089, top5_acc: 0.7348, loss_cls: 2.1909, loss: 2.1909, grad_norm: 3.3212 2021-01-27 04:05:42,467 - mmaction - INFO - Epoch [193][1400/2147] lr: 2.929e-02, eta: 2 days, 15:20:48, time: 1.619, data_time: 0.007, memory: 16628, top1_acc: 0.5165, top5_acc: 0.7464, loss_cls: 2.1242, loss: 2.1242, grad_norm: 3.2929 2021-01-27 04:06:18,050 - mmaction - INFO - Epoch [193][1420/2147] lr: 2.929e-02, eta: 2 days, 15:20:15, time: 1.774, data_time: 0.007, memory: 16628, top1_acc: 0.4964, top5_acc: 0.7379, loss_cls: 2.1699, loss: 2.1699, grad_norm: 3.3300 2021-01-27 04:06:54,644 - mmaction - INFO - Epoch [193][1440/2147] lr: 2.929e-02, eta: 2 days, 15:19:42, time: 1.837, data_time: 0.082, memory: 16628, top1_acc: 0.4987, top5_acc: 0.7393, loss_cls: 2.1549, loss: 2.1549, grad_norm: 3.4775 2021-01-27 04:07:29,354 - mmaction - INFO - Epoch [193][1460/2147] lr: 2.929e-02, eta: 2 days, 15:19:09, time: 1.735, data_time: 0.001, memory: 16628, top1_acc: 0.5009, top5_acc: 0.7424, loss_cls: 2.1258, loss: 2.1258, grad_norm: 3.3858 2021-01-27 04:08:08,137 - mmaction - INFO - Epoch [193][1480/2147] lr: 2.929e-02, eta: 2 days, 15:18:37, time: 1.936, data_time: 0.015, memory: 16628, top1_acc: 0.5210, top5_acc: 0.7442, loss_cls: 2.1201, loss: 2.1201, grad_norm: 3.3174 2021-01-27 04:08:39,621 - mmaction - INFO - Epoch [193][1500/2147] lr: 2.929e-02, eta: 2 days, 15:18:03, time: 1.572, data_time: 0.011, memory: 16628, top1_acc: 0.5089, top5_acc: 0.7375, loss_cls: 2.1738, loss: 2.1738, grad_norm: 3.2747 2021-01-27 04:09:14,146 - mmaction - INFO - Epoch [193][1520/2147] lr: 2.929e-02, eta: 2 days, 15:17:30, time: 1.729, data_time: 0.008, memory: 16628, top1_acc: 0.4973, top5_acc: 0.7317, loss_cls: 2.2045, loss: 2.2045, grad_norm: 3.3604 2021-01-27 04:09:49,034 - mmaction - INFO - Epoch [193][1540/2147] lr: 2.929e-02, eta: 2 days, 15:16:57, time: 1.744, data_time: 0.009, memory: 16628, top1_acc: 0.5138, top5_acc: 0.7442, loss_cls: 2.1463, loss: 2.1463, grad_norm: 3.3341 2021-01-27 04:10:18,114 - mmaction - INFO - Epoch [193][1560/2147] lr: 2.929e-02, eta: 2 days, 15:16:22, time: 1.455, data_time: 0.013, memory: 16628, top1_acc: 0.4942, top5_acc: 0.7277, loss_cls: 2.1872, loss: 2.1872, grad_norm: 3.2612 2021-01-27 04:10:50,304 - mmaction - INFO - Epoch [193][1580/2147] lr: 2.929e-02, eta: 2 days, 15:15:48, time: 1.604, data_time: 0.012, memory: 16628, top1_acc: 0.4902, top5_acc: 0.7268, loss_cls: 2.2145, loss: 2.2145, grad_norm: 3.3571 2021-01-27 04:11:22,050 - mmaction - INFO - Epoch [193][1600/2147] lr: 2.929e-02, eta: 2 days, 15:15:14, time: 1.593, data_time: 0.021, memory: 16628, top1_acc: 0.5116, top5_acc: 0.7482, loss_cls: 2.1483, loss: 2.1483, grad_norm: 3.2999 2021-01-27 04:12:01,947 - mmaction - INFO - Epoch [193][1620/2147] lr: 2.929e-02, eta: 2 days, 15:14:42, time: 1.993, data_time: 0.012, memory: 16628, top1_acc: 0.5062, top5_acc: 0.7415, loss_cls: 2.1596, loss: 2.1596, grad_norm: 3.2471 2021-01-27 04:12:34,581 - mmaction - INFO - Epoch [193][1640/2147] lr: 2.929e-02, eta: 2 days, 15:14:08, time: 1.581, data_time: 0.007, memory: 16628, top1_acc: 0.5223, top5_acc: 0.7455, loss_cls: 2.0898, loss: 2.0898, grad_norm: 3.2054 2021-01-27 04:13:03,897 - mmaction - INFO - Epoch [193][1660/2147] lr: 2.929e-02, eta: 2 days, 15:13:33, time: 1.519, data_time: 0.057, memory: 16628, top1_acc: 0.5076, top5_acc: 0.7478, loss_cls: 2.0998, loss: 2.0998, grad_norm: 3.2576 2021-01-27 04:13:35,860 - mmaction - INFO - Epoch [193][1680/2147] lr: 2.929e-02, eta: 2 days, 15:12:59, time: 1.599, data_time: 0.004, memory: 16628, top1_acc: 0.5058, top5_acc: 0.7397, loss_cls: 2.1178, loss: 2.1178, grad_norm: 3.3631 2021-01-27 04:14:07,944 - mmaction - INFO - Epoch [193][1700/2147] lr: 2.929e-02, eta: 2 days, 15:12:25, time: 1.601, data_time: 0.012, memory: 16628, top1_acc: 0.5013, top5_acc: 0.7455, loss_cls: 2.1532, loss: 2.1532, grad_norm: 3.3533 2021-01-27 04:14:37,590 - mmaction - INFO - Epoch [193][1720/2147] lr: 2.929e-02, eta: 2 days, 15:11:51, time: 1.484, data_time: 0.010, memory: 16628, top1_acc: 0.5076, top5_acc: 0.7326, loss_cls: 2.1796, loss: 2.1796, grad_norm: 3.3587 2021-01-27 04:15:07,041 - mmaction - INFO - Epoch [193][1740/2147] lr: 2.929e-02, eta: 2 days, 15:11:16, time: 1.471, data_time: 0.004, memory: 16628, top1_acc: 0.4996, top5_acc: 0.7348, loss_cls: 2.1472, loss: 2.1472, grad_norm: 3.3685 2021-01-27 04:15:35,697 - mmaction - INFO - Epoch [193][1760/2147] lr: 2.929e-02, eta: 2 days, 15:10:41, time: 1.436, data_time: 0.006, memory: 16628, top1_acc: 0.4982, top5_acc: 0.7277, loss_cls: 2.1841, loss: 2.1841, grad_norm: 3.3750 2021-01-27 04:16:13,363 - mmaction - INFO - Epoch [193][1780/2147] lr: 2.929e-02, eta: 2 days, 15:10:08, time: 1.868, data_time: 0.004, memory: 16628, top1_acc: 0.5013, top5_acc: 0.7304, loss_cls: 2.1960, loss: 2.1960, grad_norm: 3.3143 2021-01-27 04:16:58,016 - mmaction - INFO - Epoch [193][1800/2147] lr: 2.929e-02, eta: 2 days, 15:09:38, time: 2.232, data_time: 0.032, memory: 16628, top1_acc: 0.5085, top5_acc: 0.7384, loss_cls: 2.1734, loss: 2.1734, grad_norm: 3.2410 2021-01-27 04:17:27,031 - mmaction - INFO - Epoch [193][1820/2147] lr: 2.929e-02, eta: 2 days, 15:09:04, time: 1.465, data_time: 0.023, memory: 16628, top1_acc: 0.4978, top5_acc: 0.7286, loss_cls: 2.1916, loss: 2.1916, grad_norm: 3.3073 2021-01-27 04:18:06,583 - mmaction - INFO - Epoch [193][1840/2147] lr: 2.929e-02, eta: 2 days, 15:08:32, time: 1.976, data_time: 0.003, memory: 16628, top1_acc: 0.5031, top5_acc: 0.7393, loss_cls: 2.1569, loss: 2.1569, grad_norm: 3.3414 2021-01-27 04:18:35,624 - mmaction - INFO - Epoch [193][1860/2147] lr: 2.929e-02, eta: 2 days, 15:07:57, time: 1.455, data_time: 0.017, memory: 16628, top1_acc: 0.5080, top5_acc: 0.7500, loss_cls: 2.1542, loss: 2.1542, grad_norm: 3.2718 2021-01-27 04:19:07,890 - mmaction - INFO - Epoch [193][1880/2147] lr: 2.929e-02, eta: 2 days, 15:07:23, time: 1.614, data_time: 0.004, memory: 16628, top1_acc: 0.5112, top5_acc: 0.7375, loss_cls: 2.1745, loss: 2.1745, grad_norm: 3.3317 2021-01-27 04:19:37,892 - mmaction - INFO - Epoch [193][1900/2147] lr: 2.929e-02, eta: 2 days, 15:06:48, time: 1.500, data_time: 0.002, memory: 16628, top1_acc: 0.4964, top5_acc: 0.7433, loss_cls: 2.1764, loss: 2.1764, grad_norm: 3.3357 2021-01-27 04:20:06,527 - mmaction - INFO - Epoch [193][1920/2147] lr: 2.929e-02, eta: 2 days, 15:06:13, time: 1.431, data_time: 0.001, memory: 16628, top1_acc: 0.5062, top5_acc: 0.7375, loss_cls: 2.1620, loss: 2.1620, grad_norm: 3.2465 2021-01-27 04:20:42,227 - mmaction - INFO - Epoch [193][1940/2147] lr: 2.929e-02, eta: 2 days, 15:05:40, time: 1.785, data_time: 0.006, memory: 16628, top1_acc: 0.5076, top5_acc: 0.7473, loss_cls: 2.0996, loss: 2.0996, grad_norm: 3.2960 2021-01-27 04:21:10,738 - mmaction - INFO - Epoch [193][1960/2147] lr: 2.929e-02, eta: 2 days, 15:05:05, time: 1.426, data_time: 0.003, memory: 16628, top1_acc: 0.4960, top5_acc: 0.7317, loss_cls: 2.1607, loss: 2.1607, grad_norm: 3.3704 2021-01-27 04:21:39,488 - mmaction - INFO - Epoch [193][1980/2147] lr: 2.929e-02, eta: 2 days, 15:04:30, time: 1.437, data_time: 0.005, memory: 16628, top1_acc: 0.5071, top5_acc: 0.7433, loss_cls: 2.1453, loss: 2.1453, grad_norm: 3.2507 2021-01-27 04:22:14,426 - mmaction - INFO - Epoch [193][2000/2147] lr: 2.929e-02, eta: 2 days, 15:03:57, time: 1.745, data_time: 0.001, memory: 16628, top1_acc: 0.4906, top5_acc: 0.7201, loss_cls: 2.2170, loss: 2.2170, grad_norm: 3.3160 2021-01-27 04:22:47,444 - mmaction - INFO - Epoch [193][2020/2147] lr: 2.929e-02, eta: 2 days, 15:03:23, time: 1.648, data_time: 0.005, memory: 16628, top1_acc: 0.5000, top5_acc: 0.7326, loss_cls: 2.2229, loss: 2.2229, grad_norm: 3.2835 2021-01-27 04:23:17,661 - mmaction - INFO - Epoch [193][2040/2147] lr: 2.929e-02, eta: 2 days, 15:02:49, time: 1.514, data_time: 0.014, memory: 16628, top1_acc: 0.5076, top5_acc: 0.7393, loss_cls: 2.1645, loss: 2.1645, grad_norm: 3.2972 2021-01-27 04:23:49,953 - mmaction - INFO - Epoch [193][2060/2147] lr: 2.929e-02, eta: 2 days, 15:02:15, time: 1.613, data_time: 0.003, memory: 16628, top1_acc: 0.4964, top5_acc: 0.7295, loss_cls: 2.2165, loss: 2.2165, grad_norm: 3.2599 2021-01-27 04:24:18,807 - mmaction - INFO - Epoch [193][2080/2147] lr: 2.929e-02, eta: 2 days, 15:01:40, time: 1.447, data_time: 0.006, memory: 16628, top1_acc: 0.5049, top5_acc: 0.7406, loss_cls: 2.1573, loss: 2.1573, grad_norm: 3.2439 2021-01-27 04:24:54,907 - mmaction - INFO - Epoch [193][2100/2147] lr: 2.929e-02, eta: 2 days, 15:01:07, time: 1.803, data_time: 0.005, memory: 16628, top1_acc: 0.5143, top5_acc: 0.7473, loss_cls: 2.1098, loss: 2.1098, grad_norm: 3.2752 2021-01-27 04:25:29,371 - mmaction - INFO - Epoch [193][2120/2147] lr: 2.929e-02, eta: 2 days, 15:00:34, time: 1.718, data_time: 0.005, memory: 16628, top1_acc: 0.5040, top5_acc: 0.7406, loss_cls: 2.1848, loss: 2.1848, grad_norm: 3.4046 2021-01-27 04:26:00,139 - mmaction - INFO - Epoch [193][2140/2147] lr: 2.929e-02, eta: 2 days, 14:59:59, time: 1.545, data_time: 0.020, memory: 16628, top1_acc: 0.5138, top5_acc: 0.7469, loss_cls: 2.1259, loss: 2.1259, grad_norm: 3.2565 2021-01-27 04:33:59,815 - mmaction - INFO - Epoch [194][20/2147] lr: 2.843e-02, eta: 2 days, 15:01:26, time: 22.442, data_time: 20.686, memory: 16628, top1_acc: 0.5147, top5_acc: 0.7487, loss_cls: 2.0839, loss: 2.0839, grad_norm: 3.2969 2021-01-27 04:34:36,011 - mmaction - INFO - Epoch [194][40/2147] lr: 2.843e-02, eta: 2 days, 15:00:53, time: 1.798, data_time: 0.022, memory: 16628, top1_acc: 0.5161, top5_acc: 0.7487, loss_cls: 2.1123, loss: 2.1123, grad_norm: 3.3626 2021-01-27 04:35:07,342 - mmaction - INFO - Epoch [194][60/2147] lr: 2.843e-02, eta: 2 days, 15:00:19, time: 1.584, data_time: 0.027, memory: 16628, top1_acc: 0.5201, top5_acc: 0.7576, loss_cls: 2.0452, loss: 2.0452, grad_norm: 3.3009 2021-01-27 04:35:36,447 - mmaction - INFO - Epoch [194][80/2147] lr: 2.843e-02, eta: 2 days, 14:59:44, time: 1.455, data_time: 0.008, memory: 16628, top1_acc: 0.5027, top5_acc: 0.7379, loss_cls: 2.1149, loss: 2.1149, grad_norm: 3.2591 2021-01-27 04:36:07,483 - mmaction - INFO - Epoch [194][100/2147] lr: 2.843e-02, eta: 2 days, 14:59:09, time: 1.554, data_time: 0.008, memory: 16628, top1_acc: 0.4969, top5_acc: 0.7335, loss_cls: 2.1870, loss: 2.1870, grad_norm: 3.3097 2021-01-27 04:36:51,486 - mmaction - INFO - Epoch [194][120/2147] lr: 2.843e-02, eta: 2 days, 14:58:39, time: 2.200, data_time: 0.112, memory: 16628, top1_acc: 0.5174, top5_acc: 0.7388, loss_cls: 2.1040, loss: 2.1040, grad_norm: 3.2252 2021-01-27 04:37:20,605 - mmaction - INFO - Epoch [194][140/2147] lr: 2.843e-02, eta: 2 days, 14:58:04, time: 1.456, data_time: 0.008, memory: 16628, top1_acc: 0.5129, top5_acc: 0.7424, loss_cls: 2.1465, loss: 2.1465, grad_norm: 3.2900 2021-01-27 04:37:49,113 - mmaction - INFO - Epoch [194][160/2147] lr: 2.843e-02, eta: 2 days, 14:57:29, time: 1.426, data_time: 0.002, memory: 16628, top1_acc: 0.5170, top5_acc: 0.7496, loss_cls: 2.1147, loss: 2.1147, grad_norm: 3.3795 2021-01-27 04:38:17,676 - mmaction - INFO - Epoch [194][180/2147] lr: 2.843e-02, eta: 2 days, 14:56:54, time: 1.427, data_time: 0.008, memory: 16628, top1_acc: 0.5040, top5_acc: 0.7397, loss_cls: 2.1013, loss: 2.1013, grad_norm: 3.3574 2021-01-27 04:38:50,201 - mmaction - INFO - Epoch [194][200/2147] lr: 2.843e-02, eta: 2 days, 14:56:20, time: 1.627, data_time: 0.006, memory: 16628, top1_acc: 0.5112, top5_acc: 0.7308, loss_cls: 2.1501, loss: 2.1501, grad_norm: 3.3536 2021-01-27 04:39:19,186 - mmaction - INFO - Epoch [194][220/2147] lr: 2.843e-02, eta: 2 days, 14:55:45, time: 1.448, data_time: 0.002, memory: 16628, top1_acc: 0.5049, top5_acc: 0.7509, loss_cls: 2.1071, loss: 2.1071, grad_norm: 3.3039 2021-01-27 04:39:51,387 - mmaction - INFO - Epoch [194][240/2147] lr: 2.843e-02, eta: 2 days, 14:55:11, time: 1.592, data_time: 0.007, memory: 16628, top1_acc: 0.5366, top5_acc: 0.7576, loss_cls: 2.0235, loss: 2.0235, grad_norm: 3.2189 2021-01-27 04:40:20,190 - mmaction - INFO - Epoch [194][260/2147] lr: 2.843e-02, eta: 2 days, 14:54:36, time: 1.459, data_time: 0.032, memory: 16628, top1_acc: 0.5071, top5_acc: 0.7482, loss_cls: 2.1387, loss: 2.1387, grad_norm: 3.3350 2021-01-27 04:40:55,658 - mmaction - INFO - Epoch [194][280/2147] lr: 2.843e-02, eta: 2 days, 14:54:03, time: 1.772, data_time: 0.006, memory: 16628, top1_acc: 0.5205, top5_acc: 0.7478, loss_cls: 2.0991, loss: 2.0991, grad_norm: 3.2747 2021-01-27 04:41:29,421 - mmaction - INFO - Epoch [194][300/2147] lr: 2.843e-02, eta: 2 days, 14:53:30, time: 1.690, data_time: 0.003, memory: 16628, top1_acc: 0.5085, top5_acc: 0.7455, loss_cls: 2.1093, loss: 2.1093, grad_norm: 3.3980 2021-01-27 04:42:15,751 - mmaction - INFO - Epoch [194][320/2147] lr: 2.843e-02, eta: 2 days, 14:53:00, time: 2.297, data_time: 0.126, memory: 16628, top1_acc: 0.5219, top5_acc: 0.7464, loss_cls: 2.0900, loss: 2.0900, grad_norm: 3.3971 2021-01-27 04:42:45,107 - mmaction - INFO - Epoch [194][340/2147] lr: 2.843e-02, eta: 2 days, 14:52:25, time: 1.485, data_time: 0.024, memory: 16628, top1_acc: 0.4871, top5_acc: 0.7397, loss_cls: 2.1807, loss: 2.1807, grad_norm: 3.4302 2021-01-27 04:43:19,210 - mmaction - INFO - Epoch [194][360/2147] lr: 2.843e-02, eta: 2 days, 14:51:52, time: 1.705, data_time: 0.007, memory: 16628, top1_acc: 0.5054, top5_acc: 0.7384, loss_cls: 2.1331, loss: 2.1331, grad_norm: 3.2609 2021-01-27 04:43:47,957 - mmaction - INFO - Epoch [194][380/2147] lr: 2.843e-02, eta: 2 days, 14:51:17, time: 1.440, data_time: 0.004, memory: 16628, top1_acc: 0.4978, top5_acc: 0.7371, loss_cls: 2.1463, loss: 2.1463, grad_norm: 3.3428 2021-01-27 04:44:16,693 - mmaction - INFO - Epoch [194][400/2147] lr: 2.843e-02, eta: 2 days, 14:50:42, time: 1.436, data_time: 0.005, memory: 16628, top1_acc: 0.4982, top5_acc: 0.7406, loss_cls: 2.1608, loss: 2.1608, grad_norm: 3.2940 2021-01-27 04:44:47,685 - mmaction - INFO - Epoch [194][420/2147] lr: 2.843e-02, eta: 2 days, 14:50:07, time: 1.550, data_time: 0.015, memory: 16628, top1_acc: 0.5228, top5_acc: 0.7442, loss_cls: 2.0900, loss: 2.0900, grad_norm: 3.2673 2021-01-27 04:45:16,896 - mmaction - INFO - Epoch [194][440/2147] lr: 2.843e-02, eta: 2 days, 14:49:32, time: 1.461, data_time: 0.003, memory: 16628, top1_acc: 0.5147, top5_acc: 0.7437, loss_cls: 2.0923, loss: 2.0923, grad_norm: 3.2484 2021-01-27 04:45:49,023 - mmaction - INFO - Epoch [194][460/2147] lr: 2.843e-02, eta: 2 days, 14:48:58, time: 1.606, data_time: 0.002, memory: 16628, top1_acc: 0.5219, top5_acc: 0.7513, loss_cls: 2.1327, loss: 2.1327, grad_norm: 3.3757 2021-01-27 04:46:20,476 - mmaction - INFO - Epoch [194][480/2147] lr: 2.843e-02, eta: 2 days, 14:48:24, time: 1.551, data_time: 0.004, memory: 16628, top1_acc: 0.5201, top5_acc: 0.7554, loss_cls: 2.0597, loss: 2.0597, grad_norm: 3.3328 2021-01-27 04:46:54,247 - mmaction - INFO - Epoch [194][500/2147] lr: 2.843e-02, eta: 2 days, 14:47:51, time: 1.708, data_time: 0.036, memory: 16628, top1_acc: 0.5156, top5_acc: 0.7455, loss_cls: 2.1302, loss: 2.1302, grad_norm: 3.3576 2021-01-27 04:47:22,974 - mmaction - INFO - Epoch [194][520/2147] lr: 2.843e-02, eta: 2 days, 14:47:15, time: 1.439, data_time: 0.009, memory: 16628, top1_acc: 0.5116, top5_acc: 0.7424, loss_cls: 2.1385, loss: 2.1385, grad_norm: 3.3416 2021-01-27 04:47:51,518 - mmaction - INFO - Epoch [194][540/2147] lr: 2.843e-02, eta: 2 days, 14:46:40, time: 1.428, data_time: 0.003, memory: 16628, top1_acc: 0.4951, top5_acc: 0.7357, loss_cls: 2.1449, loss: 2.1449, grad_norm: 3.4007 2021-01-27 04:48:21,758 - mmaction - INFO - Epoch [194][560/2147] lr: 2.843e-02, eta: 2 days, 14:46:06, time: 1.512, data_time: 0.002, memory: 16628, top1_acc: 0.4969, top5_acc: 0.7375, loss_cls: 2.1230, loss: 2.1230, grad_norm: 3.3906 2021-01-27 04:48:53,849 - mmaction - INFO - Epoch [194][580/2147] lr: 2.843e-02, eta: 2 days, 14:45:32, time: 1.595, data_time: 0.002, memory: 16628, top1_acc: 0.5147, top5_acc: 0.7545, loss_cls: 2.0877, loss: 2.0877, grad_norm: 3.3282 2021-01-27 04:49:23,185 - mmaction - INFO - Epoch [194][600/2147] lr: 2.843e-02, eta: 2 days, 14:44:57, time: 1.476, data_time: 0.013, memory: 16628, top1_acc: 0.4960, top5_acc: 0.7281, loss_cls: 2.2237, loss: 2.2237, grad_norm: 3.5133 2021-01-27 04:49:51,891 - mmaction - INFO - Epoch [194][620/2147] lr: 2.843e-02, eta: 2 days, 14:44:22, time: 1.434, data_time: 0.004, memory: 16628, top1_acc: 0.5067, top5_acc: 0.7375, loss_cls: 2.1584, loss: 2.1584, grad_norm: 3.2950 2021-01-27 04:50:20,733 - mmaction - INFO - Epoch [194][640/2147] lr: 2.843e-02, eta: 2 days, 14:43:46, time: 1.442, data_time: 0.006, memory: 16628, top1_acc: 0.5094, top5_acc: 0.7496, loss_cls: 2.0871, loss: 2.0871, grad_norm: 3.3630 2021-01-27 04:50:49,199 - mmaction - INFO - Epoch [194][660/2147] lr: 2.843e-02, eta: 2 days, 14:43:11, time: 1.420, data_time: 0.004, memory: 16628, top1_acc: 0.5027, top5_acc: 0.7371, loss_cls: 2.1564, loss: 2.1564, grad_norm: 3.3218 2021-01-27 04:51:21,713 - mmaction - INFO - Epoch [194][680/2147] lr: 2.843e-02, eta: 2 days, 14:42:37, time: 1.631, data_time: 0.009, memory: 16628, top1_acc: 0.5138, top5_acc: 0.7527, loss_cls: 2.0719, loss: 2.0719, grad_norm: 3.3365 2021-01-27 04:51:50,475 - mmaction - INFO - Epoch [194][700/2147] lr: 2.843e-02, eta: 2 days, 14:42:02, time: 1.438, data_time: 0.003, memory: 16628, top1_acc: 0.5049, top5_acc: 0.7406, loss_cls: 2.1459, loss: 2.1459, grad_norm: 3.3833 2021-01-27 04:52:28,408 - mmaction - INFO - Epoch [194][720/2147] lr: 2.843e-02, eta: 2 days, 14:41:30, time: 1.889, data_time: 0.009, memory: 16628, top1_acc: 0.5112, top5_acc: 0.7491, loss_cls: 2.1067, loss: 2.1067, grad_norm: 3.3017 2021-01-27 04:53:08,376 - mmaction - INFO - Epoch [194][740/2147] lr: 2.843e-02, eta: 2 days, 14:40:59, time: 2.006, data_time: 0.026, memory: 16628, top1_acc: 0.4884, top5_acc: 0.7254, loss_cls: 2.2044, loss: 2.2044, grad_norm: 3.3843 2021-01-27 04:53:36,987 - mmaction - INFO - Epoch [194][760/2147] lr: 2.843e-02, eta: 2 days, 14:40:24, time: 1.430, data_time: 0.003, memory: 16628, top1_acc: 0.5179, top5_acc: 0.7388, loss_cls: 2.0898, loss: 2.0898, grad_norm: 3.1887 2021-01-27 04:54:08,145 - mmaction - INFO - Epoch [194][780/2147] lr: 2.843e-02, eta: 2 days, 14:39:49, time: 1.558, data_time: 0.007, memory: 16628, top1_acc: 0.5129, top5_acc: 0.7531, loss_cls: 2.0974, loss: 2.0974, grad_norm: 3.2190 2021-01-27 04:54:40,027 - mmaction - INFO - Epoch [194][800/2147] lr: 2.843e-02, eta: 2 days, 14:39:15, time: 1.588, data_time: 0.005, memory: 16628, top1_acc: 0.4884, top5_acc: 0.7196, loss_cls: 2.2824, loss: 2.2824, grad_norm: 3.4637 2021-01-27 04:55:18,106 - mmaction - INFO - Epoch [194][820/2147] lr: 2.843e-02, eta: 2 days, 14:38:43, time: 1.903, data_time: 0.014, memory: 16628, top1_acc: 0.4933, top5_acc: 0.7438, loss_cls: 2.1534, loss: 2.1534, grad_norm: 3.3394 2021-01-27 04:55:54,592 - mmaction - INFO - Epoch [194][840/2147] lr: 2.843e-02, eta: 2 days, 14:38:10, time: 1.811, data_time: 0.018, memory: 16628, top1_acc: 0.4982, top5_acc: 0.7406, loss_cls: 2.1721, loss: 2.1721, grad_norm: 3.3923 2021-01-27 04:56:23,867 - mmaction - INFO - Epoch [194][860/2147] lr: 2.843e-02, eta: 2 days, 14:37:35, time: 1.482, data_time: 0.033, memory: 16628, top1_acc: 0.4969, top5_acc: 0.7308, loss_cls: 2.2019, loss: 2.2019, grad_norm: 3.3549 2021-01-27 04:57:05,648 - mmaction - INFO - Epoch [194][880/2147] lr: 2.843e-02, eta: 2 days, 14:37:05, time: 2.091, data_time: 0.106, memory: 16628, top1_acc: 0.4991, top5_acc: 0.7424, loss_cls: 2.1533, loss: 2.1533, grad_norm: 3.2970 2021-01-27 04:57:34,789 - mmaction - INFO - Epoch [194][900/2147] lr: 2.843e-02, eta: 2 days, 14:36:30, time: 1.459, data_time: 0.006, memory: 16628, top1_acc: 0.5089, top5_acc: 0.7379, loss_cls: 2.1428, loss: 2.1428, grad_norm: 3.3918 2021-01-27 04:58:18,178 - mmaction - INFO - Epoch [194][920/2147] lr: 2.843e-02, eta: 2 days, 14:35:59, time: 2.156, data_time: 0.016, memory: 16628, top1_acc: 0.5223, top5_acc: 0.7696, loss_cls: 2.0406, loss: 2.0406, grad_norm: 3.3418 2021-01-27 04:58:50,306 - mmaction - INFO - Epoch [194][940/2147] lr: 2.843e-02, eta: 2 days, 14:35:25, time: 1.610, data_time: 0.033, memory: 16628, top1_acc: 0.4955, top5_acc: 0.7384, loss_cls: 2.1932, loss: 2.1932, grad_norm: 3.4569 2021-01-27 04:59:19,529 - mmaction - INFO - Epoch [194][960/2147] lr: 2.843e-02, eta: 2 days, 14:34:50, time: 1.466, data_time: 0.014, memory: 16628, top1_acc: 0.5295, top5_acc: 0.7705, loss_cls: 2.0057, loss: 2.0057, grad_norm: 3.3047 2021-01-27 04:59:51,193 - mmaction - INFO - Epoch [194][980/2147] lr: 2.843e-02, eta: 2 days, 14:34:16, time: 1.587, data_time: 0.009, memory: 16628, top1_acc: 0.5036, top5_acc: 0.7290, loss_cls: 2.1837, loss: 2.1837, grad_norm: 3.4745 2021-01-27 05:00:21,058 - mmaction - INFO - Epoch [194][1000/2147] lr: 2.843e-02, eta: 2 days, 14:33:41, time: 1.494, data_time: 0.003, memory: 16628, top1_acc: 0.4946, top5_acc: 0.7442, loss_cls: 2.1387, loss: 2.1387, grad_norm: 3.4382 2021-01-27 05:00:52,360 - mmaction - INFO - Epoch [194][1020/2147] lr: 2.843e-02, eta: 2 days, 14:33:07, time: 1.562, data_time: 0.002, memory: 16628, top1_acc: 0.5129, top5_acc: 0.7411, loss_cls: 2.1467, loss: 2.1467, grad_norm: 3.3717 2021-01-27 05:01:21,264 - mmaction - INFO - Epoch [194][1040/2147] lr: 2.843e-02, eta: 2 days, 14:32:32, time: 1.442, data_time: 0.006, memory: 16628, top1_acc: 0.5040, top5_acc: 0.7411, loss_cls: 2.1536, loss: 2.1536, grad_norm: 3.3581 2021-01-27 05:01:54,959 - mmaction - INFO - Epoch [194][1060/2147] lr: 2.843e-02, eta: 2 days, 14:31:59, time: 1.688, data_time: 0.010, memory: 16628, top1_acc: 0.5022, top5_acc: 0.7424, loss_cls: 2.1472, loss: 2.1472, grad_norm: 3.3982 2021-01-27 05:02:28,173 - mmaction - INFO - Epoch [194][1080/2147] lr: 2.843e-02, eta: 2 days, 14:31:25, time: 1.652, data_time: 0.006, memory: 16628, top1_acc: 0.5036, top5_acc: 0.7415, loss_cls: 2.1521, loss: 2.1521, grad_norm: 3.3655 2021-01-27 05:03:01,236 - mmaction - INFO - Epoch [194][1100/2147] lr: 2.843e-02, eta: 2 days, 14:30:51, time: 1.660, data_time: 0.021, memory: 16628, top1_acc: 0.5103, top5_acc: 0.7455, loss_cls: 2.1044, loss: 2.1044, grad_norm: 3.3165 2021-01-27 05:03:29,897 - mmaction - INFO - Epoch [194][1120/2147] lr: 2.843e-02, eta: 2 days, 14:30:16, time: 1.437, data_time: 0.013, memory: 16628, top1_acc: 0.5049, top5_acc: 0.7473, loss_cls: 2.1541, loss: 2.1541, grad_norm: 3.3371 2021-01-27 05:04:08,264 - mmaction - INFO - Epoch [194][1140/2147] lr: 2.843e-02, eta: 2 days, 14:29:44, time: 1.915, data_time: 0.004, memory: 16628, top1_acc: 0.4906, top5_acc: 0.7469, loss_cls: 2.1626, loss: 2.1626, grad_norm: 3.4713 2021-01-27 05:04:40,862 - mmaction - INFO - Epoch [194][1160/2147] lr: 2.843e-02, eta: 2 days, 14:29:10, time: 1.626, data_time: 0.008, memory: 16628, top1_acc: 0.4996, top5_acc: 0.7415, loss_cls: 2.1872, loss: 2.1872, grad_norm: 3.3824 2021-01-27 05:05:12,390 - mmaction - INFO - Epoch [194][1180/2147] lr: 2.843e-02, eta: 2 days, 14:28:36, time: 1.579, data_time: 0.014, memory: 16628, top1_acc: 0.5138, top5_acc: 0.7464, loss_cls: 2.1551, loss: 2.1551, grad_norm: 3.4557 2021-01-27 05:05:43,328 - mmaction - INFO - Epoch [194][1200/2147] lr: 2.843e-02, eta: 2 days, 14:28:02, time: 1.551, data_time: 0.009, memory: 16628, top1_acc: 0.4951, top5_acc: 0.7330, loss_cls: 2.2124, loss: 2.2124, grad_norm: 3.3665 2021-01-27 05:06:14,465 - mmaction - INFO - Epoch [194][1220/2147] lr: 2.843e-02, eta: 2 days, 14:27:27, time: 1.557, data_time: 0.004, memory: 16628, top1_acc: 0.5076, top5_acc: 0.7388, loss_cls: 2.1367, loss: 2.1367, grad_norm: 3.3857 2021-01-27 05:06:59,649 - mmaction - INFO - Epoch [194][1240/2147] lr: 2.843e-02, eta: 2 days, 14:26:57, time: 2.236, data_time: 0.076, memory: 16628, top1_acc: 0.5085, top5_acc: 0.7353, loss_cls: 2.1414, loss: 2.1414, grad_norm: 3.3329 2021-01-27 05:07:30,362 - mmaction - INFO - Epoch [194][1260/2147] lr: 2.843e-02, eta: 2 days, 14:26:23, time: 1.545, data_time: 0.039, memory: 16628, top1_acc: 0.4964, top5_acc: 0.7317, loss_cls: 2.2246, loss: 2.2246, grad_norm: 3.3776 2021-01-27 05:08:01,104 - mmaction - INFO - Epoch [194][1280/2147] lr: 2.843e-02, eta: 2 days, 14:25:49, time: 1.548, data_time: 0.017, memory: 16628, top1_acc: 0.4924, top5_acc: 0.7500, loss_cls: 2.1718, loss: 2.1718, grad_norm: 3.3528 2021-01-27 05:08:29,760 - mmaction - INFO - Epoch [194][1300/2147] lr: 2.843e-02, eta: 2 days, 14:25:13, time: 1.435, data_time: 0.012, memory: 16628, top1_acc: 0.4987, top5_acc: 0.7330, loss_cls: 2.1565, loss: 2.1565, grad_norm: 3.3510 2021-01-27 05:09:04,464 - mmaction - INFO - Epoch [194][1320/2147] lr: 2.843e-02, eta: 2 days, 14:24:40, time: 1.732, data_time: 0.011, memory: 16628, top1_acc: 0.5009, top5_acc: 0.7393, loss_cls: 2.1728, loss: 2.1728, grad_norm: 3.3895 2021-01-27 05:09:33,485 - mmaction - INFO - Epoch [194][1340/2147] lr: 2.843e-02, eta: 2 days, 14:24:05, time: 1.453, data_time: 0.018, memory: 16628, top1_acc: 0.4996, top5_acc: 0.7299, loss_cls: 2.2082, loss: 2.2082, grad_norm: 3.3618 2021-01-27 05:10:18,218 - mmaction - INFO - Epoch [194][1360/2147] lr: 2.843e-02, eta: 2 days, 14:23:35, time: 2.231, data_time: 0.008, memory: 16628, top1_acc: 0.5058, top5_acc: 0.7455, loss_cls: 2.1084, loss: 2.1084, grad_norm: 3.3172 2021-01-27 05:10:53,797 - mmaction - INFO - Epoch [194][1380/2147] lr: 2.843e-02, eta: 2 days, 14:23:02, time: 1.772, data_time: 0.017, memory: 16628, top1_acc: 0.5009, top5_acc: 0.7317, loss_cls: 2.1885, loss: 2.1885, grad_norm: 3.3937 2021-01-27 05:11:23,266 - mmaction - INFO - Epoch [194][1400/2147] lr: 2.843e-02, eta: 2 days, 14:22:28, time: 1.488, data_time: 0.026, memory: 16628, top1_acc: 0.5098, top5_acc: 0.7335, loss_cls: 2.1615, loss: 2.1615, grad_norm: 3.3458 2021-01-27 05:11:55,517 - mmaction - INFO - Epoch [194][1420/2147] lr: 2.843e-02, eta: 2 days, 14:21:54, time: 1.604, data_time: 0.002, memory: 16628, top1_acc: 0.5036, top5_acc: 0.7290, loss_cls: 2.2268, loss: 2.2268, grad_norm: 3.3750 2021-01-27 05:12:24,223 - mmaction - INFO - Epoch [194][1440/2147] lr: 2.843e-02, eta: 2 days, 14:21:18, time: 1.438, data_time: 0.012, memory: 16628, top1_acc: 0.5188, top5_acc: 0.7549, loss_cls: 2.0920, loss: 2.0920, grad_norm: 3.3713 2021-01-27 05:13:06,342 - mmaction - INFO - Epoch [194][1460/2147] lr: 2.843e-02, eta: 2 days, 14:20:48, time: 2.099, data_time: 0.008, memory: 16628, top1_acc: 0.5161, top5_acc: 0.7482, loss_cls: 2.1263, loss: 2.1263, grad_norm: 3.3740 2021-01-27 05:13:41,046 - mmaction - INFO - Epoch [194][1480/2147] lr: 2.843e-02, eta: 2 days, 14:20:14, time: 1.740, data_time: 0.024, memory: 16628, top1_acc: 0.4786, top5_acc: 0.7335, loss_cls: 2.2239, loss: 2.2239, grad_norm: 3.4726 2021-01-27 05:14:17,155 - mmaction - INFO - Epoch [194][1500/2147] lr: 2.843e-02, eta: 2 days, 14:19:42, time: 1.804, data_time: 0.010, memory: 16628, top1_acc: 0.5031, top5_acc: 0.7308, loss_cls: 2.1638, loss: 2.1638, grad_norm: 3.3582 2021-01-27 05:14:47,171 - mmaction - INFO - Epoch [194][1520/2147] lr: 2.843e-02, eta: 2 days, 14:19:07, time: 1.504, data_time: 0.009, memory: 16628, top1_acc: 0.4920, top5_acc: 0.7406, loss_cls: 2.1954, loss: 2.1954, grad_norm: 3.3942 2021-01-27 05:15:19,736 - mmaction - INFO - Epoch [194][1540/2147] lr: 2.843e-02, eta: 2 days, 14:18:33, time: 1.628, data_time: 0.007, memory: 16628, top1_acc: 0.5223, top5_acc: 0.7420, loss_cls: 2.0989, loss: 2.0989, grad_norm: 3.3149 2021-01-27 05:15:49,868 - mmaction - INFO - Epoch [194][1560/2147] lr: 2.843e-02, eta: 2 days, 14:17:59, time: 1.503, data_time: 0.012, memory: 16628, top1_acc: 0.5089, top5_acc: 0.7411, loss_cls: 2.1247, loss: 2.1247, grad_norm: 3.3740 2021-01-27 05:16:22,426 - mmaction - INFO - Epoch [194][1580/2147] lr: 2.843e-02, eta: 2 days, 14:17:25, time: 1.634, data_time: 0.024, memory: 16628, top1_acc: 0.4978, top5_acc: 0.7384, loss_cls: 2.1788, loss: 2.1788, grad_norm: 3.3947 2021-01-27 05:17:06,098 - mmaction - INFO - Epoch [194][1600/2147] lr: 2.843e-02, eta: 2 days, 14:16:54, time: 2.175, data_time: 0.003, memory: 16628, top1_acc: 0.5103, top5_acc: 0.7411, loss_cls: 2.1195, loss: 2.1195, grad_norm: 3.2970 2021-01-27 05:17:38,176 - mmaction - INFO - Epoch [194][1620/2147] lr: 2.843e-02, eta: 2 days, 14:16:20, time: 1.613, data_time: 0.015, memory: 16628, top1_acc: 0.5156, top5_acc: 0.7460, loss_cls: 2.1307, loss: 2.1307, grad_norm: 3.3483 2021-01-27 05:18:07,232 - mmaction - INFO - Epoch [194][1640/2147] lr: 2.843e-02, eta: 2 days, 14:15:45, time: 1.455, data_time: 0.009, memory: 16628, top1_acc: 0.4973, top5_acc: 0.7286, loss_cls: 2.2284, loss: 2.2284, grad_norm: 3.3340 2021-01-27 05:18:38,148 - mmaction - INFO - Epoch [194][1660/2147] lr: 2.843e-02, eta: 2 days, 14:15:11, time: 1.544, data_time: 0.003, memory: 16628, top1_acc: 0.4826, top5_acc: 0.7272, loss_cls: 2.2401, loss: 2.2401, grad_norm: 3.3353 2021-01-27 05:19:07,529 - mmaction - INFO - Epoch [194][1680/2147] lr: 2.843e-02, eta: 2 days, 14:14:36, time: 1.466, data_time: 0.004, memory: 16628, top1_acc: 0.5179, top5_acc: 0.7379, loss_cls: 2.1431, loss: 2.1431, grad_norm: 3.2806 2021-01-27 05:19:42,126 - mmaction - INFO - Epoch [194][1700/2147] lr: 2.843e-02, eta: 2 days, 14:14:03, time: 1.721, data_time: 0.007, memory: 16628, top1_acc: 0.5286, top5_acc: 0.7589, loss_cls: 2.0500, loss: 2.0500, grad_norm: 3.1684 2021-01-27 05:20:17,257 - mmaction - INFO - Epoch [194][1720/2147] lr: 2.843e-02, eta: 2 days, 14:13:30, time: 1.762, data_time: 0.020, memory: 16628, top1_acc: 0.5112, top5_acc: 0.7348, loss_cls: 2.1573, loss: 2.1573, grad_norm: 3.4162 2021-01-27 05:20:47,293 - mmaction - INFO - Epoch [194][1740/2147] lr: 2.843e-02, eta: 2 days, 14:12:55, time: 1.502, data_time: 0.010, memory: 16628, top1_acc: 0.5103, top5_acc: 0.7402, loss_cls: 2.1263, loss: 2.1263, grad_norm: 3.4080 2021-01-27 05:21:22,748 - mmaction - INFO - Epoch [194][1760/2147] lr: 2.843e-02, eta: 2 days, 14:12:22, time: 1.757, data_time: 0.012, memory: 16628, top1_acc: 0.5129, top5_acc: 0.7509, loss_cls: 2.1095, loss: 2.1095, grad_norm: 3.3628 2021-01-27 05:22:06,433 - mmaction - INFO - Epoch [194][1780/2147] lr: 2.843e-02, eta: 2 days, 14:11:52, time: 2.205, data_time: 0.048, memory: 16628, top1_acc: 0.5161, top5_acc: 0.7402, loss_cls: 2.1644, loss: 2.1644, grad_norm: 3.3952 2021-01-27 05:22:40,077 - mmaction - INFO - Epoch [194][1800/2147] lr: 2.843e-02, eta: 2 days, 14:11:18, time: 1.585, data_time: 0.008, memory: 16628, top1_acc: 0.5147, top5_acc: 0.7442, loss_cls: 2.1306, loss: 2.1306, grad_norm: 3.2948 2021-01-27 05:23:15,306 - mmaction - INFO - Epoch [194][1820/2147] lr: 2.843e-02, eta: 2 days, 14:10:45, time: 1.841, data_time: 0.106, memory: 16628, top1_acc: 0.4777, top5_acc: 0.7411, loss_cls: 2.2181, loss: 2.2181, grad_norm: 3.4194 2021-01-27 05:23:46,857 - mmaction - INFO - Epoch [194][1840/2147] lr: 2.843e-02, eta: 2 days, 14:10:11, time: 1.595, data_time: 0.036, memory: 16628, top1_acc: 0.5121, top5_acc: 0.7411, loss_cls: 2.1064, loss: 2.1064, grad_norm: 3.3986 2021-01-27 05:24:16,546 - mmaction - INFO - Epoch [194][1860/2147] lr: 2.843e-02, eta: 2 days, 14:09:36, time: 1.488, data_time: 0.009, memory: 16628, top1_acc: 0.5165, top5_acc: 0.7594, loss_cls: 2.0994, loss: 2.0994, grad_norm: 3.3848 2021-01-27 05:24:52,569 - mmaction - INFO - Epoch [194][1880/2147] lr: 2.843e-02, eta: 2 days, 14:09:04, time: 1.789, data_time: 0.004, memory: 16628, top1_acc: 0.5187, top5_acc: 0.7562, loss_cls: 2.1085, loss: 2.1085, grad_norm: 3.3451 2021-01-27 05:25:24,980 - mmaction - INFO - Epoch [194][1900/2147] lr: 2.843e-02, eta: 2 days, 14:08:30, time: 1.631, data_time: 0.017, memory: 16628, top1_acc: 0.5000, top5_acc: 0.7353, loss_cls: 2.1809, loss: 2.1809, grad_norm: 3.3996 2021-01-27 05:25:55,909 - mmaction - INFO - Epoch [194][1920/2147] lr: 2.843e-02, eta: 2 days, 14:07:55, time: 1.549, data_time: 0.007, memory: 16628, top1_acc: 0.5031, top5_acc: 0.7326, loss_cls: 2.2086, loss: 2.2086, grad_norm: 3.4154 2021-01-27 05:26:24,523 - mmaction - INFO - Epoch [194][1940/2147] lr: 2.843e-02, eta: 2 days, 14:07:20, time: 1.431, data_time: 0.004, memory: 16628, top1_acc: 0.4933, top5_acc: 0.7161, loss_cls: 2.2710, loss: 2.2710, grad_norm: 3.3343 2021-01-27 05:27:12,320 - mmaction - INFO - Epoch [194][1960/2147] lr: 2.843e-02, eta: 2 days, 14:06:51, time: 2.369, data_time: 0.010, memory: 16628, top1_acc: 0.5080, top5_acc: 0.7205, loss_cls: 2.2169, loss: 2.2169, grad_norm: 3.2785 2021-01-27 05:27:42,707 - mmaction - INFO - Epoch [194][1980/2147] lr: 2.843e-02, eta: 2 days, 14:06:17, time: 1.540, data_time: 0.033, memory: 16628, top1_acc: 0.5004, top5_acc: 0.7241, loss_cls: 2.2036, loss: 2.2036, grad_norm: 3.3555 2021-01-27 05:28:12,137 - mmaction - INFO - Epoch [194][2000/2147] lr: 2.843e-02, eta: 2 days, 14:05:42, time: 1.470, data_time: 0.006, memory: 16628, top1_acc: 0.5004, top5_acc: 0.7330, loss_cls: 2.1516, loss: 2.1516, grad_norm: 3.3612 2021-01-27 05:28:44,696 - mmaction - INFO - Epoch [194][2020/2147] lr: 2.843e-02, eta: 2 days, 14:05:08, time: 1.625, data_time: 0.002, memory: 16628, top1_acc: 0.5188, top5_acc: 0.7504, loss_cls: 2.0708, loss: 2.0708, grad_norm: 3.2280 2021-01-27 05:29:16,499 - mmaction - INFO - Epoch [194][2040/2147] lr: 2.843e-02, eta: 2 days, 14:04:34, time: 1.581, data_time: 0.011, memory: 16628, top1_acc: 0.5138, top5_acc: 0.7371, loss_cls: 2.1358, loss: 2.1358, grad_norm: 3.4069 2021-01-27 05:29:45,317 - mmaction - INFO - Epoch [194][2060/2147] lr: 2.843e-02, eta: 2 days, 14:03:59, time: 1.453, data_time: 0.025, memory: 16628, top1_acc: 0.5246, top5_acc: 0.7522, loss_cls: 2.0459, loss: 2.0459, grad_norm: 3.2835 2021-01-27 05:30:23,372 - mmaction - INFO - Epoch [194][2080/2147] lr: 2.843e-02, eta: 2 days, 14:03:27, time: 1.878, data_time: 0.024, memory: 16628, top1_acc: 0.4991, top5_acc: 0.7263, loss_cls: 2.1949, loss: 2.1949, grad_norm: 3.4396 2021-01-27 05:30:52,019 - mmaction - INFO - Epoch [194][2100/2147] lr: 2.843e-02, eta: 2 days, 14:02:52, time: 1.457, data_time: 0.030, memory: 16628, top1_acc: 0.5040, top5_acc: 0.7357, loss_cls: 2.1610, loss: 2.1610, grad_norm: 3.4474 2021-01-27 05:31:29,141 - mmaction - INFO - Epoch [194][2120/2147] lr: 2.843e-02, eta: 2 days, 14:02:19, time: 1.855, data_time: 0.010, memory: 16628, top1_acc: 0.4969, top5_acc: 0.7304, loss_cls: 2.2467, loss: 2.2467, grad_norm: 3.4628 2021-01-27 05:32:07,442 - mmaction - INFO - Epoch [194][2140/2147] lr: 2.843e-02, eta: 2 days, 14:01:47, time: 1.907, data_time: 0.007, memory: 16628, top1_acc: 0.5152, top5_acc: 0.7308, loss_cls: 2.1624, loss: 2.1624, grad_norm: 3.3419 2021-01-27 05:38:15,006 - mmaction - INFO - Epoch [195][20/2147] lr: 2.758e-02, eta: 2 days, 14:02:36, time: 17.075, data_time: 15.121, memory: 16628, top1_acc: 0.5196, top5_acc: 0.7344, loss_cls: 2.1383, loss: 2.1383, grad_norm: 3.3808 2021-01-27 05:38:48,488 - mmaction - INFO - Epoch [195][40/2147] lr: 2.758e-02, eta: 2 days, 14:02:03, time: 1.677, data_time: 0.023, memory: 16628, top1_acc: 0.5201, top5_acc: 0.7464, loss_cls: 2.0622, loss: 2.0622, grad_norm: 3.3460 2021-01-27 05:39:19,468 - mmaction - INFO - Epoch [195][60/2147] lr: 2.758e-02, eta: 2 days, 14:01:29, time: 1.556, data_time: 0.015, memory: 16628, top1_acc: 0.5290, top5_acc: 0.7424, loss_cls: 2.0827, loss: 2.0827, grad_norm: 3.2962 2021-01-27 05:39:50,403 - mmaction - INFO - Epoch [195][80/2147] lr: 2.758e-02, eta: 2 days, 14:00:54, time: 1.545, data_time: 0.008, memory: 16628, top1_acc: 0.5304, top5_acc: 0.7464, loss_cls: 2.1005, loss: 2.1005, grad_norm: 3.2830 2021-01-27 05:40:19,090 - mmaction - INFO - Epoch [195][100/2147] lr: 2.758e-02, eta: 2 days, 14:00:19, time: 1.435, data_time: 0.009, memory: 16628, top1_acc: 0.5147, top5_acc: 0.7500, loss_cls: 2.1077, loss: 2.1077, grad_norm: 3.3960 2021-01-27 05:41:00,301 - mmaction - INFO - Epoch [195][120/2147] lr: 2.758e-02, eta: 2 days, 13:59:48, time: 2.056, data_time: 0.005, memory: 16628, top1_acc: 0.5134, top5_acc: 0.7491, loss_cls: 2.1249, loss: 2.1249, grad_norm: 3.3724 2021-01-27 05:41:38,303 - mmaction - INFO - Epoch [195][140/2147] lr: 2.758e-02, eta: 2 days, 13:59:16, time: 1.888, data_time: 0.014, memory: 16628, top1_acc: 0.5152, top5_acc: 0.7509, loss_cls: 2.1186, loss: 2.1186, grad_norm: 3.3514 2021-01-27 05:42:13,490 - mmaction - INFO - Epoch [195][160/2147] lr: 2.758e-02, eta: 2 days, 13:58:43, time: 1.775, data_time: 0.029, memory: 16628, top1_acc: 0.5268, top5_acc: 0.7487, loss_cls: 2.0915, loss: 2.0915, grad_norm: 3.2996 2021-01-27 05:42:42,250 - mmaction - INFO - Epoch [195][180/2147] lr: 2.758e-02, eta: 2 days, 13:58:08, time: 1.438, data_time: 0.004, memory: 16628, top1_acc: 0.5174, top5_acc: 0.7527, loss_cls: 2.0652, loss: 2.0652, grad_norm: 3.3370 2021-01-27 05:43:35,911 - mmaction - INFO - Epoch [195][200/2147] lr: 2.758e-02, eta: 2 days, 13:57:40, time: 2.678, data_time: 0.004, memory: 16628, top1_acc: 0.5281, top5_acc: 0.7567, loss_cls: 2.0792, loss: 2.0792, grad_norm: 3.2898 2021-01-27 05:44:05,363 - mmaction - INFO - Epoch [195][220/2147] lr: 2.758e-02, eta: 2 days, 13:57:06, time: 1.476, data_time: 0.014, memory: 16628, top1_acc: 0.5107, top5_acc: 0.7522, loss_cls: 2.1193, loss: 2.1193, grad_norm: 3.3624 2021-01-27 05:44:38,625 - mmaction - INFO - Epoch [195][240/2147] lr: 2.758e-02, eta: 2 days, 13:56:32, time: 1.658, data_time: 0.009, memory: 16628, top1_acc: 0.5187, top5_acc: 0.7509, loss_cls: 2.0816, loss: 2.0816, grad_norm: 3.3052 2021-01-27 05:45:07,363 - mmaction - INFO - Epoch [195][260/2147] lr: 2.758e-02, eta: 2 days, 13:55:57, time: 1.445, data_time: 0.009, memory: 16628, top1_acc: 0.5147, top5_acc: 0.7420, loss_cls: 2.1225, loss: 2.1225, grad_norm: 3.3490 2021-01-27 05:45:36,391 - mmaction - INFO - Epoch [195][280/2147] lr: 2.758e-02, eta: 2 days, 13:55:22, time: 1.449, data_time: 0.002, memory: 16628, top1_acc: 0.4982, top5_acc: 0.7406, loss_cls: 2.1664, loss: 2.1664, grad_norm: 3.3769 2021-01-27 05:46:10,491 - mmaction - INFO - Epoch [195][300/2147] lr: 2.758e-02, eta: 2 days, 13:54:48, time: 1.708, data_time: 0.005, memory: 16628, top1_acc: 0.5067, top5_acc: 0.7366, loss_cls: 2.1347, loss: 2.1347, grad_norm: 3.3454 2021-01-27 05:46:50,275 - mmaction - INFO - Epoch [195][320/2147] lr: 2.758e-02, eta: 2 days, 13:54:17, time: 1.983, data_time: 0.006, memory: 16628, top1_acc: 0.5062, top5_acc: 0.7290, loss_cls: 2.1935, loss: 2.1935, grad_norm: 3.3641 2021-01-27 05:47:23,764 - mmaction - INFO - Epoch [195][340/2147] lr: 2.758e-02, eta: 2 days, 13:53:43, time: 1.679, data_time: 0.013, memory: 16628, top1_acc: 0.4973, top5_acc: 0.7317, loss_cls: 2.1735, loss: 2.1735, grad_norm: 3.3998 2021-01-27 05:47:55,426 - mmaction - INFO - Epoch [195][360/2147] lr: 2.758e-02, eta: 2 days, 13:53:09, time: 1.574, data_time: 0.006, memory: 16628, top1_acc: 0.5143, top5_acc: 0.7433, loss_cls: 2.1622, loss: 2.1622, grad_norm: 3.3315 2021-01-27 05:48:27,365 - mmaction - INFO - Epoch [195][380/2147] lr: 2.758e-02, eta: 2 days, 13:52:35, time: 1.606, data_time: 0.040, memory: 16628, top1_acc: 0.4946, top5_acc: 0.7420, loss_cls: 2.1591, loss: 2.1591, grad_norm: 3.3966 2021-01-27 05:48:58,889 - mmaction - INFO - Epoch [195][400/2147] lr: 2.758e-02, eta: 2 days, 13:52:01, time: 1.578, data_time: 0.005, memory: 16628, top1_acc: 0.4973, top5_acc: 0.7321, loss_cls: 2.1677, loss: 2.1677, grad_norm: 3.3674 2021-01-27 05:49:28,173 - mmaction - INFO - Epoch [195][420/2147] lr: 2.758e-02, eta: 2 days, 13:51:26, time: 1.463, data_time: 0.011, memory: 16628, top1_acc: 0.5170, top5_acc: 0.7500, loss_cls: 2.1275, loss: 2.1275, grad_norm: 3.3543 2021-01-27 05:49:57,143 - mmaction - INFO - Epoch [195][440/2147] lr: 2.758e-02, eta: 2 days, 13:50:51, time: 1.450, data_time: 0.003, memory: 16628, top1_acc: 0.5067, top5_acc: 0.7384, loss_cls: 2.1593, loss: 2.1593, grad_norm: 3.3314 2021-01-27 05:50:28,132 - mmaction - INFO - Epoch [195][460/2147] lr: 2.758e-02, eta: 2 days, 13:50:16, time: 1.548, data_time: 0.002, memory: 16628, top1_acc: 0.5094, top5_acc: 0.7375, loss_cls: 2.1712, loss: 2.1712, grad_norm: 3.2997 2021-01-27 05:50:57,311 - mmaction - INFO - Epoch [195][480/2147] lr: 2.758e-02, eta: 2 days, 13:49:41, time: 1.460, data_time: 0.003, memory: 16628, top1_acc: 0.5299, top5_acc: 0.7536, loss_cls: 2.0410, loss: 2.0410, grad_norm: 3.2017 2021-01-27 05:51:39,817 - mmaction - INFO - Epoch [195][500/2147] lr: 2.758e-02, eta: 2 days, 13:49:09, time: 1.788, data_time: 0.001, memory: 16628, top1_acc: 0.5371, top5_acc: 0.7754, loss_cls: 1.9758, loss: 1.9758, grad_norm: 3.2744 2021-01-27 05:52:18,187 - mmaction - INFO - Epoch [195][520/2147] lr: 2.758e-02, eta: 2 days, 13:48:39, time: 2.252, data_time: 0.341, memory: 16628, top1_acc: 0.5018, top5_acc: 0.7330, loss_cls: 2.1591, loss: 2.1591, grad_norm: 3.4488 2021-01-27 05:52:51,275 - mmaction - INFO - Epoch [195][540/2147] lr: 2.758e-02, eta: 2 days, 13:48:05, time: 1.651, data_time: 0.008, memory: 16628, top1_acc: 0.5009, top5_acc: 0.7357, loss_cls: 2.1640, loss: 2.1640, grad_norm: 3.3279 2021-01-27 05:53:21,673 - mmaction - INFO - Epoch [195][560/2147] lr: 2.758e-02, eta: 2 days, 13:47:30, time: 1.527, data_time: 0.011, memory: 16628, top1_acc: 0.5129, top5_acc: 0.7491, loss_cls: 2.0756, loss: 2.0756, grad_norm: 3.3258 2021-01-27 05:53:54,225 - mmaction - INFO - Epoch [195][580/2147] lr: 2.758e-02, eta: 2 days, 13:46:57, time: 1.625, data_time: 0.005, memory: 16628, top1_acc: 0.5152, top5_acc: 0.7527, loss_cls: 2.1264, loss: 2.1264, grad_norm: 3.3161 2021-01-27 05:54:27,214 - mmaction - INFO - Epoch [195][600/2147] lr: 2.758e-02, eta: 2 days, 13:46:23, time: 1.647, data_time: 0.007, memory: 16628, top1_acc: 0.5058, top5_acc: 0.7388, loss_cls: 2.1643, loss: 2.1643, grad_norm: 3.4464 2021-01-27 05:55:04,014 - mmaction - INFO - Epoch [195][620/2147] lr: 2.758e-02, eta: 2 days, 13:45:50, time: 1.833, data_time: 0.010, memory: 16628, top1_acc: 0.5228, top5_acc: 0.7478, loss_cls: 2.0952, loss: 2.0952, grad_norm: 3.3571 2021-01-27 05:55:33,498 - mmaction - INFO - Epoch [195][640/2147] lr: 2.758e-02, eta: 2 days, 13:45:15, time: 1.483, data_time: 0.024, memory: 16628, top1_acc: 0.4996, top5_acc: 0.7326, loss_cls: 2.2237, loss: 2.2237, grad_norm: 3.3999 2021-01-27 05:56:05,670 - mmaction - INFO - Epoch [195][660/2147] lr: 2.758e-02, eta: 2 days, 13:44:41, time: 1.608, data_time: 0.010, memory: 16628, top1_acc: 0.4946, top5_acc: 0.7268, loss_cls: 2.1955, loss: 2.1955, grad_norm: 3.4715 2021-01-27 05:56:35,116 - mmaction - INFO - Epoch [195][680/2147] lr: 2.758e-02, eta: 2 days, 13:44:07, time: 1.476, data_time: 0.017, memory: 16628, top1_acc: 0.5420, top5_acc: 0.7638, loss_cls: 2.0139, loss: 2.0139, grad_norm: 3.3340 2021-01-27 05:57:20,210 - mmaction - INFO - Epoch [195][700/2147] lr: 2.758e-02, eta: 2 days, 13:43:37, time: 2.256, data_time: 0.162, memory: 16628, top1_acc: 0.5040, top5_acc: 0.7326, loss_cls: 2.1868, loss: 2.1868, grad_norm: 3.3978 2021-01-27 05:57:51,990 - mmaction - INFO - Epoch [195][720/2147] lr: 2.758e-02, eta: 2 days, 13:43:02, time: 1.588, data_time: 0.003, memory: 16628, top1_acc: 0.5129, top5_acc: 0.7393, loss_cls: 2.1401, loss: 2.1401, grad_norm: 3.3398 2021-01-27 05:58:26,509 - mmaction - INFO - Epoch [195][740/2147] lr: 2.758e-02, eta: 2 days, 13:42:29, time: 1.713, data_time: 0.007, memory: 16628, top1_acc: 0.5054, top5_acc: 0.7504, loss_cls: 2.1030, loss: 2.1030, grad_norm: 3.4056 2021-01-27 05:59:03,038 - mmaction - INFO - Epoch [195][760/2147] lr: 2.758e-02, eta: 2 days, 13:41:57, time: 1.834, data_time: 0.015, memory: 16628, top1_acc: 0.5125, top5_acc: 0.7402, loss_cls: 2.1215, loss: 2.1215, grad_norm: 3.3857 2021-01-27 05:59:32,981 - mmaction - INFO - Epoch [195][780/2147] lr: 2.758e-02, eta: 2 days, 13:41:22, time: 1.501, data_time: 0.008, memory: 16628, top1_acc: 0.5201, top5_acc: 0.7598, loss_cls: 2.0321, loss: 2.0321, grad_norm: 3.3896 2021-01-27 06:00:06,686 - mmaction - INFO - Epoch [195][800/2147] lr: 2.758e-02, eta: 2 days, 13:40:48, time: 1.686, data_time: 0.009, memory: 16628, top1_acc: 0.5045, top5_acc: 0.7478, loss_cls: 2.1370, loss: 2.1370, grad_norm: 3.4624 2021-01-27 06:00:35,216 - mmaction - INFO - Epoch [195][820/2147] lr: 2.758e-02, eta: 2 days, 13:40:13, time: 1.426, data_time: 0.004, memory: 16628, top1_acc: 0.5179, top5_acc: 0.7603, loss_cls: 2.0515, loss: 2.0515, grad_norm: 3.3771 2021-01-27 06:01:10,605 - mmaction - INFO - Epoch [195][840/2147] lr: 2.758e-02, eta: 2 days, 13:39:40, time: 1.769, data_time: 0.003, memory: 16628, top1_acc: 0.5089, top5_acc: 0.7433, loss_cls: 2.1491, loss: 2.1491, grad_norm: 3.4083 2021-01-27 06:01:57,583 - mmaction - INFO - Epoch [195][860/2147] lr: 2.758e-02, eta: 2 days, 13:39:11, time: 2.343, data_time: 0.003, memory: 16628, top1_acc: 0.5013, top5_acc: 0.7406, loss_cls: 2.1623, loss: 2.1623, grad_norm: 3.3947 2021-01-27 06:02:27,404 - mmaction - INFO - Epoch [195][880/2147] lr: 2.758e-02, eta: 2 days, 13:38:36, time: 1.494, data_time: 0.015, memory: 16628, top1_acc: 0.5089, top5_acc: 0.7308, loss_cls: 2.1957, loss: 2.1957, grad_norm: 3.3983 2021-01-27 06:03:06,448 - mmaction - INFO - Epoch [195][900/2147] lr: 2.758e-02, eta: 2 days, 13:38:04, time: 1.950, data_time: 0.014, memory: 16628, top1_acc: 0.5121, top5_acc: 0.7478, loss_cls: 2.1087, loss: 2.1087, grad_norm: 3.3386 2021-01-27 06:03:38,841 - mmaction - INFO - Epoch [195][920/2147] lr: 2.758e-02, eta: 2 days, 13:37:30, time: 1.623, data_time: 0.009, memory: 16628, top1_acc: 0.5112, top5_acc: 0.7362, loss_cls: 2.1456, loss: 2.1456, grad_norm: 3.4264 2021-01-27 06:04:07,226 - mmaction - INFO - Epoch [195][940/2147] lr: 2.758e-02, eta: 2 days, 13:36:55, time: 1.422, data_time: 0.008, memory: 16628, top1_acc: 0.5067, top5_acc: 0.7513, loss_cls: 2.1064, loss: 2.1064, grad_norm: 3.4048 2021-01-27 06:04:37,079 - mmaction - INFO - Epoch [195][960/2147] lr: 2.758e-02, eta: 2 days, 13:36:20, time: 1.494, data_time: 0.005, memory: 16628, top1_acc: 0.4964, top5_acc: 0.7366, loss_cls: 2.1752, loss: 2.1752, grad_norm: 3.4467 2021-01-27 06:05:05,829 - mmaction - INFO - Epoch [195][980/2147] lr: 2.758e-02, eta: 2 days, 13:35:45, time: 1.437, data_time: 0.003, memory: 16628, top1_acc: 0.5040, top5_acc: 0.7366, loss_cls: 2.1374, loss: 2.1374, grad_norm: 3.3865 2021-01-27 06:05:34,266 - mmaction - INFO - Epoch [195][1000/2147] lr: 2.758e-02, eta: 2 days, 13:35:10, time: 1.420, data_time: 0.002, memory: 16628, top1_acc: 0.5241, top5_acc: 0.7504, loss_cls: 2.1043, loss: 2.1043, grad_norm: 3.3868 2021-01-27 06:06:09,046 - mmaction - INFO - Epoch [195][1020/2147] lr: 2.758e-02, eta: 2 days, 13:34:37, time: 1.730, data_time: 0.006, memory: 16628, top1_acc: 0.5004, top5_acc: 0.7393, loss_cls: 2.1363, loss: 2.1363, grad_norm: 3.3492 2021-01-27 06:06:44,149 - mmaction - INFO - Epoch [195][1040/2147] lr: 2.758e-02, eta: 2 days, 13:34:03, time: 1.582, data_time: 0.080, memory: 16628, top1_acc: 0.4996, top5_acc: 0.7205, loss_cls: 2.2206, loss: 2.2206, grad_norm: 3.4061 2021-01-27 06:07:20,706 - mmaction - INFO - Epoch [195][1060/2147] lr: 2.758e-02, eta: 2 days, 13:33:31, time: 2.009, data_time: 0.187, memory: 16628, top1_acc: 0.5085, top5_acc: 0.7353, loss_cls: 2.1245, loss: 2.1245, grad_norm: 3.3103 2021-01-27 06:07:49,768 - mmaction - INFO - Epoch [195][1080/2147] lr: 2.758e-02, eta: 2 days, 13:32:56, time: 1.454, data_time: 0.005, memory: 16628, top1_acc: 0.5304, top5_acc: 0.7540, loss_cls: 2.0412, loss: 2.0412, grad_norm: 3.3562 2021-01-27 06:08:19,648 - mmaction - INFO - Epoch [195][1100/2147] lr: 2.758e-02, eta: 2 days, 13:32:22, time: 1.491, data_time: 0.007, memory: 16628, top1_acc: 0.4879, top5_acc: 0.7357, loss_cls: 2.1959, loss: 2.1959, grad_norm: 3.5097 2021-01-27 06:08:58,091 - mmaction - INFO - Epoch [195][1120/2147] lr: 2.758e-02, eta: 2 days, 13:31:50, time: 1.923, data_time: 0.018, memory: 16628, top1_acc: 0.5054, top5_acc: 0.7496, loss_cls: 2.1345, loss: 2.1345, grad_norm: 3.4580 2021-01-27 06:09:26,663 - mmaction - INFO - Epoch [195][1140/2147] lr: 2.758e-02, eta: 2 days, 13:31:14, time: 1.430, data_time: 0.006, memory: 16628, top1_acc: 0.5312, top5_acc: 0.7455, loss_cls: 2.0628, loss: 2.0628, grad_norm: 3.2987 2021-01-27 06:09:55,422 - mmaction - INFO - Epoch [195][1160/2147] lr: 2.758e-02, eta: 2 days, 13:30:39, time: 1.439, data_time: 0.003, memory: 16628, top1_acc: 0.5223, top5_acc: 0.7513, loss_cls: 2.0858, loss: 2.0858, grad_norm: 3.3783 2021-01-27 06:10:23,894 - mmaction - INFO - Epoch [195][1180/2147] lr: 2.758e-02, eta: 2 days, 13:30:04, time: 1.423, data_time: 0.002, memory: 16628, top1_acc: 0.4982, top5_acc: 0.7469, loss_cls: 2.0995, loss: 2.0995, grad_norm: 3.3687 2021-01-27 06:11:01,882 - mmaction - INFO - Epoch [195][1200/2147] lr: 2.758e-02, eta: 2 days, 13:29:32, time: 1.884, data_time: 0.014, memory: 16628, top1_acc: 0.5018, top5_acc: 0.7406, loss_cls: 2.1800, loss: 2.1800, grad_norm: 3.3746 2021-01-27 06:11:50,587 - mmaction - INFO - Epoch [195][1220/2147] lr: 2.758e-02, eta: 2 days, 13:29:03, time: 2.437, data_time: 0.025, memory: 16628, top1_acc: 0.5112, top5_acc: 0.7464, loss_cls: 2.1556, loss: 2.1556, grad_norm: 3.3317 2021-01-27 06:12:26,700 - mmaction - INFO - Epoch [195][1240/2147] lr: 2.758e-02, eta: 2 days, 13:28:30, time: 1.813, data_time: 0.029, memory: 16628, top1_acc: 0.4969, top5_acc: 0.7451, loss_cls: 2.1094, loss: 2.1094, grad_norm: 3.3797 2021-01-27 06:13:01,621 - mmaction - INFO - Epoch [195][1260/2147] lr: 2.758e-02, eta: 2 days, 13:27:57, time: 1.744, data_time: 0.025, memory: 16628, top1_acc: 0.5080, top5_acc: 0.7433, loss_cls: 2.1511, loss: 2.1511, grad_norm: 3.3325 2021-01-27 06:13:31,142 - mmaction - INFO - Epoch [195][1280/2147] lr: 2.758e-02, eta: 2 days, 13:27:22, time: 1.481, data_time: 0.020, memory: 16628, top1_acc: 0.5143, top5_acc: 0.7531, loss_cls: 2.0904, loss: 2.0904, grad_norm: 3.3599 2021-01-27 06:14:09,397 - mmaction - INFO - Epoch [195][1300/2147] lr: 2.758e-02, eta: 2 days, 13:26:50, time: 1.913, data_time: 0.008, memory: 16628, top1_acc: 0.4888, top5_acc: 0.7308, loss_cls: 2.2024, loss: 2.2024, grad_norm: 3.4578 2021-01-27 06:14:41,302 - mmaction - INFO - Epoch [195][1320/2147] lr: 2.758e-02, eta: 2 days, 13:26:16, time: 1.599, data_time: 0.006, memory: 16628, top1_acc: 0.5214, top5_acc: 0.7473, loss_cls: 2.0836, loss: 2.0836, grad_norm: 3.3691 2021-01-27 06:15:18,000 - mmaction - INFO - Epoch [195][1340/2147] lr: 2.758e-02, eta: 2 days, 13:25:44, time: 1.825, data_time: 0.003, memory: 16628, top1_acc: 0.5009, top5_acc: 0.7415, loss_cls: 2.1357, loss: 2.1357, grad_norm: 3.4251 2021-01-27 06:15:56,950 - mmaction - INFO - Epoch [195][1360/2147] lr: 2.758e-02, eta: 2 days, 13:25:12, time: 1.946, data_time: 0.018, memory: 16628, top1_acc: 0.4946, top5_acc: 0.7330, loss_cls: 2.1320, loss: 2.1320, grad_norm: 3.2920 2021-01-27 06:16:33,359 - mmaction - INFO - Epoch [195][1380/2147] lr: 2.758e-02, eta: 2 days, 13:24:39, time: 1.829, data_time: 0.015, memory: 16628, top1_acc: 0.5125, top5_acc: 0.7469, loss_cls: 2.1068, loss: 2.1068, grad_norm: 3.3379 2021-01-27 06:17:16,059 - mmaction - INFO - Epoch [195][1400/2147] lr: 2.758e-02, eta: 2 days, 13:24:08, time: 2.124, data_time: 0.128, memory: 16628, top1_acc: 0.5228, top5_acc: 0.7455, loss_cls: 2.1450, loss: 2.1450, grad_norm: 3.3861 2021-01-27 06:17:47,681 - mmaction - INFO - Epoch [195][1420/2147] lr: 2.758e-02, eta: 2 days, 13:23:34, time: 1.592, data_time: 0.014, memory: 16628, top1_acc: 0.5089, top5_acc: 0.7451, loss_cls: 2.1463, loss: 2.1463, grad_norm: 3.3723 2021-01-27 06:18:23,434 - mmaction - INFO - Epoch [195][1440/2147] lr: 2.758e-02, eta: 2 days, 13:23:01, time: 1.777, data_time: 0.006, memory: 16628, top1_acc: 0.5152, top5_acc: 0.7469, loss_cls: 2.1319, loss: 2.1319, grad_norm: 3.3072 2021-01-27 06:18:54,442 - mmaction - INFO - Epoch [195][1460/2147] lr: 2.758e-02, eta: 2 days, 13:22:27, time: 1.557, data_time: 0.013, memory: 16628, top1_acc: 0.5107, top5_acc: 0.7460, loss_cls: 2.1292, loss: 2.1292, grad_norm: 3.3154 2021-01-27 06:19:24,575 - mmaction - INFO - Epoch [195][1480/2147] lr: 2.758e-02, eta: 2 days, 13:21:52, time: 1.508, data_time: 0.009, memory: 16628, top1_acc: 0.5277, top5_acc: 0.7536, loss_cls: 2.0468, loss: 2.0468, grad_norm: 3.3211 2021-01-27 06:20:05,700 - mmaction - INFO - Epoch [195][1500/2147] lr: 2.758e-02, eta: 2 days, 13:21:21, time: 2.052, data_time: 0.007, memory: 16628, top1_acc: 0.5277, top5_acc: 0.7438, loss_cls: 2.1091, loss: 2.1091, grad_norm: 3.3781 2021-01-27 06:20:37,533 - mmaction - INFO - Epoch [195][1520/2147] lr: 2.758e-02, eta: 2 days, 13:20:47, time: 1.595, data_time: 0.030, memory: 16628, top1_acc: 0.5107, top5_acc: 0.7460, loss_cls: 2.0970, loss: 2.0970, grad_norm: 3.3691 2021-01-27 06:21:08,402 - mmaction - INFO - Epoch [195][1540/2147] lr: 2.758e-02, eta: 2 days, 13:20:13, time: 1.544, data_time: 0.027, memory: 16628, top1_acc: 0.5013, top5_acc: 0.7335, loss_cls: 2.1549, loss: 2.1549, grad_norm: 3.5398 2021-01-27 06:21:41,113 - mmaction - INFO - Epoch [195][1560/2147] lr: 2.758e-02, eta: 2 days, 13:19:39, time: 1.633, data_time: 0.012, memory: 16628, top1_acc: 0.5098, top5_acc: 0.7402, loss_cls: 2.1243, loss: 2.1243, grad_norm: 3.4048 2021-01-27 06:22:12,569 - mmaction - INFO - Epoch [195][1580/2147] lr: 2.758e-02, eta: 2 days, 13:19:05, time: 1.578, data_time: 0.015, memory: 16628, top1_acc: 0.5121, top5_acc: 0.7554, loss_cls: 2.0915, loss: 2.0915, grad_norm: 3.4152 2021-01-27 06:22:43,163 - mmaction - INFO - Epoch [195][1600/2147] lr: 2.758e-02, eta: 2 days, 13:18:30, time: 1.523, data_time: 0.008, memory: 16628, top1_acc: 0.5049, top5_acc: 0.7433, loss_cls: 2.1279, loss: 2.1279, grad_norm: 3.4129 2021-01-27 06:23:14,262 - mmaction - INFO - Epoch [195][1620/2147] lr: 2.758e-02, eta: 2 days, 13:17:56, time: 1.544, data_time: 0.019, memory: 16628, top1_acc: 0.5152, top5_acc: 0.7442, loss_cls: 2.1391, loss: 2.1391, grad_norm: 3.4199 2021-01-27 06:23:43,573 - mmaction - INFO - Epoch [195][1640/2147] lr: 2.758e-02, eta: 2 days, 13:17:21, time: 1.484, data_time: 0.026, memory: 16628, top1_acc: 0.4955, top5_acc: 0.7326, loss_cls: 2.1697, loss: 2.1697, grad_norm: 3.3628 2021-01-27 06:24:13,111 - mmaction - INFO - Epoch [195][1660/2147] lr: 2.758e-02, eta: 2 days, 13:16:46, time: 1.468, data_time: 0.002, memory: 16628, top1_acc: 0.5031, top5_acc: 0.7192, loss_cls: 2.1904, loss: 2.1904, grad_norm: 3.3903 2021-01-27 06:24:44,488 - mmaction - INFO - Epoch [195][1680/2147] lr: 2.758e-02, eta: 2 days, 13:16:12, time: 1.574, data_time: 0.018, memory: 16628, top1_acc: 0.4991, top5_acc: 0.7353, loss_cls: 2.1875, loss: 2.1875, grad_norm: 3.3769 2021-01-27 06:25:16,327 - mmaction - INFO - Epoch [195][1700/2147] lr: 2.758e-02, eta: 2 days, 13:15:38, time: 1.593, data_time: 0.013, memory: 16628, top1_acc: 0.5004, top5_acc: 0.7446, loss_cls: 2.1310, loss: 2.1310, grad_norm: 3.3534 2021-01-27 06:25:48,047 - mmaction - INFO - Epoch [195][1720/2147] lr: 2.758e-02, eta: 2 days, 13:15:04, time: 1.588, data_time: 0.005, memory: 16628, top1_acc: 0.5170, top5_acc: 0.7366, loss_cls: 2.1507, loss: 2.1507, grad_norm: 3.4404 2021-01-27 06:26:24,440 - mmaction - INFO - Epoch [195][1740/2147] lr: 2.758e-02, eta: 2 days, 13:14:31, time: 1.820, data_time: 0.006, memory: 16628, top1_acc: 0.4978, top5_acc: 0.7308, loss_cls: 2.1660, loss: 2.1660, grad_norm: 3.3668 2021-01-27 06:26:55,522 - mmaction - INFO - Epoch [195][1760/2147] lr: 2.758e-02, eta: 2 days, 13:13:57, time: 1.546, data_time: 0.005, memory: 16628, top1_acc: 0.4888, top5_acc: 0.7295, loss_cls: 2.1792, loss: 2.1792, grad_norm: 3.3630 2021-01-27 06:27:30,789 - mmaction - INFO - Epoch [195][1780/2147] lr: 2.758e-02, eta: 2 days, 13:13:24, time: 1.761, data_time: 0.018, memory: 16628, top1_acc: 0.5076, top5_acc: 0.7420, loss_cls: 2.1615, loss: 2.1615, grad_norm: 3.4160 2021-01-27 06:28:11,125 - mmaction - INFO - Epoch [195][1800/2147] lr: 2.758e-02, eta: 2 days, 13:12:52, time: 2.019, data_time: 0.020, memory: 16628, top1_acc: 0.5107, top5_acc: 0.7545, loss_cls: 2.0856, loss: 2.0856, grad_norm: 3.3662 2021-01-27 06:28:48,583 - mmaction - INFO - Epoch [195][1820/2147] lr: 2.758e-02, eta: 2 days, 13:12:20, time: 1.877, data_time: 0.013, memory: 16628, top1_acc: 0.5049, top5_acc: 0.7504, loss_cls: 2.1263, loss: 2.1263, grad_norm: 3.3692 2021-01-27 06:29:17,864 - mmaction - INFO - Epoch [195][1840/2147] lr: 2.758e-02, eta: 2 days, 13:11:45, time: 1.466, data_time: 0.008, memory: 16628, top1_acc: 0.5036, top5_acc: 0.7420, loss_cls: 2.1349, loss: 2.1349, grad_norm: 3.3278 2021-01-27 06:29:54,515 - mmaction - INFO - Epoch [195][1860/2147] lr: 2.758e-02, eta: 2 days, 13:11:12, time: 1.823, data_time: 0.011, memory: 16628, top1_acc: 0.5192, top5_acc: 0.7478, loss_cls: 2.1231, loss: 2.1231, grad_norm: 3.3544 2021-01-27 06:30:27,299 - mmaction - INFO - Epoch [195][1880/2147] lr: 2.758e-02, eta: 2 days, 13:10:38, time: 1.647, data_time: 0.032, memory: 16628, top1_acc: 0.5183, top5_acc: 0.7451, loss_cls: 2.1598, loss: 2.1598, grad_norm: 3.3689 2021-01-27 06:30:56,466 - mmaction - INFO - Epoch [195][1900/2147] lr: 2.758e-02, eta: 2 days, 13:10:04, time: 1.460, data_time: 0.007, memory: 16628, top1_acc: 0.5049, top5_acc: 0.7393, loss_cls: 2.1494, loss: 2.1494, grad_norm: 3.3778 2021-01-27 06:31:28,987 - mmaction - INFO - Epoch [195][1920/2147] lr: 2.758e-02, eta: 2 days, 13:09:30, time: 1.625, data_time: 0.006, memory: 16628, top1_acc: 0.5201, top5_acc: 0.7536, loss_cls: 2.0659, loss: 2.0659, grad_norm: 3.3414 2021-01-27 06:32:15,228 - mmaction - INFO - Epoch [195][1940/2147] lr: 2.758e-02, eta: 2 days, 13:09:00, time: 2.304, data_time: 0.131, memory: 16628, top1_acc: 0.5089, top5_acc: 0.7446, loss_cls: 2.1118, loss: 2.1118, grad_norm: 3.4201 2021-01-27 06:32:43,879 - mmaction - INFO - Epoch [195][1960/2147] lr: 2.758e-02, eta: 2 days, 13:08:25, time: 1.443, data_time: 0.017, memory: 16628, top1_acc: 0.5089, top5_acc: 0.7540, loss_cls: 2.0744, loss: 2.0744, grad_norm: 3.3997 2021-01-27 06:33:26,382 - mmaction - INFO - Epoch [195][1980/2147] lr: 2.758e-02, eta: 2 days, 13:07:54, time: 2.124, data_time: 0.005, memory: 16628, top1_acc: 0.5098, top5_acc: 0.7402, loss_cls: 2.1228, loss: 2.1228, grad_norm: 3.3658 2021-01-27 06:33:59,568 - mmaction - INFO - Epoch [195][2000/2147] lr: 2.758e-02, eta: 2 days, 13:07:20, time: 1.661, data_time: 0.008, memory: 16628, top1_acc: 0.4902, top5_acc: 0.7201, loss_cls: 2.1989, loss: 2.1989, grad_norm: 3.4038 2021-01-27 06:34:28,549 - mmaction - INFO - Epoch [195][2020/2147] lr: 2.758e-02, eta: 2 days, 13:06:45, time: 1.449, data_time: 0.003, memory: 16628, top1_acc: 0.5179, top5_acc: 0.7384, loss_cls: 2.1426, loss: 2.1426, grad_norm: 3.2379 2021-01-27 06:34:57,401 - mmaction - INFO - Epoch [195][2040/2147] lr: 2.758e-02, eta: 2 days, 13:06:10, time: 1.442, data_time: 0.003, memory: 16628, top1_acc: 0.5165, top5_acc: 0.7536, loss_cls: 2.1037, loss: 2.1037, grad_norm: 3.4088 2021-01-27 06:35:30,950 - mmaction - INFO - Epoch [195][2060/2147] lr: 2.758e-02, eta: 2 days, 13:05:37, time: 1.675, data_time: 0.004, memory: 16628, top1_acc: 0.5062, top5_acc: 0.7446, loss_cls: 2.1440, loss: 2.1440, grad_norm: 3.4061 2021-01-27 06:36:01,492 - mmaction - INFO - Epoch [195][2080/2147] lr: 2.758e-02, eta: 2 days, 13:05:02, time: 1.525, data_time: 0.008, memory: 16628, top1_acc: 0.4955, top5_acc: 0.7371, loss_cls: 2.1830, loss: 2.1830, grad_norm: 3.3949 2021-01-27 06:36:35,382 - mmaction - INFO - Epoch [195][2100/2147] lr: 2.758e-02, eta: 2 days, 13:04:28, time: 1.631, data_time: 0.009, memory: 16628, top1_acc: 0.5290, top5_acc: 0.7558, loss_cls: 2.0456, loss: 2.0456, grad_norm: 3.3723 2021-01-27 06:37:15,610 - mmaction - INFO - Epoch [195][2120/2147] lr: 2.758e-02, eta: 2 days, 13:03:57, time: 2.074, data_time: 0.233, memory: 16628, top1_acc: 0.5094, top5_acc: 0.7460, loss_cls: 2.1318, loss: 2.1318, grad_norm: 3.4118 2021-01-27 06:37:46,755 - mmaction - INFO - Epoch [195][2140/2147] lr: 2.758e-02, eta: 2 days, 13:03:23, time: 1.563, data_time: 0.015, memory: 16628, top1_acc: 0.4978, top5_acc: 0.7272, loss_cls: 2.1978, loss: 2.1978, grad_norm: 3.4413 2021-01-27 06:59:04,013 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-27 06:59:04,867 - mmaction - INFO - top1_acc 0.5754 top5_acc 0.8112 2021-01-27 06:59:04,867 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-27 06:59:04,924 - mmaction - INFO - mean_acc 0.5754 2021-01-27 06:59:04,925 - mmaction - INFO - Now best checkpoint is epoch_195.pth 2021-01-27 06:59:04,934 - mmaction - INFO - Epoch(val) [195][2147] top1_acc: 0.5754, top5_acc: 0.8112, mean_class_accuracy: 0.5754 2021-01-27 07:05:29,036 - mmaction - INFO - Epoch [196][20/2147] lr: 2.673e-02, eta: 2 days, 13:04:24, time: 19.192, data_time: 16.554, memory: 16628, top1_acc: 0.5116, top5_acc: 0.7504, loss_cls: 2.1113, loss: 2.1113, grad_norm: 3.4538 2021-01-27 07:05:59,556 - mmaction - INFO - Epoch [196][40/2147] lr: 2.673e-02, eta: 2 days, 13:03:49, time: 1.534, data_time: 0.016, memory: 16628, top1_acc: 0.5129, top5_acc: 0.7536, loss_cls: 2.1122, loss: 2.1122, grad_norm: 3.4430 2021-01-27 07:06:32,608 - mmaction - INFO - Epoch [196][60/2147] lr: 2.673e-02, eta: 2 days, 13:03:15, time: 1.654, data_time: 0.005, memory: 16628, top1_acc: 0.5085, top5_acc: 0.7317, loss_cls: 2.1637, loss: 2.1637, grad_norm: 3.3959 2021-01-27 07:07:14,092 - mmaction - INFO - Epoch [196][80/2147] lr: 2.673e-02, eta: 2 days, 13:02:44, time: 2.073, data_time: 0.111, memory: 16628, top1_acc: 0.5152, top5_acc: 0.7402, loss_cls: 2.1554, loss: 2.1554, grad_norm: 3.4556 2021-01-27 07:07:42,569 - mmaction - INFO - Epoch [196][100/2147] lr: 2.673e-02, eta: 2 days, 13:02:09, time: 1.425, data_time: 0.004, memory: 16628, top1_acc: 0.5188, top5_acc: 0.7473, loss_cls: 2.1043, loss: 2.1043, grad_norm: 3.3941 2021-01-27 07:08:16,264 - mmaction - INFO - Epoch [196][120/2147] lr: 2.673e-02, eta: 2 days, 13:01:36, time: 1.683, data_time: 0.003, memory: 16628, top1_acc: 0.5152, top5_acc: 0.7366, loss_cls: 2.1474, loss: 2.1474, grad_norm: 3.4051 2021-01-27 07:08:45,318 - mmaction - INFO - Epoch [196][140/2147] lr: 2.673e-02, eta: 2 days, 13:01:01, time: 1.454, data_time: 0.006, memory: 16628, top1_acc: 0.5152, top5_acc: 0.7473, loss_cls: 2.0726, loss: 2.0726, grad_norm: 3.4042 2021-01-27 07:09:20,271 - mmaction - INFO - Epoch [196][160/2147] lr: 2.673e-02, eta: 2 days, 13:00:27, time: 1.747, data_time: 0.003, memory: 16628, top1_acc: 0.5129, top5_acc: 0.7406, loss_cls: 2.1363, loss: 2.1363, grad_norm: 3.3109 2021-01-27 07:09:57,748 - mmaction - INFO - Epoch [196][180/2147] lr: 2.673e-02, eta: 2 days, 12:59:55, time: 1.863, data_time: 0.006, memory: 16628, top1_acc: 0.5121, top5_acc: 0.7460, loss_cls: 2.0901, loss: 2.0901, grad_norm: 3.3515 2021-01-27 07:10:29,310 - mmaction - INFO - Epoch [196][200/2147] lr: 2.673e-02, eta: 2 days, 12:59:21, time: 1.586, data_time: 0.015, memory: 16628, top1_acc: 0.5188, top5_acc: 0.7674, loss_cls: 2.0684, loss: 2.0684, grad_norm: 3.3592 2021-01-27 07:11:04,759 - mmaction - INFO - Epoch [196][220/2147] lr: 2.673e-02, eta: 2 days, 12:58:48, time: 1.772, data_time: 0.016, memory: 16628, top1_acc: 0.5192, top5_acc: 0.7496, loss_cls: 2.0700, loss: 2.0700, grad_norm: 3.4686 2021-01-27 07:11:33,208 - mmaction - INFO - Epoch [196][240/2147] lr: 2.673e-02, eta: 2 days, 12:58:13, time: 1.427, data_time: 0.008, memory: 16628, top1_acc: 0.5254, top5_acc: 0.7527, loss_cls: 2.0745, loss: 2.0745, grad_norm: 3.4543 2021-01-27 07:12:09,557 - mmaction - INFO - Epoch [196][260/2147] lr: 2.673e-02, eta: 2 days, 12:57:40, time: 1.805, data_time: 0.094, memory: 16628, top1_acc: 0.5000, top5_acc: 0.7460, loss_cls: 2.1516, loss: 2.1516, grad_norm: 3.5207 2021-01-27 07:12:47,530 - mmaction - INFO - Epoch [196][280/2147] lr: 2.673e-02, eta: 2 days, 12:57:08, time: 1.890, data_time: 0.026, memory: 16628, top1_acc: 0.5228, top5_acc: 0.7571, loss_cls: 2.0481, loss: 2.0481, grad_norm: 3.3411 2021-01-27 07:13:16,460 - mmaction - INFO - Epoch [196][300/2147] lr: 2.673e-02, eta: 2 days, 12:56:33, time: 1.467, data_time: 0.028, memory: 16628, top1_acc: 0.5281, top5_acc: 0.7469, loss_cls: 2.0812, loss: 2.0812, grad_norm: 3.3781 2021-01-27 07:13:50,692 - mmaction - INFO - Epoch [196][320/2147] lr: 2.673e-02, eta: 2 days, 12:55:59, time: 1.703, data_time: 0.005, memory: 16628, top1_acc: 0.5429, top5_acc: 0.7656, loss_cls: 1.9947, loss: 1.9947, grad_norm: 3.2565 2021-01-27 07:14:21,949 - mmaction - INFO - Epoch [196][340/2147] lr: 2.673e-02, eta: 2 days, 12:55:25, time: 1.570, data_time: 0.016, memory: 16628, top1_acc: 0.5187, top5_acc: 0.7504, loss_cls: 2.0692, loss: 2.0692, grad_norm: 3.3956 2021-01-27 07:14:54,810 - mmaction - INFO - Epoch [196][360/2147] lr: 2.673e-02, eta: 2 days, 12:54:51, time: 1.644, data_time: 0.007, memory: 16628, top1_acc: 0.5237, top5_acc: 0.7478, loss_cls: 2.0814, loss: 2.0814, grad_norm: 3.4186 2021-01-27 07:15:27,689 - mmaction - INFO - Epoch [196][380/2147] lr: 2.673e-02, eta: 2 days, 12:54:17, time: 1.634, data_time: 0.008, memory: 16628, top1_acc: 0.5290, top5_acc: 0.7518, loss_cls: 2.0283, loss: 2.0283, grad_norm: 3.4351 2021-01-27 07:15:57,617 - mmaction - INFO - Epoch [196][400/2147] lr: 2.673e-02, eta: 2 days, 12:53:43, time: 1.508, data_time: 0.016, memory: 16628, top1_acc: 0.5205, top5_acc: 0.7437, loss_cls: 2.0779, loss: 2.0779, grad_norm: 3.3872 2021-01-27 07:16:33,464 - mmaction - INFO - Epoch [196][420/2147] lr: 2.673e-02, eta: 2 days, 12:53:10, time: 1.791, data_time: 0.006, memory: 16628, top1_acc: 0.5125, top5_acc: 0.7353, loss_cls: 2.1322, loss: 2.1322, grad_norm: 3.4267 2021-01-27 07:17:18,148 - mmaction - INFO - Epoch [196][440/2147] lr: 2.673e-02, eta: 2 days, 12:52:40, time: 2.218, data_time: 0.125, memory: 16628, top1_acc: 0.5076, top5_acc: 0.7433, loss_cls: 2.1355, loss: 2.1355, grad_norm: 3.4165 2021-01-27 07:17:49,381 - mmaction - INFO - Epoch [196][460/2147] lr: 2.673e-02, eta: 2 days, 12:52:05, time: 1.569, data_time: 0.022, memory: 16628, top1_acc: 0.5062, top5_acc: 0.7353, loss_cls: 2.1682, loss: 2.1682, grad_norm: 3.5242 2021-01-27 07:18:26,273 - mmaction - INFO - Epoch [196][480/2147] lr: 2.673e-02, eta: 2 days, 12:51:33, time: 1.852, data_time: 0.020, memory: 16628, top1_acc: 0.5040, top5_acc: 0.7371, loss_cls: 2.1550, loss: 2.1550, grad_norm: 3.4040 2021-01-27 07:18:59,762 - mmaction - INFO - Epoch [196][500/2147] lr: 2.673e-02, eta: 2 days, 12:50:59, time: 1.669, data_time: 0.006, memory: 16628, top1_acc: 0.5085, top5_acc: 0.7451, loss_cls: 2.1269, loss: 2.1269, grad_norm: 3.4098 2021-01-27 07:19:29,488 - mmaction - INFO - Epoch [196][520/2147] lr: 2.673e-02, eta: 2 days, 12:50:24, time: 1.492, data_time: 0.010, memory: 16628, top1_acc: 0.5085, top5_acc: 0.7348, loss_cls: 2.1606, loss: 2.1606, grad_norm: 3.4652 2021-01-27 07:20:00,946 - mmaction - INFO - Epoch [196][540/2147] lr: 2.673e-02, eta: 2 days, 12:49:50, time: 1.569, data_time: 0.004, memory: 16628, top1_acc: 0.5290, top5_acc: 0.7554, loss_cls: 2.0601, loss: 2.0601, grad_norm: 3.3711 2021-01-27 07:20:33,854 - mmaction - INFO - Epoch [196][560/2147] lr: 2.673e-02, eta: 2 days, 12:49:16, time: 1.646, data_time: 0.011, memory: 16628, top1_acc: 0.5071, top5_acc: 0.7277, loss_cls: 2.1943, loss: 2.1943, grad_norm: 3.6279 2021-01-27 07:21:04,187 - mmaction - INFO - Epoch [196][580/2147] lr: 2.673e-02, eta: 2 days, 12:48:42, time: 1.512, data_time: 0.012, memory: 16628, top1_acc: 0.5237, top5_acc: 0.7509, loss_cls: 2.0903, loss: 2.0903, grad_norm: 3.4699 2021-01-27 07:21:36,909 - mmaction - INFO - Epoch [196][600/2147] lr: 2.673e-02, eta: 2 days, 12:48:08, time: 1.638, data_time: 0.017, memory: 16628, top1_acc: 0.5237, top5_acc: 0.7393, loss_cls: 2.1320, loss: 2.1320, grad_norm: 3.3605 2021-01-27 07:22:15,325 - mmaction - INFO - Epoch [196][620/2147] lr: 2.673e-02, eta: 2 days, 12:47:36, time: 1.926, data_time: 0.114, memory: 16628, top1_acc: 0.5174, top5_acc: 0.7464, loss_cls: 2.1188, loss: 2.1188, grad_norm: 3.4331 2021-01-27 07:22:49,459 - mmaction - INFO - Epoch [196][640/2147] lr: 2.673e-02, eta: 2 days, 12:47:03, time: 1.708, data_time: 0.006, memory: 16628, top1_acc: 0.5196, top5_acc: 0.7554, loss_cls: 2.0725, loss: 2.0725, grad_norm: 3.3561 2021-01-27 07:23:19,883 - mmaction - INFO - Epoch [196][660/2147] lr: 2.673e-02, eta: 2 days, 12:46:28, time: 1.512, data_time: 0.006, memory: 16628, top1_acc: 0.5112, top5_acc: 0.7504, loss_cls: 2.0961, loss: 2.0961, grad_norm: 3.4445 2021-01-27 07:23:58,374 - mmaction - INFO - Epoch [196][680/2147] lr: 2.673e-02, eta: 2 days, 12:45:56, time: 1.931, data_time: 0.017, memory: 16628, top1_acc: 0.5170, top5_acc: 0.7442, loss_cls: 2.1424, loss: 2.1424, grad_norm: 3.3969 2021-01-27 07:24:27,914 - mmaction - INFO - Epoch [196][700/2147] lr: 2.673e-02, eta: 2 days, 12:45:21, time: 1.482, data_time: 0.007, memory: 16628, top1_acc: 0.5183, top5_acc: 0.7362, loss_cls: 2.1140, loss: 2.1140, grad_norm: 3.3947 2021-01-27 07:24:56,442 - mmaction - INFO - Epoch [196][720/2147] lr: 2.673e-02, eta: 2 days, 12:44:46, time: 1.423, data_time: 0.002, memory: 16628, top1_acc: 0.5009, top5_acc: 0.7393, loss_cls: 2.1469, loss: 2.1469, grad_norm: 3.5034 2021-01-27 07:25:31,852 - mmaction - INFO - Epoch [196][740/2147] lr: 2.673e-02, eta: 2 days, 12:44:13, time: 1.772, data_time: 0.010, memory: 16628, top1_acc: 0.5085, top5_acc: 0.7460, loss_cls: 2.1428, loss: 2.1428, grad_norm: 3.4858 2021-01-27 07:26:01,482 - mmaction - INFO - Epoch [196][760/2147] lr: 2.673e-02, eta: 2 days, 12:43:38, time: 1.481, data_time: 0.006, memory: 16628, top1_acc: 0.4982, top5_acc: 0.7290, loss_cls: 2.1725, loss: 2.1725, grad_norm: 3.4172 2021-01-27 07:26:38,050 - mmaction - INFO - Epoch [196][780/2147] lr: 2.673e-02, eta: 2 days, 12:43:05, time: 1.828, data_time: 0.011, memory: 16628, top1_acc: 0.5009, top5_acc: 0.7500, loss_cls: 2.1389, loss: 2.1389, grad_norm: 3.4251 2021-01-27 07:27:19,842 - mmaction - INFO - Epoch [196][800/2147] lr: 2.673e-02, eta: 2 days, 12:42:34, time: 2.077, data_time: 0.014, memory: 16628, top1_acc: 0.5161, top5_acc: 0.7540, loss_cls: 2.0567, loss: 2.0567, grad_norm: 3.3434 2021-01-27 07:27:51,180 - mmaction - INFO - Epoch [196][820/2147] lr: 2.673e-02, eta: 2 days, 12:42:00, time: 1.581, data_time: 0.023, memory: 16628, top1_acc: 0.5027, top5_acc: 0.7362, loss_cls: 2.1297, loss: 2.1297, grad_norm: 3.4000 2021-01-27 07:28:19,709 - mmaction - INFO - Epoch [196][840/2147] lr: 2.673e-02, eta: 2 days, 12:41:25, time: 1.425, data_time: 0.002, memory: 16628, top1_acc: 0.5232, top5_acc: 0.7451, loss_cls: 2.0778, loss: 2.0778, grad_norm: 3.3963 2021-01-27 07:28:51,832 - mmaction - INFO - Epoch [196][860/2147] lr: 2.673e-02, eta: 2 days, 12:40:51, time: 1.608, data_time: 0.004, memory: 16628, top1_acc: 0.5080, top5_acc: 0.7473, loss_cls: 2.1378, loss: 2.1378, grad_norm: 3.4000 2021-01-27 07:29:22,063 - mmaction - INFO - Epoch [196][880/2147] lr: 2.673e-02, eta: 2 days, 12:40:16, time: 1.511, data_time: 0.003, memory: 16628, top1_acc: 0.5188, top5_acc: 0.7509, loss_cls: 2.0670, loss: 2.0670, grad_norm: 3.3709 2021-01-27 07:29:54,141 - mmaction - INFO - Epoch [196][900/2147] lr: 2.673e-02, eta: 2 days, 12:39:42, time: 1.595, data_time: 0.008, memory: 16628, top1_acc: 0.5071, top5_acc: 0.7487, loss_cls: 2.1413, loss: 2.1413, grad_norm: 3.4174 2021-01-27 07:30:25,403 - mmaction - INFO - Epoch [196][920/2147] lr: 2.673e-02, eta: 2 days, 12:39:08, time: 1.569, data_time: 0.013, memory: 16628, top1_acc: 0.5036, top5_acc: 0.7598, loss_cls: 2.1096, loss: 2.1096, grad_norm: 3.4595 2021-01-27 07:30:54,092 - mmaction - INFO - Epoch [196][940/2147] lr: 2.673e-02, eta: 2 days, 12:38:33, time: 1.438, data_time: 0.008, memory: 16628, top1_acc: 0.4897, top5_acc: 0.7295, loss_cls: 2.1881, loss: 2.1881, grad_norm: 3.4935 2021-01-27 07:31:26,111 - mmaction - INFO - Epoch [196][960/2147] lr: 2.673e-02, eta: 2 days, 12:37:59, time: 1.601, data_time: 0.005, memory: 16628, top1_acc: 0.5201, top5_acc: 0.7571, loss_cls: 2.0778, loss: 2.0778, grad_norm: 3.3297 2021-01-27 07:32:07,377 - mmaction - INFO - Epoch [196][980/2147] lr: 2.673e-02, eta: 2 days, 12:37:28, time: 2.064, data_time: 0.033, memory: 16628, top1_acc: 0.5121, top5_acc: 0.7397, loss_cls: 2.1284, loss: 2.1284, grad_norm: 3.4368 2021-01-27 07:32:39,407 - mmaction - INFO - Epoch [196][1000/2147] lr: 2.673e-02, eta: 2 days, 12:36:54, time: 1.603, data_time: 0.005, memory: 16628, top1_acc: 0.5080, top5_acc: 0.7451, loss_cls: 2.1102, loss: 2.1102, grad_norm: 3.4214 2021-01-27 07:33:10,589 - mmaction - INFO - Epoch [196][1020/2147] lr: 2.673e-02, eta: 2 days, 12:36:19, time: 1.556, data_time: 0.003, memory: 16628, top1_acc: 0.5188, top5_acc: 0.7473, loss_cls: 2.1033, loss: 2.1033, grad_norm: 3.4862 2021-01-27 07:33:39,708 - mmaction - INFO - Epoch [196][1040/2147] lr: 2.673e-02, eta: 2 days, 12:35:44, time: 1.458, data_time: 0.006, memory: 16628, top1_acc: 0.4996, top5_acc: 0.7420, loss_cls: 2.1223, loss: 2.1223, grad_norm: 3.4574 2021-01-27 07:34:08,172 - mmaction - INFO - Epoch [196][1060/2147] lr: 2.673e-02, eta: 2 days, 12:35:09, time: 1.423, data_time: 0.005, memory: 16628, top1_acc: 0.5161, top5_acc: 0.7509, loss_cls: 2.0926, loss: 2.0926, grad_norm: 3.4364 2021-01-27 07:34:43,259 - mmaction - INFO - Epoch [196][1080/2147] lr: 2.673e-02, eta: 2 days, 12:34:36, time: 1.750, data_time: 0.005, memory: 16628, top1_acc: 0.5188, top5_acc: 0.7433, loss_cls: 2.0935, loss: 2.0935, grad_norm: 3.4989 2021-01-27 07:35:17,160 - mmaction - INFO - Epoch [196][1100/2147] lr: 2.673e-02, eta: 2 days, 12:34:03, time: 1.698, data_time: 0.011, memory: 16628, top1_acc: 0.5250, top5_acc: 0.7509, loss_cls: 2.0755, loss: 2.0755, grad_norm: 3.4482 2021-01-27 07:35:47,304 - mmaction - INFO - Epoch [196][1120/2147] lr: 2.673e-02, eta: 2 days, 12:33:28, time: 1.503, data_time: 0.007, memory: 16628, top1_acc: 0.5040, top5_acc: 0.7379, loss_cls: 2.1798, loss: 2.1798, grad_norm: 3.4802 2021-01-27 07:36:22,647 - mmaction - INFO - Epoch [196][1140/2147] lr: 2.673e-02, eta: 2 days, 12:32:55, time: 1.771, data_time: 0.011, memory: 16628, top1_acc: 0.5009, top5_acc: 0.7344, loss_cls: 2.1745, loss: 2.1745, grad_norm: 3.4523 2021-01-27 07:37:00,909 - mmaction - INFO - Epoch [196][1160/2147] lr: 2.673e-02, eta: 2 days, 12:32:23, time: 1.907, data_time: 0.005, memory: 16628, top1_acc: 0.5045, top5_acc: 0.7429, loss_cls: 2.1445, loss: 2.1445, grad_norm: 3.5113 2021-01-27 07:37:33,289 - mmaction - INFO - Epoch [196][1180/2147] lr: 2.673e-02, eta: 2 days, 12:31:49, time: 1.629, data_time: 0.013, memory: 16628, top1_acc: 0.5183, top5_acc: 0.7371, loss_cls: 2.1316, loss: 2.1316, grad_norm: 3.4343 2021-01-27 07:38:09,647 - mmaction - INFO - Epoch [196][1200/2147] lr: 2.673e-02, eta: 2 days, 12:31:16, time: 1.810, data_time: 0.004, memory: 16628, top1_acc: 0.5107, top5_acc: 0.7446, loss_cls: 2.1177, loss: 2.1177, grad_norm: 3.4170 2021-01-27 07:38:40,440 - mmaction - INFO - Epoch [196][1220/2147] lr: 2.673e-02, eta: 2 days, 12:30:42, time: 1.543, data_time: 0.015, memory: 16628, top1_acc: 0.5357, top5_acc: 0.7585, loss_cls: 2.0421, loss: 2.0421, grad_norm: 3.2965 2021-01-27 07:39:09,893 - mmaction - INFO - Epoch [196][1240/2147] lr: 2.673e-02, eta: 2 days, 12:30:07, time: 1.473, data_time: 0.006, memory: 16628, top1_acc: 0.4978, top5_acc: 0.7513, loss_cls: 2.1437, loss: 2.1437, grad_norm: 3.4567 2021-01-27 07:39:44,307 - mmaction - INFO - Epoch [196][1260/2147] lr: 2.673e-02, eta: 2 days, 12:29:33, time: 1.719, data_time: 0.007, memory: 16628, top1_acc: 0.5152, top5_acc: 0.7442, loss_cls: 2.1217, loss: 2.1217, grad_norm: 3.3294 2021-01-27 07:40:13,093 - mmaction - INFO - Epoch [196][1280/2147] lr: 2.673e-02, eta: 2 days, 12:28:58, time: 1.444, data_time: 0.008, memory: 16628, top1_acc: 0.5152, top5_acc: 0.7478, loss_cls: 2.0992, loss: 2.0992, grad_norm: 3.4433 2021-01-27 07:40:44,008 - mmaction - INFO - Epoch [196][1300/2147] lr: 2.673e-02, eta: 2 days, 12:28:24, time: 1.545, data_time: 0.016, memory: 16628, top1_acc: 0.5036, top5_acc: 0.7397, loss_cls: 2.1403, loss: 2.1403, grad_norm: 3.4681 2021-01-27 07:41:22,927 - mmaction - INFO - Epoch [196][1320/2147] lr: 2.673e-02, eta: 2 days, 12:27:52, time: 1.932, data_time: 0.006, memory: 16628, top1_acc: 0.5112, top5_acc: 0.7464, loss_cls: 2.1157, loss: 2.1157, grad_norm: 3.4056 2021-01-27 07:42:08,000 - mmaction - INFO - Epoch [196][1340/2147] lr: 2.673e-02, eta: 2 days, 12:27:22, time: 2.262, data_time: 0.220, memory: 16628, top1_acc: 0.5040, top5_acc: 0.7513, loss_cls: 2.1488, loss: 2.1488, grad_norm: 3.5181 2021-01-27 07:42:41,454 - mmaction - INFO - Epoch [196][1360/2147] lr: 2.673e-02, eta: 2 days, 12:26:48, time: 1.679, data_time: 0.009, memory: 16628, top1_acc: 0.5009, top5_acc: 0.7357, loss_cls: 2.1853, loss: 2.1853, grad_norm: 3.4221 2021-01-27 07:43:18,922 - mmaction - INFO - Epoch [196][1380/2147] lr: 2.673e-02, eta: 2 days, 12:26:16, time: 1.843, data_time: 0.004, memory: 16628, top1_acc: 0.4996, top5_acc: 0.7442, loss_cls: 2.1244, loss: 2.1244, grad_norm: 3.4241 2021-01-27 07:43:51,304 - mmaction - INFO - Epoch [196][1400/2147] lr: 2.673e-02, eta: 2 days, 12:25:42, time: 1.650, data_time: 0.034, memory: 16628, top1_acc: 0.5147, top5_acc: 0.7487, loss_cls: 2.0953, loss: 2.0953, grad_norm: 3.4774 2021-01-27 07:44:22,900 - mmaction - INFO - Epoch [196][1420/2147] lr: 2.673e-02, eta: 2 days, 12:25:08, time: 1.576, data_time: 0.004, memory: 16628, top1_acc: 0.5071, top5_acc: 0.7420, loss_cls: 2.1477, loss: 2.1477, grad_norm: 3.4721 2021-01-27 07:44:57,912 - mmaction - INFO - Epoch [196][1440/2147] lr: 2.673e-02, eta: 2 days, 12:24:35, time: 1.738, data_time: 0.017, memory: 16628, top1_acc: 0.5040, top5_acc: 0.7357, loss_cls: 2.1700, loss: 2.1700, grad_norm: 3.3841 2021-01-27 07:45:32,871 - mmaction - INFO - Epoch [196][1460/2147] lr: 2.673e-02, eta: 2 days, 12:24:02, time: 1.757, data_time: 0.028, memory: 16628, top1_acc: 0.5009, top5_acc: 0.7308, loss_cls: 2.1782, loss: 2.1782, grad_norm: 3.4229 2021-01-27 07:46:02,613 - mmaction - INFO - Epoch [196][1480/2147] lr: 2.673e-02, eta: 2 days, 12:23:27, time: 1.490, data_time: 0.017, memory: 16628, top1_acc: 0.5138, top5_acc: 0.7509, loss_cls: 2.0853, loss: 2.0853, grad_norm: 3.3313 2021-01-27 07:46:49,178 - mmaction - INFO - Epoch [196][1500/2147] lr: 2.673e-02, eta: 2 days, 12:22:57, time: 2.318, data_time: 0.082, memory: 16628, top1_acc: 0.5036, top5_acc: 0.7420, loss_cls: 2.1388, loss: 2.1388, grad_norm: 3.4223 2021-01-27 07:47:24,029 - mmaction - INFO - Epoch [196][1520/2147] lr: 2.673e-02, eta: 2 days, 12:22:24, time: 1.752, data_time: 0.016, memory: 16628, top1_acc: 0.5062, top5_acc: 0.7509, loss_cls: 2.0965, loss: 2.0965, grad_norm: 3.4786 2021-01-27 07:48:09,395 - mmaction - INFO - Epoch [196][1540/2147] lr: 2.673e-02, eta: 2 days, 12:21:54, time: 2.271, data_time: 0.009, memory: 16628, top1_acc: 0.5004, top5_acc: 0.7232, loss_cls: 2.1937, loss: 2.1937, grad_norm: 3.5272 2021-01-27 07:48:42,455 - mmaction - INFO - Epoch [196][1560/2147] lr: 2.673e-02, eta: 2 days, 12:21:20, time: 1.652, data_time: 0.007, memory: 16628, top1_acc: 0.4853, top5_acc: 0.7205, loss_cls: 2.2448, loss: 2.2448, grad_norm: 3.5194 2021-01-27 07:49:11,585 - mmaction - INFO - Epoch [196][1580/2147] lr: 2.673e-02, eta: 2 days, 12:20:45, time: 1.458, data_time: 0.010, memory: 16628, top1_acc: 0.5241, top5_acc: 0.7545, loss_cls: 2.1167, loss: 2.1167, grad_norm: 3.3633 2021-01-27 07:49:40,481 - mmaction - INFO - Epoch [196][1600/2147] lr: 2.673e-02, eta: 2 days, 12:20:10, time: 1.445, data_time: 0.004, memory: 16628, top1_acc: 0.4996, top5_acc: 0.7442, loss_cls: 2.1328, loss: 2.1328, grad_norm: 3.3871 2021-01-27 07:50:09,854 - mmaction - INFO - Epoch [196][1620/2147] lr: 2.673e-02, eta: 2 days, 12:19:36, time: 1.465, data_time: 0.006, memory: 16628, top1_acc: 0.5147, top5_acc: 0.7304, loss_cls: 2.1649, loss: 2.1649, grad_norm: 3.3897 2021-01-27 07:50:44,116 - mmaction - INFO - Epoch [196][1640/2147] lr: 2.673e-02, eta: 2 days, 12:19:02, time: 1.711, data_time: 0.007, memory: 16628, top1_acc: 0.5174, top5_acc: 0.7612, loss_cls: 2.0789, loss: 2.0789, grad_norm: 3.3845 2021-01-27 07:51:13,242 - mmaction - INFO - Epoch [196][1660/2147] lr: 2.673e-02, eta: 2 days, 12:18:27, time: 1.461, data_time: 0.009, memory: 16628, top1_acc: 0.5129, top5_acc: 0.7531, loss_cls: 2.0634, loss: 2.0634, grad_norm: 3.3598 2021-01-27 07:51:52,356 - mmaction - INFO - Epoch [196][1680/2147] lr: 2.673e-02, eta: 2 days, 12:17:55, time: 1.958, data_time: 0.009, memory: 16628, top1_acc: 0.5080, top5_acc: 0.7393, loss_cls: 2.1248, loss: 2.1248, grad_norm: 3.4601 2021-01-27 07:52:24,139 - mmaction - INFO - Epoch [196][1700/2147] lr: 2.673e-02, eta: 2 days, 12:17:21, time: 1.587, data_time: 0.002, memory: 16628, top1_acc: 0.4955, top5_acc: 0.7424, loss_cls: 2.1770, loss: 2.1770, grad_norm: 3.4753 2021-01-27 07:52:56,509 - mmaction - INFO - Epoch [196][1720/2147] lr: 2.673e-02, eta: 2 days, 12:16:47, time: 1.619, data_time: 0.020, memory: 16628, top1_acc: 0.5080, top5_acc: 0.7478, loss_cls: 2.1496, loss: 2.1496, grad_norm: 3.4481 2021-01-27 07:53:30,029 - mmaction - INFO - Epoch [196][1740/2147] lr: 2.673e-02, eta: 2 days, 12:16:14, time: 1.675, data_time: 0.012, memory: 16628, top1_acc: 0.5174, top5_acc: 0.7576, loss_cls: 2.0776, loss: 2.0776, grad_norm: 3.3490 2021-01-27 07:54:07,438 - mmaction - INFO - Epoch [196][1760/2147] lr: 2.673e-02, eta: 2 days, 12:15:41, time: 1.866, data_time: 0.010, memory: 16628, top1_acc: 0.5085, top5_acc: 0.7478, loss_cls: 2.0621, loss: 2.0621, grad_norm: 3.4933 2021-01-27 07:54:36,654 - mmaction - INFO - Epoch [196][1780/2147] lr: 2.673e-02, eta: 2 days, 12:15:06, time: 1.465, data_time: 0.012, memory: 16628, top1_acc: 0.5018, top5_acc: 0.7424, loss_cls: 2.1376, loss: 2.1376, grad_norm: 3.4954 2021-01-27 07:55:13,872 - mmaction - INFO - Epoch [196][1800/2147] lr: 2.673e-02, eta: 2 days, 12:14:34, time: 1.853, data_time: 0.007, memory: 16628, top1_acc: 0.5147, top5_acc: 0.7478, loss_cls: 2.0975, loss: 2.0975, grad_norm: 3.3893 2021-01-27 07:55:50,184 - mmaction - INFO - Epoch [196][1820/2147] lr: 2.673e-02, eta: 2 days, 12:14:01, time: 1.824, data_time: 0.016, memory: 16628, top1_acc: 0.5237, top5_acc: 0.7562, loss_cls: 2.0986, loss: 2.0986, grad_norm: 3.4711 2021-01-27 07:56:19,593 - mmaction - INFO - Epoch [196][1840/2147] lr: 2.673e-02, eta: 2 days, 12:13:26, time: 1.470, data_time: 0.004, memory: 16628, top1_acc: 0.5036, top5_acc: 0.7518, loss_cls: 2.1245, loss: 2.1245, grad_norm: 3.4298 2021-01-27 07:57:10,976 - mmaction - INFO - Epoch [196][1860/2147] lr: 2.673e-02, eta: 2 days, 12:12:58, time: 2.557, data_time: 0.007, memory: 16628, top1_acc: 0.4987, top5_acc: 0.7357, loss_cls: 2.2203, loss: 2.2203, grad_norm: 3.5031 2021-01-27 07:57:40,228 - mmaction - INFO - Epoch [196][1880/2147] lr: 2.673e-02, eta: 2 days, 12:12:23, time: 1.472, data_time: 0.019, memory: 16628, top1_acc: 0.4996, top5_acc: 0.7357, loss_cls: 2.1381, loss: 2.1381, grad_norm: 3.3804 2021-01-27 07:58:31,058 - mmaction - INFO - Epoch [196][1900/2147] lr: 2.673e-02, eta: 2 days, 12:11:55, time: 2.541, data_time: 0.009, memory: 16628, top1_acc: 0.5147, top5_acc: 0.7567, loss_cls: 2.0765, loss: 2.0765, grad_norm: 3.3850 2021-01-27 07:59:01,363 - mmaction - INFO - Epoch [196][1920/2147] lr: 2.673e-02, eta: 2 days, 12:11:20, time: 1.516, data_time: 0.012, memory: 16628, top1_acc: 0.5004, top5_acc: 0.7424, loss_cls: 2.1444, loss: 2.1444, grad_norm: 3.3698 2021-01-27 07:59:32,584 - mmaction - INFO - Epoch [196][1940/2147] lr: 2.673e-02, eta: 2 days, 12:10:46, time: 1.564, data_time: 0.009, memory: 16628, top1_acc: 0.5134, top5_acc: 0.7509, loss_cls: 2.0953, loss: 2.0953, grad_norm: 3.3179 2021-01-27 08:00:09,942 - mmaction - INFO - Epoch [196][1960/2147] lr: 2.673e-02, eta: 2 days, 12:10:14, time: 1.869, data_time: 0.004, memory: 16628, top1_acc: 0.5147, top5_acc: 0.7567, loss_cls: 2.0531, loss: 2.0531, grad_norm: 3.4222 2021-01-27 08:00:40,180 - mmaction - INFO - Epoch [196][1980/2147] lr: 2.673e-02, eta: 2 days, 12:09:39, time: 1.511, data_time: 0.002, memory: 16628, top1_acc: 0.5246, top5_acc: 0.7491, loss_cls: 2.0458, loss: 2.0458, grad_norm: 3.3925 2021-01-27 08:01:14,471 - mmaction - INFO - Epoch [196][2000/2147] lr: 2.673e-02, eta: 2 days, 12:09:06, time: 1.711, data_time: 0.004, memory: 16628, top1_acc: 0.5018, top5_acc: 0.7379, loss_cls: 2.1710, loss: 2.1710, grad_norm: 3.4737 2021-01-27 08:01:57,653 - mmaction - INFO - Epoch [196][2020/2147] lr: 2.673e-02, eta: 2 days, 12:08:35, time: 2.161, data_time: 0.009, memory: 16628, top1_acc: 0.5094, top5_acc: 0.7406, loss_cls: 2.1401, loss: 2.1401, grad_norm: 3.4878 2021-01-27 08:02:29,961 - mmaction - INFO - Epoch [196][2040/2147] lr: 2.673e-02, eta: 2 days, 12:08:01, time: 1.607, data_time: 0.008, memory: 16628, top1_acc: 0.5049, top5_acc: 0.7406, loss_cls: 2.1367, loss: 2.1367, grad_norm: 3.3486 2021-01-27 08:03:09,902 - mmaction - INFO - Epoch [196][2060/2147] lr: 2.673e-02, eta: 2 days, 12:07:29, time: 1.998, data_time: 0.019, memory: 16628, top1_acc: 0.5210, top5_acc: 0.7652, loss_cls: 2.0410, loss: 2.0410, grad_norm: 3.4184 2021-01-27 08:03:38,453 - mmaction - INFO - Epoch [196][2080/2147] lr: 2.673e-02, eta: 2 days, 12:06:54, time: 1.437, data_time: 0.016, memory: 16628, top1_acc: 0.5272, top5_acc: 0.7629, loss_cls: 2.0483, loss: 2.0483, grad_norm: 3.3552 2021-01-27 08:04:11,057 - mmaction - INFO - Epoch [196][2100/2147] lr: 2.673e-02, eta: 2 days, 12:06:20, time: 1.624, data_time: 0.003, memory: 16628, top1_acc: 0.5080, top5_acc: 0.7371, loss_cls: 2.1229, loss: 2.1229, grad_norm: 3.3315 2021-01-27 08:04:44,618 - mmaction - INFO - Epoch [196][2120/2147] lr: 2.673e-02, eta: 2 days, 12:05:47, time: 1.683, data_time: 0.009, memory: 16628, top1_acc: 0.5116, top5_acc: 0.7500, loss_cls: 2.1156, loss: 2.1156, grad_norm: 3.3851 2021-01-27 08:05:16,339 - mmaction - INFO - Epoch [196][2140/2147] lr: 2.673e-02, eta: 2 days, 12:05:13, time: 1.581, data_time: 0.003, memory: 16628, top1_acc: 0.5049, top5_acc: 0.7304, loss_cls: 2.1667, loss: 2.1667, grad_norm: 3.4230 2021-01-27 08:05:47,435 - mmaction - INFO - Saving checkpoint at 196 epochs 2021-01-27 08:11:43,772 - mmaction - INFO - Epoch [197][20/2147] lr: 2.590e-02, eta: 2 days, 12:06:01, time: 17.599, data_time: 15.690, memory: 16628, top1_acc: 0.5129, top5_acc: 0.7518, loss_cls: 2.0766, loss: 2.0766, grad_norm: 3.3710 2021-01-27 08:12:24,575 - mmaction - INFO - Epoch [197][40/2147] lr: 2.590e-02, eta: 2 days, 12:05:30, time: 2.120, data_time: 0.118, memory: 16628, top1_acc: 0.5268, top5_acc: 0.7455, loss_cls: 2.0784, loss: 2.0784, grad_norm: 3.3670 2021-01-27 08:13:08,496 - mmaction - INFO - Epoch [197][60/2147] lr: 2.590e-02, eta: 2 days, 12:05:00, time: 2.193, data_time: 0.003, memory: 16628, top1_acc: 0.5241, top5_acc: 0.7504, loss_cls: 2.0921, loss: 2.0921, grad_norm: 3.4490 2021-01-27 08:13:39,761 - mmaction - INFO - Epoch [197][80/2147] lr: 2.590e-02, eta: 2 days, 12:04:26, time: 1.567, data_time: 0.007, memory: 16628, top1_acc: 0.5027, top5_acc: 0.7366, loss_cls: 2.1468, loss: 2.1468, grad_norm: 3.5750 2021-01-27 08:14:09,524 - mmaction - INFO - Epoch [197][100/2147] lr: 2.590e-02, eta: 2 days, 12:03:51, time: 1.488, data_time: 0.003, memory: 16628, top1_acc: 0.5259, top5_acc: 0.7562, loss_cls: 2.0696, loss: 2.0696, grad_norm: 3.4440 2021-01-27 08:14:39,016 - mmaction - INFO - Epoch [197][120/2147] lr: 2.590e-02, eta: 2 days, 12:03:16, time: 1.475, data_time: 0.005, memory: 16628, top1_acc: 0.5170, top5_acc: 0.7491, loss_cls: 2.0773, loss: 2.0773, grad_norm: 3.4378 2021-01-27 08:15:14,277 - mmaction - INFO - Epoch [197][140/2147] lr: 2.590e-02, eta: 2 days, 12:02:43, time: 1.761, data_time: 0.002, memory: 16628, top1_acc: 0.5040, top5_acc: 0.7335, loss_cls: 2.1727, loss: 2.1727, grad_norm: 3.4168 2021-01-27 08:15:43,501 - mmaction - INFO - Epoch [197][160/2147] lr: 2.590e-02, eta: 2 days, 12:02:08, time: 1.461, data_time: 0.010, memory: 16628, top1_acc: 0.5312, top5_acc: 0.7504, loss_cls: 2.0161, loss: 2.0161, grad_norm: 3.4135 2021-01-27 08:16:21,649 - mmaction - INFO - Epoch [197][180/2147] lr: 2.590e-02, eta: 2 days, 12:01:36, time: 1.908, data_time: 0.006, memory: 16628, top1_acc: 0.5254, top5_acc: 0.7647, loss_cls: 2.0138, loss: 2.0138, grad_norm: 3.4501 2021-01-27 08:17:06,446 - mmaction - INFO - Epoch [197][200/2147] lr: 2.590e-02, eta: 2 days, 12:01:05, time: 2.238, data_time: 0.010, memory: 16628, top1_acc: 0.5424, top5_acc: 0.7670, loss_cls: 1.9815, loss: 1.9815, grad_norm: 3.4495 2021-01-27 08:17:35,330 - mmaction - INFO - Epoch [197][220/2147] lr: 2.590e-02, eta: 2 days, 12:00:30, time: 1.446, data_time: 0.010, memory: 16628, top1_acc: 0.5138, top5_acc: 0.7518, loss_cls: 2.1134, loss: 2.1134, grad_norm: 3.5307 2021-01-27 08:18:09,920 - mmaction - INFO - Epoch [197][240/2147] lr: 2.590e-02, eta: 2 days, 11:59:57, time: 1.731, data_time: 0.005, memory: 16628, top1_acc: 0.5170, top5_acc: 0.7424, loss_cls: 2.1362, loss: 2.1362, grad_norm: 3.4086 2021-01-27 08:18:40,823 - mmaction - INFO - Epoch [197][260/2147] lr: 2.590e-02, eta: 2 days, 11:59:23, time: 1.546, data_time: 0.004, memory: 16628, top1_acc: 0.5174, top5_acc: 0.7594, loss_cls: 2.0495, loss: 2.0495, grad_norm: 3.3539 2021-01-27 08:19:14,622 - mmaction - INFO - Epoch [197][280/2147] lr: 2.590e-02, eta: 2 days, 11:58:49, time: 1.690, data_time: 0.004, memory: 16628, top1_acc: 0.5188, top5_acc: 0.7420, loss_cls: 2.0941, loss: 2.0941, grad_norm: 3.4981 2021-01-27 08:19:42,916 - mmaction - INFO - Epoch [197][300/2147] lr: 2.590e-02, eta: 2 days, 11:58:14, time: 1.414, data_time: 0.002, memory: 16628, top1_acc: 0.5397, top5_acc: 0.7616, loss_cls: 2.0050, loss: 2.0050, grad_norm: 3.4173 2021-01-27 08:20:15,280 - mmaction - INFO - Epoch [197][320/2147] lr: 2.590e-02, eta: 2 days, 11:57:40, time: 1.619, data_time: 0.003, memory: 16628, top1_acc: 0.4991, top5_acc: 0.7366, loss_cls: 2.1822, loss: 2.1822, grad_norm: 3.4988 2021-01-27 08:20:49,996 - mmaction - INFO - Epoch [197][340/2147] lr: 2.590e-02, eta: 2 days, 11:57:07, time: 1.724, data_time: 0.005, memory: 16628, top1_acc: 0.4946, top5_acc: 0.7451, loss_cls: 2.1118, loss: 2.1118, grad_norm: 3.4080 2021-01-27 08:21:20,570 - mmaction - INFO - Epoch [197][360/2147] lr: 2.590e-02, eta: 2 days, 11:56:32, time: 1.536, data_time: 0.021, memory: 16628, top1_acc: 0.5263, top5_acc: 0.7558, loss_cls: 2.0782, loss: 2.0782, grad_norm: 3.5260 2021-01-27 08:22:04,645 - mmaction - INFO - Epoch [197][380/2147] lr: 2.590e-02, eta: 2 days, 11:56:02, time: 2.197, data_time: 0.007, memory: 16628, top1_acc: 0.5259, top5_acc: 0.7540, loss_cls: 2.0834, loss: 2.0834, grad_norm: 3.4713 2021-01-27 08:22:37,124 - mmaction - INFO - Epoch [197][400/2147] lr: 2.590e-02, eta: 2 days, 11:55:28, time: 1.635, data_time: 0.013, memory: 16628, top1_acc: 0.5022, top5_acc: 0.7518, loss_cls: 2.1048, loss: 2.1048, grad_norm: 3.5301 2021-01-27 08:23:05,603 - mmaction - INFO - Epoch [197][420/2147] lr: 2.590e-02, eta: 2 days, 11:54:53, time: 1.424, data_time: 0.002, memory: 16628, top1_acc: 0.5107, top5_acc: 0.7531, loss_cls: 2.1039, loss: 2.1039, grad_norm: 3.4457 2021-01-27 08:23:39,801 - mmaction - INFO - Epoch [197][440/2147] lr: 2.590e-02, eta: 2 days, 11:54:19, time: 1.708, data_time: 0.004, memory: 16628, top1_acc: 0.5317, top5_acc: 0.7625, loss_cls: 2.0280, loss: 2.0280, grad_norm: 3.4582 2021-01-27 08:24:10,760 - mmaction - INFO - Epoch [197][460/2147] lr: 2.590e-02, eta: 2 days, 11:53:45, time: 1.543, data_time: 0.013, memory: 16628, top1_acc: 0.5366, top5_acc: 0.7576, loss_cls: 2.0329, loss: 2.0329, grad_norm: 3.4536 2021-01-27 08:24:40,980 - mmaction - INFO - Epoch [197][480/2147] lr: 2.590e-02, eta: 2 days, 11:53:10, time: 1.518, data_time: 0.011, memory: 16628, top1_acc: 0.5241, top5_acc: 0.7612, loss_cls: 2.0150, loss: 2.0150, grad_norm: 3.4180 2021-01-27 08:25:12,424 - mmaction - INFO - Epoch [197][500/2147] lr: 2.590e-02, eta: 2 days, 11:52:36, time: 1.572, data_time: 0.002, memory: 16628, top1_acc: 0.5254, top5_acc: 0.7455, loss_cls: 2.1079, loss: 2.1079, grad_norm: 3.4653 2021-01-27 08:25:41,180 - mmaction - INFO - Epoch [197][520/2147] lr: 2.590e-02, eta: 2 days, 11:52:01, time: 1.437, data_time: 0.004, memory: 16628, top1_acc: 0.4946, top5_acc: 0.7411, loss_cls: 2.1629, loss: 2.1629, grad_norm: 3.5720 2021-01-27 08:26:11,439 - mmaction - INFO - Epoch [197][540/2147] lr: 2.590e-02, eta: 2 days, 11:51:26, time: 1.509, data_time: 0.002, memory: 16628, top1_acc: 0.4862, top5_acc: 0.7348, loss_cls: 2.1876, loss: 2.1876, grad_norm: 3.4535 2021-01-27 08:26:48,128 - mmaction - INFO - Epoch [197][560/2147] lr: 2.590e-02, eta: 2 days, 11:50:54, time: 1.831, data_time: 0.006, memory: 16628, top1_acc: 0.5054, top5_acc: 0.7460, loss_cls: 2.1538, loss: 2.1538, grad_norm: 3.4876 2021-01-27 08:27:19,069 - mmaction - INFO - Epoch [197][580/2147] lr: 2.590e-02, eta: 2 days, 11:50:19, time: 1.554, data_time: 0.011, memory: 16628, top1_acc: 0.5067, top5_acc: 0.7388, loss_cls: 2.1403, loss: 2.1403, grad_norm: 3.3694 2021-01-27 08:27:49,708 - mmaction - INFO - Epoch [197][600/2147] lr: 2.590e-02, eta: 2 days, 11:49:45, time: 1.533, data_time: 0.004, memory: 16628, top1_acc: 0.5103, top5_acc: 0.7531, loss_cls: 2.1000, loss: 2.1000, grad_norm: 3.3759 2021-01-27 08:28:26,437 - mmaction - INFO - Epoch [197][620/2147] lr: 2.590e-02, eta: 2 days, 11:49:12, time: 1.826, data_time: 0.004, memory: 16628, top1_acc: 0.4996, top5_acc: 0.7562, loss_cls: 2.1165, loss: 2.1165, grad_norm: 3.3934 2021-01-27 08:28:56,303 - mmaction - INFO - Epoch [197][640/2147] lr: 2.590e-02, eta: 2 days, 11:48:37, time: 1.487, data_time: 0.015, memory: 16628, top1_acc: 0.4987, top5_acc: 0.7268, loss_cls: 2.1324, loss: 2.1324, grad_norm: 3.4585 2021-01-27 08:29:29,772 - mmaction - INFO - Epoch [197][660/2147] lr: 2.590e-02, eta: 2 days, 11:48:04, time: 1.678, data_time: 0.025, memory: 16628, top1_acc: 0.5040, top5_acc: 0.7500, loss_cls: 2.1161, loss: 2.1161, grad_norm: 3.5464 2021-01-27 08:29:58,826 - mmaction - INFO - Epoch [197][680/2147] lr: 2.590e-02, eta: 2 days, 11:47:29, time: 1.463, data_time: 0.017, memory: 16628, top1_acc: 0.5312, top5_acc: 0.7634, loss_cls: 2.0120, loss: 2.0120, grad_norm: 3.4355 2021-01-27 08:30:29,118 - mmaction - INFO - Epoch [197][700/2147] lr: 2.590e-02, eta: 2 days, 11:46:54, time: 1.495, data_time: 0.011, memory: 16628, top1_acc: 0.5004, top5_acc: 0.7437, loss_cls: 2.1449, loss: 2.1449, grad_norm: 3.4908 2021-01-27 08:31:05,111 - mmaction - INFO - Epoch [197][720/2147] lr: 2.590e-02, eta: 2 days, 11:46:21, time: 1.820, data_time: 0.034, memory: 16628, top1_acc: 0.5125, top5_acc: 0.7545, loss_cls: 2.0778, loss: 2.0778, grad_norm: 3.4225 2021-01-27 08:31:38,561 - mmaction - INFO - Epoch [197][740/2147] lr: 2.590e-02, eta: 2 days, 11:45:48, time: 1.668, data_time: 0.004, memory: 16628, top1_acc: 0.5205, top5_acc: 0.7504, loss_cls: 2.0988, loss: 2.0988, grad_norm: 3.3979 2021-01-27 08:32:32,076 - mmaction - INFO - Epoch [197][760/2147] lr: 2.590e-02, eta: 2 days, 11:45:20, time: 2.666, data_time: 0.021, memory: 16628, top1_acc: 0.5156, top5_acc: 0.7446, loss_cls: 2.1179, loss: 2.1179, grad_norm: 3.4401 2021-01-27 08:33:01,364 - mmaction - INFO - Epoch [197][780/2147] lr: 2.590e-02, eta: 2 days, 11:44:45, time: 1.471, data_time: 0.024, memory: 16628, top1_acc: 0.5295, top5_acc: 0.7527, loss_cls: 2.0730, loss: 2.0730, grad_norm: 3.4799 2021-01-27 08:33:31,966 - mmaction - INFO - Epoch [197][800/2147] lr: 2.590e-02, eta: 2 days, 11:44:11, time: 1.537, data_time: 0.012, memory: 16628, top1_acc: 0.5170, top5_acc: 0.7210, loss_cls: 2.1567, loss: 2.1567, grad_norm: 3.4332 2021-01-27 08:34:03,071 - mmaction - INFO - Epoch [197][820/2147] lr: 2.590e-02, eta: 2 days, 11:43:36, time: 1.550, data_time: 0.004, memory: 16628, top1_acc: 0.5165, top5_acc: 0.7580, loss_cls: 2.0614, loss: 2.0614, grad_norm: 3.5588 2021-01-27 08:34:32,226 - mmaction - INFO - Epoch [197][840/2147] lr: 2.590e-02, eta: 2 days, 11:43:01, time: 1.464, data_time: 0.011, memory: 16628, top1_acc: 0.5308, top5_acc: 0.7460, loss_cls: 2.0747, loss: 2.0747, grad_norm: 3.3508 2021-01-27 08:35:14,529 - mmaction - INFO - Epoch [197][860/2147] lr: 2.590e-02, eta: 2 days, 11:42:30, time: 2.115, data_time: 0.011, memory: 16628, top1_acc: 0.5018, top5_acc: 0.7509, loss_cls: 2.1137, loss: 2.1137, grad_norm: 3.4471 2021-01-27 08:35:44,284 - mmaction - INFO - Epoch [197][880/2147] lr: 2.590e-02, eta: 2 days, 11:41:56, time: 1.486, data_time: 0.004, memory: 16628, top1_acc: 0.5259, top5_acc: 0.7464, loss_cls: 2.0841, loss: 2.0841, grad_norm: 3.3886 2021-01-27 08:36:12,825 - mmaction - INFO - Epoch [197][900/2147] lr: 2.590e-02, eta: 2 days, 11:41:21, time: 1.430, data_time: 0.006, memory: 16628, top1_acc: 0.5058, top5_acc: 0.7366, loss_cls: 2.1995, loss: 2.1995, grad_norm: 3.5230 2021-01-27 08:36:56,402 - mmaction - INFO - Epoch [197][920/2147] lr: 2.590e-02, eta: 2 days, 11:40:50, time: 2.172, data_time: 0.006, memory: 16628, top1_acc: 0.5067, top5_acc: 0.7344, loss_cls: 2.1629, loss: 2.1629, grad_norm: 3.4412 2021-01-27 08:37:25,223 - mmaction - INFO - Epoch [197][940/2147] lr: 2.590e-02, eta: 2 days, 11:40:15, time: 1.447, data_time: 0.013, memory: 16628, top1_acc: 0.5147, top5_acc: 0.7442, loss_cls: 2.0851, loss: 2.0851, grad_norm: 3.4826 2021-01-27 08:38:06,255 - mmaction - INFO - Epoch [197][960/2147] lr: 2.590e-02, eta: 2 days, 11:39:43, time: 2.026, data_time: 0.003, memory: 16628, top1_acc: 0.5250, top5_acc: 0.7598, loss_cls: 2.0356, loss: 2.0356, grad_norm: 3.4333 2021-01-27 08:38:39,692 - mmaction - INFO - Epoch [197][980/2147] lr: 2.590e-02, eta: 2 days, 11:39:10, time: 1.694, data_time: 0.031, memory: 16628, top1_acc: 0.5308, top5_acc: 0.7420, loss_cls: 2.0957, loss: 2.0957, grad_norm: 3.5534 2021-01-27 08:39:08,196 - mmaction - INFO - Epoch [197][1000/2147] lr: 2.590e-02, eta: 2 days, 11:38:35, time: 1.429, data_time: 0.009, memory: 16628, top1_acc: 0.5156, top5_acc: 0.7460, loss_cls: 2.0901, loss: 2.0901, grad_norm: 3.4982 2021-01-27 08:39:36,819 - mmaction - INFO - Epoch [197][1020/2147] lr: 2.590e-02, eta: 2 days, 11:38:00, time: 1.430, data_time: 0.006, memory: 16628, top1_acc: 0.5299, top5_acc: 0.7545, loss_cls: 2.0729, loss: 2.0729, grad_norm: 3.4054 2021-01-27 08:40:06,849 - mmaction - INFO - Epoch [197][1040/2147] lr: 2.590e-02, eta: 2 days, 11:37:25, time: 1.494, data_time: 0.006, memory: 16628, top1_acc: 0.5129, top5_acc: 0.7469, loss_cls: 2.0660, loss: 2.0660, grad_norm: 3.4905 2021-01-27 08:40:36,801 - mmaction - INFO - Epoch [197][1060/2147] lr: 2.590e-02, eta: 2 days, 11:36:50, time: 1.499, data_time: 0.010, memory: 16628, top1_acc: 0.5018, top5_acc: 0.7388, loss_cls: 2.1395, loss: 2.1395, grad_norm: 3.4197 2021-01-27 08:41:14,662 - mmaction - INFO - Epoch [197][1080/2147] lr: 2.590e-02, eta: 2 days, 11:36:18, time: 1.886, data_time: 0.009, memory: 16628, top1_acc: 0.5103, top5_acc: 0.7478, loss_cls: 2.1509, loss: 2.1509, grad_norm: 3.4612 2021-01-27 08:41:48,815 - mmaction - INFO - Epoch [197][1100/2147] lr: 2.590e-02, eta: 2 days, 11:35:45, time: 1.720, data_time: 0.020, memory: 16628, top1_acc: 0.5250, top5_acc: 0.7420, loss_cls: 2.0981, loss: 2.0981, grad_norm: 3.4688 2021-01-27 08:42:26,838 - mmaction - INFO - Epoch [197][1120/2147] lr: 2.590e-02, eta: 2 days, 11:35:12, time: 1.898, data_time: 0.015, memory: 16628, top1_acc: 0.5272, top5_acc: 0.7540, loss_cls: 2.0512, loss: 2.0512, grad_norm: 3.4276 2021-01-27 08:43:09,689 - mmaction - INFO - Epoch [197][1140/2147] lr: 2.590e-02, eta: 2 days, 11:34:42, time: 2.133, data_time: 0.019, memory: 16628, top1_acc: 0.5228, top5_acc: 0.7496, loss_cls: 2.0810, loss: 2.0810, grad_norm: 3.4121 2021-01-27 08:43:41,406 - mmaction - INFO - Epoch [197][1160/2147] lr: 2.590e-02, eta: 2 days, 11:34:07, time: 1.594, data_time: 0.032, memory: 16628, top1_acc: 0.5129, top5_acc: 0.7446, loss_cls: 2.1157, loss: 2.1157, grad_norm: 3.4884 2021-01-27 08:44:10,045 - mmaction - INFO - Epoch [197][1180/2147] lr: 2.590e-02, eta: 2 days, 11:33:32, time: 1.438, data_time: 0.012, memory: 16628, top1_acc: 0.4969, top5_acc: 0.7286, loss_cls: 2.1862, loss: 2.1862, grad_norm: 3.5158 2021-01-27 08:44:41,911 - mmaction - INFO - Epoch [197][1200/2147] lr: 2.590e-02, eta: 2 days, 11:32:58, time: 1.593, data_time: 0.004, memory: 16628, top1_acc: 0.5219, top5_acc: 0.7504, loss_cls: 2.0563, loss: 2.0563, grad_norm: 3.4060 2021-01-27 08:45:11,062 - mmaction - INFO - Epoch [197][1220/2147] lr: 2.590e-02, eta: 2 days, 11:32:23, time: 1.457, data_time: 0.003, memory: 16628, top1_acc: 0.5147, top5_acc: 0.7482, loss_cls: 2.1234, loss: 2.1234, grad_norm: 3.4494 2021-01-27 08:45:45,650 - mmaction - INFO - Epoch [197][1240/2147] lr: 2.590e-02, eta: 2 days, 11:31:50, time: 1.727, data_time: 0.004, memory: 16628, top1_acc: 0.5210, top5_acc: 0.7496, loss_cls: 2.0803, loss: 2.0803, grad_norm: 3.4144 2021-01-27 08:46:20,859 - mmaction - INFO - Epoch [197][1260/2147] lr: 2.590e-02, eta: 2 days, 11:31:17, time: 1.756, data_time: 0.010, memory: 16628, top1_acc: 0.5250, top5_acc: 0.7522, loss_cls: 2.0888, loss: 2.0888, grad_norm: 3.4855 2021-01-27 08:46:58,654 - mmaction - INFO - Epoch [197][1280/2147] lr: 2.590e-02, eta: 2 days, 11:30:45, time: 1.897, data_time: 0.013, memory: 16628, top1_acc: 0.5143, top5_acc: 0.7504, loss_cls: 2.0863, loss: 2.0863, grad_norm: 3.4307 2021-01-27 08:47:30,703 - mmaction - INFO - Epoch [197][1300/2147] lr: 2.590e-02, eta: 2 days, 11:30:10, time: 1.601, data_time: 0.003, memory: 16628, top1_acc: 0.5121, top5_acc: 0.7451, loss_cls: 2.1423, loss: 2.1423, grad_norm: 3.5160 2021-01-27 08:48:02,261 - mmaction - INFO - Epoch [197][1320/2147] lr: 2.590e-02, eta: 2 days, 11:29:36, time: 1.580, data_time: 0.004, memory: 16628, top1_acc: 0.5013, top5_acc: 0.7371, loss_cls: 2.1234, loss: 2.1234, grad_norm: 3.4408 2021-01-27 08:48:30,871 - mmaction - INFO - Epoch [197][1340/2147] lr: 2.590e-02, eta: 2 days, 11:29:01, time: 1.429, data_time: 0.004, memory: 16628, top1_acc: 0.5188, top5_acc: 0.7464, loss_cls: 2.1061, loss: 2.1061, grad_norm: 3.4867 2021-01-27 08:49:02,911 - mmaction - INFO - Epoch [197][1360/2147] lr: 2.590e-02, eta: 2 days, 11:28:27, time: 1.601, data_time: 0.008, memory: 16628, top1_acc: 0.5174, top5_acc: 0.7304, loss_cls: 2.1645, loss: 2.1645, grad_norm: 3.4816 2021-01-27 08:49:32,012 - mmaction - INFO - Epoch [197][1380/2147] lr: 2.590e-02, eta: 2 days, 11:27:52, time: 1.458, data_time: 0.014, memory: 16628, top1_acc: 0.5040, top5_acc: 0.7388, loss_cls: 2.1325, loss: 2.1325, grad_norm: 3.4822 2021-01-27 08:50:00,217 - mmaction - INFO - Epoch [197][1400/2147] lr: 2.590e-02, eta: 2 days, 11:27:17, time: 1.411, data_time: 0.003, memory: 16628, top1_acc: 0.5214, top5_acc: 0.7531, loss_cls: 2.0874, loss: 2.0874, grad_norm: 3.4059 2021-01-27 08:50:33,062 - mmaction - INFO - Epoch [197][1420/2147] lr: 2.590e-02, eta: 2 days, 11:26:43, time: 1.628, data_time: 0.002, memory: 16628, top1_acc: 0.5112, top5_acc: 0.7433, loss_cls: 2.1037, loss: 2.1037, grad_norm: 3.3948 2021-01-27 08:51:08,661 - mmaction - INFO - Epoch [197][1440/2147] lr: 2.590e-02, eta: 2 days, 11:26:10, time: 1.783, data_time: 0.024, memory: 16628, top1_acc: 0.5165, top5_acc: 0.7656, loss_cls: 2.0352, loss: 2.0352, grad_norm: 3.4181 2021-01-27 08:51:45,789 - mmaction - INFO - Epoch [197][1460/2147] lr: 2.590e-02, eta: 2 days, 11:25:37, time: 1.825, data_time: 0.019, memory: 16628, top1_acc: 0.5196, top5_acc: 0.7460, loss_cls: 2.0870, loss: 2.0870, grad_norm: 3.4246 2021-01-27 08:52:23,316 - mmaction - INFO - Epoch [197][1480/2147] lr: 2.590e-02, eta: 2 days, 11:25:05, time: 1.907, data_time: 0.047, memory: 16628, top1_acc: 0.5004, top5_acc: 0.7429, loss_cls: 2.1490, loss: 2.1490, grad_norm: 3.5446 2021-01-27 08:52:59,219 - mmaction - INFO - Epoch [197][1500/2147] lr: 2.590e-02, eta: 2 days, 11:24:32, time: 1.710, data_time: 0.015, memory: 16628, top1_acc: 0.4978, top5_acc: 0.7299, loss_cls: 2.2076, loss: 2.2076, grad_norm: 3.5194 2021-01-27 08:53:28,978 - mmaction - INFO - Epoch [197][1520/2147] lr: 2.590e-02, eta: 2 days, 11:23:58, time: 1.584, data_time: 0.105, memory: 16628, top1_acc: 0.5187, top5_acc: 0.7415, loss_cls: 2.1351, loss: 2.1351, grad_norm: 3.5129 2021-01-27 08:54:00,638 - mmaction - INFO - Epoch [197][1540/2147] lr: 2.590e-02, eta: 2 days, 11:23:23, time: 1.568, data_time: 0.003, memory: 16628, top1_acc: 0.5254, top5_acc: 0.7379, loss_cls: 2.1314, loss: 2.1314, grad_norm: 3.4495 2021-01-27 08:54:33,337 - mmaction - INFO - Epoch [197][1560/2147] lr: 2.590e-02, eta: 2 days, 11:22:49, time: 1.646, data_time: 0.016, memory: 16628, top1_acc: 0.5054, top5_acc: 0.7429, loss_cls: 2.1168, loss: 2.1168, grad_norm: 3.5051 2021-01-27 08:55:07,672 - mmaction - INFO - Epoch [197][1580/2147] lr: 2.590e-02, eta: 2 days, 11:22:16, time: 1.717, data_time: 0.009, memory: 16628, top1_acc: 0.5156, top5_acc: 0.7455, loss_cls: 2.0826, loss: 2.0826, grad_norm: 3.4040 2021-01-27 08:55:38,760 - mmaction - INFO - Epoch [197][1600/2147] lr: 2.590e-02, eta: 2 days, 11:21:42, time: 1.558, data_time: 0.006, memory: 16628, top1_acc: 0.5089, top5_acc: 0.7272, loss_cls: 2.2090, loss: 2.2090, grad_norm: 3.4420 2021-01-27 08:56:10,740 - mmaction - INFO - Epoch [197][1620/2147] lr: 2.590e-02, eta: 2 days, 11:21:08, time: 1.598, data_time: 0.005, memory: 16628, top1_acc: 0.5156, top5_acc: 0.7464, loss_cls: 2.0860, loss: 2.0860, grad_norm: 3.4789 2021-01-27 08:56:56,544 - mmaction - INFO - Epoch [197][1640/2147] lr: 2.590e-02, eta: 2 days, 11:20:38, time: 2.273, data_time: 0.071, memory: 16628, top1_acc: 0.5107, top5_acc: 0.7397, loss_cls: 2.1255, loss: 2.1255, grad_norm: 3.3345 2021-01-27 08:57:29,415 - mmaction - INFO - Epoch [197][1660/2147] lr: 2.590e-02, eta: 2 days, 11:20:04, time: 1.660, data_time: 0.045, memory: 16628, top1_acc: 0.5161, top5_acc: 0.7437, loss_cls: 2.1412, loss: 2.1412, grad_norm: 3.4333 2021-01-27 08:57:58,893 - mmaction - INFO - Epoch [197][1680/2147] lr: 2.590e-02, eta: 2 days, 11:19:29, time: 1.472, data_time: 0.009, memory: 16628, top1_acc: 0.5156, top5_acc: 0.7438, loss_cls: 2.1155, loss: 2.1155, grad_norm: 3.4011 2021-01-27 08:58:27,363 - mmaction - INFO - Epoch [197][1700/2147] lr: 2.590e-02, eta: 2 days, 11:18:54, time: 1.427, data_time: 0.006, memory: 16628, top1_acc: 0.4906, top5_acc: 0.7317, loss_cls: 2.1881, loss: 2.1881, grad_norm: 3.5519 2021-01-27 08:58:59,440 - mmaction - INFO - Epoch [197][1720/2147] lr: 2.590e-02, eta: 2 days, 11:18:20, time: 1.603, data_time: 0.002, memory: 16628, top1_acc: 0.5018, top5_acc: 0.7522, loss_cls: 2.0780, loss: 2.0780, grad_norm: 3.3910 2021-01-27 08:59:32,153 - mmaction - INFO - Epoch [197][1740/2147] lr: 2.590e-02, eta: 2 days, 11:17:46, time: 1.631, data_time: 0.007, memory: 16628, top1_acc: 0.5170, top5_acc: 0.7335, loss_cls: 2.1336, loss: 2.1336, grad_norm: 3.4115 2021-01-27 09:00:01,374 - mmaction - INFO - Epoch [197][1760/2147] lr: 2.590e-02, eta: 2 days, 11:17:11, time: 1.459, data_time: 0.008, memory: 16628, top1_acc: 0.5067, top5_acc: 0.7295, loss_cls: 2.1629, loss: 2.1629, grad_norm: 3.4363 2021-01-27 09:00:33,396 - mmaction - INFO - Epoch [197][1780/2147] lr: 2.590e-02, eta: 2 days, 11:16:37, time: 1.601, data_time: 0.010, memory: 16628, top1_acc: 0.5179, top5_acc: 0.7656, loss_cls: 2.0628, loss: 2.0628, grad_norm: 3.4812 2021-01-27 09:01:08,894 - mmaction - INFO - Epoch [197][1800/2147] lr: 2.590e-02, eta: 2 days, 11:16:04, time: 1.773, data_time: 0.011, memory: 16628, top1_acc: 0.5018, top5_acc: 0.7308, loss_cls: 2.1236, loss: 2.1236, grad_norm: 3.4115 2021-01-27 09:01:49,225 - mmaction - INFO - Epoch [197][1820/2147] lr: 2.590e-02, eta: 2 days, 11:15:31, time: 1.822, data_time: 0.026, memory: 16628, top1_acc: 0.5219, top5_acc: 0.7522, loss_cls: 2.0729, loss: 2.0729, grad_norm: 3.4457 2021-01-27 09:02:19,133 - mmaction - INFO - Epoch [197][1840/2147] lr: 2.590e-02, eta: 2 days, 11:14:58, time: 1.697, data_time: 0.214, memory: 16628, top1_acc: 0.5009, top5_acc: 0.7527, loss_cls: 2.1223, loss: 2.1223, grad_norm: 3.4490 2021-01-27 09:02:54,277 - mmaction - INFO - Epoch [197][1860/2147] lr: 2.590e-02, eta: 2 days, 11:14:25, time: 1.756, data_time: 0.005, memory: 16628, top1_acc: 0.5183, top5_acc: 0.7487, loss_cls: 2.1037, loss: 2.1037, grad_norm: 3.3325 2021-01-27 09:03:22,737 - mmaction - INFO - Epoch [197][1880/2147] lr: 2.590e-02, eta: 2 days, 11:13:49, time: 1.425, data_time: 0.009, memory: 16628, top1_acc: 0.5054, top5_acc: 0.7393, loss_cls: 2.1549, loss: 2.1549, grad_norm: 3.5662 2021-01-27 09:03:54,851 - mmaction - INFO - Epoch [197][1900/2147] lr: 2.590e-02, eta: 2 days, 11:13:15, time: 1.605, data_time: 0.010, memory: 16628, top1_acc: 0.5165, top5_acc: 0.7344, loss_cls: 2.1449, loss: 2.1449, grad_norm: 3.5872 2021-01-27 09:04:27,234 - mmaction - INFO - Epoch [197][1920/2147] lr: 2.590e-02, eta: 2 days, 11:12:41, time: 1.614, data_time: 0.008, memory: 16628, top1_acc: 0.5179, top5_acc: 0.7446, loss_cls: 2.1356, loss: 2.1356, grad_norm: 3.5451 2021-01-27 09:05:00,686 - mmaction - INFO - Epoch [197][1940/2147] lr: 2.590e-02, eta: 2 days, 11:12:08, time: 1.678, data_time: 0.010, memory: 16628, top1_acc: 0.4991, top5_acc: 0.7415, loss_cls: 2.1398, loss: 2.1398, grad_norm: 3.5637 2021-01-27 09:05:33,698 - mmaction - INFO - Epoch [197][1960/2147] lr: 2.590e-02, eta: 2 days, 11:11:34, time: 1.637, data_time: 0.004, memory: 16628, top1_acc: 0.5147, top5_acc: 0.7397, loss_cls: 2.0997, loss: 2.0997, grad_norm: 3.5246 2021-01-27 09:06:06,439 - mmaction - INFO - Epoch [197][1980/2147] lr: 2.590e-02, eta: 2 days, 11:11:00, time: 1.652, data_time: 0.025, memory: 16628, top1_acc: 0.5214, top5_acc: 0.7504, loss_cls: 2.0945, loss: 2.0945, grad_norm: 3.5040 2021-01-27 09:06:39,477 - mmaction - INFO - Epoch [197][2000/2147] lr: 2.590e-02, eta: 2 days, 11:10:26, time: 1.653, data_time: 0.003, memory: 16628, top1_acc: 0.5085, top5_acc: 0.7344, loss_cls: 2.1687, loss: 2.1687, grad_norm: 3.4787 2021-01-27 09:07:14,109 - mmaction - INFO - Epoch [197][2020/2147] lr: 2.590e-02, eta: 2 days, 11:09:53, time: 1.732, data_time: 0.002, memory: 16628, top1_acc: 0.4951, top5_acc: 0.7397, loss_cls: 2.1627, loss: 2.1627, grad_norm: 3.4851 2021-01-27 09:07:45,735 - mmaction - INFO - Epoch [197][2040/2147] lr: 2.590e-02, eta: 2 days, 11:09:19, time: 1.579, data_time: 0.007, memory: 16628, top1_acc: 0.5067, top5_acc: 0.7482, loss_cls: 2.1506, loss: 2.1506, grad_norm: 3.4885 2021-01-27 09:08:22,800 - mmaction - INFO - Epoch [197][2060/2147] lr: 2.590e-02, eta: 2 days, 11:08:46, time: 1.848, data_time: 0.006, memory: 16628, top1_acc: 0.5031, top5_acc: 0.7375, loss_cls: 2.1229, loss: 2.1229, grad_norm: 3.4534 2021-01-27 09:08:58,160 - mmaction - INFO - Epoch [197][2080/2147] lr: 2.590e-02, eta: 2 days, 11:08:13, time: 1.765, data_time: 0.010, memory: 16628, top1_acc: 0.5129, top5_acc: 0.7411, loss_cls: 2.1115, loss: 2.1115, grad_norm: 3.4440 2021-01-27 09:09:27,681 - mmaction - INFO - Epoch [197][2100/2147] lr: 2.590e-02, eta: 2 days, 11:07:39, time: 1.481, data_time: 0.014, memory: 16628, top1_acc: 0.5143, top5_acc: 0.7464, loss_cls: 2.1006, loss: 2.1006, grad_norm: 3.4448 2021-01-27 09:09:56,125 - mmaction - INFO - Epoch [197][2120/2147] lr: 2.590e-02, eta: 2 days, 11:07:03, time: 1.423, data_time: 0.009, memory: 16628, top1_acc: 0.4924, top5_acc: 0.7411, loss_cls: 2.1778, loss: 2.1778, grad_norm: 3.4255 2021-01-27 09:10:32,546 - mmaction - INFO - Epoch [197][2140/2147] lr: 2.590e-02, eta: 2 days, 11:06:31, time: 1.819, data_time: 0.010, memory: 16628, top1_acc: 0.5045, top5_acc: 0.7545, loss_cls: 2.1343, loss: 2.1343, grad_norm: 3.4728 2021-01-27 09:17:43,556 - mmaction - INFO - Epoch [198][20/2147] lr: 2.509e-02, eta: 2 days, 11:07:32, time: 20.057, data_time: 18.318, memory: 16628, top1_acc: 0.4911, top5_acc: 0.7335, loss_cls: 2.1651, loss: 2.1651, grad_norm: 3.5312 2021-01-27 09:18:14,830 - mmaction - INFO - Epoch [198][40/2147] lr: 2.509e-02, eta: 2 days, 11:06:58, time: 1.566, data_time: 0.008, memory: 16628, top1_acc: 0.5138, top5_acc: 0.7469, loss_cls: 2.0855, loss: 2.0855, grad_norm: 3.4116 2021-01-27 09:18:48,825 - mmaction - INFO - Epoch [198][60/2147] lr: 2.509e-02, eta: 2 days, 11:06:24, time: 1.697, data_time: 0.004, memory: 16628, top1_acc: 0.5134, top5_acc: 0.7406, loss_cls: 2.1088, loss: 2.1088, grad_norm: 3.4582 2021-01-27 09:19:22,550 - mmaction - INFO - Epoch [198][80/2147] lr: 2.509e-02, eta: 2 days, 11:05:50, time: 1.678, data_time: 0.010, memory: 16628, top1_acc: 0.5147, top5_acc: 0.7594, loss_cls: 2.0879, loss: 2.0879, grad_norm: 3.5231 2021-01-27 09:19:57,300 - mmaction - INFO - Epoch [198][100/2147] lr: 2.509e-02, eta: 2 days, 11:05:17, time: 1.747, data_time: 0.017, memory: 16628, top1_acc: 0.5152, top5_acc: 0.7500, loss_cls: 2.0657, loss: 2.0657, grad_norm: 3.5029 2021-01-27 09:20:26,435 - mmaction - INFO - Epoch [198][120/2147] lr: 2.509e-02, eta: 2 days, 11:04:42, time: 1.458, data_time: 0.007, memory: 16628, top1_acc: 0.5129, top5_acc: 0.7429, loss_cls: 2.0899, loss: 2.0899, grad_norm: 3.4389 2021-01-27 09:20:57,144 - mmaction - INFO - Epoch [198][140/2147] lr: 2.509e-02, eta: 2 days, 11:04:08, time: 1.536, data_time: 0.005, memory: 16628, top1_acc: 0.5161, top5_acc: 0.7420, loss_cls: 2.1226, loss: 2.1226, grad_norm: 3.4203 2021-01-27 09:21:27,163 - mmaction - INFO - Epoch [198][160/2147] lr: 2.509e-02, eta: 2 days, 11:03:33, time: 1.501, data_time: 0.009, memory: 16628, top1_acc: 0.5469, top5_acc: 0.7763, loss_cls: 1.9721, loss: 1.9721, grad_norm: 3.4092 2021-01-27 09:22:03,949 - mmaction - INFO - Epoch [198][180/2147] lr: 2.509e-02, eta: 2 days, 11:03:00, time: 1.839, data_time: 0.087, memory: 16628, top1_acc: 0.5112, top5_acc: 0.7562, loss_cls: 2.0544, loss: 2.0544, grad_norm: 3.4840 2021-01-27 09:22:34,138 - mmaction - INFO - Epoch [198][200/2147] lr: 2.509e-02, eta: 2 days, 11:02:26, time: 1.509, data_time: 0.004, memory: 16628, top1_acc: 0.5138, top5_acc: 0.7634, loss_cls: 2.0399, loss: 2.0399, grad_norm: 3.5280 2021-01-27 09:23:18,333 - mmaction - INFO - Epoch [198][220/2147] lr: 2.509e-02, eta: 2 days, 11:01:55, time: 2.203, data_time: 0.006, memory: 16628, top1_acc: 0.5076, top5_acc: 0.7513, loss_cls: 2.0937, loss: 2.0937, grad_norm: 3.5173 2021-01-27 09:23:48,362 - mmaction - INFO - Epoch [198][240/2147] lr: 2.509e-02, eta: 2 days, 11:01:21, time: 1.510, data_time: 0.024, memory: 16628, top1_acc: 0.5308, top5_acc: 0.7554, loss_cls: 2.0723, loss: 2.0723, grad_norm: 3.4913 2021-01-27 09:24:18,343 - mmaction - INFO - Epoch [198][260/2147] lr: 2.509e-02, eta: 2 days, 11:00:46, time: 1.498, data_time: 0.003, memory: 16628, top1_acc: 0.5326, top5_acc: 0.7576, loss_cls: 2.0314, loss: 2.0314, grad_norm: 3.4514 2021-01-27 09:24:49,203 - mmaction - INFO - Epoch [198][280/2147] lr: 2.509e-02, eta: 2 days, 11:00:11, time: 1.542, data_time: 0.007, memory: 16628, top1_acc: 0.5205, top5_acc: 0.7500, loss_cls: 2.0633, loss: 2.0633, grad_norm: 3.4523 2021-01-27 09:25:23,558 - mmaction - INFO - Epoch [198][300/2147] lr: 2.509e-02, eta: 2 days, 10:59:38, time: 1.718, data_time: 0.008, memory: 16628, top1_acc: 0.5098, top5_acc: 0.7437, loss_cls: 2.0919, loss: 2.0919, grad_norm: 3.5286 2021-01-27 09:25:54,577 - mmaction - INFO - Epoch [198][320/2147] lr: 2.509e-02, eta: 2 days, 10:59:04, time: 1.553, data_time: 0.006, memory: 16628, top1_acc: 0.5188, top5_acc: 0.7446, loss_cls: 2.1178, loss: 2.1178, grad_norm: 3.4237 2021-01-27 09:26:23,062 - mmaction - INFO - Epoch [198][340/2147] lr: 2.509e-02, eta: 2 days, 10:58:29, time: 1.422, data_time: 0.002, memory: 16628, top1_acc: 0.5107, top5_acc: 0.7469, loss_cls: 2.1222, loss: 2.1222, grad_norm: 3.4578 2021-01-27 09:26:58,426 - mmaction - INFO - Epoch [198][360/2147] lr: 2.509e-02, eta: 2 days, 10:57:55, time: 1.770, data_time: 0.016, memory: 16628, top1_acc: 0.5379, top5_acc: 0.7589, loss_cls: 2.0452, loss: 2.0452, grad_norm: 3.4889 2021-01-27 09:27:29,222 - mmaction - INFO - Epoch [198][380/2147] lr: 2.509e-02, eta: 2 days, 10:57:21, time: 1.539, data_time: 0.003, memory: 16628, top1_acc: 0.5353, top5_acc: 0.7411, loss_cls: 2.1017, loss: 2.1017, grad_norm: 3.4348 2021-01-27 09:28:02,183 - mmaction - INFO - Epoch [198][400/2147] lr: 2.509e-02, eta: 2 days, 10:56:47, time: 1.648, data_time: 0.006, memory: 16628, top1_acc: 0.5254, top5_acc: 0.7531, loss_cls: 2.0758, loss: 2.0758, grad_norm: 3.5349 2021-01-27 09:28:31,898 - mmaction - INFO - Epoch [198][420/2147] lr: 2.509e-02, eta: 2 days, 10:56:12, time: 1.484, data_time: 0.004, memory: 16628, top1_acc: 0.5219, top5_acc: 0.7438, loss_cls: 2.0907, loss: 2.0907, grad_norm: 3.4867 2021-01-27 09:29:00,950 - mmaction - INFO - Epoch [198][440/2147] lr: 2.509e-02, eta: 2 days, 10:55:37, time: 1.457, data_time: 0.007, memory: 16628, top1_acc: 0.5067, top5_acc: 0.7420, loss_cls: 2.1575, loss: 2.1575, grad_norm: 3.4594 2021-01-27 09:29:31,560 - mmaction - INFO - Epoch [198][460/2147] lr: 2.509e-02, eta: 2 days, 10:55:03, time: 1.530, data_time: 0.002, memory: 16628, top1_acc: 0.5299, top5_acc: 0.7491, loss_cls: 2.0668, loss: 2.0668, grad_norm: 3.4474 2021-01-27 09:30:01,897 - mmaction - INFO - Epoch [198][480/2147] lr: 2.509e-02, eta: 2 days, 10:54:28, time: 1.509, data_time: 0.005, memory: 16628, top1_acc: 0.5054, top5_acc: 0.7518, loss_cls: 2.0927, loss: 2.0927, grad_norm: 3.4980 2021-01-27 09:30:31,119 - mmaction - INFO - Epoch [198][500/2147] lr: 2.509e-02, eta: 2 days, 10:53:53, time: 1.469, data_time: 0.013, memory: 16628, top1_acc: 0.5219, top5_acc: 0.7473, loss_cls: 2.0918, loss: 2.0918, grad_norm: 3.4341 2021-01-27 09:31:02,522 - mmaction - INFO - Epoch [198][520/2147] lr: 2.509e-02, eta: 2 days, 10:53:19, time: 1.563, data_time: 0.001, memory: 16628, top1_acc: 0.5201, top5_acc: 0.7540, loss_cls: 2.0705, loss: 2.0705, grad_norm: 3.5009 2021-01-27 09:31:43,742 - mmaction - INFO - Epoch [198][540/2147] lr: 2.509e-02, eta: 2 days, 10:52:48, time: 2.010, data_time: 0.013, memory: 16628, top1_acc: 0.5138, top5_acc: 0.7371, loss_cls: 2.1565, loss: 2.1565, grad_norm: 3.4816 2021-01-27 09:32:15,168 - mmaction - INFO - Epoch [198][560/2147] lr: 2.509e-02, eta: 2 days, 10:52:14, time: 1.623, data_time: 0.063, memory: 16628, top1_acc: 0.5125, top5_acc: 0.7406, loss_cls: 2.1304, loss: 2.1304, grad_norm: 3.3901 2021-01-27 09:32:49,666 - mmaction - INFO - Epoch [198][580/2147] lr: 2.509e-02, eta: 2 days, 10:51:40, time: 1.729, data_time: 0.011, memory: 16628, top1_acc: 0.5263, top5_acc: 0.7478, loss_cls: 2.0678, loss: 2.0678, grad_norm: 3.4293 2021-01-27 09:33:22,168 - mmaction - INFO - Epoch [198][600/2147] lr: 2.509e-02, eta: 2 days, 10:51:06, time: 1.627, data_time: 0.004, memory: 16628, top1_acc: 0.5263, top5_acc: 0.7496, loss_cls: 2.1125, loss: 2.1125, grad_norm: 3.4844 2021-01-27 09:33:50,489 - mmaction - INFO - Epoch [198][620/2147] lr: 2.509e-02, eta: 2 days, 10:50:31, time: 1.416, data_time: 0.002, memory: 16628, top1_acc: 0.5451, top5_acc: 0.7647, loss_cls: 1.9956, loss: 1.9956, grad_norm: 3.3934 2021-01-27 09:34:18,978 - mmaction - INFO - Epoch [198][640/2147] lr: 2.509e-02, eta: 2 days, 10:49:56, time: 1.425, data_time: 0.005, memory: 16628, top1_acc: 0.5272, top5_acc: 0.7518, loss_cls: 2.0419, loss: 2.0419, grad_norm: 3.5233 2021-01-27 09:34:49,564 - mmaction - INFO - Epoch [198][660/2147] lr: 2.509e-02, eta: 2 days, 10:49:21, time: 1.509, data_time: 0.002, memory: 16628, top1_acc: 0.5165, top5_acc: 0.7549, loss_cls: 2.0675, loss: 2.0675, grad_norm: 3.4768 2021-01-27 09:35:20,342 - mmaction - INFO - Epoch [198][680/2147] lr: 2.509e-02, eta: 2 days, 10:48:47, time: 1.557, data_time: 0.039, memory: 16628, top1_acc: 0.5254, top5_acc: 0.7594, loss_cls: 2.0477, loss: 2.0477, grad_norm: 3.4977 2021-01-27 09:35:50,848 - mmaction - INFO - Epoch [198][700/2147] lr: 2.509e-02, eta: 2 days, 10:48:13, time: 1.527, data_time: 0.004, memory: 16628, top1_acc: 0.5196, top5_acc: 0.7607, loss_cls: 2.0437, loss: 2.0437, grad_norm: 3.4053 2021-01-27 09:36:21,294 - mmaction - INFO - Epoch [198][720/2147] lr: 2.509e-02, eta: 2 days, 10:47:38, time: 1.521, data_time: 0.006, memory: 16628, top1_acc: 0.5071, top5_acc: 0.7433, loss_cls: 2.1164, loss: 2.1164, grad_norm: 3.4431 2021-01-27 09:36:59,273 - mmaction - INFO - Epoch [198][740/2147] lr: 2.509e-02, eta: 2 days, 10:47:06, time: 1.892, data_time: 0.007, memory: 16628, top1_acc: 0.5183, top5_acc: 0.7527, loss_cls: 2.0986, loss: 2.0986, grad_norm: 3.4778 2021-01-27 09:37:28,174 - mmaction - INFO - Epoch [198][760/2147] lr: 2.509e-02, eta: 2 days, 10:46:31, time: 1.454, data_time: 0.017, memory: 16628, top1_acc: 0.5085, top5_acc: 0.7429, loss_cls: 2.1107, loss: 2.1107, grad_norm: 3.5159 2021-01-27 09:38:01,897 - mmaction - INFO - Epoch [198][780/2147] lr: 2.509e-02, eta: 2 days, 10:45:57, time: 1.684, data_time: 0.002, memory: 16628, top1_acc: 0.5446, top5_acc: 0.7500, loss_cls: 2.0287, loss: 2.0287, grad_norm: 3.4306 2021-01-27 09:38:35,390 - mmaction - INFO - Epoch [198][800/2147] lr: 2.509e-02, eta: 2 days, 10:45:23, time: 1.673, data_time: 0.007, memory: 16628, top1_acc: 0.5174, top5_acc: 0.7442, loss_cls: 2.1103, loss: 2.1103, grad_norm: 3.5129 2021-01-27 09:39:07,299 - mmaction - INFO - Epoch [198][820/2147] lr: 2.509e-02, eta: 2 days, 10:44:49, time: 1.588, data_time: 0.007, memory: 16628, top1_acc: 0.5143, top5_acc: 0.7473, loss_cls: 2.0823, loss: 2.0823, grad_norm: 3.4695 2021-01-27 09:39:41,362 - mmaction - INFO - Epoch [198][840/2147] lr: 2.509e-02, eta: 2 days, 10:44:16, time: 1.709, data_time: 0.019, memory: 16628, top1_acc: 0.5174, top5_acc: 0.7562, loss_cls: 2.1054, loss: 2.1054, grad_norm: 3.4819 2021-01-27 09:40:09,806 - mmaction - INFO - Epoch [198][860/2147] lr: 2.509e-02, eta: 2 days, 10:43:41, time: 1.428, data_time: 0.012, memory: 16628, top1_acc: 0.5188, top5_acc: 0.7554, loss_cls: 2.0904, loss: 2.0904, grad_norm: 3.4545 2021-01-27 09:40:42,529 - mmaction - INFO - Epoch [198][880/2147] lr: 2.509e-02, eta: 2 days, 10:43:07, time: 1.617, data_time: 0.006, memory: 16628, top1_acc: 0.5246, top5_acc: 0.7558, loss_cls: 2.0580, loss: 2.0580, grad_norm: 3.4744 2021-01-27 09:41:14,826 - mmaction - INFO - Epoch [198][900/2147] lr: 2.509e-02, eta: 2 days, 10:42:33, time: 1.632, data_time: 0.021, memory: 16628, top1_acc: 0.5272, top5_acc: 0.7504, loss_cls: 2.0535, loss: 2.0535, grad_norm: 3.4407 2021-01-27 09:41:45,433 - mmaction - INFO - Epoch [198][920/2147] lr: 2.509e-02, eta: 2 days, 10:41:58, time: 1.465, data_time: 0.004, memory: 16628, top1_acc: 0.5250, top5_acc: 0.7585, loss_cls: 2.0577, loss: 2.0577, grad_norm: 3.5072 2021-01-27 09:42:15,064 - mmaction - INFO - Epoch [198][940/2147] lr: 2.509e-02, eta: 2 days, 10:41:24, time: 1.547, data_time: 0.070, memory: 16628, top1_acc: 0.4987, top5_acc: 0.7420, loss_cls: 2.1609, loss: 2.1609, grad_norm: 3.5350 2021-01-27 09:42:46,370 - mmaction - INFO - Epoch [198][960/2147] lr: 2.509e-02, eta: 2 days, 10:40:49, time: 1.562, data_time: 0.007, memory: 16628, top1_acc: 0.5205, top5_acc: 0.7621, loss_cls: 2.0280, loss: 2.0280, grad_norm: 3.4846 2021-01-27 09:43:15,382 - mmaction - INFO - Epoch [198][980/2147] lr: 2.509e-02, eta: 2 days, 10:40:14, time: 1.455, data_time: 0.009, memory: 16628, top1_acc: 0.5063, top5_acc: 0.7442, loss_cls: 2.1359, loss: 2.1359, grad_norm: 3.5312 2021-01-27 09:43:49,100 - mmaction - INFO - Epoch [198][1000/2147] lr: 2.509e-02, eta: 2 days, 10:39:41, time: 1.681, data_time: 0.009, memory: 16628, top1_acc: 0.5085, top5_acc: 0.7451, loss_cls: 2.1055, loss: 2.1055, grad_norm: 3.5377 2021-01-27 09:44:17,824 - mmaction - INFO - Epoch [198][1020/2147] lr: 2.509e-02, eta: 2 days, 10:39:06, time: 1.442, data_time: 0.008, memory: 16628, top1_acc: 0.5089, top5_acc: 0.7473, loss_cls: 2.0846, loss: 2.0846, grad_norm: 3.5722 2021-01-27 09:44:52,255 - mmaction - INFO - Epoch [198][1040/2147] lr: 2.509e-02, eta: 2 days, 10:38:32, time: 1.721, data_time: 0.008, memory: 16628, top1_acc: 0.5013, top5_acc: 0.7344, loss_cls: 2.1593, loss: 2.1593, grad_norm: 3.5368 2021-01-27 09:45:21,034 - mmaction - INFO - Epoch [198][1060/2147] lr: 2.509e-02, eta: 2 days, 10:37:57, time: 1.440, data_time: 0.006, memory: 16628, top1_acc: 0.5210, top5_acc: 0.7540, loss_cls: 2.0794, loss: 2.0794, grad_norm: 3.5533 2021-01-27 09:45:53,149 - mmaction - INFO - Epoch [198][1080/2147] lr: 2.509e-02, eta: 2 days, 10:37:23, time: 1.591, data_time: 0.004, memory: 16628, top1_acc: 0.5246, top5_acc: 0.7406, loss_cls: 2.1296, loss: 2.1296, grad_norm: 3.3871 2021-01-27 09:46:25,225 - mmaction - INFO - Epoch [198][1100/2147] lr: 2.509e-02, eta: 2 days, 10:36:49, time: 1.608, data_time: 0.022, memory: 16628, top1_acc: 0.5223, top5_acc: 0.7549, loss_cls: 2.0791, loss: 2.0791, grad_norm: 3.3657 2021-01-27 09:46:55,326 - mmaction - INFO - Epoch [198][1120/2147] lr: 2.509e-02, eta: 2 days, 10:36:14, time: 1.510, data_time: 0.024, memory: 16628, top1_acc: 0.5085, top5_acc: 0.7509, loss_cls: 2.1074, loss: 2.1074, grad_norm: 3.5173 2021-01-27 09:47:30,236 - mmaction - INFO - Epoch [198][1140/2147] lr: 2.509e-02, eta: 2 days, 10:35:41, time: 1.744, data_time: 0.014, memory: 16628, top1_acc: 0.5058, top5_acc: 0.7433, loss_cls: 2.1391, loss: 2.1391, grad_norm: 3.4961 2021-01-27 09:48:09,787 - mmaction - INFO - Epoch [198][1160/2147] lr: 2.509e-02, eta: 2 days, 10:35:09, time: 1.979, data_time: 0.009, memory: 16628, top1_acc: 0.5308, top5_acc: 0.7585, loss_cls: 2.0582, loss: 2.0582, grad_norm: 3.4897 2021-01-27 09:48:42,413 - mmaction - INFO - Epoch [198][1180/2147] lr: 2.509e-02, eta: 2 days, 10:34:35, time: 1.627, data_time: 0.008, memory: 16628, top1_acc: 0.5089, top5_acc: 0.7339, loss_cls: 2.1559, loss: 2.1559, grad_norm: 3.5590 2021-01-27 09:49:13,651 - mmaction - INFO - Epoch [198][1200/2147] lr: 2.509e-02, eta: 2 days, 10:34:01, time: 1.570, data_time: 0.017, memory: 16628, top1_acc: 0.5321, top5_acc: 0.7576, loss_cls: 2.0657, loss: 2.0657, grad_norm: 3.4974 2021-01-27 09:49:47,887 - mmaction - INFO - Epoch [198][1220/2147] lr: 2.509e-02, eta: 2 days, 10:33:28, time: 1.709, data_time: 0.005, memory: 16628, top1_acc: 0.5250, top5_acc: 0.7473, loss_cls: 2.0739, loss: 2.0739, grad_norm: 3.5018 2021-01-27 09:50:23,199 - mmaction - INFO - Epoch [198][1240/2147] lr: 2.509e-02, eta: 2 days, 10:32:55, time: 1.765, data_time: 0.006, memory: 16628, top1_acc: 0.5183, top5_acc: 0.7406, loss_cls: 2.0830, loss: 2.0830, grad_norm: 3.4453 2021-01-27 09:50:55,221 - mmaction - INFO - Epoch [198][1260/2147] lr: 2.509e-02, eta: 2 days, 10:32:21, time: 1.603, data_time: 0.007, memory: 16628, top1_acc: 0.5125, top5_acc: 0.7473, loss_cls: 2.0910, loss: 2.0910, grad_norm: 3.5213 2021-01-27 09:51:38,078 - mmaction - INFO - Epoch [198][1280/2147] lr: 2.509e-02, eta: 2 days, 10:31:50, time: 2.131, data_time: 0.006, memory: 16628, top1_acc: 0.5125, top5_acc: 0.7469, loss_cls: 2.1350, loss: 2.1350, grad_norm: 3.5143 2021-01-27 09:52:18,852 - mmaction - INFO - Epoch [198][1300/2147] lr: 2.509e-02, eta: 2 days, 10:31:18, time: 2.053, data_time: 0.042, memory: 16628, top1_acc: 0.5138, top5_acc: 0.7357, loss_cls: 2.1698, loss: 2.1698, grad_norm: 3.5206 2021-01-27 09:53:05,324 - mmaction - INFO - Epoch [198][1320/2147] lr: 2.509e-02, eta: 2 days, 10:30:48, time: 2.321, data_time: 0.003, memory: 16628, top1_acc: 0.5143, top5_acc: 0.7451, loss_cls: 2.0893, loss: 2.0893, grad_norm: 3.4621 2021-01-27 09:53:37,377 - mmaction - INFO - Epoch [198][1340/2147] lr: 2.509e-02, eta: 2 days, 10:30:14, time: 1.602, data_time: 0.010, memory: 16628, top1_acc: 0.5223, top5_acc: 0.7545, loss_cls: 2.0610, loss: 2.0610, grad_norm: 3.4478 2021-01-27 09:54:09,049 - mmaction - INFO - Epoch [198][1360/2147] lr: 2.509e-02, eta: 2 days, 10:29:40, time: 1.585, data_time: 0.014, memory: 16628, top1_acc: 0.5098, top5_acc: 0.7312, loss_cls: 2.1549, loss: 2.1549, grad_norm: 3.4483 2021-01-27 09:54:41,452 - mmaction - INFO - Epoch [198][1380/2147] lr: 2.509e-02, eta: 2 days, 10:29:06, time: 1.617, data_time: 0.004, memory: 16628, top1_acc: 0.5062, top5_acc: 0.7384, loss_cls: 2.1409, loss: 2.1409, grad_norm: 3.4941 2021-01-27 09:55:11,701 - mmaction - INFO - Epoch [198][1400/2147] lr: 2.509e-02, eta: 2 days, 10:28:32, time: 1.517, data_time: 0.006, memory: 16628, top1_acc: 0.5161, top5_acc: 0.7411, loss_cls: 2.1195, loss: 2.1195, grad_norm: 3.5179 2021-01-27 09:55:43,323 - mmaction - INFO - Epoch [198][1420/2147] lr: 2.509e-02, eta: 2 days, 10:27:57, time: 1.579, data_time: 0.003, memory: 16628, top1_acc: 0.5223, top5_acc: 0.7496, loss_cls: 2.0657, loss: 2.0657, grad_norm: 3.5132 2021-01-27 09:56:13,440 - mmaction - INFO - Epoch [198][1440/2147] lr: 2.509e-02, eta: 2 days, 10:27:23, time: 1.500, data_time: 0.010, memory: 16628, top1_acc: 0.5080, top5_acc: 0.7366, loss_cls: 2.1478, loss: 2.1478, grad_norm: 3.5105 2021-01-27 09:56:47,059 - mmaction - INFO - Epoch [198][1460/2147] lr: 2.509e-02, eta: 2 days, 10:26:49, time: 1.632, data_time: 0.014, memory: 16628, top1_acc: 0.5103, top5_acc: 0.7429, loss_cls: 2.1442, loss: 2.1442, grad_norm: 3.5343 2021-01-27 09:57:20,549 - mmaction - INFO - Epoch [198][1480/2147] lr: 2.509e-02, eta: 2 days, 10:26:16, time: 1.725, data_time: 0.069, memory: 16628, top1_acc: 0.5165, top5_acc: 0.7415, loss_cls: 2.1433, loss: 2.1433, grad_norm: 3.4762 2021-01-27 09:57:51,018 - mmaction - INFO - Epoch [198][1500/2147] lr: 2.509e-02, eta: 2 days, 10:25:41, time: 1.528, data_time: 0.012, memory: 16628, top1_acc: 0.5299, top5_acc: 0.7612, loss_cls: 2.0366, loss: 2.0366, grad_norm: 3.4694 2021-01-27 09:58:27,904 - mmaction - INFO - Epoch [198][1520/2147] lr: 2.509e-02, eta: 2 days, 10:25:08, time: 1.841, data_time: 0.008, memory: 16628, top1_acc: 0.5379, top5_acc: 0.7576, loss_cls: 1.9909, loss: 1.9909, grad_norm: 3.4628 2021-01-27 09:58:59,040 - mmaction - INFO - Epoch [198][1540/2147] lr: 2.509e-02, eta: 2 days, 10:24:34, time: 1.559, data_time: 0.007, memory: 16628, top1_acc: 0.5210, top5_acc: 0.7589, loss_cls: 2.0417, loss: 2.0417, grad_norm: 3.4821 2021-01-27 09:59:31,347 - mmaction - INFO - Epoch [198][1560/2147] lr: 2.509e-02, eta: 2 days, 10:24:00, time: 1.617, data_time: 0.015, memory: 16628, top1_acc: 0.5125, top5_acc: 0.7321, loss_cls: 2.1360, loss: 2.1360, grad_norm: 3.5419 2021-01-27 10:00:11,132 - mmaction - INFO - Epoch [198][1580/2147] lr: 2.509e-02, eta: 2 days, 10:23:28, time: 1.974, data_time: 0.007, memory: 16628, top1_acc: 0.5183, top5_acc: 0.7379, loss_cls: 2.1367, loss: 2.1367, grad_norm: 3.5096 2021-01-27 10:00:40,511 - mmaction - INFO - Epoch [198][1600/2147] lr: 2.509e-02, eta: 2 days, 10:22:53, time: 1.485, data_time: 0.031, memory: 16628, top1_acc: 0.5013, top5_acc: 0.7379, loss_cls: 2.1035, loss: 2.1035, grad_norm: 3.5147 2021-01-27 10:01:10,626 - mmaction - INFO - Epoch [198][1620/2147] lr: 2.509e-02, eta: 2 days, 10:22:19, time: 1.506, data_time: 0.007, memory: 16628, top1_acc: 0.5214, top5_acc: 0.7518, loss_cls: 2.0819, loss: 2.0819, grad_norm: 3.5652 2021-01-27 10:01:55,266 - mmaction - INFO - Epoch [198][1640/2147] lr: 2.509e-02, eta: 2 days, 10:21:48, time: 2.226, data_time: 0.005, memory: 16628, top1_acc: 0.5089, top5_acc: 0.7460, loss_cls: 2.1218, loss: 2.1218, grad_norm: 3.5219 2021-01-27 10:02:24,542 - mmaction - INFO - Epoch [198][1660/2147] lr: 2.509e-02, eta: 2 days, 10:21:13, time: 1.467, data_time: 0.018, memory: 16628, top1_acc: 0.5040, top5_acc: 0.7397, loss_cls: 2.1590, loss: 2.1590, grad_norm: 3.6035 2021-01-27 10:03:02,237 - mmaction - INFO - Epoch [198][1680/2147] lr: 2.509e-02, eta: 2 days, 10:20:41, time: 1.877, data_time: 0.015, memory: 16628, top1_acc: 0.5170, top5_acc: 0.7487, loss_cls: 2.0922, loss: 2.0922, grad_norm: 3.4963 2021-01-27 10:03:32,019 - mmaction - INFO - Epoch [198][1700/2147] lr: 2.509e-02, eta: 2 days, 10:20:06, time: 1.498, data_time: 0.013, memory: 16628, top1_acc: 0.5183, top5_acc: 0.7625, loss_cls: 2.0260, loss: 2.0260, grad_norm: 3.4846 2021-01-27 10:04:02,176 - mmaction - INFO - Epoch [198][1720/2147] lr: 2.509e-02, eta: 2 days, 10:19:32, time: 1.511, data_time: 0.007, memory: 16628, top1_acc: 0.5223, top5_acc: 0.7442, loss_cls: 2.0640, loss: 2.0640, grad_norm: 3.4568 2021-01-27 10:04:34,893 - mmaction - INFO - Epoch [198][1740/2147] lr: 2.509e-02, eta: 2 days, 10:18:58, time: 1.636, data_time: 0.002, memory: 16628, top1_acc: 0.5022, top5_acc: 0.7366, loss_cls: 2.1279, loss: 2.1279, grad_norm: 3.4438 2021-01-27 10:05:07,087 - mmaction - INFO - Epoch [198][1760/2147] lr: 2.509e-02, eta: 2 days, 10:18:24, time: 1.608, data_time: 0.004, memory: 16628, top1_acc: 0.4987, top5_acc: 0.7210, loss_cls: 2.2068, loss: 2.2068, grad_norm: 3.5220 2021-01-27 10:05:40,790 - mmaction - INFO - Epoch [198][1780/2147] lr: 2.509e-02, eta: 2 days, 10:17:50, time: 1.680, data_time: 0.005, memory: 16628, top1_acc: 0.5196, top5_acc: 0.7576, loss_cls: 2.0536, loss: 2.0536, grad_norm: 3.5246 2021-01-27 10:06:09,315 - mmaction - INFO - Epoch [198][1800/2147] lr: 2.509e-02, eta: 2 days, 10:17:15, time: 1.433, data_time: 0.009, memory: 16628, top1_acc: 0.5241, top5_acc: 0.7549, loss_cls: 2.0668, loss: 2.0668, grad_norm: 3.4583 2021-01-27 10:06:57,693 - mmaction - INFO - Epoch [198][1820/2147] lr: 2.509e-02, eta: 2 days, 10:16:46, time: 2.409, data_time: 0.167, memory: 16628, top1_acc: 0.5201, top5_acc: 0.7339, loss_cls: 2.1269, loss: 2.1269, grad_norm: 3.5233 2021-01-27 10:07:27,244 - mmaction - INFO - Epoch [198][1840/2147] lr: 2.509e-02, eta: 2 days, 10:16:11, time: 1.485, data_time: 0.034, memory: 16628, top1_acc: 0.5183, top5_acc: 0.7491, loss_cls: 2.1191, loss: 2.1191, grad_norm: 3.4785 2021-01-27 10:08:09,818 - mmaction - INFO - Epoch [198][1860/2147] lr: 2.509e-02, eta: 2 days, 10:15:40, time: 2.129, data_time: 0.061, memory: 16628, top1_acc: 0.5134, top5_acc: 0.7397, loss_cls: 2.1189, loss: 2.1189, grad_norm: 3.4830 2021-01-27 10:08:43,791 - mmaction - INFO - Epoch [198][1880/2147] lr: 2.509e-02, eta: 2 days, 10:15:07, time: 1.695, data_time: 0.005, memory: 16628, top1_acc: 0.4862, top5_acc: 0.7397, loss_cls: 2.1512, loss: 2.1512, grad_norm: 3.5779 2021-01-27 10:09:12,817 - mmaction - INFO - Epoch [198][1900/2147] lr: 2.509e-02, eta: 2 days, 10:14:32, time: 1.457, data_time: 0.007, memory: 16628, top1_acc: 0.5058, top5_acc: 0.7536, loss_cls: 2.1418, loss: 2.1418, grad_norm: 3.4715 2021-01-27 10:09:41,305 - mmaction - INFO - Epoch [198][1920/2147] lr: 2.509e-02, eta: 2 days, 10:13:57, time: 1.425, data_time: 0.004, memory: 16628, top1_acc: 0.4991, top5_acc: 0.7500, loss_cls: 2.1178, loss: 2.1178, grad_norm: 3.5531 2021-01-27 10:10:11,127 - mmaction - INFO - Epoch [198][1940/2147] lr: 2.509e-02, eta: 2 days, 10:13:22, time: 1.487, data_time: 0.002, memory: 16628, top1_acc: 0.5143, top5_acc: 0.7500, loss_cls: 2.1163, loss: 2.1163, grad_norm: 3.5088 2021-01-27 10:10:45,986 - mmaction - INFO - Epoch [198][1960/2147] lr: 2.509e-02, eta: 2 days, 10:12:49, time: 1.744, data_time: 0.006, memory: 16628, top1_acc: 0.5205, top5_acc: 0.7397, loss_cls: 2.1082, loss: 2.1082, grad_norm: 3.5669 2021-01-27 10:11:17,390 - mmaction - INFO - Epoch [198][1980/2147] lr: 2.509e-02, eta: 2 days, 10:12:14, time: 1.572, data_time: 0.004, memory: 16628, top1_acc: 0.5009, top5_acc: 0.7446, loss_cls: 2.1585, loss: 2.1585, grad_norm: 3.5652 2021-01-27 10:12:12,959 - mmaction - INFO - Epoch [198][2000/2147] lr: 2.509e-02, eta: 2 days, 10:11:47, time: 2.770, data_time: 0.007, memory: 16628, top1_acc: 0.5009, top5_acc: 0.7379, loss_cls: 2.1340, loss: 2.1340, grad_norm: 3.4866 2021-01-27 10:12:45,358 - mmaction - INFO - Epoch [198][2020/2147] lr: 2.509e-02, eta: 2 days, 10:11:13, time: 1.627, data_time: 0.028, memory: 16628, top1_acc: 0.5040, top5_acc: 0.7469, loss_cls: 2.1135, loss: 2.1135, grad_norm: 3.5047 2021-01-27 10:13:14,227 - mmaction - INFO - Epoch [198][2040/2147] lr: 2.509e-02, eta: 2 days, 10:10:38, time: 1.444, data_time: 0.004, memory: 16628, top1_acc: 0.5228, top5_acc: 0.7661, loss_cls: 2.0392, loss: 2.0392, grad_norm: 3.3070 2021-01-27 10:13:43,305 - mmaction - INFO - Epoch [198][2060/2147] lr: 2.509e-02, eta: 2 days, 10:10:03, time: 1.452, data_time: 0.005, memory: 16628, top1_acc: 0.5147, top5_acc: 0.7589, loss_cls: 2.0688, loss: 2.0688, grad_norm: 3.4132 2021-01-27 10:14:17,319 - mmaction - INFO - Epoch [198][2080/2147] lr: 2.509e-02, eta: 2 days, 10:09:30, time: 1.702, data_time: 0.006, memory: 16628, top1_acc: 0.5031, top5_acc: 0.7442, loss_cls: 2.1589, loss: 2.1589, grad_norm: 3.5186 2021-01-27 10:14:54,268 - mmaction - INFO - Epoch [198][2100/2147] lr: 2.509e-02, eta: 2 days, 10:08:57, time: 1.836, data_time: 0.003, memory: 16628, top1_acc: 0.5143, top5_acc: 0.7478, loss_cls: 2.0816, loss: 2.0816, grad_norm: 3.4372 2021-01-27 10:15:23,466 - mmaction - INFO - Epoch [198][2120/2147] lr: 2.509e-02, eta: 2 days, 10:08:22, time: 1.462, data_time: 0.015, memory: 16628, top1_acc: 0.5121, top5_acc: 0.7455, loss_cls: 2.1147, loss: 2.1147, grad_norm: 3.5258 2021-01-27 10:15:52,579 - mmaction - INFO - Epoch [198][2140/2147] lr: 2.509e-02, eta: 2 days, 10:07:47, time: 1.463, data_time: 0.015, memory: 16628, top1_acc: 0.5085, top5_acc: 0.7518, loss_cls: 2.1247, loss: 2.1247, grad_norm: 3.5259 2021-01-27 10:23:16,577 - mmaction - INFO - Epoch [199][20/2147] lr: 2.428e-02, eta: 2 days, 10:08:49, time: 20.625, data_time: 18.834, memory: 16628, top1_acc: 0.5402, top5_acc: 0.7679, loss_cls: 1.9894, loss: 1.9894, grad_norm: 3.4912 2021-01-27 10:23:48,767 - mmaction - INFO - Epoch [199][40/2147] lr: 2.428e-02, eta: 2 days, 10:08:15, time: 1.613, data_time: 0.018, memory: 16628, top1_acc: 0.5277, top5_acc: 0.7634, loss_cls: 2.0039, loss: 2.0039, grad_norm: 3.6474 2021-01-27 10:24:17,070 - mmaction - INFO - Epoch [199][60/2147] lr: 2.428e-02, eta: 2 days, 10:07:40, time: 1.419, data_time: 0.006, memory: 16628, top1_acc: 0.5138, top5_acc: 0.7397, loss_cls: 2.1452, loss: 2.1452, grad_norm: 3.5718 2021-01-27 10:24:50,556 - mmaction - INFO - Epoch [199][80/2147] lr: 2.428e-02, eta: 2 days, 10:07:07, time: 1.675, data_time: 0.009, memory: 16628, top1_acc: 0.5321, top5_acc: 0.7487, loss_cls: 2.0346, loss: 2.0346, grad_norm: 3.4911 2021-01-27 10:25:19,865 - mmaction - INFO - Epoch [199][100/2147] lr: 2.428e-02, eta: 2 days, 10:06:32, time: 1.464, data_time: 0.009, memory: 16628, top1_acc: 0.5388, top5_acc: 0.7536, loss_cls: 2.0574, loss: 2.0574, grad_norm: 3.4931 2021-01-27 10:25:50,939 - mmaction - INFO - Epoch [199][120/2147] lr: 2.428e-02, eta: 2 days, 10:05:57, time: 1.554, data_time: 0.011, memory: 16628, top1_acc: 0.5201, top5_acc: 0.7531, loss_cls: 2.0741, loss: 2.0741, grad_norm: 3.5480 2021-01-27 10:26:25,167 - mmaction - INFO - Epoch [199][140/2147] lr: 2.428e-02, eta: 2 days, 10:05:24, time: 1.708, data_time: 0.004, memory: 16628, top1_acc: 0.5277, top5_acc: 0.7616, loss_cls: 2.0484, loss: 2.0484, grad_norm: 3.4570 2021-01-27 10:26:59,986 - mmaction - INFO - Epoch [199][160/2147] lr: 2.428e-02, eta: 2 days, 10:04:51, time: 1.741, data_time: 0.010, memory: 16628, top1_acc: 0.5228, top5_acc: 0.7616, loss_cls: 2.0633, loss: 2.0633, grad_norm: 3.5519 2021-01-27 10:27:32,708 - mmaction - INFO - Epoch [199][180/2147] lr: 2.428e-02, eta: 2 days, 10:04:17, time: 1.630, data_time: 0.008, memory: 16628, top1_acc: 0.5317, top5_acc: 0.7594, loss_cls: 2.0327, loss: 2.0327, grad_norm: 3.5954 2021-01-27 10:28:18,577 - mmaction - INFO - Epoch [199][200/2147] lr: 2.428e-02, eta: 2 days, 10:03:47, time: 2.300, data_time: 0.012, memory: 16628, top1_acc: 0.5272, top5_acc: 0.7460, loss_cls: 2.0915, loss: 2.0915, grad_norm: 3.4458 2021-01-27 10:28:53,174 - mmaction - INFO - Epoch [199][220/2147] lr: 2.428e-02, eta: 2 days, 10:03:13, time: 1.724, data_time: 0.008, memory: 16628, top1_acc: 0.5335, top5_acc: 0.7536, loss_cls: 2.0471, loss: 2.0471, grad_norm: 3.4562 2021-01-27 10:29:25,817 - mmaction - INFO - Epoch [199][240/2147] lr: 2.428e-02, eta: 2 days, 10:02:39, time: 1.630, data_time: 0.013, memory: 16628, top1_acc: 0.5219, top5_acc: 0.7750, loss_cls: 1.9893, loss: 1.9893, grad_norm: 3.6343 2021-01-27 10:30:00,570 - mmaction - INFO - Epoch [199][260/2147] lr: 2.428e-02, eta: 2 days, 10:02:06, time: 1.734, data_time: 0.024, memory: 16628, top1_acc: 0.5272, top5_acc: 0.7527, loss_cls: 2.0453, loss: 2.0453, grad_norm: 3.4368 2021-01-27 10:30:29,597 - mmaction - INFO - Epoch [199][280/2147] lr: 2.428e-02, eta: 2 days, 10:01:31, time: 1.467, data_time: 0.021, memory: 16628, top1_acc: 0.5442, top5_acc: 0.7701, loss_cls: 1.9973, loss: 1.9973, grad_norm: 3.5095 2021-01-27 10:31:00,915 - mmaction - INFO - Epoch [199][300/2147] lr: 2.428e-02, eta: 2 days, 10:00:57, time: 1.560, data_time: 0.004, memory: 16628, top1_acc: 0.5201, top5_acc: 0.7442, loss_cls: 2.1003, loss: 2.1003, grad_norm: 3.4655 2021-01-27 10:31:30,214 - mmaction - INFO - Epoch [199][320/2147] lr: 2.428e-02, eta: 2 days, 10:00:22, time: 1.470, data_time: 0.008, memory: 16628, top1_acc: 0.5321, top5_acc: 0.7670, loss_cls: 2.0030, loss: 2.0030, grad_norm: 3.4702 2021-01-27 10:32:17,721 - mmaction - INFO - Epoch [199][340/2147] lr: 2.428e-02, eta: 2 days, 9:59:52, time: 2.374, data_time: 0.008, memory: 16628, top1_acc: 0.5129, top5_acc: 0.7643, loss_cls: 2.0502, loss: 2.0502, grad_norm: 3.4445 2021-01-27 10:32:46,687 - mmaction - INFO - Epoch [199][360/2147] lr: 2.428e-02, eta: 2 days, 9:59:17, time: 1.449, data_time: 0.007, memory: 16628, top1_acc: 0.5348, top5_acc: 0.7607, loss_cls: 2.0095, loss: 2.0095, grad_norm: 3.4197 2021-01-27 10:33:18,177 - mmaction - INFO - Epoch [199][380/2147] lr: 2.428e-02, eta: 2 days, 9:58:43, time: 1.571, data_time: 0.004, memory: 16628, top1_acc: 0.5406, top5_acc: 0.7603, loss_cls: 2.0472, loss: 2.0472, grad_norm: 3.6060 2021-01-27 10:33:46,979 - mmaction - INFO - Epoch [199][400/2147] lr: 2.428e-02, eta: 2 days, 9:58:08, time: 1.443, data_time: 0.008, memory: 16628, top1_acc: 0.5321, top5_acc: 0.7504, loss_cls: 2.0658, loss: 2.0658, grad_norm: 3.5516 2021-01-27 10:34:20,530 - mmaction - INFO - Epoch [199][420/2147] lr: 2.428e-02, eta: 2 days, 9:57:34, time: 1.676, data_time: 0.005, memory: 16628, top1_acc: 0.5241, top5_acc: 0.7469, loss_cls: 2.0929, loss: 2.0929, grad_norm: 3.5030 2021-01-27 10:34:50,014 - mmaction - INFO - Epoch [199][440/2147] lr: 2.428e-02, eta: 2 days, 9:57:00, time: 1.475, data_time: 0.009, memory: 16628, top1_acc: 0.5362, top5_acc: 0.7647, loss_cls: 2.0200, loss: 2.0200, grad_norm: 3.4566 2021-01-27 10:35:23,755 - mmaction - INFO - Epoch [199][460/2147] lr: 2.428e-02, eta: 2 days, 9:56:26, time: 1.689, data_time: 0.004, memory: 16628, top1_acc: 0.5335, top5_acc: 0.7607, loss_cls: 2.0525, loss: 2.0525, grad_norm: 3.5455 2021-01-27 10:35:58,907 - mmaction - INFO - Epoch [199][480/2147] lr: 2.428e-02, eta: 2 days, 9:55:53, time: 1.751, data_time: 0.007, memory: 16628, top1_acc: 0.5085, top5_acc: 0.7406, loss_cls: 2.1094, loss: 2.1094, grad_norm: 3.5959 2021-01-27 10:36:29,100 - mmaction - INFO - Epoch [199][500/2147] lr: 2.428e-02, eta: 2 days, 9:55:18, time: 1.516, data_time: 0.015, memory: 16628, top1_acc: 0.5348, top5_acc: 0.7576, loss_cls: 2.0177, loss: 2.0177, grad_norm: 3.5231 2021-01-27 10:37:04,644 - mmaction - INFO - Epoch [199][520/2147] lr: 2.428e-02, eta: 2 days, 9:54:45, time: 1.777, data_time: 0.209, memory: 16628, top1_acc: 0.5250, top5_acc: 0.7518, loss_cls: 2.0464, loss: 2.0464, grad_norm: 3.5129 2021-01-27 10:37:36,664 - mmaction - INFO - Epoch [199][540/2147] lr: 2.428e-02, eta: 2 days, 9:54:11, time: 1.593, data_time: 0.005, memory: 16628, top1_acc: 0.5295, top5_acc: 0.7522, loss_cls: 2.0329, loss: 2.0329, grad_norm: 3.4564 2021-01-27 10:38:15,068 - mmaction - INFO - Epoch [199][560/2147] lr: 2.428e-02, eta: 2 days, 9:53:39, time: 1.928, data_time: 0.013, memory: 16628, top1_acc: 0.5362, top5_acc: 0.7446, loss_cls: 2.0650, loss: 2.0650, grad_norm: 3.4744 2021-01-27 10:38:51,092 - mmaction - INFO - Epoch [199][580/2147] lr: 2.428e-02, eta: 2 days, 9:53:06, time: 1.800, data_time: 0.001, memory: 16628, top1_acc: 0.5415, top5_acc: 0.7647, loss_cls: 2.0428, loss: 2.0428, grad_norm: 3.4294 2021-01-27 10:39:22,056 - mmaction - INFO - Epoch [199][600/2147] lr: 2.428e-02, eta: 2 days, 9:52:32, time: 1.550, data_time: 0.004, memory: 16628, top1_acc: 0.5179, top5_acc: 0.7545, loss_cls: 2.0920, loss: 2.0920, grad_norm: 3.6463 2021-01-27 10:40:00,808 - mmaction - INFO - Epoch [199][620/2147] lr: 2.428e-02, eta: 2 days, 9:51:59, time: 1.931, data_time: 0.006, memory: 16628, top1_acc: 0.5161, top5_acc: 0.7580, loss_cls: 2.0627, loss: 2.0627, grad_norm: 3.4928 2021-01-27 10:40:29,676 - mmaction - INFO - Epoch [199][640/2147] lr: 2.428e-02, eta: 2 days, 9:51:24, time: 1.448, data_time: 0.013, memory: 16628, top1_acc: 0.5188, top5_acc: 0.7379, loss_cls: 2.1345, loss: 2.1345, grad_norm: 3.4688 2021-01-27 10:41:01,713 - mmaction - INFO - Epoch [199][660/2147] lr: 2.428e-02, eta: 2 days, 9:50:50, time: 1.591, data_time: 0.005, memory: 16628, top1_acc: 0.5205, top5_acc: 0.7518, loss_cls: 2.0693, loss: 2.0693, grad_norm: 3.4946 2021-01-27 10:41:43,980 - mmaction - INFO - Epoch [199][680/2147] lr: 2.428e-02, eta: 2 days, 9:50:19, time: 2.004, data_time: 0.014, memory: 16628, top1_acc: 0.5205, top5_acc: 0.7634, loss_cls: 2.0354, loss: 2.0354, grad_norm: 3.5470 2021-01-27 10:42:21,342 - mmaction - INFO - Epoch [199][700/2147] lr: 2.428e-02, eta: 2 days, 9:49:47, time: 1.987, data_time: 0.281, memory: 16628, top1_acc: 0.5161, top5_acc: 0.7406, loss_cls: 2.1114, loss: 2.1114, grad_norm: 3.5415 2021-01-27 10:42:50,131 - mmaction - INFO - Epoch [199][720/2147] lr: 2.428e-02, eta: 2 days, 9:49:12, time: 1.441, data_time: 0.007, memory: 16628, top1_acc: 0.4924, top5_acc: 0.7366, loss_cls: 2.1665, loss: 2.1665, grad_norm: 3.5083 2021-01-27 10:43:23,698 - mmaction - INFO - Epoch [199][740/2147] lr: 2.428e-02, eta: 2 days, 9:48:38, time: 1.678, data_time: 0.003, memory: 16628, top1_acc: 0.5304, top5_acc: 0.7683, loss_cls: 2.0131, loss: 2.0131, grad_norm: 3.4454 2021-01-27 10:43:54,681 - mmaction - INFO - Epoch [199][760/2147] lr: 2.428e-02, eta: 2 days, 9:48:04, time: 1.548, data_time: 0.004, memory: 16628, top1_acc: 0.5304, top5_acc: 0.7567, loss_cls: 1.9955, loss: 1.9955, grad_norm: 3.5396 2021-01-27 10:44:25,831 - mmaction - INFO - Epoch [199][780/2147] lr: 2.428e-02, eta: 2 days, 9:47:29, time: 1.556, data_time: 0.003, memory: 16628, top1_acc: 0.5165, top5_acc: 0.7562, loss_cls: 2.0753, loss: 2.0753, grad_norm: 3.4549 2021-01-27 10:44:55,822 - mmaction - INFO - Epoch [199][800/2147] lr: 2.428e-02, eta: 2 days, 9:46:55, time: 1.502, data_time: 0.004, memory: 16628, top1_acc: 0.5223, top5_acc: 0.7482, loss_cls: 2.1102, loss: 2.1102, grad_norm: 3.4963 2021-01-27 10:45:30,199 - mmaction - INFO - Epoch [199][820/2147] lr: 2.428e-02, eta: 2 days, 9:46:21, time: 1.718, data_time: 0.015, memory: 16628, top1_acc: 0.5326, top5_acc: 0.7607, loss_cls: 2.0266, loss: 2.0266, grad_norm: 3.4179 2021-01-27 10:46:02,654 - mmaction - INFO - Epoch [199][840/2147] lr: 2.428e-02, eta: 2 days, 9:45:47, time: 1.609, data_time: 0.002, memory: 16628, top1_acc: 0.5420, top5_acc: 0.7665, loss_cls: 2.0147, loss: 2.0147, grad_norm: 3.4782 2021-01-27 10:46:51,126 - mmaction - INFO - Epoch [199][860/2147] lr: 2.428e-02, eta: 2 days, 9:45:13, time: 1.527, data_time: 0.023, memory: 16628, top1_acc: 0.5125, top5_acc: 0.7415, loss_cls: 2.1089, loss: 2.1089, grad_norm: 3.5213 2021-01-27 10:47:25,077 - mmaction - INFO - Epoch [199][880/2147] lr: 2.428e-02, eta: 2 days, 9:44:44, time: 2.607, data_time: 0.916, memory: 16628, top1_acc: 0.5375, top5_acc: 0.7612, loss_cls: 2.0158, loss: 2.0158, grad_norm: 3.4559 2021-01-27 10:48:13,208 - mmaction - INFO - Epoch [199][900/2147] lr: 2.428e-02, eta: 2 days, 9:44:15, time: 2.405, data_time: 0.014, memory: 16628, top1_acc: 0.5116, top5_acc: 0.7438, loss_cls: 2.0854, loss: 2.0854, grad_norm: 3.5204 2021-01-27 10:48:44,806 - mmaction - INFO - Epoch [199][920/2147] lr: 2.428e-02, eta: 2 days, 9:43:41, time: 1.576, data_time: 0.003, memory: 16628, top1_acc: 0.5232, top5_acc: 0.7411, loss_cls: 2.1180, loss: 2.1180, grad_norm: 3.6050 2021-01-27 10:49:25,582 - mmaction - INFO - Epoch [199][940/2147] lr: 2.428e-02, eta: 2 days, 9:43:09, time: 2.042, data_time: 0.009, memory: 16628, top1_acc: 0.5223, top5_acc: 0.7491, loss_cls: 2.0847, loss: 2.0847, grad_norm: 3.6507 2021-01-27 10:49:56,347 - mmaction - INFO - Epoch [199][960/2147] lr: 2.428e-02, eta: 2 days, 9:42:35, time: 1.538, data_time: 0.008, memory: 16628, top1_acc: 0.5210, top5_acc: 0.7491, loss_cls: 2.0995, loss: 2.0995, grad_norm: 3.6045 2021-01-27 10:50:28,030 - mmaction - INFO - Epoch [199][980/2147] lr: 2.428e-02, eta: 2 days, 9:42:01, time: 1.586, data_time: 0.015, memory: 16628, top1_acc: 0.5259, top5_acc: 0.7442, loss_cls: 2.0762, loss: 2.0762, grad_norm: 3.5842 2021-01-27 10:51:07,584 - mmaction - INFO - Epoch [199][1000/2147] lr: 2.428e-02, eta: 2 days, 9:41:28, time: 1.958, data_time: 0.006, memory: 16628, top1_acc: 0.5094, top5_acc: 0.7540, loss_cls: 2.1021, loss: 2.1021, grad_norm: 3.5758 2021-01-27 10:51:58,283 - mmaction - INFO - Epoch [199][1020/2147] lr: 2.428e-02, eta: 2 days, 9:41:00, time: 2.555, data_time: 0.024, memory: 16628, top1_acc: 0.5058, top5_acc: 0.7308, loss_cls: 2.1486, loss: 2.1486, grad_norm: 3.5991 2021-01-27 10:52:29,498 - mmaction - INFO - Epoch [199][1040/2147] lr: 2.428e-02, eta: 2 days, 9:40:26, time: 1.562, data_time: 0.004, memory: 16628, top1_acc: 0.5165, top5_acc: 0.7527, loss_cls: 2.0899, loss: 2.0899, grad_norm: 3.6698 2021-01-27 10:53:03,678 - mmaction - INFO - Epoch [199][1060/2147] lr: 2.428e-02, eta: 2 days, 9:39:52, time: 1.703, data_time: 0.003, memory: 16628, top1_acc: 0.5219, top5_acc: 0.7562, loss_cls: 2.0849, loss: 2.0849, grad_norm: 3.5564 2021-01-27 10:53:35,304 - mmaction - INFO - Epoch [199][1080/2147] lr: 2.428e-02, eta: 2 days, 9:39:18, time: 1.583, data_time: 0.009, memory: 16628, top1_acc: 0.5018, top5_acc: 0.7554, loss_cls: 2.0905, loss: 2.0905, grad_norm: 3.5643 2021-01-27 10:54:05,138 - mmaction - INFO - Epoch [199][1100/2147] lr: 2.428e-02, eta: 2 days, 9:38:43, time: 1.493, data_time: 0.011, memory: 16628, top1_acc: 0.5259, top5_acc: 0.7670, loss_cls: 2.0010, loss: 2.0010, grad_norm: 3.5402 2021-01-27 10:54:39,114 - mmaction - INFO - Epoch [199][1120/2147] lr: 2.428e-02, eta: 2 days, 9:38:10, time: 1.699, data_time: 0.038, memory: 16628, top1_acc: 0.5179, top5_acc: 0.7670, loss_cls: 2.0368, loss: 2.0368, grad_norm: 3.5360 2021-01-27 10:55:12,124 - mmaction - INFO - Epoch [199][1140/2147] lr: 2.428e-02, eta: 2 days, 9:37:36, time: 1.651, data_time: 0.006, memory: 16628, top1_acc: 0.5326, top5_acc: 0.7781, loss_cls: 1.9815, loss: 1.9815, grad_norm: 3.6115 2021-01-27 10:55:42,016 - mmaction - INFO - Epoch [199][1160/2147] lr: 2.428e-02, eta: 2 days, 9:37:01, time: 1.496, data_time: 0.006, memory: 16628, top1_acc: 0.5138, top5_acc: 0.7384, loss_cls: 2.0990, loss: 2.0990, grad_norm: 3.5513 2021-01-27 10:56:15,295 - mmaction - INFO - Epoch [199][1180/2147] lr: 2.428e-02, eta: 2 days, 9:36:27, time: 1.655, data_time: 0.005, memory: 16628, top1_acc: 0.5156, top5_acc: 0.7482, loss_cls: 2.1277, loss: 2.1277, grad_norm: 3.5636 2021-01-27 10:56:57,336 - mmaction - INFO - Epoch [199][1200/2147] lr: 2.428e-02, eta: 2 days, 9:35:56, time: 2.098, data_time: 0.012, memory: 16628, top1_acc: 0.5259, top5_acc: 0.7433, loss_cls: 2.0730, loss: 2.0730, grad_norm: 3.4175 2021-01-27 10:57:30,023 - mmaction - INFO - Epoch [199][1220/2147] lr: 2.428e-02, eta: 2 days, 9:35:22, time: 1.645, data_time: 0.024, memory: 16628, top1_acc: 0.5071, top5_acc: 0.7317, loss_cls: 2.1326, loss: 2.1326, grad_norm: 3.5115 2021-01-27 10:58:17,673 - mmaction - INFO - Epoch [199][1240/2147] lr: 2.428e-02, eta: 2 days, 9:34:53, time: 2.372, data_time: 0.011, memory: 16628, top1_acc: 0.5232, top5_acc: 0.7478, loss_cls: 2.0868, loss: 2.0868, grad_norm: 3.4623 2021-01-27 10:58:49,869 - mmaction - INFO - Epoch [199][1260/2147] lr: 2.428e-02, eta: 2 days, 9:34:19, time: 1.621, data_time: 0.035, memory: 16628, top1_acc: 0.5071, top5_acc: 0.7433, loss_cls: 2.1312, loss: 2.1312, grad_norm: 3.4322 2021-01-27 10:59:25,102 - mmaction - INFO - Epoch [199][1280/2147] lr: 2.428e-02, eta: 2 days, 9:33:46, time: 1.762, data_time: 0.004, memory: 16628, top1_acc: 0.5129, top5_acc: 0.7562, loss_cls: 2.0334, loss: 2.0334, grad_norm: 3.4890 2021-01-27 10:59:59,156 - mmaction - INFO - Epoch [199][1300/2147] lr: 2.428e-02, eta: 2 days, 9:33:12, time: 1.702, data_time: 0.011, memory: 16628, top1_acc: 0.5170, top5_acc: 0.7464, loss_cls: 2.0677, loss: 2.0677, grad_norm: 3.5671 2021-01-27 11:00:30,823 - mmaction - INFO - Epoch [199][1320/2147] lr: 2.428e-02, eta: 2 days, 9:32:38, time: 1.583, data_time: 0.004, memory: 16628, top1_acc: 0.5214, top5_acc: 0.7562, loss_cls: 2.0882, loss: 2.0882, grad_norm: 3.5763 2021-01-27 11:01:00,606 - mmaction - INFO - Epoch [199][1340/2147] lr: 2.428e-02, eta: 2 days, 9:32:03, time: 1.490, data_time: 0.003, memory: 16628, top1_acc: 0.5219, top5_acc: 0.7576, loss_cls: 2.0499, loss: 2.0499, grad_norm: 3.5889 2021-01-27 11:01:30,623 - mmaction - INFO - Epoch [199][1360/2147] lr: 2.428e-02, eta: 2 days, 9:31:28, time: 1.500, data_time: 0.017, memory: 16628, top1_acc: 0.5254, top5_acc: 0.7500, loss_cls: 2.0880, loss: 2.0880, grad_norm: 3.5751 2021-01-27 11:02:00,078 - mmaction - INFO - Epoch [199][1380/2147] lr: 2.428e-02, eta: 2 days, 9:30:54, time: 1.474, data_time: 0.004, memory: 16628, top1_acc: 0.5179, top5_acc: 0.7455, loss_cls: 2.1035, loss: 2.1035, grad_norm: 3.5179 2021-01-27 11:02:29,369 - mmaction - INFO - Epoch [199][1400/2147] lr: 2.428e-02, eta: 2 days, 9:30:19, time: 1.464, data_time: 0.012, memory: 16628, top1_acc: 0.5205, top5_acc: 0.7562, loss_cls: 2.0706, loss: 2.0706, grad_norm: 3.4905 2021-01-27 11:02:59,207 - mmaction - INFO - Epoch [199][1420/2147] lr: 2.428e-02, eta: 2 days, 9:29:44, time: 1.459, data_time: 0.004, memory: 16628, top1_acc: 0.5263, top5_acc: 0.7393, loss_cls: 2.0855, loss: 2.0855, grad_norm: 3.4650 2021-01-27 11:03:28,176 - mmaction - INFO - Epoch [199][1440/2147] lr: 2.428e-02, eta: 2 days, 9:29:09, time: 1.483, data_time: 0.049, memory: 16628, top1_acc: 0.5018, top5_acc: 0.7446, loss_cls: 2.1544, loss: 2.1544, grad_norm: 3.5637 2021-01-27 11:03:57,711 - mmaction - INFO - Epoch [199][1460/2147] lr: 2.428e-02, eta: 2 days, 9:28:34, time: 1.474, data_time: 0.002, memory: 16628, top1_acc: 0.5107, top5_acc: 0.7397, loss_cls: 2.1130, loss: 2.1130, grad_norm: 3.5235 2021-01-27 11:04:27,124 - mmaction - INFO - Epoch [199][1480/2147] lr: 2.428e-02, eta: 2 days, 9:27:59, time: 1.467, data_time: 0.021, memory: 16628, top1_acc: 0.4996, top5_acc: 0.7513, loss_cls: 2.1511, loss: 2.1511, grad_norm: 3.5703 2021-01-27 11:04:57,585 - mmaction - INFO - Epoch [199][1500/2147] lr: 2.428e-02, eta: 2 days, 9:27:25, time: 1.523, data_time: 0.008, memory: 16628, top1_acc: 0.5335, top5_acc: 0.7683, loss_cls: 2.0076, loss: 2.0076, grad_norm: 3.5057 2021-01-27 11:05:27,809 - mmaction - INFO - Epoch [199][1520/2147] lr: 2.428e-02, eta: 2 days, 9:26:50, time: 1.517, data_time: 0.018, memory: 16628, top1_acc: 0.5147, top5_acc: 0.7585, loss_cls: 2.0820, loss: 2.0820, grad_norm: 3.6017 2021-01-27 11:06:00,701 - mmaction - INFO - Epoch [199][1540/2147] lr: 2.428e-02, eta: 2 days, 9:26:16, time: 1.594, data_time: 0.060, memory: 16628, top1_acc: 0.5326, top5_acc: 0.7580, loss_cls: 2.0565, loss: 2.0565, grad_norm: 3.5204 2021-01-27 11:06:54,148 - mmaction - INFO - Epoch [199][1560/2147] lr: 2.428e-02, eta: 2 days, 9:25:48, time: 2.717, data_time: 0.059, memory: 16628, top1_acc: 0.5254, top5_acc: 0.7625, loss_cls: 2.0261, loss: 2.0261, grad_norm: 3.4877 2021-01-27 11:07:26,435 - mmaction - INFO - Epoch [199][1580/2147] lr: 2.428e-02, eta: 2 days, 9:25:14, time: 1.599, data_time: 0.011, memory: 16628, top1_acc: 0.5161, top5_acc: 0.7424, loss_cls: 2.1361, loss: 2.1361, grad_norm: 3.5282 2021-01-27 11:07:56,819 - mmaction - INFO - Epoch [199][1600/2147] lr: 2.428e-02, eta: 2 days, 9:24:40, time: 1.536, data_time: 0.026, memory: 16628, top1_acc: 0.5312, top5_acc: 0.7420, loss_cls: 2.0720, loss: 2.0720, grad_norm: 3.4996 2021-01-27 11:08:27,340 - mmaction - INFO - Epoch [199][1620/2147] lr: 2.428e-02, eta: 2 days, 9:24:05, time: 1.526, data_time: 0.084, memory: 16628, top1_acc: 0.5134, top5_acc: 0.7469, loss_cls: 2.0580, loss: 2.0580, grad_norm: 3.5715 2021-01-27 11:08:59,388 - mmaction - INFO - Epoch [199][1640/2147] lr: 2.428e-02, eta: 2 days, 9:23:31, time: 1.603, data_time: 0.007, memory: 16628, top1_acc: 0.5286, top5_acc: 0.7683, loss_cls: 2.0331, loss: 2.0331, grad_norm: 3.6207 2021-01-27 11:09:35,670 - mmaction - INFO - Epoch [199][1660/2147] lr: 2.428e-02, eta: 2 days, 9:22:58, time: 1.815, data_time: 0.007, memory: 16628, top1_acc: 0.5112, top5_acc: 0.7353, loss_cls: 2.1397, loss: 2.1397, grad_norm: 3.6158 2021-01-27 11:10:05,872 - mmaction - INFO - Epoch [199][1680/2147] lr: 2.428e-02, eta: 2 days, 9:22:24, time: 1.509, data_time: 0.012, memory: 16628, top1_acc: 0.5089, top5_acc: 0.7446, loss_cls: 2.1247, loss: 2.1247, grad_norm: 3.5409 2021-01-27 11:10:38,443 - mmaction - INFO - Epoch [199][1700/2147] lr: 2.428e-02, eta: 2 days, 9:21:50, time: 1.629, data_time: 0.016, memory: 16628, top1_acc: 0.5366, top5_acc: 0.7585, loss_cls: 2.0241, loss: 2.0241, grad_norm: 3.4978 2021-01-27 11:11:12,441 - mmaction - INFO - Epoch [199][1720/2147] lr: 2.428e-02, eta: 2 days, 9:21:16, time: 1.701, data_time: 0.009, memory: 16628, top1_acc: 0.5268, top5_acc: 0.7473, loss_cls: 2.0559, loss: 2.0559, grad_norm: 3.5245 2021-01-27 11:11:58,899 - mmaction - INFO - Epoch [199][1740/2147] lr: 2.428e-02, eta: 2 days, 9:20:46, time: 2.320, data_time: 0.007, memory: 16628, top1_acc: 0.5353, top5_acc: 0.7549, loss_cls: 2.0356, loss: 2.0356, grad_norm: 3.4304 2021-01-27 11:12:45,291 - mmaction - INFO - Epoch [199][1760/2147] lr: 2.428e-02, eta: 2 days, 9:20:16, time: 2.315, data_time: 0.009, memory: 16628, top1_acc: 0.5223, top5_acc: 0.7420, loss_cls: 2.0901, loss: 2.0901, grad_norm: 3.4745 2021-01-27 11:13:16,409 - mmaction - INFO - Epoch [199][1780/2147] lr: 2.428e-02, eta: 2 days, 9:19:42, time: 1.565, data_time: 0.016, memory: 16628, top1_acc: 0.5241, top5_acc: 0.7571, loss_cls: 2.0607, loss: 2.0607, grad_norm: 3.4950 2021-01-27 11:13:45,504 - mmaction - INFO - Epoch [199][1800/2147] lr: 2.428e-02, eta: 2 days, 9:19:07, time: 1.453, data_time: 0.004, memory: 16628, top1_acc: 0.5201, top5_acc: 0.7469, loss_cls: 2.0698, loss: 2.0698, grad_norm: 3.5581 2021-01-27 11:14:16,889 - mmaction - INFO - Epoch [199][1820/2147] lr: 2.428e-02, eta: 2 days, 9:18:33, time: 1.571, data_time: 0.009, memory: 16628, top1_acc: 0.5304, top5_acc: 0.7567, loss_cls: 2.0750, loss: 2.0750, grad_norm: 3.5440 2021-01-27 11:14:50,721 - mmaction - INFO - Epoch [199][1840/2147] lr: 2.428e-02, eta: 2 days, 9:17:59, time: 1.689, data_time: 0.006, memory: 16628, top1_acc: 0.5223, top5_acc: 0.7585, loss_cls: 2.0338, loss: 2.0338, grad_norm: 3.3701 2021-01-27 11:15:20,634 - mmaction - INFO - Epoch [199][1860/2147] lr: 2.428e-02, eta: 2 days, 9:17:25, time: 1.497, data_time: 0.011, memory: 16628, top1_acc: 0.5103, top5_acc: 0.7455, loss_cls: 2.1178, loss: 2.1178, grad_norm: 3.4476 2021-01-27 11:15:54,540 - mmaction - INFO - Epoch [199][1880/2147] lr: 2.428e-02, eta: 2 days, 9:16:51, time: 1.689, data_time: 0.007, memory: 16628, top1_acc: 0.5402, top5_acc: 0.7616, loss_cls: 2.0008, loss: 2.0008, grad_norm: 3.5526 2021-01-27 11:16:25,994 - mmaction - INFO - Epoch [199][1900/2147] lr: 2.428e-02, eta: 2 days, 9:16:17, time: 1.581, data_time: 0.011, memory: 16628, top1_acc: 0.5125, top5_acc: 0.7567, loss_cls: 2.0809, loss: 2.0809, grad_norm: 3.4439 2021-01-27 11:17:05,680 - mmaction - INFO - Epoch [199][1920/2147] lr: 2.428e-02, eta: 2 days, 9:15:45, time: 1.984, data_time: 0.002, memory: 16628, top1_acc: 0.5237, top5_acc: 0.7473, loss_cls: 2.1077, loss: 2.1077, grad_norm: 3.5205 2021-01-27 11:17:35,487 - mmaction - INFO - Epoch [199][1940/2147] lr: 2.428e-02, eta: 2 days, 9:15:10, time: 1.489, data_time: 0.010, memory: 16628, top1_acc: 0.5103, top5_acc: 0.7384, loss_cls: 2.1496, loss: 2.1496, grad_norm: 3.5050 2021-01-27 11:18:10,989 - mmaction - INFO - Epoch [199][1960/2147] lr: 2.428e-02, eta: 2 days, 9:14:37, time: 1.771, data_time: 0.006, memory: 16628, top1_acc: 0.5080, top5_acc: 0.7446, loss_cls: 2.1117, loss: 2.1117, grad_norm: 3.5875 2021-01-27 11:18:48,211 - mmaction - INFO - Epoch [199][1980/2147] lr: 2.428e-02, eta: 2 days, 9:14:04, time: 1.819, data_time: 0.013, memory: 16628, top1_acc: 0.5071, top5_acc: 0.7357, loss_cls: 2.1539, loss: 2.1539, grad_norm: 3.5352 2021-01-27 11:19:18,507 - mmaction - INFO - Epoch [199][2000/2147] lr: 2.428e-02, eta: 2 days, 9:13:30, time: 1.560, data_time: 0.056, memory: 16628, top1_acc: 0.5116, top5_acc: 0.7487, loss_cls: 2.1108, loss: 2.1108, grad_norm: 3.5294 2021-01-27 11:19:51,929 - mmaction - INFO - Epoch [199][2020/2147] lr: 2.428e-02, eta: 2 days, 9:12:56, time: 1.670, data_time: 0.006, memory: 16628, top1_acc: 0.5344, top5_acc: 0.7643, loss_cls: 2.0247, loss: 2.0247, grad_norm: 3.4678 2021-01-27 11:20:22,809 - mmaction - INFO - Epoch [199][2040/2147] lr: 2.428e-02, eta: 2 days, 9:12:22, time: 1.547, data_time: 0.007, memory: 16628, top1_acc: 0.5165, top5_acc: 0.7629, loss_cls: 2.0528, loss: 2.0528, grad_norm: 3.4982 2021-01-27 11:20:54,646 - mmaction - INFO - Epoch [199][2060/2147] lr: 2.428e-02, eta: 2 days, 9:11:48, time: 1.578, data_time: 0.003, memory: 16628, top1_acc: 0.5219, top5_acc: 0.7446, loss_cls: 2.0945, loss: 2.0945, grad_norm: 3.5372 2021-01-27 11:21:27,223 - mmaction - INFO - Epoch [199][2080/2147] lr: 2.428e-02, eta: 2 days, 9:11:14, time: 1.640, data_time: 0.018, memory: 16628, top1_acc: 0.5080, top5_acc: 0.7491, loss_cls: 2.1104, loss: 2.1104, grad_norm: 3.6725 2021-01-27 11:22:08,986 - mmaction - INFO - Epoch [199][2100/2147] lr: 2.428e-02, eta: 2 days, 9:10:43, time: 2.088, data_time: 0.017, memory: 16628, top1_acc: 0.5339, top5_acc: 0.7612, loss_cls: 2.0138, loss: 2.0138, grad_norm: 3.5496 2021-01-27 11:22:43,573 - mmaction - INFO - Epoch [199][2120/2147] lr: 2.428e-02, eta: 2 days, 9:10:09, time: 1.729, data_time: 0.011, memory: 16628, top1_acc: 0.5210, top5_acc: 0.7603, loss_cls: 2.0792, loss: 2.0792, grad_norm: 3.6966 2021-01-27 11:23:22,535 - mmaction - INFO - Epoch [199][2140/2147] lr: 2.428e-02, eta: 2 days, 9:09:37, time: 1.949, data_time: 0.009, memory: 16628, top1_acc: 0.5152, top5_acc: 0.7482, loss_cls: 2.0791, loss: 2.0791, grad_norm: 3.6220 2021-01-27 11:30:44,844 - mmaction - INFO - Epoch [200][20/2147] lr: 2.348e-02, eta: 2 days, 9:10:37, time: 20.629, data_time: 18.885, memory: 16628, top1_acc: 0.5312, top5_acc: 0.7625, loss_cls: 2.0315, loss: 2.0315, grad_norm: 3.5479 2021-01-27 11:31:19,760 - mmaction - INFO - Epoch [200][40/2147] lr: 2.348e-02, eta: 2 days, 9:10:04, time: 1.747, data_time: 0.012, memory: 16628, top1_acc: 0.5147, top5_acc: 0.7411, loss_cls: 2.1120, loss: 2.1120, grad_norm: 3.5173 2021-01-27 11:32:00,820 - mmaction - INFO - Epoch [200][60/2147] lr: 2.348e-02, eta: 2 days, 9:09:32, time: 2.038, data_time: 0.012, memory: 16628, top1_acc: 0.5076, top5_acc: 0.7585, loss_cls: 2.0512, loss: 2.0512, grad_norm: 3.5644 2021-01-27 11:32:32,816 - mmaction - INFO - Epoch [200][80/2147] lr: 2.348e-02, eta: 2 days, 9:08:58, time: 1.615, data_time: 0.025, memory: 16628, top1_acc: 0.5491, top5_acc: 0.7701, loss_cls: 1.9977, loss: 1.9977, grad_norm: 3.6037 2021-01-27 11:33:02,026 - mmaction - INFO - Epoch [200][100/2147] lr: 2.348e-02, eta: 2 days, 9:08:23, time: 1.459, data_time: 0.009, memory: 16628, top1_acc: 0.5304, top5_acc: 0.7746, loss_cls: 2.0032, loss: 2.0032, grad_norm: 3.5902 2021-01-27 11:33:32,812 - mmaction - INFO - Epoch [200][120/2147] lr: 2.348e-02, eta: 2 days, 9:07:49, time: 1.542, data_time: 0.009, memory: 16628, top1_acc: 0.5259, top5_acc: 0.7504, loss_cls: 2.0595, loss: 2.0595, grad_norm: 3.5805 2021-01-27 11:34:05,263 - mmaction - INFO - Epoch [200][140/2147] lr: 2.348e-02, eta: 2 days, 9:07:15, time: 1.622, data_time: 0.004, memory: 16628, top1_acc: 0.5308, top5_acc: 0.7656, loss_cls: 2.0168, loss: 2.0168, grad_norm: 3.4861 2021-01-27 11:34:36,858 - mmaction - INFO - Epoch [200][160/2147] lr: 2.348e-02, eta: 2 days, 9:06:40, time: 1.577, data_time: 0.006, memory: 16628, top1_acc: 0.5183, top5_acc: 0.7562, loss_cls: 2.0550, loss: 2.0550, grad_norm: 3.5383 2021-01-27 11:35:11,998 - mmaction - INFO - Epoch [200][180/2147] lr: 2.348e-02, eta: 2 days, 9:06:07, time: 1.736, data_time: 0.008, memory: 16628, top1_acc: 0.5071, top5_acc: 0.7420, loss_cls: 2.1152, loss: 2.1152, grad_norm: 3.5969 2021-01-27 11:35:41,059 - mmaction - INFO - Epoch [200][200/2147] lr: 2.348e-02, eta: 2 days, 9:05:32, time: 1.475, data_time: 0.036, memory: 16628, top1_acc: 0.5415, top5_acc: 0.7482, loss_cls: 2.0516, loss: 2.0516, grad_norm: 3.4531 2021-01-27 11:36:12,632 - mmaction - INFO - Epoch [200][220/2147] lr: 2.348e-02, eta: 2 days, 9:04:58, time: 1.576, data_time: 0.007, memory: 16628, top1_acc: 0.5321, top5_acc: 0.7621, loss_cls: 2.0089, loss: 2.0089, grad_norm: 3.5951 2021-01-27 11:37:03,350 - mmaction - INFO - Epoch [200][240/2147] lr: 2.348e-02, eta: 2 days, 9:04:29, time: 2.540, data_time: 0.019, memory: 16628, top1_acc: 0.5384, top5_acc: 0.7585, loss_cls: 2.0101, loss: 2.0101, grad_norm: 3.4613 2021-01-27 11:37:34,463 - mmaction - INFO - Epoch [200][260/2147] lr: 2.348e-02, eta: 2 days, 9:03:55, time: 1.546, data_time: 0.010, memory: 16628, top1_acc: 0.5286, top5_acc: 0.7549, loss_cls: 2.0577, loss: 2.0577, grad_norm: 3.4259 2021-01-27 11:38:03,445 - mmaction - INFO - Epoch [200][280/2147] lr: 2.348e-02, eta: 2 days, 9:03:20, time: 1.457, data_time: 0.016, memory: 16628, top1_acc: 0.5254, top5_acc: 0.7504, loss_cls: 2.0859, loss: 2.0859, grad_norm: 3.6018 2021-01-27 11:38:32,396 - mmaction - INFO - Epoch [200][300/2147] lr: 2.348e-02, eta: 2 days, 9:02:45, time: 1.450, data_time: 0.011, memory: 16628, top1_acc: 0.5554, top5_acc: 0.7741, loss_cls: 1.9285, loss: 1.9285, grad_norm: 3.4873 2021-01-27 11:39:02,064 - mmaction - INFO - Epoch [200][320/2147] lr: 2.348e-02, eta: 2 days, 9:02:10, time: 1.482, data_time: 0.005, memory: 16628, top1_acc: 0.5219, top5_acc: 0.7420, loss_cls: 2.0530, loss: 2.0530, grad_norm: 3.5856 2021-01-27 11:39:34,018 - mmaction - INFO - Epoch [200][340/2147] lr: 2.348e-02, eta: 2 days, 9:01:36, time: 1.595, data_time: 0.003, memory: 16628, top1_acc: 0.5259, top5_acc: 0.7598, loss_cls: 2.0676, loss: 2.0676, grad_norm: 3.6280 2021-01-27 11:40:11,692 - mmaction - INFO - Epoch [200][360/2147] lr: 2.348e-02, eta: 2 days, 9:01:03, time: 1.881, data_time: 0.007, memory: 16628, top1_acc: 0.5371, top5_acc: 0.7621, loss_cls: 2.0030, loss: 2.0030, grad_norm: 3.4833 2021-01-27 11:40:45,076 - mmaction - INFO - Epoch [200][380/2147] lr: 2.348e-02, eta: 2 days, 9:00:30, time: 1.674, data_time: 0.015, memory: 16628, top1_acc: 0.5290, top5_acc: 0.7656, loss_cls: 2.0244, loss: 2.0244, grad_norm: 3.6198 2021-01-27 11:41:18,600 - mmaction - INFO - Epoch [200][400/2147] lr: 2.348e-02, eta: 2 days, 8:59:56, time: 1.671, data_time: 0.006, memory: 16628, top1_acc: 0.5129, top5_acc: 0.7491, loss_cls: 2.0863, loss: 2.0863, grad_norm: 3.6099 2021-01-27 11:42:01,595 - mmaction - INFO - Epoch [200][420/2147] lr: 2.348e-02, eta: 2 days, 8:59:25, time: 2.154, data_time: 0.119, memory: 16628, top1_acc: 0.5147, top5_acc: 0.7455, loss_cls: 2.1027, loss: 2.1027, grad_norm: 3.4700 2021-01-27 11:42:31,841 - mmaction - INFO - Epoch [200][440/2147] lr: 2.348e-02, eta: 2 days, 8:58:50, time: 1.505, data_time: 0.010, memory: 16628, top1_acc: 0.5446, top5_acc: 0.7728, loss_cls: 1.9813, loss: 1.9813, grad_norm: 3.5156 2021-01-27 11:43:07,902 - mmaction - INFO - Epoch [200][460/2147] lr: 2.348e-02, eta: 2 days, 8:58:17, time: 1.809, data_time: 0.018, memory: 16628, top1_acc: 0.5170, top5_acc: 0.7585, loss_cls: 2.0978, loss: 2.0978, grad_norm: 3.5368 2021-01-27 11:43:36,913 - mmaction - INFO - Epoch [200][480/2147] lr: 2.348e-02, eta: 2 days, 8:57:43, time: 1.452, data_time: 0.009, memory: 16628, top1_acc: 0.5379, top5_acc: 0.7746, loss_cls: 1.9866, loss: 1.9866, grad_norm: 3.5522 2021-01-27 11:44:10,274 - mmaction - INFO - Epoch [200][500/2147] lr: 2.348e-02, eta: 2 days, 8:57:09, time: 1.666, data_time: 0.007, memory: 16628, top1_acc: 0.5241, top5_acc: 0.7594, loss_cls: 2.0644, loss: 2.0644, grad_norm: 3.5892 2021-01-27 11:44:41,884 - mmaction - INFO - Epoch [200][520/2147] lr: 2.348e-02, eta: 2 days, 8:56:35, time: 1.585, data_time: 0.015, memory: 16628, top1_acc: 0.5147, top5_acc: 0.7433, loss_cls: 2.0823, loss: 2.0823, grad_norm: 3.5061 2021-01-27 11:45:12,118 - mmaction - INFO - Epoch [200][540/2147] lr: 2.348e-02, eta: 2 days, 8:56:00, time: 1.510, data_time: 0.004, memory: 16628, top1_acc: 0.5205, top5_acc: 0.7737, loss_cls: 2.0057, loss: 2.0057, grad_norm: 3.5958 2021-01-27 11:45:44,722 - mmaction - INFO - Epoch [200][560/2147] lr: 2.348e-02, eta: 2 days, 8:55:26, time: 1.631, data_time: 0.008, memory: 16628, top1_acc: 0.5339, top5_acc: 0.7741, loss_cls: 1.9510, loss: 1.9510, grad_norm: 3.5930 2021-01-27 11:46:14,610 - mmaction - INFO - Epoch [200][580/2147] lr: 2.348e-02, eta: 2 days, 8:54:51, time: 1.495, data_time: 0.003, memory: 16628, top1_acc: 0.5192, top5_acc: 0.7429, loss_cls: 2.0813, loss: 2.0813, grad_norm: 3.6671 2021-01-27 11:46:56,656 - mmaction - INFO - Epoch [200][600/2147] lr: 2.348e-02, eta: 2 days, 8:54:20, time: 2.102, data_time: 0.003, memory: 16628, top1_acc: 0.5263, top5_acc: 0.7545, loss_cls: 2.0303, loss: 2.0303, grad_norm: 3.5551 2021-01-27 11:47:33,315 - mmaction - INFO - Epoch [200][620/2147] lr: 2.348e-02, eta: 2 days, 8:53:47, time: 1.835, data_time: 0.006, memory: 16628, top1_acc: 0.5156, top5_acc: 0.7464, loss_cls: 2.0649, loss: 2.0649, grad_norm: 3.6203 2021-01-27 11:48:11,624 - mmaction - INFO - Epoch [200][640/2147] lr: 2.348e-02, eta: 2 days, 8:53:15, time: 1.907, data_time: 0.023, memory: 16628, top1_acc: 0.5277, top5_acc: 0.7647, loss_cls: 2.0247, loss: 2.0247, grad_norm: 3.5883 2021-01-27 11:48:41,417 - mmaction - INFO - Epoch [200][660/2147] lr: 2.348e-02, eta: 2 days, 8:52:40, time: 1.497, data_time: 0.012, memory: 16628, top1_acc: 0.5237, top5_acc: 0.7478, loss_cls: 2.0839, loss: 2.0839, grad_norm: 3.6328 2021-01-27 11:49:13,970 - mmaction - INFO - Epoch [200][680/2147] lr: 2.348e-02, eta: 2 days, 8:52:06, time: 1.620, data_time: 0.003, memory: 16628, top1_acc: 0.5205, top5_acc: 0.7656, loss_cls: 2.0103, loss: 2.0103, grad_norm: 3.5945 2021-01-27 11:49:48,598 - mmaction - INFO - Epoch [200][700/2147] lr: 2.348e-02, eta: 2 days, 8:51:33, time: 1.739, data_time: 0.010, memory: 16628, top1_acc: 0.5357, top5_acc: 0.7759, loss_cls: 2.0079, loss: 2.0079, grad_norm: 3.5388 2021-01-27 11:50:17,570 - mmaction - INFO - Epoch [200][720/2147] lr: 2.348e-02, eta: 2 days, 8:50:58, time: 1.450, data_time: 0.003, memory: 16628, top1_acc: 0.5013, top5_acc: 0.7446, loss_cls: 2.0896, loss: 2.0896, grad_norm: 3.6146 2021-01-27 11:50:45,848 - mmaction - INFO - Epoch [200][740/2147] lr: 2.348e-02, eta: 2 days, 8:50:23, time: 1.414, data_time: 0.002, memory: 16628, top1_acc: 0.5219, top5_acc: 0.7571, loss_cls: 2.0723, loss: 2.0723, grad_norm: 3.5405 2021-01-27 11:51:15,239 - mmaction - INFO - Epoch [200][760/2147] lr: 2.348e-02, eta: 2 days, 8:49:48, time: 1.469, data_time: 0.003, memory: 16628, top1_acc: 0.5290, top5_acc: 0.7504, loss_cls: 2.0672, loss: 2.0672, grad_norm: 3.5447 2021-01-27 11:51:53,793 - mmaction - INFO - Epoch [200][780/2147] lr: 2.348e-02, eta: 2 days, 8:49:16, time: 1.928, data_time: 0.004, memory: 16628, top1_acc: 0.4960, top5_acc: 0.7509, loss_cls: 2.1603, loss: 2.1603, grad_norm: 3.6339 2021-01-27 11:52:26,300 - mmaction - INFO - Epoch [200][800/2147] lr: 2.348e-02, eta: 2 days, 8:48:42, time: 1.625, data_time: 0.006, memory: 16628, top1_acc: 0.5241, top5_acc: 0.7540, loss_cls: 2.0638, loss: 2.0638, grad_norm: 3.5997 2021-01-27 11:53:01,220 - mmaction - INFO - Epoch [200][820/2147] lr: 2.348e-02, eta: 2 days, 8:48:08, time: 1.741, data_time: 0.003, memory: 16628, top1_acc: 0.5362, top5_acc: 0.7594, loss_cls: 2.0320, loss: 2.0320, grad_norm: 3.6395 2021-01-27 11:53:32,500 - mmaction - INFO - Epoch [200][840/2147] lr: 2.348e-02, eta: 2 days, 8:47:34, time: 1.564, data_time: 0.007, memory: 16628, top1_acc: 0.4987, top5_acc: 0.7348, loss_cls: 2.1279, loss: 2.1279, grad_norm: 3.7399 2021-01-27 11:54:07,303 - mmaction - INFO - Epoch [200][860/2147] lr: 2.348e-02, eta: 2 days, 8:47:01, time: 1.716, data_time: 0.009, memory: 16628, top1_acc: 0.5237, top5_acc: 0.7549, loss_cls: 2.0705, loss: 2.0705, grad_norm: 3.5395 2021-01-27 11:54:37,522 - mmaction - INFO - Epoch [200][880/2147] lr: 2.348e-02, eta: 2 days, 8:46:26, time: 1.533, data_time: 0.034, memory: 16628, top1_acc: 0.5080, top5_acc: 0.7527, loss_cls: 2.0946, loss: 2.0946, grad_norm: 3.5713 2021-01-27 11:55:09,207 - mmaction - INFO - Epoch [200][900/2147] lr: 2.348e-02, eta: 2 days, 8:45:52, time: 1.591, data_time: 0.010, memory: 16628, top1_acc: 0.5196, top5_acc: 0.7496, loss_cls: 2.0781, loss: 2.0781, grad_norm: 3.5477 2021-01-27 11:55:39,534 - mmaction - INFO - Epoch [200][920/2147] lr: 2.348e-02, eta: 2 days, 8:45:17, time: 1.515, data_time: 0.006, memory: 16628, top1_acc: 0.5165, top5_acc: 0.7549, loss_cls: 2.1204, loss: 2.1204, grad_norm: 3.5309 2021-01-27 11:56:11,115 - mmaction - INFO - Epoch [200][940/2147] lr: 2.348e-02, eta: 2 days, 8:44:43, time: 1.572, data_time: 0.006, memory: 16628, top1_acc: 0.5085, top5_acc: 0.7594, loss_cls: 2.0692, loss: 2.0692, grad_norm: 3.6725 2021-01-27 11:56:51,426 - mmaction - INFO - Epoch [200][960/2147] lr: 2.348e-02, eta: 2 days, 8:44:11, time: 2.019, data_time: 0.011, memory: 16628, top1_acc: 0.5161, top5_acc: 0.7375, loss_cls: 2.1611, loss: 2.1611, grad_norm: 3.5882 2021-01-27 11:57:31,498 - mmaction - INFO - Epoch [200][980/2147] lr: 2.348e-02, eta: 2 days, 8:43:40, time: 2.005, data_time: 0.091, memory: 16628, top1_acc: 0.5460, top5_acc: 0.7616, loss_cls: 2.0276, loss: 2.0276, grad_norm: 3.5006 2021-01-27 11:58:03,002 - mmaction - INFO - Epoch [200][1000/2147] lr: 2.348e-02, eta: 2 days, 8:43:05, time: 1.574, data_time: 0.013, memory: 16628, top1_acc: 0.5214, top5_acc: 0.7482, loss_cls: 2.1018, loss: 2.1018, grad_norm: 3.5636 2021-01-27 11:58:33,547 - mmaction - INFO - Epoch [200][1020/2147] lr: 2.348e-02, eta: 2 days, 8:42:31, time: 1.533, data_time: 0.018, memory: 16628, top1_acc: 0.5165, top5_acc: 0.7621, loss_cls: 2.0457, loss: 2.0457, grad_norm: 3.5353 2021-01-27 11:59:05,006 - mmaction - INFO - Epoch [200][1040/2147] lr: 2.348e-02, eta: 2 days, 8:41:56, time: 1.559, data_time: 0.003, memory: 16628, top1_acc: 0.5348, top5_acc: 0.7647, loss_cls: 1.9956, loss: 1.9956, grad_norm: 3.5046 2021-01-27 11:59:34,183 - mmaction - INFO - Epoch [200][1060/2147] lr: 2.348e-02, eta: 2 days, 8:41:22, time: 1.462, data_time: 0.019, memory: 16628, top1_acc: 0.4978, top5_acc: 0.7451, loss_cls: 2.1142, loss: 2.1142, grad_norm: 3.7233 2021-01-27 12:00:09,700 - mmaction - INFO - Epoch [200][1080/2147] lr: 2.348e-02, eta: 2 days, 8:40:48, time: 1.786, data_time: 0.015, memory: 16628, top1_acc: 0.5326, top5_acc: 0.7674, loss_cls: 2.0110, loss: 2.0110, grad_norm: 3.6617 2021-01-27 12:00:38,938 - mmaction - INFO - Epoch [200][1100/2147] lr: 2.348e-02, eta: 2 days, 8:40:13, time: 1.432, data_time: 0.004, memory: 16628, top1_acc: 0.5138, top5_acc: 0.7393, loss_cls: 2.1380, loss: 2.1380, grad_norm: 3.6274 2021-01-27 12:01:11,491 - mmaction - INFO - Epoch [200][1120/2147] lr: 2.348e-02, eta: 2 days, 8:39:39, time: 1.580, data_time: 0.042, memory: 16628, top1_acc: 0.5228, top5_acc: 0.7589, loss_cls: 2.0338, loss: 2.0338, grad_norm: 3.6022 2021-01-27 12:01:48,395 - mmaction - INFO - Epoch [200][1140/2147] lr: 2.348e-02, eta: 2 days, 8:39:06, time: 1.840, data_time: 0.086, memory: 16628, top1_acc: 0.5290, top5_acc: 0.7482, loss_cls: 2.0828, loss: 2.0828, grad_norm: 3.5299 2021-01-27 12:02:17,973 - mmaction - INFO - Epoch [200][1160/2147] lr: 2.348e-02, eta: 2 days, 8:38:32, time: 1.561, data_time: 0.118, memory: 16628, top1_acc: 0.5062, top5_acc: 0.7696, loss_cls: 2.0428, loss: 2.0428, grad_norm: 3.5263 2021-01-27 12:02:46,537 - mmaction - INFO - Epoch [200][1180/2147] lr: 2.348e-02, eta: 2 days, 8:37:57, time: 1.430, data_time: 0.010, memory: 16628, top1_acc: 0.5098, top5_acc: 0.7330, loss_cls: 2.1438, loss: 2.1438, grad_norm: 3.5255 2021-01-27 12:03:15,945 - mmaction - INFO - Epoch [200][1200/2147] lr: 2.348e-02, eta: 2 days, 8:37:22, time: 1.471, data_time: 0.004, memory: 16628, top1_acc: 0.5196, top5_acc: 0.7540, loss_cls: 2.0909, loss: 2.0909, grad_norm: 3.4895 2021-01-27 12:03:45,673 - mmaction - INFO - Epoch [200][1220/2147] lr: 2.348e-02, eta: 2 days, 8:36:47, time: 1.481, data_time: 0.005, memory: 16628, top1_acc: 0.5384, top5_acc: 0.7647, loss_cls: 2.0339, loss: 2.0339, grad_norm: 3.5811 2021-01-27 12:04:18,216 - mmaction - INFO - Epoch [200][1240/2147] lr: 2.348e-02, eta: 2 days, 8:36:13, time: 1.619, data_time: 0.006, memory: 16628, top1_acc: 0.5268, top5_acc: 0.7464, loss_cls: 2.0971, loss: 2.0971, grad_norm: 3.6367 2021-01-27 12:04:52,146 - mmaction - INFO - Epoch [200][1260/2147] lr: 2.348e-02, eta: 2 days, 8:35:40, time: 1.710, data_time: 0.021, memory: 16628, top1_acc: 0.5116, top5_acc: 0.7455, loss_cls: 2.0965, loss: 2.0965, grad_norm: 3.5817 2021-01-27 12:05:24,490 - mmaction - INFO - Epoch [200][1280/2147] lr: 2.348e-02, eta: 2 days, 8:35:06, time: 1.613, data_time: 0.002, memory: 16628, top1_acc: 0.5241, top5_acc: 0.7464, loss_cls: 2.0842, loss: 2.0842, grad_norm: 3.5612 2021-01-27 12:06:13,766 - mmaction - INFO - Epoch [200][1300/2147] lr: 2.348e-02, eta: 2 days, 8:34:37, time: 2.444, data_time: 0.008, memory: 16628, top1_acc: 0.5179, top5_acc: 0.7420, loss_cls: 2.0998, loss: 2.0998, grad_norm: 3.5988 2021-01-27 12:06:58,455 - mmaction - INFO - Epoch [200][1320/2147] lr: 2.348e-02, eta: 2 days, 8:34:06, time: 2.253, data_time: 0.093, memory: 16628, top1_acc: 0.5161, top5_acc: 0.7643, loss_cls: 2.0383, loss: 2.0383, grad_norm: 3.5432 2021-01-27 12:07:30,236 - mmaction - INFO - Epoch [200][1340/2147] lr: 2.348e-02, eta: 2 days, 8:33:32, time: 1.591, data_time: 0.010, memory: 16628, top1_acc: 0.5299, top5_acc: 0.7446, loss_cls: 2.0644, loss: 2.0644, grad_norm: 3.5190 2021-01-27 12:08:16,999 - mmaction - INFO - Epoch [200][1360/2147] lr: 2.348e-02, eta: 2 days, 8:33:02, time: 2.334, data_time: 0.008, memory: 16628, top1_acc: 0.5344, top5_acc: 0.7625, loss_cls: 2.0134, loss: 2.0134, grad_norm: 3.5650 2021-01-27 12:08:54,836 - mmaction - INFO - Epoch [200][1380/2147] lr: 2.348e-02, eta: 2 days, 8:32:30, time: 1.886, data_time: 0.009, memory: 16628, top1_acc: 0.5219, top5_acc: 0.7496, loss_cls: 2.0790, loss: 2.0790, grad_norm: 3.6390 2021-01-27 12:09:25,631 - mmaction - INFO - Epoch [200][1400/2147] lr: 2.348e-02, eta: 2 days, 8:31:55, time: 1.553, data_time: 0.019, memory: 16628, top1_acc: 0.5036, top5_acc: 0.7442, loss_cls: 2.1575, loss: 2.1575, grad_norm: 3.6705 2021-01-27 12:09:56,999 - mmaction - INFO - Epoch [200][1420/2147] lr: 2.348e-02, eta: 2 days, 8:31:21, time: 1.561, data_time: 0.007, memory: 16628, top1_acc: 0.5214, top5_acc: 0.7496, loss_cls: 2.0593, loss: 2.0593, grad_norm: 3.5513 2021-01-27 12:10:26,047 - mmaction - INFO - Epoch [200][1440/2147] lr: 2.348e-02, eta: 2 days, 8:30:46, time: 1.457, data_time: 0.009, memory: 16628, top1_acc: 0.5174, top5_acc: 0.7460, loss_cls: 2.0481, loss: 2.0481, grad_norm: 3.5807 2021-01-27 12:10:55,562 - mmaction - INFO - Epoch [200][1460/2147] lr: 2.348e-02, eta: 2 days, 8:30:11, time: 1.478, data_time: 0.006, memory: 16628, top1_acc: 0.5277, top5_acc: 0.7576, loss_cls: 2.0453, loss: 2.0453, grad_norm: 3.5530 2021-01-27 12:11:29,460 - mmaction - INFO - Epoch [200][1480/2147] lr: 2.348e-02, eta: 2 days, 8:29:38, time: 1.687, data_time: 0.005, memory: 16628, top1_acc: 0.5219, top5_acc: 0.7482, loss_cls: 2.0760, loss: 2.0760, grad_norm: 3.5469 2021-01-27 12:12:23,253 - mmaction - INFO - Epoch [200][1500/2147] lr: 2.348e-02, eta: 2 days, 8:29:10, time: 2.683, data_time: 0.085, memory: 16628, top1_acc: 0.5085, top5_acc: 0.7451, loss_cls: 2.0920, loss: 2.0920, grad_norm: 3.5766 2021-01-27 12:12:58,330 - mmaction - INFO - Epoch [200][1520/2147] lr: 2.348e-02, eta: 2 days, 8:28:36, time: 1.717, data_time: 0.016, memory: 16628, top1_acc: 0.5205, top5_acc: 0.7540, loss_cls: 2.1176, loss: 2.1176, grad_norm: 3.5761 2021-01-27 12:13:31,269 - mmaction - INFO - Epoch [200][1540/2147] lr: 2.348e-02, eta: 2 days, 8:28:02, time: 1.692, data_time: 0.053, memory: 16628, top1_acc: 0.5089, top5_acc: 0.7500, loss_cls: 2.1223, loss: 2.1223, grad_norm: 3.6248 2021-01-27 12:14:09,989 - mmaction - INFO - Epoch [200][1560/2147] lr: 2.348e-02, eta: 2 days, 8:27:30, time: 1.916, data_time: 0.008, memory: 16628, top1_acc: 0.5268, top5_acc: 0.7576, loss_cls: 2.0625, loss: 2.0625, grad_norm: 3.4804 2021-01-27 12:14:38,917 - mmaction - INFO - Epoch [200][1580/2147] lr: 2.348e-02, eta: 2 days, 8:26:55, time: 1.473, data_time: 0.033, memory: 16628, top1_acc: 0.5129, top5_acc: 0.7451, loss_cls: 2.1008, loss: 2.1008, grad_norm: 3.6432 2021-01-27 12:15:13,049 - mmaction - INFO - Epoch [200][1600/2147] lr: 2.348e-02, eta: 2 days, 8:26:22, time: 1.705, data_time: 0.004, memory: 16628, top1_acc: 0.5116, top5_acc: 0.7500, loss_cls: 2.1268, loss: 2.1268, grad_norm: 3.5751 2021-01-27 12:15:44,080 - mmaction - INFO - Epoch [200][1620/2147] lr: 2.348e-02, eta: 2 days, 8:25:47, time: 1.553, data_time: 0.006, memory: 16628, top1_acc: 0.5317, top5_acc: 0.7580, loss_cls: 2.0326, loss: 2.0326, grad_norm: 3.6067 2021-01-27 12:16:15,751 - mmaction - INFO - Epoch [200][1640/2147] lr: 2.348e-02, eta: 2 days, 8:25:13, time: 1.581, data_time: 0.006, memory: 16628, top1_acc: 0.5219, top5_acc: 0.7487, loss_cls: 2.0842, loss: 2.0842, grad_norm: 3.6331 2021-01-27 12:16:56,195 - mmaction - INFO - Epoch [200][1660/2147] lr: 2.348e-02, eta: 2 days, 8:24:41, time: 2.017, data_time: 0.005, memory: 16628, top1_acc: 0.5263, top5_acc: 0.7625, loss_cls: 2.0003, loss: 2.0003, grad_norm: 3.4858 2021-01-27 12:17:26,049 - mmaction - INFO - Epoch [200][1680/2147] lr: 2.348e-02, eta: 2 days, 8:24:07, time: 1.499, data_time: 0.013, memory: 16628, top1_acc: 0.5054, top5_acc: 0.7384, loss_cls: 2.1657, loss: 2.1657, grad_norm: 3.6435 2021-01-27 12:18:01,860 - mmaction - INFO - Epoch [200][1700/2147] lr: 2.348e-02, eta: 2 days, 8:23:34, time: 1.778, data_time: 0.006, memory: 16628, top1_acc: 0.5330, top5_acc: 0.7674, loss_cls: 2.0200, loss: 2.0200, grad_norm: 3.6239 2021-01-27 12:18:34,021 - mmaction - INFO - Epoch [200][1720/2147] lr: 2.348e-02, eta: 2 days, 8:23:00, time: 1.620, data_time: 0.036, memory: 16628, top1_acc: 0.5192, top5_acc: 0.7446, loss_cls: 2.1132, loss: 2.1132, grad_norm: 3.6266 2021-01-27 12:19:05,839 - mmaction - INFO - Epoch [200][1740/2147] lr: 2.348e-02, eta: 2 days, 8:22:26, time: 1.591, data_time: 0.006, memory: 16628, top1_acc: 0.5246, top5_acc: 0.7509, loss_cls: 2.0897, loss: 2.0897, grad_norm: 3.5945 2021-01-27 12:19:38,262 - mmaction - INFO - Epoch [200][1760/2147] lr: 2.348e-02, eta: 2 days, 8:21:52, time: 1.618, data_time: 0.004, memory: 16628, top1_acc: 0.5232, top5_acc: 0.7504, loss_cls: 2.1140, loss: 2.1140, grad_norm: 3.5235 2021-01-27 12:20:12,828 - mmaction - INFO - Epoch [200][1780/2147] lr: 2.348e-02, eta: 2 days, 8:21:18, time: 1.731, data_time: 0.009, memory: 16628, top1_acc: 0.5098, top5_acc: 0.7527, loss_cls: 2.0742, loss: 2.0742, grad_norm: 3.5553 2021-01-27 12:20:45,124 - mmaction - INFO - Epoch [200][1800/2147] lr: 2.348e-02, eta: 2 days, 8:20:44, time: 1.603, data_time: 0.004, memory: 16628, top1_acc: 0.5143, top5_acc: 0.7536, loss_cls: 2.0829, loss: 2.0829, grad_norm: 3.5680 2021-01-27 12:21:14,072 - mmaction - INFO - Epoch [200][1820/2147] lr: 2.348e-02, eta: 2 days, 8:20:09, time: 1.439, data_time: 0.016, memory: 16628, top1_acc: 0.5250, top5_acc: 0.7420, loss_cls: 2.0917, loss: 2.0917, grad_norm: 3.5219 2021-01-27 12:22:02,081 - mmaction - INFO - Epoch [200][1840/2147] lr: 2.348e-02, eta: 2 days, 8:19:40, time: 2.415, data_time: 0.038, memory: 16628, top1_acc: 0.5125, top5_acc: 0.7429, loss_cls: 2.1236, loss: 2.1236, grad_norm: 3.6081 2021-01-27 12:22:34,546 - mmaction - INFO - Epoch [200][1860/2147] lr: 2.348e-02, eta: 2 days, 8:19:06, time: 1.627, data_time: 0.018, memory: 16628, top1_acc: 0.4929, top5_acc: 0.7232, loss_cls: 2.1897, loss: 2.1897, grad_norm: 3.5587 2021-01-27 12:23:08,132 - mmaction - INFO - Epoch [200][1880/2147] lr: 2.348e-02, eta: 2 days, 8:18:32, time: 1.674, data_time: 0.008, memory: 16628, top1_acc: 0.5281, top5_acc: 0.7603, loss_cls: 2.0354, loss: 2.0354, grad_norm: 3.5075 2021-01-27 12:23:44,101 - mmaction - INFO - Epoch [200][1900/2147] lr: 2.348e-02, eta: 2 days, 8:17:59, time: 1.808, data_time: 0.020, memory: 16628, top1_acc: 0.5183, top5_acc: 0.7379, loss_cls: 2.1194, loss: 2.1194, grad_norm: 3.4978 2021-01-27 12:24:17,537 - mmaction - INFO - Epoch [200][1920/2147] lr: 2.348e-02, eta: 2 days, 8:17:25, time: 1.668, data_time: 0.005, memory: 16628, top1_acc: 0.5237, top5_acc: 0.7455, loss_cls: 2.0822, loss: 2.0822, grad_norm: 3.5499 2021-01-27 12:24:48,585 - mmaction - INFO - Epoch [200][1940/2147] lr: 2.348e-02, eta: 2 days, 8:16:51, time: 1.553, data_time: 0.012, memory: 16628, top1_acc: 0.5254, top5_acc: 0.7527, loss_cls: 2.0219, loss: 2.0219, grad_norm: 3.5698 2021-01-27 12:25:17,212 - mmaction - INFO - Epoch [200][1960/2147] lr: 2.348e-02, eta: 2 days, 8:16:16, time: 1.434, data_time: 0.005, memory: 16628, top1_acc: 0.5170, top5_acc: 0.7344, loss_cls: 2.1603, loss: 2.1603, grad_norm: 3.6377 2021-01-27 12:25:49,855 - mmaction - INFO - Epoch [200][1980/2147] lr: 2.348e-02, eta: 2 days, 8:15:42, time: 1.631, data_time: 0.008, memory: 16628, top1_acc: 0.5179, top5_acc: 0.7402, loss_cls: 2.1302, loss: 2.1302, grad_norm: 3.5230 2021-01-27 12:26:21,987 - mmaction - INFO - Epoch [200][2000/2147] lr: 2.348e-02, eta: 2 days, 8:15:08, time: 1.606, data_time: 0.004, memory: 16628, top1_acc: 0.5402, top5_acc: 0.7607, loss_cls: 1.9819, loss: 1.9819, grad_norm: 3.4081 2021-01-27 12:27:08,575 - mmaction - INFO - Epoch [200][2020/2147] lr: 2.348e-02, eta: 2 days, 8:14:38, time: 2.324, data_time: 0.005, memory: 16628, top1_acc: 0.5263, top5_acc: 0.7496, loss_cls: 2.0495, loss: 2.0495, grad_norm: 3.5806 2021-01-27 12:27:53,651 - mmaction - INFO - Epoch [200][2040/2147] lr: 2.348e-02, eta: 2 days, 8:14:07, time: 2.131, data_time: 0.025, memory: 16628, top1_acc: 0.5263, top5_acc: 0.7491, loss_cls: 2.0485, loss: 2.0485, grad_norm: 3.5433 2021-01-27 12:28:40,068 - mmaction - INFO - Epoch [200][2060/2147] lr: 2.348e-02, eta: 2 days, 8:13:37, time: 2.426, data_time: 0.374, memory: 16628, top1_acc: 0.5125, top5_acc: 0.7379, loss_cls: 2.1116, loss: 2.1116, grad_norm: 3.6355 2021-01-27 12:29:13,505 - mmaction - INFO - Epoch [200][2080/2147] lr: 2.348e-02, eta: 2 days, 8:13:03, time: 1.687, data_time: 0.066, memory: 16628, top1_acc: 0.5214, top5_acc: 0.7536, loss_cls: 2.0394, loss: 2.0394, grad_norm: 3.5656 2021-01-27 12:29:47,627 - mmaction - INFO - Epoch [200][2100/2147] lr: 2.348e-02, eta: 2 days, 8:12:30, time: 1.664, data_time: 0.021, memory: 16628, top1_acc: 0.5312, top5_acc: 0.7754, loss_cls: 1.9778, loss: 1.9778, grad_norm: 3.4230 2021-01-27 12:30:20,667 - mmaction - INFO - Epoch [200][2120/2147] lr: 2.348e-02, eta: 2 days, 8:11:56, time: 1.702, data_time: 0.125, memory: 16628, top1_acc: 0.5183, top5_acc: 0.7442, loss_cls: 2.0983, loss: 2.0983, grad_norm: 3.6211 2021-01-27 12:30:52,097 - mmaction - INFO - Epoch [200][2140/2147] lr: 2.348e-02, eta: 2 days, 8:11:22, time: 1.573, data_time: 0.005, memory: 16628, top1_acc: 0.5196, top5_acc: 0.7429, loss_cls: 2.1008, loss: 2.1008, grad_norm: 3.4839 2021-01-27 12:31:36,243 - mmaction - INFO - Saving checkpoint at 200 epochs 2021-01-27 12:59:29,728 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-27 12:59:30,620 - mmaction - INFO - top1_acc 0.5952 top5_acc 0.8258 2021-01-27 12:59:30,620 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-27 12:59:30,677 - mmaction - INFO - mean_acc 0.5951 2021-01-27 12:59:30,678 - mmaction - INFO - Now best checkpoint is epoch_200.pth 2021-01-27 12:59:30,703 - mmaction - INFO - Epoch(val) [200][2147] top1_acc: 0.5952, top5_acc: 0.8258, mean_class_accuracy: 0.5951 2021-01-27 13:07:42,100 - mmaction - INFO - Epoch [201][20/2147] lr: 2.270e-02, eta: 2 days, 8:12:41, time: 24.550, data_time: 22.512, memory: 16628, top1_acc: 0.5268, top5_acc: 0.7571, loss_cls: 2.0527, loss: 2.0527, grad_norm: 3.4712 2021-01-27 13:08:22,914 - mmaction - INFO - Epoch [201][40/2147] lr: 2.270e-02, eta: 2 days, 8:12:10, time: 2.044, data_time: 0.024, memory: 16628, top1_acc: 0.5415, top5_acc: 0.7688, loss_cls: 2.0015, loss: 2.0015, grad_norm: 3.5003 2021-01-27 13:08:55,245 - mmaction - INFO - Epoch [201][60/2147] lr: 2.270e-02, eta: 2 days, 8:11:36, time: 1.612, data_time: 0.031, memory: 16628, top1_acc: 0.5321, top5_acc: 0.7567, loss_cls: 2.0721, loss: 2.0721, grad_norm: 3.6206 2021-01-27 13:09:27,274 - mmaction - INFO - Epoch [201][80/2147] lr: 2.270e-02, eta: 2 days, 8:11:01, time: 1.614, data_time: 0.025, memory: 16628, top1_acc: 0.5183, top5_acc: 0.7504, loss_cls: 2.1163, loss: 2.1163, grad_norm: 3.6745 2021-01-27 13:10:02,301 - mmaction - INFO - Epoch [201][100/2147] lr: 2.270e-02, eta: 2 days, 8:10:28, time: 1.743, data_time: 0.138, memory: 16628, top1_acc: 0.5152, top5_acc: 0.7500, loss_cls: 2.0712, loss: 2.0712, grad_norm: 3.5263 2021-01-27 13:10:35,981 - mmaction - INFO - Epoch [201][120/2147] lr: 2.270e-02, eta: 2 days, 8:09:55, time: 1.693, data_time: 0.020, memory: 16628, top1_acc: 0.5339, top5_acc: 0.7629, loss_cls: 2.0227, loss: 2.0227, grad_norm: 3.4950 2021-01-27 13:11:04,774 - mmaction - INFO - Epoch [201][140/2147] lr: 2.270e-02, eta: 2 days, 8:09:20, time: 1.443, data_time: 0.009, memory: 16628, top1_acc: 0.5455, top5_acc: 0.7714, loss_cls: 1.9488, loss: 1.9488, grad_norm: 3.5512 2021-01-27 13:11:54,562 - mmaction - INFO - Epoch [201][160/2147] lr: 2.270e-02, eta: 2 days, 8:08:50, time: 2.439, data_time: 0.006, memory: 16628, top1_acc: 0.5308, top5_acc: 0.7522, loss_cls: 2.0771, loss: 2.0771, grad_norm: 3.6740 2021-01-27 13:12:26,136 - mmaction - INFO - Epoch [201][180/2147] lr: 2.270e-02, eta: 2 days, 8:08:16, time: 1.629, data_time: 0.059, memory: 16628, top1_acc: 0.5371, top5_acc: 0.7732, loss_cls: 2.0005, loss: 2.0005, grad_norm: 3.5698 2021-01-27 13:13:01,145 - mmaction - INFO - Epoch [201][200/2147] lr: 2.270e-02, eta: 2 days, 8:07:43, time: 1.748, data_time: 0.006, memory: 16628, top1_acc: 0.5388, top5_acc: 0.7683, loss_cls: 1.9927, loss: 1.9927, grad_norm: 3.5869 2021-01-27 13:13:33,237 - mmaction - INFO - Epoch [201][220/2147] lr: 2.270e-02, eta: 2 days, 8:07:09, time: 1.605, data_time: 0.007, memory: 16628, top1_acc: 0.5312, top5_acc: 0.7710, loss_cls: 2.0344, loss: 2.0344, grad_norm: 3.6581 2021-01-27 13:14:02,361 - mmaction - INFO - Epoch [201][240/2147] lr: 2.270e-02, eta: 2 days, 8:06:34, time: 1.458, data_time: 0.008, memory: 16628, top1_acc: 0.5330, top5_acc: 0.7571, loss_cls: 2.0241, loss: 2.0241, grad_norm: 3.6471 2021-01-27 13:14:34,286 - mmaction - INFO - Epoch [201][260/2147] lr: 2.270e-02, eta: 2 days, 8:06:00, time: 1.585, data_time: 0.006, memory: 16628, top1_acc: 0.5219, top5_acc: 0.7540, loss_cls: 2.0429, loss: 2.0429, grad_norm: 3.6173 2021-01-27 13:15:12,476 - mmaction - INFO - Epoch [201][280/2147] lr: 2.270e-02, eta: 2 days, 8:05:27, time: 1.919, data_time: 0.012, memory: 16628, top1_acc: 0.5223, top5_acc: 0.7598, loss_cls: 2.0335, loss: 2.0335, grad_norm: 3.6730 2021-01-27 13:15:46,166 - mmaction - INFO - Epoch [201][300/2147] lr: 2.270e-02, eta: 2 days, 8:04:54, time: 1.680, data_time: 0.004, memory: 16628, top1_acc: 0.5348, top5_acc: 0.7670, loss_cls: 2.0446, loss: 2.0446, grad_norm: 3.6081 2021-01-27 13:16:17,708 - mmaction - INFO - Epoch [201][320/2147] lr: 2.270e-02, eta: 2 days, 8:04:19, time: 1.579, data_time: 0.012, memory: 16628, top1_acc: 0.5415, top5_acc: 0.7589, loss_cls: 2.0277, loss: 2.0277, grad_norm: 3.5132 2021-01-27 13:16:58,602 - mmaction - INFO - Epoch [201][340/2147] lr: 2.270e-02, eta: 2 days, 8:03:48, time: 2.045, data_time: 0.006, memory: 16628, top1_acc: 0.5210, top5_acc: 0.7487, loss_cls: 2.0608, loss: 2.0608, grad_norm: 3.5694 2021-01-27 13:17:27,672 - mmaction - INFO - Epoch [201][360/2147] lr: 2.270e-02, eta: 2 days, 8:03:13, time: 1.455, data_time: 0.007, memory: 16628, top1_acc: 0.5362, top5_acc: 0.7647, loss_cls: 1.9869, loss: 1.9869, grad_norm: 3.6490 2021-01-27 13:17:56,561 - mmaction - INFO - Epoch [201][380/2147] lr: 2.270e-02, eta: 2 days, 8:02:38, time: 1.447, data_time: 0.010, memory: 16628, top1_acc: 0.5147, top5_acc: 0.7384, loss_cls: 2.1425, loss: 2.1425, grad_norm: 3.6910 2021-01-27 13:18:28,467 - mmaction - INFO - Epoch [201][400/2147] lr: 2.270e-02, eta: 2 days, 8:02:04, time: 1.595, data_time: 0.142, memory: 16628, top1_acc: 0.5219, top5_acc: 0.7661, loss_cls: 2.0275, loss: 2.0275, grad_norm: 3.5873 2021-01-27 13:19:00,360 - mmaction - INFO - Epoch [201][420/2147] lr: 2.270e-02, eta: 2 days, 8:01:29, time: 1.593, data_time: 0.011, memory: 16628, top1_acc: 0.5201, top5_acc: 0.7522, loss_cls: 2.0630, loss: 2.0630, grad_norm: 3.6498 2021-01-27 13:19:30,423 - mmaction - INFO - Epoch [201][440/2147] lr: 2.270e-02, eta: 2 days, 8:00:55, time: 1.504, data_time: 0.005, memory: 16628, top1_acc: 0.5277, top5_acc: 0.7589, loss_cls: 2.0563, loss: 2.0563, grad_norm: 3.6195 2021-01-27 13:20:00,970 - mmaction - INFO - Epoch [201][460/2147] lr: 2.270e-02, eta: 2 days, 8:00:20, time: 1.475, data_time: 0.002, memory: 16628, top1_acc: 0.5228, top5_acc: 0.7527, loss_cls: 2.0486, loss: 2.0486, grad_norm: 3.6343 2021-01-27 13:20:37,873 - mmaction - INFO - Epoch [201][480/2147] lr: 2.270e-02, eta: 2 days, 7:59:47, time: 1.898, data_time: 0.068, memory: 16628, top1_acc: 0.5344, top5_acc: 0.7562, loss_cls: 2.0275, loss: 2.0275, grad_norm: 3.5735 2021-01-27 13:21:09,615 - mmaction - INFO - Epoch [201][500/2147] lr: 2.270e-02, eta: 2 days, 7:59:13, time: 1.544, data_time: 0.002, memory: 16628, top1_acc: 0.5187, top5_acc: 0.7540, loss_cls: 2.0443, loss: 2.0443, grad_norm: 3.6449 2021-01-27 13:21:59,162 - mmaction - INFO - Epoch [201][520/2147] lr: 2.270e-02, eta: 2 days, 7:58:44, time: 2.514, data_time: 0.045, memory: 16628, top1_acc: 0.5174, top5_acc: 0.7603, loss_cls: 2.0511, loss: 2.0511, grad_norm: 3.6268 2021-01-27 13:22:34,152 - mmaction - INFO - Epoch [201][540/2147] lr: 2.270e-02, eta: 2 days, 7:58:11, time: 1.748, data_time: 0.010, memory: 16628, top1_acc: 0.5174, top5_acc: 0.7571, loss_cls: 2.0498, loss: 2.0498, grad_norm: 3.6011 2021-01-27 13:23:11,593 - mmaction - INFO - Epoch [201][560/2147] lr: 2.270e-02, eta: 2 days, 7:57:38, time: 1.880, data_time: 0.011, memory: 16628, top1_acc: 0.5384, top5_acc: 0.7679, loss_cls: 1.9860, loss: 1.9860, grad_norm: 3.5171 2021-01-27 13:23:40,773 - mmaction - INFO - Epoch [201][580/2147] lr: 2.270e-02, eta: 2 days, 7:57:03, time: 1.459, data_time: 0.005, memory: 16628, top1_acc: 0.5473, top5_acc: 0.7585, loss_cls: 1.9938, loss: 1.9938, grad_norm: 3.5745 2021-01-27 13:24:11,462 - mmaction - INFO - Epoch [201][600/2147] lr: 2.270e-02, eta: 2 days, 7:56:29, time: 1.534, data_time: 0.002, memory: 16628, top1_acc: 0.5192, top5_acc: 0.7598, loss_cls: 2.0319, loss: 2.0319, grad_norm: 3.6320 2021-01-27 13:24:42,304 - mmaction - INFO - Epoch [201][620/2147] lr: 2.270e-02, eta: 2 days, 7:55:54, time: 1.542, data_time: 0.008, memory: 16628, top1_acc: 0.5143, top5_acc: 0.7513, loss_cls: 2.0764, loss: 2.0764, grad_norm: 3.6296 2021-01-27 13:25:15,798 - mmaction - INFO - Epoch [201][640/2147] lr: 2.270e-02, eta: 2 days, 7:55:20, time: 1.670, data_time: 0.003, memory: 16628, top1_acc: 0.5250, top5_acc: 0.7518, loss_cls: 2.0840, loss: 2.0840, grad_norm: 3.6926 2021-01-27 13:25:49,731 - mmaction - INFO - Epoch [201][660/2147] lr: 2.270e-02, eta: 2 days, 7:54:47, time: 1.695, data_time: 0.014, memory: 16628, top1_acc: 0.5281, top5_acc: 0.7531, loss_cls: 2.0983, loss: 2.0983, grad_norm: 3.5754 2021-01-27 13:26:22,419 - mmaction - INFO - Epoch [201][680/2147] lr: 2.270e-02, eta: 2 days, 7:54:13, time: 1.630, data_time: 0.011, memory: 16628, top1_acc: 0.5304, top5_acc: 0.7580, loss_cls: 2.0522, loss: 2.0522, grad_norm: 3.5682 2021-01-27 13:26:54,279 - mmaction - INFO - Epoch [201][700/2147] lr: 2.270e-02, eta: 2 days, 7:53:39, time: 1.604, data_time: 0.014, memory: 16628, top1_acc: 0.5286, top5_acc: 0.7491, loss_cls: 2.0429, loss: 2.0429, grad_norm: 3.6288 2021-01-27 13:27:26,668 - mmaction - INFO - Epoch [201][720/2147] lr: 2.270e-02, eta: 2 days, 7:53:05, time: 1.612, data_time: 0.012, memory: 16628, top1_acc: 0.5254, top5_acc: 0.7536, loss_cls: 2.0704, loss: 2.0704, grad_norm: 3.6134 2021-01-27 13:28:08,031 - mmaction - INFO - Epoch [201][740/2147] lr: 2.270e-02, eta: 2 days, 7:52:33, time: 2.073, data_time: 0.015, memory: 16628, top1_acc: 0.5344, top5_acc: 0.7652, loss_cls: 2.0246, loss: 2.0246, grad_norm: 3.6092 2021-01-27 13:28:46,113 - mmaction - INFO - Epoch [201][760/2147] lr: 2.270e-02, eta: 2 days, 7:52:01, time: 1.907, data_time: 0.013, memory: 16628, top1_acc: 0.5112, top5_acc: 0.7504, loss_cls: 2.0950, loss: 2.0950, grad_norm: 3.6315 2021-01-27 13:29:14,882 - mmaction - INFO - Epoch [201][780/2147] lr: 2.270e-02, eta: 2 days, 7:51:26, time: 1.420, data_time: 0.002, memory: 16628, top1_acc: 0.5214, top5_acc: 0.7513, loss_cls: 2.0977, loss: 2.0977, grad_norm: 3.6728 2021-01-27 13:29:43,827 - mmaction - INFO - Epoch [201][800/2147] lr: 2.270e-02, eta: 2 days, 7:50:51, time: 1.462, data_time: 0.022, memory: 16628, top1_acc: 0.5183, top5_acc: 0.7442, loss_cls: 2.1149, loss: 2.1149, grad_norm: 3.6108 2021-01-27 13:30:16,411 - mmaction - INFO - Epoch [201][820/2147] lr: 2.270e-02, eta: 2 days, 7:50:17, time: 1.628, data_time: 0.004, memory: 16628, top1_acc: 0.5357, top5_acc: 0.7679, loss_cls: 1.9614, loss: 1.9614, grad_norm: 3.4931 2021-01-27 13:30:49,298 - mmaction - INFO - Epoch [201][840/2147] lr: 2.270e-02, eta: 2 days, 7:49:43, time: 1.640, data_time: 0.009, memory: 16628, top1_acc: 0.5384, top5_acc: 0.7634, loss_cls: 2.0158, loss: 2.0158, grad_norm: 3.6057 2021-01-27 13:31:20,426 - mmaction - INFO - Epoch [201][860/2147] lr: 2.270e-02, eta: 2 days, 7:49:08, time: 1.565, data_time: 0.025, memory: 16628, top1_acc: 0.5379, top5_acc: 0.7670, loss_cls: 1.9761, loss: 1.9761, grad_norm: 3.5239 2021-01-27 13:32:03,513 - mmaction - INFO - Epoch [201][880/2147] lr: 2.270e-02, eta: 2 days, 7:48:37, time: 2.144, data_time: 0.009, memory: 16628, top1_acc: 0.5237, top5_acc: 0.7567, loss_cls: 2.0372, loss: 2.0372, grad_norm: 3.5991 2021-01-27 13:32:34,339 - mmaction - INFO - Epoch [201][900/2147] lr: 2.270e-02, eta: 2 days, 7:48:03, time: 1.547, data_time: 0.014, memory: 16628, top1_acc: 0.5424, top5_acc: 0.7621, loss_cls: 1.9740, loss: 1.9740, grad_norm: 3.6069 2021-01-27 13:33:07,183 - mmaction - INFO - Epoch [201][920/2147] lr: 2.270e-02, eta: 2 days, 7:47:29, time: 1.647, data_time: 0.008, memory: 16628, top1_acc: 0.5232, top5_acc: 0.7536, loss_cls: 2.0759, loss: 2.0759, grad_norm: 3.6707 2021-01-27 13:33:35,514 - mmaction - INFO - Epoch [201][940/2147] lr: 2.270e-02, eta: 2 days, 7:46:54, time: 1.418, data_time: 0.004, memory: 16628, top1_acc: 0.5036, top5_acc: 0.7317, loss_cls: 2.1935, loss: 2.1935, grad_norm: 3.6819 2021-01-27 13:34:09,765 - mmaction - INFO - Epoch [201][960/2147] lr: 2.270e-02, eta: 2 days, 7:46:20, time: 1.709, data_time: 0.015, memory: 16628, top1_acc: 0.5112, top5_acc: 0.7504, loss_cls: 2.1137, loss: 2.1137, grad_norm: 3.6861 2021-01-27 13:34:54,610 - mmaction - INFO - Epoch [201][980/2147] lr: 2.270e-02, eta: 2 days, 7:45:50, time: 2.238, data_time: 0.004, memory: 16628, top1_acc: 0.5348, top5_acc: 0.7540, loss_cls: 2.0447, loss: 2.0447, grad_norm: 3.6276 2021-01-27 13:35:25,943 - mmaction - INFO - Epoch [201][1000/2147] lr: 2.270e-02, eta: 2 days, 7:45:16, time: 1.567, data_time: 0.013, memory: 16628, top1_acc: 0.5205, top5_acc: 0.7509, loss_cls: 2.0267, loss: 2.0267, grad_norm: 3.5427 2021-01-27 13:35:58,070 - mmaction - INFO - Epoch [201][1020/2147] lr: 2.270e-02, eta: 2 days, 7:44:41, time: 1.612, data_time: 0.013, memory: 16628, top1_acc: 0.5134, top5_acc: 0.7558, loss_cls: 2.0814, loss: 2.0814, grad_norm: 3.6793 2021-01-27 13:36:27,915 - mmaction - INFO - Epoch [201][1040/2147] lr: 2.270e-02, eta: 2 days, 7:44:07, time: 1.493, data_time: 0.006, memory: 16628, top1_acc: 0.5228, top5_acc: 0.7625, loss_cls: 2.0155, loss: 2.0155, grad_norm: 3.5795 2021-01-27 13:37:03,599 - mmaction - INFO - Epoch [201][1060/2147] lr: 2.270e-02, eta: 2 days, 7:43:34, time: 1.785, data_time: 0.004, memory: 16628, top1_acc: 0.5299, top5_acc: 0.7638, loss_cls: 2.0094, loss: 2.0094, grad_norm: 3.5812 2021-01-27 13:37:35,945 - mmaction - INFO - Epoch [201][1080/2147] lr: 2.270e-02, eta: 2 days, 7:43:00, time: 1.604, data_time: 0.007, memory: 16628, top1_acc: 0.5125, top5_acc: 0.7415, loss_cls: 2.0918, loss: 2.0918, grad_norm: 3.6525 2021-01-27 13:38:12,446 - mmaction - INFO - Epoch [201][1100/2147] lr: 2.270e-02, eta: 2 days, 7:42:27, time: 1.832, data_time: 0.018, memory: 16628, top1_acc: 0.5125, top5_acc: 0.7549, loss_cls: 2.0761, loss: 2.0761, grad_norm: 3.6436 2021-01-27 13:38:46,068 - mmaction - INFO - Epoch [201][1120/2147] lr: 2.270e-02, eta: 2 days, 7:41:53, time: 1.687, data_time: 0.010, memory: 16628, top1_acc: 0.5304, top5_acc: 0.7607, loss_cls: 2.0268, loss: 2.0268, grad_norm: 3.4975 2021-01-27 13:39:16,707 - mmaction - INFO - Epoch [201][1140/2147] lr: 2.270e-02, eta: 2 days, 7:41:19, time: 1.532, data_time: 0.002, memory: 16628, top1_acc: 0.5393, top5_acc: 0.7545, loss_cls: 2.0386, loss: 2.0386, grad_norm: 3.5934 2021-01-27 13:39:45,388 - mmaction - INFO - Epoch [201][1160/2147] lr: 2.270e-02, eta: 2 days, 7:40:43, time: 1.435, data_time: 0.003, memory: 16628, top1_acc: 0.5411, top5_acc: 0.7670, loss_cls: 1.9853, loss: 1.9853, grad_norm: 3.5701 2021-01-27 13:40:17,101 - mmaction - INFO - Epoch [201][1180/2147] lr: 2.270e-02, eta: 2 days, 7:40:09, time: 1.584, data_time: 0.002, memory: 16628, top1_acc: 0.5272, top5_acc: 0.7536, loss_cls: 2.0742, loss: 2.0742, grad_norm: 3.7086 2021-01-27 13:40:48,227 - mmaction - INFO - Epoch [201][1200/2147] lr: 2.270e-02, eta: 2 days, 7:39:35, time: 1.552, data_time: 0.010, memory: 16628, top1_acc: 0.5375, top5_acc: 0.7643, loss_cls: 1.9963, loss: 1.9963, grad_norm: 3.5891 2021-01-27 13:41:17,021 - mmaction - INFO - Epoch [201][1220/2147] lr: 2.270e-02, eta: 2 days, 7:39:00, time: 1.445, data_time: 0.009, memory: 16628, top1_acc: 0.5362, top5_acc: 0.7701, loss_cls: 1.9749, loss: 1.9749, grad_norm: 3.7608 2021-01-27 13:41:46,288 - mmaction - INFO - Epoch [201][1240/2147] lr: 2.270e-02, eta: 2 days, 7:38:25, time: 1.424, data_time: 0.005, memory: 16628, top1_acc: 0.5540, top5_acc: 0.7679, loss_cls: 1.9426, loss: 1.9426, grad_norm: 3.5623 2021-01-27 13:42:21,868 - mmaction - INFO - Epoch [201][1260/2147] lr: 2.270e-02, eta: 2 days, 7:37:52, time: 1.817, data_time: 0.043, memory: 16628, top1_acc: 0.5071, top5_acc: 0.7406, loss_cls: 2.1596, loss: 2.1596, grad_norm: 3.7493 2021-01-27 13:43:02,185 - mmaction - INFO - Epoch [201][1280/2147] lr: 2.270e-02, eta: 2 days, 7:37:20, time: 2.007, data_time: 0.008, memory: 16628, top1_acc: 0.5201, top5_acc: 0.7558, loss_cls: 2.0609, loss: 2.0609, grad_norm: 3.7231 2021-01-27 13:43:33,773 - mmaction - INFO - Epoch [201][1300/2147] lr: 2.270e-02, eta: 2 days, 7:36:46, time: 1.558, data_time: 0.015, memory: 16628, top1_acc: 0.5411, top5_acc: 0.7683, loss_cls: 1.9867, loss: 1.9867, grad_norm: 3.6588 2021-01-27 13:44:08,855 - mmaction - INFO - Epoch [201][1320/2147] lr: 2.270e-02, eta: 2 days, 7:36:12, time: 1.779, data_time: 0.044, memory: 16628, top1_acc: 0.5246, top5_acc: 0.7612, loss_cls: 2.0567, loss: 2.0567, grad_norm: 3.6279 2021-01-27 13:44:38,596 - mmaction - INFO - Epoch [201][1340/2147] lr: 2.270e-02, eta: 2 days, 7:35:38, time: 1.489, data_time: 0.046, memory: 16628, top1_acc: 0.5290, top5_acc: 0.7621, loss_cls: 2.0581, loss: 2.0581, grad_norm: 3.7023 2021-01-27 13:45:08,033 - mmaction - INFO - Epoch [201][1360/2147] lr: 2.270e-02, eta: 2 days, 7:35:03, time: 1.467, data_time: 0.011, memory: 16628, top1_acc: 0.5223, top5_acc: 0.7446, loss_cls: 2.0994, loss: 2.0994, grad_norm: 3.7027 2021-01-27 13:45:37,324 - mmaction - INFO - Epoch [201][1380/2147] lr: 2.270e-02, eta: 2 days, 7:34:28, time: 1.468, data_time: 0.012, memory: 16628, top1_acc: 0.5219, top5_acc: 0.7531, loss_cls: 2.0661, loss: 2.0661, grad_norm: 3.6208 2021-01-27 13:46:16,443 - mmaction - INFO - Epoch [201][1400/2147] lr: 2.270e-02, eta: 2 days, 7:33:56, time: 1.960, data_time: 0.022, memory: 16628, top1_acc: 0.5304, top5_acc: 0.7607, loss_cls: 2.0347, loss: 2.0347, grad_norm: 3.5670 2021-01-27 13:46:47,908 - mmaction - INFO - Epoch [201][1420/2147] lr: 2.270e-02, eta: 2 days, 7:33:22, time: 1.577, data_time: 0.010, memory: 16628, top1_acc: 0.5375, top5_acc: 0.7594, loss_cls: 1.9997, loss: 1.9997, grad_norm: 3.5634 2021-01-27 13:47:18,872 - mmaction - INFO - Epoch [201][1440/2147] lr: 2.270e-02, eta: 2 days, 7:32:47, time: 1.543, data_time: 0.003, memory: 16628, top1_acc: 0.5290, top5_acc: 0.7433, loss_cls: 2.0776, loss: 2.0776, grad_norm: 3.5560 2021-01-27 13:47:49,323 - mmaction - INFO - Epoch [201][1460/2147] lr: 2.270e-02, eta: 2 days, 7:32:13, time: 1.527, data_time: 0.013, memory: 16628, top1_acc: 0.5183, top5_acc: 0.7406, loss_cls: 2.1254, loss: 2.1254, grad_norm: 3.5084 2021-01-27 13:48:17,936 - mmaction - INFO - Epoch [201][1480/2147] lr: 2.270e-02, eta: 2 days, 7:31:38, time: 1.431, data_time: 0.002, memory: 16628, top1_acc: 0.5201, top5_acc: 0.7478, loss_cls: 2.0986, loss: 2.0986, grad_norm: 3.5719 2021-01-27 13:48:46,406 - mmaction - INFO - Epoch [201][1500/2147] lr: 2.270e-02, eta: 2 days, 7:31:02, time: 1.421, data_time: 0.003, memory: 16628, top1_acc: 0.5152, top5_acc: 0.7496, loss_cls: 2.0904, loss: 2.0904, grad_norm: 3.6164 2021-01-27 13:49:17,704 - mmaction - INFO - Epoch [201][1520/2147] lr: 2.270e-02, eta: 2 days, 7:30:28, time: 1.565, data_time: 0.012, memory: 16628, top1_acc: 0.5237, top5_acc: 0.7674, loss_cls: 2.0406, loss: 2.0406, grad_norm: 3.6927 2021-01-27 13:49:49,749 - mmaction - INFO - Epoch [201][1540/2147] lr: 2.270e-02, eta: 2 days, 7:29:54, time: 1.601, data_time: 0.009, memory: 16628, top1_acc: 0.5058, top5_acc: 0.7339, loss_cls: 2.1448, loss: 2.1448, grad_norm: 3.6716 2021-01-27 13:50:33,187 - mmaction - INFO - Epoch [201][1560/2147] lr: 2.270e-02, eta: 2 days, 7:29:23, time: 2.169, data_time: 0.004, memory: 16628, top1_acc: 0.5223, top5_acc: 0.7661, loss_cls: 2.0679, loss: 2.0679, grad_norm: 3.5615 2021-01-27 13:51:03,814 - mmaction - INFO - Epoch [201][1580/2147] lr: 2.270e-02, eta: 2 days, 7:28:48, time: 1.511, data_time: 0.058, memory: 16628, top1_acc: 0.5027, top5_acc: 0.7509, loss_cls: 2.1094, loss: 2.1094, grad_norm: 3.6099 2021-01-27 13:51:32,492 - mmaction - INFO - Epoch [201][1600/2147] lr: 2.270e-02, eta: 2 days, 7:28:14, time: 1.455, data_time: 0.034, memory: 16628, top1_acc: 0.5183, top5_acc: 0.7433, loss_cls: 2.0781, loss: 2.0781, grad_norm: 3.6247 2021-01-27 13:52:08,777 - mmaction - INFO - Epoch [201][1620/2147] lr: 2.270e-02, eta: 2 days, 7:27:41, time: 1.819, data_time: 0.150, memory: 16628, top1_acc: 0.5299, top5_acc: 0.7504, loss_cls: 2.0351, loss: 2.0351, grad_norm: 3.6591 2021-01-27 13:52:39,901 - mmaction - INFO - Epoch [201][1640/2147] lr: 2.270e-02, eta: 2 days, 7:27:06, time: 1.557, data_time: 0.007, memory: 16628, top1_acc: 0.5129, top5_acc: 0.7424, loss_cls: 2.1292, loss: 2.1292, grad_norm: 3.6400 2021-01-27 13:53:08,464 - mmaction - INFO - Epoch [201][1660/2147] lr: 2.270e-02, eta: 2 days, 7:26:31, time: 1.425, data_time: 0.003, memory: 16628, top1_acc: 0.5205, top5_acc: 0.7567, loss_cls: 2.0259, loss: 2.0259, grad_norm: 3.5553 2021-01-27 13:53:41,127 - mmaction - INFO - Epoch [201][1680/2147] lr: 2.270e-02, eta: 2 days, 7:25:57, time: 1.637, data_time: 0.009, memory: 16628, top1_acc: 0.5433, top5_acc: 0.7429, loss_cls: 2.0808, loss: 2.0808, grad_norm: 3.5872 2021-01-27 13:54:09,522 - mmaction - INFO - Epoch [201][1700/2147] lr: 2.270e-02, eta: 2 days, 7:25:22, time: 1.420, data_time: 0.002, memory: 16628, top1_acc: 0.5143, top5_acc: 0.7500, loss_cls: 2.1221, loss: 2.1221, grad_norm: 3.6483 2021-01-27 13:54:38,424 - mmaction - INFO - Epoch [201][1720/2147] lr: 2.270e-02, eta: 2 days, 7:24:47, time: 1.443, data_time: 0.002, memory: 16628, top1_acc: 0.5138, top5_acc: 0.7375, loss_cls: 2.1165, loss: 2.1165, grad_norm: 3.5936 2021-01-27 13:55:08,168 - mmaction - INFO - Epoch [201][1740/2147] lr: 2.270e-02, eta: 2 days, 7:24:12, time: 1.488, data_time: 0.005, memory: 16628, top1_acc: 0.5344, top5_acc: 0.7580, loss_cls: 2.0555, loss: 2.0555, grad_norm: 3.5660 2021-01-27 13:55:36,651 - mmaction - INFO - Epoch [201][1760/2147] lr: 2.270e-02, eta: 2 days, 7:23:37, time: 1.426, data_time: 0.008, memory: 16628, top1_acc: 0.5219, top5_acc: 0.7580, loss_cls: 2.0415, loss: 2.0415, grad_norm: 3.6141 2021-01-27 13:56:11,015 - mmaction - INFO - Epoch [201][1780/2147] lr: 2.270e-02, eta: 2 days, 7:23:04, time: 1.713, data_time: 0.002, memory: 16628, top1_acc: 0.5250, top5_acc: 0.7571, loss_cls: 1.9998, loss: 1.9998, grad_norm: 3.6246 2021-01-27 13:56:42,479 - mmaction - INFO - Epoch [201][1800/2147] lr: 2.270e-02, eta: 2 days, 7:22:29, time: 1.477, data_time: 0.029, memory: 16628, top1_acc: 0.5174, top5_acc: 0.7549, loss_cls: 2.0858, loss: 2.0858, grad_norm: 3.7028 2021-01-27 13:57:10,825 - mmaction - INFO - Epoch [201][1820/2147] lr: 2.270e-02, eta: 2 days, 7:21:54, time: 1.518, data_time: 0.106, memory: 16628, top1_acc: 0.5179, top5_acc: 0.7487, loss_cls: 2.0833, loss: 2.0833, grad_norm: 3.6264 2021-01-27 13:57:39,329 - mmaction - INFO - Epoch [201][1840/2147] lr: 2.270e-02, eta: 2 days, 7:21:19, time: 1.423, data_time: 0.003, memory: 16628, top1_acc: 0.5089, top5_acc: 0.7540, loss_cls: 2.1299, loss: 2.1299, grad_norm: 3.7200 2021-01-27 13:58:12,550 - mmaction - INFO - Epoch [201][1860/2147] lr: 2.270e-02, eta: 2 days, 7:20:46, time: 1.664, data_time: 0.009, memory: 16628, top1_acc: 0.5223, top5_acc: 0.7531, loss_cls: 2.0819, loss: 2.0819, grad_norm: 3.6143 2021-01-27 13:58:41,290 - mmaction - INFO - Epoch [201][1880/2147] lr: 2.270e-02, eta: 2 days, 7:20:11, time: 1.436, data_time: 0.001, memory: 16628, top1_acc: 0.5353, top5_acc: 0.7500, loss_cls: 2.0270, loss: 2.0270, grad_norm: 3.5755 2021-01-27 13:59:14,384 - mmaction - INFO - Epoch [201][1900/2147] lr: 2.270e-02, eta: 2 days, 7:19:37, time: 1.638, data_time: 0.007, memory: 16628, top1_acc: 0.5121, top5_acc: 0.7460, loss_cls: 2.1123, loss: 2.1123, grad_norm: 3.6892 2021-01-27 13:59:45,142 - mmaction - INFO - Epoch [201][1920/2147] lr: 2.270e-02, eta: 2 days, 7:19:02, time: 1.553, data_time: 0.022, memory: 16628, top1_acc: 0.5290, top5_acc: 0.7562, loss_cls: 2.0614, loss: 2.0614, grad_norm: 3.6706 2021-01-27 14:00:15,971 - mmaction - INFO - Epoch [201][1940/2147] lr: 2.270e-02, eta: 2 days, 7:18:28, time: 1.540, data_time: 0.007, memory: 16628, top1_acc: 0.5112, top5_acc: 0.7415, loss_cls: 2.1230, loss: 2.1230, grad_norm: 3.6333 2021-01-27 14:00:50,208 - mmaction - INFO - Epoch [201][1960/2147] lr: 2.270e-02, eta: 2 days, 7:17:54, time: 1.714, data_time: 0.009, memory: 16628, top1_acc: 0.5321, top5_acc: 0.7504, loss_cls: 2.0678, loss: 2.0678, grad_norm: 3.5004 2021-01-27 14:01:22,586 - mmaction - INFO - Epoch [201][1980/2147] lr: 2.270e-02, eta: 2 days, 7:17:20, time: 1.620, data_time: 0.004, memory: 16628, top1_acc: 0.5232, top5_acc: 0.7616, loss_cls: 2.0197, loss: 2.0197, grad_norm: 3.5526 2021-01-27 14:01:58,555 - mmaction - INFO - Epoch [201][2000/2147] lr: 2.270e-02, eta: 2 days, 7:16:47, time: 1.787, data_time: 0.004, memory: 16628, top1_acc: 0.5433, top5_acc: 0.7728, loss_cls: 1.9800, loss: 1.9800, grad_norm: 3.6000 2021-01-27 14:02:31,007 - mmaction - INFO - Epoch [201][2020/2147] lr: 2.270e-02, eta: 2 days, 7:16:13, time: 1.628, data_time: 0.018, memory: 16628, top1_acc: 0.5161, top5_acc: 0.7567, loss_cls: 2.0794, loss: 2.0794, grad_norm: 3.6001 2021-01-27 14:03:15,124 - mmaction - INFO - Epoch [201][2040/2147] lr: 2.270e-02, eta: 2 days, 7:15:42, time: 2.209, data_time: 0.010, memory: 16628, top1_acc: 0.5112, top5_acc: 0.7455, loss_cls: 2.1273, loss: 2.1273, grad_norm: 3.5965 2021-01-27 14:03:46,661 - mmaction - INFO - Epoch [201][2060/2147] lr: 2.270e-02, eta: 2 days, 7:15:08, time: 1.578, data_time: 0.016, memory: 16628, top1_acc: 0.5308, top5_acc: 0.7647, loss_cls: 2.0351, loss: 2.0351, grad_norm: 3.5621 2021-01-27 14:04:19,128 - mmaction - INFO - Epoch [201][2080/2147] lr: 2.270e-02, eta: 2 days, 7:14:34, time: 1.625, data_time: 0.009, memory: 16628, top1_acc: 0.5263, top5_acc: 0.7554, loss_cls: 2.0557, loss: 2.0557, grad_norm: 3.5995 2021-01-27 14:04:47,898 - mmaction - INFO - Epoch [201][2100/2147] lr: 2.270e-02, eta: 2 days, 7:13:59, time: 1.435, data_time: 0.003, memory: 16628, top1_acc: 0.5161, top5_acc: 0.7536, loss_cls: 2.0837, loss: 2.0837, grad_norm: 3.6620 2021-01-27 14:05:16,506 - mmaction - INFO - Epoch [201][2120/2147] lr: 2.270e-02, eta: 2 days, 7:13:24, time: 1.435, data_time: 0.006, memory: 16628, top1_acc: 0.5308, top5_acc: 0.7554, loss_cls: 2.0275, loss: 2.0275, grad_norm: 3.5798 2021-01-27 14:05:45,154 - mmaction - INFO - Epoch [201][2140/2147] lr: 2.270e-02, eta: 2 days, 7:12:49, time: 1.432, data_time: 0.002, memory: 16628, top1_acc: 0.5362, top5_acc: 0.7683, loss_cls: 1.9824, loss: 1.9824, grad_norm: 3.6774 2021-01-27 14:13:57,662 - mmaction - INFO - Epoch [202][20/2147] lr: 2.193e-02, eta: 2 days, 7:13:56, time: 22.839, data_time: 20.823, memory: 16628, top1_acc: 0.5433, top5_acc: 0.7621, loss_cls: 1.9977, loss: 1.9977, grad_norm: 3.5704 2021-01-27 14:14:26,374 - mmaction - INFO - Epoch [202][40/2147] lr: 2.193e-02, eta: 2 days, 7:13:21, time: 1.449, data_time: 0.022, memory: 16628, top1_acc: 0.5406, top5_acc: 0.7647, loss_cls: 1.9781, loss: 1.9781, grad_norm: 3.5883 2021-01-27 14:14:56,487 - mmaction - INFO - Epoch [202][60/2147] lr: 2.193e-02, eta: 2 days, 7:12:47, time: 1.506, data_time: 0.005, memory: 16628, top1_acc: 0.5424, top5_acc: 0.7670, loss_cls: 1.9872, loss: 1.9872, grad_norm: 3.6296 2021-01-27 14:15:29,325 - mmaction - INFO - Epoch [202][80/2147] lr: 2.193e-02, eta: 2 days, 7:12:13, time: 1.638, data_time: 0.013, memory: 16628, top1_acc: 0.5210, top5_acc: 0.7580, loss_cls: 2.0450, loss: 2.0450, grad_norm: 3.6733 2021-01-27 14:16:00,827 - mmaction - INFO - Epoch [202][100/2147] lr: 2.193e-02, eta: 2 days, 7:11:38, time: 1.580, data_time: 0.011, memory: 16628, top1_acc: 0.5437, top5_acc: 0.7656, loss_cls: 2.0113, loss: 2.0113, grad_norm: 3.5896 2021-01-27 14:16:31,391 - mmaction - INFO - Epoch [202][120/2147] lr: 2.193e-02, eta: 2 days, 7:11:04, time: 1.520, data_time: 0.005, memory: 16628, top1_acc: 0.5228, top5_acc: 0.7487, loss_cls: 2.1065, loss: 2.1065, grad_norm: 3.6387 2021-01-27 14:17:08,458 - mmaction - INFO - Epoch [202][140/2147] lr: 2.193e-02, eta: 2 days, 7:10:31, time: 1.857, data_time: 0.012, memory: 16628, top1_acc: 0.5451, top5_acc: 0.7768, loss_cls: 1.9671, loss: 1.9671, grad_norm: 3.4981 2021-01-27 14:17:43,370 - mmaction - INFO - Epoch [202][160/2147] lr: 2.193e-02, eta: 2 days, 7:09:58, time: 1.749, data_time: 0.008, memory: 16628, top1_acc: 0.5241, top5_acc: 0.7562, loss_cls: 2.0509, loss: 2.0509, grad_norm: 3.5382 2021-01-27 14:18:15,161 - mmaction - INFO - Epoch [202][180/2147] lr: 2.193e-02, eta: 2 days, 7:09:24, time: 1.583, data_time: 0.007, memory: 16628, top1_acc: 0.5246, top5_acc: 0.7576, loss_cls: 2.0407, loss: 2.0407, grad_norm: 3.5684 2021-01-27 14:18:47,561 - mmaction - INFO - Epoch [202][200/2147] lr: 2.193e-02, eta: 2 days, 7:08:50, time: 1.629, data_time: 0.016, memory: 16628, top1_acc: 0.5241, top5_acc: 0.7576, loss_cls: 2.0416, loss: 2.0416, grad_norm: 3.6416 2021-01-27 14:19:23,154 - mmaction - INFO - Epoch [202][220/2147] lr: 2.193e-02, eta: 2 days, 7:08:16, time: 1.775, data_time: 0.006, memory: 16628, top1_acc: 0.5330, top5_acc: 0.7500, loss_cls: 2.0650, loss: 2.0650, grad_norm: 3.6614 2021-01-27 14:19:54,142 - mmaction - INFO - Epoch [202][240/2147] lr: 2.193e-02, eta: 2 days, 7:07:42, time: 1.550, data_time: 0.023, memory: 16628, top1_acc: 0.5335, top5_acc: 0.7455, loss_cls: 2.0549, loss: 2.0549, grad_norm: 3.6158 2021-01-27 14:20:22,925 - mmaction - INFO - Epoch [202][260/2147] lr: 2.193e-02, eta: 2 days, 7:07:07, time: 1.443, data_time: 0.010, memory: 16628, top1_acc: 0.5223, top5_acc: 0.7634, loss_cls: 2.0309, loss: 2.0309, grad_norm: 3.7261 2021-01-27 14:20:52,432 - mmaction - INFO - Epoch [202][280/2147] lr: 2.193e-02, eta: 2 days, 7:06:32, time: 1.473, data_time: 0.005, memory: 16628, top1_acc: 0.5308, top5_acc: 0.7562, loss_cls: 2.0306, loss: 2.0306, grad_norm: 3.6809 2021-01-27 14:21:27,868 - mmaction - INFO - Epoch [202][300/2147] lr: 2.193e-02, eta: 2 days, 7:05:59, time: 1.769, data_time: 0.005, memory: 16628, top1_acc: 0.5147, top5_acc: 0.7402, loss_cls: 2.1021, loss: 2.1021, grad_norm: 3.6670 2021-01-27 14:22:08,501 - mmaction - INFO - Epoch [202][320/2147] lr: 2.193e-02, eta: 2 days, 7:05:27, time: 2.032, data_time: 0.015, memory: 16628, top1_acc: 0.5286, top5_acc: 0.7558, loss_cls: 2.0190, loss: 2.0190, grad_norm: 3.6194 2021-01-27 14:22:38,679 - mmaction - INFO - Epoch [202][340/2147] lr: 2.193e-02, eta: 2 days, 7:04:52, time: 1.513, data_time: 0.010, memory: 16628, top1_acc: 0.5179, top5_acc: 0.7518, loss_cls: 2.0438, loss: 2.0438, grad_norm: 3.7043 2021-01-27 14:23:10,014 - mmaction - INFO - Epoch [202][360/2147] lr: 2.193e-02, eta: 2 days, 7:04:18, time: 1.565, data_time: 0.006, memory: 16628, top1_acc: 0.5339, top5_acc: 0.7576, loss_cls: 2.0535, loss: 2.0535, grad_norm: 3.7057 2021-01-27 14:23:40,239 - mmaction - INFO - Epoch [202][380/2147] lr: 2.193e-02, eta: 2 days, 7:03:44, time: 1.512, data_time: 0.005, memory: 16628, top1_acc: 0.5362, top5_acc: 0.7634, loss_cls: 1.9977, loss: 1.9977, grad_norm: 3.5587 2021-01-27 14:24:09,694 - mmaction - INFO - Epoch [202][400/2147] lr: 2.193e-02, eta: 2 days, 7:03:09, time: 1.471, data_time: 0.003, memory: 16628, top1_acc: 0.5371, top5_acc: 0.7705, loss_cls: 1.9841, loss: 1.9841, grad_norm: 3.6590 2021-01-27 14:24:39,810 - mmaction - INFO - Epoch [202][420/2147] lr: 2.193e-02, eta: 2 days, 7:02:34, time: 1.506, data_time: 0.005, memory: 16628, top1_acc: 0.5232, top5_acc: 0.7567, loss_cls: 2.0516, loss: 2.0516, grad_norm: 3.6342 2021-01-27 14:25:11,766 - mmaction - INFO - Epoch [202][440/2147] lr: 2.193e-02, eta: 2 days, 7:02:00, time: 1.599, data_time: 0.011, memory: 16628, top1_acc: 0.5223, top5_acc: 0.7545, loss_cls: 2.0348, loss: 2.0348, grad_norm: 3.6525 2021-01-27 14:25:45,187 - mmaction - INFO - Epoch [202][460/2147] lr: 2.193e-02, eta: 2 days, 7:01:26, time: 1.673, data_time: 0.012, memory: 16628, top1_acc: 0.5246, top5_acc: 0.7549, loss_cls: 2.0556, loss: 2.0556, grad_norm: 3.6793 2021-01-27 14:26:18,300 - mmaction - INFO - Epoch [202][480/2147] lr: 2.193e-02, eta: 2 days, 7:00:52, time: 1.650, data_time: 0.004, memory: 16628, top1_acc: 0.5205, top5_acc: 0.7464, loss_cls: 2.0748, loss: 2.0748, grad_norm: 3.6354 2021-01-27 14:27:06,759 - mmaction - INFO - Epoch [202][500/2147] lr: 2.193e-02, eta: 2 days, 7:00:23, time: 2.428, data_time: 0.014, memory: 16628, top1_acc: 0.5362, top5_acc: 0.7710, loss_cls: 1.9888, loss: 1.9888, grad_norm: 3.6147 2021-01-27 14:27:37,370 - mmaction - INFO - Epoch [202][520/2147] lr: 2.193e-02, eta: 2 days, 6:59:48, time: 1.531, data_time: 0.005, memory: 16628, top1_acc: 0.5312, top5_acc: 0.7402, loss_cls: 2.0666, loss: 2.0666, grad_norm: 3.6561 2021-01-27 14:28:07,693 - mmaction - INFO - Epoch [202][540/2147] lr: 2.193e-02, eta: 2 days, 6:59:14, time: 1.517, data_time: 0.002, memory: 16628, top1_acc: 0.5304, top5_acc: 0.7598, loss_cls: 2.0362, loss: 2.0362, grad_norm: 3.6382 2021-01-27 14:28:37,388 - mmaction - INFO - Epoch [202][560/2147] lr: 2.193e-02, eta: 2 days, 6:58:39, time: 1.478, data_time: 0.003, memory: 16628, top1_acc: 0.5170, top5_acc: 0.7433, loss_cls: 2.1206, loss: 2.1206, grad_norm: 3.5402 2021-01-27 14:29:08,654 - mmaction - INFO - Epoch [202][580/2147] lr: 2.193e-02, eta: 2 days, 6:58:04, time: 1.566, data_time: 0.011, memory: 16628, top1_acc: 0.5388, top5_acc: 0.7625, loss_cls: 2.0276, loss: 2.0276, grad_norm: 3.5675 2021-01-27 14:29:37,162 - mmaction - INFO - Epoch [202][600/2147] lr: 2.193e-02, eta: 2 days, 6:57:29, time: 1.428, data_time: 0.007, memory: 16628, top1_acc: 0.5232, top5_acc: 0.7612, loss_cls: 2.0542, loss: 2.0542, grad_norm: 3.5697 2021-01-27 14:30:08,510 - mmaction - INFO - Epoch [202][620/2147] lr: 2.193e-02, eta: 2 days, 6:56:55, time: 1.559, data_time: 0.009, memory: 16628, top1_acc: 0.5205, top5_acc: 0.7558, loss_cls: 2.0464, loss: 2.0464, grad_norm: 3.6591 2021-01-27 14:30:41,275 - mmaction - INFO - Epoch [202][640/2147] lr: 2.193e-02, eta: 2 days, 6:56:21, time: 1.643, data_time: 0.018, memory: 16628, top1_acc: 0.5281, top5_acc: 0.7536, loss_cls: 2.0736, loss: 2.0736, grad_norm: 3.6189 2021-01-27 14:31:10,465 - mmaction - INFO - Epoch [202][660/2147] lr: 2.193e-02, eta: 2 days, 6:55:46, time: 1.464, data_time: 0.020, memory: 16628, top1_acc: 0.5174, top5_acc: 0.7634, loss_cls: 2.0355, loss: 2.0355, grad_norm: 3.5661 2021-01-27 14:31:51,164 - mmaction - INFO - Epoch [202][680/2147] lr: 2.193e-02, eta: 2 days, 6:55:14, time: 2.034, data_time: 0.094, memory: 16628, top1_acc: 0.5335, top5_acc: 0.7487, loss_cls: 2.0379, loss: 2.0379, grad_norm: 3.6037 2021-01-27 14:32:24,500 - mmaction - INFO - Epoch [202][700/2147] lr: 2.193e-02, eta: 2 days, 6:54:41, time: 1.664, data_time: 0.004, memory: 16628, top1_acc: 0.5402, top5_acc: 0.7625, loss_cls: 1.9787, loss: 1.9787, grad_norm: 3.5639 2021-01-27 14:33:01,702 - mmaction - INFO - Epoch [202][720/2147] lr: 2.193e-02, eta: 2 days, 6:54:08, time: 1.861, data_time: 0.008, memory: 16628, top1_acc: 0.5196, top5_acc: 0.7603, loss_cls: 2.0642, loss: 2.0642, grad_norm: 3.6704 2021-01-27 14:33:38,597 - mmaction - INFO - Epoch [202][740/2147] lr: 2.193e-02, eta: 2 days, 6:53:35, time: 1.841, data_time: 0.005, memory: 16628, top1_acc: 0.5388, top5_acc: 0.7629, loss_cls: 2.0211, loss: 2.0211, grad_norm: 3.5839 2021-01-27 14:34:14,944 - mmaction - INFO - Epoch [202][760/2147] lr: 2.193e-02, eta: 2 days, 6:53:02, time: 1.820, data_time: 0.014, memory: 16628, top1_acc: 0.5277, top5_acc: 0.7504, loss_cls: 2.0841, loss: 2.0841, grad_norm: 3.6557 2021-01-27 14:34:49,350 - mmaction - INFO - Epoch [202][780/2147] lr: 2.193e-02, eta: 2 days, 6:52:29, time: 1.723, data_time: 0.015, memory: 16628, top1_acc: 0.5362, top5_acc: 0.7719, loss_cls: 1.9967, loss: 1.9967, grad_norm: 3.6263 2021-01-27 14:35:19,742 - mmaction - INFO - Epoch [202][800/2147] lr: 2.193e-02, eta: 2 days, 6:51:54, time: 1.509, data_time: 0.006, memory: 16628, top1_acc: 0.5223, top5_acc: 0.7433, loss_cls: 2.1113, loss: 2.1113, grad_norm: 3.6595 2021-01-27 14:35:52,180 - mmaction - INFO - Epoch [202][820/2147] lr: 2.193e-02, eta: 2 days, 6:51:20, time: 1.634, data_time: 0.026, memory: 16628, top1_acc: 0.5295, top5_acc: 0.7531, loss_cls: 2.0679, loss: 2.0679, grad_norm: 3.6461 2021-01-27 14:36:23,239 - mmaction - INFO - Epoch [202][840/2147] lr: 2.193e-02, eta: 2 days, 6:50:46, time: 1.552, data_time: 0.004, memory: 16628, top1_acc: 0.5219, top5_acc: 0.7536, loss_cls: 2.0857, loss: 2.0857, grad_norm: 3.7239 2021-01-27 14:37:11,470 - mmaction - INFO - Epoch [202][860/2147] lr: 2.193e-02, eta: 2 days, 6:50:16, time: 2.413, data_time: 0.006, memory: 16628, top1_acc: 0.5277, top5_acc: 0.7612, loss_cls: 2.0134, loss: 2.0134, grad_norm: 3.5727 2021-01-27 14:37:46,791 - mmaction - INFO - Epoch [202][880/2147] lr: 2.193e-02, eta: 2 days, 6:49:43, time: 1.760, data_time: 0.005, memory: 16628, top1_acc: 0.5174, top5_acc: 0.7598, loss_cls: 2.0980, loss: 2.0980, grad_norm: 3.6238 2021-01-27 14:38:18,844 - mmaction - INFO - Epoch [202][900/2147] lr: 2.193e-02, eta: 2 days, 6:49:09, time: 1.607, data_time: 0.009, memory: 16628, top1_acc: 0.5388, top5_acc: 0.7687, loss_cls: 2.0110, loss: 2.0110, grad_norm: 3.5935 2021-01-27 14:38:49,609 - mmaction - INFO - Epoch [202][920/2147] lr: 2.193e-02, eta: 2 days, 6:48:34, time: 1.539, data_time: 0.007, memory: 16628, top1_acc: 0.5188, top5_acc: 0.7549, loss_cls: 2.0635, loss: 2.0635, grad_norm: 3.6160 2021-01-27 14:39:21,380 - mmaction - INFO - Epoch [202][940/2147] lr: 2.193e-02, eta: 2 days, 6:48:00, time: 1.585, data_time: 0.002, memory: 16628, top1_acc: 0.5192, top5_acc: 0.7469, loss_cls: 2.0560, loss: 2.0560, grad_norm: 3.6660 2021-01-27 14:39:52,158 - mmaction - INFO - Epoch [202][960/2147] lr: 2.193e-02, eta: 2 days, 6:47:25, time: 1.538, data_time: 0.019, memory: 16628, top1_acc: 0.5259, top5_acc: 0.7554, loss_cls: 2.0653, loss: 2.0653, grad_norm: 3.6396 2021-01-27 14:40:25,362 - mmaction - INFO - Epoch [202][980/2147] lr: 2.193e-02, eta: 2 days, 6:46:52, time: 1.656, data_time: 0.013, memory: 16628, top1_acc: 0.5451, top5_acc: 0.7518, loss_cls: 2.0208, loss: 2.0208, grad_norm: 3.5058 2021-01-27 14:40:55,734 - mmaction - INFO - Epoch [202][1000/2147] lr: 2.193e-02, eta: 2 days, 6:46:17, time: 1.525, data_time: 0.020, memory: 16628, top1_acc: 0.5174, top5_acc: 0.7491, loss_cls: 2.0954, loss: 2.0954, grad_norm: 3.6517 2021-01-27 14:41:30,642 - mmaction - INFO - Epoch [202][1020/2147] lr: 2.193e-02, eta: 2 days, 6:45:44, time: 1.736, data_time: 0.009, memory: 16628, top1_acc: 0.5375, top5_acc: 0.7665, loss_cls: 1.9927, loss: 1.9927, grad_norm: 3.5738 2021-01-27 14:42:09,187 - mmaction - INFO - Epoch [202][1040/2147] lr: 2.193e-02, eta: 2 days, 6:45:11, time: 1.935, data_time: 0.021, memory: 16628, top1_acc: 0.5330, top5_acc: 0.7531, loss_cls: 2.0424, loss: 2.0424, grad_norm: 3.5318 2021-01-27 14:42:37,448 - mmaction - INFO - Epoch [202][1060/2147] lr: 2.193e-02, eta: 2 days, 6:44:36, time: 1.417, data_time: 0.008, memory: 16628, top1_acc: 0.5152, top5_acc: 0.7674, loss_cls: 2.0143, loss: 2.0143, grad_norm: 3.6335 2021-01-27 14:43:12,311 - mmaction - INFO - Epoch [202][1080/2147] lr: 2.193e-02, eta: 2 days, 6:44:03, time: 1.741, data_time: 0.004, memory: 16628, top1_acc: 0.5335, top5_acc: 0.7638, loss_cls: 2.0015, loss: 2.0015, grad_norm: 3.7236 2021-01-27 14:43:44,066 - mmaction - INFO - Epoch [202][1100/2147] lr: 2.193e-02, eta: 2 days, 6:43:29, time: 1.586, data_time: 0.004, memory: 16628, top1_acc: 0.5223, top5_acc: 0.7589, loss_cls: 2.0504, loss: 2.0504, grad_norm: 3.7267 2021-01-27 14:44:14,596 - mmaction - INFO - Epoch [202][1120/2147] lr: 2.193e-02, eta: 2 days, 6:42:54, time: 1.529, data_time: 0.006, memory: 16628, top1_acc: 0.5464, top5_acc: 0.7772, loss_cls: 1.9592, loss: 1.9592, grad_norm: 3.5666 2021-01-27 14:44:46,345 - mmaction - INFO - Epoch [202][1140/2147] lr: 2.193e-02, eta: 2 days, 6:42:20, time: 1.577, data_time: 0.006, memory: 16628, top1_acc: 0.5286, top5_acc: 0.7594, loss_cls: 2.0443, loss: 2.0443, grad_norm: 3.6581 2021-01-27 14:45:17,534 - mmaction - INFO - Epoch [202][1160/2147] lr: 2.193e-02, eta: 2 days, 6:41:46, time: 1.569, data_time: 0.025, memory: 16628, top1_acc: 0.5277, top5_acc: 0.7580, loss_cls: 2.0661, loss: 2.0661, grad_norm: 3.6344 2021-01-27 14:45:46,088 - mmaction - INFO - Epoch [202][1180/2147] lr: 2.193e-02, eta: 2 days, 6:41:11, time: 1.429, data_time: 0.006, memory: 16628, top1_acc: 0.5201, top5_acc: 0.7531, loss_cls: 2.0449, loss: 2.0449, grad_norm: 3.6573 2021-01-27 14:46:17,448 - mmaction - INFO - Epoch [202][1200/2147] lr: 2.193e-02, eta: 2 days, 6:40:36, time: 1.568, data_time: 0.005, memory: 16628, top1_acc: 0.5491, top5_acc: 0.7696, loss_cls: 1.9638, loss: 1.9638, grad_norm: 3.5467 2021-01-27 14:46:59,647 - mmaction - INFO - Epoch [202][1220/2147] lr: 2.193e-02, eta: 2 days, 6:40:05, time: 2.104, data_time: 0.003, memory: 16628, top1_acc: 0.5112, top5_acc: 0.7464, loss_cls: 2.0889, loss: 2.0889, grad_norm: 3.7638 2021-01-27 14:47:33,056 - mmaction - INFO - Epoch [202][1240/2147] lr: 2.193e-02, eta: 2 days, 6:39:31, time: 1.676, data_time: 0.014, memory: 16628, top1_acc: 0.5254, top5_acc: 0.7634, loss_cls: 2.0020, loss: 2.0020, grad_norm: 3.6585 2021-01-27 14:48:16,451 - mmaction - INFO - Epoch [202][1260/2147] lr: 2.193e-02, eta: 2 days, 6:39:00, time: 2.164, data_time: 0.009, memory: 16628, top1_acc: 0.5357, top5_acc: 0.7531, loss_cls: 2.0531, loss: 2.0531, grad_norm: 3.6010 2021-01-27 14:48:45,844 - mmaction - INFO - Epoch [202][1280/2147] lr: 2.193e-02, eta: 2 days, 6:38:25, time: 1.461, data_time: 0.011, memory: 16628, top1_acc: 0.5232, top5_acc: 0.7665, loss_cls: 2.0134, loss: 2.0134, grad_norm: 3.5715 2021-01-27 14:49:18,494 - mmaction - INFO - Epoch [202][1300/2147] lr: 2.193e-02, eta: 2 days, 6:37:51, time: 1.647, data_time: 0.019, memory: 16628, top1_acc: 0.5089, top5_acc: 0.7558, loss_cls: 2.0872, loss: 2.0872, grad_norm: 3.7244 2021-01-27 14:49:47,274 - mmaction - INFO - Epoch [202][1320/2147] lr: 2.193e-02, eta: 2 days, 6:37:16, time: 1.439, data_time: 0.005, memory: 16628, top1_acc: 0.5179, top5_acc: 0.7504, loss_cls: 2.0551, loss: 2.0551, grad_norm: 3.7373 2021-01-27 14:50:18,940 - mmaction - INFO - Epoch [202][1340/2147] lr: 2.193e-02, eta: 2 days, 6:36:42, time: 1.583, data_time: 0.050, memory: 16628, top1_acc: 0.5371, top5_acc: 0.7661, loss_cls: 2.0163, loss: 2.0163, grad_norm: 3.6387 2021-01-27 14:50:50,093 - mmaction - INFO - Epoch [202][1360/2147] lr: 2.193e-02, eta: 2 days, 6:36:08, time: 1.554, data_time: 0.003, memory: 16628, top1_acc: 0.5080, top5_acc: 0.7442, loss_cls: 2.1298, loss: 2.1298, grad_norm: 3.7392 2021-01-27 14:51:19,230 - mmaction - INFO - Epoch [202][1380/2147] lr: 2.193e-02, eta: 2 days, 6:35:33, time: 1.462, data_time: 0.008, memory: 16628, top1_acc: 0.5433, top5_acc: 0.7674, loss_cls: 1.9877, loss: 1.9877, grad_norm: 3.5518 2021-01-27 14:51:57,872 - mmaction - INFO - Epoch [202][1400/2147] lr: 2.193e-02, eta: 2 days, 6:35:00, time: 1.930, data_time: 0.003, memory: 16628, top1_acc: 0.5317, top5_acc: 0.7665, loss_cls: 1.9943, loss: 1.9943, grad_norm: 3.6571 2021-01-27 14:52:31,937 - mmaction - INFO - Epoch [202][1420/2147] lr: 2.193e-02, eta: 2 days, 6:34:27, time: 1.699, data_time: 0.005, memory: 16628, top1_acc: 0.5094, top5_acc: 0.7437, loss_cls: 2.1187, loss: 2.1187, grad_norm: 3.6881 2021-01-27 14:53:12,639 - mmaction - INFO - Epoch [202][1440/2147] lr: 2.193e-02, eta: 2 days, 6:33:55, time: 2.040, data_time: 0.015, memory: 16628, top1_acc: 0.5134, top5_acc: 0.7424, loss_cls: 2.1037, loss: 2.1037, grad_norm: 3.5817 2021-01-27 14:53:43,656 - mmaction - INFO - Epoch [202][1460/2147] lr: 2.193e-02, eta: 2 days, 6:33:21, time: 1.552, data_time: 0.016, memory: 16628, top1_acc: 0.5183, top5_acc: 0.7527, loss_cls: 2.0557, loss: 2.0557, grad_norm: 3.7007 2021-01-27 14:54:14,393 - mmaction - INFO - Epoch [202][1480/2147] lr: 2.193e-02, eta: 2 days, 6:32:46, time: 1.529, data_time: 0.004, memory: 16628, top1_acc: 0.5179, top5_acc: 0.7393, loss_cls: 2.0958, loss: 2.0958, grad_norm: 3.6729 2021-01-27 14:54:45,181 - mmaction - INFO - Epoch [202][1500/2147] lr: 2.193e-02, eta: 2 days, 6:32:12, time: 1.537, data_time: 0.010, memory: 16628, top1_acc: 0.5067, top5_acc: 0.7545, loss_cls: 2.0744, loss: 2.0744, grad_norm: 3.6907 2021-01-27 14:55:14,854 - mmaction - INFO - Epoch [202][1520/2147] lr: 2.193e-02, eta: 2 days, 6:31:37, time: 1.490, data_time: 0.014, memory: 16628, top1_acc: 0.5281, top5_acc: 0.7576, loss_cls: 2.0357, loss: 2.0357, grad_norm: 3.6638 2021-01-27 14:55:43,587 - mmaction - INFO - Epoch [202][1540/2147] lr: 2.193e-02, eta: 2 days, 6:31:02, time: 1.440, data_time: 0.014, memory: 16628, top1_acc: 0.5406, top5_acc: 0.7643, loss_cls: 1.9981, loss: 1.9981, grad_norm: 3.5804 2021-01-27 14:56:13,177 - mmaction - INFO - Epoch [202][1560/2147] lr: 2.193e-02, eta: 2 days, 6:30:27, time: 1.475, data_time: 0.005, memory: 16628, top1_acc: 0.5187, top5_acc: 0.7612, loss_cls: 2.0840, loss: 2.0840, grad_norm: 3.6906 2021-01-27 14:56:52,775 - mmaction - INFO - Epoch [202][1580/2147] lr: 2.193e-02, eta: 2 days, 6:29:55, time: 1.982, data_time: 0.111, memory: 16628, top1_acc: 0.5179, top5_acc: 0.7442, loss_cls: 2.0858, loss: 2.0858, grad_norm: 3.6517 2021-01-27 14:57:21,539 - mmaction - INFO - Epoch [202][1600/2147] lr: 2.193e-02, eta: 2 days, 6:29:20, time: 1.440, data_time: 0.014, memory: 16628, top1_acc: 0.5254, top5_acc: 0.7607, loss_cls: 2.0182, loss: 2.0182, grad_norm: 3.7034 2021-01-27 14:57:59,836 - mmaction - INFO - Epoch [202][1620/2147] lr: 2.193e-02, eta: 2 days, 6:28:47, time: 1.794, data_time: 0.005, memory: 16628, top1_acc: 0.4893, top5_acc: 0.7424, loss_cls: 2.1855, loss: 2.1855, grad_norm: 3.7504 2021-01-27 14:58:29,274 - mmaction - INFO - Epoch [202][1640/2147] lr: 2.193e-02, eta: 2 days, 6:28:13, time: 1.592, data_time: 0.125, memory: 16628, top1_acc: 0.5196, top5_acc: 0.7509, loss_cls: 2.1111, loss: 2.1111, grad_norm: 3.7739 2021-01-27 14:58:58,077 - mmaction - INFO - Epoch [202][1660/2147] lr: 2.193e-02, eta: 2 days, 6:27:38, time: 1.441, data_time: 0.005, memory: 16628, top1_acc: 0.5214, top5_acc: 0.7554, loss_cls: 2.0452, loss: 2.0452, grad_norm: 3.7547 2021-01-27 14:59:27,811 - mmaction - INFO - Epoch [202][1680/2147] lr: 2.193e-02, eta: 2 days, 6:27:03, time: 1.478, data_time: 0.003, memory: 16628, top1_acc: 0.5112, top5_acc: 0.7433, loss_cls: 2.0975, loss: 2.0975, grad_norm: 3.6731 2021-01-27 14:59:58,149 - mmaction - INFO - Epoch [202][1700/2147] lr: 2.193e-02, eta: 2 days, 6:26:28, time: 1.526, data_time: 0.017, memory: 16628, top1_acc: 0.5344, top5_acc: 0.7558, loss_cls: 2.0167, loss: 2.0167, grad_norm: 3.6129 2021-01-27 15:00:27,858 - mmaction - INFO - Epoch [202][1720/2147] lr: 2.193e-02, eta: 2 days, 6:25:54, time: 1.484, data_time: 0.011, memory: 16628, top1_acc: 0.5228, top5_acc: 0.7420, loss_cls: 2.0806, loss: 2.0806, grad_norm: 3.7074 2021-01-27 15:00:56,840 - mmaction - INFO - Epoch [202][1740/2147] lr: 2.193e-02, eta: 2 days, 6:25:19, time: 1.448, data_time: 0.002, memory: 16628, top1_acc: 0.5295, top5_acc: 0.7540, loss_cls: 2.0553, loss: 2.0553, grad_norm: 3.5987 2021-01-27 15:01:29,613 - mmaction - INFO - Epoch [202][1760/2147] lr: 2.193e-02, eta: 2 days, 6:24:45, time: 1.626, data_time: 0.006, memory: 16628, top1_acc: 0.5214, top5_acc: 0.7442, loss_cls: 2.1042, loss: 2.1042, grad_norm: 3.5957 2021-01-27 15:01:58,876 - mmaction - INFO - Epoch [202][1780/2147] lr: 2.193e-02, eta: 2 days, 6:24:10, time: 1.478, data_time: 0.066, memory: 16628, top1_acc: 0.5281, top5_acc: 0.7393, loss_cls: 2.0710, loss: 2.0710, grad_norm: 3.6261 2021-01-27 15:02:32,099 - mmaction - INFO - Epoch [202][1800/2147] lr: 2.193e-02, eta: 2 days, 6:23:36, time: 1.656, data_time: 0.004, memory: 16628, top1_acc: 0.5013, top5_acc: 0.7339, loss_cls: 2.1618, loss: 2.1618, grad_norm: 3.7826 2021-01-27 15:03:02,504 - mmaction - INFO - Epoch [202][1820/2147] lr: 2.193e-02, eta: 2 days, 6:23:02, time: 1.523, data_time: 0.019, memory: 16628, top1_acc: 0.5125, top5_acc: 0.7348, loss_cls: 2.1217, loss: 2.1217, grad_norm: 3.5803 2021-01-27 15:03:33,042 - mmaction - INFO - Epoch [202][1840/2147] lr: 2.193e-02, eta: 2 days, 6:22:27, time: 1.513, data_time: 0.005, memory: 16628, top1_acc: 0.5076, top5_acc: 0.7652, loss_cls: 2.0804, loss: 2.0804, grad_norm: 3.6763 2021-01-27 15:04:04,617 - mmaction - INFO - Epoch [202][1860/2147] lr: 2.193e-02, eta: 2 days, 6:21:53, time: 1.592, data_time: 0.019, memory: 16628, top1_acc: 0.5357, top5_acc: 0.7598, loss_cls: 2.0382, loss: 2.0382, grad_norm: 3.6147 2021-01-27 15:04:35,413 - mmaction - INFO - Epoch [202][1880/2147] lr: 2.193e-02, eta: 2 days, 6:21:18, time: 1.542, data_time: 0.007, memory: 16628, top1_acc: 0.5469, top5_acc: 0.7759, loss_cls: 1.9243, loss: 1.9243, grad_norm: 3.5471 2021-01-27 15:05:08,677 - mmaction - INFO - Epoch [202][1900/2147] lr: 2.193e-02, eta: 2 days, 6:20:45, time: 1.662, data_time: 0.005, memory: 16628, top1_acc: 0.5250, top5_acc: 0.7661, loss_cls: 2.0036, loss: 2.0036, grad_norm: 3.6656 2021-01-27 15:05:42,713 - mmaction - INFO - Epoch [202][1920/2147] lr: 2.193e-02, eta: 2 days, 6:20:11, time: 1.701, data_time: 0.012, memory: 16628, top1_acc: 0.5250, top5_acc: 0.7558, loss_cls: 2.0252, loss: 2.0252, grad_norm: 3.6924 2021-01-27 15:06:14,379 - mmaction - INFO - Epoch [202][1940/2147] lr: 2.193e-02, eta: 2 days, 6:19:37, time: 1.586, data_time: 0.006, memory: 16628, top1_acc: 0.5201, top5_acc: 0.7603, loss_cls: 2.0502, loss: 2.0502, grad_norm: 3.7734 2021-01-27 15:06:59,375 - mmaction - INFO - Epoch [202][1960/2147] lr: 2.193e-02, eta: 2 days, 6:19:06, time: 2.242, data_time: 0.003, memory: 16628, top1_acc: 0.5214, top5_acc: 0.7527, loss_cls: 2.1001, loss: 2.1001, grad_norm: 3.7278 2021-01-27 15:07:32,055 - mmaction - INFO - Epoch [202][1980/2147] lr: 2.193e-02, eta: 2 days, 6:18:32, time: 1.640, data_time: 0.012, memory: 16628, top1_acc: 0.5228, top5_acc: 0.7580, loss_cls: 2.0577, loss: 2.0577, grad_norm: 3.6149 2021-01-27 15:08:01,916 - mmaction - INFO - Epoch [202][2000/2147] lr: 2.193e-02, eta: 2 days, 6:17:58, time: 1.491, data_time: 0.004, memory: 16628, top1_acc: 0.5348, top5_acc: 0.7540, loss_cls: 2.0070, loss: 2.0070, grad_norm: 3.6803 2021-01-27 15:08:32,301 - mmaction - INFO - Epoch [202][2020/2147] lr: 2.193e-02, eta: 2 days, 6:17:23, time: 1.522, data_time: 0.005, memory: 16628, top1_acc: 0.5156, top5_acc: 0.7379, loss_cls: 2.1127, loss: 2.1127, grad_norm: 3.6699 2021-01-27 15:09:01,617 - mmaction - INFO - Epoch [202][2040/2147] lr: 2.193e-02, eta: 2 days, 6:16:48, time: 1.465, data_time: 0.007, memory: 16628, top1_acc: 0.5210, top5_acc: 0.7478, loss_cls: 2.0753, loss: 2.0753, grad_norm: 3.6811 2021-01-27 15:09:37,799 - mmaction - INFO - Epoch [202][2060/2147] lr: 2.193e-02, eta: 2 days, 6:16:15, time: 1.800, data_time: 0.008, memory: 16628, top1_acc: 0.5228, top5_acc: 0.7531, loss_cls: 2.0516, loss: 2.0516, grad_norm: 3.5543 2021-01-27 15:10:09,535 - mmaction - INFO - Epoch [202][2080/2147] lr: 2.193e-02, eta: 2 days, 6:15:41, time: 1.595, data_time: 0.020, memory: 16628, top1_acc: 0.5170, top5_acc: 0.7500, loss_cls: 2.0891, loss: 2.0891, grad_norm: 3.7109 2021-01-27 15:10:44,976 - mmaction - INFO - Epoch [202][2100/2147] lr: 2.193e-02, eta: 2 days, 6:15:08, time: 1.760, data_time: 0.008, memory: 16628, top1_acc: 0.5433, top5_acc: 0.7656, loss_cls: 2.0130, loss: 2.0130, grad_norm: 3.6574 2021-01-27 15:11:35,214 - mmaction - INFO - Epoch [202][2120/2147] lr: 2.193e-02, eta: 2 days, 6:14:38, time: 2.423, data_time: 0.034, memory: 16628, top1_acc: 0.5250, top5_acc: 0.7487, loss_cls: 2.1022, loss: 2.1022, grad_norm: 3.7750 2021-01-27 15:12:14,324 - mmaction - INFO - Epoch [202][2140/2147] lr: 2.193e-02, eta: 2 days, 6:14:06, time: 2.053, data_time: 0.161, memory: 16628, top1_acc: 0.5362, top5_acc: 0.7661, loss_cls: 2.0048, loss: 2.0048, grad_norm: 3.5927 2021-01-27 15:19:09,819 - mmaction - INFO - Epoch [203][20/2147] lr: 2.117e-02, eta: 2 days, 6:14:52, time: 19.277, data_time: 17.387, memory: 16628, top1_acc: 0.5393, top5_acc: 0.7656, loss_cls: 2.0032, loss: 2.0032, grad_norm: 3.6183 2021-01-27 15:19:43,332 - mmaction - INFO - Epoch [203][40/2147] lr: 2.117e-02, eta: 2 days, 6:14:18, time: 1.683, data_time: 0.020, memory: 16628, top1_acc: 0.5201, top5_acc: 0.7478, loss_cls: 2.0556, loss: 2.0556, grad_norm: 3.7179 2021-01-27 15:20:12,226 - mmaction - INFO - Epoch [203][60/2147] lr: 2.117e-02, eta: 2 days, 6:13:43, time: 1.444, data_time: 0.005, memory: 16628, top1_acc: 0.5473, top5_acc: 0.7768, loss_cls: 1.9166, loss: 1.9166, grad_norm: 3.6085 2021-01-27 15:20:43,440 - mmaction - INFO - Epoch [203][80/2147] lr: 2.117e-02, eta: 2 days, 6:13:09, time: 1.562, data_time: 0.013, memory: 16628, top1_acc: 0.5228, top5_acc: 0.7638, loss_cls: 2.0207, loss: 2.0207, grad_norm: 3.7867 2021-01-27 15:21:13,306 - mmaction - INFO - Epoch [203][100/2147] lr: 2.117e-02, eta: 2 days, 6:12:34, time: 1.494, data_time: 0.003, memory: 16628, top1_acc: 0.5558, top5_acc: 0.7647, loss_cls: 1.9637, loss: 1.9637, grad_norm: 3.6301 2021-01-27 15:21:47,311 - mmaction - INFO - Epoch [203][120/2147] lr: 2.117e-02, eta: 2 days, 6:12:00, time: 1.700, data_time: 0.014, memory: 16628, top1_acc: 0.5326, top5_acc: 0.7643, loss_cls: 2.0505, loss: 2.0505, grad_norm: 3.7802 2021-01-27 15:22:16,349 - mmaction - INFO - Epoch [203][140/2147] lr: 2.117e-02, eta: 2 days, 6:11:25, time: 1.453, data_time: 0.007, memory: 16628, top1_acc: 0.5312, top5_acc: 0.7674, loss_cls: 2.0230, loss: 2.0230, grad_norm: 3.5830 2021-01-27 15:22:45,701 - mmaction - INFO - Epoch [203][160/2147] lr: 2.117e-02, eta: 2 days, 6:10:50, time: 1.464, data_time: 0.003, memory: 16628, top1_acc: 0.5237, top5_acc: 0.7554, loss_cls: 2.0415, loss: 2.0415, grad_norm: 3.6430 2021-01-27 15:23:15,815 - mmaction - INFO - Epoch [203][180/2147] lr: 2.117e-02, eta: 2 days, 6:10:16, time: 1.508, data_time: 0.009, memory: 16628, top1_acc: 0.5121, top5_acc: 0.7375, loss_cls: 2.1302, loss: 2.1302, grad_norm: 3.7126 2021-01-27 15:23:49,657 - mmaction - INFO - Epoch [203][200/2147] lr: 2.117e-02, eta: 2 days, 6:09:42, time: 1.687, data_time: 0.003, memory: 16628, top1_acc: 0.5170, top5_acc: 0.7433, loss_cls: 2.1104, loss: 2.1104, grad_norm: 3.6495 2021-01-27 15:24:20,021 - mmaction - INFO - Epoch [203][220/2147] lr: 2.117e-02, eta: 2 days, 6:09:08, time: 1.524, data_time: 0.009, memory: 16628, top1_acc: 0.5129, top5_acc: 0.7446, loss_cls: 2.1358, loss: 2.1358, grad_norm: 3.7520 2021-01-27 15:24:59,724 - mmaction - INFO - Epoch [203][240/2147] lr: 2.117e-02, eta: 2 days, 6:08:36, time: 1.985, data_time: 0.006, memory: 16628, top1_acc: 0.5478, top5_acc: 0.7701, loss_cls: 1.9355, loss: 1.9355, grad_norm: 3.5093 2021-01-27 15:25:29,764 - mmaction - INFO - Epoch [203][260/2147] lr: 2.117e-02, eta: 2 days, 6:08:01, time: 1.497, data_time: 0.003, memory: 16628, top1_acc: 0.5143, top5_acc: 0.7446, loss_cls: 2.1176, loss: 2.1176, grad_norm: 3.6827 2021-01-27 15:26:00,454 - mmaction - INFO - Epoch [203][280/2147] lr: 2.117e-02, eta: 2 days, 6:07:26, time: 1.538, data_time: 0.013, memory: 16628, top1_acc: 0.5411, top5_acc: 0.7670, loss_cls: 1.9549, loss: 1.9549, grad_norm: 3.6041 2021-01-27 15:26:32,032 - mmaction - INFO - Epoch [203][300/2147] lr: 2.117e-02, eta: 2 days, 6:06:52, time: 1.580, data_time: 0.008, memory: 16628, top1_acc: 0.5536, top5_acc: 0.7634, loss_cls: 1.9671, loss: 1.9671, grad_norm: 3.5132 2021-01-27 15:27:12,726 - mmaction - INFO - Epoch [203][320/2147] lr: 2.117e-02, eta: 2 days, 6:06:20, time: 2.023, data_time: 0.190, memory: 16628, top1_acc: 0.5312, top5_acc: 0.7554, loss_cls: 2.0224, loss: 2.0224, grad_norm: 3.6448 2021-01-27 15:27:44,405 - mmaction - INFO - Epoch [203][340/2147] lr: 2.117e-02, eta: 2 days, 6:05:46, time: 1.588, data_time: 0.018, memory: 16628, top1_acc: 0.5567, top5_acc: 0.7737, loss_cls: 1.9471, loss: 1.9471, grad_norm: 3.4567 2021-01-27 15:28:14,651 - mmaction - INFO - Epoch [203][360/2147] lr: 2.117e-02, eta: 2 days, 6:05:11, time: 1.521, data_time: 0.015, memory: 16628, top1_acc: 0.5281, top5_acc: 0.7504, loss_cls: 2.0351, loss: 2.0351, grad_norm: 3.6901 2021-01-27 15:28:48,570 - mmaction - INFO - Epoch [203][380/2147] lr: 2.117e-02, eta: 2 days, 6:04:38, time: 1.691, data_time: 0.042, memory: 16628, top1_acc: 0.5277, top5_acc: 0.7705, loss_cls: 1.9619, loss: 1.9619, grad_norm: 3.6906 2021-01-27 15:29:19,891 - mmaction - INFO - Epoch [203][400/2147] lr: 2.117e-02, eta: 2 days, 6:04:03, time: 1.568, data_time: 0.012, memory: 16628, top1_acc: 0.5402, top5_acc: 0.7683, loss_cls: 1.9936, loss: 1.9936, grad_norm: 3.7574 2021-01-27 15:29:53,472 - mmaction - INFO - Epoch [203][420/2147] lr: 2.117e-02, eta: 2 days, 6:03:30, time: 1.678, data_time: 0.005, memory: 16628, top1_acc: 0.5241, top5_acc: 0.7482, loss_cls: 2.0944, loss: 2.0944, grad_norm: 3.7093 2021-01-27 15:30:23,637 - mmaction - INFO - Epoch [203][440/2147] lr: 2.117e-02, eta: 2 days, 6:02:55, time: 1.509, data_time: 0.018, memory: 16628, top1_acc: 0.5317, top5_acc: 0.7464, loss_cls: 2.0854, loss: 2.0854, grad_norm: 3.6831 2021-01-27 15:30:53,418 - mmaction - INFO - Epoch [203][460/2147] lr: 2.117e-02, eta: 2 days, 6:02:20, time: 1.488, data_time: 0.007, memory: 16628, top1_acc: 0.5138, top5_acc: 0.7518, loss_cls: 2.1044, loss: 2.1044, grad_norm: 3.7832 2021-01-27 15:31:24,898 - mmaction - INFO - Epoch [203][480/2147] lr: 2.117e-02, eta: 2 days, 6:01:46, time: 1.573, data_time: 0.008, memory: 16628, top1_acc: 0.5379, top5_acc: 0.7643, loss_cls: 1.9928, loss: 1.9928, grad_norm: 3.6183 2021-01-27 15:32:01,191 - mmaction - INFO - Epoch [203][500/2147] lr: 2.117e-02, eta: 2 days, 6:01:13, time: 1.816, data_time: 0.007, memory: 16628, top1_acc: 0.5272, top5_acc: 0.7464, loss_cls: 2.0469, loss: 2.0469, grad_norm: 3.6646 2021-01-27 15:32:29,684 - mmaction - INFO - Epoch [203][520/2147] lr: 2.117e-02, eta: 2 days, 6:00:38, time: 1.424, data_time: 0.005, memory: 16628, top1_acc: 0.5179, top5_acc: 0.7567, loss_cls: 2.0329, loss: 2.0329, grad_norm: 3.6936 2021-01-27 15:33:02,891 - mmaction - INFO - Epoch [203][540/2147] lr: 2.117e-02, eta: 2 days, 6:00:04, time: 1.664, data_time: 0.006, memory: 16628, top1_acc: 0.5304, top5_acc: 0.7661, loss_cls: 2.0185, loss: 2.0185, grad_norm: 3.6693 2021-01-27 15:33:35,856 - mmaction - INFO - Epoch [203][560/2147] lr: 2.117e-02, eta: 2 days, 5:59:30, time: 1.639, data_time: 0.004, memory: 16628, top1_acc: 0.5103, top5_acc: 0.7652, loss_cls: 2.0578, loss: 2.0578, grad_norm: 3.7236 2021-01-27 15:34:04,762 - mmaction - INFO - Epoch [203][580/2147] lr: 2.117e-02, eta: 2 days, 5:58:55, time: 1.445, data_time: 0.020, memory: 16628, top1_acc: 0.5263, top5_acc: 0.7670, loss_cls: 1.9825, loss: 1.9825, grad_norm: 3.6243 2021-01-27 15:34:34,920 - mmaction - INFO - Epoch [203][600/2147] lr: 2.117e-02, eta: 2 days, 5:58:21, time: 1.505, data_time: 0.011, memory: 16628, top1_acc: 0.5299, top5_acc: 0.7504, loss_cls: 2.0604, loss: 2.0604, grad_norm: 3.6508 2021-01-27 15:35:08,246 - mmaction - INFO - Epoch [203][620/2147] lr: 2.117e-02, eta: 2 days, 5:57:47, time: 1.675, data_time: 0.027, memory: 16628, top1_acc: 0.5348, top5_acc: 0.7589, loss_cls: 2.0427, loss: 2.0427, grad_norm: 3.6978 2021-01-27 15:35:37,505 - mmaction - INFO - Epoch [203][640/2147] lr: 2.117e-02, eta: 2 days, 5:57:12, time: 1.466, data_time: 0.009, memory: 16628, top1_acc: 0.5161, top5_acc: 0.7371, loss_cls: 2.1288, loss: 2.1288, grad_norm: 3.7653 2021-01-27 15:36:08,518 - mmaction - INFO - Epoch [203][660/2147] lr: 2.117e-02, eta: 2 days, 5:56:38, time: 1.549, data_time: 0.003, memory: 16628, top1_acc: 0.5268, top5_acc: 0.7607, loss_cls: 2.0159, loss: 2.0159, grad_norm: 3.6615 2021-01-27 15:36:37,835 - mmaction - INFO - Epoch [203][680/2147] lr: 2.117e-02, eta: 2 days, 5:56:03, time: 1.467, data_time: 0.006, memory: 16628, top1_acc: 0.5362, top5_acc: 0.7625, loss_cls: 2.0339, loss: 2.0339, grad_norm: 3.6838 2021-01-27 15:37:12,943 - mmaction - INFO - Epoch [203][700/2147] lr: 2.117e-02, eta: 2 days, 5:55:29, time: 1.754, data_time: 0.013, memory: 16628, top1_acc: 0.5388, top5_acc: 0.7719, loss_cls: 1.9940, loss: 1.9940, grad_norm: 3.7249 2021-01-27 15:37:44,657 - mmaction - INFO - Epoch [203][720/2147] lr: 2.117e-02, eta: 2 days, 5:54:55, time: 1.586, data_time: 0.005, memory: 16628, top1_acc: 0.5371, top5_acc: 0.7692, loss_cls: 1.9743, loss: 1.9743, grad_norm: 3.6503 2021-01-27 15:38:15,921 - mmaction - INFO - Epoch [203][740/2147] lr: 2.117e-02, eta: 2 days, 5:54:21, time: 1.552, data_time: 0.004, memory: 16628, top1_acc: 0.5290, top5_acc: 0.7683, loss_cls: 2.0140, loss: 2.0140, grad_norm: 3.6935 2021-01-27 15:38:44,629 - mmaction - INFO - Epoch [203][760/2147] lr: 2.117e-02, eta: 2 days, 5:53:46, time: 1.447, data_time: 0.018, memory: 16628, top1_acc: 0.5299, top5_acc: 0.7629, loss_cls: 2.0306, loss: 2.0306, grad_norm: 3.7239 2021-01-27 15:39:15,740 - mmaction - INFO - Epoch [203][780/2147] lr: 2.117e-02, eta: 2 days, 5:53:11, time: 1.545, data_time: 0.010, memory: 16628, top1_acc: 0.5187, top5_acc: 0.7571, loss_cls: 2.0681, loss: 2.0681, grad_norm: 3.7133 2021-01-27 15:39:45,536 - mmaction - INFO - Epoch [203][800/2147] lr: 2.117e-02, eta: 2 days, 5:52:37, time: 1.500, data_time: 0.015, memory: 16628, top1_acc: 0.5397, top5_acc: 0.7616, loss_cls: 2.0432, loss: 2.0432, grad_norm: 3.6088 2021-01-27 15:40:14,094 - mmaction - INFO - Epoch [203][820/2147] lr: 2.117e-02, eta: 2 days, 5:52:02, time: 1.427, data_time: 0.005, memory: 16628, top1_acc: 0.5371, top5_acc: 0.7692, loss_cls: 1.9665, loss: 1.9665, grad_norm: 3.6339 2021-01-27 15:40:44,626 - mmaction - INFO - Epoch [203][840/2147] lr: 2.117e-02, eta: 2 days, 5:51:27, time: 1.528, data_time: 0.010, memory: 16628, top1_acc: 0.5143, top5_acc: 0.7464, loss_cls: 2.1126, loss: 2.1126, grad_norm: 3.7512 2021-01-27 15:41:14,264 - mmaction - INFO - Epoch [203][860/2147] lr: 2.117e-02, eta: 2 days, 5:50:52, time: 1.483, data_time: 0.042, memory: 16628, top1_acc: 0.5339, top5_acc: 0.7665, loss_cls: 2.0003, loss: 2.0003, grad_norm: 3.6721 2021-01-27 15:41:55,831 - mmaction - INFO - Epoch [203][880/2147] lr: 2.117e-02, eta: 2 days, 5:50:21, time: 2.073, data_time: 0.005, memory: 16628, top1_acc: 0.5384, top5_acc: 0.7612, loss_cls: 2.0330, loss: 2.0330, grad_norm: 3.6056 2021-01-27 15:42:30,797 - mmaction - INFO - Epoch [203][900/2147] lr: 2.117e-02, eta: 2 days, 5:49:47, time: 1.727, data_time: 0.011, memory: 16628, top1_acc: 0.5576, top5_acc: 0.7750, loss_cls: 1.9042, loss: 1.9042, grad_norm: 3.5185 2021-01-27 15:43:09,357 - mmaction - INFO - Epoch [203][920/2147] lr: 2.117e-02, eta: 2 days, 5:49:15, time: 1.948, data_time: 0.033, memory: 16628, top1_acc: 0.5138, top5_acc: 0.7424, loss_cls: 2.0956, loss: 2.0956, grad_norm: 3.6870 2021-01-27 15:43:40,622 - mmaction - INFO - Epoch [203][940/2147] lr: 2.117e-02, eta: 2 days, 5:48:41, time: 1.566, data_time: 0.010, memory: 16628, top1_acc: 0.5451, top5_acc: 0.7536, loss_cls: 2.0089, loss: 2.0089, grad_norm: 3.6083 2021-01-27 15:44:09,514 - mmaction - INFO - Epoch [203][960/2147] lr: 2.117e-02, eta: 2 days, 5:48:06, time: 1.436, data_time: 0.009, memory: 16628, top1_acc: 0.5335, top5_acc: 0.7558, loss_cls: 2.0442, loss: 2.0442, grad_norm: 3.7366 2021-01-27 15:44:39,875 - mmaction - INFO - Epoch [203][980/2147] lr: 2.117e-02, eta: 2 days, 5:47:31, time: 1.524, data_time: 0.020, memory: 16628, top1_acc: 0.5241, top5_acc: 0.7621, loss_cls: 2.0364, loss: 2.0364, grad_norm: 3.7393 2021-01-27 15:45:12,143 - mmaction - INFO - Epoch [203][1000/2147] lr: 2.117e-02, eta: 2 days, 5:46:57, time: 1.616, data_time: 0.022, memory: 16628, top1_acc: 0.5621, top5_acc: 0.7741, loss_cls: 1.9069, loss: 1.9069, grad_norm: 3.6588 2021-01-27 15:45:48,242 - mmaction - INFO - Epoch [203][1020/2147] lr: 2.117e-02, eta: 2 days, 5:46:24, time: 1.781, data_time: 0.008, memory: 16628, top1_acc: 0.5107, top5_acc: 0.7357, loss_cls: 2.1522, loss: 2.1522, grad_norm: 3.7540 2021-01-27 15:46:19,448 - mmaction - INFO - Epoch [203][1040/2147] lr: 2.117e-02, eta: 2 days, 5:45:50, time: 1.587, data_time: 0.038, memory: 16628, top1_acc: 0.5134, top5_acc: 0.7482, loss_cls: 2.0987, loss: 2.0987, grad_norm: 3.6959 2021-01-27 15:47:07,112 - mmaction - INFO - Epoch [203][1060/2147] lr: 2.117e-02, eta: 2 days, 5:45:20, time: 2.380, data_time: 0.020, memory: 16628, top1_acc: 0.5491, top5_acc: 0.7670, loss_cls: 1.9686, loss: 1.9686, grad_norm: 3.5683 2021-01-27 15:47:37,657 - mmaction - INFO - Epoch [203][1080/2147] lr: 2.117e-02, eta: 2 days, 5:44:45, time: 1.531, data_time: 0.008, memory: 16628, top1_acc: 0.5397, top5_acc: 0.7621, loss_cls: 2.0282, loss: 2.0282, grad_norm: 3.6112 2021-01-27 15:48:07,486 - mmaction - INFO - Epoch [203][1100/2147] lr: 2.117e-02, eta: 2 days, 5:44:11, time: 1.488, data_time: 0.003, memory: 16628, top1_acc: 0.5308, top5_acc: 0.7504, loss_cls: 2.0564, loss: 2.0564, grad_norm: 3.7280 2021-01-27 15:48:38,516 - mmaction - INFO - Epoch [203][1120/2147] lr: 2.117e-02, eta: 2 days, 5:43:36, time: 1.554, data_time: 0.013, memory: 16628, top1_acc: 0.5446, top5_acc: 0.7674, loss_cls: 1.9861, loss: 1.9861, grad_norm: 3.6289 2021-01-27 15:49:10,175 - mmaction - INFO - Epoch [203][1140/2147] lr: 2.117e-02, eta: 2 days, 5:43:02, time: 1.581, data_time: 0.007, memory: 16628, top1_acc: 0.5317, top5_acc: 0.7612, loss_cls: 2.0167, loss: 2.0167, grad_norm: 3.7111 2021-01-27 15:49:40,108 - mmaction - INFO - Epoch [203][1160/2147] lr: 2.117e-02, eta: 2 days, 5:42:27, time: 1.495, data_time: 0.009, memory: 16628, top1_acc: 0.5174, top5_acc: 0.7558, loss_cls: 2.0934, loss: 2.0934, grad_norm: 3.7058 2021-01-27 15:50:10,168 - mmaction - INFO - Epoch [203][1180/2147] lr: 2.117e-02, eta: 2 days, 5:41:53, time: 1.498, data_time: 0.008, memory: 16628, top1_acc: 0.5259, top5_acc: 0.7656, loss_cls: 2.0428, loss: 2.0428, grad_norm: 3.7280 2021-01-27 15:50:45,575 - mmaction - INFO - Epoch [203][1200/2147] lr: 2.117e-02, eta: 2 days, 5:41:19, time: 1.777, data_time: 0.015, memory: 16628, top1_acc: 0.5420, top5_acc: 0.7683, loss_cls: 2.0084, loss: 2.0084, grad_norm: 3.6521 2021-01-27 15:51:14,934 - mmaction - INFO - Epoch [203][1220/2147] lr: 2.117e-02, eta: 2 days, 5:40:44, time: 1.466, data_time: 0.007, memory: 16628, top1_acc: 0.5464, top5_acc: 0.7866, loss_cls: 1.9186, loss: 1.9186, grad_norm: 3.6699 2021-01-27 15:51:46,415 - mmaction - INFO - Epoch [203][1240/2147] lr: 2.117e-02, eta: 2 days, 5:40:10, time: 1.497, data_time: 0.055, memory: 16628, top1_acc: 0.5286, top5_acc: 0.7580, loss_cls: 2.0218, loss: 2.0218, grad_norm: 3.6689 2021-01-27 15:52:16,120 - mmaction - INFO - Epoch [203][1260/2147] lr: 2.117e-02, eta: 2 days, 5:39:35, time: 1.561, data_time: 0.086, memory: 16628, top1_acc: 0.5442, top5_acc: 0.7594, loss_cls: 1.9801, loss: 1.9801, grad_norm: 3.6626 2021-01-27 15:52:50,909 - mmaction - INFO - Epoch [203][1280/2147] lr: 2.117e-02, eta: 2 days, 5:39:02, time: 1.745, data_time: 0.015, memory: 16628, top1_acc: 0.5161, top5_acc: 0.7683, loss_cls: 1.9942, loss: 1.9942, grad_norm: 3.6816 2021-01-27 15:53:23,884 - mmaction - INFO - Epoch [203][1300/2147] lr: 2.117e-02, eta: 2 days, 5:38:28, time: 1.646, data_time: 0.002, memory: 16628, top1_acc: 0.5406, top5_acc: 0.7603, loss_cls: 2.0168, loss: 2.0168, grad_norm: 3.5922 2021-01-27 15:53:54,124 - mmaction - INFO - Epoch [203][1320/2147] lr: 2.117e-02, eta: 2 days, 5:37:54, time: 1.512, data_time: 0.007, memory: 16628, top1_acc: 0.5375, top5_acc: 0.7621, loss_cls: 1.9836, loss: 1.9836, grad_norm: 3.6432 2021-01-27 15:54:24,998 - mmaction - INFO - Epoch [203][1340/2147] lr: 2.117e-02, eta: 2 days, 5:37:19, time: 1.542, data_time: 0.007, memory: 16628, top1_acc: 0.5237, top5_acc: 0.7612, loss_cls: 2.0456, loss: 2.0456, grad_norm: 3.7554 2021-01-27 15:54:53,802 - mmaction - INFO - Epoch [203][1360/2147] lr: 2.117e-02, eta: 2 days, 5:36:44, time: 1.444, data_time: 0.006, memory: 16628, top1_acc: 0.5143, top5_acc: 0.7527, loss_cls: 2.1019, loss: 2.1019, grad_norm: 3.8035 2021-01-27 15:55:23,962 - mmaction - INFO - Epoch [203][1380/2147] lr: 2.117e-02, eta: 2 days, 5:36:10, time: 1.507, data_time: 0.003, memory: 16628, top1_acc: 0.5174, top5_acc: 0.7665, loss_cls: 2.0033, loss: 2.0033, grad_norm: 3.6701 2021-01-27 15:55:58,535 - mmaction - INFO - Epoch [203][1400/2147] lr: 2.117e-02, eta: 2 days, 5:35:36, time: 1.725, data_time: 0.004, memory: 16628, top1_acc: 0.5406, top5_acc: 0.7647, loss_cls: 2.0241, loss: 2.0241, grad_norm: 3.8019 2021-01-27 15:56:27,176 - mmaction - INFO - Epoch [203][1420/2147] lr: 2.117e-02, eta: 2 days, 5:35:01, time: 1.436, data_time: 0.014, memory: 16628, top1_acc: 0.5366, top5_acc: 0.7625, loss_cls: 2.0311, loss: 2.0311, grad_norm: 3.6604 2021-01-27 15:57:11,868 - mmaction - INFO - Epoch [203][1440/2147] lr: 2.117e-02, eta: 2 days, 5:34:30, time: 2.225, data_time: 0.006, memory: 16628, top1_acc: 0.5246, top5_acc: 0.7598, loss_cls: 2.0492, loss: 2.0492, grad_norm: 3.7184 2021-01-27 15:57:44,761 - mmaction - INFO - Epoch [203][1460/2147] lr: 2.117e-02, eta: 2 days, 5:33:56, time: 1.652, data_time: 0.015, memory: 16628, top1_acc: 0.5281, top5_acc: 0.7710, loss_cls: 1.9868, loss: 1.9868, grad_norm: 3.6112 2021-01-27 15:58:15,750 - mmaction - INFO - Epoch [203][1480/2147] lr: 2.117e-02, eta: 2 days, 5:33:22, time: 1.547, data_time: 0.006, memory: 16628, top1_acc: 0.5455, top5_acc: 0.7674, loss_cls: 1.9402, loss: 1.9402, grad_norm: 3.5623 2021-01-27 15:58:45,084 - mmaction - INFO - Epoch [203][1500/2147] lr: 2.117e-02, eta: 2 days, 5:32:47, time: 1.472, data_time: 0.009, memory: 16628, top1_acc: 0.5121, top5_acc: 0.7504, loss_cls: 2.1146, loss: 2.1146, grad_norm: 3.7015 2021-01-27 15:59:18,493 - mmaction - INFO - Epoch [203][1520/2147] lr: 2.117e-02, eta: 2 days, 5:32:13, time: 1.666, data_time: 0.004, memory: 16628, top1_acc: 0.5375, top5_acc: 0.7513, loss_cls: 2.0355, loss: 2.0355, grad_norm: 3.5558 2021-01-27 15:59:50,116 - mmaction - INFO - Epoch [203][1540/2147] lr: 2.117e-02, eta: 2 days, 5:31:39, time: 1.583, data_time: 0.009, memory: 16628, top1_acc: 0.5402, top5_acc: 0.7647, loss_cls: 1.9808, loss: 1.9808, grad_norm: 3.6458 2021-01-27 16:00:18,597 - mmaction - INFO - Epoch [203][1560/2147] lr: 2.117e-02, eta: 2 days, 5:31:04, time: 1.426, data_time: 0.004, memory: 16628, top1_acc: 0.5317, top5_acc: 0.7527, loss_cls: 2.0297, loss: 2.0297, grad_norm: 3.6053 2021-01-27 16:00:51,607 - mmaction - INFO - Epoch [203][1580/2147] lr: 2.117e-02, eta: 2 days, 5:30:30, time: 1.646, data_time: 0.002, memory: 16628, top1_acc: 0.5393, top5_acc: 0.7531, loss_cls: 2.0331, loss: 2.0331, grad_norm: 3.6306 2021-01-27 16:01:22,813 - mmaction - INFO - Epoch [203][1600/2147] lr: 2.117e-02, eta: 2 days, 5:29:56, time: 1.560, data_time: 0.008, memory: 16628, top1_acc: 0.5433, top5_acc: 0.7629, loss_cls: 1.9798, loss: 1.9798, grad_norm: 3.5918 2021-01-27 16:01:53,421 - mmaction - INFO - Epoch [203][1620/2147] lr: 2.117e-02, eta: 2 days, 5:29:21, time: 1.533, data_time: 0.007, memory: 16628, top1_acc: 0.5362, top5_acc: 0.7545, loss_cls: 2.0237, loss: 2.0237, grad_norm: 3.7373 2021-01-27 16:02:27,694 - mmaction - INFO - Epoch [203][1640/2147] lr: 2.117e-02, eta: 2 days, 5:28:48, time: 1.712, data_time: 0.006, memory: 16628, top1_acc: 0.5464, top5_acc: 0.7629, loss_cls: 1.9729, loss: 1.9729, grad_norm: 3.7260 2021-01-27 16:02:55,867 - mmaction - INFO - Epoch [203][1660/2147] lr: 2.117e-02, eta: 2 days, 5:28:13, time: 1.412, data_time: 0.005, memory: 16628, top1_acc: 0.5411, top5_acc: 0.7683, loss_cls: 1.9918, loss: 1.9918, grad_norm: 3.6062 2021-01-27 16:03:31,176 - mmaction - INFO - Epoch [203][1680/2147] lr: 2.117e-02, eta: 2 days, 5:27:39, time: 1.764, data_time: 0.003, memory: 16628, top1_acc: 0.5277, top5_acc: 0.7679, loss_cls: 2.0282, loss: 2.0282, grad_norm: 3.7022 2021-01-27 16:03:59,846 - mmaction - INFO - Epoch [203][1700/2147] lr: 2.117e-02, eta: 2 days, 5:27:04, time: 1.429, data_time: 0.005, memory: 16628, top1_acc: 0.5210, top5_acc: 0.7576, loss_cls: 2.0724, loss: 2.0724, grad_norm: 3.7721 2021-01-27 16:04:31,799 - mmaction - INFO - Epoch [203][1720/2147] lr: 2.117e-02, eta: 2 days, 5:26:30, time: 1.601, data_time: 0.011, memory: 16628, top1_acc: 0.5103, top5_acc: 0.7491, loss_cls: 2.0784, loss: 2.0784, grad_norm: 3.7091 2021-01-27 16:05:12,782 - mmaction - INFO - Epoch [203][1740/2147] lr: 2.117e-02, eta: 2 days, 5:25:59, time: 2.046, data_time: 0.009, memory: 16628, top1_acc: 0.5384, top5_acc: 0.7643, loss_cls: 2.0041, loss: 2.0041, grad_norm: 3.6741 2021-01-27 16:05:42,510 - mmaction - INFO - Epoch [203][1760/2147] lr: 2.117e-02, eta: 2 days, 5:25:24, time: 1.489, data_time: 0.016, memory: 16628, top1_acc: 0.5223, top5_acc: 0.7469, loss_cls: 2.0677, loss: 2.0677, grad_norm: 3.7863 2021-01-27 16:06:11,827 - mmaction - INFO - Epoch [203][1780/2147] lr: 2.117e-02, eta: 2 days, 5:24:49, time: 1.468, data_time: 0.007, memory: 16628, top1_acc: 0.5344, top5_acc: 0.7540, loss_cls: 2.0188, loss: 2.0188, grad_norm: 3.7404 2021-01-27 16:06:43,138 - mmaction - INFO - Epoch [203][1800/2147] lr: 2.117e-02, eta: 2 days, 5:24:15, time: 1.537, data_time: 0.008, memory: 16628, top1_acc: 0.5223, top5_acc: 0.7629, loss_cls: 2.0623, loss: 2.0623, grad_norm: 3.8095 2021-01-27 16:07:12,768 - mmaction - INFO - Epoch [203][1820/2147] lr: 2.117e-02, eta: 2 days, 5:23:40, time: 1.507, data_time: 0.035, memory: 16628, top1_acc: 0.5281, top5_acc: 0.7455, loss_cls: 2.0657, loss: 2.0657, grad_norm: 3.7508 2021-01-27 16:07:42,069 - mmaction - INFO - Epoch [203][1840/2147] lr: 2.117e-02, eta: 2 days, 5:23:05, time: 1.467, data_time: 0.011, memory: 16628, top1_acc: 0.5210, top5_acc: 0.7460, loss_cls: 2.0733, loss: 2.0733, grad_norm: 3.6883 2021-01-27 16:08:12,767 - mmaction - INFO - Epoch [203][1860/2147] lr: 2.117e-02, eta: 2 days, 5:22:31, time: 1.537, data_time: 0.006, memory: 16628, top1_acc: 0.5290, top5_acc: 0.7625, loss_cls: 2.0495, loss: 2.0495, grad_norm: 3.7578 2021-01-27 16:08:42,438 - mmaction - INFO - Epoch [203][1880/2147] lr: 2.117e-02, eta: 2 days, 5:21:56, time: 1.477, data_time: 0.004, memory: 16628, top1_acc: 0.5281, top5_acc: 0.7612, loss_cls: 2.0202, loss: 2.0202, grad_norm: 3.7165 2021-01-27 16:09:13,804 - mmaction - INFO - Epoch [203][1900/2147] lr: 2.117e-02, eta: 2 days, 5:21:22, time: 1.573, data_time: 0.011, memory: 16628, top1_acc: 0.5237, top5_acc: 0.7674, loss_cls: 1.9925, loss: 1.9925, grad_norm: 3.6789 2021-01-27 16:09:43,309 - mmaction - INFO - Epoch [203][1920/2147] lr: 2.117e-02, eta: 2 days, 5:20:47, time: 1.477, data_time: 0.015, memory: 16628, top1_acc: 0.5406, top5_acc: 0.7629, loss_cls: 1.9439, loss: 1.9439, grad_norm: 3.6184 2021-01-27 16:10:17,206 - mmaction - INFO - Epoch [203][1940/2147] lr: 2.117e-02, eta: 2 days, 5:20:13, time: 1.694, data_time: 0.005, memory: 16628, top1_acc: 0.5478, top5_acc: 0.7571, loss_cls: 2.0359, loss: 2.0359, grad_norm: 3.6964 2021-01-27 16:10:51,972 - mmaction - INFO - Epoch [203][1960/2147] lr: 2.117e-02, eta: 2 days, 5:19:40, time: 1.738, data_time: 0.006, memory: 16628, top1_acc: 0.5384, top5_acc: 0.7540, loss_cls: 2.0202, loss: 2.0202, grad_norm: 3.6196 2021-01-27 16:11:20,670 - mmaction - INFO - Epoch [203][1980/2147] lr: 2.117e-02, eta: 2 days, 5:19:05, time: 1.436, data_time: 0.005, memory: 16628, top1_acc: 0.5241, top5_acc: 0.7594, loss_cls: 1.9929, loss: 1.9929, grad_norm: 3.7227 2021-01-27 16:11:51,185 - mmaction - INFO - Epoch [203][2000/2147] lr: 2.117e-02, eta: 2 days, 5:18:30, time: 1.526, data_time: 0.011, memory: 16628, top1_acc: 0.5156, top5_acc: 0.7424, loss_cls: 2.1004, loss: 2.1004, grad_norm: 3.7415 2021-01-27 16:12:24,602 - mmaction - INFO - Epoch [203][2020/2147] lr: 2.117e-02, eta: 2 days, 5:17:56, time: 1.659, data_time: 0.003, memory: 16628, top1_acc: 0.5188, top5_acc: 0.7571, loss_cls: 2.0641, loss: 2.0641, grad_norm: 3.6365 2021-01-27 16:12:57,996 - mmaction - INFO - Epoch [203][2040/2147] lr: 2.117e-02, eta: 2 days, 5:17:23, time: 1.658, data_time: 0.020, memory: 16628, top1_acc: 0.5411, top5_acc: 0.7728, loss_cls: 1.9727, loss: 1.9727, grad_norm: 3.6010 2021-01-27 16:13:27,734 - mmaction - INFO - Epoch [203][2060/2147] lr: 2.117e-02, eta: 2 days, 5:16:48, time: 1.510, data_time: 0.032, memory: 16628, top1_acc: 0.5348, top5_acc: 0.7482, loss_cls: 2.0379, loss: 2.0379, grad_norm: 3.6178 2021-01-27 16:13:56,775 - mmaction - INFO - Epoch [203][2080/2147] lr: 2.117e-02, eta: 2 days, 5:16:13, time: 1.452, data_time: 0.007, memory: 16628, top1_acc: 0.5295, top5_acc: 0.7598, loss_cls: 2.0419, loss: 2.0419, grad_norm: 3.6999 2021-01-27 16:14:29,826 - mmaction - INFO - Epoch [203][2100/2147] lr: 2.117e-02, eta: 2 days, 5:15:39, time: 1.642, data_time: 0.007, memory: 16628, top1_acc: 0.5460, top5_acc: 0.7643, loss_cls: 1.9806, loss: 1.9806, grad_norm: 3.6011 2021-01-27 16:15:14,890 - mmaction - INFO - Epoch [203][2120/2147] lr: 2.117e-02, eta: 2 days, 5:15:09, time: 2.262, data_time: 0.015, memory: 16628, top1_acc: 0.5112, top5_acc: 0.7522, loss_cls: 2.1051, loss: 2.1051, grad_norm: 3.6591 2021-01-27 16:15:46,343 - mmaction - INFO - Epoch [203][2140/2147] lr: 2.117e-02, eta: 2 days, 5:14:34, time: 1.562, data_time: 0.005, memory: 16628, top1_acc: 0.5339, top5_acc: 0.7616, loss_cls: 1.9941, loss: 1.9941, grad_norm: 3.5741 2021-01-27 16:22:03,400 - mmaction - INFO - Epoch [204][20/2147] lr: 2.042e-02, eta: 2 days, 5:15:08, time: 17.451, data_time: 15.661, memory: 16628, top1_acc: 0.5254, top5_acc: 0.7719, loss_cls: 1.9765, loss: 1.9765, grad_norm: 3.6143 2021-01-27 16:22:32,046 - mmaction - INFO - Epoch [204][40/2147] lr: 2.042e-02, eta: 2 days, 5:14:33, time: 1.451, data_time: 0.023, memory: 16628, top1_acc: 0.5353, top5_acc: 0.7634, loss_cls: 2.0032, loss: 2.0032, grad_norm: 3.7129 2021-01-27 16:23:01,566 - mmaction - INFO - Epoch [204][60/2147] lr: 2.042e-02, eta: 2 days, 5:13:58, time: 1.477, data_time: 0.004, memory: 16628, top1_acc: 0.5348, top5_acc: 0.7692, loss_cls: 2.0032, loss: 2.0032, grad_norm: 3.6728 2021-01-27 16:23:34,220 - mmaction - INFO - Epoch [204][80/2147] lr: 2.042e-02, eta: 2 days, 5:13:24, time: 1.628, data_time: 0.002, memory: 16628, top1_acc: 0.5371, top5_acc: 0.7714, loss_cls: 1.9886, loss: 1.9886, grad_norm: 3.6913 2021-01-27 16:24:03,971 - mmaction - INFO - Epoch [204][100/2147] lr: 2.042e-02, eta: 2 days, 5:12:50, time: 1.490, data_time: 0.010, memory: 16628, top1_acc: 0.5455, top5_acc: 0.7728, loss_cls: 1.9423, loss: 1.9423, grad_norm: 3.6717 2021-01-27 16:24:38,143 - mmaction - INFO - Epoch [204][120/2147] lr: 2.042e-02, eta: 2 days, 5:12:16, time: 1.707, data_time: 0.008, memory: 16628, top1_acc: 0.5174, top5_acc: 0.7607, loss_cls: 2.0911, loss: 2.0911, grad_norm: 3.7422 2021-01-27 16:25:07,710 - mmaction - INFO - Epoch [204][140/2147] lr: 2.042e-02, eta: 2 days, 5:11:41, time: 1.474, data_time: 0.008, memory: 16628, top1_acc: 0.5504, top5_acc: 0.7652, loss_cls: 1.9358, loss: 1.9358, grad_norm: 3.6065 2021-01-27 16:25:39,351 - mmaction - INFO - Epoch [204][160/2147] lr: 2.042e-02, eta: 2 days, 5:11:07, time: 1.590, data_time: 0.018, memory: 16628, top1_acc: 0.5286, top5_acc: 0.7629, loss_cls: 1.9808, loss: 1.9808, grad_norm: 3.7809 2021-01-27 16:26:07,873 - mmaction - INFO - Epoch [204][180/2147] lr: 2.042e-02, eta: 2 days, 5:10:32, time: 1.425, data_time: 0.009, memory: 16628, top1_acc: 0.5375, top5_acc: 0.7670, loss_cls: 1.9764, loss: 1.9764, grad_norm: 3.7526 2021-01-27 16:26:42,694 - mmaction - INFO - Epoch [204][200/2147] lr: 2.042e-02, eta: 2 days, 5:09:58, time: 1.715, data_time: 0.004, memory: 16628, top1_acc: 0.5326, top5_acc: 0.7545, loss_cls: 2.0166, loss: 2.0166, grad_norm: 3.5800 2021-01-27 16:27:12,495 - mmaction - INFO - Epoch [204][220/2147] lr: 2.042e-02, eta: 2 days, 5:09:24, time: 1.515, data_time: 0.029, memory: 16628, top1_acc: 0.5375, top5_acc: 0.7656, loss_cls: 1.9701, loss: 1.9701, grad_norm: 3.8125 2021-01-27 16:27:44,113 - mmaction - INFO - Epoch [204][240/2147] lr: 2.042e-02, eta: 2 days, 5:08:50, time: 1.577, data_time: 0.006, memory: 16628, top1_acc: 0.5384, top5_acc: 0.7710, loss_cls: 1.9843, loss: 1.9843, grad_norm: 3.6944 2021-01-27 16:28:25,276 - mmaction - INFO - Epoch [204][260/2147] lr: 2.042e-02, eta: 2 days, 5:08:18, time: 2.065, data_time: 0.015, memory: 16628, top1_acc: 0.5263, top5_acc: 0.7540, loss_cls: 2.0566, loss: 2.0566, grad_norm: 3.6540 2021-01-27 16:28:55,647 - mmaction - INFO - Epoch [204][280/2147] lr: 2.042e-02, eta: 2 days, 5:07:43, time: 1.510, data_time: 0.003, memory: 16628, top1_acc: 0.5344, top5_acc: 0.7638, loss_cls: 1.9657, loss: 1.9657, grad_norm: 3.6733 2021-01-27 16:29:24,160 - mmaction - INFO - Epoch [204][300/2147] lr: 2.042e-02, eta: 2 days, 5:07:08, time: 1.432, data_time: 0.015, memory: 16628, top1_acc: 0.5348, top5_acc: 0.7612, loss_cls: 1.9812, loss: 1.9812, grad_norm: 3.7301 2021-01-27 16:29:55,781 - mmaction - INFO - Epoch [204][320/2147] lr: 2.042e-02, eta: 2 days, 5:06:34, time: 1.564, data_time: 0.007, memory: 16628, top1_acc: 0.5567, top5_acc: 0.7741, loss_cls: 1.9259, loss: 1.9259, grad_norm: 3.7073 2021-01-27 16:30:27,301 - mmaction - INFO - Epoch [204][340/2147] lr: 2.042e-02, eta: 2 days, 5:06:00, time: 1.589, data_time: 0.028, memory: 16628, top1_acc: 0.5228, top5_acc: 0.7603, loss_cls: 2.0247, loss: 2.0247, grad_norm: 3.7552 2021-01-27 16:30:56,226 - mmaction - INFO - Epoch [204][360/2147] lr: 2.042e-02, eta: 2 days, 5:05:25, time: 1.452, data_time: 0.011, memory: 16628, top1_acc: 0.5362, top5_acc: 0.7598, loss_cls: 2.0046, loss: 2.0046, grad_norm: 3.7374 2021-01-27 16:31:25,810 - mmaction - INFO - Epoch [204][380/2147] lr: 2.042e-02, eta: 2 days, 5:04:50, time: 1.477, data_time: 0.001, memory: 16628, top1_acc: 0.5321, top5_acc: 0.7603, loss_cls: 1.9994, loss: 1.9994, grad_norm: 3.7755 2021-01-27 16:31:59,604 - mmaction - INFO - Epoch [204][400/2147] lr: 2.042e-02, eta: 2 days, 5:04:16, time: 1.685, data_time: 0.077, memory: 16628, top1_acc: 0.5339, top5_acc: 0.7625, loss_cls: 1.9758, loss: 1.9758, grad_norm: 3.7484 2021-01-27 16:32:33,736 - mmaction - INFO - Epoch [204][420/2147] lr: 2.042e-02, eta: 2 days, 5:03:43, time: 1.710, data_time: 0.011, memory: 16628, top1_acc: 0.5406, top5_acc: 0.7652, loss_cls: 1.9950, loss: 1.9950, grad_norm: 3.8174 2021-01-27 16:33:02,554 - mmaction - INFO - Epoch [204][440/2147] lr: 2.042e-02, eta: 2 days, 5:03:08, time: 1.441, data_time: 0.004, memory: 16628, top1_acc: 0.5228, top5_acc: 0.7643, loss_cls: 2.0160, loss: 2.0160, grad_norm: 3.8831 2021-01-27 16:33:31,254 - mmaction - INFO - Epoch [204][460/2147] lr: 2.042e-02, eta: 2 days, 5:02:33, time: 1.438, data_time: 0.019, memory: 16628, top1_acc: 0.5482, top5_acc: 0.7661, loss_cls: 1.9681, loss: 1.9681, grad_norm: 3.7995 2021-01-27 16:34:05,844 - mmaction - INFO - Epoch [204][480/2147] lr: 2.042e-02, eta: 2 days, 5:01:59, time: 1.723, data_time: 0.002, memory: 16628, top1_acc: 0.5357, top5_acc: 0.7808, loss_cls: 1.9334, loss: 1.9334, grad_norm: 3.7443 2021-01-27 16:34:39,048 - mmaction - INFO - Epoch [204][500/2147] lr: 2.042e-02, eta: 2 days, 5:01:25, time: 1.661, data_time: 0.010, memory: 16628, top1_acc: 0.5237, top5_acc: 0.7647, loss_cls: 2.0106, loss: 2.0106, grad_norm: 3.8077 2021-01-27 16:35:18,514 - mmaction - INFO - Epoch [204][520/2147] lr: 2.042e-02, eta: 2 days, 5:00:53, time: 1.972, data_time: 0.013, memory: 16628, top1_acc: 0.5268, top5_acc: 0.7536, loss_cls: 2.0461, loss: 2.0461, grad_norm: 3.8031 2021-01-27 16:35:47,087 - mmaction - INFO - Epoch [204][540/2147] lr: 2.042e-02, eta: 2 days, 5:00:18, time: 1.435, data_time: 0.014, memory: 16628, top1_acc: 0.5344, top5_acc: 0.7607, loss_cls: 2.0179, loss: 2.0179, grad_norm: 3.6816 2021-01-27 16:36:16,738 - mmaction - INFO - Epoch [204][560/2147] lr: 2.042e-02, eta: 2 days, 4:59:43, time: 1.480, data_time: 0.004, memory: 16628, top1_acc: 0.5281, top5_acc: 0.7567, loss_cls: 2.0210, loss: 2.0210, grad_norm: 3.6454 2021-01-27 16:36:52,784 - mmaction - INFO - Epoch [204][580/2147] lr: 2.042e-02, eta: 2 days, 4:59:10, time: 1.802, data_time: 0.004, memory: 16628, top1_acc: 0.5219, top5_acc: 0.7562, loss_cls: 2.0256, loss: 2.0256, grad_norm: 3.7729 2021-01-27 16:37:28,588 - mmaction - INFO - Epoch [204][600/2147] lr: 2.042e-02, eta: 2 days, 4:58:37, time: 1.781, data_time: 0.016, memory: 16628, top1_acc: 0.5527, top5_acc: 0.7674, loss_cls: 1.9631, loss: 1.9631, grad_norm: 3.6938 2021-01-27 16:37:58,801 - mmaction - INFO - Epoch [204][620/2147] lr: 2.042e-02, eta: 2 days, 4:58:03, time: 1.522, data_time: 0.017, memory: 16628, top1_acc: 0.5366, top5_acc: 0.7469, loss_cls: 2.0334, loss: 2.0334, grad_norm: 3.7437 2021-01-27 16:38:30,569 - mmaction - INFO - Epoch [204][640/2147] lr: 2.042e-02, eta: 2 days, 4:57:28, time: 1.589, data_time: 0.007, memory: 16628, top1_acc: 0.5455, top5_acc: 0.7665, loss_cls: 1.9654, loss: 1.9654, grad_norm: 3.6860 2021-01-27 16:38:59,355 - mmaction - INFO - Epoch [204][660/2147] lr: 2.042e-02, eta: 2 days, 4:56:53, time: 1.440, data_time: 0.004, memory: 16628, top1_acc: 0.5268, top5_acc: 0.7580, loss_cls: 1.9839, loss: 1.9839, grad_norm: 3.6375 2021-01-27 16:39:30,970 - mmaction - INFO - Epoch [204][680/2147] lr: 2.042e-02, eta: 2 days, 4:56:19, time: 1.579, data_time: 0.004, memory: 16628, top1_acc: 0.5549, top5_acc: 0.7670, loss_cls: 1.9601, loss: 1.9601, grad_norm: 3.6334 2021-01-27 16:40:00,673 - mmaction - INFO - Epoch [204][700/2147] lr: 2.042e-02, eta: 2 days, 4:55:44, time: 1.484, data_time: 0.005, memory: 16628, top1_acc: 0.5397, top5_acc: 0.7683, loss_cls: 1.9924, loss: 1.9924, grad_norm: 3.6464 2021-01-27 16:40:32,401 - mmaction - INFO - Epoch [204][720/2147] lr: 2.042e-02, eta: 2 days, 4:55:10, time: 1.585, data_time: 0.012, memory: 16628, top1_acc: 0.5473, top5_acc: 0.7674, loss_cls: 1.9730, loss: 1.9730, grad_norm: 3.6708 2021-01-27 16:41:01,560 - mmaction - INFO - Epoch [204][740/2147] lr: 2.042e-02, eta: 2 days, 4:54:35, time: 1.462, data_time: 0.009, memory: 16628, top1_acc: 0.5366, top5_acc: 0.7647, loss_cls: 1.9932, loss: 1.9932, grad_norm: 3.7858 2021-01-27 16:41:31,317 - mmaction - INFO - Epoch [204][760/2147] lr: 2.042e-02, eta: 2 days, 4:54:01, time: 1.484, data_time: 0.003, memory: 16628, top1_acc: 0.5326, top5_acc: 0.7692, loss_cls: 1.9760, loss: 1.9760, grad_norm: 3.7740 2021-01-27 16:42:14,371 - mmaction - INFO - Epoch [204][780/2147] lr: 2.042e-02, eta: 2 days, 4:53:29, time: 2.157, data_time: 0.010, memory: 16628, top1_acc: 0.5424, top5_acc: 0.7638, loss_cls: 1.9840, loss: 1.9840, grad_norm: 3.7573 2021-01-27 16:42:44,765 - mmaction - INFO - Epoch [204][800/2147] lr: 2.042e-02, eta: 2 days, 4:52:55, time: 1.513, data_time: 0.005, memory: 16628, top1_acc: 0.5348, top5_acc: 0.7634, loss_cls: 2.0158, loss: 2.0158, grad_norm: 3.6960 2021-01-27 16:43:14,026 - mmaction - INFO - Epoch [204][820/2147] lr: 2.042e-02, eta: 2 days, 4:52:20, time: 1.469, data_time: 0.011, memory: 16628, top1_acc: 0.5268, top5_acc: 0.7625, loss_cls: 2.0580, loss: 2.0580, grad_norm: 3.7954 2021-01-27 16:43:42,871 - mmaction - INFO - Epoch [204][840/2147] lr: 2.042e-02, eta: 2 days, 4:51:45, time: 1.434, data_time: 0.002, memory: 16628, top1_acc: 0.5250, top5_acc: 0.7478, loss_cls: 2.0485, loss: 2.0485, grad_norm: 3.7567 2021-01-27 16:44:12,271 - mmaction - INFO - Epoch [204][860/2147] lr: 2.042e-02, eta: 2 days, 4:51:10, time: 1.448, data_time: 0.010, memory: 16628, top1_acc: 0.5304, top5_acc: 0.7585, loss_cls: 2.0055, loss: 2.0055, grad_norm: 3.7538 2021-01-27 16:44:48,311 - mmaction - INFO - Epoch [204][880/2147] lr: 2.042e-02, eta: 2 days, 4:50:37, time: 1.825, data_time: 0.034, memory: 16628, top1_acc: 0.5219, top5_acc: 0.7585, loss_cls: 2.0368, loss: 2.0368, grad_norm: 3.7237 2021-01-27 16:45:18,573 - mmaction - INFO - Epoch [204][900/2147] lr: 2.042e-02, eta: 2 days, 4:50:03, time: 1.518, data_time: 0.014, memory: 16628, top1_acc: 0.4987, top5_acc: 0.7455, loss_cls: 2.1182, loss: 2.1182, grad_norm: 3.7118 2021-01-27 16:45:49,046 - mmaction - INFO - Epoch [204][920/2147] lr: 2.042e-02, eta: 2 days, 4:49:28, time: 1.525, data_time: 0.007, memory: 16628, top1_acc: 0.5353, top5_acc: 0.7554, loss_cls: 2.0040, loss: 2.0040, grad_norm: 3.7498 2021-01-27 16:46:18,069 - mmaction - INFO - Epoch [204][940/2147] lr: 2.042e-02, eta: 2 days, 4:48:53, time: 1.452, data_time: 0.003, memory: 16628, top1_acc: 0.5228, top5_acc: 0.7674, loss_cls: 2.0253, loss: 2.0253, grad_norm: 3.8423 2021-01-27 16:46:55,994 - mmaction - INFO - Epoch [204][960/2147] lr: 2.042e-02, eta: 2 days, 4:48:21, time: 1.889, data_time: 0.002, memory: 16628, top1_acc: 0.5161, top5_acc: 0.7460, loss_cls: 2.0485, loss: 2.0485, grad_norm: 3.6458 2021-01-27 16:47:24,288 - mmaction - INFO - Epoch [204][980/2147] lr: 2.042e-02, eta: 2 days, 4:47:45, time: 1.421, data_time: 0.015, memory: 16628, top1_acc: 0.5321, top5_acc: 0.7496, loss_cls: 2.0453, loss: 2.0453, grad_norm: 3.7200 2021-01-27 16:47:53,791 - mmaction - INFO - Epoch [204][1000/2147] lr: 2.042e-02, eta: 2 days, 4:47:11, time: 1.476, data_time: 0.004, memory: 16628, top1_acc: 0.5339, top5_acc: 0.7634, loss_cls: 2.0092, loss: 2.0092, grad_norm: 3.6757 2021-01-27 16:48:24,277 - mmaction - INFO - Epoch [204][1020/2147] lr: 2.042e-02, eta: 2 days, 4:46:36, time: 1.523, data_time: 0.016, memory: 16628, top1_acc: 0.5571, top5_acc: 0.7763, loss_cls: 1.9362, loss: 1.9362, grad_norm: 3.5486 2021-01-27 16:48:54,679 - mmaction - INFO - Epoch [204][1040/2147] lr: 2.042e-02, eta: 2 days, 4:46:02, time: 1.520, data_time: 0.003, memory: 16628, top1_acc: 0.5304, top5_acc: 0.7786, loss_cls: 1.9710, loss: 1.9710, grad_norm: 3.6585 2021-01-27 16:49:23,189 - mmaction - INFO - Epoch [204][1060/2147] lr: 2.042e-02, eta: 2 days, 4:45:27, time: 1.424, data_time: 0.005, memory: 16628, top1_acc: 0.5241, top5_acc: 0.7621, loss_cls: 2.0078, loss: 2.0078, grad_norm: 3.7313 2021-01-27 16:49:52,830 - mmaction - INFO - Epoch [204][1080/2147] lr: 2.042e-02, eta: 2 days, 4:44:52, time: 1.479, data_time: 0.006, memory: 16628, top1_acc: 0.5460, top5_acc: 0.7656, loss_cls: 1.9613, loss: 1.9613, grad_norm: 3.6457 2021-01-27 16:50:24,337 - mmaction - INFO - Epoch [204][1100/2147] lr: 2.042e-02, eta: 2 days, 4:44:18, time: 1.575, data_time: 0.008, memory: 16628, top1_acc: 0.5241, top5_acc: 0.7549, loss_cls: 2.0249, loss: 2.0249, grad_norm: 3.7639 2021-01-27 16:50:55,557 - mmaction - INFO - Epoch [204][1120/2147] lr: 2.042e-02, eta: 2 days, 4:43:43, time: 1.562, data_time: 0.007, memory: 16628, top1_acc: 0.5205, top5_acc: 0.7388, loss_cls: 2.1028, loss: 2.1028, grad_norm: 3.7590 2021-01-27 16:51:25,278 - mmaction - INFO - Epoch [204][1140/2147] lr: 2.042e-02, eta: 2 days, 4:43:08, time: 1.479, data_time: 0.009, memory: 16628, top1_acc: 0.5232, top5_acc: 0.7415, loss_cls: 2.1102, loss: 2.1102, grad_norm: 3.7045 2021-01-27 16:52:03,314 - mmaction - INFO - Epoch [204][1160/2147] lr: 2.042e-02, eta: 2 days, 4:42:36, time: 1.907, data_time: 0.016, memory: 16628, top1_acc: 0.5397, top5_acc: 0.7696, loss_cls: 1.9944, loss: 1.9944, grad_norm: 3.7221 2021-01-27 16:52:32,541 - mmaction - INFO - Epoch [204][1180/2147] lr: 2.042e-02, eta: 2 days, 4:42:01, time: 1.467, data_time: 0.008, memory: 16628, top1_acc: 0.5330, top5_acc: 0.7616, loss_cls: 2.0330, loss: 2.0330, grad_norm: 3.8191 2021-01-27 16:53:13,745 - mmaction - INFO - Epoch [204][1200/2147] lr: 2.042e-02, eta: 2 days, 4:41:29, time: 2.056, data_time: 0.005, memory: 16628, top1_acc: 0.5179, top5_acc: 0.7585, loss_cls: 2.0495, loss: 2.0495, grad_norm: 3.7594 2021-01-27 16:53:45,384 - mmaction - INFO - Epoch [204][1220/2147] lr: 2.042e-02, eta: 2 days, 4:40:55, time: 1.584, data_time: 0.017, memory: 16628, top1_acc: 0.5263, top5_acc: 0.7504, loss_cls: 2.0703, loss: 2.0703, grad_norm: 3.8189 2021-01-27 16:54:15,521 - mmaction - INFO - Epoch [204][1240/2147] lr: 2.042e-02, eta: 2 days, 4:40:21, time: 1.509, data_time: 0.004, memory: 16628, top1_acc: 0.5263, top5_acc: 0.7554, loss_cls: 2.0516, loss: 2.0516, grad_norm: 3.7691 2021-01-27 16:54:46,705 - mmaction - INFO - Epoch [204][1260/2147] lr: 2.042e-02, eta: 2 days, 4:39:46, time: 1.559, data_time: 0.005, memory: 16628, top1_acc: 0.5147, top5_acc: 0.7509, loss_cls: 2.0531, loss: 2.0531, grad_norm: 3.8008 2021-01-27 16:55:17,587 - mmaction - INFO - Epoch [204][1280/2147] lr: 2.042e-02, eta: 2 days, 4:39:12, time: 1.541, data_time: 0.003, memory: 16628, top1_acc: 0.5281, top5_acc: 0.7696, loss_cls: 2.0065, loss: 2.0065, grad_norm: 3.7481 2021-01-27 16:55:50,421 - mmaction - INFO - Epoch [204][1300/2147] lr: 2.042e-02, eta: 2 days, 4:38:38, time: 1.644, data_time: 0.014, memory: 16628, top1_acc: 0.5522, top5_acc: 0.7786, loss_cls: 1.9361, loss: 1.9361, grad_norm: 3.7513 2021-01-27 16:56:18,952 - mmaction - INFO - Epoch [204][1320/2147] lr: 2.042e-02, eta: 2 days, 4:38:03, time: 1.427, data_time: 0.002, memory: 16628, top1_acc: 0.5424, top5_acc: 0.7701, loss_cls: 1.9530, loss: 1.9530, grad_norm: 3.7683 2021-01-27 16:56:51,771 - mmaction - INFO - Epoch [204][1340/2147] lr: 2.042e-02, eta: 2 days, 4:37:29, time: 1.641, data_time: 0.003, memory: 16628, top1_acc: 0.5612, top5_acc: 0.7839, loss_cls: 1.8797, loss: 1.8797, grad_norm: 3.6705 2021-01-27 16:57:22,084 - mmaction - INFO - Epoch [204][1360/2147] lr: 2.042e-02, eta: 2 days, 4:36:54, time: 1.513, data_time: 0.001, memory: 16628, top1_acc: 0.5254, top5_acc: 0.7723, loss_cls: 1.9999, loss: 1.9999, grad_norm: 3.7955 2021-01-27 16:58:00,837 - mmaction - INFO - Epoch [204][1380/2147] lr: 2.042e-02, eta: 2 days, 4:36:22, time: 1.929, data_time: 0.005, memory: 16628, top1_acc: 0.5205, top5_acc: 0.7402, loss_cls: 2.0822, loss: 2.0822, grad_norm: 3.8318 2021-01-27 16:58:31,813 - mmaction - INFO - Epoch [204][1400/2147] lr: 2.042e-02, eta: 2 days, 4:35:48, time: 1.559, data_time: 0.024, memory: 16628, top1_acc: 0.5393, top5_acc: 0.7567, loss_cls: 2.0282, loss: 2.0282, grad_norm: 3.7635 2021-01-27 16:59:07,328 - mmaction - INFO - Epoch [204][1420/2147] lr: 2.042e-02, eta: 2 days, 4:35:14, time: 1.771, data_time: 0.005, memory: 16628, top1_acc: 0.5317, top5_acc: 0.7558, loss_cls: 2.0353, loss: 2.0353, grad_norm: 3.7237 2021-01-27 16:59:35,820 - mmaction - INFO - Epoch [204][1440/2147] lr: 2.042e-02, eta: 2 days, 4:34:39, time: 1.431, data_time: 0.010, memory: 16628, top1_acc: 0.5446, top5_acc: 0.7723, loss_cls: 1.9822, loss: 1.9822, grad_norm: 3.7164 2021-01-27 17:00:09,184 - mmaction - INFO - Epoch [204][1460/2147] lr: 2.042e-02, eta: 2 days, 4:34:05, time: 1.665, data_time: 0.005, memory: 16628, top1_acc: 0.5295, top5_acc: 0.7687, loss_cls: 1.9938, loss: 1.9938, grad_norm: 3.8416 2021-01-27 17:00:38,882 - mmaction - INFO - Epoch [204][1480/2147] lr: 2.042e-02, eta: 2 days, 4:33:31, time: 1.485, data_time: 0.004, memory: 16628, top1_acc: 0.5402, top5_acc: 0.7839, loss_cls: 1.9186, loss: 1.9186, grad_norm: 3.7427 2021-01-27 17:01:10,513 - mmaction - INFO - Epoch [204][1500/2147] lr: 2.042e-02, eta: 2 days, 4:32:57, time: 1.584, data_time: 0.016, memory: 16628, top1_acc: 0.5286, top5_acc: 0.7647, loss_cls: 2.0319, loss: 2.0319, grad_norm: 3.7627 2021-01-27 17:01:42,503 - mmaction - INFO - Epoch [204][1520/2147] lr: 2.042e-02, eta: 2 days, 4:32:22, time: 1.515, data_time: 0.002, memory: 16628, top1_acc: 0.5429, top5_acc: 0.7603, loss_cls: 2.0234, loss: 2.0234, grad_norm: 3.8260 2021-01-27 17:02:15,582 - mmaction - INFO - Epoch [204][1540/2147] lr: 2.042e-02, eta: 2 days, 4:31:49, time: 1.735, data_time: 0.088, memory: 16628, top1_acc: 0.5460, top5_acc: 0.7643, loss_cls: 1.9731, loss: 1.9731, grad_norm: 3.6897 2021-01-27 17:02:44,468 - mmaction - INFO - Epoch [204][1560/2147] lr: 2.042e-02, eta: 2 days, 4:31:14, time: 1.447, data_time: 0.018, memory: 16628, top1_acc: 0.5201, top5_acc: 0.7634, loss_cls: 2.0377, loss: 2.0377, grad_norm: 3.7841 2021-01-27 17:03:15,036 - mmaction - INFO - Epoch [204][1580/2147] lr: 2.042e-02, eta: 2 days, 4:30:39, time: 1.528, data_time: 0.012, memory: 16628, top1_acc: 0.5286, top5_acc: 0.7598, loss_cls: 2.0485, loss: 2.0485, grad_norm: 3.8123 2021-01-27 17:03:47,398 - mmaction - INFO - Epoch [204][1600/2147] lr: 2.042e-02, eta: 2 days, 4:30:05, time: 1.607, data_time: 0.004, memory: 16628, top1_acc: 0.5326, top5_acc: 0.7549, loss_cls: 2.0175, loss: 2.0175, grad_norm: 3.6959 2021-01-27 17:04:18,419 - mmaction - INFO - Epoch [204][1620/2147] lr: 2.042e-02, eta: 2 days, 4:29:31, time: 1.562, data_time: 0.015, memory: 16628, top1_acc: 0.5375, top5_acc: 0.7665, loss_cls: 1.9790, loss: 1.9790, grad_norm: 3.7167 2021-01-27 17:04:46,654 - mmaction - INFO - Epoch [204][1640/2147] lr: 2.042e-02, eta: 2 days, 4:28:56, time: 1.412, data_time: 0.004, memory: 16628, top1_acc: 0.5500, top5_acc: 0.7714, loss_cls: 1.9220, loss: 1.9220, grad_norm: 3.7164 2021-01-27 17:05:15,823 - mmaction - INFO - Epoch [204][1660/2147] lr: 2.042e-02, eta: 2 days, 4:28:21, time: 1.459, data_time: 0.002, memory: 16628, top1_acc: 0.5192, top5_acc: 0.7580, loss_cls: 2.0388, loss: 2.0388, grad_norm: 3.8528 2021-01-27 17:05:46,360 - mmaction - INFO - Epoch [204][1680/2147] lr: 2.042e-02, eta: 2 days, 4:27:46, time: 1.524, data_time: 0.005, memory: 16628, top1_acc: 0.5460, top5_acc: 0.7710, loss_cls: 1.9435, loss: 1.9435, grad_norm: 3.6203 2021-01-27 17:06:18,602 - mmaction - INFO - Epoch [204][1700/2147] lr: 2.042e-02, eta: 2 days, 4:27:12, time: 1.615, data_time: 0.010, memory: 16628, top1_acc: 0.5442, top5_acc: 0.7750, loss_cls: 1.9529, loss: 1.9529, grad_norm: 3.6846 2021-01-27 17:06:57,412 - mmaction - INFO - Epoch [204][1720/2147] lr: 2.042e-02, eta: 2 days, 4:26:40, time: 1.941, data_time: 0.004, memory: 16628, top1_acc: 0.5170, top5_acc: 0.7589, loss_cls: 2.0697, loss: 2.0697, grad_norm: 3.7994 2021-01-27 17:07:26,207 - mmaction - INFO - Epoch [204][1740/2147] lr: 2.042e-02, eta: 2 days, 4:26:05, time: 1.436, data_time: 0.002, memory: 16628, top1_acc: 0.5379, top5_acc: 0.7754, loss_cls: 1.9491, loss: 1.9491, grad_norm: 3.6842 2021-01-27 17:07:55,788 - mmaction - INFO - Epoch [204][1760/2147] lr: 2.042e-02, eta: 2 days, 4:25:30, time: 1.479, data_time: 0.006, memory: 16628, top1_acc: 0.5429, top5_acc: 0.7629, loss_cls: 1.9821, loss: 1.9821, grad_norm: 3.6891 2021-01-27 17:08:25,164 - mmaction - INFO - Epoch [204][1780/2147] lr: 2.042e-02, eta: 2 days, 4:24:55, time: 1.473, data_time: 0.008, memory: 16628, top1_acc: 0.5460, top5_acc: 0.7647, loss_cls: 2.0005, loss: 2.0005, grad_norm: 3.7883 2021-01-27 17:08:55,095 - mmaction - INFO - Epoch [204][1800/2147] lr: 2.042e-02, eta: 2 days, 4:24:21, time: 1.491, data_time: 0.007, memory: 16628, top1_acc: 0.5393, top5_acc: 0.7688, loss_cls: 1.9943, loss: 1.9943, grad_norm: 3.7855 2021-01-27 17:09:26,259 - mmaction - INFO - Epoch [204][1820/2147] lr: 2.042e-02, eta: 2 days, 4:23:46, time: 1.561, data_time: 0.018, memory: 16628, top1_acc: 0.5518, top5_acc: 0.7817, loss_cls: 1.9220, loss: 1.9220, grad_norm: 3.7346 2021-01-27 17:09:54,790 - mmaction - INFO - Epoch [204][1840/2147] lr: 2.042e-02, eta: 2 days, 4:23:11, time: 1.429, data_time: 0.006, memory: 16628, top1_acc: 0.5321, top5_acc: 0.7705, loss_cls: 1.9783, loss: 1.9783, grad_norm: 3.7398 2021-01-27 17:10:25,993 - mmaction - INFO - Epoch [204][1860/2147] lr: 2.042e-02, eta: 2 days, 4:22:37, time: 1.559, data_time: 0.005, memory: 16628, top1_acc: 0.5420, top5_acc: 0.7674, loss_cls: 1.9917, loss: 1.9917, grad_norm: 3.6926 2021-01-27 17:10:56,516 - mmaction - INFO - Epoch [204][1880/2147] lr: 2.042e-02, eta: 2 days, 4:22:03, time: 1.527, data_time: 0.008, memory: 16628, top1_acc: 0.5304, top5_acc: 0.7589, loss_cls: 2.0528, loss: 2.0528, grad_norm: 3.8211 2021-01-27 17:11:30,750 - mmaction - INFO - Epoch [204][1900/2147] lr: 2.042e-02, eta: 2 days, 4:21:29, time: 1.710, data_time: 0.003, memory: 16628, top1_acc: 0.5272, top5_acc: 0.7509, loss_cls: 2.0392, loss: 2.0392, grad_norm: 3.7621 2021-01-27 17:12:03,785 - mmaction - INFO - Epoch [204][1920/2147] lr: 2.042e-02, eta: 2 days, 4:20:55, time: 1.649, data_time: 0.004, memory: 16628, top1_acc: 0.5500, top5_acc: 0.7585, loss_cls: 1.9964, loss: 1.9964, grad_norm: 3.6939 2021-01-27 17:12:33,897 - mmaction - INFO - Epoch [204][1940/2147] lr: 2.042e-02, eta: 2 days, 4:20:20, time: 1.510, data_time: 0.009, memory: 16628, top1_acc: 0.5455, top5_acc: 0.7723, loss_cls: 1.9465, loss: 1.9465, grad_norm: 3.7372 2021-01-27 17:13:04,238 - mmaction - INFO - Epoch [204][1960/2147] lr: 2.042e-02, eta: 2 days, 4:19:46, time: 1.518, data_time: 0.003, memory: 16628, top1_acc: 0.5165, top5_acc: 0.7536, loss_cls: 2.0600, loss: 2.0600, grad_norm: 3.8627 2021-01-27 17:13:32,689 - mmaction - INFO - Epoch [204][1980/2147] lr: 2.042e-02, eta: 2 days, 4:19:11, time: 1.421, data_time: 0.002, memory: 16628, top1_acc: 0.5496, top5_acc: 0.7554, loss_cls: 2.0155, loss: 2.0155, grad_norm: 3.5954 2021-01-27 17:14:01,768 - mmaction - INFO - Epoch [204][2000/2147] lr: 2.042e-02, eta: 2 days, 4:18:36, time: 1.452, data_time: 0.004, memory: 16628, top1_acc: 0.5433, top5_acc: 0.7719, loss_cls: 2.0019, loss: 2.0019, grad_norm: 3.6858 2021-01-27 17:14:32,079 - mmaction - INFO - Epoch [204][2020/2147] lr: 2.042e-02, eta: 2 days, 4:18:01, time: 1.518, data_time: 0.009, memory: 16628, top1_acc: 0.5540, top5_acc: 0.7665, loss_cls: 1.9438, loss: 1.9438, grad_norm: 3.6885 2021-01-27 17:15:00,911 - mmaction - INFO - Epoch [204][2040/2147] lr: 2.042e-02, eta: 2 days, 4:17:27, time: 1.437, data_time: 0.006, memory: 16628, top1_acc: 0.5402, top5_acc: 0.7679, loss_cls: 1.9465, loss: 1.9465, grad_norm: 3.6994 2021-01-27 17:15:31,921 - mmaction - INFO - Epoch [204][2060/2147] lr: 2.042e-02, eta: 2 days, 4:16:52, time: 1.550, data_time: 0.010, memory: 16628, top1_acc: 0.5237, top5_acc: 0.7571, loss_cls: 2.0438, loss: 2.0438, grad_norm: 3.7906 2021-01-27 17:16:00,614 - mmaction - INFO - Epoch [204][2080/2147] lr: 2.042e-02, eta: 2 days, 4:16:17, time: 1.441, data_time: 0.008, memory: 16628, top1_acc: 0.5246, top5_acc: 0.7554, loss_cls: 2.0665, loss: 2.0665, grad_norm: 3.6794 2021-01-27 17:16:35,398 - mmaction - INFO - Epoch [204][2100/2147] lr: 2.042e-02, eta: 2 days, 4:15:43, time: 1.627, data_time: 0.005, memory: 16628, top1_acc: 0.5237, top5_acc: 0.7446, loss_cls: 2.0861, loss: 2.0861, grad_norm: 3.7119 2021-01-27 17:17:06,793 - mmaction - INFO - Epoch [204][2120/2147] lr: 2.042e-02, eta: 2 days, 4:15:10, time: 1.680, data_time: 0.126, memory: 16628, top1_acc: 0.5286, top5_acc: 0.7580, loss_cls: 2.0371, loss: 2.0371, grad_norm: 3.7874 2021-01-27 17:17:35,948 - mmaction - INFO - Epoch [204][2140/2147] lr: 2.042e-02, eta: 2 days, 4:14:35, time: 1.456, data_time: 0.004, memory: 16628, top1_acc: 0.5232, top5_acc: 0.7571, loss_cls: 2.0157, loss: 2.0157, grad_norm: 3.7019 2021-01-27 17:18:05,594 - mmaction - INFO - Saving checkpoint at 204 epochs 2021-01-27 17:23:14,070 - mmaction - INFO - Epoch [205][20/2147] lr: 1.968e-02, eta: 2 days, 4:14:56, time: 15.334, data_time: 13.761, memory: 16628, top1_acc: 0.5464, top5_acc: 0.7670, loss_cls: 2.0198, loss: 2.0198, grad_norm: 3.7691 2021-01-27 17:23:42,325 - mmaction - INFO - Epoch [205][40/2147] lr: 1.968e-02, eta: 2 days, 4:14:21, time: 1.413, data_time: 0.006, memory: 16628, top1_acc: 0.5433, top5_acc: 0.7629, loss_cls: 1.9884, loss: 1.9884, grad_norm: 3.6560 2021-01-27 17:24:11,093 - mmaction - INFO - Epoch [205][60/2147] lr: 1.968e-02, eta: 2 days, 4:13:46, time: 1.439, data_time: 0.006, memory: 16628, top1_acc: 0.5371, top5_acc: 0.7522, loss_cls: 2.0093, loss: 2.0093, grad_norm: 3.6705 2021-01-27 17:24:40,008 - mmaction - INFO - Epoch [205][80/2147] lr: 1.968e-02, eta: 2 days, 4:13:11, time: 1.446, data_time: 0.007, memory: 16628, top1_acc: 0.5210, top5_acc: 0.7585, loss_cls: 2.0352, loss: 2.0352, grad_norm: 3.7293 2021-01-27 17:25:10,910 - mmaction - INFO - Epoch [205][100/2147] lr: 1.968e-02, eta: 2 days, 4:12:36, time: 1.545, data_time: 0.002, memory: 16628, top1_acc: 0.5429, top5_acc: 0.7795, loss_cls: 1.9299, loss: 1.9299, grad_norm: 3.6908 2021-01-27 17:25:42,121 - mmaction - INFO - Epoch [205][120/2147] lr: 1.968e-02, eta: 2 days, 4:12:02, time: 1.560, data_time: 0.006, memory: 16628, top1_acc: 0.5433, top5_acc: 0.7688, loss_cls: 1.9388, loss: 1.9388, grad_norm: 3.7831 2021-01-27 17:26:10,934 - mmaction - INFO - Epoch [205][140/2147] lr: 1.968e-02, eta: 2 days, 4:11:27, time: 1.440, data_time: 0.004, memory: 16628, top1_acc: 0.5446, top5_acc: 0.7741, loss_cls: 1.9343, loss: 1.9343, grad_norm: 3.7321 2021-01-27 17:26:44,576 - mmaction - INFO - Epoch [205][160/2147] lr: 1.968e-02, eta: 2 days, 4:10:53, time: 1.648, data_time: 0.004, memory: 16628, top1_acc: 0.5384, top5_acc: 0.7576, loss_cls: 2.0457, loss: 2.0457, grad_norm: 3.7401 2021-01-27 17:27:17,031 - mmaction - INFO - Epoch [205][180/2147] lr: 1.968e-02, eta: 2 days, 4:10:19, time: 1.657, data_time: 0.038, memory: 16628, top1_acc: 0.5299, top5_acc: 0.7679, loss_cls: 2.0267, loss: 2.0267, grad_norm: 3.6566 2021-01-27 17:27:48,345 - mmaction - INFO - Epoch [205][200/2147] lr: 1.968e-02, eta: 2 days, 4:09:45, time: 1.565, data_time: 0.009, memory: 16628, top1_acc: 0.5411, top5_acc: 0.7679, loss_cls: 1.9880, loss: 1.9880, grad_norm: 3.7819 2021-01-27 17:28:17,490 - mmaction - INFO - Epoch [205][220/2147] lr: 1.968e-02, eta: 2 days, 4:09:10, time: 1.458, data_time: 0.004, memory: 16628, top1_acc: 0.5357, top5_acc: 0.7714, loss_cls: 1.9931, loss: 1.9931, grad_norm: 3.8060 2021-01-27 17:28:48,634 - mmaction - INFO - Epoch [205][240/2147] lr: 1.968e-02, eta: 2 days, 4:08:36, time: 1.558, data_time: 0.030, memory: 16628, top1_acc: 0.5254, top5_acc: 0.7513, loss_cls: 2.0461, loss: 2.0461, grad_norm: 3.7605 2021-01-27 17:29:21,194 - mmaction - INFO - Epoch [205][260/2147] lr: 1.968e-02, eta: 2 days, 4:08:02, time: 1.623, data_time: 0.004, memory: 16628, top1_acc: 0.5326, top5_acc: 0.7603, loss_cls: 2.0378, loss: 2.0378, grad_norm: 3.7824 2021-01-27 17:29:51,628 - mmaction - INFO - Epoch [205][280/2147] lr: 1.968e-02, eta: 2 days, 4:07:27, time: 1.514, data_time: 0.012, memory: 16628, top1_acc: 0.5353, top5_acc: 0.7603, loss_cls: 2.0156, loss: 2.0156, grad_norm: 3.8334 2021-01-27 17:30:20,600 - mmaction - INFO - Epoch [205][300/2147] lr: 1.968e-02, eta: 2 days, 4:06:52, time: 1.450, data_time: 0.024, memory: 16628, top1_acc: 0.5451, top5_acc: 0.7625, loss_cls: 2.0006, loss: 2.0006, grad_norm: 3.7285 2021-01-27 17:30:52,148 - mmaction - INFO - Epoch [205][320/2147] lr: 1.968e-02, eta: 2 days, 4:06:18, time: 1.588, data_time: 0.019, memory: 16628, top1_acc: 0.5411, top5_acc: 0.7652, loss_cls: 1.9684, loss: 1.9684, grad_norm: 3.7519 2021-01-27 17:31:23,191 - mmaction - INFO - Epoch [205][340/2147] lr: 1.968e-02, eta: 2 days, 4:05:44, time: 1.552, data_time: 0.003, memory: 16628, top1_acc: 0.5460, top5_acc: 0.7754, loss_cls: 1.9465, loss: 1.9465, grad_norm: 3.7056 2021-01-27 17:31:54,264 - mmaction - INFO - Epoch [205][360/2147] lr: 1.968e-02, eta: 2 days, 4:05:09, time: 1.547, data_time: 0.010, memory: 16628, top1_acc: 0.5353, top5_acc: 0.7576, loss_cls: 2.0212, loss: 2.0212, grad_norm: 3.8701 2021-01-27 17:32:22,757 - mmaction - INFO - Epoch [205][380/2147] lr: 1.968e-02, eta: 2 days, 4:04:34, time: 1.432, data_time: 0.014, memory: 16628, top1_acc: 0.5469, top5_acc: 0.7692, loss_cls: 2.0099, loss: 2.0099, grad_norm: 3.8042 2021-01-27 17:32:53,238 - mmaction - INFO - Epoch [205][400/2147] lr: 1.968e-02, eta: 2 days, 4:04:00, time: 1.523, data_time: 0.003, memory: 16628, top1_acc: 0.5379, top5_acc: 0.7603, loss_cls: 1.9941, loss: 1.9941, grad_norm: 3.7652 2021-01-27 17:33:21,993 - mmaction - INFO - Epoch [205][420/2147] lr: 1.968e-02, eta: 2 days, 4:03:25, time: 1.439, data_time: 0.004, memory: 16628, top1_acc: 0.5366, top5_acc: 0.7741, loss_cls: 1.9590, loss: 1.9590, grad_norm: 3.8226 2021-01-27 17:33:50,444 - mmaction - INFO - Epoch [205][440/2147] lr: 1.968e-02, eta: 2 days, 4:02:50, time: 1.422, data_time: 0.003, memory: 16628, top1_acc: 0.5402, top5_acc: 0.7723, loss_cls: 1.9414, loss: 1.9414, grad_norm: 3.7757 2021-01-27 17:34:22,673 - mmaction - INFO - Epoch [205][460/2147] lr: 1.968e-02, eta: 2 days, 4:02:16, time: 1.612, data_time: 0.009, memory: 16628, top1_acc: 0.5522, top5_acc: 0.7585, loss_cls: 1.9915, loss: 1.9915, grad_norm: 3.8194 2021-01-27 17:34:55,222 - mmaction - INFO - Epoch [205][480/2147] lr: 1.968e-02, eta: 2 days, 4:01:42, time: 1.619, data_time: 0.004, memory: 16628, top1_acc: 0.5335, top5_acc: 0.7634, loss_cls: 1.9893, loss: 1.9893, grad_norm: 3.7986 2021-01-27 17:35:26,010 - mmaction - INFO - Epoch [205][500/2147] lr: 1.968e-02, eta: 2 days, 4:01:07, time: 1.544, data_time: 0.012, memory: 16628, top1_acc: 0.5482, top5_acc: 0.7723, loss_cls: 1.9801, loss: 1.9801, grad_norm: 3.8458 2021-01-27 17:35:55,725 - mmaction - INFO - Epoch [205][520/2147] lr: 1.968e-02, eta: 2 days, 4:00:33, time: 1.484, data_time: 0.008, memory: 16628, top1_acc: 0.5335, top5_acc: 0.7504, loss_cls: 2.0542, loss: 2.0542, grad_norm: 3.7874 2021-01-27 17:36:29,249 - mmaction - INFO - Epoch [205][540/2147] lr: 1.968e-02, eta: 2 days, 3:59:59, time: 1.680, data_time: 0.011, memory: 16628, top1_acc: 0.5219, top5_acc: 0.7638, loss_cls: 2.0127, loss: 2.0127, grad_norm: 3.8342 2021-01-27 17:37:00,340 - mmaction - INFO - Epoch [205][560/2147] lr: 1.968e-02, eta: 2 days, 3:59:25, time: 1.549, data_time: 0.012, memory: 16628, top1_acc: 0.5397, top5_acc: 0.7688, loss_cls: 1.9875, loss: 1.9875, grad_norm: 3.8020 2021-01-27 17:37:28,667 - mmaction - INFO - Epoch [205][580/2147] lr: 1.968e-02, eta: 2 days, 3:58:50, time: 1.422, data_time: 0.011, memory: 16628, top1_acc: 0.5116, top5_acc: 0.7558, loss_cls: 2.0744, loss: 2.0744, grad_norm: 3.9269 2021-01-27 17:38:00,879 - mmaction - INFO - Epoch [205][600/2147] lr: 1.968e-02, eta: 2 days, 3:58:15, time: 1.612, data_time: 0.004, memory: 16628, top1_acc: 0.5335, top5_acc: 0.7638, loss_cls: 1.9904, loss: 1.9904, grad_norm: 3.7834 2021-01-27 17:38:29,328 - mmaction - INFO - Epoch [205][620/2147] lr: 1.968e-02, eta: 2 days, 3:57:40, time: 1.423, data_time: 0.003, memory: 16628, top1_acc: 0.5415, top5_acc: 0.7754, loss_cls: 1.9661, loss: 1.9661, grad_norm: 3.6384 2021-01-27 17:38:58,239 - mmaction - INFO - Epoch [205][640/2147] lr: 1.968e-02, eta: 2 days, 3:57:06, time: 1.446, data_time: 0.002, memory: 16628, top1_acc: 0.5254, top5_acc: 0.7683, loss_cls: 1.9929, loss: 1.9929, grad_norm: 3.7801 2021-01-27 17:39:29,731 - mmaction - INFO - Epoch [205][660/2147] lr: 1.968e-02, eta: 2 days, 3:56:31, time: 1.571, data_time: 0.001, memory: 16628, top1_acc: 0.5317, top5_acc: 0.7625, loss_cls: 2.0353, loss: 2.0353, grad_norm: 3.8570 2021-01-27 17:39:58,614 - mmaction - INFO - Epoch [205][680/2147] lr: 1.968e-02, eta: 2 days, 3:55:56, time: 1.445, data_time: 0.007, memory: 16628, top1_acc: 0.5402, top5_acc: 0.7741, loss_cls: 1.9502, loss: 1.9502, grad_norm: 3.8200 2021-01-27 17:40:29,071 - mmaction - INFO - Epoch [205][700/2147] lr: 1.968e-02, eta: 2 days, 3:55:22, time: 1.525, data_time: 0.005, memory: 16628, top1_acc: 0.5348, top5_acc: 0.7696, loss_cls: 1.9937, loss: 1.9937, grad_norm: 3.9605 2021-01-27 17:40:59,502 - mmaction - INFO - Epoch [205][720/2147] lr: 1.968e-02, eta: 2 days, 3:54:47, time: 1.520, data_time: 0.002, memory: 16628, top1_acc: 0.5299, top5_acc: 0.7652, loss_cls: 2.0196, loss: 2.0196, grad_norm: 3.7598 2021-01-27 17:41:29,085 - mmaction - INFO - Epoch [205][740/2147] lr: 1.968e-02, eta: 2 days, 3:54:13, time: 1.479, data_time: 0.005, memory: 16628, top1_acc: 0.5259, top5_acc: 0.7679, loss_cls: 1.9823, loss: 1.9823, grad_norm: 3.7734 2021-01-27 17:41:59,866 - mmaction - INFO - Epoch [205][760/2147] lr: 1.968e-02, eta: 2 days, 3:53:38, time: 1.533, data_time: 0.016, memory: 16628, top1_acc: 0.5433, top5_acc: 0.7746, loss_cls: 1.9726, loss: 1.9726, grad_norm: 3.8326 2021-01-27 17:42:29,581 - mmaction - INFO - Epoch [205][780/2147] lr: 1.968e-02, eta: 2 days, 3:53:03, time: 1.492, data_time: 0.010, memory: 16628, top1_acc: 0.5397, top5_acc: 0.7719, loss_cls: 1.9693, loss: 1.9693, grad_norm: 3.7890 2021-01-27 17:42:58,197 - mmaction - INFO - Epoch [205][800/2147] lr: 1.968e-02, eta: 2 days, 3:52:28, time: 1.433, data_time: 0.006, memory: 16628, top1_acc: 0.5362, top5_acc: 0.7513, loss_cls: 2.0204, loss: 2.0204, grad_norm: 3.7907 2021-01-27 17:43:26,499 - mmaction - INFO - Epoch [205][820/2147] lr: 1.968e-02, eta: 2 days, 3:51:53, time: 1.415, data_time: 0.006, memory: 16628, top1_acc: 0.5201, top5_acc: 0.7705, loss_cls: 2.0449, loss: 2.0449, grad_norm: 3.7890 2021-01-27 17:43:57,620 - mmaction - INFO - Epoch [205][840/2147] lr: 1.968e-02, eta: 2 days, 3:51:19, time: 1.556, data_time: 0.004, memory: 16628, top1_acc: 0.5290, top5_acc: 0.7580, loss_cls: 1.9799, loss: 1.9799, grad_norm: 3.7248 2021-01-27 17:44:31,311 - mmaction - INFO - Epoch [205][860/2147] lr: 1.968e-02, eta: 2 days, 3:50:45, time: 1.680, data_time: 0.003, memory: 16628, top1_acc: 0.5304, top5_acc: 0.7763, loss_cls: 1.9591, loss: 1.9591, grad_norm: 3.7565 2021-01-27 17:45:00,442 - mmaction - INFO - Epoch [205][880/2147] lr: 1.968e-02, eta: 2 days, 3:50:11, time: 1.460, data_time: 0.008, memory: 16628, top1_acc: 0.5326, top5_acc: 0.7643, loss_cls: 2.0130, loss: 2.0130, grad_norm: 3.8227 2021-01-27 17:45:31,569 - mmaction - INFO - Epoch [205][900/2147] lr: 1.968e-02, eta: 2 days, 3:49:36, time: 1.553, data_time: 0.004, memory: 16628, top1_acc: 0.5420, top5_acc: 0.7527, loss_cls: 2.0171, loss: 2.0171, grad_norm: 3.7270 2021-01-27 17:46:02,172 - mmaction - INFO - Epoch [205][920/2147] lr: 1.968e-02, eta: 2 days, 3:49:02, time: 1.532, data_time: 0.012, memory: 16628, top1_acc: 0.5272, top5_acc: 0.7482, loss_cls: 2.0693, loss: 2.0693, grad_norm: 3.8272 2021-01-27 17:46:31,015 - mmaction - INFO - Epoch [205][940/2147] lr: 1.968e-02, eta: 2 days, 3:48:27, time: 1.442, data_time: 0.003, memory: 16628, top1_acc: 0.5388, top5_acc: 0.7616, loss_cls: 1.9974, loss: 1.9974, grad_norm: 3.6867 2021-01-27 17:47:00,855 - mmaction - INFO - Epoch [205][960/2147] lr: 1.968e-02, eta: 2 days, 3:47:52, time: 1.492, data_time: 0.005, memory: 16628, top1_acc: 0.5232, top5_acc: 0.7576, loss_cls: 2.0486, loss: 2.0486, grad_norm: 3.9127 2021-01-27 17:47:30,537 - mmaction - INFO - Epoch [205][980/2147] lr: 1.968e-02, eta: 2 days, 3:47:17, time: 1.486, data_time: 0.007, memory: 16628, top1_acc: 0.5339, top5_acc: 0.7531, loss_cls: 2.0262, loss: 2.0262, grad_norm: 3.8902 2021-01-27 17:48:00,571 - mmaction - INFO - Epoch [205][1000/2147] lr: 1.968e-02, eta: 2 days, 3:46:43, time: 1.502, data_time: 0.004, memory: 16628, top1_acc: 0.5268, top5_acc: 0.7527, loss_cls: 2.0240, loss: 2.0240, grad_norm: 3.8349 2021-01-27 17:48:29,819 - mmaction - INFO - Epoch [205][1020/2147] lr: 1.968e-02, eta: 2 days, 3:46:08, time: 1.459, data_time: 0.002, memory: 16628, top1_acc: 0.5496, top5_acc: 0.7723, loss_cls: 1.9734, loss: 1.9734, grad_norm: 3.7684 2021-01-27 17:49:00,320 - mmaction - INFO - Epoch [205][1040/2147] lr: 1.968e-02, eta: 2 days, 3:45:34, time: 1.528, data_time: 0.005, memory: 16628, top1_acc: 0.5487, top5_acc: 0.7737, loss_cls: 1.9493, loss: 1.9493, grad_norm: 3.8294 2021-01-27 17:49:32,068 - mmaction - INFO - Epoch [205][1060/2147] lr: 1.968e-02, eta: 2 days, 3:44:59, time: 1.584, data_time: 0.003, memory: 16628, top1_acc: 0.5402, top5_acc: 0.7714, loss_cls: 1.9855, loss: 1.9855, grad_norm: 3.7587 2021-01-27 17:50:00,479 - mmaction - INFO - Epoch [205][1080/2147] lr: 1.968e-02, eta: 2 days, 3:44:24, time: 1.424, data_time: 0.006, memory: 16628, top1_acc: 0.5232, top5_acc: 0.7571, loss_cls: 2.0431, loss: 2.0431, grad_norm: 3.8739 2021-01-27 17:50:32,602 - mmaction - INFO - Epoch [205][1100/2147] lr: 1.968e-02, eta: 2 days, 3:43:50, time: 1.606, data_time: 0.007, memory: 16628, top1_acc: 0.5348, top5_acc: 0.7589, loss_cls: 2.0172, loss: 2.0172, grad_norm: 3.7648 2021-01-27 17:51:00,962 - mmaction - INFO - Epoch [205][1120/2147] lr: 1.968e-02, eta: 2 days, 3:43:15, time: 1.417, data_time: 0.004, memory: 16628, top1_acc: 0.5415, top5_acc: 0.7674, loss_cls: 1.9539, loss: 1.9539, grad_norm: 3.7115 2021-01-27 17:51:30,862 - mmaction - INFO - Epoch [205][1140/2147] lr: 1.968e-02, eta: 2 days, 3:42:40, time: 1.491, data_time: 0.005, memory: 16628, top1_acc: 0.5500, top5_acc: 0.7777, loss_cls: 1.9655, loss: 1.9655, grad_norm: 3.8317 2021-01-27 17:52:06,428 - mmaction - INFO - Epoch [205][1160/2147] lr: 1.968e-02, eta: 2 days, 3:42:07, time: 1.780, data_time: 0.008, memory: 16628, top1_acc: 0.5188, top5_acc: 0.7692, loss_cls: 2.0277, loss: 2.0277, grad_norm: 3.8005 2021-01-27 17:52:35,955 - mmaction - INFO - Epoch [205][1180/2147] lr: 1.968e-02, eta: 2 days, 3:41:33, time: 1.476, data_time: 0.008, memory: 16628, top1_acc: 0.5433, top5_acc: 0.7603, loss_cls: 1.9975, loss: 1.9975, grad_norm: 3.7677 2021-01-27 17:53:04,354 - mmaction - INFO - Epoch [205][1200/2147] lr: 1.968e-02, eta: 2 days, 3:40:58, time: 1.424, data_time: 0.010, memory: 16628, top1_acc: 0.5424, top5_acc: 0.7625, loss_cls: 2.0075, loss: 2.0075, grad_norm: 3.7750 2021-01-27 17:53:34,989 - mmaction - INFO - Epoch [205][1220/2147] lr: 1.968e-02, eta: 2 days, 3:40:23, time: 1.529, data_time: 0.003, memory: 16628, top1_acc: 0.5272, top5_acc: 0.7656, loss_cls: 1.9803, loss: 1.9803, grad_norm: 3.8444 2021-01-27 17:54:06,317 - mmaction - INFO - Epoch [205][1240/2147] lr: 1.968e-02, eta: 2 days, 3:39:49, time: 1.565, data_time: 0.008, memory: 16628, top1_acc: 0.5299, top5_acc: 0.7598, loss_cls: 2.0377, loss: 2.0377, grad_norm: 3.7305 2021-01-27 17:54:35,489 - mmaction - INFO - Epoch [205][1260/2147] lr: 1.968e-02, eta: 2 days, 3:39:14, time: 1.463, data_time: 0.012, memory: 16628, top1_acc: 0.5268, top5_acc: 0.7402, loss_cls: 2.0866, loss: 2.0866, grad_norm: 3.8275 2021-01-27 17:55:07,487 - mmaction - INFO - Epoch [205][1280/2147] lr: 1.968e-02, eta: 2 days, 3:38:40, time: 1.583, data_time: 0.005, memory: 16628, top1_acc: 0.5268, top5_acc: 0.7433, loss_cls: 2.0622, loss: 2.0622, grad_norm: 3.7124 2021-01-27 17:55:40,467 - mmaction - INFO - Epoch [205][1300/2147] lr: 1.968e-02, eta: 2 days, 3:38:06, time: 1.660, data_time: 0.022, memory: 16628, top1_acc: 0.5272, top5_acc: 0.7621, loss_cls: 2.0246, loss: 2.0246, grad_norm: 3.7771 2021-01-27 17:56:13,127 - mmaction - INFO - Epoch [205][1320/2147] lr: 1.968e-02, eta: 2 days, 3:37:32, time: 1.635, data_time: 0.009, memory: 16628, top1_acc: 0.5232, top5_acc: 0.7554, loss_cls: 2.0311, loss: 2.0311, grad_norm: 3.8244 2021-01-27 17:56:48,485 - mmaction - INFO - Epoch [205][1340/2147] lr: 1.968e-02, eta: 2 days, 3:36:59, time: 1.764, data_time: 0.010, memory: 16628, top1_acc: 0.5371, top5_acc: 0.7696, loss_cls: 1.9783, loss: 1.9783, grad_norm: 3.7763 2021-01-27 17:57:19,632 - mmaction - INFO - Epoch [205][1360/2147] lr: 1.968e-02, eta: 2 days, 3:36:24, time: 1.562, data_time: 0.012, memory: 16628, top1_acc: 0.5237, top5_acc: 0.7482, loss_cls: 2.0700, loss: 2.0700, grad_norm: 3.7886 2021-01-27 17:57:53,167 - mmaction - INFO - Epoch [205][1380/2147] lr: 1.968e-02, eta: 2 days, 3:35:51, time: 1.677, data_time: 0.006, memory: 16628, top1_acc: 0.5335, top5_acc: 0.7656, loss_cls: 2.0053, loss: 2.0053, grad_norm: 3.8540 2021-01-27 17:58:23,935 - mmaction - INFO - Epoch [205][1400/2147] lr: 1.968e-02, eta: 2 days, 3:35:16, time: 1.530, data_time: 0.004, memory: 16628, top1_acc: 0.5277, top5_acc: 0.7652, loss_cls: 2.0117, loss: 2.0117, grad_norm: 3.7910 2021-01-27 17:58:53,550 - mmaction - INFO - Epoch [205][1420/2147] lr: 1.968e-02, eta: 2 days, 3:34:42, time: 1.484, data_time: 0.016, memory: 16628, top1_acc: 0.5504, top5_acc: 0.7790, loss_cls: 1.9290, loss: 1.9290, grad_norm: 3.7153 2021-01-27 17:59:22,062 - mmaction - INFO - Epoch [205][1440/2147] lr: 1.968e-02, eta: 2 days, 3:34:07, time: 1.434, data_time: 0.012, memory: 16628, top1_acc: 0.5335, top5_acc: 0.7558, loss_cls: 2.0044, loss: 2.0044, grad_norm: 3.8051 2021-01-27 17:59:52,706 - mmaction - INFO - Epoch [205][1460/2147] lr: 1.968e-02, eta: 2 days, 3:33:32, time: 1.531, data_time: 0.002, memory: 16628, top1_acc: 0.5299, top5_acc: 0.7656, loss_cls: 2.0331, loss: 2.0331, grad_norm: 3.7921 2021-01-27 18:00:22,154 - mmaction - INFO - Epoch [205][1480/2147] lr: 1.968e-02, eta: 2 days, 3:32:57, time: 1.465, data_time: 0.004, memory: 16628, top1_acc: 0.5540, top5_acc: 0.7661, loss_cls: 1.9273, loss: 1.9273, grad_norm: 3.6809 2021-01-27 18:00:51,951 - mmaction - INFO - Epoch [205][1500/2147] lr: 1.968e-02, eta: 2 days, 3:32:23, time: 1.498, data_time: 0.013, memory: 16628, top1_acc: 0.5317, top5_acc: 0.7580, loss_cls: 2.0113, loss: 2.0113, grad_norm: 3.8454 2021-01-27 18:01:24,814 - mmaction - INFO - Epoch [205][1520/2147] lr: 1.968e-02, eta: 2 days, 3:31:49, time: 1.641, data_time: 0.003, memory: 16628, top1_acc: 0.5473, top5_acc: 0.7571, loss_cls: 1.9505, loss: 1.9505, grad_norm: 3.7033 2021-01-27 18:02:06,286 - mmaction - INFO - Epoch [205][1540/2147] lr: 1.968e-02, eta: 2 days, 3:31:17, time: 2.072, data_time: 0.006, memory: 16628, top1_acc: 0.5491, top5_acc: 0.7737, loss_cls: 1.9550, loss: 1.9550, grad_norm: 3.7446 2021-01-27 18:02:35,018 - mmaction - INFO - Epoch [205][1560/2147] lr: 1.968e-02, eta: 2 days, 3:30:42, time: 1.440, data_time: 0.011, memory: 16628, top1_acc: 0.5429, top5_acc: 0.7683, loss_cls: 2.0018, loss: 2.0018, grad_norm: 3.7900 2021-01-27 18:03:07,390 - mmaction - INFO - Epoch [205][1580/2147] lr: 1.968e-02, eta: 2 days, 3:30:08, time: 1.619, data_time: 0.004, memory: 16628, top1_acc: 0.5402, top5_acc: 0.7607, loss_cls: 1.9882, loss: 1.9882, grad_norm: 3.9141 2021-01-27 18:03:41,696 - mmaction - INFO - Epoch [205][1600/2147] lr: 1.968e-02, eta: 2 days, 3:29:35, time: 1.715, data_time: 0.002, memory: 16628, top1_acc: 0.5241, top5_acc: 0.7536, loss_cls: 2.0471, loss: 2.0471, grad_norm: 3.7981 2021-01-27 18:04:10,313 - mmaction - INFO - Epoch [205][1620/2147] lr: 1.968e-02, eta: 2 days, 3:29:00, time: 1.431, data_time: 0.002, memory: 16628, top1_acc: 0.5344, top5_acc: 0.7656, loss_cls: 2.0002, loss: 2.0002, grad_norm: 3.7434 2021-01-27 18:04:40,690 - mmaction - INFO - Epoch [205][1640/2147] lr: 1.968e-02, eta: 2 days, 3:28:25, time: 1.520, data_time: 0.002, memory: 16628, top1_acc: 0.5402, top5_acc: 0.7670, loss_cls: 1.9847, loss: 1.9847, grad_norm: 3.7839 2021-01-27 18:05:11,863 - mmaction - INFO - Epoch [205][1660/2147] lr: 1.968e-02, eta: 2 days, 3:27:51, time: 1.556, data_time: 0.002, memory: 16628, top1_acc: 0.5205, top5_acc: 0.7607, loss_cls: 2.0180, loss: 2.0180, grad_norm: 3.8218 2021-01-27 18:05:40,383 - mmaction - INFO - Epoch [205][1680/2147] lr: 1.968e-02, eta: 2 days, 3:27:16, time: 1.426, data_time: 0.011, memory: 16628, top1_acc: 0.5237, top5_acc: 0.7442, loss_cls: 2.0753, loss: 2.0753, grad_norm: 3.7650 2021-01-27 18:06:10,791 - mmaction - INFO - Epoch [205][1700/2147] lr: 1.968e-02, eta: 2 days, 3:26:41, time: 1.523, data_time: 0.008, memory: 16628, top1_acc: 0.5433, top5_acc: 0.7737, loss_cls: 1.9898, loss: 1.9898, grad_norm: 3.7775 2021-01-27 18:06:44,724 - mmaction - INFO - Epoch [205][1720/2147] lr: 1.968e-02, eta: 2 days, 3:26:07, time: 1.649, data_time: 0.011, memory: 16628, top1_acc: 0.5411, top5_acc: 0.7728, loss_cls: 1.9628, loss: 1.9628, grad_norm: 3.8299 2021-01-27 18:07:17,287 - mmaction - INFO - Epoch [205][1740/2147] lr: 1.968e-02, eta: 2 days, 3:25:34, time: 1.676, data_time: 0.071, memory: 16628, top1_acc: 0.5509, top5_acc: 0.7884, loss_cls: 1.8923, loss: 1.8923, grad_norm: 3.7200 2021-01-27 18:07:48,141 - mmaction - INFO - Epoch [205][1760/2147] lr: 1.968e-02, eta: 2 days, 3:24:59, time: 1.540, data_time: 0.003, memory: 16628, top1_acc: 0.5339, top5_acc: 0.7482, loss_cls: 2.0351, loss: 2.0351, grad_norm: 3.7702 2021-01-27 18:08:18,008 - mmaction - INFO - Epoch [205][1780/2147] lr: 1.968e-02, eta: 2 days, 3:24:25, time: 1.496, data_time: 0.007, memory: 16628, top1_acc: 0.5317, top5_acc: 0.7491, loss_cls: 2.0594, loss: 2.0594, grad_norm: 3.7777 2021-01-27 18:08:47,834 - mmaction - INFO - Epoch [205][1800/2147] lr: 1.968e-02, eta: 2 days, 3:23:50, time: 1.491, data_time: 0.003, memory: 16628, top1_acc: 0.5406, top5_acc: 0.7665, loss_cls: 1.9764, loss: 1.9764, grad_norm: 3.7201 2021-01-27 18:09:16,351 - mmaction - INFO - Epoch [205][1820/2147] lr: 1.968e-02, eta: 2 days, 3:23:15, time: 1.426, data_time: 0.006, memory: 16628, top1_acc: 0.5344, top5_acc: 0.7562, loss_cls: 2.0461, loss: 2.0461, grad_norm: 3.8261 2021-01-27 18:09:45,889 - mmaction - INFO - Epoch [205][1840/2147] lr: 1.968e-02, eta: 2 days, 3:22:40, time: 1.477, data_time: 0.001, memory: 16628, top1_acc: 0.5509, top5_acc: 0.7737, loss_cls: 1.9213, loss: 1.9213, grad_norm: 3.8055 2021-01-27 18:10:14,154 - mmaction - INFO - Epoch [205][1860/2147] lr: 1.968e-02, eta: 2 days, 3:22:05, time: 1.413, data_time: 0.001, memory: 16628, top1_acc: 0.5375, top5_acc: 0.7603, loss_cls: 2.0008, loss: 2.0008, grad_norm: 3.8253 2021-01-27 18:10:46,793 - mmaction - INFO - Epoch [205][1880/2147] lr: 1.968e-02, eta: 2 days, 3:21:31, time: 1.625, data_time: 0.008, memory: 16628, top1_acc: 0.5406, top5_acc: 0.7665, loss_cls: 2.0072, loss: 2.0072, grad_norm: 3.7784 2021-01-27 18:11:15,350 - mmaction - INFO - Epoch [205][1900/2147] lr: 1.968e-02, eta: 2 days, 3:20:56, time: 1.434, data_time: 0.014, memory: 16628, top1_acc: 0.5384, top5_acc: 0.7741, loss_cls: 1.9587, loss: 1.9587, grad_norm: 3.8334 2021-01-27 18:11:51,836 - mmaction - INFO - Epoch [205][1920/2147] lr: 1.968e-02, eta: 2 days, 3:20:23, time: 1.821, data_time: 0.002, memory: 16628, top1_acc: 0.5344, top5_acc: 0.7656, loss_cls: 1.9919, loss: 1.9919, grad_norm: 3.7882 2021-01-27 18:12:23,822 - mmaction - INFO - Epoch [205][1940/2147] lr: 1.968e-02, eta: 2 days, 3:19:49, time: 1.594, data_time: 0.007, memory: 16628, top1_acc: 0.5348, top5_acc: 0.7540, loss_cls: 2.0366, loss: 2.0366, grad_norm: 3.8422 2021-01-27 18:12:53,454 - mmaction - INFO - Epoch [205][1960/2147] lr: 1.968e-02, eta: 2 days, 3:19:14, time: 1.491, data_time: 0.013, memory: 16628, top1_acc: 0.5348, top5_acc: 0.7696, loss_cls: 2.0754, loss: 2.0754, grad_norm: 3.8891 2021-01-27 18:13:21,938 - mmaction - INFO - Epoch [205][1980/2147] lr: 1.968e-02, eta: 2 days, 3:18:39, time: 1.424, data_time: 0.004, memory: 16628, top1_acc: 0.5469, top5_acc: 0.7790, loss_cls: 1.9462, loss: 1.9462, grad_norm: 3.7498 2021-01-27 18:13:50,495 - mmaction - INFO - Epoch [205][2000/2147] lr: 1.968e-02, eta: 2 days, 3:18:05, time: 1.428, data_time: 0.003, memory: 16628, top1_acc: 0.5424, top5_acc: 0.7652, loss_cls: 1.9536, loss: 1.9536, grad_norm: 3.7870 2021-01-27 18:14:19,108 - mmaction - INFO - Epoch [205][2020/2147] lr: 1.968e-02, eta: 2 days, 3:17:30, time: 1.431, data_time: 0.001, memory: 16628, top1_acc: 0.5250, top5_acc: 0.7687, loss_cls: 2.0174, loss: 2.0174, grad_norm: 3.8664 2021-01-27 18:14:47,841 - mmaction - INFO - Epoch [205][2040/2147] lr: 1.968e-02, eta: 2 days, 3:16:55, time: 1.436, data_time: 0.001, memory: 16628, top1_acc: 0.5304, top5_acc: 0.7634, loss_cls: 2.0172, loss: 2.0172, grad_norm: 3.8616 2021-01-27 18:15:17,948 - mmaction - INFO - Epoch [205][2060/2147] lr: 1.968e-02, eta: 2 days, 3:16:20, time: 1.503, data_time: 0.004, memory: 16628, top1_acc: 0.5214, top5_acc: 0.7478, loss_cls: 2.0669, loss: 2.0669, grad_norm: 3.8513 2021-01-27 18:15:46,566 - mmaction - INFO - Epoch [205][2080/2147] lr: 1.968e-02, eta: 2 days, 3:15:45, time: 1.431, data_time: 0.005, memory: 16628, top1_acc: 0.5330, top5_acc: 0.7612, loss_cls: 2.0211, loss: 2.0211, grad_norm: 3.8172 2021-01-27 18:16:15,705 - mmaction - INFO - Epoch [205][2100/2147] lr: 1.968e-02, eta: 2 days, 3:15:10, time: 1.454, data_time: 0.004, memory: 16628, top1_acc: 0.5290, top5_acc: 0.7527, loss_cls: 2.0823, loss: 2.0823, grad_norm: 3.8430 2021-01-27 18:16:49,107 - mmaction - INFO - Epoch [205][2120/2147] lr: 1.968e-02, eta: 2 days, 3:14:37, time: 1.671, data_time: 0.006, memory: 16628, top1_acc: 0.5174, top5_acc: 0.7429, loss_cls: 2.0786, loss: 2.0786, grad_norm: 3.7987 2021-01-27 18:17:20,028 - mmaction - INFO - Epoch [205][2140/2147] lr: 1.968e-02, eta: 2 days, 3:14:02, time: 1.545, data_time: 0.008, memory: 16628, top1_acc: 0.5357, top5_acc: 0.7554, loss_cls: 2.0413, loss: 2.0413, grad_norm: 3.6910 2021-01-27 18:36:02,893 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-27 18:36:03,722 - mmaction - INFO - top1_acc 0.5887 top5_acc 0.8261 2021-01-27 18:36:03,723 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-27 18:36:03,790 - mmaction - INFO - mean_acc 0.5887 2021-01-27 18:36:03,799 - mmaction - INFO - Epoch(val) [205][2147] top1_acc: 0.5887, top5_acc: 0.8261, mean_class_accuracy: 0.5887 2021-01-27 18:40:40,380 - mmaction - INFO - Epoch [206][20/2147] lr: 1.895e-02, eta: 2 days, 3:14:14, time: 13.823, data_time: 12.218, memory: 16628, top1_acc: 0.5491, top5_acc: 0.7638, loss_cls: 2.0023, loss: 2.0023, grad_norm: 3.7627 2021-01-27 18:41:09,167 - mmaction - INFO - Epoch [206][40/2147] lr: 1.895e-02, eta: 2 days, 3:13:39, time: 1.442, data_time: 0.006, memory: 16628, top1_acc: 0.5442, top5_acc: 0.7661, loss_cls: 1.9612, loss: 1.9612, grad_norm: 3.8048 2021-01-27 18:41:37,947 - mmaction - INFO - Epoch [206][60/2147] lr: 1.895e-02, eta: 2 days, 3:13:04, time: 1.440, data_time: 0.005, memory: 16628, top1_acc: 0.5397, top5_acc: 0.7701, loss_cls: 1.9801, loss: 1.9801, grad_norm: 3.7510 2021-01-27 18:42:08,252 - mmaction - INFO - Epoch [206][80/2147] lr: 1.895e-02, eta: 2 days, 3:12:30, time: 1.515, data_time: 0.006, memory: 16628, top1_acc: 0.5487, top5_acc: 0.7750, loss_cls: 1.9187, loss: 1.9187, grad_norm: 3.7500 2021-01-27 18:42:39,675 - mmaction - INFO - Epoch [206][100/2147] lr: 1.895e-02, eta: 2 days, 3:11:55, time: 1.569, data_time: 0.003, memory: 16628, top1_acc: 0.5393, top5_acc: 0.7585, loss_cls: 2.0057, loss: 2.0057, grad_norm: 3.8643 2021-01-27 18:43:09,846 - mmaction - INFO - Epoch [206][120/2147] lr: 1.895e-02, eta: 2 days, 3:11:21, time: 1.511, data_time: 0.005, memory: 16628, top1_acc: 0.5496, top5_acc: 0.7696, loss_cls: 1.9718, loss: 1.9718, grad_norm: 3.8000 2021-01-27 18:43:39,758 - mmaction - INFO - Epoch [206][140/2147] lr: 1.895e-02, eta: 2 days, 3:10:46, time: 1.497, data_time: 0.004, memory: 16628, top1_acc: 0.5429, top5_acc: 0.7607, loss_cls: 1.9923, loss: 1.9923, grad_norm: 3.7424 2021-01-27 18:44:09,677 - mmaction - INFO - Epoch [206][160/2147] lr: 1.895e-02, eta: 2 days, 3:10:12, time: 1.491, data_time: 0.005, memory: 16628, top1_acc: 0.5384, top5_acc: 0.7692, loss_cls: 1.9956, loss: 1.9956, grad_norm: 3.8516 2021-01-27 18:44:40,320 - mmaction - INFO - Epoch [206][180/2147] lr: 1.895e-02, eta: 2 days, 3:09:37, time: 1.536, data_time: 0.007, memory: 16628, top1_acc: 0.5339, top5_acc: 0.7621, loss_cls: 2.0112, loss: 2.0112, grad_norm: 3.8141 2021-01-27 18:45:10,526 - mmaction - INFO - Epoch [206][200/2147] lr: 1.895e-02, eta: 2 days, 3:09:03, time: 1.507, data_time: 0.004, memory: 16628, top1_acc: 0.5415, top5_acc: 0.7710, loss_cls: 1.9523, loss: 1.9523, grad_norm: 3.7804 2021-01-27 18:45:40,321 - mmaction - INFO - Epoch [206][220/2147] lr: 1.895e-02, eta: 2 days, 3:08:28, time: 1.491, data_time: 0.008, memory: 16628, top1_acc: 0.5348, top5_acc: 0.7603, loss_cls: 1.9800, loss: 1.9800, grad_norm: 3.8176 2021-01-27 18:46:10,313 - mmaction - INFO - Epoch [206][240/2147] lr: 1.895e-02, eta: 2 days, 3:07:53, time: 1.503, data_time: 0.010, memory: 16628, top1_acc: 0.5437, top5_acc: 0.7647, loss_cls: 1.9751, loss: 1.9751, grad_norm: 3.8365 2021-01-27 18:46:44,013 - mmaction - INFO - Epoch [206][260/2147] lr: 1.895e-02, eta: 2 days, 3:07:20, time: 1.664, data_time: 0.003, memory: 16628, top1_acc: 0.5719, top5_acc: 0.7844, loss_cls: 1.8752, loss: 1.8752, grad_norm: 3.6499 2021-01-27 18:47:14,777 - mmaction - INFO - Epoch [206][280/2147] lr: 1.895e-02, eta: 2 days, 3:06:45, time: 1.559, data_time: 0.084, memory: 16628, top1_acc: 0.5424, top5_acc: 0.7580, loss_cls: 2.0407, loss: 2.0407, grad_norm: 3.7623 2021-01-27 18:47:44,510 - mmaction - INFO - Epoch [206][300/2147] lr: 1.895e-02, eta: 2 days, 3:06:11, time: 1.478, data_time: 0.004, memory: 16628, top1_acc: 0.5464, top5_acc: 0.7643, loss_cls: 2.0134, loss: 2.0134, grad_norm: 3.7931 2021-01-27 18:48:13,093 - mmaction - INFO - Epoch [206][320/2147] lr: 1.895e-02, eta: 2 days, 3:05:36, time: 1.439, data_time: 0.014, memory: 16628, top1_acc: 0.5437, top5_acc: 0.7737, loss_cls: 1.9578, loss: 1.9578, grad_norm: 3.6444 2021-01-27 18:48:44,201 - mmaction - INFO - Epoch [206][340/2147] lr: 1.895e-02, eta: 2 days, 3:05:01, time: 1.551, data_time: 0.007, memory: 16628, top1_acc: 0.5379, top5_acc: 0.7701, loss_cls: 1.9583, loss: 1.9583, grad_norm: 3.7812 2021-01-27 18:49:15,865 - mmaction - INFO - Epoch [206][360/2147] lr: 1.895e-02, eta: 2 days, 3:04:27, time: 1.577, data_time: 0.007, memory: 16628, top1_acc: 0.5527, top5_acc: 0.7866, loss_cls: 1.8782, loss: 1.8782, grad_norm: 3.8319 2021-01-27 18:49:46,938 - mmaction - INFO - Epoch [206][380/2147] lr: 1.895e-02, eta: 2 days, 3:03:53, time: 1.563, data_time: 0.012, memory: 16628, top1_acc: 0.5312, top5_acc: 0.7634, loss_cls: 2.0184, loss: 2.0184, grad_norm: 3.8821 2021-01-27 18:50:15,905 - mmaction - INFO - Epoch [206][400/2147] lr: 1.895e-02, eta: 2 days, 3:03:18, time: 1.445, data_time: 0.010, memory: 16628, top1_acc: 0.5353, top5_acc: 0.7732, loss_cls: 1.9611, loss: 1.9611, grad_norm: 3.8806 2021-01-27 18:50:44,428 - mmaction - INFO - Epoch [206][420/2147] lr: 1.895e-02, eta: 2 days, 3:02:43, time: 1.430, data_time: 0.007, memory: 16628, top1_acc: 0.5393, top5_acc: 0.7554, loss_cls: 2.0314, loss: 2.0314, grad_norm: 3.7535 2021-01-27 18:51:16,364 - mmaction - INFO - Epoch [206][440/2147] lr: 1.895e-02, eta: 2 days, 3:02:09, time: 1.597, data_time: 0.003, memory: 16628, top1_acc: 0.5469, top5_acc: 0.7688, loss_cls: 1.9547, loss: 1.9547, grad_norm: 3.8352 2021-01-27 18:51:52,057 - mmaction - INFO - Epoch [206][460/2147] lr: 1.895e-02, eta: 2 days, 3:01:36, time: 1.779, data_time: 0.018, memory: 16628, top1_acc: 0.5415, top5_acc: 0.7629, loss_cls: 1.9904, loss: 1.9904, grad_norm: 3.8532 2021-01-27 18:52:20,417 - mmaction - INFO - Epoch [206][480/2147] lr: 1.895e-02, eta: 2 days, 3:01:01, time: 1.423, data_time: 0.009, memory: 16628, top1_acc: 0.5397, top5_acc: 0.7714, loss_cls: 1.9798, loss: 1.9798, grad_norm: 3.7914 2021-01-27 18:52:49,485 - mmaction - INFO - Epoch [206][500/2147] lr: 1.895e-02, eta: 2 days, 3:00:26, time: 1.452, data_time: 0.004, memory: 16628, top1_acc: 0.5460, top5_acc: 0.7777, loss_cls: 1.9237, loss: 1.9237, grad_norm: 3.7016 2021-01-27 18:53:17,839 - mmaction - INFO - Epoch [206][520/2147] lr: 1.895e-02, eta: 2 days, 2:59:51, time: 1.419, data_time: 0.007, memory: 16628, top1_acc: 0.5357, top5_acc: 0.7692, loss_cls: 2.0144, loss: 2.0144, grad_norm: 3.7848 2021-01-27 18:53:48,956 - mmaction - INFO - Epoch [206][540/2147] lr: 1.895e-02, eta: 2 days, 2:59:16, time: 1.552, data_time: 0.002, memory: 16628, top1_acc: 0.5558, top5_acc: 0.7835, loss_cls: 1.8844, loss: 1.8844, grad_norm: 3.7020 2021-01-27 18:54:19,689 - mmaction - INFO - Epoch [206][560/2147] lr: 1.895e-02, eta: 2 days, 2:58:42, time: 1.540, data_time: 0.007, memory: 16628, top1_acc: 0.5576, top5_acc: 0.7955, loss_cls: 1.8660, loss: 1.8660, grad_norm: 3.7145 2021-01-27 18:54:50,387 - mmaction - INFO - Epoch [206][580/2147] lr: 1.895e-02, eta: 2 days, 2:58:07, time: 1.534, data_time: 0.003, memory: 16628, top1_acc: 0.5491, top5_acc: 0.7554, loss_cls: 2.0104, loss: 2.0104, grad_norm: 3.7754 2021-01-27 18:55:20,669 - mmaction - INFO - Epoch [206][600/2147] lr: 1.895e-02, eta: 2 days, 2:57:33, time: 1.511, data_time: 0.007, memory: 16628, top1_acc: 0.5299, top5_acc: 0.7688, loss_cls: 2.0131, loss: 2.0131, grad_norm: 3.8204 2021-01-27 18:55:49,105 - mmaction - INFO - Epoch [206][620/2147] lr: 1.895e-02, eta: 2 days, 2:56:58, time: 1.427, data_time: 0.008, memory: 16628, top1_acc: 0.5379, top5_acc: 0.7554, loss_cls: 1.9855, loss: 1.9855, grad_norm: 3.8067 2021-01-27 18:56:21,157 - mmaction - INFO - Epoch [206][640/2147] lr: 1.895e-02, eta: 2 days, 2:56:24, time: 1.603, data_time: 0.004, memory: 16628, top1_acc: 0.5312, top5_acc: 0.7589, loss_cls: 2.0236, loss: 2.0236, grad_norm: 3.8599 2021-01-27 18:56:53,718 - mmaction - INFO - Epoch [206][660/2147] lr: 1.895e-02, eta: 2 days, 2:55:50, time: 1.625, data_time: 0.005, memory: 16628, top1_acc: 0.5388, top5_acc: 0.7737, loss_cls: 1.9693, loss: 1.9693, grad_norm: 3.8221 2021-01-27 18:57:23,949 - mmaction - INFO - Epoch [206][680/2147] lr: 1.895e-02, eta: 2 days, 2:55:15, time: 1.513, data_time: 0.008, memory: 16628, top1_acc: 0.5433, top5_acc: 0.7795, loss_cls: 1.9158, loss: 1.9158, grad_norm: 3.7168 2021-01-27 18:57:52,753 - mmaction - INFO - Epoch [206][700/2147] lr: 1.895e-02, eta: 2 days, 2:54:40, time: 1.439, data_time: 0.003, memory: 16628, top1_acc: 0.5388, top5_acc: 0.7777, loss_cls: 1.9572, loss: 1.9572, grad_norm: 3.8569 2021-01-27 18:58:21,536 - mmaction - INFO - Epoch [206][720/2147] lr: 1.895e-02, eta: 2 days, 2:54:06, time: 1.440, data_time: 0.005, memory: 16628, top1_acc: 0.5442, top5_acc: 0.7496, loss_cls: 2.0224, loss: 2.0224, grad_norm: 3.7838 2021-01-27 18:58:50,808 - mmaction - INFO - Epoch [206][740/2147] lr: 1.895e-02, eta: 2 days, 2:53:31, time: 1.465, data_time: 0.007, memory: 16628, top1_acc: 0.5469, top5_acc: 0.7674, loss_cls: 1.9899, loss: 1.9899, grad_norm: 3.7893 2021-01-27 18:59:21,021 - mmaction - INFO - Epoch [206][760/2147] lr: 1.895e-02, eta: 2 days, 2:52:56, time: 1.509, data_time: 0.006, memory: 16628, top1_acc: 0.5424, top5_acc: 0.7665, loss_cls: 1.9987, loss: 1.9987, grad_norm: 3.8508 2021-01-27 18:59:49,429 - mmaction - INFO - Epoch [206][780/2147] lr: 1.895e-02, eta: 2 days, 2:52:21, time: 1.422, data_time: 0.005, memory: 16628, top1_acc: 0.5478, top5_acc: 0.7621, loss_cls: 1.9866, loss: 1.9866, grad_norm: 3.7913 2021-01-27 19:00:18,535 - mmaction - INFO - Epoch [206][800/2147] lr: 1.895e-02, eta: 2 days, 2:51:46, time: 1.454, data_time: 0.003, memory: 16628, top1_acc: 0.5478, top5_acc: 0.7652, loss_cls: 1.9291, loss: 1.9291, grad_norm: 3.7368 2021-01-27 19:00:47,512 - mmaction - INFO - Epoch [206][820/2147] lr: 1.895e-02, eta: 2 days, 2:51:12, time: 1.451, data_time: 0.004, memory: 16628, top1_acc: 0.5451, top5_acc: 0.7790, loss_cls: 1.9545, loss: 1.9545, grad_norm: 3.9444 2021-01-27 19:01:18,016 - mmaction - INFO - Epoch [206][840/2147] lr: 1.895e-02, eta: 2 days, 2:50:37, time: 1.524, data_time: 0.012, memory: 16628, top1_acc: 0.5464, top5_acc: 0.7674, loss_cls: 1.9747, loss: 1.9747, grad_norm: 3.9251 2021-01-27 19:01:46,775 - mmaction - INFO - Epoch [206][860/2147] lr: 1.895e-02, eta: 2 days, 2:50:02, time: 1.439, data_time: 0.003, memory: 16628, top1_acc: 0.5277, top5_acc: 0.7607, loss_cls: 2.0277, loss: 2.0277, grad_norm: 3.9121 2021-01-27 19:02:18,804 - mmaction - INFO - Epoch [206][880/2147] lr: 1.895e-02, eta: 2 days, 2:49:28, time: 1.601, data_time: 0.006, memory: 16628, top1_acc: 0.5388, top5_acc: 0.7656, loss_cls: 1.9712, loss: 1.9712, grad_norm: 3.7986 2021-01-27 19:02:49,281 - mmaction - INFO - Epoch [206][900/2147] lr: 1.895e-02, eta: 2 days, 2:48:54, time: 1.523, data_time: 0.004, memory: 16628, top1_acc: 0.5371, top5_acc: 0.7629, loss_cls: 2.0258, loss: 2.0258, grad_norm: 3.8839 2021-01-27 19:03:23,456 - mmaction - INFO - Epoch [206][920/2147] lr: 1.895e-02, eta: 2 days, 2:48:20, time: 1.711, data_time: 0.004, memory: 16628, top1_acc: 0.5357, top5_acc: 0.7616, loss_cls: 1.9781, loss: 1.9781, grad_norm: 3.8285 2021-01-27 19:03:51,711 - mmaction - INFO - Epoch [206][940/2147] lr: 1.895e-02, eta: 2 days, 2:47:45, time: 1.413, data_time: 0.002, memory: 16628, top1_acc: 0.5277, top5_acc: 0.7625, loss_cls: 1.9995, loss: 1.9995, grad_norm: 3.8578 2021-01-27 19:04:21,556 - mmaction - INFO - Epoch [206][960/2147] lr: 1.895e-02, eta: 2 days, 2:47:10, time: 1.492, data_time: 0.005, memory: 16628, top1_acc: 0.5469, top5_acc: 0.7710, loss_cls: 1.9582, loss: 1.9582, grad_norm: 3.9104 2021-01-27 19:04:50,869 - mmaction - INFO - Epoch [206][980/2147] lr: 1.895e-02, eta: 2 days, 2:46:36, time: 1.466, data_time: 0.002, memory: 16628, top1_acc: 0.5272, top5_acc: 0.7536, loss_cls: 2.0485, loss: 2.0485, grad_norm: 3.8682 2021-01-27 19:05:19,221 - mmaction - INFO - Epoch [206][1000/2147] lr: 1.895e-02, eta: 2 days, 2:46:01, time: 1.417, data_time: 0.003, memory: 16628, top1_acc: 0.5246, top5_acc: 0.7665, loss_cls: 2.0173, loss: 2.0173, grad_norm: 3.8347 2021-01-27 19:05:47,422 - mmaction - INFO - Epoch [206][1020/2147] lr: 1.895e-02, eta: 2 days, 2:45:26, time: 1.410, data_time: 0.003, memory: 16628, top1_acc: 0.5509, top5_acc: 0.7670, loss_cls: 1.9384, loss: 1.9384, grad_norm: 3.7713 2021-01-27 19:06:15,915 - mmaction - INFO - Epoch [206][1040/2147] lr: 1.895e-02, eta: 2 days, 2:44:51, time: 1.425, data_time: 0.004, memory: 16628, top1_acc: 0.5326, top5_acc: 0.7536, loss_cls: 2.0405, loss: 2.0405, grad_norm: 3.8760 2021-01-27 19:06:47,451 - mmaction - INFO - Epoch [206][1060/2147] lr: 1.895e-02, eta: 2 days, 2:44:16, time: 1.574, data_time: 0.002, memory: 16628, top1_acc: 0.5500, top5_acc: 0.7643, loss_cls: 2.0100, loss: 2.0100, grad_norm: 3.7581 2021-01-27 19:07:17,424 - mmaction - INFO - Epoch [206][1080/2147] lr: 1.895e-02, eta: 2 days, 2:43:42, time: 1.501, data_time: 0.006, memory: 16628, top1_acc: 0.5424, top5_acc: 0.7670, loss_cls: 1.9563, loss: 1.9563, grad_norm: 3.7956 2021-01-27 19:07:49,666 - mmaction - INFO - Epoch [206][1100/2147] lr: 1.895e-02, eta: 2 days, 2:43:08, time: 1.612, data_time: 0.002, memory: 16628, top1_acc: 0.5469, top5_acc: 0.7688, loss_cls: 1.9700, loss: 1.9700, grad_norm: 3.9022 2021-01-27 19:08:20,627 - mmaction - INFO - Epoch [206][1120/2147] lr: 1.895e-02, eta: 2 days, 2:42:33, time: 1.545, data_time: 0.004, memory: 16628, top1_acc: 0.5451, top5_acc: 0.7705, loss_cls: 1.9717, loss: 1.9717, grad_norm: 3.8758 2021-01-27 19:08:50,549 - mmaction - INFO - Epoch [206][1140/2147] lr: 1.895e-02, eta: 2 days, 2:41:59, time: 1.497, data_time: 0.007, memory: 16628, top1_acc: 0.5388, top5_acc: 0.7674, loss_cls: 1.9601, loss: 1.9601, grad_norm: 3.8531 2021-01-27 19:09:18,756 - mmaction - INFO - Epoch [206][1160/2147] lr: 1.895e-02, eta: 2 days, 2:41:24, time: 1.412, data_time: 0.005, memory: 16628, top1_acc: 0.5326, top5_acc: 0.7616, loss_cls: 1.9944, loss: 1.9944, grad_norm: 3.8238 2021-01-27 19:09:47,123 - mmaction - INFO - Epoch [206][1180/2147] lr: 1.895e-02, eta: 2 days, 2:40:49, time: 1.417, data_time: 0.003, memory: 16628, top1_acc: 0.5210, top5_acc: 0.7621, loss_cls: 2.0229, loss: 2.0229, grad_norm: 3.9313 2021-01-27 19:10:16,198 - mmaction - INFO - Epoch [206][1200/2147] lr: 1.895e-02, eta: 2 days, 2:40:14, time: 1.456, data_time: 0.013, memory: 16628, top1_acc: 0.5246, top5_acc: 0.7696, loss_cls: 1.9849, loss: 1.9849, grad_norm: 3.8982 2021-01-27 19:10:44,513 - mmaction - INFO - Epoch [206][1220/2147] lr: 1.895e-02, eta: 2 days, 2:39:39, time: 1.415, data_time: 0.004, memory: 16628, top1_acc: 0.5281, top5_acc: 0.7643, loss_cls: 2.0120, loss: 2.0120, grad_norm: 3.8074 2021-01-27 19:11:13,543 - mmaction - INFO - Epoch [206][1240/2147] lr: 1.895e-02, eta: 2 days, 2:39:04, time: 1.451, data_time: 0.003, memory: 16628, top1_acc: 0.5442, top5_acc: 0.7674, loss_cls: 1.9710, loss: 1.9710, grad_norm: 3.8641 2021-01-27 19:11:45,448 - mmaction - INFO - Epoch [206][1260/2147] lr: 1.895e-02, eta: 2 days, 2:38:30, time: 1.533, data_time: 0.030, memory: 16628, top1_acc: 0.5487, top5_acc: 0.7576, loss_cls: 1.9783, loss: 1.9783, grad_norm: 3.7041 2021-01-27 19:12:23,074 - mmaction - INFO - Epoch [206][1280/2147] lr: 1.895e-02, eta: 2 days, 2:37:57, time: 1.941, data_time: 0.085, memory: 16628, top1_acc: 0.5371, top5_acc: 0.7670, loss_cls: 1.9619, loss: 1.9619, grad_norm: 3.7587 2021-01-27 19:12:58,172 - mmaction - INFO - Epoch [206][1300/2147] lr: 1.895e-02, eta: 2 days, 2:37:24, time: 1.740, data_time: 0.010, memory: 16628, top1_acc: 0.5598, top5_acc: 0.7688, loss_cls: 1.8846, loss: 1.8846, grad_norm: 3.7122 2021-01-27 19:13:31,500 - mmaction - INFO - Epoch [206][1320/2147] lr: 1.895e-02, eta: 2 days, 2:36:50, time: 1.682, data_time: 0.022, memory: 16628, top1_acc: 0.5513, top5_acc: 0.7643, loss_cls: 1.9746, loss: 1.9746, grad_norm: 3.7822 2021-01-27 19:14:00,573 - mmaction - INFO - Epoch [206][1340/2147] lr: 1.895e-02, eta: 2 days, 2:36:15, time: 1.455, data_time: 0.008, memory: 16628, top1_acc: 0.5402, top5_acc: 0.7714, loss_cls: 1.9704, loss: 1.9704, grad_norm: 3.8465 2021-01-27 19:14:31,369 - mmaction - INFO - Epoch [206][1360/2147] lr: 1.895e-02, eta: 2 days, 2:35:41, time: 1.542, data_time: 0.006, memory: 16628, top1_acc: 0.5536, top5_acc: 0.7710, loss_cls: 1.9615, loss: 1.9615, grad_norm: 3.9619 2021-01-27 19:15:00,423 - mmaction - INFO - Epoch [206][1380/2147] lr: 1.895e-02, eta: 2 days, 2:35:06, time: 1.448, data_time: 0.001, memory: 16628, top1_acc: 0.5366, top5_acc: 0.7576, loss_cls: 2.0289, loss: 2.0289, grad_norm: 3.9427 2021-01-27 19:15:30,941 - mmaction - INFO - Epoch [206][1400/2147] lr: 1.895e-02, eta: 2 days, 2:34:32, time: 1.530, data_time: 0.011, memory: 16628, top1_acc: 0.5317, top5_acc: 0.7670, loss_cls: 2.0194, loss: 2.0194, grad_norm: 3.9119 2021-01-27 19:15:59,433 - mmaction - INFO - Epoch [206][1420/2147] lr: 1.895e-02, eta: 2 days, 2:33:57, time: 1.425, data_time: 0.005, memory: 16628, top1_acc: 0.5371, top5_acc: 0.7576, loss_cls: 1.9996, loss: 1.9996, grad_norm: 3.8668 2021-01-27 19:16:28,542 - mmaction - INFO - Epoch [206][1440/2147] lr: 1.895e-02, eta: 2 days, 2:33:22, time: 1.450, data_time: 0.009, memory: 16628, top1_acc: 0.5295, top5_acc: 0.7674, loss_cls: 1.9912, loss: 1.9912, grad_norm: 3.9525 2021-01-27 19:17:01,397 - mmaction - INFO - Epoch [206][1460/2147] lr: 1.895e-02, eta: 2 days, 2:32:48, time: 1.646, data_time: 0.009, memory: 16628, top1_acc: 0.5219, top5_acc: 0.7455, loss_cls: 2.0898, loss: 2.0898, grad_norm: 3.8843 2021-01-27 19:17:29,767 - mmaction - INFO - Epoch [206][1480/2147] lr: 1.895e-02, eta: 2 days, 2:32:13, time: 1.418, data_time: 0.007, memory: 16628, top1_acc: 0.5321, top5_acc: 0.7567, loss_cls: 1.9963, loss: 1.9963, grad_norm: 3.8860 2021-01-27 19:18:00,103 - mmaction - INFO - Epoch [206][1500/2147] lr: 1.895e-02, eta: 2 days, 2:31:38, time: 1.519, data_time: 0.010, memory: 16628, top1_acc: 0.5464, top5_acc: 0.7554, loss_cls: 2.0250, loss: 2.0250, grad_norm: 3.6837 2021-01-27 19:18:28,339 - mmaction - INFO - Epoch [206][1520/2147] lr: 1.895e-02, eta: 2 days, 2:31:03, time: 1.413, data_time: 0.007, memory: 16628, top1_acc: 0.5433, top5_acc: 0.7598, loss_cls: 1.9483, loss: 1.9483, grad_norm: 3.6978 2021-01-27 19:18:58,747 - mmaction - INFO - Epoch [206][1540/2147] lr: 1.895e-02, eta: 2 days, 2:30:29, time: 1.519, data_time: 0.003, memory: 16628, top1_acc: 0.5362, top5_acc: 0.7696, loss_cls: 1.9842, loss: 1.9842, grad_norm: 3.8998 2021-01-27 19:19:27,973 - mmaction - INFO - Epoch [206][1560/2147] lr: 1.895e-02, eta: 2 days, 2:29:54, time: 1.461, data_time: 0.004, memory: 16628, top1_acc: 0.5335, top5_acc: 0.7665, loss_cls: 1.9917, loss: 1.9917, grad_norm: 3.8646 2021-01-27 19:19:58,407 - mmaction - INFO - Epoch [206][1580/2147] lr: 1.895e-02, eta: 2 days, 2:29:20, time: 1.522, data_time: 0.013, memory: 16628, top1_acc: 0.5348, top5_acc: 0.7455, loss_cls: 2.0771, loss: 2.0771, grad_norm: 3.9347 2021-01-27 19:20:28,430 - mmaction - INFO - Epoch [206][1600/2147] lr: 1.895e-02, eta: 2 days, 2:28:45, time: 1.502, data_time: 0.007, memory: 16628, top1_acc: 0.5402, top5_acc: 0.7728, loss_cls: 1.9933, loss: 1.9933, grad_norm: 3.8851 2021-01-27 19:20:58,100 - mmaction - INFO - Epoch [206][1620/2147] lr: 1.895e-02, eta: 2 days, 2:28:10, time: 1.483, data_time: 0.003, memory: 16628, top1_acc: 0.5540, top5_acc: 0.7750, loss_cls: 1.8976, loss: 1.8976, grad_norm: 3.8063 2021-01-27 19:21:27,786 - mmaction - INFO - Epoch [206][1640/2147] lr: 1.895e-02, eta: 2 days, 2:27:36, time: 1.485, data_time: 0.004, memory: 16628, top1_acc: 0.5558, top5_acc: 0.7813, loss_cls: 1.8991, loss: 1.8991, grad_norm: 3.8352 2021-01-27 19:22:00,331 - mmaction - INFO - Epoch [206][1660/2147] lr: 1.895e-02, eta: 2 days, 2:27:02, time: 1.624, data_time: 0.004, memory: 16628, top1_acc: 0.5451, top5_acc: 0.7527, loss_cls: 2.0030, loss: 2.0030, grad_norm: 3.8190 2021-01-27 19:22:30,108 - mmaction - INFO - Epoch [206][1680/2147] lr: 1.895e-02, eta: 2 days, 2:26:27, time: 1.492, data_time: 0.010, memory: 16628, top1_acc: 0.5299, top5_acc: 0.7692, loss_cls: 1.9755, loss: 1.9755, grad_norm: 3.8218 2021-01-27 19:23:00,233 - mmaction - INFO - Epoch [206][1700/2147] lr: 1.895e-02, eta: 2 days, 2:25:53, time: 1.505, data_time: 0.004, memory: 16628, top1_acc: 0.5308, top5_acc: 0.7562, loss_cls: 2.0407, loss: 2.0407, grad_norm: 3.8448 2021-01-27 19:23:29,777 - mmaction - INFO - Epoch [206][1720/2147] lr: 1.895e-02, eta: 2 days, 2:25:18, time: 1.479, data_time: 0.004, memory: 16628, top1_acc: 0.5321, top5_acc: 0.7603, loss_cls: 2.0060, loss: 2.0060, grad_norm: 3.7605 2021-01-27 19:23:59,206 - mmaction - INFO - Epoch [206][1740/2147] lr: 1.895e-02, eta: 2 days, 2:24:43, time: 1.471, data_time: 0.003, memory: 16628, top1_acc: 0.5268, top5_acc: 0.7594, loss_cls: 2.0459, loss: 2.0459, grad_norm: 3.8193 2021-01-27 19:24:30,822 - mmaction - INFO - Epoch [206][1760/2147] lr: 1.895e-02, eta: 2 days, 2:24:09, time: 1.574, data_time: 0.005, memory: 16628, top1_acc: 0.5415, top5_acc: 0.7540, loss_cls: 2.0225, loss: 2.0225, grad_norm: 3.8528 2021-01-27 19:24:59,636 - mmaction - INFO - Epoch [206][1780/2147] lr: 1.895e-02, eta: 2 days, 2:23:34, time: 1.448, data_time: 0.009, memory: 16628, top1_acc: 0.5469, top5_acc: 0.7656, loss_cls: 1.9530, loss: 1.9530, grad_norm: 3.7928 2021-01-27 19:25:30,898 - mmaction - INFO - Epoch [206][1800/2147] lr: 1.895e-02, eta: 2 days, 2:23:00, time: 1.553, data_time: 0.005, memory: 16628, top1_acc: 0.5170, top5_acc: 0.7402, loss_cls: 2.1185, loss: 2.1185, grad_norm: 3.9583 2021-01-27 19:26:02,169 - mmaction - INFO - Epoch [206][1820/2147] lr: 1.895e-02, eta: 2 days, 2:22:26, time: 1.571, data_time: 0.028, memory: 16628, top1_acc: 0.5317, top5_acc: 0.7656, loss_cls: 2.0161, loss: 2.0161, grad_norm: 3.8114 2021-01-27 19:26:30,808 - mmaction - INFO - Epoch [206][1840/2147] lr: 1.895e-02, eta: 2 days, 2:21:51, time: 1.433, data_time: 0.017, memory: 16628, top1_acc: 0.5371, top5_acc: 0.7701, loss_cls: 2.0005, loss: 2.0005, grad_norm: 3.8450 2021-01-27 19:27:02,540 - mmaction - INFO - Epoch [206][1860/2147] lr: 1.895e-02, eta: 2 days, 2:21:16, time: 1.566, data_time: 0.056, memory: 16628, top1_acc: 0.5268, top5_acc: 0.7446, loss_cls: 2.0963, loss: 2.0963, grad_norm: 3.9137 2021-01-27 19:27:32,452 - mmaction - INFO - Epoch [206][1880/2147] lr: 1.895e-02, eta: 2 days, 2:20:42, time: 1.518, data_time: 0.026, memory: 16628, top1_acc: 0.5406, top5_acc: 0.7545, loss_cls: 2.0420, loss: 2.0420, grad_norm: 3.8503 2021-01-27 19:28:00,939 - mmaction - INFO - Epoch [206][1900/2147] lr: 1.895e-02, eta: 2 days, 2:20:07, time: 1.422, data_time: 0.002, memory: 16628, top1_acc: 0.5174, top5_acc: 0.7634, loss_cls: 2.0188, loss: 2.0188, grad_norm: 3.7533 2021-01-27 19:28:29,258 - mmaction - INFO - Epoch [206][1920/2147] lr: 1.895e-02, eta: 2 days, 2:19:32, time: 1.419, data_time: 0.008, memory: 16628, top1_acc: 0.5277, top5_acc: 0.7594, loss_cls: 2.0171, loss: 2.0171, grad_norm: 3.8470 2021-01-27 19:28:58,351 - mmaction - INFO - Epoch [206][1940/2147] lr: 1.895e-02, eta: 2 days, 2:18:57, time: 1.455, data_time: 0.002, memory: 16628, top1_acc: 0.5317, top5_acc: 0.7612, loss_cls: 2.0275, loss: 2.0275, grad_norm: 3.8830 2021-01-27 19:29:28,389 - mmaction - INFO - Epoch [206][1960/2147] lr: 1.895e-02, eta: 2 days, 2:18:23, time: 1.502, data_time: 0.002, memory: 16628, top1_acc: 0.5170, top5_acc: 0.7411, loss_cls: 2.1081, loss: 2.1081, grad_norm: 3.9873 2021-01-27 19:29:58,476 - mmaction - INFO - Epoch [206][1980/2147] lr: 1.895e-02, eta: 2 days, 2:17:48, time: 1.504, data_time: 0.002, memory: 16628, top1_acc: 0.5424, top5_acc: 0.7482, loss_cls: 2.0193, loss: 2.0193, grad_norm: 3.7156 2021-01-27 19:30:27,966 - mmaction - INFO - Epoch [206][2000/2147] lr: 1.895e-02, eta: 2 days, 2:17:13, time: 1.475, data_time: 0.004, memory: 16628, top1_acc: 0.5424, top5_acc: 0.7589, loss_cls: 2.0042, loss: 2.0042, grad_norm: 3.8252 2021-01-27 19:30:56,729 - mmaction - INFO - Epoch [206][2020/2147] lr: 1.895e-02, eta: 2 days, 2:16:38, time: 1.438, data_time: 0.004, memory: 16628, top1_acc: 0.5393, top5_acc: 0.7763, loss_cls: 1.9793, loss: 1.9793, grad_norm: 3.7233 2021-01-27 19:31:29,270 - mmaction - INFO - Epoch [206][2040/2147] lr: 1.895e-02, eta: 2 days, 2:16:05, time: 1.623, data_time: 0.003, memory: 16628, top1_acc: 0.5335, top5_acc: 0.7509, loss_cls: 2.0597, loss: 2.0597, grad_norm: 3.7941 2021-01-27 19:31:58,767 - mmaction - INFO - Epoch [206][2060/2147] lr: 1.895e-02, eta: 2 days, 2:15:30, time: 1.478, data_time: 0.007, memory: 16628, top1_acc: 0.5433, top5_acc: 0.7719, loss_cls: 1.9294, loss: 1.9294, grad_norm: 3.7627 2021-01-27 19:32:29,968 - mmaction - INFO - Epoch [206][2080/2147] lr: 1.895e-02, eta: 2 days, 2:14:56, time: 1.561, data_time: 0.010, memory: 16628, top1_acc: 0.5250, top5_acc: 0.7728, loss_cls: 2.0027, loss: 2.0027, grad_norm: 3.8914 2021-01-27 19:33:02,247 - mmaction - INFO - Epoch [206][2100/2147] lr: 1.895e-02, eta: 2 days, 2:14:22, time: 1.611, data_time: 0.002, memory: 16628, top1_acc: 0.5362, top5_acc: 0.7661, loss_cls: 1.9859, loss: 1.9859, grad_norm: 3.8260 2021-01-27 19:33:32,314 - mmaction - INFO - Epoch [206][2120/2147] lr: 1.895e-02, eta: 2 days, 2:13:47, time: 1.507, data_time: 0.009, memory: 16628, top1_acc: 0.5335, top5_acc: 0.7656, loss_cls: 1.9781, loss: 1.9781, grad_norm: 3.8771 2021-01-27 19:34:02,031 - mmaction - INFO - Epoch [206][2140/2147] lr: 1.895e-02, eta: 2 days, 2:13:12, time: 1.486, data_time: 0.004, memory: 16628, top1_acc: 0.5179, top5_acc: 0.7571, loss_cls: 2.1033, loss: 2.1033, grad_norm: 3.8631 2021-01-27 19:39:32,599 - mmaction - INFO - Epoch [207][20/2147] lr: 1.824e-02, eta: 2 days, 2:13:30, time: 15.268, data_time: 13.700, memory: 16628, top1_acc: 0.5589, top5_acc: 0.7786, loss_cls: 1.9333, loss: 1.9333, grad_norm: 3.7494 2021-01-27 19:40:03,686 - mmaction - INFO - Epoch [207][40/2147] lr: 1.824e-02, eta: 2 days, 2:12:56, time: 1.560, data_time: 0.016, memory: 16628, top1_acc: 0.5469, top5_acc: 0.7705, loss_cls: 1.9583, loss: 1.9583, grad_norm: 3.7989 2021-01-27 19:40:33,530 - mmaction - INFO - Epoch [207][60/2147] lr: 1.824e-02, eta: 2 days, 2:12:21, time: 1.493, data_time: 0.007, memory: 16628, top1_acc: 0.5549, top5_acc: 0.7853, loss_cls: 1.9230, loss: 1.9230, grad_norm: 3.7868 2021-01-27 19:41:03,075 - mmaction - INFO - Epoch [207][80/2147] lr: 1.824e-02, eta: 2 days, 2:11:46, time: 1.459, data_time: 0.006, memory: 16628, top1_acc: 0.5585, top5_acc: 0.7790, loss_cls: 1.9157, loss: 1.9157, grad_norm: 3.8210 2021-01-27 19:41:39,485 - mmaction - INFO - Epoch [207][100/2147] lr: 1.824e-02, eta: 2 days, 2:11:13, time: 1.775, data_time: 0.033, memory: 16628, top1_acc: 0.5585, top5_acc: 0.7790, loss_cls: 1.8597, loss: 1.8597, grad_norm: 3.7568 2021-01-27 19:42:11,871 - mmaction - INFO - Epoch [207][120/2147] lr: 1.824e-02, eta: 2 days, 2:10:39, time: 1.676, data_time: 0.073, memory: 16628, top1_acc: 0.5371, top5_acc: 0.7875, loss_cls: 1.9179, loss: 1.9179, grad_norm: 3.8328 2021-01-27 19:42:43,027 - mmaction - INFO - Epoch [207][140/2147] lr: 1.824e-02, eta: 2 days, 2:10:05, time: 1.568, data_time: 0.019, memory: 16628, top1_acc: 0.5397, top5_acc: 0.7763, loss_cls: 1.9259, loss: 1.9259, grad_norm: 3.7751 2021-01-27 19:43:14,520 - mmaction - INFO - Epoch [207][160/2147] lr: 1.824e-02, eta: 2 days, 2:09:31, time: 1.569, data_time: 0.005, memory: 16628, top1_acc: 0.5388, top5_acc: 0.7629, loss_cls: 1.9822, loss: 1.9822, grad_norm: 3.9339 2021-01-27 19:43:46,035 - mmaction - INFO - Epoch [207][180/2147] lr: 1.824e-02, eta: 2 days, 2:08:57, time: 1.579, data_time: 0.021, memory: 16628, top1_acc: 0.5437, top5_acc: 0.7701, loss_cls: 1.9620, loss: 1.9620, grad_norm: 3.8264 2021-01-27 19:44:16,016 - mmaction - INFO - Epoch [207][200/2147] lr: 1.824e-02, eta: 2 days, 2:08:22, time: 1.502, data_time: 0.013, memory: 16628, top1_acc: 0.5246, top5_acc: 0.7536, loss_cls: 2.0254, loss: 2.0254, grad_norm: 3.7705 2021-01-27 19:44:46,753 - mmaction - INFO - Epoch [207][220/2147] lr: 1.824e-02, eta: 2 days, 2:07:48, time: 1.537, data_time: 0.004, memory: 16628, top1_acc: 0.5299, top5_acc: 0.7656, loss_cls: 1.9883, loss: 1.9883, grad_norm: 3.8579 2021-01-27 19:45:16,259 - mmaction - INFO - Epoch [207][240/2147] lr: 1.824e-02, eta: 2 days, 2:07:13, time: 1.476, data_time: 0.003, memory: 16628, top1_acc: 0.5437, top5_acc: 0.7719, loss_cls: 1.9612, loss: 1.9612, grad_norm: 3.8294 2021-01-27 19:45:46,328 - mmaction - INFO - Epoch [207][260/2147] lr: 1.824e-02, eta: 2 days, 2:06:38, time: 1.495, data_time: 0.004, memory: 16628, top1_acc: 0.5482, top5_acc: 0.7656, loss_cls: 1.9863, loss: 1.9863, grad_norm: 3.8607 2021-01-27 19:46:18,110 - mmaction - INFO - Epoch [207][280/2147] lr: 1.824e-02, eta: 2 days, 2:06:04, time: 1.587, data_time: 0.014, memory: 16628, top1_acc: 0.5531, top5_acc: 0.7714, loss_cls: 1.9377, loss: 1.9377, grad_norm: 3.8519 2021-01-27 19:46:46,723 - mmaction - INFO - Epoch [207][300/2147] lr: 1.824e-02, eta: 2 days, 2:05:29, time: 1.440, data_time: 0.016, memory: 16628, top1_acc: 0.5482, top5_acc: 0.7696, loss_cls: 1.9800, loss: 1.9800, grad_norm: 3.7880 2021-01-27 19:47:15,862 - mmaction - INFO - Epoch [207][320/2147] lr: 1.824e-02, eta: 2 days, 2:04:54, time: 1.457, data_time: 0.011, memory: 16628, top1_acc: 0.5384, top5_acc: 0.7643, loss_cls: 1.9565, loss: 1.9565, grad_norm: 3.8408 2021-01-27 19:47:45,437 - mmaction - INFO - Epoch [207][340/2147] lr: 1.824e-02, eta: 2 days, 2:04:20, time: 1.475, data_time: 0.007, memory: 16628, top1_acc: 0.5513, top5_acc: 0.7772, loss_cls: 1.9480, loss: 1.9480, grad_norm: 3.9216 2021-01-27 19:48:14,197 - mmaction - INFO - Epoch [207][360/2147] lr: 1.824e-02, eta: 2 days, 2:03:45, time: 1.441, data_time: 0.013, memory: 16628, top1_acc: 0.5433, top5_acc: 0.7763, loss_cls: 1.9460, loss: 1.9460, grad_norm: 3.8322 2021-01-27 19:48:44,679 - mmaction - INFO - Epoch [207][380/2147] lr: 1.824e-02, eta: 2 days, 2:03:10, time: 1.526, data_time: 0.008, memory: 16628, top1_acc: 0.5451, top5_acc: 0.7665, loss_cls: 1.9542, loss: 1.9542, grad_norm: 3.7990 2021-01-27 19:49:16,116 - mmaction - INFO - Epoch [207][400/2147] lr: 1.824e-02, eta: 2 days, 2:02:36, time: 1.557, data_time: 0.003, memory: 16628, top1_acc: 0.5527, top5_acc: 0.7652, loss_cls: 1.9420, loss: 1.9420, grad_norm: 3.7810 2021-01-27 19:49:49,489 - mmaction - INFO - Epoch [207][420/2147] lr: 1.824e-02, eta: 2 days, 2:02:02, time: 1.681, data_time: 0.020, memory: 16628, top1_acc: 0.5321, top5_acc: 0.7545, loss_cls: 2.0064, loss: 2.0064, grad_norm: 3.9346 2021-01-27 19:50:22,617 - mmaction - INFO - Epoch [207][440/2147] lr: 1.824e-02, eta: 2 days, 2:01:29, time: 1.656, data_time: 0.007, memory: 16628, top1_acc: 0.5451, top5_acc: 0.7629, loss_cls: 1.9927, loss: 1.9927, grad_norm: 3.9247 2021-01-27 19:50:54,177 - mmaction - INFO - Epoch [207][460/2147] lr: 1.824e-02, eta: 2 days, 2:00:54, time: 1.565, data_time: 0.009, memory: 16628, top1_acc: 0.5536, top5_acc: 0.7750, loss_cls: 1.9652, loss: 1.9652, grad_norm: 3.8312 2021-01-27 19:51:25,425 - mmaction - INFO - Epoch [207][480/2147] lr: 1.824e-02, eta: 2 days, 2:00:20, time: 1.572, data_time: 0.024, memory: 16628, top1_acc: 0.5371, top5_acc: 0.7670, loss_cls: 1.9821, loss: 1.9821, grad_norm: 3.8647 2021-01-27 19:51:58,330 - mmaction - INFO - Epoch [207][500/2147] lr: 1.824e-02, eta: 2 days, 1:59:46, time: 1.644, data_time: 0.016, memory: 16628, top1_acc: 0.5371, top5_acc: 0.7763, loss_cls: 1.9276, loss: 1.9276, grad_norm: 3.7771 2021-01-27 19:52:26,936 - mmaction - INFO - Epoch [207][520/2147] lr: 1.824e-02, eta: 2 days, 1:59:11, time: 1.436, data_time: 0.012, memory: 16628, top1_acc: 0.5509, top5_acc: 0.7746, loss_cls: 1.9176, loss: 1.9176, grad_norm: 3.8555 2021-01-27 19:52:58,137 - mmaction - INFO - Epoch [207][540/2147] lr: 1.824e-02, eta: 2 days, 1:58:37, time: 1.559, data_time: 0.002, memory: 16628, top1_acc: 0.5473, top5_acc: 0.7562, loss_cls: 2.0098, loss: 2.0098, grad_norm: 3.9794 2021-01-27 19:53:26,702 - mmaction - INFO - Epoch [207][560/2147] lr: 1.824e-02, eta: 2 days, 1:58:02, time: 1.428, data_time: 0.004, memory: 16628, top1_acc: 0.5723, top5_acc: 0.7893, loss_cls: 1.8727, loss: 1.8727, grad_norm: 3.7728 2021-01-27 19:53:55,522 - mmaction - INFO - Epoch [207][580/2147] lr: 1.824e-02, eta: 2 days, 1:57:27, time: 1.441, data_time: 0.008, memory: 16628, top1_acc: 0.5473, top5_acc: 0.7562, loss_cls: 1.9902, loss: 1.9902, grad_norm: 3.8248 2021-01-27 19:54:24,113 - mmaction - INFO - Epoch [207][600/2147] lr: 1.824e-02, eta: 2 days, 1:56:52, time: 1.429, data_time: 0.006, memory: 16628, top1_acc: 0.5647, top5_acc: 0.7866, loss_cls: 1.8808, loss: 1.8808, grad_norm: 3.8531 2021-01-27 19:54:52,736 - mmaction - INFO - Epoch [207][620/2147] lr: 1.824e-02, eta: 2 days, 1:56:17, time: 1.432, data_time: 0.004, memory: 16628, top1_acc: 0.5420, top5_acc: 0.7750, loss_cls: 1.9618, loss: 1.9618, grad_norm: 3.9001 2021-01-27 19:55:21,404 - mmaction - INFO - Epoch [207][640/2147] lr: 1.824e-02, eta: 2 days, 1:55:42, time: 1.433, data_time: 0.003, memory: 16628, top1_acc: 0.5348, top5_acc: 0.7732, loss_cls: 1.9781, loss: 1.9781, grad_norm: 3.9009 2021-01-27 19:55:53,777 - mmaction - INFO - Epoch [207][660/2147] lr: 1.824e-02, eta: 2 days, 1:55:08, time: 1.619, data_time: 0.006, memory: 16628, top1_acc: 0.5522, top5_acc: 0.7652, loss_cls: 1.9825, loss: 1.9825, grad_norm: 3.9143 2021-01-27 19:56:24,082 - mmaction - INFO - Epoch [207][680/2147] lr: 1.824e-02, eta: 2 days, 1:54:34, time: 1.515, data_time: 0.003, memory: 16628, top1_acc: 0.5281, top5_acc: 0.7683, loss_cls: 1.9864, loss: 1.9864, grad_norm: 3.8548 2021-01-27 19:56:55,792 - mmaction - INFO - Epoch [207][700/2147] lr: 1.824e-02, eta: 2 days, 1:54:00, time: 1.583, data_time: 0.003, memory: 16628, top1_acc: 0.5518, top5_acc: 0.7777, loss_cls: 1.9575, loss: 1.9575, grad_norm: 3.7689 2021-01-27 19:57:26,661 - mmaction - INFO - Epoch [207][720/2147] lr: 1.824e-02, eta: 2 days, 1:53:25, time: 1.544, data_time: 0.011, memory: 16628, top1_acc: 0.5388, top5_acc: 0.7746, loss_cls: 1.9495, loss: 1.9495, grad_norm: 3.9260 2021-01-27 19:57:59,468 - mmaction - INFO - Epoch [207][740/2147] lr: 1.824e-02, eta: 2 days, 1:52:51, time: 1.637, data_time: 0.011, memory: 16628, top1_acc: 0.5469, top5_acc: 0.7652, loss_cls: 1.9724, loss: 1.9724, grad_norm: 3.9025 2021-01-27 19:58:28,834 - mmaction - INFO - Epoch [207][760/2147] lr: 1.824e-02, eta: 2 days, 1:52:17, time: 1.473, data_time: 0.011, memory: 16628, top1_acc: 0.5312, top5_acc: 0.7656, loss_cls: 1.9877, loss: 1.9877, grad_norm: 3.9012 2021-01-27 19:59:00,083 - mmaction - INFO - Epoch [207][780/2147] lr: 1.824e-02, eta: 2 days, 1:51:42, time: 1.561, data_time: 0.006, memory: 16628, top1_acc: 0.5272, top5_acc: 0.7518, loss_cls: 2.0104, loss: 2.0104, grad_norm: 3.9441 2021-01-27 19:59:30,710 - mmaction - INFO - Epoch [207][800/2147] lr: 1.824e-02, eta: 2 days, 1:51:08, time: 1.528, data_time: 0.005, memory: 16628, top1_acc: 0.5384, top5_acc: 0.7732, loss_cls: 1.9604, loss: 1.9604, grad_norm: 3.7879 2021-01-27 19:59:59,101 - mmaction - INFO - Epoch [207][820/2147] lr: 1.824e-02, eta: 2 days, 1:50:33, time: 1.426, data_time: 0.014, memory: 16628, top1_acc: 0.5522, top5_acc: 0.7759, loss_cls: 1.9248, loss: 1.9248, grad_norm: 3.8906 2021-01-27 20:00:30,081 - mmaction - INFO - Epoch [207][840/2147] lr: 1.824e-02, eta: 2 days, 1:49:59, time: 1.547, data_time: 0.005, memory: 16628, top1_acc: 0.5482, top5_acc: 0.7879, loss_cls: 1.9070, loss: 1.9070, grad_norm: 3.8461 2021-01-27 20:01:01,085 - mmaction - INFO - Epoch [207][860/2147] lr: 1.824e-02, eta: 2 days, 1:49:24, time: 1.550, data_time: 0.010, memory: 16628, top1_acc: 0.5290, top5_acc: 0.7728, loss_cls: 1.9431, loss: 1.9431, grad_norm: 3.8340 2021-01-27 20:01:31,168 - mmaction - INFO - Epoch [207][880/2147] lr: 1.824e-02, eta: 2 days, 1:48:50, time: 1.500, data_time: 0.006, memory: 16628, top1_acc: 0.5420, top5_acc: 0.7705, loss_cls: 1.9477, loss: 1.9477, grad_norm: 3.8487 2021-01-27 20:02:08,563 - mmaction - INFO - Epoch [207][900/2147] lr: 1.824e-02, eta: 2 days, 1:48:17, time: 1.869, data_time: 0.014, memory: 16628, top1_acc: 0.5138, top5_acc: 0.7531, loss_cls: 2.0603, loss: 2.0603, grad_norm: 3.9143 2021-01-27 20:02:39,131 - mmaction - INFO - Epoch [207][920/2147] lr: 1.824e-02, eta: 2 days, 1:47:43, time: 1.537, data_time: 0.014, memory: 16628, top1_acc: 0.5473, top5_acc: 0.7723, loss_cls: 1.9678, loss: 1.9678, grad_norm: 3.8128 2021-01-27 20:03:08,584 - mmaction - INFO - Epoch [207][940/2147] lr: 1.824e-02, eta: 2 days, 1:47:08, time: 1.468, data_time: 0.004, memory: 16628, top1_acc: 0.5388, top5_acc: 0.7737, loss_cls: 1.9529, loss: 1.9529, grad_norm: 3.8389 2021-01-27 20:03:38,821 - mmaction - INFO - Epoch [207][960/2147] lr: 1.824e-02, eta: 2 days, 1:46:33, time: 1.514, data_time: 0.012, memory: 16628, top1_acc: 0.5437, top5_acc: 0.7634, loss_cls: 2.0159, loss: 2.0159, grad_norm: 3.8985 2021-01-27 20:04:08,195 - mmaction - INFO - Epoch [207][980/2147] lr: 1.824e-02, eta: 2 days, 1:45:59, time: 1.470, data_time: 0.008, memory: 16628, top1_acc: 0.5335, top5_acc: 0.7781, loss_cls: 1.9568, loss: 1.9568, grad_norm: 3.8468 2021-01-27 20:04:38,525 - mmaction - INFO - Epoch [207][1000/2147] lr: 1.824e-02, eta: 2 days, 1:45:24, time: 1.516, data_time: 0.007, memory: 16628, top1_acc: 0.5379, top5_acc: 0.7714, loss_cls: 1.9599, loss: 1.9599, grad_norm: 3.8047 2021-01-27 20:05:08,520 - mmaction - INFO - Epoch [207][1020/2147] lr: 1.824e-02, eta: 2 days, 1:44:50, time: 1.499, data_time: 0.008, memory: 16628, top1_acc: 0.5455, top5_acc: 0.7629, loss_cls: 1.9794, loss: 1.9794, grad_norm: 3.9060 2021-01-27 20:05:41,404 - mmaction - INFO - Epoch [207][1040/2147] lr: 1.824e-02, eta: 2 days, 1:44:16, time: 1.636, data_time: 0.006, memory: 16628, top1_acc: 0.5357, top5_acc: 0.7714, loss_cls: 1.9940, loss: 1.9940, grad_norm: 3.9128 2021-01-27 20:06:12,776 - mmaction - INFO - Epoch [207][1060/2147] lr: 1.824e-02, eta: 2 days, 1:43:42, time: 1.578, data_time: 0.017, memory: 16628, top1_acc: 0.5540, top5_acc: 0.7656, loss_cls: 1.9208, loss: 1.9208, grad_norm: 3.8362 2021-01-27 20:06:55,419 - mmaction - INFO - Epoch [207][1080/2147] lr: 1.824e-02, eta: 2 days, 1:43:10, time: 2.130, data_time: 0.008, memory: 16628, top1_acc: 0.5317, top5_acc: 0.7629, loss_cls: 1.9996, loss: 1.9996, grad_norm: 3.8799 2021-01-27 20:07:26,404 - mmaction - INFO - Epoch [207][1100/2147] lr: 1.824e-02, eta: 2 days, 1:42:36, time: 1.552, data_time: 0.010, memory: 16628, top1_acc: 0.5326, top5_acc: 0.7665, loss_cls: 1.9992, loss: 1.9992, grad_norm: 3.9070 2021-01-27 20:08:04,930 - mmaction - INFO - Epoch [207][1120/2147] lr: 1.824e-02, eta: 2 days, 1:42:03, time: 1.920, data_time: 0.004, memory: 16628, top1_acc: 0.5397, top5_acc: 0.7688, loss_cls: 1.9831, loss: 1.9831, grad_norm: 3.8568 2021-01-27 20:08:35,096 - mmaction - INFO - Epoch [207][1140/2147] lr: 1.824e-02, eta: 2 days, 1:41:29, time: 1.516, data_time: 0.021, memory: 16628, top1_acc: 0.5625, top5_acc: 0.7656, loss_cls: 1.9460, loss: 1.9460, grad_norm: 3.8265 2021-01-27 20:09:03,659 - mmaction - INFO - Epoch [207][1160/2147] lr: 1.824e-02, eta: 2 days, 1:40:54, time: 1.428, data_time: 0.007, memory: 16628, top1_acc: 0.5500, top5_acc: 0.7612, loss_cls: 1.9891, loss: 1.9891, grad_norm: 3.8318 2021-01-27 20:09:34,085 - mmaction - INFO - Epoch [207][1180/2147] lr: 1.824e-02, eta: 2 days, 1:40:19, time: 1.520, data_time: 0.005, memory: 16628, top1_acc: 0.5446, top5_acc: 0.7656, loss_cls: 1.9794, loss: 1.9794, grad_norm: 3.9384 2021-01-27 20:10:02,651 - mmaction - INFO - Epoch [207][1200/2147] lr: 1.824e-02, eta: 2 days, 1:39:44, time: 1.428, data_time: 0.003, memory: 16628, top1_acc: 0.5371, top5_acc: 0.7656, loss_cls: 1.9952, loss: 1.9952, grad_norm: 3.9311 2021-01-27 20:10:32,000 - mmaction - INFO - Epoch [207][1220/2147] lr: 1.824e-02, eta: 2 days, 1:39:10, time: 1.466, data_time: 0.004, memory: 16628, top1_acc: 0.5371, top5_acc: 0.7540, loss_cls: 2.0041, loss: 2.0041, grad_norm: 3.8706 2021-01-27 20:11:03,868 - mmaction - INFO - Epoch [207][1240/2147] lr: 1.824e-02, eta: 2 days, 1:38:35, time: 1.592, data_time: 0.009, memory: 16628, top1_acc: 0.5455, top5_acc: 0.7607, loss_cls: 1.9818, loss: 1.9818, grad_norm: 3.8471 2021-01-27 20:11:39,414 - mmaction - INFO - Epoch [207][1260/2147] lr: 1.824e-02, eta: 2 days, 1:38:02, time: 1.781, data_time: 0.008, memory: 16628, top1_acc: 0.5321, top5_acc: 0.7625, loss_cls: 2.0176, loss: 2.0176, grad_norm: 3.9420 2021-01-27 20:12:10,934 - mmaction - INFO - Epoch [207][1280/2147] lr: 1.824e-02, eta: 2 days, 1:37:28, time: 1.567, data_time: 0.002, memory: 16628, top1_acc: 0.5371, top5_acc: 0.7683, loss_cls: 1.9535, loss: 1.9535, grad_norm: 3.8514 2021-01-27 20:12:42,740 - mmaction - INFO - Epoch [207][1300/2147] lr: 1.824e-02, eta: 2 days, 1:36:54, time: 1.594, data_time: 0.013, memory: 16628, top1_acc: 0.5223, top5_acc: 0.7518, loss_cls: 2.0431, loss: 2.0431, grad_norm: 3.9034 2021-01-27 20:13:14,569 - mmaction - INFO - Epoch [207][1320/2147] lr: 1.824e-02, eta: 2 days, 1:36:20, time: 1.595, data_time: 0.009, memory: 16628, top1_acc: 0.5536, top5_acc: 0.7683, loss_cls: 1.9474, loss: 1.9474, grad_norm: 3.9012 2021-01-27 20:13:44,131 - mmaction - INFO - Epoch [207][1340/2147] lr: 1.824e-02, eta: 2 days, 1:35:45, time: 1.473, data_time: 0.008, memory: 16628, top1_acc: 0.5330, top5_acc: 0.7567, loss_cls: 1.9998, loss: 1.9998, grad_norm: 3.9520 2021-01-27 20:14:14,009 - mmaction - INFO - Epoch [207][1360/2147] lr: 1.824e-02, eta: 2 days, 1:35:11, time: 1.501, data_time: 0.009, memory: 16628, top1_acc: 0.5330, top5_acc: 0.7469, loss_cls: 2.0123, loss: 2.0123, grad_norm: 3.8590 2021-01-27 20:14:44,117 - mmaction - INFO - Epoch [207][1380/2147] lr: 1.824e-02, eta: 2 days, 1:34:36, time: 1.505, data_time: 0.002, memory: 16628, top1_acc: 0.5406, top5_acc: 0.7594, loss_cls: 2.0067, loss: 2.0067, grad_norm: 3.7996 2021-01-27 20:15:19,170 - mmaction - INFO - Epoch [207][1400/2147] lr: 1.824e-02, eta: 2 days, 1:34:03, time: 1.739, data_time: 0.007, memory: 16628, top1_acc: 0.5304, top5_acc: 0.7554, loss_cls: 2.0500, loss: 2.0500, grad_norm: 3.8204 2021-01-27 20:15:51,621 - mmaction - INFO - Epoch [207][1420/2147] lr: 1.824e-02, eta: 2 days, 1:33:29, time: 1.631, data_time: 0.022, memory: 16628, top1_acc: 0.5433, top5_acc: 0.7554, loss_cls: 1.9776, loss: 1.9776, grad_norm: 3.7928 2021-01-27 20:16:27,296 - mmaction - INFO - Epoch [207][1440/2147] lr: 1.824e-02, eta: 2 days, 1:32:55, time: 1.787, data_time: 0.012, memory: 16628, top1_acc: 0.5509, top5_acc: 0.7795, loss_cls: 1.8811, loss: 1.8811, grad_norm: 3.8270 2021-01-27 20:17:11,282 - mmaction - INFO - Epoch [207][1460/2147] lr: 1.824e-02, eta: 2 days, 1:32:24, time: 2.193, data_time: 0.004, memory: 16628, top1_acc: 0.5424, top5_acc: 0.7754, loss_cls: 1.9619, loss: 1.9619, grad_norm: 3.9029 2021-01-27 20:17:41,481 - mmaction - INFO - Epoch [207][1480/2147] lr: 1.824e-02, eta: 2 days, 1:31:50, time: 1.517, data_time: 0.012, memory: 16628, top1_acc: 0.5295, top5_acc: 0.7531, loss_cls: 2.0590, loss: 2.0590, grad_norm: 3.9709 2021-01-27 20:18:20,512 - mmaction - INFO - Epoch [207][1500/2147] lr: 1.824e-02, eta: 2 days, 1:31:17, time: 1.942, data_time: 0.003, memory: 16628, top1_acc: 0.5379, top5_acc: 0.7638, loss_cls: 1.9867, loss: 1.9867, grad_norm: 3.8692 2021-01-27 20:18:51,185 - mmaction - INFO - Epoch [207][1520/2147] lr: 1.824e-02, eta: 2 days, 1:30:43, time: 1.539, data_time: 0.018, memory: 16628, top1_acc: 0.5478, top5_acc: 0.7665, loss_cls: 1.9852, loss: 1.9852, grad_norm: 3.8936 2021-01-27 20:19:20,047 - mmaction - INFO - Epoch [207][1540/2147] lr: 1.824e-02, eta: 2 days, 1:30:08, time: 1.446, data_time: 0.008, memory: 16628, top1_acc: 0.5232, top5_acc: 0.7540, loss_cls: 2.0569, loss: 2.0569, grad_norm: 3.9309 2021-01-27 20:19:48,387 - mmaction - INFO - Epoch [207][1560/2147] lr: 1.824e-02, eta: 2 days, 1:29:33, time: 1.417, data_time: 0.007, memory: 16628, top1_acc: 0.5299, top5_acc: 0.7455, loss_cls: 2.0911, loss: 2.0911, grad_norm: 3.9067 2021-01-27 20:20:20,004 - mmaction - INFO - Epoch [207][1580/2147] lr: 1.824e-02, eta: 2 days, 1:28:59, time: 1.580, data_time: 0.008, memory: 16628, top1_acc: 0.5540, top5_acc: 0.7772, loss_cls: 1.9178, loss: 1.9178, grad_norm: 3.8040 2021-01-27 20:20:51,140 - mmaction - INFO - Epoch [207][1600/2147] lr: 1.824e-02, eta: 2 days, 1:28:25, time: 1.555, data_time: 0.005, memory: 16628, top1_acc: 0.5362, top5_acc: 0.7634, loss_cls: 1.9990, loss: 1.9990, grad_norm: 3.9285 2021-01-27 20:21:20,764 - mmaction - INFO - Epoch [207][1620/2147] lr: 1.824e-02, eta: 2 days, 1:27:50, time: 1.474, data_time: 0.005, memory: 16628, top1_acc: 0.5429, top5_acc: 0.7567, loss_cls: 1.9814, loss: 1.9814, grad_norm: 3.8162 2021-01-27 20:21:53,005 - mmaction - INFO - Epoch [207][1640/2147] lr: 1.824e-02, eta: 2 days, 1:27:16, time: 1.613, data_time: 0.021, memory: 16628, top1_acc: 0.5379, top5_acc: 0.7656, loss_cls: 1.9369, loss: 1.9369, grad_norm: 3.8548 2021-01-27 20:22:21,586 - mmaction - INFO - Epoch [207][1660/2147] lr: 1.824e-02, eta: 2 days, 1:26:41, time: 1.436, data_time: 0.014, memory: 16628, top1_acc: 0.5321, top5_acc: 0.7692, loss_cls: 2.0023, loss: 2.0023, grad_norm: 4.0302 2021-01-27 20:22:50,598 - mmaction - INFO - Epoch [207][1680/2147] lr: 1.824e-02, eta: 2 days, 1:26:06, time: 1.452, data_time: 0.005, memory: 16628, top1_acc: 0.5549, top5_acc: 0.7652, loss_cls: 1.9972, loss: 1.9972, grad_norm: 3.9722 2021-01-27 20:23:23,208 - mmaction - INFO - Epoch [207][1700/2147] lr: 1.824e-02, eta: 2 days, 1:25:32, time: 1.629, data_time: 0.084, memory: 16628, top1_acc: 0.5420, top5_acc: 0.7719, loss_cls: 1.9673, loss: 1.9673, grad_norm: 4.0193 2021-01-27 20:23:54,514 - mmaction - INFO - Epoch [207][1720/2147] lr: 1.824e-02, eta: 2 days, 1:24:58, time: 1.564, data_time: 0.008, memory: 16628, top1_acc: 0.5295, top5_acc: 0.7652, loss_cls: 2.0095, loss: 2.0095, grad_norm: 3.9640 2021-01-27 20:24:23,491 - mmaction - INFO - Epoch [207][1740/2147] lr: 1.824e-02, eta: 2 days, 1:24:23, time: 1.451, data_time: 0.005, memory: 16628, top1_acc: 0.5397, top5_acc: 0.7652, loss_cls: 2.0188, loss: 2.0188, grad_norm: 3.8908 2021-01-27 20:24:54,391 - mmaction - INFO - Epoch [207][1760/2147] lr: 1.824e-02, eta: 2 days, 1:23:49, time: 1.547, data_time: 0.008, memory: 16628, top1_acc: 0.5384, top5_acc: 0.7589, loss_cls: 2.0043, loss: 2.0043, grad_norm: 3.9164 2021-01-27 20:25:25,722 - mmaction - INFO - Epoch [207][1780/2147] lr: 1.824e-02, eta: 2 days, 1:23:15, time: 1.561, data_time: 0.002, memory: 16628, top1_acc: 0.5433, top5_acc: 0.7683, loss_cls: 1.9862, loss: 1.9862, grad_norm: 3.9344 2021-01-27 20:25:54,586 - mmaction - INFO - Epoch [207][1800/2147] lr: 1.824e-02, eta: 2 days, 1:22:40, time: 1.447, data_time: 0.010, memory: 16628, top1_acc: 0.5411, top5_acc: 0.7790, loss_cls: 1.9501, loss: 1.9501, grad_norm: 3.8059 2021-01-27 20:26:27,301 - mmaction - INFO - Epoch [207][1820/2147] lr: 1.824e-02, eta: 2 days, 1:22:06, time: 1.633, data_time: 0.004, memory: 16628, top1_acc: 0.5549, top5_acc: 0.7643, loss_cls: 1.9754, loss: 1.9754, grad_norm: 3.8101 2021-01-27 20:26:57,652 - mmaction - INFO - Epoch [207][1840/2147] lr: 1.824e-02, eta: 2 days, 1:21:31, time: 1.521, data_time: 0.007, memory: 16628, top1_acc: 0.5433, top5_acc: 0.7603, loss_cls: 1.9944, loss: 1.9944, grad_norm: 3.8303 2021-01-27 20:27:26,037 - mmaction - INFO - Epoch [207][1860/2147] lr: 1.824e-02, eta: 2 days, 1:20:57, time: 1.421, data_time: 0.004, memory: 16628, top1_acc: 0.5379, top5_acc: 0.7545, loss_cls: 2.0533, loss: 2.0533, grad_norm: 3.8488 2021-01-27 20:27:59,492 - mmaction - INFO - Epoch [207][1880/2147] lr: 1.824e-02, eta: 2 days, 1:20:23, time: 1.669, data_time: 0.003, memory: 16628, top1_acc: 0.5188, top5_acc: 0.7562, loss_cls: 2.0641, loss: 2.0641, grad_norm: 3.8830 2021-01-27 20:28:29,597 - mmaction - INFO - Epoch [207][1900/2147] lr: 1.824e-02, eta: 2 days, 1:19:48, time: 1.509, data_time: 0.013, memory: 16628, top1_acc: 0.5411, top5_acc: 0.7607, loss_cls: 2.0048, loss: 2.0048, grad_norm: 3.8684 2021-01-27 20:28:58,824 - mmaction - INFO - Epoch [207][1920/2147] lr: 1.824e-02, eta: 2 days, 1:19:13, time: 1.457, data_time: 0.002, memory: 16628, top1_acc: 0.5241, top5_acc: 0.7732, loss_cls: 1.9925, loss: 1.9925, grad_norm: 3.8691 2021-01-27 20:29:27,911 - mmaction - INFO - Epoch [207][1940/2147] lr: 1.824e-02, eta: 2 days, 1:18:39, time: 1.459, data_time: 0.009, memory: 16628, top1_acc: 0.5402, top5_acc: 0.7487, loss_cls: 2.0232, loss: 2.0232, grad_norm: 3.8860 2021-01-27 20:29:56,379 - mmaction - INFO - Epoch [207][1960/2147] lr: 1.824e-02, eta: 2 days, 1:18:04, time: 1.423, data_time: 0.014, memory: 16628, top1_acc: 0.5330, top5_acc: 0.7562, loss_cls: 2.0098, loss: 2.0098, grad_norm: 3.9439 2021-01-27 20:30:24,980 - mmaction - INFO - Epoch [207][1980/2147] lr: 1.824e-02, eta: 2 days, 1:17:29, time: 1.428, data_time: 0.004, memory: 16628, top1_acc: 0.5268, top5_acc: 0.7500, loss_cls: 2.0676, loss: 2.0676, grad_norm: 3.8991 2021-01-27 20:30:57,709 - mmaction - INFO - Epoch [207][2000/2147] lr: 1.824e-02, eta: 2 days, 1:16:55, time: 1.639, data_time: 0.009, memory: 16628, top1_acc: 0.5371, top5_acc: 0.7580, loss_cls: 1.9819, loss: 1.9819, grad_norm: 3.7043 2021-01-27 20:31:30,470 - mmaction - INFO - Epoch [207][2020/2147] lr: 1.824e-02, eta: 2 days, 1:16:21, time: 1.636, data_time: 0.001, memory: 16628, top1_acc: 0.5433, top5_acc: 0.7723, loss_cls: 1.9431, loss: 1.9431, grad_norm: 3.7883 2021-01-27 20:32:11,377 - mmaction - INFO - Epoch [207][2040/2147] lr: 1.824e-02, eta: 2 days, 1:15:49, time: 2.045, data_time: 0.006, memory: 16628, top1_acc: 0.5500, top5_acc: 0.7634, loss_cls: 1.9834, loss: 1.9834, grad_norm: 3.8463 2021-01-27 20:32:42,801 - mmaction - INFO - Epoch [207][2060/2147] lr: 1.824e-02, eta: 2 days, 1:15:15, time: 1.573, data_time: 0.009, memory: 16628, top1_acc: 0.5411, top5_acc: 0.7638, loss_cls: 1.9966, loss: 1.9966, grad_norm: 3.9612 2021-01-27 20:33:12,782 - mmaction - INFO - Epoch [207][2080/2147] lr: 1.824e-02, eta: 2 days, 1:14:40, time: 1.488, data_time: 0.005, memory: 16628, top1_acc: 0.5174, top5_acc: 0.7500, loss_cls: 2.0707, loss: 2.0707, grad_norm: 3.8873 2021-01-27 20:33:41,365 - mmaction - INFO - Epoch [207][2100/2147] lr: 1.824e-02, eta: 2 days, 1:14:05, time: 1.441, data_time: 0.015, memory: 16628, top1_acc: 0.5518, top5_acc: 0.7737, loss_cls: 1.9600, loss: 1.9600, grad_norm: 3.8325 2021-01-27 20:34:12,781 - mmaction - INFO - Epoch [207][2120/2147] lr: 1.824e-02, eta: 2 days, 1:13:31, time: 1.568, data_time: 0.005, memory: 16628, top1_acc: 0.5312, top5_acc: 0.7638, loss_cls: 1.9916, loss: 1.9916, grad_norm: 3.8672 2021-01-27 20:34:43,648 - mmaction - INFO - Epoch [207][2140/2147] lr: 1.824e-02, eta: 2 days, 1:12:57, time: 1.546, data_time: 0.006, memory: 16628, top1_acc: 0.5353, top5_acc: 0.7705, loss_cls: 1.9586, loss: 1.9586, grad_norm: 3.8625 2021-01-27 20:40:46,694 - mmaction - INFO - Epoch [208][20/2147] lr: 1.754e-02, eta: 2 days, 1:13:19, time: 16.626, data_time: 14.888, memory: 16628, top1_acc: 0.5379, top5_acc: 0.7594, loss_cls: 2.0017, loss: 2.0017, grad_norm: 4.0086 2021-01-27 20:41:18,267 - mmaction - INFO - Epoch [208][40/2147] lr: 1.754e-02, eta: 2 days, 1:12:45, time: 1.587, data_time: 0.018, memory: 16628, top1_acc: 0.5304, top5_acc: 0.7670, loss_cls: 2.0145, loss: 2.0145, grad_norm: 3.8871 2021-01-27 20:41:50,442 - mmaction - INFO - Epoch [208][60/2147] lr: 1.754e-02, eta: 2 days, 1:12:11, time: 1.605, data_time: 0.005, memory: 16628, top1_acc: 0.5326, top5_acc: 0.7661, loss_cls: 1.9648, loss: 1.9648, grad_norm: 3.8249 2021-01-27 20:42:19,233 - mmaction - INFO - Epoch [208][80/2147] lr: 1.754e-02, eta: 2 days, 1:11:36, time: 1.433, data_time: 0.008, memory: 16628, top1_acc: 0.5500, top5_acc: 0.7759, loss_cls: 1.9475, loss: 1.9475, grad_norm: 3.8412 2021-01-27 20:42:49,713 - mmaction - INFO - Epoch [208][100/2147] lr: 1.754e-02, eta: 2 days, 1:11:02, time: 1.535, data_time: 0.013, memory: 16628, top1_acc: 0.5295, top5_acc: 0.7652, loss_cls: 1.9773, loss: 1.9773, grad_norm: 3.9316 2021-01-27 20:43:19,127 - mmaction - INFO - Epoch [208][120/2147] lr: 1.754e-02, eta: 2 days, 1:10:27, time: 1.470, data_time: 0.001, memory: 16628, top1_acc: 0.5531, top5_acc: 0.7696, loss_cls: 1.9498, loss: 1.9498, grad_norm: 3.8790 2021-01-27 20:43:56,077 - mmaction - INFO - Epoch [208][140/2147] lr: 1.754e-02, eta: 2 days, 1:09:54, time: 1.847, data_time: 0.005, memory: 16628, top1_acc: 0.5473, top5_acc: 0.7692, loss_cls: 1.9163, loss: 1.9163, grad_norm: 3.8311 2021-01-27 20:44:26,670 - mmaction - INFO - Epoch [208][160/2147] lr: 1.754e-02, eta: 2 days, 1:09:20, time: 1.528, data_time: 0.003, memory: 16628, top1_acc: 0.5433, top5_acc: 0.7665, loss_cls: 1.9708, loss: 1.9708, grad_norm: 3.9340 2021-01-27 20:44:56,736 - mmaction - INFO - Epoch [208][180/2147] lr: 1.754e-02, eta: 2 days, 1:08:45, time: 1.506, data_time: 0.005, memory: 16628, top1_acc: 0.5518, top5_acc: 0.7915, loss_cls: 1.8500, loss: 1.8500, grad_norm: 3.7852 2021-01-27 20:45:29,564 - mmaction - INFO - Epoch [208][200/2147] lr: 1.754e-02, eta: 2 days, 1:08:11, time: 1.642, data_time: 0.003, memory: 16628, top1_acc: 0.5540, top5_acc: 0.7812, loss_cls: 1.8776, loss: 1.8776, grad_norm: 3.8493 2021-01-27 20:46:01,228 - mmaction - INFO - Epoch [208][220/2147] lr: 1.754e-02, eta: 2 days, 1:07:37, time: 1.582, data_time: 0.006, memory: 16628, top1_acc: 0.5629, top5_acc: 0.7879, loss_cls: 1.8700, loss: 1.8700, grad_norm: 3.8708 2021-01-27 20:46:31,272 - mmaction - INFO - Epoch [208][240/2147] lr: 1.754e-02, eta: 2 days, 1:07:03, time: 1.503, data_time: 0.003, memory: 16628, top1_acc: 0.5504, top5_acc: 0.7772, loss_cls: 1.9187, loss: 1.9187, grad_norm: 3.9310 2021-01-27 20:47:01,736 - mmaction - INFO - Epoch [208][260/2147] lr: 1.754e-02, eta: 2 days, 1:06:28, time: 1.520, data_time: 0.001, memory: 16628, top1_acc: 0.5491, top5_acc: 0.7705, loss_cls: 1.9251, loss: 1.9251, grad_norm: 3.9158 2021-01-27 20:47:30,239 - mmaction - INFO - Epoch [208][280/2147] lr: 1.754e-02, eta: 2 days, 1:05:53, time: 1.428, data_time: 0.008, memory: 16628, top1_acc: 0.5415, top5_acc: 0.7674, loss_cls: 1.9654, loss: 1.9654, grad_norm: 3.8496 2021-01-27 20:48:00,270 - mmaction - INFO - Epoch [208][300/2147] lr: 1.754e-02, eta: 2 days, 1:05:19, time: 1.500, data_time: 0.003, memory: 16628, top1_acc: 0.5612, top5_acc: 0.7839, loss_cls: 1.8532, loss: 1.8532, grad_norm: 3.7856 2021-01-27 20:48:33,765 - mmaction - INFO - Epoch [208][320/2147] lr: 1.754e-02, eta: 2 days, 1:04:45, time: 1.665, data_time: 0.004, memory: 16628, top1_acc: 0.5491, top5_acc: 0.7754, loss_cls: 1.9367, loss: 1.9367, grad_norm: 3.9245 2021-01-27 20:49:02,618 - mmaction - INFO - Epoch [208][340/2147] lr: 1.754e-02, eta: 2 days, 1:04:10, time: 1.451, data_time: 0.014, memory: 16628, top1_acc: 0.5330, top5_acc: 0.7647, loss_cls: 1.9939, loss: 1.9939, grad_norm: 3.9516 2021-01-27 20:49:33,321 - mmaction - INFO - Epoch [208][360/2147] lr: 1.754e-02, eta: 2 days, 1:03:36, time: 1.531, data_time: 0.006, memory: 16628, top1_acc: 0.5576, top5_acc: 0.7781, loss_cls: 1.8865, loss: 1.8865, grad_norm: 3.8826 2021-01-27 20:50:06,362 - mmaction - INFO - Epoch [208][380/2147] lr: 1.754e-02, eta: 2 days, 1:03:02, time: 1.657, data_time: 0.017, memory: 16628, top1_acc: 0.5223, top5_acc: 0.7562, loss_cls: 2.0576, loss: 2.0576, grad_norm: 4.0059 2021-01-27 20:50:35,815 - mmaction - INFO - Epoch [208][400/2147] lr: 1.754e-02, eta: 2 days, 1:02:27, time: 1.473, data_time: 0.007, memory: 16628, top1_acc: 0.5437, top5_acc: 0.7629, loss_cls: 1.9868, loss: 1.9868, grad_norm: 3.9865 2021-01-27 20:51:05,572 - mmaction - INFO - Epoch [208][420/2147] lr: 1.754e-02, eta: 2 days, 1:01:53, time: 1.486, data_time: 0.011, memory: 16628, top1_acc: 0.5393, top5_acc: 0.7674, loss_cls: 1.9833, loss: 1.9833, grad_norm: 3.9415 2021-01-27 20:51:36,494 - mmaction - INFO - Epoch [208][440/2147] lr: 1.754e-02, eta: 2 days, 1:01:18, time: 1.547, data_time: 0.011, memory: 16628, top1_acc: 0.5312, top5_acc: 0.7621, loss_cls: 2.0376, loss: 2.0376, grad_norm: 4.0338 2021-01-27 20:52:06,889 - mmaction - INFO - Epoch [208][460/2147] lr: 1.754e-02, eta: 2 days, 1:00:44, time: 1.515, data_time: 0.010, memory: 16628, top1_acc: 0.5348, top5_acc: 0.7531, loss_cls: 2.0087, loss: 2.0087, grad_norm: 3.9066 2021-01-27 20:52:42,816 - mmaction - INFO - Epoch [208][480/2147] lr: 1.754e-02, eta: 2 days, 1:00:11, time: 1.789, data_time: 0.011, memory: 16628, top1_acc: 0.5504, top5_acc: 0.7554, loss_cls: 1.9735, loss: 1.9735, grad_norm: 3.7986 2021-01-27 20:53:15,022 - mmaction - INFO - Epoch [208][500/2147] lr: 1.754e-02, eta: 2 days, 0:59:37, time: 1.618, data_time: 0.028, memory: 16628, top1_acc: 0.5527, top5_acc: 0.7781, loss_cls: 1.9260, loss: 1.9260, grad_norm: 3.9385 2021-01-27 20:53:46,113 - mmaction - INFO - Epoch [208][520/2147] lr: 1.754e-02, eta: 2 days, 0:59:02, time: 1.560, data_time: 0.015, memory: 16628, top1_acc: 0.5647, top5_acc: 0.7687, loss_cls: 1.9314, loss: 1.9314, grad_norm: 3.9560 2021-01-27 20:54:16,927 - mmaction - INFO - Epoch [208][540/2147] lr: 1.754e-02, eta: 2 days, 0:58:28, time: 1.533, data_time: 0.005, memory: 16628, top1_acc: 0.5460, top5_acc: 0.7754, loss_cls: 1.9326, loss: 1.9326, grad_norm: 3.9570 2021-01-27 20:54:47,800 - mmaction - INFO - Epoch [208][560/2147] lr: 1.754e-02, eta: 2 days, 0:57:53, time: 1.538, data_time: 0.011, memory: 16628, top1_acc: 0.5647, top5_acc: 0.7750, loss_cls: 1.9104, loss: 1.9104, grad_norm: 3.9802 2021-01-27 20:55:17,045 - mmaction - INFO - Epoch [208][580/2147] lr: 1.754e-02, eta: 2 days, 0:57:19, time: 1.474, data_time: 0.019, memory: 16628, top1_acc: 0.5433, top5_acc: 0.7621, loss_cls: 1.9994, loss: 1.9994, grad_norm: 3.9083 2021-01-27 20:55:46,229 - mmaction - INFO - Epoch [208][600/2147] lr: 1.754e-02, eta: 2 days, 0:56:44, time: 1.460, data_time: 0.006, memory: 16628, top1_acc: 0.5415, top5_acc: 0.7728, loss_cls: 1.9552, loss: 1.9552, grad_norm: 3.8422 2021-01-27 20:56:19,340 - mmaction - INFO - Epoch [208][620/2147] lr: 1.754e-02, eta: 2 days, 0:56:10, time: 1.649, data_time: 0.007, memory: 16628, top1_acc: 0.5308, top5_acc: 0.7504, loss_cls: 2.0463, loss: 2.0463, grad_norm: 3.9384 2021-01-27 20:56:55,651 - mmaction - INFO - Epoch [208][640/2147] lr: 1.754e-02, eta: 2 days, 0:55:37, time: 1.822, data_time: 0.010, memory: 16628, top1_acc: 0.5339, top5_acc: 0.7705, loss_cls: 1.9788, loss: 1.9788, grad_norm: 3.9041 2021-01-27 20:57:24,482 - mmaction - INFO - Epoch [208][660/2147] lr: 1.754e-02, eta: 2 days, 0:55:02, time: 1.442, data_time: 0.003, memory: 16628, top1_acc: 0.5290, top5_acc: 0.7692, loss_cls: 1.9866, loss: 1.9866, grad_norm: 4.0345 2021-01-27 20:57:55,735 - mmaction - INFO - Epoch [208][680/2147] lr: 1.754e-02, eta: 2 days, 0:54:28, time: 1.555, data_time: 0.009, memory: 16628, top1_acc: 0.5714, top5_acc: 0.7839, loss_cls: 1.9062, loss: 1.9062, grad_norm: 3.8588 2021-01-27 20:58:25,599 - mmaction - INFO - Epoch [208][700/2147] lr: 1.754e-02, eta: 2 days, 0:53:53, time: 1.498, data_time: 0.012, memory: 16628, top1_acc: 0.5455, top5_acc: 0.7772, loss_cls: 1.9277, loss: 1.9277, grad_norm: 3.8926 2021-01-27 20:58:56,188 - mmaction - INFO - Epoch [208][720/2147] lr: 1.754e-02, eta: 2 days, 0:53:19, time: 1.519, data_time: 0.007, memory: 16628, top1_acc: 0.5371, top5_acc: 0.7634, loss_cls: 1.9743, loss: 1.9743, grad_norm: 4.0676 2021-01-27 20:59:25,255 - mmaction - INFO - Epoch [208][740/2147] lr: 1.754e-02, eta: 2 days, 0:52:44, time: 1.466, data_time: 0.016, memory: 16628, top1_acc: 0.5670, top5_acc: 0.7884, loss_cls: 1.8621, loss: 1.8621, grad_norm: 3.8498 2021-01-27 20:59:54,511 - mmaction - INFO - Epoch [208][760/2147] lr: 1.754e-02, eta: 2 days, 0:52:10, time: 1.464, data_time: 0.006, memory: 16628, top1_acc: 0.5232, top5_acc: 0.7643, loss_cls: 2.0067, loss: 2.0067, grad_norm: 3.8954 2021-01-27 21:00:28,569 - mmaction - INFO - Epoch [208][780/2147] lr: 1.754e-02, eta: 2 days, 0:51:36, time: 1.700, data_time: 0.007, memory: 16628, top1_acc: 0.5487, top5_acc: 0.7746, loss_cls: 1.9572, loss: 1.9572, grad_norm: 3.8999 2021-01-27 21:01:00,310 - mmaction - INFO - Epoch [208][800/2147] lr: 1.754e-02, eta: 2 days, 0:51:02, time: 1.591, data_time: 0.011, memory: 16628, top1_acc: 0.5272, top5_acc: 0.7607, loss_cls: 2.0076, loss: 2.0076, grad_norm: 3.8999 2021-01-27 21:01:31,232 - mmaction - INFO - Epoch [208][820/2147] lr: 1.754e-02, eta: 2 days, 0:50:27, time: 1.544, data_time: 0.004, memory: 16628, top1_acc: 0.5469, top5_acc: 0.7705, loss_cls: 1.9528, loss: 1.9528, grad_norm: 3.8619 2021-01-27 21:02:05,134 - mmaction - INFO - Epoch [208][840/2147] lr: 1.754e-02, eta: 2 days, 0:49:54, time: 1.690, data_time: 0.006, memory: 16628, top1_acc: 0.5437, top5_acc: 0.7826, loss_cls: 1.9211, loss: 1.9211, grad_norm: 3.7567 2021-01-27 21:02:35,775 - mmaction - INFO - Epoch [208][860/2147] lr: 1.754e-02, eta: 2 days, 0:49:19, time: 1.538, data_time: 0.016, memory: 16628, top1_acc: 0.5554, top5_acc: 0.7808, loss_cls: 1.8755, loss: 1.8755, grad_norm: 3.9524 2021-01-27 21:03:07,074 - mmaction - INFO - Epoch [208][880/2147] lr: 1.754e-02, eta: 2 days, 0:48:45, time: 1.555, data_time: 0.017, memory: 16628, top1_acc: 0.5433, top5_acc: 0.7723, loss_cls: 1.9604, loss: 1.9604, grad_norm: 3.9771 2021-01-27 21:03:39,587 - mmaction - INFO - Epoch [208][900/2147] lr: 1.754e-02, eta: 2 days, 0:48:11, time: 1.636, data_time: 0.016, memory: 16628, top1_acc: 0.5554, top5_acc: 0.7692, loss_cls: 1.9374, loss: 1.9374, grad_norm: 3.9483 2021-01-27 21:04:11,019 - mmaction - INFO - Epoch [208][920/2147] lr: 1.754e-02, eta: 2 days, 0:47:37, time: 1.573, data_time: 0.005, memory: 16628, top1_acc: 0.5469, top5_acc: 0.7705, loss_cls: 1.9447, loss: 1.9447, grad_norm: 3.9009 2021-01-27 21:04:40,510 - mmaction - INFO - Epoch [208][940/2147] lr: 1.754e-02, eta: 2 days, 0:47:02, time: 1.470, data_time: 0.005, memory: 16628, top1_acc: 0.5571, top5_acc: 0.7741, loss_cls: 1.8831, loss: 1.8831, grad_norm: 3.8508 2021-01-27 21:05:12,441 - mmaction - INFO - Epoch [208][960/2147] lr: 1.754e-02, eta: 2 days, 0:46:28, time: 1.601, data_time: 0.007, memory: 16628, top1_acc: 0.5482, top5_acc: 0.7710, loss_cls: 1.9377, loss: 1.9377, grad_norm: 3.9436 2021-01-27 21:05:43,787 - mmaction - INFO - Epoch [208][980/2147] lr: 1.754e-02, eta: 2 days, 0:45:54, time: 1.548, data_time: 0.004, memory: 16628, top1_acc: 0.5545, top5_acc: 0.7768, loss_cls: 1.9607, loss: 1.9607, grad_norm: 4.0062 2021-01-27 21:06:14,302 - mmaction - INFO - Epoch [208][1000/2147] lr: 1.754e-02, eta: 2 days, 0:45:20, time: 1.543, data_time: 0.023, memory: 16628, top1_acc: 0.5571, top5_acc: 0.7795, loss_cls: 1.9049, loss: 1.9049, grad_norm: 3.9038 2021-01-27 21:06:55,723 - mmaction - INFO - Epoch [208][1020/2147] lr: 1.754e-02, eta: 2 days, 0:44:48, time: 2.073, data_time: 0.022, memory: 16628, top1_acc: 0.5375, top5_acc: 0.7594, loss_cls: 2.0192, loss: 2.0192, grad_norm: 4.0125 2021-01-27 21:07:24,940 - mmaction - INFO - Epoch [208][1040/2147] lr: 1.754e-02, eta: 2 days, 0:44:13, time: 1.461, data_time: 0.029, memory: 16628, top1_acc: 0.5388, top5_acc: 0.7692, loss_cls: 1.9681, loss: 1.9681, grad_norm: 3.9189 2021-01-27 21:07:54,080 - mmaction - INFO - Epoch [208][1060/2147] lr: 1.754e-02, eta: 2 days, 0:43:38, time: 1.458, data_time: 0.004, memory: 16628, top1_acc: 0.5500, top5_acc: 0.7799, loss_cls: 1.8592, loss: 1.8592, grad_norm: 3.9065 2021-01-27 21:08:23,272 - mmaction - INFO - Epoch [208][1080/2147] lr: 1.754e-02, eta: 2 days, 0:43:03, time: 1.460, data_time: 0.003, memory: 16628, top1_acc: 0.5442, top5_acc: 0.7634, loss_cls: 1.9755, loss: 1.9755, grad_norm: 3.9152 2021-01-27 21:08:51,958 - mmaction - INFO - Epoch [208][1100/2147] lr: 1.754e-02, eta: 2 days, 0:42:29, time: 1.433, data_time: 0.006, memory: 16628, top1_acc: 0.5469, top5_acc: 0.7687, loss_cls: 1.9466, loss: 1.9466, grad_norm: 3.8074 2021-01-27 21:09:21,804 - mmaction - INFO - Epoch [208][1120/2147] lr: 1.754e-02, eta: 2 days, 0:41:54, time: 1.494, data_time: 0.004, memory: 16628, top1_acc: 0.5473, top5_acc: 0.7750, loss_cls: 1.9402, loss: 1.9402, grad_norm: 3.8481 2021-01-27 21:09:51,716 - mmaction - INFO - Epoch [208][1140/2147] lr: 1.754e-02, eta: 2 days, 0:41:19, time: 1.495, data_time: 0.002, memory: 16628, top1_acc: 0.5504, top5_acc: 0.7821, loss_cls: 1.8904, loss: 1.8904, grad_norm: 3.8704 2021-01-27 21:10:22,044 - mmaction - INFO - Epoch [208][1160/2147] lr: 1.754e-02, eta: 2 days, 0:40:45, time: 1.515, data_time: 0.006, memory: 16628, top1_acc: 0.5665, top5_acc: 0.7786, loss_cls: 1.9004, loss: 1.9004, grad_norm: 3.8383 2021-01-27 21:10:51,109 - mmaction - INFO - Epoch [208][1180/2147] lr: 1.754e-02, eta: 2 days, 0:40:10, time: 1.447, data_time: 0.005, memory: 16628, top1_acc: 0.5594, top5_acc: 0.7839, loss_cls: 1.8932, loss: 1.8932, grad_norm: 3.8621 2021-01-27 21:11:21,176 - mmaction - INFO - Epoch [208][1200/2147] lr: 1.754e-02, eta: 2 days, 0:39:36, time: 1.508, data_time: 0.012, memory: 16628, top1_acc: 0.5442, top5_acc: 0.7723, loss_cls: 1.9601, loss: 1.9601, grad_norm: 3.9191 2021-01-27 21:11:58,662 - mmaction - INFO - Epoch [208][1220/2147] lr: 1.754e-02, eta: 2 days, 0:39:03, time: 1.870, data_time: 0.006, memory: 16628, top1_acc: 0.5460, top5_acc: 0.7638, loss_cls: 1.9655, loss: 1.9655, grad_norm: 3.8177 2021-01-27 21:12:27,319 - mmaction - INFO - Epoch [208][1240/2147] lr: 1.754e-02, eta: 2 days, 0:38:28, time: 1.440, data_time: 0.016, memory: 16628, top1_acc: 0.5518, top5_acc: 0.7710, loss_cls: 1.9555, loss: 1.9555, grad_norm: 3.8890 2021-01-27 21:12:56,287 - mmaction - INFO - Epoch [208][1260/2147] lr: 1.754e-02, eta: 2 days, 0:37:53, time: 1.448, data_time: 0.004, memory: 16628, top1_acc: 0.5500, top5_acc: 0.7719, loss_cls: 1.9268, loss: 1.9268, grad_norm: 3.8844 2021-01-27 21:13:25,285 - mmaction - INFO - Epoch [208][1280/2147] lr: 1.754e-02, eta: 2 days, 0:37:18, time: 1.450, data_time: 0.002, memory: 16628, top1_acc: 0.5272, top5_acc: 0.7705, loss_cls: 2.0200, loss: 2.0200, grad_norm: 4.0392 2021-01-27 21:13:54,449 - mmaction - INFO - Epoch [208][1300/2147] lr: 1.754e-02, eta: 2 days, 0:36:44, time: 1.459, data_time: 0.006, memory: 16628, top1_acc: 0.5625, top5_acc: 0.7607, loss_cls: 1.9813, loss: 1.9813, grad_norm: 3.9123 2021-01-27 21:14:23,365 - mmaction - INFO - Epoch [208][1320/2147] lr: 1.754e-02, eta: 2 days, 0:36:09, time: 1.445, data_time: 0.001, memory: 16628, top1_acc: 0.5487, top5_acc: 0.7777, loss_cls: 1.9523, loss: 1.9523, grad_norm: 3.8989 2021-01-27 21:14:52,231 - mmaction - INFO - Epoch [208][1340/2147] lr: 1.754e-02, eta: 2 days, 0:35:34, time: 1.444, data_time: 0.004, memory: 16628, top1_acc: 0.5393, top5_acc: 0.7513, loss_cls: 2.0061, loss: 2.0061, grad_norm: 3.9006 2021-01-27 21:15:20,651 - mmaction - INFO - Epoch [208][1360/2147] lr: 1.754e-02, eta: 2 days, 0:34:59, time: 1.417, data_time: 0.001, memory: 16628, top1_acc: 0.5330, top5_acc: 0.7616, loss_cls: 1.9792, loss: 1.9792, grad_norm: 3.9186 2021-01-27 21:15:51,934 - mmaction - INFO - Epoch [208][1380/2147] lr: 1.754e-02, eta: 2 days, 0:34:25, time: 1.569, data_time: 0.006, memory: 16628, top1_acc: 0.5357, top5_acc: 0.7634, loss_cls: 1.9790, loss: 1.9790, grad_norm: 3.8721 2021-01-27 21:16:20,792 - mmaction - INFO - Epoch [208][1400/2147] lr: 1.754e-02, eta: 2 days, 0:33:50, time: 1.443, data_time: 0.012, memory: 16628, top1_acc: 0.5598, top5_acc: 0.7634, loss_cls: 1.9133, loss: 1.9133, grad_norm: 3.8479 2021-01-27 21:16:51,547 - mmaction - INFO - Epoch [208][1420/2147] lr: 1.754e-02, eta: 2 days, 0:33:16, time: 1.537, data_time: 0.003, memory: 16628, top1_acc: 0.5388, top5_acc: 0.7567, loss_cls: 2.0176, loss: 2.0176, grad_norm: 3.8905 2021-01-27 21:17:22,067 - mmaction - INFO - Epoch [208][1440/2147] lr: 1.754e-02, eta: 2 days, 0:32:41, time: 1.523, data_time: 0.003, memory: 16628, top1_acc: 0.5304, top5_acc: 0.7652, loss_cls: 2.0019, loss: 2.0019, grad_norm: 4.0296 2021-01-27 21:17:54,686 - mmaction - INFO - Epoch [208][1460/2147] lr: 1.754e-02, eta: 2 days, 0:32:07, time: 1.569, data_time: 0.005, memory: 16628, top1_acc: 0.5455, top5_acc: 0.7754, loss_cls: 1.9398, loss: 1.9398, grad_norm: 3.8327 2021-01-27 21:18:23,293 - mmaction - INFO - Epoch [208][1480/2147] lr: 1.754e-02, eta: 2 days, 0:31:33, time: 1.493, data_time: 0.067, memory: 16628, top1_acc: 0.5384, top5_acc: 0.7576, loss_cls: 1.9902, loss: 1.9902, grad_norm: 3.9802 2021-01-27 21:18:51,730 - mmaction - INFO - Epoch [208][1500/2147] lr: 1.754e-02, eta: 2 days, 0:30:58, time: 1.422, data_time: 0.006, memory: 16628, top1_acc: 0.5429, top5_acc: 0.7656, loss_cls: 1.9657, loss: 1.9657, grad_norm: 3.8533 2021-01-27 21:19:20,251 - mmaction - INFO - Epoch [208][1520/2147] lr: 1.754e-02, eta: 2 days, 0:30:23, time: 1.428, data_time: 0.006, memory: 16628, top1_acc: 0.5384, top5_acc: 0.7509, loss_cls: 2.0441, loss: 2.0441, grad_norm: 3.9182 2021-01-27 21:19:48,530 - mmaction - INFO - Epoch [208][1540/2147] lr: 1.754e-02, eta: 2 days, 0:29:48, time: 1.414, data_time: 0.002, memory: 16628, top1_acc: 0.5433, top5_acc: 0.7737, loss_cls: 1.9698, loss: 1.9698, grad_norm: 3.9061 2021-01-27 21:20:18,638 - mmaction - INFO - Epoch [208][1560/2147] lr: 1.754e-02, eta: 2 days, 0:29:13, time: 1.502, data_time: 0.007, memory: 16628, top1_acc: 0.5473, top5_acc: 0.7723, loss_cls: 1.9433, loss: 1.9433, grad_norm: 3.9690 2021-01-27 21:20:50,723 - mmaction - INFO - Epoch [208][1580/2147] lr: 1.754e-02, eta: 2 days, 0:28:39, time: 1.603, data_time: 0.043, memory: 16628, top1_acc: 0.5612, top5_acc: 0.7897, loss_cls: 1.8832, loss: 1.8832, grad_norm: 3.8896 2021-01-27 21:21:19,385 - mmaction - INFO - Epoch [208][1600/2147] lr: 1.754e-02, eta: 2 days, 0:28:04, time: 1.437, data_time: 0.012, memory: 16628, top1_acc: 0.5509, top5_acc: 0.7799, loss_cls: 1.9370, loss: 1.9370, grad_norm: 3.8837 2021-01-27 21:21:52,946 - mmaction - INFO - Epoch [208][1620/2147] lr: 1.754e-02, eta: 2 days, 0:27:31, time: 1.675, data_time: 0.002, memory: 16628, top1_acc: 0.5455, top5_acc: 0.7705, loss_cls: 1.9440, loss: 1.9440, grad_norm: 3.8308 2021-01-27 21:22:25,870 - mmaction - INFO - Epoch [208][1640/2147] lr: 1.754e-02, eta: 2 days, 0:26:57, time: 1.642, data_time: 0.009, memory: 16628, top1_acc: 0.5478, top5_acc: 0.7701, loss_cls: 1.9761, loss: 1.9761, grad_norm: 3.8438 2021-01-27 21:22:55,254 - mmaction - INFO - Epoch [208][1660/2147] lr: 1.754e-02, eta: 2 days, 0:26:22, time: 1.475, data_time: 0.015, memory: 16628, top1_acc: 0.5612, top5_acc: 0.7728, loss_cls: 1.9230, loss: 1.9230, grad_norm: 3.8146 2021-01-27 21:23:24,033 - mmaction - INFO - Epoch [208][1680/2147] lr: 1.754e-02, eta: 2 days, 0:25:47, time: 1.441, data_time: 0.009, memory: 16628, top1_acc: 0.5437, top5_acc: 0.7652, loss_cls: 1.9425, loss: 1.9425, grad_norm: 3.8614 2021-01-27 21:23:55,426 - mmaction - INFO - Epoch [208][1700/2147] lr: 1.754e-02, eta: 2 days, 0:25:13, time: 1.568, data_time: 0.001, memory: 16628, top1_acc: 0.5451, top5_acc: 0.7621, loss_cls: 1.9430, loss: 1.9430, grad_norm: 3.8555 2021-01-27 21:24:26,539 - mmaction - INFO - Epoch [208][1720/2147] lr: 1.754e-02, eta: 2 days, 0:24:39, time: 1.557, data_time: 0.004, memory: 16628, top1_acc: 0.5357, top5_acc: 0.7665, loss_cls: 2.0063, loss: 2.0063, grad_norm: 3.9579 2021-01-27 21:24:55,202 - mmaction - INFO - Epoch [208][1740/2147] lr: 1.754e-02, eta: 2 days, 0:24:04, time: 1.433, data_time: 0.004, memory: 16628, top1_acc: 0.5437, top5_acc: 0.7674, loss_cls: 1.9501, loss: 1.9501, grad_norm: 4.0296 2021-01-27 21:25:24,243 - mmaction - INFO - Epoch [208][1760/2147] lr: 1.754e-02, eta: 2 days, 0:23:29, time: 1.450, data_time: 0.003, memory: 16628, top1_acc: 0.5504, top5_acc: 0.7554, loss_cls: 1.9929, loss: 1.9929, grad_norm: 3.9539 2021-01-27 21:25:52,855 - mmaction - INFO - Epoch [208][1780/2147] lr: 1.754e-02, eta: 2 days, 0:22:54, time: 1.431, data_time: 0.006, memory: 16628, top1_acc: 0.5545, top5_acc: 0.7647, loss_cls: 1.9291, loss: 1.9291, grad_norm: 3.8015 2021-01-27 21:26:23,666 - mmaction - INFO - Epoch [208][1800/2147] lr: 1.754e-02, eta: 2 days, 0:22:20, time: 1.533, data_time: 0.009, memory: 16628, top1_acc: 0.5371, top5_acc: 0.7777, loss_cls: 1.9073, loss: 1.9073, grad_norm: 3.8944 2021-01-27 21:26:53,069 - mmaction - INFO - Epoch [208][1820/2147] lr: 1.754e-02, eta: 2 days, 0:21:45, time: 1.478, data_time: 0.021, memory: 16628, top1_acc: 0.5219, top5_acc: 0.7545, loss_cls: 2.0648, loss: 2.0648, grad_norm: 4.0979 2021-01-27 21:27:22,971 - mmaction - INFO - Epoch [208][1840/2147] lr: 1.754e-02, eta: 2 days, 0:21:11, time: 1.496, data_time: 0.004, memory: 16628, top1_acc: 0.5384, top5_acc: 0.7603, loss_cls: 2.0439, loss: 2.0439, grad_norm: 3.9509 2021-01-27 21:27:55,370 - mmaction - INFO - Epoch [208][1860/2147] lr: 1.754e-02, eta: 2 days, 0:20:37, time: 1.602, data_time: 0.002, memory: 16628, top1_acc: 0.5509, top5_acc: 0.7777, loss_cls: 1.9200, loss: 1.9200, grad_norm: 3.9095 2021-01-27 21:28:24,610 - mmaction - INFO - Epoch [208][1880/2147] lr: 1.754e-02, eta: 2 days, 0:20:02, time: 1.481, data_time: 0.023, memory: 16628, top1_acc: 0.5402, top5_acc: 0.7643, loss_cls: 1.9453, loss: 1.9453, grad_norm: 3.9598 2021-01-27 21:28:56,384 - mmaction - INFO - Epoch [208][1900/2147] lr: 1.754e-02, eta: 2 days, 0:19:28, time: 1.587, data_time: 0.003, memory: 16628, top1_acc: 0.5478, top5_acc: 0.7701, loss_cls: 1.9525, loss: 1.9525, grad_norm: 3.8244 2021-01-27 21:29:25,379 - mmaction - INFO - Epoch [208][1920/2147] lr: 1.754e-02, eta: 2 days, 0:18:53, time: 1.448, data_time: 0.003, memory: 16628, top1_acc: 0.5496, top5_acc: 0.7795, loss_cls: 1.9008, loss: 1.9008, grad_norm: 3.8674 2021-01-27 21:29:54,712 - mmaction - INFO - Epoch [208][1940/2147] lr: 1.754e-02, eta: 2 days, 0:18:19, time: 1.469, data_time: 0.004, memory: 16628, top1_acc: 0.5545, top5_acc: 0.7643, loss_cls: 1.9713, loss: 1.9713, grad_norm: 3.8945 2021-01-27 21:30:24,444 - mmaction - INFO - Epoch [208][1960/2147] lr: 1.754e-02, eta: 2 days, 0:17:44, time: 1.484, data_time: 0.001, memory: 16628, top1_acc: 0.5446, top5_acc: 0.7844, loss_cls: 1.8794, loss: 1.8794, grad_norm: 3.9834 2021-01-27 21:30:52,959 - mmaction - INFO - Epoch [208][1980/2147] lr: 1.754e-02, eta: 2 days, 0:17:09, time: 1.428, data_time: 0.006, memory: 16628, top1_acc: 0.5536, top5_acc: 0.7795, loss_cls: 1.9089, loss: 1.9089, grad_norm: 3.9797 2021-01-27 21:31:21,233 - mmaction - INFO - Epoch [208][2000/2147] lr: 1.754e-02, eta: 2 days, 0:16:34, time: 1.414, data_time: 0.002, memory: 16628, top1_acc: 0.5272, top5_acc: 0.7540, loss_cls: 2.0358, loss: 2.0358, grad_norm: 4.0696 2021-01-27 21:31:52,818 - mmaction - INFO - Epoch [208][2020/2147] lr: 1.754e-02, eta: 2 days, 0:16:00, time: 1.571, data_time: 0.005, memory: 16628, top1_acc: 0.5437, top5_acc: 0.7732, loss_cls: 1.9545, loss: 1.9545, grad_norm: 3.9257 2021-01-27 21:32:23,405 - mmaction - INFO - Epoch [208][2040/2147] lr: 1.754e-02, eta: 2 days, 0:15:26, time: 1.538, data_time: 0.015, memory: 16628, top1_acc: 0.5643, top5_acc: 0.7683, loss_cls: 1.8955, loss: 1.8955, grad_norm: 3.8086 2021-01-27 21:32:55,014 - mmaction - INFO - Epoch [208][2060/2147] lr: 1.754e-02, eta: 2 days, 0:14:51, time: 1.509, data_time: 0.005, memory: 16628, top1_acc: 0.5482, top5_acc: 0.7786, loss_cls: 1.8956, loss: 1.8956, grad_norm: 3.9325 2021-01-27 21:33:24,707 - mmaction - INFO - Epoch [208][2080/2147] lr: 1.754e-02, eta: 2 days, 0:14:17, time: 1.555, data_time: 0.079, memory: 16628, top1_acc: 0.5527, top5_acc: 0.7786, loss_cls: 1.9211, loss: 1.9211, grad_norm: 3.9396 2021-01-27 21:33:52,890 - mmaction - INFO - Epoch [208][2100/2147] lr: 1.754e-02, eta: 2 days, 0:13:42, time: 1.410, data_time: 0.002, memory: 16628, top1_acc: 0.5455, top5_acc: 0.7710, loss_cls: 1.9727, loss: 1.9727, grad_norm: 4.0226 2021-01-27 21:34:21,385 - mmaction - INFO - Epoch [208][2120/2147] lr: 1.754e-02, eta: 2 days, 0:13:07, time: 1.425, data_time: 0.002, memory: 16628, top1_acc: 0.5692, top5_acc: 0.7768, loss_cls: 1.8870, loss: 1.8870, grad_norm: 3.9150 2021-01-27 21:34:50,127 - mmaction - INFO - Epoch [208][2140/2147] lr: 1.754e-02, eta: 2 days, 0:12:32, time: 1.435, data_time: 0.005, memory: 16628, top1_acc: 0.5281, top5_acc: 0.7549, loss_cls: 2.0079, loss: 2.0079, grad_norm: 3.9577 2021-01-27 21:35:14,920 - mmaction - INFO - Saving checkpoint at 208 epochs 2021-01-27 21:40:15,966 - mmaction - INFO - Epoch [209][20/2147] lr: 1.685e-02, eta: 2 days, 0:12:45, time: 14.968, data_time: 13.453, memory: 16628, top1_acc: 0.5473, top5_acc: 0.7643, loss_cls: 1.9361, loss: 1.9361, grad_norm: 3.8236 2021-01-27 21:40:45,000 - mmaction - INFO - Epoch [209][40/2147] lr: 1.685e-02, eta: 2 days, 0:12:11, time: 1.454, data_time: 0.009, memory: 16628, top1_acc: 0.5638, top5_acc: 0.7804, loss_cls: 1.9120, loss: 1.9120, grad_norm: 3.8609 2021-01-27 21:41:13,421 - mmaction - INFO - Epoch [209][60/2147] lr: 1.685e-02, eta: 2 days, 0:11:36, time: 1.423, data_time: 0.012, memory: 16628, top1_acc: 0.5513, top5_acc: 0.7652, loss_cls: 1.9375, loss: 1.9375, grad_norm: 3.9229 2021-01-27 21:41:46,894 - mmaction - INFO - Epoch [209][80/2147] lr: 1.685e-02, eta: 2 days, 0:11:02, time: 1.665, data_time: 0.006, memory: 16628, top1_acc: 0.5687, top5_acc: 0.7701, loss_cls: 1.9107, loss: 1.9107, grad_norm: 3.9322 2021-01-27 21:42:16,302 - mmaction - INFO - Epoch [209][100/2147] lr: 1.685e-02, eta: 2 days, 0:10:27, time: 1.480, data_time: 0.025, memory: 16628, top1_acc: 0.5482, top5_acc: 0.7754, loss_cls: 1.9867, loss: 1.9867, grad_norm: 3.9178 2021-01-27 21:42:45,692 - mmaction - INFO - Epoch [209][120/2147] lr: 1.685e-02, eta: 2 days, 0:09:52, time: 1.456, data_time: 0.003, memory: 16628, top1_acc: 0.5388, top5_acc: 0.7634, loss_cls: 2.0018, loss: 2.0018, grad_norm: 3.9970 2021-01-27 21:43:16,175 - mmaction - INFO - Epoch [209][140/2147] lr: 1.685e-02, eta: 2 days, 0:09:18, time: 1.530, data_time: 0.017, memory: 16628, top1_acc: 0.5612, top5_acc: 0.7902, loss_cls: 1.8518, loss: 1.8518, grad_norm: 3.8575 2021-01-27 21:43:45,806 - mmaction - INFO - Epoch [209][160/2147] lr: 1.685e-02, eta: 2 days, 0:08:43, time: 1.487, data_time: 0.017, memory: 16628, top1_acc: 0.5509, top5_acc: 0.7763, loss_cls: 1.8988, loss: 1.8988, grad_norm: 3.9770 2021-01-27 21:44:14,609 - mmaction - INFO - Epoch [209][180/2147] lr: 1.685e-02, eta: 2 days, 0:08:09, time: 1.441, data_time: 0.004, memory: 16628, top1_acc: 0.5661, top5_acc: 0.7991, loss_cls: 1.8368, loss: 1.8368, grad_norm: 3.9709 2021-01-27 21:44:46,131 - mmaction - INFO - Epoch [209][200/2147] lr: 1.685e-02, eta: 2 days, 0:07:34, time: 1.576, data_time: 0.004, memory: 16628, top1_acc: 0.5545, top5_acc: 0.7759, loss_cls: 1.9169, loss: 1.9169, grad_norm: 3.9786 2021-01-27 21:45:15,321 - mmaction - INFO - Epoch [209][220/2147] lr: 1.685e-02, eta: 2 days, 0:07:00, time: 1.459, data_time: 0.004, memory: 16628, top1_acc: 0.5442, top5_acc: 0.7687, loss_cls: 1.9688, loss: 1.9688, grad_norm: 3.9281 2021-01-27 21:45:48,560 - mmaction - INFO - Epoch [209][240/2147] lr: 1.685e-02, eta: 2 days, 0:06:26, time: 1.662, data_time: 0.011, memory: 16628, top1_acc: 0.5665, top5_acc: 0.7763, loss_cls: 1.8825, loss: 1.8825, grad_norm: 3.8676 2021-01-27 21:46:18,766 - mmaction - INFO - Epoch [209][260/2147] lr: 1.685e-02, eta: 2 days, 0:05:51, time: 1.511, data_time: 0.008, memory: 16628, top1_acc: 0.5513, top5_acc: 0.7661, loss_cls: 1.9268, loss: 1.9268, grad_norm: 3.9942 2021-01-27 21:46:52,435 - mmaction - INFO - Epoch [209][280/2147] lr: 1.685e-02, eta: 2 days, 0:05:18, time: 1.683, data_time: 0.005, memory: 16628, top1_acc: 0.5603, top5_acc: 0.7705, loss_cls: 1.9051, loss: 1.9051, grad_norm: 4.0130 2021-01-27 21:47:20,826 - mmaction - INFO - Epoch [209][300/2147] lr: 1.685e-02, eta: 2 days, 0:04:43, time: 1.421, data_time: 0.002, memory: 16628, top1_acc: 0.5424, top5_acc: 0.7647, loss_cls: 1.9674, loss: 1.9674, grad_norm: 3.9468 2021-01-27 21:47:58,042 - mmaction - INFO - Epoch [209][320/2147] lr: 1.685e-02, eta: 2 days, 0:04:10, time: 1.858, data_time: 0.004, memory: 16628, top1_acc: 0.5424, top5_acc: 0.7554, loss_cls: 2.0073, loss: 2.0073, grad_norm: 3.9864 2021-01-27 21:48:27,430 - mmaction - INFO - Epoch [209][340/2147] lr: 1.685e-02, eta: 2 days, 0:03:35, time: 1.472, data_time: 0.008, memory: 16628, top1_acc: 0.5442, top5_acc: 0.7594, loss_cls: 1.9738, loss: 1.9738, grad_norm: 3.8436 2021-01-27 21:48:58,582 - mmaction - INFO - Epoch [209][360/2147] lr: 1.685e-02, eta: 2 days, 0:03:01, time: 1.554, data_time: 0.003, memory: 16628, top1_acc: 0.5522, top5_acc: 0.7656, loss_cls: 1.9557, loss: 1.9557, grad_norm: 3.9090 2021-01-27 21:49:31,003 - mmaction - INFO - Epoch [209][380/2147] lr: 1.685e-02, eta: 2 days, 0:02:27, time: 1.618, data_time: 0.008, memory: 16628, top1_acc: 0.5576, top5_acc: 0.7634, loss_cls: 1.9124, loss: 1.9124, grad_norm: 3.8550 2021-01-27 21:50:04,223 - mmaction - INFO - Epoch [209][400/2147] lr: 1.685e-02, eta: 2 days, 0:01:53, time: 1.665, data_time: 0.022, memory: 16628, top1_acc: 0.5487, top5_acc: 0.7634, loss_cls: 1.9658, loss: 1.9658, grad_norm: 3.9803 2021-01-27 21:50:34,098 - mmaction - INFO - Epoch [209][420/2147] lr: 1.685e-02, eta: 2 days, 0:01:19, time: 1.496, data_time: 0.008, memory: 16628, top1_acc: 0.5402, top5_acc: 0.7701, loss_cls: 1.9719, loss: 1.9719, grad_norm: 3.9347 2021-01-27 21:51:04,308 - mmaction - INFO - Epoch [209][440/2147] lr: 1.685e-02, eta: 2 days, 0:00:44, time: 1.508, data_time: 0.003, memory: 16628, top1_acc: 0.5527, top5_acc: 0.7661, loss_cls: 1.9649, loss: 1.9649, grad_norm: 3.8915 2021-01-27 21:51:34,210 - mmaction - INFO - Epoch [209][460/2147] lr: 1.685e-02, eta: 2 days, 0:00:09, time: 1.447, data_time: 0.008, memory: 16628, top1_acc: 0.5496, top5_acc: 0.7719, loss_cls: 1.9472, loss: 1.9472, grad_norm: 3.9359 2021-01-27 21:52:10,962 - mmaction - INFO - Epoch [209][480/2147] lr: 1.685e-02, eta: 1 day, 23:59:37, time: 1.885, data_time: 0.060, memory: 16628, top1_acc: 0.5522, top5_acc: 0.7844, loss_cls: 1.8859, loss: 1.8859, grad_norm: 3.9858 2021-01-27 21:52:42,174 - mmaction - INFO - Epoch [209][500/2147] lr: 1.685e-02, eta: 1 day, 23:59:02, time: 1.549, data_time: 0.010, memory: 16628, top1_acc: 0.5522, top5_acc: 0.7746, loss_cls: 1.9485, loss: 1.9485, grad_norm: 3.9279 2021-01-27 21:53:12,209 - mmaction - INFO - Epoch [209][520/2147] lr: 1.685e-02, eta: 1 day, 23:58:28, time: 1.518, data_time: 0.019, memory: 16628, top1_acc: 0.5491, top5_acc: 0.7830, loss_cls: 1.9096, loss: 1.9096, grad_norm: 3.9858 2021-01-27 21:53:42,575 - mmaction - INFO - Epoch [209][540/2147] lr: 1.685e-02, eta: 1 day, 23:57:53, time: 1.517, data_time: 0.005, memory: 16628, top1_acc: 0.5371, top5_acc: 0.7737, loss_cls: 1.9708, loss: 1.9708, grad_norm: 3.9526 2021-01-27 21:54:10,983 - mmaction - INFO - Epoch [209][560/2147] lr: 1.685e-02, eta: 1 day, 23:57:19, time: 1.420, data_time: 0.007, memory: 16628, top1_acc: 0.5536, top5_acc: 0.7768, loss_cls: 1.9157, loss: 1.9157, grad_norm: 3.8908 2021-01-27 21:54:41,153 - mmaction - INFO - Epoch [209][580/2147] lr: 1.685e-02, eta: 1 day, 23:56:44, time: 1.510, data_time: 0.013, memory: 16628, top1_acc: 0.5545, top5_acc: 0.7674, loss_cls: 1.9248, loss: 1.9248, grad_norm: 3.8911 2021-01-27 21:55:09,648 - mmaction - INFO - Epoch [209][600/2147] lr: 1.685e-02, eta: 1 day, 23:56:09, time: 1.424, data_time: 0.004, memory: 16628, top1_acc: 0.5603, top5_acc: 0.7906, loss_cls: 1.8691, loss: 1.8691, grad_norm: 3.8527 2021-01-27 21:55:38,231 - mmaction - INFO - Epoch [209][620/2147] lr: 1.685e-02, eta: 1 day, 23:55:34, time: 1.428, data_time: 0.005, memory: 16628, top1_acc: 0.5527, top5_acc: 0.7728, loss_cls: 1.9402, loss: 1.9402, grad_norm: 3.9062 2021-01-27 21:56:06,794 - mmaction - INFO - Epoch [209][640/2147] lr: 1.685e-02, eta: 1 day, 23:54:59, time: 1.427, data_time: 0.006, memory: 16628, top1_acc: 0.5571, top5_acc: 0.7808, loss_cls: 1.8784, loss: 1.8784, grad_norm: 3.8826 2021-01-27 21:56:39,305 - mmaction - INFO - Epoch [209][660/2147] lr: 1.685e-02, eta: 1 day, 23:54:26, time: 1.629, data_time: 0.009, memory: 16628, top1_acc: 0.5504, top5_acc: 0.7857, loss_cls: 1.9027, loss: 1.9027, grad_norm: 3.9453 2021-01-27 21:57:10,339 - mmaction - INFO - Epoch [209][680/2147] lr: 1.685e-02, eta: 1 day, 23:53:51, time: 1.551, data_time: 0.002, memory: 16628, top1_acc: 0.5580, top5_acc: 0.7781, loss_cls: 1.8832, loss: 1.8832, grad_norm: 3.9179 2021-01-27 21:57:39,791 - mmaction - INFO - Epoch [209][700/2147] lr: 1.685e-02, eta: 1 day, 23:53:17, time: 1.471, data_time: 0.006, memory: 16628, top1_acc: 0.5589, top5_acc: 0.7737, loss_cls: 1.9047, loss: 1.9047, grad_norm: 3.8830 2021-01-27 21:58:10,268 - mmaction - INFO - Epoch [209][720/2147] lr: 1.685e-02, eta: 1 day, 23:52:42, time: 1.526, data_time: 0.007, memory: 16628, top1_acc: 0.5603, top5_acc: 0.7629, loss_cls: 1.9071, loss: 1.9071, grad_norm: 3.9119 2021-01-27 21:58:39,406 - mmaction - INFO - Epoch [209][740/2147] lr: 1.685e-02, eta: 1 day, 23:52:07, time: 1.454, data_time: 0.004, memory: 16628, top1_acc: 0.5674, top5_acc: 0.7826, loss_cls: 1.9062, loss: 1.9062, grad_norm: 3.9135 2021-01-27 21:59:08,223 - mmaction - INFO - Epoch [209][760/2147] lr: 1.685e-02, eta: 1 day, 23:51:33, time: 1.444, data_time: 0.006, memory: 16628, top1_acc: 0.5455, top5_acc: 0.7853, loss_cls: 1.9188, loss: 1.9188, grad_norm: 3.9936 2021-01-27 21:59:37,356 - mmaction - INFO - Epoch [209][780/2147] lr: 1.685e-02, eta: 1 day, 23:50:58, time: 1.452, data_time: 0.003, memory: 16628, top1_acc: 0.5554, top5_acc: 0.7741, loss_cls: 1.9305, loss: 1.9305, grad_norm: 3.9870 2021-01-27 22:00:08,553 - mmaction - INFO - Epoch [209][800/2147] lr: 1.685e-02, eta: 1 day, 23:50:24, time: 1.560, data_time: 0.010, memory: 16628, top1_acc: 0.5478, top5_acc: 0.7701, loss_cls: 1.9360, loss: 1.9360, grad_norm: 3.9951 2021-01-27 22:00:39,248 - mmaction - INFO - Epoch [209][820/2147] lr: 1.685e-02, eta: 1 day, 23:49:49, time: 1.535, data_time: 0.009, memory: 16628, top1_acc: 0.5754, top5_acc: 0.7893, loss_cls: 1.8331, loss: 1.8331, grad_norm: 3.8892 2021-01-27 22:01:08,133 - mmaction - INFO - Epoch [209][840/2147] lr: 1.685e-02, eta: 1 day, 23:49:14, time: 1.447, data_time: 0.008, memory: 16628, top1_acc: 0.5518, top5_acc: 0.7897, loss_cls: 1.8867, loss: 1.8867, grad_norm: 3.9898 2021-01-27 22:01:43,474 - mmaction - INFO - Epoch [209][860/2147] lr: 1.685e-02, eta: 1 day, 23:48:41, time: 1.767, data_time: 0.097, memory: 16628, top1_acc: 0.5424, top5_acc: 0.7741, loss_cls: 1.9381, loss: 1.9381, grad_norm: 3.9743 2021-01-27 22:02:13,068 - mmaction - INFO - Epoch [209][880/2147] lr: 1.685e-02, eta: 1 day, 23:48:07, time: 1.481, data_time: 0.010, memory: 16628, top1_acc: 0.5473, top5_acc: 0.7759, loss_cls: 1.9441, loss: 1.9441, grad_norm: 3.9966 2021-01-27 22:02:48,119 - mmaction - INFO - Epoch [209][900/2147] lr: 1.685e-02, eta: 1 day, 23:47:33, time: 1.750, data_time: 0.006, memory: 16628, top1_acc: 0.5183, top5_acc: 0.7598, loss_cls: 2.0357, loss: 2.0357, grad_norm: 4.0506 2021-01-27 22:03:16,656 - mmaction - INFO - Epoch [209][920/2147] lr: 1.685e-02, eta: 1 day, 23:46:58, time: 1.430, data_time: 0.009, memory: 16628, top1_acc: 0.5223, top5_acc: 0.7531, loss_cls: 2.0349, loss: 2.0349, grad_norm: 3.9649 2021-01-27 22:03:48,691 - mmaction - INFO - Epoch [209][940/2147] lr: 1.685e-02, eta: 1 day, 23:46:24, time: 1.599, data_time: 0.004, memory: 16628, top1_acc: 0.5438, top5_acc: 0.7647, loss_cls: 1.9686, loss: 1.9686, grad_norm: 3.9776 2021-01-27 22:04:21,017 - mmaction - INFO - Epoch [209][960/2147] lr: 1.685e-02, eta: 1 day, 23:45:50, time: 1.619, data_time: 0.009, memory: 16628, top1_acc: 0.5406, top5_acc: 0.7750, loss_cls: 1.9566, loss: 1.9566, grad_norm: 4.0404 2021-01-27 22:04:50,534 - mmaction - INFO - Epoch [209][980/2147] lr: 1.685e-02, eta: 1 day, 23:45:16, time: 1.475, data_time: 0.003, memory: 16628, top1_acc: 0.5607, top5_acc: 0.7978, loss_cls: 1.8266, loss: 1.8266, grad_norm: 3.9156 2021-01-27 22:05:23,037 - mmaction - INFO - Epoch [209][1000/2147] lr: 1.685e-02, eta: 1 day, 23:44:42, time: 1.622, data_time: 0.007, memory: 16628, top1_acc: 0.5411, top5_acc: 0.7799, loss_cls: 1.9551, loss: 1.9551, grad_norm: 3.9976 2021-01-27 22:05:57,973 - mmaction - INFO - Epoch [209][1020/2147] lr: 1.685e-02, eta: 1 day, 23:44:08, time: 1.750, data_time: 0.005, memory: 16628, top1_acc: 0.5634, top5_acc: 0.7897, loss_cls: 1.8768, loss: 1.8768, grad_norm: 3.8678 2021-01-27 22:06:28,828 - mmaction - INFO - Epoch [209][1040/2147] lr: 1.685e-02, eta: 1 day, 23:43:34, time: 1.538, data_time: 0.004, memory: 16628, top1_acc: 0.5281, top5_acc: 0.7589, loss_cls: 1.9985, loss: 1.9985, grad_norm: 3.9630 2021-01-27 22:07:04,619 - mmaction - INFO - Epoch [209][1060/2147] lr: 1.685e-02, eta: 1 day, 23:43:01, time: 1.784, data_time: 0.010, memory: 16628, top1_acc: 0.5491, top5_acc: 0.7875, loss_cls: 1.8883, loss: 1.8883, grad_norm: 3.9054 2021-01-27 22:07:34,511 - mmaction - INFO - Epoch [209][1080/2147] lr: 1.685e-02, eta: 1 day, 23:42:26, time: 1.505, data_time: 0.015, memory: 16628, top1_acc: 0.5549, top5_acc: 0.7781, loss_cls: 1.8585, loss: 1.8585, grad_norm: 3.9872 2021-01-27 22:08:04,443 - mmaction - INFO - Epoch [209][1100/2147] lr: 1.685e-02, eta: 1 day, 23:41:52, time: 1.496, data_time: 0.003, memory: 16628, top1_acc: 0.5433, top5_acc: 0.7598, loss_cls: 1.9803, loss: 1.9803, grad_norm: 4.0073 2021-01-27 22:08:32,931 - mmaction - INFO - Epoch [209][1120/2147] lr: 1.685e-02, eta: 1 day, 23:41:17, time: 1.425, data_time: 0.004, memory: 16628, top1_acc: 0.5201, top5_acc: 0.7554, loss_cls: 2.0448, loss: 2.0448, grad_norm: 4.0274 2021-01-27 22:09:05,119 - mmaction - INFO - Epoch [209][1140/2147] lr: 1.685e-02, eta: 1 day, 23:40:43, time: 1.609, data_time: 0.002, memory: 16628, top1_acc: 0.5478, top5_acc: 0.7795, loss_cls: 1.9203, loss: 1.9203, grad_norm: 3.9651 2021-01-27 22:09:33,832 - mmaction - INFO - Epoch [209][1160/2147] lr: 1.685e-02, eta: 1 day, 23:40:08, time: 1.435, data_time: 0.008, memory: 16628, top1_acc: 0.5487, top5_acc: 0.7741, loss_cls: 1.8621, loss: 1.8621, grad_norm: 3.7853 2021-01-27 22:10:08,187 - mmaction - INFO - Epoch [209][1180/2147] lr: 1.685e-02, eta: 1 day, 23:39:34, time: 1.713, data_time: 0.003, memory: 16628, top1_acc: 0.5330, top5_acc: 0.7616, loss_cls: 2.0195, loss: 2.0195, grad_norm: 4.0358 2021-01-27 22:10:38,085 - mmaction - INFO - Epoch [209][1200/2147] lr: 1.685e-02, eta: 1 day, 23:39:00, time: 1.500, data_time: 0.011, memory: 16628, top1_acc: 0.5496, top5_acc: 0.7839, loss_cls: 1.8846, loss: 1.8846, grad_norm: 4.0101 2021-01-27 22:11:06,676 - mmaction - INFO - Epoch [209][1220/2147] lr: 1.685e-02, eta: 1 day, 23:38:25, time: 1.430, data_time: 0.003, memory: 16628, top1_acc: 0.5424, top5_acc: 0.7723, loss_cls: 1.9320, loss: 1.9320, grad_norm: 3.9454 2021-01-27 22:11:43,399 - mmaction - INFO - Epoch [209][1240/2147] lr: 1.685e-02, eta: 1 day, 23:37:51, time: 1.674, data_time: 0.144, memory: 16628, top1_acc: 0.5612, top5_acc: 0.7786, loss_cls: 1.9002, loss: 1.9002, grad_norm: 3.8755 2021-01-27 22:12:19,908 - mmaction - INFO - Epoch [209][1260/2147] lr: 1.685e-02, eta: 1 day, 23:37:19, time: 1.986, data_time: 0.176, memory: 16628, top1_acc: 0.5437, top5_acc: 0.7696, loss_cls: 1.9310, loss: 1.9310, grad_norm: 3.9617 2021-01-27 22:12:49,837 - mmaction - INFO - Epoch [209][1280/2147] lr: 1.685e-02, eta: 1 day, 23:36:44, time: 1.497, data_time: 0.011, memory: 16628, top1_acc: 0.5496, top5_acc: 0.7687, loss_cls: 1.9466, loss: 1.9466, grad_norm: 4.0155 2021-01-27 22:13:21,342 - mmaction - INFO - Epoch [209][1300/2147] lr: 1.685e-02, eta: 1 day, 23:36:10, time: 1.574, data_time: 0.006, memory: 16628, top1_acc: 0.5496, top5_acc: 0.7585, loss_cls: 1.9911, loss: 1.9911, grad_norm: 4.0735 2021-01-27 22:13:52,725 - mmaction - INFO - Epoch [209][1320/2147] lr: 1.685e-02, eta: 1 day, 23:35:36, time: 1.572, data_time: 0.012, memory: 16628, top1_acc: 0.5455, top5_acc: 0.7799, loss_cls: 1.9471, loss: 1.9471, grad_norm: 4.0435 2021-01-27 22:14:24,177 - mmaction - INFO - Epoch [209][1340/2147] lr: 1.685e-02, eta: 1 day, 23:35:02, time: 1.571, data_time: 0.005, memory: 16628, top1_acc: 0.5446, top5_acc: 0.7871, loss_cls: 1.9429, loss: 1.9429, grad_norm: 3.9799 2021-01-27 22:14:54,910 - mmaction - INFO - Epoch [209][1360/2147] lr: 1.685e-02, eta: 1 day, 23:34:28, time: 1.538, data_time: 0.007, memory: 16628, top1_acc: 0.5464, top5_acc: 0.7696, loss_cls: 1.9892, loss: 1.9892, grad_norm: 3.9549 2021-01-27 22:15:25,874 - mmaction - INFO - Epoch [209][1380/2147] lr: 1.685e-02, eta: 1 day, 23:33:53, time: 1.544, data_time: 0.002, memory: 16628, top1_acc: 0.5464, top5_acc: 0.7812, loss_cls: 1.8767, loss: 1.8767, grad_norm: 3.9428 2021-01-27 22:15:56,596 - mmaction - INFO - Epoch [209][1400/2147] lr: 1.685e-02, eta: 1 day, 23:33:19, time: 1.533, data_time: 0.007, memory: 16628, top1_acc: 0.5563, top5_acc: 0.7732, loss_cls: 1.9488, loss: 1.9488, grad_norm: 3.9099 2021-01-27 22:16:25,480 - mmaction - INFO - Epoch [209][1420/2147] lr: 1.685e-02, eta: 1 day, 23:32:44, time: 1.446, data_time: 0.010, memory: 16628, top1_acc: 0.5554, top5_acc: 0.7830, loss_cls: 1.9003, loss: 1.9003, grad_norm: 3.9210 2021-01-27 22:16:57,923 - mmaction - INFO - Epoch [209][1440/2147] lr: 1.685e-02, eta: 1 day, 23:32:10, time: 1.622, data_time: 0.008, memory: 16628, top1_acc: 0.5469, top5_acc: 0.7857, loss_cls: 1.8842, loss: 1.8842, grad_norm: 3.8883 2021-01-27 22:17:26,153 - mmaction - INFO - Epoch [209][1460/2147] lr: 1.685e-02, eta: 1 day, 23:31:35, time: 1.416, data_time: 0.008, memory: 16628, top1_acc: 0.5589, top5_acc: 0.7687, loss_cls: 1.9138, loss: 1.9138, grad_norm: 3.9392 2021-01-27 22:17:57,543 - mmaction - INFO - Epoch [209][1480/2147] lr: 1.685e-02, eta: 1 day, 23:31:01, time: 1.566, data_time: 0.004, memory: 16628, top1_acc: 0.5513, top5_acc: 0.7670, loss_cls: 1.9295, loss: 1.9295, grad_norm: 3.9631 2021-01-27 22:18:27,486 - mmaction - INFO - Epoch [209][1500/2147] lr: 1.685e-02, eta: 1 day, 23:30:27, time: 1.498, data_time: 0.012, memory: 16628, top1_acc: 0.5647, top5_acc: 0.7781, loss_cls: 1.9019, loss: 1.9019, grad_norm: 3.8580 2021-01-27 22:18:58,431 - mmaction - INFO - Epoch [209][1520/2147] lr: 1.685e-02, eta: 1 day, 23:29:52, time: 1.548, data_time: 0.008, memory: 16628, top1_acc: 0.5478, top5_acc: 0.7679, loss_cls: 1.9577, loss: 1.9577, grad_norm: 3.9036 2021-01-27 22:19:26,999 - mmaction - INFO - Epoch [209][1540/2147] lr: 1.685e-02, eta: 1 day, 23:29:17, time: 1.431, data_time: 0.010, memory: 16628, top1_acc: 0.5589, top5_acc: 0.7737, loss_cls: 1.9028, loss: 1.9028, grad_norm: 3.8507 2021-01-27 22:19:56,365 - mmaction - INFO - Epoch [209][1560/2147] lr: 1.685e-02, eta: 1 day, 23:28:43, time: 1.468, data_time: 0.005, memory: 16628, top1_acc: 0.5464, top5_acc: 0.7723, loss_cls: 1.9550, loss: 1.9550, grad_norm: 4.0275 2021-01-27 22:20:25,877 - mmaction - INFO - Epoch [209][1580/2147] lr: 1.685e-02, eta: 1 day, 23:28:08, time: 1.475, data_time: 0.006, memory: 16628, top1_acc: 0.5687, top5_acc: 0.7853, loss_cls: 1.8616, loss: 1.8616, grad_norm: 3.8904 2021-01-27 22:21:01,226 - mmaction - INFO - Epoch [209][1600/2147] lr: 1.685e-02, eta: 1 day, 23:27:35, time: 1.768, data_time: 0.018, memory: 16628, top1_acc: 0.5362, top5_acc: 0.7563, loss_cls: 2.0394, loss: 2.0394, grad_norm: 4.0914 2021-01-27 22:21:31,264 - mmaction - INFO - Epoch [209][1620/2147] lr: 1.685e-02, eta: 1 day, 23:27:00, time: 1.499, data_time: 0.007, memory: 16628, top1_acc: 0.5558, top5_acc: 0.7857, loss_cls: 1.8844, loss: 1.8844, grad_norm: 4.0395 2021-01-27 22:21:59,671 - mmaction - INFO - Epoch [209][1640/2147] lr: 1.685e-02, eta: 1 day, 23:26:25, time: 1.424, data_time: 0.007, memory: 16628, top1_acc: 0.5513, top5_acc: 0.7661, loss_cls: 1.9495, loss: 1.9495, grad_norm: 4.0298 2021-01-27 22:22:30,175 - mmaction - INFO - Epoch [209][1660/2147] lr: 1.685e-02, eta: 1 day, 23:25:51, time: 1.526, data_time: 0.005, memory: 16628, top1_acc: 0.5371, top5_acc: 0.7652, loss_cls: 1.9872, loss: 1.9872, grad_norm: 3.9986 2021-01-27 22:23:02,385 - mmaction - INFO - Epoch [209][1680/2147] lr: 1.685e-02, eta: 1 day, 23:25:17, time: 1.610, data_time: 0.004, memory: 16628, top1_acc: 0.5638, top5_acc: 0.7768, loss_cls: 1.9064, loss: 1.9064, grad_norm: 3.9321 2021-01-27 22:23:31,158 - mmaction - INFO - Epoch [209][1700/2147] lr: 1.685e-02, eta: 1 day, 23:24:42, time: 1.437, data_time: 0.005, memory: 16628, top1_acc: 0.5442, top5_acc: 0.7723, loss_cls: 1.9660, loss: 1.9660, grad_norm: 3.9286 2021-01-27 22:24:01,469 - mmaction - INFO - Epoch [209][1720/2147] lr: 1.685e-02, eta: 1 day, 23:24:08, time: 1.517, data_time: 0.004, memory: 16628, top1_acc: 0.5246, top5_acc: 0.7656, loss_cls: 2.0205, loss: 2.0205, grad_norm: 3.9156 2021-01-27 22:24:31,489 - mmaction - INFO - Epoch [209][1740/2147] lr: 1.685e-02, eta: 1 day, 23:23:33, time: 1.502, data_time: 0.004, memory: 16628, top1_acc: 0.5478, top5_acc: 0.7759, loss_cls: 1.9327, loss: 1.9327, grad_norm: 3.8936 2021-01-27 22:25:03,945 - mmaction - INFO - Epoch [209][1760/2147] lr: 1.685e-02, eta: 1 day, 23:22:59, time: 1.622, data_time: 0.004, memory: 16628, top1_acc: 0.5536, top5_acc: 0.7696, loss_cls: 1.9509, loss: 1.9509, grad_norm: 4.0641 2021-01-27 22:25:32,680 - mmaction - INFO - Epoch [209][1780/2147] lr: 1.685e-02, eta: 1 day, 23:22:25, time: 1.435, data_time: 0.003, memory: 16628, top1_acc: 0.5607, top5_acc: 0.7772, loss_cls: 1.9113, loss: 1.9113, grad_norm: 3.8780 2021-01-27 22:26:08,318 - mmaction - INFO - Epoch [209][1800/2147] lr: 1.685e-02, eta: 1 day, 23:21:51, time: 1.783, data_time: 0.009, memory: 16628, top1_acc: 0.5424, top5_acc: 0.7621, loss_cls: 1.9626, loss: 1.9626, grad_norm: 3.9486 2021-01-27 22:26:36,984 - mmaction - INFO - Epoch [209][1820/2147] lr: 1.685e-02, eta: 1 day, 23:21:16, time: 1.433, data_time: 0.011, memory: 16628, top1_acc: 0.5429, top5_acc: 0.7737, loss_cls: 1.9765, loss: 1.9765, grad_norm: 3.9815 2021-01-27 22:27:19,248 - mmaction - INFO - Epoch [209][1840/2147] lr: 1.685e-02, eta: 1 day, 23:20:45, time: 2.101, data_time: 0.094, memory: 16628, top1_acc: 0.5335, top5_acc: 0.7629, loss_cls: 1.9893, loss: 1.9893, grad_norm: 3.9175 2021-01-27 22:27:51,154 - mmaction - INFO - Epoch [209][1860/2147] lr: 1.685e-02, eta: 1 day, 23:20:11, time: 1.602, data_time: 0.023, memory: 16628, top1_acc: 0.5522, top5_acc: 0.7763, loss_cls: 1.9188, loss: 1.9188, grad_norm: 3.8650 2021-01-27 22:28:24,733 - mmaction - INFO - Epoch [209][1880/2147] lr: 1.685e-02, eta: 1 day, 23:19:37, time: 1.684, data_time: 0.013, memory: 16628, top1_acc: 0.5344, top5_acc: 0.7638, loss_cls: 2.0207, loss: 2.0207, grad_norm: 3.9804 2021-01-27 22:28:54,501 - mmaction - INFO - Epoch [209][1900/2147] lr: 1.685e-02, eta: 1 day, 23:19:02, time: 1.491, data_time: 0.007, memory: 16628, top1_acc: 0.5437, top5_acc: 0.7643, loss_cls: 1.9423, loss: 1.9423, grad_norm: 3.9684 2021-01-27 22:29:25,485 - mmaction - INFO - Epoch [209][1920/2147] lr: 1.685e-02, eta: 1 day, 23:18:28, time: 1.544, data_time: 0.006, memory: 16628, top1_acc: 0.5384, top5_acc: 0.7687, loss_cls: 1.9625, loss: 1.9625, grad_norm: 4.0359 2021-01-27 22:29:57,666 - mmaction - INFO - Epoch [209][1940/2147] lr: 1.685e-02, eta: 1 day, 23:17:54, time: 1.611, data_time: 0.011, memory: 16628, top1_acc: 0.5518, top5_acc: 0.7844, loss_cls: 1.9193, loss: 1.9193, grad_norm: 4.0313 2021-01-27 22:30:26,621 - mmaction - INFO - Epoch [209][1960/2147] lr: 1.685e-02, eta: 1 day, 23:17:19, time: 1.450, data_time: 0.006, memory: 16628, top1_acc: 0.5473, top5_acc: 0.7763, loss_cls: 1.9235, loss: 1.9235, grad_norm: 3.9583 2021-01-27 22:30:55,389 - mmaction - INFO - Epoch [209][1980/2147] lr: 1.685e-02, eta: 1 day, 23:16:45, time: 1.438, data_time: 0.009, memory: 16628, top1_acc: 0.5420, top5_acc: 0.7741, loss_cls: 1.9276, loss: 1.9276, grad_norm: 4.0036 2021-01-27 22:31:26,910 - mmaction - INFO - Epoch [209][2000/2147] lr: 1.685e-02, eta: 1 day, 23:16:10, time: 1.572, data_time: 0.007, memory: 16628, top1_acc: 0.5429, top5_acc: 0.7634, loss_cls: 1.9991, loss: 1.9991, grad_norm: 4.1035 2021-01-27 22:32:00,283 - mmaction - INFO - Epoch [209][2020/2147] lr: 1.685e-02, eta: 1 day, 23:15:37, time: 1.668, data_time: 0.013, memory: 16628, top1_acc: 0.5281, top5_acc: 0.7571, loss_cls: 2.0488, loss: 2.0488, grad_norm: 4.0068 2021-01-27 22:32:32,001 - mmaction - INFO - Epoch [209][2040/2147] lr: 1.685e-02, eta: 1 day, 23:15:03, time: 1.591, data_time: 0.013, memory: 16628, top1_acc: 0.5491, top5_acc: 0.7687, loss_cls: 1.9464, loss: 1.9464, grad_norm: 4.0119 2021-01-27 22:33:02,613 - mmaction - INFO - Epoch [209][2060/2147] lr: 1.685e-02, eta: 1 day, 23:14:28, time: 1.523, data_time: 0.015, memory: 16628, top1_acc: 0.5415, top5_acc: 0.7790, loss_cls: 1.9536, loss: 1.9536, grad_norm: 4.0379 2021-01-27 22:33:31,158 - mmaction - INFO - Epoch [209][2080/2147] lr: 1.685e-02, eta: 1 day, 23:13:53, time: 1.432, data_time: 0.015, memory: 16628, top1_acc: 0.5469, top5_acc: 0.7665, loss_cls: 1.9876, loss: 1.9876, grad_norm: 4.0257 2021-01-27 22:34:01,906 - mmaction - INFO - Epoch [209][2100/2147] lr: 1.685e-02, eta: 1 day, 23:13:19, time: 1.539, data_time: 0.008, memory: 16628, top1_acc: 0.5308, top5_acc: 0.7598, loss_cls: 2.0352, loss: 2.0352, grad_norm: 4.0171 2021-01-27 22:34:31,022 - mmaction - INFO - Epoch [209][2120/2147] lr: 1.685e-02, eta: 1 day, 23:12:44, time: 1.455, data_time: 0.005, memory: 16628, top1_acc: 0.5339, top5_acc: 0.7643, loss_cls: 2.0028, loss: 2.0028, grad_norm: 4.0197 2021-01-27 22:35:03,544 - mmaction - INFO - Epoch [209][2140/2147] lr: 1.685e-02, eta: 1 day, 23:12:10, time: 1.618, data_time: 0.007, memory: 16628, top1_acc: 0.5317, top5_acc: 0.7536, loss_cls: 2.0153, loss: 2.0153, grad_norm: 3.9213 2021-01-27 22:41:17,496 - mmaction - INFO - Epoch [210][20/2147] lr: 1.618e-02, eta: 1 day, 23:12:32, time: 17.181, data_time: 15.465, memory: 16628, top1_acc: 0.5549, top5_acc: 0.7808, loss_cls: 1.8961, loss: 1.8961, grad_norm: 3.8799 2021-01-27 22:41:48,195 - mmaction - INFO - Epoch [210][40/2147] lr: 1.618e-02, eta: 1 day, 23:11:58, time: 1.537, data_time: 0.039, memory: 16628, top1_acc: 0.5478, top5_acc: 0.7670, loss_cls: 1.9391, loss: 1.9391, grad_norm: 4.0696 2021-01-27 22:42:17,296 - mmaction - INFO - Epoch [210][60/2147] lr: 1.618e-02, eta: 1 day, 23:11:23, time: 1.453, data_time: 0.003, memory: 16628, top1_acc: 0.5469, top5_acc: 0.7679, loss_cls: 1.9367, loss: 1.9367, grad_norm: 4.0591 2021-01-27 22:42:47,633 - mmaction - INFO - Epoch [210][80/2147] lr: 1.618e-02, eta: 1 day, 23:10:48, time: 1.518, data_time: 0.007, memory: 16628, top1_acc: 0.5563, top5_acc: 0.7746, loss_cls: 1.9201, loss: 1.9201, grad_norm: 3.8266 2021-01-27 22:43:18,053 - mmaction - INFO - Epoch [210][100/2147] lr: 1.618e-02, eta: 1 day, 23:10:14, time: 1.522, data_time: 0.005, memory: 16628, top1_acc: 0.5607, top5_acc: 0.7862, loss_cls: 1.8560, loss: 1.8560, grad_norm: 3.9538 2021-01-27 22:43:48,687 - mmaction - INFO - Epoch [210][120/2147] lr: 1.618e-02, eta: 1 day, 23:09:40, time: 1.531, data_time: 0.004, memory: 16628, top1_acc: 0.5504, top5_acc: 0.7897, loss_cls: 1.8696, loss: 1.8696, grad_norm: 3.9920 2021-01-27 22:44:19,211 - mmaction - INFO - Epoch [210][140/2147] lr: 1.618e-02, eta: 1 day, 23:09:05, time: 1.527, data_time: 0.002, memory: 16628, top1_acc: 0.5616, top5_acc: 0.7866, loss_cls: 1.8734, loss: 1.8734, grad_norm: 3.9716 2021-01-27 22:44:49,322 - mmaction - INFO - Epoch [210][160/2147] lr: 1.618e-02, eta: 1 day, 23:08:31, time: 1.505, data_time: 0.002, memory: 16628, top1_acc: 0.5540, top5_acc: 0.7687, loss_cls: 1.9648, loss: 1.9648, grad_norm: 3.9844 2021-01-27 22:45:23,362 - mmaction - INFO - Epoch [210][180/2147] lr: 1.618e-02, eta: 1 day, 23:07:57, time: 1.696, data_time: 0.010, memory: 16628, top1_acc: 0.5710, top5_acc: 0.7915, loss_cls: 1.8512, loss: 1.8512, grad_norm: 4.0397 2021-01-27 22:45:53,351 - mmaction - INFO - Epoch [210][200/2147] lr: 1.618e-02, eta: 1 day, 23:07:23, time: 1.505, data_time: 0.011, memory: 16628, top1_acc: 0.5723, top5_acc: 0.7848, loss_cls: 1.8462, loss: 1.8462, grad_norm: 3.9457 2021-01-27 22:46:23,215 - mmaction - INFO - Epoch [210][220/2147] lr: 1.618e-02, eta: 1 day, 23:06:48, time: 1.492, data_time: 0.004, memory: 16628, top1_acc: 0.5616, top5_acc: 0.7786, loss_cls: 1.8781, loss: 1.8781, grad_norm: 4.0256 2021-01-27 22:47:00,732 - mmaction - INFO - Epoch [210][240/2147] lr: 1.618e-02, eta: 1 day, 23:06:15, time: 1.876, data_time: 0.009, memory: 16628, top1_acc: 0.5558, top5_acc: 0.7768, loss_cls: 1.8992, loss: 1.8992, grad_norm: 3.9985 2021-01-27 22:47:29,823 - mmaction - INFO - Epoch [210][260/2147] lr: 1.618e-02, eta: 1 day, 23:05:40, time: 1.455, data_time: 0.007, memory: 16628, top1_acc: 0.5540, top5_acc: 0.7844, loss_cls: 1.9025, loss: 1.9025, grad_norm: 3.9462 2021-01-27 22:48:02,433 - mmaction - INFO - Epoch [210][280/2147] lr: 1.618e-02, eta: 1 day, 23:05:06, time: 1.631, data_time: 0.012, memory: 16628, top1_acc: 0.5567, top5_acc: 0.7826, loss_cls: 1.8993, loss: 1.8993, grad_norm: 4.0338 2021-01-27 22:48:31,250 - mmaction - INFO - Epoch [210][300/2147] lr: 1.618e-02, eta: 1 day, 23:04:32, time: 1.438, data_time: 0.004, memory: 16628, top1_acc: 0.5513, top5_acc: 0.7750, loss_cls: 1.9228, loss: 1.9228, grad_norm: 3.9552 2021-01-27 22:49:00,886 - mmaction - INFO - Epoch [210][320/2147] lr: 1.618e-02, eta: 1 day, 23:03:57, time: 1.481, data_time: 0.006, memory: 16628, top1_acc: 0.5362, top5_acc: 0.7656, loss_cls: 1.9689, loss: 1.9689, grad_norm: 4.0561 2021-01-27 22:49:31,551 - mmaction - INFO - Epoch [210][340/2147] lr: 1.618e-02, eta: 1 day, 23:03:23, time: 1.537, data_time: 0.013, memory: 16628, top1_acc: 0.5335, top5_acc: 0.7670, loss_cls: 1.9948, loss: 1.9948, grad_norm: 4.0379 2021-01-27 22:50:00,063 - mmaction - INFO - Epoch [210][360/2147] lr: 1.618e-02, eta: 1 day, 23:02:48, time: 1.426, data_time: 0.005, memory: 16628, top1_acc: 0.5531, top5_acc: 0.7835, loss_cls: 1.9041, loss: 1.9041, grad_norm: 3.9669 2021-01-27 22:50:31,261 - mmaction - INFO - Epoch [210][380/2147] lr: 1.618e-02, eta: 1 day, 23:02:14, time: 1.557, data_time: 0.003, memory: 16628, top1_acc: 0.5482, top5_acc: 0.7826, loss_cls: 1.9417, loss: 1.9417, grad_norm: 3.9474 2021-01-27 22:50:59,774 - mmaction - INFO - Epoch [210][400/2147] lr: 1.618e-02, eta: 1 day, 23:01:39, time: 1.427, data_time: 0.006, memory: 16628, top1_acc: 0.5576, top5_acc: 0.7848, loss_cls: 1.9229, loss: 1.9229, grad_norm: 3.9239 2021-01-27 22:51:28,812 - mmaction - INFO - Epoch [210][420/2147] lr: 1.618e-02, eta: 1 day, 23:01:04, time: 1.451, data_time: 0.013, memory: 16628, top1_acc: 0.5679, top5_acc: 0.7879, loss_cls: 1.8694, loss: 1.8694, grad_norm: 3.9209 2021-01-27 22:51:57,386 - mmaction - INFO - Epoch [210][440/2147] lr: 1.618e-02, eta: 1 day, 23:00:29, time: 1.429, data_time: 0.009, memory: 16628, top1_acc: 0.5616, top5_acc: 0.7674, loss_cls: 1.9054, loss: 1.9054, grad_norm: 3.8765 2021-01-27 22:52:27,602 - mmaction - INFO - Epoch [210][460/2147] lr: 1.618e-02, eta: 1 day, 22:59:55, time: 1.513, data_time: 0.009, memory: 16628, top1_acc: 0.5598, top5_acc: 0.7768, loss_cls: 1.8877, loss: 1.8877, grad_norm: 3.9717 2021-01-27 22:52:56,056 - mmaction - INFO - Epoch [210][480/2147] lr: 1.618e-02, eta: 1 day, 22:59:20, time: 1.422, data_time: 0.001, memory: 16628, top1_acc: 0.5509, top5_acc: 0.7670, loss_cls: 1.9230, loss: 1.9230, grad_norm: 3.9701 2021-01-27 22:53:26,708 - mmaction - INFO - Epoch [210][500/2147] lr: 1.618e-02, eta: 1 day, 22:58:46, time: 1.532, data_time: 0.006, memory: 16628, top1_acc: 0.5817, top5_acc: 0.7911, loss_cls: 1.8411, loss: 1.8411, grad_norm: 3.9572 2021-01-27 22:53:58,795 - mmaction - INFO - Epoch [210][520/2147] lr: 1.618e-02, eta: 1 day, 22:58:11, time: 1.603, data_time: 0.004, memory: 16628, top1_acc: 0.5804, top5_acc: 0.8009, loss_cls: 1.7825, loss: 1.7825, grad_norm: 3.8909 2021-01-27 22:54:30,321 - mmaction - INFO - Epoch [210][540/2147] lr: 1.618e-02, eta: 1 day, 22:57:37, time: 1.573, data_time: 0.005, memory: 16628, top1_acc: 0.5527, top5_acc: 0.7884, loss_cls: 1.8709, loss: 1.8709, grad_norm: 3.9294 2021-01-27 22:55:01,686 - mmaction - INFO - Epoch [210][560/2147] lr: 1.618e-02, eta: 1 day, 22:57:03, time: 1.573, data_time: 0.007, memory: 16628, top1_acc: 0.5687, top5_acc: 0.7804, loss_cls: 1.8587, loss: 1.8587, grad_norm: 3.9078 2021-01-27 22:55:30,840 - mmaction - INFO - Epoch [210][580/2147] lr: 1.618e-02, eta: 1 day, 22:56:28, time: 1.457, data_time: 0.003, memory: 16628, top1_acc: 0.5531, top5_acc: 0.7821, loss_cls: 1.8922, loss: 1.8922, grad_norm: 4.0379 2021-01-27 22:56:04,212 - mmaction - INFO - Epoch [210][600/2147] lr: 1.618e-02, eta: 1 day, 22:55:55, time: 1.664, data_time: 0.003, memory: 16628, top1_acc: 0.5554, top5_acc: 0.7629, loss_cls: 1.9677, loss: 1.9677, grad_norm: 4.1715 2021-01-27 22:56:32,884 - mmaction - INFO - Epoch [210][620/2147] lr: 1.618e-02, eta: 1 day, 22:55:20, time: 1.438, data_time: 0.011, memory: 16628, top1_acc: 0.5652, top5_acc: 0.7732, loss_cls: 1.9066, loss: 1.9066, grad_norm: 3.9179 2021-01-27 22:57:07,563 - mmaction - INFO - Epoch [210][640/2147] lr: 1.618e-02, eta: 1 day, 22:54:46, time: 1.728, data_time: 0.088, memory: 16628, top1_acc: 0.5451, top5_acc: 0.7692, loss_cls: 1.9383, loss: 1.9383, grad_norm: 3.9711 2021-01-27 22:57:39,177 - mmaction - INFO - Epoch [210][660/2147] lr: 1.618e-02, eta: 1 day, 22:54:12, time: 1.587, data_time: 0.017, memory: 16628, top1_acc: 0.5442, top5_acc: 0.7656, loss_cls: 1.9623, loss: 1.9623, grad_norm: 3.9789 2021-01-27 22:58:15,908 - mmaction - INFO - Epoch [210][680/2147] lr: 1.618e-02, eta: 1 day, 22:53:39, time: 1.837, data_time: 0.005, memory: 16628, top1_acc: 0.5540, top5_acc: 0.7821, loss_cls: 1.8746, loss: 1.8746, grad_norm: 3.9802 2021-01-27 22:58:47,197 - mmaction - INFO - Epoch [210][700/2147] lr: 1.618e-02, eta: 1 day, 22:53:05, time: 1.559, data_time: 0.003, memory: 16628, top1_acc: 0.5616, top5_acc: 0.7808, loss_cls: 1.8816, loss: 1.8816, grad_norm: 4.0501 2021-01-27 22:59:18,561 - mmaction - INFO - Epoch [210][720/2147] lr: 1.618e-02, eta: 1 day, 22:52:31, time: 1.573, data_time: 0.012, memory: 16628, top1_acc: 0.5259, top5_acc: 0.7598, loss_cls: 2.0147, loss: 2.0147, grad_norm: 4.0298 2021-01-27 22:59:47,786 - mmaction - INFO - Epoch [210][740/2147] lr: 1.618e-02, eta: 1 day, 22:51:56, time: 1.462, data_time: 0.006, memory: 16628, top1_acc: 0.5536, top5_acc: 0.7844, loss_cls: 1.8542, loss: 1.8542, grad_norm: 3.9579 2021-01-27 23:00:16,841 - mmaction - INFO - Epoch [210][760/2147] lr: 1.618e-02, eta: 1 day, 22:51:21, time: 1.453, data_time: 0.003, memory: 16628, top1_acc: 0.5603, top5_acc: 0.7871, loss_cls: 1.8427, loss: 1.8427, grad_norm: 4.0029 2021-01-27 23:00:46,839 - mmaction - INFO - Epoch [210][780/2147] lr: 1.618e-02, eta: 1 day, 22:50:47, time: 1.499, data_time: 0.006, memory: 16628, top1_acc: 0.5509, top5_acc: 0.7804, loss_cls: 1.9130, loss: 1.9130, grad_norm: 4.0584 2021-01-27 23:01:16,485 - mmaction - INFO - Epoch [210][800/2147] lr: 1.618e-02, eta: 1 day, 22:50:12, time: 1.479, data_time: 0.003, memory: 16628, top1_acc: 0.5509, top5_acc: 0.7754, loss_cls: 1.9437, loss: 1.9437, grad_norm: 3.9769 2021-01-27 23:01:53,333 - mmaction - INFO - Epoch [210][820/2147] lr: 1.618e-02, eta: 1 day, 22:49:39, time: 1.843, data_time: 0.009, memory: 16628, top1_acc: 0.5612, top5_acc: 0.7830, loss_cls: 1.8857, loss: 1.8857, grad_norm: 3.8598 2021-01-27 23:02:24,043 - mmaction - INFO - Epoch [210][840/2147] lr: 1.618e-02, eta: 1 day, 22:49:05, time: 1.539, data_time: 0.010, memory: 16628, top1_acc: 0.5656, top5_acc: 0.7835, loss_cls: 1.8520, loss: 1.8520, grad_norm: 3.9176 2021-01-27 23:02:52,564 - mmaction - INFO - Epoch [210][860/2147] lr: 1.618e-02, eta: 1 day, 22:48:30, time: 1.426, data_time: 0.003, memory: 16628, top1_acc: 0.5420, top5_acc: 0.7728, loss_cls: 1.9763, loss: 1.9763, grad_norm: 4.0719 2021-01-27 23:03:24,225 - mmaction - INFO - Epoch [210][880/2147] lr: 1.618e-02, eta: 1 day, 22:47:56, time: 1.582, data_time: 0.146, memory: 16628, top1_acc: 0.5594, top5_acc: 0.7866, loss_cls: 1.8950, loss: 1.8950, grad_norm: 3.9800 2021-01-27 23:03:52,990 - mmaction - INFO - Epoch [210][900/2147] lr: 1.618e-02, eta: 1 day, 22:47:21, time: 1.438, data_time: 0.011, memory: 16628, top1_acc: 0.5585, top5_acc: 0.7786, loss_cls: 1.8902, loss: 1.8902, grad_norm: 4.0113 2021-01-27 23:04:22,278 - mmaction - INFO - Epoch [210][920/2147] lr: 1.618e-02, eta: 1 day, 22:46:47, time: 1.464, data_time: 0.005, memory: 16628, top1_acc: 0.5451, top5_acc: 0.7741, loss_cls: 1.9428, loss: 1.9428, grad_norm: 4.0545 2021-01-27 23:04:52,863 - mmaction - INFO - Epoch [210][940/2147] lr: 1.618e-02, eta: 1 day, 22:46:12, time: 1.530, data_time: 0.008, memory: 16628, top1_acc: 0.5518, top5_acc: 0.7714, loss_cls: 1.9758, loss: 1.9758, grad_norm: 4.0494 2021-01-27 23:05:22,960 - mmaction - INFO - Epoch [210][960/2147] lr: 1.618e-02, eta: 1 day, 22:45:38, time: 1.506, data_time: 0.008, memory: 16628, top1_acc: 0.5460, top5_acc: 0.7839, loss_cls: 1.9062, loss: 1.9062, grad_norm: 4.0155 2021-01-27 23:05:51,738 - mmaction - INFO - Epoch [210][980/2147] lr: 1.618e-02, eta: 1 day, 22:45:03, time: 1.439, data_time: 0.006, memory: 16628, top1_acc: 0.5799, top5_acc: 0.7942, loss_cls: 1.8384, loss: 1.8384, grad_norm: 3.8748 2021-01-27 23:06:22,845 - mmaction - INFO - Epoch [210][1000/2147] lr: 1.618e-02, eta: 1 day, 22:44:29, time: 1.555, data_time: 0.002, memory: 16628, top1_acc: 0.5406, top5_acc: 0.7737, loss_cls: 1.9227, loss: 1.9227, grad_norm: 3.9332 2021-01-27 23:06:59,056 - mmaction - INFO - Epoch [210][1020/2147] lr: 1.618e-02, eta: 1 day, 22:43:56, time: 1.808, data_time: 0.004, memory: 16628, top1_acc: 0.5527, top5_acc: 0.7746, loss_cls: 1.9282, loss: 1.9282, grad_norm: 3.9808 2021-01-27 23:07:29,295 - mmaction - INFO - Epoch [210][1040/2147] lr: 1.618e-02, eta: 1 day, 22:43:21, time: 1.514, data_time: 0.024, memory: 16628, top1_acc: 0.5647, top5_acc: 0.7759, loss_cls: 1.9017, loss: 1.9017, grad_norm: 3.9858 2021-01-27 23:08:02,366 - mmaction - INFO - Epoch [210][1060/2147] lr: 1.618e-02, eta: 1 day, 22:42:47, time: 1.654, data_time: 0.009, memory: 16628, top1_acc: 0.5362, top5_acc: 0.7652, loss_cls: 1.9868, loss: 1.9868, grad_norm: 4.0540 2021-01-27 23:08:32,597 - mmaction - INFO - Epoch [210][1080/2147] lr: 1.618e-02, eta: 1 day, 22:42:13, time: 1.511, data_time: 0.005, memory: 16628, top1_acc: 0.5562, top5_acc: 0.7871, loss_cls: 1.8696, loss: 1.8696, grad_norm: 3.9125 2021-01-27 23:09:01,645 - mmaction - INFO - Epoch [210][1100/2147] lr: 1.618e-02, eta: 1 day, 22:41:38, time: 1.453, data_time: 0.007, memory: 16628, top1_acc: 0.5576, top5_acc: 0.7817, loss_cls: 1.8585, loss: 1.8585, grad_norm: 3.9748 2021-01-27 23:09:30,567 - mmaction - INFO - Epoch [210][1120/2147] lr: 1.618e-02, eta: 1 day, 22:41:03, time: 1.446, data_time: 0.004, memory: 16628, top1_acc: 0.5254, top5_acc: 0.7571, loss_cls: 2.0134, loss: 2.0134, grad_norm: 4.1716 2021-01-27 23:10:00,363 - mmaction - INFO - Epoch [210][1140/2147] lr: 1.618e-02, eta: 1 day, 22:40:29, time: 1.490, data_time: 0.005, memory: 16628, top1_acc: 0.5487, top5_acc: 0.7674, loss_cls: 1.9311, loss: 1.9311, grad_norm: 4.0107 2021-01-27 23:10:30,434 - mmaction - INFO - Epoch [210][1160/2147] lr: 1.618e-02, eta: 1 day, 22:39:54, time: 1.504, data_time: 0.004, memory: 16628, top1_acc: 0.5406, top5_acc: 0.7781, loss_cls: 1.9408, loss: 1.9408, grad_norm: 4.0314 2021-01-27 23:11:00,866 - mmaction - INFO - Epoch [210][1180/2147] lr: 1.618e-02, eta: 1 day, 22:39:20, time: 1.521, data_time: 0.002, memory: 16628, top1_acc: 0.5433, top5_acc: 0.7737, loss_cls: 1.9356, loss: 1.9356, grad_norm: 3.9692 2021-01-27 23:11:31,485 - mmaction - INFO - Epoch [210][1200/2147] lr: 1.618e-02, eta: 1 day, 22:38:46, time: 1.529, data_time: 0.006, memory: 16628, top1_acc: 0.5357, top5_acc: 0.7643, loss_cls: 1.9564, loss: 1.9564, grad_norm: 4.1208 2021-01-27 23:12:03,693 - mmaction - INFO - Epoch [210][1220/2147] lr: 1.618e-02, eta: 1 day, 22:38:12, time: 1.611, data_time: 0.008, memory: 16628, top1_acc: 0.5487, top5_acc: 0.7754, loss_cls: 1.9249, loss: 1.9249, grad_norm: 3.9941 2021-01-27 23:12:35,045 - mmaction - INFO - Epoch [210][1240/2147] lr: 1.618e-02, eta: 1 day, 22:37:37, time: 1.523, data_time: 0.004, memory: 16628, top1_acc: 0.5701, top5_acc: 0.7902, loss_cls: 1.8266, loss: 1.8266, grad_norm: 3.9404 2021-01-27 23:13:06,255 - mmaction - INFO - Epoch [210][1260/2147] lr: 1.618e-02, eta: 1 day, 22:37:03, time: 1.607, data_time: 0.051, memory: 16628, top1_acc: 0.5545, top5_acc: 0.7737, loss_cls: 1.9304, loss: 1.9304, grad_norm: 4.0911 2021-01-27 23:13:39,782 - mmaction - INFO - Epoch [210][1280/2147] lr: 1.618e-02, eta: 1 day, 22:36:29, time: 1.669, data_time: 0.003, memory: 16628, top1_acc: 0.5397, top5_acc: 0.7687, loss_cls: 1.9403, loss: 1.9403, grad_norm: 4.0387 2021-01-27 23:14:10,748 - mmaction - INFO - Epoch [210][1300/2147] lr: 1.618e-02, eta: 1 day, 22:35:55, time: 1.553, data_time: 0.019, memory: 16628, top1_acc: 0.5473, top5_acc: 0.7661, loss_cls: 1.9288, loss: 1.9288, grad_norm: 4.0010 2021-01-27 23:14:42,225 - mmaction - INFO - Epoch [210][1320/2147] lr: 1.618e-02, eta: 1 day, 22:35:21, time: 1.575, data_time: 0.006, memory: 16628, top1_acc: 0.5576, top5_acc: 0.7723, loss_cls: 1.9004, loss: 1.9004, grad_norm: 3.9630 2021-01-27 23:15:10,743 - mmaction - INFO - Epoch [210][1340/2147] lr: 1.618e-02, eta: 1 day, 22:34:46, time: 1.426, data_time: 0.005, memory: 16628, top1_acc: 0.5451, top5_acc: 0.7763, loss_cls: 1.9466, loss: 1.9466, grad_norm: 4.0278 2021-01-27 23:15:40,873 - mmaction - INFO - Epoch [210][1360/2147] lr: 1.618e-02, eta: 1 day, 22:34:12, time: 1.506, data_time: 0.005, memory: 16628, top1_acc: 0.5321, top5_acc: 0.7562, loss_cls: 2.0268, loss: 2.0268, grad_norm: 4.0465 2021-01-27 23:16:10,929 - mmaction - INFO - Epoch [210][1380/2147] lr: 1.618e-02, eta: 1 day, 22:33:37, time: 1.498, data_time: 0.008, memory: 16628, top1_acc: 0.5598, top5_acc: 0.7897, loss_cls: 1.8640, loss: 1.8640, grad_norm: 3.9573 2021-01-27 23:16:50,653 - mmaction - INFO - Epoch [210][1400/2147] lr: 1.618e-02, eta: 1 day, 22:33:05, time: 1.986, data_time: 0.009, memory: 16628, top1_acc: 0.5397, top5_acc: 0.7696, loss_cls: 1.9580, loss: 1.9580, grad_norm: 4.0842 2021-01-27 23:17:20,049 - mmaction - INFO - Epoch [210][1420/2147] lr: 1.618e-02, eta: 1 day, 22:32:30, time: 1.473, data_time: 0.023, memory: 16628, top1_acc: 0.5402, top5_acc: 0.7562, loss_cls: 2.0151, loss: 2.0151, grad_norm: 4.1666 2021-01-27 23:17:48,340 - mmaction - INFO - Epoch [210][1440/2147] lr: 1.618e-02, eta: 1 day, 22:31:55, time: 1.416, data_time: 0.003, memory: 16628, top1_acc: 0.5415, top5_acc: 0.7665, loss_cls: 1.9866, loss: 1.9866, grad_norm: 4.0331 2021-01-27 23:18:16,928 - mmaction - INFO - Epoch [210][1460/2147] lr: 1.618e-02, eta: 1 day, 22:31:21, time: 1.426, data_time: 0.002, memory: 16628, top1_acc: 0.5411, top5_acc: 0.7679, loss_cls: 1.9554, loss: 1.9554, grad_norm: 4.0628 2021-01-27 23:18:48,143 - mmaction - INFO - Epoch [210][1480/2147] lr: 1.618e-02, eta: 1 day, 22:30:46, time: 1.561, data_time: 0.010, memory: 16628, top1_acc: 0.5531, top5_acc: 0.7665, loss_cls: 1.9726, loss: 1.9726, grad_norm: 4.0232 2021-01-27 23:19:16,495 - mmaction - INFO - Epoch [210][1500/2147] lr: 1.618e-02, eta: 1 day, 22:30:11, time: 1.419, data_time: 0.006, memory: 16628, top1_acc: 0.5607, top5_acc: 0.7571, loss_cls: 2.0044, loss: 2.0044, grad_norm: 3.9727 2021-01-27 23:19:48,094 - mmaction - INFO - Epoch [210][1520/2147] lr: 1.618e-02, eta: 1 day, 22:29:37, time: 1.579, data_time: 0.005, memory: 16628, top1_acc: 0.5558, top5_acc: 0.7728, loss_cls: 1.8878, loss: 1.8878, grad_norm: 3.9367 2021-01-27 23:20:17,375 - mmaction - INFO - Epoch [210][1540/2147] lr: 1.618e-02, eta: 1 day, 22:29:03, time: 1.464, data_time: 0.007, memory: 16628, top1_acc: 0.5661, top5_acc: 0.7844, loss_cls: 1.8646, loss: 1.8646, grad_norm: 3.9577 2021-01-27 23:20:46,616 - mmaction - INFO - Epoch [210][1560/2147] lr: 1.618e-02, eta: 1 day, 22:28:28, time: 1.462, data_time: 0.008, memory: 16628, top1_acc: 0.5580, top5_acc: 0.7812, loss_cls: 1.8823, loss: 1.8823, grad_norm: 3.9738 2021-01-27 23:21:19,577 - mmaction - INFO - Epoch [210][1580/2147] lr: 1.618e-02, eta: 1 day, 22:27:54, time: 1.639, data_time: 0.003, memory: 16628, top1_acc: 0.5482, top5_acc: 0.7759, loss_cls: 1.9348, loss: 1.9348, grad_norm: 4.0790 2021-01-27 23:21:49,547 - mmaction - INFO - Epoch [210][1600/2147] lr: 1.618e-02, eta: 1 day, 22:27:20, time: 1.509, data_time: 0.017, memory: 16628, top1_acc: 0.5603, top5_acc: 0.7817, loss_cls: 1.9034, loss: 1.9034, grad_norm: 3.8885 2021-01-27 23:22:20,529 - mmaction - INFO - Epoch [210][1620/2147] lr: 1.618e-02, eta: 1 day, 22:26:45, time: 1.543, data_time: 0.006, memory: 16628, top1_acc: 0.5594, top5_acc: 0.7817, loss_cls: 1.9182, loss: 1.9182, grad_norm: 3.9639 2021-01-27 23:22:50,429 - mmaction - INFO - Epoch [210][1640/2147] lr: 1.618e-02, eta: 1 day, 22:26:11, time: 1.498, data_time: 0.012, memory: 16628, top1_acc: 0.5402, top5_acc: 0.7621, loss_cls: 1.9609, loss: 1.9609, grad_norm: 3.8934 2021-01-27 23:23:18,855 - mmaction - INFO - Epoch [210][1660/2147] lr: 1.618e-02, eta: 1 day, 22:25:36, time: 1.424, data_time: 0.005, memory: 16628, top1_acc: 0.5563, top5_acc: 0.7728, loss_cls: 1.9341, loss: 1.9341, grad_norm: 3.8998 2021-01-27 23:23:48,788 - mmaction - INFO - Epoch [210][1680/2147] lr: 1.618e-02, eta: 1 day, 22:25:02, time: 1.497, data_time: 0.004, memory: 16628, top1_acc: 0.5799, top5_acc: 0.7777, loss_cls: 1.8562, loss: 1.8562, grad_norm: 3.8330 2021-01-27 23:24:17,721 - mmaction - INFO - Epoch [210][1700/2147] lr: 1.618e-02, eta: 1 day, 22:24:27, time: 1.444, data_time: 0.003, memory: 16628, top1_acc: 0.5612, top5_acc: 0.7687, loss_cls: 1.9013, loss: 1.9013, grad_norm: 3.8328 2021-01-27 23:24:47,648 - mmaction - INFO - Epoch [210][1720/2147] lr: 1.618e-02, eta: 1 day, 22:23:52, time: 1.499, data_time: 0.011, memory: 16628, top1_acc: 0.5339, top5_acc: 0.7661, loss_cls: 1.9727, loss: 1.9727, grad_norm: 3.9811 2021-01-27 23:25:18,059 - mmaction - INFO - Epoch [210][1740/2147] lr: 1.618e-02, eta: 1 day, 22:23:18, time: 1.520, data_time: 0.002, memory: 16628, top1_acc: 0.5397, top5_acc: 0.7656, loss_cls: 1.9523, loss: 1.9523, grad_norm: 4.0020 2021-01-27 23:25:46,392 - mmaction - INFO - Epoch [210][1760/2147] lr: 1.618e-02, eta: 1 day, 22:22:43, time: 1.418, data_time: 0.004, memory: 16628, top1_acc: 0.5442, top5_acc: 0.7670, loss_cls: 1.9585, loss: 1.9585, grad_norm: 4.0590 2021-01-27 23:26:19,599 - mmaction - INFO - Epoch [210][1780/2147] lr: 1.618e-02, eta: 1 day, 22:22:09, time: 1.659, data_time: 0.046, memory: 16628, top1_acc: 0.5397, top5_acc: 0.7741, loss_cls: 1.9564, loss: 1.9564, grad_norm: 4.0894 2021-01-27 23:26:48,752 - mmaction - INFO - Epoch [210][1800/2147] lr: 1.618e-02, eta: 1 day, 22:21:35, time: 1.459, data_time: 0.007, memory: 16628, top1_acc: 0.5460, top5_acc: 0.7817, loss_cls: 1.9373, loss: 1.9373, grad_norm: 3.9838 2021-01-27 23:27:18,384 - mmaction - INFO - Epoch [210][1820/2147] lr: 1.618e-02, eta: 1 day, 22:21:00, time: 1.481, data_time: 0.003, memory: 16628, top1_acc: 0.5567, top5_acc: 0.7679, loss_cls: 1.9602, loss: 1.9602, grad_norm: 4.0518 2021-01-27 23:27:52,096 - mmaction - INFO - Epoch [210][1840/2147] lr: 1.618e-02, eta: 1 day, 22:20:26, time: 1.686, data_time: 0.168, memory: 16628, top1_acc: 0.5357, top5_acc: 0.7625, loss_cls: 2.0107, loss: 2.0107, grad_norm: 4.1499 2021-01-27 23:28:25,940 - mmaction - INFO - Epoch [210][1860/2147] lr: 1.618e-02, eta: 1 day, 22:19:53, time: 1.666, data_time: 0.004, memory: 16628, top1_acc: 0.5469, top5_acc: 0.7728, loss_cls: 1.9161, loss: 1.9161, grad_norm: 4.0915 2021-01-27 23:28:59,196 - mmaction - INFO - Epoch [210][1880/2147] lr: 1.618e-02, eta: 1 day, 22:19:19, time: 1.681, data_time: 0.030, memory: 16628, top1_acc: 0.5433, top5_acc: 0.7625, loss_cls: 1.9638, loss: 1.9638, grad_norm: 4.0492 2021-01-27 23:29:35,641 - mmaction - INFO - Epoch [210][1900/2147] lr: 1.618e-02, eta: 1 day, 22:18:46, time: 1.829, data_time: 0.015, memory: 16628, top1_acc: 0.5420, top5_acc: 0.7665, loss_cls: 1.9777, loss: 1.9777, grad_norm: 4.1119 2021-01-27 23:30:07,941 - mmaction - INFO - Epoch [210][1920/2147] lr: 1.618e-02, eta: 1 day, 22:18:12, time: 1.612, data_time: 0.005, memory: 16628, top1_acc: 0.5388, top5_acc: 0.7643, loss_cls: 1.9747, loss: 1.9747, grad_norm: 4.0934 2021-01-27 23:30:37,057 - mmaction - INFO - Epoch [210][1940/2147] lr: 1.618e-02, eta: 1 day, 22:17:37, time: 1.459, data_time: 0.011, memory: 16628, top1_acc: 0.5469, top5_acc: 0.7768, loss_cls: 1.9267, loss: 1.9267, grad_norm: 4.0650 2021-01-27 23:31:05,698 - mmaction - INFO - Epoch [210][1960/2147] lr: 1.618e-02, eta: 1 day, 22:17:02, time: 1.432, data_time: 0.004, memory: 16628, top1_acc: 0.5500, top5_acc: 0.7728, loss_cls: 1.8817, loss: 1.8817, grad_norm: 4.0924 2021-01-27 23:31:37,699 - mmaction - INFO - Epoch [210][1980/2147] lr: 1.618e-02, eta: 1 day, 22:16:28, time: 1.601, data_time: 0.003, memory: 16628, top1_acc: 0.5531, top5_acc: 0.7781, loss_cls: 1.8856, loss: 1.8856, grad_norm: 4.0654 2021-01-27 23:32:09,817 - mmaction - INFO - Epoch [210][2000/2147] lr: 1.618e-02, eta: 1 day, 22:15:54, time: 1.604, data_time: 0.003, memory: 16628, top1_acc: 0.5629, top5_acc: 0.7884, loss_cls: 1.8654, loss: 1.8654, grad_norm: 3.9874 2021-01-27 23:32:41,539 - mmaction - INFO - Epoch [210][2020/2147] lr: 1.618e-02, eta: 1 day, 22:15:20, time: 1.581, data_time: 0.009, memory: 16628, top1_acc: 0.5397, top5_acc: 0.7585, loss_cls: 2.0216, loss: 2.0216, grad_norm: 4.0455 2021-01-27 23:33:11,247 - mmaction - INFO - Epoch [210][2040/2147] lr: 1.618e-02, eta: 1 day, 22:14:46, time: 1.493, data_time: 0.010, memory: 16628, top1_acc: 0.5424, top5_acc: 0.7710, loss_cls: 1.9363, loss: 1.9363, grad_norm: 4.0131 2021-01-27 23:33:42,283 - mmaction - INFO - Epoch [210][2060/2147] lr: 1.618e-02, eta: 1 day, 22:14:11, time: 1.550, data_time: 0.004, memory: 16628, top1_acc: 0.5442, top5_acc: 0.7670, loss_cls: 1.9666, loss: 1.9666, grad_norm: 3.9890 2021-01-27 23:34:10,742 - mmaction - INFO - Epoch [210][2080/2147] lr: 1.618e-02, eta: 1 day, 22:13:37, time: 1.424, data_time: 0.010, memory: 16628, top1_acc: 0.5384, top5_acc: 0.7594, loss_cls: 2.0068, loss: 2.0068, grad_norm: 3.9465 2021-01-27 23:34:43,187 - mmaction - INFO - Epoch [210][2100/2147] lr: 1.618e-02, eta: 1 day, 22:13:03, time: 1.622, data_time: 0.006, memory: 16628, top1_acc: 0.5402, top5_acc: 0.7643, loss_cls: 1.9815, loss: 1.9815, grad_norm: 4.0238 2021-01-27 23:35:12,790 - mmaction - INFO - Epoch [210][2120/2147] lr: 1.618e-02, eta: 1 day, 22:12:28, time: 1.478, data_time: 0.003, memory: 16628, top1_acc: 0.5518, top5_acc: 0.7688, loss_cls: 1.9438, loss: 1.9438, grad_norm: 3.9977 2021-01-27 23:35:41,485 - mmaction - INFO - Epoch [210][2140/2147] lr: 1.618e-02, eta: 1 day, 22:11:53, time: 1.434, data_time: 0.007, memory: 16628, top1_acc: 0.5478, top5_acc: 0.7746, loss_cls: 1.9479, loss: 1.9479, grad_norm: 4.0601 2021-01-27 23:58:16,719 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-27 23:58:17,662 - mmaction - INFO - top1_acc 0.6134 top5_acc 0.8369 2021-01-27 23:58:17,662 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-27 23:58:17,727 - mmaction - INFO - mean_acc 0.6131 2021-01-27 23:58:17,728 - mmaction - INFO - Now best checkpoint is epoch_210.pth 2021-01-27 23:58:17,800 - mmaction - INFO - Epoch(val) [210][2147] top1_acc: 0.6134, top5_acc: 0.8369, mean_class_accuracy: 0.6131 2021-01-28 00:04:02,953 - mmaction - INFO - Epoch [211][20/2147] lr: 1.551e-02, eta: 1 day, 22:12:13, time: 17.249, data_time: 15.483, memory: 16628, top1_acc: 0.5451, top5_acc: 0.7710, loss_cls: 1.9018, loss: 1.9018, grad_norm: 4.0554 2021-01-28 00:04:31,969 - mmaction - INFO - Epoch [211][40/2147] lr: 1.551e-02, eta: 1 day, 22:11:39, time: 1.453, data_time: 0.012, memory: 16628, top1_acc: 0.5728, top5_acc: 0.7875, loss_cls: 1.8348, loss: 1.8348, grad_norm: 3.9661 2021-01-28 00:05:01,746 - mmaction - INFO - Epoch [211][60/2147] lr: 1.551e-02, eta: 1 day, 22:11:04, time: 1.486, data_time: 0.008, memory: 16628, top1_acc: 0.5683, top5_acc: 0.7799, loss_cls: 1.8274, loss: 1.8274, grad_norm: 4.0110 2021-01-28 00:05:31,889 - mmaction - INFO - Epoch [211][80/2147] lr: 1.551e-02, eta: 1 day, 22:10:30, time: 1.513, data_time: 0.013, memory: 16628, top1_acc: 0.5545, top5_acc: 0.7857, loss_cls: 1.8869, loss: 1.8869, grad_norm: 4.0003 2021-01-28 00:06:01,436 - mmaction - INFO - Epoch [211][100/2147] lr: 1.551e-02, eta: 1 day, 22:09:55, time: 1.475, data_time: 0.005, memory: 16628, top1_acc: 0.5616, top5_acc: 0.7964, loss_cls: 1.8620, loss: 1.8620, grad_norm: 4.0273 2021-01-28 00:06:31,310 - mmaction - INFO - Epoch [211][120/2147] lr: 1.551e-02, eta: 1 day, 22:09:21, time: 1.492, data_time: 0.006, memory: 16628, top1_acc: 0.5567, top5_acc: 0.7656, loss_cls: 1.8998, loss: 1.8998, grad_norm: 3.9680 2021-01-28 00:07:05,100 - mmaction - INFO - Epoch [211][140/2147] lr: 1.551e-02, eta: 1 day, 22:08:47, time: 1.692, data_time: 0.006, memory: 16628, top1_acc: 0.5562, top5_acc: 0.7674, loss_cls: 1.9150, loss: 1.9150, grad_norm: 3.9995 2021-01-28 00:07:33,473 - mmaction - INFO - Epoch [211][160/2147] lr: 1.551e-02, eta: 1 day, 22:08:12, time: 1.420, data_time: 0.005, memory: 16628, top1_acc: 0.5375, top5_acc: 0.7665, loss_cls: 1.9636, loss: 1.9636, grad_norm: 4.1358 2021-01-28 00:08:01,884 - mmaction - INFO - Epoch [211][180/2147] lr: 1.551e-02, eta: 1 day, 22:07:37, time: 1.419, data_time: 0.002, memory: 16628, top1_acc: 0.5629, top5_acc: 0.7812, loss_cls: 1.8873, loss: 1.8873, grad_norm: 3.9394 2021-01-28 00:08:33,367 - mmaction - INFO - Epoch [211][200/2147] lr: 1.551e-02, eta: 1 day, 22:07:03, time: 1.574, data_time: 0.006, memory: 16628, top1_acc: 0.5536, top5_acc: 0.7821, loss_cls: 1.8973, loss: 1.8973, grad_norm: 3.9801 2021-01-28 00:09:01,832 - mmaction - INFO - Epoch [211][220/2147] lr: 1.551e-02, eta: 1 day, 22:06:28, time: 1.424, data_time: 0.005, memory: 16628, top1_acc: 0.5540, top5_acc: 0.7732, loss_cls: 1.9188, loss: 1.9188, grad_norm: 4.0845 2021-01-28 00:09:31,256 - mmaction - INFO - Epoch [211][240/2147] lr: 1.551e-02, eta: 1 day, 22:05:54, time: 1.467, data_time: 0.003, memory: 16628, top1_acc: 0.5540, top5_acc: 0.7884, loss_cls: 1.8816, loss: 1.8816, grad_norm: 4.1078 2021-01-28 00:10:02,424 - mmaction - INFO - Epoch [211][260/2147] lr: 1.551e-02, eta: 1 day, 22:05:19, time: 1.564, data_time: 0.010, memory: 16628, top1_acc: 0.5652, top5_acc: 0.7786, loss_cls: 1.8928, loss: 1.8928, grad_norm: 4.0078 2021-01-28 00:10:31,303 - mmaction - INFO - Epoch [211][280/2147] lr: 1.551e-02, eta: 1 day, 22:04:45, time: 1.441, data_time: 0.004, memory: 16628, top1_acc: 0.5647, top5_acc: 0.7857, loss_cls: 1.8180, loss: 1.8180, grad_norm: 3.9380 2021-01-28 00:11:01,829 - mmaction - INFO - Epoch [211][300/2147] lr: 1.551e-02, eta: 1 day, 22:04:10, time: 1.529, data_time: 0.006, memory: 16628, top1_acc: 0.5571, top5_acc: 0.8018, loss_cls: 1.8088, loss: 1.8088, grad_norm: 3.9894 2021-01-28 00:11:30,787 - mmaction - INFO - Epoch [211][320/2147] lr: 1.551e-02, eta: 1 day, 22:03:36, time: 1.445, data_time: 0.004, memory: 16628, top1_acc: 0.5616, top5_acc: 0.7879, loss_cls: 1.8219, loss: 1.8219, grad_norm: 4.0804 2021-01-28 00:12:14,968 - mmaction - INFO - Epoch [211][340/2147] lr: 1.551e-02, eta: 1 day, 22:03:04, time: 2.209, data_time: 0.007, memory: 16628, top1_acc: 0.5737, top5_acc: 0.7817, loss_cls: 1.8414, loss: 1.8414, grad_norm: 4.0235 2021-01-28 00:12:48,784 - mmaction - INFO - Epoch [211][360/2147] lr: 1.551e-02, eta: 1 day, 22:02:30, time: 1.692, data_time: 0.005, memory: 16628, top1_acc: 0.5683, top5_acc: 0.7884, loss_cls: 1.8411, loss: 1.8411, grad_norm: 4.0845 2021-01-28 00:13:20,205 - mmaction - INFO - Epoch [211][380/2147] lr: 1.551e-02, eta: 1 day, 22:01:56, time: 1.571, data_time: 0.010, memory: 16628, top1_acc: 0.5701, top5_acc: 0.7772, loss_cls: 1.8883, loss: 1.8883, grad_norm: 3.9783 2021-01-28 00:13:49,798 - mmaction - INFO - Epoch [211][400/2147] lr: 1.551e-02, eta: 1 day, 22:01:22, time: 1.480, data_time: 0.008, memory: 16628, top1_acc: 0.5821, top5_acc: 0.7964, loss_cls: 1.7797, loss: 1.7797, grad_norm: 3.9603 2021-01-28 00:14:20,794 - mmaction - INFO - Epoch [211][420/2147] lr: 1.551e-02, eta: 1 day, 22:00:47, time: 1.550, data_time: 0.006, memory: 16628, top1_acc: 0.5656, top5_acc: 0.7839, loss_cls: 1.8438, loss: 1.8438, grad_norm: 4.0239 2021-01-28 00:14:55,675 - mmaction - INFO - Epoch [211][440/2147] lr: 1.551e-02, eta: 1 day, 22:00:14, time: 1.744, data_time: 0.005, memory: 16628, top1_acc: 0.5433, top5_acc: 0.7732, loss_cls: 1.9392, loss: 1.9392, grad_norm: 4.0741 2021-01-28 00:15:24,729 - mmaction - INFO - Epoch [211][460/2147] lr: 1.551e-02, eta: 1 day, 21:59:39, time: 1.455, data_time: 0.007, memory: 16628, top1_acc: 0.5634, top5_acc: 0.7781, loss_cls: 1.8847, loss: 1.8847, grad_norm: 4.0764 2021-01-28 00:15:59,006 - mmaction - INFO - Epoch [211][480/2147] lr: 1.551e-02, eta: 1 day, 21:59:06, time: 1.706, data_time: 0.005, memory: 16628, top1_acc: 0.5594, top5_acc: 0.7808, loss_cls: 1.8790, loss: 1.8790, grad_norm: 3.9625 2021-01-28 00:16:28,326 - mmaction - INFO - Epoch [211][500/2147] lr: 1.551e-02, eta: 1 day, 21:58:31, time: 1.466, data_time: 0.014, memory: 16628, top1_acc: 0.5379, top5_acc: 0.7679, loss_cls: 1.9608, loss: 1.9608, grad_norm: 4.1256 2021-01-28 00:17:00,895 - mmaction - INFO - Epoch [211][520/2147] lr: 1.551e-02, eta: 1 day, 21:57:57, time: 1.625, data_time: 0.015, memory: 16628, top1_acc: 0.5393, top5_acc: 0.7812, loss_cls: 1.9126, loss: 1.9126, grad_norm: 4.0163 2021-01-28 00:17:31,753 - mmaction - INFO - Epoch [211][540/2147] lr: 1.551e-02, eta: 1 day, 21:57:23, time: 1.554, data_time: 0.029, memory: 16628, top1_acc: 0.5598, top5_acc: 0.7866, loss_cls: 1.8678, loss: 1.8678, grad_norm: 3.9558 2021-01-28 00:18:05,748 - mmaction - INFO - Epoch [211][560/2147] lr: 1.551e-02, eta: 1 day, 21:56:49, time: 1.697, data_time: 0.011, memory: 16628, top1_acc: 0.5594, top5_acc: 0.7871, loss_cls: 1.8964, loss: 1.8964, grad_norm: 3.9419 2021-01-28 00:18:35,332 - mmaction - INFO - Epoch [211][580/2147] lr: 1.551e-02, eta: 1 day, 21:56:15, time: 1.480, data_time: 0.010, memory: 16628, top1_acc: 0.5527, top5_acc: 0.7812, loss_cls: 1.9179, loss: 1.9179, grad_norm: 4.0479 2021-01-28 00:19:03,819 - mmaction - INFO - Epoch [211][600/2147] lr: 1.551e-02, eta: 1 day, 21:55:40, time: 1.426, data_time: 0.007, memory: 16628, top1_acc: 0.5540, top5_acc: 0.7772, loss_cls: 1.9015, loss: 1.9015, grad_norm: 4.0022 2021-01-28 00:19:32,678 - mmaction - INFO - Epoch [211][620/2147] lr: 1.551e-02, eta: 1 day, 21:55:05, time: 1.443, data_time: 0.003, memory: 16628, top1_acc: 0.5411, top5_acc: 0.7746, loss_cls: 1.9576, loss: 1.9576, grad_norm: 4.0368 2021-01-28 00:20:06,181 - mmaction - INFO - Epoch [211][640/2147] lr: 1.551e-02, eta: 1 day, 21:54:31, time: 1.675, data_time: 0.007, memory: 16628, top1_acc: 0.5580, top5_acc: 0.7826, loss_cls: 1.9015, loss: 1.9015, grad_norm: 4.1469 2021-01-28 00:20:36,852 - mmaction - INFO - Epoch [211][660/2147] lr: 1.551e-02, eta: 1 day, 21:53:57, time: 1.533, data_time: 0.003, memory: 16628, top1_acc: 0.5670, top5_acc: 0.7839, loss_cls: 1.9220, loss: 1.9220, grad_norm: 4.1519 2021-01-28 00:21:05,372 - mmaction - INFO - Epoch [211][680/2147] lr: 1.551e-02, eta: 1 day, 21:53:22, time: 1.427, data_time: 0.003, memory: 16628, top1_acc: 0.5737, top5_acc: 0.7951, loss_cls: 1.8238, loss: 1.8238, grad_norm: 3.8957 2021-01-28 00:21:34,361 - mmaction - INFO - Epoch [211][700/2147] lr: 1.551e-02, eta: 1 day, 21:52:48, time: 1.450, data_time: 0.006, memory: 16628, top1_acc: 0.5589, top5_acc: 0.7826, loss_cls: 1.8959, loss: 1.8959, grad_norm: 4.0016 2021-01-28 00:22:08,782 - mmaction - INFO - Epoch [211][720/2147] lr: 1.551e-02, eta: 1 day, 21:52:14, time: 1.721, data_time: 0.003, memory: 16628, top1_acc: 0.5545, top5_acc: 0.7696, loss_cls: 1.9264, loss: 1.9264, grad_norm: 4.0911 2021-01-28 00:22:39,993 - mmaction - INFO - Epoch [211][740/2147] lr: 1.551e-02, eta: 1 day, 21:51:40, time: 1.558, data_time: 0.004, memory: 16628, top1_acc: 0.5607, top5_acc: 0.7786, loss_cls: 1.8613, loss: 1.8613, grad_norm: 4.1271 2021-01-28 00:23:15,033 - mmaction - INFO - Epoch [211][760/2147] lr: 1.551e-02, eta: 1 day, 21:51:06, time: 1.753, data_time: 0.031, memory: 16628, top1_acc: 0.5549, top5_acc: 0.7835, loss_cls: 1.9208, loss: 1.9208, grad_norm: 4.1058 2021-01-28 00:23:45,537 - mmaction - INFO - Epoch [211][780/2147] lr: 1.551e-02, eta: 1 day, 21:50:32, time: 1.527, data_time: 0.002, memory: 16628, top1_acc: 0.5580, top5_acc: 0.7679, loss_cls: 1.9292, loss: 1.9292, grad_norm: 3.9702 2021-01-28 00:24:17,062 - mmaction - INFO - Epoch [211][800/2147] lr: 1.551e-02, eta: 1 day, 21:49:58, time: 1.572, data_time: 0.007, memory: 16628, top1_acc: 0.5759, top5_acc: 0.7911, loss_cls: 1.8153, loss: 1.8153, grad_norm: 3.9217 2021-01-28 00:24:45,825 - mmaction - INFO - Epoch [211][820/2147] lr: 1.551e-02, eta: 1 day, 21:49:23, time: 1.443, data_time: 0.016, memory: 16628, top1_acc: 0.5379, top5_acc: 0.7812, loss_cls: 1.8803, loss: 1.8803, grad_norm: 4.0859 2021-01-28 00:25:16,262 - mmaction - INFO - Epoch [211][840/2147] lr: 1.551e-02, eta: 1 day, 21:48:49, time: 1.510, data_time: 0.055, memory: 16628, top1_acc: 0.5518, top5_acc: 0.7781, loss_cls: 1.8848, loss: 1.8848, grad_norm: 4.1292 2021-01-28 00:25:46,561 - mmaction - INFO - Epoch [211][860/2147] lr: 1.551e-02, eta: 1 day, 21:48:14, time: 1.524, data_time: 0.014, memory: 16628, top1_acc: 0.5429, top5_acc: 0.7616, loss_cls: 1.9622, loss: 1.9622, grad_norm: 4.1651 2021-01-28 00:26:18,415 - mmaction - INFO - Epoch [211][880/2147] lr: 1.551e-02, eta: 1 day, 21:47:40, time: 1.591, data_time: 0.004, memory: 16628, top1_acc: 0.5446, top5_acc: 0.7795, loss_cls: 1.9444, loss: 1.9444, grad_norm: 4.0807 2021-01-28 00:26:54,430 - mmaction - INFO - Epoch [211][900/2147] lr: 1.551e-02, eta: 1 day, 21:47:07, time: 1.804, data_time: 0.009, memory: 16628, top1_acc: 0.5656, top5_acc: 0.7848, loss_cls: 1.8920, loss: 1.8920, grad_norm: 4.0311 2021-01-28 00:27:25,594 - mmaction - INFO - Epoch [211][920/2147] lr: 1.551e-02, eta: 1 day, 21:46:33, time: 1.552, data_time: 0.007, memory: 16628, top1_acc: 0.5692, top5_acc: 0.7746, loss_cls: 1.8779, loss: 1.8779, grad_norm: 4.1205 2021-01-28 00:27:59,567 - mmaction - INFO - Epoch [211][940/2147] lr: 1.551e-02, eta: 1 day, 21:45:59, time: 1.616, data_time: 0.013, memory: 16628, top1_acc: 0.5478, top5_acc: 0.7741, loss_cls: 1.9133, loss: 1.9133, grad_norm: 4.0619 2021-01-28 00:28:31,035 - mmaction - INFO - Epoch [211][960/2147] lr: 1.551e-02, eta: 1 day, 21:45:25, time: 1.659, data_time: 0.097, memory: 16628, top1_acc: 0.5509, top5_acc: 0.7759, loss_cls: 1.9084, loss: 1.9084, grad_norm: 4.0640 2021-01-28 00:29:01,251 - mmaction - INFO - Epoch [211][980/2147] lr: 1.551e-02, eta: 1 day, 21:44:51, time: 1.513, data_time: 0.006, memory: 16628, top1_acc: 0.5496, top5_acc: 0.7763, loss_cls: 1.9141, loss: 1.9141, grad_norm: 4.0841 2021-01-28 00:29:33,014 - mmaction - INFO - Epoch [211][1000/2147] lr: 1.551e-02, eta: 1 day, 21:44:16, time: 1.585, data_time: 0.009, memory: 16628, top1_acc: 0.5647, top5_acc: 0.7848, loss_cls: 1.8583, loss: 1.8583, grad_norm: 4.0107 2021-01-28 00:30:02,547 - mmaction - INFO - Epoch [211][1020/2147] lr: 1.551e-02, eta: 1 day, 21:43:42, time: 1.481, data_time: 0.012, memory: 16628, top1_acc: 0.5629, top5_acc: 0.7924, loss_cls: 1.8294, loss: 1.8294, grad_norm: 3.9766 2021-01-28 00:30:33,053 - mmaction - INFO - Epoch [211][1040/2147] lr: 1.551e-02, eta: 1 day, 21:43:08, time: 1.519, data_time: 0.004, memory: 16628, top1_acc: 0.5473, top5_acc: 0.7812, loss_cls: 1.9100, loss: 1.9100, grad_norm: 4.0842 2021-01-28 00:31:02,193 - mmaction - INFO - Epoch [211][1060/2147] lr: 1.551e-02, eta: 1 day, 21:42:33, time: 1.458, data_time: 0.012, memory: 16628, top1_acc: 0.5558, top5_acc: 0.7763, loss_cls: 1.9094, loss: 1.9094, grad_norm: 4.1044 2021-01-28 00:31:32,575 - mmaction - INFO - Epoch [211][1080/2147] lr: 1.551e-02, eta: 1 day, 21:41:58, time: 1.524, data_time: 0.011, memory: 16628, top1_acc: 0.5455, top5_acc: 0.7786, loss_cls: 1.9356, loss: 1.9356, grad_norm: 4.2377 2021-01-28 00:32:05,498 - mmaction - INFO - Epoch [211][1100/2147] lr: 1.551e-02, eta: 1 day, 21:41:25, time: 1.632, data_time: 0.077, memory: 16628, top1_acc: 0.5473, top5_acc: 0.7741, loss_cls: 1.9467, loss: 1.9467, grad_norm: 4.1815 2021-01-28 00:32:36,651 - mmaction - INFO - Epoch [211][1120/2147] lr: 1.551e-02, eta: 1 day, 21:40:50, time: 1.569, data_time: 0.018, memory: 16628, top1_acc: 0.5638, top5_acc: 0.7795, loss_cls: 1.9007, loss: 1.9007, grad_norm: 4.1654 2021-01-28 00:33:06,863 - mmaction - INFO - Epoch [211][1140/2147] lr: 1.551e-02, eta: 1 day, 21:40:16, time: 1.512, data_time: 0.008, memory: 16628, top1_acc: 0.5286, top5_acc: 0.7688, loss_cls: 1.9929, loss: 1.9929, grad_norm: 4.1985 2021-01-28 00:33:35,656 - mmaction - INFO - Epoch [211][1160/2147] lr: 1.551e-02, eta: 1 day, 21:39:41, time: 1.441, data_time: 0.005, memory: 16628, top1_acc: 0.5442, top5_acc: 0.7679, loss_cls: 1.9388, loss: 1.9388, grad_norm: 4.0731 2021-01-28 00:34:06,378 - mmaction - INFO - Epoch [211][1180/2147] lr: 1.551e-02, eta: 1 day, 21:39:07, time: 1.534, data_time: 0.006, memory: 16628, top1_acc: 0.5554, top5_acc: 0.7821, loss_cls: 1.9405, loss: 1.9405, grad_norm: 4.1511 2021-01-28 00:34:37,599 - mmaction - INFO - Epoch [211][1200/2147] lr: 1.551e-02, eta: 1 day, 21:38:33, time: 1.559, data_time: 0.005, memory: 16628, top1_acc: 0.5326, top5_acc: 0.7540, loss_cls: 2.0153, loss: 2.0153, grad_norm: 4.0687 2021-01-28 00:35:05,914 - mmaction - INFO - Epoch [211][1220/2147] lr: 1.551e-02, eta: 1 day, 21:37:58, time: 1.419, data_time: 0.006, memory: 16628, top1_acc: 0.5652, top5_acc: 0.7692, loss_cls: 1.8938, loss: 1.8938, grad_norm: 3.9335 2021-01-28 00:35:36,616 - mmaction - INFO - Epoch [211][1240/2147] lr: 1.551e-02, eta: 1 day, 21:37:24, time: 1.536, data_time: 0.013, memory: 16628, top1_acc: 0.5504, top5_acc: 0.7754, loss_cls: 1.9277, loss: 1.9277, grad_norm: 3.9996 2021-01-28 00:36:10,088 - mmaction - INFO - Epoch [211][1260/2147] lr: 1.551e-02, eta: 1 day, 21:36:50, time: 1.662, data_time: 0.012, memory: 16628, top1_acc: 0.5473, top5_acc: 0.7683, loss_cls: 1.9190, loss: 1.9190, grad_norm: 4.1269 2021-01-28 00:36:44,050 - mmaction - INFO - Epoch [211][1280/2147] lr: 1.551e-02, eta: 1 day, 21:36:16, time: 1.583, data_time: 0.020, memory: 16628, top1_acc: 0.5446, top5_acc: 0.7661, loss_cls: 1.9918, loss: 1.9918, grad_norm: 4.1198 2021-01-28 00:37:15,229 - mmaction - INFO - Epoch [211][1300/2147] lr: 1.551e-02, eta: 1 day, 21:35:42, time: 1.680, data_time: 0.129, memory: 16628, top1_acc: 0.5388, top5_acc: 0.7616, loss_cls: 2.0070, loss: 2.0070, grad_norm: 3.9756 2021-01-28 00:37:44,032 - mmaction - INFO - Epoch [211][1320/2147] lr: 1.551e-02, eta: 1 day, 21:35:07, time: 1.443, data_time: 0.009, memory: 16628, top1_acc: 0.5321, top5_acc: 0.7661, loss_cls: 1.9795, loss: 1.9795, grad_norm: 4.0194 2021-01-28 00:38:16,701 - mmaction - INFO - Epoch [211][1340/2147] lr: 1.551e-02, eta: 1 day, 21:34:33, time: 1.634, data_time: 0.004, memory: 16628, top1_acc: 0.5643, top5_acc: 0.7687, loss_cls: 1.9198, loss: 1.9198, grad_norm: 4.0440 2021-01-28 00:38:48,104 - mmaction - INFO - Epoch [211][1360/2147] lr: 1.551e-02, eta: 1 day, 21:33:59, time: 1.569, data_time: 0.004, memory: 16628, top1_acc: 0.5402, top5_acc: 0.7598, loss_cls: 1.9354, loss: 1.9354, grad_norm: 4.0615 2021-01-28 00:39:16,287 - mmaction - INFO - Epoch [211][1380/2147] lr: 1.551e-02, eta: 1 day, 21:33:24, time: 1.412, data_time: 0.004, memory: 16628, top1_acc: 0.5612, top5_acc: 0.7772, loss_cls: 1.8834, loss: 1.8834, grad_norm: 3.9997 2021-01-28 00:39:45,160 - mmaction - INFO - Epoch [211][1400/2147] lr: 1.551e-02, eta: 1 day, 21:32:50, time: 1.441, data_time: 0.008, memory: 16628, top1_acc: 0.5504, top5_acc: 0.7893, loss_cls: 1.8856, loss: 1.8856, grad_norm: 4.0898 2021-01-28 00:40:16,336 - mmaction - INFO - Epoch [211][1420/2147] lr: 1.551e-02, eta: 1 day, 21:32:15, time: 1.561, data_time: 0.085, memory: 16628, top1_acc: 0.5531, top5_acc: 0.7763, loss_cls: 1.9543, loss: 1.9543, grad_norm: 4.1353 2021-01-28 00:40:46,617 - mmaction - INFO - Epoch [211][1440/2147] lr: 1.551e-02, eta: 1 day, 21:31:41, time: 1.510, data_time: 0.003, memory: 16628, top1_acc: 0.5237, top5_acc: 0.7696, loss_cls: 1.9580, loss: 1.9580, grad_norm: 4.0817 2021-01-28 00:41:17,825 - mmaction - INFO - Epoch [211][1460/2147] lr: 1.551e-02, eta: 1 day, 21:31:07, time: 1.563, data_time: 0.007, memory: 16628, top1_acc: 0.5531, top5_acc: 0.7741, loss_cls: 1.9379, loss: 1.9379, grad_norm: 4.1098 2021-01-28 00:41:51,804 - mmaction - INFO - Epoch [211][1480/2147] lr: 1.551e-02, eta: 1 day, 21:30:33, time: 1.699, data_time: 0.003, memory: 16628, top1_acc: 0.5567, top5_acc: 0.7826, loss_cls: 1.8742, loss: 1.8742, grad_norm: 4.0386 2021-01-28 00:42:23,382 - mmaction - INFO - Epoch [211][1500/2147] lr: 1.551e-02, eta: 1 day, 21:29:59, time: 1.579, data_time: 0.006, memory: 16628, top1_acc: 0.5317, top5_acc: 0.7576, loss_cls: 2.0068, loss: 2.0068, grad_norm: 4.1409 2021-01-28 00:42:54,249 - mmaction - INFO - Epoch [211][1520/2147] lr: 1.551e-02, eta: 1 day, 21:29:25, time: 1.543, data_time: 0.005, memory: 16628, top1_acc: 0.5545, top5_acc: 0.7692, loss_cls: 1.8855, loss: 1.8855, grad_norm: 3.9775 2021-01-28 00:43:25,165 - mmaction - INFO - Epoch [211][1540/2147] lr: 1.551e-02, eta: 1 day, 21:28:50, time: 1.545, data_time: 0.046, memory: 16628, top1_acc: 0.5585, top5_acc: 0.7732, loss_cls: 1.9196, loss: 1.9196, grad_norm: 4.0504 2021-01-28 00:43:53,985 - mmaction - INFO - Epoch [211][1560/2147] lr: 1.551e-02, eta: 1 day, 21:28:16, time: 1.438, data_time: 0.007, memory: 16628, top1_acc: 0.5634, top5_acc: 0.7848, loss_cls: 1.8832, loss: 1.8832, grad_norm: 4.1369 2021-01-28 00:44:22,311 - mmaction - INFO - Epoch [211][1580/2147] lr: 1.551e-02, eta: 1 day, 21:27:41, time: 1.421, data_time: 0.007, memory: 16628, top1_acc: 0.5424, top5_acc: 0.7710, loss_cls: 1.9868, loss: 1.9868, grad_norm: 4.1479 2021-01-28 00:44:54,028 - mmaction - INFO - Epoch [211][1600/2147] lr: 1.551e-02, eta: 1 day, 21:27:07, time: 1.587, data_time: 0.008, memory: 16628, top1_acc: 0.5531, top5_acc: 0.7741, loss_cls: 1.9002, loss: 1.9002, grad_norm: 4.0477 2021-01-28 00:45:22,347 - mmaction - INFO - Epoch [211][1620/2147] lr: 1.551e-02, eta: 1 day, 21:26:32, time: 1.416, data_time: 0.002, memory: 16628, top1_acc: 0.5415, top5_acc: 0.7496, loss_cls: 2.0006, loss: 2.0006, grad_norm: 4.0310 2021-01-28 00:45:50,714 - mmaction - INFO - Epoch [211][1640/2147] lr: 1.551e-02, eta: 1 day, 21:25:57, time: 1.418, data_time: 0.002, memory: 16628, top1_acc: 0.5464, top5_acc: 0.7862, loss_cls: 1.9164, loss: 1.9164, grad_norm: 4.0897 2021-01-28 00:46:22,961 - mmaction - INFO - Epoch [211][1660/2147] lr: 1.551e-02, eta: 1 day, 21:25:23, time: 1.603, data_time: 0.006, memory: 16628, top1_acc: 0.5759, top5_acc: 0.7902, loss_cls: 1.8192, loss: 1.8192, grad_norm: 3.9966 2021-01-28 00:47:01,869 - mmaction - INFO - Epoch [211][1680/2147] lr: 1.551e-02, eta: 1 day, 21:24:50, time: 1.946, data_time: 0.017, memory: 16628, top1_acc: 0.5482, top5_acc: 0.7665, loss_cls: 1.9586, loss: 1.9586, grad_norm: 4.0621 2021-01-28 00:47:31,181 - mmaction - INFO - Epoch [211][1700/2147] lr: 1.551e-02, eta: 1 day, 21:24:16, time: 1.468, data_time: 0.019, memory: 16628, top1_acc: 0.5504, top5_acc: 0.7902, loss_cls: 1.8803, loss: 1.8803, grad_norm: 4.0719 2021-01-28 00:48:02,324 - mmaction - INFO - Epoch [211][1720/2147] lr: 1.551e-02, eta: 1 day, 21:23:42, time: 1.557, data_time: 0.020, memory: 16628, top1_acc: 0.5518, top5_acc: 0.7692, loss_cls: 1.9359, loss: 1.9359, grad_norm: 4.1138 2021-01-28 00:48:31,500 - mmaction - INFO - Epoch [211][1740/2147] lr: 1.551e-02, eta: 1 day, 21:23:07, time: 1.464, data_time: 0.008, memory: 16628, top1_acc: 0.5433, top5_acc: 0.7701, loss_cls: 1.9710, loss: 1.9710, grad_norm: 4.1483 2021-01-28 00:48:59,994 - mmaction - INFO - Epoch [211][1760/2147] lr: 1.551e-02, eta: 1 day, 21:22:32, time: 1.425, data_time: 0.004, memory: 16628, top1_acc: 0.5594, top5_acc: 0.7647, loss_cls: 1.9307, loss: 1.9307, grad_norm: 3.9574 2021-01-28 00:49:29,957 - mmaction - INFO - Epoch [211][1780/2147] lr: 1.551e-02, eta: 1 day, 21:21:58, time: 1.498, data_time: 0.007, memory: 16628, top1_acc: 0.5433, top5_acc: 0.7536, loss_cls: 1.9861, loss: 1.9861, grad_norm: 4.0242 2021-01-28 00:49:59,016 - mmaction - INFO - Epoch [211][1800/2147] lr: 1.551e-02, eta: 1 day, 21:21:23, time: 1.450, data_time: 0.002, memory: 16628, top1_acc: 0.5286, top5_acc: 0.7536, loss_cls: 2.0264, loss: 2.0264, grad_norm: 4.0552 2021-01-28 00:50:28,199 - mmaction - INFO - Epoch [211][1820/2147] lr: 1.551e-02, eta: 1 day, 21:20:48, time: 1.462, data_time: 0.009, memory: 16628, top1_acc: 0.5549, top5_acc: 0.7781, loss_cls: 1.8791, loss: 1.8791, grad_norm: 3.8800 2021-01-28 00:50:58,324 - mmaction - INFO - Epoch [211][1840/2147] lr: 1.551e-02, eta: 1 day, 21:20:14, time: 1.507, data_time: 0.005, memory: 16628, top1_acc: 0.5482, top5_acc: 0.7826, loss_cls: 1.8993, loss: 1.8993, grad_norm: 3.9237 2021-01-28 00:51:31,030 - mmaction - INFO - Epoch [211][1860/2147] lr: 1.551e-02, eta: 1 day, 21:19:40, time: 1.635, data_time: 0.044, memory: 16628, top1_acc: 0.5683, top5_acc: 0.7911, loss_cls: 1.8152, loss: 1.8152, grad_norm: 4.0247 2021-01-28 00:52:03,322 - mmaction - INFO - Epoch [211][1880/2147] lr: 1.551e-02, eta: 1 day, 21:19:06, time: 1.612, data_time: 0.009, memory: 16628, top1_acc: 0.5496, top5_acc: 0.7710, loss_cls: 1.9145, loss: 1.9145, grad_norm: 4.0305 2021-01-28 00:52:31,993 - mmaction - INFO - Epoch [211][1900/2147] lr: 1.551e-02, eta: 1 day, 21:18:31, time: 1.431, data_time: 0.013, memory: 16628, top1_acc: 0.5460, top5_acc: 0.7728, loss_cls: 1.9091, loss: 1.9091, grad_norm: 4.0208 2021-01-28 00:53:03,253 - mmaction - INFO - Epoch [211][1920/2147] lr: 1.551e-02, eta: 1 day, 21:17:57, time: 1.567, data_time: 0.008, memory: 16628, top1_acc: 0.5393, top5_acc: 0.7656, loss_cls: 1.9925, loss: 1.9925, grad_norm: 4.1245 2021-01-28 00:53:31,842 - mmaction - INFO - Epoch [211][1940/2147] lr: 1.551e-02, eta: 1 day, 21:17:22, time: 1.430, data_time: 0.008, memory: 16628, top1_acc: 0.5518, top5_acc: 0.7790, loss_cls: 1.8852, loss: 1.8852, grad_norm: 4.0590 2021-01-28 00:54:01,495 - mmaction - INFO - Epoch [211][1960/2147] lr: 1.551e-02, eta: 1 day, 21:16:48, time: 1.481, data_time: 0.004, memory: 16628, top1_acc: 0.5562, top5_acc: 0.7812, loss_cls: 1.9062, loss: 1.9062, grad_norm: 4.1261 2021-01-28 00:54:31,346 - mmaction - INFO - Epoch [211][1980/2147] lr: 1.551e-02, eta: 1 day, 21:16:13, time: 1.495, data_time: 0.005, memory: 16628, top1_acc: 0.5545, top5_acc: 0.7763, loss_cls: 1.9050, loss: 1.9050, grad_norm: 4.0402 2021-01-28 00:55:04,224 - mmaction - INFO - Epoch [211][2000/2147] lr: 1.551e-02, eta: 1 day, 21:15:40, time: 1.641, data_time: 0.003, memory: 16628, top1_acc: 0.5656, top5_acc: 0.7741, loss_cls: 1.9013, loss: 1.9013, grad_norm: 3.9859 2021-01-28 00:55:33,422 - mmaction - INFO - Epoch [211][2020/2147] lr: 1.551e-02, eta: 1 day, 21:15:05, time: 1.457, data_time: 0.005, memory: 16628, top1_acc: 0.5482, top5_acc: 0.7728, loss_cls: 1.9576, loss: 1.9576, grad_norm: 4.1858 2021-01-28 00:56:02,311 - mmaction - INFO - Epoch [211][2040/2147] lr: 1.551e-02, eta: 1 day, 21:14:30, time: 1.448, data_time: 0.008, memory: 16628, top1_acc: 0.5504, top5_acc: 0.7710, loss_cls: 1.9331, loss: 1.9331, grad_norm: 4.1052 2021-01-28 00:56:31,325 - mmaction - INFO - Epoch [211][2060/2147] lr: 1.551e-02, eta: 1 day, 21:13:55, time: 1.450, data_time: 0.005, memory: 16628, top1_acc: 0.5638, top5_acc: 0.7871, loss_cls: 1.8636, loss: 1.8636, grad_norm: 4.0011 2021-01-28 00:57:09,135 - mmaction - INFO - Epoch [211][2080/2147] lr: 1.551e-02, eta: 1 day, 21:13:23, time: 1.883, data_time: 0.008, memory: 16628, top1_acc: 0.5469, top5_acc: 0.7741, loss_cls: 1.9556, loss: 1.9556, grad_norm: 4.1219 2021-01-28 00:57:37,421 - mmaction - INFO - Epoch [211][2100/2147] lr: 1.551e-02, eta: 1 day, 21:12:48, time: 1.424, data_time: 0.017, memory: 16628, top1_acc: 0.5522, top5_acc: 0.7701, loss_cls: 1.9319, loss: 1.9319, grad_norm: 4.0495 2021-01-28 00:58:09,042 - mmaction - INFO - Epoch [211][2120/2147] lr: 1.551e-02, eta: 1 day, 21:12:14, time: 1.573, data_time: 0.013, memory: 16628, top1_acc: 0.5290, top5_acc: 0.7589, loss_cls: 2.0126, loss: 2.0126, grad_norm: 4.1525 2021-01-28 00:58:39,314 - mmaction - INFO - Epoch [211][2140/2147] lr: 1.551e-02, eta: 1 day, 21:11:39, time: 1.517, data_time: 0.017, memory: 16628, top1_acc: 0.5455, top5_acc: 0.7754, loss_cls: 1.9336, loss: 1.9336, grad_norm: 4.1283 2021-01-28 01:05:14,750 - mmaction - INFO - Epoch [212][20/2147] lr: 1.486e-02, eta: 1 day, 21:12:02, time: 18.354, data_time: 16.513, memory: 16628, top1_acc: 0.5728, top5_acc: 0.7929, loss_cls: 1.8113, loss: 1.8113, grad_norm: 4.0632 2021-01-28 01:05:43,819 - mmaction - INFO - Epoch [212][40/2147] lr: 1.486e-02, eta: 1 day, 21:11:28, time: 1.461, data_time: 0.015, memory: 16628, top1_acc: 0.5540, top5_acc: 0.7732, loss_cls: 1.9414, loss: 1.9414, grad_norm: 4.0495 2021-01-28 01:06:14,726 - mmaction - INFO - Epoch [212][60/2147] lr: 1.486e-02, eta: 1 day, 21:10:53, time: 1.539, data_time: 0.004, memory: 16628, top1_acc: 0.5710, top5_acc: 0.7763, loss_cls: 1.8848, loss: 1.8848, grad_norm: 4.1213 2021-01-28 01:06:54,883 - mmaction - INFO - Epoch [212][80/2147] lr: 1.486e-02, eta: 1 day, 21:10:21, time: 2.011, data_time: 0.009, memory: 16628, top1_acc: 0.5732, top5_acc: 0.7879, loss_cls: 1.8264, loss: 1.8264, grad_norm: 4.0145 2021-01-28 01:07:24,683 - mmaction - INFO - Epoch [212][100/2147] lr: 1.486e-02, eta: 1 day, 21:09:47, time: 1.493, data_time: 0.006, memory: 16628, top1_acc: 0.5786, top5_acc: 0.7781, loss_cls: 1.8383, loss: 1.8383, grad_norm: 3.9742 2021-01-28 01:07:57,241 - mmaction - INFO - Epoch [212][120/2147] lr: 1.486e-02, eta: 1 day, 21:09:13, time: 1.628, data_time: 0.004, memory: 16628, top1_acc: 0.5455, top5_acc: 0.7768, loss_cls: 1.9133, loss: 1.9133, grad_norm: 4.1053 2021-01-28 01:08:31,293 - mmaction - INFO - Epoch [212][140/2147] lr: 1.486e-02, eta: 1 day, 21:08:39, time: 1.697, data_time: 0.012, memory: 16628, top1_acc: 0.5772, top5_acc: 0.7857, loss_cls: 1.8013, loss: 1.8013, grad_norm: 3.9181 2021-01-28 01:09:00,567 - mmaction - INFO - Epoch [212][160/2147] lr: 1.486e-02, eta: 1 day, 21:08:04, time: 1.467, data_time: 0.010, memory: 16628, top1_acc: 0.5478, top5_acc: 0.7821, loss_cls: 1.9276, loss: 1.9276, grad_norm: 4.2374 2021-01-28 01:09:29,655 - mmaction - INFO - Epoch [212][180/2147] lr: 1.486e-02, eta: 1 day, 21:07:30, time: 1.456, data_time: 0.006, memory: 16628, top1_acc: 0.5513, top5_acc: 0.7830, loss_cls: 1.8862, loss: 1.8862, grad_norm: 4.2124 2021-01-28 01:10:00,289 - mmaction - INFO - Epoch [212][200/2147] lr: 1.486e-02, eta: 1 day, 21:06:55, time: 1.528, data_time: 0.004, memory: 16628, top1_acc: 0.5710, top5_acc: 0.7920, loss_cls: 1.8171, loss: 1.8171, grad_norm: 4.1131 2021-01-28 01:10:33,030 - mmaction - INFO - Epoch [212][220/2147] lr: 1.486e-02, eta: 1 day, 21:06:22, time: 1.642, data_time: 0.007, memory: 16628, top1_acc: 0.5411, top5_acc: 0.7652, loss_cls: 1.9287, loss: 1.9287, grad_norm: 4.1367 2021-01-28 01:11:03,596 - mmaction - INFO - Epoch [212][240/2147] lr: 1.486e-02, eta: 1 day, 21:05:47, time: 1.522, data_time: 0.002, memory: 16628, top1_acc: 0.5571, top5_acc: 0.7821, loss_cls: 1.9092, loss: 1.9092, grad_norm: 4.0668 2021-01-28 01:11:35,491 - mmaction - INFO - Epoch [212][260/2147] lr: 1.486e-02, eta: 1 day, 21:05:13, time: 1.477, data_time: 0.007, memory: 16628, top1_acc: 0.5504, top5_acc: 0.7661, loss_cls: 1.9162, loss: 1.9162, grad_norm: 4.0841 2021-01-28 01:12:15,735 - mmaction - INFO - Epoch [212][280/2147] lr: 1.486e-02, eta: 1 day, 21:04:41, time: 2.133, data_time: 0.262, memory: 16628, top1_acc: 0.5460, top5_acc: 0.7754, loss_cls: 1.9101, loss: 1.9101, grad_norm: 3.9893 2021-01-28 01:12:44,649 - mmaction - INFO - Epoch [212][300/2147] lr: 1.486e-02, eta: 1 day, 21:04:06, time: 1.448, data_time: 0.004, memory: 16628, top1_acc: 0.5661, top5_acc: 0.7768, loss_cls: 1.8687, loss: 1.8687, grad_norm: 3.9661 2021-01-28 01:13:13,329 - mmaction - INFO - Epoch [212][320/2147] lr: 1.486e-02, eta: 1 day, 21:03:31, time: 1.433, data_time: 0.006, memory: 16628, top1_acc: 0.5728, top5_acc: 0.7875, loss_cls: 1.8003, loss: 1.8003, grad_norm: 3.8704 2021-01-28 01:13:42,136 - mmaction - INFO - Epoch [212][340/2147] lr: 1.486e-02, eta: 1 day, 21:02:57, time: 1.442, data_time: 0.006, memory: 16628, top1_acc: 0.5835, top5_acc: 0.8013, loss_cls: 1.7237, loss: 1.7237, grad_norm: 3.9953 2021-01-28 01:14:12,772 - mmaction - INFO - Epoch [212][360/2147] lr: 1.486e-02, eta: 1 day, 21:02:22, time: 1.527, data_time: 0.002, memory: 16628, top1_acc: 0.5813, top5_acc: 0.7817, loss_cls: 1.8573, loss: 1.8573, grad_norm: 4.0827 2021-01-28 01:14:44,103 - mmaction - INFO - Epoch [212][380/2147] lr: 1.486e-02, eta: 1 day, 21:01:48, time: 1.570, data_time: 0.009, memory: 16628, top1_acc: 0.5732, top5_acc: 0.7835, loss_cls: 1.8556, loss: 1.8556, grad_norm: 4.1236 2021-01-28 01:15:13,027 - mmaction - INFO - Epoch [212][400/2147] lr: 1.486e-02, eta: 1 day, 21:01:13, time: 1.442, data_time: 0.004, memory: 16628, top1_acc: 0.5629, top5_acc: 0.7772, loss_cls: 1.8753, loss: 1.8753, grad_norm: 4.1277 2021-01-28 01:15:48,133 - mmaction - INFO - Epoch [212][420/2147] lr: 1.486e-02, eta: 1 day, 21:00:40, time: 1.758, data_time: 0.009, memory: 16628, top1_acc: 0.5687, top5_acc: 0.7826, loss_cls: 1.8795, loss: 1.8795, grad_norm: 4.0282 2021-01-28 01:16:19,300 - mmaction - INFO - Epoch [212][440/2147] lr: 1.486e-02, eta: 1 day, 21:00:06, time: 1.561, data_time: 0.006, memory: 16628, top1_acc: 0.5661, top5_acc: 0.7759, loss_cls: 1.8692, loss: 1.8692, grad_norm: 4.1645 2021-01-28 01:16:52,162 - mmaction - INFO - Epoch [212][460/2147] lr: 1.486e-02, eta: 1 day, 20:59:32, time: 1.641, data_time: 0.007, memory: 16628, top1_acc: 0.5268, top5_acc: 0.7705, loss_cls: 1.9836, loss: 1.9836, grad_norm: 4.2299 2021-01-28 01:17:24,984 - mmaction - INFO - Epoch [212][480/2147] lr: 1.486e-02, eta: 1 day, 20:58:58, time: 1.642, data_time: 0.004, memory: 16628, top1_acc: 0.5652, top5_acc: 0.7862, loss_cls: 1.8501, loss: 1.8501, grad_norm: 4.1103 2021-01-28 01:17:54,523 - mmaction - INFO - Epoch [212][500/2147] lr: 1.486e-02, eta: 1 day, 20:58:24, time: 1.472, data_time: 0.008, memory: 16628, top1_acc: 0.5522, top5_acc: 0.7661, loss_cls: 1.9345, loss: 1.9345, grad_norm: 4.1143 2021-01-28 01:18:27,610 - mmaction - INFO - Epoch [212][520/2147] lr: 1.486e-02, eta: 1 day, 20:57:50, time: 1.656, data_time: 0.009, memory: 16628, top1_acc: 0.5612, top5_acc: 0.7710, loss_cls: 1.8988, loss: 1.8988, grad_norm: 3.9935 2021-01-28 01:19:02,867 - mmaction - INFO - Epoch [212][540/2147] lr: 1.486e-02, eta: 1 day, 20:57:16, time: 1.760, data_time: 0.007, memory: 16628, top1_acc: 0.5665, top5_acc: 0.7844, loss_cls: 1.8639, loss: 1.8639, grad_norm: 4.0820 2021-01-28 01:19:34,072 - mmaction - INFO - Epoch [212][560/2147] lr: 1.486e-02, eta: 1 day, 20:56:42, time: 1.560, data_time: 0.016, memory: 16628, top1_acc: 0.5446, top5_acc: 0.7857, loss_cls: 1.8839, loss: 1.8839, grad_norm: 4.0899 2021-01-28 01:20:15,667 - mmaction - INFO - Epoch [212][580/2147] lr: 1.486e-02, eta: 1 day, 20:56:10, time: 2.062, data_time: 0.011, memory: 16628, top1_acc: 0.5612, top5_acc: 0.7812, loss_cls: 1.8692, loss: 1.8692, grad_norm: 4.0787 2021-01-28 01:20:45,918 - mmaction - INFO - Epoch [212][600/2147] lr: 1.486e-02, eta: 1 day, 20:55:36, time: 1.529, data_time: 0.038, memory: 16628, top1_acc: 0.5406, top5_acc: 0.7696, loss_cls: 1.9533, loss: 1.9533, grad_norm: 4.1843 2021-01-28 01:21:16,028 - mmaction - INFO - Epoch [212][620/2147] lr: 1.486e-02, eta: 1 day, 20:55:01, time: 1.504, data_time: 0.016, memory: 16628, top1_acc: 0.5406, top5_acc: 0.7710, loss_cls: 1.9606, loss: 1.9606, grad_norm: 4.0581 2021-01-28 01:21:54,402 - mmaction - INFO - Epoch [212][640/2147] lr: 1.486e-02, eta: 1 day, 20:54:29, time: 1.918, data_time: 0.014, memory: 16628, top1_acc: 0.5902, top5_acc: 0.7955, loss_cls: 1.7870, loss: 1.7870, grad_norm: 3.9352 2021-01-28 01:22:32,027 - mmaction - INFO - Epoch [212][660/2147] lr: 1.486e-02, eta: 1 day, 20:53:56, time: 1.881, data_time: 0.023, memory: 16628, top1_acc: 0.5509, top5_acc: 0.7804, loss_cls: 1.8885, loss: 1.8885, grad_norm: 4.0407 2021-01-28 01:23:01,526 - mmaction - INFO - Epoch [212][680/2147] lr: 1.486e-02, eta: 1 day, 20:53:21, time: 1.485, data_time: 0.023, memory: 16628, top1_acc: 0.5446, top5_acc: 0.7696, loss_cls: 1.9297, loss: 1.9297, grad_norm: 4.1071 2021-01-28 01:23:35,055 - mmaction - INFO - Epoch [212][700/2147] lr: 1.486e-02, eta: 1 day, 20:52:47, time: 1.668, data_time: 0.013, memory: 16628, top1_acc: 0.5750, top5_acc: 0.7946, loss_cls: 1.8203, loss: 1.8203, grad_norm: 4.1151 2021-01-28 01:24:04,495 - mmaction - INFO - Epoch [212][720/2147] lr: 1.486e-02, eta: 1 day, 20:52:13, time: 1.483, data_time: 0.016, memory: 16628, top1_acc: 0.5415, top5_acc: 0.7772, loss_cls: 1.9299, loss: 1.9299, grad_norm: 4.0645 2021-01-28 01:24:37,449 - mmaction - INFO - Epoch [212][740/2147] lr: 1.486e-02, eta: 1 day, 20:51:39, time: 1.642, data_time: 0.001, memory: 16628, top1_acc: 0.5679, top5_acc: 0.7964, loss_cls: 1.8131, loss: 1.8131, grad_norm: 4.0334 2021-01-28 01:25:11,211 - mmaction - INFO - Epoch [212][760/2147] lr: 1.486e-02, eta: 1 day, 20:51:05, time: 1.690, data_time: 0.013, memory: 16628, top1_acc: 0.5424, top5_acc: 0.7732, loss_cls: 1.9133, loss: 1.9133, grad_norm: 4.0659 2021-01-28 01:25:40,587 - mmaction - INFO - Epoch [212][780/2147] lr: 1.486e-02, eta: 1 day, 20:50:31, time: 1.470, data_time: 0.006, memory: 16628, top1_acc: 0.5728, top5_acc: 0.7768, loss_cls: 1.8994, loss: 1.8994, grad_norm: 4.0374 2021-01-28 01:26:10,824 - mmaction - INFO - Epoch [212][800/2147] lr: 1.486e-02, eta: 1 day, 20:49:56, time: 1.513, data_time: 0.004, memory: 16628, top1_acc: 0.5710, top5_acc: 0.7902, loss_cls: 1.8555, loss: 1.8555, grad_norm: 4.0418 2021-01-28 01:26:44,901 - mmaction - INFO - Epoch [212][820/2147] lr: 1.486e-02, eta: 1 day, 20:49:22, time: 1.640, data_time: 0.007, memory: 16628, top1_acc: 0.5536, top5_acc: 0.7692, loss_cls: 1.9484, loss: 1.9484, grad_norm: 4.1497 2021-01-28 01:27:23,725 - mmaction - INFO - Epoch [212][840/2147] lr: 1.486e-02, eta: 1 day, 20:48:50, time: 2.003, data_time: 0.068, memory: 16628, top1_acc: 0.5437, top5_acc: 0.7763, loss_cls: 1.9090, loss: 1.9090, grad_norm: 4.0980 2021-01-28 01:27:57,507 - mmaction - INFO - Epoch [212][860/2147] lr: 1.486e-02, eta: 1 day, 20:48:16, time: 1.618, data_time: 0.006, memory: 16628, top1_acc: 0.5607, top5_acc: 0.7951, loss_cls: 1.8737, loss: 1.8737, grad_norm: 4.1690 2021-01-28 01:28:32,773 - mmaction - INFO - Epoch [212][880/2147] lr: 1.486e-02, eta: 1 day, 20:47:43, time: 1.828, data_time: 0.078, memory: 16628, top1_acc: 0.5527, top5_acc: 0.7768, loss_cls: 1.9062, loss: 1.9062, grad_norm: 4.1193 2021-01-28 01:29:04,056 - mmaction - INFO - Epoch [212][900/2147] lr: 1.486e-02, eta: 1 day, 20:47:09, time: 1.570, data_time: 0.020, memory: 16628, top1_acc: 0.5598, top5_acc: 0.7790, loss_cls: 1.9052, loss: 1.9052, grad_norm: 4.1259 2021-01-28 01:29:33,009 - mmaction - INFO - Epoch [212][920/2147] lr: 1.486e-02, eta: 1 day, 20:46:34, time: 1.450, data_time: 0.005, memory: 16628, top1_acc: 0.5589, top5_acc: 0.7911, loss_cls: 1.8734, loss: 1.8734, grad_norm: 4.1435 2021-01-28 01:30:06,284 - mmaction - INFO - Epoch [212][940/2147] lr: 1.486e-02, eta: 1 day, 20:46:00, time: 1.665, data_time: 0.007, memory: 16628, top1_acc: 0.5554, top5_acc: 0.7862, loss_cls: 1.8874, loss: 1.8874, grad_norm: 4.1075 2021-01-28 01:30:37,038 - mmaction - INFO - Epoch [212][960/2147] lr: 1.486e-02, eta: 1 day, 20:45:26, time: 1.537, data_time: 0.003, memory: 16628, top1_acc: 0.5719, top5_acc: 0.7884, loss_cls: 1.8259, loss: 1.8259, grad_norm: 3.9941 2021-01-28 01:31:06,748 - mmaction - INFO - Epoch [212][980/2147] lr: 1.486e-02, eta: 1 day, 20:44:52, time: 1.478, data_time: 0.003, memory: 16628, top1_acc: 0.5580, top5_acc: 0.7754, loss_cls: 1.9114, loss: 1.9114, grad_norm: 4.0636 2021-01-28 01:31:35,765 - mmaction - INFO - Epoch [212][1000/2147] lr: 1.486e-02, eta: 1 day, 20:44:17, time: 1.458, data_time: 0.015, memory: 16628, top1_acc: 0.5536, top5_acc: 0.7826, loss_cls: 1.8886, loss: 1.8886, grad_norm: 4.0691 2021-01-28 01:32:12,032 - mmaction - INFO - Epoch [212][1020/2147] lr: 1.486e-02, eta: 1 day, 20:43:44, time: 1.807, data_time: 0.109, memory: 16628, top1_acc: 0.5482, top5_acc: 0.7732, loss_cls: 1.9295, loss: 1.9295, grad_norm: 4.1571 2021-01-28 01:32:41,766 - mmaction - INFO - Epoch [212][1040/2147] lr: 1.486e-02, eta: 1 day, 20:43:09, time: 1.493, data_time: 0.010, memory: 16628, top1_acc: 0.5621, top5_acc: 0.7759, loss_cls: 1.8765, loss: 1.8765, grad_norm: 4.1338 2021-01-28 01:33:17,269 - mmaction - INFO - Epoch [212][1060/2147] lr: 1.486e-02, eta: 1 day, 20:42:36, time: 1.772, data_time: 0.009, memory: 16628, top1_acc: 0.5679, top5_acc: 0.7871, loss_cls: 1.8581, loss: 1.8581, grad_norm: 3.9892 2021-01-28 01:33:47,552 - mmaction - INFO - Epoch [212][1080/2147] lr: 1.486e-02, eta: 1 day, 20:42:01, time: 1.516, data_time: 0.008, memory: 16628, top1_acc: 0.5634, top5_acc: 0.7862, loss_cls: 1.8588, loss: 1.8588, grad_norm: 4.0809 2021-01-28 01:34:18,040 - mmaction - INFO - Epoch [212][1100/2147] lr: 1.486e-02, eta: 1 day, 20:41:27, time: 1.528, data_time: 0.006, memory: 16628, top1_acc: 0.5696, top5_acc: 0.7781, loss_cls: 1.8625, loss: 1.8625, grad_norm: 4.0783 2021-01-28 01:34:47,459 - mmaction - INFO - Epoch [212][1120/2147] lr: 1.486e-02, eta: 1 day, 20:40:53, time: 1.470, data_time: 0.003, memory: 16628, top1_acc: 0.5714, top5_acc: 0.7830, loss_cls: 1.8533, loss: 1.8533, grad_norm: 4.0544 2021-01-28 01:35:16,429 - mmaction - INFO - Epoch [212][1140/2147] lr: 1.486e-02, eta: 1 day, 20:40:18, time: 1.446, data_time: 0.004, memory: 16628, top1_acc: 0.5683, top5_acc: 0.7839, loss_cls: 1.8619, loss: 1.8619, grad_norm: 4.0465 2021-01-28 01:35:45,379 - mmaction - INFO - Epoch [212][1160/2147] lr: 1.486e-02, eta: 1 day, 20:39:43, time: 1.450, data_time: 0.004, memory: 16628, top1_acc: 0.5629, top5_acc: 0.7723, loss_cls: 1.9012, loss: 1.9012, grad_norm: 4.0535 2021-01-28 01:36:16,482 - mmaction - INFO - Epoch [212][1180/2147] lr: 1.486e-02, eta: 1 day, 20:39:09, time: 1.549, data_time: 0.003, memory: 16628, top1_acc: 0.5446, top5_acc: 0.7656, loss_cls: 1.9680, loss: 1.9680, grad_norm: 4.1852 2021-01-28 01:36:49,507 - mmaction - INFO - Epoch [212][1200/2147] lr: 1.486e-02, eta: 1 day, 20:38:35, time: 1.654, data_time: 0.008, memory: 16628, top1_acc: 0.5603, top5_acc: 0.7893, loss_cls: 1.8625, loss: 1.8625, grad_norm: 4.0936 2021-01-28 01:37:18,443 - mmaction - INFO - Epoch [212][1220/2147] lr: 1.486e-02, eta: 1 day, 20:38:00, time: 1.450, data_time: 0.005, memory: 16628, top1_acc: 0.5509, top5_acc: 0.7817, loss_cls: 1.8901, loss: 1.8901, grad_norm: 4.1135 2021-01-28 01:37:48,104 - mmaction - INFO - Epoch [212][1240/2147] lr: 1.486e-02, eta: 1 day, 20:37:26, time: 1.481, data_time: 0.003, memory: 16628, top1_acc: 0.5594, top5_acc: 0.7728, loss_cls: 1.9201, loss: 1.9201, grad_norm: 3.9851 2021-01-28 01:38:22,260 - mmaction - INFO - Epoch [212][1260/2147] lr: 1.486e-02, eta: 1 day, 20:36:52, time: 1.708, data_time: 0.005, memory: 16628, top1_acc: 0.5634, top5_acc: 0.7804, loss_cls: 1.8689, loss: 1.8689, grad_norm: 4.1070 2021-01-28 01:38:53,992 - mmaction - INFO - Epoch [212][1280/2147] lr: 1.486e-02, eta: 1 day, 20:36:18, time: 1.579, data_time: 0.006, memory: 16628, top1_acc: 0.5871, top5_acc: 0.7893, loss_cls: 1.8424, loss: 1.8424, grad_norm: 4.0507 2021-01-28 01:39:25,569 - mmaction - INFO - Epoch [212][1300/2147] lr: 1.486e-02, eta: 1 day, 20:35:44, time: 1.587, data_time: 0.028, memory: 16628, top1_acc: 0.5598, top5_acc: 0.7897, loss_cls: 1.8590, loss: 1.8590, grad_norm: 4.0751 2021-01-28 01:39:58,595 - mmaction - INFO - Epoch [212][1320/2147] lr: 1.486e-02, eta: 1 day, 20:35:10, time: 1.653, data_time: 0.004, memory: 16628, top1_acc: 0.5594, top5_acc: 0.7750, loss_cls: 1.9086, loss: 1.9086, grad_norm: 4.0814 2021-01-28 01:40:27,749 - mmaction - INFO - Epoch [212][1340/2147] lr: 1.486e-02, eta: 1 day, 20:34:36, time: 1.454, data_time: 0.005, memory: 16628, top1_acc: 0.5871, top5_acc: 0.7875, loss_cls: 1.7901, loss: 1.7901, grad_norm: 3.9534 2021-01-28 01:40:58,161 - mmaction - INFO - Epoch [212][1360/2147] lr: 1.486e-02, eta: 1 day, 20:34:01, time: 1.523, data_time: 0.010, memory: 16628, top1_acc: 0.5549, top5_acc: 0.7746, loss_cls: 1.9003, loss: 1.9003, grad_norm: 4.2066 2021-01-28 01:41:27,065 - mmaction - INFO - Epoch [212][1380/2147] lr: 1.486e-02, eta: 1 day, 20:33:27, time: 1.445, data_time: 0.004, memory: 16628, top1_acc: 0.5643, top5_acc: 0.7893, loss_cls: 1.8320, loss: 1.8320, grad_norm: 4.0939 2021-01-28 01:41:57,818 - mmaction - INFO - Epoch [212][1400/2147] lr: 1.486e-02, eta: 1 day, 20:32:52, time: 1.538, data_time: 0.005, memory: 16628, top1_acc: 0.5594, top5_acc: 0.7759, loss_cls: 1.9034, loss: 1.9034, grad_norm: 4.1954 2021-01-28 01:42:26,554 - mmaction - INFO - Epoch [212][1420/2147] lr: 1.486e-02, eta: 1 day, 20:32:18, time: 1.437, data_time: 0.007, memory: 16628, top1_acc: 0.5460, top5_acc: 0.7741, loss_cls: 1.9329, loss: 1.9329, grad_norm: 4.1940 2021-01-28 01:42:55,305 - mmaction - INFO - Epoch [212][1440/2147] lr: 1.486e-02, eta: 1 day, 20:31:43, time: 1.438, data_time: 0.003, memory: 16628, top1_acc: 0.5531, top5_acc: 0.7705, loss_cls: 1.9610, loss: 1.9610, grad_norm: 4.2505 2021-01-28 01:43:26,401 - mmaction - INFO - Epoch [212][1460/2147] lr: 1.486e-02, eta: 1 day, 20:31:09, time: 1.552, data_time: 0.002, memory: 16628, top1_acc: 0.5638, top5_acc: 0.7772, loss_cls: 1.8872, loss: 1.8872, grad_norm: 4.0207 2021-01-28 01:44:03,099 - mmaction - INFO - Epoch [212][1480/2147] lr: 1.486e-02, eta: 1 day, 20:30:35, time: 1.829, data_time: 0.011, memory: 16628, top1_acc: 0.5576, top5_acc: 0.7656, loss_cls: 1.9041, loss: 1.9041, grad_norm: 4.0869 2021-01-28 01:44:33,324 - mmaction - INFO - Epoch [212][1500/2147] lr: 1.486e-02, eta: 1 day, 20:30:01, time: 1.518, data_time: 0.015, memory: 16628, top1_acc: 0.5763, top5_acc: 0.7848, loss_cls: 1.8506, loss: 1.8506, grad_norm: 4.1142 2021-01-28 01:45:04,589 - mmaction - INFO - Epoch [212][1520/2147] lr: 1.486e-02, eta: 1 day, 20:29:27, time: 1.561, data_time: 0.006, memory: 16628, top1_acc: 0.5437, top5_acc: 0.7786, loss_cls: 1.9271, loss: 1.9271, grad_norm: 4.2130 2021-01-28 01:45:33,773 - mmaction - INFO - Epoch [212][1540/2147] lr: 1.486e-02, eta: 1 day, 20:28:52, time: 1.464, data_time: 0.009, memory: 16628, top1_acc: 0.5393, top5_acc: 0.7696, loss_cls: 1.9606, loss: 1.9606, grad_norm: 4.1264 2021-01-28 01:46:06,312 - mmaction - INFO - Epoch [212][1560/2147] lr: 1.486e-02, eta: 1 day, 20:28:18, time: 1.616, data_time: 0.007, memory: 16628, top1_acc: 0.5478, top5_acc: 0.7741, loss_cls: 1.9454, loss: 1.9454, grad_norm: 4.0837 2021-01-28 01:46:42,752 - mmaction - INFO - Epoch [212][1580/2147] lr: 1.486e-02, eta: 1 day, 20:27:45, time: 1.675, data_time: 0.016, memory: 16628, top1_acc: 0.5433, top5_acc: 0.7759, loss_cls: 1.9694, loss: 1.9694, grad_norm: 4.0410 2021-01-28 01:47:17,062 - mmaction - INFO - Epoch [212][1600/2147] lr: 1.486e-02, eta: 1 day, 20:27:12, time: 1.865, data_time: 0.167, memory: 16628, top1_acc: 0.5621, top5_acc: 0.7781, loss_cls: 1.9013, loss: 1.9013, grad_norm: 4.0541 2021-01-28 01:47:57,817 - mmaction - INFO - Epoch [212][1620/2147] lr: 1.486e-02, eta: 1 day, 20:26:39, time: 2.042, data_time: 0.015, memory: 16628, top1_acc: 0.5388, top5_acc: 0.7795, loss_cls: 1.8904, loss: 1.8904, grad_norm: 4.0825 2021-01-28 01:48:29,452 - mmaction - INFO - Epoch [212][1640/2147] lr: 1.486e-02, eta: 1 day, 20:26:05, time: 1.586, data_time: 0.012, memory: 16628, top1_acc: 0.5527, top5_acc: 0.7665, loss_cls: 1.9067, loss: 1.9067, grad_norm: 4.0901 2021-01-28 01:49:00,305 - mmaction - INFO - Epoch [212][1660/2147] lr: 1.486e-02, eta: 1 day, 20:25:31, time: 1.541, data_time: 0.004, memory: 16628, top1_acc: 0.5741, top5_acc: 0.7933, loss_cls: 1.8052, loss: 1.8052, grad_norm: 4.0407 2021-01-28 01:49:31,839 - mmaction - INFO - Epoch [212][1680/2147] lr: 1.486e-02, eta: 1 day, 20:24:57, time: 1.576, data_time: 0.007, memory: 16628, top1_acc: 0.5580, top5_acc: 0.7746, loss_cls: 1.9099, loss: 1.9099, grad_norm: 4.2192 2021-01-28 01:50:06,768 - mmaction - INFO - Epoch [212][1700/2147] lr: 1.486e-02, eta: 1 day, 20:24:24, time: 1.747, data_time: 0.006, memory: 16628, top1_acc: 0.5536, top5_acc: 0.7754, loss_cls: 1.9338, loss: 1.9338, grad_norm: 4.1647 2021-01-28 01:50:35,879 - mmaction - INFO - Epoch [212][1720/2147] lr: 1.486e-02, eta: 1 day, 20:23:49, time: 1.457, data_time: 0.006, memory: 16628, top1_acc: 0.5487, top5_acc: 0.7795, loss_cls: 1.8897, loss: 1.8897, grad_norm: 4.1534 2021-01-28 01:51:09,844 - mmaction - INFO - Epoch [212][1740/2147] lr: 1.486e-02, eta: 1 day, 20:23:15, time: 1.698, data_time: 0.011, memory: 16628, top1_acc: 0.5509, top5_acc: 0.7692, loss_cls: 1.9469, loss: 1.9469, grad_norm: 4.2051 2021-01-28 01:51:43,517 - mmaction - INFO - Epoch [212][1760/2147] lr: 1.486e-02, eta: 1 day, 20:22:41, time: 1.663, data_time: 0.006, memory: 16628, top1_acc: 0.5594, top5_acc: 0.7661, loss_cls: 1.9112, loss: 1.9112, grad_norm: 4.1467 2021-01-28 01:52:20,172 - mmaction - INFO - Epoch [212][1780/2147] lr: 1.486e-02, eta: 1 day, 20:22:09, time: 1.854, data_time: 0.030, memory: 16628, top1_acc: 0.5638, top5_acc: 0.7754, loss_cls: 1.8816, loss: 1.8816, grad_norm: 4.0055 2021-01-28 01:52:49,003 - mmaction - INFO - Epoch [212][1800/2147] lr: 1.486e-02, eta: 1 day, 20:21:34, time: 1.440, data_time: 0.006, memory: 16628, top1_acc: 0.5384, top5_acc: 0.7812, loss_cls: 1.9109, loss: 1.9109, grad_norm: 4.0943 2021-01-28 01:53:19,179 - mmaction - INFO - Epoch [212][1820/2147] lr: 1.486e-02, eta: 1 day, 20:20:59, time: 1.507, data_time: 0.006, memory: 16628, top1_acc: 0.5558, top5_acc: 0.7821, loss_cls: 1.9045, loss: 1.9045, grad_norm: 4.1329 2021-01-28 01:53:48,479 - mmaction - INFO - Epoch [212][1840/2147] lr: 1.486e-02, eta: 1 day, 20:20:25, time: 1.466, data_time: 0.006, memory: 16628, top1_acc: 0.5621, top5_acc: 0.7817, loss_cls: 1.8671, loss: 1.8671, grad_norm: 4.2280 2021-01-28 01:54:18,664 - mmaction - INFO - Epoch [212][1860/2147] lr: 1.486e-02, eta: 1 day, 20:19:50, time: 1.504, data_time: 0.008, memory: 16628, top1_acc: 0.5491, top5_acc: 0.7621, loss_cls: 1.9432, loss: 1.9432, grad_norm: 4.0931 2021-01-28 01:54:47,354 - mmaction - INFO - Epoch [212][1880/2147] lr: 1.486e-02, eta: 1 day, 20:19:16, time: 1.434, data_time: 0.010, memory: 16628, top1_acc: 0.5714, top5_acc: 0.7871, loss_cls: 1.8141, loss: 1.8141, grad_norm: 3.9318 2021-01-28 01:55:16,787 - mmaction - INFO - Epoch [212][1900/2147] lr: 1.486e-02, eta: 1 day, 20:18:41, time: 1.477, data_time: 0.012, memory: 16628, top1_acc: 0.5643, top5_acc: 0.7830, loss_cls: 1.8625, loss: 1.8625, grad_norm: 4.0345 2021-01-28 01:55:46,662 - mmaction - INFO - Epoch [212][1920/2147] lr: 1.486e-02, eta: 1 day, 20:18:07, time: 1.495, data_time: 0.008, memory: 16628, top1_acc: 0.5567, top5_acc: 0.7768, loss_cls: 1.9280, loss: 1.9280, grad_norm: 4.1984 2021-01-28 01:56:15,434 - mmaction - INFO - Epoch [212][1940/2147] lr: 1.486e-02, eta: 1 day, 20:17:32, time: 1.439, data_time: 0.003, memory: 16628, top1_acc: 0.5687, top5_acc: 0.7853, loss_cls: 1.8687, loss: 1.8687, grad_norm: 4.0779 2021-01-28 01:56:50,353 - mmaction - INFO - Epoch [212][1960/2147] lr: 1.486e-02, eta: 1 day, 20:16:58, time: 1.741, data_time: 0.004, memory: 16628, top1_acc: 0.5616, top5_acc: 0.7759, loss_cls: 1.8337, loss: 1.8337, grad_norm: 3.9921 2021-01-28 01:57:23,240 - mmaction - INFO - Epoch [212][1980/2147] lr: 1.486e-02, eta: 1 day, 20:16:25, time: 1.639, data_time: 0.009, memory: 16628, top1_acc: 0.5696, top5_acc: 0.7982, loss_cls: 1.8102, loss: 1.8102, grad_norm: 4.1306 2021-01-28 01:57:52,262 - mmaction - INFO - Epoch [212][2000/2147] lr: 1.486e-02, eta: 1 day, 20:15:50, time: 1.462, data_time: 0.012, memory: 16628, top1_acc: 0.5469, top5_acc: 0.7638, loss_cls: 1.9517, loss: 1.9517, grad_norm: 4.2068 2021-01-28 01:58:21,369 - mmaction - INFO - Epoch [212][2020/2147] lr: 1.486e-02, eta: 1 day, 20:15:15, time: 1.447, data_time: 0.006, memory: 16628, top1_acc: 0.5571, top5_acc: 0.7759, loss_cls: 1.9033, loss: 1.9033, grad_norm: 3.9978 2021-01-28 01:58:52,024 - mmaction - INFO - Epoch [212][2040/2147] lr: 1.486e-02, eta: 1 day, 20:14:41, time: 1.529, data_time: 0.014, memory: 16628, top1_acc: 0.5433, top5_acc: 0.7750, loss_cls: 1.9486, loss: 1.9486, grad_norm: 4.2161 2021-01-28 01:59:21,192 - mmaction - INFO - Epoch [212][2060/2147] lr: 1.486e-02, eta: 1 day, 20:14:06, time: 1.471, data_time: 0.016, memory: 16628, top1_acc: 0.5509, top5_acc: 0.7643, loss_cls: 1.9376, loss: 1.9376, grad_norm: 4.2081 2021-01-28 01:59:52,862 - mmaction - INFO - Epoch [212][2080/2147] lr: 1.486e-02, eta: 1 day, 20:13:32, time: 1.575, data_time: 0.002, memory: 16628, top1_acc: 0.5478, top5_acc: 0.7804, loss_cls: 1.8980, loss: 1.8980, grad_norm: 4.2007 2021-01-28 02:00:26,413 - mmaction - INFO - Epoch [212][2100/2147] lr: 1.486e-02, eta: 1 day, 20:12:59, time: 1.677, data_time: 0.013, memory: 16628, top1_acc: 0.5469, top5_acc: 0.7723, loss_cls: 1.9623, loss: 1.9623, grad_norm: 4.0967 2021-01-28 02:00:57,323 - mmaction - INFO - Epoch [212][2120/2147] lr: 1.486e-02, eta: 1 day, 20:12:24, time: 1.553, data_time: 0.010, memory: 16628, top1_acc: 0.5527, top5_acc: 0.7696, loss_cls: 1.9338, loss: 1.9338, grad_norm: 4.1224 2021-01-28 02:01:26,654 - mmaction - INFO - Epoch [212][2140/2147] lr: 1.486e-02, eta: 1 day, 20:11:50, time: 1.466, data_time: 0.005, memory: 16628, top1_acc: 0.5589, top5_acc: 0.7808, loss_cls: 1.8594, loss: 1.8594, grad_norm: 4.0741 2021-01-28 02:01:59,414 - mmaction - INFO - Saving checkpoint at 212 epochs 2021-01-28 02:08:59,775 - mmaction - INFO - Epoch [213][20/2147] lr: 1.423e-02, eta: 1 day, 20:12:21, time: 20.861, data_time: 19.266, memory: 16628, top1_acc: 0.5683, top5_acc: 0.7844, loss_cls: 1.8330, loss: 1.8330, grad_norm: 4.0229 2021-01-28 02:09:32,265 - mmaction - INFO - Epoch [213][40/2147] lr: 1.423e-02, eta: 1 day, 20:11:47, time: 1.631, data_time: 0.013, memory: 16628, top1_acc: 0.5616, top5_acc: 0.7826, loss_cls: 1.8638, loss: 1.8638, grad_norm: 4.1039 2021-01-28 02:10:07,355 - mmaction - INFO - Epoch [213][60/2147] lr: 1.423e-02, eta: 1 day, 20:11:14, time: 1.756, data_time: 0.006, memory: 16628, top1_acc: 0.5687, top5_acc: 0.7772, loss_cls: 1.8630, loss: 1.8630, grad_norm: 4.0667 2021-01-28 02:10:38,661 - mmaction - INFO - Epoch [213][80/2147] lr: 1.423e-02, eta: 1 day, 20:10:40, time: 1.568, data_time: 0.009, memory: 16628, top1_acc: 0.5728, top5_acc: 0.7862, loss_cls: 1.8012, loss: 1.8012, grad_norm: 4.0351 2021-01-28 02:11:07,431 - mmaction - INFO - Epoch [213][100/2147] lr: 1.423e-02, eta: 1 day, 20:10:05, time: 1.438, data_time: 0.001, memory: 16628, top1_acc: 0.5576, top5_acc: 0.7781, loss_cls: 1.8839, loss: 1.8839, grad_norm: 4.0625 2021-01-28 02:11:42,053 - mmaction - INFO - Epoch [213][120/2147] lr: 1.423e-02, eta: 1 day, 20:09:32, time: 1.695, data_time: 0.080, memory: 16628, top1_acc: 0.5737, top5_acc: 0.7897, loss_cls: 1.8395, loss: 1.8395, grad_norm: 4.0354 2021-01-28 02:12:23,954 - mmaction - INFO - Epoch [213][140/2147] lr: 1.423e-02, eta: 1 day, 20:09:00, time: 2.121, data_time: 0.040, memory: 16628, top1_acc: 0.5732, top5_acc: 0.8031, loss_cls: 1.8248, loss: 1.8248, grad_norm: 4.0971 2021-01-28 02:13:03,095 - mmaction - INFO - Epoch [213][160/2147] lr: 1.423e-02, eta: 1 day, 20:08:27, time: 1.956, data_time: 0.015, memory: 16628, top1_acc: 0.5580, top5_acc: 0.7839, loss_cls: 1.8746, loss: 1.8746, grad_norm: 4.1628 2021-01-28 02:13:34,750 - mmaction - INFO - Epoch [213][180/2147] lr: 1.423e-02, eta: 1 day, 20:07:53, time: 1.591, data_time: 0.021, memory: 16628, top1_acc: 0.5554, top5_acc: 0.7830, loss_cls: 1.8704, loss: 1.8704, grad_norm: 4.1557 2021-01-28 02:14:05,078 - mmaction - INFO - Epoch [213][200/2147] lr: 1.423e-02, eta: 1 day, 20:07:19, time: 1.518, data_time: 0.005, memory: 16628, top1_acc: 0.5687, top5_acc: 0.7893, loss_cls: 1.8518, loss: 1.8518, grad_norm: 4.1530 2021-01-28 02:14:36,154 - mmaction - INFO - Epoch [213][220/2147] lr: 1.423e-02, eta: 1 day, 20:06:44, time: 1.553, data_time: 0.005, memory: 16628, top1_acc: 0.5799, top5_acc: 0.7937, loss_cls: 1.8128, loss: 1.8128, grad_norm: 4.1290 2021-01-28 02:15:06,277 - mmaction - INFO - Epoch [213][240/2147] lr: 1.423e-02, eta: 1 day, 20:06:10, time: 1.508, data_time: 0.008, memory: 16628, top1_acc: 0.5549, top5_acc: 0.7777, loss_cls: 1.8964, loss: 1.8964, grad_norm: 4.2199 2021-01-28 02:15:37,270 - mmaction - INFO - Epoch [213][260/2147] lr: 1.423e-02, eta: 1 day, 20:05:36, time: 1.550, data_time: 0.004, memory: 16628, top1_acc: 0.5835, top5_acc: 0.7955, loss_cls: 1.7959, loss: 1.7959, grad_norm: 4.1720 2021-01-28 02:16:07,701 - mmaction - INFO - Epoch [213][280/2147] lr: 1.423e-02, eta: 1 day, 20:05:01, time: 1.516, data_time: 0.010, memory: 16628, top1_acc: 0.5710, top5_acc: 0.7835, loss_cls: 1.8365, loss: 1.8365, grad_norm: 4.1088 2021-01-28 02:16:42,861 - mmaction - INFO - Epoch [213][300/2147] lr: 1.423e-02, eta: 1 day, 20:04:28, time: 1.707, data_time: 0.057, memory: 16628, top1_acc: 0.5652, top5_acc: 0.7871, loss_cls: 1.8694, loss: 1.8694, grad_norm: 4.1210 2021-01-28 02:17:18,161 - mmaction - INFO - Epoch [213][320/2147] lr: 1.423e-02, eta: 1 day, 20:03:54, time: 1.817, data_time: 0.067, memory: 16628, top1_acc: 0.5799, top5_acc: 0.7884, loss_cls: 1.8498, loss: 1.8498, grad_norm: 4.2307 2021-01-28 02:17:47,374 - mmaction - INFO - Epoch [213][340/2147] lr: 1.423e-02, eta: 1 day, 20:03:20, time: 1.465, data_time: 0.011, memory: 16628, top1_acc: 0.5571, top5_acc: 0.7857, loss_cls: 1.8748, loss: 1.8748, grad_norm: 4.2341 2021-01-28 02:18:16,404 - mmaction - INFO - Epoch [213][360/2147] lr: 1.423e-02, eta: 1 day, 20:02:45, time: 1.452, data_time: 0.003, memory: 16628, top1_acc: 0.5616, top5_acc: 0.7835, loss_cls: 1.8738, loss: 1.8738, grad_norm: 4.0449 2021-01-28 02:18:46,068 - mmaction - INFO - Epoch [213][380/2147] lr: 1.423e-02, eta: 1 day, 20:02:11, time: 1.481, data_time: 0.002, memory: 16628, top1_acc: 0.5522, top5_acc: 0.7696, loss_cls: 1.9256, loss: 1.9256, grad_norm: 4.1739 2021-01-28 02:19:16,066 - mmaction - INFO - Epoch [213][400/2147] lr: 1.423e-02, eta: 1 day, 20:01:36, time: 1.495, data_time: 0.005, memory: 16628, top1_acc: 0.5527, top5_acc: 0.7817, loss_cls: 1.9135, loss: 1.9135, grad_norm: 4.1602 2021-01-28 02:19:46,135 - mmaction - INFO - Epoch [213][420/2147] lr: 1.423e-02, eta: 1 day, 20:01:02, time: 1.510, data_time: 0.014, memory: 16628, top1_acc: 0.5821, top5_acc: 0.8112, loss_cls: 1.7830, loss: 1.7830, grad_norm: 4.0888 2021-01-28 02:20:17,098 - mmaction - INFO - Epoch [213][440/2147] lr: 1.423e-02, eta: 1 day, 20:00:27, time: 1.542, data_time: 0.003, memory: 16628, top1_acc: 0.5656, top5_acc: 0.7853, loss_cls: 1.8043, loss: 1.8043, grad_norm: 4.2025 2021-01-28 02:20:48,159 - mmaction - INFO - Epoch [213][460/2147] lr: 1.423e-02, eta: 1 day, 19:59:53, time: 1.559, data_time: 0.015, memory: 16628, top1_acc: 0.5732, top5_acc: 0.7759, loss_cls: 1.8517, loss: 1.8517, grad_norm: 4.1183 2021-01-28 02:21:17,000 - mmaction - INFO - Epoch [213][480/2147] lr: 1.423e-02, eta: 1 day, 19:59:19, time: 1.440, data_time: 0.004, memory: 16628, top1_acc: 0.5638, top5_acc: 0.7763, loss_cls: 1.8942, loss: 1.8942, grad_norm: 4.2243 2021-01-28 02:21:55,999 - mmaction - INFO - Epoch [213][500/2147] lr: 1.423e-02, eta: 1 day, 19:58:46, time: 1.943, data_time: 0.008, memory: 16628, top1_acc: 0.5473, top5_acc: 0.7741, loss_cls: 1.9224, loss: 1.9224, grad_norm: 4.2457 2021-01-28 02:22:24,680 - mmaction - INFO - Epoch [213][520/2147] lr: 1.423e-02, eta: 1 day, 19:58:11, time: 1.440, data_time: 0.015, memory: 16628, top1_acc: 0.5670, top5_acc: 0.7915, loss_cls: 1.8428, loss: 1.8428, grad_norm: 4.0839 2021-01-28 02:22:56,736 - mmaction - INFO - Epoch [213][540/2147] lr: 1.423e-02, eta: 1 day, 19:57:37, time: 1.563, data_time: 0.006, memory: 16628, top1_acc: 0.5683, top5_acc: 0.7933, loss_cls: 1.8341, loss: 1.8341, grad_norm: 4.0991 2021-01-28 02:23:25,698 - mmaction - INFO - Epoch [213][560/2147] lr: 1.423e-02, eta: 1 day, 19:57:02, time: 1.487, data_time: 0.048, memory: 16628, top1_acc: 0.5661, top5_acc: 0.7853, loss_cls: 1.8596, loss: 1.8596, grad_norm: 4.1213 2021-01-28 02:23:54,360 - mmaction - INFO - Epoch [213][580/2147] lr: 1.423e-02, eta: 1 day, 19:56:28, time: 1.437, data_time: 0.007, memory: 16628, top1_acc: 0.5652, top5_acc: 0.7759, loss_cls: 1.9209, loss: 1.9209, grad_norm: 4.1889 2021-01-28 02:24:23,295 - mmaction - INFO - Epoch [213][600/2147] lr: 1.423e-02, eta: 1 day, 19:55:53, time: 1.447, data_time: 0.003, memory: 16628, top1_acc: 0.5522, top5_acc: 0.7692, loss_cls: 1.9367, loss: 1.9367, grad_norm: 4.1780 2021-01-28 02:24:52,672 - mmaction - INFO - Epoch [213][620/2147] lr: 1.423e-02, eta: 1 day, 19:55:18, time: 1.466, data_time: 0.003, memory: 16628, top1_acc: 0.5804, top5_acc: 0.8004, loss_cls: 1.8027, loss: 1.8027, grad_norm: 4.0471 2021-01-28 02:25:22,688 - mmaction - INFO - Epoch [213][640/2147] lr: 1.423e-02, eta: 1 day, 19:54:44, time: 1.500, data_time: 0.006, memory: 16628, top1_acc: 0.5607, top5_acc: 0.7879, loss_cls: 1.8725, loss: 1.8725, grad_norm: 4.1274 2021-01-28 02:25:53,080 - mmaction - INFO - Epoch [213][660/2147] lr: 1.423e-02, eta: 1 day, 19:54:10, time: 1.523, data_time: 0.008, memory: 16628, top1_acc: 0.5857, top5_acc: 0.7862, loss_cls: 1.7897, loss: 1.7897, grad_norm: 4.1038 2021-01-28 02:26:22,150 - mmaction - INFO - Epoch [213][680/2147] lr: 1.423e-02, eta: 1 day, 19:53:35, time: 1.452, data_time: 0.003, memory: 16628, top1_acc: 0.5848, top5_acc: 0.7839, loss_cls: 1.8387, loss: 1.8387, grad_norm: 4.2886 2021-01-28 02:26:59,377 - mmaction - INFO - Epoch [213][700/2147] lr: 1.423e-02, eta: 1 day, 19:53:02, time: 1.857, data_time: 0.007, memory: 16628, top1_acc: 0.5594, top5_acc: 0.7723, loss_cls: 1.8931, loss: 1.8931, grad_norm: 4.3129 2021-01-28 02:27:31,667 - mmaction - INFO - Epoch [213][720/2147] lr: 1.423e-02, eta: 1 day, 19:52:28, time: 1.617, data_time: 0.013, memory: 16628, top1_acc: 0.5786, top5_acc: 0.7951, loss_cls: 1.7691, loss: 1.7691, grad_norm: 4.1476 2021-01-28 02:28:06,176 - mmaction - INFO - Epoch [213][740/2147] lr: 1.423e-02, eta: 1 day, 19:51:55, time: 1.729, data_time: 0.006, memory: 16628, top1_acc: 0.5692, top5_acc: 0.7830, loss_cls: 1.8675, loss: 1.8675, grad_norm: 4.0599 2021-01-28 02:28:36,061 - mmaction - INFO - Epoch [213][760/2147] lr: 1.423e-02, eta: 1 day, 19:51:20, time: 1.495, data_time: 0.005, memory: 16628, top1_acc: 0.5558, top5_acc: 0.7741, loss_cls: 1.9027, loss: 1.9027, grad_norm: 4.1217 2021-01-28 02:29:06,992 - mmaction - INFO - Epoch [213][780/2147] lr: 1.423e-02, eta: 1 day, 19:50:46, time: 1.543, data_time: 0.068, memory: 16628, top1_acc: 0.5638, top5_acc: 0.7799, loss_cls: 1.8749, loss: 1.8749, grad_norm: 4.0491 2021-01-28 02:29:36,086 - mmaction - INFO - Epoch [213][800/2147] lr: 1.423e-02, eta: 1 day, 19:50:11, time: 1.456, data_time: 0.008, memory: 16628, top1_acc: 0.5496, top5_acc: 0.7844, loss_cls: 1.9210, loss: 1.9210, grad_norm: 4.2135 2021-01-28 02:30:07,281 - mmaction - INFO - Epoch [213][820/2147] lr: 1.423e-02, eta: 1 day, 19:49:37, time: 1.562, data_time: 0.011, memory: 16628, top1_acc: 0.5607, top5_acc: 0.7741, loss_cls: 1.9037, loss: 1.9037, grad_norm: 4.1393 2021-01-28 02:30:35,946 - mmaction - INFO - Epoch [213][840/2147] lr: 1.423e-02, eta: 1 day, 19:49:02, time: 1.433, data_time: 0.002, memory: 16628, top1_acc: 0.5621, top5_acc: 0.7732, loss_cls: 1.8669, loss: 1.8669, grad_norm: 4.1243 2021-01-28 02:31:05,119 - mmaction - INFO - Epoch [213][860/2147] lr: 1.423e-02, eta: 1 day, 19:48:28, time: 1.458, data_time: 0.002, memory: 16628, top1_acc: 0.5835, top5_acc: 0.7759, loss_cls: 1.8435, loss: 1.8435, grad_norm: 4.1340 2021-01-28 02:31:37,212 - mmaction - INFO - Epoch [213][880/2147] lr: 1.423e-02, eta: 1 day, 19:47:54, time: 1.604, data_time: 0.068, memory: 16628, top1_acc: 0.5621, top5_acc: 0.7812, loss_cls: 1.9051, loss: 1.9051, grad_norm: 4.0999 2021-01-28 02:32:10,896 - mmaction - INFO - Epoch [213][900/2147] lr: 1.423e-02, eta: 1 day, 19:47:20, time: 1.681, data_time: 0.052, memory: 16628, top1_acc: 0.5705, top5_acc: 0.7795, loss_cls: 1.8664, loss: 1.8664, grad_norm: 4.1201 2021-01-28 02:32:41,130 - mmaction - INFO - Epoch [213][920/2147] lr: 1.423e-02, eta: 1 day, 19:46:45, time: 1.515, data_time: 0.007, memory: 16628, top1_acc: 0.5656, top5_acc: 0.7723, loss_cls: 1.8682, loss: 1.8682, grad_norm: 4.2043 2021-01-28 02:33:11,561 - mmaction - INFO - Epoch [213][940/2147] lr: 1.423e-02, eta: 1 day, 19:46:11, time: 1.520, data_time: 0.005, memory: 16628, top1_acc: 0.5621, top5_acc: 0.7786, loss_cls: 1.8520, loss: 1.8520, grad_norm: 4.1314 2021-01-28 02:33:43,414 - mmaction - INFO - Epoch [213][960/2147] lr: 1.423e-02, eta: 1 day, 19:45:37, time: 1.592, data_time: 0.019, memory: 16628, top1_acc: 0.5598, top5_acc: 0.7830, loss_cls: 1.8733, loss: 1.8733, grad_norm: 4.1495 2021-01-28 02:34:12,587 - mmaction - INFO - Epoch [213][980/2147] lr: 1.423e-02, eta: 1 day, 19:45:02, time: 1.463, data_time: 0.006, memory: 16628, top1_acc: 0.5603, top5_acc: 0.7772, loss_cls: 1.8977, loss: 1.8977, grad_norm: 4.0861 2021-01-28 02:34:48,193 - mmaction - INFO - Epoch [213][1000/2147] lr: 1.423e-02, eta: 1 day, 19:44:29, time: 1.776, data_time: 0.006, memory: 16628, top1_acc: 0.5496, top5_acc: 0.7746, loss_cls: 1.9563, loss: 1.9563, grad_norm: 4.1500 2021-01-28 02:35:19,914 - mmaction - INFO - Epoch [213][1020/2147] lr: 1.423e-02, eta: 1 day, 19:43:55, time: 1.582, data_time: 0.008, memory: 16628, top1_acc: 0.5580, top5_acc: 0.7871, loss_cls: 1.8445, loss: 1.8445, grad_norm: 4.1034 2021-01-28 02:35:52,478 - mmaction - INFO - Epoch [213][1040/2147] lr: 1.423e-02, eta: 1 day, 19:43:21, time: 1.634, data_time: 0.017, memory: 16628, top1_acc: 0.5491, top5_acc: 0.7665, loss_cls: 1.9701, loss: 1.9701, grad_norm: 4.2347 2021-01-28 02:36:22,951 - mmaction - INFO - Epoch [213][1060/2147] lr: 1.423e-02, eta: 1 day, 19:42:47, time: 1.526, data_time: 0.008, memory: 16628, top1_acc: 0.5674, top5_acc: 0.7897, loss_cls: 1.8486, loss: 1.8486, grad_norm: 4.0828 2021-01-28 02:36:59,223 - mmaction - INFO - Epoch [213][1080/2147] lr: 1.423e-02, eta: 1 day, 19:42:14, time: 1.811, data_time: 0.004, memory: 16628, top1_acc: 0.5558, top5_acc: 0.7844, loss_cls: 1.8976, loss: 1.8976, grad_norm: 4.1731 2021-01-28 02:37:28,329 - mmaction - INFO - Epoch [213][1100/2147] lr: 1.423e-02, eta: 1 day, 19:41:39, time: 1.458, data_time: 0.009, memory: 16628, top1_acc: 0.5460, top5_acc: 0.7737, loss_cls: 1.9135, loss: 1.9135, grad_norm: 4.2672 2021-01-28 02:38:03,867 - mmaction - INFO - Epoch [213][1120/2147] lr: 1.423e-02, eta: 1 day, 19:41:06, time: 1.770, data_time: 0.005, memory: 16628, top1_acc: 0.5496, top5_acc: 0.7741, loss_cls: 1.9208, loss: 1.9208, grad_norm: 4.1582 2021-01-28 02:38:35,101 - mmaction - INFO - Epoch [213][1140/2147] lr: 1.423e-02, eta: 1 day, 19:40:31, time: 1.570, data_time: 0.013, memory: 16628, top1_acc: 0.5719, top5_acc: 0.7884, loss_cls: 1.8271, loss: 1.8271, grad_norm: 4.0395 2021-01-28 02:39:05,902 - mmaction - INFO - Epoch [213][1160/2147] lr: 1.423e-02, eta: 1 day, 19:39:57, time: 1.537, data_time: 0.001, memory: 16628, top1_acc: 0.5402, top5_acc: 0.7670, loss_cls: 1.9326, loss: 1.9326, grad_norm: 4.1891 2021-01-28 02:39:37,418 - mmaction - INFO - Epoch [213][1180/2147] lr: 1.423e-02, eta: 1 day, 19:39:23, time: 1.573, data_time: 0.007, memory: 16628, top1_acc: 0.5670, top5_acc: 0.7987, loss_cls: 1.8435, loss: 1.8435, grad_norm: 4.2554 2021-01-28 02:40:07,103 - mmaction - INFO - Epoch [213][1200/2147] lr: 1.423e-02, eta: 1 day, 19:38:48, time: 1.486, data_time: 0.009, memory: 16628, top1_acc: 0.5665, top5_acc: 0.7897, loss_cls: 1.8535, loss: 1.8535, grad_norm: 4.1395 2021-01-28 02:40:39,511 - mmaction - INFO - Epoch [213][1220/2147] lr: 1.423e-02, eta: 1 day, 19:38:14, time: 1.616, data_time: 0.007, memory: 16628, top1_acc: 0.5420, top5_acc: 0.7705, loss_cls: 1.9145, loss: 1.9145, grad_norm: 4.1817 2021-01-28 02:41:12,698 - mmaction - INFO - Epoch [213][1240/2147] lr: 1.423e-02, eta: 1 day, 19:37:41, time: 1.667, data_time: 0.019, memory: 16628, top1_acc: 0.5674, top5_acc: 0.7884, loss_cls: 1.8353, loss: 1.8353, grad_norm: 4.1871 2021-01-28 02:41:41,998 - mmaction - INFO - Epoch [213][1260/2147] lr: 1.423e-02, eta: 1 day, 19:37:06, time: 1.437, data_time: 0.006, memory: 16628, top1_acc: 0.5674, top5_acc: 0.7772, loss_cls: 1.8916, loss: 1.8916, grad_norm: 4.2357 2021-01-28 02:42:16,205 - mmaction - INFO - Epoch [213][1280/2147] lr: 1.423e-02, eta: 1 day, 19:36:33, time: 1.739, data_time: 0.036, memory: 16628, top1_acc: 0.5737, top5_acc: 0.7728, loss_cls: 1.8784, loss: 1.8784, grad_norm: 4.1105 2021-01-28 02:42:45,861 - mmaction - INFO - Epoch [213][1300/2147] lr: 1.423e-02, eta: 1 day, 19:35:58, time: 1.481, data_time: 0.008, memory: 16628, top1_acc: 0.5455, top5_acc: 0.7763, loss_cls: 1.8695, loss: 1.8695, grad_norm: 4.1099 2021-01-28 02:43:15,118 - mmaction - INFO - Epoch [213][1320/2147] lr: 1.423e-02, eta: 1 day, 19:35:23, time: 1.464, data_time: 0.005, memory: 16628, top1_acc: 0.5531, top5_acc: 0.7812, loss_cls: 1.8896, loss: 1.8896, grad_norm: 4.2339 2021-01-28 02:43:45,297 - mmaction - INFO - Epoch [213][1340/2147] lr: 1.423e-02, eta: 1 day, 19:34:49, time: 1.510, data_time: 0.007, memory: 16628, top1_acc: 0.5536, top5_acc: 0.7754, loss_cls: 1.9331, loss: 1.9331, grad_norm: 4.3038 2021-01-28 02:44:16,568 - mmaction - INFO - Epoch [213][1360/2147] lr: 1.423e-02, eta: 1 day, 19:34:15, time: 1.560, data_time: 0.006, memory: 16628, top1_acc: 0.5540, top5_acc: 0.7741, loss_cls: 1.9142, loss: 1.9142, grad_norm: 4.2949 2021-01-28 02:44:48,280 - mmaction - INFO - Epoch [213][1380/2147] lr: 1.423e-02, eta: 1 day, 19:33:41, time: 1.587, data_time: 0.007, memory: 16628, top1_acc: 0.5576, top5_acc: 0.7795, loss_cls: 1.8674, loss: 1.8674, grad_norm: 4.1916 2021-01-28 02:45:18,984 - mmaction - INFO - Epoch [213][1400/2147] lr: 1.423e-02, eta: 1 day, 19:33:06, time: 1.537, data_time: 0.008, memory: 16628, top1_acc: 0.5451, top5_acc: 0.7799, loss_cls: 1.9031, loss: 1.9031, grad_norm: 4.2337 2021-01-28 02:45:47,724 - mmaction - INFO - Epoch [213][1420/2147] lr: 1.423e-02, eta: 1 day, 19:32:32, time: 1.438, data_time: 0.003, memory: 16628, top1_acc: 0.5612, top5_acc: 0.7821, loss_cls: 1.8444, loss: 1.8444, grad_norm: 4.2625 2021-01-28 02:46:16,782 - mmaction - INFO - Epoch [213][1440/2147] lr: 1.423e-02, eta: 1 day, 19:31:57, time: 1.449, data_time: 0.005, memory: 16628, top1_acc: 0.5625, top5_acc: 0.7875, loss_cls: 1.8437, loss: 1.8437, grad_norm: 4.1467 2021-01-28 02:46:51,499 - mmaction - INFO - Epoch [213][1460/2147] lr: 1.423e-02, eta: 1 day, 19:31:24, time: 1.740, data_time: 0.007, memory: 16628, top1_acc: 0.5674, top5_acc: 0.7879, loss_cls: 1.8472, loss: 1.8472, grad_norm: 4.1343 2021-01-28 02:47:20,691 - mmaction - INFO - Epoch [213][1480/2147] lr: 1.423e-02, eta: 1 day, 19:30:49, time: 1.457, data_time: 0.005, memory: 16628, top1_acc: 0.5487, top5_acc: 0.7759, loss_cls: 1.9150, loss: 1.9150, grad_norm: 4.1432 2021-01-28 02:47:50,773 - mmaction - INFO - Epoch [213][1500/2147] lr: 1.423e-02, eta: 1 day, 19:30:15, time: 1.507, data_time: 0.011, memory: 16628, top1_acc: 0.5545, top5_acc: 0.7754, loss_cls: 1.9204, loss: 1.9204, grad_norm: 4.1745 2021-01-28 02:48:20,253 - mmaction - INFO - Epoch [213][1520/2147] lr: 1.423e-02, eta: 1 day, 19:29:40, time: 1.472, data_time: 0.001, memory: 16628, top1_acc: 0.5607, top5_acc: 0.7790, loss_cls: 1.8923, loss: 1.8923, grad_norm: 4.1988 2021-01-28 02:48:51,067 - mmaction - INFO - Epoch [213][1540/2147] lr: 1.423e-02, eta: 1 day, 19:29:06, time: 1.540, data_time: 0.004, memory: 16628, top1_acc: 0.5536, top5_acc: 0.7781, loss_cls: 1.8821, loss: 1.8821, grad_norm: 4.1977 2021-01-28 02:49:21,727 - mmaction - INFO - Epoch [213][1560/2147] lr: 1.423e-02, eta: 1 day, 19:28:31, time: 1.533, data_time: 0.005, memory: 16628, top1_acc: 0.5455, top5_acc: 0.7812, loss_cls: 1.8649, loss: 1.8649, grad_norm: 4.1890 2021-01-28 02:49:51,606 - mmaction - INFO - Epoch [213][1580/2147] lr: 1.423e-02, eta: 1 day, 19:27:57, time: 1.486, data_time: 0.004, memory: 16628, top1_acc: 0.5446, top5_acc: 0.7585, loss_cls: 1.9743, loss: 1.9743, grad_norm: 4.1957 2021-01-28 02:50:21,241 - mmaction - INFO - Epoch [213][1600/2147] lr: 1.423e-02, eta: 1 day, 19:27:22, time: 1.487, data_time: 0.012, memory: 16628, top1_acc: 0.5513, top5_acc: 0.7687, loss_cls: 1.9014, loss: 1.9014, grad_norm: 4.1901 2021-01-28 02:50:50,310 - mmaction - INFO - Epoch [213][1620/2147] lr: 1.423e-02, eta: 1 day, 19:26:48, time: 1.458, data_time: 0.009, memory: 16628, top1_acc: 0.5594, top5_acc: 0.7821, loss_cls: 1.9038, loss: 1.9038, grad_norm: 4.0878 2021-01-28 02:51:20,849 - mmaction - INFO - Epoch [213][1640/2147] lr: 1.423e-02, eta: 1 day, 19:26:13, time: 1.527, data_time: 0.002, memory: 16628, top1_acc: 0.5634, top5_acc: 0.7973, loss_cls: 1.8616, loss: 1.8616, grad_norm: 4.1747 2021-01-28 02:51:58,643 - mmaction - INFO - Epoch [213][1660/2147] lr: 1.423e-02, eta: 1 day, 19:25:41, time: 1.885, data_time: 0.003, memory: 16628, top1_acc: 0.5714, top5_acc: 0.7750, loss_cls: 1.8915, loss: 1.8915, grad_norm: 4.1059 2021-01-28 02:52:27,989 - mmaction - INFO - Epoch [213][1680/2147] lr: 1.423e-02, eta: 1 day, 19:25:06, time: 1.469, data_time: 0.019, memory: 16628, top1_acc: 0.5652, top5_acc: 0.7866, loss_cls: 1.8343, loss: 1.8343, grad_norm: 4.1638 2021-01-28 02:52:58,698 - mmaction - INFO - Epoch [213][1700/2147] lr: 1.423e-02, eta: 1 day, 19:24:32, time: 1.536, data_time: 0.006, memory: 16628, top1_acc: 0.5379, top5_acc: 0.7522, loss_cls: 1.9865, loss: 1.9865, grad_norm: 4.2638 2021-01-28 02:53:30,868 - mmaction - INFO - Epoch [213][1720/2147] lr: 1.423e-02, eta: 1 day, 19:23:58, time: 1.612, data_time: 0.013, memory: 16628, top1_acc: 0.5509, top5_acc: 0.7830, loss_cls: 1.9079, loss: 1.9079, grad_norm: 4.1580 2021-01-28 02:54:01,412 - mmaction - INFO - Epoch [213][1740/2147] lr: 1.423e-02, eta: 1 day, 19:23:23, time: 1.525, data_time: 0.002, memory: 16628, top1_acc: 0.5638, top5_acc: 0.7759, loss_cls: 1.8893, loss: 1.8893, grad_norm: 4.0549 2021-01-28 02:54:30,311 - mmaction - INFO - Epoch [213][1760/2147] lr: 1.423e-02, eta: 1 day, 19:22:49, time: 1.447, data_time: 0.006, memory: 16628, top1_acc: 0.5522, top5_acc: 0.7812, loss_cls: 1.8903, loss: 1.8903, grad_norm: 4.0957 2021-01-28 02:55:00,279 - mmaction - INFO - Epoch [213][1780/2147] lr: 1.423e-02, eta: 1 day, 19:22:14, time: 1.490, data_time: 0.005, memory: 16628, top1_acc: 0.5576, top5_acc: 0.7848, loss_cls: 1.9067, loss: 1.9067, grad_norm: 4.1889 2021-01-28 02:55:29,271 - mmaction - INFO - Epoch [213][1800/2147] lr: 1.423e-02, eta: 1 day, 19:21:40, time: 1.454, data_time: 0.013, memory: 16628, top1_acc: 0.5621, top5_acc: 0.7723, loss_cls: 1.8813, loss: 1.8813, grad_norm: 4.1170 2021-01-28 02:56:00,603 - mmaction - INFO - Epoch [213][1820/2147] lr: 1.423e-02, eta: 1 day, 19:21:05, time: 1.568, data_time: 0.010, memory: 16628, top1_acc: 0.5469, top5_acc: 0.7754, loss_cls: 1.9164, loss: 1.9164, grad_norm: 4.1684 2021-01-28 02:56:34,963 - mmaction - INFO - Epoch [213][1840/2147] lr: 1.423e-02, eta: 1 day, 19:20:32, time: 1.631, data_time: 0.004, memory: 16628, top1_acc: 0.5616, top5_acc: 0.7969, loss_cls: 1.8623, loss: 1.8623, grad_norm: 4.2277 2021-01-28 02:57:11,563 - mmaction - INFO - Epoch [213][1860/2147] lr: 1.423e-02, eta: 1 day, 19:19:59, time: 1.913, data_time: 0.099, memory: 16628, top1_acc: 0.5821, top5_acc: 0.7960, loss_cls: 1.7727, loss: 1.7727, grad_norm: 4.2166 2021-01-28 02:57:41,403 - mmaction - INFO - Epoch [213][1880/2147] lr: 1.423e-02, eta: 1 day, 19:19:24, time: 1.497, data_time: 0.013, memory: 16628, top1_acc: 0.5598, top5_acc: 0.7933, loss_cls: 1.8382, loss: 1.8382, grad_norm: 4.2810 2021-01-28 02:58:10,530 - mmaction - INFO - Epoch [213][1900/2147] lr: 1.423e-02, eta: 1 day, 19:18:50, time: 1.455, data_time: 0.013, memory: 16628, top1_acc: 0.5580, top5_acc: 0.7719, loss_cls: 1.9304, loss: 1.9304, grad_norm: 4.1663 2021-01-28 02:58:39,792 - mmaction - INFO - Epoch [213][1920/2147] lr: 1.423e-02, eta: 1 day, 19:18:15, time: 1.462, data_time: 0.020, memory: 16628, top1_acc: 0.5719, top5_acc: 0.7915, loss_cls: 1.8531, loss: 1.8531, grad_norm: 4.1715 2021-01-28 02:59:09,970 - mmaction - INFO - Epoch [213][1940/2147] lr: 1.423e-02, eta: 1 day, 19:17:41, time: 1.496, data_time: 0.011, memory: 16628, top1_acc: 0.5830, top5_acc: 0.7933, loss_cls: 1.7918, loss: 1.7918, grad_norm: 4.0612 2021-01-28 02:59:40,367 - mmaction - INFO - Epoch [213][1960/2147] lr: 1.423e-02, eta: 1 day, 19:17:06, time: 1.537, data_time: 0.022, memory: 16628, top1_acc: 0.5687, top5_acc: 0.7942, loss_cls: 1.8013, loss: 1.8013, grad_norm: 4.1388 2021-01-28 03:00:09,281 - mmaction - INFO - Epoch [213][1980/2147] lr: 1.423e-02, eta: 1 day, 19:16:32, time: 1.444, data_time: 0.009, memory: 16628, top1_acc: 0.5607, top5_acc: 0.7817, loss_cls: 1.8670, loss: 1.8670, grad_norm: 4.2724 2021-01-28 03:00:39,603 - mmaction - INFO - Epoch [213][2000/2147] lr: 1.423e-02, eta: 1 day, 19:15:57, time: 1.509, data_time: 0.006, memory: 16628, top1_acc: 0.5420, top5_acc: 0.7746, loss_cls: 1.9153, loss: 1.9153, grad_norm: 4.2304 2021-01-28 03:01:08,606 - mmaction - INFO - Epoch [213][2020/2147] lr: 1.423e-02, eta: 1 day, 19:15:23, time: 1.444, data_time: 0.011, memory: 16628, top1_acc: 0.5375, top5_acc: 0.7638, loss_cls: 1.9965, loss: 1.9965, grad_norm: 4.2464 2021-01-28 03:01:44,535 - mmaction - INFO - Epoch [213][2040/2147] lr: 1.423e-02, eta: 1 day, 19:14:49, time: 1.596, data_time: 0.018, memory: 16628, top1_acc: 0.5446, top5_acc: 0.7679, loss_cls: 1.9777, loss: 1.9777, grad_norm: 4.3130 2021-01-28 03:02:16,498 - mmaction - INFO - Epoch [213][2060/2147] lr: 1.423e-02, eta: 1 day, 19:14:15, time: 1.799, data_time: 0.221, memory: 16628, top1_acc: 0.5580, top5_acc: 0.7937, loss_cls: 1.8779, loss: 1.8779, grad_norm: 4.1903 2021-01-28 03:02:46,042 - mmaction - INFO - Epoch [213][2080/2147] lr: 1.423e-02, eta: 1 day, 19:13:41, time: 1.491, data_time: 0.015, memory: 16628, top1_acc: 0.5598, top5_acc: 0.7835, loss_cls: 1.8639, loss: 1.8639, grad_norm: 4.0953 2021-01-28 03:03:16,730 - mmaction - INFO - Epoch [213][2100/2147] lr: 1.423e-02, eta: 1 day, 19:13:07, time: 1.532, data_time: 0.015, memory: 16628, top1_acc: 0.5589, top5_acc: 0.7777, loss_cls: 1.9127, loss: 1.9127, grad_norm: 4.2348 2021-01-28 03:03:48,663 - mmaction - INFO - Epoch [213][2120/2147] lr: 1.423e-02, eta: 1 day, 19:12:33, time: 1.598, data_time: 0.004, memory: 16628, top1_acc: 0.5647, top5_acc: 0.7893, loss_cls: 1.8826, loss: 1.8826, grad_norm: 4.0721 2021-01-28 03:04:19,678 - mmaction - INFO - Epoch [213][2140/2147] lr: 1.423e-02, eta: 1 day, 19:11:58, time: 1.550, data_time: 0.010, memory: 16628, top1_acc: 0.5647, top5_acc: 0.7772, loss_cls: 1.8696, loss: 1.8696, grad_norm: 4.0094 2021-01-28 03:11:47,064 - mmaction - INFO - Epoch [214][20/2147] lr: 1.360e-02, eta: 1 day, 19:12:27, time: 20.619, data_time: 18.383, memory: 16628, top1_acc: 0.5804, top5_acc: 0.8067, loss_cls: 1.7800, loss: 1.7800, grad_norm: 4.1398 2021-01-28 03:12:23,021 - mmaction - INFO - Epoch [214][40/2147] lr: 1.360e-02, eta: 1 day, 19:11:54, time: 1.871, data_time: 0.087, memory: 16628, top1_acc: 0.5835, top5_acc: 0.7884, loss_cls: 1.8129, loss: 1.8129, grad_norm: 4.1412 2021-01-28 03:12:56,200 - mmaction - INFO - Epoch [214][60/2147] lr: 1.360e-02, eta: 1 day, 19:11:20, time: 1.648, data_time: 0.046, memory: 16628, top1_acc: 0.5692, top5_acc: 0.7629, loss_cls: 1.9034, loss: 1.9034, grad_norm: 4.1618 2021-01-28 03:13:33,111 - mmaction - INFO - Epoch [214][80/2147] lr: 1.360e-02, eta: 1 day, 19:10:47, time: 1.860, data_time: 0.252, memory: 16628, top1_acc: 0.5750, top5_acc: 0.7853, loss_cls: 1.8126, loss: 1.8126, grad_norm: 4.0960 2021-01-28 03:14:02,497 - mmaction - INFO - Epoch [214][100/2147] lr: 1.360e-02, eta: 1 day, 19:10:13, time: 1.470, data_time: 0.010, memory: 16628, top1_acc: 0.5687, top5_acc: 0.7853, loss_cls: 1.8345, loss: 1.8345, grad_norm: 4.2056 2021-01-28 03:14:32,759 - mmaction - INFO - Epoch [214][120/2147] lr: 1.360e-02, eta: 1 day, 19:09:38, time: 1.515, data_time: 0.007, memory: 16628, top1_acc: 0.5746, top5_acc: 0.7853, loss_cls: 1.8261, loss: 1.8261, grad_norm: 4.2193 2021-01-28 03:15:02,807 - mmaction - INFO - Epoch [214][140/2147] lr: 1.360e-02, eta: 1 day, 19:09:04, time: 1.503, data_time: 0.009, memory: 16628, top1_acc: 0.5683, top5_acc: 0.7964, loss_cls: 1.8241, loss: 1.8241, grad_norm: 4.1260 2021-01-28 03:15:33,425 - mmaction - INFO - Epoch [214][160/2147] lr: 1.360e-02, eta: 1 day, 19:08:29, time: 1.530, data_time: 0.003, memory: 16628, top1_acc: 0.5612, top5_acc: 0.7812, loss_cls: 1.8765, loss: 1.8765, grad_norm: 4.1979 2021-01-28 03:16:02,994 - mmaction - INFO - Epoch [214][180/2147] lr: 1.360e-02, eta: 1 day, 19:07:55, time: 1.476, data_time: 0.002, memory: 16628, top1_acc: 0.5629, top5_acc: 0.7893, loss_cls: 1.8691, loss: 1.8691, grad_norm: 4.1794 2021-01-28 03:16:31,941 - mmaction - INFO - Epoch [214][200/2147] lr: 1.360e-02, eta: 1 day, 19:07:20, time: 1.448, data_time: 0.010, memory: 16628, top1_acc: 0.5496, top5_acc: 0.7795, loss_cls: 1.8846, loss: 1.8846, grad_norm: 4.1097 2021-01-28 03:17:14,148 - mmaction - INFO - Epoch [214][220/2147] lr: 1.360e-02, eta: 1 day, 19:06:48, time: 2.103, data_time: 0.260, memory: 16628, top1_acc: 0.5679, top5_acc: 0.7911, loss_cls: 1.8020, loss: 1.8020, grad_norm: 4.1021 2021-01-28 03:17:44,150 - mmaction - INFO - Epoch [214][240/2147] lr: 1.360e-02, eta: 1 day, 19:06:14, time: 1.507, data_time: 0.012, memory: 16628, top1_acc: 0.5790, top5_acc: 0.7893, loss_cls: 1.8416, loss: 1.8416, grad_norm: 4.0716 2021-01-28 03:18:14,652 - mmaction - INFO - Epoch [214][260/2147] lr: 1.360e-02, eta: 1 day, 19:05:39, time: 1.522, data_time: 0.005, memory: 16628, top1_acc: 0.5652, top5_acc: 0.7687, loss_cls: 1.8900, loss: 1.8900, grad_norm: 4.1926 2021-01-28 03:18:47,099 - mmaction - INFO - Epoch [214][280/2147] lr: 1.360e-02, eta: 1 day, 19:05:05, time: 1.624, data_time: 0.011, memory: 16628, top1_acc: 0.5705, top5_acc: 0.7875, loss_cls: 1.8589, loss: 1.8589, grad_norm: 4.1933 2021-01-28 03:19:16,224 - mmaction - INFO - Epoch [214][300/2147] lr: 1.360e-02, eta: 1 day, 19:04:31, time: 1.459, data_time: 0.010, memory: 16628, top1_acc: 0.5839, top5_acc: 0.7911, loss_cls: 1.7712, loss: 1.7712, grad_norm: 4.0634 2021-01-28 03:19:47,500 - mmaction - INFO - Epoch [214][320/2147] lr: 1.360e-02, eta: 1 day, 19:03:57, time: 1.563, data_time: 0.004, memory: 16628, top1_acc: 0.5705, top5_acc: 0.7799, loss_cls: 1.8794, loss: 1.8794, grad_norm: 4.1994 2021-01-28 03:20:16,648 - mmaction - INFO - Epoch [214][340/2147] lr: 1.360e-02, eta: 1 day, 19:03:22, time: 1.454, data_time: 0.004, memory: 16628, top1_acc: 0.5576, top5_acc: 0.7839, loss_cls: 1.8640, loss: 1.8640, grad_norm: 4.2373 2021-01-28 03:20:47,537 - mmaction - INFO - Epoch [214][360/2147] lr: 1.360e-02, eta: 1 day, 19:02:48, time: 1.546, data_time: 0.009, memory: 16628, top1_acc: 0.5616, top5_acc: 0.7786, loss_cls: 1.8704, loss: 1.8704, grad_norm: 4.1295 2021-01-28 03:21:16,226 - mmaction - INFO - Epoch [214][380/2147] lr: 1.360e-02, eta: 1 day, 19:02:13, time: 1.436, data_time: 0.009, memory: 16628, top1_acc: 0.5759, top5_acc: 0.7884, loss_cls: 1.8014, loss: 1.8014, grad_norm: 3.9697 2021-01-28 03:21:55,398 - mmaction - INFO - Epoch [214][400/2147] lr: 1.360e-02, eta: 1 day, 19:01:40, time: 1.958, data_time: 0.008, memory: 16628, top1_acc: 0.5656, top5_acc: 0.7754, loss_cls: 1.8738, loss: 1.8738, grad_norm: 4.1046 2021-01-28 03:22:26,161 - mmaction - INFO - Epoch [214][420/2147] lr: 1.360e-02, eta: 1 day, 19:01:06, time: 1.539, data_time: 0.006, memory: 16628, top1_acc: 0.5897, top5_acc: 0.7973, loss_cls: 1.7833, loss: 1.7833, grad_norm: 3.9965 2021-01-28 03:23:04,048 - mmaction - INFO - Epoch [214][440/2147] lr: 1.360e-02, eta: 1 day, 19:00:33, time: 1.893, data_time: 0.006, memory: 16628, top1_acc: 0.5696, top5_acc: 0.7853, loss_cls: 1.8605, loss: 1.8605, grad_norm: 4.2451 2021-01-28 03:23:34,294 - mmaction - INFO - Epoch [214][460/2147] lr: 1.360e-02, eta: 1 day, 18:59:59, time: 1.515, data_time: 0.006, memory: 16628, top1_acc: 0.5625, top5_acc: 0.7920, loss_cls: 1.8101, loss: 1.8101, grad_norm: 4.2403 2021-01-28 03:24:04,071 - mmaction - INFO - Epoch [214][480/2147] lr: 1.360e-02, eta: 1 day, 18:59:24, time: 1.489, data_time: 0.002, memory: 16628, top1_acc: 0.5705, top5_acc: 0.7964, loss_cls: 1.8327, loss: 1.8327, grad_norm: 4.1720 2021-01-28 03:24:32,631 - mmaction - INFO - Epoch [214][500/2147] lr: 1.360e-02, eta: 1 day, 18:58:50, time: 1.428, data_time: 0.003, memory: 16628, top1_acc: 0.5692, top5_acc: 0.7857, loss_cls: 1.8452, loss: 1.8452, grad_norm: 4.1523 2021-01-28 03:25:02,335 - mmaction - INFO - Epoch [214][520/2147] lr: 1.360e-02, eta: 1 day, 18:58:15, time: 1.482, data_time: 0.005, memory: 16628, top1_acc: 0.5670, top5_acc: 0.7866, loss_cls: 1.8443, loss: 1.8443, grad_norm: 4.2896 2021-01-28 03:25:32,136 - mmaction - INFO - Epoch [214][540/2147] lr: 1.360e-02, eta: 1 day, 18:57:41, time: 1.479, data_time: 0.006, memory: 16628, top1_acc: 0.5589, top5_acc: 0.7812, loss_cls: 1.8809, loss: 1.8809, grad_norm: 4.1528 2021-01-28 03:26:03,799 - mmaction - INFO - Epoch [214][560/2147] lr: 1.360e-02, eta: 1 day, 18:57:07, time: 1.597, data_time: 0.015, memory: 16628, top1_acc: 0.5612, top5_acc: 0.7687, loss_cls: 1.8909, loss: 1.8909, grad_norm: 4.2474 2021-01-28 03:26:35,886 - mmaction - INFO - Epoch [214][580/2147] lr: 1.360e-02, eta: 1 day, 18:56:32, time: 1.562, data_time: 0.002, memory: 16628, top1_acc: 0.5594, top5_acc: 0.7728, loss_cls: 1.8736, loss: 1.8736, grad_norm: 4.2333 2021-01-28 03:27:08,940 - mmaction - INFO - Epoch [214][600/2147] lr: 1.360e-02, eta: 1 day, 18:55:59, time: 1.695, data_time: 0.054, memory: 16628, top1_acc: 0.5687, top5_acc: 0.7915, loss_cls: 1.8306, loss: 1.8306, grad_norm: 4.1369 2021-01-28 03:27:41,500 - mmaction - INFO - Epoch [214][620/2147] lr: 1.360e-02, eta: 1 day, 18:55:25, time: 1.626, data_time: 0.004, memory: 16628, top1_acc: 0.5558, top5_acc: 0.7862, loss_cls: 1.8874, loss: 1.8874, grad_norm: 4.1928 2021-01-28 03:28:12,173 - mmaction - INFO - Epoch [214][640/2147] lr: 1.360e-02, eta: 1 day, 18:54:50, time: 1.536, data_time: 0.019, memory: 16628, top1_acc: 0.5661, top5_acc: 0.7955, loss_cls: 1.8112, loss: 1.8112, grad_norm: 4.1972 2021-01-28 03:28:41,234 - mmaction - INFO - Epoch [214][660/2147] lr: 1.360e-02, eta: 1 day, 18:54:16, time: 1.451, data_time: 0.002, memory: 16628, top1_acc: 0.5839, top5_acc: 0.7933, loss_cls: 1.8453, loss: 1.8453, grad_norm: 4.1506 2021-01-28 03:29:11,119 - mmaction - INFO - Epoch [214][680/2147] lr: 1.360e-02, eta: 1 day, 18:53:41, time: 1.486, data_time: 0.008, memory: 16628, top1_acc: 0.5594, top5_acc: 0.7884, loss_cls: 1.8402, loss: 1.8402, grad_norm: 4.2168 2021-01-28 03:29:40,015 - mmaction - INFO - Epoch [214][700/2147] lr: 1.360e-02, eta: 1 day, 18:53:07, time: 1.456, data_time: 0.015, memory: 16628, top1_acc: 0.5643, top5_acc: 0.7687, loss_cls: 1.8903, loss: 1.8903, grad_norm: 4.2838 2021-01-28 03:30:16,471 - mmaction - INFO - Epoch [214][720/2147] lr: 1.360e-02, eta: 1 day, 18:52:34, time: 1.820, data_time: 0.004, memory: 16628, top1_acc: 0.5665, top5_acc: 0.7893, loss_cls: 1.8357, loss: 1.8357, grad_norm: 4.2256 2021-01-28 03:30:45,356 - mmaction - INFO - Epoch [214][740/2147] lr: 1.360e-02, eta: 1 day, 18:51:59, time: 1.445, data_time: 0.009, memory: 16628, top1_acc: 0.5714, top5_acc: 0.7879, loss_cls: 1.8529, loss: 1.8529, grad_norm: 4.1719 2021-01-28 03:31:15,453 - mmaction - INFO - Epoch [214][760/2147] lr: 1.360e-02, eta: 1 day, 18:51:24, time: 1.502, data_time: 0.005, memory: 16628, top1_acc: 0.5777, top5_acc: 0.7808, loss_cls: 1.8277, loss: 1.8277, grad_norm: 4.2236 2021-01-28 03:31:48,879 - mmaction - INFO - Epoch [214][780/2147] lr: 1.360e-02, eta: 1 day, 18:50:51, time: 1.673, data_time: 0.007, memory: 16628, top1_acc: 0.5634, top5_acc: 0.7826, loss_cls: 1.8778, loss: 1.8778, grad_norm: 4.1261 2021-01-28 03:32:17,740 - mmaction - INFO - Epoch [214][800/2147] lr: 1.360e-02, eta: 1 day, 18:50:16, time: 1.444, data_time: 0.008, memory: 16628, top1_acc: 0.5598, top5_acc: 0.7853, loss_cls: 1.8589, loss: 1.8589, grad_norm: 4.2313 2021-01-28 03:32:47,340 - mmaction - INFO - Epoch [214][820/2147] lr: 1.360e-02, eta: 1 day, 18:49:42, time: 1.477, data_time: 0.008, memory: 16628, top1_acc: 0.5799, top5_acc: 0.7848, loss_cls: 1.8129, loss: 1.8129, grad_norm: 4.3584 2021-01-28 03:33:17,897 - mmaction - INFO - Epoch [214][840/2147] lr: 1.360e-02, eta: 1 day, 18:49:07, time: 1.528, data_time: 0.008, memory: 16628, top1_acc: 0.5701, top5_acc: 0.8022, loss_cls: 1.8098, loss: 1.8098, grad_norm: 4.3448 2021-01-28 03:33:50,090 - mmaction - INFO - Epoch [214][860/2147] lr: 1.360e-02, eta: 1 day, 18:48:33, time: 1.610, data_time: 0.007, memory: 16628, top1_acc: 0.5701, top5_acc: 0.7777, loss_cls: 1.8808, loss: 1.8808, grad_norm: 4.3755 2021-01-28 03:34:19,597 - mmaction - INFO - Epoch [214][880/2147] lr: 1.360e-02, eta: 1 day, 18:47:59, time: 1.477, data_time: 0.012, memory: 16628, top1_acc: 0.5638, top5_acc: 0.7879, loss_cls: 1.8209, loss: 1.8209, grad_norm: 4.3111 2021-01-28 03:34:48,547 - mmaction - INFO - Epoch [214][900/2147] lr: 1.360e-02, eta: 1 day, 18:47:24, time: 1.450, data_time: 0.008, memory: 16628, top1_acc: 0.5482, top5_acc: 0.7701, loss_cls: 1.9211, loss: 1.9211, grad_norm: 4.2350 2021-01-28 03:35:21,747 - mmaction - INFO - Epoch [214][920/2147] lr: 1.360e-02, eta: 1 day, 18:46:50, time: 1.659, data_time: 0.005, memory: 16628, top1_acc: 0.5692, top5_acc: 0.7871, loss_cls: 1.8337, loss: 1.8337, grad_norm: 4.2061 2021-01-28 03:35:53,875 - mmaction - INFO - Epoch [214][940/2147] lr: 1.360e-02, eta: 1 day, 18:46:16, time: 1.604, data_time: 0.009, memory: 16628, top1_acc: 0.5603, top5_acc: 0.7795, loss_cls: 1.8964, loss: 1.8964, grad_norm: 4.2076 2021-01-28 03:36:23,320 - mmaction - INFO - Epoch [214][960/2147] lr: 1.360e-02, eta: 1 day, 18:45:42, time: 1.472, data_time: 0.015, memory: 16628, top1_acc: 0.5580, top5_acc: 0.7719, loss_cls: 1.9266, loss: 1.9266, grad_norm: 4.1595 2021-01-28 03:36:57,008 - mmaction - INFO - Epoch [214][980/2147] lr: 1.360e-02, eta: 1 day, 18:45:08, time: 1.688, data_time: 0.008, memory: 16628, top1_acc: 0.5433, top5_acc: 0.7674, loss_cls: 1.9512, loss: 1.9512, grad_norm: 4.3518 2021-01-28 03:37:25,383 - mmaction - INFO - Epoch [214][1000/2147] lr: 1.360e-02, eta: 1 day, 18:44:33, time: 1.420, data_time: 0.003, memory: 16628, top1_acc: 0.5585, top5_acc: 0.7746, loss_cls: 1.9146, loss: 1.9146, grad_norm: 4.3306 2021-01-28 03:37:55,525 - mmaction - INFO - Epoch [214][1020/2147] lr: 1.360e-02, eta: 1 day, 18:43:59, time: 1.507, data_time: 0.002, memory: 16628, top1_acc: 0.5522, top5_acc: 0.7812, loss_cls: 1.9025, loss: 1.9025, grad_norm: 4.2175 2021-01-28 03:38:26,163 - mmaction - INFO - Epoch [214][1040/2147] lr: 1.360e-02, eta: 1 day, 18:43:24, time: 1.531, data_time: 0.002, memory: 16628, top1_acc: 0.5728, top5_acc: 0.8031, loss_cls: 1.7741, loss: 1.7741, grad_norm: 4.1640 2021-01-28 03:38:59,282 - mmaction - INFO - Epoch [214][1060/2147] lr: 1.360e-02, eta: 1 day, 18:42:51, time: 1.652, data_time: 0.006, memory: 16628, top1_acc: 0.5911, top5_acc: 0.8009, loss_cls: 1.7794, loss: 1.7794, grad_norm: 4.2610 2021-01-28 03:39:33,943 - mmaction - INFO - Epoch [214][1080/2147] lr: 1.360e-02, eta: 1 day, 18:42:17, time: 1.734, data_time: 0.009, memory: 16628, top1_acc: 0.5754, top5_acc: 0.7879, loss_cls: 1.8542, loss: 1.8542, grad_norm: 4.2244 2021-01-28 03:40:07,877 - mmaction - INFO - Epoch [214][1100/2147] lr: 1.360e-02, eta: 1 day, 18:41:43, time: 1.694, data_time: 0.008, memory: 16628, top1_acc: 0.5594, top5_acc: 0.7683, loss_cls: 1.8791, loss: 1.8791, grad_norm: 4.1188 2021-01-28 03:40:38,986 - mmaction - INFO - Epoch [214][1120/2147] lr: 1.360e-02, eta: 1 day, 18:41:09, time: 1.561, data_time: 0.008, memory: 16628, top1_acc: 0.5737, top5_acc: 0.7937, loss_cls: 1.8194, loss: 1.8194, grad_norm: 4.2188 2021-01-28 03:41:11,456 - mmaction - INFO - Epoch [214][1140/2147] lr: 1.360e-02, eta: 1 day, 18:40:35, time: 1.622, data_time: 0.003, memory: 16628, top1_acc: 0.5732, top5_acc: 0.7920, loss_cls: 1.8384, loss: 1.8384, grad_norm: 4.2040 2021-01-28 03:41:40,391 - mmaction - INFO - Epoch [214][1160/2147] lr: 1.360e-02, eta: 1 day, 18:40:01, time: 1.445, data_time: 0.006, memory: 16628, top1_acc: 0.5585, top5_acc: 0.7781, loss_cls: 1.9104, loss: 1.9104, grad_norm: 4.2358 2021-01-28 03:42:10,558 - mmaction - INFO - Epoch [214][1180/2147] lr: 1.360e-02, eta: 1 day, 18:39:26, time: 1.512, data_time: 0.007, memory: 16628, top1_acc: 0.5585, top5_acc: 0.7719, loss_cls: 1.9059, loss: 1.9059, grad_norm: 4.2875 2021-01-28 03:42:40,353 - mmaction - INFO - Epoch [214][1200/2147] lr: 1.360e-02, eta: 1 day, 18:38:52, time: 1.490, data_time: 0.006, memory: 16628, top1_acc: 0.5728, top5_acc: 0.7830, loss_cls: 1.8395, loss: 1.8395, grad_norm: 4.2079 2021-01-28 03:43:09,790 - mmaction - INFO - Epoch [214][1220/2147] lr: 1.360e-02, eta: 1 day, 18:38:17, time: 1.469, data_time: 0.002, memory: 16628, top1_acc: 0.5549, top5_acc: 0.7862, loss_cls: 1.8660, loss: 1.8660, grad_norm: 4.2807 2021-01-28 03:43:38,868 - mmaction - INFO - Epoch [214][1240/2147] lr: 1.360e-02, eta: 1 day, 18:37:43, time: 1.453, data_time: 0.005, memory: 16628, top1_acc: 0.5710, top5_acc: 0.7786, loss_cls: 1.8434, loss: 1.8434, grad_norm: 4.1878 2021-01-28 03:44:07,456 - mmaction - INFO - Epoch [214][1260/2147] lr: 1.360e-02, eta: 1 day, 18:37:08, time: 1.433, data_time: 0.006, memory: 16628, top1_acc: 0.5603, top5_acc: 0.7781, loss_cls: 1.9351, loss: 1.9351, grad_norm: 4.2975 2021-01-28 03:44:36,265 - mmaction - INFO - Epoch [214][1280/2147] lr: 1.360e-02, eta: 1 day, 18:36:33, time: 1.439, data_time: 0.006, memory: 16628, top1_acc: 0.5446, top5_acc: 0.7790, loss_cls: 1.9404, loss: 1.9404, grad_norm: 4.3445 2021-01-28 03:45:09,158 - mmaction - INFO - Epoch [214][1300/2147] lr: 1.360e-02, eta: 1 day, 18:35:59, time: 1.643, data_time: 0.004, memory: 16628, top1_acc: 0.5549, top5_acc: 0.7871, loss_cls: 1.8654, loss: 1.8654, grad_norm: 4.1590 2021-01-28 03:45:38,872 - mmaction - INFO - Epoch [214][1320/2147] lr: 1.360e-02, eta: 1 day, 18:35:25, time: 1.478, data_time: 0.005, memory: 16628, top1_acc: 0.5652, top5_acc: 0.7857, loss_cls: 1.8546, loss: 1.8546, grad_norm: 4.0999 2021-01-28 03:46:09,899 - mmaction - INFO - Epoch [214][1340/2147] lr: 1.360e-02, eta: 1 day, 18:34:51, time: 1.558, data_time: 0.015, memory: 16628, top1_acc: 0.5674, top5_acc: 0.7866, loss_cls: 1.8479, loss: 1.8479, grad_norm: 4.3713 2021-01-28 03:46:43,037 - mmaction - INFO - Epoch [214][1360/2147] lr: 1.360e-02, eta: 1 day, 18:34:17, time: 1.628, data_time: 0.008, memory: 16628, top1_acc: 0.5768, top5_acc: 0.7871, loss_cls: 1.8187, loss: 1.8187, grad_norm: 4.0879 2021-01-28 03:47:19,485 - mmaction - INFO - Epoch [214][1380/2147] lr: 1.360e-02, eta: 1 day, 18:33:44, time: 1.851, data_time: 0.033, memory: 16628, top1_acc: 0.5643, top5_acc: 0.7853, loss_cls: 1.8766, loss: 1.8766, grad_norm: 4.2135 2021-01-28 03:47:48,187 - mmaction - INFO - Epoch [214][1400/2147] lr: 1.360e-02, eta: 1 day, 18:33:09, time: 1.437, data_time: 0.008, memory: 16628, top1_acc: 0.5585, top5_acc: 0.7804, loss_cls: 1.8633, loss: 1.8633, grad_norm: 4.0819 2021-01-28 03:48:21,875 - mmaction - INFO - Epoch [214][1420/2147] lr: 1.360e-02, eta: 1 day, 18:32:35, time: 1.684, data_time: 0.003, memory: 16628, top1_acc: 0.5549, top5_acc: 0.7616, loss_cls: 1.9458, loss: 1.9458, grad_norm: 4.2514 2021-01-28 03:48:50,507 - mmaction - INFO - Epoch [214][1440/2147] lr: 1.360e-02, eta: 1 day, 18:32:01, time: 1.431, data_time: 0.002, memory: 16628, top1_acc: 0.5732, top5_acc: 0.7835, loss_cls: 1.8067, loss: 1.8067, grad_norm: 4.1935 2021-01-28 03:49:22,195 - mmaction - INFO - Epoch [214][1460/2147] lr: 1.360e-02, eta: 1 day, 18:31:27, time: 1.585, data_time: 0.002, memory: 16628, top1_acc: 0.5522, top5_acc: 0.7844, loss_cls: 1.9148, loss: 1.9148, grad_norm: 4.2982 2021-01-28 03:49:53,176 - mmaction - INFO - Epoch [214][1480/2147] lr: 1.360e-02, eta: 1 day, 18:30:52, time: 1.547, data_time: 0.002, memory: 16628, top1_acc: 0.5714, top5_acc: 0.7879, loss_cls: 1.8309, loss: 1.8309, grad_norm: 4.3071 2021-01-28 03:50:25,094 - mmaction - INFO - Epoch [214][1500/2147] lr: 1.360e-02, eta: 1 day, 18:30:18, time: 1.597, data_time: 0.008, memory: 16628, top1_acc: 0.5902, top5_acc: 0.7960, loss_cls: 1.8154, loss: 1.8154, grad_norm: 4.2550 2021-01-28 03:50:54,207 - mmaction - INFO - Epoch [214][1520/2147] lr: 1.360e-02, eta: 1 day, 18:29:44, time: 1.456, data_time: 0.004, memory: 16628, top1_acc: 0.5656, top5_acc: 0.7862, loss_cls: 1.8471, loss: 1.8471, grad_norm: 4.2603 2021-01-28 03:51:25,364 - mmaction - INFO - Epoch [214][1540/2147] lr: 1.360e-02, eta: 1 day, 18:29:09, time: 1.556, data_time: 0.004, memory: 16628, top1_acc: 0.5504, top5_acc: 0.7844, loss_cls: 1.8986, loss: 1.8986, grad_norm: 4.2600 2021-01-28 03:51:54,712 - mmaction - INFO - Epoch [214][1560/2147] lr: 1.360e-02, eta: 1 day, 18:28:35, time: 1.467, data_time: 0.005, memory: 16628, top1_acc: 0.5571, top5_acc: 0.7750, loss_cls: 1.9016, loss: 1.9016, grad_norm: 4.2881 2021-01-28 03:52:28,773 - mmaction - INFO - Epoch [214][1580/2147] lr: 1.360e-02, eta: 1 day, 18:28:01, time: 1.705, data_time: 0.007, memory: 16628, top1_acc: 0.5536, top5_acc: 0.7728, loss_cls: 1.8687, loss: 1.8687, grad_norm: 4.2677 2021-01-28 03:52:57,613 - mmaction - INFO - Epoch [214][1600/2147] lr: 1.360e-02, eta: 1 day, 18:27:27, time: 1.442, data_time: 0.007, memory: 16628, top1_acc: 0.5853, top5_acc: 0.8049, loss_cls: 1.7749, loss: 1.7749, grad_norm: 4.1838 2021-01-28 03:53:28,543 - mmaction - INFO - Epoch [214][1620/2147] lr: 1.360e-02, eta: 1 day, 18:26:52, time: 1.547, data_time: 0.003, memory: 16628, top1_acc: 0.5594, top5_acc: 0.7897, loss_cls: 1.8455, loss: 1.8455, grad_norm: 4.2088 2021-01-28 03:53:56,986 - mmaction - INFO - Epoch [214][1640/2147] lr: 1.360e-02, eta: 1 day, 18:26:18, time: 1.423, data_time: 0.002, memory: 16628, top1_acc: 0.5585, top5_acc: 0.7804, loss_cls: 1.8801, loss: 1.8801, grad_norm: 4.1652 2021-01-28 03:54:27,543 - mmaction - INFO - Epoch [214][1660/2147] lr: 1.360e-02, eta: 1 day, 18:25:43, time: 1.527, data_time: 0.003, memory: 16628, top1_acc: 0.5750, top5_acc: 0.7951, loss_cls: 1.8312, loss: 1.8312, grad_norm: 4.1642 2021-01-28 03:54:57,130 - mmaction - INFO - Epoch [214][1680/2147] lr: 1.360e-02, eta: 1 day, 18:25:09, time: 1.471, data_time: 0.003, memory: 16628, top1_acc: 0.5804, top5_acc: 0.7964, loss_cls: 1.8069, loss: 1.8069, grad_norm: 4.1419 2021-01-28 03:55:30,762 - mmaction - INFO - Epoch [214][1700/2147] lr: 1.360e-02, eta: 1 day, 18:24:35, time: 1.688, data_time: 0.014, memory: 16628, top1_acc: 0.5692, top5_acc: 0.7866, loss_cls: 1.8817, loss: 1.8817, grad_norm: 4.2490 2021-01-28 03:55:59,351 - mmaction - INFO - Epoch [214][1720/2147] lr: 1.360e-02, eta: 1 day, 18:24:00, time: 1.432, data_time: 0.004, memory: 16628, top1_acc: 0.5576, top5_acc: 0.7763, loss_cls: 1.8858, loss: 1.8858, grad_norm: 4.1812 2021-01-28 03:56:28,669 - mmaction - INFO - Epoch [214][1740/2147] lr: 1.360e-02, eta: 1 day, 18:23:26, time: 1.466, data_time: 0.003, memory: 16628, top1_acc: 0.5768, top5_acc: 0.7888, loss_cls: 1.8249, loss: 1.8249, grad_norm: 4.2082 2021-01-28 03:57:12,018 - mmaction - INFO - Epoch [214][1760/2147] lr: 1.360e-02, eta: 1 day, 18:22:54, time: 2.164, data_time: 0.002, memory: 16628, top1_acc: 0.5710, top5_acc: 0.7848, loss_cls: 1.8355, loss: 1.8355, grad_norm: 4.2502 2021-01-28 03:57:40,529 - mmaction - INFO - Epoch [214][1780/2147] lr: 1.360e-02, eta: 1 day, 18:22:19, time: 1.429, data_time: 0.007, memory: 16628, top1_acc: 0.5527, top5_acc: 0.7696, loss_cls: 1.9005, loss: 1.9005, grad_norm: 4.3226 2021-01-28 03:58:10,776 - mmaction - INFO - Epoch [214][1800/2147] lr: 1.360e-02, eta: 1 day, 18:21:45, time: 1.509, data_time: 0.011, memory: 16628, top1_acc: 0.5585, top5_acc: 0.7835, loss_cls: 1.8914, loss: 1.8914, grad_norm: 4.3994 2021-01-28 03:58:39,797 - mmaction - INFO - Epoch [214][1820/2147] lr: 1.360e-02, eta: 1 day, 18:21:10, time: 1.451, data_time: 0.007, memory: 16628, top1_acc: 0.5728, top5_acc: 0.7817, loss_cls: 1.8668, loss: 1.8668, grad_norm: 4.2488 2021-01-28 03:59:10,475 - mmaction - INFO - Epoch [214][1840/2147] lr: 1.360e-02, eta: 1 day, 18:20:36, time: 1.535, data_time: 0.004, memory: 16628, top1_acc: 0.5491, top5_acc: 0.7795, loss_cls: 1.9059, loss: 1.9059, grad_norm: 4.1787 2021-01-28 03:59:40,050 - mmaction - INFO - Epoch [214][1860/2147] lr: 1.360e-02, eta: 1 day, 18:20:02, time: 1.479, data_time: 0.006, memory: 16628, top1_acc: 0.5558, top5_acc: 0.7701, loss_cls: 1.9006, loss: 1.9006, grad_norm: 4.1696 2021-01-28 04:00:08,978 - mmaction - INFO - Epoch [214][1880/2147] lr: 1.360e-02, eta: 1 day, 18:19:27, time: 1.448, data_time: 0.007, memory: 16628, top1_acc: 0.5683, top5_acc: 0.7812, loss_cls: 1.8310, loss: 1.8310, grad_norm: 4.2138 2021-01-28 04:00:42,026 - mmaction - INFO - Epoch [214][1900/2147] lr: 1.360e-02, eta: 1 day, 18:18:53, time: 1.651, data_time: 0.004, memory: 16628, top1_acc: 0.5683, top5_acc: 0.7835, loss_cls: 1.8548, loss: 1.8548, grad_norm: 4.2802 2021-01-28 04:01:11,189 - mmaction - INFO - Epoch [214][1920/2147] lr: 1.360e-02, eta: 1 day, 18:18:18, time: 1.449, data_time: 0.007, memory: 16628, top1_acc: 0.5679, top5_acc: 0.7754, loss_cls: 1.8932, loss: 1.8932, grad_norm: 4.2453 2021-01-28 04:01:42,000 - mmaction - INFO - Epoch [214][1940/2147] lr: 1.360e-02, eta: 1 day, 18:17:44, time: 1.550, data_time: 0.016, memory: 16628, top1_acc: 0.5665, top5_acc: 0.7786, loss_cls: 1.8638, loss: 1.8638, grad_norm: 4.2682 2021-01-28 04:02:10,996 - mmaction - INFO - Epoch [214][1960/2147] lr: 1.360e-02, eta: 1 day, 18:17:10, time: 1.448, data_time: 0.004, memory: 16628, top1_acc: 0.5549, top5_acc: 0.7692, loss_cls: 1.9129, loss: 1.9129, grad_norm: 4.2826 2021-01-28 04:02:43,076 - mmaction - INFO - Epoch [214][1980/2147] lr: 1.360e-02, eta: 1 day, 18:16:36, time: 1.606, data_time: 0.008, memory: 16628, top1_acc: 0.5759, top5_acc: 0.7844, loss_cls: 1.8357, loss: 1.8357, grad_norm: 4.1837 2021-01-28 04:03:13,309 - mmaction - INFO - Epoch [214][2000/2147] lr: 1.360e-02, eta: 1 day, 18:16:01, time: 1.510, data_time: 0.002, memory: 16628, top1_acc: 0.5554, top5_acc: 0.7723, loss_cls: 1.9370, loss: 1.9370, grad_norm: 4.3041 2021-01-28 04:03:43,683 - mmaction - INFO - Epoch [214][2020/2147] lr: 1.360e-02, eta: 1 day, 18:15:27, time: 1.512, data_time: 0.004, memory: 16628, top1_acc: 0.5580, top5_acc: 0.7893, loss_cls: 1.8226, loss: 1.8226, grad_norm: 4.1864 2021-01-28 04:04:17,632 - mmaction - INFO - Epoch [214][2040/2147] lr: 1.360e-02, eta: 1 day, 18:14:53, time: 1.689, data_time: 0.016, memory: 16628, top1_acc: 0.5786, top5_acc: 0.7946, loss_cls: 1.8028, loss: 1.8028, grad_norm: 4.2325 2021-01-28 04:04:48,585 - mmaction - INFO - Epoch [214][2060/2147] lr: 1.360e-02, eta: 1 day, 18:14:19, time: 1.562, data_time: 0.020, memory: 16628, top1_acc: 0.5732, top5_acc: 0.7777, loss_cls: 1.8751, loss: 1.8751, grad_norm: 4.2286 2021-01-28 04:05:21,729 - mmaction - INFO - Epoch [214][2080/2147] lr: 1.360e-02, eta: 1 day, 18:13:45, time: 1.658, data_time: 0.004, memory: 16628, top1_acc: 0.5710, top5_acc: 0.7750, loss_cls: 1.8910, loss: 1.8910, grad_norm: 4.2224 2021-01-28 04:05:53,694 - mmaction - INFO - Epoch [214][2100/2147] lr: 1.360e-02, eta: 1 day, 18:13:11, time: 1.598, data_time: 0.004, memory: 16628, top1_acc: 0.5670, top5_acc: 0.7750, loss_cls: 1.8796, loss: 1.8796, grad_norm: 4.1327 2021-01-28 04:06:24,412 - mmaction - INFO - Epoch [214][2120/2147] lr: 1.360e-02, eta: 1 day, 18:12:37, time: 1.534, data_time: 0.007, memory: 16628, top1_acc: 0.5607, top5_acc: 0.7732, loss_cls: 1.8999, loss: 1.8999, grad_norm: 4.2829 2021-01-28 04:06:58,464 - mmaction - INFO - Epoch [214][2140/2147] lr: 1.360e-02, eta: 1 day, 18:12:03, time: 1.701, data_time: 0.008, memory: 16628, top1_acc: 0.5625, top5_acc: 0.7679, loss_cls: 1.9095, loss: 1.9095, grad_norm: 4.1427 2021-01-28 04:14:17,640 - mmaction - INFO - Epoch [215][20/2147] lr: 1.299e-02, eta: 1 day, 18:12:29, time: 20.420, data_time: 18.747, memory: 16628, top1_acc: 0.5710, top5_acc: 0.7933, loss_cls: 1.8218, loss: 1.8218, grad_norm: 4.1140 2021-01-28 04:14:51,081 - mmaction - INFO - Epoch [215][40/2147] lr: 1.299e-02, eta: 1 day, 18:11:55, time: 1.674, data_time: 0.011, memory: 16628, top1_acc: 0.5750, top5_acc: 0.7902, loss_cls: 1.8147, loss: 1.8147, grad_norm: 4.1133 2021-01-28 04:15:21,708 - mmaction - INFO - Epoch [215][60/2147] lr: 1.299e-02, eta: 1 day, 18:11:21, time: 1.532, data_time: 0.007, memory: 16628, top1_acc: 0.5897, top5_acc: 0.7933, loss_cls: 1.7870, loss: 1.7870, grad_norm: 4.1028 2021-01-28 04:15:50,599 - mmaction - INFO - Epoch [215][80/2147] lr: 1.299e-02, eta: 1 day, 18:10:46, time: 1.447, data_time: 0.007, memory: 16628, top1_acc: 0.5607, top5_acc: 0.7933, loss_cls: 1.8369, loss: 1.8369, grad_norm: 4.2761 2021-01-28 04:16:23,077 - mmaction - INFO - Epoch [215][100/2147] lr: 1.299e-02, eta: 1 day, 18:10:12, time: 1.624, data_time: 0.004, memory: 16628, top1_acc: 0.5705, top5_acc: 0.7906, loss_cls: 1.8239, loss: 1.8239, grad_norm: 4.2268 2021-01-28 04:16:58,968 - mmaction - INFO - Epoch [215][120/2147] lr: 1.299e-02, eta: 1 day, 18:09:39, time: 1.793, data_time: 0.006, memory: 16628, top1_acc: 0.5799, top5_acc: 0.7987, loss_cls: 1.8102, loss: 1.8102, grad_norm: 4.3386 2021-01-28 04:17:31,146 - mmaction - INFO - Epoch [215][140/2147] lr: 1.299e-02, eta: 1 day, 18:09:05, time: 1.609, data_time: 0.010, memory: 16628, top1_acc: 0.5884, top5_acc: 0.7964, loss_cls: 1.7685, loss: 1.7685, grad_norm: 4.1902 2021-01-28 04:18:01,238 - mmaction - INFO - Epoch [215][160/2147] lr: 1.299e-02, eta: 1 day, 18:08:31, time: 1.505, data_time: 0.006, memory: 16628, top1_acc: 0.5790, top5_acc: 0.8063, loss_cls: 1.7598, loss: 1.7598, grad_norm: 4.2206 2021-01-28 04:18:31,085 - mmaction - INFO - Epoch [215][180/2147] lr: 1.299e-02, eta: 1 day, 18:07:56, time: 1.496, data_time: 0.009, memory: 16628, top1_acc: 0.5531, top5_acc: 0.7777, loss_cls: 1.8853, loss: 1.8853, grad_norm: 4.2861 2021-01-28 04:18:59,861 - mmaction - INFO - Epoch [215][200/2147] lr: 1.299e-02, eta: 1 day, 18:07:22, time: 1.439, data_time: 0.004, memory: 16628, top1_acc: 0.5594, top5_acc: 0.7781, loss_cls: 1.8538, loss: 1.8538, grad_norm: 4.1453 2021-01-28 04:19:30,994 - mmaction - INFO - Epoch [215][220/2147] lr: 1.299e-02, eta: 1 day, 18:06:47, time: 1.556, data_time: 0.009, memory: 16628, top1_acc: 0.5612, top5_acc: 0.7808, loss_cls: 1.8434, loss: 1.8434, grad_norm: 4.2341 2021-01-28 04:19:59,625 - mmaction - INFO - Epoch [215][240/2147] lr: 1.299e-02, eta: 1 day, 18:06:13, time: 1.430, data_time: 0.006, memory: 16628, top1_acc: 0.5839, top5_acc: 0.7929, loss_cls: 1.8045, loss: 1.8045, grad_norm: 4.1872 2021-01-28 04:20:31,894 - mmaction - INFO - Epoch [215][260/2147] lr: 1.299e-02, eta: 1 day, 18:05:39, time: 1.611, data_time: 0.013, memory: 16628, top1_acc: 0.5759, top5_acc: 0.7902, loss_cls: 1.8045, loss: 1.8045, grad_norm: 4.1829 2021-01-28 04:21:03,308 - mmaction - INFO - Epoch [215][280/2147] lr: 1.299e-02, eta: 1 day, 18:05:04, time: 1.572, data_time: 0.007, memory: 16628, top1_acc: 0.5777, top5_acc: 0.7987, loss_cls: 1.8057, loss: 1.8057, grad_norm: 4.3411 2021-01-28 04:21:34,211 - mmaction - INFO - Epoch [215][300/2147] lr: 1.299e-02, eta: 1 day, 18:04:30, time: 1.543, data_time: 0.011, memory: 16628, top1_acc: 0.5509, top5_acc: 0.7839, loss_cls: 1.8813, loss: 1.8813, grad_norm: 4.2712 2021-01-28 04:22:05,666 - mmaction - INFO - Epoch [215][320/2147] lr: 1.299e-02, eta: 1 day, 18:03:56, time: 1.575, data_time: 0.035, memory: 16628, top1_acc: 0.5594, top5_acc: 0.7714, loss_cls: 1.9269, loss: 1.9269, grad_norm: 4.3957 2021-01-28 04:22:39,294 - mmaction - INFO - Epoch [215][340/2147] lr: 1.299e-02, eta: 1 day, 18:03:22, time: 1.684, data_time: 0.055, memory: 16628, top1_acc: 0.5683, top5_acc: 0.7866, loss_cls: 1.8240, loss: 1.8240, grad_norm: 4.2045 2021-01-28 04:23:11,038 - mmaction - INFO - Epoch [215][360/2147] lr: 1.299e-02, eta: 1 day, 18:02:48, time: 1.585, data_time: 0.002, memory: 16628, top1_acc: 0.5804, top5_acc: 0.7866, loss_cls: 1.8094, loss: 1.8094, grad_norm: 4.3301 2021-01-28 04:23:42,679 - mmaction - INFO - Epoch [215][380/2147] lr: 1.299e-02, eta: 1 day, 18:02:14, time: 1.576, data_time: 0.013, memory: 16628, top1_acc: 0.5652, top5_acc: 0.7826, loss_cls: 1.8598, loss: 1.8598, grad_norm: 4.2739 2021-01-28 04:24:11,546 - mmaction - INFO - Epoch [215][400/2147] lr: 1.299e-02, eta: 1 day, 18:01:39, time: 1.448, data_time: 0.015, memory: 16628, top1_acc: 0.5772, top5_acc: 0.7911, loss_cls: 1.7867, loss: 1.7867, grad_norm: 4.2566 2021-01-28 04:24:43,094 - mmaction - INFO - Epoch [215][420/2147] lr: 1.299e-02, eta: 1 day, 18:01:05, time: 1.581, data_time: 0.018, memory: 16628, top1_acc: 0.5795, top5_acc: 0.7888, loss_cls: 1.7963, loss: 1.7963, grad_norm: 4.2706 2021-01-28 04:25:12,746 - mmaction - INFO - Epoch [215][440/2147] lr: 1.299e-02, eta: 1 day, 18:00:31, time: 1.478, data_time: 0.002, memory: 16628, top1_acc: 0.5710, top5_acc: 0.7875, loss_cls: 1.8693, loss: 1.8693, grad_norm: 4.3373 2021-01-28 04:25:41,490 - mmaction - INFO - Epoch [215][460/2147] lr: 1.299e-02, eta: 1 day, 17:59:56, time: 1.440, data_time: 0.007, memory: 16628, top1_acc: 0.5719, top5_acc: 0.7871, loss_cls: 1.8197, loss: 1.8197, grad_norm: 4.1242 2021-01-28 04:26:11,402 - mmaction - INFO - Epoch [215][480/2147] lr: 1.299e-02, eta: 1 day, 17:59:22, time: 1.497, data_time: 0.013, memory: 16628, top1_acc: 0.5478, top5_acc: 0.7732, loss_cls: 1.9304, loss: 1.9304, grad_norm: 4.3920 2021-01-28 04:26:42,811 - mmaction - INFO - Epoch [215][500/2147] lr: 1.299e-02, eta: 1 day, 17:58:48, time: 1.553, data_time: 0.008, memory: 16628, top1_acc: 0.5701, top5_acc: 0.7978, loss_cls: 1.7978, loss: 1.7978, grad_norm: 4.1925 2021-01-28 04:27:14,280 - mmaction - INFO - Epoch [215][520/2147] lr: 1.299e-02, eta: 1 day, 17:58:13, time: 1.592, data_time: 0.021, memory: 16628, top1_acc: 0.5679, top5_acc: 0.7906, loss_cls: 1.8381, loss: 1.8381, grad_norm: 4.2997 2021-01-28 04:27:45,751 - mmaction - INFO - Epoch [215][540/2147] lr: 1.299e-02, eta: 1 day, 17:57:39, time: 1.562, data_time: 0.001, memory: 16628, top1_acc: 0.5781, top5_acc: 0.7973, loss_cls: 1.7708, loss: 1.7708, grad_norm: 4.2574 2021-01-28 04:28:16,067 - mmaction - INFO - Epoch [215][560/2147] lr: 1.299e-02, eta: 1 day, 17:57:05, time: 1.524, data_time: 0.063, memory: 16628, top1_acc: 0.5830, top5_acc: 0.7812, loss_cls: 1.7997, loss: 1.7997, grad_norm: 4.1037 2021-01-28 04:28:46,269 - mmaction - INFO - Epoch [215][580/2147] lr: 1.299e-02, eta: 1 day, 17:56:31, time: 1.512, data_time: 0.009, memory: 16628, top1_acc: 0.5710, top5_acc: 0.7955, loss_cls: 1.8273, loss: 1.8273, grad_norm: 4.1921 2021-01-28 04:29:15,268 - mmaction - INFO - Epoch [215][600/2147] lr: 1.299e-02, eta: 1 day, 17:55:56, time: 1.449, data_time: 0.002, memory: 16628, top1_acc: 0.5612, top5_acc: 0.7879, loss_cls: 1.8261, loss: 1.8261, grad_norm: 4.2378 2021-01-28 04:29:48,150 - mmaction - INFO - Epoch [215][620/2147] lr: 1.299e-02, eta: 1 day, 17:55:22, time: 1.645, data_time: 0.120, memory: 16628, top1_acc: 0.5567, top5_acc: 0.7911, loss_cls: 1.8466, loss: 1.8466, grad_norm: 4.3787 2021-01-28 04:30:19,741 - mmaction - INFO - Epoch [215][640/2147] lr: 1.299e-02, eta: 1 day, 17:54:48, time: 1.572, data_time: 0.005, memory: 16628, top1_acc: 0.5772, top5_acc: 0.7933, loss_cls: 1.7948, loss: 1.7948, grad_norm: 4.3053 2021-01-28 04:30:53,413 - mmaction - INFO - Epoch [215][660/2147] lr: 1.299e-02, eta: 1 day, 17:54:14, time: 1.684, data_time: 0.013, memory: 16628, top1_acc: 0.5674, top5_acc: 0.7960, loss_cls: 1.8435, loss: 1.8435, grad_norm: 4.2417 2021-01-28 04:31:23,989 - mmaction - INFO - Epoch [215][680/2147] lr: 1.299e-02, eta: 1 day, 17:53:40, time: 1.535, data_time: 0.012, memory: 16628, top1_acc: 0.5781, top5_acc: 0.7906, loss_cls: 1.8214, loss: 1.8214, grad_norm: 4.1821 2021-01-28 04:31:57,585 - mmaction - INFO - Epoch [215][700/2147] lr: 1.299e-02, eta: 1 day, 17:53:06, time: 1.678, data_time: 0.004, memory: 16628, top1_acc: 0.5621, top5_acc: 0.7875, loss_cls: 1.8525, loss: 1.8525, grad_norm: 4.3557 2021-01-28 04:32:29,736 - mmaction - INFO - Epoch [215][720/2147] lr: 1.299e-02, eta: 1 day, 17:52:32, time: 1.606, data_time: 0.009, memory: 16628, top1_acc: 0.5746, top5_acc: 0.7933, loss_cls: 1.8284, loss: 1.8284, grad_norm: 4.3065 2021-01-28 04:33:04,612 - mmaction - INFO - Epoch [215][740/2147] lr: 1.299e-02, eta: 1 day, 17:51:59, time: 1.748, data_time: 0.008, memory: 16628, top1_acc: 0.5540, top5_acc: 0.7679, loss_cls: 1.9205, loss: 1.9205, grad_norm: 4.2293 2021-01-28 04:33:36,262 - mmaction - INFO - Epoch [215][760/2147] lr: 1.299e-02, eta: 1 day, 17:51:25, time: 1.568, data_time: 0.006, memory: 16628, top1_acc: 0.5469, top5_acc: 0.7853, loss_cls: 1.8988, loss: 1.8988, grad_norm: 4.3309 2021-01-28 04:34:07,069 - mmaction - INFO - Epoch [215][780/2147] lr: 1.299e-02, eta: 1 day, 17:50:50, time: 1.557, data_time: 0.019, memory: 16628, top1_acc: 0.5763, top5_acc: 0.7893, loss_cls: 1.8065, loss: 1.8065, grad_norm: 4.1328 2021-01-28 04:34:38,663 - mmaction - INFO - Epoch [215][800/2147] lr: 1.299e-02, eta: 1 day, 17:50:16, time: 1.573, data_time: 0.005, memory: 16628, top1_acc: 0.5629, top5_acc: 0.7978, loss_cls: 1.8378, loss: 1.8378, grad_norm: 4.2977 2021-01-28 04:35:09,389 - mmaction - INFO - Epoch [215][820/2147] lr: 1.299e-02, eta: 1 day, 17:49:42, time: 1.544, data_time: 0.010, memory: 16628, top1_acc: 0.5763, top5_acc: 0.7937, loss_cls: 1.7930, loss: 1.7930, grad_norm: 4.1767 2021-01-28 04:35:41,423 - mmaction - INFO - Epoch [215][840/2147] lr: 1.299e-02, eta: 1 day, 17:49:08, time: 1.602, data_time: 0.004, memory: 16628, top1_acc: 0.5786, top5_acc: 0.7920, loss_cls: 1.8085, loss: 1.8085, grad_norm: 4.2895 2021-01-28 04:36:09,852 - mmaction - INFO - Epoch [215][860/2147] lr: 1.299e-02, eta: 1 day, 17:48:33, time: 1.421, data_time: 0.002, memory: 16628, top1_acc: 0.5875, top5_acc: 0.8022, loss_cls: 1.7796, loss: 1.7796, grad_norm: 4.2842 2021-01-28 04:36:43,105 - mmaction - INFO - Epoch [215][880/2147] lr: 1.299e-02, eta: 1 day, 17:47:59, time: 1.590, data_time: 0.004, memory: 16628, top1_acc: 0.5616, top5_acc: 0.7732, loss_cls: 1.8897, loss: 1.8897, grad_norm: 4.3249 2021-01-28 04:37:14,344 - mmaction - INFO - Epoch [215][900/2147] lr: 1.299e-02, eta: 1 day, 17:47:25, time: 1.618, data_time: 0.077, memory: 16628, top1_acc: 0.5500, top5_acc: 0.7906, loss_cls: 1.8526, loss: 1.8526, grad_norm: 4.2374 2021-01-28 04:37:45,191 - mmaction - INFO - Epoch [215][920/2147] lr: 1.299e-02, eta: 1 day, 17:46:51, time: 1.557, data_time: 0.023, memory: 16628, top1_acc: 0.5812, top5_acc: 0.7942, loss_cls: 1.7898, loss: 1.7898, grad_norm: 4.1568 2021-01-28 04:38:14,408 - mmaction - INFO - Epoch [215][940/2147] lr: 1.299e-02, eta: 1 day, 17:46:16, time: 1.459, data_time: 0.006, memory: 16628, top1_acc: 0.5670, top5_acc: 0.7759, loss_cls: 1.8668, loss: 1.8668, grad_norm: 4.2889 2021-01-28 04:38:46,410 - mmaction - INFO - Epoch [215][960/2147] lr: 1.299e-02, eta: 1 day, 17:45:42, time: 1.600, data_time: 0.007, memory: 16628, top1_acc: 0.5741, top5_acc: 0.7902, loss_cls: 1.8278, loss: 1.8278, grad_norm: 4.2502 2021-01-28 04:39:17,854 - mmaction - INFO - Epoch [215][980/2147] lr: 1.299e-02, eta: 1 day, 17:45:08, time: 1.571, data_time: 0.011, memory: 16628, top1_acc: 0.5804, top5_acc: 0.7911, loss_cls: 1.7780, loss: 1.7780, grad_norm: 4.1177 2021-01-28 04:39:46,588 - mmaction - INFO - Epoch [215][1000/2147] lr: 1.299e-02, eta: 1 day, 17:44:34, time: 1.439, data_time: 0.011, memory: 16628, top1_acc: 0.5768, top5_acc: 0.7879, loss_cls: 1.7956, loss: 1.7956, grad_norm: 4.3102 2021-01-28 04:40:15,715 - mmaction - INFO - Epoch [215][1020/2147] lr: 1.299e-02, eta: 1 day, 17:43:59, time: 1.450, data_time: 0.006, memory: 16628, top1_acc: 0.5772, top5_acc: 0.7937, loss_cls: 1.8227, loss: 1.8227, grad_norm: 4.2775 2021-01-28 04:40:45,232 - mmaction - INFO - Epoch [215][1040/2147] lr: 1.299e-02, eta: 1 day, 17:43:24, time: 1.484, data_time: 0.012, memory: 16628, top1_acc: 0.5737, top5_acc: 0.7893, loss_cls: 1.8082, loss: 1.8082, grad_norm: 4.2077 2021-01-28 04:41:16,142 - mmaction - INFO - Epoch [215][1060/2147] lr: 1.299e-02, eta: 1 day, 17:42:50, time: 1.546, data_time: 0.008, memory: 16628, top1_acc: 0.5638, top5_acc: 0.7871, loss_cls: 1.8184, loss: 1.8184, grad_norm: 4.3412 2021-01-28 04:41:46,388 - mmaction - INFO - Epoch [215][1080/2147] lr: 1.299e-02, eta: 1 day, 17:42:16, time: 1.482, data_time: 0.004, memory: 16628, top1_acc: 0.5594, top5_acc: 0.7679, loss_cls: 1.9561, loss: 1.9561, grad_norm: 4.4262 2021-01-28 04:42:15,626 - mmaction - INFO - Epoch [215][1100/2147] lr: 1.299e-02, eta: 1 day, 17:41:41, time: 1.493, data_time: 0.034, memory: 16628, top1_acc: 0.5491, top5_acc: 0.7830, loss_cls: 1.8678, loss: 1.8678, grad_norm: 4.3000 2021-01-28 04:42:47,122 - mmaction - INFO - Epoch [215][1120/2147] lr: 1.299e-02, eta: 1 day, 17:41:07, time: 1.574, data_time: 0.005, memory: 16628, top1_acc: 0.5665, top5_acc: 0.7844, loss_cls: 1.8691, loss: 1.8691, grad_norm: 4.4158 2021-01-28 04:43:21,065 - mmaction - INFO - Epoch [215][1140/2147] lr: 1.299e-02, eta: 1 day, 17:40:33, time: 1.697, data_time: 0.004, memory: 16628, top1_acc: 0.5772, top5_acc: 0.7964, loss_cls: 1.8075, loss: 1.8075, grad_norm: 4.3346 2021-01-28 04:43:51,224 - mmaction - INFO - Epoch [215][1160/2147] lr: 1.299e-02, eta: 1 day, 17:39:59, time: 1.505, data_time: 0.007, memory: 16628, top1_acc: 0.5634, top5_acc: 0.7888, loss_cls: 1.8598, loss: 1.8598, grad_norm: 4.2972 2021-01-28 04:44:19,842 - mmaction - INFO - Epoch [215][1180/2147] lr: 1.299e-02, eta: 1 day, 17:39:24, time: 1.432, data_time: 0.005, memory: 16628, top1_acc: 0.5692, top5_acc: 0.8085, loss_cls: 1.8008, loss: 1.8008, grad_norm: 4.2690 2021-01-28 04:44:48,476 - mmaction - INFO - Epoch [215][1200/2147] lr: 1.299e-02, eta: 1 day, 17:38:50, time: 1.431, data_time: 0.005, memory: 16628, top1_acc: 0.5598, top5_acc: 0.7830, loss_cls: 1.8711, loss: 1.8711, grad_norm: 4.2882 2021-01-28 04:45:17,109 - mmaction - INFO - Epoch [215][1220/2147] lr: 1.299e-02, eta: 1 day, 17:38:15, time: 1.433, data_time: 0.008, memory: 16628, top1_acc: 0.5576, top5_acc: 0.7821, loss_cls: 1.8794, loss: 1.8794, grad_norm: 4.3935 2021-01-28 04:45:46,419 - mmaction - INFO - Epoch [215][1240/2147] lr: 1.299e-02, eta: 1 day, 17:37:40, time: 1.462, data_time: 0.003, memory: 16628, top1_acc: 0.5442, top5_acc: 0.7804, loss_cls: 1.9177, loss: 1.9177, grad_norm: 4.3989 2021-01-28 04:46:16,901 - mmaction - INFO - Epoch [215][1260/2147] lr: 1.299e-02, eta: 1 day, 17:37:06, time: 1.525, data_time: 0.007, memory: 16628, top1_acc: 0.5603, top5_acc: 0.7906, loss_cls: 1.8310, loss: 1.8310, grad_norm: 4.2320 2021-01-28 04:47:05,115 - mmaction - INFO - Epoch [215][1280/2147] lr: 1.299e-02, eta: 1 day, 17:36:35, time: 2.410, data_time: 0.009, memory: 16628, top1_acc: 0.5652, top5_acc: 0.7848, loss_cls: 1.8517, loss: 1.8517, grad_norm: 4.2430 2021-01-28 04:47:37,900 - mmaction - INFO - Epoch [215][1300/2147] lr: 1.299e-02, eta: 1 day, 17:36:01, time: 1.642, data_time: 0.008, memory: 16628, top1_acc: 0.5629, top5_acc: 0.7871, loss_cls: 1.8646, loss: 1.8646, grad_norm: 4.3474 2021-01-28 04:48:06,515 - mmaction - INFO - Epoch [215][1320/2147] lr: 1.299e-02, eta: 1 day, 17:35:27, time: 1.433, data_time: 0.005, memory: 16628, top1_acc: 0.5879, top5_acc: 0.7964, loss_cls: 1.7988, loss: 1.7988, grad_norm: 4.2396 2021-01-28 04:48:37,979 - mmaction - INFO - Epoch [215][1340/2147] lr: 1.299e-02, eta: 1 day, 17:34:53, time: 1.572, data_time: 0.002, memory: 16628, top1_acc: 0.5576, top5_acc: 0.7929, loss_cls: 1.8681, loss: 1.8681, grad_norm: 4.2967 2021-01-28 04:49:06,886 - mmaction - INFO - Epoch [215][1360/2147] lr: 1.299e-02, eta: 1 day, 17:34:18, time: 1.445, data_time: 0.004, memory: 16628, top1_acc: 0.5714, top5_acc: 0.7906, loss_cls: 1.8567, loss: 1.8567, grad_norm: 4.2264 2021-01-28 04:49:35,921 - mmaction - INFO - Epoch [215][1380/2147] lr: 1.299e-02, eta: 1 day, 17:33:43, time: 1.453, data_time: 0.011, memory: 16628, top1_acc: 0.5656, top5_acc: 0.7857, loss_cls: 1.8331, loss: 1.8331, grad_norm: 4.3306 2021-01-28 04:50:09,419 - mmaction - INFO - Epoch [215][1400/2147] lr: 1.299e-02, eta: 1 day, 17:33:10, time: 1.673, data_time: 0.002, memory: 16628, top1_acc: 0.5763, top5_acc: 0.7866, loss_cls: 1.8454, loss: 1.8454, grad_norm: 4.3395 2021-01-28 04:50:38,450 - mmaction - INFO - Epoch [215][1420/2147] lr: 1.299e-02, eta: 1 day, 17:32:35, time: 1.449, data_time: 0.007, memory: 16628, top1_acc: 0.5589, top5_acc: 0.7826, loss_cls: 1.8781, loss: 1.8781, grad_norm: 4.4273 2021-01-28 04:51:09,535 - mmaction - INFO - Epoch [215][1440/2147] lr: 1.299e-02, eta: 1 day, 17:32:01, time: 1.556, data_time: 0.008, memory: 16628, top1_acc: 0.5603, top5_acc: 0.7888, loss_cls: 1.8603, loss: 1.8603, grad_norm: 4.3234 2021-01-28 04:51:39,165 - mmaction - INFO - Epoch [215][1460/2147] lr: 1.299e-02, eta: 1 day, 17:31:26, time: 1.482, data_time: 0.013, memory: 16628, top1_acc: 0.5580, top5_acc: 0.7906, loss_cls: 1.8309, loss: 1.8309, grad_norm: 4.3725 2021-01-28 04:52:11,248 - mmaction - INFO - Epoch [215][1480/2147] lr: 1.299e-02, eta: 1 day, 17:30:52, time: 1.598, data_time: 0.030, memory: 16628, top1_acc: 0.5554, top5_acc: 0.7683, loss_cls: 1.9233, loss: 1.9233, grad_norm: 4.3848 2021-01-28 04:52:42,909 - mmaction - INFO - Epoch [215][1500/2147] lr: 1.299e-02, eta: 1 day, 17:30:18, time: 1.592, data_time: 0.018, memory: 16628, top1_acc: 0.5683, top5_acc: 0.7670, loss_cls: 1.9065, loss: 1.9065, grad_norm: 4.2307 2021-01-28 04:53:19,924 - mmaction - INFO - Epoch [215][1520/2147] lr: 1.299e-02, eta: 1 day, 17:29:45, time: 1.848, data_time: 0.004, memory: 16628, top1_acc: 0.5576, top5_acc: 0.7790, loss_cls: 1.9008, loss: 1.9008, grad_norm: 4.3918 2021-01-28 04:53:48,997 - mmaction - INFO - Epoch [215][1540/2147] lr: 1.299e-02, eta: 1 day, 17:29:11, time: 1.457, data_time: 0.006, memory: 16628, top1_acc: 0.5710, top5_acc: 0.7821, loss_cls: 1.8327, loss: 1.8327, grad_norm: 4.2610 2021-01-28 04:54:21,652 - mmaction - INFO - Epoch [215][1560/2147] lr: 1.299e-02, eta: 1 day, 17:28:37, time: 1.628, data_time: 0.003, memory: 16628, top1_acc: 0.5687, top5_acc: 0.7862, loss_cls: 1.8553, loss: 1.8553, grad_norm: 4.3332 2021-01-28 04:54:50,216 - mmaction - INFO - Epoch [215][1580/2147] lr: 1.299e-02, eta: 1 day, 17:28:02, time: 1.434, data_time: 0.012, memory: 16628, top1_acc: 0.5687, top5_acc: 0.7871, loss_cls: 1.8251, loss: 1.8251, grad_norm: 4.3193 2021-01-28 04:55:21,141 - mmaction - INFO - Epoch [215][1600/2147] lr: 1.299e-02, eta: 1 day, 17:27:28, time: 1.537, data_time: 0.008, memory: 16628, top1_acc: 0.5786, top5_acc: 0.7946, loss_cls: 1.7815, loss: 1.7815, grad_norm: 4.0825 2021-01-28 04:55:52,770 - mmaction - INFO - Epoch [215][1620/2147] lr: 1.299e-02, eta: 1 day, 17:26:54, time: 1.590, data_time: 0.012, memory: 16628, top1_acc: 0.5665, top5_acc: 0.7982, loss_cls: 1.8212, loss: 1.8212, grad_norm: 4.2932 2021-01-28 04:56:23,170 - mmaction - INFO - Epoch [215][1640/2147] lr: 1.299e-02, eta: 1 day, 17:26:19, time: 1.519, data_time: 0.003, memory: 16628, top1_acc: 0.5679, top5_acc: 0.7875, loss_cls: 1.8413, loss: 1.8413, grad_norm: 4.4118 2021-01-28 04:56:57,517 - mmaction - INFO - Epoch [215][1660/2147] lr: 1.299e-02, eta: 1 day, 17:25:46, time: 1.718, data_time: 0.031, memory: 16628, top1_acc: 0.5656, top5_acc: 0.7808, loss_cls: 1.8325, loss: 1.8325, grad_norm: 4.3111 2021-01-28 04:57:30,819 - mmaction - INFO - Epoch [215][1680/2147] lr: 1.299e-02, eta: 1 day, 17:25:12, time: 1.659, data_time: 0.005, memory: 16628, top1_acc: 0.5504, top5_acc: 0.7759, loss_cls: 1.9189, loss: 1.9189, grad_norm: 4.4004 2021-01-28 04:58:11,227 - mmaction - INFO - Epoch [215][1700/2147] lr: 1.299e-02, eta: 1 day, 17:24:40, time: 2.025, data_time: 0.010, memory: 16628, top1_acc: 0.5661, top5_acc: 0.7723, loss_cls: 1.8783, loss: 1.8783, grad_norm: 4.2676 2021-01-28 04:58:40,057 - mmaction - INFO - Epoch [215][1720/2147] lr: 1.299e-02, eta: 1 day, 17:24:05, time: 1.444, data_time: 0.006, memory: 16628, top1_acc: 0.5656, top5_acc: 0.7790, loss_cls: 1.8921, loss: 1.8921, grad_norm: 4.3794 2021-01-28 04:59:09,174 - mmaction - INFO - Epoch [215][1740/2147] lr: 1.299e-02, eta: 1 day, 17:23:30, time: 1.451, data_time: 0.005, memory: 16628, top1_acc: 0.5527, top5_acc: 0.7795, loss_cls: 1.8893, loss: 1.8893, grad_norm: 4.4300 2021-01-28 04:59:40,555 - mmaction - INFO - Epoch [215][1760/2147] lr: 1.299e-02, eta: 1 day, 17:22:56, time: 1.570, data_time: 0.010, memory: 16628, top1_acc: 0.5701, top5_acc: 0.7942, loss_cls: 1.8443, loss: 1.8443, grad_norm: 4.3247 2021-01-28 05:00:11,060 - mmaction - INFO - Epoch [215][1780/2147] lr: 1.299e-02, eta: 1 day, 17:22:22, time: 1.529, data_time: 0.008, memory: 16628, top1_acc: 0.5737, top5_acc: 0.7857, loss_cls: 1.8368, loss: 1.8368, grad_norm: 4.2814 2021-01-28 05:00:40,123 - mmaction - INFO - Epoch [215][1800/2147] lr: 1.299e-02, eta: 1 day, 17:21:47, time: 1.451, data_time: 0.003, memory: 16628, top1_acc: 0.5473, top5_acc: 0.7768, loss_cls: 1.8540, loss: 1.8540, grad_norm: 4.3189 2021-01-28 05:01:08,521 - mmaction - INFO - Epoch [215][1820/2147] lr: 1.299e-02, eta: 1 day, 17:21:13, time: 1.421, data_time: 0.005, memory: 16628, top1_acc: 0.5607, top5_acc: 0.7848, loss_cls: 1.8883, loss: 1.8883, grad_norm: 4.3184 2021-01-28 05:01:42,585 - mmaction - INFO - Epoch [215][1840/2147] lr: 1.299e-02, eta: 1 day, 17:20:39, time: 1.694, data_time: 0.003, memory: 16628, top1_acc: 0.5750, top5_acc: 0.7924, loss_cls: 1.8112, loss: 1.8112, grad_norm: 4.2603 2021-01-28 05:02:15,527 - mmaction - INFO - Epoch [215][1860/2147] lr: 1.299e-02, eta: 1 day, 17:20:05, time: 1.657, data_time: 0.012, memory: 16628, top1_acc: 0.5728, top5_acc: 0.7942, loss_cls: 1.8224, loss: 1.8224, grad_norm: 4.3088 2021-01-28 05:02:45,134 - mmaction - INFO - Epoch [215][1880/2147] lr: 1.299e-02, eta: 1 day, 17:19:31, time: 1.480, data_time: 0.007, memory: 16628, top1_acc: 0.5598, top5_acc: 0.7781, loss_cls: 1.9021, loss: 1.9021, grad_norm: 4.4145 2021-01-28 05:03:16,096 - mmaction - INFO - Epoch [215][1900/2147] lr: 1.299e-02, eta: 1 day, 17:18:56, time: 1.549, data_time: 0.002, memory: 16628, top1_acc: 0.5737, top5_acc: 0.7781, loss_cls: 1.8780, loss: 1.8780, grad_norm: 4.2341 2021-01-28 05:03:46,884 - mmaction - INFO - Epoch [215][1920/2147] lr: 1.299e-02, eta: 1 day, 17:18:22, time: 1.535, data_time: 0.003, memory: 16628, top1_acc: 0.5647, top5_acc: 0.7741, loss_cls: 1.8960, loss: 1.8960, grad_norm: 4.2536 2021-01-28 05:04:18,546 - mmaction - INFO - Epoch [215][1940/2147] lr: 1.299e-02, eta: 1 day, 17:17:48, time: 1.579, data_time: 0.007, memory: 16628, top1_acc: 0.5737, top5_acc: 0.7893, loss_cls: 1.8327, loss: 1.8327, grad_norm: 4.2220 2021-01-28 05:04:47,626 - mmaction - INFO - Epoch [215][1960/2147] lr: 1.299e-02, eta: 1 day, 17:17:13, time: 1.462, data_time: 0.019, memory: 16628, top1_acc: 0.5625, top5_acc: 0.7808, loss_cls: 1.8734, loss: 1.8734, grad_norm: 4.2594 2021-01-28 05:05:16,411 - mmaction - INFO - Epoch [215][1980/2147] lr: 1.299e-02, eta: 1 day, 17:16:39, time: 1.439, data_time: 0.003, memory: 16628, top1_acc: 0.5594, top5_acc: 0.7884, loss_cls: 1.8069, loss: 1.8069, grad_norm: 4.2055 2021-01-28 05:05:47,095 - mmaction - INFO - Epoch [215][2000/2147] lr: 1.299e-02, eta: 1 day, 17:16:05, time: 1.531, data_time: 0.003, memory: 16628, top1_acc: 0.5866, top5_acc: 0.7879, loss_cls: 1.8269, loss: 1.8269, grad_norm: 4.2422 2021-01-28 05:06:15,931 - mmaction - INFO - Epoch [215][2020/2147] lr: 1.299e-02, eta: 1 day, 17:15:30, time: 1.444, data_time: 0.009, memory: 16628, top1_acc: 0.5732, top5_acc: 0.7920, loss_cls: 1.8312, loss: 1.8312, grad_norm: 4.3327 2021-01-28 05:06:48,340 - mmaction - INFO - Epoch [215][2040/2147] lr: 1.299e-02, eta: 1 day, 17:14:56, time: 1.614, data_time: 0.002, memory: 16628, top1_acc: 0.5643, top5_acc: 0.7862, loss_cls: 1.8661, loss: 1.8661, grad_norm: 4.4199 2021-01-28 05:07:18,412 - mmaction - INFO - Epoch [215][2060/2147] lr: 1.299e-02, eta: 1 day, 17:14:22, time: 1.507, data_time: 0.010, memory: 16628, top1_acc: 0.5786, top5_acc: 0.8080, loss_cls: 1.7771, loss: 1.7771, grad_norm: 4.2102 2021-01-28 05:07:47,031 - mmaction - INFO - Epoch [215][2080/2147] lr: 1.299e-02, eta: 1 day, 17:13:47, time: 1.435, data_time: 0.017, memory: 16628, top1_acc: 0.5777, top5_acc: 0.7893, loss_cls: 1.8263, loss: 1.8263, grad_norm: 4.3333 2021-01-28 05:08:16,983 - mmaction - INFO - Epoch [215][2100/2147] lr: 1.299e-02, eta: 1 day, 17:13:12, time: 1.494, data_time: 0.003, memory: 16628, top1_acc: 0.5563, top5_acc: 0.7790, loss_cls: 1.9055, loss: 1.9055, grad_norm: 4.3152 2021-01-28 05:08:46,834 - mmaction - INFO - Epoch [215][2120/2147] lr: 1.299e-02, eta: 1 day, 17:12:38, time: 1.496, data_time: 0.006, memory: 16628, top1_acc: 0.5719, top5_acc: 0.7942, loss_cls: 1.8508, loss: 1.8508, grad_norm: 4.2368 2021-01-28 05:09:16,361 - mmaction - INFO - Epoch [215][2140/2147] lr: 1.299e-02, eta: 1 day, 17:12:04, time: 1.471, data_time: 0.005, memory: 16628, top1_acc: 0.5759, top5_acc: 0.7906, loss_cls: 1.8226, loss: 1.8226, grad_norm: 4.2204 2021-01-28 05:29:30,419 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-28 05:29:31,226 - mmaction - INFO - top1_acc 0.6229 top5_acc 0.8447 2021-01-28 05:29:31,227 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-28 05:29:31,280 - mmaction - INFO - mean_acc 0.6228 2021-01-28 05:29:31,283 - mmaction - INFO - Now best checkpoint is epoch_215.pth 2021-01-28 05:29:31,339 - mmaction - INFO - Epoch(val) [215][2147] top1_acc: 0.6229, top5_acc: 0.8447, mean_class_accuracy: 0.6228 2021-01-28 05:35:18,646 - mmaction - INFO - Epoch [216][20/2147] lr: 1.239e-02, eta: 1 day, 17:12:16, time: 17.362, data_time: 15.763, memory: 16628, top1_acc: 0.5621, top5_acc: 0.7799, loss_cls: 1.8900, loss: 1.8900, grad_norm: 4.4483 2021-01-28 05:35:50,593 - mmaction - INFO - Epoch [216][40/2147] lr: 1.239e-02, eta: 1 day, 17:11:42, time: 1.593, data_time: 0.007, memory: 16628, top1_acc: 0.5808, top5_acc: 0.7871, loss_cls: 1.7898, loss: 1.7898, grad_norm: 4.1559 2021-01-28 05:36:19,336 - mmaction - INFO - Epoch [216][60/2147] lr: 1.239e-02, eta: 1 day, 17:11:07, time: 1.443, data_time: 0.014, memory: 16628, top1_acc: 0.5714, top5_acc: 0.7839, loss_cls: 1.8169, loss: 1.8169, grad_norm: 4.2231 2021-01-28 05:36:57,207 - mmaction - INFO - Epoch [216][80/2147] lr: 1.239e-02, eta: 1 day, 17:10:34, time: 1.891, data_time: 0.009, memory: 16628, top1_acc: 0.5817, top5_acc: 0.7973, loss_cls: 1.7876, loss: 1.7876, grad_norm: 4.2493 2021-01-28 05:37:27,441 - mmaction - INFO - Epoch [216][100/2147] lr: 1.239e-02, eta: 1 day, 17:10:00, time: 1.513, data_time: 0.014, memory: 16628, top1_acc: 0.5826, top5_acc: 0.7920, loss_cls: 1.8044, loss: 1.8044, grad_norm: 4.2424 2021-01-28 05:37:56,590 - mmaction - INFO - Epoch [216][120/2147] lr: 1.239e-02, eta: 1 day, 17:09:25, time: 1.457, data_time: 0.013, memory: 16628, top1_acc: 0.5835, top5_acc: 0.7915, loss_cls: 1.7988, loss: 1.7988, grad_norm: 4.2471 2021-01-28 05:38:30,350 - mmaction - INFO - Epoch [216][140/2147] lr: 1.239e-02, eta: 1 day, 17:08:51, time: 1.677, data_time: 0.005, memory: 16628, top1_acc: 0.5781, top5_acc: 0.7884, loss_cls: 1.8492, loss: 1.8492, grad_norm: 4.2301 2021-01-28 05:39:01,312 - mmaction - INFO - Epoch [216][160/2147] lr: 1.239e-02, eta: 1 day, 17:08:17, time: 1.560, data_time: 0.020, memory: 16628, top1_acc: 0.5799, top5_acc: 0.7969, loss_cls: 1.7914, loss: 1.7914, grad_norm: 4.3283 2021-01-28 05:39:36,100 - mmaction - INFO - Epoch [216][180/2147] lr: 1.239e-02, eta: 1 day, 17:07:44, time: 1.737, data_time: 0.004, memory: 16628, top1_acc: 0.5629, top5_acc: 0.7902, loss_cls: 1.7990, loss: 1.7990, grad_norm: 4.2953 2021-01-28 05:40:05,015 - mmaction - INFO - Epoch [216][200/2147] lr: 1.239e-02, eta: 1 day, 17:07:09, time: 1.450, data_time: 0.005, memory: 16628, top1_acc: 0.5772, top5_acc: 0.7902, loss_cls: 1.8063, loss: 1.8063, grad_norm: 4.2360 2021-01-28 05:40:36,852 - mmaction - INFO - Epoch [216][220/2147] lr: 1.239e-02, eta: 1 day, 17:06:35, time: 1.585, data_time: 0.006, memory: 16628, top1_acc: 0.5924, top5_acc: 0.8013, loss_cls: 1.7759, loss: 1.7759, grad_norm: 4.2988 2021-01-28 05:41:05,732 - mmaction - INFO - Epoch [216][240/2147] lr: 1.239e-02, eta: 1 day, 17:06:00, time: 1.450, data_time: 0.009, memory: 16628, top1_acc: 0.5705, top5_acc: 0.8045, loss_cls: 1.7819, loss: 1.7819, grad_norm: 4.3473 2021-01-28 05:41:34,465 - mmaction - INFO - Epoch [216][260/2147] lr: 1.239e-02, eta: 1 day, 17:05:26, time: 1.435, data_time: 0.004, memory: 16628, top1_acc: 0.5879, top5_acc: 0.7960, loss_cls: 1.7652, loss: 1.7652, grad_norm: 4.2451 2021-01-28 05:42:05,968 - mmaction - INFO - Epoch [216][280/2147] lr: 1.239e-02, eta: 1 day, 17:04:51, time: 1.570, data_time: 0.082, memory: 16628, top1_acc: 0.5866, top5_acc: 0.8022, loss_cls: 1.7581, loss: 1.7581, grad_norm: 4.2821 2021-01-28 05:42:36,220 - mmaction - INFO - Epoch [216][300/2147] lr: 1.239e-02, eta: 1 day, 17:04:17, time: 1.513, data_time: 0.011, memory: 16628, top1_acc: 0.5844, top5_acc: 0.7862, loss_cls: 1.8123, loss: 1.8123, grad_norm: 4.3204 2021-01-28 05:43:12,429 - mmaction - INFO - Epoch [216][320/2147] lr: 1.239e-02, eta: 1 day, 17:03:44, time: 1.816, data_time: 0.014, memory: 16628, top1_acc: 0.5741, top5_acc: 0.7911, loss_cls: 1.8391, loss: 1.8391, grad_norm: 4.2903 2021-01-28 05:43:43,799 - mmaction - INFO - Epoch [216][340/2147] lr: 1.239e-02, eta: 1 day, 17:03:10, time: 1.570, data_time: 0.006, memory: 16628, top1_acc: 0.5746, top5_acc: 0.7884, loss_cls: 1.8221, loss: 1.8221, grad_norm: 4.2043 2021-01-28 05:44:12,375 - mmaction - INFO - Epoch [216][360/2147] lr: 1.239e-02, eta: 1 day, 17:02:35, time: 1.428, data_time: 0.003, memory: 16628, top1_acc: 0.5732, top5_acc: 0.7884, loss_cls: 1.8357, loss: 1.8357, grad_norm: 4.3325 2021-01-28 05:44:42,989 - mmaction - INFO - Epoch [216][380/2147] lr: 1.239e-02, eta: 1 day, 17:02:01, time: 1.532, data_time: 0.004, memory: 16628, top1_acc: 0.5692, top5_acc: 0.7790, loss_cls: 1.8554, loss: 1.8554, grad_norm: 4.3976 2021-01-28 05:45:13,361 - mmaction - INFO - Epoch [216][400/2147] lr: 1.239e-02, eta: 1 day, 17:01:26, time: 1.519, data_time: 0.002, memory: 16628, top1_acc: 0.5589, top5_acc: 0.7821, loss_cls: 1.8608, loss: 1.8608, grad_norm: 4.4594 2021-01-28 05:45:42,427 - mmaction - INFO - Epoch [216][420/2147] lr: 1.239e-02, eta: 1 day, 17:00:52, time: 1.450, data_time: 0.003, memory: 16628, top1_acc: 0.5888, top5_acc: 0.7888, loss_cls: 1.7844, loss: 1.7844, grad_norm: 4.1757 2021-01-28 05:46:11,119 - mmaction - INFO - Epoch [216][440/2147] lr: 1.239e-02, eta: 1 day, 17:00:17, time: 1.436, data_time: 0.008, memory: 16628, top1_acc: 0.5679, top5_acc: 0.7911, loss_cls: 1.8446, loss: 1.8446, grad_norm: 4.2823 2021-01-28 05:46:50,386 - mmaction - INFO - Epoch [216][460/2147] lr: 1.239e-02, eta: 1 day, 16:59:44, time: 1.958, data_time: 0.012, memory: 16628, top1_acc: 0.5750, top5_acc: 0.8063, loss_cls: 1.7340, loss: 1.7340, grad_norm: 4.1252 2021-01-28 05:47:21,156 - mmaction - INFO - Epoch [216][480/2147] lr: 1.239e-02, eta: 1 day, 16:59:10, time: 1.546, data_time: 0.015, memory: 16628, top1_acc: 0.5683, top5_acc: 0.7915, loss_cls: 1.8299, loss: 1.8299, grad_norm: 4.3268 2021-01-28 05:47:50,146 - mmaction - INFO - Epoch [216][500/2147] lr: 1.239e-02, eta: 1 day, 16:58:36, time: 1.450, data_time: 0.002, memory: 16628, top1_acc: 0.5763, top5_acc: 0.8036, loss_cls: 1.7956, loss: 1.7956, grad_norm: 4.2066 2021-01-28 05:48:19,432 - mmaction - INFO - Epoch [216][520/2147] lr: 1.239e-02, eta: 1 day, 16:58:01, time: 1.464, data_time: 0.001, memory: 16628, top1_acc: 0.5647, top5_acc: 0.7768, loss_cls: 1.8510, loss: 1.8510, grad_norm: 4.3182 2021-01-28 05:48:48,546 - mmaction - INFO - Epoch [216][540/2147] lr: 1.239e-02, eta: 1 day, 16:57:27, time: 1.456, data_time: 0.002, memory: 16628, top1_acc: 0.5496, top5_acc: 0.7665, loss_cls: 1.9121, loss: 1.9121, grad_norm: 4.4294 2021-01-28 05:49:17,115 - mmaction - INFO - Epoch [216][560/2147] lr: 1.239e-02, eta: 1 day, 16:56:52, time: 1.428, data_time: 0.002, memory: 16628, top1_acc: 0.5701, top5_acc: 0.7929, loss_cls: 1.8417, loss: 1.8417, grad_norm: 4.3541 2021-01-28 05:49:51,073 - mmaction - INFO - Epoch [216][580/2147] lr: 1.239e-02, eta: 1 day, 16:56:18, time: 1.698, data_time: 0.002, memory: 16628, top1_acc: 0.5665, top5_acc: 0.7812, loss_cls: 1.8710, loss: 1.8710, grad_norm: 4.4390 2021-01-28 05:50:21,521 - mmaction - INFO - Epoch [216][600/2147] lr: 1.239e-02, eta: 1 day, 16:55:44, time: 1.522, data_time: 0.002, memory: 16628, top1_acc: 0.5696, top5_acc: 0.7808, loss_cls: 1.8324, loss: 1.8324, grad_norm: 4.3510 2021-01-28 05:50:52,211 - mmaction - INFO - Epoch [216][620/2147] lr: 1.239e-02, eta: 1 day, 16:55:10, time: 1.534, data_time: 0.003, memory: 16628, top1_acc: 0.5696, top5_acc: 0.7839, loss_cls: 1.8488, loss: 1.8488, grad_norm: 4.3855 2021-01-28 05:51:25,954 - mmaction - INFO - Epoch [216][640/2147] lr: 1.239e-02, eta: 1 day, 16:54:36, time: 1.681, data_time: 0.004, memory: 16628, top1_acc: 0.5500, top5_acc: 0.7634, loss_cls: 1.9226, loss: 1.9226, grad_norm: 4.3587 2021-01-28 05:52:05,811 - mmaction - INFO - Epoch [216][660/2147] lr: 1.239e-02, eta: 1 day, 16:54:03, time: 1.995, data_time: 0.053, memory: 16628, top1_acc: 0.5746, top5_acc: 0.7893, loss_cls: 1.8328, loss: 1.8328, grad_norm: 4.4379 2021-01-28 05:52:34,360 - mmaction - INFO - Epoch [216][680/2147] lr: 1.239e-02, eta: 1 day, 16:53:29, time: 1.433, data_time: 0.008, memory: 16628, top1_acc: 0.5817, top5_acc: 0.8067, loss_cls: 1.7667, loss: 1.7667, grad_norm: 4.2548 2021-01-28 05:53:06,302 - mmaction - INFO - Epoch [216][700/2147] lr: 1.239e-02, eta: 1 day, 16:52:55, time: 1.597, data_time: 0.001, memory: 16628, top1_acc: 0.5705, top5_acc: 0.7937, loss_cls: 1.8334, loss: 1.8334, grad_norm: 4.2973 2021-01-28 05:53:38,307 - mmaction - INFO - Epoch [216][720/2147] lr: 1.239e-02, eta: 1 day, 16:52:21, time: 1.596, data_time: 0.004, memory: 16628, top1_acc: 0.5902, top5_acc: 0.7973, loss_cls: 1.7691, loss: 1.7691, grad_norm: 4.2347 2021-01-28 05:54:08,850 - mmaction - INFO - Epoch [216][740/2147] lr: 1.239e-02, eta: 1 day, 16:51:46, time: 1.533, data_time: 0.011, memory: 16628, top1_acc: 0.5652, top5_acc: 0.7866, loss_cls: 1.8263, loss: 1.8263, grad_norm: 4.3918 2021-01-28 05:54:37,744 - mmaction - INFO - Epoch [216][760/2147] lr: 1.239e-02, eta: 1 day, 16:51:12, time: 1.445, data_time: 0.004, memory: 16628, top1_acc: 0.5652, top5_acc: 0.7960, loss_cls: 1.8200, loss: 1.8200, grad_norm: 4.4381 2021-01-28 05:55:08,335 - mmaction - INFO - Epoch [216][780/2147] lr: 1.239e-02, eta: 1 day, 16:50:37, time: 1.529, data_time: 0.001, memory: 16628, top1_acc: 0.5826, top5_acc: 0.7857, loss_cls: 1.8147, loss: 1.8147, grad_norm: 4.1670 2021-01-28 05:55:38,882 - mmaction - INFO - Epoch [216][800/2147] lr: 1.239e-02, eta: 1 day, 16:50:03, time: 1.527, data_time: 0.004, memory: 16628, top1_acc: 0.5549, top5_acc: 0.7862, loss_cls: 1.8473, loss: 1.8473, grad_norm: 4.2134 2021-01-28 05:56:10,139 - mmaction - INFO - Epoch [216][820/2147] lr: 1.239e-02, eta: 1 day, 16:49:29, time: 1.561, data_time: 0.006, memory: 16628, top1_acc: 0.5911, top5_acc: 0.7772, loss_cls: 1.8235, loss: 1.8235, grad_norm: 4.2381 2021-01-28 05:56:48,570 - mmaction - INFO - Epoch [216][840/2147] lr: 1.239e-02, eta: 1 day, 16:48:56, time: 1.913, data_time: 0.010, memory: 16628, top1_acc: 0.5656, top5_acc: 0.7902, loss_cls: 1.8080, loss: 1.8080, grad_norm: 4.2550 2021-01-28 05:57:20,715 - mmaction - INFO - Epoch [216][860/2147] lr: 1.239e-02, eta: 1 day, 16:48:22, time: 1.611, data_time: 0.018, memory: 16628, top1_acc: 0.5781, top5_acc: 0.8040, loss_cls: 1.7603, loss: 1.7603, grad_norm: 4.3207 2021-01-28 05:57:51,069 - mmaction - INFO - Epoch [216][880/2147] lr: 1.239e-02, eta: 1 day, 16:47:48, time: 1.524, data_time: 0.012, memory: 16628, top1_acc: 0.5683, top5_acc: 0.7893, loss_cls: 1.8402, loss: 1.8402, grad_norm: 4.4094 2021-01-28 05:58:27,582 - mmaction - INFO - Epoch [216][900/2147] lr: 1.239e-02, eta: 1 day, 16:47:15, time: 1.823, data_time: 0.003, memory: 16628, top1_acc: 0.5549, top5_acc: 0.7719, loss_cls: 1.9059, loss: 1.9059, grad_norm: 4.3800 2021-01-28 05:58:56,467 - mmaction - INFO - Epoch [216][920/2147] lr: 1.239e-02, eta: 1 day, 16:46:40, time: 1.447, data_time: 0.005, memory: 16628, top1_acc: 0.5687, top5_acc: 0.7933, loss_cls: 1.8265, loss: 1.8265, grad_norm: 4.3150 2021-01-28 05:59:27,412 - mmaction - INFO - Epoch [216][940/2147] lr: 1.239e-02, eta: 1 day, 16:46:06, time: 1.548, data_time: 0.003, memory: 16628, top1_acc: 0.5670, top5_acc: 0.7804, loss_cls: 1.8587, loss: 1.8587, grad_norm: 4.2328 2021-01-28 05:59:57,272 - mmaction - INFO - Epoch [216][960/2147] lr: 1.239e-02, eta: 1 day, 16:45:31, time: 1.493, data_time: 0.004, memory: 16628, top1_acc: 0.5652, top5_acc: 0.8018, loss_cls: 1.7913, loss: 1.7913, grad_norm: 4.2503 2021-01-28 06:00:28,288 - mmaction - INFO - Epoch [216][980/2147] lr: 1.239e-02, eta: 1 day, 16:44:57, time: 1.551, data_time: 0.002, memory: 16628, top1_acc: 0.5661, top5_acc: 0.8040, loss_cls: 1.8136, loss: 1.8136, grad_norm: 4.2868 2021-01-28 06:00:57,836 - mmaction - INFO - Epoch [216][1000/2147] lr: 1.239e-02, eta: 1 day, 16:44:23, time: 1.475, data_time: 0.003, memory: 16628, top1_acc: 0.5719, top5_acc: 0.7893, loss_cls: 1.8219, loss: 1.8219, grad_norm: 4.3556 2021-01-28 06:01:28,461 - mmaction - INFO - Epoch [216][1020/2147] lr: 1.239e-02, eta: 1 day, 16:43:48, time: 1.533, data_time: 0.013, memory: 16628, top1_acc: 0.5629, top5_acc: 0.7929, loss_cls: 1.8549, loss: 1.8549, grad_norm: 4.4222 2021-01-28 06:02:14,076 - mmaction - INFO - Epoch [216][1040/2147] lr: 1.239e-02, eta: 1 day, 16:43:17, time: 2.280, data_time: 0.143, memory: 16628, top1_acc: 0.5826, top5_acc: 0.7955, loss_cls: 1.7926, loss: 1.7926, grad_norm: 4.2865 2021-01-28 06:02:43,078 - mmaction - INFO - Epoch [216][1060/2147] lr: 1.239e-02, eta: 1 day, 16:42:42, time: 1.449, data_time: 0.007, memory: 16628, top1_acc: 0.5674, top5_acc: 0.7920, loss_cls: 1.8848, loss: 1.8848, grad_norm: 4.3154 2021-01-28 06:03:21,098 - mmaction - INFO - Epoch [216][1080/2147] lr: 1.239e-02, eta: 1 day, 16:42:09, time: 1.902, data_time: 0.005, memory: 16628, top1_acc: 0.5643, top5_acc: 0.7902, loss_cls: 1.8365, loss: 1.8365, grad_norm: 4.3371 2021-01-28 06:03:49,838 - mmaction - INFO - Epoch [216][1100/2147] lr: 1.239e-02, eta: 1 day, 16:41:35, time: 1.438, data_time: 0.003, memory: 16628, top1_acc: 0.5679, top5_acc: 0.7942, loss_cls: 1.7862, loss: 1.7862, grad_norm: 4.4093 2021-01-28 06:04:18,320 - mmaction - INFO - Epoch [216][1120/2147] lr: 1.239e-02, eta: 1 day, 16:41:00, time: 1.425, data_time: 0.002, memory: 16628, top1_acc: 0.5786, top5_acc: 0.8000, loss_cls: 1.7658, loss: 1.7658, grad_norm: 4.3100 2021-01-28 06:04:50,945 - mmaction - INFO - Epoch [216][1140/2147] lr: 1.239e-02, eta: 1 day, 16:40:26, time: 1.628, data_time: 0.005, memory: 16628, top1_acc: 0.5647, top5_acc: 0.7826, loss_cls: 1.8238, loss: 1.8238, grad_norm: 4.3343 2021-01-28 06:05:20,833 - mmaction - INFO - Epoch [216][1160/2147] lr: 1.239e-02, eta: 1 day, 16:39:52, time: 1.496, data_time: 0.010, memory: 16628, top1_acc: 0.5674, top5_acc: 0.7848, loss_cls: 1.8537, loss: 1.8537, grad_norm: 4.4616 2021-01-28 06:05:49,927 - mmaction - INFO - Epoch [216][1180/2147] lr: 1.239e-02, eta: 1 day, 16:39:17, time: 1.454, data_time: 0.004, memory: 16628, top1_acc: 0.5518, top5_acc: 0.7804, loss_cls: 1.9078, loss: 1.9078, grad_norm: 4.4522 2021-01-28 06:06:21,154 - mmaction - INFO - Epoch [216][1200/2147] lr: 1.239e-02, eta: 1 day, 16:38:43, time: 1.563, data_time: 0.004, memory: 16628, top1_acc: 0.5536, top5_acc: 0.7844, loss_cls: 1.8765, loss: 1.8765, grad_norm: 4.3686 2021-01-28 06:06:51,000 - mmaction - INFO - Epoch [216][1220/2147] lr: 1.239e-02, eta: 1 day, 16:38:09, time: 1.492, data_time: 0.002, memory: 16628, top1_acc: 0.5625, top5_acc: 0.7848, loss_cls: 1.8706, loss: 1.8706, grad_norm: 4.4275 2021-01-28 06:07:21,172 - mmaction - INFO - Epoch [216][1240/2147] lr: 1.239e-02, eta: 1 day, 16:37:34, time: 1.507, data_time: 0.004, memory: 16628, top1_acc: 0.5808, top5_acc: 0.7826, loss_cls: 1.7691, loss: 1.7691, grad_norm: 4.2924 2021-01-28 06:07:51,986 - mmaction - INFO - Epoch [216][1260/2147] lr: 1.239e-02, eta: 1 day, 16:37:00, time: 1.541, data_time: 0.004, memory: 16628, top1_acc: 0.5759, top5_acc: 0.7911, loss_cls: 1.8423, loss: 1.8423, grad_norm: 4.3617 2021-01-28 06:08:26,535 - mmaction - INFO - Epoch [216][1280/2147] lr: 1.239e-02, eta: 1 day, 16:36:26, time: 1.728, data_time: 0.136, memory: 16628, top1_acc: 0.5772, top5_acc: 0.7879, loss_cls: 1.7908, loss: 1.7908, grad_norm: 4.3105 2021-01-28 06:08:57,470 - mmaction - INFO - Epoch [216][1300/2147] lr: 1.239e-02, eta: 1 day, 16:35:52, time: 1.546, data_time: 0.002, memory: 16628, top1_acc: 0.5728, top5_acc: 0.7879, loss_cls: 1.8252, loss: 1.8252, grad_norm: 4.3191 2021-01-28 06:09:28,259 - mmaction - INFO - Epoch [216][1320/2147] lr: 1.239e-02, eta: 1 day, 16:35:18, time: 1.539, data_time: 0.003, memory: 16628, top1_acc: 0.5728, top5_acc: 0.7969, loss_cls: 1.8064, loss: 1.8064, grad_norm: 4.2775 2021-01-28 06:10:02,521 - mmaction - INFO - Epoch [216][1340/2147] lr: 1.239e-02, eta: 1 day, 16:34:44, time: 1.714, data_time: 0.004, memory: 16628, top1_acc: 0.5777, top5_acc: 0.7955, loss_cls: 1.8022, loss: 1.8022, grad_norm: 4.3280 2021-01-28 06:10:33,113 - mmaction - INFO - Epoch [216][1360/2147] lr: 1.239e-02, eta: 1 day, 16:34:10, time: 1.530, data_time: 0.003, memory: 16628, top1_acc: 0.5603, top5_acc: 0.7871, loss_cls: 1.8290, loss: 1.8290, grad_norm: 4.4085 2021-01-28 06:11:03,257 - mmaction - INFO - Epoch [216][1380/2147] lr: 1.239e-02, eta: 1 day, 16:33:36, time: 1.507, data_time: 0.004, memory: 16628, top1_acc: 0.5625, top5_acc: 0.7790, loss_cls: 1.8670, loss: 1.8670, grad_norm: 4.4094 2021-01-28 06:11:35,519 - mmaction - INFO - Epoch [216][1400/2147] lr: 1.239e-02, eta: 1 day, 16:33:02, time: 1.612, data_time: 0.002, memory: 16628, top1_acc: 0.5710, top5_acc: 0.7772, loss_cls: 1.8867, loss: 1.8867, grad_norm: 4.4327 2021-01-28 06:12:09,259 - mmaction - INFO - Epoch [216][1420/2147] lr: 1.239e-02, eta: 1 day, 16:32:28, time: 1.688, data_time: 0.070, memory: 16628, top1_acc: 0.5674, top5_acc: 0.7911, loss_cls: 1.8399, loss: 1.8399, grad_norm: 4.3189 2021-01-28 06:12:41,109 - mmaction - INFO - Epoch [216][1440/2147] lr: 1.239e-02, eta: 1 day, 16:31:54, time: 1.593, data_time: 0.003, memory: 16628, top1_acc: 0.5821, top5_acc: 0.7821, loss_cls: 1.8218, loss: 1.8218, grad_norm: 4.3844 2021-01-28 06:13:09,636 - mmaction - INFO - Epoch [216][1460/2147] lr: 1.239e-02, eta: 1 day, 16:31:19, time: 1.426, data_time: 0.002, memory: 16628, top1_acc: 0.5696, top5_acc: 0.7826, loss_cls: 1.8253, loss: 1.8253, grad_norm: 4.2242 2021-01-28 06:13:39,031 - mmaction - INFO - Epoch [216][1480/2147] lr: 1.239e-02, eta: 1 day, 16:30:45, time: 1.470, data_time: 0.004, memory: 16628, top1_acc: 0.5728, top5_acc: 0.7839, loss_cls: 1.8195, loss: 1.8195, grad_norm: 4.2959 2021-01-28 06:14:09,659 - mmaction - INFO - Epoch [216][1500/2147] lr: 1.239e-02, eta: 1 day, 16:30:10, time: 1.532, data_time: 0.002, memory: 16628, top1_acc: 0.5714, top5_acc: 0.7929, loss_cls: 1.8032, loss: 1.8032, grad_norm: 4.3144 2021-01-28 06:14:38,489 - mmaction - INFO - Epoch [216][1520/2147] lr: 1.239e-02, eta: 1 day, 16:29:36, time: 1.441, data_time: 0.002, memory: 16628, top1_acc: 0.5683, top5_acc: 0.7781, loss_cls: 1.8722, loss: 1.8722, grad_norm: 4.5697 2021-01-28 06:15:13,242 - mmaction - INFO - Epoch [216][1540/2147] lr: 1.239e-02, eta: 1 day, 16:29:02, time: 1.731, data_time: 0.001, memory: 16628, top1_acc: 0.5634, top5_acc: 0.7750, loss_cls: 1.9279, loss: 1.9279, grad_norm: 4.4748 2021-01-28 06:15:43,818 - mmaction - INFO - Epoch [216][1560/2147] lr: 1.239e-02, eta: 1 day, 16:28:28, time: 1.534, data_time: 0.018, memory: 16628, top1_acc: 0.5665, top5_acc: 0.7839, loss_cls: 1.8510, loss: 1.8510, grad_norm: 4.2753 2021-01-28 06:16:16,804 - mmaction - INFO - Epoch [216][1580/2147] lr: 1.239e-02, eta: 1 day, 16:27:54, time: 1.649, data_time: 0.004, memory: 16628, top1_acc: 0.5621, top5_acc: 0.7915, loss_cls: 1.8508, loss: 1.8508, grad_norm: 4.4026 2021-01-28 06:17:03,405 - mmaction - INFO - Epoch [216][1600/2147] lr: 1.239e-02, eta: 1 day, 16:27:23, time: 2.299, data_time: 0.416, memory: 16628, top1_acc: 0.5647, top5_acc: 0.7790, loss_cls: 1.8737, loss: 1.8737, grad_norm: 4.3621 2021-01-28 06:17:32,263 - mmaction - INFO - Epoch [216][1620/2147] lr: 1.239e-02, eta: 1 day, 16:26:48, time: 1.475, data_time: 0.042, memory: 16628, top1_acc: 0.5647, top5_acc: 0.7781, loss_cls: 1.8578, loss: 1.8578, grad_norm: 4.4255 2021-01-28 06:18:05,306 - mmaction - INFO - Epoch [216][1640/2147] lr: 1.239e-02, eta: 1 day, 16:26:15, time: 1.652, data_time: 0.003, memory: 16628, top1_acc: 0.5665, top5_acc: 0.7732, loss_cls: 1.8601, loss: 1.8601, grad_norm: 4.3405 2021-01-28 06:18:34,912 - mmaction - INFO - Epoch [216][1660/2147] lr: 1.239e-02, eta: 1 day, 16:25:40, time: 1.482, data_time: 0.002, memory: 16628, top1_acc: 0.5719, top5_acc: 0.7817, loss_cls: 1.8281, loss: 1.8281, grad_norm: 4.2414 2021-01-28 06:19:06,375 - mmaction - INFO - Epoch [216][1680/2147] lr: 1.239e-02, eta: 1 day, 16:25:06, time: 1.569, data_time: 0.003, memory: 16628, top1_acc: 0.5929, top5_acc: 0.7893, loss_cls: 1.7731, loss: 1.7731, grad_norm: 4.2896 2021-01-28 06:19:36,123 - mmaction - INFO - Epoch [216][1700/2147] lr: 1.239e-02, eta: 1 day, 16:24:31, time: 1.491, data_time: 0.006, memory: 16628, top1_acc: 0.5612, top5_acc: 0.7924, loss_cls: 1.8375, loss: 1.8375, grad_norm: 4.4690 2021-01-28 06:20:04,762 - mmaction - INFO - Epoch [216][1720/2147] lr: 1.239e-02, eta: 1 day, 16:23:57, time: 1.432, data_time: 0.003, memory: 16628, top1_acc: 0.5589, top5_acc: 0.7781, loss_cls: 1.8552, loss: 1.8552, grad_norm: 4.3948 2021-01-28 06:20:33,663 - mmaction - INFO - Epoch [216][1740/2147] lr: 1.239e-02, eta: 1 day, 16:23:22, time: 1.443, data_time: 0.003, memory: 16628, top1_acc: 0.5777, top5_acc: 0.7879, loss_cls: 1.8287, loss: 1.8287, grad_norm: 4.3632 2021-01-28 06:21:02,671 - mmaction - INFO - Epoch [216][1760/2147] lr: 1.239e-02, eta: 1 day, 16:22:48, time: 1.450, data_time: 0.005, memory: 16628, top1_acc: 0.5683, top5_acc: 0.7830, loss_cls: 1.8345, loss: 1.8345, grad_norm: 4.2421 2021-01-28 06:21:32,717 - mmaction - INFO - Epoch [216][1780/2147] lr: 1.239e-02, eta: 1 day, 16:22:13, time: 1.460, data_time: 0.004, memory: 16628, top1_acc: 0.5705, top5_acc: 0.7826, loss_cls: 1.8437, loss: 1.8437, grad_norm: 4.2474 2021-01-28 06:22:10,741 - mmaction - INFO - Epoch [216][1800/2147] lr: 1.239e-02, eta: 1 day, 16:21:40, time: 1.938, data_time: 0.252, memory: 16628, top1_acc: 0.5728, top5_acc: 0.7862, loss_cls: 1.8262, loss: 1.8262, grad_norm: 4.2742 2021-01-28 06:22:44,508 - mmaction - INFO - Epoch [216][1820/2147] lr: 1.239e-02, eta: 1 day, 16:21:07, time: 1.697, data_time: 0.020, memory: 16628, top1_acc: 0.5647, top5_acc: 0.7915, loss_cls: 1.8577, loss: 1.8577, grad_norm: 4.3777 2021-01-28 06:23:18,631 - mmaction - INFO - Epoch [216][1840/2147] lr: 1.239e-02, eta: 1 day, 16:20:33, time: 1.703, data_time: 0.011, memory: 16628, top1_acc: 0.5625, top5_acc: 0.7781, loss_cls: 1.8732, loss: 1.8732, grad_norm: 4.5159 2021-01-28 06:23:53,077 - mmaction - INFO - Epoch [216][1860/2147] lr: 1.239e-02, eta: 1 day, 16:19:59, time: 1.723, data_time: 0.006, memory: 16628, top1_acc: 0.5781, top5_acc: 0.7915, loss_cls: 1.8241, loss: 1.8241, grad_norm: 4.3100 2021-01-28 06:24:25,026 - mmaction - INFO - Epoch [216][1880/2147] lr: 1.239e-02, eta: 1 day, 16:19:25, time: 1.595, data_time: 0.010, memory: 16628, top1_acc: 0.5728, top5_acc: 0.7937, loss_cls: 1.8065, loss: 1.8065, grad_norm: 4.3716 2021-01-28 06:24:53,614 - mmaction - INFO - Epoch [216][1900/2147] lr: 1.239e-02, eta: 1 day, 16:18:51, time: 1.434, data_time: 0.013, memory: 16628, top1_acc: 0.5799, top5_acc: 0.7888, loss_cls: 1.8166, loss: 1.8166, grad_norm: 4.4249 2021-01-28 06:25:22,130 - mmaction - INFO - Epoch [216][1920/2147] lr: 1.239e-02, eta: 1 day, 16:18:16, time: 1.426, data_time: 0.003, memory: 16628, top1_acc: 0.5906, top5_acc: 0.8049, loss_cls: 1.7589, loss: 1.7589, grad_norm: 4.3328 2021-01-28 06:25:52,892 - mmaction - INFO - Epoch [216][1940/2147] lr: 1.239e-02, eta: 1 day, 16:17:42, time: 1.529, data_time: 0.003, memory: 16628, top1_acc: 0.5777, top5_acc: 0.7879, loss_cls: 1.8246, loss: 1.8246, grad_norm: 4.3062 2021-01-28 06:26:21,519 - mmaction - INFO - Epoch [216][1960/2147] lr: 1.239e-02, eta: 1 day, 16:17:07, time: 1.440, data_time: 0.014, memory: 16628, top1_acc: 0.5777, top5_acc: 0.7884, loss_cls: 1.8093, loss: 1.8093, grad_norm: 4.2461 2021-01-28 06:27:04,631 - mmaction - INFO - Epoch [216][1980/2147] lr: 1.239e-02, eta: 1 day, 16:16:35, time: 2.148, data_time: 0.002, memory: 16628, top1_acc: 0.5813, top5_acc: 0.7924, loss_cls: 1.7815, loss: 1.7815, grad_norm: 4.2352 2021-01-28 06:27:33,697 - mmaction - INFO - Epoch [216][2000/2147] lr: 1.239e-02, eta: 1 day, 16:16:01, time: 1.448, data_time: 0.011, memory: 16628, top1_acc: 0.5621, top5_acc: 0.7848, loss_cls: 1.8947, loss: 1.8947, grad_norm: 4.4578 2021-01-28 06:28:14,345 - mmaction - INFO - Epoch [216][2020/2147] lr: 1.239e-02, eta: 1 day, 16:15:28, time: 2.044, data_time: 0.019, memory: 16628, top1_acc: 0.5527, top5_acc: 0.7750, loss_cls: 1.8916, loss: 1.8916, grad_norm: 4.4026 2021-01-28 06:28:44,175 - mmaction - INFO - Epoch [216][2040/2147] lr: 1.239e-02, eta: 1 day, 16:14:54, time: 1.494, data_time: 0.014, memory: 16628, top1_acc: 0.5750, top5_acc: 0.8000, loss_cls: 1.8276, loss: 1.8276, grad_norm: 4.1945 2021-01-28 06:29:15,780 - mmaction - INFO - Epoch [216][2060/2147] lr: 1.239e-02, eta: 1 day, 16:14:20, time: 1.578, data_time: 0.001, memory: 16628, top1_acc: 0.5710, top5_acc: 0.7884, loss_cls: 1.8649, loss: 1.8649, grad_norm: 4.3182 2021-01-28 06:29:51,663 - mmaction - INFO - Epoch [216][2080/2147] lr: 1.239e-02, eta: 1 day, 16:13:47, time: 1.796, data_time: 0.005, memory: 16628, top1_acc: 0.5545, top5_acc: 0.7714, loss_cls: 1.9319, loss: 1.9319, grad_norm: 4.4549 2021-01-28 06:30:24,839 - mmaction - INFO - Epoch [216][2100/2147] lr: 1.239e-02, eta: 1 day, 16:13:13, time: 1.657, data_time: 0.002, memory: 16628, top1_acc: 0.5759, top5_acc: 0.7893, loss_cls: 1.8122, loss: 1.8122, grad_norm: 4.3225 2021-01-28 06:30:56,043 - mmaction - INFO - Epoch [216][2120/2147] lr: 1.239e-02, eta: 1 day, 16:12:39, time: 1.556, data_time: 0.004, memory: 16628, top1_acc: 0.5616, top5_acc: 0.7826, loss_cls: 1.8547, loss: 1.8547, grad_norm: 4.3511 2021-01-28 06:31:27,984 - mmaction - INFO - Epoch [216][2140/2147] lr: 1.239e-02, eta: 1 day, 16:12:05, time: 1.598, data_time: 0.015, memory: 16628, top1_acc: 0.5817, top5_acc: 0.7826, loss_cls: 1.8187, loss: 1.8187, grad_norm: 4.2787 2021-01-28 06:31:59,346 - mmaction - INFO - Saving checkpoint at 216 epochs 2021-01-28 06:38:01,246 - mmaction - INFO - Epoch [217][20/2147] lr: 1.181e-02, eta: 1 day, 16:12:17, time: 18.006, data_time: 16.314, memory: 16628, top1_acc: 0.5964, top5_acc: 0.7893, loss_cls: 1.7481, loss: 1.7481, grad_norm: 4.3131 2021-01-28 06:38:32,680 - mmaction - INFO - Epoch [217][40/2147] lr: 1.181e-02, eta: 1 day, 16:11:43, time: 1.575, data_time: 0.012, memory: 16628, top1_acc: 0.5772, top5_acc: 0.7866, loss_cls: 1.8422, loss: 1.8422, grad_norm: 4.3938 2021-01-28 06:39:01,583 - mmaction - INFO - Epoch [217][60/2147] lr: 1.181e-02, eta: 1 day, 16:11:09, time: 1.446, data_time: 0.002, memory: 16628, top1_acc: 0.5683, top5_acc: 0.7853, loss_cls: 1.8342, loss: 1.8342, grad_norm: 4.4240 2021-01-28 06:39:30,630 - mmaction - INFO - Epoch [217][80/2147] lr: 1.181e-02, eta: 1 day, 16:10:34, time: 1.452, data_time: 0.002, memory: 16628, top1_acc: 0.5768, top5_acc: 0.7964, loss_cls: 1.7826, loss: 1.7826, grad_norm: 4.3687 2021-01-28 06:39:59,988 - mmaction - INFO - Epoch [217][100/2147] lr: 1.181e-02, eta: 1 day, 16:09:59, time: 1.464, data_time: 0.004, memory: 16628, top1_acc: 0.5714, top5_acc: 0.7857, loss_cls: 1.8424, loss: 1.8424, grad_norm: 4.3873 2021-01-28 06:40:30,951 - mmaction - INFO - Epoch [217][120/2147] lr: 1.181e-02, eta: 1 day, 16:09:25, time: 1.552, data_time: 0.012, memory: 16628, top1_acc: 0.5723, top5_acc: 0.7915, loss_cls: 1.7938, loss: 1.7938, grad_norm: 4.3379 2021-01-28 06:41:02,780 - mmaction - INFO - Epoch [217][140/2147] lr: 1.181e-02, eta: 1 day, 16:08:51, time: 1.584, data_time: 0.002, memory: 16628, top1_acc: 0.5710, top5_acc: 0.7821, loss_cls: 1.8538, loss: 1.8538, grad_norm: 4.4439 2021-01-28 06:41:31,661 - mmaction - INFO - Epoch [217][160/2147] lr: 1.181e-02, eta: 1 day, 16:08:17, time: 1.440, data_time: 0.012, memory: 16628, top1_acc: 0.5812, top5_acc: 0.8009, loss_cls: 1.7609, loss: 1.7609, grad_norm: 4.3539 2021-01-28 06:42:02,618 - mmaction - INFO - Epoch [217][180/2147] lr: 1.181e-02, eta: 1 day, 16:07:42, time: 1.560, data_time: 0.075, memory: 16628, top1_acc: 0.5670, top5_acc: 0.7897, loss_cls: 1.8314, loss: 1.8314, grad_norm: 4.4976 2021-01-28 06:42:31,353 - mmaction - INFO - Epoch [217][200/2147] lr: 1.181e-02, eta: 1 day, 16:07:08, time: 1.437, data_time: 0.003, memory: 16628, top1_acc: 0.5710, top5_acc: 0.7960, loss_cls: 1.7854, loss: 1.7854, grad_norm: 4.3977 2021-01-28 06:43:01,269 - mmaction - INFO - Epoch [217][220/2147] lr: 1.181e-02, eta: 1 day, 16:06:33, time: 1.492, data_time: 0.002, memory: 16628, top1_acc: 0.5562, top5_acc: 0.7821, loss_cls: 1.8824, loss: 1.8824, grad_norm: 4.4420 2021-01-28 06:43:33,224 - mmaction - INFO - Epoch [217][240/2147] lr: 1.181e-02, eta: 1 day, 16:05:59, time: 1.594, data_time: 0.006, memory: 16628, top1_acc: 0.5670, top5_acc: 0.7768, loss_cls: 1.8683, loss: 1.8683, grad_norm: 4.3884 2021-01-28 06:44:04,302 - mmaction - INFO - Epoch [217][260/2147] lr: 1.181e-02, eta: 1 day, 16:05:25, time: 1.550, data_time: 0.009, memory: 16628, top1_acc: 0.5603, top5_acc: 0.7795, loss_cls: 1.8869, loss: 1.8869, grad_norm: 4.3950 2021-01-28 06:44:35,084 - mmaction - INFO - Epoch [217][280/2147] lr: 1.181e-02, eta: 1 day, 16:04:51, time: 1.549, data_time: 0.014, memory: 16628, top1_acc: 0.5616, top5_acc: 0.7714, loss_cls: 1.8961, loss: 1.8961, grad_norm: 4.4325 2021-01-28 06:45:06,618 - mmaction - INFO - Epoch [217][300/2147] lr: 1.181e-02, eta: 1 day, 16:04:17, time: 1.574, data_time: 0.010, memory: 16628, top1_acc: 0.5763, top5_acc: 0.7982, loss_cls: 1.7504, loss: 1.7504, grad_norm: 4.2633 2021-01-28 06:45:35,732 - mmaction - INFO - Epoch [217][320/2147] lr: 1.181e-02, eta: 1 day, 16:03:42, time: 1.459, data_time: 0.005, memory: 16628, top1_acc: 0.5835, top5_acc: 0.7978, loss_cls: 1.7711, loss: 1.7711, grad_norm: 4.3355 2021-01-28 06:46:06,783 - mmaction - INFO - Epoch [217][340/2147] lr: 1.181e-02, eta: 1 day, 16:03:08, time: 1.551, data_time: 0.001, memory: 16628, top1_acc: 0.5804, top5_acc: 0.7951, loss_cls: 1.7771, loss: 1.7771, grad_norm: 4.3744 2021-01-28 06:46:36,398 - mmaction - INFO - Epoch [217][360/2147] lr: 1.181e-02, eta: 1 day, 16:02:33, time: 1.477, data_time: 0.005, memory: 16628, top1_acc: 0.5879, top5_acc: 0.7973, loss_cls: 1.7428, loss: 1.7428, grad_norm: 4.2795 2021-01-28 06:47:06,903 - mmaction - INFO - Epoch [217][380/2147] lr: 1.181e-02, eta: 1 day, 16:01:59, time: 1.527, data_time: 0.033, memory: 16628, top1_acc: 0.5964, top5_acc: 0.8076, loss_cls: 1.7392, loss: 1.7392, grad_norm: 4.2324 2021-01-28 06:47:38,036 - mmaction - INFO - Epoch [217][400/2147] lr: 1.181e-02, eta: 1 day, 16:01:25, time: 1.556, data_time: 0.006, memory: 16628, top1_acc: 0.5652, top5_acc: 0.7884, loss_cls: 1.8271, loss: 1.8271, grad_norm: 4.4205 2021-01-28 06:48:08,926 - mmaction - INFO - Epoch [217][420/2147] lr: 1.181e-02, eta: 1 day, 16:00:51, time: 1.530, data_time: 0.007, memory: 16628, top1_acc: 0.5768, top5_acc: 0.7790, loss_cls: 1.8531, loss: 1.8531, grad_norm: 4.4083 2021-01-28 06:48:37,668 - mmaction - INFO - Epoch [217][440/2147] lr: 1.181e-02, eta: 1 day, 16:00:16, time: 1.455, data_time: 0.021, memory: 16628, top1_acc: 0.5821, top5_acc: 0.7853, loss_cls: 1.7864, loss: 1.7864, grad_norm: 4.3260 2021-01-28 06:49:06,978 - mmaction - INFO - Epoch [217][460/2147] lr: 1.181e-02, eta: 1 day, 15:59:42, time: 1.465, data_time: 0.005, memory: 16628, top1_acc: 0.5879, top5_acc: 0.8134, loss_cls: 1.7434, loss: 1.7434, grad_norm: 4.2850 2021-01-28 06:49:36,715 - mmaction - INFO - Epoch [217][480/2147] lr: 1.181e-02, eta: 1 day, 15:59:07, time: 1.484, data_time: 0.002, memory: 16628, top1_acc: 0.6009, top5_acc: 0.8214, loss_cls: 1.6741, loss: 1.6741, grad_norm: 4.3519 2021-01-28 06:50:05,401 - mmaction - INFO - Epoch [217][500/2147] lr: 1.181e-02, eta: 1 day, 15:58:33, time: 1.437, data_time: 0.009, memory: 16628, top1_acc: 0.5732, top5_acc: 0.7853, loss_cls: 1.8427, loss: 1.8427, grad_norm: 4.4584 2021-01-28 06:50:37,730 - mmaction - INFO - Epoch [217][520/2147] lr: 1.181e-02, eta: 1 day, 15:57:59, time: 1.616, data_time: 0.002, memory: 16628, top1_acc: 0.5598, top5_acc: 0.7705, loss_cls: 1.9073, loss: 1.9073, grad_norm: 4.4980 2021-01-28 06:51:06,327 - mmaction - INFO - Epoch [217][540/2147] lr: 1.181e-02, eta: 1 day, 15:57:24, time: 1.431, data_time: 0.003, memory: 16628, top1_acc: 0.5741, top5_acc: 0.7888, loss_cls: 1.7878, loss: 1.7878, grad_norm: 4.3882 2021-01-28 06:51:46,685 - mmaction - INFO - Epoch [217][560/2147] lr: 1.181e-02, eta: 1 day, 15:56:51, time: 2.015, data_time: 0.001, memory: 16628, top1_acc: 0.5692, top5_acc: 0.7879, loss_cls: 1.8254, loss: 1.8254, grad_norm: 4.4384 2021-01-28 06:52:16,698 - mmaction - INFO - Epoch [217][580/2147] lr: 1.181e-02, eta: 1 day, 15:56:17, time: 1.503, data_time: 0.069, memory: 16628, top1_acc: 0.5741, top5_acc: 0.8018, loss_cls: 1.7777, loss: 1.7777, grad_norm: 4.3821 2021-01-28 06:52:48,331 - mmaction - INFO - Epoch [217][600/2147] lr: 1.181e-02, eta: 1 day, 15:55:43, time: 1.574, data_time: 0.005, memory: 16628, top1_acc: 0.5835, top5_acc: 0.7897, loss_cls: 1.8020, loss: 1.8020, grad_norm: 4.3971 2021-01-28 06:53:18,192 - mmaction - INFO - Epoch [217][620/2147] lr: 1.181e-02, eta: 1 day, 15:55:08, time: 1.500, data_time: 0.013, memory: 16628, top1_acc: 0.5616, top5_acc: 0.7790, loss_cls: 1.8778, loss: 1.8778, grad_norm: 4.3488 2021-01-28 06:53:48,433 - mmaction - INFO - Epoch [217][640/2147] lr: 1.181e-02, eta: 1 day, 15:54:34, time: 1.512, data_time: 0.004, memory: 16628, top1_acc: 0.5701, top5_acc: 0.7862, loss_cls: 1.8218, loss: 1.8218, grad_norm: 4.4354 2021-01-28 06:54:18,341 - mmaction - INFO - Epoch [217][660/2147] lr: 1.181e-02, eta: 1 day, 15:54:00, time: 1.497, data_time: 0.008, memory: 16628, top1_acc: 0.5906, top5_acc: 0.8031, loss_cls: 1.7728, loss: 1.7728, grad_norm: 4.4155 2021-01-28 06:54:47,760 - mmaction - INFO - Epoch [217][680/2147] lr: 1.181e-02, eta: 1 day, 15:53:25, time: 1.470, data_time: 0.004, memory: 16628, top1_acc: 0.5781, top5_acc: 0.7924, loss_cls: 1.7945, loss: 1.7945, grad_norm: 4.1839 2021-01-28 06:55:18,058 - mmaction - INFO - Epoch [217][700/2147] lr: 1.181e-02, eta: 1 day, 15:52:51, time: 1.513, data_time: 0.010, memory: 16628, top1_acc: 0.5871, top5_acc: 0.7924, loss_cls: 1.7702, loss: 1.7702, grad_norm: 4.2983 2021-01-28 06:55:49,374 - mmaction - INFO - Epoch [217][720/2147] lr: 1.181e-02, eta: 1 day, 15:52:17, time: 1.565, data_time: 0.007, memory: 16628, top1_acc: 0.5920, top5_acc: 0.7924, loss_cls: 1.7592, loss: 1.7592, grad_norm: 4.4396 2021-01-28 06:56:19,994 - mmaction - INFO - Epoch [217][740/2147] lr: 1.181e-02, eta: 1 day, 15:51:42, time: 1.532, data_time: 0.008, memory: 16628, top1_acc: 0.5813, top5_acc: 0.7920, loss_cls: 1.8115, loss: 1.8115, grad_norm: 4.3553 2021-01-28 06:57:04,841 - mmaction - INFO - Epoch [217][760/2147] lr: 1.181e-02, eta: 1 day, 15:51:11, time: 2.240, data_time: 0.004, memory: 16628, top1_acc: 0.5679, top5_acc: 0.7879, loss_cls: 1.8455, loss: 1.8455, grad_norm: 4.3709 2021-01-28 06:57:35,605 - mmaction - INFO - Epoch [217][780/2147] lr: 1.181e-02, eta: 1 day, 15:50:37, time: 1.543, data_time: 0.008, memory: 16628, top1_acc: 0.5692, top5_acc: 0.7920, loss_cls: 1.8467, loss: 1.8467, grad_norm: 4.3634 2021-01-28 06:58:11,832 - mmaction - INFO - Epoch [217][800/2147] lr: 1.181e-02, eta: 1 day, 15:50:03, time: 1.811, data_time: 0.002, memory: 16628, top1_acc: 0.5621, top5_acc: 0.7750, loss_cls: 1.8765, loss: 1.8765, grad_norm: 4.4841 2021-01-28 06:58:43,061 - mmaction - INFO - Epoch [217][820/2147] lr: 1.181e-02, eta: 1 day, 15:49:29, time: 1.562, data_time: 0.004, memory: 16628, top1_acc: 0.5790, top5_acc: 0.7969, loss_cls: 1.7716, loss: 1.7716, grad_norm: 4.3223 2021-01-28 06:59:11,900 - mmaction - INFO - Epoch [217][840/2147] lr: 1.181e-02, eta: 1 day, 15:48:55, time: 1.439, data_time: 0.003, memory: 16628, top1_acc: 0.5813, top5_acc: 0.8009, loss_cls: 1.7468, loss: 1.7468, grad_norm: 4.4842 2021-01-28 06:59:42,505 - mmaction - INFO - Epoch [217][860/2147] lr: 1.181e-02, eta: 1 day, 15:48:20, time: 1.532, data_time: 0.005, memory: 16628, top1_acc: 0.5826, top5_acc: 0.7951, loss_cls: 1.8078, loss: 1.8078, grad_norm: 4.3719 2021-01-28 07:00:12,665 - mmaction - INFO - Epoch [217][880/2147] lr: 1.181e-02, eta: 1 day, 15:47:46, time: 1.508, data_time: 0.003, memory: 16628, top1_acc: 0.5563, top5_acc: 0.7777, loss_cls: 1.8729, loss: 1.8729, grad_norm: 4.4811 2021-01-28 07:00:42,343 - mmaction - INFO - Epoch [217][900/2147] lr: 1.181e-02, eta: 1 day, 15:47:11, time: 1.484, data_time: 0.005, memory: 16628, top1_acc: 0.5884, top5_acc: 0.7893, loss_cls: 1.8011, loss: 1.8011, grad_norm: 4.3359 2021-01-28 07:01:13,061 - mmaction - INFO - Epoch [217][920/2147] lr: 1.181e-02, eta: 1 day, 15:46:37, time: 1.534, data_time: 0.003, memory: 16628, top1_acc: 0.5625, top5_acc: 0.8000, loss_cls: 1.8182, loss: 1.8182, grad_norm: 4.3934 2021-01-28 07:01:48,628 - mmaction - INFO - Epoch [217][940/2147] lr: 1.181e-02, eta: 1 day, 15:46:04, time: 1.776, data_time: 0.003, memory: 16628, top1_acc: 0.5915, top5_acc: 0.8004, loss_cls: 1.7335, loss: 1.7335, grad_norm: 4.2799 2021-01-28 07:02:18,910 - mmaction - INFO - Epoch [217][960/2147] lr: 1.181e-02, eta: 1 day, 15:45:29, time: 1.510, data_time: 0.007, memory: 16628, top1_acc: 0.5674, top5_acc: 0.7795, loss_cls: 1.8348, loss: 1.8348, grad_norm: 4.3028 2021-01-28 07:02:48,208 - mmaction - INFO - Epoch [217][980/2147] lr: 1.181e-02, eta: 1 day, 15:44:55, time: 1.473, data_time: 0.012, memory: 16628, top1_acc: 0.5571, top5_acc: 0.7839, loss_cls: 1.8894, loss: 1.8894, grad_norm: 4.5094 2021-01-28 07:03:27,482 - mmaction - INFO - Epoch [217][1000/2147] lr: 1.181e-02, eta: 1 day, 15:44:22, time: 1.963, data_time: 0.029, memory: 16628, top1_acc: 0.5643, top5_acc: 0.7781, loss_cls: 1.8972, loss: 1.8972, grad_norm: 4.4495 2021-01-28 07:03:58,946 - mmaction - INFO - Epoch [217][1020/2147] lr: 1.181e-02, eta: 1 day, 15:43:48, time: 1.564, data_time: 0.007, memory: 16628, top1_acc: 0.5665, top5_acc: 0.7951, loss_cls: 1.8289, loss: 1.8289, grad_norm: 4.4524 2021-01-28 07:04:31,927 - mmaction - INFO - Epoch [217][1040/2147] lr: 1.181e-02, eta: 1 day, 15:43:14, time: 1.655, data_time: 0.020, memory: 16628, top1_acc: 0.5808, top5_acc: 0.7933, loss_cls: 1.7516, loss: 1.7516, grad_norm: 4.2793 2021-01-28 07:05:03,504 - mmaction - INFO - Epoch [217][1060/2147] lr: 1.181e-02, eta: 1 day, 15:42:40, time: 1.573, data_time: 0.009, memory: 16628, top1_acc: 0.5656, top5_acc: 0.7978, loss_cls: 1.8208, loss: 1.8208, grad_norm: 4.4101 2021-01-28 07:05:32,665 - mmaction - INFO - Epoch [217][1080/2147] lr: 1.181e-02, eta: 1 day, 15:42:06, time: 1.461, data_time: 0.012, memory: 16628, top1_acc: 0.5647, top5_acc: 0.7795, loss_cls: 1.8937, loss: 1.8937, grad_norm: 4.3649 2021-01-28 07:06:02,198 - mmaction - INFO - Epoch [217][1100/2147] lr: 1.181e-02, eta: 1 day, 15:41:31, time: 1.482, data_time: 0.007, memory: 16628, top1_acc: 0.5728, top5_acc: 0.7857, loss_cls: 1.8416, loss: 1.8416, grad_norm: 4.2356 2021-01-28 07:06:31,346 - mmaction - INFO - Epoch [217][1120/2147] lr: 1.181e-02, eta: 1 day, 15:40:57, time: 1.457, data_time: 0.003, memory: 16628, top1_acc: 0.5848, top5_acc: 0.7893, loss_cls: 1.8039, loss: 1.8039, grad_norm: 4.3167 2021-01-28 07:07:07,899 - mmaction - INFO - Epoch [217][1140/2147] lr: 1.181e-02, eta: 1 day, 15:40:23, time: 1.824, data_time: 0.052, memory: 16628, top1_acc: 0.5768, top5_acc: 0.7991, loss_cls: 1.7882, loss: 1.7882, grad_norm: 4.4526 2021-01-28 07:07:36,669 - mmaction - INFO - Epoch [217][1160/2147] lr: 1.181e-02, eta: 1 day, 15:39:49, time: 1.443, data_time: 0.011, memory: 16628, top1_acc: 0.5665, top5_acc: 0.7786, loss_cls: 1.8618, loss: 1.8618, grad_norm: 4.4656 2021-01-28 07:08:11,165 - mmaction - INFO - Epoch [217][1180/2147] lr: 1.181e-02, eta: 1 day, 15:39:15, time: 1.719, data_time: 0.006, memory: 16628, top1_acc: 0.5607, top5_acc: 0.7795, loss_cls: 1.8745, loss: 1.8745, grad_norm: 4.4170 2021-01-28 07:08:41,659 - mmaction - INFO - Epoch [217][1200/2147] lr: 1.181e-02, eta: 1 day, 15:38:41, time: 1.528, data_time: 0.014, memory: 16628, top1_acc: 0.5705, top5_acc: 0.8013, loss_cls: 1.7684, loss: 1.7684, grad_norm: 4.3983 2021-01-28 07:09:13,684 - mmaction - INFO - Epoch [217][1220/2147] lr: 1.181e-02, eta: 1 day, 15:38:07, time: 1.601, data_time: 0.005, memory: 16628, top1_acc: 0.5790, top5_acc: 0.7960, loss_cls: 1.8063, loss: 1.8063, grad_norm: 4.4393 2021-01-28 07:09:44,550 - mmaction - INFO - Epoch [217][1240/2147] lr: 1.181e-02, eta: 1 day, 15:37:33, time: 1.542, data_time: 0.005, memory: 16628, top1_acc: 0.5701, top5_acc: 0.7955, loss_cls: 1.7966, loss: 1.7966, grad_norm: 4.4892 2021-01-28 07:10:15,589 - mmaction - INFO - Epoch [217][1260/2147] lr: 1.181e-02, eta: 1 day, 15:36:59, time: 1.554, data_time: 0.011, memory: 16628, top1_acc: 0.5634, top5_acc: 0.7862, loss_cls: 1.8274, loss: 1.8274, grad_norm: 4.4984 2021-01-28 07:10:45,021 - mmaction - INFO - Epoch [217][1280/2147] lr: 1.181e-02, eta: 1 day, 15:36:24, time: 1.474, data_time: 0.005, memory: 16628, top1_acc: 0.5835, top5_acc: 0.7853, loss_cls: 1.7889, loss: 1.7889, grad_norm: 4.4566 2021-01-28 07:11:16,819 - mmaction - INFO - Epoch [217][1300/2147] lr: 1.181e-02, eta: 1 day, 15:35:50, time: 1.590, data_time: 0.002, memory: 16628, top1_acc: 0.5888, top5_acc: 0.7942, loss_cls: 1.7855, loss: 1.7855, grad_norm: 4.3419 2021-01-28 07:11:48,187 - mmaction - INFO - Epoch [217][1320/2147] lr: 1.181e-02, eta: 1 day, 15:35:16, time: 1.568, data_time: 0.001, memory: 16628, top1_acc: 0.5781, top5_acc: 0.7902, loss_cls: 1.8061, loss: 1.8061, grad_norm: 4.4487 2021-01-28 07:12:17,865 - mmaction - INFO - Epoch [217][1340/2147] lr: 1.181e-02, eta: 1 day, 15:34:41, time: 1.484, data_time: 0.004, memory: 16628, top1_acc: 0.5960, top5_acc: 0.7906, loss_cls: 1.7748, loss: 1.7748, grad_norm: 4.3616 2021-01-28 07:12:54,140 - mmaction - INFO - Epoch [217][1360/2147] lr: 1.181e-02, eta: 1 day, 15:34:08, time: 1.808, data_time: 0.007, memory: 16628, top1_acc: 0.5795, top5_acc: 0.7951, loss_cls: 1.7686, loss: 1.7686, grad_norm: 4.3717 2021-01-28 07:13:24,134 - mmaction - INFO - Epoch [217][1380/2147] lr: 1.181e-02, eta: 1 day, 15:33:34, time: 1.505, data_time: 0.015, memory: 16628, top1_acc: 0.5714, top5_acc: 0.7871, loss_cls: 1.8441, loss: 1.8441, grad_norm: 4.5373 2021-01-28 07:13:54,089 - mmaction - INFO - Epoch [217][1400/2147] lr: 1.181e-02, eta: 1 day, 15:32:59, time: 1.493, data_time: 0.004, memory: 16628, top1_acc: 0.5616, top5_acc: 0.7879, loss_cls: 1.8493, loss: 1.8493, grad_norm: 4.3424 2021-01-28 07:14:23,056 - mmaction - INFO - Epoch [217][1420/2147] lr: 1.181e-02, eta: 1 day, 15:32:25, time: 1.454, data_time: 0.014, memory: 16628, top1_acc: 0.5888, top5_acc: 0.7987, loss_cls: 1.7887, loss: 1.7887, grad_norm: 4.3128 2021-01-28 07:14:53,044 - mmaction - INFO - Epoch [217][1440/2147] lr: 1.181e-02, eta: 1 day, 15:31:51, time: 1.498, data_time: 0.002, memory: 16628, top1_acc: 0.5696, top5_acc: 0.7830, loss_cls: 1.8450, loss: 1.8450, grad_norm: 4.4311 2021-01-28 07:15:22,132 - mmaction - INFO - Epoch [217][1460/2147] lr: 1.181e-02, eta: 1 day, 15:31:16, time: 1.453, data_time: 0.006, memory: 16628, top1_acc: 0.5683, top5_acc: 0.7955, loss_cls: 1.8236, loss: 1.8236, grad_norm: 4.4488 2021-01-28 07:15:51,330 - mmaction - INFO - Epoch [217][1480/2147] lr: 1.181e-02, eta: 1 day, 15:30:41, time: 1.460, data_time: 0.008, memory: 16628, top1_acc: 0.5763, top5_acc: 0.7871, loss_cls: 1.8418, loss: 1.8418, grad_norm: 4.4356 2021-01-28 07:16:20,165 - mmaction - INFO - Epoch [217][1500/2147] lr: 1.181e-02, eta: 1 day, 15:30:07, time: 1.445, data_time: 0.005, memory: 16628, top1_acc: 0.5616, top5_acc: 0.7821, loss_cls: 1.9008, loss: 1.9008, grad_norm: 4.5164 2021-01-28 07:17:09,050 - mmaction - INFO - Epoch [217][1520/2147] lr: 1.181e-02, eta: 1 day, 15:29:36, time: 2.444, data_time: 0.048, memory: 16628, top1_acc: 0.5763, top5_acc: 0.7929, loss_cls: 1.8222, loss: 1.8222, grad_norm: 4.2998 2021-01-28 07:17:39,535 - mmaction - INFO - Epoch [217][1540/2147] lr: 1.181e-02, eta: 1 day, 15:29:02, time: 1.524, data_time: 0.003, memory: 16628, top1_acc: 0.5687, top5_acc: 0.7777, loss_cls: 1.8850, loss: 1.8850, grad_norm: 4.4785 2021-01-28 07:18:09,965 - mmaction - INFO - Epoch [217][1560/2147] lr: 1.181e-02, eta: 1 day, 15:28:27, time: 1.521, data_time: 0.003, memory: 16628, top1_acc: 0.5661, top5_acc: 0.7853, loss_cls: 1.8602, loss: 1.8602, grad_norm: 4.3776 2021-01-28 07:18:39,457 - mmaction - INFO - Epoch [217][1580/2147] lr: 1.181e-02, eta: 1 day, 15:27:53, time: 1.475, data_time: 0.031, memory: 16628, top1_acc: 0.5652, top5_acc: 0.7888, loss_cls: 1.8568, loss: 1.8568, grad_norm: 4.3994 2021-01-28 07:19:11,137 - mmaction - INFO - Epoch [217][1600/2147] lr: 1.181e-02, eta: 1 day, 15:27:19, time: 1.574, data_time: 0.003, memory: 16628, top1_acc: 0.5643, top5_acc: 0.7920, loss_cls: 1.8594, loss: 1.8594, grad_norm: 4.4662 2021-01-28 07:19:40,928 - mmaction - INFO - Epoch [217][1620/2147] lr: 1.181e-02, eta: 1 day, 15:26:44, time: 1.500, data_time: 0.032, memory: 16628, top1_acc: 0.5670, top5_acc: 0.7897, loss_cls: 1.8368, loss: 1.8368, grad_norm: 4.3739 2021-01-28 07:20:10,684 - mmaction - INFO - Epoch [217][1640/2147] lr: 1.181e-02, eta: 1 day, 15:26:10, time: 1.484, data_time: 0.010, memory: 16628, top1_acc: 0.5732, top5_acc: 0.7920, loss_cls: 1.8349, loss: 1.8349, grad_norm: 4.3962 2021-01-28 07:20:42,671 - mmaction - INFO - Epoch [217][1660/2147] lr: 1.181e-02, eta: 1 day, 15:25:36, time: 1.602, data_time: 0.006, memory: 16628, top1_acc: 0.5844, top5_acc: 0.8045, loss_cls: 1.7526, loss: 1.7526, grad_norm: 4.4499 2021-01-28 07:21:11,587 - mmaction - INFO - Epoch [217][1680/2147] lr: 1.181e-02, eta: 1 day, 15:25:01, time: 1.419, data_time: 0.004, memory: 16628, top1_acc: 0.5424, top5_acc: 0.7826, loss_cls: 1.8987, loss: 1.8987, grad_norm: 4.5546 2021-01-28 07:21:51,562 - mmaction - INFO - Epoch [217][1700/2147] lr: 1.181e-02, eta: 1 day, 15:24:29, time: 2.024, data_time: 0.031, memory: 16628, top1_acc: 0.5812, top5_acc: 0.7875, loss_cls: 1.8176, loss: 1.8176, grad_norm: 4.4676 2021-01-28 07:22:20,222 - mmaction - INFO - Epoch [217][1720/2147] lr: 1.181e-02, eta: 1 day, 15:23:54, time: 1.436, data_time: 0.007, memory: 16628, top1_acc: 0.5795, top5_acc: 0.7924, loss_cls: 1.8487, loss: 1.8487, grad_norm: 4.6022 2021-01-28 07:22:59,695 - mmaction - INFO - Epoch [217][1740/2147] lr: 1.181e-02, eta: 1 day, 15:23:21, time: 1.963, data_time: 0.002, memory: 16628, top1_acc: 0.5808, top5_acc: 0.7897, loss_cls: 1.8082, loss: 1.8082, grad_norm: 4.4545 2021-01-28 07:23:29,504 - mmaction - INFO - Epoch [217][1760/2147] lr: 1.181e-02, eta: 1 day, 15:22:47, time: 1.500, data_time: 0.019, memory: 16628, top1_acc: 0.5741, top5_acc: 0.7795, loss_cls: 1.8379, loss: 1.8379, grad_norm: 4.3533 2021-01-28 07:23:59,611 - mmaction - INFO - Epoch [217][1780/2147] lr: 1.181e-02, eta: 1 day, 15:22:13, time: 1.501, data_time: 0.004, memory: 16628, top1_acc: 0.5732, top5_acc: 0.8071, loss_cls: 1.7543, loss: 1.7543, grad_norm: 4.4003 2021-01-28 07:24:30,630 - mmaction - INFO - Epoch [217][1800/2147] lr: 1.181e-02, eta: 1 day, 15:21:39, time: 1.555, data_time: 0.015, memory: 16628, top1_acc: 0.5737, top5_acc: 0.7933, loss_cls: 1.7983, loss: 1.7983, grad_norm: 4.4651 2021-01-28 07:24:59,720 - mmaction - INFO - Epoch [217][1820/2147] lr: 1.181e-02, eta: 1 day, 15:21:04, time: 1.454, data_time: 0.006, memory: 16628, top1_acc: 0.5835, top5_acc: 0.7933, loss_cls: 1.8015, loss: 1.8015, grad_norm: 4.3985 2021-01-28 07:25:28,304 - mmaction - INFO - Epoch [217][1840/2147] lr: 1.181e-02, eta: 1 day, 15:20:29, time: 1.431, data_time: 0.006, memory: 16628, top1_acc: 0.5705, top5_acc: 0.7929, loss_cls: 1.8013, loss: 1.8013, grad_norm: 4.3688 2021-01-28 07:26:00,424 - mmaction - INFO - Epoch [217][1860/2147] lr: 1.181e-02, eta: 1 day, 15:19:55, time: 1.605, data_time: 0.001, memory: 16628, top1_acc: 0.5710, top5_acc: 0.7862, loss_cls: 1.8402, loss: 1.8402, grad_norm: 4.4708 2021-01-28 07:26:31,758 - mmaction - INFO - Epoch [217][1880/2147] lr: 1.181e-02, eta: 1 day, 15:19:21, time: 1.568, data_time: 0.007, memory: 16628, top1_acc: 0.5826, top5_acc: 0.7884, loss_cls: 1.8153, loss: 1.8153, grad_norm: 4.4606 2021-01-28 07:27:02,717 - mmaction - INFO - Epoch [217][1900/2147] lr: 1.181e-02, eta: 1 day, 15:18:47, time: 1.548, data_time: 0.004, memory: 16628, top1_acc: 0.5647, top5_acc: 0.7960, loss_cls: 1.8110, loss: 1.8110, grad_norm: 4.4817 2021-01-28 07:27:31,265 - mmaction - INFO - Epoch [217][1920/2147] lr: 1.181e-02, eta: 1 day, 15:18:12, time: 1.427, data_time: 0.002, memory: 16628, top1_acc: 0.5946, top5_acc: 0.7969, loss_cls: 1.7864, loss: 1.7864, grad_norm: 4.3517 2021-01-28 07:28:01,725 - mmaction - INFO - Epoch [217][1940/2147] lr: 1.181e-02, eta: 1 day, 15:17:38, time: 1.523, data_time: 0.002, memory: 16628, top1_acc: 0.5812, top5_acc: 0.7893, loss_cls: 1.7824, loss: 1.7824, grad_norm: 4.4361 2021-01-28 07:28:33,165 - mmaction - INFO - Epoch [217][1960/2147] lr: 1.181e-02, eta: 1 day, 15:17:04, time: 1.570, data_time: 0.003, memory: 16628, top1_acc: 0.5629, top5_acc: 0.7875, loss_cls: 1.7998, loss: 1.7998, grad_norm: 4.4639 2021-01-28 07:29:03,917 - mmaction - INFO - Epoch [217][1980/2147] lr: 1.181e-02, eta: 1 day, 15:16:30, time: 1.539, data_time: 0.008, memory: 16628, top1_acc: 0.5670, top5_acc: 0.7902, loss_cls: 1.8187, loss: 1.8187, grad_norm: 4.5465 2021-01-28 07:29:35,173 - mmaction - INFO - Epoch [217][2000/2147] lr: 1.181e-02, eta: 1 day, 15:15:56, time: 1.563, data_time: 0.002, memory: 16628, top1_acc: 0.6013, top5_acc: 0.8054, loss_cls: 1.7342, loss: 1.7342, grad_norm: 4.2598 2021-01-28 07:30:03,714 - mmaction - INFO - Epoch [217][2020/2147] lr: 1.181e-02, eta: 1 day, 15:15:21, time: 1.427, data_time: 0.002, memory: 16628, top1_acc: 0.5754, top5_acc: 0.7853, loss_cls: 1.8095, loss: 1.8095, grad_norm: 4.3238 2021-01-28 07:30:32,568 - mmaction - INFO - Epoch [217][2040/2147] lr: 1.181e-02, eta: 1 day, 15:14:46, time: 1.442, data_time: 0.009, memory: 16628, top1_acc: 0.5772, top5_acc: 0.7857, loss_cls: 1.8340, loss: 1.8340, grad_norm: 4.4186 2021-01-28 07:31:03,236 - mmaction - INFO - Epoch [217][2060/2147] lr: 1.181e-02, eta: 1 day, 15:14:12, time: 1.535, data_time: 0.003, memory: 16628, top1_acc: 0.5812, top5_acc: 0.7969, loss_cls: 1.7946, loss: 1.7946, grad_norm: 4.3516 2021-01-28 07:31:31,718 - mmaction - INFO - Epoch [217][2080/2147] lr: 1.181e-02, eta: 1 day, 15:13:37, time: 1.424, data_time: 0.002, memory: 16628, top1_acc: 0.5786, top5_acc: 0.7924, loss_cls: 1.8128, loss: 1.8128, grad_norm: 4.4692 2021-01-28 07:32:02,670 - mmaction - INFO - Epoch [217][2100/2147] lr: 1.181e-02, eta: 1 day, 15:13:03, time: 1.546, data_time: 0.012, memory: 16628, top1_acc: 0.5714, top5_acc: 0.7879, loss_cls: 1.8233, loss: 1.8233, grad_norm: 4.4705 2021-01-28 07:32:31,790 - mmaction - INFO - Epoch [217][2120/2147] lr: 1.181e-02, eta: 1 day, 15:12:29, time: 1.455, data_time: 0.004, memory: 16628, top1_acc: 0.5723, top5_acc: 0.7893, loss_cls: 1.8045, loss: 1.8045, grad_norm: 4.4420 2021-01-28 07:33:00,294 - mmaction - INFO - Epoch [217][2140/2147] lr: 1.181e-02, eta: 1 day, 15:11:54, time: 1.428, data_time: 0.008, memory: 16628, top1_acc: 0.5862, top5_acc: 0.7969, loss_cls: 1.7926, loss: 1.7926, grad_norm: 4.3844 2021-01-28 07:39:42,132 - mmaction - INFO - Epoch [218][20/2147] lr: 1.124e-02, eta: 1 day, 15:12:06, time: 18.129, data_time: 16.587, memory: 16628, top1_acc: 0.5763, top5_acc: 0.7893, loss_cls: 1.8216, loss: 1.8216, grad_norm: 4.4952 2021-01-28 07:40:12,387 - mmaction - INFO - Epoch [218][40/2147] lr: 1.124e-02, eta: 1 day, 15:11:31, time: 1.508, data_time: 0.007, memory: 16628, top1_acc: 0.5728, top5_acc: 0.7911, loss_cls: 1.7853, loss: 1.7853, grad_norm: 4.3587 2021-01-28 07:40:41,910 - mmaction - INFO - Epoch [218][60/2147] lr: 1.124e-02, eta: 1 day, 15:10:57, time: 1.481, data_time: 0.007, memory: 16628, top1_acc: 0.6125, top5_acc: 0.8040, loss_cls: 1.7028, loss: 1.7028, grad_norm: 4.2674 2021-01-28 07:41:12,761 - mmaction - INFO - Epoch [218][80/2147] lr: 1.124e-02, eta: 1 day, 15:10:23, time: 1.541, data_time: 0.004, memory: 16628, top1_acc: 0.5746, top5_acc: 0.7893, loss_cls: 1.8011, loss: 1.8011, grad_norm: 4.3869 2021-01-28 07:41:47,443 - mmaction - INFO - Epoch [218][100/2147] lr: 1.124e-02, eta: 1 day, 15:09:49, time: 1.633, data_time: 0.005, memory: 16628, top1_acc: 0.5973, top5_acc: 0.7996, loss_cls: 1.7456, loss: 1.7456, grad_norm: 4.3430 2021-01-28 07:42:18,648 - mmaction - INFO - Epoch [218][120/2147] lr: 1.124e-02, eta: 1 day, 15:09:15, time: 1.661, data_time: 0.108, memory: 16628, top1_acc: 0.5612, top5_acc: 0.7884, loss_cls: 1.8315, loss: 1.8315, grad_norm: 4.4589 2021-01-28 07:42:50,178 - mmaction - INFO - Epoch [218][140/2147] lr: 1.124e-02, eta: 1 day, 15:08:41, time: 1.576, data_time: 0.006, memory: 16628, top1_acc: 0.5830, top5_acc: 0.7996, loss_cls: 1.7881, loss: 1.7881, grad_norm: 4.4528 2021-01-28 07:43:23,828 - mmaction - INFO - Epoch [218][160/2147] lr: 1.124e-02, eta: 1 day, 15:08:07, time: 1.682, data_time: 0.005, memory: 16628, top1_acc: 0.5670, top5_acc: 0.8031, loss_cls: 1.7895, loss: 1.7895, grad_norm: 4.4319 2021-01-28 07:43:55,345 - mmaction - INFO - Epoch [218][180/2147] lr: 1.124e-02, eta: 1 day, 15:07:33, time: 1.578, data_time: 0.005, memory: 16628, top1_acc: 0.5884, top5_acc: 0.8089, loss_cls: 1.7598, loss: 1.7598, grad_norm: 4.4552 2021-01-28 07:44:25,293 - mmaction - INFO - Epoch [218][200/2147] lr: 1.124e-02, eta: 1 day, 15:06:59, time: 1.497, data_time: 0.002, memory: 16628, top1_acc: 0.5879, top5_acc: 0.7996, loss_cls: 1.7193, loss: 1.7193, grad_norm: 4.2965 2021-01-28 07:44:55,894 - mmaction - INFO - Epoch [218][220/2147] lr: 1.124e-02, eta: 1 day, 15:06:24, time: 1.530, data_time: 0.003, memory: 16628, top1_acc: 0.5625, top5_acc: 0.7848, loss_cls: 1.8501, loss: 1.8501, grad_norm: 4.5302 2021-01-28 07:45:25,644 - mmaction - INFO - Epoch [218][240/2147] lr: 1.124e-02, eta: 1 day, 15:05:50, time: 1.485, data_time: 0.003, memory: 16628, top1_acc: 0.5777, top5_acc: 0.7924, loss_cls: 1.7871, loss: 1.7871, grad_norm: 4.4407 2021-01-28 07:45:56,067 - mmaction - INFO - Epoch [218][260/2147] lr: 1.124e-02, eta: 1 day, 15:05:16, time: 1.523, data_time: 0.007, memory: 16628, top1_acc: 0.5737, top5_acc: 0.7906, loss_cls: 1.7861, loss: 1.7861, grad_norm: 4.3199 2021-01-28 07:46:26,282 - mmaction - INFO - Epoch [218][280/2147] lr: 1.124e-02, eta: 1 day, 15:04:41, time: 1.511, data_time: 0.078, memory: 16628, top1_acc: 0.5871, top5_acc: 0.8022, loss_cls: 1.7457, loss: 1.7457, grad_norm: 4.4317 2021-01-28 07:47:03,607 - mmaction - INFO - Epoch [218][300/2147] lr: 1.124e-02, eta: 1 day, 15:04:08, time: 1.866, data_time: 0.008, memory: 16628, top1_acc: 0.5821, top5_acc: 0.7982, loss_cls: 1.7903, loss: 1.7903, grad_norm: 4.4236 2021-01-28 07:47:32,657 - mmaction - INFO - Epoch [218][320/2147] lr: 1.124e-02, eta: 1 day, 15:03:34, time: 1.449, data_time: 0.009, memory: 16628, top1_acc: 0.5862, top5_acc: 0.8009, loss_cls: 1.7609, loss: 1.7609, grad_norm: 4.3071 2021-01-28 07:48:01,946 - mmaction - INFO - Epoch [218][340/2147] lr: 1.124e-02, eta: 1 day, 15:02:59, time: 1.468, data_time: 0.008, memory: 16628, top1_acc: 0.5964, top5_acc: 0.8000, loss_cls: 1.7089, loss: 1.7089, grad_norm: 4.3253 2021-01-28 07:48:33,115 - mmaction - INFO - Epoch [218][360/2147] lr: 1.124e-02, eta: 1 day, 15:02:25, time: 1.560, data_time: 0.008, memory: 16628, top1_acc: 0.5808, top5_acc: 0.7893, loss_cls: 1.8014, loss: 1.8014, grad_norm: 4.4144 2021-01-28 07:49:03,669 - mmaction - INFO - Epoch [218][380/2147] lr: 1.124e-02, eta: 1 day, 15:01:51, time: 1.520, data_time: 0.006, memory: 16628, top1_acc: 0.5813, top5_acc: 0.7902, loss_cls: 1.7706, loss: 1.7706, grad_norm: 4.3822 2021-01-28 07:49:34,827 - mmaction - INFO - Epoch [218][400/2147] lr: 1.124e-02, eta: 1 day, 15:01:16, time: 1.561, data_time: 0.012, memory: 16628, top1_acc: 0.5897, top5_acc: 0.7964, loss_cls: 1.7630, loss: 1.7630, grad_norm: 4.3635 2021-01-28 07:50:10,822 - mmaction - INFO - Epoch [218][420/2147] lr: 1.124e-02, eta: 1 day, 15:00:43, time: 1.800, data_time: 0.005, memory: 16628, top1_acc: 0.5804, top5_acc: 0.7826, loss_cls: 1.8688, loss: 1.8688, grad_norm: 4.4752 2021-01-28 07:50:42,112 - mmaction - INFO - Epoch [218][440/2147] lr: 1.124e-02, eta: 1 day, 15:00:09, time: 1.566, data_time: 0.008, memory: 16628, top1_acc: 0.5955, top5_acc: 0.8165, loss_cls: 1.6730, loss: 1.6730, grad_norm: 4.3198 2021-01-28 07:51:13,905 - mmaction - INFO - Epoch [218][460/2147] lr: 1.124e-02, eta: 1 day, 14:59:35, time: 1.590, data_time: 0.004, memory: 16628, top1_acc: 0.5826, top5_acc: 0.8018, loss_cls: 1.7705, loss: 1.7705, grad_norm: 4.4193 2021-01-28 07:51:47,393 - mmaction - INFO - Epoch [218][480/2147] lr: 1.124e-02, eta: 1 day, 14:59:01, time: 1.676, data_time: 0.004, memory: 16628, top1_acc: 0.5821, top5_acc: 0.7924, loss_cls: 1.7812, loss: 1.7812, grad_norm: 4.3913 2021-01-28 07:52:16,848 - mmaction - INFO - Epoch [218][500/2147] lr: 1.124e-02, eta: 1 day, 14:58:27, time: 1.471, data_time: 0.006, memory: 16628, top1_acc: 0.5746, top5_acc: 0.7804, loss_cls: 1.8483, loss: 1.8483, grad_norm: 4.4356 2021-01-28 07:52:46,638 - mmaction - INFO - Epoch [218][520/2147] lr: 1.124e-02, eta: 1 day, 14:57:52, time: 1.490, data_time: 0.005, memory: 16628, top1_acc: 0.5674, top5_acc: 0.7969, loss_cls: 1.8183, loss: 1.8183, grad_norm: 4.5130 2021-01-28 07:53:25,774 - mmaction - INFO - Epoch [218][540/2147] lr: 1.124e-02, eta: 1 day, 14:57:20, time: 1.955, data_time: 0.017, memory: 16628, top1_acc: 0.5844, top5_acc: 0.7848, loss_cls: 1.8209, loss: 1.8209, grad_norm: 4.3186 2021-01-28 07:53:56,118 - mmaction - INFO - Epoch [218][560/2147] lr: 1.124e-02, eta: 1 day, 14:56:45, time: 1.513, data_time: 0.012, memory: 16628, top1_acc: 0.5714, top5_acc: 0.7933, loss_cls: 1.8386, loss: 1.8386, grad_norm: 4.4800 2021-01-28 07:54:27,003 - mmaction - INFO - Epoch [218][580/2147] lr: 1.124e-02, eta: 1 day, 14:56:11, time: 1.551, data_time: 0.011, memory: 16628, top1_acc: 0.5799, top5_acc: 0.8022, loss_cls: 1.7453, loss: 1.7453, grad_norm: 4.4808 2021-01-28 07:54:55,908 - mmaction - INFO - Epoch [218][600/2147] lr: 1.124e-02, eta: 1 day, 14:55:36, time: 1.446, data_time: 0.006, memory: 16628, top1_acc: 0.5813, top5_acc: 0.8004, loss_cls: 1.8101, loss: 1.8101, grad_norm: 4.5119 2021-01-28 07:55:25,178 - mmaction - INFO - Epoch [218][620/2147] lr: 1.124e-02, eta: 1 day, 14:55:02, time: 1.465, data_time: 0.007, memory: 16628, top1_acc: 0.5723, top5_acc: 0.7879, loss_cls: 1.8459, loss: 1.8459, grad_norm: 4.5676 2021-01-28 07:55:56,393 - mmaction - INFO - Epoch [218][640/2147] lr: 1.124e-02, eta: 1 day, 14:54:28, time: 1.557, data_time: 0.007, memory: 16628, top1_acc: 0.5799, top5_acc: 0.7933, loss_cls: 1.7905, loss: 1.7905, grad_norm: 4.4111 2021-01-28 07:56:24,825 - mmaction - INFO - Epoch [218][660/2147] lr: 1.124e-02, eta: 1 day, 14:53:53, time: 1.426, data_time: 0.008, memory: 16628, top1_acc: 0.5741, top5_acc: 0.7902, loss_cls: 1.7977, loss: 1.7977, grad_norm: 4.3860 2021-01-28 07:56:59,333 - mmaction - INFO - Epoch [218][680/2147] lr: 1.124e-02, eta: 1 day, 14:53:19, time: 1.711, data_time: 0.004, memory: 16628, top1_acc: 0.5853, top5_acc: 0.7853, loss_cls: 1.7651, loss: 1.7651, grad_norm: 4.4639 2021-01-28 07:57:33,360 - mmaction - INFO - Epoch [218][700/2147] lr: 1.124e-02, eta: 1 day, 14:52:46, time: 1.712, data_time: 0.033, memory: 16628, top1_acc: 0.5911, top5_acc: 0.8054, loss_cls: 1.7423, loss: 1.7423, grad_norm: 4.4024 2021-01-28 07:58:02,155 - mmaction - INFO - Epoch [218][720/2147] lr: 1.124e-02, eta: 1 day, 14:52:11, time: 1.439, data_time: 0.006, memory: 16628, top1_acc: 0.5795, top5_acc: 0.7821, loss_cls: 1.8253, loss: 1.8253, grad_norm: 4.4897 2021-01-28 07:58:30,779 - mmaction - INFO - Epoch [218][740/2147] lr: 1.124e-02, eta: 1 day, 14:51:37, time: 1.433, data_time: 0.005, memory: 16628, top1_acc: 0.5531, top5_acc: 0.7679, loss_cls: 1.8874, loss: 1.8874, grad_norm: 4.5914 2021-01-28 07:59:02,598 - mmaction - INFO - Epoch [218][760/2147] lr: 1.124e-02, eta: 1 day, 14:51:03, time: 1.591, data_time: 0.011, memory: 16628, top1_acc: 0.5875, top5_acc: 0.7897, loss_cls: 1.7935, loss: 1.7935, grad_norm: 4.4203 2021-01-28 07:59:34,525 - mmaction - INFO - Epoch [218][780/2147] lr: 1.124e-02, eta: 1 day, 14:50:29, time: 1.598, data_time: 0.006, memory: 16628, top1_acc: 0.5705, top5_acc: 0.7879, loss_cls: 1.8413, loss: 1.8413, grad_norm: 4.3998 2021-01-28 08:00:11,684 - mmaction - INFO - Epoch [218][800/2147] lr: 1.124e-02, eta: 1 day, 14:49:55, time: 1.858, data_time: 0.012, memory: 16628, top1_acc: 0.5719, top5_acc: 0.7902, loss_cls: 1.7890, loss: 1.7890, grad_norm: 4.3952 2021-01-28 08:00:43,647 - mmaction - INFO - Epoch [218][820/2147] lr: 1.124e-02, eta: 1 day, 14:49:21, time: 1.590, data_time: 0.009, memory: 16628, top1_acc: 0.5746, top5_acc: 0.7991, loss_cls: 1.7845, loss: 1.7845, grad_norm: 4.4210 2021-01-28 08:01:13,413 - mmaction - INFO - Epoch [218][840/2147] lr: 1.124e-02, eta: 1 day, 14:48:47, time: 1.495, data_time: 0.010, memory: 16628, top1_acc: 0.5692, top5_acc: 0.7915, loss_cls: 1.8098, loss: 1.8098, grad_norm: 4.4417 2021-01-28 08:01:46,576 - mmaction - INFO - Epoch [218][860/2147] lr: 1.124e-02, eta: 1 day, 14:48:13, time: 1.616, data_time: 0.047, memory: 16628, top1_acc: 0.5759, top5_acc: 0.7862, loss_cls: 1.8088, loss: 1.8088, grad_norm: 4.5693 2021-01-28 08:02:17,303 - mmaction - INFO - Epoch [218][880/2147] lr: 1.124e-02, eta: 1 day, 14:47:39, time: 1.578, data_time: 0.045, memory: 16628, top1_acc: 0.5754, top5_acc: 0.7920, loss_cls: 1.7653, loss: 1.7653, grad_norm: 4.5013 2021-01-28 08:02:46,703 - mmaction - INFO - Epoch [218][900/2147] lr: 1.124e-02, eta: 1 day, 14:47:04, time: 1.465, data_time: 0.004, memory: 16628, top1_acc: 0.5862, top5_acc: 0.8049, loss_cls: 1.7639, loss: 1.7639, grad_norm: 4.4348 2021-01-28 08:03:33,156 - mmaction - INFO - Epoch [218][920/2147] lr: 1.124e-02, eta: 1 day, 14:46:33, time: 2.316, data_time: 0.012, memory: 16628, top1_acc: 0.5830, top5_acc: 0.8040, loss_cls: 1.7606, loss: 1.7606, grad_norm: 4.4956 2021-01-28 08:04:03,638 - mmaction - INFO - Epoch [218][940/2147] lr: 1.124e-02, eta: 1 day, 14:45:59, time: 1.537, data_time: 0.022, memory: 16628, top1_acc: 0.5522, top5_acc: 0.7929, loss_cls: 1.8375, loss: 1.8375, grad_norm: 4.5181 2021-01-28 08:04:32,319 - mmaction - INFO - Epoch [218][960/2147] lr: 1.124e-02, eta: 1 day, 14:45:24, time: 1.434, data_time: 0.003, memory: 16628, top1_acc: 0.5848, top5_acc: 0.7973, loss_cls: 1.7560, loss: 1.7560, grad_norm: 4.3703 2021-01-28 08:05:03,385 - mmaction - INFO - Epoch [218][980/2147] lr: 1.124e-02, eta: 1 day, 14:44:50, time: 1.550, data_time: 0.003, memory: 16628, top1_acc: 0.5813, top5_acc: 0.7857, loss_cls: 1.8190, loss: 1.8190, grad_norm: 4.4565 2021-01-28 08:05:34,053 - mmaction - INFO - Epoch [218][1000/2147] lr: 1.124e-02, eta: 1 day, 14:44:16, time: 1.535, data_time: 0.006, memory: 16628, top1_acc: 0.5848, top5_acc: 0.7862, loss_cls: 1.8228, loss: 1.8228, grad_norm: 4.4235 2021-01-28 08:06:02,568 - mmaction - INFO - Epoch [218][1020/2147] lr: 1.124e-02, eta: 1 day, 14:43:41, time: 1.425, data_time: 0.003, memory: 16628, top1_acc: 0.5741, top5_acc: 0.7844, loss_cls: 1.8540, loss: 1.8540, grad_norm: 4.4229 2021-01-28 08:06:54,201 - mmaction - INFO - Epoch [218][1040/2147] lr: 1.124e-02, eta: 1 day, 14:43:11, time: 2.575, data_time: 0.009, memory: 16628, top1_acc: 0.5768, top5_acc: 0.7937, loss_cls: 1.8127, loss: 1.8127, grad_norm: 4.5408 2021-01-28 08:07:24,631 - mmaction - INFO - Epoch [218][1060/2147] lr: 1.124e-02, eta: 1 day, 14:42:36, time: 1.529, data_time: 0.015, memory: 16628, top1_acc: 0.5879, top5_acc: 0.7969, loss_cls: 1.7985, loss: 1.7985, grad_norm: 4.4932 2021-01-28 08:07:53,211 - mmaction - INFO - Epoch [218][1080/2147] lr: 1.124e-02, eta: 1 day, 14:42:02, time: 1.430, data_time: 0.004, memory: 16628, top1_acc: 0.5768, top5_acc: 0.8009, loss_cls: 1.7725, loss: 1.7725, grad_norm: 4.4289 2021-01-28 08:08:26,188 - mmaction - INFO - Epoch [218][1100/2147] lr: 1.124e-02, eta: 1 day, 14:41:28, time: 1.646, data_time: 0.067, memory: 16628, top1_acc: 0.5746, top5_acc: 0.7942, loss_cls: 1.8239, loss: 1.8239, grad_norm: 4.4696 2021-01-28 08:08:55,065 - mmaction - INFO - Epoch [218][1120/2147] lr: 1.124e-02, eta: 1 day, 14:40:53, time: 1.447, data_time: 0.005, memory: 16628, top1_acc: 0.5857, top5_acc: 0.7987, loss_cls: 1.7983, loss: 1.7983, grad_norm: 4.4735 2021-01-28 08:09:27,061 - mmaction - INFO - Epoch [218][1140/2147] lr: 1.124e-02, eta: 1 day, 14:40:19, time: 1.596, data_time: 0.002, memory: 16628, top1_acc: 0.5763, top5_acc: 0.7987, loss_cls: 1.7651, loss: 1.7651, grad_norm: 4.5639 2021-01-28 08:09:56,203 - mmaction - INFO - Epoch [218][1160/2147] lr: 1.124e-02, eta: 1 day, 14:39:45, time: 1.461, data_time: 0.007, memory: 16628, top1_acc: 0.5616, top5_acc: 0.7969, loss_cls: 1.8216, loss: 1.8216, grad_norm: 4.5839 2021-01-28 08:10:25,379 - mmaction - INFO - Epoch [218][1180/2147] lr: 1.124e-02, eta: 1 day, 14:39:10, time: 1.457, data_time: 0.005, memory: 16628, top1_acc: 0.5607, top5_acc: 0.7955, loss_cls: 1.8599, loss: 1.8599, grad_norm: 4.5980 2021-01-28 08:10:56,063 - mmaction - INFO - Epoch [218][1200/2147] lr: 1.124e-02, eta: 1 day, 14:38:36, time: 1.534, data_time: 0.005, memory: 16628, top1_acc: 0.5616, top5_acc: 0.7862, loss_cls: 1.8634, loss: 1.8634, grad_norm: 4.6010 2021-01-28 08:11:31,719 - mmaction - INFO - Epoch [218][1220/2147] lr: 1.124e-02, eta: 1 day, 14:38:03, time: 1.781, data_time: 0.005, memory: 16628, top1_acc: 0.5719, top5_acc: 0.7853, loss_cls: 1.8548, loss: 1.8548, grad_norm: 4.4756 2021-01-28 08:12:06,675 - mmaction - INFO - Epoch [218][1240/2147] lr: 1.124e-02, eta: 1 day, 14:37:29, time: 1.746, data_time: 0.014, memory: 16628, top1_acc: 0.6009, top5_acc: 0.8040, loss_cls: 1.7133, loss: 1.7133, grad_norm: 4.3146 2021-01-28 08:12:39,142 - mmaction - INFO - Epoch [218][1260/2147] lr: 1.124e-02, eta: 1 day, 14:36:55, time: 1.620, data_time: 0.012, memory: 16628, top1_acc: 0.5902, top5_acc: 0.8049, loss_cls: 1.7337, loss: 1.7337, grad_norm: 4.4572 2021-01-28 08:13:11,366 - mmaction - INFO - Epoch [218][1280/2147] lr: 1.124e-02, eta: 1 day, 14:36:21, time: 1.614, data_time: 0.017, memory: 16628, top1_acc: 0.5504, top5_acc: 0.7924, loss_cls: 1.8348, loss: 1.8348, grad_norm: 4.5698 2021-01-28 08:13:46,657 - mmaction - INFO - Epoch [218][1300/2147] lr: 1.124e-02, eta: 1 day, 14:35:48, time: 1.768, data_time: 0.009, memory: 16628, top1_acc: 0.5661, top5_acc: 0.7808, loss_cls: 1.8333, loss: 1.8333, grad_norm: 4.4952 2021-01-28 08:14:15,481 - mmaction - INFO - Epoch [218][1320/2147] lr: 1.124e-02, eta: 1 day, 14:35:13, time: 1.443, data_time: 0.004, memory: 16628, top1_acc: 0.5857, top5_acc: 0.7911, loss_cls: 1.7640, loss: 1.7640, grad_norm: 4.4257 2021-01-28 08:14:47,686 - mmaction - INFO - Epoch [218][1340/2147] lr: 1.124e-02, eta: 1 day, 14:34:39, time: 1.605, data_time: 0.004, memory: 16628, top1_acc: 0.5772, top5_acc: 0.7955, loss_cls: 1.7809, loss: 1.7809, grad_norm: 4.3952 2021-01-28 08:15:21,678 - mmaction - INFO - Epoch [218][1360/2147] lr: 1.124e-02, eta: 1 day, 14:34:06, time: 1.696, data_time: 0.016, memory: 16628, top1_acc: 0.5732, top5_acc: 0.7897, loss_cls: 1.8024, loss: 1.8024, grad_norm: 4.4189 2021-01-28 08:15:51,778 - mmaction - INFO - Epoch [218][1380/2147] lr: 1.124e-02, eta: 1 day, 14:33:31, time: 1.513, data_time: 0.017, memory: 16628, top1_acc: 0.5665, top5_acc: 0.7804, loss_cls: 1.8617, loss: 1.8617, grad_norm: 4.5067 2021-01-28 08:16:21,007 - mmaction - INFO - Epoch [218][1400/2147] lr: 1.124e-02, eta: 1 day, 14:32:57, time: 1.462, data_time: 0.003, memory: 16628, top1_acc: 0.5960, top5_acc: 0.8116, loss_cls: 1.7329, loss: 1.7329, grad_norm: 4.4894 2021-01-28 08:16:56,278 - mmaction - INFO - Epoch [218][1420/2147] lr: 1.124e-02, eta: 1 day, 14:32:23, time: 1.757, data_time: 0.056, memory: 16628, top1_acc: 0.5795, top5_acc: 0.7857, loss_cls: 1.8576, loss: 1.8576, grad_norm: 4.3774 2021-01-28 08:17:24,987 - mmaction - INFO - Epoch [218][1440/2147] lr: 1.124e-02, eta: 1 day, 14:31:49, time: 1.441, data_time: 0.010, memory: 16628, top1_acc: 0.5839, top5_acc: 0.7946, loss_cls: 1.7578, loss: 1.7578, grad_norm: 4.3704 2021-01-28 08:17:57,081 - mmaction - INFO - Epoch [218][1460/2147] lr: 1.124e-02, eta: 1 day, 14:31:14, time: 1.538, data_time: 0.002, memory: 16628, top1_acc: 0.5777, top5_acc: 0.7946, loss_cls: 1.7906, loss: 1.7906, grad_norm: 4.3317 2021-01-28 08:18:29,411 - mmaction - INFO - Epoch [218][1480/2147] lr: 1.124e-02, eta: 1 day, 14:30:41, time: 1.673, data_time: 0.073, memory: 16628, top1_acc: 0.5817, top5_acc: 0.7902, loss_cls: 1.8183, loss: 1.8183, grad_norm: 4.5228 2021-01-28 08:19:01,617 - mmaction - INFO - Epoch [218][1500/2147] lr: 1.124e-02, eta: 1 day, 14:30:07, time: 1.620, data_time: 0.016, memory: 16628, top1_acc: 0.5728, top5_acc: 0.7857, loss_cls: 1.8330, loss: 1.8330, grad_norm: 4.6543 2021-01-28 08:19:31,733 - mmaction - INFO - Epoch [218][1520/2147] lr: 1.124e-02, eta: 1 day, 14:29:32, time: 1.507, data_time: 0.003, memory: 16628, top1_acc: 0.5616, top5_acc: 0.7946, loss_cls: 1.8028, loss: 1.8028, grad_norm: 4.4925 2021-01-28 08:20:06,278 - mmaction - INFO - Epoch [218][1540/2147] lr: 1.124e-02, eta: 1 day, 14:28:59, time: 1.724, data_time: 0.003, memory: 16628, top1_acc: 0.5996, top5_acc: 0.7973, loss_cls: 1.7736, loss: 1.7736, grad_norm: 4.4857 2021-01-28 08:20:37,872 - mmaction - INFO - Epoch [218][1560/2147] lr: 1.124e-02, eta: 1 day, 14:28:25, time: 1.581, data_time: 0.017, memory: 16628, top1_acc: 0.5812, top5_acc: 0.7978, loss_cls: 1.8031, loss: 1.8031, grad_norm: 4.4841 2021-01-28 08:21:08,692 - mmaction - INFO - Epoch [218][1580/2147] lr: 1.124e-02, eta: 1 day, 14:27:50, time: 1.535, data_time: 0.005, memory: 16628, top1_acc: 0.5857, top5_acc: 0.8080, loss_cls: 1.7647, loss: 1.7647, grad_norm: 4.3589 2021-01-28 08:21:38,238 - mmaction - INFO - Epoch [218][1600/2147] lr: 1.124e-02, eta: 1 day, 14:27:16, time: 1.479, data_time: 0.010, memory: 16628, top1_acc: 0.5656, top5_acc: 0.7920, loss_cls: 1.8866, loss: 1.8866, grad_norm: 4.6075 2021-01-28 08:22:15,860 - mmaction - INFO - Epoch [218][1620/2147] lr: 1.124e-02, eta: 1 day, 14:26:43, time: 1.886, data_time: 0.009, memory: 16628, top1_acc: 0.5754, top5_acc: 0.7942, loss_cls: 1.8178, loss: 1.8178, grad_norm: 4.4642 2021-01-28 08:22:45,187 - mmaction - INFO - Epoch [218][1640/2147] lr: 1.124e-02, eta: 1 day, 14:26:09, time: 1.465, data_time: 0.005, memory: 16628, top1_acc: 0.5884, top5_acc: 0.8040, loss_cls: 1.7622, loss: 1.7622, grad_norm: 4.3616 2021-01-28 08:23:14,796 - mmaction - INFO - Epoch [218][1660/2147] lr: 1.124e-02, eta: 1 day, 14:25:34, time: 1.482, data_time: 0.003, memory: 16628, top1_acc: 0.5817, top5_acc: 0.7964, loss_cls: 1.8243, loss: 1.8243, grad_norm: 4.4420 2021-01-28 08:23:43,738 - mmaction - INFO - Epoch [218][1680/2147] lr: 1.124e-02, eta: 1 day, 14:25:00, time: 1.445, data_time: 0.002, memory: 16628, top1_acc: 0.5616, top5_acc: 0.7964, loss_cls: 1.7992, loss: 1.7992, grad_norm: 4.3639 2021-01-28 08:24:12,255 - mmaction - INFO - Epoch [218][1700/2147] lr: 1.124e-02, eta: 1 day, 14:24:25, time: 1.427, data_time: 0.004, memory: 16628, top1_acc: 0.5920, top5_acc: 0.7884, loss_cls: 1.7950, loss: 1.7950, grad_norm: 4.4014 2021-01-28 08:24:41,171 - mmaction - INFO - Epoch [218][1720/2147] lr: 1.124e-02, eta: 1 day, 14:23:50, time: 1.446, data_time: 0.004, memory: 16628, top1_acc: 0.5933, top5_acc: 0.8022, loss_cls: 1.7055, loss: 1.7055, grad_norm: 4.3430 2021-01-28 08:25:11,953 - mmaction - INFO - Epoch [218][1740/2147] lr: 1.124e-02, eta: 1 day, 14:23:16, time: 1.535, data_time: 0.002, memory: 16628, top1_acc: 0.5607, top5_acc: 0.7812, loss_cls: 1.8945, loss: 1.8945, grad_norm: 4.5596 2021-01-28 08:25:42,800 - mmaction - INFO - Epoch [218][1760/2147] lr: 1.124e-02, eta: 1 day, 14:22:42, time: 1.545, data_time: 0.006, memory: 16628, top1_acc: 0.5862, top5_acc: 0.7982, loss_cls: 1.7879, loss: 1.7879, grad_norm: 4.3926 2021-01-28 08:26:11,224 - mmaction - INFO - Epoch [218][1780/2147] lr: 1.124e-02, eta: 1 day, 14:22:07, time: 1.421, data_time: 0.003, memory: 16628, top1_acc: 0.5804, top5_acc: 0.7991, loss_cls: 1.7586, loss: 1.7586, grad_norm: 4.4912 2021-01-28 08:26:48,927 - mmaction - INFO - Epoch [218][1800/2147] lr: 1.124e-02, eta: 1 day, 14:21:34, time: 1.870, data_time: 0.007, memory: 16628, top1_acc: 0.5844, top5_acc: 0.7857, loss_cls: 1.8088, loss: 1.8088, grad_norm: 4.4172 2021-01-28 08:27:17,585 - mmaction - INFO - Epoch [218][1820/2147] lr: 1.124e-02, eta: 1 day, 14:21:00, time: 1.449, data_time: 0.020, memory: 16628, top1_acc: 0.5705, top5_acc: 0.7857, loss_cls: 1.8299, loss: 1.8299, grad_norm: 4.4906 2021-01-28 08:27:54,638 - mmaction - INFO - Epoch [218][1840/2147] lr: 1.124e-02, eta: 1 day, 14:20:27, time: 1.852, data_time: 0.006, memory: 16628, top1_acc: 0.5723, top5_acc: 0.7795, loss_cls: 1.8378, loss: 1.8378, grad_norm: 4.4937 2021-01-28 08:28:24,960 - mmaction - INFO - Epoch [218][1860/2147] lr: 1.124e-02, eta: 1 day, 14:19:52, time: 1.518, data_time: 0.103, memory: 16628, top1_acc: 0.5522, top5_acc: 0.7830, loss_cls: 1.8504, loss: 1.8504, grad_norm: 4.4481 2021-01-28 08:28:55,414 - mmaction - INFO - Epoch [218][1880/2147] lr: 1.124e-02, eta: 1 day, 14:19:18, time: 1.519, data_time: 0.006, memory: 16628, top1_acc: 0.5893, top5_acc: 0.8031, loss_cls: 1.7422, loss: 1.7422, grad_norm: 4.3838 2021-01-28 08:29:24,384 - mmaction - INFO - Epoch [218][1900/2147] lr: 1.124e-02, eta: 1 day, 14:18:44, time: 1.453, data_time: 0.017, memory: 16628, top1_acc: 0.5826, top5_acc: 0.7808, loss_cls: 1.8094, loss: 1.8094, grad_norm: 4.5238 2021-01-28 08:29:54,837 - mmaction - INFO - Epoch [218][1920/2147] lr: 1.124e-02, eta: 1 day, 14:18:09, time: 1.522, data_time: 0.002, memory: 16628, top1_acc: 0.5737, top5_acc: 0.7982, loss_cls: 1.8095, loss: 1.8095, grad_norm: 4.4296 2021-01-28 08:30:29,286 - mmaction - INFO - Epoch [218][1940/2147] lr: 1.124e-02, eta: 1 day, 14:17:36, time: 1.722, data_time: 0.003, memory: 16628, top1_acc: 0.5844, top5_acc: 0.8076, loss_cls: 1.7402, loss: 1.7402, grad_norm: 4.3853 2021-01-28 08:31:00,590 - mmaction - INFO - Epoch [218][1960/2147] lr: 1.124e-02, eta: 1 day, 14:17:02, time: 1.566, data_time: 0.004, memory: 16628, top1_acc: 0.5929, top5_acc: 0.8040, loss_cls: 1.7620, loss: 1.7620, grad_norm: 4.3745 2021-01-28 08:31:29,738 - mmaction - INFO - Epoch [218][1980/2147] lr: 1.124e-02, eta: 1 day, 14:16:27, time: 1.457, data_time: 0.004, memory: 16628, top1_acc: 0.5826, top5_acc: 0.8031, loss_cls: 1.7496, loss: 1.7496, grad_norm: 4.5052 2021-01-28 08:32:04,128 - mmaction - INFO - Epoch [218][2000/2147] lr: 1.124e-02, eta: 1 day, 14:15:53, time: 1.719, data_time: 0.003, memory: 16628, top1_acc: 0.5781, top5_acc: 0.7844, loss_cls: 1.8328, loss: 1.8328, grad_norm: 4.5224 2021-01-28 08:32:35,704 - mmaction - INFO - Epoch [218][2020/2147] lr: 1.124e-02, eta: 1 day, 14:15:19, time: 1.578, data_time: 0.004, memory: 16628, top1_acc: 0.5790, top5_acc: 0.8018, loss_cls: 1.7778, loss: 1.7778, grad_norm: 4.4424 2021-01-28 08:33:05,751 - mmaction - INFO - Epoch [218][2040/2147] lr: 1.124e-02, eta: 1 day, 14:14:45, time: 1.504, data_time: 0.008, memory: 16628, top1_acc: 0.5996, top5_acc: 0.8018, loss_cls: 1.7325, loss: 1.7325, grad_norm: 4.4194 2021-01-28 08:33:38,275 - mmaction - INFO - Epoch [218][2060/2147] lr: 1.124e-02, eta: 1 day, 14:14:11, time: 1.627, data_time: 0.002, memory: 16628, top1_acc: 0.5746, top5_acc: 0.7946, loss_cls: 1.7476, loss: 1.7476, grad_norm: 4.4641 2021-01-28 08:34:07,646 - mmaction - INFO - Epoch [218][2080/2147] lr: 1.124e-02, eta: 1 day, 14:13:37, time: 1.466, data_time: 0.002, memory: 16628, top1_acc: 0.5629, top5_acc: 0.7902, loss_cls: 1.8182, loss: 1.8182, grad_norm: 4.5580 2021-01-28 08:34:37,580 - mmaction - INFO - Epoch [218][2100/2147] lr: 1.124e-02, eta: 1 day, 14:13:02, time: 1.497, data_time: 0.010, memory: 16628, top1_acc: 0.5866, top5_acc: 0.7924, loss_cls: 1.7728, loss: 1.7728, grad_norm: 4.3895 2021-01-28 08:35:06,829 - mmaction - INFO - Epoch [218][2120/2147] lr: 1.124e-02, eta: 1 day, 14:12:28, time: 1.463, data_time: 0.009, memory: 16628, top1_acc: 0.5777, top5_acc: 0.7982, loss_cls: 1.8035, loss: 1.8035, grad_norm: 4.4385 2021-01-28 08:35:36,316 - mmaction - INFO - Epoch [218][2140/2147] lr: 1.124e-02, eta: 1 day, 14:11:53, time: 1.469, data_time: 0.006, memory: 16628, top1_acc: 0.5723, top5_acc: 0.7844, loss_cls: 1.8166, loss: 1.8166, grad_norm: 4.5653 2021-01-28 08:41:20,808 - mmaction - INFO - Epoch [219][20/2147] lr: 1.068e-02, eta: 1 day, 14:11:55, time: 15.722, data_time: 13.979, memory: 16628, top1_acc: 0.5920, top5_acc: 0.7839, loss_cls: 1.7762, loss: 1.7762, grad_norm: 4.3665 2021-01-28 08:41:51,916 - mmaction - INFO - Epoch [219][40/2147] lr: 1.068e-02, eta: 1 day, 14:11:20, time: 1.558, data_time: 0.014, memory: 16628, top1_acc: 0.5754, top5_acc: 0.7946, loss_cls: 1.7997, loss: 1.7997, grad_norm: 4.5189 2021-01-28 08:42:23,689 - mmaction - INFO - Epoch [219][60/2147] lr: 1.068e-02, eta: 1 day, 14:10:46, time: 1.584, data_time: 0.013, memory: 16628, top1_acc: 0.5964, top5_acc: 0.8080, loss_cls: 1.7004, loss: 1.7004, grad_norm: 4.4168 2021-01-28 08:43:05,935 - mmaction - INFO - Epoch [219][80/2147] lr: 1.068e-02, eta: 1 day, 14:10:14, time: 2.115, data_time: 0.014, memory: 16628, top1_acc: 0.5853, top5_acc: 0.8009, loss_cls: 1.7386, loss: 1.7386, grad_norm: 4.4726 2021-01-28 08:43:37,884 - mmaction - INFO - Epoch [219][100/2147] lr: 1.068e-02, eta: 1 day, 14:09:40, time: 1.595, data_time: 0.009, memory: 16628, top1_acc: 0.5839, top5_acc: 0.8045, loss_cls: 1.7025, loss: 1.7025, grad_norm: 4.3818 2021-01-28 08:44:09,766 - mmaction - INFO - Epoch [219][120/2147] lr: 1.068e-02, eta: 1 day, 14:09:06, time: 1.598, data_time: 0.011, memory: 16628, top1_acc: 0.5821, top5_acc: 0.8076, loss_cls: 1.7356, loss: 1.7356, grad_norm: 4.4726 2021-01-28 08:44:40,419 - mmaction - INFO - Epoch [219][140/2147] lr: 1.068e-02, eta: 1 day, 14:08:32, time: 1.533, data_time: 0.007, memory: 16628, top1_acc: 0.5799, top5_acc: 0.8004, loss_cls: 1.7529, loss: 1.7529, grad_norm: 4.3918 2021-01-28 08:45:13,282 - mmaction - INFO - Epoch [219][160/2147] lr: 1.068e-02, eta: 1 day, 14:07:58, time: 1.644, data_time: 0.009, memory: 16628, top1_acc: 0.5737, top5_acc: 0.7915, loss_cls: 1.8033, loss: 1.8033, grad_norm: 4.5320 2021-01-28 08:45:44,364 - mmaction - INFO - Epoch [219][180/2147] lr: 1.068e-02, eta: 1 day, 14:07:24, time: 1.552, data_time: 0.003, memory: 16628, top1_acc: 0.5826, top5_acc: 0.7960, loss_cls: 1.8024, loss: 1.8024, grad_norm: 4.5867 2021-01-28 08:46:14,132 - mmaction - INFO - Epoch [219][200/2147] lr: 1.068e-02, eta: 1 day, 14:06:49, time: 1.490, data_time: 0.053, memory: 16628, top1_acc: 0.5772, top5_acc: 0.7924, loss_cls: 1.8156, loss: 1.8156, grad_norm: 4.4364 2021-01-28 08:46:54,352 - mmaction - INFO - Epoch [219][220/2147] lr: 1.068e-02, eta: 1 day, 14:06:17, time: 2.001, data_time: 0.010, memory: 16628, top1_acc: 0.6112, top5_acc: 0.8107, loss_cls: 1.6514, loss: 1.6514, grad_norm: 4.3044 2021-01-28 08:47:22,680 - mmaction - INFO - Epoch [219][240/2147] lr: 1.068e-02, eta: 1 day, 14:05:42, time: 1.427, data_time: 0.013, memory: 16628, top1_acc: 0.5946, top5_acc: 0.7960, loss_cls: 1.8001, loss: 1.8001, grad_norm: 4.5345 2021-01-28 08:47:53,596 - mmaction - INFO - Epoch [219][260/2147] lr: 1.068e-02, eta: 1 day, 14:05:08, time: 1.545, data_time: 0.002, memory: 16628, top1_acc: 0.5804, top5_acc: 0.7924, loss_cls: 1.8184, loss: 1.8184, grad_norm: 4.4959 2021-01-28 08:48:23,827 - mmaction - INFO - Epoch [219][280/2147] lr: 1.068e-02, eta: 1 day, 14:04:34, time: 1.511, data_time: 0.082, memory: 16628, top1_acc: 0.5866, top5_acc: 0.7920, loss_cls: 1.7589, loss: 1.7589, grad_norm: 4.4318 2021-01-28 08:48:56,226 - mmaction - INFO - Epoch [219][300/2147] lr: 1.068e-02, eta: 1 day, 14:04:00, time: 1.621, data_time: 0.007, memory: 16628, top1_acc: 0.5808, top5_acc: 0.8058, loss_cls: 1.7472, loss: 1.7472, grad_norm: 4.5409 2021-01-28 08:49:25,419 - mmaction - INFO - Epoch [219][320/2147] lr: 1.068e-02, eta: 1 day, 14:03:25, time: 1.460, data_time: 0.004, memory: 16628, top1_acc: 0.5781, top5_acc: 0.8022, loss_cls: 1.7870, loss: 1.7870, grad_norm: 4.5121 2021-01-28 08:49:57,199 - mmaction - INFO - Epoch [219][340/2147] lr: 1.068e-02, eta: 1 day, 14:02:51, time: 1.589, data_time: 0.002, memory: 16628, top1_acc: 0.5884, top5_acc: 0.8107, loss_cls: 1.6882, loss: 1.6882, grad_norm: 4.3287 2021-01-28 08:50:25,605 - mmaction - INFO - Epoch [219][360/2147] lr: 1.068e-02, eta: 1 day, 14:02:17, time: 1.417, data_time: 0.002, memory: 16628, top1_acc: 0.5772, top5_acc: 0.7853, loss_cls: 1.8243, loss: 1.8243, grad_norm: 4.5333 2021-01-28 08:50:55,717 - mmaction - INFO - Epoch [219][380/2147] lr: 1.068e-02, eta: 1 day, 14:01:42, time: 1.505, data_time: 0.008, memory: 16628, top1_acc: 0.5897, top5_acc: 0.7906, loss_cls: 1.7841, loss: 1.7841, grad_norm: 4.4506 2021-01-28 08:51:26,298 - mmaction - INFO - Epoch [219][400/2147] lr: 1.068e-02, eta: 1 day, 14:01:08, time: 1.530, data_time: 0.012, memory: 16628, top1_acc: 0.5911, top5_acc: 0.7866, loss_cls: 1.7634, loss: 1.7634, grad_norm: 4.4241 2021-01-28 08:51:59,851 - mmaction - INFO - Epoch [219][420/2147] lr: 1.068e-02, eta: 1 day, 14:00:34, time: 1.681, data_time: 0.008, memory: 16628, top1_acc: 0.5830, top5_acc: 0.7982, loss_cls: 1.7937, loss: 1.7937, grad_norm: 4.4347 2021-01-28 08:52:28,309 - mmaction - INFO - Epoch [219][440/2147] lr: 1.068e-02, eta: 1 day, 14:00:00, time: 1.421, data_time: 0.002, memory: 16628, top1_acc: 0.5812, top5_acc: 0.8004, loss_cls: 1.7656, loss: 1.7656, grad_norm: 4.5131 2021-01-28 08:53:02,781 - mmaction - INFO - Epoch [219][460/2147] lr: 1.068e-02, eta: 1 day, 13:59:26, time: 1.723, data_time: 0.051, memory: 16628, top1_acc: 0.5946, top5_acc: 0.8036, loss_cls: 1.7300, loss: 1.7300, grad_norm: 4.4680 2021-01-28 08:53:33,813 - mmaction - INFO - Epoch [219][480/2147] lr: 1.068e-02, eta: 1 day, 13:58:52, time: 1.553, data_time: 0.010, memory: 16628, top1_acc: 0.5888, top5_acc: 0.8027, loss_cls: 1.7422, loss: 1.7422, grad_norm: 4.4542 2021-01-28 08:54:04,498 - mmaction - INFO - Epoch [219][500/2147] lr: 1.068e-02, eta: 1 day, 13:58:18, time: 1.534, data_time: 0.002, memory: 16628, top1_acc: 0.5795, top5_acc: 0.8027, loss_cls: 1.7780, loss: 1.7780, grad_norm: 4.4759 2021-01-28 08:54:36,602 - mmaction - INFO - Epoch [219][520/2147] lr: 1.068e-02, eta: 1 day, 13:57:44, time: 1.606, data_time: 0.003, memory: 16628, top1_acc: 0.5897, top5_acc: 0.7964, loss_cls: 1.7806, loss: 1.7806, grad_norm: 4.5193 2021-01-28 08:55:06,907 - mmaction - INFO - Epoch [219][540/2147] lr: 1.068e-02, eta: 1 day, 13:57:09, time: 1.515, data_time: 0.005, memory: 16628, top1_acc: 0.5866, top5_acc: 0.7830, loss_cls: 1.8267, loss: 1.8267, grad_norm: 4.5755 2021-01-28 08:55:35,185 - mmaction - INFO - Epoch [219][560/2147] lr: 1.068e-02, eta: 1 day, 13:56:35, time: 1.414, data_time: 0.002, memory: 16628, top1_acc: 0.5978, top5_acc: 0.8045, loss_cls: 1.7087, loss: 1.7087, grad_norm: 4.3949 2021-01-28 08:56:03,648 - mmaction - INFO - Epoch [219][580/2147] lr: 1.068e-02, eta: 1 day, 13:56:00, time: 1.422, data_time: 0.002, memory: 16628, top1_acc: 0.5723, top5_acc: 0.7924, loss_cls: 1.7844, loss: 1.7844, grad_norm: 4.5790 2021-01-28 08:56:32,198 - mmaction - INFO - Epoch [219][600/2147] lr: 1.068e-02, eta: 1 day, 13:55:25, time: 1.426, data_time: 0.003, memory: 16628, top1_acc: 0.5884, top5_acc: 0.8067, loss_cls: 1.7490, loss: 1.7490, grad_norm: 4.5818 2021-01-28 08:57:13,197 - mmaction - INFO - Epoch [219][620/2147] lr: 1.068e-02, eta: 1 day, 13:54:53, time: 2.051, data_time: 0.010, memory: 16628, top1_acc: 0.5902, top5_acc: 0.7951, loss_cls: 1.7514, loss: 1.7514, grad_norm: 4.5831 2021-01-28 08:57:44,756 - mmaction - INFO - Epoch [219][640/2147] lr: 1.068e-02, eta: 1 day, 13:54:19, time: 1.578, data_time: 0.003, memory: 16628, top1_acc: 0.5629, top5_acc: 0.7875, loss_cls: 1.8133, loss: 1.8133, grad_norm: 4.4941 2021-01-28 08:58:24,978 - mmaction - INFO - Epoch [219][660/2147] lr: 1.068e-02, eta: 1 day, 13:53:46, time: 2.002, data_time: 0.002, memory: 16628, top1_acc: 0.5826, top5_acc: 0.8058, loss_cls: 1.7488, loss: 1.7488, grad_norm: 4.6447 2021-01-28 08:58:53,467 - mmaction - INFO - Epoch [219][680/2147] lr: 1.068e-02, eta: 1 day, 13:53:12, time: 1.434, data_time: 0.014, memory: 16628, top1_acc: 0.5973, top5_acc: 0.8045, loss_cls: 1.7227, loss: 1.7227, grad_norm: 4.5514 2021-01-28 08:59:24,281 - mmaction - INFO - Epoch [219][700/2147] lr: 1.068e-02, eta: 1 day, 13:52:37, time: 1.541, data_time: 0.007, memory: 16628, top1_acc: 0.5772, top5_acc: 0.8134, loss_cls: 1.7480, loss: 1.7480, grad_norm: 4.4930 2021-01-28 08:59:54,518 - mmaction - INFO - Epoch [219][720/2147] lr: 1.068e-02, eta: 1 day, 13:52:03, time: 1.506, data_time: 0.002, memory: 16628, top1_acc: 0.5781, top5_acc: 0.7942, loss_cls: 1.8039, loss: 1.8039, grad_norm: 4.5777 2021-01-28 09:00:24,786 - mmaction - INFO - Epoch [219][740/2147] lr: 1.068e-02, eta: 1 day, 13:51:29, time: 1.519, data_time: 0.008, memory: 16628, top1_acc: 0.5728, top5_acc: 0.8094, loss_cls: 1.7320, loss: 1.7320, grad_norm: 4.4452 2021-01-28 09:00:53,168 - mmaction - INFO - Epoch [219][760/2147] lr: 1.068e-02, eta: 1 day, 13:50:54, time: 1.419, data_time: 0.003, memory: 16628, top1_acc: 0.5844, top5_acc: 0.7996, loss_cls: 1.7561, loss: 1.7561, grad_norm: 4.4931 2021-01-28 09:01:23,953 - mmaction - INFO - Epoch [219][780/2147] lr: 1.068e-02, eta: 1 day, 13:50:20, time: 1.539, data_time: 0.005, memory: 16628, top1_acc: 0.5839, top5_acc: 0.8000, loss_cls: 1.7552, loss: 1.7552, grad_norm: 4.6811 2021-01-28 09:02:01,670 - mmaction - INFO - Epoch [219][800/2147] lr: 1.068e-02, eta: 1 day, 13:49:47, time: 1.880, data_time: 0.001, memory: 16628, top1_acc: 0.5728, top5_acc: 0.7920, loss_cls: 1.8075, loss: 1.8075, grad_norm: 4.6633 2021-01-28 09:02:34,628 - mmaction - INFO - Epoch [219][820/2147] lr: 1.068e-02, eta: 1 day, 13:49:13, time: 1.640, data_time: 0.009, memory: 16628, top1_acc: 0.5946, top5_acc: 0.8036, loss_cls: 1.7506, loss: 1.7506, grad_norm: 4.6235 2021-01-28 09:03:04,460 - mmaction - INFO - Epoch [219][840/2147] lr: 1.068e-02, eta: 1 day, 13:48:39, time: 1.503, data_time: 0.018, memory: 16628, top1_acc: 0.5795, top5_acc: 0.7946, loss_cls: 1.8003, loss: 1.8003, grad_norm: 4.6214 2021-01-28 09:03:39,840 - mmaction - INFO - Epoch [219][860/2147] lr: 1.068e-02, eta: 1 day, 13:48:05, time: 1.763, data_time: 0.010, memory: 16628, top1_acc: 0.5902, top5_acc: 0.7978, loss_cls: 1.7745, loss: 1.7745, grad_norm: 4.5511 2021-01-28 09:04:08,948 - mmaction - INFO - Epoch [219][880/2147] lr: 1.068e-02, eta: 1 day, 13:47:31, time: 1.463, data_time: 0.014, memory: 16628, top1_acc: 0.5920, top5_acc: 0.7888, loss_cls: 1.7584, loss: 1.7584, grad_norm: 4.5094 2021-01-28 09:04:42,262 - mmaction - INFO - Epoch [219][900/2147] lr: 1.068e-02, eta: 1 day, 13:46:57, time: 1.663, data_time: 0.006, memory: 16628, top1_acc: 0.5902, top5_acc: 0.8036, loss_cls: 1.7557, loss: 1.7557, grad_norm: 4.5247 2021-01-28 09:05:13,550 - mmaction - INFO - Epoch [219][920/2147] lr: 1.068e-02, eta: 1 day, 13:46:23, time: 1.567, data_time: 0.004, memory: 16628, top1_acc: 0.5647, top5_acc: 0.7871, loss_cls: 1.8305, loss: 1.8305, grad_norm: 4.6168 2021-01-28 09:05:43,067 - mmaction - INFO - Epoch [219][940/2147] lr: 1.068e-02, eta: 1 day, 13:45:48, time: 1.473, data_time: 0.004, memory: 16628, top1_acc: 0.5772, top5_acc: 0.7960, loss_cls: 1.7665, loss: 1.7665, grad_norm: 4.4670 2021-01-28 09:06:11,622 - mmaction - INFO - Epoch [219][960/2147] lr: 1.068e-02, eta: 1 day, 13:45:14, time: 1.427, data_time: 0.011, memory: 16628, top1_acc: 0.5786, top5_acc: 0.7946, loss_cls: 1.7926, loss: 1.7926, grad_norm: 4.5859 2021-01-28 09:06:56,760 - mmaction - INFO - Epoch [219][980/2147] lr: 1.068e-02, eta: 1 day, 13:44:42, time: 2.254, data_time: 0.005, memory: 16628, top1_acc: 0.5893, top5_acc: 0.7982, loss_cls: 1.7738, loss: 1.7738, grad_norm: 4.5183 2021-01-28 09:07:27,790 - mmaction - INFO - Epoch [219][1000/2147] lr: 1.068e-02, eta: 1 day, 13:44:08, time: 1.552, data_time: 0.013, memory: 16628, top1_acc: 0.5933, top5_acc: 0.8067, loss_cls: 1.7526, loss: 1.7526, grad_norm: 4.5332 2021-01-28 09:07:59,993 - mmaction - INFO - Epoch [219][1020/2147] lr: 1.068e-02, eta: 1 day, 13:43:34, time: 1.614, data_time: 0.014, memory: 16628, top1_acc: 0.5754, top5_acc: 0.7911, loss_cls: 1.8206, loss: 1.8206, grad_norm: 4.6257 2021-01-28 09:08:31,138 - mmaction - INFO - Epoch [219][1040/2147] lr: 1.068e-02, eta: 1 day, 13:43:00, time: 1.559, data_time: 0.007, memory: 16628, top1_acc: 0.5674, top5_acc: 0.7844, loss_cls: 1.8331, loss: 1.8331, grad_norm: 4.5709 2021-01-28 09:08:59,775 - mmaction - INFO - Epoch [219][1060/2147] lr: 1.068e-02, eta: 1 day, 13:42:25, time: 1.432, data_time: 0.002, memory: 16628, top1_acc: 0.5964, top5_acc: 0.7862, loss_cls: 1.7748, loss: 1.7748, grad_norm: 4.4950 2021-01-28 09:09:30,393 - mmaction - INFO - Epoch [219][1080/2147] lr: 1.068e-02, eta: 1 day, 13:41:51, time: 1.520, data_time: 0.003, memory: 16628, top1_acc: 0.5853, top5_acc: 0.8040, loss_cls: 1.7401, loss: 1.7401, grad_norm: 4.6128 2021-01-28 09:10:02,418 - mmaction - INFO - Epoch [219][1100/2147] lr: 1.068e-02, eta: 1 day, 13:41:17, time: 1.610, data_time: 0.025, memory: 16628, top1_acc: 0.5781, top5_acc: 0.7915, loss_cls: 1.8359, loss: 1.8359, grad_norm: 4.6734 2021-01-28 09:10:33,328 - mmaction - INFO - Epoch [219][1120/2147] lr: 1.068e-02, eta: 1 day, 13:40:43, time: 1.540, data_time: 0.006, memory: 16628, top1_acc: 0.5902, top5_acc: 0.7991, loss_cls: 1.7599, loss: 1.7599, grad_norm: 4.5271 2021-01-28 09:11:03,485 - mmaction - INFO - Epoch [219][1140/2147] lr: 1.068e-02, eta: 1 day, 13:40:08, time: 1.514, data_time: 0.010, memory: 16628, top1_acc: 0.5884, top5_acc: 0.7804, loss_cls: 1.8021, loss: 1.8021, grad_norm: 4.5057 2021-01-28 09:11:48,352 - mmaction - INFO - Epoch [219][1160/2147] lr: 1.068e-02, eta: 1 day, 13:39:36, time: 2.124, data_time: 0.003, memory: 16628, top1_acc: 0.5714, top5_acc: 0.7915, loss_cls: 1.8210, loss: 1.8210, grad_norm: 4.6336 2021-01-28 09:12:17,629 - mmaction - INFO - Epoch [219][1180/2147] lr: 1.068e-02, eta: 1 day, 13:39:02, time: 1.585, data_time: 0.124, memory: 16628, top1_acc: 0.5629, top5_acc: 0.7844, loss_cls: 1.8567, loss: 1.8567, grad_norm: 4.6377 2021-01-28 09:12:46,122 - mmaction - INFO - Epoch [219][1200/2147] lr: 1.068e-02, eta: 1 day, 13:38:27, time: 1.421, data_time: 0.002, memory: 16628, top1_acc: 0.6071, top5_acc: 0.8165, loss_cls: 1.6619, loss: 1.6619, grad_norm: 4.2882 2021-01-28 09:13:25,990 - mmaction - INFO - Epoch [219][1220/2147] lr: 1.068e-02, eta: 1 day, 13:37:55, time: 1.996, data_time: 0.006, memory: 16628, top1_acc: 0.5875, top5_acc: 0.8022, loss_cls: 1.7684, loss: 1.7684, grad_norm: 4.5016 2021-01-28 09:13:54,402 - mmaction - INFO - Epoch [219][1240/2147] lr: 1.068e-02, eta: 1 day, 13:37:20, time: 1.419, data_time: 0.001, memory: 16628, top1_acc: 0.5991, top5_acc: 0.8013, loss_cls: 1.7654, loss: 1.7654, grad_norm: 4.4823 2021-01-28 09:14:26,092 - mmaction - INFO - Epoch [219][1260/2147] lr: 1.068e-02, eta: 1 day, 13:36:46, time: 1.580, data_time: 0.007, memory: 16628, top1_acc: 0.5714, top5_acc: 0.7853, loss_cls: 1.8066, loss: 1.8066, grad_norm: 4.5598 2021-01-28 09:15:03,151 - mmaction - INFO - Epoch [219][1280/2147] lr: 1.068e-02, eta: 1 day, 13:36:13, time: 1.857, data_time: 0.012, memory: 16628, top1_acc: 0.5955, top5_acc: 0.7879, loss_cls: 1.7858, loss: 1.7858, grad_norm: 4.4650 2021-01-28 09:15:32,011 - mmaction - INFO - Epoch [219][1300/2147] lr: 1.068e-02, eta: 1 day, 13:35:38, time: 1.440, data_time: 0.008, memory: 16628, top1_acc: 0.5692, top5_acc: 0.7844, loss_cls: 1.8595, loss: 1.8595, grad_norm: 4.6212 2021-01-28 09:16:04,997 - mmaction - INFO - Epoch [219][1320/2147] lr: 1.068e-02, eta: 1 day, 13:35:05, time: 1.648, data_time: 0.016, memory: 16628, top1_acc: 0.5759, top5_acc: 0.8054, loss_cls: 1.7611, loss: 1.7611, grad_norm: 4.5945 2021-01-28 09:16:35,735 - mmaction - INFO - Epoch [219][1340/2147] lr: 1.068e-02, eta: 1 day, 13:34:30, time: 1.464, data_time: 0.009, memory: 16628, top1_acc: 0.5871, top5_acc: 0.8000, loss_cls: 1.7525, loss: 1.7525, grad_norm: 4.5655 2021-01-28 09:17:10,524 - mmaction - INFO - Epoch [219][1360/2147] lr: 1.068e-02, eta: 1 day, 13:33:57, time: 1.814, data_time: 0.131, memory: 16628, top1_acc: 0.5781, top5_acc: 0.7812, loss_cls: 1.7974, loss: 1.7974, grad_norm: 4.6018 2021-01-28 09:17:40,464 - mmaction - INFO - Epoch [219][1380/2147] lr: 1.068e-02, eta: 1 day, 13:33:22, time: 1.495, data_time: 0.006, memory: 16628, top1_acc: 0.5683, top5_acc: 0.7821, loss_cls: 1.8614, loss: 1.8614, grad_norm: 4.5619 2021-01-28 09:18:16,102 - mmaction - INFO - Epoch [219][1400/2147] lr: 1.068e-02, eta: 1 day, 13:32:49, time: 1.784, data_time: 0.009, memory: 16628, top1_acc: 0.5679, top5_acc: 0.7875, loss_cls: 1.8456, loss: 1.8456, grad_norm: 4.4882 2021-01-28 09:18:45,023 - mmaction - INFO - Epoch [219][1420/2147] lr: 1.068e-02, eta: 1 day, 13:32:15, time: 1.449, data_time: 0.012, memory: 16628, top1_acc: 0.5808, top5_acc: 0.7937, loss_cls: 1.7736, loss: 1.7736, grad_norm: 4.5506 2021-01-28 09:19:13,643 - mmaction - INFO - Epoch [219][1440/2147] lr: 1.068e-02, eta: 1 day, 13:31:40, time: 1.431, data_time: 0.004, memory: 16628, top1_acc: 0.5924, top5_acc: 0.7955, loss_cls: 1.7776, loss: 1.7776, grad_norm: 4.5858 2021-01-28 09:19:42,368 - mmaction - INFO - Epoch [219][1460/2147] lr: 1.068e-02, eta: 1 day, 13:31:05, time: 1.437, data_time: 0.003, memory: 16628, top1_acc: 0.5772, top5_acc: 0.7942, loss_cls: 1.8258, loss: 1.8258, grad_norm: 4.5399 2021-01-28 09:20:15,759 - mmaction - INFO - Epoch [219][1480/2147] lr: 1.068e-02, eta: 1 day, 13:30:32, time: 1.669, data_time: 0.002, memory: 16628, top1_acc: 0.5835, top5_acc: 0.7996, loss_cls: 1.7635, loss: 1.7635, grad_norm: 4.4704 2021-01-28 09:20:47,702 - mmaction - INFO - Epoch [219][1500/2147] lr: 1.068e-02, eta: 1 day, 13:29:58, time: 1.596, data_time: 0.004, memory: 16628, top1_acc: 0.5790, top5_acc: 0.7853, loss_cls: 1.8552, loss: 1.8552, grad_norm: 4.6601 2021-01-28 09:21:18,293 - mmaction - INFO - Epoch [219][1520/2147] lr: 1.068e-02, eta: 1 day, 13:29:23, time: 1.531, data_time: 0.026, memory: 16628, top1_acc: 0.6031, top5_acc: 0.8018, loss_cls: 1.7127, loss: 1.7127, grad_norm: 4.4879 2021-01-28 09:21:51,495 - mmaction - INFO - Epoch [219][1540/2147] lr: 1.068e-02, eta: 1 day, 13:28:50, time: 1.655, data_time: 0.006, memory: 16628, top1_acc: 0.6085, top5_acc: 0.8058, loss_cls: 1.7056, loss: 1.7056, grad_norm: 4.4737 2021-01-28 09:22:23,507 - mmaction - INFO - Epoch [219][1560/2147] lr: 1.068e-02, eta: 1 day, 13:28:16, time: 1.606, data_time: 0.011, memory: 16628, top1_acc: 0.5772, top5_acc: 0.7929, loss_cls: 1.7870, loss: 1.7870, grad_norm: 4.5288 2021-01-28 09:22:53,638 - mmaction - INFO - Epoch [219][1580/2147] lr: 1.068e-02, eta: 1 day, 13:27:41, time: 1.507, data_time: 0.006, memory: 16628, top1_acc: 0.5902, top5_acc: 0.7973, loss_cls: 1.7788, loss: 1.7788, grad_norm: 4.4226 2021-01-28 09:23:21,891 - mmaction - INFO - Epoch [219][1600/2147] lr: 1.068e-02, eta: 1 day, 13:27:07, time: 1.413, data_time: 0.002, memory: 16628, top1_acc: 0.5804, top5_acc: 0.7804, loss_cls: 1.8363, loss: 1.8363, grad_norm: 4.5166 2021-01-28 09:23:53,609 - mmaction - INFO - Epoch [219][1620/2147] lr: 1.068e-02, eta: 1 day, 13:26:33, time: 1.586, data_time: 0.001, memory: 16628, top1_acc: 0.5817, top5_acc: 0.8013, loss_cls: 1.7810, loss: 1.7810, grad_norm: 4.4749 2021-01-28 09:24:22,016 - mmaction - INFO - Epoch [219][1640/2147] lr: 1.068e-02, eta: 1 day, 13:25:58, time: 1.420, data_time: 0.001, memory: 16628, top1_acc: 0.5897, top5_acc: 0.8000, loss_cls: 1.7540, loss: 1.7540, grad_norm: 4.6041 2021-01-28 09:24:52,894 - mmaction - INFO - Epoch [219][1660/2147] lr: 1.068e-02, eta: 1 day, 13:25:24, time: 1.542, data_time: 0.003, memory: 16628, top1_acc: 0.5804, top5_acc: 0.8004, loss_cls: 1.7823, loss: 1.7823, grad_norm: 4.5340 2021-01-28 09:25:22,484 - mmaction - INFO - Epoch [219][1680/2147] lr: 1.068e-02, eta: 1 day, 13:24:49, time: 1.475, data_time: 0.004, memory: 16628, top1_acc: 0.5795, top5_acc: 0.7808, loss_cls: 1.8071, loss: 1.8071, grad_norm: 4.3766 2021-01-28 09:25:53,720 - mmaction - INFO - Epoch [219][1700/2147] lr: 1.068e-02, eta: 1 day, 13:24:15, time: 1.559, data_time: 0.007, memory: 16628, top1_acc: 0.5647, top5_acc: 0.7942, loss_cls: 1.8512, loss: 1.8512, grad_norm: 4.4889 2021-01-28 09:26:24,699 - mmaction - INFO - Epoch [219][1720/2147] lr: 1.068e-02, eta: 1 day, 13:23:41, time: 1.558, data_time: 0.011, memory: 16628, top1_acc: 0.5871, top5_acc: 0.7937, loss_cls: 1.7584, loss: 1.7584, grad_norm: 4.4953 2021-01-28 09:26:59,623 - mmaction - INFO - Epoch [219][1740/2147] lr: 1.068e-02, eta: 1 day, 13:23:07, time: 1.744, data_time: 0.003, memory: 16628, top1_acc: 0.5643, top5_acc: 0.7732, loss_cls: 1.8890, loss: 1.8890, grad_norm: 4.5771 2021-01-28 09:27:30,795 - mmaction - INFO - Epoch [219][1760/2147] lr: 1.068e-02, eta: 1 day, 13:22:33, time: 1.557, data_time: 0.008, memory: 16628, top1_acc: 0.5781, top5_acc: 0.7790, loss_cls: 1.8733, loss: 1.8733, grad_norm: 4.4307 2021-01-28 09:28:03,029 - mmaction - INFO - Epoch [219][1780/2147] lr: 1.068e-02, eta: 1 day, 13:21:59, time: 1.613, data_time: 0.010, memory: 16628, top1_acc: 0.5768, top5_acc: 0.7888, loss_cls: 1.8130, loss: 1.8130, grad_norm: 4.5225 2021-01-28 09:28:32,503 - mmaction - INFO - Epoch [219][1800/2147] lr: 1.068e-02, eta: 1 day, 13:21:25, time: 1.476, data_time: 0.006, memory: 16628, top1_acc: 0.5594, top5_acc: 0.7812, loss_cls: 1.8416, loss: 1.8416, grad_norm: 4.5591 2021-01-28 09:29:01,399 - mmaction - INFO - Epoch [219][1820/2147] lr: 1.068e-02, eta: 1 day, 13:20:50, time: 1.445, data_time: 0.004, memory: 16628, top1_acc: 0.5790, top5_acc: 0.7875, loss_cls: 1.8383, loss: 1.8383, grad_norm: 4.5033 2021-01-28 09:29:29,877 - mmaction - INFO - Epoch [219][1840/2147] lr: 1.068e-02, eta: 1 day, 13:20:16, time: 1.424, data_time: 0.001, memory: 16628, top1_acc: 0.5732, top5_acc: 0.7857, loss_cls: 1.7959, loss: 1.7959, grad_norm: 4.5244 2021-01-28 09:30:02,416 - mmaction - INFO - Epoch [219][1860/2147] lr: 1.068e-02, eta: 1 day, 13:19:42, time: 1.627, data_time: 0.002, memory: 16628, top1_acc: 0.5795, top5_acc: 0.7982, loss_cls: 1.7758, loss: 1.7758, grad_norm: 4.5226 2021-01-28 09:30:32,734 - mmaction - INFO - Epoch [219][1880/2147] lr: 1.068e-02, eta: 1 day, 13:19:08, time: 1.515, data_time: 0.002, memory: 16628, top1_acc: 0.5844, top5_acc: 0.7848, loss_cls: 1.8242, loss: 1.8242, grad_norm: 4.6111 2021-01-28 09:31:02,942 - mmaction - INFO - Epoch [219][1900/2147] lr: 1.068e-02, eta: 1 day, 13:18:33, time: 1.511, data_time: 0.004, memory: 16628, top1_acc: 0.5906, top5_acc: 0.7951, loss_cls: 1.7426, loss: 1.7426, grad_norm: 4.5117 2021-01-28 09:31:34,106 - mmaction - INFO - Epoch [219][1920/2147] lr: 1.068e-02, eta: 1 day, 13:17:59, time: 1.515, data_time: 0.003, memory: 16628, top1_acc: 0.5629, top5_acc: 0.7888, loss_cls: 1.8198, loss: 1.8198, grad_norm: 4.6231 2021-01-28 09:32:07,111 - mmaction - INFO - Epoch [219][1940/2147] lr: 1.068e-02, eta: 1 day, 13:17:25, time: 1.694, data_time: 0.045, memory: 16628, top1_acc: 0.5964, top5_acc: 0.7955, loss_cls: 1.7259, loss: 1.7259, grad_norm: 4.4533 2021-01-28 09:32:35,790 - mmaction - INFO - Epoch [219][1960/2147] lr: 1.068e-02, eta: 1 day, 13:16:51, time: 1.432, data_time: 0.004, memory: 16628, top1_acc: 0.5839, top5_acc: 0.8067, loss_cls: 1.7442, loss: 1.7442, grad_norm: 4.6607 2021-01-28 09:33:04,343 - mmaction - INFO - Epoch [219][1980/2147] lr: 1.068e-02, eta: 1 day, 13:16:16, time: 1.430, data_time: 0.008, memory: 16628, top1_acc: 0.5754, top5_acc: 0.8009, loss_cls: 1.7800, loss: 1.7800, grad_norm: 4.5586 2021-01-28 09:33:36,843 - mmaction - INFO - Epoch [219][2000/2147] lr: 1.068e-02, eta: 1 day, 13:15:42, time: 1.621, data_time: 0.001, memory: 16628, top1_acc: 0.5884, top5_acc: 0.8009, loss_cls: 1.7479, loss: 1.7479, grad_norm: 4.5085 2021-01-28 09:34:05,324 - mmaction - INFO - Epoch [219][2020/2147] lr: 1.068e-02, eta: 1 day, 13:15:08, time: 1.428, data_time: 0.005, memory: 16628, top1_acc: 0.5871, top5_acc: 0.7982, loss_cls: 1.7308, loss: 1.7308, grad_norm: 4.4189 2021-01-28 09:34:34,160 - mmaction - INFO - Epoch [219][2040/2147] lr: 1.068e-02, eta: 1 day, 13:14:33, time: 1.442, data_time: 0.002, memory: 16628, top1_acc: 0.5558, top5_acc: 0.7871, loss_cls: 1.8667, loss: 1.8667, grad_norm: 4.7067 2021-01-28 09:35:05,568 - mmaction - INFO - Epoch [219][2060/2147] lr: 1.068e-02, eta: 1 day, 13:13:59, time: 1.570, data_time: 0.005, memory: 16628, top1_acc: 0.5777, top5_acc: 0.7933, loss_cls: 1.8066, loss: 1.8066, grad_norm: 4.5245 2021-01-28 09:35:35,433 - mmaction - INFO - Epoch [219][2080/2147] lr: 1.068e-02, eta: 1 day, 13:13:25, time: 1.490, data_time: 0.002, memory: 16628, top1_acc: 0.5795, top5_acc: 0.7960, loss_cls: 1.7953, loss: 1.7953, grad_norm: 4.5281 2021-01-28 09:36:07,046 - mmaction - INFO - Epoch [219][2100/2147] lr: 1.068e-02, eta: 1 day, 13:12:51, time: 1.582, data_time: 0.008, memory: 16628, top1_acc: 0.6076, top5_acc: 0.8165, loss_cls: 1.6698, loss: 1.6698, grad_norm: 4.4530 2021-01-28 09:36:37,521 - mmaction - INFO - Epoch [219][2120/2147] lr: 1.068e-02, eta: 1 day, 13:12:16, time: 1.525, data_time: 0.003, memory: 16628, top1_acc: 0.5763, top5_acc: 0.7902, loss_cls: 1.8218, loss: 1.8218, grad_norm: 4.6512 2021-01-28 09:37:10,624 - mmaction - INFO - Epoch [219][2140/2147] lr: 1.068e-02, eta: 1 day, 13:11:43, time: 1.651, data_time: 0.010, memory: 16628, top1_acc: 0.5732, top5_acc: 0.7862, loss_cls: 1.8297, loss: 1.8297, grad_norm: 4.5641 2021-01-28 09:43:23,729 - mmaction - INFO - Epoch [220][20/2147] lr: 1.013e-02, eta: 1 day, 13:11:47, time: 17.168, data_time: 15.507, memory: 16628, top1_acc: 0.5933, top5_acc: 0.7920, loss_cls: 1.7816, loss: 1.7816, grad_norm: 4.4880 2021-01-28 09:43:53,122 - mmaction - INFO - Epoch [220][40/2147] lr: 1.013e-02, eta: 1 day, 13:11:13, time: 1.469, data_time: 0.005, memory: 16628, top1_acc: 0.5915, top5_acc: 0.7924, loss_cls: 1.7738, loss: 1.7738, grad_norm: 4.4072 2021-01-28 09:44:21,760 - mmaction - INFO - Epoch [220][60/2147] lr: 1.013e-02, eta: 1 day, 13:10:38, time: 1.432, data_time: 0.004, memory: 16628, top1_acc: 0.6058, top5_acc: 0.8179, loss_cls: 1.6611, loss: 1.6611, grad_norm: 4.4603 2021-01-28 09:44:50,382 - mmaction - INFO - Epoch [220][80/2147] lr: 1.013e-02, eta: 1 day, 13:10:04, time: 1.431, data_time: 0.006, memory: 16628, top1_acc: 0.5835, top5_acc: 0.7888, loss_cls: 1.7891, loss: 1.7891, grad_norm: 4.5024 2021-01-28 09:45:19,926 - mmaction - INFO - Epoch [220][100/2147] lr: 1.013e-02, eta: 1 day, 13:09:29, time: 1.476, data_time: 0.005, memory: 16628, top1_acc: 0.6027, top5_acc: 0.8018, loss_cls: 1.7033, loss: 1.7033, grad_norm: 4.3767 2021-01-28 09:45:50,788 - mmaction - INFO - Epoch [220][120/2147] lr: 1.013e-02, eta: 1 day, 13:08:55, time: 1.546, data_time: 0.008, memory: 16628, top1_acc: 0.5804, top5_acc: 0.7897, loss_cls: 1.7592, loss: 1.7592, grad_norm: 4.4138 2021-01-28 09:46:20,663 - mmaction - INFO - Epoch [220][140/2147] lr: 1.013e-02, eta: 1 day, 13:08:21, time: 1.493, data_time: 0.002, memory: 16628, top1_acc: 0.5710, top5_acc: 0.7866, loss_cls: 1.8232, loss: 1.8232, grad_norm: 4.5485 2021-01-28 09:47:01,599 - mmaction - INFO - Epoch [220][160/2147] lr: 1.013e-02, eta: 1 day, 13:07:48, time: 2.046, data_time: 0.004, memory: 16628, top1_acc: 0.5875, top5_acc: 0.8018, loss_cls: 1.7071, loss: 1.7071, grad_norm: 4.4465 2021-01-28 09:47:30,665 - mmaction - INFO - Epoch [220][180/2147] lr: 1.013e-02, eta: 1 day, 13:07:14, time: 1.451, data_time: 0.003, memory: 16628, top1_acc: 0.5844, top5_acc: 0.8054, loss_cls: 1.7574, loss: 1.7574, grad_norm: 4.5478 2021-01-28 09:48:07,156 - mmaction - INFO - Epoch [220][200/2147] lr: 1.013e-02, eta: 1 day, 13:06:40, time: 1.826, data_time: 0.015, memory: 16628, top1_acc: 0.5969, top5_acc: 0.8156, loss_cls: 1.6840, loss: 1.6840, grad_norm: 4.4372 2021-01-28 09:48:36,558 - mmaction - INFO - Epoch [220][220/2147] lr: 1.013e-02, eta: 1 day, 13:06:06, time: 1.465, data_time: 0.007, memory: 16628, top1_acc: 0.5844, top5_acc: 0.7911, loss_cls: 1.7498, loss: 1.7498, grad_norm: 4.4356 2021-01-28 09:49:08,424 - mmaction - INFO - Epoch [220][240/2147] lr: 1.013e-02, eta: 1 day, 13:05:32, time: 1.599, data_time: 0.012, memory: 16628, top1_acc: 0.5893, top5_acc: 0.7942, loss_cls: 1.7572, loss: 1.7572, grad_norm: 4.4503 2021-01-28 09:49:39,471 - mmaction - INFO - Epoch [220][260/2147] lr: 1.013e-02, eta: 1 day, 13:04:58, time: 1.546, data_time: 0.004, memory: 16628, top1_acc: 0.6058, top5_acc: 0.8121, loss_cls: 1.6778, loss: 1.6778, grad_norm: 4.4387 2021-01-28 09:50:09,574 - mmaction - INFO - Epoch [220][280/2147] lr: 1.013e-02, eta: 1 day, 13:04:23, time: 1.507, data_time: 0.014, memory: 16628, top1_acc: 0.5826, top5_acc: 0.7929, loss_cls: 1.8013, loss: 1.8013, grad_norm: 4.4952 2021-01-28 09:50:39,325 - mmaction - INFO - Epoch [220][300/2147] lr: 1.013e-02, eta: 1 day, 13:03:49, time: 1.493, data_time: 0.022, memory: 16628, top1_acc: 0.5830, top5_acc: 0.8013, loss_cls: 1.7394, loss: 1.7394, grad_norm: 4.4793 2021-01-28 09:51:08,952 - mmaction - INFO - Epoch [220][320/2147] lr: 1.013e-02, eta: 1 day, 13:03:15, time: 1.481, data_time: 0.003, memory: 16628, top1_acc: 0.5942, top5_acc: 0.8161, loss_cls: 1.6961, loss: 1.6961, grad_norm: 4.5002 2021-01-28 09:51:38,940 - mmaction - INFO - Epoch [220][340/2147] lr: 1.013e-02, eta: 1 day, 13:02:40, time: 1.500, data_time: 0.006, memory: 16628, top1_acc: 0.5929, top5_acc: 0.7991, loss_cls: 1.7410, loss: 1.7410, grad_norm: 4.4901 2021-01-28 09:52:11,471 - mmaction - INFO - Epoch [220][360/2147] lr: 1.013e-02, eta: 1 day, 13:02:06, time: 1.628, data_time: 0.004, memory: 16628, top1_acc: 0.5906, top5_acc: 0.8156, loss_cls: 1.7439, loss: 1.7439, grad_norm: 4.5534 2021-01-28 09:52:40,086 - mmaction - INFO - Epoch [220][380/2147] lr: 1.013e-02, eta: 1 day, 13:01:32, time: 1.429, data_time: 0.003, memory: 16628, top1_acc: 0.6049, top5_acc: 0.8085, loss_cls: 1.7172, loss: 1.7172, grad_norm: 4.4363 2021-01-28 09:53:14,093 - mmaction - INFO - Epoch [220][400/2147] lr: 1.013e-02, eta: 1 day, 13:00:58, time: 1.702, data_time: 0.003, memory: 16628, top1_acc: 0.5728, top5_acc: 0.7991, loss_cls: 1.7684, loss: 1.7684, grad_norm: 4.5813 2021-01-28 09:53:44,399 - mmaction - INFO - Epoch [220][420/2147] lr: 1.013e-02, eta: 1 day, 13:00:24, time: 1.515, data_time: 0.005, memory: 16628, top1_acc: 0.5978, top5_acc: 0.8031, loss_cls: 1.7345, loss: 1.7345, grad_norm: 4.5358 2021-01-28 09:54:13,283 - mmaction - INFO - Epoch [220][440/2147] lr: 1.013e-02, eta: 1 day, 12:59:49, time: 1.444, data_time: 0.003, memory: 16628, top1_acc: 0.5853, top5_acc: 0.7978, loss_cls: 1.7975, loss: 1.7975, grad_norm: 4.6603 2021-01-28 09:54:44,278 - mmaction - INFO - Epoch [220][460/2147] lr: 1.013e-02, eta: 1 day, 12:59:15, time: 1.546, data_time: 0.002, memory: 16628, top1_acc: 0.6058, top5_acc: 0.8054, loss_cls: 1.7024, loss: 1.7024, grad_norm: 4.4421 2021-01-28 09:55:15,887 - mmaction - INFO - Epoch [220][480/2147] lr: 1.013e-02, eta: 1 day, 12:58:41, time: 1.582, data_time: 0.008, memory: 16628, top1_acc: 0.5741, top5_acc: 0.7955, loss_cls: 1.8275, loss: 1.8275, grad_norm: 4.6419 2021-01-28 09:55:44,404 - mmaction - INFO - Epoch [220][500/2147] lr: 1.013e-02, eta: 1 day, 12:58:07, time: 1.425, data_time: 0.007, memory: 16628, top1_acc: 0.5781, top5_acc: 0.8022, loss_cls: 1.7522, loss: 1.7522, grad_norm: 4.5478 2021-01-28 09:56:16,680 - mmaction - INFO - Epoch [220][520/2147] lr: 1.013e-02, eta: 1 day, 12:57:33, time: 1.615, data_time: 0.022, memory: 16628, top1_acc: 0.5946, top5_acc: 0.8107, loss_cls: 1.6997, loss: 1.6997, grad_norm: 4.5399 2021-01-28 09:56:55,345 - mmaction - INFO - Epoch [220][540/2147] lr: 1.013e-02, eta: 1 day, 12:57:00, time: 1.934, data_time: 0.037, memory: 16628, top1_acc: 0.5902, top5_acc: 0.8058, loss_cls: 1.7037, loss: 1.7037, grad_norm: 4.4500 2021-01-28 09:57:24,571 - mmaction - INFO - Epoch [220][560/2147] lr: 1.013e-02, eta: 1 day, 12:56:25, time: 1.461, data_time: 0.002, memory: 16628, top1_acc: 0.5857, top5_acc: 0.7987, loss_cls: 1.7647, loss: 1.7647, grad_norm: 4.5692 2021-01-28 09:58:03,026 - mmaction - INFO - Epoch [220][580/2147] lr: 1.013e-02, eta: 1 day, 12:55:52, time: 1.922, data_time: 0.002, memory: 16628, top1_acc: 0.5848, top5_acc: 0.8049, loss_cls: 1.7492, loss: 1.7492, grad_norm: 4.5859 2021-01-28 09:58:34,785 - mmaction - INFO - Epoch [220][600/2147] lr: 1.013e-02, eta: 1 day, 12:55:18, time: 1.587, data_time: 0.004, memory: 16628, top1_acc: 0.5812, top5_acc: 0.7991, loss_cls: 1.7538, loss: 1.7538, grad_norm: 4.5496 2021-01-28 09:59:05,849 - mmaction - INFO - Epoch [220][620/2147] lr: 1.013e-02, eta: 1 day, 12:54:44, time: 1.554, data_time: 0.005, memory: 16628, top1_acc: 0.5960, top5_acc: 0.8045, loss_cls: 1.7453, loss: 1.7453, grad_norm: 4.5119 2021-01-28 09:59:35,913 - mmaction - INFO - Epoch [220][640/2147] lr: 1.013e-02, eta: 1 day, 12:54:10, time: 1.502, data_time: 0.001, memory: 16628, top1_acc: 0.5759, top5_acc: 0.7969, loss_cls: 1.7827, loss: 1.7827, grad_norm: 4.6655 2021-01-28 10:00:10,164 - mmaction - INFO - Epoch [220][660/2147] lr: 1.013e-02, eta: 1 day, 12:53:36, time: 1.711, data_time: 0.006, memory: 16628, top1_acc: 0.5871, top5_acc: 0.8067, loss_cls: 1.7284, loss: 1.7284, grad_norm: 4.5742 2021-01-28 10:00:40,423 - mmaction - INFO - Epoch [220][680/2147] lr: 1.013e-02, eta: 1 day, 12:53:02, time: 1.515, data_time: 0.007, memory: 16628, top1_acc: 0.5871, top5_acc: 0.8031, loss_cls: 1.7314, loss: 1.7314, grad_norm: 4.6533 2021-01-28 10:01:11,598 - mmaction - INFO - Epoch [220][700/2147] lr: 1.013e-02, eta: 1 day, 12:52:28, time: 1.560, data_time: 0.003, memory: 16628, top1_acc: 0.5799, top5_acc: 0.8009, loss_cls: 1.7439, loss: 1.7439, grad_norm: 4.6402 2021-01-28 10:01:42,639 - mmaction - INFO - Epoch [220][720/2147] lr: 1.013e-02, eta: 1 day, 12:51:53, time: 1.440, data_time: 0.001, memory: 16628, top1_acc: 0.5813, top5_acc: 0.8045, loss_cls: 1.7066, loss: 1.7066, grad_norm: 4.5960 2021-01-28 10:02:13,373 - mmaction - INFO - Epoch [220][740/2147] lr: 1.013e-02, eta: 1 day, 12:51:19, time: 1.648, data_time: 0.147, memory: 16628, top1_acc: 0.5853, top5_acc: 0.8036, loss_cls: 1.7631, loss: 1.7631, grad_norm: 4.7175 2021-01-28 10:02:42,318 - mmaction - INFO - Epoch [220][760/2147] lr: 1.013e-02, eta: 1 day, 12:50:45, time: 1.446, data_time: 0.003, memory: 16628, top1_acc: 0.5929, top5_acc: 0.7960, loss_cls: 1.7520, loss: 1.7520, grad_norm: 4.6041 2021-01-28 10:03:11,077 - mmaction - INFO - Epoch [220][780/2147] lr: 1.013e-02, eta: 1 day, 12:50:10, time: 1.439, data_time: 0.007, memory: 16628, top1_acc: 0.5897, top5_acc: 0.8085, loss_cls: 1.7348, loss: 1.7348, grad_norm: 4.5266 2021-01-28 10:03:39,503 - mmaction - INFO - Epoch [220][800/2147] lr: 1.013e-02, eta: 1 day, 12:49:36, time: 1.420, data_time: 0.003, memory: 16628, top1_acc: 0.5996, top5_acc: 0.8031, loss_cls: 1.6986, loss: 1.6986, grad_norm: 4.4662 2021-01-28 10:04:09,573 - mmaction - INFO - Epoch [220][820/2147] lr: 1.013e-02, eta: 1 day, 12:49:01, time: 1.503, data_time: 0.009, memory: 16628, top1_acc: 0.5964, top5_acc: 0.7888, loss_cls: 1.7660, loss: 1.7660, grad_norm: 4.4748 2021-01-28 10:04:39,034 - mmaction - INFO - Epoch [220][840/2147] lr: 1.013e-02, eta: 1 day, 12:48:27, time: 1.474, data_time: 0.007, memory: 16628, top1_acc: 0.5835, top5_acc: 0.8031, loss_cls: 1.7559, loss: 1.7559, grad_norm: 4.4597 2021-01-28 10:05:12,316 - mmaction - INFO - Epoch [220][860/2147] lr: 1.013e-02, eta: 1 day, 12:47:53, time: 1.663, data_time: 0.004, memory: 16628, top1_acc: 0.5875, top5_acc: 0.8045, loss_cls: 1.7252, loss: 1.7252, grad_norm: 4.5859 2021-01-28 10:05:43,739 - mmaction - INFO - Epoch [220][880/2147] lr: 1.013e-02, eta: 1 day, 12:47:19, time: 1.570, data_time: 0.003, memory: 16628, top1_acc: 0.5710, top5_acc: 0.7862, loss_cls: 1.8185, loss: 1.8185, grad_norm: 4.6244 2021-01-28 10:06:12,327 - mmaction - INFO - Epoch [220][900/2147] lr: 1.013e-02, eta: 1 day, 12:46:44, time: 1.431, data_time: 0.004, memory: 16628, top1_acc: 0.5866, top5_acc: 0.7960, loss_cls: 1.7914, loss: 1.7914, grad_norm: 4.5443 2021-01-28 10:06:43,975 - mmaction - INFO - Epoch [220][920/2147] lr: 1.013e-02, eta: 1 day, 12:46:10, time: 1.505, data_time: 0.006, memory: 16628, top1_acc: 0.5835, top5_acc: 0.7888, loss_cls: 1.7853, loss: 1.7853, grad_norm: 4.5225 2021-01-28 10:07:15,192 - mmaction - INFO - Epoch [220][940/2147] lr: 1.013e-02, eta: 1 day, 12:45:36, time: 1.635, data_time: 0.086, memory: 16628, top1_acc: 0.5888, top5_acc: 0.8018, loss_cls: 1.7625, loss: 1.7625, grad_norm: 4.5732 2021-01-28 10:07:47,825 - mmaction - INFO - Epoch [220][960/2147] lr: 1.013e-02, eta: 1 day, 12:45:02, time: 1.633, data_time: 0.013, memory: 16628, top1_acc: 0.5768, top5_acc: 0.7946, loss_cls: 1.7946, loss: 1.7946, grad_norm: 4.5310 2021-01-28 10:08:18,503 - mmaction - INFO - Epoch [220][980/2147] lr: 1.013e-02, eta: 1 day, 12:44:28, time: 1.536, data_time: 0.008, memory: 16628, top1_acc: 0.5687, top5_acc: 0.7897, loss_cls: 1.8023, loss: 1.8023, grad_norm: 4.5650 2021-01-28 10:08:50,345 - mmaction - INFO - Epoch [220][1000/2147] lr: 1.013e-02, eta: 1 day, 12:43:54, time: 1.590, data_time: 0.006, memory: 16628, top1_acc: 0.6004, top5_acc: 0.8067, loss_cls: 1.7207, loss: 1.7207, grad_norm: 4.5491 2021-01-28 10:09:21,530 - mmaction - INFO - Epoch [220][1020/2147] lr: 1.013e-02, eta: 1 day, 12:43:20, time: 1.560, data_time: 0.010, memory: 16628, top1_acc: 0.5643, top5_acc: 0.8013, loss_cls: 1.7831, loss: 1.7831, grad_norm: 4.6888 2021-01-28 10:09:50,227 - mmaction - INFO - Epoch [220][1040/2147] lr: 1.013e-02, eta: 1 day, 12:42:45, time: 1.437, data_time: 0.008, memory: 16628, top1_acc: 0.6036, top5_acc: 0.8000, loss_cls: 1.7144, loss: 1.7144, grad_norm: 4.4135 2021-01-28 10:10:20,125 - mmaction - INFO - Epoch [220][1060/2147] lr: 1.013e-02, eta: 1 day, 12:42:11, time: 1.492, data_time: 0.002, memory: 16628, top1_acc: 0.6076, top5_acc: 0.8063, loss_cls: 1.6802, loss: 1.6802, grad_norm: 4.3794 2021-01-28 10:10:49,126 - mmaction - INFO - Epoch [220][1080/2147] lr: 1.013e-02, eta: 1 day, 12:41:37, time: 1.449, data_time: 0.009, memory: 16628, top1_acc: 0.5732, top5_acc: 0.7897, loss_cls: 1.8309, loss: 1.8309, grad_norm: 4.5484 2021-01-28 10:11:19,082 - mmaction - INFO - Epoch [220][1100/2147] lr: 1.013e-02, eta: 1 day, 12:41:02, time: 1.500, data_time: 0.007, memory: 16628, top1_acc: 0.5920, top5_acc: 0.8045, loss_cls: 1.7543, loss: 1.7543, grad_norm: 4.6098 2021-01-28 10:12:01,734 - mmaction - INFO - Epoch [220][1120/2147] lr: 1.013e-02, eta: 1 day, 12:40:30, time: 2.134, data_time: 0.005, memory: 16628, top1_acc: 0.5821, top5_acc: 0.7951, loss_cls: 1.7722, loss: 1.7722, grad_norm: 4.5183 2021-01-28 10:12:36,025 - mmaction - INFO - Epoch [220][1140/2147] lr: 1.013e-02, eta: 1 day, 12:39:56, time: 1.714, data_time: 0.002, memory: 16628, top1_acc: 0.5955, top5_acc: 0.8165, loss_cls: 1.6585, loss: 1.6585, grad_norm: 4.6149 2021-01-28 10:13:04,958 - mmaction - INFO - Epoch [220][1160/2147] lr: 1.013e-02, eta: 1 day, 12:39:22, time: 1.448, data_time: 0.004, memory: 16628, top1_acc: 0.5817, top5_acc: 0.7951, loss_cls: 1.7990, loss: 1.7990, grad_norm: 4.6017 2021-01-28 10:13:36,811 - mmaction - INFO - Epoch [220][1180/2147] lr: 1.013e-02, eta: 1 day, 12:38:48, time: 1.592, data_time: 0.003, memory: 16628, top1_acc: 0.5946, top5_acc: 0.8022, loss_cls: 1.7327, loss: 1.7327, grad_norm: 4.3890 2021-01-28 10:14:05,586 - mmaction - INFO - Epoch [220][1200/2147] lr: 1.013e-02, eta: 1 day, 12:38:13, time: 1.439, data_time: 0.003, memory: 16628, top1_acc: 0.5830, top5_acc: 0.7969, loss_cls: 1.7932, loss: 1.7932, grad_norm: 4.6167 2021-01-28 10:14:34,749 - mmaction - INFO - Epoch [220][1220/2147] lr: 1.013e-02, eta: 1 day, 12:37:39, time: 1.458, data_time: 0.002, memory: 16628, top1_acc: 0.5777, top5_acc: 0.7879, loss_cls: 1.8001, loss: 1.8001, grad_norm: 4.6151 2021-01-28 10:15:04,899 - mmaction - INFO - Epoch [220][1240/2147] lr: 1.013e-02, eta: 1 day, 12:37:04, time: 1.507, data_time: 0.004, memory: 16628, top1_acc: 0.5848, top5_acc: 0.8018, loss_cls: 1.7555, loss: 1.7555, grad_norm: 4.5988 2021-01-28 10:15:37,820 - mmaction - INFO - Epoch [220][1260/2147] lr: 1.013e-02, eta: 1 day, 12:36:31, time: 1.644, data_time: 0.005, memory: 16628, top1_acc: 0.5996, top5_acc: 0.8049, loss_cls: 1.7179, loss: 1.7179, grad_norm: 4.4978 2021-01-28 10:16:09,598 - mmaction - INFO - Epoch [220][1280/2147] lr: 1.013e-02, eta: 1 day, 12:35:57, time: 1.589, data_time: 0.009, memory: 16628, top1_acc: 0.5946, top5_acc: 0.8063, loss_cls: 1.7408, loss: 1.7408, grad_norm: 4.6436 2021-01-28 10:16:43,643 - mmaction - INFO - Epoch [220][1300/2147] lr: 1.013e-02, eta: 1 day, 12:35:23, time: 1.646, data_time: 0.008, memory: 16628, top1_acc: 0.5781, top5_acc: 0.8000, loss_cls: 1.7339, loss: 1.7339, grad_norm: 4.7676 2021-01-28 10:17:19,700 - mmaction - INFO - Epoch [220][1320/2147] lr: 1.013e-02, eta: 1 day, 12:34:50, time: 1.858, data_time: 0.063, memory: 16628, top1_acc: 0.5871, top5_acc: 0.7955, loss_cls: 1.7514, loss: 1.7514, grad_norm: 4.7426 2021-01-28 10:17:49,473 - mmaction - INFO - Epoch [220][1340/2147] lr: 1.013e-02, eta: 1 day, 12:34:15, time: 1.490, data_time: 0.008, memory: 16628, top1_acc: 0.5772, top5_acc: 0.7888, loss_cls: 1.8218, loss: 1.8218, grad_norm: 4.6542 2021-01-28 10:18:20,380 - mmaction - INFO - Epoch [220][1360/2147] lr: 1.013e-02, eta: 1 day, 12:33:41, time: 1.547, data_time: 0.006, memory: 16628, top1_acc: 0.5777, top5_acc: 0.8013, loss_cls: 1.7640, loss: 1.7640, grad_norm: 4.4975 2021-01-28 10:18:49,618 - mmaction - INFO - Epoch [220][1380/2147] lr: 1.013e-02, eta: 1 day, 12:33:07, time: 1.459, data_time: 0.002, memory: 16628, top1_acc: 0.5804, top5_acc: 0.7924, loss_cls: 1.7836, loss: 1.7836, grad_norm: 4.6103 2021-01-28 10:19:20,343 - mmaction - INFO - Epoch [220][1400/2147] lr: 1.013e-02, eta: 1 day, 12:32:32, time: 1.536, data_time: 0.007, memory: 16628, top1_acc: 0.5826, top5_acc: 0.8094, loss_cls: 1.7565, loss: 1.7565, grad_norm: 4.5713 2021-01-28 10:19:49,244 - mmaction - INFO - Epoch [220][1420/2147] lr: 1.013e-02, eta: 1 day, 12:31:58, time: 1.446, data_time: 0.005, memory: 16628, top1_acc: 0.5692, top5_acc: 0.7951, loss_cls: 1.8138, loss: 1.8138, grad_norm: 4.7419 2021-01-28 10:20:19,289 - mmaction - INFO - Epoch [220][1440/2147] lr: 1.013e-02, eta: 1 day, 12:31:24, time: 1.505, data_time: 0.005, memory: 16628, top1_acc: 0.5674, top5_acc: 0.7951, loss_cls: 1.8204, loss: 1.8204, grad_norm: 4.5625 2021-01-28 10:20:47,730 - mmaction - INFO - Epoch [220][1460/2147] lr: 1.013e-02, eta: 1 day, 12:30:49, time: 1.414, data_time: 0.002, memory: 16628, top1_acc: 0.5866, top5_acc: 0.7946, loss_cls: 1.7731, loss: 1.7731, grad_norm: 4.4375 2021-01-28 10:21:17,180 - mmaction - INFO - Epoch [220][1480/2147] lr: 1.013e-02, eta: 1 day, 12:30:15, time: 1.475, data_time: 0.013, memory: 16628, top1_acc: 0.5897, top5_acc: 0.8022, loss_cls: 1.7474, loss: 1.7474, grad_norm: 4.5352 2021-01-28 10:21:48,803 - mmaction - INFO - Epoch [220][1500/2147] lr: 1.013e-02, eta: 1 day, 12:29:40, time: 1.586, data_time: 0.127, memory: 16628, top1_acc: 0.5719, top5_acc: 0.7844, loss_cls: 1.8042, loss: 1.8042, grad_norm: 4.5521 2021-01-28 10:22:23,481 - mmaction - INFO - Epoch [220][1520/2147] lr: 1.013e-02, eta: 1 day, 12:29:07, time: 1.728, data_time: 0.007, memory: 16628, top1_acc: 0.5750, top5_acc: 0.7955, loss_cls: 1.8251, loss: 1.8251, grad_norm: 4.6884 2021-01-28 10:22:53,941 - mmaction - INFO - Epoch [220][1540/2147] lr: 1.013e-02, eta: 1 day, 12:28:33, time: 1.522, data_time: 0.016, memory: 16628, top1_acc: 0.5795, top5_acc: 0.7884, loss_cls: 1.7824, loss: 1.7824, grad_norm: 4.6869 2021-01-28 10:23:23,326 - mmaction - INFO - Epoch [220][1560/2147] lr: 1.013e-02, eta: 1 day, 12:27:58, time: 1.467, data_time: 0.027, memory: 16628, top1_acc: 0.5871, top5_acc: 0.8013, loss_cls: 1.7489, loss: 1.7489, grad_norm: 4.5200 2021-01-28 10:23:56,643 - mmaction - INFO - Epoch [220][1580/2147] lr: 1.013e-02, eta: 1 day, 12:27:24, time: 1.671, data_time: 0.021, memory: 16628, top1_acc: 0.5915, top5_acc: 0.8004, loss_cls: 1.7572, loss: 1.7572, grad_norm: 4.6150 2021-01-28 10:24:29,343 - mmaction - INFO - Epoch [220][1600/2147] lr: 1.013e-02, eta: 1 day, 12:26:51, time: 1.638, data_time: 0.008, memory: 16628, top1_acc: 0.5897, top5_acc: 0.8027, loss_cls: 1.7514, loss: 1.7514, grad_norm: 4.6709 2021-01-28 10:24:59,619 - mmaction - INFO - Epoch [220][1620/2147] lr: 1.013e-02, eta: 1 day, 12:26:16, time: 1.511, data_time: 0.004, memory: 16628, top1_acc: 0.5969, top5_acc: 0.7960, loss_cls: 1.7347, loss: 1.7347, grad_norm: 4.6431 2021-01-28 10:25:29,953 - mmaction - INFO - Epoch [220][1640/2147] lr: 1.013e-02, eta: 1 day, 12:25:42, time: 1.521, data_time: 0.008, memory: 16628, top1_acc: 0.5808, top5_acc: 0.8018, loss_cls: 1.7759, loss: 1.7759, grad_norm: 4.6587 2021-01-28 10:25:58,403 - mmaction - INFO - Epoch [220][1660/2147] lr: 1.013e-02, eta: 1 day, 12:25:07, time: 1.422, data_time: 0.004, memory: 16628, top1_acc: 0.5897, top5_acc: 0.7969, loss_cls: 1.7941, loss: 1.7941, grad_norm: 4.4982 2021-01-28 10:26:26,679 - mmaction - INFO - Epoch [220][1680/2147] lr: 1.013e-02, eta: 1 day, 12:24:33, time: 1.413, data_time: 0.001, memory: 16628, top1_acc: 0.5656, top5_acc: 0.7866, loss_cls: 1.8318, loss: 1.8318, grad_norm: 4.5867 2021-01-28 10:27:03,482 - mmaction - INFO - Epoch [220][1700/2147] lr: 1.013e-02, eta: 1 day, 12:24:00, time: 1.840, data_time: 0.005, memory: 16628, top1_acc: 0.5835, top5_acc: 0.7991, loss_cls: 1.7440, loss: 1.7440, grad_norm: 4.5341 2021-01-28 10:27:32,283 - mmaction - INFO - Epoch [220][1720/2147] lr: 1.013e-02, eta: 1 day, 12:23:25, time: 1.441, data_time: 0.004, memory: 16628, top1_acc: 0.5777, top5_acc: 0.7996, loss_cls: 1.8058, loss: 1.8058, grad_norm: 4.5991 2021-01-28 10:28:03,686 - mmaction - INFO - Epoch [220][1740/2147] lr: 1.013e-02, eta: 1 day, 12:22:51, time: 1.569, data_time: 0.007, memory: 16628, top1_acc: 0.5804, top5_acc: 0.7929, loss_cls: 1.8000, loss: 1.8000, grad_norm: 4.7574 2021-01-28 10:28:35,970 - mmaction - INFO - Epoch [220][1760/2147] lr: 1.013e-02, eta: 1 day, 12:22:17, time: 1.612, data_time: 0.002, memory: 16628, top1_acc: 0.5835, top5_acc: 0.7875, loss_cls: 1.7884, loss: 1.7884, grad_norm: 4.6152 2021-01-28 10:29:06,360 - mmaction - INFO - Epoch [220][1780/2147] lr: 1.013e-02, eta: 1 day, 12:21:43, time: 1.522, data_time: 0.005, memory: 16628, top1_acc: 0.5853, top5_acc: 0.8000, loss_cls: 1.8065, loss: 1.8065, grad_norm: 4.6014 2021-01-28 10:29:35,511 - mmaction - INFO - Epoch [220][1800/2147] lr: 1.013e-02, eta: 1 day, 12:21:08, time: 1.458, data_time: 0.005, memory: 16628, top1_acc: 0.5763, top5_acc: 0.8027, loss_cls: 1.7483, loss: 1.7483, grad_norm: 4.5532 2021-01-28 10:30:05,338 - mmaction - INFO - Epoch [220][1820/2147] lr: 1.013e-02, eta: 1 day, 12:20:34, time: 1.490, data_time: 0.003, memory: 16628, top1_acc: 0.6036, top5_acc: 0.8040, loss_cls: 1.7021, loss: 1.7021, grad_norm: 4.5243 2021-01-28 10:30:34,827 - mmaction - INFO - Epoch [220][1840/2147] lr: 1.013e-02, eta: 1 day, 12:20:00, time: 1.477, data_time: 0.005, memory: 16628, top1_acc: 0.5920, top5_acc: 0.8009, loss_cls: 1.7664, loss: 1.7664, grad_norm: 4.5358 2021-01-28 10:31:03,928 - mmaction - INFO - Epoch [220][1860/2147] lr: 1.013e-02, eta: 1 day, 12:19:25, time: 1.449, data_time: 0.002, memory: 16628, top1_acc: 0.5692, top5_acc: 0.8009, loss_cls: 1.7861, loss: 1.7861, grad_norm: 4.6674 2021-01-28 10:31:33,124 - mmaction - INFO - Epoch [220][1880/2147] lr: 1.013e-02, eta: 1 day, 12:18:51, time: 1.466, data_time: 0.026, memory: 16628, top1_acc: 0.6040, top5_acc: 0.7991, loss_cls: 1.7517, loss: 1.7517, grad_norm: 4.4877 2021-01-28 10:32:06,777 - mmaction - INFO - Epoch [220][1900/2147] lr: 1.013e-02, eta: 1 day, 12:18:17, time: 1.682, data_time: 0.079, memory: 16628, top1_acc: 0.5875, top5_acc: 0.7987, loss_cls: 1.7552, loss: 1.7552, grad_norm: 4.5911 2021-01-28 10:32:38,651 - mmaction - INFO - Epoch [220][1920/2147] lr: 1.013e-02, eta: 1 day, 12:17:43, time: 1.594, data_time: 0.003, memory: 16628, top1_acc: 0.5772, top5_acc: 0.7902, loss_cls: 1.7744, loss: 1.7744, grad_norm: 4.5656 2021-01-28 10:33:07,214 - mmaction - INFO - Epoch [220][1940/2147] lr: 1.013e-02, eta: 1 day, 12:17:08, time: 1.428, data_time: 0.002, memory: 16628, top1_acc: 0.5835, top5_acc: 0.7929, loss_cls: 1.8082, loss: 1.8082, grad_norm: 4.5879 2021-01-28 10:33:36,023 - mmaction - INFO - Epoch [220][1960/2147] lr: 1.013e-02, eta: 1 day, 12:16:34, time: 1.442, data_time: 0.005, memory: 16628, top1_acc: 0.5799, top5_acc: 0.8049, loss_cls: 1.7412, loss: 1.7412, grad_norm: 4.4515 2021-01-28 10:34:04,669 - mmaction - INFO - Epoch [220][1980/2147] lr: 1.013e-02, eta: 1 day, 12:15:59, time: 1.432, data_time: 0.003, memory: 16628, top1_acc: 0.5955, top5_acc: 0.7920, loss_cls: 1.7671, loss: 1.7671, grad_norm: 4.5771 2021-01-28 10:34:33,156 - mmaction - INFO - Epoch [220][2000/2147] lr: 1.013e-02, eta: 1 day, 12:15:25, time: 1.425, data_time: 0.002, memory: 16628, top1_acc: 0.5839, top5_acc: 0.7879, loss_cls: 1.8092, loss: 1.8092, grad_norm: 4.6016 2021-01-28 10:35:04,862 - mmaction - INFO - Epoch [220][2020/2147] lr: 1.013e-02, eta: 1 day, 12:14:51, time: 1.582, data_time: 0.001, memory: 16628, top1_acc: 0.5915, top5_acc: 0.7987, loss_cls: 1.7673, loss: 1.7673, grad_norm: 4.6230 2021-01-28 10:35:34,427 - mmaction - INFO - Epoch [220][2040/2147] lr: 1.013e-02, eta: 1 day, 12:14:16, time: 1.480, data_time: 0.012, memory: 16628, top1_acc: 0.5768, top5_acc: 0.7955, loss_cls: 1.8095, loss: 1.8095, grad_norm: 4.7750 2021-01-28 10:36:05,319 - mmaction - INFO - Epoch [220][2060/2147] lr: 1.013e-02, eta: 1 day, 12:13:42, time: 1.544, data_time: 0.003, memory: 16628, top1_acc: 0.5875, top5_acc: 0.8143, loss_cls: 1.7292, loss: 1.7292, grad_norm: 4.6288 2021-01-28 10:36:38,645 - mmaction - INFO - Epoch [220][2080/2147] lr: 1.013e-02, eta: 1 day, 12:13:08, time: 1.668, data_time: 0.004, memory: 16628, top1_acc: 0.5826, top5_acc: 0.7911, loss_cls: 1.8030, loss: 1.8030, grad_norm: 4.6610 2021-01-28 10:37:19,186 - mmaction - INFO - Epoch [220][2100/2147] lr: 1.013e-02, eta: 1 day, 12:12:36, time: 2.027, data_time: 0.003, memory: 16628, top1_acc: 0.5857, top5_acc: 0.8076, loss_cls: 1.7720, loss: 1.7720, grad_norm: 4.6311 2021-01-28 10:37:56,844 - mmaction - INFO - Epoch [220][2120/2147] lr: 1.013e-02, eta: 1 day, 12:12:02, time: 1.794, data_time: 0.006, memory: 16628, top1_acc: 0.5799, top5_acc: 0.7857, loss_cls: 1.8010, loss: 1.8010, grad_norm: 4.7026 2021-01-28 10:38:26,610 - mmaction - INFO - Epoch [220][2140/2147] lr: 1.013e-02, eta: 1 day, 12:11:28, time: 1.577, data_time: 0.093, memory: 16628, top1_acc: 0.5875, top5_acc: 0.8000, loss_cls: 1.7725, loss: 1.7725, grad_norm: 4.6404 2021-01-28 10:38:54,663 - mmaction - INFO - Saving checkpoint at 220 epochs 2021-01-28 10:56:53,317 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-28 10:56:54,116 - mmaction - INFO - top1_acc 0.6381 top5_acc 0.8537 2021-01-28 10:56:54,116 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-28 10:56:54,175 - mmaction - INFO - mean_acc 0.6379 2021-01-28 10:56:54,176 - mmaction - INFO - Now best checkpoint is epoch_220.pth 2021-01-28 10:56:54,187 - mmaction - INFO - Epoch(val) [220][2147] top1_acc: 0.6381, top5_acc: 0.8537, mean_class_accuracy: 0.6379 2021-01-28 11:01:45,728 - mmaction - INFO - Epoch [221][20/2147] lr: 9.601e-03, eta: 1 day, 12:11:23, time: 14.492, data_time: 12.955, memory: 16628, top1_acc: 0.5906, top5_acc: 0.7991, loss_cls: 1.7452, loss: 1.7452, grad_norm: 4.6160 2021-01-28 11:02:17,379 - mmaction - INFO - Epoch [221][40/2147] lr: 9.601e-03, eta: 1 day, 12:10:49, time: 1.662, data_time: 0.142, memory: 16628, top1_acc: 0.5924, top5_acc: 0.8049, loss_cls: 1.7280, loss: 1.7280, grad_norm: 4.5598 2021-01-28 11:02:49,984 - mmaction - INFO - Epoch [221][60/2147] lr: 9.601e-03, eta: 1 day, 12:10:15, time: 1.630, data_time: 0.005, memory: 16628, top1_acc: 0.5888, top5_acc: 0.7835, loss_cls: 1.8125, loss: 1.8125, grad_norm: 4.6865 2021-01-28 11:03:21,350 - mmaction - INFO - Epoch [221][80/2147] lr: 9.601e-03, eta: 1 day, 12:09:41, time: 1.568, data_time: 0.004, memory: 16628, top1_acc: 0.5906, top5_acc: 0.7946, loss_cls: 1.7652, loss: 1.7652, grad_norm: 4.6910 2021-01-28 11:03:50,276 - mmaction - INFO - Epoch [221][100/2147] lr: 9.601e-03, eta: 1 day, 12:09:07, time: 1.446, data_time: 0.005, memory: 16628, top1_acc: 0.5821, top5_acc: 0.7964, loss_cls: 1.7704, loss: 1.7704, grad_norm: 4.6565 2021-01-28 11:04:21,065 - mmaction - INFO - Epoch [221][120/2147] lr: 9.601e-03, eta: 1 day, 12:08:32, time: 1.537, data_time: 0.006, memory: 16628, top1_acc: 0.5866, top5_acc: 0.8013, loss_cls: 1.7732, loss: 1.7732, grad_norm: 4.5760 2021-01-28 11:04:51,118 - mmaction - INFO - Epoch [221][140/2147] lr: 9.601e-03, eta: 1 day, 12:07:58, time: 1.505, data_time: 0.014, memory: 16628, top1_acc: 0.5964, top5_acc: 0.8036, loss_cls: 1.7218, loss: 1.7218, grad_norm: 4.6004 2021-01-28 11:05:21,853 - mmaction - INFO - Epoch [221][160/2147] lr: 9.601e-03, eta: 1 day, 12:07:24, time: 1.535, data_time: 0.006, memory: 16628, top1_acc: 0.5969, top5_acc: 0.8112, loss_cls: 1.7051, loss: 1.7051, grad_norm: 4.5937 2021-01-28 11:05:50,271 - mmaction - INFO - Epoch [221][180/2147] lr: 9.601e-03, eta: 1 day, 12:06:49, time: 1.425, data_time: 0.006, memory: 16628, top1_acc: 0.5960, top5_acc: 0.7955, loss_cls: 1.7321, loss: 1.7321, grad_norm: 4.5552 2021-01-28 11:06:20,081 - mmaction - INFO - Epoch [221][200/2147] lr: 9.601e-03, eta: 1 day, 12:06:15, time: 1.487, data_time: 0.002, memory: 16628, top1_acc: 0.5987, top5_acc: 0.8058, loss_cls: 1.7078, loss: 1.7078, grad_norm: 4.5580 2021-01-28 11:06:49,410 - mmaction - INFO - Epoch [221][220/2147] lr: 9.601e-03, eta: 1 day, 12:05:40, time: 1.468, data_time: 0.014, memory: 16628, top1_acc: 0.6121, top5_acc: 0.8210, loss_cls: 1.6369, loss: 1.6369, grad_norm: 4.4968 2021-01-28 11:07:18,138 - mmaction - INFO - Epoch [221][240/2147] lr: 9.601e-03, eta: 1 day, 12:05:06, time: 1.437, data_time: 0.004, memory: 16628, top1_acc: 0.6071, top5_acc: 0.8022, loss_cls: 1.7382, loss: 1.7382, grad_norm: 4.6337 2021-01-28 11:07:48,258 - mmaction - INFO - Epoch [221][260/2147] lr: 9.601e-03, eta: 1 day, 12:04:32, time: 1.506, data_time: 0.006, memory: 16628, top1_acc: 0.5978, top5_acc: 0.8098, loss_cls: 1.7196, loss: 1.7196, grad_norm: 4.6450 2021-01-28 11:08:17,078 - mmaction - INFO - Epoch [221][280/2147] lr: 9.601e-03, eta: 1 day, 12:03:57, time: 1.442, data_time: 0.006, memory: 16628, top1_acc: 0.5978, top5_acc: 0.8063, loss_cls: 1.7219, loss: 1.7219, grad_norm: 4.5603 2021-01-28 11:08:48,468 - mmaction - INFO - Epoch [221][300/2147] lr: 9.601e-03, eta: 1 day, 12:03:23, time: 1.567, data_time: 0.003, memory: 16628, top1_acc: 0.5906, top5_acc: 0.8067, loss_cls: 1.7071, loss: 1.7071, grad_norm: 4.5363 2021-01-28 11:09:16,966 - mmaction - INFO - Epoch [221][320/2147] lr: 9.601e-03, eta: 1 day, 12:02:48, time: 1.426, data_time: 0.006, memory: 16628, top1_acc: 0.5884, top5_acc: 0.8112, loss_cls: 1.7319, loss: 1.7319, grad_norm: 4.5954 2021-01-28 11:09:46,680 - mmaction - INFO - Epoch [221][340/2147] lr: 9.601e-03, eta: 1 day, 12:02:14, time: 1.486, data_time: 0.006, memory: 16628, top1_acc: 0.5929, top5_acc: 0.8076, loss_cls: 1.6977, loss: 1.6977, grad_norm: 4.5790 2021-01-28 11:10:18,305 - mmaction - INFO - Epoch [221][360/2147] lr: 9.601e-03, eta: 1 day, 12:01:40, time: 1.581, data_time: 0.003, memory: 16628, top1_acc: 0.5857, top5_acc: 0.8067, loss_cls: 1.6978, loss: 1.6978, grad_norm: 4.5710 2021-01-28 11:10:49,393 - mmaction - INFO - Epoch [221][380/2147] lr: 9.601e-03, eta: 1 day, 12:01:06, time: 1.554, data_time: 0.008, memory: 16628, top1_acc: 0.6094, top5_acc: 0.8103, loss_cls: 1.7093, loss: 1.7093, grad_norm: 4.6027 2021-01-28 11:11:19,038 - mmaction - INFO - Epoch [221][400/2147] lr: 9.601e-03, eta: 1 day, 12:00:31, time: 1.482, data_time: 0.005, memory: 16628, top1_acc: 0.6062, top5_acc: 0.8013, loss_cls: 1.7085, loss: 1.7085, grad_norm: 4.5117 2021-01-28 11:11:50,795 - mmaction - INFO - Epoch [221][420/2147] lr: 9.601e-03, eta: 1 day, 11:59:57, time: 1.587, data_time: 0.008, memory: 16628, top1_acc: 0.5853, top5_acc: 0.7879, loss_cls: 1.8056, loss: 1.8056, grad_norm: 4.6492 2021-01-28 11:12:20,586 - mmaction - INFO - Epoch [221][440/2147] lr: 9.601e-03, eta: 1 day, 11:59:23, time: 1.492, data_time: 0.008, memory: 16628, top1_acc: 0.6049, top5_acc: 0.8098, loss_cls: 1.6667, loss: 1.6667, grad_norm: 4.4405 2021-01-28 11:12:53,424 - mmaction - INFO - Epoch [221][460/2147] lr: 9.601e-03, eta: 1 day, 11:58:49, time: 1.642, data_time: 0.001, memory: 16628, top1_acc: 0.5942, top5_acc: 0.8009, loss_cls: 1.7526, loss: 1.7526, grad_norm: 4.5410 2021-01-28 11:13:23,943 - mmaction - INFO - Epoch [221][480/2147] lr: 9.601e-03, eta: 1 day, 11:58:15, time: 1.526, data_time: 0.012, memory: 16628, top1_acc: 0.5692, top5_acc: 0.7951, loss_cls: 1.8460, loss: 1.8460, grad_norm: 4.6655 2021-01-28 11:13:55,076 - mmaction - INFO - Epoch [221][500/2147] lr: 9.601e-03, eta: 1 day, 11:57:41, time: 1.555, data_time: 0.003, memory: 16628, top1_acc: 0.5835, top5_acc: 0.8022, loss_cls: 1.7596, loss: 1.7596, grad_norm: 4.5510 2021-01-28 11:14:23,882 - mmaction - INFO - Epoch [221][520/2147] lr: 9.601e-03, eta: 1 day, 11:57:06, time: 1.442, data_time: 0.013, memory: 16628, top1_acc: 0.5875, top5_acc: 0.8071, loss_cls: 1.7232, loss: 1.7232, grad_norm: 4.4832 2021-01-28 11:14:54,696 - mmaction - INFO - Epoch [221][540/2147] lr: 9.601e-03, eta: 1 day, 11:56:32, time: 1.540, data_time: 0.006, memory: 16628, top1_acc: 0.5969, top5_acc: 0.8089, loss_cls: 1.7022, loss: 1.7022, grad_norm: 4.6240 2021-01-28 11:15:24,708 - mmaction - INFO - Epoch [221][560/2147] lr: 9.601e-03, eta: 1 day, 11:55:58, time: 1.500, data_time: 0.010, memory: 16628, top1_acc: 0.5853, top5_acc: 0.7978, loss_cls: 1.7773, loss: 1.7773, grad_norm: 4.5807 2021-01-28 11:15:55,114 - mmaction - INFO - Epoch [221][580/2147] lr: 9.601e-03, eta: 1 day, 11:55:24, time: 1.520, data_time: 0.004, memory: 16628, top1_acc: 0.5906, top5_acc: 0.8094, loss_cls: 1.7402, loss: 1.7402, grad_norm: 4.8337 2021-01-28 11:16:24,001 - mmaction - INFO - Epoch [221][600/2147] lr: 9.601e-03, eta: 1 day, 11:54:49, time: 1.442, data_time: 0.004, memory: 16628, top1_acc: 0.5906, top5_acc: 0.7951, loss_cls: 1.7509, loss: 1.7509, grad_norm: 4.6549 2021-01-28 11:17:01,781 - mmaction - INFO - Epoch [221][620/2147] lr: 9.601e-03, eta: 1 day, 11:54:16, time: 1.877, data_time: 0.177, memory: 16628, top1_acc: 0.6085, top5_acc: 0.8009, loss_cls: 1.6960, loss: 1.6960, grad_norm: 4.5404 2021-01-28 11:17:32,204 - mmaction - INFO - Epoch [221][640/2147] lr: 9.601e-03, eta: 1 day, 11:53:42, time: 1.536, data_time: 0.026, memory: 16628, top1_acc: 0.6004, top5_acc: 0.8027, loss_cls: 1.7302, loss: 1.7302, grad_norm: 4.6439 2021-01-28 11:18:02,583 - mmaction - INFO - Epoch [221][660/2147] lr: 9.601e-03, eta: 1 day, 11:53:07, time: 1.513, data_time: 0.002, memory: 16628, top1_acc: 0.6013, top5_acc: 0.8000, loss_cls: 1.7027, loss: 1.7027, grad_norm: 4.5152 2021-01-28 11:18:31,542 - mmaction - INFO - Epoch [221][680/2147] lr: 9.601e-03, eta: 1 day, 11:52:33, time: 1.455, data_time: 0.010, memory: 16628, top1_acc: 0.6054, top5_acc: 0.8112, loss_cls: 1.6785, loss: 1.6785, grad_norm: 4.5206 2021-01-28 11:19:02,168 - mmaction - INFO - Epoch [221][700/2147] lr: 9.601e-03, eta: 1 day, 11:51:59, time: 1.530, data_time: 0.003, memory: 16628, top1_acc: 0.6004, top5_acc: 0.8067, loss_cls: 1.7266, loss: 1.7266, grad_norm: 4.6555 2021-01-28 11:19:32,457 - mmaction - INFO - Epoch [221][720/2147] lr: 9.601e-03, eta: 1 day, 11:51:25, time: 1.515, data_time: 0.005, memory: 16628, top1_acc: 0.6071, top5_acc: 0.8054, loss_cls: 1.6800, loss: 1.6800, grad_norm: 4.5613 2021-01-28 11:20:00,945 - mmaction - INFO - Epoch [221][740/2147] lr: 9.601e-03, eta: 1 day, 11:50:50, time: 1.418, data_time: 0.002, memory: 16628, top1_acc: 0.5906, top5_acc: 0.8000, loss_cls: 1.7198, loss: 1.7198, grad_norm: 4.6216 2021-01-28 11:20:34,088 - mmaction - INFO - Epoch [221][760/2147] lr: 9.601e-03, eta: 1 day, 11:50:16, time: 1.661, data_time: 0.007, memory: 16628, top1_acc: 0.5696, top5_acc: 0.7897, loss_cls: 1.7937, loss: 1.7937, grad_norm: 4.7631 2021-01-28 11:21:04,956 - mmaction - INFO - Epoch [221][780/2147] lr: 9.601e-03, eta: 1 day, 11:49:42, time: 1.540, data_time: 0.004, memory: 16628, top1_acc: 0.5768, top5_acc: 0.7920, loss_cls: 1.7884, loss: 1.7884, grad_norm: 4.7016 2021-01-28 11:21:35,601 - mmaction - INFO - Epoch [221][800/2147] lr: 9.601e-03, eta: 1 day, 11:49:08, time: 1.538, data_time: 0.017, memory: 16628, top1_acc: 0.5786, top5_acc: 0.8004, loss_cls: 1.7500, loss: 1.7500, grad_norm: 4.6727 2021-01-28 11:22:07,994 - mmaction - INFO - Epoch [221][820/2147] lr: 9.601e-03, eta: 1 day, 11:48:34, time: 1.616, data_time: 0.003, memory: 16628, top1_acc: 0.5871, top5_acc: 0.7955, loss_cls: 1.7262, loss: 1.7262, grad_norm: 4.6315 2021-01-28 11:22:39,947 - mmaction - INFO - Epoch [221][840/2147] lr: 9.601e-03, eta: 1 day, 11:48:00, time: 1.597, data_time: 0.012, memory: 16628, top1_acc: 0.5741, top5_acc: 0.7808, loss_cls: 1.8126, loss: 1.8126, grad_norm: 4.7052 2021-01-28 11:23:16,243 - mmaction - INFO - Epoch [221][860/2147] lr: 9.601e-03, eta: 1 day, 11:47:27, time: 1.813, data_time: 0.012, memory: 16628, top1_acc: 0.5915, top5_acc: 0.8027, loss_cls: 1.7505, loss: 1.7505, grad_norm: 4.6839 2021-01-28 11:23:46,947 - mmaction - INFO - Epoch [221][880/2147] lr: 9.601e-03, eta: 1 day, 11:46:52, time: 1.535, data_time: 0.007, memory: 16628, top1_acc: 0.5871, top5_acc: 0.8152, loss_cls: 1.7039, loss: 1.7039, grad_norm: 4.7986 2021-01-28 11:24:15,334 - mmaction - INFO - Epoch [221][900/2147] lr: 9.601e-03, eta: 1 day, 11:46:18, time: 1.425, data_time: 0.008, memory: 16628, top1_acc: 0.5772, top5_acc: 0.7946, loss_cls: 1.7506, loss: 1.7506, grad_norm: 4.6280 2021-01-28 11:24:50,046 - mmaction - INFO - Epoch [221][920/2147] lr: 9.601e-03, eta: 1 day, 11:45:44, time: 1.733, data_time: 0.005, memory: 16628, top1_acc: 0.5888, top5_acc: 0.7920, loss_cls: 1.7686, loss: 1.7686, grad_norm: 4.5080 2021-01-28 11:25:21,583 - mmaction - INFO - Epoch [221][940/2147] lr: 9.601e-03, eta: 1 day, 11:45:10, time: 1.578, data_time: 0.010, memory: 16628, top1_acc: 0.5875, top5_acc: 0.7906, loss_cls: 1.8042, loss: 1.8042, grad_norm: 4.6496 2021-01-28 11:25:51,429 - mmaction - INFO - Epoch [221][960/2147] lr: 9.601e-03, eta: 1 day, 11:44:36, time: 1.494, data_time: 0.011, memory: 16628, top1_acc: 0.5879, top5_acc: 0.8013, loss_cls: 1.7642, loss: 1.7642, grad_norm: 4.5770 2021-01-28 11:26:22,303 - mmaction - INFO - Epoch [221][980/2147] lr: 9.601e-03, eta: 1 day, 11:44:02, time: 1.543, data_time: 0.003, memory: 16628, top1_acc: 0.5830, top5_acc: 0.8071, loss_cls: 1.7256, loss: 1.7256, grad_norm: 4.7599 2021-01-28 11:27:02,836 - mmaction - INFO - Epoch [221][1000/2147] lr: 9.601e-03, eta: 1 day, 11:43:29, time: 2.024, data_time: 0.003, memory: 16628, top1_acc: 0.5946, top5_acc: 0.7915, loss_cls: 1.7782, loss: 1.7782, grad_norm: 4.7619 2021-01-28 11:27:36,790 - mmaction - INFO - Epoch [221][1020/2147] lr: 9.601e-03, eta: 1 day, 11:42:55, time: 1.697, data_time: 0.007, memory: 16628, top1_acc: 0.5804, top5_acc: 0.8054, loss_cls: 1.7361, loss: 1.7361, grad_norm: 4.6623 2021-01-28 11:28:12,890 - mmaction - INFO - Epoch [221][1040/2147] lr: 9.601e-03, eta: 1 day, 11:42:22, time: 1.810, data_time: 0.012, memory: 16628, top1_acc: 0.6040, top5_acc: 0.8134, loss_cls: 1.6773, loss: 1.6773, grad_norm: 4.6116 2021-01-28 11:28:43,993 - mmaction - INFO - Epoch [221][1060/2147] lr: 9.601e-03, eta: 1 day, 11:41:48, time: 1.554, data_time: 0.007, memory: 16628, top1_acc: 0.5929, top5_acc: 0.7942, loss_cls: 1.7536, loss: 1.7536, grad_norm: 4.6325 2021-01-28 11:29:13,107 - mmaction - INFO - Epoch [221][1080/2147] lr: 9.601e-03, eta: 1 day, 11:41:13, time: 1.454, data_time: 0.002, memory: 16628, top1_acc: 0.5875, top5_acc: 0.7969, loss_cls: 1.7791, loss: 1.7791, grad_norm: 4.7190 2021-01-28 11:29:45,810 - mmaction - INFO - Epoch [221][1100/2147] lr: 9.601e-03, eta: 1 day, 11:40:40, time: 1.635, data_time: 0.007, memory: 16628, top1_acc: 0.5987, top5_acc: 0.7933, loss_cls: 1.7363, loss: 1.7363, grad_norm: 4.5844 2021-01-28 11:30:17,416 - mmaction - INFO - Epoch [221][1120/2147] lr: 9.601e-03, eta: 1 day, 11:40:05, time: 1.583, data_time: 0.007, memory: 16628, top1_acc: 0.5911, top5_acc: 0.7955, loss_cls: 1.7837, loss: 1.7837, grad_norm: 4.5513 2021-01-28 11:30:49,109 - mmaction - INFO - Epoch [221][1140/2147] lr: 9.601e-03, eta: 1 day, 11:39:31, time: 1.585, data_time: 0.002, memory: 16628, top1_acc: 0.5763, top5_acc: 0.7946, loss_cls: 1.7531, loss: 1.7531, grad_norm: 4.7093 2021-01-28 11:31:18,720 - mmaction - INFO - Epoch [221][1160/2147] lr: 9.601e-03, eta: 1 day, 11:38:57, time: 1.474, data_time: 0.002, memory: 16628, top1_acc: 0.5835, top5_acc: 0.8085, loss_cls: 1.7227, loss: 1.7227, grad_norm: 4.5959 2021-01-28 11:31:59,015 - mmaction - INFO - Epoch [221][1180/2147] lr: 9.601e-03, eta: 1 day, 11:38:24, time: 2.020, data_time: 0.015, memory: 16628, top1_acc: 0.5853, top5_acc: 0.8116, loss_cls: 1.7246, loss: 1.7246, grad_norm: 4.7658 2021-01-28 11:32:31,028 - mmaction - INFO - Epoch [221][1200/2147] lr: 9.601e-03, eta: 1 day, 11:37:50, time: 1.589, data_time: 0.006, memory: 16628, top1_acc: 0.5754, top5_acc: 0.7978, loss_cls: 1.7922, loss: 1.7922, grad_norm: 4.7736 2021-01-28 11:33:00,132 - mmaction - INFO - Epoch [221][1220/2147] lr: 9.601e-03, eta: 1 day, 11:37:16, time: 1.466, data_time: 0.018, memory: 16628, top1_acc: 0.5929, top5_acc: 0.8009, loss_cls: 1.7553, loss: 1.7553, grad_norm: 4.6435 2021-01-28 11:33:28,567 - mmaction - INFO - Epoch [221][1240/2147] lr: 9.601e-03, eta: 1 day, 11:36:41, time: 1.425, data_time: 0.004, memory: 16628, top1_acc: 0.5853, top5_acc: 0.8009, loss_cls: 1.7543, loss: 1.7543, grad_norm: 4.6764 2021-01-28 11:34:00,617 - mmaction - INFO - Epoch [221][1260/2147] lr: 9.601e-03, eta: 1 day, 11:36:07, time: 1.603, data_time: 0.002, memory: 16628, top1_acc: 0.5862, top5_acc: 0.7915, loss_cls: 1.8081, loss: 1.8081, grad_norm: 4.7092 2021-01-28 11:34:29,316 - mmaction - INFO - Epoch [221][1280/2147] lr: 9.601e-03, eta: 1 day, 11:35:33, time: 1.433, data_time: 0.003, memory: 16628, top1_acc: 0.5915, top5_acc: 0.8009, loss_cls: 1.7902, loss: 1.7902, grad_norm: 4.7025 2021-01-28 11:35:00,134 - mmaction - INFO - Epoch [221][1300/2147] lr: 9.601e-03, eta: 1 day, 11:34:59, time: 1.538, data_time: 0.003, memory: 16628, top1_acc: 0.5853, top5_acc: 0.7996, loss_cls: 1.7411, loss: 1.7411, grad_norm: 4.5934 2021-01-28 11:35:30,190 - mmaction - INFO - Epoch [221][1320/2147] lr: 9.601e-03, eta: 1 day, 11:34:24, time: 1.501, data_time: 0.007, memory: 16628, top1_acc: 0.5687, top5_acc: 0.7991, loss_cls: 1.7957, loss: 1.7957, grad_norm: 4.7738 2021-01-28 11:36:00,487 - mmaction - INFO - Epoch [221][1340/2147] lr: 9.601e-03, eta: 1 day, 11:33:50, time: 1.516, data_time: 0.010, memory: 16628, top1_acc: 0.5942, top5_acc: 0.8071, loss_cls: 1.6972, loss: 1.6972, grad_norm: 4.6766 2021-01-28 11:36:36,361 - mmaction - INFO - Epoch [221][1360/2147] lr: 9.601e-03, eta: 1 day, 11:33:17, time: 1.798, data_time: 0.008, memory: 16628, top1_acc: 0.5732, top5_acc: 0.7951, loss_cls: 1.7986, loss: 1.7986, grad_norm: 4.7230 2021-01-28 11:37:15,772 - mmaction - INFO - Epoch [221][1380/2147] lr: 9.601e-03, eta: 1 day, 11:32:44, time: 1.967, data_time: 0.002, memory: 16628, top1_acc: 0.5804, top5_acc: 0.7978, loss_cls: 1.7783, loss: 1.7783, grad_norm: 4.6871 2021-01-28 11:37:49,209 - mmaction - INFO - Epoch [221][1400/2147] lr: 9.601e-03, eta: 1 day, 11:32:10, time: 1.674, data_time: 0.007, memory: 16628, top1_acc: 0.6098, top5_acc: 0.8156, loss_cls: 1.6625, loss: 1.6625, grad_norm: 4.5005 2021-01-28 11:38:20,896 - mmaction - INFO - Epoch [221][1420/2147] lr: 9.601e-03, eta: 1 day, 11:31:36, time: 1.584, data_time: 0.003, memory: 16628, top1_acc: 0.5942, top5_acc: 0.8054, loss_cls: 1.7010, loss: 1.7010, grad_norm: 4.6259 2021-01-28 11:38:50,611 - mmaction - INFO - Epoch [221][1440/2147] lr: 9.601e-03, eta: 1 day, 11:31:02, time: 1.484, data_time: 0.005, memory: 16628, top1_acc: 0.5937, top5_acc: 0.8031, loss_cls: 1.7577, loss: 1.7577, grad_norm: 4.5948 2021-01-28 11:39:21,078 - mmaction - INFO - Epoch [221][1460/2147] lr: 9.601e-03, eta: 1 day, 11:30:28, time: 1.513, data_time: 0.004, memory: 16628, top1_acc: 0.6098, top5_acc: 0.8094, loss_cls: 1.6671, loss: 1.6671, grad_norm: 4.5261 2021-01-28 11:39:57,905 - mmaction - INFO - Epoch [221][1480/2147] lr: 9.601e-03, eta: 1 day, 11:29:54, time: 1.855, data_time: 0.016, memory: 16628, top1_acc: 0.5884, top5_acc: 0.7973, loss_cls: 1.7403, loss: 1.7403, grad_norm: 4.6498 2021-01-28 11:40:28,814 - mmaction - INFO - Epoch [221][1500/2147] lr: 9.601e-03, eta: 1 day, 11:29:20, time: 1.541, data_time: 0.003, memory: 16628, top1_acc: 0.5915, top5_acc: 0.8058, loss_cls: 1.6981, loss: 1.6981, grad_norm: 4.5787 2021-01-28 11:40:58,038 - mmaction - INFO - Epoch [221][1520/2147] lr: 9.601e-03, eta: 1 day, 11:28:46, time: 1.465, data_time: 0.010, memory: 16628, top1_acc: 0.5799, top5_acc: 0.7902, loss_cls: 1.7923, loss: 1.7923, grad_norm: 4.7267 2021-01-28 11:41:26,574 - mmaction - INFO - Epoch [221][1540/2147] lr: 9.601e-03, eta: 1 day, 11:28:11, time: 1.425, data_time: 0.003, memory: 16628, top1_acc: 0.5848, top5_acc: 0.7929, loss_cls: 1.8108, loss: 1.8108, grad_norm: 4.5854 2021-01-28 11:42:15,912 - mmaction - INFO - Epoch [221][1560/2147] lr: 9.601e-03, eta: 1 day, 11:27:40, time: 2.467, data_time: 0.098, memory: 16628, top1_acc: 0.5862, top5_acc: 0.8062, loss_cls: 1.7280, loss: 1.7280, grad_norm: 4.7011 2021-01-28 11:42:45,747 - mmaction - INFO - Epoch [221][1580/2147] lr: 9.601e-03, eta: 1 day, 11:27:06, time: 1.494, data_time: 0.009, memory: 16628, top1_acc: 0.5808, top5_acc: 0.8004, loss_cls: 1.7366, loss: 1.7366, grad_norm: 4.6589 2021-01-28 11:43:14,614 - mmaction - INFO - Epoch [221][1600/2147] lr: 9.601e-03, eta: 1 day, 11:26:31, time: 1.445, data_time: 0.005, memory: 16628, top1_acc: 0.5982, top5_acc: 0.8058, loss_cls: 1.7009, loss: 1.7009, grad_norm: 4.6895 2021-01-28 11:43:43,275 - mmaction - INFO - Epoch [221][1620/2147] lr: 9.601e-03, eta: 1 day, 11:25:57, time: 1.433, data_time: 0.002, memory: 16628, top1_acc: 0.5786, top5_acc: 0.7978, loss_cls: 1.8058, loss: 1.8058, grad_norm: 4.9178 2021-01-28 11:44:15,740 - mmaction - INFO - Epoch [221][1640/2147] lr: 9.601e-03, eta: 1 day, 11:25:23, time: 1.622, data_time: 0.003, memory: 16628, top1_acc: 0.5915, top5_acc: 0.7866, loss_cls: 1.7680, loss: 1.7680, grad_norm: 4.6780 2021-01-28 11:44:44,788 - mmaction - INFO - Epoch [221][1660/2147] lr: 9.601e-03, eta: 1 day, 11:24:48, time: 1.453, data_time: 0.005, memory: 16628, top1_acc: 0.5964, top5_acc: 0.8027, loss_cls: 1.6693, loss: 1.6693, grad_norm: 4.5711 2021-01-28 11:45:16,773 - mmaction - INFO - Epoch [221][1680/2147] lr: 9.601e-03, eta: 1 day, 11:24:14, time: 1.597, data_time: 0.009, memory: 16628, top1_acc: 0.5826, top5_acc: 0.8040, loss_cls: 1.7706, loss: 1.7706, grad_norm: 4.6617 2021-01-28 11:45:47,856 - mmaction - INFO - Epoch [221][1700/2147] lr: 9.601e-03, eta: 1 day, 11:23:40, time: 1.558, data_time: 0.008, memory: 16628, top1_acc: 0.5781, top5_acc: 0.7915, loss_cls: 1.7680, loss: 1.7680, grad_norm: 4.6693 2021-01-28 11:46:17,064 - mmaction - INFO - Epoch [221][1720/2147] lr: 9.601e-03, eta: 1 day, 11:23:06, time: 1.456, data_time: 0.004, memory: 16628, top1_acc: 0.5813, top5_acc: 0.7987, loss_cls: 1.7497, loss: 1.7497, grad_norm: 4.7400 2021-01-28 11:46:49,153 - mmaction - INFO - Epoch [221][1740/2147] lr: 9.601e-03, eta: 1 day, 11:22:32, time: 1.605, data_time: 0.011, memory: 16628, top1_acc: 0.5844, top5_acc: 0.8094, loss_cls: 1.6993, loss: 1.6993, grad_norm: 4.6058 2021-01-28 11:47:20,028 - mmaction - INFO - Epoch [221][1760/2147] lr: 9.601e-03, eta: 1 day, 11:21:58, time: 1.541, data_time: 0.010, memory: 16628, top1_acc: 0.5911, top5_acc: 0.8112, loss_cls: 1.6936, loss: 1.6936, grad_norm: 4.6121 2021-01-28 11:47:49,511 - mmaction - INFO - Epoch [221][1780/2147] lr: 9.601e-03, eta: 1 day, 11:21:23, time: 1.480, data_time: 0.011, memory: 16628, top1_acc: 0.5830, top5_acc: 0.8049, loss_cls: 1.7569, loss: 1.7569, grad_norm: 4.6926 2021-01-28 11:48:20,331 - mmaction - INFO - Epoch [221][1800/2147] lr: 9.601e-03, eta: 1 day, 11:20:49, time: 1.538, data_time: 0.014, memory: 16628, top1_acc: 0.5821, top5_acc: 0.7964, loss_cls: 1.7744, loss: 1.7744, grad_norm: 4.6853 2021-01-28 11:48:51,362 - mmaction - INFO - Epoch [221][1820/2147] lr: 9.601e-03, eta: 1 day, 11:20:15, time: 1.550, data_time: 0.008, memory: 16628, top1_acc: 0.6259, top5_acc: 0.8147, loss_cls: 1.6575, loss: 1.6575, grad_norm: 4.4634 2021-01-28 11:49:19,718 - mmaction - INFO - Epoch [221][1840/2147] lr: 9.601e-03, eta: 1 day, 11:19:40, time: 1.422, data_time: 0.008, memory: 16628, top1_acc: 0.5955, top5_acc: 0.7946, loss_cls: 1.7399, loss: 1.7399, grad_norm: 4.6420 2021-01-28 11:49:48,831 - mmaction - INFO - Epoch [221][1860/2147] lr: 9.601e-03, eta: 1 day, 11:19:06, time: 1.454, data_time: 0.003, memory: 16628, top1_acc: 0.5795, top5_acc: 0.7955, loss_cls: 1.8140, loss: 1.8140, grad_norm: 4.7632 2021-01-28 11:50:19,221 - mmaction - INFO - Epoch [221][1880/2147] lr: 9.601e-03, eta: 1 day, 11:18:32, time: 1.521, data_time: 0.006, memory: 16628, top1_acc: 0.5897, top5_acc: 0.7937, loss_cls: 1.7486, loss: 1.7486, grad_norm: 4.6042 2021-01-28 11:50:49,622 - mmaction - INFO - Epoch [221][1900/2147] lr: 9.601e-03, eta: 1 day, 11:17:57, time: 1.519, data_time: 0.002, memory: 16628, top1_acc: 0.5911, top5_acc: 0.7875, loss_cls: 1.7958, loss: 1.7958, grad_norm: 4.6508 2021-01-28 11:51:18,575 - mmaction - INFO - Epoch [221][1920/2147] lr: 9.601e-03, eta: 1 day, 11:17:23, time: 1.448, data_time: 0.006, memory: 16628, top1_acc: 0.5821, top5_acc: 0.7879, loss_cls: 1.7671, loss: 1.7671, grad_norm: 4.6175 2021-01-28 11:51:50,839 - mmaction - INFO - Epoch [221][1940/2147] lr: 9.601e-03, eta: 1 day, 11:16:49, time: 1.614, data_time: 0.004, memory: 16628, top1_acc: 0.5875, top5_acc: 0.7920, loss_cls: 1.7682, loss: 1.7682, grad_norm: 4.5899 2021-01-28 11:52:19,501 - mmaction - INFO - Epoch [221][1960/2147] lr: 9.601e-03, eta: 1 day, 11:16:15, time: 1.431, data_time: 0.004, memory: 16628, top1_acc: 0.5821, top5_acc: 0.8004, loss_cls: 1.7733, loss: 1.7733, grad_norm: 4.5920 2021-01-28 11:52:49,985 - mmaction - INFO - Epoch [221][1980/2147] lr: 9.601e-03, eta: 1 day, 11:15:40, time: 1.526, data_time: 0.004, memory: 16628, top1_acc: 0.5964, top5_acc: 0.8000, loss_cls: 1.7389, loss: 1.7389, grad_norm: 4.4831 2021-01-28 11:53:18,621 - mmaction - INFO - Epoch [221][2000/2147] lr: 9.601e-03, eta: 1 day, 11:15:06, time: 1.431, data_time: 0.003, memory: 16628, top1_acc: 0.5875, top5_acc: 0.7991, loss_cls: 1.7666, loss: 1.7666, grad_norm: 4.6093 2021-01-28 11:53:47,925 - mmaction - INFO - Epoch [221][2020/2147] lr: 9.601e-03, eta: 1 day, 11:14:31, time: 1.466, data_time: 0.003, memory: 16628, top1_acc: 0.5754, top5_acc: 0.8013, loss_cls: 1.7523, loss: 1.7523, grad_norm: 4.7645 2021-01-28 11:54:18,399 - mmaction - INFO - Epoch [221][2040/2147] lr: 9.601e-03, eta: 1 day, 11:13:57, time: 1.520, data_time: 0.002, memory: 16628, top1_acc: 0.5973, top5_acc: 0.7982, loss_cls: 1.7214, loss: 1.7214, grad_norm: 4.7039 2021-01-28 11:54:49,710 - mmaction - INFO - Epoch [221][2060/2147] lr: 9.601e-03, eta: 1 day, 11:13:23, time: 1.567, data_time: 0.006, memory: 16628, top1_acc: 0.5844, top5_acc: 0.7991, loss_cls: 1.7463, loss: 1.7463, grad_norm: 4.6742 2021-01-28 11:55:22,415 - mmaction - INFO - Epoch [221][2080/2147] lr: 9.601e-03, eta: 1 day, 11:12:49, time: 1.633, data_time: 0.006, memory: 16628, top1_acc: 0.6058, top5_acc: 0.7982, loss_cls: 1.7300, loss: 1.7300, grad_norm: 4.7232 2021-01-28 11:55:52,408 - mmaction - INFO - Epoch [221][2100/2147] lr: 9.601e-03, eta: 1 day, 11:12:15, time: 1.504, data_time: 0.006, memory: 16628, top1_acc: 0.5982, top5_acc: 0.8107, loss_cls: 1.7141, loss: 1.7141, grad_norm: 4.8083 2021-01-28 11:56:21,231 - mmaction - INFO - Epoch [221][2120/2147] lr: 9.601e-03, eta: 1 day, 11:11:40, time: 1.441, data_time: 0.003, memory: 16628, top1_acc: 0.5978, top5_acc: 0.8031, loss_cls: 1.7035, loss: 1.7035, grad_norm: 4.5222 2021-01-28 11:56:53,880 - mmaction - INFO - Epoch [221][2140/2147] lr: 9.601e-03, eta: 1 day, 11:11:07, time: 1.634, data_time: 0.003, memory: 16628, top1_acc: 0.5643, top5_acc: 0.7853, loss_cls: 1.8556, loss: 1.8556, grad_norm: 4.8040 2021-01-28 12:02:41,796 - mmaction - INFO - Epoch [222][20/2147] lr: 9.083e-03, eta: 1 day, 11:11:05, time: 16.076, data_time: 14.450, memory: 16628, top1_acc: 0.5915, top5_acc: 0.7969, loss_cls: 1.7525, loss: 1.7525, grad_norm: 4.6852 2021-01-28 12:03:10,296 - mmaction - INFO - Epoch [222][40/2147] lr: 9.083e-03, eta: 1 day, 11:10:30, time: 1.429, data_time: 0.008, memory: 16628, top1_acc: 0.5987, top5_acc: 0.8080, loss_cls: 1.7055, loss: 1.7055, grad_norm: 4.6066 2021-01-28 12:03:38,886 - mmaction - INFO - Epoch [222][60/2147] lr: 9.083e-03, eta: 1 day, 11:09:56, time: 1.428, data_time: 0.004, memory: 16628, top1_acc: 0.5955, top5_acc: 0.8058, loss_cls: 1.7008, loss: 1.7008, grad_norm: 4.5657 2021-01-28 12:04:07,826 - mmaction - INFO - Epoch [222][80/2147] lr: 9.083e-03, eta: 1 day, 11:09:21, time: 1.449, data_time: 0.011, memory: 16628, top1_acc: 0.5946, top5_acc: 0.8107, loss_cls: 1.6819, loss: 1.6819, grad_norm: 4.5815 2021-01-28 12:04:36,456 - mmaction - INFO - Epoch [222][100/2147] lr: 9.083e-03, eta: 1 day, 11:08:47, time: 1.431, data_time: 0.004, memory: 16628, top1_acc: 0.5839, top5_acc: 0.7929, loss_cls: 1.7752, loss: 1.7752, grad_norm: 4.6694 2021-01-28 12:05:08,018 - mmaction - INFO - Epoch [222][120/2147] lr: 9.083e-03, eta: 1 day, 11:08:13, time: 1.578, data_time: 0.003, memory: 16628, top1_acc: 0.5871, top5_acc: 0.8067, loss_cls: 1.7184, loss: 1.7184, grad_norm: 4.5654 2021-01-28 12:05:36,887 - mmaction - INFO - Epoch [222][140/2147] lr: 9.083e-03, eta: 1 day, 11:07:38, time: 1.443, data_time: 0.002, memory: 16628, top1_acc: 0.5808, top5_acc: 0.7964, loss_cls: 1.7531, loss: 1.7531, grad_norm: 4.7216 2021-01-28 12:06:07,787 - mmaction - INFO - Epoch [222][160/2147] lr: 9.083e-03, eta: 1 day, 11:07:04, time: 1.543, data_time: 0.007, memory: 16628, top1_acc: 0.6188, top5_acc: 0.8192, loss_cls: 1.6288, loss: 1.6288, grad_norm: 4.5328 2021-01-28 12:06:38,418 - mmaction - INFO - Epoch [222][180/2147] lr: 9.083e-03, eta: 1 day, 11:06:30, time: 1.533, data_time: 0.009, memory: 16628, top1_acc: 0.5857, top5_acc: 0.8045, loss_cls: 1.7199, loss: 1.7199, grad_norm: 4.6268 2021-01-28 12:07:08,694 - mmaction - INFO - Epoch [222][200/2147] lr: 9.083e-03, eta: 1 day, 11:05:55, time: 1.515, data_time: 0.049, memory: 16628, top1_acc: 0.5920, top5_acc: 0.8045, loss_cls: 1.7294, loss: 1.7294, grad_norm: 4.6319 2021-01-28 12:07:38,995 - mmaction - INFO - Epoch [222][220/2147] lr: 9.083e-03, eta: 1 day, 11:05:21, time: 1.513, data_time: 0.003, memory: 16628, top1_acc: 0.6187, top5_acc: 0.8174, loss_cls: 1.5983, loss: 1.5983, grad_norm: 4.6278 2021-01-28 12:08:10,926 - mmaction - INFO - Epoch [222][240/2147] lr: 9.083e-03, eta: 1 day, 11:04:47, time: 1.598, data_time: 0.005, memory: 16628, top1_acc: 0.5960, top5_acc: 0.7982, loss_cls: 1.7340, loss: 1.7340, grad_norm: 4.6972 2021-01-28 12:08:39,817 - mmaction - INFO - Epoch [222][260/2147] lr: 9.083e-03, eta: 1 day, 11:04:13, time: 1.444, data_time: 0.005, memory: 16628, top1_acc: 0.5857, top5_acc: 0.8018, loss_cls: 1.7413, loss: 1.7413, grad_norm: 4.7191 2021-01-28 12:09:10,690 - mmaction - INFO - Epoch [222][280/2147] lr: 9.083e-03, eta: 1 day, 11:03:39, time: 1.544, data_time: 0.005, memory: 16628, top1_acc: 0.5942, top5_acc: 0.8147, loss_cls: 1.7039, loss: 1.7039, grad_norm: 4.6887 2021-01-28 12:09:39,246 - mmaction - INFO - Epoch [222][300/2147] lr: 9.083e-03, eta: 1 day, 11:03:04, time: 1.428, data_time: 0.002, memory: 16628, top1_acc: 0.5844, top5_acc: 0.8013, loss_cls: 1.7417, loss: 1.7417, grad_norm: 4.7650 2021-01-28 12:10:07,597 - mmaction - INFO - Epoch [222][320/2147] lr: 9.083e-03, eta: 1 day, 11:02:29, time: 1.419, data_time: 0.003, memory: 16628, top1_acc: 0.5929, top5_acc: 0.8076, loss_cls: 1.7129, loss: 1.7129, grad_norm: 4.6431 2021-01-28 12:10:39,535 - mmaction - INFO - Epoch [222][340/2147] lr: 9.083e-03, eta: 1 day, 11:01:55, time: 1.595, data_time: 0.002, memory: 16628, top1_acc: 0.6085, top5_acc: 0.8085, loss_cls: 1.6831, loss: 1.6831, grad_norm: 4.6269 2021-01-28 12:11:08,458 - mmaction - INFO - Epoch [222][360/2147] lr: 9.083e-03, eta: 1 day, 11:01:21, time: 1.446, data_time: 0.004, memory: 16628, top1_acc: 0.5768, top5_acc: 0.7906, loss_cls: 1.7802, loss: 1.7802, grad_norm: 4.7879 2021-01-28 12:11:46,417 - mmaction - INFO - Epoch [222][380/2147] lr: 9.083e-03, eta: 1 day, 11:00:48, time: 1.879, data_time: 0.107, memory: 16628, top1_acc: 0.5710, top5_acc: 0.7799, loss_cls: 1.8279, loss: 1.8279, grad_norm: 4.7182 2021-01-28 12:12:23,767 - mmaction - INFO - Epoch [222][400/2147] lr: 9.083e-03, eta: 1 day, 11:00:15, time: 1.886, data_time: 0.022, memory: 16628, top1_acc: 0.6031, top5_acc: 0.8121, loss_cls: 1.7088, loss: 1.7088, grad_norm: 4.6846 2021-01-28 12:12:52,327 - mmaction - INFO - Epoch [222][420/2147] lr: 9.083e-03, eta: 1 day, 10:59:40, time: 1.426, data_time: 0.005, memory: 16628, top1_acc: 0.5808, top5_acc: 0.8085, loss_cls: 1.7621, loss: 1.7621, grad_norm: 4.7911 2021-01-28 12:13:24,720 - mmaction - INFO - Epoch [222][440/2147] lr: 9.083e-03, eta: 1 day, 10:59:06, time: 1.621, data_time: 0.084, memory: 16628, top1_acc: 0.6009, top5_acc: 0.8147, loss_cls: 1.6723, loss: 1.6723, grad_norm: 4.7421 2021-01-28 12:13:53,314 - mmaction - INFO - Epoch [222][460/2147] lr: 9.083e-03, eta: 1 day, 10:58:32, time: 1.431, data_time: 0.005, memory: 16628, top1_acc: 0.6018, top5_acc: 0.8063, loss_cls: 1.6768, loss: 1.6768, grad_norm: 4.6581 2021-01-28 12:14:24,546 - mmaction - INFO - Epoch [222][480/2147] lr: 9.083e-03, eta: 1 day, 10:57:58, time: 1.561, data_time: 0.006, memory: 16628, top1_acc: 0.5857, top5_acc: 0.7978, loss_cls: 1.7523, loss: 1.7523, grad_norm: 4.8301 2021-01-28 12:14:54,704 - mmaction - INFO - Epoch [222][500/2147] lr: 9.083e-03, eta: 1 day, 10:57:23, time: 1.511, data_time: 0.006, memory: 16628, top1_acc: 0.6121, top5_acc: 0.8152, loss_cls: 1.6758, loss: 1.6758, grad_norm: 4.6291 2021-01-28 12:15:22,878 - mmaction - INFO - Epoch [222][520/2147] lr: 9.083e-03, eta: 1 day, 10:56:49, time: 1.409, data_time: 0.003, memory: 16628, top1_acc: 0.5920, top5_acc: 0.7960, loss_cls: 1.7380, loss: 1.7380, grad_norm: 4.8258 2021-01-28 12:15:53,671 - mmaction - INFO - Epoch [222][540/2147] lr: 9.083e-03, eta: 1 day, 10:56:15, time: 1.529, data_time: 0.002, memory: 16628, top1_acc: 0.5960, top5_acc: 0.8058, loss_cls: 1.7114, loss: 1.7114, grad_norm: 4.7519 2021-01-28 12:16:25,359 - mmaction - INFO - Epoch [222][560/2147] lr: 9.083e-03, eta: 1 day, 10:55:41, time: 1.595, data_time: 0.013, memory: 16628, top1_acc: 0.5946, top5_acc: 0.7996, loss_cls: 1.7337, loss: 1.7337, grad_norm: 4.7383 2021-01-28 12:17:05,722 - mmaction - INFO - Epoch [222][580/2147] lr: 9.083e-03, eta: 1 day, 10:55:08, time: 2.016, data_time: 0.026, memory: 16628, top1_acc: 0.5759, top5_acc: 0.7920, loss_cls: 1.7691, loss: 1.7691, grad_norm: 4.7606 2021-01-28 12:17:34,199 - mmaction - INFO - Epoch [222][600/2147] lr: 9.083e-03, eta: 1 day, 10:54:33, time: 1.423, data_time: 0.005, memory: 16628, top1_acc: 0.6018, top5_acc: 0.8049, loss_cls: 1.7348, loss: 1.7348, grad_norm: 4.7465 2021-01-28 12:18:08,119 - mmaction - INFO - Epoch [222][620/2147] lr: 9.083e-03, eta: 1 day, 10:54:00, time: 1.700, data_time: 0.007, memory: 16628, top1_acc: 0.6027, top5_acc: 0.7978, loss_cls: 1.7324, loss: 1.7324, grad_norm: 4.7788 2021-01-28 12:18:37,637 - mmaction - INFO - Epoch [222][640/2147] lr: 9.083e-03, eta: 1 day, 10:53:25, time: 1.473, data_time: 0.006, memory: 16628, top1_acc: 0.6076, top5_acc: 0.8063, loss_cls: 1.6739, loss: 1.6739, grad_norm: 4.5696 2021-01-28 12:19:13,299 - mmaction - INFO - Epoch [222][660/2147] lr: 9.083e-03, eta: 1 day, 10:52:52, time: 1.785, data_time: 0.010, memory: 16628, top1_acc: 0.5951, top5_acc: 0.8058, loss_cls: 1.7152, loss: 1.7152, grad_norm: 4.6940 2021-01-28 12:19:42,047 - mmaction - INFO - Epoch [222][680/2147] lr: 9.083e-03, eta: 1 day, 10:52:17, time: 1.436, data_time: 0.005, memory: 16628, top1_acc: 0.5929, top5_acc: 0.8009, loss_cls: 1.6964, loss: 1.6964, grad_norm: 4.5507 2021-01-28 12:20:10,628 - mmaction - INFO - Epoch [222][700/2147] lr: 9.083e-03, eta: 1 day, 10:51:43, time: 1.431, data_time: 0.003, memory: 16628, top1_acc: 0.5973, top5_acc: 0.7946, loss_cls: 1.7316, loss: 1.7316, grad_norm: 4.6479 2021-01-28 12:20:42,437 - mmaction - INFO - Epoch [222][720/2147] lr: 9.083e-03, eta: 1 day, 10:51:09, time: 1.590, data_time: 0.005, memory: 16628, top1_acc: 0.6085, top5_acc: 0.8098, loss_cls: 1.6759, loss: 1.6759, grad_norm: 4.6964 2021-01-28 12:21:13,068 - mmaction - INFO - Epoch [222][740/2147] lr: 9.083e-03, eta: 1 day, 10:50:35, time: 1.532, data_time: 0.005, memory: 16628, top1_acc: 0.5942, top5_acc: 0.8138, loss_cls: 1.7185, loss: 1.7185, grad_norm: 4.7601 2021-01-28 12:21:47,148 - mmaction - INFO - Epoch [222][760/2147] lr: 9.083e-03, eta: 1 day, 10:50:01, time: 1.585, data_time: 0.003, memory: 16628, top1_acc: 0.5991, top5_acc: 0.8018, loss_cls: 1.7397, loss: 1.7397, grad_norm: 4.8379 2021-01-28 12:22:17,765 - mmaction - INFO - Epoch [222][780/2147] lr: 9.083e-03, eta: 1 day, 10:49:27, time: 1.651, data_time: 0.127, memory: 16628, top1_acc: 0.5839, top5_acc: 0.7951, loss_cls: 1.7511, loss: 1.7511, grad_norm: 4.7497 2021-01-28 12:22:46,556 - mmaction - INFO - Epoch [222][800/2147] lr: 9.083e-03, eta: 1 day, 10:48:52, time: 1.437, data_time: 0.002, memory: 16628, top1_acc: 0.5915, top5_acc: 0.8049, loss_cls: 1.7494, loss: 1.7494, grad_norm: 4.6786 2021-01-28 12:23:15,654 - mmaction - INFO - Epoch [222][820/2147] lr: 9.083e-03, eta: 1 day, 10:48:18, time: 1.455, data_time: 0.005, memory: 16628, top1_acc: 0.5897, top5_acc: 0.8009, loss_cls: 1.7191, loss: 1.7191, grad_norm: 4.7407 2021-01-28 12:23:46,806 - mmaction - INFO - Epoch [222][840/2147] lr: 9.083e-03, eta: 1 day, 10:47:44, time: 1.557, data_time: 0.003, memory: 16628, top1_acc: 0.5902, top5_acc: 0.7969, loss_cls: 1.7341, loss: 1.7341, grad_norm: 4.6301 2021-01-28 12:24:17,488 - mmaction - INFO - Epoch [222][860/2147] lr: 9.083e-03, eta: 1 day, 10:47:10, time: 1.533, data_time: 0.003, memory: 16628, top1_acc: 0.5978, top5_acc: 0.8147, loss_cls: 1.7062, loss: 1.7062, grad_norm: 4.7209 2021-01-28 12:24:46,640 - mmaction - INFO - Epoch [222][880/2147] lr: 9.083e-03, eta: 1 day, 10:46:35, time: 1.460, data_time: 0.005, memory: 16628, top1_acc: 0.6013, top5_acc: 0.8192, loss_cls: 1.6664, loss: 1.6664, grad_norm: 4.6963 2021-01-28 12:25:15,282 - mmaction - INFO - Epoch [222][900/2147] lr: 9.083e-03, eta: 1 day, 10:46:01, time: 1.432, data_time: 0.002, memory: 16628, top1_acc: 0.6080, top5_acc: 0.8031, loss_cls: 1.6637, loss: 1.6637, grad_norm: 4.6375 2021-01-28 12:25:43,751 - mmaction - INFO - Epoch [222][920/2147] lr: 9.083e-03, eta: 1 day, 10:45:26, time: 1.420, data_time: 0.002, memory: 16628, top1_acc: 0.5790, top5_acc: 0.7897, loss_cls: 1.7902, loss: 1.7902, grad_norm: 4.7625 2021-01-28 12:26:13,089 - mmaction - INFO - Epoch [222][940/2147] lr: 9.083e-03, eta: 1 day, 10:44:52, time: 1.467, data_time: 0.005, memory: 16628, top1_acc: 0.5987, top5_acc: 0.8040, loss_cls: 1.7215, loss: 1.7215, grad_norm: 4.6541 2021-01-28 12:26:54,800 - mmaction - INFO - Epoch [222][960/2147] lr: 9.083e-03, eta: 1 day, 10:44:19, time: 2.083, data_time: 0.010, memory: 16628, top1_acc: 0.5893, top5_acc: 0.8161, loss_cls: 1.6626, loss: 1.6626, grad_norm: 4.7411 2021-01-28 12:27:26,481 - mmaction - INFO - Epoch [222][980/2147] lr: 9.083e-03, eta: 1 day, 10:43:45, time: 1.589, data_time: 0.021, memory: 16628, top1_acc: 0.5960, top5_acc: 0.8103, loss_cls: 1.7183, loss: 1.7183, grad_norm: 4.7861 2021-01-28 12:27:55,270 - mmaction - INFO - Epoch [222][1000/2147] lr: 9.083e-03, eta: 1 day, 10:43:11, time: 1.440, data_time: 0.006, memory: 16628, top1_acc: 0.5906, top5_acc: 0.8076, loss_cls: 1.7224, loss: 1.7224, grad_norm: 4.7725 2021-01-28 12:28:26,056 - mmaction - INFO - Epoch [222][1020/2147] lr: 9.083e-03, eta: 1 day, 10:42:37, time: 1.537, data_time: 0.011, memory: 16628, top1_acc: 0.5826, top5_acc: 0.7946, loss_cls: 1.7706, loss: 1.7706, grad_norm: 4.7782 2021-01-28 12:28:55,563 - mmaction - INFO - Epoch [222][1040/2147] lr: 9.083e-03, eta: 1 day, 10:42:02, time: 1.476, data_time: 0.004, memory: 16628, top1_acc: 0.6223, top5_acc: 0.8156, loss_cls: 1.6317, loss: 1.6317, grad_norm: 4.6233 2021-01-28 12:29:24,979 - mmaction - INFO - Epoch [222][1060/2147] lr: 9.083e-03, eta: 1 day, 10:41:28, time: 1.471, data_time: 0.006, memory: 16628, top1_acc: 0.6009, top5_acc: 0.8129, loss_cls: 1.6723, loss: 1.6723, grad_norm: 4.7582 2021-01-28 12:29:57,848 - mmaction - INFO - Epoch [222][1080/2147] lr: 9.083e-03, eta: 1 day, 10:40:54, time: 1.642, data_time: 0.006, memory: 16628, top1_acc: 0.5839, top5_acc: 0.7996, loss_cls: 1.7520, loss: 1.7520, grad_norm: 4.6982 2021-01-28 12:30:30,780 - mmaction - INFO - Epoch [222][1100/2147] lr: 9.083e-03, eta: 1 day, 10:40:20, time: 1.647, data_time: 0.006, memory: 16628, top1_acc: 0.5848, top5_acc: 0.8080, loss_cls: 1.7447, loss: 1.7447, grad_norm: 4.8068 2021-01-28 12:31:01,626 - mmaction - INFO - Epoch [222][1120/2147] lr: 9.083e-03, eta: 1 day, 10:39:46, time: 1.546, data_time: 0.010, memory: 16628, top1_acc: 0.5938, top5_acc: 0.7937, loss_cls: 1.7478, loss: 1.7478, grad_norm: 4.7198 2021-01-28 12:31:34,755 - mmaction - INFO - Epoch [222][1140/2147] lr: 9.083e-03, eta: 1 day, 10:39:12, time: 1.657, data_time: 0.004, memory: 16628, top1_acc: 0.5915, top5_acc: 0.8116, loss_cls: 1.6952, loss: 1.6952, grad_norm: 4.7452 2021-01-28 12:32:07,468 - mmaction - INFO - Epoch [222][1160/2147] lr: 9.083e-03, eta: 1 day, 10:38:38, time: 1.636, data_time: 0.002, memory: 16628, top1_acc: 0.5808, top5_acc: 0.7826, loss_cls: 1.7927, loss: 1.7927, grad_norm: 4.7179 2021-01-28 12:32:35,998 - mmaction - INFO - Epoch [222][1180/2147] lr: 9.083e-03, eta: 1 day, 10:38:04, time: 1.427, data_time: 0.002, memory: 16628, top1_acc: 0.5906, top5_acc: 0.8076, loss_cls: 1.7117, loss: 1.7117, grad_norm: 4.6112 2021-01-28 12:33:15,137 - mmaction - INFO - Epoch [222][1200/2147] lr: 9.083e-03, eta: 1 day, 10:37:31, time: 1.946, data_time: 0.002, memory: 16628, top1_acc: 0.5804, top5_acc: 0.7960, loss_cls: 1.7940, loss: 1.7940, grad_norm: 4.7512 2021-01-28 12:33:44,077 - mmaction - INFO - Epoch [222][1220/2147] lr: 9.083e-03, eta: 1 day, 10:36:56, time: 1.455, data_time: 0.013, memory: 16628, top1_acc: 0.6054, top5_acc: 0.8152, loss_cls: 1.6390, loss: 1.6390, grad_norm: 4.6331 2021-01-28 12:34:14,475 - mmaction - INFO - Epoch [222][1240/2147] lr: 9.083e-03, eta: 1 day, 10:36:22, time: 1.520, data_time: 0.007, memory: 16628, top1_acc: 0.5647, top5_acc: 0.7857, loss_cls: 1.8339, loss: 1.8339, grad_norm: 4.7955 2021-01-28 12:34:43,218 - mmaction - INFO - Epoch [222][1260/2147] lr: 9.083e-03, eta: 1 day, 10:35:48, time: 1.439, data_time: 0.007, memory: 16628, top1_acc: 0.5911, top5_acc: 0.7964, loss_cls: 1.7427, loss: 1.7427, grad_norm: 4.6808 2021-01-28 12:35:12,053 - mmaction - INFO - Epoch [222][1280/2147] lr: 9.083e-03, eta: 1 day, 10:35:13, time: 1.440, data_time: 0.001, memory: 16628, top1_acc: 0.5888, top5_acc: 0.8004, loss_cls: 1.7483, loss: 1.7483, grad_norm: 4.7600 2021-01-28 12:35:40,858 - mmaction - INFO - Epoch [222][1300/2147] lr: 9.083e-03, eta: 1 day, 10:34:39, time: 1.440, data_time: 0.010, memory: 16628, top1_acc: 0.5862, top5_acc: 0.7875, loss_cls: 1.7654, loss: 1.7654, grad_norm: 4.7167 2021-01-28 12:36:09,802 - mmaction - INFO - Epoch [222][1320/2147] lr: 9.083e-03, eta: 1 day, 10:34:04, time: 1.447, data_time: 0.005, memory: 16628, top1_acc: 0.5862, top5_acc: 0.7911, loss_cls: 1.7531, loss: 1.7531, grad_norm: 4.6801 2021-01-28 12:36:47,550 - mmaction - INFO - Epoch [222][1340/2147] lr: 9.083e-03, eta: 1 day, 10:33:31, time: 1.884, data_time: 0.007, memory: 16628, top1_acc: 0.6107, top5_acc: 0.8094, loss_cls: 1.6838, loss: 1.6838, grad_norm: 4.6053 2021-01-28 12:37:17,874 - mmaction - INFO - Epoch [222][1360/2147] lr: 9.083e-03, eta: 1 day, 10:32:57, time: 1.520, data_time: 0.012, memory: 16628, top1_acc: 0.6062, top5_acc: 0.8054, loss_cls: 1.7025, loss: 1.7025, grad_norm: 4.5590 2021-01-28 12:37:46,688 - mmaction - INFO - Epoch [222][1380/2147] lr: 9.083e-03, eta: 1 day, 10:32:23, time: 1.442, data_time: 0.006, memory: 16628, top1_acc: 0.6022, top5_acc: 0.8223, loss_cls: 1.6943, loss: 1.6943, grad_norm: 4.6429 2021-01-28 12:38:15,363 - mmaction - INFO - Epoch [222][1400/2147] lr: 9.083e-03, eta: 1 day, 10:31:48, time: 1.432, data_time: 0.009, memory: 16628, top1_acc: 0.5853, top5_acc: 0.7996, loss_cls: 1.7335, loss: 1.7335, grad_norm: 4.7718 2021-01-28 12:38:49,816 - mmaction - INFO - Epoch [222][1420/2147] lr: 9.083e-03, eta: 1 day, 10:31:14, time: 1.725, data_time: 0.004, memory: 16628, top1_acc: 0.5862, top5_acc: 0.8004, loss_cls: 1.7519, loss: 1.7519, grad_norm: 4.8538 2021-01-28 12:39:18,832 - mmaction - INFO - Epoch [222][1440/2147] lr: 9.083e-03, eta: 1 day, 10:30:40, time: 1.449, data_time: 0.003, memory: 16628, top1_acc: 0.5893, top5_acc: 0.8089, loss_cls: 1.7531, loss: 1.7531, grad_norm: 4.8574 2021-01-28 12:39:50,996 - mmaction - INFO - Epoch [222][1460/2147] lr: 9.083e-03, eta: 1 day, 10:30:06, time: 1.608, data_time: 0.006, memory: 16628, top1_acc: 0.5920, top5_acc: 0.8067, loss_cls: 1.7022, loss: 1.7022, grad_norm: 4.6917 2021-01-28 12:40:20,448 - mmaction - INFO - Epoch [222][1480/2147] lr: 9.083e-03, eta: 1 day, 10:29:32, time: 1.473, data_time: 0.004, memory: 16628, top1_acc: 0.5906, top5_acc: 0.8013, loss_cls: 1.7220, loss: 1.7220, grad_norm: 4.7628 2021-01-28 12:40:50,435 - mmaction - INFO - Epoch [222][1500/2147] lr: 9.083e-03, eta: 1 day, 10:28:57, time: 1.501, data_time: 0.003, memory: 16628, top1_acc: 0.5902, top5_acc: 0.8129, loss_cls: 1.7127, loss: 1.7127, grad_norm: 4.8644 2021-01-28 12:41:22,436 - mmaction - INFO - Epoch [222][1520/2147] lr: 9.083e-03, eta: 1 day, 10:28:23, time: 1.597, data_time: 0.001, memory: 16628, top1_acc: 0.5866, top5_acc: 0.8054, loss_cls: 1.7211, loss: 1.7211, grad_norm: 4.8568 2021-01-28 12:42:06,619 - mmaction - INFO - Epoch [222][1540/2147] lr: 9.083e-03, eta: 1 day, 10:27:51, time: 2.209, data_time: 0.013, memory: 16628, top1_acc: 0.5911, top5_acc: 0.7964, loss_cls: 1.7430, loss: 1.7430, grad_norm: 4.7262 2021-01-28 12:42:38,261 - mmaction - INFO - Epoch [222][1560/2147] lr: 9.083e-03, eta: 1 day, 10:27:17, time: 1.583, data_time: 0.014, memory: 16628, top1_acc: 0.5924, top5_acc: 0.7991, loss_cls: 1.7539, loss: 1.7539, grad_norm: 4.6869 2021-01-28 12:43:12,042 - mmaction - INFO - Epoch [222][1580/2147] lr: 9.083e-03, eta: 1 day, 10:26:44, time: 1.689, data_time: 0.006, memory: 16628, top1_acc: 0.6161, top5_acc: 0.8179, loss_cls: 1.6243, loss: 1.6243, grad_norm: 4.5791 2021-01-28 12:43:43,217 - mmaction - INFO - Epoch [222][1600/2147] lr: 9.083e-03, eta: 1 day, 10:26:09, time: 1.561, data_time: 0.007, memory: 16628, top1_acc: 0.5799, top5_acc: 0.7938, loss_cls: 1.7809, loss: 1.7809, grad_norm: 4.8651 2021-01-28 12:44:14,947 - mmaction - INFO - Epoch [222][1620/2147] lr: 9.083e-03, eta: 1 day, 10:25:35, time: 1.585, data_time: 0.006, memory: 16628, top1_acc: 0.5996, top5_acc: 0.8018, loss_cls: 1.7143, loss: 1.7143, grad_norm: 4.6187 2021-01-28 12:44:49,845 - mmaction - INFO - Epoch [222][1640/2147] lr: 9.083e-03, eta: 1 day, 10:25:02, time: 1.736, data_time: 0.003, memory: 16628, top1_acc: 0.5951, top5_acc: 0.8054, loss_cls: 1.7319, loss: 1.7319, grad_norm: 4.7257 2021-01-28 12:45:19,582 - mmaction - INFO - Epoch [222][1660/2147] lr: 9.083e-03, eta: 1 day, 10:24:28, time: 1.498, data_time: 0.014, memory: 16628, top1_acc: 0.6022, top5_acc: 0.8138, loss_cls: 1.7082, loss: 1.7082, grad_norm: 4.7773 2021-01-28 12:45:51,570 - mmaction - INFO - Epoch [222][1680/2147] lr: 9.083e-03, eta: 1 day, 10:23:54, time: 1.597, data_time: 0.003, memory: 16628, top1_acc: 0.5946, top5_acc: 0.8036, loss_cls: 1.7266, loss: 1.7266, grad_norm: 4.6895 2021-01-28 12:46:21,507 - mmaction - INFO - Epoch [222][1700/2147] lr: 9.083e-03, eta: 1 day, 10:23:19, time: 1.500, data_time: 0.008, memory: 16628, top1_acc: 0.5857, top5_acc: 0.7969, loss_cls: 1.7750, loss: 1.7750, grad_norm: 4.7681 2021-01-28 12:47:06,874 - mmaction - INFO - Epoch [222][1720/2147] lr: 9.083e-03, eta: 1 day, 10:22:47, time: 2.265, data_time: 0.004, memory: 16628, top1_acc: 0.5960, top5_acc: 0.8080, loss_cls: 1.7089, loss: 1.7089, grad_norm: 4.7643 2021-01-28 12:47:40,126 - mmaction - INFO - Epoch [222][1740/2147] lr: 9.083e-03, eta: 1 day, 10:22:14, time: 1.663, data_time: 0.009, memory: 16628, top1_acc: 0.5893, top5_acc: 0.7942, loss_cls: 1.7565, loss: 1.7565, grad_norm: 4.6491 2021-01-28 12:48:11,727 - mmaction - INFO - Epoch [222][1760/2147] lr: 9.083e-03, eta: 1 day, 10:21:40, time: 1.582, data_time: 0.008, memory: 16628, top1_acc: 0.5955, top5_acc: 0.8022, loss_cls: 1.7183, loss: 1.7183, grad_norm: 4.7136 2021-01-28 12:48:41,370 - mmaction - INFO - Epoch [222][1780/2147] lr: 9.083e-03, eta: 1 day, 10:21:05, time: 1.482, data_time: 0.004, memory: 16628, top1_acc: 0.5848, top5_acc: 0.7946, loss_cls: 1.7547, loss: 1.7547, grad_norm: 4.8113 2021-01-28 12:49:10,062 - mmaction - INFO - Epoch [222][1800/2147] lr: 9.083e-03, eta: 1 day, 10:20:31, time: 1.435, data_time: 0.002, memory: 16628, top1_acc: 0.6138, top5_acc: 0.8089, loss_cls: 1.6722, loss: 1.6722, grad_norm: 4.6254 2021-01-28 12:49:40,585 - mmaction - INFO - Epoch [222][1820/2147] lr: 9.083e-03, eta: 1 day, 10:19:57, time: 1.526, data_time: 0.004, memory: 16628, top1_acc: 0.6085, top5_acc: 0.8121, loss_cls: 1.6888, loss: 1.6888, grad_norm: 4.5463 2021-01-28 12:50:09,421 - mmaction - INFO - Epoch [222][1840/2147] lr: 9.083e-03, eta: 1 day, 10:19:22, time: 1.443, data_time: 0.001, memory: 16628, top1_acc: 0.5853, top5_acc: 0.8040, loss_cls: 1.7394, loss: 1.7394, grad_norm: 4.6847 2021-01-28 12:50:39,313 - mmaction - INFO - Epoch [222][1860/2147] lr: 9.083e-03, eta: 1 day, 10:18:48, time: 1.492, data_time: 0.005, memory: 16628, top1_acc: 0.5741, top5_acc: 0.7879, loss_cls: 1.8262, loss: 1.8262, grad_norm: 4.8309 2021-01-28 12:51:08,188 - mmaction - INFO - Epoch [222][1880/2147] lr: 9.083e-03, eta: 1 day, 10:18:13, time: 1.445, data_time: 0.004, memory: 16628, top1_acc: 0.5920, top5_acc: 0.8054, loss_cls: 1.7056, loss: 1.7056, grad_norm: 4.7384 2021-01-28 12:51:38,426 - mmaction - INFO - Epoch [222][1900/2147] lr: 9.083e-03, eta: 1 day, 10:17:39, time: 1.513, data_time: 0.009, memory: 16628, top1_acc: 0.6000, top5_acc: 0.8089, loss_cls: 1.6899, loss: 1.6899, grad_norm: 4.7903 2021-01-28 12:52:08,705 - mmaction - INFO - Epoch [222][1920/2147] lr: 9.083e-03, eta: 1 day, 10:17:05, time: 1.513, data_time: 0.001, memory: 16628, top1_acc: 0.5951, top5_acc: 0.7920, loss_cls: 1.7486, loss: 1.7486, grad_norm: 4.7680 2021-01-28 12:52:37,943 - mmaction - INFO - Epoch [222][1940/2147] lr: 9.083e-03, eta: 1 day, 10:16:30, time: 1.460, data_time: 0.031, memory: 16628, top1_acc: 0.6000, top5_acc: 0.8049, loss_cls: 1.7207, loss: 1.7207, grad_norm: 4.7080 2021-01-28 12:53:09,148 - mmaction - INFO - Epoch [222][1960/2147] lr: 9.083e-03, eta: 1 day, 10:15:56, time: 1.562, data_time: 0.004, memory: 16628, top1_acc: 0.6045, top5_acc: 0.8063, loss_cls: 1.7014, loss: 1.7014, grad_norm: 4.5835 2021-01-28 12:53:38,305 - mmaction - INFO - Epoch [222][1980/2147] lr: 9.083e-03, eta: 1 day, 10:15:22, time: 1.457, data_time: 0.018, memory: 16628, top1_acc: 0.5839, top5_acc: 0.7937, loss_cls: 1.7933, loss: 1.7933, grad_norm: 4.8367 2021-01-28 12:54:07,380 - mmaction - INFO - Epoch [222][2000/2147] lr: 9.083e-03, eta: 1 day, 10:14:48, time: 1.453, data_time: 0.002, memory: 16628, top1_acc: 0.5830, top5_acc: 0.7946, loss_cls: 1.7651, loss: 1.7651, grad_norm: 4.8243 2021-01-28 12:54:36,081 - mmaction - INFO - Epoch [222][2020/2147] lr: 9.083e-03, eta: 1 day, 10:14:13, time: 1.437, data_time: 0.005, memory: 16628, top1_acc: 0.5888, top5_acc: 0.7915, loss_cls: 1.7721, loss: 1.7721, grad_norm: 4.7520 2021-01-28 12:55:04,681 - mmaction - INFO - Epoch [222][2040/2147] lr: 9.083e-03, eta: 1 day, 10:13:39, time: 1.428, data_time: 0.003, memory: 16628, top1_acc: 0.5902, top5_acc: 0.8027, loss_cls: 1.7058, loss: 1.7058, grad_norm: 4.7745 2021-01-28 12:55:33,789 - mmaction - INFO - Epoch [222][2060/2147] lr: 9.083e-03, eta: 1 day, 10:13:04, time: 1.456, data_time: 0.003, memory: 16628, top1_acc: 0.5964, top5_acc: 0.7893, loss_cls: 1.7430, loss: 1.7430, grad_norm: 4.6726 2021-01-28 12:56:04,647 - mmaction - INFO - Epoch [222][2080/2147] lr: 9.083e-03, eta: 1 day, 10:12:30, time: 1.543, data_time: 0.006, memory: 16628, top1_acc: 0.5866, top5_acc: 0.7951, loss_cls: 1.7508, loss: 1.7508, grad_norm: 4.7434 2021-01-28 12:56:33,062 - mmaction - INFO - Epoch [222][2100/2147] lr: 9.083e-03, eta: 1 day, 10:11:55, time: 1.423, data_time: 0.005, memory: 16628, top1_acc: 0.5893, top5_acc: 0.8031, loss_cls: 1.7155, loss: 1.7155, grad_norm: 4.7146 2021-01-28 12:57:10,730 - mmaction - INFO - Epoch [222][2120/2147] lr: 9.083e-03, eta: 1 day, 10:11:22, time: 1.881, data_time: 0.131, memory: 16628, top1_acc: 0.5978, top5_acc: 0.8049, loss_cls: 1.7118, loss: 1.7118, grad_norm: 4.6487 2021-01-28 12:57:41,613 - mmaction - INFO - Epoch [222][2140/2147] lr: 9.083e-03, eta: 1 day, 10:10:48, time: 1.541, data_time: 0.004, memory: 16628, top1_acc: 0.5853, top5_acc: 0.8067, loss_cls: 1.7151, loss: 1.7151, grad_norm: 4.6567 2021-01-28 13:03:12,966 - mmaction - INFO - Epoch [223][20/2147] lr: 8.579e-03, eta: 1 day, 10:10:42, time: 15.057, data_time: 13.497, memory: 16628, top1_acc: 0.6161, top5_acc: 0.8147, loss_cls: 1.6573, loss: 1.6573, grad_norm: 4.5870 2021-01-28 13:03:44,305 - mmaction - INFO - Epoch [223][40/2147] lr: 8.579e-03, eta: 1 day, 10:10:08, time: 1.569, data_time: 0.007, memory: 16628, top1_acc: 0.6018, top5_acc: 0.8143, loss_cls: 1.6577, loss: 1.6577, grad_norm: 4.7820 2021-01-28 13:04:13,336 - mmaction - INFO - Epoch [223][60/2147] lr: 8.579e-03, eta: 1 day, 10:09:33, time: 1.451, data_time: 0.009, memory: 16628, top1_acc: 0.5973, top5_acc: 0.8071, loss_cls: 1.7262, loss: 1.7262, grad_norm: 4.8090 2021-01-28 13:04:45,594 - mmaction - INFO - Epoch [223][80/2147] lr: 8.579e-03, eta: 1 day, 10:08:59, time: 1.615, data_time: 0.004, memory: 16628, top1_acc: 0.6080, top5_acc: 0.8103, loss_cls: 1.6587, loss: 1.6587, grad_norm: 4.6294 2021-01-28 13:05:16,892 - mmaction - INFO - Epoch [223][100/2147] lr: 8.579e-03, eta: 1 day, 10:08:25, time: 1.563, data_time: 0.003, memory: 16628, top1_acc: 0.6022, top5_acc: 0.8071, loss_cls: 1.6895, loss: 1.6895, grad_norm: 4.5869 2021-01-28 13:05:45,642 - mmaction - INFO - Epoch [223][120/2147] lr: 8.579e-03, eta: 1 day, 10:07:51, time: 1.436, data_time: 0.010, memory: 16628, top1_acc: 0.5942, top5_acc: 0.8103, loss_cls: 1.6942, loss: 1.6942, grad_norm: 4.7076 2021-01-28 13:06:16,170 - mmaction - INFO - Epoch [223][140/2147] lr: 8.579e-03, eta: 1 day, 10:07:17, time: 1.527, data_time: 0.005, memory: 16628, top1_acc: 0.6071, top5_acc: 0.8040, loss_cls: 1.6938, loss: 1.6938, grad_norm: 4.6366 2021-01-28 13:06:51,410 - mmaction - INFO - Epoch [223][160/2147] lr: 8.579e-03, eta: 1 day, 10:06:43, time: 1.763, data_time: 0.005, memory: 16628, top1_acc: 0.6000, top5_acc: 0.8165, loss_cls: 1.6646, loss: 1.6646, grad_norm: 4.6183 2021-01-28 13:07:21,073 - mmaction - INFO - Epoch [223][180/2147] lr: 8.579e-03, eta: 1 day, 10:06:09, time: 1.483, data_time: 0.005, memory: 16628, top1_acc: 0.6022, top5_acc: 0.7991, loss_cls: 1.7136, loss: 1.7136, grad_norm: 4.5641 2021-01-28 13:07:52,251 - mmaction - INFO - Epoch [223][200/2147] lr: 8.579e-03, eta: 1 day, 10:05:35, time: 1.561, data_time: 0.012, memory: 16628, top1_acc: 0.5844, top5_acc: 0.8045, loss_cls: 1.7430, loss: 1.7430, grad_norm: 4.7552 2021-01-28 13:08:24,751 - mmaction - INFO - Epoch [223][220/2147] lr: 8.579e-03, eta: 1 day, 10:05:01, time: 1.625, data_time: 0.122, memory: 16628, top1_acc: 0.6022, top5_acc: 0.8027, loss_cls: 1.6986, loss: 1.6986, grad_norm: 4.7630 2021-01-28 13:08:54,022 - mmaction - INFO - Epoch [223][240/2147] lr: 8.579e-03, eta: 1 day, 10:04:26, time: 1.461, data_time: 0.005, memory: 16628, top1_acc: 0.5915, top5_acc: 0.7933, loss_cls: 1.7340, loss: 1.7340, grad_norm: 4.7323 2021-01-28 13:09:23,476 - mmaction - INFO - Epoch [223][260/2147] lr: 8.579e-03, eta: 1 day, 10:03:52, time: 1.472, data_time: 0.004, memory: 16628, top1_acc: 0.5960, top5_acc: 0.8031, loss_cls: 1.7044, loss: 1.7044, grad_norm: 4.5917 2021-01-28 13:09:53,798 - mmaction - INFO - Epoch [223][280/2147] lr: 8.579e-03, eta: 1 day, 10:03:18, time: 1.517, data_time: 0.012, memory: 16628, top1_acc: 0.5991, top5_acc: 0.8098, loss_cls: 1.6712, loss: 1.6712, grad_norm: 4.6616 2021-01-28 13:10:23,353 - mmaction - INFO - Epoch [223][300/2147] lr: 8.579e-03, eta: 1 day, 10:02:43, time: 1.480, data_time: 0.006, memory: 16628, top1_acc: 0.5848, top5_acc: 0.8031, loss_cls: 1.7100, loss: 1.7100, grad_norm: 4.7559 2021-01-28 13:10:55,106 - mmaction - INFO - Epoch [223][320/2147] lr: 8.579e-03, eta: 1 day, 10:02:09, time: 1.588, data_time: 0.004, memory: 16628, top1_acc: 0.5946, top5_acc: 0.7915, loss_cls: 1.7251, loss: 1.7251, grad_norm: 4.7948 2021-01-28 13:11:25,560 - mmaction - INFO - Epoch [223][340/2147] lr: 8.579e-03, eta: 1 day, 10:01:35, time: 1.512, data_time: 0.004, memory: 16628, top1_acc: 0.5906, top5_acc: 0.8071, loss_cls: 1.6980, loss: 1.6980, grad_norm: 4.8047 2021-01-28 13:12:04,513 - mmaction - INFO - Epoch [223][360/2147] lr: 8.579e-03, eta: 1 day, 10:01:02, time: 1.957, data_time: 0.020, memory: 16628, top1_acc: 0.6143, top5_acc: 0.8179, loss_cls: 1.6585, loss: 1.6585, grad_norm: 4.7268 2021-01-28 13:12:33,565 - mmaction - INFO - Epoch [223][380/2147] lr: 8.579e-03, eta: 1 day, 10:00:28, time: 1.454, data_time: 0.005, memory: 16628, top1_acc: 0.6094, top5_acc: 0.8219, loss_cls: 1.5988, loss: 1.5988, grad_norm: 4.5261 2021-01-28 13:13:05,219 - mmaction - INFO - Epoch [223][400/2147] lr: 8.579e-03, eta: 1 day, 9:59:54, time: 1.580, data_time: 0.003, memory: 16628, top1_acc: 0.6058, top5_acc: 0.8085, loss_cls: 1.6923, loss: 1.6923, grad_norm: 4.6960 2021-01-28 13:13:33,974 - mmaction - INFO - Epoch [223][420/2147] lr: 8.579e-03, eta: 1 day, 9:59:19, time: 1.439, data_time: 0.006, memory: 16628, top1_acc: 0.5857, top5_acc: 0.8027, loss_cls: 1.7387, loss: 1.7387, grad_norm: 4.8304 2021-01-28 13:14:04,594 - mmaction - INFO - Epoch [223][440/2147] lr: 8.579e-03, eta: 1 day, 9:58:45, time: 1.532, data_time: 0.005, memory: 16628, top1_acc: 0.6246, top5_acc: 0.8317, loss_cls: 1.5588, loss: 1.5588, grad_norm: 4.4711 2021-01-28 13:14:33,868 - mmaction - INFO - Epoch [223][460/2147] lr: 8.579e-03, eta: 1 day, 9:58:11, time: 1.464, data_time: 0.006, memory: 16628, top1_acc: 0.5732, top5_acc: 0.7951, loss_cls: 1.8119, loss: 1.8119, grad_norm: 4.8300 2021-01-28 13:15:06,273 - mmaction - INFO - Epoch [223][480/2147] lr: 8.579e-03, eta: 1 day, 9:57:37, time: 1.621, data_time: 0.005, memory: 16628, top1_acc: 0.6134, top5_acc: 0.8004, loss_cls: 1.7145, loss: 1.7145, grad_norm: 4.6318 2021-01-28 13:15:36,561 - mmaction - INFO - Epoch [223][500/2147] lr: 8.579e-03, eta: 1 day, 9:57:03, time: 1.505, data_time: 0.002, memory: 16628, top1_acc: 0.5964, top5_acc: 0.8165, loss_cls: 1.6964, loss: 1.6964, grad_norm: 4.7479 2021-01-28 13:16:05,401 - mmaction - INFO - Epoch [223][520/2147] lr: 8.579e-03, eta: 1 day, 9:56:28, time: 1.450, data_time: 0.013, memory: 16628, top1_acc: 0.5897, top5_acc: 0.8036, loss_cls: 1.7411, loss: 1.7411, grad_norm: 4.8698 2021-01-28 13:16:42,086 - mmaction - INFO - Epoch [223][540/2147] lr: 8.579e-03, eta: 1 day, 9:55:55, time: 1.756, data_time: 0.007, memory: 16628, top1_acc: 0.5799, top5_acc: 0.7991, loss_cls: 1.7382, loss: 1.7382, grad_norm: 4.8663 2021-01-28 13:17:12,440 - mmaction - INFO - Epoch [223][560/2147] lr: 8.579e-03, eta: 1 day, 9:55:21, time: 1.596, data_time: 0.081, memory: 16628, top1_acc: 0.5937, top5_acc: 0.8013, loss_cls: 1.7690, loss: 1.7690, grad_norm: 4.8236 2021-01-28 13:17:41,671 - mmaction - INFO - Epoch [223][580/2147] lr: 8.579e-03, eta: 1 day, 9:54:46, time: 1.463, data_time: 0.004, memory: 16628, top1_acc: 0.6116, top5_acc: 0.8067, loss_cls: 1.6491, loss: 1.6491, grad_norm: 4.6043 2021-01-28 13:18:17,267 - mmaction - INFO - Epoch [223][600/2147] lr: 8.579e-03, eta: 1 day, 9:54:13, time: 1.771, data_time: 0.004, memory: 16628, top1_acc: 0.6058, top5_acc: 0.8103, loss_cls: 1.6832, loss: 1.6832, grad_norm: 4.7767 2021-01-28 13:18:45,920 - mmaction - INFO - Epoch [223][620/2147] lr: 8.579e-03, eta: 1 day, 9:53:38, time: 1.441, data_time: 0.016, memory: 16628, top1_acc: 0.6009, top5_acc: 0.8116, loss_cls: 1.7045, loss: 1.7045, grad_norm: 4.6766 2021-01-28 13:19:14,969 - mmaction - INFO - Epoch [223][640/2147] lr: 8.579e-03, eta: 1 day, 9:53:04, time: 1.445, data_time: 0.007, memory: 16628, top1_acc: 0.6161, top5_acc: 0.8187, loss_cls: 1.6404, loss: 1.6404, grad_norm: 4.7714 2021-01-28 13:19:49,472 - mmaction - INFO - Epoch [223][660/2147] lr: 8.579e-03, eta: 1 day, 9:52:30, time: 1.732, data_time: 0.017, memory: 16628, top1_acc: 0.5786, top5_acc: 0.8004, loss_cls: 1.7643, loss: 1.7643, grad_norm: 4.8307 2021-01-28 13:20:21,334 - mmaction - INFO - Epoch [223][680/2147] lr: 8.579e-03, eta: 1 day, 9:51:56, time: 1.594, data_time: 0.012, memory: 16628, top1_acc: 0.6009, top5_acc: 0.8138, loss_cls: 1.6762, loss: 1.6762, grad_norm: 4.6471 2021-01-28 13:20:52,354 - mmaction - INFO - Epoch [223][700/2147] lr: 8.579e-03, eta: 1 day, 9:51:22, time: 1.548, data_time: 0.006, memory: 16628, top1_acc: 0.6049, top5_acc: 0.8004, loss_cls: 1.7182, loss: 1.7182, grad_norm: 4.7625 2021-01-28 13:21:21,613 - mmaction - INFO - Epoch [223][720/2147] lr: 8.579e-03, eta: 1 day, 9:50:48, time: 1.460, data_time: 0.006, memory: 16628, top1_acc: 0.6187, top5_acc: 0.8152, loss_cls: 1.6365, loss: 1.6365, grad_norm: 4.6563 2021-01-28 13:22:08,446 - mmaction - INFO - Epoch [223][740/2147] lr: 8.579e-03, eta: 1 day, 9:50:16, time: 2.345, data_time: 0.009, memory: 16628, top1_acc: 0.6000, top5_acc: 0.8040, loss_cls: 1.7033, loss: 1.7033, grad_norm: 4.6873 2021-01-28 13:22:38,995 - mmaction - INFO - Epoch [223][760/2147] lr: 8.579e-03, eta: 1 day, 9:49:42, time: 1.530, data_time: 0.006, memory: 16628, top1_acc: 0.5728, top5_acc: 0.7969, loss_cls: 1.7888, loss: 1.7888, grad_norm: 4.8749 2021-01-28 13:23:15,346 - mmaction - INFO - Epoch [223][780/2147] lr: 8.579e-03, eta: 1 day, 9:49:09, time: 1.815, data_time: 0.002, memory: 16628, top1_acc: 0.5732, top5_acc: 0.7915, loss_cls: 1.8126, loss: 1.8126, grad_norm: 4.8751 2021-01-28 13:23:46,385 - mmaction - INFO - Epoch [223][800/2147] lr: 8.579e-03, eta: 1 day, 9:48:34, time: 1.554, data_time: 0.004, memory: 16628, top1_acc: 0.6045, top5_acc: 0.8241, loss_cls: 1.6525, loss: 1.6525, grad_norm: 4.6456 2021-01-28 13:24:16,051 - mmaction - INFO - Epoch [223][820/2147] lr: 8.579e-03, eta: 1 day, 9:48:00, time: 1.481, data_time: 0.002, memory: 16628, top1_acc: 0.6205, top5_acc: 0.8152, loss_cls: 1.6295, loss: 1.6295, grad_norm: 4.7522 2021-01-28 13:24:45,021 - mmaction - INFO - Epoch [223][840/2147] lr: 8.579e-03, eta: 1 day, 9:47:26, time: 1.451, data_time: 0.013, memory: 16628, top1_acc: 0.6076, top5_acc: 0.8071, loss_cls: 1.6741, loss: 1.6741, grad_norm: 4.6456 2021-01-28 13:25:18,312 - mmaction - INFO - Epoch [223][860/2147] lr: 8.579e-03, eta: 1 day, 9:46:52, time: 1.664, data_time: 0.001, memory: 16628, top1_acc: 0.5906, top5_acc: 0.8107, loss_cls: 1.7010, loss: 1.7010, grad_norm: 4.6842 2021-01-28 13:25:48,526 - mmaction - INFO - Epoch [223][880/2147] lr: 8.579e-03, eta: 1 day, 9:46:18, time: 1.507, data_time: 0.011, memory: 16628, top1_acc: 0.6009, top5_acc: 0.7973, loss_cls: 1.7050, loss: 1.7050, grad_norm: 4.7084 2021-01-28 13:26:19,685 - mmaction - INFO - Epoch [223][900/2147] lr: 8.579e-03, eta: 1 day, 9:45:44, time: 1.561, data_time: 0.006, memory: 16628, top1_acc: 0.5875, top5_acc: 0.7969, loss_cls: 1.7530, loss: 1.7530, grad_norm: 4.8114 2021-01-28 13:26:49,621 - mmaction - INFO - Epoch [223][920/2147] lr: 8.579e-03, eta: 1 day, 9:45:09, time: 1.498, data_time: 0.006, memory: 16628, top1_acc: 0.6156, top5_acc: 0.8147, loss_cls: 1.6314, loss: 1.6314, grad_norm: 4.7348 2021-01-28 13:27:18,820 - mmaction - INFO - Epoch [223][940/2147] lr: 8.579e-03, eta: 1 day, 9:44:35, time: 1.458, data_time: 0.005, memory: 16628, top1_acc: 0.6022, top5_acc: 0.8174, loss_cls: 1.6698, loss: 1.6698, grad_norm: 4.7705 2021-01-28 13:27:49,972 - mmaction - INFO - Epoch [223][960/2147] lr: 8.579e-03, eta: 1 day, 9:44:01, time: 1.557, data_time: 0.009, memory: 16628, top1_acc: 0.5996, top5_acc: 0.7964, loss_cls: 1.7175, loss: 1.7175, grad_norm: 4.7144 2021-01-28 13:28:19,892 - mmaction - INFO - Epoch [223][980/2147] lr: 8.579e-03, eta: 1 day, 9:43:26, time: 1.497, data_time: 0.006, memory: 16628, top1_acc: 0.6094, top5_acc: 0.8112, loss_cls: 1.6665, loss: 1.6665, grad_norm: 4.6976 2021-01-28 13:28:48,862 - mmaction - INFO - Epoch [223][1000/2147] lr: 8.579e-03, eta: 1 day, 9:42:52, time: 1.450, data_time: 0.010, memory: 16628, top1_acc: 0.5902, top5_acc: 0.8054, loss_cls: 1.7509, loss: 1.7509, grad_norm: 4.7471 2021-01-28 13:29:18,077 - mmaction - INFO - Epoch [223][1020/2147] lr: 8.579e-03, eta: 1 day, 9:42:18, time: 1.461, data_time: 0.004, memory: 16628, top1_acc: 0.5982, top5_acc: 0.8018, loss_cls: 1.7016, loss: 1.7016, grad_norm: 4.7473 2021-01-28 13:29:51,541 - mmaction - INFO - Epoch [223][1040/2147] lr: 8.579e-03, eta: 1 day, 9:41:44, time: 1.674, data_time: 0.003, memory: 16628, top1_acc: 0.5929, top5_acc: 0.7987, loss_cls: 1.7465, loss: 1.7465, grad_norm: 4.9765 2021-01-28 13:30:23,879 - mmaction - INFO - Epoch [223][1060/2147] lr: 8.579e-03, eta: 1 day, 9:41:10, time: 1.615, data_time: 0.010, memory: 16628, top1_acc: 0.6170, top5_acc: 0.8228, loss_cls: 1.6441, loss: 1.6441, grad_norm: 4.7476 2021-01-28 13:30:54,480 - mmaction - INFO - Epoch [223][1080/2147] lr: 8.579e-03, eta: 1 day, 9:40:36, time: 1.532, data_time: 0.013, memory: 16628, top1_acc: 0.6018, top5_acc: 0.8031, loss_cls: 1.6860, loss: 1.6860, grad_norm: 4.7575 2021-01-28 13:31:27,037 - mmaction - INFO - Epoch [223][1100/2147] lr: 8.579e-03, eta: 1 day, 9:40:02, time: 1.628, data_time: 0.005, memory: 16628, top1_acc: 0.5996, top5_acc: 0.8018, loss_cls: 1.7216, loss: 1.7216, grad_norm: 4.8725 2021-01-28 13:31:56,959 - mmaction - INFO - Epoch [223][1120/2147] lr: 8.579e-03, eta: 1 day, 9:39:28, time: 1.498, data_time: 0.004, memory: 16628, top1_acc: 0.5902, top5_acc: 0.8004, loss_cls: 1.7420, loss: 1.7420, grad_norm: 4.7927 2021-01-28 13:32:27,289 - mmaction - INFO - Epoch [223][1140/2147] lr: 8.579e-03, eta: 1 day, 9:38:53, time: 1.515, data_time: 0.006, memory: 16628, top1_acc: 0.5879, top5_acc: 0.8080, loss_cls: 1.7196, loss: 1.7196, grad_norm: 4.8067 2021-01-28 13:32:57,655 - mmaction - INFO - Epoch [223][1160/2147] lr: 8.579e-03, eta: 1 day, 9:38:19, time: 1.517, data_time: 0.005, memory: 16628, top1_acc: 0.5696, top5_acc: 0.7897, loss_cls: 1.8124, loss: 1.8124, grad_norm: 4.9831 2021-01-28 13:33:29,438 - mmaction - INFO - Epoch [223][1180/2147] lr: 8.579e-03, eta: 1 day, 9:37:45, time: 1.590, data_time: 0.005, memory: 16628, top1_acc: 0.6290, top5_acc: 0.8384, loss_cls: 1.5661, loss: 1.5661, grad_norm: 4.5952 2021-01-28 13:33:58,725 - mmaction - INFO - Epoch [223][1200/2147] lr: 8.579e-03, eta: 1 day, 9:37:11, time: 1.466, data_time: 0.005, memory: 16628, top1_acc: 0.6067, top5_acc: 0.8156, loss_cls: 1.6641, loss: 1.6641, grad_norm: 4.9000 2021-01-28 13:34:28,870 - mmaction - INFO - Epoch [223][1220/2147] lr: 8.579e-03, eta: 1 day, 9:36:36, time: 1.506, data_time: 0.004, memory: 16628, top1_acc: 0.6094, top5_acc: 0.8049, loss_cls: 1.6732, loss: 1.6732, grad_norm: 4.7702 2021-01-28 13:35:00,115 - mmaction - INFO - Epoch [223][1240/2147] lr: 8.579e-03, eta: 1 day, 9:36:02, time: 1.564, data_time: 0.005, memory: 16628, top1_acc: 0.5938, top5_acc: 0.8058, loss_cls: 1.6906, loss: 1.6906, grad_norm: 4.7698 2021-01-28 13:35:33,565 - mmaction - INFO - Epoch [223][1260/2147] lr: 8.579e-03, eta: 1 day, 9:35:29, time: 1.671, data_time: 0.002, memory: 16628, top1_acc: 0.6013, top5_acc: 0.8129, loss_cls: 1.7302, loss: 1.7302, grad_norm: 4.8126 2021-01-28 13:36:03,843 - mmaction - INFO - Epoch [223][1280/2147] lr: 8.579e-03, eta: 1 day, 9:34:54, time: 1.512, data_time: 0.006, memory: 16628, top1_acc: 0.5933, top5_acc: 0.7804, loss_cls: 1.7899, loss: 1.7899, grad_norm: 4.7160 2021-01-28 13:36:32,554 - mmaction - INFO - Epoch [223][1300/2147] lr: 8.579e-03, eta: 1 day, 9:34:20, time: 1.439, data_time: 0.009, memory: 16628, top1_acc: 0.6004, top5_acc: 0.8147, loss_cls: 1.6734, loss: 1.6734, grad_norm: 4.7748 2021-01-28 13:37:08,977 - mmaction - INFO - Epoch [223][1320/2147] lr: 8.579e-03, eta: 1 day, 9:33:47, time: 1.820, data_time: 0.092, memory: 16628, top1_acc: 0.6004, top5_acc: 0.8183, loss_cls: 1.6505, loss: 1.6505, grad_norm: 4.7847 2021-01-28 13:37:43,529 - mmaction - INFO - Epoch [223][1340/2147] lr: 8.579e-03, eta: 1 day, 9:33:13, time: 1.727, data_time: 0.004, memory: 16628, top1_acc: 0.5978, top5_acc: 0.8018, loss_cls: 1.7104, loss: 1.7104, grad_norm: 4.8253 2021-01-28 13:38:14,573 - mmaction - INFO - Epoch [223][1360/2147] lr: 8.579e-03, eta: 1 day, 9:32:39, time: 1.553, data_time: 0.007, memory: 16628, top1_acc: 0.5920, top5_acc: 0.8116, loss_cls: 1.7088, loss: 1.7088, grad_norm: 4.8659 2021-01-28 13:38:44,509 - mmaction - INFO - Epoch [223][1380/2147] lr: 8.579e-03, eta: 1 day, 9:32:05, time: 1.498, data_time: 0.004, memory: 16628, top1_acc: 0.5835, top5_acc: 0.8058, loss_cls: 1.7269, loss: 1.7269, grad_norm: 4.7744 2021-01-28 13:39:13,544 - mmaction - INFO - Epoch [223][1400/2147] lr: 8.579e-03, eta: 1 day, 9:31:30, time: 1.451, data_time: 0.004, memory: 16628, top1_acc: 0.5987, top5_acc: 0.8138, loss_cls: 1.6913, loss: 1.6913, grad_norm: 4.7577 2021-01-28 13:39:44,514 - mmaction - INFO - Epoch [223][1420/2147] lr: 8.579e-03, eta: 1 day, 9:30:56, time: 1.549, data_time: 0.004, memory: 16628, top1_acc: 0.6013, top5_acc: 0.8129, loss_cls: 1.6777, loss: 1.6777, grad_norm: 4.7467 2021-01-28 13:40:15,992 - mmaction - INFO - Epoch [223][1440/2147] lr: 8.579e-03, eta: 1 day, 9:30:22, time: 1.574, data_time: 0.047, memory: 16628, top1_acc: 0.5906, top5_acc: 0.7946, loss_cls: 1.7740, loss: 1.7740, grad_norm: 4.8636 2021-01-28 13:40:44,707 - mmaction - INFO - Epoch [223][1460/2147] lr: 8.579e-03, eta: 1 day, 9:29:48, time: 1.435, data_time: 0.001, memory: 16628, top1_acc: 0.5933, top5_acc: 0.8116, loss_cls: 1.7190, loss: 1.7190, grad_norm: 4.8592 2021-01-28 13:41:18,115 - mmaction - INFO - Epoch [223][1480/2147] lr: 8.579e-03, eta: 1 day, 9:29:14, time: 1.668, data_time: 0.008, memory: 16628, top1_acc: 0.5929, top5_acc: 0.8000, loss_cls: 1.7614, loss: 1.7614, grad_norm: 4.7898 2021-01-28 13:41:53,146 - mmaction - INFO - Epoch [223][1500/2147] lr: 8.579e-03, eta: 1 day, 9:28:40, time: 1.754, data_time: 0.004, memory: 16628, top1_acc: 0.5978, top5_acc: 0.8063, loss_cls: 1.6842, loss: 1.6842, grad_norm: 4.7052 2021-01-28 13:42:24,047 - mmaction - INFO - Epoch [223][1520/2147] lr: 8.579e-03, eta: 1 day, 9:28:06, time: 1.542, data_time: 0.005, memory: 16628, top1_acc: 0.6138, top5_acc: 0.8098, loss_cls: 1.6800, loss: 1.6800, grad_norm: 4.7389 2021-01-28 13:43:04,624 - mmaction - INFO - Epoch [223][1540/2147] lr: 8.579e-03, eta: 1 day, 9:27:34, time: 2.030, data_time: 0.005, memory: 16628, top1_acc: 0.6121, top5_acc: 0.8098, loss_cls: 1.6928, loss: 1.6928, grad_norm: 4.6932 2021-01-28 13:43:34,892 - mmaction - INFO - Epoch [223][1560/2147] lr: 8.579e-03, eta: 1 day, 9:26:59, time: 1.502, data_time: 0.007, memory: 16628, top1_acc: 0.5817, top5_acc: 0.8098, loss_cls: 1.7326, loss: 1.7326, grad_norm: 4.8021 2021-01-28 13:44:05,015 - mmaction - INFO - Epoch [223][1580/2147] lr: 8.579e-03, eta: 1 day, 9:26:25, time: 1.520, data_time: 0.015, memory: 16628, top1_acc: 0.6009, top5_acc: 0.8138, loss_cls: 1.6747, loss: 1.6747, grad_norm: 4.7874 2021-01-28 13:44:35,772 - mmaction - INFO - Epoch [223][1600/2147] lr: 8.579e-03, eta: 1 day, 9:25:51, time: 1.536, data_time: 0.001, memory: 16628, top1_acc: 0.6036, top5_acc: 0.8156, loss_cls: 1.6836, loss: 1.6836, grad_norm: 4.6765 2021-01-28 13:45:05,909 - mmaction - INFO - Epoch [223][1620/2147] lr: 8.579e-03, eta: 1 day, 9:25:17, time: 1.504, data_time: 0.006, memory: 16628, top1_acc: 0.5853, top5_acc: 0.8045, loss_cls: 1.7595, loss: 1.7595, grad_norm: 4.9735 2021-01-28 13:45:37,416 - mmaction - INFO - Epoch [223][1640/2147] lr: 8.579e-03, eta: 1 day, 9:24:43, time: 1.578, data_time: 0.013, memory: 16628, top1_acc: 0.5978, top5_acc: 0.8054, loss_cls: 1.7271, loss: 1.7271, grad_norm: 4.8928 2021-01-28 13:46:08,865 - mmaction - INFO - Epoch [223][1660/2147] lr: 8.579e-03, eta: 1 day, 9:24:09, time: 1.573, data_time: 0.005, memory: 16628, top1_acc: 0.6067, top5_acc: 0.8054, loss_cls: 1.6828, loss: 1.6828, grad_norm: 4.7754 2021-01-28 13:46:51,949 - mmaction - INFO - Epoch [223][1680/2147] lr: 8.579e-03, eta: 1 day, 9:23:36, time: 2.153, data_time: 0.224, memory: 16628, top1_acc: 0.6022, top5_acc: 0.8018, loss_cls: 1.7099, loss: 1.7099, grad_norm: 4.7907 2021-01-28 13:47:26,502 - mmaction - INFO - Epoch [223][1700/2147] lr: 8.579e-03, eta: 1 day, 9:23:03, time: 1.725, data_time: 0.003, memory: 16628, top1_acc: 0.5991, top5_acc: 0.7942, loss_cls: 1.7711, loss: 1.7711, grad_norm: 4.9444 2021-01-28 13:48:02,097 - mmaction - INFO - Epoch [223][1720/2147] lr: 8.579e-03, eta: 1 day, 9:22:29, time: 1.783, data_time: 0.009, memory: 16628, top1_acc: 0.5772, top5_acc: 0.8103, loss_cls: 1.7438, loss: 1.7438, grad_norm: 4.7988 2021-01-28 13:48:32,584 - mmaction - INFO - Epoch [223][1740/2147] lr: 8.579e-03, eta: 1 day, 9:21:55, time: 1.525, data_time: 0.006, memory: 16628, top1_acc: 0.6049, top5_acc: 0.8031, loss_cls: 1.6960, loss: 1.6960, grad_norm: 4.7583 2021-01-28 13:49:01,950 - mmaction - INFO - Epoch [223][1760/2147] lr: 8.579e-03, eta: 1 day, 9:21:21, time: 1.469, data_time: 0.003, memory: 16628, top1_acc: 0.6058, top5_acc: 0.8143, loss_cls: 1.6748, loss: 1.6748, grad_norm: 4.8396 2021-01-28 13:49:31,168 - mmaction - INFO - Epoch [223][1780/2147] lr: 8.579e-03, eta: 1 day, 9:20:46, time: 1.460, data_time: 0.003, memory: 16628, top1_acc: 0.5924, top5_acc: 0.8094, loss_cls: 1.6860, loss: 1.6860, grad_norm: 4.8607 2021-01-28 13:50:00,439 - mmaction - INFO - Epoch [223][1800/2147] lr: 8.579e-03, eta: 1 day, 9:20:12, time: 1.462, data_time: 0.003, memory: 16628, top1_acc: 0.6040, top5_acc: 0.8098, loss_cls: 1.6888, loss: 1.6888, grad_norm: 4.8271 2021-01-28 13:50:30,165 - mmaction - INFO - Epoch [223][1820/2147] lr: 8.579e-03, eta: 1 day, 9:19:38, time: 1.486, data_time: 0.005, memory: 16628, top1_acc: 0.5924, top5_acc: 0.8049, loss_cls: 1.7222, loss: 1.7222, grad_norm: 4.7740 2021-01-28 13:51:02,711 - mmaction - INFO - Epoch [223][1840/2147] lr: 8.579e-03, eta: 1 day, 9:19:04, time: 1.623, data_time: 0.012, memory: 16628, top1_acc: 0.5795, top5_acc: 0.8013, loss_cls: 1.7629, loss: 1.7629, grad_norm: 4.8905 2021-01-28 13:51:31,883 - mmaction - INFO - Epoch [223][1860/2147] lr: 8.579e-03, eta: 1 day, 9:18:29, time: 1.462, data_time: 0.013, memory: 16628, top1_acc: 0.5888, top5_acc: 0.8054, loss_cls: 1.7298, loss: 1.7298, grad_norm: 4.8116 2021-01-28 13:52:11,206 - mmaction - INFO - Epoch [223][1880/2147] lr: 8.579e-03, eta: 1 day, 9:17:56, time: 1.959, data_time: 0.126, memory: 16628, top1_acc: 0.5888, top5_acc: 0.7915, loss_cls: 1.8132, loss: 1.8132, grad_norm: 4.8815 2021-01-28 13:52:43,708 - mmaction - INFO - Epoch [223][1900/2147] lr: 8.579e-03, eta: 1 day, 9:17:23, time: 1.635, data_time: 0.018, memory: 16628, top1_acc: 0.6089, top5_acc: 0.8054, loss_cls: 1.6914, loss: 1.6914, grad_norm: 4.8020 2021-01-28 13:53:14,601 - mmaction - INFO - Epoch [223][1920/2147] lr: 8.579e-03, eta: 1 day, 9:16:48, time: 1.541, data_time: 0.003, memory: 16628, top1_acc: 0.5692, top5_acc: 0.7884, loss_cls: 1.7973, loss: 1.7973, grad_norm: 4.8504 2021-01-28 13:53:45,524 - mmaction - INFO - Epoch [223][1940/2147] lr: 8.579e-03, eta: 1 day, 9:16:14, time: 1.548, data_time: 0.011, memory: 16628, top1_acc: 0.6196, top5_acc: 0.8219, loss_cls: 1.6287, loss: 1.6287, grad_norm: 4.6712 2021-01-28 13:54:14,482 - mmaction - INFO - Epoch [223][1960/2147] lr: 8.579e-03, eta: 1 day, 9:15:40, time: 1.449, data_time: 0.004, memory: 16628, top1_acc: 0.6196, top5_acc: 0.8134, loss_cls: 1.6172, loss: 1.6172, grad_norm: 4.6553 2021-01-28 13:54:44,306 - mmaction - INFO - Epoch [223][1980/2147] lr: 8.579e-03, eta: 1 day, 9:15:06, time: 1.492, data_time: 0.003, memory: 16628, top1_acc: 0.6143, top5_acc: 0.8201, loss_cls: 1.6384, loss: 1.6384, grad_norm: 4.7624 2021-01-28 13:55:15,617 - mmaction - INFO - Epoch [223][2000/2147] lr: 8.579e-03, eta: 1 day, 9:14:32, time: 1.565, data_time: 0.003, memory: 16628, top1_acc: 0.6013, top5_acc: 0.8076, loss_cls: 1.7168, loss: 1.7168, grad_norm: 4.8000 2021-01-28 13:55:44,330 - mmaction - INFO - Epoch [223][2020/2147] lr: 8.579e-03, eta: 1 day, 9:13:57, time: 1.434, data_time: 0.004, memory: 16628, top1_acc: 0.5884, top5_acc: 0.8080, loss_cls: 1.6991, loss: 1.6991, grad_norm: 4.8275 2021-01-28 13:56:13,089 - mmaction - INFO - Epoch [223][2040/2147] lr: 8.579e-03, eta: 1 day, 9:13:23, time: 1.438, data_time: 0.009, memory: 16628, top1_acc: 0.5938, top5_acc: 0.8040, loss_cls: 1.6963, loss: 1.6963, grad_norm: 4.8008 2021-01-28 13:56:42,122 - mmaction - INFO - Epoch [223][2060/2147] lr: 8.579e-03, eta: 1 day, 9:12:48, time: 1.454, data_time: 0.004, memory: 16628, top1_acc: 0.5884, top5_acc: 0.8018, loss_cls: 1.7446, loss: 1.7446, grad_norm: 4.7170 2021-01-28 13:57:14,527 - mmaction - INFO - Epoch [223][2080/2147] lr: 8.579e-03, eta: 1 day, 9:12:14, time: 1.618, data_time: 0.002, memory: 16628, top1_acc: 0.5817, top5_acc: 0.7821, loss_cls: 1.8594, loss: 1.8594, grad_norm: 4.8814 2021-01-28 13:57:44,999 - mmaction - INFO - Epoch [223][2100/2147] lr: 8.579e-03, eta: 1 day, 9:11:40, time: 1.525, data_time: 0.005, memory: 16628, top1_acc: 0.5946, top5_acc: 0.7964, loss_cls: 1.7340, loss: 1.7340, grad_norm: 4.6560 2021-01-28 13:58:18,046 - mmaction - INFO - Epoch [223][2120/2147] lr: 8.579e-03, eta: 1 day, 9:11:06, time: 1.654, data_time: 0.007, memory: 16628, top1_acc: 0.6152, top5_acc: 0.8147, loss_cls: 1.6328, loss: 1.6328, grad_norm: 4.6834 2021-01-28 13:58:46,946 - mmaction - INFO - Epoch [223][2140/2147] lr: 8.579e-03, eta: 1 day, 9:10:32, time: 1.445, data_time: 0.004, memory: 16628, top1_acc: 0.5848, top5_acc: 0.7933, loss_cls: 1.7838, loss: 1.7838, grad_norm: 4.8763 2021-01-28 14:03:54,935 - mmaction - INFO - Epoch [224][20/2147] lr: 8.089e-03, eta: 1 day, 9:10:22, time: 14.369, data_time: 12.792, memory: 16628, top1_acc: 0.6045, top5_acc: 0.8112, loss_cls: 1.6435, loss: 1.6435, grad_norm: 4.6075 2021-01-28 14:04:25,130 - mmaction - INFO - Epoch [224][40/2147] lr: 8.089e-03, eta: 1 day, 9:09:48, time: 1.511, data_time: 0.004, memory: 16628, top1_acc: 0.6125, top5_acc: 0.8161, loss_cls: 1.6825, loss: 1.6825, grad_norm: 4.6992 2021-01-28 14:04:54,415 - mmaction - INFO - Epoch [224][60/2147] lr: 8.089e-03, eta: 1 day, 9:09:14, time: 1.464, data_time: 0.014, memory: 16628, top1_acc: 0.5960, top5_acc: 0.8049, loss_cls: 1.6870, loss: 1.6870, grad_norm: 4.7848 2021-01-28 14:05:23,432 - mmaction - INFO - Epoch [224][80/2147] lr: 8.089e-03, eta: 1 day, 9:08:39, time: 1.452, data_time: 0.005, memory: 16628, top1_acc: 0.6049, top5_acc: 0.8125, loss_cls: 1.6914, loss: 1.6914, grad_norm: 4.8366 2021-01-28 14:05:52,967 - mmaction - INFO - Epoch [224][100/2147] lr: 8.089e-03, eta: 1 day, 9:08:05, time: 1.474, data_time: 0.001, memory: 16628, top1_acc: 0.6156, top5_acc: 0.8147, loss_cls: 1.6529, loss: 1.6529, grad_norm: 4.7691 2021-01-28 14:06:21,729 - mmaction - INFO - Epoch [224][120/2147] lr: 8.089e-03, eta: 1 day, 9:07:30, time: 1.439, data_time: 0.005, memory: 16628, top1_acc: 0.6103, top5_acc: 0.8210, loss_cls: 1.6190, loss: 1.6190, grad_norm: 4.6565 2021-01-28 14:06:54,932 - mmaction - INFO - Epoch [224][140/2147] lr: 8.089e-03, eta: 1 day, 9:06:57, time: 1.661, data_time: 0.007, memory: 16628, top1_acc: 0.6013, top5_acc: 0.8062, loss_cls: 1.7061, loss: 1.7061, grad_norm: 4.8746 2021-01-28 14:07:23,790 - mmaction - INFO - Epoch [224][160/2147] lr: 8.089e-03, eta: 1 day, 9:06:22, time: 1.445, data_time: 0.007, memory: 16628, top1_acc: 0.6263, top5_acc: 0.8174, loss_cls: 1.6066, loss: 1.6066, grad_norm: 4.6309 2021-01-28 14:07:57,277 - mmaction - INFO - Epoch [224][180/2147] lr: 8.089e-03, eta: 1 day, 9:05:48, time: 1.672, data_time: 0.001, memory: 16628, top1_acc: 0.6103, top5_acc: 0.8147, loss_cls: 1.6258, loss: 1.6258, grad_norm: 4.8416 2021-01-28 14:08:28,025 - mmaction - INFO - Epoch [224][200/2147] lr: 8.089e-03, eta: 1 day, 9:05:14, time: 1.538, data_time: 0.004, memory: 16628, top1_acc: 0.6147, top5_acc: 0.8214, loss_cls: 1.6250, loss: 1.6250, grad_norm: 4.7329 2021-01-28 14:08:57,964 - mmaction - INFO - Epoch [224][220/2147] lr: 8.089e-03, eta: 1 day, 9:04:40, time: 1.496, data_time: 0.007, memory: 16628, top1_acc: 0.6004, top5_acc: 0.8129, loss_cls: 1.6548, loss: 1.6548, grad_norm: 4.6853 2021-01-28 14:09:29,181 - mmaction - INFO - Epoch [224][240/2147] lr: 8.089e-03, eta: 1 day, 9:04:06, time: 1.562, data_time: 0.008, memory: 16628, top1_acc: 0.6045, top5_acc: 0.8134, loss_cls: 1.6631, loss: 1.6631, grad_norm: 4.7278 2021-01-28 14:09:59,057 - mmaction - INFO - Epoch [224][260/2147] lr: 8.089e-03, eta: 1 day, 9:03:32, time: 1.493, data_time: 0.003, memory: 16628, top1_acc: 0.5969, top5_acc: 0.8196, loss_cls: 1.6601, loss: 1.6601, grad_norm: 4.8447 2021-01-28 14:10:31,018 - mmaction - INFO - Epoch [224][280/2147] lr: 8.089e-03, eta: 1 day, 9:02:58, time: 1.597, data_time: 0.004, memory: 16628, top1_acc: 0.6103, top5_acc: 0.8187, loss_cls: 1.6662, loss: 1.6662, grad_norm: 4.7594 2021-01-28 14:11:01,243 - mmaction - INFO - Epoch [224][300/2147] lr: 8.089e-03, eta: 1 day, 9:02:23, time: 1.515, data_time: 0.004, memory: 16628, top1_acc: 0.6112, top5_acc: 0.8187, loss_cls: 1.6679, loss: 1.6679, grad_norm: 4.9402 2021-01-28 14:11:37,479 - mmaction - INFO - Epoch [224][320/2147] lr: 8.089e-03, eta: 1 day, 9:01:50, time: 1.808, data_time: 0.003, memory: 16628, top1_acc: 0.5996, top5_acc: 0.8143, loss_cls: 1.6893, loss: 1.6893, grad_norm: 4.9201 2021-01-28 14:12:06,697 - mmaction - INFO - Epoch [224][340/2147] lr: 8.089e-03, eta: 1 day, 9:01:16, time: 1.463, data_time: 0.004, memory: 16628, top1_acc: 0.6112, top5_acc: 0.8179, loss_cls: 1.6553, loss: 1.6553, grad_norm: 4.9224 2021-01-28 14:12:35,819 - mmaction - INFO - Epoch [224][360/2147] lr: 8.089e-03, eta: 1 day, 9:00:41, time: 1.451, data_time: 0.003, memory: 16628, top1_acc: 0.5991, top5_acc: 0.8058, loss_cls: 1.7011, loss: 1.7011, grad_norm: 4.8825 2021-01-28 14:13:05,482 - mmaction - INFO - Epoch [224][380/2147] lr: 8.089e-03, eta: 1 day, 9:00:07, time: 1.488, data_time: 0.008, memory: 16628, top1_acc: 0.5821, top5_acc: 0.7942, loss_cls: 1.7852, loss: 1.7852, grad_norm: 5.0243 2021-01-28 14:13:34,908 - mmaction - INFO - Epoch [224][400/2147] lr: 8.089e-03, eta: 1 day, 8:59:33, time: 1.472, data_time: 0.006, memory: 16628, top1_acc: 0.5897, top5_acc: 0.8098, loss_cls: 1.6774, loss: 1.6774, grad_norm: 4.8804 2021-01-28 14:14:03,602 - mmaction - INFO - Epoch [224][420/2147] lr: 8.089e-03, eta: 1 day, 8:58:58, time: 1.436, data_time: 0.004, memory: 16628, top1_acc: 0.6013, top5_acc: 0.8098, loss_cls: 1.6825, loss: 1.6825, grad_norm: 4.9591 2021-01-28 14:14:33,379 - mmaction - INFO - Epoch [224][440/2147] lr: 8.089e-03, eta: 1 day, 8:58:24, time: 1.488, data_time: 0.001, memory: 16628, top1_acc: 0.5938, top5_acc: 0.8187, loss_cls: 1.6691, loss: 1.6691, grad_norm: 4.8900 2021-01-28 14:15:02,802 - mmaction - INFO - Epoch [224][460/2147] lr: 8.089e-03, eta: 1 day, 8:57:49, time: 1.471, data_time: 0.003, memory: 16628, top1_acc: 0.6125, top5_acc: 0.8094, loss_cls: 1.6543, loss: 1.6543, grad_norm: 4.6707 2021-01-28 14:15:31,514 - mmaction - INFO - Epoch [224][480/2147] lr: 8.089e-03, eta: 1 day, 8:57:15, time: 1.436, data_time: 0.005, memory: 16628, top1_acc: 0.5960, top5_acc: 0.7969, loss_cls: 1.7188, loss: 1.7188, grad_norm: 4.8600 2021-01-28 14:16:01,060 - mmaction - INFO - Epoch [224][500/2147] lr: 8.089e-03, eta: 1 day, 8:56:41, time: 1.475, data_time: 0.002, memory: 16628, top1_acc: 0.5942, top5_acc: 0.7996, loss_cls: 1.7169, loss: 1.7169, grad_norm: 4.8188 2021-01-28 14:16:30,260 - mmaction - INFO - Epoch [224][520/2147] lr: 8.089e-03, eta: 1 day, 8:56:06, time: 1.462, data_time: 0.007, memory: 16628, top1_acc: 0.6067, top5_acc: 0.8129, loss_cls: 1.6739, loss: 1.6739, grad_norm: 4.7484 2021-01-28 14:17:00,718 - mmaction - INFO - Epoch [224][540/2147] lr: 8.089e-03, eta: 1 day, 8:55:32, time: 1.521, data_time: 0.003, memory: 16628, top1_acc: 0.6000, top5_acc: 0.8125, loss_cls: 1.6884, loss: 1.6884, grad_norm: 4.7904 2021-01-28 14:17:31,214 - mmaction - INFO - Epoch [224][560/2147] lr: 8.089e-03, eta: 1 day, 8:54:58, time: 1.526, data_time: 0.007, memory: 16628, top1_acc: 0.6223, top5_acc: 0.8129, loss_cls: 1.6290, loss: 1.6290, grad_norm: 4.6490 2021-01-28 14:18:00,679 - mmaction - INFO - Epoch [224][580/2147] lr: 8.089e-03, eta: 1 day, 8:54:24, time: 1.473, data_time: 0.003, memory: 16628, top1_acc: 0.6094, top5_acc: 0.8246, loss_cls: 1.6451, loss: 1.6451, grad_norm: 4.7116 2021-01-28 14:18:30,074 - mmaction - INFO - Epoch [224][600/2147] lr: 8.089e-03, eta: 1 day, 8:53:49, time: 1.469, data_time: 0.003, memory: 16628, top1_acc: 0.5991, top5_acc: 0.8067, loss_cls: 1.6608, loss: 1.6608, grad_norm: 4.7741 2021-01-28 14:18:58,914 - mmaction - INFO - Epoch [224][620/2147] lr: 8.089e-03, eta: 1 day, 8:53:15, time: 1.444, data_time: 0.004, memory: 16628, top1_acc: 0.6013, top5_acc: 0.8080, loss_cls: 1.7010, loss: 1.7010, grad_norm: 4.8761 2021-01-28 14:19:29,280 - mmaction - INFO - Epoch [224][640/2147] lr: 8.089e-03, eta: 1 day, 8:52:41, time: 1.518, data_time: 0.003, memory: 16628, top1_acc: 0.6054, top5_acc: 0.8174, loss_cls: 1.6359, loss: 1.6359, grad_norm: 4.7235 2021-01-28 14:19:58,236 - mmaction - INFO - Epoch [224][660/2147] lr: 8.089e-03, eta: 1 day, 8:52:06, time: 1.446, data_time: 0.007, memory: 16628, top1_acc: 0.6080, top5_acc: 0.8089, loss_cls: 1.6501, loss: 1.6501, grad_norm: 4.7260 2021-01-28 14:20:27,252 - mmaction - INFO - Epoch [224][680/2147] lr: 8.089e-03, eta: 1 day, 8:51:32, time: 1.450, data_time: 0.008, memory: 16628, top1_acc: 0.6138, top5_acc: 0.8080, loss_cls: 1.6483, loss: 1.6483, grad_norm: 4.6286 2021-01-28 14:20:57,498 - mmaction - INFO - Epoch [224][700/2147] lr: 8.089e-03, eta: 1 day, 8:50:58, time: 1.515, data_time: 0.003, memory: 16628, top1_acc: 0.5871, top5_acc: 0.8107, loss_cls: 1.6874, loss: 1.6874, grad_norm: 4.8639 2021-01-28 14:21:28,872 - mmaction - INFO - Epoch [224][720/2147] lr: 8.089e-03, eta: 1 day, 8:50:23, time: 1.568, data_time: 0.005, memory: 16628, top1_acc: 0.6080, top5_acc: 0.8116, loss_cls: 1.6978, loss: 1.6978, grad_norm: 4.8789 2021-01-28 14:21:59,833 - mmaction - INFO - Epoch [224][740/2147] lr: 8.089e-03, eta: 1 day, 8:49:49, time: 1.547, data_time: 0.004, memory: 16628, top1_acc: 0.6205, top5_acc: 0.8170, loss_cls: 1.6475, loss: 1.6475, grad_norm: 4.8131 2021-01-28 14:22:28,460 - mmaction - INFO - Epoch [224][760/2147] lr: 8.089e-03, eta: 1 day, 8:49:15, time: 1.433, data_time: 0.003, memory: 16628, top1_acc: 0.5839, top5_acc: 0.8000, loss_cls: 1.7736, loss: 1.7736, grad_norm: 4.9479 2021-01-28 14:22:58,722 - mmaction - INFO - Epoch [224][780/2147] lr: 8.089e-03, eta: 1 day, 8:48:41, time: 1.511, data_time: 0.017, memory: 16628, top1_acc: 0.6013, top5_acc: 0.8018, loss_cls: 1.6769, loss: 1.6769, grad_norm: 4.8593 2021-01-28 14:23:27,798 - mmaction - INFO - Epoch [224][800/2147] lr: 8.089e-03, eta: 1 day, 8:48:06, time: 1.456, data_time: 0.007, memory: 16628, top1_acc: 0.6125, top5_acc: 0.8089, loss_cls: 1.6804, loss: 1.6804, grad_norm: 4.7569 2021-01-28 14:23:57,518 - mmaction - INFO - Epoch [224][820/2147] lr: 8.089e-03, eta: 1 day, 8:47:32, time: 1.475, data_time: 0.002, memory: 16628, top1_acc: 0.6103, top5_acc: 0.8272, loss_cls: 1.6122, loss: 1.6122, grad_norm: 4.7642 2021-01-28 14:24:27,412 - mmaction - INFO - Epoch [224][840/2147] lr: 8.089e-03, eta: 1 day, 8:46:58, time: 1.504, data_time: 0.014, memory: 16628, top1_acc: 0.5902, top5_acc: 0.8027, loss_cls: 1.7569, loss: 1.7569, grad_norm: 4.8643 2021-01-28 14:24:58,708 - mmaction - INFO - Epoch [224][860/2147] lr: 8.089e-03, eta: 1 day, 8:46:24, time: 1.565, data_time: 0.004, memory: 16628, top1_acc: 0.6089, top5_acc: 0.8112, loss_cls: 1.6686, loss: 1.6686, grad_norm: 4.8072 2021-01-28 14:25:28,923 - mmaction - INFO - Epoch [224][880/2147] lr: 8.089e-03, eta: 1 day, 8:45:49, time: 1.512, data_time: 0.010, memory: 16628, top1_acc: 0.5929, top5_acc: 0.7991, loss_cls: 1.7285, loss: 1.7285, grad_norm: 4.7686 2021-01-28 14:25:59,890 - mmaction - INFO - Epoch [224][900/2147] lr: 8.089e-03, eta: 1 day, 8:45:15, time: 1.548, data_time: 0.001, memory: 16628, top1_acc: 0.6058, top5_acc: 0.8179, loss_cls: 1.7114, loss: 1.7114, grad_norm: 4.8649 2021-01-28 14:26:30,041 - mmaction - INFO - Epoch [224][920/2147] lr: 8.089e-03, eta: 1 day, 8:44:41, time: 1.508, data_time: 0.002, memory: 16628, top1_acc: 0.6094, top5_acc: 0.8049, loss_cls: 1.6978, loss: 1.6978, grad_norm: 4.7272 2021-01-28 14:26:59,754 - mmaction - INFO - Epoch [224][940/2147] lr: 8.089e-03, eta: 1 day, 8:44:07, time: 1.485, data_time: 0.002, memory: 16628, top1_acc: 0.6004, top5_acc: 0.7969, loss_cls: 1.7177, loss: 1.7177, grad_norm: 4.8334 2021-01-28 14:27:31,472 - mmaction - INFO - Epoch [224][960/2147] lr: 8.089e-03, eta: 1 day, 8:43:33, time: 1.584, data_time: 0.006, memory: 16628, top1_acc: 0.6054, top5_acc: 0.8085, loss_cls: 1.6684, loss: 1.6684, grad_norm: 4.8432 2021-01-28 14:28:05,387 - mmaction - INFO - Epoch [224][980/2147] lr: 8.089e-03, eta: 1 day, 8:42:59, time: 1.695, data_time: 0.004, memory: 16628, top1_acc: 0.5969, top5_acc: 0.8183, loss_cls: 1.6926, loss: 1.6926, grad_norm: 4.9057 2021-01-28 14:28:36,268 - mmaction - INFO - Epoch [224][1000/2147] lr: 8.089e-03, eta: 1 day, 8:42:25, time: 1.538, data_time: 0.005, memory: 16628, top1_acc: 0.6161, top5_acc: 0.8286, loss_cls: 1.6189, loss: 1.6189, grad_norm: 4.6833 2021-01-28 14:29:06,695 - mmaction - INFO - Epoch [224][1020/2147] lr: 8.089e-03, eta: 1 day, 8:41:51, time: 1.529, data_time: 0.012, memory: 16628, top1_acc: 0.6036, top5_acc: 0.8116, loss_cls: 1.6751, loss: 1.6751, grad_norm: 4.8327 2021-01-28 14:29:35,620 - mmaction - INFO - Epoch [224][1040/2147] lr: 8.089e-03, eta: 1 day, 8:41:16, time: 1.444, data_time: 0.010, memory: 16628, top1_acc: 0.5866, top5_acc: 0.8045, loss_cls: 1.7258, loss: 1.7258, grad_norm: 4.9045 2021-01-28 14:30:04,913 - mmaction - INFO - Epoch [224][1060/2147] lr: 8.089e-03, eta: 1 day, 8:40:42, time: 1.465, data_time: 0.004, memory: 16628, top1_acc: 0.5942, top5_acc: 0.8076, loss_cls: 1.7241, loss: 1.7241, grad_norm: 4.8602 2021-01-28 14:30:34,964 - mmaction - INFO - Epoch [224][1080/2147] lr: 8.089e-03, eta: 1 day, 8:40:08, time: 1.504, data_time: 0.004, memory: 16628, top1_acc: 0.5946, top5_acc: 0.7996, loss_cls: 1.7431, loss: 1.7431, grad_norm: 4.8303 2021-01-28 14:31:04,710 - mmaction - INFO - Epoch [224][1100/2147] lr: 8.089e-03, eta: 1 day, 8:39:33, time: 1.487, data_time: 0.002, memory: 16628, top1_acc: 0.5862, top5_acc: 0.8121, loss_cls: 1.7179, loss: 1.7179, grad_norm: 4.9333 2021-01-28 14:31:37,327 - mmaction - INFO - Epoch [224][1120/2147] lr: 8.089e-03, eta: 1 day, 8:39:00, time: 1.630, data_time: 0.008, memory: 16628, top1_acc: 0.6009, top5_acc: 0.8071, loss_cls: 1.6531, loss: 1.6531, grad_norm: 4.8479 2021-01-28 14:32:10,035 - mmaction - INFO - Epoch [224][1140/2147] lr: 8.089e-03, eta: 1 day, 8:38:26, time: 1.635, data_time: 0.006, memory: 16628, top1_acc: 0.6058, top5_acc: 0.8040, loss_cls: 1.6864, loss: 1.6864, grad_norm: 4.9062 2021-01-28 14:32:41,060 - mmaction - INFO - Epoch [224][1160/2147] lr: 8.089e-03, eta: 1 day, 8:37:52, time: 1.551, data_time: 0.007, memory: 16628, top1_acc: 0.5987, top5_acc: 0.8125, loss_cls: 1.6657, loss: 1.6657, grad_norm: 4.7001 2021-01-28 14:33:12,096 - mmaction - INFO - Epoch [224][1180/2147] lr: 8.089e-03, eta: 1 day, 8:37:18, time: 1.553, data_time: 0.006, memory: 16628, top1_acc: 0.5911, top5_acc: 0.8036, loss_cls: 1.7471, loss: 1.7471, grad_norm: 4.8345 2021-01-28 14:33:40,840 - mmaction - INFO - Epoch [224][1200/2147] lr: 8.089e-03, eta: 1 day, 8:36:43, time: 1.435, data_time: 0.006, memory: 16628, top1_acc: 0.6138, top5_acc: 0.8165, loss_cls: 1.6479, loss: 1.6479, grad_norm: 4.7367 2021-01-28 14:34:11,868 - mmaction - INFO - Epoch [224][1220/2147] lr: 8.089e-03, eta: 1 day, 8:36:09, time: 1.547, data_time: 0.006, memory: 16628, top1_acc: 0.5848, top5_acc: 0.7937, loss_cls: 1.7832, loss: 1.7832, grad_norm: 4.9468 2021-01-28 14:34:40,660 - mmaction - INFO - Epoch [224][1240/2147] lr: 8.089e-03, eta: 1 day, 8:35:35, time: 1.447, data_time: 0.012, memory: 16628, top1_acc: 0.6125, top5_acc: 0.8045, loss_cls: 1.6599, loss: 1.6599, grad_norm: 4.7933 2021-01-28 14:35:10,776 - mmaction - INFO - Epoch [224][1260/2147] lr: 8.089e-03, eta: 1 day, 8:35:00, time: 1.505, data_time: 0.002, memory: 16628, top1_acc: 0.6031, top5_acc: 0.8179, loss_cls: 1.6401, loss: 1.6401, grad_norm: 4.8735 2021-01-28 14:35:40,421 - mmaction - INFO - Epoch [224][1280/2147] lr: 8.089e-03, eta: 1 day, 8:34:26, time: 1.483, data_time: 0.003, memory: 16628, top1_acc: 0.5982, top5_acc: 0.8058, loss_cls: 1.6893, loss: 1.6893, grad_norm: 5.0504 2021-01-28 14:36:11,173 - mmaction - INFO - Epoch [224][1300/2147] lr: 8.089e-03, eta: 1 day, 8:33:52, time: 1.538, data_time: 0.002, memory: 16628, top1_acc: 0.5777, top5_acc: 0.8009, loss_cls: 1.7521, loss: 1.7521, grad_norm: 5.0438 2021-01-28 14:36:51,111 - mmaction - INFO - Epoch [224][1320/2147] lr: 8.089e-03, eta: 1 day, 8:33:19, time: 1.995, data_time: 0.001, memory: 16628, top1_acc: 0.6049, top5_acc: 0.8089, loss_cls: 1.7001, loss: 1.7001, grad_norm: 4.8358 2021-01-28 14:37:20,059 - mmaction - INFO - Epoch [224][1340/2147] lr: 8.089e-03, eta: 1 day, 8:32:45, time: 1.448, data_time: 0.003, memory: 16628, top1_acc: 0.5862, top5_acc: 0.8045, loss_cls: 1.7467, loss: 1.7467, grad_norm: 4.8778 2021-01-28 14:37:51,240 - mmaction - INFO - Epoch [224][1360/2147] lr: 8.089e-03, eta: 1 day, 8:32:11, time: 1.559, data_time: 0.006, memory: 16628, top1_acc: 0.5973, top5_acc: 0.8107, loss_cls: 1.6923, loss: 1.6923, grad_norm: 4.9336 2021-01-28 14:38:21,934 - mmaction - INFO - Epoch [224][1380/2147] lr: 8.089e-03, eta: 1 day, 8:31:36, time: 1.535, data_time: 0.027, memory: 16628, top1_acc: 0.6161, top5_acc: 0.8121, loss_cls: 1.6762, loss: 1.6762, grad_norm: 4.7537 2021-01-28 14:38:51,561 - mmaction - INFO - Epoch [224][1400/2147] lr: 8.089e-03, eta: 1 day, 8:31:02, time: 1.479, data_time: 0.001, memory: 16628, top1_acc: 0.5933, top5_acc: 0.8031, loss_cls: 1.7297, loss: 1.7297, grad_norm: 4.9165 2021-01-28 14:39:22,501 - mmaction - INFO - Epoch [224][1420/2147] lr: 8.089e-03, eta: 1 day, 8:30:28, time: 1.549, data_time: 0.003, memory: 16628, top1_acc: 0.6018, top5_acc: 0.8089, loss_cls: 1.7097, loss: 1.7097, grad_norm: 4.8396 2021-01-28 14:39:54,737 - mmaction - INFO - Epoch [224][1440/2147] lr: 8.089e-03, eta: 1 day, 8:29:54, time: 1.611, data_time: 0.010, memory: 16628, top1_acc: 0.5929, top5_acc: 0.8071, loss_cls: 1.7019, loss: 1.7019, grad_norm: 4.9308 2021-01-28 14:40:23,486 - mmaction - INFO - Epoch [224][1460/2147] lr: 8.089e-03, eta: 1 day, 8:29:20, time: 1.437, data_time: 0.010, memory: 16628, top1_acc: 0.6062, top5_acc: 0.8058, loss_cls: 1.6840, loss: 1.6840, grad_norm: 4.7589 2021-01-28 14:40:54,424 - mmaction - INFO - Epoch [224][1480/2147] lr: 8.089e-03, eta: 1 day, 8:28:46, time: 1.548, data_time: 0.005, memory: 16628, top1_acc: 0.6058, top5_acc: 0.8161, loss_cls: 1.6658, loss: 1.6658, grad_norm: 4.8876 2021-01-28 14:41:23,527 - mmaction - INFO - Epoch [224][1500/2147] lr: 8.089e-03, eta: 1 day, 8:28:11, time: 1.454, data_time: 0.004, memory: 16628, top1_acc: 0.5924, top5_acc: 0.8165, loss_cls: 1.6816, loss: 1.6816, grad_norm: 4.8310 2021-01-28 14:41:53,425 - mmaction - INFO - Epoch [224][1520/2147] lr: 8.089e-03, eta: 1 day, 8:27:37, time: 1.495, data_time: 0.005, memory: 16628, top1_acc: 0.5915, top5_acc: 0.8103, loss_cls: 1.7092, loss: 1.7092, grad_norm: 4.8579 2021-01-28 14:42:22,030 - mmaction - INFO - Epoch [224][1540/2147] lr: 8.089e-03, eta: 1 day, 8:27:03, time: 1.430, data_time: 0.003, memory: 16628, top1_acc: 0.5813, top5_acc: 0.7960, loss_cls: 1.7520, loss: 1.7520, grad_norm: 4.9326 2021-01-28 14:42:52,798 - mmaction - INFO - Epoch [224][1560/2147] lr: 8.089e-03, eta: 1 day, 8:26:28, time: 1.540, data_time: 0.004, memory: 16628, top1_acc: 0.6045, top5_acc: 0.8134, loss_cls: 1.6766, loss: 1.6766, grad_norm: 4.8384 2021-01-28 14:43:21,547 - mmaction - INFO - Epoch [224][1580/2147] lr: 8.089e-03, eta: 1 day, 8:25:54, time: 1.438, data_time: 0.001, memory: 16628, top1_acc: 0.5929, top5_acc: 0.8121, loss_cls: 1.6795, loss: 1.6795, grad_norm: 4.8810 2021-01-28 14:43:52,338 - mmaction - INFO - Epoch [224][1600/2147] lr: 8.089e-03, eta: 1 day, 8:25:20, time: 1.540, data_time: 0.054, memory: 16628, top1_acc: 0.6054, top5_acc: 0.8121, loss_cls: 1.6820, loss: 1.6820, grad_norm: 4.9107 2021-01-28 14:44:21,157 - mmaction - INFO - Epoch [224][1620/2147] lr: 8.089e-03, eta: 1 day, 8:24:45, time: 1.441, data_time: 0.001, memory: 16628, top1_acc: 0.6004, top5_acc: 0.8121, loss_cls: 1.6603, loss: 1.6603, grad_norm: 4.8466 2021-01-28 14:44:49,747 - mmaction - INFO - Epoch [224][1640/2147] lr: 8.089e-03, eta: 1 day, 8:24:11, time: 1.429, data_time: 0.001, memory: 16628, top1_acc: 0.5987, top5_acc: 0.8063, loss_cls: 1.7174, loss: 1.7174, grad_norm: 4.8623 2021-01-28 14:45:19,932 - mmaction - INFO - Epoch [224][1660/2147] lr: 8.089e-03, eta: 1 day, 8:23:37, time: 1.509, data_time: 0.004, memory: 16628, top1_acc: 0.6121, top5_acc: 0.8071, loss_cls: 1.6968, loss: 1.6968, grad_norm: 4.8828 2021-01-28 14:45:50,674 - mmaction - INFO - Epoch [224][1680/2147] lr: 8.089e-03, eta: 1 day, 8:23:03, time: 1.537, data_time: 0.003, memory: 16628, top1_acc: 0.5813, top5_acc: 0.7955, loss_cls: 1.7366, loss: 1.7366, grad_norm: 4.8436 2021-01-28 14:46:21,312 - mmaction - INFO - Epoch [224][1700/2147] lr: 8.089e-03, eta: 1 day, 8:22:28, time: 1.531, data_time: 0.001, memory: 16628, top1_acc: 0.5973, top5_acc: 0.8063, loss_cls: 1.7286, loss: 1.7286, grad_norm: 4.9462 2021-01-28 14:46:53,090 - mmaction - INFO - Epoch [224][1720/2147] lr: 8.089e-03, eta: 1 day, 8:21:55, time: 1.590, data_time: 0.003, memory: 16628, top1_acc: 0.5911, top5_acc: 0.8165, loss_cls: 1.6902, loss: 1.6902, grad_norm: 4.8893 2021-01-28 14:47:24,218 - mmaction - INFO - Epoch [224][1740/2147] lr: 8.089e-03, eta: 1 day, 8:21:20, time: 1.556, data_time: 0.006, memory: 16628, top1_acc: 0.6049, top5_acc: 0.8040, loss_cls: 1.7119, loss: 1.7119, grad_norm: 4.8182 2021-01-28 14:47:54,781 - mmaction - INFO - Epoch [224][1760/2147] lr: 8.089e-03, eta: 1 day, 8:20:46, time: 1.528, data_time: 0.018, memory: 16628, top1_acc: 0.6098, top5_acc: 0.8138, loss_cls: 1.6702, loss: 1.6702, grad_norm: 4.8396 2021-01-28 14:48:23,616 - mmaction - INFO - Epoch [224][1780/2147] lr: 8.089e-03, eta: 1 day, 8:20:12, time: 1.442, data_time: 0.006, memory: 16628, top1_acc: 0.5929, top5_acc: 0.8018, loss_cls: 1.7228, loss: 1.7228, grad_norm: 4.7879 2021-01-28 14:48:55,881 - mmaction - INFO - Epoch [224][1800/2147] lr: 8.089e-03, eta: 1 day, 8:19:38, time: 1.612, data_time: 0.002, memory: 16628, top1_acc: 0.5884, top5_acc: 0.7955, loss_cls: 1.7437, loss: 1.7437, grad_norm: 4.9060 2021-01-28 14:49:27,359 - mmaction - INFO - Epoch [224][1820/2147] lr: 8.089e-03, eta: 1 day, 8:19:04, time: 1.575, data_time: 0.002, memory: 16628, top1_acc: 0.5933, top5_acc: 0.8040, loss_cls: 1.7094, loss: 1.7094, grad_norm: 4.8201 2021-01-28 14:49:57,445 - mmaction - INFO - Epoch [224][1840/2147] lr: 8.089e-03, eta: 1 day, 8:18:30, time: 1.502, data_time: 0.007, memory: 16628, top1_acc: 0.6098, top5_acc: 0.8112, loss_cls: 1.6993, loss: 1.6993, grad_norm: 4.9106 2021-01-28 14:50:28,585 - mmaction - INFO - Epoch [224][1860/2147] lr: 8.089e-03, eta: 1 day, 8:17:56, time: 1.552, data_time: 0.003, memory: 16628, top1_acc: 0.6036, top5_acc: 0.8009, loss_cls: 1.7248, loss: 1.7248, grad_norm: 4.8597 2021-01-28 14:50:57,545 - mmaction - INFO - Epoch [224][1880/2147] lr: 8.089e-03, eta: 1 day, 8:17:21, time: 1.455, data_time: 0.011, memory: 16628, top1_acc: 0.6125, top5_acc: 0.8165, loss_cls: 1.6298, loss: 1.6298, grad_norm: 4.7112 2021-01-28 14:51:26,722 - mmaction - INFO - Epoch [224][1900/2147] lr: 8.089e-03, eta: 1 day, 8:16:47, time: 1.459, data_time: 0.003, memory: 16628, top1_acc: 0.5946, top5_acc: 0.8156, loss_cls: 1.6812, loss: 1.6812, grad_norm: 4.9064 2021-01-28 14:52:04,348 - mmaction - INFO - Epoch [224][1920/2147] lr: 8.089e-03, eta: 1 day, 8:16:14, time: 1.878, data_time: 0.002, memory: 16628, top1_acc: 0.6045, top5_acc: 0.8112, loss_cls: 1.6900, loss: 1.6900, grad_norm: 4.8298 2021-01-28 14:52:33,634 - mmaction - INFO - Epoch [224][1940/2147] lr: 8.089e-03, eta: 1 day, 8:15:39, time: 1.467, data_time: 0.008, memory: 16628, top1_acc: 0.5978, top5_acc: 0.8058, loss_cls: 1.7130, loss: 1.7130, grad_norm: 4.8586 2021-01-28 14:53:06,007 - mmaction - INFO - Epoch [224][1960/2147] lr: 8.089e-03, eta: 1 day, 8:15:05, time: 1.617, data_time: 0.001, memory: 16628, top1_acc: 0.6228, top5_acc: 0.8156, loss_cls: 1.6348, loss: 1.6348, grad_norm: 4.8230 2021-01-28 14:53:35,602 - mmaction - INFO - Epoch [224][1980/2147] lr: 8.089e-03, eta: 1 day, 8:14:31, time: 1.479, data_time: 0.003, memory: 16628, top1_acc: 0.6223, top5_acc: 0.8147, loss_cls: 1.6240, loss: 1.6240, grad_norm: 4.6858 2021-01-28 14:54:06,580 - mmaction - INFO - Epoch [224][2000/2147] lr: 8.089e-03, eta: 1 day, 8:13:57, time: 1.549, data_time: 0.006, memory: 16628, top1_acc: 0.6152, top5_acc: 0.8121, loss_cls: 1.6936, loss: 1.6936, grad_norm: 4.7506 2021-01-28 14:54:36,996 - mmaction - INFO - Epoch [224][2020/2147] lr: 8.089e-03, eta: 1 day, 8:13:23, time: 1.521, data_time: 0.003, memory: 16628, top1_acc: 0.5942, top5_acc: 0.7996, loss_cls: 1.6978, loss: 1.6978, grad_norm: 4.8531 2021-01-28 14:55:07,233 - mmaction - INFO - Epoch [224][2040/2147] lr: 8.089e-03, eta: 1 day, 8:12:49, time: 1.511, data_time: 0.004, memory: 16628, top1_acc: 0.5790, top5_acc: 0.7821, loss_cls: 1.7763, loss: 1.7763, grad_norm: 5.0144 2021-01-28 14:55:35,829 - mmaction - INFO - Epoch [224][2060/2147] lr: 8.089e-03, eta: 1 day, 8:12:14, time: 1.433, data_time: 0.004, memory: 16628, top1_acc: 0.5871, top5_acc: 0.7969, loss_cls: 1.7705, loss: 1.7705, grad_norm: 4.8712 2021-01-28 14:56:06,097 - mmaction - INFO - Epoch [224][2080/2147] lr: 8.089e-03, eta: 1 day, 8:11:40, time: 1.511, data_time: 0.002, memory: 16628, top1_acc: 0.5920, top5_acc: 0.8112, loss_cls: 1.7228, loss: 1.7228, grad_norm: 4.8788 2021-01-28 14:56:35,000 - mmaction - INFO - Epoch [224][2100/2147] lr: 8.089e-03, eta: 1 day, 8:11:06, time: 1.448, data_time: 0.003, memory: 16628, top1_acc: 0.6089, top5_acc: 0.8129, loss_cls: 1.6513, loss: 1.6513, grad_norm: 4.7868 2021-01-28 14:57:08,224 - mmaction - INFO - Epoch [224][2120/2147] lr: 8.089e-03, eta: 1 day, 8:10:32, time: 1.659, data_time: 0.035, memory: 16628, top1_acc: 0.5911, top5_acc: 0.8080, loss_cls: 1.7302, loss: 1.7302, grad_norm: 4.8081 2021-01-28 14:57:38,773 - mmaction - INFO - Epoch [224][2140/2147] lr: 8.089e-03, eta: 1 day, 8:09:58, time: 1.529, data_time: 0.003, memory: 16628, top1_acc: 0.5978, top5_acc: 0.8054, loss_cls: 1.7349, loss: 1.7349, grad_norm: 4.8217 2021-01-28 14:58:10,742 - mmaction - INFO - Saving checkpoint at 224 epochs 2021-01-28 15:03:20,713 - mmaction - INFO - Epoch [225][20/2147] lr: 7.612e-03, eta: 1 day, 8:09:50, time: 15.426, data_time: 13.766, memory: 16628, top1_acc: 0.6250, top5_acc: 0.8112, loss_cls: 1.6122, loss: 1.6122, grad_norm: 4.8468 2021-01-28 15:03:51,192 - mmaction - INFO - Epoch [225][40/2147] lr: 7.612e-03, eta: 1 day, 8:09:16, time: 1.526, data_time: 0.005, memory: 16628, top1_acc: 0.6080, top5_acc: 0.8147, loss_cls: 1.6651, loss: 1.6651, grad_norm: 4.8402 2021-01-28 15:04:21,034 - mmaction - INFO - Epoch [225][60/2147] lr: 7.612e-03, eta: 1 day, 8:08:41, time: 1.491, data_time: 0.003, memory: 16628, top1_acc: 0.6036, top5_acc: 0.8116, loss_cls: 1.6597, loss: 1.6597, grad_norm: 4.9297 2021-01-28 15:04:53,283 - mmaction - INFO - Epoch [225][80/2147] lr: 7.612e-03, eta: 1 day, 8:08:07, time: 1.614, data_time: 0.003, memory: 16628, top1_acc: 0.6147, top5_acc: 0.8116, loss_cls: 1.6777, loss: 1.6777, grad_norm: 4.8531 2021-01-28 15:05:23,515 - mmaction - INFO - Epoch [225][100/2147] lr: 7.612e-03, eta: 1 day, 8:07:33, time: 1.513, data_time: 0.004, memory: 16628, top1_acc: 0.6129, top5_acc: 0.8201, loss_cls: 1.6485, loss: 1.6485, grad_norm: 4.8221 2021-01-28 15:05:53,097 - mmaction - INFO - Epoch [225][120/2147] lr: 7.612e-03, eta: 1 day, 8:06:59, time: 1.478, data_time: 0.005, memory: 16628, top1_acc: 0.6071, top5_acc: 0.8112, loss_cls: 1.6761, loss: 1.6761, grad_norm: 4.8591 2021-01-28 15:06:23,467 - mmaction - INFO - Epoch [225][140/2147] lr: 7.612e-03, eta: 1 day, 8:06:25, time: 1.518, data_time: 0.010, memory: 16628, top1_acc: 0.5897, top5_acc: 0.8085, loss_cls: 1.7057, loss: 1.7057, grad_norm: 4.8558 2021-01-28 15:06:56,961 - mmaction - INFO - Epoch [225][160/2147] lr: 7.612e-03, eta: 1 day, 8:05:51, time: 1.674, data_time: 0.146, memory: 16628, top1_acc: 0.5982, top5_acc: 0.8112, loss_cls: 1.6726, loss: 1.6726, grad_norm: 4.8830 2021-01-28 15:07:25,882 - mmaction - INFO - Epoch [225][180/2147] lr: 7.612e-03, eta: 1 day, 8:05:17, time: 1.447, data_time: 0.007, memory: 16628, top1_acc: 0.6174, top5_acc: 0.8299, loss_cls: 1.6365, loss: 1.6365, grad_norm: 4.9629 2021-01-28 15:07:58,213 - mmaction - INFO - Epoch [225][200/2147] lr: 7.612e-03, eta: 1 day, 8:04:43, time: 1.615, data_time: 0.007, memory: 16628, top1_acc: 0.6080, top5_acc: 0.8161, loss_cls: 1.6549, loss: 1.6549, grad_norm: 4.9523 2021-01-28 15:08:28,046 - mmaction - INFO - Epoch [225][220/2147] lr: 7.612e-03, eta: 1 day, 8:04:08, time: 1.493, data_time: 0.016, memory: 16628, top1_acc: 0.6036, top5_acc: 0.8134, loss_cls: 1.6846, loss: 1.6846, grad_norm: 4.9134 2021-01-28 15:08:59,487 - mmaction - INFO - Epoch [225][240/2147] lr: 7.612e-03, eta: 1 day, 8:03:34, time: 1.573, data_time: 0.006, memory: 16628, top1_acc: 0.6045, top5_acc: 0.7964, loss_cls: 1.7285, loss: 1.7285, grad_norm: 4.9406 2021-01-28 15:09:28,624 - mmaction - INFO - Epoch [225][260/2147] lr: 7.612e-03, eta: 1 day, 8:03:00, time: 1.455, data_time: 0.002, memory: 16628, top1_acc: 0.5866, top5_acc: 0.8116, loss_cls: 1.6865, loss: 1.6865, grad_norm: 4.9406 2021-01-28 15:09:59,009 - mmaction - INFO - Epoch [225][280/2147] lr: 7.612e-03, eta: 1 day, 8:02:26, time: 1.518, data_time: 0.003, memory: 16628, top1_acc: 0.6062, top5_acc: 0.8165, loss_cls: 1.6773, loss: 1.6773, grad_norm: 4.8548 2021-01-28 15:10:28,728 - mmaction - INFO - Epoch [225][300/2147] lr: 7.612e-03, eta: 1 day, 8:01:52, time: 1.486, data_time: 0.012, memory: 16628, top1_acc: 0.6000, top5_acc: 0.8103, loss_cls: 1.6591, loss: 1.6591, grad_norm: 4.8936 2021-01-28 15:10:58,750 - mmaction - INFO - Epoch [225][320/2147] lr: 7.612e-03, eta: 1 day, 8:01:17, time: 1.499, data_time: 0.006, memory: 16628, top1_acc: 0.6062, top5_acc: 0.8103, loss_cls: 1.6552, loss: 1.6552, grad_norm: 4.8736 2021-01-28 15:11:28,878 - mmaction - INFO - Epoch [225][340/2147] lr: 7.612e-03, eta: 1 day, 8:00:43, time: 1.508, data_time: 0.011, memory: 16628, top1_acc: 0.6129, top5_acc: 0.8223, loss_cls: 1.6095, loss: 1.6095, grad_norm: 4.8254 2021-01-28 15:12:00,608 - mmaction - INFO - Epoch [225][360/2147] lr: 7.612e-03, eta: 1 day, 8:00:09, time: 1.587, data_time: 0.004, memory: 16628, top1_acc: 0.6080, top5_acc: 0.8183, loss_cls: 1.6455, loss: 1.6455, grad_norm: 4.8743 2021-01-28 15:12:29,811 - mmaction - INFO - Epoch [225][380/2147] lr: 7.612e-03, eta: 1 day, 7:59:35, time: 1.462, data_time: 0.003, memory: 16628, top1_acc: 0.6192, top5_acc: 0.8259, loss_cls: 1.5612, loss: 1.5612, grad_norm: 4.7794 2021-01-28 15:13:00,707 - mmaction - INFO - Epoch [225][400/2147] lr: 7.612e-03, eta: 1 day, 7:59:01, time: 1.544, data_time: 0.002, memory: 16628, top1_acc: 0.6094, top5_acc: 0.8018, loss_cls: 1.6869, loss: 1.6869, grad_norm: 4.8445 2021-01-28 15:13:29,936 - mmaction - INFO - Epoch [225][420/2147] lr: 7.612e-03, eta: 1 day, 7:58:26, time: 1.458, data_time: 0.006, memory: 16628, top1_acc: 0.6058, top5_acc: 0.8036, loss_cls: 1.6756, loss: 1.6756, grad_norm: 4.8678 2021-01-28 15:13:58,910 - mmaction - INFO - Epoch [225][440/2147] lr: 7.612e-03, eta: 1 day, 7:57:52, time: 1.454, data_time: 0.009, memory: 16628, top1_acc: 0.6152, top5_acc: 0.8179, loss_cls: 1.6278, loss: 1.6278, grad_norm: 4.8512 2021-01-28 15:14:29,780 - mmaction - INFO - Epoch [225][460/2147] lr: 7.612e-03, eta: 1 day, 7:57:18, time: 1.543, data_time: 0.012, memory: 16628, top1_acc: 0.6054, top5_acc: 0.8152, loss_cls: 1.6537, loss: 1.6537, grad_norm: 4.8021 2021-01-28 15:14:58,803 - mmaction - INFO - Epoch [225][480/2147] lr: 7.612e-03, eta: 1 day, 7:56:43, time: 1.451, data_time: 0.004, memory: 16628, top1_acc: 0.6188, top5_acc: 0.8165, loss_cls: 1.6177, loss: 1.6177, grad_norm: 4.7399 2021-01-28 15:15:27,395 - mmaction - INFO - Epoch [225][500/2147] lr: 7.612e-03, eta: 1 day, 7:56:09, time: 1.427, data_time: 0.004, memory: 16628, top1_acc: 0.6076, top5_acc: 0.8067, loss_cls: 1.6551, loss: 1.6551, grad_norm: 4.8807 2021-01-28 15:15:56,346 - mmaction - INFO - Epoch [225][520/2147] lr: 7.612e-03, eta: 1 day, 7:55:35, time: 1.447, data_time: 0.009, memory: 16628, top1_acc: 0.5982, top5_acc: 0.8094, loss_cls: 1.6762, loss: 1.6762, grad_norm: 4.8635 2021-01-28 15:16:28,631 - mmaction - INFO - Epoch [225][540/2147] lr: 7.612e-03, eta: 1 day, 7:55:01, time: 1.615, data_time: 0.004, memory: 16628, top1_acc: 0.6058, top5_acc: 0.8112, loss_cls: 1.6659, loss: 1.6659, grad_norm: 4.9011 2021-01-28 15:16:57,356 - mmaction - INFO - Epoch [225][560/2147] lr: 7.612e-03, eta: 1 day, 7:54:26, time: 1.437, data_time: 0.005, memory: 16628, top1_acc: 0.6138, top5_acc: 0.8094, loss_cls: 1.6586, loss: 1.6586, grad_norm: 4.9501 2021-01-28 15:17:26,001 - mmaction - INFO - Epoch [225][580/2147] lr: 7.612e-03, eta: 1 day, 7:53:52, time: 1.431, data_time: 0.006, memory: 16628, top1_acc: 0.6040, top5_acc: 0.8187, loss_cls: 1.6456, loss: 1.6456, grad_norm: 4.8966 2021-01-28 15:17:54,859 - mmaction - INFO - Epoch [225][600/2147] lr: 7.612e-03, eta: 1 day, 7:53:17, time: 1.444, data_time: 0.003, memory: 16628, top1_acc: 0.6018, top5_acc: 0.8129, loss_cls: 1.6765, loss: 1.6765, grad_norm: 5.0046 2021-01-28 15:18:25,438 - mmaction - INFO - Epoch [225][620/2147] lr: 7.612e-03, eta: 1 day, 7:52:43, time: 1.528, data_time: 0.003, memory: 16628, top1_acc: 0.6013, top5_acc: 0.8031, loss_cls: 1.6990, loss: 1.6990, grad_norm: 4.8790 2021-01-28 15:18:56,202 - mmaction - INFO - Epoch [225][640/2147] lr: 7.612e-03, eta: 1 day, 7:52:09, time: 1.538, data_time: 0.005, memory: 16628, top1_acc: 0.6205, top5_acc: 0.8339, loss_cls: 1.6053, loss: 1.6053, grad_norm: 4.8278 2021-01-28 15:19:25,230 - mmaction - INFO - Epoch [225][660/2147] lr: 7.612e-03, eta: 1 day, 7:51:35, time: 1.451, data_time: 0.008, memory: 16628, top1_acc: 0.5911, top5_acc: 0.8076, loss_cls: 1.7046, loss: 1.7046, grad_norm: 5.0713 2021-01-28 15:19:54,170 - mmaction - INFO - Epoch [225][680/2147] lr: 7.612e-03, eta: 1 day, 7:51:00, time: 1.451, data_time: 0.007, memory: 16628, top1_acc: 0.5996, top5_acc: 0.8116, loss_cls: 1.6775, loss: 1.6775, grad_norm: 5.0244 2021-01-28 15:20:22,666 - mmaction - INFO - Epoch [225][700/2147] lr: 7.612e-03, eta: 1 day, 7:50:26, time: 1.425, data_time: 0.002, memory: 16628, top1_acc: 0.6076, top5_acc: 0.8134, loss_cls: 1.6628, loss: 1.6628, grad_norm: 4.9149 2021-01-28 15:20:54,978 - mmaction - INFO - Epoch [225][720/2147] lr: 7.612e-03, eta: 1 day, 7:49:52, time: 1.616, data_time: 0.019, memory: 16628, top1_acc: 0.6062, top5_acc: 0.8179, loss_cls: 1.6514, loss: 1.6514, grad_norm: 4.9149 2021-01-28 15:21:24,131 - mmaction - INFO - Epoch [225][740/2147] lr: 7.612e-03, eta: 1 day, 7:49:18, time: 1.458, data_time: 0.003, memory: 16628, top1_acc: 0.6089, top5_acc: 0.7973, loss_cls: 1.6731, loss: 1.6731, grad_norm: 4.8280 2021-01-28 15:21:53,466 - mmaction - INFO - Epoch [225][760/2147] lr: 7.612e-03, eta: 1 day, 7:48:43, time: 1.466, data_time: 0.001, memory: 16628, top1_acc: 0.6125, top5_acc: 0.8125, loss_cls: 1.6767, loss: 1.6767, grad_norm: 4.9415 2021-01-28 15:22:21,915 - mmaction - INFO - Epoch [225][780/2147] lr: 7.612e-03, eta: 1 day, 7:48:09, time: 1.423, data_time: 0.005, memory: 16628, top1_acc: 0.6183, top5_acc: 0.8129, loss_cls: 1.6123, loss: 1.6123, grad_norm: 4.8092 2021-01-28 15:22:55,929 - mmaction - INFO - Epoch [225][800/2147] lr: 7.612e-03, eta: 1 day, 7:47:35, time: 1.699, data_time: 0.075, memory: 16628, top1_acc: 0.6116, top5_acc: 0.8152, loss_cls: 1.6733, loss: 1.6733, grad_norm: 4.9366 2021-01-28 15:23:25,212 - mmaction - INFO - Epoch [225][820/2147] lr: 7.612e-03, eta: 1 day, 7:47:01, time: 1.465, data_time: 0.006, memory: 16628, top1_acc: 0.6138, top5_acc: 0.8054, loss_cls: 1.7014, loss: 1.7014, grad_norm: 4.9367 2021-01-28 15:23:53,722 - mmaction - INFO - Epoch [225][840/2147] lr: 7.612e-03, eta: 1 day, 7:46:26, time: 1.426, data_time: 0.002, memory: 16628, top1_acc: 0.5951, top5_acc: 0.8103, loss_cls: 1.6908, loss: 1.6908, grad_norm: 4.7905 2021-01-28 15:24:22,628 - mmaction - INFO - Epoch [225][860/2147] lr: 7.612e-03, eta: 1 day, 7:45:52, time: 1.446, data_time: 0.002, memory: 16628, top1_acc: 0.6009, top5_acc: 0.8107, loss_cls: 1.7180, loss: 1.7180, grad_norm: 5.1238 2021-01-28 15:24:55,461 - mmaction - INFO - Epoch [225][880/2147] lr: 7.612e-03, eta: 1 day, 7:45:18, time: 1.639, data_time: 0.005, memory: 16628, top1_acc: 0.6138, top5_acc: 0.8098, loss_cls: 1.6792, loss: 1.6792, grad_norm: 4.7746 2021-01-28 15:25:27,313 - mmaction - INFO - Epoch [225][900/2147] lr: 7.612e-03, eta: 1 day, 7:44:44, time: 1.592, data_time: 0.010, memory: 16628, top1_acc: 0.5795, top5_acc: 0.8040, loss_cls: 1.7314, loss: 1.7314, grad_norm: 5.0383 2021-01-28 15:25:58,383 - mmaction - INFO - Epoch [225][920/2147] lr: 7.612e-03, eta: 1 day, 7:44:10, time: 1.544, data_time: 0.003, memory: 16628, top1_acc: 0.6107, top5_acc: 0.8165, loss_cls: 1.6460, loss: 1.6460, grad_norm: 4.9035 2021-01-28 15:26:29,819 - mmaction - INFO - Epoch [225][940/2147] lr: 7.612e-03, eta: 1 day, 7:43:36, time: 1.583, data_time: 0.014, memory: 16628, top1_acc: 0.5996, top5_acc: 0.8089, loss_cls: 1.6843, loss: 1.6843, grad_norm: 4.8960 2021-01-28 15:27:06,450 - mmaction - INFO - Epoch [225][960/2147] lr: 7.612e-03, eta: 1 day, 7:43:03, time: 1.831, data_time: 0.002, memory: 16628, top1_acc: 0.6161, top5_acc: 0.8272, loss_cls: 1.6069, loss: 1.6069, grad_norm: 4.9788 2021-01-28 15:27:37,481 - mmaction - INFO - Epoch [225][980/2147] lr: 7.612e-03, eta: 1 day, 7:42:29, time: 1.552, data_time: 0.010, memory: 16628, top1_acc: 0.6013, top5_acc: 0.8080, loss_cls: 1.6608, loss: 1.6608, grad_norm: 4.9611 2021-01-28 15:28:10,862 - mmaction - INFO - Epoch [225][1000/2147] lr: 7.612e-03, eta: 1 day, 7:41:55, time: 1.668, data_time: 0.002, memory: 16628, top1_acc: 0.6076, top5_acc: 0.8161, loss_cls: 1.6727, loss: 1.6727, grad_norm: 4.9505 2021-01-28 15:28:43,625 - mmaction - INFO - Epoch [225][1020/2147] lr: 7.612e-03, eta: 1 day, 7:41:21, time: 1.638, data_time: 0.004, memory: 16628, top1_acc: 0.5978, top5_acc: 0.8049, loss_cls: 1.7017, loss: 1.7017, grad_norm: 4.9562 2021-01-28 15:29:14,846 - mmaction - INFO - Epoch [225][1040/2147] lr: 7.612e-03, eta: 1 day, 7:40:47, time: 1.563, data_time: 0.005, memory: 16628, top1_acc: 0.5897, top5_acc: 0.7996, loss_cls: 1.7152, loss: 1.7152, grad_norm: 4.9331 2021-01-28 15:29:48,809 - mmaction - INFO - Epoch [225][1060/2147] lr: 7.612e-03, eta: 1 day, 7:40:13, time: 1.693, data_time: 0.004, memory: 16628, top1_acc: 0.6112, top5_acc: 0.8089, loss_cls: 1.6475, loss: 1.6475, grad_norm: 4.8497 2021-01-28 15:30:17,672 - mmaction - INFO - Epoch [225][1080/2147] lr: 7.612e-03, eta: 1 day, 7:39:39, time: 1.449, data_time: 0.017, memory: 16628, top1_acc: 0.6210, top5_acc: 0.8205, loss_cls: 1.6113, loss: 1.6113, grad_norm: 4.8526 2021-01-28 15:30:46,377 - mmaction - INFO - Epoch [225][1100/2147] lr: 7.612e-03, eta: 1 day, 7:39:05, time: 1.435, data_time: 0.001, memory: 16628, top1_acc: 0.6116, top5_acc: 0.8040, loss_cls: 1.6780, loss: 1.6780, grad_norm: 5.0232 2021-01-28 15:31:15,729 - mmaction - INFO - Epoch [225][1120/2147] lr: 7.612e-03, eta: 1 day, 7:38:30, time: 1.466, data_time: 0.001, memory: 16628, top1_acc: 0.5938, top5_acc: 0.8116, loss_cls: 1.7051, loss: 1.7051, grad_norm: 4.9429 2021-01-28 15:31:45,157 - mmaction - INFO - Epoch [225][1140/2147] lr: 7.612e-03, eta: 1 day, 7:37:56, time: 1.473, data_time: 0.012, memory: 16628, top1_acc: 0.6129, top5_acc: 0.8183, loss_cls: 1.6473, loss: 1.6473, grad_norm: 4.8503 2021-01-28 15:32:15,861 - mmaction - INFO - Epoch [225][1160/2147] lr: 7.612e-03, eta: 1 day, 7:37:22, time: 1.535, data_time: 0.050, memory: 16628, top1_acc: 0.6058, top5_acc: 0.7920, loss_cls: 1.7326, loss: 1.7326, grad_norm: 4.9466 2021-01-28 15:32:45,358 - mmaction - INFO - Epoch [225][1180/2147] lr: 7.612e-03, eta: 1 day, 7:36:47, time: 1.474, data_time: 0.001, memory: 16628, top1_acc: 0.5996, top5_acc: 0.8004, loss_cls: 1.7194, loss: 1.7194, grad_norm: 4.9259 2021-01-28 15:33:13,997 - mmaction - INFO - Epoch [225][1200/2147] lr: 7.612e-03, eta: 1 day, 7:36:13, time: 1.432, data_time: 0.002, memory: 16628, top1_acc: 0.5987, top5_acc: 0.8000, loss_cls: 1.7186, loss: 1.7186, grad_norm: 4.8660 2021-01-28 15:33:44,468 - mmaction - INFO - Epoch [225][1220/2147] lr: 7.612e-03, eta: 1 day, 7:35:39, time: 1.522, data_time: 0.003, memory: 16628, top1_acc: 0.6138, top5_acc: 0.8263, loss_cls: 1.6104, loss: 1.6104, grad_norm: 4.7694 2021-01-28 15:34:16,308 - mmaction - INFO - Epoch [225][1240/2147] lr: 7.612e-03, eta: 1 day, 7:35:05, time: 1.589, data_time: 0.005, memory: 16628, top1_acc: 0.6112, top5_acc: 0.8152, loss_cls: 1.6644, loss: 1.6644, grad_norm: 4.9218 2021-01-28 15:34:47,217 - mmaction - INFO - Epoch [225][1260/2147] lr: 7.612e-03, eta: 1 day, 7:34:31, time: 1.541, data_time: 0.010, memory: 16628, top1_acc: 0.5924, top5_acc: 0.7920, loss_cls: 1.7474, loss: 1.7474, grad_norm: 4.9550 2021-01-28 15:35:19,889 - mmaction - INFO - Epoch [225][1280/2147] lr: 7.612e-03, eta: 1 day, 7:33:57, time: 1.638, data_time: 0.012, memory: 16628, top1_acc: 0.5978, top5_acc: 0.8192, loss_cls: 1.6396, loss: 1.6396, grad_norm: 4.9656 2021-01-28 15:35:50,028 - mmaction - INFO - Epoch [225][1300/2147] lr: 7.612e-03, eta: 1 day, 7:33:23, time: 1.512, data_time: 0.011, memory: 16628, top1_acc: 0.5951, top5_acc: 0.8062, loss_cls: 1.6944, loss: 1.6944, grad_norm: 5.0025 2021-01-28 15:36:21,011 - mmaction - INFO - Epoch [225][1320/2147] lr: 7.612e-03, eta: 1 day, 7:32:49, time: 1.548, data_time: 0.006, memory: 16628, top1_acc: 0.5955, top5_acc: 0.8058, loss_cls: 1.7355, loss: 1.7355, grad_norm: 5.1269 2021-01-28 15:36:54,460 - mmaction - INFO - Epoch [225][1340/2147] lr: 7.612e-03, eta: 1 day, 7:32:15, time: 1.644, data_time: 0.005, memory: 16628, top1_acc: 0.5915, top5_acc: 0.8201, loss_cls: 1.6811, loss: 1.6811, grad_norm: 4.9182 2021-01-28 15:37:25,926 - mmaction - INFO - Epoch [225][1360/2147] lr: 7.612e-03, eta: 1 day, 7:31:41, time: 1.602, data_time: 0.038, memory: 16628, top1_acc: 0.5906, top5_acc: 0.8013, loss_cls: 1.7437, loss: 1.7437, grad_norm: 4.9490 2021-01-28 15:37:57,496 - mmaction - INFO - Epoch [225][1380/2147] lr: 7.612e-03, eta: 1 day, 7:31:07, time: 1.580, data_time: 0.004, memory: 16628, top1_acc: 0.6272, top5_acc: 0.8219, loss_cls: 1.5973, loss: 1.5973, grad_norm: 4.9305 2021-01-28 15:38:25,883 - mmaction - INFO - Epoch [225][1400/2147] lr: 7.612e-03, eta: 1 day, 7:30:32, time: 1.420, data_time: 0.001, memory: 16628, top1_acc: 0.6116, top5_acc: 0.8183, loss_cls: 1.6250, loss: 1.6250, grad_norm: 4.8554 2021-01-28 15:38:54,869 - mmaction - INFO - Epoch [225][1420/2147] lr: 7.612e-03, eta: 1 day, 7:29:58, time: 1.444, data_time: 0.002, memory: 16628, top1_acc: 0.6031, top5_acc: 0.8116, loss_cls: 1.6910, loss: 1.6910, grad_norm: 4.8788 2021-01-28 15:39:26,482 - mmaction - INFO - Epoch [225][1440/2147] lr: 7.612e-03, eta: 1 day, 7:29:24, time: 1.583, data_time: 0.010, memory: 16628, top1_acc: 0.6112, top5_acc: 0.8143, loss_cls: 1.6465, loss: 1.6465, grad_norm: 4.8926 2021-01-28 15:39:55,111 - mmaction - INFO - Epoch [225][1460/2147] lr: 7.612e-03, eta: 1 day, 7:28:50, time: 1.434, data_time: 0.006, memory: 16628, top1_acc: 0.5839, top5_acc: 0.8045, loss_cls: 1.7205, loss: 1.7205, grad_norm: 4.8927 2021-01-28 15:40:24,467 - mmaction - INFO - Epoch [225][1480/2147] lr: 7.612e-03, eta: 1 day, 7:28:15, time: 1.467, data_time: 0.002, memory: 16628, top1_acc: 0.5929, top5_acc: 0.8000, loss_cls: 1.7317, loss: 1.7317, grad_norm: 4.9763 2021-01-28 15:40:53,838 - mmaction - INFO - Epoch [225][1500/2147] lr: 7.612e-03, eta: 1 day, 7:27:41, time: 1.469, data_time: 0.002, memory: 16628, top1_acc: 0.6161, top5_acc: 0.8241, loss_cls: 1.6065, loss: 1.6065, grad_norm: 4.8024 2021-01-28 15:41:23,270 - mmaction - INFO - Epoch [225][1520/2147] lr: 7.612e-03, eta: 1 day, 7:27:07, time: 1.471, data_time: 0.004, memory: 16628, top1_acc: 0.5969, top5_acc: 0.7987, loss_cls: 1.7424, loss: 1.7424, grad_norm: 5.0081 2021-01-28 15:41:57,240 - mmaction - INFO - Epoch [225][1540/2147] lr: 7.612e-03, eta: 1 day, 7:26:33, time: 1.699, data_time: 0.005, memory: 16628, top1_acc: 0.5754, top5_acc: 0.7906, loss_cls: 1.7962, loss: 1.7962, grad_norm: 4.9968 2021-01-28 15:42:27,307 - mmaction - INFO - Epoch [225][1560/2147] lr: 7.612e-03, eta: 1 day, 7:25:59, time: 1.502, data_time: 0.003, memory: 16628, top1_acc: 0.6098, top5_acc: 0.8049, loss_cls: 1.6872, loss: 1.6872, grad_norm: 4.9088 2021-01-28 15:42:55,726 - mmaction - INFO - Epoch [225][1580/2147] lr: 7.612e-03, eta: 1 day, 7:25:24, time: 1.424, data_time: 0.004, memory: 16628, top1_acc: 0.5902, top5_acc: 0.8161, loss_cls: 1.6905, loss: 1.6905, grad_norm: 4.9145 2021-01-28 15:43:24,692 - mmaction - INFO - Epoch [225][1600/2147] lr: 7.612e-03, eta: 1 day, 7:24:50, time: 1.448, data_time: 0.003, memory: 16628, top1_acc: 0.6121, top5_acc: 0.8098, loss_cls: 1.6561, loss: 1.6561, grad_norm: 4.8529 2021-01-28 15:43:55,764 - mmaction - INFO - Epoch [225][1620/2147] lr: 7.612e-03, eta: 1 day, 7:24:16, time: 1.554, data_time: 0.002, memory: 16628, top1_acc: 0.6085, top5_acc: 0.8022, loss_cls: 1.6477, loss: 1.6477, grad_norm: 4.6888 2021-01-28 15:44:24,349 - mmaction - INFO - Epoch [225][1640/2147] lr: 7.612e-03, eta: 1 day, 7:23:42, time: 1.427, data_time: 0.001, memory: 16628, top1_acc: 0.6013, top5_acc: 0.8058, loss_cls: 1.7161, loss: 1.7161, grad_norm: 4.9181 2021-01-28 15:44:52,924 - mmaction - INFO - Epoch [225][1660/2147] lr: 7.612e-03, eta: 1 day, 7:23:07, time: 1.431, data_time: 0.004, memory: 16628, top1_acc: 0.6071, top5_acc: 0.8152, loss_cls: 1.6625, loss: 1.6625, grad_norm: 4.9886 2021-01-28 15:45:21,671 - mmaction - INFO - Epoch [225][1680/2147] lr: 7.612e-03, eta: 1 day, 7:22:33, time: 1.437, data_time: 0.001, memory: 16628, top1_acc: 0.5920, top5_acc: 0.8036, loss_cls: 1.7541, loss: 1.7541, grad_norm: 5.0635 2021-01-28 15:45:50,514 - mmaction - INFO - Epoch [225][1700/2147] lr: 7.612e-03, eta: 1 day, 7:21:58, time: 1.441, data_time: 0.004, memory: 16628, top1_acc: 0.6000, top5_acc: 0.8076, loss_cls: 1.6956, loss: 1.6956, grad_norm: 4.9823 2021-01-28 15:46:19,004 - mmaction - INFO - Epoch [225][1720/2147] lr: 7.612e-03, eta: 1 day, 7:21:24, time: 1.424, data_time: 0.002, memory: 16628, top1_acc: 0.5929, top5_acc: 0.7978, loss_cls: 1.7619, loss: 1.7619, grad_norm: 5.0249 2021-01-28 15:46:50,788 - mmaction - INFO - Epoch [225][1740/2147] lr: 7.612e-03, eta: 1 day, 7:20:50, time: 1.591, data_time: 0.003, memory: 16628, top1_acc: 0.6143, top5_acc: 0.8094, loss_cls: 1.6639, loss: 1.6639, grad_norm: 4.8938 2021-01-28 15:47:21,178 - mmaction - INFO - Epoch [225][1760/2147] lr: 7.612e-03, eta: 1 day, 7:20:16, time: 1.517, data_time: 0.001, memory: 16628, top1_acc: 0.6228, top5_acc: 0.8321, loss_cls: 1.5989, loss: 1.5989, grad_norm: 4.8450 2021-01-28 15:47:51,630 - mmaction - INFO - Epoch [225][1780/2147] lr: 7.612e-03, eta: 1 day, 7:19:42, time: 1.524, data_time: 0.009, memory: 16628, top1_acc: 0.5982, top5_acc: 0.8054, loss_cls: 1.6725, loss: 1.6725, grad_norm: 4.9957 2021-01-28 15:48:23,556 - mmaction - INFO - Epoch [225][1800/2147] lr: 7.612e-03, eta: 1 day, 7:19:08, time: 1.595, data_time: 0.052, memory: 16628, top1_acc: 0.6054, top5_acc: 0.8103, loss_cls: 1.6786, loss: 1.6786, grad_norm: 4.9401 2021-01-28 15:48:54,085 - mmaction - INFO - Epoch [225][1820/2147] lr: 7.612e-03, eta: 1 day, 7:18:34, time: 1.528, data_time: 0.003, memory: 16628, top1_acc: 0.6054, top5_acc: 0.8112, loss_cls: 1.6737, loss: 1.6737, grad_norm: 5.0196 2021-01-28 15:49:22,755 - mmaction - INFO - Epoch [225][1840/2147] lr: 7.612e-03, eta: 1 day, 7:17:59, time: 1.432, data_time: 0.003, memory: 16628, top1_acc: 0.6156, top5_acc: 0.8232, loss_cls: 1.6287, loss: 1.6287, grad_norm: 4.9687 2021-01-28 15:49:51,296 - mmaction - INFO - Epoch [225][1860/2147] lr: 7.612e-03, eta: 1 day, 7:17:25, time: 1.429, data_time: 0.005, memory: 16628, top1_acc: 0.6219, top5_acc: 0.8214, loss_cls: 1.6137, loss: 1.6137, grad_norm: 4.8607 2021-01-28 15:50:21,245 - mmaction - INFO - Epoch [225][1880/2147] lr: 7.612e-03, eta: 1 day, 7:16:51, time: 1.495, data_time: 0.001, memory: 16628, top1_acc: 0.6098, top5_acc: 0.8174, loss_cls: 1.6581, loss: 1.6581, grad_norm: 4.8144 2021-01-28 15:50:51,445 - mmaction - INFO - Epoch [225][1900/2147] lr: 7.612e-03, eta: 1 day, 7:16:16, time: 1.512, data_time: 0.004, memory: 16628, top1_acc: 0.6058, top5_acc: 0.8121, loss_cls: 1.6557, loss: 1.6557, grad_norm: 4.8407 2021-01-28 15:51:19,911 - mmaction - INFO - Epoch [225][1920/2147] lr: 7.612e-03, eta: 1 day, 7:15:42, time: 1.423, data_time: 0.003, memory: 16628, top1_acc: 0.5955, top5_acc: 0.8201, loss_cls: 1.6399, loss: 1.6399, grad_norm: 4.9156 2021-01-28 15:51:56,252 - mmaction - INFO - Epoch [225][1940/2147] lr: 7.612e-03, eta: 1 day, 7:15:09, time: 1.818, data_time: 0.008, memory: 16628, top1_acc: 0.5996, top5_acc: 0.8058, loss_cls: 1.7249, loss: 1.7249, grad_norm: 4.8134 2021-01-28 15:52:25,429 - mmaction - INFO - Epoch [225][1960/2147] lr: 7.612e-03, eta: 1 day, 7:14:34, time: 1.458, data_time: 0.003, memory: 16628, top1_acc: 0.6125, top5_acc: 0.8116, loss_cls: 1.6730, loss: 1.6730, grad_norm: 4.9046 2021-01-28 15:52:54,293 - mmaction - INFO - Epoch [225][1980/2147] lr: 7.612e-03, eta: 1 day, 7:14:00, time: 1.444, data_time: 0.005, memory: 16628, top1_acc: 0.5978, top5_acc: 0.8152, loss_cls: 1.6786, loss: 1.6786, grad_norm: 5.0777 2021-01-28 15:53:23,080 - mmaction - INFO - Epoch [225][2000/2147] lr: 7.612e-03, eta: 1 day, 7:13:25, time: 1.439, data_time: 0.002, memory: 16628, top1_acc: 0.5960, top5_acc: 0.8174, loss_cls: 1.6651, loss: 1.6651, grad_norm: 5.0747 2021-01-28 15:53:54,226 - mmaction - INFO - Epoch [225][2020/2147] lr: 7.612e-03, eta: 1 day, 7:12:51, time: 1.558, data_time: 0.010, memory: 16628, top1_acc: 0.5897, top5_acc: 0.8125, loss_cls: 1.6971, loss: 1.6971, grad_norm: 4.9717 2021-01-28 15:54:29,104 - mmaction - INFO - Epoch [225][2040/2147] lr: 7.612e-03, eta: 1 day, 7:12:18, time: 1.741, data_time: 0.005, memory: 16628, top1_acc: 0.5924, top5_acc: 0.8094, loss_cls: 1.7088, loss: 1.7088, grad_norm: 5.0090 2021-01-28 15:54:59,762 - mmaction - INFO - Epoch [225][2060/2147] lr: 7.612e-03, eta: 1 day, 7:11:44, time: 1.534, data_time: 0.009, memory: 16628, top1_acc: 0.6018, top5_acc: 0.8058, loss_cls: 1.7321, loss: 1.7321, grad_norm: 4.8809 2021-01-28 15:55:28,890 - mmaction - INFO - Epoch [225][2080/2147] lr: 7.612e-03, eta: 1 day, 7:11:09, time: 1.459, data_time: 0.004, memory: 16628, top1_acc: 0.6058, top5_acc: 0.8259, loss_cls: 1.6136, loss: 1.6136, grad_norm: 4.7816 2021-01-28 15:55:58,609 - mmaction - INFO - Epoch [225][2100/2147] lr: 7.612e-03, eta: 1 day, 7:10:35, time: 1.486, data_time: 0.006, memory: 16628, top1_acc: 0.5911, top5_acc: 0.7937, loss_cls: 1.7398, loss: 1.7398, grad_norm: 4.9979 2021-01-28 15:56:27,512 - mmaction - INFO - Epoch [225][2120/2147] lr: 7.612e-03, eta: 1 day, 7:10:01, time: 1.446, data_time: 0.002, memory: 16628, top1_acc: 0.6027, top5_acc: 0.8143, loss_cls: 1.6492, loss: 1.6492, grad_norm: 4.8349 2021-01-28 15:57:03,597 - mmaction - INFO - Epoch [225][2140/2147] lr: 7.612e-03, eta: 1 day, 7:09:27, time: 1.801, data_time: 0.003, memory: 16628, top1_acc: 0.6031, top5_acc: 0.7942, loss_cls: 1.7395, loss: 1.7395, grad_norm: 4.9076 2021-01-28 16:16:56,932 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-28 16:16:57,692 - mmaction - INFO - top1_acc 0.6478 top5_acc 0.8588 2021-01-28 16:16:57,692 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-28 16:16:57,745 - mmaction - INFO - mean_acc 0.6477 2021-01-28 16:16:57,745 - mmaction - INFO - Now best checkpoint is epoch_225.pth 2021-01-28 16:16:57,753 - mmaction - INFO - Epoch(val) [225][2147] top1_acc: 0.6478, top5_acc: 0.8588, mean_class_accuracy: 0.6477 2021-01-28 16:21:17,800 - mmaction - INFO - Epoch [226][20/2147] lr: 7.149e-03, eta: 1 day, 7:09:11, time: 13.000, data_time: 11.355, memory: 16628, top1_acc: 0.6138, top5_acc: 0.8187, loss_cls: 1.6379, loss: 1.6379, grad_norm: 4.7355 2021-01-28 16:21:48,495 - mmaction - INFO - Epoch [226][40/2147] lr: 7.149e-03, eta: 1 day, 7:08:37, time: 1.532, data_time: 0.006, memory: 16628, top1_acc: 0.6138, top5_acc: 0.8138, loss_cls: 1.6362, loss: 1.6362, grad_norm: 4.8456 2021-01-28 16:22:18,249 - mmaction - INFO - Epoch [226][60/2147] lr: 7.149e-03, eta: 1 day, 7:08:03, time: 1.491, data_time: 0.009, memory: 16628, top1_acc: 0.6223, top5_acc: 0.8237, loss_cls: 1.6044, loss: 1.6044, grad_norm: 4.9060 2021-01-28 16:22:47,105 - mmaction - INFO - Epoch [226][80/2147] lr: 7.149e-03, eta: 1 day, 7:07:29, time: 1.438, data_time: 0.003, memory: 16628, top1_acc: 0.6062, top5_acc: 0.8013, loss_cls: 1.6834, loss: 1.6834, grad_norm: 4.8507 2021-01-28 16:23:17,044 - mmaction - INFO - Epoch [226][100/2147] lr: 7.149e-03, eta: 1 day, 7:06:54, time: 1.502, data_time: 0.009, memory: 16628, top1_acc: 0.6183, top5_acc: 0.8308, loss_cls: 1.6176, loss: 1.6176, grad_norm: 5.0638 2021-01-28 16:23:46,998 - mmaction - INFO - Epoch [226][120/2147] lr: 7.149e-03, eta: 1 day, 7:06:20, time: 1.497, data_time: 0.004, memory: 16628, top1_acc: 0.6250, top5_acc: 0.8196, loss_cls: 1.6103, loss: 1.6103, grad_norm: 4.9219 2021-01-28 16:24:16,847 - mmaction - INFO - Epoch [226][140/2147] lr: 7.149e-03, eta: 1 day, 7:05:46, time: 1.492, data_time: 0.001, memory: 16628, top1_acc: 0.6210, top5_acc: 0.8241, loss_cls: 1.6150, loss: 1.6150, grad_norm: 5.0034 2021-01-28 16:24:51,179 - mmaction - INFO - Epoch [226][160/2147] lr: 7.149e-03, eta: 1 day, 7:05:12, time: 1.712, data_time: 0.007, memory: 16628, top1_acc: 0.6080, top5_acc: 0.8237, loss_cls: 1.6494, loss: 1.6494, grad_norm: 4.8984 2021-01-28 16:25:23,346 - mmaction - INFO - Epoch [226][180/2147] lr: 7.149e-03, eta: 1 day, 7:04:38, time: 1.608, data_time: 0.010, memory: 16628, top1_acc: 0.6004, top5_acc: 0.8045, loss_cls: 1.6883, loss: 1.6883, grad_norm: 4.9678 2021-01-28 16:25:54,371 - mmaction - INFO - Epoch [226][200/2147] lr: 7.149e-03, eta: 1 day, 7:04:04, time: 1.548, data_time: 0.011, memory: 16628, top1_acc: 0.6219, top5_acc: 0.8098, loss_cls: 1.6281, loss: 1.6281, grad_norm: 4.8770 2021-01-28 16:26:23,701 - mmaction - INFO - Epoch [226][220/2147] lr: 7.149e-03, eta: 1 day, 7:03:30, time: 1.475, data_time: 0.010, memory: 16628, top1_acc: 0.6214, top5_acc: 0.8196, loss_cls: 1.6395, loss: 1.6395, grad_norm: 4.9397 2021-01-28 16:26:55,640 - mmaction - INFO - Epoch [226][240/2147] lr: 7.149e-03, eta: 1 day, 7:02:56, time: 1.596, data_time: 0.001, memory: 16628, top1_acc: 0.5942, top5_acc: 0.8085, loss_cls: 1.6627, loss: 1.6627, grad_norm: 4.9499 2021-01-28 16:27:25,607 - mmaction - INFO - Epoch [226][260/2147] lr: 7.149e-03, eta: 1 day, 7:02:22, time: 1.498, data_time: 0.004, memory: 16628, top1_acc: 0.6174, top5_acc: 0.8232, loss_cls: 1.5851, loss: 1.5851, grad_norm: 4.9322 2021-01-28 16:27:55,999 - mmaction - INFO - Epoch [226][280/2147] lr: 7.149e-03, eta: 1 day, 7:01:48, time: 1.514, data_time: 0.004, memory: 16628, top1_acc: 0.6290, top5_acc: 0.8179, loss_cls: 1.6026, loss: 1.6026, grad_norm: 4.9370 2021-01-28 16:28:28,448 - mmaction - INFO - Epoch [226][300/2147] lr: 7.149e-03, eta: 1 day, 7:01:14, time: 1.628, data_time: 0.009, memory: 16628, top1_acc: 0.6170, top5_acc: 0.8183, loss_cls: 1.6039, loss: 1.6039, grad_norm: 4.7517 2021-01-28 16:29:00,500 - mmaction - INFO - Epoch [226][320/2147] lr: 7.149e-03, eta: 1 day, 7:00:40, time: 1.602, data_time: 0.097, memory: 16628, top1_acc: 0.6094, top5_acc: 0.8067, loss_cls: 1.6872, loss: 1.6872, grad_norm: 5.0222 2021-01-28 16:29:30,251 - mmaction - INFO - Epoch [226][340/2147] lr: 7.149e-03, eta: 1 day, 7:00:06, time: 1.489, data_time: 0.004, memory: 16628, top1_acc: 0.5969, top5_acc: 0.8103, loss_cls: 1.6470, loss: 1.6470, grad_norm: 5.0596 2021-01-28 16:29:59,512 - mmaction - INFO - Epoch [226][360/2147] lr: 7.149e-03, eta: 1 day, 6:59:31, time: 1.461, data_time: 0.002, memory: 16628, top1_acc: 0.6170, top5_acc: 0.8250, loss_cls: 1.5955, loss: 1.5955, grad_norm: 4.9978 2021-01-28 16:30:28,647 - mmaction - INFO - Epoch [226][380/2147] lr: 7.149e-03, eta: 1 day, 6:58:57, time: 1.458, data_time: 0.003, memory: 16628, top1_acc: 0.6027, top5_acc: 0.8134, loss_cls: 1.6445, loss: 1.6445, grad_norm: 4.9864 2021-01-28 16:30:58,873 - mmaction - INFO - Epoch [226][400/2147] lr: 7.149e-03, eta: 1 day, 6:58:23, time: 1.511, data_time: 0.003, memory: 16628, top1_acc: 0.6013, top5_acc: 0.8107, loss_cls: 1.6449, loss: 1.6449, grad_norm: 4.9893 2021-01-28 16:31:27,865 - mmaction - INFO - Epoch [226][420/2147] lr: 7.149e-03, eta: 1 day, 6:57:48, time: 1.450, data_time: 0.007, memory: 16628, top1_acc: 0.6107, top5_acc: 0.8143, loss_cls: 1.6406, loss: 1.6406, grad_norm: 5.0530 2021-01-28 16:31:56,919 - mmaction - INFO - Epoch [226][440/2147] lr: 7.149e-03, eta: 1 day, 6:57:14, time: 1.454, data_time: 0.002, memory: 16628, top1_acc: 0.6263, top5_acc: 0.8205, loss_cls: 1.5759, loss: 1.5759, grad_norm: 4.8900 2021-01-28 16:32:26,942 - mmaction - INFO - Epoch [226][460/2147] lr: 7.149e-03, eta: 1 day, 6:56:40, time: 1.500, data_time: 0.002, memory: 16628, top1_acc: 0.6040, top5_acc: 0.8112, loss_cls: 1.6498, loss: 1.6498, grad_norm: 4.9599 2021-01-28 16:32:59,087 - mmaction - INFO - Epoch [226][480/2147] lr: 7.149e-03, eta: 1 day, 6:56:06, time: 1.606, data_time: 0.004, memory: 16628, top1_acc: 0.5924, top5_acc: 0.8004, loss_cls: 1.7269, loss: 1.7269, grad_norm: 5.1587 2021-01-28 16:33:29,085 - mmaction - INFO - Epoch [226][500/2147] lr: 7.149e-03, eta: 1 day, 6:55:32, time: 1.502, data_time: 0.006, memory: 16628, top1_acc: 0.6054, top5_acc: 0.8174, loss_cls: 1.6471, loss: 1.6471, grad_norm: 5.1261 2021-01-28 16:33:58,269 - mmaction - INFO - Epoch [226][520/2147] lr: 7.149e-03, eta: 1 day, 6:54:57, time: 1.457, data_time: 0.004, memory: 16628, top1_acc: 0.5991, top5_acc: 0.8143, loss_cls: 1.6742, loss: 1.6742, grad_norm: 5.0237 2021-01-28 16:34:27,856 - mmaction - INFO - Epoch [226][540/2147] lr: 7.149e-03, eta: 1 day, 6:54:23, time: 1.480, data_time: 0.008, memory: 16628, top1_acc: 0.6147, top5_acc: 0.8170, loss_cls: 1.6240, loss: 1.6240, grad_norm: 5.0074 2021-01-28 16:34:56,569 - mmaction - INFO - Epoch [226][560/2147] lr: 7.149e-03, eta: 1 day, 6:53:49, time: 1.437, data_time: 0.007, memory: 16628, top1_acc: 0.6152, top5_acc: 0.8116, loss_cls: 1.6571, loss: 1.6571, grad_norm: 5.0702 2021-01-28 16:35:25,684 - mmaction - INFO - Epoch [226][580/2147] lr: 7.149e-03, eta: 1 day, 6:53:14, time: 1.452, data_time: 0.003, memory: 16628, top1_acc: 0.6138, top5_acc: 0.8098, loss_cls: 1.6712, loss: 1.6712, grad_norm: 4.9836 2021-01-28 16:35:54,736 - mmaction - INFO - Epoch [226][600/2147] lr: 7.149e-03, eta: 1 day, 6:52:40, time: 1.454, data_time: 0.009, memory: 16628, top1_acc: 0.6201, top5_acc: 0.8112, loss_cls: 1.6511, loss: 1.6511, grad_norm: 4.8939 2021-01-28 16:36:23,587 - mmaction - INFO - Epoch [226][620/2147] lr: 7.149e-03, eta: 1 day, 6:52:06, time: 1.446, data_time: 0.007, memory: 16628, top1_acc: 0.6040, top5_acc: 0.8107, loss_cls: 1.7177, loss: 1.7177, grad_norm: 5.1075 2021-01-28 16:36:52,669 - mmaction - INFO - Epoch [226][640/2147] lr: 7.149e-03, eta: 1 day, 6:51:31, time: 1.452, data_time: 0.002, memory: 16628, top1_acc: 0.5991, top5_acc: 0.8183, loss_cls: 1.6535, loss: 1.6535, grad_norm: 4.8752 2021-01-28 16:37:21,251 - mmaction - INFO - Epoch [226][660/2147] lr: 7.149e-03, eta: 1 day, 6:50:57, time: 1.430, data_time: 0.004, memory: 16628, top1_acc: 0.6125, top5_acc: 0.8290, loss_cls: 1.6144, loss: 1.6144, grad_norm: 4.9957 2021-01-28 16:37:50,050 - mmaction - INFO - Epoch [226][680/2147] lr: 7.149e-03, eta: 1 day, 6:50:23, time: 1.442, data_time: 0.002, memory: 16628, top1_acc: 0.6268, top5_acc: 0.8165, loss_cls: 1.6123, loss: 1.6123, grad_norm: 4.9221 2021-01-28 16:38:18,724 - mmaction - INFO - Epoch [226][700/2147] lr: 7.149e-03, eta: 1 day, 6:49:48, time: 1.433, data_time: 0.004, memory: 16628, top1_acc: 0.6147, top5_acc: 0.8161, loss_cls: 1.6302, loss: 1.6302, grad_norm: 4.9929 2021-01-28 16:38:48,122 - mmaction - INFO - Epoch [226][720/2147] lr: 7.149e-03, eta: 1 day, 6:49:14, time: 1.468, data_time: 0.002, memory: 16628, top1_acc: 0.6161, top5_acc: 0.8138, loss_cls: 1.6011, loss: 1.6011, grad_norm: 4.8767 2021-01-28 16:39:21,180 - mmaction - INFO - Epoch [226][740/2147] lr: 7.149e-03, eta: 1 day, 6:48:40, time: 1.654, data_time: 0.083, memory: 16628, top1_acc: 0.6196, top5_acc: 0.8272, loss_cls: 1.5859, loss: 1.5859, grad_norm: 4.8286 2021-01-28 16:39:54,186 - mmaction - INFO - Epoch [226][760/2147] lr: 7.149e-03, eta: 1 day, 6:48:06, time: 1.644, data_time: 0.002, memory: 16628, top1_acc: 0.6138, top5_acc: 0.8121, loss_cls: 1.6523, loss: 1.6523, grad_norm: 4.9407 2021-01-28 16:40:23,005 - mmaction - INFO - Epoch [226][780/2147] lr: 7.149e-03, eta: 1 day, 6:47:32, time: 1.447, data_time: 0.012, memory: 16628, top1_acc: 0.6022, top5_acc: 0.8040, loss_cls: 1.6662, loss: 1.6662, grad_norm: 4.9824 2021-01-28 16:40:53,114 - mmaction - INFO - Epoch [226][800/2147] lr: 7.149e-03, eta: 1 day, 6:46:58, time: 1.498, data_time: 0.005, memory: 16628, top1_acc: 0.6080, top5_acc: 0.8080, loss_cls: 1.6570, loss: 1.6570, grad_norm: 4.8972 2021-01-28 16:41:21,963 - mmaction - INFO - Epoch [226][820/2147] lr: 7.149e-03, eta: 1 day, 6:46:23, time: 1.448, data_time: 0.011, memory: 16628, top1_acc: 0.5991, top5_acc: 0.8161, loss_cls: 1.6824, loss: 1.6824, grad_norm: 5.1311 2021-01-28 16:41:56,108 - mmaction - INFO - Epoch [226][840/2147] lr: 7.149e-03, eta: 1 day, 6:45:50, time: 1.709, data_time: 0.008, memory: 16628, top1_acc: 0.5969, top5_acc: 0.8027, loss_cls: 1.7046, loss: 1.7046, grad_norm: 5.0122 2021-01-28 16:42:26,453 - mmaction - INFO - Epoch [226][860/2147] lr: 7.149e-03, eta: 1 day, 6:45:16, time: 1.517, data_time: 0.007, memory: 16628, top1_acc: 0.6187, top5_acc: 0.8170, loss_cls: 1.6156, loss: 1.6156, grad_norm: 5.0800 2021-01-28 16:42:58,153 - mmaction - INFO - Epoch [226][880/2147] lr: 7.149e-03, eta: 1 day, 6:44:42, time: 1.583, data_time: 0.003, memory: 16628, top1_acc: 0.6094, top5_acc: 0.8112, loss_cls: 1.6695, loss: 1.6695, grad_norm: 4.8789 2021-01-28 16:43:27,925 - mmaction - INFO - Epoch [226][900/2147] lr: 7.149e-03, eta: 1 day, 6:44:07, time: 1.490, data_time: 0.007, memory: 16628, top1_acc: 0.6143, top5_acc: 0.8214, loss_cls: 1.6233, loss: 1.6233, grad_norm: 4.8456 2021-01-28 16:43:59,218 - mmaction - INFO - Epoch [226][920/2147] lr: 7.149e-03, eta: 1 day, 6:43:33, time: 1.566, data_time: 0.011, memory: 16628, top1_acc: 0.6165, top5_acc: 0.8063, loss_cls: 1.6719, loss: 1.6719, grad_norm: 4.9051 2021-01-28 16:44:34,844 - mmaction - INFO - Epoch [226][940/2147] lr: 7.149e-03, eta: 1 day, 6:43:00, time: 1.779, data_time: 0.005, memory: 16628, top1_acc: 0.6085, top5_acc: 0.8129, loss_cls: 1.6445, loss: 1.6445, grad_norm: 5.0085 2021-01-28 16:45:05,087 - mmaction - INFO - Epoch [226][960/2147] lr: 7.149e-03, eta: 1 day, 6:42:26, time: 1.514, data_time: 0.005, memory: 16628, top1_acc: 0.6049, top5_acc: 0.8089, loss_cls: 1.6900, loss: 1.6900, grad_norm: 4.9913 2021-01-28 16:45:34,054 - mmaction - INFO - Epoch [226][980/2147] lr: 7.149e-03, eta: 1 day, 6:41:51, time: 1.443, data_time: 0.004, memory: 16628, top1_acc: 0.5911, top5_acc: 0.8116, loss_cls: 1.6809, loss: 1.6809, grad_norm: 5.0369 2021-01-28 16:46:03,437 - mmaction - INFO - Epoch [226][1000/2147] lr: 7.149e-03, eta: 1 day, 6:41:17, time: 1.472, data_time: 0.009, memory: 16628, top1_acc: 0.6219, top5_acc: 0.8205, loss_cls: 1.6114, loss: 1.6114, grad_norm: 4.8740 2021-01-28 16:46:32,105 - mmaction - INFO - Epoch [226][1020/2147] lr: 7.149e-03, eta: 1 day, 6:40:43, time: 1.436, data_time: 0.006, memory: 16628, top1_acc: 0.6089, top5_acc: 0.8170, loss_cls: 1.6255, loss: 1.6255, grad_norm: 4.9456 2021-01-28 16:47:05,850 - mmaction - INFO - Epoch [226][1040/2147] lr: 7.149e-03, eta: 1 day, 6:40:09, time: 1.686, data_time: 0.067, memory: 16628, top1_acc: 0.5969, top5_acc: 0.8134, loss_cls: 1.6622, loss: 1.6622, grad_norm: 4.9909 2021-01-28 16:47:35,994 - mmaction - INFO - Epoch [226][1060/2147] lr: 7.149e-03, eta: 1 day, 6:39:35, time: 1.508, data_time: 0.004, memory: 16628, top1_acc: 0.6161, top5_acc: 0.8165, loss_cls: 1.6258, loss: 1.6258, grad_norm: 4.9231 2021-01-28 16:48:13,495 - mmaction - INFO - Epoch [226][1080/2147] lr: 7.149e-03, eta: 1 day, 6:39:02, time: 1.873, data_time: 0.003, memory: 16628, top1_acc: 0.5996, top5_acc: 0.8054, loss_cls: 1.6700, loss: 1.6700, grad_norm: 4.9659 2021-01-28 16:48:42,644 - mmaction - INFO - Epoch [226][1100/2147] lr: 7.149e-03, eta: 1 day, 6:38:27, time: 1.458, data_time: 0.013, memory: 16628, top1_acc: 0.6103, top5_acc: 0.8116, loss_cls: 1.6204, loss: 1.6204, grad_norm: 4.8135 2021-01-28 16:49:11,640 - mmaction - INFO - Epoch [226][1120/2147] lr: 7.149e-03, eta: 1 day, 6:37:53, time: 1.448, data_time: 0.004, memory: 16628, top1_acc: 0.6054, top5_acc: 0.8161, loss_cls: 1.6392, loss: 1.6392, grad_norm: 4.9702 2021-01-28 16:49:40,712 - mmaction - INFO - Epoch [226][1140/2147] lr: 7.149e-03, eta: 1 day, 6:37:19, time: 1.456, data_time: 0.013, memory: 16628, top1_acc: 0.6058, top5_acc: 0.8116, loss_cls: 1.6605, loss: 1.6605, grad_norm: 5.0105 2021-01-28 16:50:09,899 - mmaction - INFO - Epoch [226][1160/2147] lr: 7.149e-03, eta: 1 day, 6:36:44, time: 1.460, data_time: 0.005, memory: 16628, top1_acc: 0.6040, top5_acc: 0.8129, loss_cls: 1.6322, loss: 1.6322, grad_norm: 5.0942 2021-01-28 16:50:38,996 - mmaction - INFO - Epoch [226][1180/2147] lr: 7.149e-03, eta: 1 day, 6:36:10, time: 1.455, data_time: 0.004, memory: 16628, top1_acc: 0.5987, top5_acc: 0.8049, loss_cls: 1.6953, loss: 1.6953, grad_norm: 4.9904 2021-01-28 16:51:07,728 - mmaction - INFO - Epoch [226][1200/2147] lr: 7.149e-03, eta: 1 day, 6:35:36, time: 1.429, data_time: 0.005, memory: 16628, top1_acc: 0.6013, top5_acc: 0.8004, loss_cls: 1.7098, loss: 1.7098, grad_norm: 4.9369 2021-01-28 16:51:36,355 - mmaction - INFO - Epoch [226][1220/2147] lr: 7.149e-03, eta: 1 day, 6:35:01, time: 1.438, data_time: 0.009, memory: 16628, top1_acc: 0.5929, top5_acc: 0.8085, loss_cls: 1.7184, loss: 1.7184, grad_norm: 5.1632 2021-01-28 16:52:08,791 - mmaction - INFO - Epoch [226][1240/2147] lr: 7.149e-03, eta: 1 day, 6:34:27, time: 1.620, data_time: 0.027, memory: 16628, top1_acc: 0.6134, top5_acc: 0.8076, loss_cls: 1.6665, loss: 1.6665, grad_norm: 4.8630 2021-01-28 16:52:38,600 - mmaction - INFO - Epoch [226][1260/2147] lr: 7.149e-03, eta: 1 day, 6:33:53, time: 1.493, data_time: 0.006, memory: 16628, top1_acc: 0.6286, top5_acc: 0.8304, loss_cls: 1.5640, loss: 1.5640, grad_norm: 4.9095 2021-01-28 16:53:07,184 - mmaction - INFO - Epoch [226][1280/2147] lr: 7.149e-03, eta: 1 day, 6:33:19, time: 1.429, data_time: 0.002, memory: 16628, top1_acc: 0.5991, top5_acc: 0.8116, loss_cls: 1.6761, loss: 1.6761, grad_norm: 5.0986 2021-01-28 16:53:35,579 - mmaction - INFO - Epoch [226][1300/2147] lr: 7.149e-03, eta: 1 day, 6:32:44, time: 1.420, data_time: 0.004, memory: 16628, top1_acc: 0.6058, top5_acc: 0.8085, loss_cls: 1.6872, loss: 1.6872, grad_norm: 4.9898 2021-01-28 16:54:04,815 - mmaction - INFO - Epoch [226][1320/2147] lr: 7.149e-03, eta: 1 day, 6:32:10, time: 1.462, data_time: 0.003, memory: 16628, top1_acc: 0.6000, top5_acc: 0.8112, loss_cls: 1.6750, loss: 1.6750, grad_norm: 4.9551 2021-01-28 16:54:34,351 - mmaction - INFO - Epoch [226][1340/2147] lr: 7.149e-03, eta: 1 day, 6:31:36, time: 1.476, data_time: 0.004, memory: 16628, top1_acc: 0.6335, top5_acc: 0.8170, loss_cls: 1.5701, loss: 1.5701, grad_norm: 4.7915 2021-01-28 16:55:03,362 - mmaction - INFO - Epoch [226][1360/2147] lr: 7.149e-03, eta: 1 day, 6:31:01, time: 1.452, data_time: 0.003, memory: 16628, top1_acc: 0.5924, top5_acc: 0.8049, loss_cls: 1.7024, loss: 1.7024, grad_norm: 5.0156 2021-01-28 16:55:32,400 - mmaction - INFO - Epoch [226][1380/2147] lr: 7.149e-03, eta: 1 day, 6:30:27, time: 1.450, data_time: 0.005, memory: 16628, top1_acc: 0.6080, top5_acc: 0.8214, loss_cls: 1.6412, loss: 1.6412, grad_norm: 4.9069 2021-01-28 16:56:03,457 - mmaction - INFO - Epoch [226][1400/2147] lr: 7.149e-03, eta: 1 day, 6:29:53, time: 1.553, data_time: 0.005, memory: 16628, top1_acc: 0.6049, top5_acc: 0.8143, loss_cls: 1.6641, loss: 1.6641, grad_norm: 4.9241 2021-01-28 16:56:33,342 - mmaction - INFO - Epoch [226][1420/2147] lr: 7.149e-03, eta: 1 day, 6:29:19, time: 1.439, data_time: 0.006, memory: 16628, top1_acc: 0.6205, top5_acc: 0.8228, loss_cls: 1.6050, loss: 1.6050, grad_norm: 4.9659 2021-01-28 16:57:02,670 - mmaction - INFO - Epoch [226][1440/2147] lr: 7.149e-03, eta: 1 day, 6:28:45, time: 1.524, data_time: 0.062, memory: 16628, top1_acc: 0.6156, top5_acc: 0.8246, loss_cls: 1.6018, loss: 1.6018, grad_norm: 4.9746 2021-01-28 16:57:32,456 - mmaction - INFO - Epoch [226][1460/2147] lr: 7.149e-03, eta: 1 day, 6:28:10, time: 1.489, data_time: 0.001, memory: 16628, top1_acc: 0.6031, top5_acc: 0.8183, loss_cls: 1.6560, loss: 1.6560, grad_norm: 4.9023 2021-01-28 16:58:01,399 - mmaction - INFO - Epoch [226][1480/2147] lr: 7.149e-03, eta: 1 day, 6:27:36, time: 1.447, data_time: 0.001, memory: 16628, top1_acc: 0.6000, top5_acc: 0.8196, loss_cls: 1.6537, loss: 1.6537, grad_norm: 4.9414 2021-01-28 16:58:31,375 - mmaction - INFO - Epoch [226][1500/2147] lr: 7.149e-03, eta: 1 day, 6:27:02, time: 1.498, data_time: 0.003, memory: 16628, top1_acc: 0.6009, top5_acc: 0.8156, loss_cls: 1.6705, loss: 1.6705, grad_norm: 5.0001 2021-01-28 16:59:01,530 - mmaction - INFO - Epoch [226][1520/2147] lr: 7.149e-03, eta: 1 day, 6:26:28, time: 1.509, data_time: 0.002, memory: 16628, top1_acc: 0.6013, top5_acc: 0.8049, loss_cls: 1.6737, loss: 1.6737, grad_norm: 5.0765 2021-01-28 16:59:32,278 - mmaction - INFO - Epoch [226][1540/2147] lr: 7.149e-03, eta: 1 day, 6:25:54, time: 1.537, data_time: 0.003, memory: 16628, top1_acc: 0.5991, top5_acc: 0.8036, loss_cls: 1.7307, loss: 1.7307, grad_norm: 5.1344 2021-01-28 17:00:02,492 - mmaction - INFO - Epoch [226][1560/2147] lr: 7.149e-03, eta: 1 day, 6:25:19, time: 1.511, data_time: 0.005, memory: 16628, top1_acc: 0.5879, top5_acc: 0.8076, loss_cls: 1.7020, loss: 1.7020, grad_norm: 5.1264 2021-01-28 17:00:31,991 - mmaction - INFO - Epoch [226][1580/2147] lr: 7.149e-03, eta: 1 day, 6:24:45, time: 1.475, data_time: 0.003, memory: 16628, top1_acc: 0.6246, top5_acc: 0.8183, loss_cls: 1.5819, loss: 1.5819, grad_norm: 4.8408 2021-01-28 17:01:01,428 - mmaction - INFO - Epoch [226][1600/2147] lr: 7.149e-03, eta: 1 day, 6:24:11, time: 1.471, data_time: 0.001, memory: 16628, top1_acc: 0.6138, top5_acc: 0.8067, loss_cls: 1.6502, loss: 1.6502, grad_norm: 4.8573 2021-01-28 17:01:29,845 - mmaction - INFO - Epoch [226][1620/2147] lr: 7.149e-03, eta: 1 day, 6:23:36, time: 1.422, data_time: 0.003, memory: 16628, top1_acc: 0.6286, top5_acc: 0.8326, loss_cls: 1.5270, loss: 1.5270, grad_norm: 4.9425 2021-01-28 17:01:58,524 - mmaction - INFO - Epoch [226][1640/2147] lr: 7.149e-03, eta: 1 day, 6:23:02, time: 1.432, data_time: 0.004, memory: 16628, top1_acc: 0.6112, top5_acc: 0.8183, loss_cls: 1.6459, loss: 1.6459, grad_norm: 4.9393 2021-01-28 17:02:28,077 - mmaction - INFO - Epoch [226][1660/2147] lr: 7.149e-03, eta: 1 day, 6:22:28, time: 1.476, data_time: 0.010, memory: 16628, top1_acc: 0.6147, top5_acc: 0.8174, loss_cls: 1.6263, loss: 1.6263, grad_norm: 5.0127 2021-01-28 17:02:59,139 - mmaction - INFO - Epoch [226][1680/2147] lr: 7.149e-03, eta: 1 day, 6:21:54, time: 1.557, data_time: 0.006, memory: 16628, top1_acc: 0.6045, top5_acc: 0.8134, loss_cls: 1.6725, loss: 1.6725, grad_norm: 4.9873 2021-01-28 17:03:29,207 - mmaction - INFO - Epoch [226][1700/2147] lr: 7.149e-03, eta: 1 day, 6:21:20, time: 1.500, data_time: 0.001, memory: 16628, top1_acc: 0.6152, top5_acc: 0.8196, loss_cls: 1.6116, loss: 1.6116, grad_norm: 4.9850 2021-01-28 17:03:57,628 - mmaction - INFO - Epoch [226][1720/2147] lr: 7.149e-03, eta: 1 day, 6:20:45, time: 1.425, data_time: 0.007, memory: 16628, top1_acc: 0.6170, top5_acc: 0.8192, loss_cls: 1.6153, loss: 1.6153, grad_norm: 4.9431 2021-01-28 17:04:26,231 - mmaction - INFO - Epoch [226][1740/2147] lr: 7.149e-03, eta: 1 day, 6:20:11, time: 1.430, data_time: 0.003, memory: 16628, top1_acc: 0.6031, top5_acc: 0.8022, loss_cls: 1.6751, loss: 1.6751, grad_norm: 5.0190 2021-01-28 17:04:56,616 - mmaction - INFO - Epoch [226][1760/2147] lr: 7.149e-03, eta: 1 day, 6:19:37, time: 1.519, data_time: 0.001, memory: 16628, top1_acc: 0.6107, top5_acc: 0.8196, loss_cls: 1.6590, loss: 1.6590, grad_norm: 4.9860 2021-01-28 17:05:25,112 - mmaction - INFO - Epoch [226][1780/2147] lr: 7.149e-03, eta: 1 day, 6:19:02, time: 1.425, data_time: 0.002, memory: 16628, top1_acc: 0.6076, top5_acc: 0.8134, loss_cls: 1.6523, loss: 1.6523, grad_norm: 4.9854 2021-01-28 17:05:53,475 - mmaction - INFO - Epoch [226][1800/2147] lr: 7.149e-03, eta: 1 day, 6:18:28, time: 1.417, data_time: 0.001, memory: 16628, top1_acc: 0.6196, top5_acc: 0.8156, loss_cls: 1.6016, loss: 1.6016, grad_norm: 4.8881 2021-01-28 17:06:23,929 - mmaction - INFO - Epoch [226][1820/2147] lr: 7.149e-03, eta: 1 day, 6:17:54, time: 1.524, data_time: 0.053, memory: 16628, top1_acc: 0.6062, top5_acc: 0.8156, loss_cls: 1.6454, loss: 1.6454, grad_norm: 4.9540 2021-01-28 17:06:55,441 - mmaction - INFO - Epoch [226][1840/2147] lr: 7.149e-03, eta: 1 day, 6:17:20, time: 1.576, data_time: 0.002, memory: 16628, top1_acc: 0.6071, top5_acc: 0.8241, loss_cls: 1.6247, loss: 1.6247, grad_norm: 5.0096 2021-01-28 17:07:26,191 - mmaction - INFO - Epoch [226][1860/2147] lr: 7.149e-03, eta: 1 day, 6:16:46, time: 1.534, data_time: 0.001, memory: 16628, top1_acc: 0.5973, top5_acc: 0.8027, loss_cls: 1.6864, loss: 1.6864, grad_norm: 5.0270 2021-01-28 17:08:01,480 - mmaction - INFO - Epoch [226][1880/2147] lr: 7.149e-03, eta: 1 day, 6:16:12, time: 1.768, data_time: 0.005, memory: 16628, top1_acc: 0.5987, top5_acc: 0.8067, loss_cls: 1.6928, loss: 1.6928, grad_norm: 5.1992 2021-01-28 17:08:29,936 - mmaction - INFO - Epoch [226][1900/2147] lr: 7.149e-03, eta: 1 day, 6:15:38, time: 1.422, data_time: 0.003, memory: 16628, top1_acc: 0.5987, top5_acc: 0.8147, loss_cls: 1.6769, loss: 1.6769, grad_norm: 5.0700 2021-01-28 17:09:00,650 - mmaction - INFO - Epoch [226][1920/2147] lr: 7.149e-03, eta: 1 day, 6:15:04, time: 1.535, data_time: 0.002, memory: 16628, top1_acc: 0.6143, top5_acc: 0.8161, loss_cls: 1.6666, loss: 1.6666, grad_norm: 4.9922 2021-01-28 17:09:30,505 - mmaction - INFO - Epoch [226][1940/2147] lr: 7.149e-03, eta: 1 day, 6:14:29, time: 1.493, data_time: 0.006, memory: 16628, top1_acc: 0.5991, top5_acc: 0.8018, loss_cls: 1.7147, loss: 1.7147, grad_norm: 5.2363 2021-01-28 17:09:59,333 - mmaction - INFO - Epoch [226][1960/2147] lr: 7.149e-03, eta: 1 day, 6:13:55, time: 1.442, data_time: 0.002, memory: 16628, top1_acc: 0.5915, top5_acc: 0.8071, loss_cls: 1.7253, loss: 1.7253, grad_norm: 5.0351 2021-01-28 17:10:29,980 - mmaction - INFO - Epoch [226][1980/2147] lr: 7.149e-03, eta: 1 day, 6:13:21, time: 1.533, data_time: 0.003, memory: 16628, top1_acc: 0.6138, top5_acc: 0.8156, loss_cls: 1.6518, loss: 1.6518, grad_norm: 4.9932 2021-01-28 17:10:59,129 - mmaction - INFO - Epoch [226][2000/2147] lr: 7.149e-03, eta: 1 day, 6:12:47, time: 1.453, data_time: 0.002, memory: 16628, top1_acc: 0.5973, top5_acc: 0.7964, loss_cls: 1.7420, loss: 1.7420, grad_norm: 4.9417 2021-01-28 17:11:27,459 - mmaction - INFO - Epoch [226][2020/2147] lr: 7.149e-03, eta: 1 day, 6:12:12, time: 1.421, data_time: 0.006, memory: 16628, top1_acc: 0.6049, top5_acc: 0.8112, loss_cls: 1.6924, loss: 1.6924, grad_norm: 5.1295 2021-01-28 17:11:58,595 - mmaction - INFO - Epoch [226][2040/2147] lr: 7.149e-03, eta: 1 day, 6:11:38, time: 1.556, data_time: 0.001, memory: 16628, top1_acc: 0.6246, top5_acc: 0.8201, loss_cls: 1.5981, loss: 1.5981, grad_norm: 4.9564 2021-01-28 17:12:27,977 - mmaction - INFO - Epoch [226][2060/2147] lr: 7.149e-03, eta: 1 day, 6:11:04, time: 1.469, data_time: 0.004, memory: 16628, top1_acc: 0.6263, top5_acc: 0.8170, loss_cls: 1.6008, loss: 1.6008, grad_norm: 5.0336 2021-01-28 17:13:01,854 - mmaction - INFO - Epoch [226][2080/2147] lr: 7.149e-03, eta: 1 day, 6:10:30, time: 1.693, data_time: 0.001, memory: 16628, top1_acc: 0.6004, top5_acc: 0.8004, loss_cls: 1.6930, loss: 1.6930, grad_norm: 5.1380 2021-01-28 17:13:32,516 - mmaction - INFO - Epoch [226][2100/2147] lr: 7.149e-03, eta: 1 day, 6:09:56, time: 1.532, data_time: 0.001, memory: 16628, top1_acc: 0.6188, top5_acc: 0.8129, loss_cls: 1.6665, loss: 1.6665, grad_norm: 5.1419 2021-01-28 17:14:03,106 - mmaction - INFO - Epoch [226][2120/2147] lr: 7.149e-03, eta: 1 day, 6:09:22, time: 1.530, data_time: 0.003, memory: 16628, top1_acc: 0.6125, top5_acc: 0.8219, loss_cls: 1.6557, loss: 1.6557, grad_norm: 5.0400 2021-01-28 17:14:37,792 - mmaction - INFO - Epoch [226][2140/2147] lr: 7.149e-03, eta: 1 day, 6:08:49, time: 1.734, data_time: 0.067, memory: 16628, top1_acc: 0.6112, top5_acc: 0.8219, loss_cls: 1.6481, loss: 1.6481, grad_norm: 4.9698 2021-01-28 17:19:26,377 - mmaction - INFO - Epoch [227][20/2147] lr: 6.701e-03, eta: 1 day, 6:08:33, time: 13.468, data_time: 11.877, memory: 16628, top1_acc: 0.6129, top5_acc: 0.8062, loss_cls: 1.6787, loss: 1.6787, grad_norm: 5.0730 2021-01-28 17:19:55,439 - mmaction - INFO - Epoch [227][40/2147] lr: 6.701e-03, eta: 1 day, 6:07:58, time: 1.454, data_time: 0.005, memory: 16628, top1_acc: 0.6071, top5_acc: 0.8107, loss_cls: 1.6661, loss: 1.6661, grad_norm: 5.0521 2021-01-28 17:20:24,822 - mmaction - INFO - Epoch [227][60/2147] lr: 6.701e-03, eta: 1 day, 6:07:24, time: 1.471, data_time: 0.004, memory: 16628, top1_acc: 0.6062, top5_acc: 0.8116, loss_cls: 1.6547, loss: 1.6547, grad_norm: 4.9724 2021-01-28 17:20:54,345 - mmaction - INFO - Epoch [227][80/2147] lr: 6.701e-03, eta: 1 day, 6:06:50, time: 1.474, data_time: 0.005, memory: 16628, top1_acc: 0.6241, top5_acc: 0.8268, loss_cls: 1.5944, loss: 1.5944, grad_norm: 4.9465 2021-01-28 17:21:24,306 - mmaction - INFO - Epoch [227][100/2147] lr: 6.701e-03, eta: 1 day, 6:06:16, time: 1.501, data_time: 0.004, memory: 16628, top1_acc: 0.6196, top5_acc: 0.8205, loss_cls: 1.5963, loss: 1.5963, grad_norm: 5.0232 2021-01-28 17:21:55,676 - mmaction - INFO - Epoch [227][120/2147] lr: 6.701e-03, eta: 1 day, 6:05:42, time: 1.560, data_time: 0.002, memory: 16628, top1_acc: 0.6304, top5_acc: 0.8357, loss_cls: 1.5384, loss: 1.5384, grad_norm: 5.0272 2021-01-28 17:22:24,537 - mmaction - INFO - Epoch [227][140/2147] lr: 6.701e-03, eta: 1 day, 6:05:07, time: 1.449, data_time: 0.012, memory: 16628, top1_acc: 0.6161, top5_acc: 0.8089, loss_cls: 1.6482, loss: 1.6482, grad_norm: 5.0889 2021-01-28 17:22:55,667 - mmaction - INFO - Epoch [227][160/2147] lr: 6.701e-03, eta: 1 day, 6:04:33, time: 1.552, data_time: 0.005, memory: 16628, top1_acc: 0.6210, top5_acc: 0.8187, loss_cls: 1.6551, loss: 1.6551, grad_norm: 5.0432 2021-01-28 17:23:24,622 - mmaction - INFO - Epoch [227][180/2147] lr: 6.701e-03, eta: 1 day, 6:03:59, time: 1.451, data_time: 0.015, memory: 16628, top1_acc: 0.6232, top5_acc: 0.8129, loss_cls: 1.5963, loss: 1.5963, grad_norm: 4.9868 2021-01-28 17:23:54,033 - mmaction - INFO - Epoch [227][200/2147] lr: 6.701e-03, eta: 1 day, 6:03:25, time: 1.470, data_time: 0.008, memory: 16628, top1_acc: 0.6085, top5_acc: 0.8254, loss_cls: 1.6070, loss: 1.6070, grad_norm: 5.0610 2021-01-28 17:24:24,340 - mmaction - INFO - Epoch [227][220/2147] lr: 6.701e-03, eta: 1 day, 6:02:51, time: 1.517, data_time: 0.013, memory: 16628, top1_acc: 0.6237, top5_acc: 0.8165, loss_cls: 1.6129, loss: 1.6129, grad_norm: 5.0739 2021-01-28 17:24:53,160 - mmaction - INFO - Epoch [227][240/2147] lr: 6.701e-03, eta: 1 day, 6:02:16, time: 1.442, data_time: 0.004, memory: 16628, top1_acc: 0.6188, top5_acc: 0.8228, loss_cls: 1.5962, loss: 1.5962, grad_norm: 4.9183 2021-01-28 17:25:21,755 - mmaction - INFO - Epoch [227][260/2147] lr: 6.701e-03, eta: 1 day, 6:01:42, time: 1.431, data_time: 0.003, memory: 16628, top1_acc: 0.6094, top5_acc: 0.8174, loss_cls: 1.6035, loss: 1.6035, grad_norm: 5.0412 2021-01-28 17:25:53,673 - mmaction - INFO - Epoch [227][280/2147] lr: 6.701e-03, eta: 1 day, 6:01:08, time: 1.594, data_time: 0.001, memory: 16628, top1_acc: 0.6054, top5_acc: 0.8103, loss_cls: 1.6537, loss: 1.6537, grad_norm: 5.0141 2021-01-28 17:26:23,989 - mmaction - INFO - Epoch [227][300/2147] lr: 6.701e-03, eta: 1 day, 6:00:34, time: 1.518, data_time: 0.003, memory: 16628, top1_acc: 0.5951, top5_acc: 0.8174, loss_cls: 1.6553, loss: 1.6553, grad_norm: 5.0590 2021-01-28 17:26:59,478 - mmaction - INFO - Epoch [227][320/2147] lr: 6.701e-03, eta: 1 day, 6:00:00, time: 1.773, data_time: 0.007, memory: 16628, top1_acc: 0.6129, top5_acc: 0.8170, loss_cls: 1.6121, loss: 1.6121, grad_norm: 5.0102 2021-01-28 17:27:29,720 - mmaction - INFO - Epoch [227][340/2147] lr: 6.701e-03, eta: 1 day, 5:59:26, time: 1.514, data_time: 0.004, memory: 16628, top1_acc: 0.6125, top5_acc: 0.8138, loss_cls: 1.6414, loss: 1.6414, grad_norm: 4.9358 2021-01-28 17:28:04,780 - mmaction - INFO - Epoch [227][360/2147] lr: 6.701e-03, eta: 1 day, 5:58:53, time: 1.753, data_time: 0.001, memory: 16628, top1_acc: 0.5866, top5_acc: 0.8004, loss_cls: 1.7214, loss: 1.7214, grad_norm: 5.0319 2021-01-28 17:28:34,055 - mmaction - INFO - Epoch [227][380/2147] lr: 6.701e-03, eta: 1 day, 5:58:18, time: 1.461, data_time: 0.001, memory: 16628, top1_acc: 0.6228, top5_acc: 0.8321, loss_cls: 1.5784, loss: 1.5784, grad_norm: 4.9710 2021-01-28 17:29:03,421 - mmaction - INFO - Epoch [227][400/2147] lr: 6.701e-03, eta: 1 day, 5:57:44, time: 1.466, data_time: 0.007, memory: 16628, top1_acc: 0.6121, top5_acc: 0.8205, loss_cls: 1.6337, loss: 1.6337, grad_norm: 5.0047 2021-01-28 17:29:32,655 - mmaction - INFO - Epoch [227][420/2147] lr: 6.701e-03, eta: 1 day, 5:57:10, time: 1.463, data_time: 0.005, memory: 16628, top1_acc: 0.6125, top5_acc: 0.8205, loss_cls: 1.5977, loss: 1.5977, grad_norm: 5.0834 2021-01-28 17:30:03,118 - mmaction - INFO - Epoch [227][440/2147] lr: 6.701e-03, eta: 1 day, 5:56:36, time: 1.525, data_time: 0.009, memory: 16628, top1_acc: 0.6116, top5_acc: 0.8210, loss_cls: 1.6307, loss: 1.6307, grad_norm: 5.0177 2021-01-28 17:30:33,826 - mmaction - INFO - Epoch [227][460/2147] lr: 6.701e-03, eta: 1 day, 5:56:01, time: 1.535, data_time: 0.003, memory: 16628, top1_acc: 0.6241, top5_acc: 0.8121, loss_cls: 1.6231, loss: 1.6231, grad_norm: 5.0188 2021-01-28 17:31:02,716 - mmaction - INFO - Epoch [227][480/2147] lr: 6.701e-03, eta: 1 day, 5:55:27, time: 1.446, data_time: 0.009, memory: 16628, top1_acc: 0.6295, top5_acc: 0.8259, loss_cls: 1.5605, loss: 1.5605, grad_norm: 4.8341 2021-01-28 17:31:31,643 - mmaction - INFO - Epoch [227][500/2147] lr: 6.701e-03, eta: 1 day, 5:54:53, time: 1.445, data_time: 0.001, memory: 16628, top1_acc: 0.6129, top5_acc: 0.8125, loss_cls: 1.6409, loss: 1.6409, grad_norm: 5.0832 2021-01-28 17:32:01,813 - mmaction - INFO - Epoch [227][520/2147] lr: 6.701e-03, eta: 1 day, 5:54:19, time: 1.508, data_time: 0.010, memory: 16628, top1_acc: 0.6103, top5_acc: 0.8174, loss_cls: 1.6514, loss: 1.6514, grad_norm: 5.1373 2021-01-28 17:32:35,052 - mmaction - INFO - Epoch [227][540/2147] lr: 6.701e-03, eta: 1 day, 5:53:45, time: 1.660, data_time: 0.007, memory: 16628, top1_acc: 0.6161, top5_acc: 0.8094, loss_cls: 1.6708, loss: 1.6708, grad_norm: 5.0785 2021-01-28 17:33:05,682 - mmaction - INFO - Epoch [227][560/2147] lr: 6.701e-03, eta: 1 day, 5:53:11, time: 1.533, data_time: 0.011, memory: 16628, top1_acc: 0.6232, top5_acc: 0.8147, loss_cls: 1.6058, loss: 1.6058, grad_norm: 4.9520 2021-01-28 17:33:34,339 - mmaction - INFO - Epoch [227][580/2147] lr: 6.701e-03, eta: 1 day, 5:52:36, time: 1.434, data_time: 0.011, memory: 16628, top1_acc: 0.6076, top5_acc: 0.8228, loss_cls: 1.6504, loss: 1.6504, grad_norm: 5.1680 2021-01-28 17:34:03,742 - mmaction - INFO - Epoch [227][600/2147] lr: 6.701e-03, eta: 1 day, 5:52:02, time: 1.463, data_time: 0.006, memory: 16628, top1_acc: 0.6179, top5_acc: 0.8183, loss_cls: 1.6431, loss: 1.6431, grad_norm: 5.0764 2021-01-28 17:34:33,068 - mmaction - INFO - Epoch [227][620/2147] lr: 6.701e-03, eta: 1 day, 5:51:28, time: 1.474, data_time: 0.009, memory: 16628, top1_acc: 0.6210, top5_acc: 0.8125, loss_cls: 1.6214, loss: 1.6214, grad_norm: 4.9097 2021-01-28 17:35:04,000 - mmaction - INFO - Epoch [227][640/2147] lr: 6.701e-03, eta: 1 day, 5:50:54, time: 1.544, data_time: 0.005, memory: 16628, top1_acc: 0.6058, top5_acc: 0.8085, loss_cls: 1.6868, loss: 1.6868, grad_norm: 5.0692 2021-01-28 17:35:32,518 - mmaction - INFO - Epoch [227][660/2147] lr: 6.701e-03, eta: 1 day, 5:50:19, time: 1.429, data_time: 0.006, memory: 16628, top1_acc: 0.6263, top5_acc: 0.8174, loss_cls: 1.6137, loss: 1.6137, grad_norm: 5.0682 2021-01-28 17:36:00,974 - mmaction - INFO - Epoch [227][680/2147] lr: 6.701e-03, eta: 1 day, 5:49:45, time: 1.423, data_time: 0.003, memory: 16628, top1_acc: 0.6116, top5_acc: 0.8246, loss_cls: 1.6202, loss: 1.6202, grad_norm: 4.9706 2021-01-28 17:36:29,706 - mmaction - INFO - Epoch [227][700/2147] lr: 6.701e-03, eta: 1 day, 5:49:11, time: 1.435, data_time: 0.002, memory: 16628, top1_acc: 0.6147, top5_acc: 0.8138, loss_cls: 1.6139, loss: 1.6139, grad_norm: 5.0386 2021-01-28 17:37:00,148 - mmaction - INFO - Epoch [227][720/2147] lr: 6.701e-03, eta: 1 day, 5:48:37, time: 1.524, data_time: 0.006, memory: 16628, top1_acc: 0.6156, top5_acc: 0.8170, loss_cls: 1.6395, loss: 1.6395, grad_norm: 5.1516 2021-01-28 17:37:32,323 - mmaction - INFO - Epoch [227][740/2147] lr: 6.701e-03, eta: 1 day, 5:48:03, time: 1.605, data_time: 0.104, memory: 16628, top1_acc: 0.6018, top5_acc: 0.8094, loss_cls: 1.6831, loss: 1.6831, grad_norm: 5.2454 2021-01-28 17:38:03,072 - mmaction - INFO - Epoch [227][760/2147] lr: 6.701e-03, eta: 1 day, 5:47:29, time: 1.539, data_time: 0.009, memory: 16628, top1_acc: 0.6129, top5_acc: 0.8067, loss_cls: 1.6489, loss: 1.6489, grad_norm: 5.0246 2021-01-28 17:38:32,895 - mmaction - INFO - Epoch [227][780/2147] lr: 6.701e-03, eta: 1 day, 5:46:54, time: 1.492, data_time: 0.003, memory: 16628, top1_acc: 0.5964, top5_acc: 0.8152, loss_cls: 1.6719, loss: 1.6719, grad_norm: 5.2613 2021-01-28 17:39:01,866 - mmaction - INFO - Epoch [227][800/2147] lr: 6.701e-03, eta: 1 day, 5:46:20, time: 1.447, data_time: 0.014, memory: 16628, top1_acc: 0.6228, top5_acc: 0.8187, loss_cls: 1.6179, loss: 1.6179, grad_norm: 5.1120 2021-01-28 17:39:33,906 - mmaction - INFO - Epoch [227][820/2147] lr: 6.701e-03, eta: 1 day, 5:45:46, time: 1.596, data_time: 0.003, memory: 16628, top1_acc: 0.6205, top5_acc: 0.8219, loss_cls: 1.6070, loss: 1.6070, grad_norm: 5.0176 2021-01-28 17:40:02,871 - mmaction - INFO - Epoch [227][840/2147] lr: 6.701e-03, eta: 1 day, 5:45:12, time: 1.456, data_time: 0.009, memory: 16628, top1_acc: 0.6304, top5_acc: 0.8250, loss_cls: 1.5621, loss: 1.5621, grad_norm: 4.9295 2021-01-28 17:40:33,496 - mmaction - INFO - Epoch [227][860/2147] lr: 6.701e-03, eta: 1 day, 5:44:38, time: 1.524, data_time: 0.001, memory: 16628, top1_acc: 0.6250, top5_acc: 0.8179, loss_cls: 1.6320, loss: 1.6320, grad_norm: 5.1814 2021-01-28 17:41:03,410 - mmaction - INFO - Epoch [227][880/2147] lr: 6.701e-03, eta: 1 day, 5:44:04, time: 1.501, data_time: 0.012, memory: 16628, top1_acc: 0.6263, top5_acc: 0.8268, loss_cls: 1.5709, loss: 1.5709, grad_norm: 4.8823 2021-01-28 17:41:34,244 - mmaction - INFO - Epoch [227][900/2147] lr: 6.701e-03, eta: 1 day, 5:43:29, time: 1.543, data_time: 0.007, memory: 16628, top1_acc: 0.6004, top5_acc: 0.8219, loss_cls: 1.6220, loss: 1.6220, grad_norm: 5.0663 2021-01-28 17:42:04,761 - mmaction - INFO - Epoch [227][920/2147] lr: 6.701e-03, eta: 1 day, 5:42:55, time: 1.526, data_time: 0.002, memory: 16628, top1_acc: 0.6210, top5_acc: 0.8237, loss_cls: 1.6042, loss: 1.6042, grad_norm: 5.1085 2021-01-28 17:42:35,615 - mmaction - INFO - Epoch [227][940/2147] lr: 6.701e-03, eta: 1 day, 5:42:21, time: 1.543, data_time: 0.002, memory: 16628, top1_acc: 0.6286, top5_acc: 0.8277, loss_cls: 1.5563, loss: 1.5563, grad_norm: 4.9355 2021-01-28 17:43:04,703 - mmaction - INFO - Epoch [227][960/2147] lr: 6.701e-03, eta: 1 day, 5:41:47, time: 1.454, data_time: 0.002, memory: 16628, top1_acc: 0.6107, top5_acc: 0.8147, loss_cls: 1.6636, loss: 1.6636, grad_norm: 5.2115 2021-01-28 17:43:33,645 - mmaction - INFO - Epoch [227][980/2147] lr: 6.701e-03, eta: 1 day, 5:41:13, time: 1.447, data_time: 0.003, memory: 16628, top1_acc: 0.6013, top5_acc: 0.8036, loss_cls: 1.7060, loss: 1.7060, grad_norm: 5.2272 2021-01-28 17:44:06,326 - mmaction - INFO - Epoch [227][1000/2147] lr: 6.701e-03, eta: 1 day, 5:40:39, time: 1.629, data_time: 0.002, memory: 16628, top1_acc: 0.6281, top5_acc: 0.8156, loss_cls: 1.6457, loss: 1.6457, grad_norm: 4.9946 2021-01-28 17:44:36,385 - mmaction - INFO - Epoch [227][1020/2147] lr: 6.701e-03, eta: 1 day, 5:40:05, time: 1.507, data_time: 0.008, memory: 16628, top1_acc: 0.6094, top5_acc: 0.8089, loss_cls: 1.6571, loss: 1.6571, grad_norm: 5.0694 2021-01-28 17:45:11,229 - mmaction - INFO - Epoch [227][1040/2147] lr: 6.701e-03, eta: 1 day, 5:39:31, time: 1.741, data_time: 0.006, memory: 16628, top1_acc: 0.6009, top5_acc: 0.8147, loss_cls: 1.6744, loss: 1.6744, grad_norm: 5.1725 2021-01-28 17:45:41,347 - mmaction - INFO - Epoch [227][1060/2147] lr: 6.701e-03, eta: 1 day, 5:38:57, time: 1.508, data_time: 0.009, memory: 16628, top1_acc: 0.6188, top5_acc: 0.8187, loss_cls: 1.6253, loss: 1.6253, grad_norm: 5.0915 2021-01-28 17:46:17,517 - mmaction - INFO - Epoch [227][1080/2147] lr: 6.701e-03, eta: 1 day, 5:38:24, time: 1.800, data_time: 0.061, memory: 16628, top1_acc: 0.6125, top5_acc: 0.8205, loss_cls: 1.6105, loss: 1.6105, grad_norm: 5.1056 2021-01-28 17:46:48,569 - mmaction - INFO - Epoch [227][1100/2147] lr: 6.701e-03, eta: 1 day, 5:37:50, time: 1.558, data_time: 0.017, memory: 16628, top1_acc: 0.5987, top5_acc: 0.8138, loss_cls: 1.6819, loss: 1.6819, grad_norm: 5.2643 2021-01-28 17:47:22,166 - mmaction - INFO - Epoch [227][1120/2147] lr: 6.701e-03, eta: 1 day, 5:37:16, time: 1.679, data_time: 0.025, memory: 16628, top1_acc: 0.6112, top5_acc: 0.8210, loss_cls: 1.6265, loss: 1.6265, grad_norm: 5.0449 2021-01-28 17:47:54,803 - mmaction - INFO - Epoch [227][1140/2147] lr: 6.701e-03, eta: 1 day, 5:36:42, time: 1.571, data_time: 0.008, memory: 16628, top1_acc: 0.6076, top5_acc: 0.8071, loss_cls: 1.6482, loss: 1.6482, grad_norm: 5.1081 2021-01-28 17:48:23,858 - mmaction - INFO - Epoch [227][1160/2147] lr: 6.701e-03, eta: 1 day, 5:36:08, time: 1.517, data_time: 0.066, memory: 16628, top1_acc: 0.6089, top5_acc: 0.8201, loss_cls: 1.6220, loss: 1.6220, grad_norm: 5.0238 2021-01-28 17:48:52,438 - mmaction - INFO - Epoch [227][1180/2147] lr: 6.701e-03, eta: 1 day, 5:35:33, time: 1.427, data_time: 0.003, memory: 16628, top1_acc: 0.6112, top5_acc: 0.8187, loss_cls: 1.6361, loss: 1.6361, grad_norm: 5.1059 2021-01-28 17:49:22,273 - mmaction - INFO - Epoch [227][1200/2147] lr: 6.701e-03, eta: 1 day, 5:34:59, time: 1.492, data_time: 0.007, memory: 16628, top1_acc: 0.6045, top5_acc: 0.8156, loss_cls: 1.6573, loss: 1.6573, grad_norm: 5.1872 2021-01-28 17:49:50,588 - mmaction - INFO - Epoch [227][1220/2147] lr: 6.701e-03, eta: 1 day, 5:34:25, time: 1.418, data_time: 0.004, memory: 16628, top1_acc: 0.6125, top5_acc: 0.8250, loss_cls: 1.6342, loss: 1.6342, grad_norm: 5.2523 2021-01-28 17:50:21,168 - mmaction - INFO - Epoch [227][1240/2147] lr: 6.701e-03, eta: 1 day, 5:33:51, time: 1.528, data_time: 0.006, memory: 16628, top1_acc: 0.5964, top5_acc: 0.8076, loss_cls: 1.6850, loss: 1.6850, grad_norm: 5.1018 2021-01-28 17:50:49,532 - mmaction - INFO - Epoch [227][1260/2147] lr: 6.701e-03, eta: 1 day, 5:33:16, time: 1.416, data_time: 0.003, memory: 16628, top1_acc: 0.6058, top5_acc: 0.8156, loss_cls: 1.6595, loss: 1.6595, grad_norm: 5.1045 2021-01-28 17:51:19,804 - mmaction - INFO - Epoch [227][1280/2147] lr: 6.701e-03, eta: 1 day, 5:32:42, time: 1.514, data_time: 0.005, memory: 16628, top1_acc: 0.6246, top5_acc: 0.8201, loss_cls: 1.5773, loss: 1.5773, grad_norm: 4.8600 2021-01-28 17:51:49,723 - mmaction - INFO - Epoch [227][1300/2147] lr: 6.701e-03, eta: 1 day, 5:32:08, time: 1.498, data_time: 0.004, memory: 16628, top1_acc: 0.6049, top5_acc: 0.8147, loss_cls: 1.6800, loss: 1.6800, grad_norm: 5.0584 2021-01-28 17:52:21,114 - mmaction - INFO - Epoch [227][1320/2147] lr: 6.701e-03, eta: 1 day, 5:31:34, time: 1.569, data_time: 0.001, memory: 16628, top1_acc: 0.6040, top5_acc: 0.8121, loss_cls: 1.6711, loss: 1.6711, grad_norm: 5.0841 2021-01-28 17:52:49,927 - mmaction - INFO - Epoch [227][1340/2147] lr: 6.701e-03, eta: 1 day, 5:31:00, time: 1.440, data_time: 0.002, memory: 16628, top1_acc: 0.6384, top5_acc: 0.8214, loss_cls: 1.5686, loss: 1.5686, grad_norm: 4.9407 2021-01-28 17:53:21,103 - mmaction - INFO - Epoch [227][1360/2147] lr: 6.701e-03, eta: 1 day, 5:30:26, time: 1.560, data_time: 0.004, memory: 16628, top1_acc: 0.6295, top5_acc: 0.8299, loss_cls: 1.5760, loss: 1.5760, grad_norm: 5.0638 2021-01-28 17:53:51,072 - mmaction - INFO - Epoch [227][1380/2147] lr: 6.701e-03, eta: 1 day, 5:29:51, time: 1.496, data_time: 0.002, memory: 16628, top1_acc: 0.6214, top5_acc: 0.8170, loss_cls: 1.6107, loss: 1.6107, grad_norm: 4.9778 2021-01-28 17:54:22,135 - mmaction - INFO - Epoch [227][1400/2147] lr: 6.701e-03, eta: 1 day, 5:29:17, time: 1.553, data_time: 0.004, memory: 16628, top1_acc: 0.6188, top5_acc: 0.8250, loss_cls: 1.6111, loss: 1.6111, grad_norm: 5.0243 2021-01-28 17:54:53,175 - mmaction - INFO - Epoch [227][1420/2147] lr: 6.701e-03, eta: 1 day, 5:28:43, time: 1.549, data_time: 0.005, memory: 16628, top1_acc: 0.6156, top5_acc: 0.8098, loss_cls: 1.6169, loss: 1.6169, grad_norm: 5.0293 2021-01-28 17:55:21,834 - mmaction - INFO - Epoch [227][1440/2147] lr: 6.701e-03, eta: 1 day, 5:28:09, time: 1.438, data_time: 0.010, memory: 16628, top1_acc: 0.6009, top5_acc: 0.8205, loss_cls: 1.6180, loss: 1.6180, grad_norm: 5.0974 2021-01-28 17:55:53,338 - mmaction - INFO - Epoch [227][1460/2147] lr: 6.701e-03, eta: 1 day, 5:27:35, time: 1.574, data_time: 0.001, memory: 16628, top1_acc: 0.6143, top5_acc: 0.8161, loss_cls: 1.6278, loss: 1.6278, grad_norm: 5.0975 2021-01-28 17:56:23,165 - mmaction - INFO - Epoch [227][1480/2147] lr: 6.701e-03, eta: 1 day, 5:27:01, time: 1.491, data_time: 0.002, memory: 16628, top1_acc: 0.6165, top5_acc: 0.8138, loss_cls: 1.5895, loss: 1.5895, grad_norm: 4.9382 2021-01-28 17:56:58,214 - mmaction - INFO - Epoch [227][1500/2147] lr: 6.701e-03, eta: 1 day, 5:26:27, time: 1.753, data_time: 0.002, memory: 16628, top1_acc: 0.6174, top5_acc: 0.8098, loss_cls: 1.6428, loss: 1.6428, grad_norm: 5.1333 2021-01-28 17:57:29,068 - mmaction - INFO - Epoch [227][1520/2147] lr: 6.701e-03, eta: 1 day, 5:25:53, time: 1.544, data_time: 0.007, memory: 16628, top1_acc: 0.6228, top5_acc: 0.8268, loss_cls: 1.5694, loss: 1.5694, grad_norm: 5.1005 2021-01-28 17:57:59,820 - mmaction - INFO - Epoch [227][1540/2147] lr: 6.701e-03, eta: 1 day, 5:25:19, time: 1.536, data_time: 0.004, memory: 16628, top1_acc: 0.6116, top5_acc: 0.8116, loss_cls: 1.6578, loss: 1.6578, grad_norm: 4.9107 2021-01-28 17:58:28,946 - mmaction - INFO - Epoch [227][1560/2147] lr: 6.701e-03, eta: 1 day, 5:24:45, time: 1.458, data_time: 0.009, memory: 16628, top1_acc: 0.6080, top5_acc: 0.8129, loss_cls: 1.6528, loss: 1.6528, grad_norm: 5.1005 2021-01-28 17:59:00,453 - mmaction - INFO - Epoch [227][1580/2147] lr: 6.701e-03, eta: 1 day, 5:24:11, time: 1.574, data_time: 0.002, memory: 16628, top1_acc: 0.6040, top5_acc: 0.8143, loss_cls: 1.6431, loss: 1.6431, grad_norm: 5.0437 2021-01-28 17:59:29,706 - mmaction - INFO - Epoch [227][1600/2147] lr: 6.701e-03, eta: 1 day, 5:23:37, time: 1.463, data_time: 0.005, memory: 16628, top1_acc: 0.6201, top5_acc: 0.8232, loss_cls: 1.5934, loss: 1.5934, grad_norm: 5.0155 2021-01-28 18:00:00,580 - mmaction - INFO - Epoch [227][1620/2147] lr: 6.701e-03, eta: 1 day, 5:23:03, time: 1.541, data_time: 0.004, memory: 16628, top1_acc: 0.6031, top5_acc: 0.8089, loss_cls: 1.6729, loss: 1.6729, grad_norm: 5.1400 2021-01-28 18:00:29,509 - mmaction - INFO - Epoch [227][1640/2147] lr: 6.701e-03, eta: 1 day, 5:22:28, time: 1.448, data_time: 0.005, memory: 16628, top1_acc: 0.6179, top5_acc: 0.8103, loss_cls: 1.6131, loss: 1.6131, grad_norm: 4.9956 2021-01-28 18:01:00,502 - mmaction - INFO - Epoch [227][1660/2147] lr: 6.701e-03, eta: 1 day, 5:21:54, time: 1.550, data_time: 0.003, memory: 16628, top1_acc: 0.6054, top5_acc: 0.8121, loss_cls: 1.6598, loss: 1.6598, grad_norm: 5.1665 2021-01-28 18:01:33,227 - mmaction - INFO - Epoch [227][1680/2147] lr: 6.701e-03, eta: 1 day, 5:21:20, time: 1.577, data_time: 0.006, memory: 16628, top1_acc: 0.6210, top5_acc: 0.8219, loss_cls: 1.5988, loss: 1.5988, grad_norm: 5.0395 2021-01-28 18:02:09,478 - mmaction - INFO - Epoch [227][1700/2147] lr: 6.701e-03, eta: 1 day, 5:20:47, time: 1.873, data_time: 0.094, memory: 16628, top1_acc: 0.6170, top5_acc: 0.8250, loss_cls: 1.6114, loss: 1.6114, grad_norm: 4.9944 2021-01-28 18:02:40,372 - mmaction - INFO - Epoch [227][1720/2147] lr: 6.701e-03, eta: 1 day, 5:20:13, time: 1.538, data_time: 0.002, memory: 16628, top1_acc: 0.6076, top5_acc: 0.8196, loss_cls: 1.6683, loss: 1.6683, grad_norm: 5.1636 2021-01-28 18:03:09,051 - mmaction - INFO - Epoch [227][1740/2147] lr: 6.701e-03, eta: 1 day, 5:19:39, time: 1.441, data_time: 0.021, memory: 16628, top1_acc: 0.6040, top5_acc: 0.8125, loss_cls: 1.6560, loss: 1.6560, grad_norm: 5.0362 2021-01-28 18:03:37,800 - mmaction - INFO - Epoch [227][1760/2147] lr: 6.701e-03, eta: 1 day, 5:19:04, time: 1.438, data_time: 0.003, memory: 16628, top1_acc: 0.6098, top5_acc: 0.8022, loss_cls: 1.6491, loss: 1.6491, grad_norm: 5.1056 2021-01-28 18:04:07,420 - mmaction - INFO - Epoch [227][1780/2147] lr: 6.701e-03, eta: 1 day, 5:18:30, time: 1.476, data_time: 0.001, memory: 16628, top1_acc: 0.6027, top5_acc: 0.8045, loss_cls: 1.6964, loss: 1.6964, grad_norm: 5.1665 2021-01-28 18:04:39,718 - mmaction - INFO - Epoch [227][1800/2147] lr: 6.701e-03, eta: 1 day, 5:17:56, time: 1.620, data_time: 0.007, memory: 16628, top1_acc: 0.6045, top5_acc: 0.8116, loss_cls: 1.6706, loss: 1.6706, grad_norm: 5.0502 2021-01-28 18:05:10,396 - mmaction - INFO - Epoch [227][1820/2147] lr: 6.701e-03, eta: 1 day, 5:17:22, time: 1.533, data_time: 0.001, memory: 16628, top1_acc: 0.6094, top5_acc: 0.8089, loss_cls: 1.6445, loss: 1.6445, grad_norm: 4.9727 2021-01-28 18:05:39,550 - mmaction - INFO - Epoch [227][1840/2147] lr: 6.701e-03, eta: 1 day, 5:16:48, time: 1.459, data_time: 0.005, memory: 16628, top1_acc: 0.6045, top5_acc: 0.8125, loss_cls: 1.6485, loss: 1.6485, grad_norm: 5.1388 2021-01-28 18:06:08,827 - mmaction - INFO - Epoch [227][1860/2147] lr: 6.701e-03, eta: 1 day, 5:16:14, time: 1.463, data_time: 0.003, memory: 16628, top1_acc: 0.6103, top5_acc: 0.8254, loss_cls: 1.5999, loss: 1.5999, grad_norm: 5.1299 2021-01-28 18:06:37,866 - mmaction - INFO - Epoch [227][1880/2147] lr: 6.701e-03, eta: 1 day, 5:15:39, time: 1.453, data_time: 0.008, memory: 16628, top1_acc: 0.6022, top5_acc: 0.8098, loss_cls: 1.6469, loss: 1.6469, grad_norm: 5.1681 2021-01-28 18:07:11,399 - mmaction - INFO - Epoch [227][1900/2147] lr: 6.701e-03, eta: 1 day, 5:15:06, time: 1.676, data_time: 0.005, memory: 16628, top1_acc: 0.6107, top5_acc: 0.8201, loss_cls: 1.6171, loss: 1.6171, grad_norm: 5.2074 2021-01-28 18:07:41,544 - mmaction - INFO - Epoch [227][1920/2147] lr: 6.701e-03, eta: 1 day, 5:14:31, time: 1.507, data_time: 0.004, memory: 16628, top1_acc: 0.6089, top5_acc: 0.8223, loss_cls: 1.6166, loss: 1.6166, grad_norm: 5.0955 2021-01-28 18:08:13,309 - mmaction - INFO - Epoch [227][1940/2147] lr: 6.701e-03, eta: 1 day, 5:13:57, time: 1.588, data_time: 0.005, memory: 16628, top1_acc: 0.6045, top5_acc: 0.8174, loss_cls: 1.6220, loss: 1.6220, grad_norm: 4.9833 2021-01-28 18:08:43,413 - mmaction - INFO - Epoch [227][1960/2147] lr: 6.701e-03, eta: 1 day, 5:13:23, time: 1.502, data_time: 0.065, memory: 16628, top1_acc: 0.6067, top5_acc: 0.8272, loss_cls: 1.6431, loss: 1.6431, grad_norm: 5.0682 2021-01-28 18:09:13,059 - mmaction - INFO - Epoch [227][1980/2147] lr: 6.701e-03, eta: 1 day, 5:12:49, time: 1.482, data_time: 0.012, memory: 16628, top1_acc: 0.6134, top5_acc: 0.8098, loss_cls: 1.6288, loss: 1.6288, grad_norm: 5.1124 2021-01-28 18:09:42,165 - mmaction - INFO - Epoch [227][2000/2147] lr: 6.701e-03, eta: 1 day, 5:12:15, time: 1.457, data_time: 0.009, memory: 16628, top1_acc: 0.6027, top5_acc: 0.8147, loss_cls: 1.6833, loss: 1.6833, grad_norm: 5.1765 2021-01-28 18:10:13,104 - mmaction - INFO - Epoch [227][2020/2147] lr: 6.701e-03, eta: 1 day, 5:11:41, time: 1.548, data_time: 0.004, memory: 16628, top1_acc: 0.6103, top5_acc: 0.8201, loss_cls: 1.6110, loss: 1.6110, grad_norm: 5.1561 2021-01-28 18:10:43,765 - mmaction - INFO - Epoch [227][2040/2147] lr: 6.701e-03, eta: 1 day, 5:11:07, time: 1.530, data_time: 0.004, memory: 16628, top1_acc: 0.6121, top5_acc: 0.8098, loss_cls: 1.6503, loss: 1.6503, grad_norm: 5.1345 2021-01-28 18:11:12,342 - mmaction - INFO - Epoch [227][2060/2147] lr: 6.701e-03, eta: 1 day, 5:10:32, time: 1.433, data_time: 0.005, memory: 16628, top1_acc: 0.5902, top5_acc: 0.8125, loss_cls: 1.6752, loss: 1.6752, grad_norm: 5.1023 2021-01-28 18:11:42,059 - mmaction - INFO - Epoch [227][2080/2147] lr: 6.701e-03, eta: 1 day, 5:09:58, time: 1.486, data_time: 0.005, memory: 16628, top1_acc: 0.6031, top5_acc: 0.8143, loss_cls: 1.6916, loss: 1.6916, grad_norm: 4.9620 2021-01-28 18:12:16,238 - mmaction - INFO - Epoch [227][2100/2147] lr: 6.701e-03, eta: 1 day, 5:09:25, time: 1.706, data_time: 0.002, memory: 16628, top1_acc: 0.6121, top5_acc: 0.8045, loss_cls: 1.6473, loss: 1.6473, grad_norm: 5.0418 2021-01-28 18:12:45,342 - mmaction - INFO - Epoch [227][2120/2147] lr: 6.701e-03, eta: 1 day, 5:08:50, time: 1.456, data_time: 0.004, memory: 16628, top1_acc: 0.6183, top5_acc: 0.8237, loss_cls: 1.6164, loss: 1.6164, grad_norm: 5.1298 2021-01-28 18:13:14,967 - mmaction - INFO - Epoch [227][2140/2147] lr: 6.701e-03, eta: 1 day, 5:08:16, time: 1.481, data_time: 0.005, memory: 16628, top1_acc: 0.5902, top5_acc: 0.8071, loss_cls: 1.7087, loss: 1.7087, grad_norm: 5.2301 2021-01-28 18:18:00,577 - mmaction - INFO - Epoch [228][20/2147] lr: 6.266e-03, eta: 1 day, 5:07:59, time: 13.293, data_time: 11.763, memory: 16628, top1_acc: 0.6004, top5_acc: 0.8129, loss_cls: 1.6284, loss: 1.6284, grad_norm: 5.1392 2021-01-28 18:18:37,177 - mmaction - INFO - Epoch [228][40/2147] lr: 6.266e-03, eta: 1 day, 5:07:25, time: 1.829, data_time: 0.007, memory: 16628, top1_acc: 0.5960, top5_acc: 0.8210, loss_cls: 1.6769, loss: 1.6769, grad_norm: 5.1249 2021-01-28 18:19:07,848 - mmaction - INFO - Epoch [228][60/2147] lr: 6.266e-03, eta: 1 day, 5:06:51, time: 1.536, data_time: 0.007, memory: 16628, top1_acc: 0.6201, top5_acc: 0.8116, loss_cls: 1.6275, loss: 1.6275, grad_norm: 5.1482 2021-01-28 18:19:37,469 - mmaction - INFO - Epoch [228][80/2147] lr: 6.266e-03, eta: 1 day, 5:06:17, time: 1.480, data_time: 0.005, memory: 16628, top1_acc: 0.6027, top5_acc: 0.8112, loss_cls: 1.6600, loss: 1.6600, grad_norm: 5.1361 2021-01-28 18:20:07,197 - mmaction - INFO - Epoch [228][100/2147] lr: 6.266e-03, eta: 1 day, 5:05:43, time: 1.484, data_time: 0.009, memory: 16628, top1_acc: 0.6219, top5_acc: 0.8237, loss_cls: 1.5776, loss: 1.5776, grad_norm: 5.0840 2021-01-28 18:20:39,769 - mmaction - INFO - Epoch [228][120/2147] lr: 6.266e-03, eta: 1 day, 5:05:09, time: 1.630, data_time: 0.011, memory: 16628, top1_acc: 0.6277, top5_acc: 0.8295, loss_cls: 1.5528, loss: 1.5528, grad_norm: 5.0100 2021-01-28 18:21:10,419 - mmaction - INFO - Epoch [228][140/2147] lr: 6.266e-03, eta: 1 day, 5:04:35, time: 1.534, data_time: 0.008, memory: 16628, top1_acc: 0.6143, top5_acc: 0.8223, loss_cls: 1.6194, loss: 1.6194, grad_norm: 5.2621 2021-01-28 18:21:38,896 - mmaction - INFO - Epoch [228][160/2147] lr: 6.266e-03, eta: 1 day, 5:04:01, time: 1.422, data_time: 0.005, memory: 16628, top1_acc: 0.6116, top5_acc: 0.8174, loss_cls: 1.6084, loss: 1.6084, grad_norm: 5.0885 2021-01-28 18:22:11,861 - mmaction - INFO - Epoch [228][180/2147] lr: 6.266e-03, eta: 1 day, 5:03:27, time: 1.648, data_time: 0.006, memory: 16628, top1_acc: 0.6170, top5_acc: 0.8205, loss_cls: 1.6207, loss: 1.6207, grad_norm: 5.0597 2021-01-28 18:22:40,275 - mmaction - INFO - Epoch [228][200/2147] lr: 6.266e-03, eta: 1 day, 5:02:52, time: 1.423, data_time: 0.004, memory: 16628, top1_acc: 0.6031, top5_acc: 0.8080, loss_cls: 1.6784, loss: 1.6784, grad_norm: 5.1081 2021-01-28 18:23:10,308 - mmaction - INFO - Epoch [228][220/2147] lr: 6.266e-03, eta: 1 day, 5:02:18, time: 1.502, data_time: 0.002, memory: 16628, top1_acc: 0.6214, top5_acc: 0.8121, loss_cls: 1.6204, loss: 1.6204, grad_norm: 5.0618 2021-01-28 18:23:40,561 - mmaction - INFO - Epoch [228][240/2147] lr: 6.266e-03, eta: 1 day, 5:01:44, time: 1.513, data_time: 0.002, memory: 16628, top1_acc: 0.6214, top5_acc: 0.8254, loss_cls: 1.5869, loss: 1.5869, grad_norm: 4.9377 2021-01-28 18:24:12,952 - mmaction - INFO - Epoch [228][260/2147] lr: 6.266e-03, eta: 1 day, 5:01:10, time: 1.612, data_time: 0.004, memory: 16628, top1_acc: 0.6241, top5_acc: 0.8143, loss_cls: 1.5846, loss: 1.5846, grad_norm: 4.9247 2021-01-28 18:24:41,436 - mmaction - INFO - Epoch [228][280/2147] lr: 6.266e-03, eta: 1 day, 5:00:36, time: 1.432, data_time: 0.011, memory: 16628, top1_acc: 0.6201, top5_acc: 0.8263, loss_cls: 1.5683, loss: 1.5683, grad_norm: 5.2144 2021-01-28 18:25:10,655 - mmaction - INFO - Epoch [228][300/2147] lr: 6.266e-03, eta: 1 day, 5:00:02, time: 1.460, data_time: 0.003, memory: 16628, top1_acc: 0.6196, top5_acc: 0.8103, loss_cls: 1.6224, loss: 1.6224, grad_norm: 5.1905 2021-01-28 18:25:39,933 - mmaction - INFO - Epoch [228][320/2147] lr: 6.266e-03, eta: 1 day, 4:59:27, time: 1.462, data_time: 0.002, memory: 16628, top1_acc: 0.6188, top5_acc: 0.8179, loss_cls: 1.6210, loss: 1.6210, grad_norm: 5.0197 2021-01-28 18:26:09,419 - mmaction - INFO - Epoch [228][340/2147] lr: 6.266e-03, eta: 1 day, 4:58:53, time: 1.473, data_time: 0.012, memory: 16628, top1_acc: 0.6246, top5_acc: 0.8210, loss_cls: 1.5912, loss: 1.5912, grad_norm: 5.1270 2021-01-28 18:26:39,184 - mmaction - INFO - Epoch [228][360/2147] lr: 6.266e-03, eta: 1 day, 4:58:19, time: 1.464, data_time: 0.008, memory: 16628, top1_acc: 0.6161, top5_acc: 0.8143, loss_cls: 1.6196, loss: 1.6196, grad_norm: 5.2037 2021-01-28 18:27:08,206 - mmaction - INFO - Epoch [228][380/2147] lr: 6.266e-03, eta: 1 day, 4:57:45, time: 1.480, data_time: 0.031, memory: 16628, top1_acc: 0.6254, top5_acc: 0.8201, loss_cls: 1.5715, loss: 1.5715, grad_norm: 5.0178 2021-01-28 18:27:37,634 - mmaction - INFO - Epoch [228][400/2147] lr: 6.266e-03, eta: 1 day, 4:57:10, time: 1.465, data_time: 0.039, memory: 16628, top1_acc: 0.6330, top5_acc: 0.8223, loss_cls: 1.5934, loss: 1.5934, grad_norm: 5.0535 2021-01-28 18:28:08,267 - mmaction - INFO - Epoch [228][420/2147] lr: 6.266e-03, eta: 1 day, 4:56:36, time: 1.537, data_time: 0.009, memory: 16628, top1_acc: 0.6121, top5_acc: 0.8161, loss_cls: 1.6508, loss: 1.6508, grad_norm: 5.2053 2021-01-28 18:28:38,992 - mmaction - INFO - Epoch [228][440/2147] lr: 6.266e-03, eta: 1 day, 4:56:02, time: 1.534, data_time: 0.003, memory: 16628, top1_acc: 0.6397, top5_acc: 0.8304, loss_cls: 1.5233, loss: 1.5233, grad_norm: 4.9774 2021-01-28 18:29:07,387 - mmaction - INFO - Epoch [228][460/2147] lr: 6.266e-03, eta: 1 day, 4:55:28, time: 1.420, data_time: 0.005, memory: 16628, top1_acc: 0.6246, top5_acc: 0.8179, loss_cls: 1.5850, loss: 1.5850, grad_norm: 5.1386 2021-01-28 18:29:37,268 - mmaction - INFO - Epoch [228][480/2147] lr: 6.266e-03, eta: 1 day, 4:54:54, time: 1.489, data_time: 0.003, memory: 16628, top1_acc: 0.6125, top5_acc: 0.8179, loss_cls: 1.6233, loss: 1.6233, grad_norm: 5.1950 2021-01-28 18:30:07,416 - mmaction - INFO - Epoch [228][500/2147] lr: 6.266e-03, eta: 1 day, 4:54:20, time: 1.513, data_time: 0.014, memory: 16628, top1_acc: 0.6107, top5_acc: 0.8129, loss_cls: 1.6594, loss: 1.6594, grad_norm: 5.1210 2021-01-28 18:30:36,579 - mmaction - INFO - Epoch [228][520/2147] lr: 6.266e-03, eta: 1 day, 4:53:45, time: 1.459, data_time: 0.005, memory: 16628, top1_acc: 0.6326, top5_acc: 0.8335, loss_cls: 1.5335, loss: 1.5335, grad_norm: 5.1223 2021-01-28 18:31:08,217 - mmaction - INFO - Epoch [228][540/2147] lr: 6.266e-03, eta: 1 day, 4:53:11, time: 1.581, data_time: 0.003, memory: 16628, top1_acc: 0.6196, top5_acc: 0.8196, loss_cls: 1.6094, loss: 1.6094, grad_norm: 5.0938 2021-01-28 18:31:36,706 - mmaction - INFO - Epoch [228][560/2147] lr: 6.266e-03, eta: 1 day, 4:52:37, time: 1.426, data_time: 0.003, memory: 16628, top1_acc: 0.6196, top5_acc: 0.8250, loss_cls: 1.5838, loss: 1.5838, grad_norm: 5.2894 2021-01-28 18:32:09,808 - mmaction - INFO - Epoch [228][580/2147] lr: 6.266e-03, eta: 1 day, 4:52:03, time: 1.655, data_time: 0.007, memory: 16628, top1_acc: 0.6089, top5_acc: 0.8187, loss_cls: 1.6352, loss: 1.6352, grad_norm: 5.2335 2021-01-28 18:32:41,519 - mmaction - INFO - Epoch [228][600/2147] lr: 6.266e-03, eta: 1 day, 4:51:29, time: 1.585, data_time: 0.003, memory: 16628, top1_acc: 0.6161, top5_acc: 0.8295, loss_cls: 1.5885, loss: 1.5885, grad_norm: 5.1523 2021-01-28 18:33:13,874 - mmaction - INFO - Epoch [228][620/2147] lr: 6.266e-03, eta: 1 day, 4:50:55, time: 1.612, data_time: 0.001, memory: 16628, top1_acc: 0.6121, top5_acc: 0.8129, loss_cls: 1.6615, loss: 1.6615, grad_norm: 5.2048 2021-01-28 18:33:44,162 - mmaction - INFO - Epoch [228][640/2147] lr: 6.266e-03, eta: 1 day, 4:50:21, time: 1.519, data_time: 0.008, memory: 16628, top1_acc: 0.6112, top5_acc: 0.8237, loss_cls: 1.6194, loss: 1.6194, grad_norm: 5.0693 2021-01-28 18:34:14,418 - mmaction - INFO - Epoch [228][660/2147] lr: 6.266e-03, eta: 1 day, 4:49:47, time: 1.514, data_time: 0.009, memory: 16628, top1_acc: 0.6295, top5_acc: 0.8165, loss_cls: 1.6194, loss: 1.6194, grad_norm: 5.2114 2021-01-28 18:34:44,848 - mmaction - INFO - Epoch [228][680/2147] lr: 6.266e-03, eta: 1 day, 4:49:13, time: 1.521, data_time: 0.013, memory: 16628, top1_acc: 0.6174, top5_acc: 0.8187, loss_cls: 1.6337, loss: 1.6337, grad_norm: 5.0303 2021-01-28 18:35:13,685 - mmaction - INFO - Epoch [228][700/2147] lr: 6.266e-03, eta: 1 day, 4:48:39, time: 1.442, data_time: 0.019, memory: 16628, top1_acc: 0.6143, top5_acc: 0.8192, loss_cls: 1.6251, loss: 1.6251, grad_norm: 5.1825 2021-01-28 18:35:42,961 - mmaction - INFO - Epoch [228][720/2147] lr: 6.266e-03, eta: 1 day, 4:48:04, time: 1.463, data_time: 0.006, memory: 16628, top1_acc: 0.6259, top5_acc: 0.8228, loss_cls: 1.5851, loss: 1.5851, grad_norm: 4.9743 2021-01-28 18:36:11,444 - mmaction - INFO - Epoch [228][740/2147] lr: 6.266e-03, eta: 1 day, 4:47:30, time: 1.426, data_time: 0.004, memory: 16628, top1_acc: 0.6156, top5_acc: 0.8192, loss_cls: 1.5939, loss: 1.5939, grad_norm: 5.1099 2021-01-28 18:36:45,381 - mmaction - INFO - Epoch [228][760/2147] lr: 6.266e-03, eta: 1 day, 4:46:56, time: 1.606, data_time: 0.001, memory: 16628, top1_acc: 0.6080, top5_acc: 0.8165, loss_cls: 1.6062, loss: 1.6062, grad_norm: 5.1139 2021-01-28 18:37:16,280 - mmaction - INFO - Epoch [228][780/2147] lr: 6.266e-03, eta: 1 day, 4:46:22, time: 1.635, data_time: 0.096, memory: 16628, top1_acc: 0.6223, top5_acc: 0.8210, loss_cls: 1.5777, loss: 1.5777, grad_norm: 5.0858 2021-01-28 18:37:45,393 - mmaction - INFO - Epoch [228][800/2147] lr: 6.266e-03, eta: 1 day, 4:45:48, time: 1.456, data_time: 0.004, memory: 16628, top1_acc: 0.6147, top5_acc: 0.8170, loss_cls: 1.6106, loss: 1.6106, grad_norm: 5.0753 2021-01-28 18:38:20,477 - mmaction - INFO - Epoch [228][820/2147] lr: 6.266e-03, eta: 1 day, 4:45:15, time: 1.753, data_time: 0.018, memory: 16628, top1_acc: 0.6018, top5_acc: 0.8134, loss_cls: 1.6301, loss: 1.6301, grad_norm: 5.2057 2021-01-28 18:38:49,701 - mmaction - INFO - Epoch [228][840/2147] lr: 6.266e-03, eta: 1 day, 4:44:40, time: 1.463, data_time: 0.004, memory: 16628, top1_acc: 0.6214, top5_acc: 0.8326, loss_cls: 1.5512, loss: 1.5512, grad_norm: 5.0439 2021-01-28 18:39:19,621 - mmaction - INFO - Epoch [228][860/2147] lr: 6.266e-03, eta: 1 day, 4:44:06, time: 1.495, data_time: 0.002, memory: 16628, top1_acc: 0.6286, top5_acc: 0.8286, loss_cls: 1.5659, loss: 1.5659, grad_norm: 5.0279 2021-01-28 18:39:50,328 - mmaction - INFO - Epoch [228][880/2147] lr: 6.266e-03, eta: 1 day, 4:43:32, time: 1.532, data_time: 0.006, memory: 16628, top1_acc: 0.5996, top5_acc: 0.8062, loss_cls: 1.6775, loss: 1.6775, grad_norm: 5.2298 2021-01-28 18:40:20,738 - mmaction - INFO - Epoch [228][900/2147] lr: 6.266e-03, eta: 1 day, 4:42:58, time: 1.525, data_time: 0.010, memory: 16628, top1_acc: 0.6223, top5_acc: 0.8223, loss_cls: 1.5951, loss: 1.5951, grad_norm: 5.0768 2021-01-28 18:40:51,906 - mmaction - INFO - Epoch [228][920/2147] lr: 6.266e-03, eta: 1 day, 4:42:24, time: 1.556, data_time: 0.001, memory: 16628, top1_acc: 0.6040, top5_acc: 0.8174, loss_cls: 1.6563, loss: 1.6563, grad_norm: 5.2766 2021-01-28 18:41:22,352 - mmaction - INFO - Epoch [228][940/2147] lr: 6.266e-03, eta: 1 day, 4:41:50, time: 1.522, data_time: 0.004, memory: 16628, top1_acc: 0.6085, top5_acc: 0.8089, loss_cls: 1.6629, loss: 1.6629, grad_norm: 5.1566 2021-01-28 18:41:52,689 - mmaction - INFO - Epoch [228][960/2147] lr: 6.266e-03, eta: 1 day, 4:41:16, time: 1.519, data_time: 0.003, memory: 16628, top1_acc: 0.6116, top5_acc: 0.8080, loss_cls: 1.6523, loss: 1.6523, grad_norm: 5.1367 2021-01-28 18:42:22,213 - mmaction - INFO - Epoch [228][980/2147] lr: 6.266e-03, eta: 1 day, 4:40:42, time: 1.475, data_time: 0.004, memory: 16628, top1_acc: 0.6156, top5_acc: 0.8121, loss_cls: 1.6487, loss: 1.6487, grad_norm: 5.2353 2021-01-28 18:42:51,918 - mmaction - INFO - Epoch [228][1000/2147] lr: 6.266e-03, eta: 1 day, 4:40:07, time: 1.486, data_time: 0.065, memory: 16628, top1_acc: 0.6335, top5_acc: 0.8277, loss_cls: 1.5579, loss: 1.5579, grad_norm: 5.0877 2021-01-28 18:43:24,113 - mmaction - INFO - Epoch [228][1020/2147] lr: 6.266e-03, eta: 1 day, 4:39:33, time: 1.609, data_time: 0.011, memory: 16628, top1_acc: 0.6107, top5_acc: 0.8192, loss_cls: 1.6326, loss: 1.6326, grad_norm: 5.1382 2021-01-28 18:43:54,512 - mmaction - INFO - Epoch [228][1040/2147] lr: 6.266e-03, eta: 1 day, 4:38:59, time: 1.520, data_time: 0.002, memory: 16628, top1_acc: 0.6223, top5_acc: 0.8147, loss_cls: 1.6417, loss: 1.6417, grad_norm: 5.1854 2021-01-28 18:44:24,682 - mmaction - INFO - Epoch [228][1060/2147] lr: 6.266e-03, eta: 1 day, 4:38:25, time: 1.501, data_time: 0.056, memory: 16628, top1_acc: 0.6237, top5_acc: 0.8237, loss_cls: 1.5846, loss: 1.5846, grad_norm: 5.1019 2021-01-28 18:44:53,001 - mmaction - INFO - Epoch [228][1080/2147] lr: 6.266e-03, eta: 1 day, 4:37:51, time: 1.424, data_time: 0.009, memory: 16628, top1_acc: 0.6004, top5_acc: 0.8067, loss_cls: 1.6753, loss: 1.6753, grad_norm: 5.0734 2021-01-28 18:45:25,009 - mmaction - INFO - Epoch [228][1100/2147] lr: 6.266e-03, eta: 1 day, 4:37:17, time: 1.599, data_time: 0.001, memory: 16628, top1_acc: 0.6080, top5_acc: 0.8196, loss_cls: 1.6140, loss: 1.6140, grad_norm: 5.1469 2021-01-28 18:45:55,397 - mmaction - INFO - Epoch [228][1120/2147] lr: 6.266e-03, eta: 1 day, 4:36:43, time: 1.516, data_time: 0.002, memory: 16628, top1_acc: 0.6188, top5_acc: 0.8138, loss_cls: 1.6593, loss: 1.6593, grad_norm: 5.1551 2021-01-28 18:46:23,989 - mmaction - INFO - Epoch [228][1140/2147] lr: 6.266e-03, eta: 1 day, 4:36:09, time: 1.435, data_time: 0.009, memory: 16628, top1_acc: 0.6161, top5_acc: 0.8179, loss_cls: 1.6237, loss: 1.6237, grad_norm: 5.2392 2021-01-28 18:46:55,264 - mmaction - INFO - Epoch [228][1160/2147] lr: 6.266e-03, eta: 1 day, 4:35:34, time: 1.559, data_time: 0.002, memory: 16628, top1_acc: 0.6196, top5_acc: 0.8210, loss_cls: 1.5999, loss: 1.5999, grad_norm: 5.1609 2021-01-28 18:47:24,543 - mmaction - INFO - Epoch [228][1180/2147] lr: 6.266e-03, eta: 1 day, 4:35:00, time: 1.467, data_time: 0.008, memory: 16628, top1_acc: 0.6080, top5_acc: 0.8187, loss_cls: 1.6186, loss: 1.6186, grad_norm: 5.2426 2021-01-28 18:47:56,915 - mmaction - INFO - Epoch [228][1200/2147] lr: 6.266e-03, eta: 1 day, 4:34:26, time: 1.619, data_time: 0.006, memory: 16628, top1_acc: 0.6362, top5_acc: 0.8254, loss_cls: 1.5309, loss: 1.5309, grad_norm: 5.0479 2021-01-28 18:48:26,027 - mmaction - INFO - Epoch [228][1220/2147] lr: 6.266e-03, eta: 1 day, 4:33:52, time: 1.456, data_time: 0.004, memory: 16628, top1_acc: 0.6129, top5_acc: 0.8138, loss_cls: 1.6439, loss: 1.6439, grad_norm: 5.3529 2021-01-28 18:48:56,540 - mmaction - INFO - Epoch [228][1240/2147] lr: 6.266e-03, eta: 1 day, 4:33:18, time: 1.519, data_time: 0.003, memory: 16628, top1_acc: 0.6205, top5_acc: 0.8089, loss_cls: 1.6451, loss: 1.6451, grad_norm: 5.1593 2021-01-28 18:49:26,113 - mmaction - INFO - Epoch [228][1260/2147] lr: 6.266e-03, eta: 1 day, 4:32:44, time: 1.480, data_time: 0.010, memory: 16628, top1_acc: 0.6281, top5_acc: 0.8080, loss_cls: 1.6301, loss: 1.6301, grad_norm: 5.1553 2021-01-28 18:49:54,736 - mmaction - INFO - Epoch [228][1280/2147] lr: 6.266e-03, eta: 1 day, 4:32:10, time: 1.438, data_time: 0.009, memory: 16628, top1_acc: 0.6232, top5_acc: 0.8250, loss_cls: 1.6232, loss: 1.6232, grad_norm: 5.1579 2021-01-28 18:50:23,268 - mmaction - INFO - Epoch [228][1300/2147] lr: 6.266e-03, eta: 1 day, 4:31:35, time: 1.427, data_time: 0.004, memory: 16628, top1_acc: 0.6237, top5_acc: 0.8210, loss_cls: 1.5791, loss: 1.5791, grad_norm: 5.1302 2021-01-28 18:50:52,851 - mmaction - INFO - Epoch [228][1320/2147] lr: 6.266e-03, eta: 1 day, 4:31:01, time: 1.479, data_time: 0.006, memory: 16628, top1_acc: 0.6027, top5_acc: 0.8147, loss_cls: 1.6611, loss: 1.6611, grad_norm: 5.2717 2021-01-28 18:51:21,508 - mmaction - INFO - Epoch [228][1340/2147] lr: 6.266e-03, eta: 1 day, 4:30:27, time: 1.432, data_time: 0.003, memory: 16628, top1_acc: 0.6085, top5_acc: 0.8254, loss_cls: 1.6313, loss: 1.6313, grad_norm: 5.1784 2021-01-28 18:51:53,854 - mmaction - INFO - Epoch [228][1360/2147] lr: 6.266e-03, eta: 1 day, 4:29:53, time: 1.618, data_time: 0.003, memory: 16628, top1_acc: 0.6183, top5_acc: 0.8174, loss_cls: 1.6572, loss: 1.6572, grad_norm: 5.1500 2021-01-28 18:52:24,279 - mmaction - INFO - Epoch [228][1380/2147] lr: 6.266e-03, eta: 1 day, 4:29:19, time: 1.515, data_time: 0.004, memory: 16628, top1_acc: 0.6112, top5_acc: 0.8183, loss_cls: 1.6057, loss: 1.6057, grad_norm: 5.0875 2021-01-28 18:52:53,638 - mmaction - INFO - Epoch [228][1400/2147] lr: 6.266e-03, eta: 1 day, 4:28:44, time: 1.472, data_time: 0.008, memory: 16628, top1_acc: 0.6241, top5_acc: 0.8304, loss_cls: 1.5845, loss: 1.5845, grad_norm: 5.0383 2021-01-28 18:53:26,500 - mmaction - INFO - Epoch [228][1420/2147] lr: 6.266e-03, eta: 1 day, 4:28:11, time: 1.645, data_time: 0.005, memory: 16628, top1_acc: 0.6210, top5_acc: 0.8138, loss_cls: 1.6072, loss: 1.6072, grad_norm: 5.0633 2021-01-28 18:53:56,152 - mmaction - INFO - Epoch [228][1440/2147] lr: 6.266e-03, eta: 1 day, 4:27:36, time: 1.483, data_time: 0.006, memory: 16628, top1_acc: 0.6192, top5_acc: 0.8156, loss_cls: 1.6143, loss: 1.6143, grad_norm: 5.0764 2021-01-28 18:54:25,294 - mmaction - INFO - Epoch [228][1460/2147] lr: 6.266e-03, eta: 1 day, 4:27:02, time: 1.456, data_time: 0.005, memory: 16628, top1_acc: 0.6183, top5_acc: 0.8134, loss_cls: 1.6349, loss: 1.6349, grad_norm: 5.0851 2021-01-28 18:54:55,195 - mmaction - INFO - Epoch [228][1480/2147] lr: 6.266e-03, eta: 1 day, 4:26:28, time: 1.498, data_time: 0.007, memory: 16628, top1_acc: 0.6223, top5_acc: 0.8241, loss_cls: 1.5836, loss: 1.5836, grad_norm: 5.0388 2021-01-28 18:55:26,733 - mmaction - INFO - Epoch [228][1500/2147] lr: 6.266e-03, eta: 1 day, 4:25:54, time: 1.573, data_time: 0.001, memory: 16628, top1_acc: 0.6183, top5_acc: 0.8241, loss_cls: 1.6312, loss: 1.6312, grad_norm: 5.1084 2021-01-28 18:55:55,134 - mmaction - INFO - Epoch [228][1520/2147] lr: 6.266e-03, eta: 1 day, 4:25:20, time: 1.424, data_time: 0.008, memory: 16628, top1_acc: 0.6165, top5_acc: 0.8156, loss_cls: 1.6229, loss: 1.6229, grad_norm: 5.1223 2021-01-28 18:56:23,708 - mmaction - INFO - Epoch [228][1540/2147] lr: 6.266e-03, eta: 1 day, 4:24:45, time: 1.428, data_time: 0.004, memory: 16628, top1_acc: 0.6192, top5_acc: 0.8179, loss_cls: 1.6298, loss: 1.6298, grad_norm: 5.1700 2021-01-28 18:56:58,178 - mmaction - INFO - Epoch [228][1560/2147] lr: 6.266e-03, eta: 1 day, 4:24:12, time: 1.722, data_time: 0.003, memory: 16628, top1_acc: 0.6112, top5_acc: 0.8076, loss_cls: 1.6639, loss: 1.6639, grad_norm: 5.1509 2021-01-28 18:57:28,084 - mmaction - INFO - Epoch [228][1580/2147] lr: 6.266e-03, eta: 1 day, 4:23:38, time: 1.497, data_time: 0.007, memory: 16628, top1_acc: 0.6147, top5_acc: 0.8250, loss_cls: 1.6179, loss: 1.6179, grad_norm: 5.0841 2021-01-28 18:57:58,515 - mmaction - INFO - Epoch [228][1600/2147] lr: 6.266e-03, eta: 1 day, 4:23:04, time: 1.522, data_time: 0.001, memory: 16628, top1_acc: 0.6196, top5_acc: 0.8228, loss_cls: 1.6178, loss: 1.6178, grad_norm: 5.1699 2021-01-28 18:58:28,763 - mmaction - INFO - Epoch [228][1620/2147] lr: 6.266e-03, eta: 1 day, 4:22:29, time: 1.512, data_time: 0.002, memory: 16628, top1_acc: 0.6071, top5_acc: 0.8205, loss_cls: 1.5981, loss: 1.5981, grad_norm: 5.0925 2021-01-28 18:58:58,424 - mmaction - INFO - Epoch [228][1640/2147] lr: 6.266e-03, eta: 1 day, 4:21:55, time: 1.477, data_time: 0.002, memory: 16628, top1_acc: 0.6103, top5_acc: 0.8125, loss_cls: 1.6391, loss: 1.6391, grad_norm: 5.1814 2021-01-28 18:59:27,146 - mmaction - INFO - Epoch [228][1660/2147] lr: 6.266e-03, eta: 1 day, 4:21:21, time: 1.442, data_time: 0.009, memory: 16628, top1_acc: 0.6004, top5_acc: 0.7924, loss_cls: 1.7347, loss: 1.7347, grad_norm: 5.1872 2021-01-28 18:59:57,833 - mmaction - INFO - Epoch [228][1680/2147] lr: 6.266e-03, eta: 1 day, 4:20:47, time: 1.535, data_time: 0.076, memory: 16628, top1_acc: 0.6049, top5_acc: 0.8201, loss_cls: 1.6547, loss: 1.6547, grad_norm: 5.2095 2021-01-28 19:00:26,085 - mmaction - INFO - Epoch [228][1700/2147] lr: 6.266e-03, eta: 1 day, 4:20:13, time: 1.411, data_time: 0.004, memory: 16628, top1_acc: 0.6312, top5_acc: 0.8196, loss_cls: 1.5943, loss: 1.5943, grad_norm: 5.0374 2021-01-28 19:00:55,788 - mmaction - INFO - Epoch [228][1720/2147] lr: 6.266e-03, eta: 1 day, 4:19:38, time: 1.487, data_time: 0.003, memory: 16628, top1_acc: 0.5951, top5_acc: 0.8152, loss_cls: 1.6753, loss: 1.6753, grad_norm: 5.2626 2021-01-28 19:01:28,120 - mmaction - INFO - Epoch [228][1740/2147] lr: 6.266e-03, eta: 1 day, 4:19:05, time: 1.613, data_time: 0.001, memory: 16628, top1_acc: 0.6379, top5_acc: 0.8183, loss_cls: 1.6020, loss: 1.6020, grad_norm: 5.0525 2021-01-28 19:01:58,758 - mmaction - INFO - Epoch [228][1760/2147] lr: 6.266e-03, eta: 1 day, 4:18:30, time: 1.535, data_time: 0.005, memory: 16628, top1_acc: 0.6210, top5_acc: 0.8201, loss_cls: 1.6278, loss: 1.6278, grad_norm: 5.1577 2021-01-28 19:02:30,610 - mmaction - INFO - Epoch [228][1780/2147] lr: 6.266e-03, eta: 1 day, 4:17:57, time: 1.592, data_time: 0.005, memory: 16628, top1_acc: 0.5978, top5_acc: 0.8129, loss_cls: 1.6497, loss: 1.6497, grad_norm: 5.2151 2021-01-28 19:03:01,973 - mmaction - INFO - Epoch [228][1800/2147] lr: 6.266e-03, eta: 1 day, 4:17:23, time: 1.569, data_time: 0.003, memory: 16628, top1_acc: 0.6152, top5_acc: 0.8201, loss_cls: 1.6377, loss: 1.6377, grad_norm: 5.2040 2021-01-28 19:03:30,161 - mmaction - INFO - Epoch [228][1820/2147] lr: 6.266e-03, eta: 1 day, 4:16:48, time: 1.410, data_time: 0.001, memory: 16628, top1_acc: 0.6027, top5_acc: 0.8179, loss_cls: 1.6280, loss: 1.6280, grad_norm: 5.2159 2021-01-28 19:03:58,801 - mmaction - INFO - Epoch [228][1840/2147] lr: 6.266e-03, eta: 1 day, 4:16:14, time: 1.430, data_time: 0.002, memory: 16628, top1_acc: 0.6129, top5_acc: 0.8183, loss_cls: 1.5864, loss: 1.5864, grad_norm: 5.1602 2021-01-28 19:04:28,677 - mmaction - INFO - Epoch [228][1860/2147] lr: 6.266e-03, eta: 1 day, 4:15:40, time: 1.494, data_time: 0.006, memory: 16628, top1_acc: 0.6085, top5_acc: 0.8071, loss_cls: 1.6262, loss: 1.6262, grad_norm: 5.2546 2021-01-28 19:05:02,459 - mmaction - INFO - Epoch [228][1880/2147] lr: 6.266e-03, eta: 1 day, 4:15:06, time: 1.688, data_time: 0.003, memory: 16628, top1_acc: 0.6098, top5_acc: 0.8179, loss_cls: 1.6164, loss: 1.6164, grad_norm: 5.1864 2021-01-28 19:05:31,684 - mmaction - INFO - Epoch [228][1900/2147] lr: 6.266e-03, eta: 1 day, 4:14:32, time: 1.463, data_time: 0.005, memory: 16628, top1_acc: 0.6134, top5_acc: 0.8121, loss_cls: 1.6450, loss: 1.6450, grad_norm: 5.0928 2021-01-28 19:06:01,002 - mmaction - INFO - Epoch [228][1920/2147] lr: 6.266e-03, eta: 1 day, 4:13:58, time: 1.465, data_time: 0.002, memory: 16628, top1_acc: 0.6219, top5_acc: 0.8268, loss_cls: 1.5847, loss: 1.5847, grad_norm: 5.1280 2021-01-28 19:06:31,033 - mmaction - INFO - Epoch [228][1940/2147] lr: 6.266e-03, eta: 1 day, 4:13:23, time: 1.503, data_time: 0.005, memory: 16628, top1_acc: 0.6179, top5_acc: 0.8201, loss_cls: 1.6212, loss: 1.6212, grad_norm: 5.0790 2021-01-28 19:07:03,075 - mmaction - INFO - Epoch [228][1960/2147] lr: 6.266e-03, eta: 1 day, 4:12:50, time: 1.602, data_time: 0.001, memory: 16628, top1_acc: 0.6049, top5_acc: 0.8107, loss_cls: 1.6502, loss: 1.6502, grad_norm: 5.2034 2021-01-28 19:07:32,958 - mmaction - INFO - Epoch [228][1980/2147] lr: 6.266e-03, eta: 1 day, 4:12:15, time: 1.493, data_time: 0.043, memory: 16628, top1_acc: 0.6268, top5_acc: 0.8272, loss_cls: 1.5757, loss: 1.5757, grad_norm: 5.1016 2021-01-28 19:08:01,381 - mmaction - INFO - Epoch [228][2000/2147] lr: 6.266e-03, eta: 1 day, 4:11:41, time: 1.421, data_time: 0.007, memory: 16628, top1_acc: 0.6254, top5_acc: 0.8353, loss_cls: 1.5508, loss: 1.5508, grad_norm: 5.1190 2021-01-28 19:08:30,850 - mmaction - INFO - Epoch [228][2020/2147] lr: 6.266e-03, eta: 1 day, 4:11:07, time: 1.473, data_time: 0.004, memory: 16628, top1_acc: 0.6080, top5_acc: 0.8201, loss_cls: 1.6768, loss: 1.6768, grad_norm: 5.2654 2021-01-28 19:08:59,415 - mmaction - INFO - Epoch [228][2040/2147] lr: 6.266e-03, eta: 1 day, 4:10:33, time: 1.418, data_time: 0.003, memory: 16628, top1_acc: 0.6246, top5_acc: 0.8210, loss_cls: 1.6003, loss: 1.6003, grad_norm: 5.1119 2021-01-28 19:09:29,314 - mmaction - INFO - Epoch [228][2060/2147] lr: 6.266e-03, eta: 1 day, 4:09:58, time: 1.507, data_time: 0.014, memory: 16628, top1_acc: 0.6013, top5_acc: 0.8121, loss_cls: 1.6609, loss: 1.6609, grad_norm: 5.1446 2021-01-28 19:09:57,601 - mmaction - INFO - Epoch [228][2080/2147] lr: 6.266e-03, eta: 1 day, 4:09:24, time: 1.414, data_time: 0.001, memory: 16628, top1_acc: 0.6094, top5_acc: 0.8147, loss_cls: 1.6618, loss: 1.6618, grad_norm: 5.3497 2021-01-28 19:10:28,166 - mmaction - INFO - Epoch [228][2100/2147] lr: 6.266e-03, eta: 1 day, 4:08:50, time: 1.528, data_time: 0.003, memory: 16628, top1_acc: 0.6112, top5_acc: 0.8268, loss_cls: 1.6218, loss: 1.6218, grad_norm: 5.2366 2021-01-28 19:10:56,668 - mmaction - INFO - Epoch [228][2120/2147] lr: 6.266e-03, eta: 1 day, 4:08:16, time: 1.424, data_time: 0.002, memory: 16628, top1_acc: 0.6241, top5_acc: 0.8246, loss_cls: 1.5813, loss: 1.5813, grad_norm: 5.0749 2021-01-28 19:11:27,593 - mmaction - INFO - Epoch [228][2140/2147] lr: 6.266e-03, eta: 1 day, 4:07:42, time: 1.540, data_time: 0.012, memory: 16628, top1_acc: 0.6121, top5_acc: 0.8250, loss_cls: 1.6309, loss: 1.6309, grad_norm: 5.2105 2021-01-28 19:11:58,306 - mmaction - INFO - Saving checkpoint at 228 epochs 2021-01-28 19:17:07,335 - mmaction - INFO - Epoch [229][20/2147] lr: 5.846e-03, eta: 1 day, 4:07:28, time: 15.221, data_time: 13.247, memory: 16628, top1_acc: 0.6098, top5_acc: 0.8237, loss_cls: 1.6302, loss: 1.6302, grad_norm: 5.0568 2021-01-28 19:17:38,518 - mmaction - INFO - Epoch [229][40/2147] lr: 5.846e-03, eta: 1 day, 4:06:54, time: 1.563, data_time: 0.009, memory: 16628, top1_acc: 0.6357, top5_acc: 0.8259, loss_cls: 1.5771, loss: 1.5771, grad_norm: 5.1661 2021-01-28 19:18:08,664 - mmaction - INFO - Epoch [229][60/2147] lr: 5.846e-03, eta: 1 day, 4:06:20, time: 1.506, data_time: 0.003, memory: 16628, top1_acc: 0.6455, top5_acc: 0.8156, loss_cls: 1.6017, loss: 1.6017, grad_norm: 5.1201 2021-01-28 19:18:37,600 - mmaction - INFO - Epoch [229][80/2147] lr: 5.846e-03, eta: 1 day, 4:05:46, time: 1.439, data_time: 0.004, memory: 16628, top1_acc: 0.6411, top5_acc: 0.8371, loss_cls: 1.4798, loss: 1.4798, grad_norm: 5.0333 2021-01-28 19:19:09,063 - mmaction - INFO - Epoch [229][100/2147] lr: 5.846e-03, eta: 1 day, 4:05:12, time: 1.579, data_time: 0.011, memory: 16628, top1_acc: 0.6103, top5_acc: 0.8054, loss_cls: 1.6627, loss: 1.6627, grad_norm: 5.3401 2021-01-28 19:19:39,135 - mmaction - INFO - Epoch [229][120/2147] lr: 5.846e-03, eta: 1 day, 4:04:37, time: 1.506, data_time: 0.007, memory: 16628, top1_acc: 0.6335, top5_acc: 0.8219, loss_cls: 1.5650, loss: 1.5650, grad_norm: 5.0154 2021-01-28 19:20:10,490 - mmaction - INFO - Epoch [229][140/2147] lr: 5.846e-03, eta: 1 day, 4:04:03, time: 1.563, data_time: 0.011, memory: 16628, top1_acc: 0.6250, top5_acc: 0.8308, loss_cls: 1.5660, loss: 1.5660, grad_norm: 5.1648 2021-01-28 19:20:43,603 - mmaction - INFO - Epoch [229][160/2147] lr: 5.846e-03, eta: 1 day, 4:03:30, time: 1.650, data_time: 0.013, memory: 16628, top1_acc: 0.6317, top5_acc: 0.8214, loss_cls: 1.5290, loss: 1.5290, grad_norm: 4.9833 2021-01-28 19:21:12,786 - mmaction - INFO - Epoch [229][180/2147] lr: 5.846e-03, eta: 1 day, 4:02:55, time: 1.464, data_time: 0.016, memory: 16628, top1_acc: 0.6460, top5_acc: 0.8308, loss_cls: 1.5209, loss: 1.5209, grad_norm: 4.9645 2021-01-28 19:21:45,939 - mmaction - INFO - Epoch [229][200/2147] lr: 5.846e-03, eta: 1 day, 4:02:22, time: 1.662, data_time: 0.010, memory: 16628, top1_acc: 0.6112, top5_acc: 0.8116, loss_cls: 1.6393, loss: 1.6393, grad_norm: 5.1575 2021-01-28 19:22:16,257 - mmaction - INFO - Epoch [229][220/2147] lr: 5.846e-03, eta: 1 day, 4:01:48, time: 1.515, data_time: 0.011, memory: 16628, top1_acc: 0.6250, top5_acc: 0.8272, loss_cls: 1.5673, loss: 1.5673, grad_norm: 5.0882 2021-01-28 19:22:44,793 - mmaction - INFO - Epoch [229][240/2147] lr: 5.846e-03, eta: 1 day, 4:01:13, time: 1.430, data_time: 0.007, memory: 16628, top1_acc: 0.6321, top5_acc: 0.8254, loss_cls: 1.5735, loss: 1.5735, grad_norm: 5.1384 2021-01-28 19:23:14,186 - mmaction - INFO - Epoch [229][260/2147] lr: 5.846e-03, eta: 1 day, 4:00:39, time: 1.468, data_time: 0.003, memory: 16628, top1_acc: 0.6228, top5_acc: 0.8156, loss_cls: 1.5938, loss: 1.5938, grad_norm: 5.2041 2021-01-28 19:23:43,111 - mmaction - INFO - Epoch [229][280/2147] lr: 5.846e-03, eta: 1 day, 4:00:05, time: 1.447, data_time: 0.011, memory: 16628, top1_acc: 0.6094, top5_acc: 0.8214, loss_cls: 1.6235, loss: 1.6235, grad_norm: 5.3277 2021-01-28 19:24:11,986 - mmaction - INFO - Epoch [229][300/2147] lr: 5.846e-03, eta: 1 day, 3:59:30, time: 1.442, data_time: 0.003, memory: 16628, top1_acc: 0.6156, top5_acc: 0.8277, loss_cls: 1.6246, loss: 1.6246, grad_norm: 5.3626 2021-01-28 19:24:41,898 - mmaction - INFO - Epoch [229][320/2147] lr: 5.846e-03, eta: 1 day, 3:58:56, time: 1.497, data_time: 0.007, memory: 16628, top1_acc: 0.6308, top5_acc: 0.8281, loss_cls: 1.5527, loss: 1.5527, grad_norm: 5.1810 2021-01-28 19:25:13,360 - mmaction - INFO - Epoch [229][340/2147] lr: 5.846e-03, eta: 1 day, 3:58:22, time: 1.572, data_time: 0.004, memory: 16628, top1_acc: 0.6268, top5_acc: 0.8228, loss_cls: 1.5906, loss: 1.5906, grad_norm: 5.1684 2021-01-28 19:25:43,645 - mmaction - INFO - Epoch [229][360/2147] lr: 5.846e-03, eta: 1 day, 3:57:48, time: 1.516, data_time: 0.006, memory: 16628, top1_acc: 0.6112, top5_acc: 0.8214, loss_cls: 1.6312, loss: 1.6312, grad_norm: 5.4220 2021-01-28 19:26:14,018 - mmaction - INFO - Epoch [229][380/2147] lr: 5.846e-03, eta: 1 day, 3:57:14, time: 1.516, data_time: 0.007, memory: 16628, top1_acc: 0.6263, top5_acc: 0.8152, loss_cls: 1.5881, loss: 1.5881, grad_norm: 5.1273 2021-01-28 19:26:44,337 - mmaction - INFO - Epoch [229][400/2147] lr: 5.846e-03, eta: 1 day, 3:56:40, time: 1.518, data_time: 0.005, memory: 16628, top1_acc: 0.6263, top5_acc: 0.8174, loss_cls: 1.6154, loss: 1.6154, grad_norm: 5.2759 2021-01-28 19:27:13,192 - mmaction - INFO - Epoch [229][420/2147] lr: 5.846e-03, eta: 1 day, 3:56:06, time: 1.442, data_time: 0.003, memory: 16628, top1_acc: 0.6232, top5_acc: 0.8237, loss_cls: 1.5832, loss: 1.5832, grad_norm: 5.0922 2021-01-28 19:27:43,017 - mmaction - INFO - Epoch [229][440/2147] lr: 5.846e-03, eta: 1 day, 3:55:32, time: 1.492, data_time: 0.005, memory: 16628, top1_acc: 0.6125, top5_acc: 0.8286, loss_cls: 1.6149, loss: 1.6149, grad_norm: 5.2542 2021-01-28 19:28:11,665 - mmaction - INFO - Epoch [229][460/2147] lr: 5.846e-03, eta: 1 day, 3:54:57, time: 1.433, data_time: 0.001, memory: 16628, top1_acc: 0.6058, top5_acc: 0.8165, loss_cls: 1.6286, loss: 1.6286, grad_norm: 5.1998 2021-01-28 19:28:48,428 - mmaction - INFO - Epoch [229][480/2147] lr: 5.846e-03, eta: 1 day, 3:54:24, time: 1.835, data_time: 0.012, memory: 16628, top1_acc: 0.6411, top5_acc: 0.8344, loss_cls: 1.5265, loss: 1.5265, grad_norm: 5.1290 2021-01-28 19:29:20,746 - mmaction - INFO - Epoch [229][500/2147] lr: 5.846e-03, eta: 1 day, 3:53:50, time: 1.615, data_time: 0.012, memory: 16628, top1_acc: 0.6138, top5_acc: 0.8205, loss_cls: 1.6123, loss: 1.6123, grad_norm: 5.2278 2021-01-28 19:29:52,662 - mmaction - INFO - Epoch [229][520/2147] lr: 5.846e-03, eta: 1 day, 3:53:16, time: 1.594, data_time: 0.008, memory: 16628, top1_acc: 0.6219, top5_acc: 0.8254, loss_cls: 1.6019, loss: 1.6019, grad_norm: 5.2439 2021-01-28 19:30:22,441 - mmaction - INFO - Epoch [229][540/2147] lr: 5.846e-03, eta: 1 day, 3:52:42, time: 1.492, data_time: 0.013, memory: 16628, top1_acc: 0.6272, top5_acc: 0.8263, loss_cls: 1.5230, loss: 1.5230, grad_norm: 5.0740 2021-01-28 19:30:53,495 - mmaction - INFO - Epoch [229][560/2147] lr: 5.846e-03, eta: 1 day, 3:52:08, time: 1.551, data_time: 0.004, memory: 16628, top1_acc: 0.6259, top5_acc: 0.8286, loss_cls: 1.5739, loss: 1.5739, grad_norm: 5.2814 2021-01-28 19:31:25,530 - mmaction - INFO - Epoch [229][580/2147] lr: 5.846e-03, eta: 1 day, 3:51:34, time: 1.603, data_time: 0.009, memory: 16628, top1_acc: 0.6299, top5_acc: 0.8299, loss_cls: 1.5314, loss: 1.5314, grad_norm: 5.1082 2021-01-28 19:31:56,153 - mmaction - INFO - Epoch [229][600/2147] lr: 5.846e-03, eta: 1 day, 3:51:00, time: 1.534, data_time: 0.014, memory: 16628, top1_acc: 0.6134, top5_acc: 0.8156, loss_cls: 1.6264, loss: 1.6264, grad_norm: 5.2497 2021-01-28 19:32:30,642 - mmaction - INFO - Epoch [229][620/2147] lr: 5.846e-03, eta: 1 day, 3:50:26, time: 1.716, data_time: 0.002, memory: 16628, top1_acc: 0.6321, top5_acc: 0.8308, loss_cls: 1.5549, loss: 1.5549, grad_norm: 5.1828 2021-01-28 19:32:59,228 - mmaction - INFO - Epoch [229][640/2147] lr: 5.846e-03, eta: 1 day, 3:49:52, time: 1.437, data_time: 0.017, memory: 16628, top1_acc: 0.6326, top5_acc: 0.8281, loss_cls: 1.5774, loss: 1.5774, grad_norm: 5.0758 2021-01-28 19:33:28,328 - mmaction - INFO - Epoch [229][660/2147] lr: 5.846e-03, eta: 1 day, 3:49:18, time: 1.452, data_time: 0.005, memory: 16628, top1_acc: 0.6179, top5_acc: 0.8228, loss_cls: 1.5898, loss: 1.5898, grad_norm: 5.1567 2021-01-28 19:34:01,262 - mmaction - INFO - Epoch [229][680/2147] lr: 5.846e-03, eta: 1 day, 3:48:44, time: 1.649, data_time: 0.010, memory: 16628, top1_acc: 0.6237, top5_acc: 0.8286, loss_cls: 1.5933, loss: 1.5933, grad_norm: 5.2875 2021-01-28 19:34:32,593 - mmaction - INFO - Epoch [229][700/2147] lr: 5.846e-03, eta: 1 day, 3:48:10, time: 1.564, data_time: 0.005, memory: 16628, top1_acc: 0.6156, top5_acc: 0.8205, loss_cls: 1.5982, loss: 1.5982, grad_norm: 5.2626 2021-01-28 19:35:04,818 - mmaction - INFO - Epoch [229][720/2147] lr: 5.846e-03, eta: 1 day, 3:47:36, time: 1.613, data_time: 0.013, memory: 16628, top1_acc: 0.6187, top5_acc: 0.8246, loss_cls: 1.6005, loss: 1.6005, grad_norm: 5.1555 2021-01-28 19:35:33,453 - mmaction - INFO - Epoch [229][740/2147] lr: 5.846e-03, eta: 1 day, 3:47:02, time: 1.434, data_time: 0.006, memory: 16628, top1_acc: 0.6321, top5_acc: 0.8232, loss_cls: 1.5898, loss: 1.5898, grad_norm: 5.0468 2021-01-28 19:36:01,985 - mmaction - INFO - Epoch [229][760/2147] lr: 5.846e-03, eta: 1 day, 3:46:28, time: 1.427, data_time: 0.003, memory: 16628, top1_acc: 0.6259, top5_acc: 0.8304, loss_cls: 1.5618, loss: 1.5618, grad_norm: 5.2557 2021-01-28 19:36:33,039 - mmaction - INFO - Epoch [229][780/2147] lr: 5.846e-03, eta: 1 day, 3:45:54, time: 1.507, data_time: 0.002, memory: 16628, top1_acc: 0.6237, top5_acc: 0.8223, loss_cls: 1.6014, loss: 1.6014, grad_norm: 5.2282 2021-01-28 19:37:06,017 - mmaction - INFO - Epoch [229][800/2147] lr: 5.846e-03, eta: 1 day, 3:45:20, time: 1.694, data_time: 0.062, memory: 16628, top1_acc: 0.6183, top5_acc: 0.8228, loss_cls: 1.5853, loss: 1.5853, grad_norm: 5.0686 2021-01-28 19:37:36,746 - mmaction - INFO - Epoch [229][820/2147] lr: 5.846e-03, eta: 1 day, 3:44:46, time: 1.536, data_time: 0.005, memory: 16628, top1_acc: 0.6228, top5_acc: 0.8201, loss_cls: 1.5766, loss: 1.5766, grad_norm: 5.1344 2021-01-28 19:38:06,676 - mmaction - INFO - Epoch [229][840/2147] lr: 5.846e-03, eta: 1 day, 3:44:12, time: 1.497, data_time: 0.073, memory: 16628, top1_acc: 0.6397, top5_acc: 0.8286, loss_cls: 1.5310, loss: 1.5310, grad_norm: 5.1624 2021-01-28 19:38:37,662 - mmaction - INFO - Epoch [229][860/2147] lr: 5.846e-03, eta: 1 day, 3:43:38, time: 1.546, data_time: 0.002, memory: 16628, top1_acc: 0.6152, top5_acc: 0.8174, loss_cls: 1.6294, loss: 1.6294, grad_norm: 5.3892 2021-01-28 19:39:06,294 - mmaction - INFO - Epoch [229][880/2147] lr: 5.846e-03, eta: 1 day, 3:43:03, time: 1.435, data_time: 0.006, memory: 16628, top1_acc: 0.6174, top5_acc: 0.8138, loss_cls: 1.6262, loss: 1.6262, grad_norm: 5.3006 2021-01-28 19:39:37,669 - mmaction - INFO - Epoch [229][900/2147] lr: 5.846e-03, eta: 1 day, 3:42:29, time: 1.560, data_time: 0.008, memory: 16628, top1_acc: 0.6201, top5_acc: 0.8232, loss_cls: 1.5954, loss: 1.5954, grad_norm: 5.2723 2021-01-28 19:40:06,973 - mmaction - INFO - Epoch [229][920/2147] lr: 5.846e-03, eta: 1 day, 3:41:55, time: 1.473, data_time: 0.019, memory: 16628, top1_acc: 0.6406, top5_acc: 0.8219, loss_cls: 1.5518, loss: 1.5518, grad_norm: 5.0384 2021-01-28 19:40:35,450 - mmaction - INFO - Epoch [229][940/2147] lr: 5.846e-03, eta: 1 day, 3:41:21, time: 1.424, data_time: 0.002, memory: 16628, top1_acc: 0.6121, top5_acc: 0.8183, loss_cls: 1.5938, loss: 1.5938, grad_norm: 5.2934 2021-01-28 19:41:05,289 - mmaction - INFO - Epoch [229][960/2147] lr: 5.846e-03, eta: 1 day, 3:40:47, time: 1.488, data_time: 0.008, memory: 16628, top1_acc: 0.6254, top5_acc: 0.8219, loss_cls: 1.5966, loss: 1.5966, grad_norm: 5.2646 2021-01-28 19:41:34,641 - mmaction - INFO - Epoch [229][980/2147] lr: 5.846e-03, eta: 1 day, 3:40:12, time: 1.472, data_time: 0.007, memory: 16628, top1_acc: 0.6183, top5_acc: 0.8094, loss_cls: 1.6368, loss: 1.6368, grad_norm: 5.3566 2021-01-28 19:42:07,726 - mmaction - INFO - Epoch [229][1000/2147] lr: 5.846e-03, eta: 1 day, 3:39:39, time: 1.652, data_time: 0.011, memory: 16628, top1_acc: 0.6143, top5_acc: 0.8232, loss_cls: 1.6155, loss: 1.6155, grad_norm: 5.3082 2021-01-28 19:42:38,559 - mmaction - INFO - Epoch [229][1020/2147] lr: 5.846e-03, eta: 1 day, 3:39:05, time: 1.543, data_time: 0.006, memory: 16628, top1_acc: 0.6129, top5_acc: 0.8045, loss_cls: 1.6583, loss: 1.6583, grad_norm: 5.2697 2021-01-28 19:43:06,831 - mmaction - INFO - Epoch [229][1040/2147] lr: 5.846e-03, eta: 1 day, 3:38:30, time: 1.414, data_time: 0.005, memory: 16628, top1_acc: 0.6335, top5_acc: 0.8228, loss_cls: 1.5512, loss: 1.5512, grad_norm: 5.1280 2021-01-28 19:43:36,629 - mmaction - INFO - Epoch [229][1060/2147] lr: 5.846e-03, eta: 1 day, 3:37:56, time: 1.487, data_time: 0.007, memory: 16628, top1_acc: 0.6165, top5_acc: 0.8317, loss_cls: 1.5916, loss: 1.5916, grad_norm: 5.1527 2021-01-28 19:44:08,011 - mmaction - INFO - Epoch [229][1080/2147] lr: 5.846e-03, eta: 1 day, 3:37:22, time: 1.569, data_time: 0.010, memory: 16628, top1_acc: 0.6013, top5_acc: 0.8165, loss_cls: 1.6503, loss: 1.6503, grad_norm: 5.3667 2021-01-28 19:44:40,774 - mmaction - INFO - Epoch [229][1100/2147] lr: 5.846e-03, eta: 1 day, 3:36:48, time: 1.641, data_time: 0.009, memory: 16628, top1_acc: 0.6348, top5_acc: 0.8250, loss_cls: 1.5441, loss: 1.5441, grad_norm: 5.0081 2021-01-28 19:45:09,901 - mmaction - INFO - Epoch [229][1120/2147] lr: 5.846e-03, eta: 1 day, 3:36:14, time: 1.456, data_time: 0.004, memory: 16628, top1_acc: 0.6134, top5_acc: 0.8272, loss_cls: 1.6033, loss: 1.6033, grad_norm: 5.3168 2021-01-28 19:45:38,689 - mmaction - INFO - Epoch [229][1140/2147] lr: 5.846e-03, eta: 1 day, 3:35:40, time: 1.434, data_time: 0.004, memory: 16628, top1_acc: 0.6196, top5_acc: 0.8134, loss_cls: 1.6131, loss: 1.6131, grad_norm: 5.1756 2021-01-28 19:46:09,469 - mmaction - INFO - Epoch [229][1160/2147] lr: 5.846e-03, eta: 1 day, 3:35:06, time: 1.544, data_time: 0.015, memory: 16628, top1_acc: 0.6281, top5_acc: 0.8214, loss_cls: 1.5972, loss: 1.5972, grad_norm: 5.1655 2021-01-28 19:46:42,920 - mmaction - INFO - Epoch [229][1180/2147] lr: 5.846e-03, eta: 1 day, 3:34:32, time: 1.560, data_time: 0.004, memory: 16628, top1_acc: 0.6223, top5_acc: 0.8223, loss_cls: 1.5844, loss: 1.5844, grad_norm: 5.0494 2021-01-28 19:47:11,969 - mmaction - INFO - Epoch [229][1200/2147] lr: 5.846e-03, eta: 1 day, 3:33:58, time: 1.557, data_time: 0.116, memory: 16628, top1_acc: 0.6076, top5_acc: 0.8156, loss_cls: 1.6107, loss: 1.6107, grad_norm: 5.3090 2021-01-28 19:47:41,649 - mmaction - INFO - Epoch [229][1220/2147] lr: 5.846e-03, eta: 1 day, 3:33:24, time: 1.488, data_time: 0.015, memory: 16628, top1_acc: 0.6268, top5_acc: 0.8254, loss_cls: 1.5716, loss: 1.5716, grad_norm: 5.1298 2021-01-28 19:48:11,422 - mmaction - INFO - Epoch [229][1240/2147] lr: 5.846e-03, eta: 1 day, 3:32:50, time: 1.494, data_time: 0.013, memory: 16628, top1_acc: 0.6219, top5_acc: 0.8183, loss_cls: 1.5748, loss: 1.5748, grad_norm: 5.1413 2021-01-28 19:48:40,515 - mmaction - INFO - Epoch [229][1260/2147] lr: 5.846e-03, eta: 1 day, 3:32:15, time: 1.453, data_time: 0.004, memory: 16628, top1_acc: 0.6058, top5_acc: 0.8170, loss_cls: 1.6579, loss: 1.6579, grad_norm: 5.2788 2021-01-28 19:49:11,147 - mmaction - INFO - Epoch [229][1280/2147] lr: 5.846e-03, eta: 1 day, 3:31:41, time: 1.533, data_time: 0.009, memory: 16628, top1_acc: 0.6353, top5_acc: 0.8241, loss_cls: 1.5632, loss: 1.5632, grad_norm: 5.2820 2021-01-28 19:49:40,753 - mmaction - INFO - Epoch [229][1300/2147] lr: 5.846e-03, eta: 1 day, 3:31:07, time: 1.478, data_time: 0.005, memory: 16628, top1_acc: 0.6295, top5_acc: 0.8147, loss_cls: 1.6044, loss: 1.6044, grad_norm: 5.2002 2021-01-28 19:50:10,952 - mmaction - INFO - Epoch [229][1320/2147] lr: 5.846e-03, eta: 1 day, 3:30:33, time: 1.513, data_time: 0.009, memory: 16628, top1_acc: 0.6147, top5_acc: 0.8076, loss_cls: 1.6631, loss: 1.6631, grad_norm: 5.3649 2021-01-28 19:50:41,516 - mmaction - INFO - Epoch [229][1340/2147] lr: 5.846e-03, eta: 1 day, 3:29:59, time: 1.528, data_time: 0.002, memory: 16628, top1_acc: 0.6116, top5_acc: 0.8219, loss_cls: 1.5836, loss: 1.5836, grad_norm: 5.2204 2021-01-28 19:51:11,898 - mmaction - INFO - Epoch [229][1360/2147] lr: 5.846e-03, eta: 1 day, 3:29:25, time: 1.519, data_time: 0.002, memory: 16628, top1_acc: 0.6335, top5_acc: 0.8286, loss_cls: 1.5913, loss: 1.5913, grad_norm: 5.3631 2021-01-28 19:51:44,534 - mmaction - INFO - Epoch [229][1380/2147] lr: 5.846e-03, eta: 1 day, 3:28:51, time: 1.603, data_time: 0.001, memory: 16628, top1_acc: 0.6152, top5_acc: 0.8187, loss_cls: 1.6165, loss: 1.6165, grad_norm: 5.3819 2021-01-28 19:52:13,263 - mmaction - INFO - Epoch [229][1400/2147] lr: 5.846e-03, eta: 1 day, 3:28:17, time: 1.465, data_time: 0.032, memory: 16628, top1_acc: 0.6299, top5_acc: 0.8263, loss_cls: 1.5694, loss: 1.5694, grad_norm: 5.3539 2021-01-28 19:52:42,965 - mmaction - INFO - Epoch [229][1420/2147] lr: 5.846e-03, eta: 1 day, 3:27:43, time: 1.477, data_time: 0.002, memory: 16628, top1_acc: 0.6080, top5_acc: 0.8134, loss_cls: 1.6451, loss: 1.6451, grad_norm: 5.2659 2021-01-28 19:53:12,366 - mmaction - INFO - Epoch [229][1440/2147] lr: 5.846e-03, eta: 1 day, 3:27:08, time: 1.478, data_time: 0.010, memory: 16628, top1_acc: 0.6187, top5_acc: 0.8174, loss_cls: 1.6300, loss: 1.6300, grad_norm: 5.1371 2021-01-28 19:53:43,194 - mmaction - INFO - Epoch [229][1460/2147] lr: 5.846e-03, eta: 1 day, 3:26:34, time: 1.538, data_time: 0.002, memory: 16628, top1_acc: 0.6344, top5_acc: 0.8326, loss_cls: 1.5435, loss: 1.5435, grad_norm: 5.1366 2021-01-28 19:54:13,552 - mmaction - INFO - Epoch [229][1480/2147] lr: 5.846e-03, eta: 1 day, 3:26:00, time: 1.519, data_time: 0.008, memory: 16628, top1_acc: 0.6134, top5_acc: 0.8147, loss_cls: 1.6348, loss: 1.6348, grad_norm: 5.1706 2021-01-28 19:54:46,718 - mmaction - INFO - Epoch [229][1500/2147] lr: 5.846e-03, eta: 1 day, 3:25:27, time: 1.653, data_time: 0.006, memory: 16628, top1_acc: 0.6263, top5_acc: 0.8129, loss_cls: 1.6170, loss: 1.6170, grad_norm: 5.2036 2021-01-28 19:55:19,820 - mmaction - INFO - Epoch [229][1520/2147] lr: 5.846e-03, eta: 1 day, 3:24:53, time: 1.662, data_time: 0.012, memory: 16628, top1_acc: 0.6098, top5_acc: 0.8098, loss_cls: 1.6658, loss: 1.6658, grad_norm: 5.3013 2021-01-28 19:55:48,225 - mmaction - INFO - Epoch [229][1540/2147] lr: 5.846e-03, eta: 1 day, 3:24:18, time: 1.421, data_time: 0.005, memory: 16628, top1_acc: 0.6277, top5_acc: 0.8165, loss_cls: 1.6201, loss: 1.6201, grad_norm: 5.2702 2021-01-28 19:56:17,404 - mmaction - INFO - Epoch [229][1560/2147] lr: 5.846e-03, eta: 1 day, 3:23:44, time: 1.460, data_time: 0.011, memory: 16628, top1_acc: 0.6058, top5_acc: 0.8170, loss_cls: 1.6722, loss: 1.6722, grad_norm: 5.3015 2021-01-28 19:56:47,944 - mmaction - INFO - Epoch [229][1580/2147] lr: 5.846e-03, eta: 1 day, 3:23:10, time: 1.525, data_time: 0.007, memory: 16628, top1_acc: 0.6170, top5_acc: 0.8228, loss_cls: 1.6256, loss: 1.6256, grad_norm: 5.1858 2021-01-28 19:57:16,470 - mmaction - INFO - Epoch [229][1600/2147] lr: 5.846e-03, eta: 1 day, 3:22:36, time: 1.426, data_time: 0.004, memory: 16628, top1_acc: 0.6411, top5_acc: 0.8326, loss_cls: 1.5164, loss: 1.5164, grad_norm: 5.0284 2021-01-28 19:57:46,591 - mmaction - INFO - Epoch [229][1620/2147] lr: 5.846e-03, eta: 1 day, 3:22:02, time: 1.509, data_time: 0.004, memory: 16628, top1_acc: 0.6103, top5_acc: 0.8161, loss_cls: 1.6034, loss: 1.6034, grad_norm: 5.2045 2021-01-28 19:58:15,998 - mmaction - INFO - Epoch [229][1640/2147] lr: 5.846e-03, eta: 1 day, 3:21:28, time: 1.467, data_time: 0.004, memory: 16628, top1_acc: 0.6188, top5_acc: 0.8295, loss_cls: 1.5342, loss: 1.5342, grad_norm: 5.1382 2021-01-28 19:58:47,460 - mmaction - INFO - Epoch [229][1660/2147] lr: 5.846e-03, eta: 1 day, 3:20:54, time: 1.577, data_time: 0.005, memory: 16628, top1_acc: 0.6103, top5_acc: 0.8129, loss_cls: 1.6445, loss: 1.6445, grad_norm: 5.2555 2021-01-28 19:59:17,978 - mmaction - INFO - Epoch [229][1680/2147] lr: 5.846e-03, eta: 1 day, 3:20:20, time: 1.524, data_time: 0.005, memory: 16628, top1_acc: 0.6089, top5_acc: 0.8348, loss_cls: 1.5386, loss: 1.5386, grad_norm: 5.2468 2021-01-28 19:59:46,619 - mmaction - INFO - Epoch [229][1700/2147] lr: 5.846e-03, eta: 1 day, 3:19:45, time: 1.428, data_time: 0.003, memory: 16628, top1_acc: 0.6348, top5_acc: 0.8263, loss_cls: 1.5900, loss: 1.5900, grad_norm: 5.1977 2021-01-28 20:00:15,898 - mmaction - INFO - Epoch [229][1720/2147] lr: 5.846e-03, eta: 1 day, 3:19:11, time: 1.468, data_time: 0.008, memory: 16628, top1_acc: 0.6259, top5_acc: 0.8219, loss_cls: 1.5984, loss: 1.5984, grad_norm: 5.2136 2021-01-28 20:00:44,264 - mmaction - INFO - Epoch [229][1740/2147] lr: 5.846e-03, eta: 1 day, 3:18:37, time: 1.416, data_time: 0.002, memory: 16628, top1_acc: 0.6210, top5_acc: 0.8232, loss_cls: 1.5794, loss: 1.5794, grad_norm: 5.1540 2021-01-28 20:01:15,456 - mmaction - INFO - Epoch [229][1760/2147] lr: 5.846e-03, eta: 1 day, 3:18:03, time: 1.559, data_time: 0.006, memory: 16628, top1_acc: 0.6080, top5_acc: 0.8147, loss_cls: 1.6188, loss: 1.6188, grad_norm: 5.2161 2021-01-28 20:01:51,966 - mmaction - INFO - Epoch [229][1780/2147] lr: 5.846e-03, eta: 1 day, 3:17:29, time: 1.822, data_time: 0.005, memory: 16628, top1_acc: 0.6179, top5_acc: 0.8201, loss_cls: 1.6139, loss: 1.6139, grad_norm: 5.2609 2021-01-28 20:02:22,141 - mmaction - INFO - Epoch [229][1800/2147] lr: 5.846e-03, eta: 1 day, 3:16:55, time: 1.513, data_time: 0.010, memory: 16628, top1_acc: 0.6228, top5_acc: 0.8205, loss_cls: 1.6071, loss: 1.6071, grad_norm: 5.1637 2021-01-28 20:02:53,609 - mmaction - INFO - Epoch [229][1820/2147] lr: 5.846e-03, eta: 1 day, 3:16:21, time: 1.575, data_time: 0.007, memory: 16628, top1_acc: 0.6286, top5_acc: 0.8277, loss_cls: 1.5790, loss: 1.5790, grad_norm: 5.2934 2021-01-28 20:03:24,439 - mmaction - INFO - Epoch [229][1840/2147] lr: 5.846e-03, eta: 1 day, 3:15:47, time: 1.539, data_time: 0.002, memory: 16628, top1_acc: 0.6098, top5_acc: 0.8214, loss_cls: 1.6040, loss: 1.6040, grad_norm: 5.2041 2021-01-28 20:03:56,668 - mmaction - INFO - Epoch [229][1860/2147] lr: 5.846e-03, eta: 1 day, 3:15:13, time: 1.615, data_time: 0.014, memory: 16628, top1_acc: 0.6147, top5_acc: 0.8112, loss_cls: 1.6518, loss: 1.6518, grad_norm: 5.2625 2021-01-28 20:04:30,718 - mmaction - INFO - Epoch [229][1880/2147] lr: 5.846e-03, eta: 1 day, 3:14:40, time: 1.701, data_time: 0.006, memory: 16628, top1_acc: 0.6272, top5_acc: 0.8259, loss_cls: 1.5826, loss: 1.5826, grad_norm: 5.1108 2021-01-28 20:04:59,848 - mmaction - INFO - Epoch [229][1900/2147] lr: 5.846e-03, eta: 1 day, 3:14:06, time: 1.433, data_time: 0.007, memory: 16628, top1_acc: 0.6304, top5_acc: 0.8246, loss_cls: 1.5922, loss: 1.5922, grad_norm: 5.2695 2021-01-28 20:05:30,450 - mmaction - INFO - Epoch [229][1920/2147] lr: 5.846e-03, eta: 1 day, 3:13:32, time: 1.545, data_time: 0.031, memory: 16628, top1_acc: 0.6299, top5_acc: 0.8357, loss_cls: 1.5423, loss: 1.5423, grad_norm: 5.1454 2021-01-28 20:06:01,828 - mmaction - INFO - Epoch [229][1940/2147] lr: 5.846e-03, eta: 1 day, 3:12:58, time: 1.581, data_time: 0.014, memory: 16628, top1_acc: 0.6170, top5_acc: 0.8170, loss_cls: 1.6383, loss: 1.6383, grad_norm: 5.2974 2021-01-28 20:06:31,421 - mmaction - INFO - Epoch [229][1960/2147] lr: 5.846e-03, eta: 1 day, 3:12:23, time: 1.475, data_time: 0.006, memory: 16628, top1_acc: 0.6277, top5_acc: 0.8250, loss_cls: 1.5731, loss: 1.5731, grad_norm: 5.1432 2021-01-28 20:07:05,854 - mmaction - INFO - Epoch [229][1980/2147] lr: 5.846e-03, eta: 1 day, 3:11:50, time: 1.724, data_time: 0.007, memory: 16628, top1_acc: 0.6491, top5_acc: 0.8330, loss_cls: 1.4794, loss: 1.4794, grad_norm: 4.9887 2021-01-28 20:07:35,382 - mmaction - INFO - Epoch [229][2000/2147] lr: 5.846e-03, eta: 1 day, 3:11:16, time: 1.476, data_time: 0.004, memory: 16628, top1_acc: 0.6312, top5_acc: 0.8344, loss_cls: 1.5625, loss: 1.5625, grad_norm: 5.2748 2021-01-28 20:08:07,754 - mmaction - INFO - Epoch [229][2020/2147] lr: 5.846e-03, eta: 1 day, 3:10:42, time: 1.616, data_time: 0.004, memory: 16628, top1_acc: 0.6362, top5_acc: 0.8223, loss_cls: 1.5745, loss: 1.5745, grad_norm: 5.2195 2021-01-28 20:08:38,169 - mmaction - INFO - Epoch [229][2040/2147] lr: 5.846e-03, eta: 1 day, 3:10:08, time: 1.511, data_time: 0.011, memory: 16628, top1_acc: 0.6290, top5_acc: 0.8353, loss_cls: 1.5704, loss: 1.5704, grad_norm: 5.2396 2021-01-28 20:09:06,805 - mmaction - INFO - Epoch [229][2060/2147] lr: 5.846e-03, eta: 1 day, 3:09:34, time: 1.446, data_time: 0.026, memory: 16628, top1_acc: 0.6295, top5_acc: 0.8237, loss_cls: 1.5966, loss: 1.5966, grad_norm: 5.2441 2021-01-28 20:09:35,355 - mmaction - INFO - Epoch [229][2080/2147] lr: 5.846e-03, eta: 1 day, 3:08:59, time: 1.427, data_time: 0.003, memory: 16628, top1_acc: 0.5996, top5_acc: 0.8125, loss_cls: 1.6515, loss: 1.6515, grad_norm: 5.3810 2021-01-28 20:10:04,139 - mmaction - INFO - Epoch [229][2100/2147] lr: 5.846e-03, eta: 1 day, 3:08:25, time: 1.440, data_time: 0.002, memory: 16628, top1_acc: 0.6241, top5_acc: 0.8219, loss_cls: 1.5815, loss: 1.5815, grad_norm: 5.2031 2021-01-28 20:10:33,501 - mmaction - INFO - Epoch [229][2120/2147] lr: 5.846e-03, eta: 1 day, 3:07:51, time: 1.468, data_time: 0.001, memory: 16628, top1_acc: 0.6134, top5_acc: 0.8134, loss_cls: 1.6217, loss: 1.6217, grad_norm: 5.1946 2021-01-28 20:11:02,307 - mmaction - INFO - Epoch [229][2140/2147] lr: 5.846e-03, eta: 1 day, 3:07:17, time: 1.440, data_time: 0.006, memory: 16628, top1_acc: 0.6129, top5_acc: 0.8129, loss_cls: 1.6566, loss: 1.6566, grad_norm: 5.2702 2021-01-28 20:16:13,930 - mmaction - INFO - Epoch [230][20/2147] lr: 5.439e-03, eta: 1 day, 3:07:00, time: 14.375, data_time: 12.764, memory: 16628, top1_acc: 0.6424, top5_acc: 0.8313, loss_cls: 1.4867, loss: 1.4867, grad_norm: 5.1114 2021-01-28 20:16:52,333 - mmaction - INFO - Epoch [230][40/2147] lr: 5.439e-03, eta: 1 day, 3:06:26, time: 1.921, data_time: 0.006, memory: 16628, top1_acc: 0.6237, top5_acc: 0.8152, loss_cls: 1.5960, loss: 1.5960, grad_norm: 5.3814 2021-01-28 20:17:23,082 - mmaction - INFO - Epoch [230][60/2147] lr: 5.439e-03, eta: 1 day, 3:05:52, time: 1.532, data_time: 0.007, memory: 16628, top1_acc: 0.6277, top5_acc: 0.8219, loss_cls: 1.5645, loss: 1.5645, grad_norm: 5.0643 2021-01-28 20:17:56,050 - mmaction - INFO - Epoch [230][80/2147] lr: 5.439e-03, eta: 1 day, 3:05:19, time: 1.654, data_time: 0.010, memory: 16628, top1_acc: 0.6272, top5_acc: 0.8246, loss_cls: 1.6007, loss: 1.6007, grad_norm: 5.3695 2021-01-28 20:18:25,956 - mmaction - INFO - Epoch [230][100/2147] lr: 5.439e-03, eta: 1 day, 3:04:44, time: 1.495, data_time: 0.003, memory: 16628, top1_acc: 0.6214, top5_acc: 0.8272, loss_cls: 1.5738, loss: 1.5738, grad_norm: 5.2103 2021-01-28 20:18:58,283 - mmaction - INFO - Epoch [230][120/2147] lr: 5.439e-03, eta: 1 day, 3:04:11, time: 1.615, data_time: 0.002, memory: 16628, top1_acc: 0.6348, top5_acc: 0.8161, loss_cls: 1.5673, loss: 1.5673, grad_norm: 5.1188 2021-01-28 20:19:29,431 - mmaction - INFO - Epoch [230][140/2147] lr: 5.439e-03, eta: 1 day, 3:03:37, time: 1.554, data_time: 0.007, memory: 16628, top1_acc: 0.6228, top5_acc: 0.8272, loss_cls: 1.5408, loss: 1.5408, grad_norm: 5.1934 2021-01-28 20:20:03,281 - mmaction - INFO - Epoch [230][160/2147] lr: 5.439e-03, eta: 1 day, 3:03:03, time: 1.697, data_time: 0.014, memory: 16628, top1_acc: 0.6321, top5_acc: 0.8263, loss_cls: 1.5599, loss: 1.5599, grad_norm: 5.2843 2021-01-28 20:20:33,475 - mmaction - INFO - Epoch [230][180/2147] lr: 5.439e-03, eta: 1 day, 3:02:29, time: 1.511, data_time: 0.004, memory: 16628, top1_acc: 0.6201, top5_acc: 0.8174, loss_cls: 1.6176, loss: 1.6176, grad_norm: 5.2828 2021-01-28 20:21:01,892 - mmaction - INFO - Epoch [230][200/2147] lr: 5.439e-03, eta: 1 day, 3:01:55, time: 1.420, data_time: 0.002, memory: 16628, top1_acc: 0.6254, top5_acc: 0.8237, loss_cls: 1.5498, loss: 1.5498, grad_norm: 5.2589 2021-01-28 20:21:31,785 - mmaction - INFO - Epoch [230][220/2147] lr: 5.439e-03, eta: 1 day, 3:01:20, time: 1.496, data_time: 0.010, memory: 16628, top1_acc: 0.6214, top5_acc: 0.8143, loss_cls: 1.5820, loss: 1.5820, grad_norm: 5.2457 2021-01-28 20:22:01,762 - mmaction - INFO - Epoch [230][240/2147] lr: 5.439e-03, eta: 1 day, 3:00:46, time: 1.499, data_time: 0.079, memory: 16628, top1_acc: 0.6143, top5_acc: 0.8201, loss_cls: 1.6221, loss: 1.6221, grad_norm: 5.4053 2021-01-28 20:22:30,224 - mmaction - INFO - Epoch [230][260/2147] lr: 5.439e-03, eta: 1 day, 3:00:12, time: 1.422, data_time: 0.003, memory: 16628, top1_acc: 0.6143, top5_acc: 0.8210, loss_cls: 1.6339, loss: 1.6339, grad_norm: 5.3534 2021-01-28 20:22:59,302 - mmaction - INFO - Epoch [230][280/2147] lr: 5.439e-03, eta: 1 day, 2:59:38, time: 1.454, data_time: 0.005, memory: 16628, top1_acc: 0.6125, top5_acc: 0.8254, loss_cls: 1.5642, loss: 1.5642, grad_norm: 5.3078 2021-01-28 20:23:30,083 - mmaction - INFO - Epoch [230][300/2147] lr: 5.439e-03, eta: 1 day, 2:59:04, time: 1.539, data_time: 0.006, memory: 16628, top1_acc: 0.6317, top5_acc: 0.8219, loss_cls: 1.5548, loss: 1.5548, grad_norm: 5.1888 2021-01-28 20:23:59,100 - mmaction - INFO - Epoch [230][320/2147] lr: 5.439e-03, eta: 1 day, 2:58:29, time: 1.452, data_time: 0.006, memory: 16628, top1_acc: 0.6433, top5_acc: 0.8290, loss_cls: 1.5154, loss: 1.5154, grad_norm: 5.1305 2021-01-28 20:24:28,155 - mmaction - INFO - Epoch [230][340/2147] lr: 5.439e-03, eta: 1 day, 2:57:55, time: 1.452, data_time: 0.005, memory: 16628, top1_acc: 0.6080, top5_acc: 0.8170, loss_cls: 1.6536, loss: 1.6536, grad_norm: 5.4716 2021-01-28 20:24:58,767 - mmaction - INFO - Epoch [230][360/2147] lr: 5.439e-03, eta: 1 day, 2:57:21, time: 1.514, data_time: 0.005, memory: 16628, top1_acc: 0.6286, top5_acc: 0.8232, loss_cls: 1.5738, loss: 1.5738, grad_norm: 5.2646 2021-01-28 20:25:29,458 - mmaction - INFO - Epoch [230][380/2147] lr: 5.439e-03, eta: 1 day, 2:56:47, time: 1.549, data_time: 0.026, memory: 16628, top1_acc: 0.6344, top5_acc: 0.8281, loss_cls: 1.5346, loss: 1.5346, grad_norm: 5.0261 2021-01-28 20:25:57,932 - mmaction - INFO - Epoch [230][400/2147] lr: 5.439e-03, eta: 1 day, 2:56:13, time: 1.422, data_time: 0.007, memory: 16628, top1_acc: 0.6246, top5_acc: 0.8254, loss_cls: 1.5787, loss: 1.5787, grad_norm: 5.3328 2021-01-28 20:26:28,438 - mmaction - INFO - Epoch [230][420/2147] lr: 5.439e-03, eta: 1 day, 2:55:39, time: 1.531, data_time: 0.008, memory: 16628, top1_acc: 0.6384, top5_acc: 0.8241, loss_cls: 1.5599, loss: 1.5599, grad_norm: 5.2123 2021-01-28 20:27:00,620 - mmaction - INFO - Epoch [230][440/2147] lr: 5.439e-03, eta: 1 day, 2:55:05, time: 1.609, data_time: 0.012, memory: 16628, top1_acc: 0.6263, top5_acc: 0.8326, loss_cls: 1.5681, loss: 1.5681, grad_norm: 5.2155 2021-01-28 20:27:29,325 - mmaction - INFO - Epoch [230][460/2147] lr: 5.439e-03, eta: 1 day, 2:54:31, time: 1.435, data_time: 0.011, memory: 16628, top1_acc: 0.6188, top5_acc: 0.8156, loss_cls: 1.6050, loss: 1.6050, grad_norm: 5.4084 2021-01-28 20:27:58,072 - mmaction - INFO - Epoch [230][480/2147] lr: 5.439e-03, eta: 1 day, 2:53:56, time: 1.436, data_time: 0.004, memory: 16628, top1_acc: 0.6312, top5_acc: 0.8290, loss_cls: 1.5345, loss: 1.5345, grad_norm: 5.1468 2021-01-28 20:28:26,865 - mmaction - INFO - Epoch [230][500/2147] lr: 5.439e-03, eta: 1 day, 2:53:22, time: 1.441, data_time: 0.004, memory: 16628, top1_acc: 0.6371, top5_acc: 0.8330, loss_cls: 1.4811, loss: 1.4811, grad_norm: 5.1521 2021-01-28 20:28:55,636 - mmaction - INFO - Epoch [230][520/2147] lr: 5.439e-03, eta: 1 day, 2:52:48, time: 1.439, data_time: 0.003, memory: 16628, top1_acc: 0.6371, top5_acc: 0.8335, loss_cls: 1.5127, loss: 1.5127, grad_norm: 5.2361 2021-01-28 20:29:26,723 - mmaction - INFO - Epoch [230][540/2147] lr: 5.439e-03, eta: 1 day, 2:52:14, time: 1.555, data_time: 0.004, memory: 16628, top1_acc: 0.6469, top5_acc: 0.8353, loss_cls: 1.5327, loss: 1.5327, grad_norm: 5.1719 2021-01-28 20:29:55,615 - mmaction - INFO - Epoch [230][560/2147] lr: 5.439e-03, eta: 1 day, 2:51:40, time: 1.443, data_time: 0.001, memory: 16628, top1_acc: 0.6317, top5_acc: 0.8393, loss_cls: 1.5245, loss: 1.5245, grad_norm: 5.1937 2021-01-28 20:30:27,349 - mmaction - INFO - Epoch [230][580/2147] lr: 5.439e-03, eta: 1 day, 2:51:06, time: 1.575, data_time: 0.005, memory: 16628, top1_acc: 0.6326, top5_acc: 0.8281, loss_cls: 1.5515, loss: 1.5515, grad_norm: 5.1419 2021-01-28 20:30:58,627 - mmaction - INFO - Epoch [230][600/2147] lr: 5.439e-03, eta: 1 day, 2:50:32, time: 1.577, data_time: 0.018, memory: 16628, top1_acc: 0.6308, top5_acc: 0.8299, loss_cls: 1.5146, loss: 1.5146, grad_norm: 5.2020 2021-01-28 20:31:27,304 - mmaction - INFO - Epoch [230][620/2147] lr: 5.439e-03, eta: 1 day, 2:49:57, time: 1.433, data_time: 0.001, memory: 16628, top1_acc: 0.6330, top5_acc: 0.8192, loss_cls: 1.5732, loss: 1.5732, grad_norm: 5.2801 2021-01-28 20:31:56,955 - mmaction - INFO - Epoch [230][640/2147] lr: 5.439e-03, eta: 1 day, 2:49:23, time: 1.483, data_time: 0.004, memory: 16628, top1_acc: 0.6312, top5_acc: 0.8379, loss_cls: 1.5237, loss: 1.5237, grad_norm: 5.2139 2021-01-28 20:32:27,300 - mmaction - INFO - Epoch [230][660/2147] lr: 5.439e-03, eta: 1 day, 2:48:49, time: 1.516, data_time: 0.001, memory: 16628, top1_acc: 0.6152, top5_acc: 0.8219, loss_cls: 1.6254, loss: 1.6254, grad_norm: 5.4082 2021-01-28 20:32:57,074 - mmaction - INFO - Epoch [230][680/2147] lr: 5.439e-03, eta: 1 day, 2:48:15, time: 1.490, data_time: 0.003, memory: 16628, top1_acc: 0.6281, top5_acc: 0.8246, loss_cls: 1.5556, loss: 1.5556, grad_norm: 5.1541 2021-01-28 20:33:30,407 - mmaction - INFO - Epoch [230][700/2147] lr: 5.439e-03, eta: 1 day, 2:47:41, time: 1.654, data_time: 0.006, memory: 16628, top1_acc: 0.6250, top5_acc: 0.8223, loss_cls: 1.5835, loss: 1.5835, grad_norm: 5.2795 2021-01-28 20:34:01,647 - mmaction - INFO - Epoch [230][720/2147] lr: 5.439e-03, eta: 1 day, 2:47:07, time: 1.574, data_time: 0.015, memory: 16628, top1_acc: 0.6504, top5_acc: 0.8330, loss_cls: 1.5459, loss: 1.5459, grad_norm: 5.1632 2021-01-28 20:34:32,452 - mmaction - INFO - Epoch [230][740/2147] lr: 5.439e-03, eta: 1 day, 2:46:33, time: 1.537, data_time: 0.004, memory: 16628, top1_acc: 0.6201, top5_acc: 0.8219, loss_cls: 1.5777, loss: 1.5777, grad_norm: 5.2970 2021-01-28 20:35:04,428 - mmaction - INFO - Epoch [230][760/2147] lr: 5.439e-03, eta: 1 day, 2:45:59, time: 1.598, data_time: 0.009, memory: 16628, top1_acc: 0.6138, top5_acc: 0.8183, loss_cls: 1.6125, loss: 1.6125, grad_norm: 5.3179 2021-01-28 20:35:34,078 - mmaction - INFO - Epoch [230][780/2147] lr: 5.439e-03, eta: 1 day, 2:45:25, time: 1.486, data_time: 0.014, memory: 16628, top1_acc: 0.6254, top5_acc: 0.8330, loss_cls: 1.5587, loss: 1.5587, grad_norm: 5.2794 2021-01-28 20:36:04,877 - mmaction - INFO - Epoch [230][800/2147] lr: 5.439e-03, eta: 1 day, 2:44:51, time: 1.541, data_time: 0.008, memory: 16628, top1_acc: 0.6223, top5_acc: 0.8192, loss_cls: 1.5978, loss: 1.5978, grad_norm: 5.2732 2021-01-28 20:36:35,161 - mmaction - INFO - Epoch [230][820/2147] lr: 5.439e-03, eta: 1 day, 2:44:17, time: 1.513, data_time: 0.002, memory: 16628, top1_acc: 0.6179, top5_acc: 0.8067, loss_cls: 1.6472, loss: 1.6472, grad_norm: 5.2849 2021-01-28 20:37:08,868 - mmaction - INFO - Epoch [230][840/2147] lr: 5.439e-03, eta: 1 day, 2:43:44, time: 1.687, data_time: 0.055, memory: 16628, top1_acc: 0.6344, top5_acc: 0.8313, loss_cls: 1.5555, loss: 1.5555, grad_norm: 5.1901 2021-01-28 20:37:38,190 - mmaction - INFO - Epoch [230][860/2147] lr: 5.439e-03, eta: 1 day, 2:43:09, time: 1.465, data_time: 0.004, memory: 16628, top1_acc: 0.6393, top5_acc: 0.8379, loss_cls: 1.4939, loss: 1.4939, grad_norm: 5.2567 2021-01-28 20:38:09,430 - mmaction - INFO - Epoch [230][880/2147] lr: 5.439e-03, eta: 1 day, 2:42:35, time: 1.563, data_time: 0.002, memory: 16628, top1_acc: 0.6201, top5_acc: 0.8129, loss_cls: 1.6155, loss: 1.6155, grad_norm: 5.4868 2021-01-28 20:38:38,120 - mmaction - INFO - Epoch [230][900/2147] lr: 5.439e-03, eta: 1 day, 2:42:01, time: 1.424, data_time: 0.001, memory: 16628, top1_acc: 0.6223, top5_acc: 0.8299, loss_cls: 1.5679, loss: 1.5679, grad_norm: 5.4068 2021-01-28 20:39:12,557 - mmaction - INFO - Epoch [230][920/2147] lr: 5.439e-03, eta: 1 day, 2:41:28, time: 1.732, data_time: 0.014, memory: 16628, top1_acc: 0.6259, top5_acc: 0.8170, loss_cls: 1.5887, loss: 1.5887, grad_norm: 5.3340 2021-01-28 20:39:41,353 - mmaction - INFO - Epoch [230][940/2147] lr: 5.439e-03, eta: 1 day, 2:40:53, time: 1.440, data_time: 0.008, memory: 16628, top1_acc: 0.6277, top5_acc: 0.8228, loss_cls: 1.5781, loss: 1.5781, grad_norm: 5.2659 2021-01-28 20:40:10,848 - mmaction - INFO - Epoch [230][960/2147] lr: 5.439e-03, eta: 1 day, 2:40:19, time: 1.473, data_time: 0.002, memory: 16628, top1_acc: 0.6098, top5_acc: 0.8174, loss_cls: 1.6110, loss: 1.6110, grad_norm: 5.2120 2021-01-28 20:40:42,734 - mmaction - INFO - Epoch [230][980/2147] lr: 5.439e-03, eta: 1 day, 2:39:45, time: 1.589, data_time: 0.007, memory: 16628, top1_acc: 0.6219, top5_acc: 0.8281, loss_cls: 1.5573, loss: 1.5573, grad_norm: 5.3111 2021-01-28 20:41:12,618 - mmaction - INFO - Epoch [230][1000/2147] lr: 5.439e-03, eta: 1 day, 2:39:11, time: 1.500, data_time: 0.021, memory: 16628, top1_acc: 0.6308, top5_acc: 0.8308, loss_cls: 1.5232, loss: 1.5232, grad_norm: 5.2735 2021-01-28 20:41:45,025 - mmaction - INFO - Epoch [230][1020/2147] lr: 5.439e-03, eta: 1 day, 2:38:37, time: 1.619, data_time: 0.015, memory: 16628, top1_acc: 0.6321, top5_acc: 0.8304, loss_cls: 1.5247, loss: 1.5247, grad_norm: 5.2806 2021-01-28 20:42:15,648 - mmaction - INFO - Epoch [230][1040/2147] lr: 5.439e-03, eta: 1 day, 2:38:03, time: 1.532, data_time: 0.003, memory: 16628, top1_acc: 0.6174, top5_acc: 0.8254, loss_cls: 1.5768, loss: 1.5768, grad_norm: 5.1427 2021-01-28 20:42:46,297 - mmaction - INFO - Epoch [230][1060/2147] lr: 5.439e-03, eta: 1 day, 2:37:29, time: 1.528, data_time: 0.008, memory: 16628, top1_acc: 0.6415, top5_acc: 0.8246, loss_cls: 1.5079, loss: 1.5079, grad_norm: 5.1032 2021-01-28 20:43:26,016 - mmaction - INFO - Epoch [230][1080/2147] lr: 5.439e-03, eta: 1 day, 2:36:56, time: 1.719, data_time: 0.009, memory: 16628, top1_acc: 0.6397, top5_acc: 0.8263, loss_cls: 1.5492, loss: 1.5492, grad_norm: 5.3652 2021-01-28 20:43:57,195 - mmaction - INFO - Epoch [230][1100/2147] lr: 5.439e-03, eta: 1 day, 2:36:22, time: 1.830, data_time: 0.281, memory: 16628, top1_acc: 0.6286, top5_acc: 0.8246, loss_cls: 1.5911, loss: 1.5911, grad_norm: 5.2734 2021-01-28 20:44:30,811 - mmaction - INFO - Epoch [230][1120/2147] lr: 5.439e-03, eta: 1 day, 2:35:49, time: 1.681, data_time: 0.003, memory: 16628, top1_acc: 0.6165, top5_acc: 0.8219, loss_cls: 1.5772, loss: 1.5772, grad_norm: 5.3998 2021-01-28 20:45:00,033 - mmaction - INFO - Epoch [230][1140/2147] lr: 5.439e-03, eta: 1 day, 2:35:14, time: 1.462, data_time: 0.004, memory: 16628, top1_acc: 0.6304, top5_acc: 0.8277, loss_cls: 1.5541, loss: 1.5541, grad_norm: 5.3068 2021-01-28 20:45:28,373 - mmaction - INFO - Epoch [230][1160/2147] lr: 5.439e-03, eta: 1 day, 2:34:40, time: 1.417, data_time: 0.002, memory: 16628, top1_acc: 0.6098, top5_acc: 0.8058, loss_cls: 1.6488, loss: 1.6488, grad_norm: 5.5179 2021-01-28 20:46:01,751 - mmaction - INFO - Epoch [230][1180/2147] lr: 5.439e-03, eta: 1 day, 2:34:06, time: 1.668, data_time: 0.005, memory: 16628, top1_acc: 0.6134, top5_acc: 0.8290, loss_cls: 1.5914, loss: 1.5914, grad_norm: 5.3892 2021-01-28 20:46:30,744 - mmaction - INFO - Epoch [230][1200/2147] lr: 5.439e-03, eta: 1 day, 2:33:32, time: 1.449, data_time: 0.002, memory: 16628, top1_acc: 0.6161, top5_acc: 0.8330, loss_cls: 1.5785, loss: 1.5785, grad_norm: 5.3497 2021-01-28 20:47:04,800 - mmaction - INFO - Epoch [230][1220/2147] lr: 5.439e-03, eta: 1 day, 2:32:58, time: 1.700, data_time: 0.003, memory: 16628, top1_acc: 0.6339, top5_acc: 0.8237, loss_cls: 1.5546, loss: 1.5546, grad_norm: 5.2633 2021-01-28 20:47:33,788 - mmaction - INFO - Epoch [230][1240/2147] lr: 5.439e-03, eta: 1 day, 2:32:24, time: 1.448, data_time: 0.009, memory: 16628, top1_acc: 0.6237, top5_acc: 0.8393, loss_cls: 1.5118, loss: 1.5118, grad_norm: 5.3052 2021-01-28 20:48:05,764 - mmaction - INFO - Epoch [230][1260/2147] lr: 5.439e-03, eta: 1 day, 2:31:50, time: 1.606, data_time: 0.011, memory: 16628, top1_acc: 0.6201, top5_acc: 0.8272, loss_cls: 1.5624, loss: 1.5624, grad_norm: 5.3116 2021-01-28 20:48:37,307 - mmaction - INFO - Epoch [230][1280/2147] lr: 5.439e-03, eta: 1 day, 2:31:16, time: 1.577, data_time: 0.002, memory: 16628, top1_acc: 0.6420, top5_acc: 0.8308, loss_cls: 1.5373, loss: 1.5373, grad_norm: 5.2575 2021-01-28 20:49:07,937 - mmaction - INFO - Epoch [230][1300/2147] lr: 5.439e-03, eta: 1 day, 2:30:42, time: 1.529, data_time: 0.002, memory: 16628, top1_acc: 0.6125, top5_acc: 0.8129, loss_cls: 1.6287, loss: 1.6287, grad_norm: 5.2652 2021-01-28 20:49:37,677 - mmaction - INFO - Epoch [230][1320/2147] lr: 5.439e-03, eta: 1 day, 2:30:08, time: 1.489, data_time: 0.006, memory: 16628, top1_acc: 0.6237, top5_acc: 0.8161, loss_cls: 1.5976, loss: 1.5976, grad_norm: 5.2661 2021-01-28 20:50:09,977 - mmaction - INFO - Epoch [230][1340/2147] lr: 5.439e-03, eta: 1 day, 2:29:34, time: 1.608, data_time: 0.004, memory: 16628, top1_acc: 0.6286, top5_acc: 0.8098, loss_cls: 1.6254, loss: 1.6254, grad_norm: 5.3004 2021-01-28 20:50:42,462 - mmaction - INFO - Epoch [230][1360/2147] lr: 5.439e-03, eta: 1 day, 2:29:01, time: 1.626, data_time: 0.013, memory: 16628, top1_acc: 0.6366, top5_acc: 0.8313, loss_cls: 1.5598, loss: 1.5598, grad_norm: 5.3959 2021-01-28 20:51:12,139 - mmaction - INFO - Epoch [230][1380/2147] lr: 5.439e-03, eta: 1 day, 2:28:26, time: 1.487, data_time: 0.007, memory: 16628, top1_acc: 0.6286, top5_acc: 0.8272, loss_cls: 1.5329, loss: 1.5329, grad_norm: 5.3207 2021-01-28 20:51:42,897 - mmaction - INFO - Epoch [230][1400/2147] lr: 5.439e-03, eta: 1 day, 2:27:52, time: 1.541, data_time: 0.007, memory: 16628, top1_acc: 0.6299, top5_acc: 0.8290, loss_cls: 1.5696, loss: 1.5696, grad_norm: 5.2835 2021-01-28 20:52:12,688 - mmaction - INFO - Epoch [230][1420/2147] lr: 5.439e-03, eta: 1 day, 2:27:18, time: 1.489, data_time: 0.004, memory: 16628, top1_acc: 0.6335, top5_acc: 0.8339, loss_cls: 1.5331, loss: 1.5331, grad_norm: 5.2835 2021-01-28 20:52:43,307 - mmaction - INFO - Epoch [230][1440/2147] lr: 5.439e-03, eta: 1 day, 2:26:44, time: 1.531, data_time: 0.006, memory: 16628, top1_acc: 0.6250, top5_acc: 0.8121, loss_cls: 1.6105, loss: 1.6105, grad_norm: 5.3671 2021-01-28 20:53:14,252 - mmaction - INFO - Epoch [230][1460/2147] lr: 5.439e-03, eta: 1 day, 2:26:10, time: 1.546, data_time: 0.004, memory: 16628, top1_acc: 0.6250, top5_acc: 0.8272, loss_cls: 1.5605, loss: 1.5605, grad_norm: 5.3107 2021-01-28 20:53:43,522 - mmaction - INFO - Epoch [230][1480/2147] lr: 5.439e-03, eta: 1 day, 2:25:36, time: 1.465, data_time: 0.004, memory: 16628, top1_acc: 0.6116, top5_acc: 0.8080, loss_cls: 1.6406, loss: 1.6406, grad_norm: 5.4002 2021-01-28 20:54:12,806 - mmaction - INFO - Epoch [230][1500/2147] lr: 5.439e-03, eta: 1 day, 2:25:02, time: 1.461, data_time: 0.004, memory: 16628, top1_acc: 0.6179, top5_acc: 0.8214, loss_cls: 1.6115, loss: 1.6115, grad_norm: 5.2638 2021-01-28 20:54:42,590 - mmaction - INFO - Epoch [230][1520/2147] lr: 5.439e-03, eta: 1 day, 2:24:28, time: 1.493, data_time: 0.005, memory: 16628, top1_acc: 0.6174, top5_acc: 0.8201, loss_cls: 1.6146, loss: 1.6146, grad_norm: 5.2735 2021-01-28 20:55:11,870 - mmaction - INFO - Epoch [230][1540/2147] lr: 5.439e-03, eta: 1 day, 2:23:54, time: 1.464, data_time: 0.002, memory: 16628, top1_acc: 0.6304, top5_acc: 0.8210, loss_cls: 1.6146, loss: 1.6146, grad_norm: 5.2702 2021-01-28 20:55:40,214 - mmaction - INFO - Epoch [230][1560/2147] lr: 5.439e-03, eta: 1 day, 2:23:19, time: 1.417, data_time: 0.001, memory: 16628, top1_acc: 0.6187, top5_acc: 0.8192, loss_cls: 1.6090, loss: 1.6090, grad_norm: 5.3198 2021-01-28 20:56:08,892 - mmaction - INFO - Epoch [230][1580/2147] lr: 5.439e-03, eta: 1 day, 2:22:45, time: 1.433, data_time: 0.009, memory: 16628, top1_acc: 0.6308, top5_acc: 0.8295, loss_cls: 1.5749, loss: 1.5749, grad_norm: 5.4279 2021-01-28 20:56:46,361 - mmaction - INFO - Epoch [230][1600/2147] lr: 5.439e-03, eta: 1 day, 2:22:12, time: 1.865, data_time: 0.003, memory: 16628, top1_acc: 0.6371, top5_acc: 0.8147, loss_cls: 1.5657, loss: 1.5657, grad_norm: 5.2727 2021-01-28 20:57:18,546 - mmaction - INFO - Epoch [230][1620/2147] lr: 5.439e-03, eta: 1 day, 2:21:38, time: 1.613, data_time: 0.028, memory: 16628, top1_acc: 0.6125, top5_acc: 0.8147, loss_cls: 1.6318, loss: 1.6318, grad_norm: 5.4699 2021-01-28 20:57:47,521 - mmaction - INFO - Epoch [230][1640/2147] lr: 5.439e-03, eta: 1 day, 2:21:04, time: 1.454, data_time: 0.013, memory: 16628, top1_acc: 0.6223, top5_acc: 0.8165, loss_cls: 1.6103, loss: 1.6103, grad_norm: 5.3428 2021-01-28 20:58:17,914 - mmaction - INFO - Epoch [230][1660/2147] lr: 5.439e-03, eta: 1 day, 2:20:30, time: 1.519, data_time: 0.004, memory: 16628, top1_acc: 0.6219, top5_acc: 0.8228, loss_cls: 1.5777, loss: 1.5777, grad_norm: 5.3375 2021-01-28 20:58:47,197 - mmaction - INFO - Epoch [230][1680/2147] lr: 5.439e-03, eta: 1 day, 2:19:55, time: 1.461, data_time: 0.005, memory: 16628, top1_acc: 0.6339, top5_acc: 0.8384, loss_cls: 1.4880, loss: 1.4880, grad_norm: 5.2205 2021-01-28 20:59:15,575 - mmaction - INFO - Epoch [230][1700/2147] lr: 5.439e-03, eta: 1 day, 2:19:21, time: 1.423, data_time: 0.008, memory: 16628, top1_acc: 0.6223, top5_acc: 0.8143, loss_cls: 1.6221, loss: 1.6221, grad_norm: 5.3485 2021-01-28 20:59:51,785 - mmaction - INFO - Epoch [230][1720/2147] lr: 5.439e-03, eta: 1 day, 2:18:48, time: 1.809, data_time: 0.008, memory: 16628, top1_acc: 0.6232, top5_acc: 0.8290, loss_cls: 1.5498, loss: 1.5498, grad_norm: 5.2769 2021-01-28 21:00:25,195 - mmaction - INFO - Epoch [230][1740/2147] lr: 5.439e-03, eta: 1 day, 2:18:14, time: 1.669, data_time: 0.009, memory: 16628, top1_acc: 0.6241, top5_acc: 0.8250, loss_cls: 1.5826, loss: 1.5826, grad_norm: 5.3235 2021-01-28 21:00:57,568 - mmaction - INFO - Epoch [230][1760/2147] lr: 5.439e-03, eta: 1 day, 2:17:40, time: 1.620, data_time: 0.007, memory: 16628, top1_acc: 0.6210, top5_acc: 0.8089, loss_cls: 1.6262, loss: 1.6262, grad_norm: 5.4429 2021-01-28 21:01:26,642 - mmaction - INFO - Epoch [230][1780/2147] lr: 5.439e-03, eta: 1 day, 2:17:06, time: 1.446, data_time: 0.006, memory: 16628, top1_acc: 0.6254, top5_acc: 0.8304, loss_cls: 1.5331, loss: 1.5331, grad_norm: 5.2447 2021-01-28 21:01:57,435 - mmaction - INFO - Epoch [230][1800/2147] lr: 5.439e-03, eta: 1 day, 2:16:32, time: 1.547, data_time: 0.012, memory: 16628, top1_acc: 0.6277, top5_acc: 0.8214, loss_cls: 1.6031, loss: 1.6031, grad_norm: 5.2772 2021-01-28 21:02:27,110 - mmaction - INFO - Epoch [230][1820/2147] lr: 5.439e-03, eta: 1 day, 2:15:58, time: 1.483, data_time: 0.008, memory: 16628, top1_acc: 0.6156, top5_acc: 0.8147, loss_cls: 1.6358, loss: 1.6358, grad_norm: 5.3148 2021-01-28 21:02:58,022 - mmaction - INFO - Epoch [230][1840/2147] lr: 5.439e-03, eta: 1 day, 2:15:24, time: 1.540, data_time: 0.008, memory: 16628, top1_acc: 0.6179, top5_acc: 0.8143, loss_cls: 1.6378, loss: 1.6378, grad_norm: 5.2857 2021-01-28 21:03:29,485 - mmaction - INFO - Epoch [230][1860/2147] lr: 5.439e-03, eta: 1 day, 2:14:50, time: 1.578, data_time: 0.014, memory: 16628, top1_acc: 0.6103, top5_acc: 0.8295, loss_cls: 1.6112, loss: 1.6112, grad_norm: 5.3212 2021-01-28 21:03:59,910 - mmaction - INFO - Epoch [230][1880/2147] lr: 5.439e-03, eta: 1 day, 2:14:16, time: 1.524, data_time: 0.009, memory: 16628, top1_acc: 0.6223, top5_acc: 0.8196, loss_cls: 1.5941, loss: 1.5941, grad_norm: 5.2859 2021-01-28 21:04:28,711 - mmaction - INFO - Epoch [230][1900/2147] lr: 5.439e-03, eta: 1 day, 2:13:42, time: 1.440, data_time: 0.007, memory: 16628, top1_acc: 0.6054, top5_acc: 0.8031, loss_cls: 1.6568, loss: 1.6568, grad_norm: 5.3085 2021-01-28 21:04:59,342 - mmaction - INFO - Epoch [230][1920/2147] lr: 5.439e-03, eta: 1 day, 2:13:08, time: 1.529, data_time: 0.001, memory: 16628, top1_acc: 0.6353, top5_acc: 0.8326, loss_cls: 1.5360, loss: 1.5360, grad_norm: 5.2052 2021-01-28 21:05:27,872 - mmaction - INFO - Epoch [230][1940/2147] lr: 5.439e-03, eta: 1 day, 2:12:33, time: 1.428, data_time: 0.004, memory: 16628, top1_acc: 0.6161, top5_acc: 0.8241, loss_cls: 1.5576, loss: 1.5576, grad_norm: 5.3498 2021-01-28 21:05:57,146 - mmaction - INFO - Epoch [230][1960/2147] lr: 5.439e-03, eta: 1 day, 2:11:59, time: 1.464, data_time: 0.008, memory: 16628, top1_acc: 0.6192, top5_acc: 0.8134, loss_cls: 1.6130, loss: 1.6130, grad_norm: 5.3812 2021-01-28 21:06:27,945 - mmaction - INFO - Epoch [230][1980/2147] lr: 5.439e-03, eta: 1 day, 2:11:25, time: 1.527, data_time: 0.003, memory: 16628, top1_acc: 0.6183, top5_acc: 0.8062, loss_cls: 1.6509, loss: 1.6509, grad_norm: 5.2616 2021-01-28 21:06:56,438 - mmaction - INFO - Epoch [230][2000/2147] lr: 5.439e-03, eta: 1 day, 2:10:51, time: 1.437, data_time: 0.018, memory: 16628, top1_acc: 0.6312, top5_acc: 0.8388, loss_cls: 1.5345, loss: 1.5345, grad_norm: 5.2914 2021-01-28 21:07:25,159 - mmaction - INFO - Epoch [230][2020/2147] lr: 5.439e-03, eta: 1 day, 2:10:17, time: 1.432, data_time: 0.002, memory: 16628, top1_acc: 0.6161, top5_acc: 0.8201, loss_cls: 1.6213, loss: 1.6213, grad_norm: 5.4852 2021-01-28 21:07:57,551 - mmaction - INFO - Epoch [230][2040/2147] lr: 5.439e-03, eta: 1 day, 2:09:43, time: 1.607, data_time: 0.006, memory: 16628, top1_acc: 0.6161, top5_acc: 0.8170, loss_cls: 1.6444, loss: 1.6444, grad_norm: 5.4065 2021-01-28 21:08:29,969 - mmaction - INFO - Epoch [230][2060/2147] lr: 5.439e-03, eta: 1 day, 2:09:09, time: 1.636, data_time: 0.020, memory: 16628, top1_acc: 0.6174, top5_acc: 0.8205, loss_cls: 1.6050, loss: 1.6050, grad_norm: 5.3265 2021-01-28 21:08:59,061 - mmaction - INFO - Epoch [230][2080/2147] lr: 5.439e-03, eta: 1 day, 2:08:35, time: 1.453, data_time: 0.005, memory: 16628, top1_acc: 0.6268, top5_acc: 0.8299, loss_cls: 1.5636, loss: 1.5636, grad_norm: 5.3188 2021-01-28 21:09:30,884 - mmaction - INFO - Epoch [230][2100/2147] lr: 5.439e-03, eta: 1 day, 2:08:01, time: 1.585, data_time: 0.008, memory: 16628, top1_acc: 0.6237, top5_acc: 0.8147, loss_cls: 1.6017, loss: 1.6017, grad_norm: 5.2303 2021-01-28 21:10:01,226 - mmaction - INFO - Epoch [230][2120/2147] lr: 5.439e-03, eta: 1 day, 2:07:27, time: 1.518, data_time: 0.011, memory: 16628, top1_acc: 0.6344, top5_acc: 0.8268, loss_cls: 1.5559, loss: 1.5559, grad_norm: 5.2000 2021-01-28 21:10:32,259 - mmaction - INFO - Epoch [230][2140/2147] lr: 5.439e-03, eta: 1 day, 2:06:53, time: 1.557, data_time: 0.013, memory: 16628, top1_acc: 0.6330, top5_acc: 0.8250, loss_cls: 1.6094, loss: 1.6094, grad_norm: 5.3251 2021-01-28 21:35:00,462 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-28 21:35:01,344 - mmaction - INFO - top1_acc 0.6585 top5_acc 0.8652 2021-01-28 21:35:01,344 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-28 21:35:01,412 - mmaction - INFO - mean_acc 0.6584 2021-01-28 21:35:01,412 - mmaction - INFO - Now best checkpoint is epoch_230.pth 2021-01-28 21:35:01,445 - mmaction - INFO - Epoch(val) [230][2147] top1_acc: 0.6585, top5_acc: 0.8652, mean_class_accuracy: 0.6584 2021-01-28 21:41:03,558 - mmaction - INFO - Epoch [231][20/2147] lr: 5.047e-03, eta: 1 day, 2:06:43, time: 18.098, data_time: 16.494, memory: 16628, top1_acc: 0.6228, top5_acc: 0.8201, loss_cls: 1.6099, loss: 1.6099, grad_norm: 5.2928 2021-01-28 21:41:35,737 - mmaction - INFO - Epoch [231][40/2147] lr: 5.047e-03, eta: 1 day, 2:06:09, time: 1.435, data_time: 0.007, memory: 16628, top1_acc: 0.6491, top5_acc: 0.8433, loss_cls: 1.4512, loss: 1.4512, grad_norm: 5.1774 2021-01-28 21:42:07,408 - mmaction - INFO - Epoch [231][60/2147] lr: 5.047e-03, eta: 1 day, 2:05:35, time: 1.760, data_time: 0.252, memory: 16628, top1_acc: 0.6281, top5_acc: 0.8272, loss_cls: 1.5379, loss: 1.5379, grad_norm: 5.3064 2021-01-28 21:42:36,326 - mmaction - INFO - Epoch [231][80/2147] lr: 5.047e-03, eta: 1 day, 2:05:01, time: 1.446, data_time: 0.005, memory: 16628, top1_acc: 0.6170, top5_acc: 0.8214, loss_cls: 1.6126, loss: 1.6126, grad_norm: 5.4031 2021-01-28 21:43:11,599 - mmaction - INFO - Epoch [231][100/2147] lr: 5.047e-03, eta: 1 day, 2:04:28, time: 1.759, data_time: 0.010, memory: 16628, top1_acc: 0.6263, top5_acc: 0.8196, loss_cls: 1.5669, loss: 1.5669, grad_norm: 5.2655 2021-01-28 21:43:43,550 - mmaction - INFO - Epoch [231][120/2147] lr: 5.047e-03, eta: 1 day, 2:03:54, time: 1.599, data_time: 0.020, memory: 16628, top1_acc: 0.6205, top5_acc: 0.8205, loss_cls: 1.5976, loss: 1.5976, grad_norm: 5.3022 2021-01-28 21:44:15,578 - mmaction - INFO - Epoch [231][140/2147] lr: 5.047e-03, eta: 1 day, 2:03:20, time: 1.602, data_time: 0.012, memory: 16628, top1_acc: 0.6397, top5_acc: 0.8308, loss_cls: 1.5208, loss: 1.5208, grad_norm: 5.2314 2021-01-28 21:44:49,205 - mmaction - INFO - Epoch [231][160/2147] lr: 5.047e-03, eta: 1 day, 2:02:46, time: 1.674, data_time: 0.010, memory: 16628, top1_acc: 0.6339, top5_acc: 0.8424, loss_cls: 1.5228, loss: 1.5228, grad_norm: 5.4785 2021-01-28 21:45:21,306 - mmaction - INFO - Epoch [231][180/2147] lr: 5.047e-03, eta: 1 day, 2:02:12, time: 1.610, data_time: 0.014, memory: 16628, top1_acc: 0.6308, top5_acc: 0.8388, loss_cls: 1.5365, loss: 1.5365, grad_norm: 5.3921 2021-01-28 21:45:51,971 - mmaction - INFO - Epoch [231][200/2147] lr: 5.047e-03, eta: 1 day, 2:01:38, time: 1.535, data_time: 0.012, memory: 16628, top1_acc: 0.6241, top5_acc: 0.8268, loss_cls: 1.5447, loss: 1.5447, grad_norm: 5.4056 2021-01-28 21:46:24,014 - mmaction - INFO - Epoch [231][220/2147] lr: 5.047e-03, eta: 1 day, 2:01:04, time: 1.597, data_time: 0.006, memory: 16628, top1_acc: 0.6317, top5_acc: 0.8254, loss_cls: 1.5323, loss: 1.5323, grad_norm: 5.3629 2021-01-28 21:46:57,440 - mmaction - INFO - Epoch [231][240/2147] lr: 5.047e-03, eta: 1 day, 2:00:31, time: 1.676, data_time: 0.109, memory: 16628, top1_acc: 0.6183, top5_acc: 0.8112, loss_cls: 1.6279, loss: 1.6279, grad_norm: 5.3637 2021-01-28 21:47:26,284 - mmaction - INFO - Epoch [231][260/2147] lr: 5.047e-03, eta: 1 day, 1:59:56, time: 1.446, data_time: 0.008, memory: 16628, top1_acc: 0.6339, top5_acc: 0.8286, loss_cls: 1.5562, loss: 1.5562, grad_norm: 5.3639 2021-01-28 21:47:55,006 - mmaction - INFO - Epoch [231][280/2147] lr: 5.047e-03, eta: 1 day, 1:59:22, time: 1.433, data_time: 0.001, memory: 16628, top1_acc: 0.6339, top5_acc: 0.8286, loss_cls: 1.5309, loss: 1.5309, grad_norm: 5.2734 2021-01-28 21:48:30,412 - mmaction - INFO - Epoch [231][300/2147] lr: 5.047e-03, eta: 1 day, 1:58:49, time: 1.773, data_time: 0.011, memory: 16628, top1_acc: 0.6304, top5_acc: 0.8357, loss_cls: 1.5234, loss: 1.5234, grad_norm: 5.3289 2021-01-28 21:48:59,373 - mmaction - INFO - Epoch [231][320/2147] lr: 5.047e-03, eta: 1 day, 1:58:14, time: 1.444, data_time: 0.005, memory: 16628, top1_acc: 0.6272, top5_acc: 0.8263, loss_cls: 1.5500, loss: 1.5500, grad_norm: 5.3631 2021-01-28 21:49:29,723 - mmaction - INFO - Epoch [231][340/2147] lr: 5.047e-03, eta: 1 day, 1:57:40, time: 1.520, data_time: 0.007, memory: 16628, top1_acc: 0.6210, top5_acc: 0.8165, loss_cls: 1.5933, loss: 1.5933, grad_norm: 5.3448 2021-01-28 21:50:02,525 - mmaction - INFO - Epoch [231][360/2147] lr: 5.047e-03, eta: 1 day, 1:57:07, time: 1.617, data_time: 0.006, memory: 16628, top1_acc: 0.6165, top5_acc: 0.8317, loss_cls: 1.5567, loss: 1.5567, grad_norm: 5.4943 2021-01-28 21:50:32,241 - mmaction - INFO - Epoch [231][380/2147] lr: 5.047e-03, eta: 1 day, 1:56:32, time: 1.501, data_time: 0.034, memory: 16628, top1_acc: 0.6433, top5_acc: 0.8281, loss_cls: 1.5103, loss: 1.5103, grad_norm: 5.2808 2021-01-28 21:51:01,206 - mmaction - INFO - Epoch [231][400/2147] lr: 5.047e-03, eta: 1 day, 1:55:58, time: 1.456, data_time: 0.015, memory: 16628, top1_acc: 0.6277, top5_acc: 0.8259, loss_cls: 1.5715, loss: 1.5715, grad_norm: 5.4081 2021-01-28 21:51:30,091 - mmaction - INFO - Epoch [231][420/2147] lr: 5.047e-03, eta: 1 day, 1:55:24, time: 1.446, data_time: 0.003, memory: 16628, top1_acc: 0.6522, top5_acc: 0.8321, loss_cls: 1.4745, loss: 1.4745, grad_norm: 5.1679 2021-01-28 21:52:04,570 - mmaction - INFO - Epoch [231][440/2147] lr: 5.047e-03, eta: 1 day, 1:54:50, time: 1.723, data_time: 0.005, memory: 16628, top1_acc: 0.6214, top5_acc: 0.8259, loss_cls: 1.5624, loss: 1.5624, grad_norm: 5.3673 2021-01-28 21:52:33,079 - mmaction - INFO - Epoch [231][460/2147] lr: 5.047e-03, eta: 1 day, 1:54:16, time: 1.424, data_time: 0.004, memory: 16628, top1_acc: 0.6326, top5_acc: 0.8362, loss_cls: 1.5108, loss: 1.5108, grad_norm: 5.3312 2021-01-28 21:53:07,421 - mmaction - INFO - Epoch [231][480/2147] lr: 5.047e-03, eta: 1 day, 1:53:43, time: 1.717, data_time: 0.008, memory: 16628, top1_acc: 0.6326, top5_acc: 0.8290, loss_cls: 1.5234, loss: 1.5234, grad_norm: 5.3991 2021-01-28 21:53:41,335 - mmaction - INFO - Epoch [231][500/2147] lr: 5.047e-03, eta: 1 day, 1:53:09, time: 1.697, data_time: 0.012, memory: 16628, top1_acc: 0.6290, top5_acc: 0.8268, loss_cls: 1.5609, loss: 1.5609, grad_norm: 5.3591 2021-01-28 21:54:14,272 - mmaction - INFO - Epoch [231][520/2147] lr: 5.047e-03, eta: 1 day, 1:52:35, time: 1.647, data_time: 0.007, memory: 16628, top1_acc: 0.6112, top5_acc: 0.8107, loss_cls: 1.6398, loss: 1.6398, grad_norm: 5.3708 2021-01-28 21:55:00,561 - mmaction - INFO - Epoch [231][540/2147] lr: 5.047e-03, eta: 1 day, 1:52:03, time: 2.310, data_time: 0.007, memory: 16628, top1_acc: 0.6446, top5_acc: 0.8344, loss_cls: 1.4697, loss: 1.4697, grad_norm: 5.1666 2021-01-28 21:55:31,736 - mmaction - INFO - Epoch [231][560/2147] lr: 5.047e-03, eta: 1 day, 1:51:29, time: 1.562, data_time: 0.015, memory: 16628, top1_acc: 0.6290, top5_acc: 0.8170, loss_cls: 1.6063, loss: 1.6063, grad_norm: 5.3015 2021-01-28 21:56:03,665 - mmaction - INFO - Epoch [231][580/2147] lr: 5.047e-03, eta: 1 day, 1:50:55, time: 1.589, data_time: 0.006, memory: 16628, top1_acc: 0.6272, top5_acc: 0.8201, loss_cls: 1.6067, loss: 1.6067, grad_norm: 5.2893 2021-01-28 21:56:34,601 - mmaction - INFO - Epoch [231][600/2147] lr: 5.047e-03, eta: 1 day, 1:50:21, time: 1.471, data_time: 0.015, memory: 16628, top1_acc: 0.6241, top5_acc: 0.8268, loss_cls: 1.5587, loss: 1.5587, grad_norm: 5.3370 2021-01-28 21:57:12,341 - mmaction - INFO - Epoch [231][620/2147] lr: 5.047e-03, eta: 1 day, 1:49:48, time: 1.969, data_time: 0.102, memory: 16628, top1_acc: 0.6281, top5_acc: 0.8219, loss_cls: 1.6061, loss: 1.6061, grad_norm: 5.4651 2021-01-28 21:57:42,608 - mmaction - INFO - Epoch [231][640/2147] lr: 5.047e-03, eta: 1 day, 1:49:14, time: 1.514, data_time: 0.009, memory: 16628, top1_acc: 0.6116, top5_acc: 0.8210, loss_cls: 1.5946, loss: 1.5946, grad_norm: 5.4134 2021-01-28 21:58:13,584 - mmaction - INFO - Epoch [231][660/2147] lr: 5.047e-03, eta: 1 day, 1:48:40, time: 1.548, data_time: 0.004, memory: 16628, top1_acc: 0.6170, top5_acc: 0.8134, loss_cls: 1.6106, loss: 1.6106, grad_norm: 5.2931 2021-01-28 21:58:42,983 - mmaction - INFO - Epoch [231][680/2147] lr: 5.047e-03, eta: 1 day, 1:48:05, time: 1.469, data_time: 0.015, memory: 16628, top1_acc: 0.6433, top5_acc: 0.8384, loss_cls: 1.4983, loss: 1.4983, grad_norm: 5.3094 2021-01-28 21:59:15,345 - mmaction - INFO - Epoch [231][700/2147] lr: 5.047e-03, eta: 1 day, 1:47:32, time: 1.617, data_time: 0.006, memory: 16628, top1_acc: 0.6232, top5_acc: 0.8250, loss_cls: 1.5791, loss: 1.5791, grad_norm: 5.3566 2021-01-28 21:59:50,731 - mmaction - INFO - Epoch [231][720/2147] lr: 5.047e-03, eta: 1 day, 1:46:58, time: 1.773, data_time: 0.008, memory: 16628, top1_acc: 0.6299, top5_acc: 0.8228, loss_cls: 1.5625, loss: 1.5625, grad_norm: 5.3866 2021-01-28 22:00:19,673 - mmaction - INFO - Epoch [231][740/2147] lr: 5.047e-03, eta: 1 day, 1:46:24, time: 1.446, data_time: 0.005, memory: 16628, top1_acc: 0.6304, top5_acc: 0.8152, loss_cls: 1.5933, loss: 1.5933, grad_norm: 5.3680 2021-01-28 22:00:51,195 - mmaction - INFO - Epoch [231][760/2147] lr: 5.047e-03, eta: 1 day, 1:45:50, time: 1.572, data_time: 0.004, memory: 16628, top1_acc: 0.6161, top5_acc: 0.8348, loss_cls: 1.5753, loss: 1.5753, grad_norm: 5.4464 2021-01-28 22:01:21,228 - mmaction - INFO - Epoch [231][780/2147] lr: 5.047e-03, eta: 1 day, 1:45:16, time: 1.503, data_time: 0.015, memory: 16628, top1_acc: 0.6295, top5_acc: 0.8259, loss_cls: 1.5795, loss: 1.5795, grad_norm: 5.3659 2021-01-28 22:02:02,451 - mmaction - INFO - Epoch [231][800/2147] lr: 5.047e-03, eta: 1 day, 1:44:43, time: 2.065, data_time: 0.009, memory: 16628, top1_acc: 0.6371, top5_acc: 0.8272, loss_cls: 1.5517, loss: 1.5517, grad_norm: 5.2881 2021-01-28 22:02:32,084 - mmaction - INFO - Epoch [231][820/2147] lr: 5.047e-03, eta: 1 day, 1:44:09, time: 1.482, data_time: 0.004, memory: 16628, top1_acc: 0.6509, top5_acc: 0.8397, loss_cls: 1.4837, loss: 1.4837, grad_norm: 5.2408 2021-01-28 22:03:08,757 - mmaction - INFO - Epoch [231][840/2147] lr: 5.047e-03, eta: 1 day, 1:43:36, time: 1.832, data_time: 0.003, memory: 16628, top1_acc: 0.6317, top5_acc: 0.8246, loss_cls: 1.5475, loss: 1.5475, grad_norm: 5.3659 2021-01-28 22:03:38,880 - mmaction - INFO - Epoch [231][860/2147] lr: 5.047e-03, eta: 1 day, 1:43:01, time: 1.504, data_time: 0.007, memory: 16628, top1_acc: 0.6366, top5_acc: 0.8335, loss_cls: 1.5283, loss: 1.5283, grad_norm: 5.3725 2021-01-28 22:04:11,035 - mmaction - INFO - Epoch [231][880/2147] lr: 5.047e-03, eta: 1 day, 1:42:28, time: 1.610, data_time: 0.012, memory: 16628, top1_acc: 0.6326, top5_acc: 0.8330, loss_cls: 1.5557, loss: 1.5557, grad_norm: 5.3580 2021-01-28 22:04:41,886 - mmaction - INFO - Epoch [231][900/2147] lr: 5.047e-03, eta: 1 day, 1:41:54, time: 1.544, data_time: 0.011, memory: 16628, top1_acc: 0.6339, top5_acc: 0.8438, loss_cls: 1.5128, loss: 1.5128, grad_norm: 5.4738 2021-01-28 22:05:19,627 - mmaction - INFO - Epoch [231][920/2147] lr: 5.047e-03, eta: 1 day, 1:41:20, time: 1.886, data_time: 0.008, memory: 16628, top1_acc: 0.6487, top5_acc: 0.8362, loss_cls: 1.4798, loss: 1.4798, grad_norm: 5.3581 2021-01-28 22:05:51,626 - mmaction - INFO - Epoch [231][940/2147] lr: 5.047e-03, eta: 1 day, 1:40:46, time: 1.598, data_time: 0.004, memory: 16628, top1_acc: 0.6326, top5_acc: 0.8174, loss_cls: 1.5721, loss: 1.5721, grad_norm: 5.3716 2021-01-28 22:06:20,395 - mmaction - INFO - Epoch [231][960/2147] lr: 5.047e-03, eta: 1 day, 1:40:12, time: 1.441, data_time: 0.008, memory: 16628, top1_acc: 0.6304, top5_acc: 0.8196, loss_cls: 1.5744, loss: 1.5744, grad_norm: 5.2508 2021-01-28 22:06:52,864 - mmaction - INFO - Epoch [231][980/2147] lr: 5.047e-03, eta: 1 day, 1:39:38, time: 1.624, data_time: 0.005, memory: 16628, top1_acc: 0.6437, top5_acc: 0.8353, loss_cls: 1.5107, loss: 1.5107, grad_norm: 5.2099 2021-01-28 22:07:27,529 - mmaction - INFO - Epoch [231][1000/2147] lr: 5.047e-03, eta: 1 day, 1:39:05, time: 1.730, data_time: 0.012, memory: 16628, top1_acc: 0.6348, top5_acc: 0.8286, loss_cls: 1.5407, loss: 1.5407, grad_norm: 5.2892 2021-01-28 22:08:04,958 - mmaction - INFO - Epoch [231][1020/2147] lr: 5.047e-03, eta: 1 day, 1:38:32, time: 1.866, data_time: 0.007, memory: 16628, top1_acc: 0.6491, top5_acc: 0.8420, loss_cls: 1.4890, loss: 1.4890, grad_norm: 5.1837 2021-01-28 22:08:35,223 - mmaction - INFO - Epoch [231][1040/2147] lr: 5.047e-03, eta: 1 day, 1:37:57, time: 1.522, data_time: 0.022, memory: 16628, top1_acc: 0.6263, top5_acc: 0.8259, loss_cls: 1.5984, loss: 1.5984, grad_norm: 5.3659 2021-01-28 22:09:12,195 - mmaction - INFO - Epoch [231][1060/2147] lr: 5.047e-03, eta: 1 day, 1:37:24, time: 1.842, data_time: 0.002, memory: 16628, top1_acc: 0.6254, top5_acc: 0.8170, loss_cls: 1.6172, loss: 1.6172, grad_norm: 5.3105 2021-01-28 22:09:43,933 - mmaction - INFO - Epoch [231][1080/2147] lr: 5.047e-03, eta: 1 day, 1:36:50, time: 1.592, data_time: 0.009, memory: 16628, top1_acc: 0.6237, top5_acc: 0.8263, loss_cls: 1.5593, loss: 1.5593, grad_norm: 5.3756 2021-01-28 22:10:13,074 - mmaction - INFO - Epoch [231][1100/2147] lr: 5.047e-03, eta: 1 day, 1:36:16, time: 1.457, data_time: 0.014, memory: 16628, top1_acc: 0.6121, top5_acc: 0.8174, loss_cls: 1.6222, loss: 1.6222, grad_norm: 5.4741 2021-01-28 22:10:42,145 - mmaction - INFO - Epoch [231][1120/2147] lr: 5.047e-03, eta: 1 day, 1:35:42, time: 1.454, data_time: 0.008, memory: 16628, top1_acc: 0.6321, top5_acc: 0.8272, loss_cls: 1.5660, loss: 1.5660, grad_norm: 5.3886 2021-01-28 22:11:16,656 - mmaction - INFO - Epoch [231][1140/2147] lr: 5.047e-03, eta: 1 day, 1:35:08, time: 1.722, data_time: 0.008, memory: 16628, top1_acc: 0.6259, top5_acc: 0.8246, loss_cls: 1.5556, loss: 1.5556, grad_norm: 5.4187 2021-01-28 22:11:45,749 - mmaction - INFO - Epoch [231][1160/2147] lr: 5.047e-03, eta: 1 day, 1:34:34, time: 1.433, data_time: 0.013, memory: 16628, top1_acc: 0.6281, top5_acc: 0.8304, loss_cls: 1.5636, loss: 1.5636, grad_norm: 5.3166 2021-01-28 22:12:22,601 - mmaction - INFO - Epoch [231][1180/2147] lr: 5.047e-03, eta: 1 day, 1:34:01, time: 1.867, data_time: 0.036, memory: 16628, top1_acc: 0.6321, top5_acc: 0.8446, loss_cls: 1.5108, loss: 1.5108, grad_norm: 5.3512 2021-01-28 22:12:55,357 - mmaction - INFO - Epoch [231][1200/2147] lr: 5.047e-03, eta: 1 day, 1:33:27, time: 1.635, data_time: 0.016, memory: 16628, top1_acc: 0.6429, top5_acc: 0.8223, loss_cls: 1.5545, loss: 1.5545, grad_norm: 5.3236 2021-01-28 22:13:24,300 - mmaction - INFO - Epoch [231][1220/2147] lr: 5.047e-03, eta: 1 day, 1:32:53, time: 1.448, data_time: 0.009, memory: 16628, top1_acc: 0.6317, top5_acc: 0.8250, loss_cls: 1.5425, loss: 1.5425, grad_norm: 5.2208 2021-01-28 22:13:56,366 - mmaction - INFO - Epoch [231][1240/2147] lr: 5.047e-03, eta: 1 day, 1:32:19, time: 1.605, data_time: 0.007, memory: 16628, top1_acc: 0.6366, top5_acc: 0.8406, loss_cls: 1.5257, loss: 1.5257, grad_norm: 5.3453 2021-01-28 22:14:26,066 - mmaction - INFO - Epoch [231][1260/2147] lr: 5.047e-03, eta: 1 day, 1:31:45, time: 1.485, data_time: 0.005, memory: 16628, top1_acc: 0.6335, top5_acc: 0.8263, loss_cls: 1.5542, loss: 1.5542, grad_norm: 5.2830 2021-01-28 22:15:00,530 - mmaction - INFO - Epoch [231][1280/2147] lr: 5.047e-03, eta: 1 day, 1:31:11, time: 1.726, data_time: 0.006, memory: 16628, top1_acc: 0.6201, top5_acc: 0.8277, loss_cls: 1.6147, loss: 1.6147, grad_norm: 5.3991 2021-01-28 22:15:29,473 - mmaction - INFO - Epoch [231][1300/2147] lr: 5.047e-03, eta: 1 day, 1:30:37, time: 1.447, data_time: 0.005, memory: 16628, top1_acc: 0.6076, top5_acc: 0.8165, loss_cls: 1.6346, loss: 1.6346, grad_norm: 5.3458 2021-01-28 22:15:58,043 - mmaction - INFO - Epoch [231][1320/2147] lr: 5.047e-03, eta: 1 day, 1:30:03, time: 1.429, data_time: 0.004, memory: 16628, top1_acc: 0.6121, top5_acc: 0.8138, loss_cls: 1.6342, loss: 1.6342, grad_norm: 5.4463 2021-01-28 22:16:26,869 - mmaction - INFO - Epoch [231][1340/2147] lr: 5.047e-03, eta: 1 day, 1:29:28, time: 1.437, data_time: 0.005, memory: 16628, top1_acc: 0.6263, top5_acc: 0.8335, loss_cls: 1.5244, loss: 1.5244, grad_norm: 5.3518 2021-01-28 22:16:58,754 - mmaction - INFO - Epoch [231][1360/2147] lr: 5.047e-03, eta: 1 day, 1:28:55, time: 1.598, data_time: 0.009, memory: 16628, top1_acc: 0.6326, top5_acc: 0.8415, loss_cls: 1.5054, loss: 1.5054, grad_norm: 5.2853 2021-01-28 22:17:30,122 - mmaction - INFO - Epoch [231][1380/2147] lr: 5.047e-03, eta: 1 day, 1:28:21, time: 1.569, data_time: 0.011, memory: 16628, top1_acc: 0.6232, top5_acc: 0.8402, loss_cls: 1.5499, loss: 1.5499, grad_norm: 5.3062 2021-01-28 22:18:02,735 - mmaction - INFO - Epoch [231][1400/2147] lr: 5.047e-03, eta: 1 day, 1:27:47, time: 1.630, data_time: 0.003, memory: 16628, top1_acc: 0.6228, top5_acc: 0.8330, loss_cls: 1.5595, loss: 1.5595, grad_norm: 5.3199 2021-01-28 22:18:34,889 - mmaction - INFO - Epoch [231][1420/2147] lr: 5.047e-03, eta: 1 day, 1:27:13, time: 1.596, data_time: 0.010, memory: 16628, top1_acc: 0.6232, top5_acc: 0.8170, loss_cls: 1.6327, loss: 1.6327, grad_norm: 5.2748 2021-01-28 22:19:05,457 - mmaction - INFO - Epoch [231][1440/2147] lr: 5.047e-03, eta: 1 day, 1:26:39, time: 1.539, data_time: 0.023, memory: 16628, top1_acc: 0.6504, top5_acc: 0.8201, loss_cls: 1.5668, loss: 1.5668, grad_norm: 5.2892 2021-01-28 22:19:34,498 - mmaction - INFO - Epoch [231][1460/2147] lr: 5.047e-03, eta: 1 day, 1:26:05, time: 1.440, data_time: 0.005, memory: 16628, top1_acc: 0.6348, top5_acc: 0.8272, loss_cls: 1.5182, loss: 1.5182, grad_norm: 5.3299 2021-01-28 22:20:03,775 - mmaction - INFO - Epoch [231][1480/2147] lr: 5.047e-03, eta: 1 day, 1:25:31, time: 1.476, data_time: 0.025, memory: 16628, top1_acc: 0.6165, top5_acc: 0.8281, loss_cls: 1.5637, loss: 1.5637, grad_norm: 5.4191 2021-01-28 22:20:34,313 - mmaction - INFO - Epoch [231][1500/2147] lr: 5.047e-03, eta: 1 day, 1:24:57, time: 1.525, data_time: 0.011, memory: 16628, top1_acc: 0.6277, top5_acc: 0.8295, loss_cls: 1.5986, loss: 1.5986, grad_norm: 5.3509 2021-01-28 22:21:04,273 - mmaction - INFO - Epoch [231][1520/2147] lr: 5.047e-03, eta: 1 day, 1:24:22, time: 1.496, data_time: 0.015, memory: 16628, top1_acc: 0.6304, top5_acc: 0.8299, loss_cls: 1.5730, loss: 1.5730, grad_norm: 5.4001 2021-01-28 22:21:33,644 - mmaction - INFO - Epoch [231][1540/2147] lr: 5.047e-03, eta: 1 day, 1:23:48, time: 1.473, data_time: 0.007, memory: 16628, top1_acc: 0.6304, top5_acc: 0.8388, loss_cls: 1.5204, loss: 1.5204, grad_norm: 5.3139 2021-01-28 22:22:14,228 - mmaction - INFO - Epoch [231][1560/2147] lr: 5.047e-03, eta: 1 day, 1:23:15, time: 2.017, data_time: 0.011, memory: 16628, top1_acc: 0.6491, top5_acc: 0.8460, loss_cls: 1.4617, loss: 1.4617, grad_norm: 5.3306 2021-01-28 22:22:46,278 - mmaction - INFO - Epoch [231][1580/2147] lr: 5.047e-03, eta: 1 day, 1:22:41, time: 1.615, data_time: 0.016, memory: 16628, top1_acc: 0.6348, top5_acc: 0.8348, loss_cls: 1.5301, loss: 1.5301, grad_norm: 5.3665 2021-01-28 22:23:18,162 - mmaction - INFO - Epoch [231][1600/2147] lr: 5.047e-03, eta: 1 day, 1:22:08, time: 1.592, data_time: 0.014, memory: 16628, top1_acc: 0.6152, top5_acc: 0.8116, loss_cls: 1.6572, loss: 1.6572, grad_norm: 5.5986 2021-01-28 22:23:48,464 - mmaction - INFO - Epoch [231][1620/2147] lr: 5.047e-03, eta: 1 day, 1:21:34, time: 1.517, data_time: 0.009, memory: 16628, top1_acc: 0.6304, top5_acc: 0.8263, loss_cls: 1.5701, loss: 1.5701, grad_norm: 5.2813 2021-01-28 22:24:19,317 - mmaction - INFO - Epoch [231][1640/2147] lr: 5.047e-03, eta: 1 day, 1:21:00, time: 1.539, data_time: 0.005, memory: 16628, top1_acc: 0.6277, top5_acc: 0.8299, loss_cls: 1.5399, loss: 1.5399, grad_norm: 5.3217 2021-01-28 22:24:50,915 - mmaction - INFO - Epoch [231][1660/2147] lr: 5.047e-03, eta: 1 day, 1:20:26, time: 1.583, data_time: 0.011, memory: 16628, top1_acc: 0.6295, top5_acc: 0.8268, loss_cls: 1.5616, loss: 1.5616, grad_norm: 5.4772 2021-01-28 22:25:19,863 - mmaction - INFO - Epoch [231][1680/2147] lr: 5.047e-03, eta: 1 day, 1:19:51, time: 1.449, data_time: 0.005, memory: 16628, top1_acc: 0.6438, top5_acc: 0.8518, loss_cls: 1.4761, loss: 1.4761, grad_norm: 5.3948 2021-01-28 22:25:57,268 - mmaction - INFO - Epoch [231][1700/2147] lr: 5.047e-03, eta: 1 day, 1:19:18, time: 1.870, data_time: 0.003, memory: 16628, top1_acc: 0.6326, top5_acc: 0.8263, loss_cls: 1.5692, loss: 1.5692, grad_norm: 5.3505 2021-01-28 22:26:26,225 - mmaction - INFO - Epoch [231][1720/2147] lr: 5.047e-03, eta: 1 day, 1:18:44, time: 1.446, data_time: 0.018, memory: 16628, top1_acc: 0.6397, top5_acc: 0.8371, loss_cls: 1.4878, loss: 1.4878, grad_norm: 5.2921 2021-01-28 22:27:04,568 - mmaction - INFO - Epoch [231][1740/2147] lr: 5.047e-03, eta: 1 day, 1:18:11, time: 1.901, data_time: 0.009, memory: 16628, top1_acc: 0.6228, top5_acc: 0.8339, loss_cls: 1.5495, loss: 1.5495, grad_norm: 5.4905 2021-01-28 22:27:39,411 - mmaction - INFO - Epoch [231][1760/2147] lr: 5.047e-03, eta: 1 day, 1:17:37, time: 1.758, data_time: 0.042, memory: 16628, top1_acc: 0.6254, top5_acc: 0.8304, loss_cls: 1.5285, loss: 1.5285, grad_norm: 5.4154 2021-01-28 22:28:11,907 - mmaction - INFO - Epoch [231][1780/2147] lr: 5.047e-03, eta: 1 day, 1:17:03, time: 1.625, data_time: 0.005, memory: 16628, top1_acc: 0.6308, top5_acc: 0.8223, loss_cls: 1.5798, loss: 1.5798, grad_norm: 5.4084 2021-01-28 22:28:40,688 - mmaction - INFO - Epoch [231][1800/2147] lr: 5.047e-03, eta: 1 day, 1:16:29, time: 1.438, data_time: 0.005, memory: 16628, top1_acc: 0.6205, top5_acc: 0.8254, loss_cls: 1.5948, loss: 1.5948, grad_norm: 5.4309 2021-01-28 22:29:13,447 - mmaction - INFO - Epoch [231][1820/2147] lr: 5.047e-03, eta: 1 day, 1:15:55, time: 1.640, data_time: 0.015, memory: 16628, top1_acc: 0.6317, top5_acc: 0.8179, loss_cls: 1.6126, loss: 1.6126, grad_norm: 5.3705 2021-01-28 22:29:41,957 - mmaction - INFO - Epoch [231][1840/2147] lr: 5.047e-03, eta: 1 day, 1:15:21, time: 1.426, data_time: 0.005, memory: 16628, top1_acc: 0.6036, top5_acc: 0.8045, loss_cls: 1.6807, loss: 1.6807, grad_norm: 5.6399 2021-01-28 22:30:11,596 - mmaction - INFO - Epoch [231][1860/2147] lr: 5.047e-03, eta: 1 day, 1:14:47, time: 1.482, data_time: 0.001, memory: 16628, top1_acc: 0.6339, top5_acc: 0.8237, loss_cls: 1.5904, loss: 1.5904, grad_norm: 5.3760 2021-01-28 22:30:51,270 - mmaction - INFO - Epoch [231][1880/2147] lr: 5.047e-03, eta: 1 day, 1:14:14, time: 1.970, data_time: 0.005, memory: 16628, top1_acc: 0.6277, top5_acc: 0.8362, loss_cls: 1.5458, loss: 1.5458, grad_norm: 5.3163 2021-01-28 22:31:21,095 - mmaction - INFO - Epoch [231][1900/2147] lr: 5.047e-03, eta: 1 day, 1:13:40, time: 1.497, data_time: 0.022, memory: 16628, top1_acc: 0.6321, top5_acc: 0.8250, loss_cls: 1.5757, loss: 1.5757, grad_norm: 5.4076 2021-01-28 22:31:55,911 - mmaction - INFO - Epoch [231][1920/2147] lr: 5.047e-03, eta: 1 day, 1:13:06, time: 1.740, data_time: 0.012, memory: 16628, top1_acc: 0.6379, top5_acc: 0.8223, loss_cls: 1.5327, loss: 1.5327, grad_norm: 5.3901 2021-01-28 22:32:31,026 - mmaction - INFO - Epoch [231][1940/2147] lr: 5.047e-03, eta: 1 day, 1:12:33, time: 1.761, data_time: 0.010, memory: 16628, top1_acc: 0.6339, top5_acc: 0.8348, loss_cls: 1.5126, loss: 1.5126, grad_norm: 5.3295 2021-01-28 22:33:04,291 - mmaction - INFO - Epoch [231][1960/2147] lr: 5.047e-03, eta: 1 day, 1:11:59, time: 1.664, data_time: 0.006, memory: 16628, top1_acc: 0.6250, top5_acc: 0.8214, loss_cls: 1.5795, loss: 1.5795, grad_norm: 5.3664 2021-01-28 22:33:32,879 - mmaction - INFO - Epoch [231][1980/2147] lr: 5.047e-03, eta: 1 day, 1:11:25, time: 1.431, data_time: 0.008, memory: 16628, top1_acc: 0.6295, top5_acc: 0.8268, loss_cls: 1.5440, loss: 1.5440, grad_norm: 5.4011 2021-01-28 22:34:02,913 - mmaction - INFO - Epoch [231][2000/2147] lr: 5.047e-03, eta: 1 day, 1:10:51, time: 1.490, data_time: 0.006, memory: 16628, top1_acc: 0.6330, top5_acc: 0.8406, loss_cls: 1.5330, loss: 1.5330, grad_norm: 5.4338 2021-01-28 22:34:31,585 - mmaction - INFO - Epoch [231][2020/2147] lr: 5.047e-03, eta: 1 day, 1:10:16, time: 1.445, data_time: 0.022, memory: 16628, top1_acc: 0.6170, top5_acc: 0.8196, loss_cls: 1.6127, loss: 1.6127, grad_norm: 5.4493 2021-01-28 22:35:01,447 - mmaction - INFO - Epoch [231][2040/2147] lr: 5.047e-03, eta: 1 day, 1:09:42, time: 1.485, data_time: 0.003, memory: 16628, top1_acc: 0.6040, top5_acc: 0.8165, loss_cls: 1.6365, loss: 1.6365, grad_norm: 5.4534 2021-01-28 22:35:30,082 - mmaction - INFO - Epoch [231][2060/2147] lr: 5.047e-03, eta: 1 day, 1:09:08, time: 1.441, data_time: 0.013, memory: 16628, top1_acc: 0.6317, top5_acc: 0.8232, loss_cls: 1.5567, loss: 1.5567, grad_norm: 5.2970 2021-01-28 22:36:02,726 - mmaction - INFO - Epoch [231][2080/2147] lr: 5.047e-03, eta: 1 day, 1:08:34, time: 1.632, data_time: 0.004, memory: 16628, top1_acc: 0.6321, top5_acc: 0.8388, loss_cls: 1.5403, loss: 1.5403, grad_norm: 5.3622 2021-01-28 22:36:31,509 - mmaction - INFO - Epoch [231][2100/2147] lr: 5.047e-03, eta: 1 day, 1:08:00, time: 1.438, data_time: 0.002, memory: 16628, top1_acc: 0.6192, top5_acc: 0.8196, loss_cls: 1.5814, loss: 1.5814, grad_norm: 5.4243 2021-01-28 22:37:06,561 - mmaction - INFO - Epoch [231][2120/2147] lr: 5.047e-03, eta: 1 day, 1:07:27, time: 1.752, data_time: 0.007, memory: 16628, top1_acc: 0.6299, top5_acc: 0.8205, loss_cls: 1.5654, loss: 1.5654, grad_norm: 5.2741 2021-01-28 22:37:35,296 - mmaction - INFO - Epoch [231][2140/2147] lr: 5.047e-03, eta: 1 day, 1:06:52, time: 1.439, data_time: 0.005, memory: 16628, top1_acc: 0.6286, top5_acc: 0.8174, loss_cls: 1.6037, loss: 1.6037, grad_norm: 5.4678 2021-01-28 22:46:13,575 - mmaction - INFO - Epoch [232][20/2147] lr: 4.669e-03, eta: 1 day, 1:06:54, time: 24.245, data_time: 22.175, memory: 16628, top1_acc: 0.6393, top5_acc: 0.8379, loss_cls: 1.4927, loss: 1.4927, grad_norm: 5.3504 2021-01-28 22:46:51,295 - mmaction - INFO - Epoch [232][40/2147] lr: 4.669e-03, eta: 1 day, 1:06:21, time: 1.895, data_time: 0.029, memory: 16628, top1_acc: 0.6478, top5_acc: 0.8500, loss_cls: 1.4575, loss: 1.4575, grad_norm: 5.3913 2021-01-28 22:47:19,718 - mmaction - INFO - Epoch [232][60/2147] lr: 4.669e-03, eta: 1 day, 1:05:47, time: 1.429, data_time: 0.010, memory: 16628, top1_acc: 0.6496, top5_acc: 0.8379, loss_cls: 1.4995, loss: 1.4995, grad_norm: 5.3386 2021-01-28 22:47:53,265 - mmaction - INFO - Epoch [232][80/2147] lr: 4.669e-03, eta: 1 day, 1:05:13, time: 1.677, data_time: 0.001, memory: 16628, top1_acc: 0.6344, top5_acc: 0.8375, loss_cls: 1.5154, loss: 1.5154, grad_norm: 5.4150 2021-01-28 22:48:24,738 - mmaction - INFO - Epoch [232][100/2147] lr: 4.669e-03, eta: 1 day, 1:04:39, time: 1.569, data_time: 0.026, memory: 16628, top1_acc: 0.6312, top5_acc: 0.8237, loss_cls: 1.5394, loss: 1.5394, grad_norm: 5.3948 2021-01-28 22:48:54,183 - mmaction - INFO - Epoch [232][120/2147] lr: 4.669e-03, eta: 1 day, 1:04:05, time: 1.477, data_time: 0.007, memory: 16628, top1_acc: 0.6205, top5_acc: 0.8237, loss_cls: 1.5874, loss: 1.5874, grad_norm: 5.4668 2021-01-28 22:49:23,090 - mmaction - INFO - Epoch [232][140/2147] lr: 4.669e-03, eta: 1 day, 1:03:31, time: 1.445, data_time: 0.004, memory: 16628, top1_acc: 0.6281, top5_acc: 0.8330, loss_cls: 1.5355, loss: 1.5355, grad_norm: 5.4724 2021-01-28 22:50:00,919 - mmaction - INFO - Epoch [232][160/2147] lr: 4.669e-03, eta: 1 day, 1:02:58, time: 1.867, data_time: 0.008, memory: 16628, top1_acc: 0.6290, top5_acc: 0.8429, loss_cls: 1.4810, loss: 1.4810, grad_norm: 5.3860 2021-01-28 22:50:29,892 - mmaction - INFO - Epoch [232][180/2147] lr: 4.669e-03, eta: 1 day, 1:02:23, time: 1.472, data_time: 0.039, memory: 16628, top1_acc: 0.6397, top5_acc: 0.8232, loss_cls: 1.5477, loss: 1.5477, grad_norm: 5.3710 2021-01-28 22:51:01,292 - mmaction - INFO - Epoch [232][200/2147] lr: 4.669e-03, eta: 1 day, 1:01:49, time: 1.568, data_time: 0.003, memory: 16628, top1_acc: 0.6272, top5_acc: 0.8339, loss_cls: 1.5475, loss: 1.5475, grad_norm: 5.5299 2021-01-28 22:51:33,051 - mmaction - INFO - Epoch [232][220/2147] lr: 4.669e-03, eta: 1 day, 1:01:16, time: 1.592, data_time: 0.005, memory: 16628, top1_acc: 0.6433, top5_acc: 0.8281, loss_cls: 1.5409, loss: 1.5409, grad_norm: 5.3123 2021-01-28 22:52:11,240 - mmaction - INFO - Epoch [232][240/2147] lr: 4.669e-03, eta: 1 day, 1:00:42, time: 1.907, data_time: 0.083, memory: 16628, top1_acc: 0.6433, top5_acc: 0.8353, loss_cls: 1.5351, loss: 1.5351, grad_norm: 5.3789 2021-01-28 22:52:45,924 - mmaction - INFO - Epoch [232][260/2147] lr: 4.669e-03, eta: 1 day, 1:00:09, time: 1.733, data_time: 0.026, memory: 16628, top1_acc: 0.6379, top5_acc: 0.8339, loss_cls: 1.5252, loss: 1.5252, grad_norm: 5.3685 2021-01-28 22:53:16,249 - mmaction - INFO - Epoch [232][280/2147] lr: 4.669e-03, eta: 1 day, 0:59:35, time: 1.519, data_time: 0.007, memory: 16628, top1_acc: 0.6589, top5_acc: 0.8330, loss_cls: 1.4711, loss: 1.4711, grad_norm: 5.3055 2021-01-28 22:53:48,608 - mmaction - INFO - Epoch [232][300/2147] lr: 4.669e-03, eta: 1 day, 0:59:01, time: 1.614, data_time: 0.004, memory: 16628, top1_acc: 0.6308, top5_acc: 0.8335, loss_cls: 1.5135, loss: 1.5135, grad_norm: 5.2977 2021-01-28 22:54:26,469 - mmaction - INFO - Epoch [232][320/2147] lr: 4.669e-03, eta: 1 day, 0:58:28, time: 1.893, data_time: 0.012, memory: 16628, top1_acc: 0.6281, top5_acc: 0.8415, loss_cls: 1.5048, loss: 1.5048, grad_norm: 5.3480 2021-01-28 22:54:56,072 - mmaction - INFO - Epoch [232][340/2147] lr: 4.669e-03, eta: 1 day, 0:57:53, time: 1.484, data_time: 0.015, memory: 16628, top1_acc: 0.6281, top5_acc: 0.8330, loss_cls: 1.5400, loss: 1.5400, grad_norm: 5.3992 2021-01-28 22:55:25,605 - mmaction - INFO - Epoch [232][360/2147] lr: 4.669e-03, eta: 1 day, 0:57:19, time: 1.478, data_time: 0.007, memory: 16628, top1_acc: 0.6246, top5_acc: 0.8263, loss_cls: 1.5839, loss: 1.5839, grad_norm: 5.6015 2021-01-28 22:55:55,079 - mmaction - INFO - Epoch [232][380/2147] lr: 4.669e-03, eta: 1 day, 0:56:45, time: 1.465, data_time: 0.002, memory: 16628, top1_acc: 0.6205, top5_acc: 0.8246, loss_cls: 1.5731, loss: 1.5731, grad_norm: 5.6200 2021-01-28 22:56:28,069 - mmaction - INFO - Epoch [232][400/2147] lr: 4.669e-03, eta: 1 day, 0:56:11, time: 1.652, data_time: 0.019, memory: 16628, top1_acc: 0.6598, top5_acc: 0.8469, loss_cls: 1.4388, loss: 1.4388, grad_norm: 5.3249 2021-01-28 22:57:07,927 - mmaction - INFO - Epoch [232][420/2147] lr: 4.669e-03, eta: 1 day, 0:55:38, time: 1.987, data_time: 0.012, memory: 16628, top1_acc: 0.6536, top5_acc: 0.8455, loss_cls: 1.4565, loss: 1.4565, grad_norm: 5.3640 2021-01-28 22:57:39,479 - mmaction - INFO - Epoch [232][440/2147] lr: 4.669e-03, eta: 1 day, 0:55:04, time: 1.589, data_time: 0.025, memory: 16628, top1_acc: 0.6268, top5_acc: 0.8321, loss_cls: 1.5237, loss: 1.5237, grad_norm: 5.4494 2021-01-28 22:58:17,990 - mmaction - INFO - Epoch [232][460/2147] lr: 4.669e-03, eta: 1 day, 0:54:31, time: 1.785, data_time: 0.005, memory: 16628, top1_acc: 0.6397, top5_acc: 0.8321, loss_cls: 1.5122, loss: 1.5122, grad_norm: 5.3448 2021-01-28 22:58:50,218 - mmaction - INFO - Epoch [232][480/2147] lr: 4.669e-03, eta: 1 day, 0:53:57, time: 1.749, data_time: 0.151, memory: 16628, top1_acc: 0.6304, top5_acc: 0.8317, loss_cls: 1.5609, loss: 1.5609, grad_norm: 5.4913 2021-01-28 22:59:26,991 - mmaction - INFO - Epoch [232][500/2147] lr: 4.669e-03, eta: 1 day, 0:53:24, time: 1.840, data_time: 0.006, memory: 16628, top1_acc: 0.6473, top5_acc: 0.8312, loss_cls: 1.4831, loss: 1.4831, grad_norm: 5.2096 2021-01-28 22:59:58,588 - mmaction - INFO - Epoch [232][520/2147] lr: 4.669e-03, eta: 1 day, 0:52:50, time: 1.576, data_time: 0.008, memory: 16628, top1_acc: 0.6464, top5_acc: 0.8442, loss_cls: 1.4780, loss: 1.4780, grad_norm: 5.2327 2021-01-28 23:00:31,554 - mmaction - INFO - Epoch [232][540/2147] lr: 4.669e-03, eta: 1 day, 0:52:16, time: 1.653, data_time: 0.010, memory: 16628, top1_acc: 0.6446, top5_acc: 0.8371, loss_cls: 1.4750, loss: 1.4750, grad_norm: 5.4457 2021-01-28 23:01:02,585 - mmaction - INFO - Epoch [232][560/2147] lr: 4.669e-03, eta: 1 day, 0:51:42, time: 1.536, data_time: 0.005, memory: 16628, top1_acc: 0.6384, top5_acc: 0.8366, loss_cls: 1.5045, loss: 1.5045, grad_norm: 5.5276 2021-01-28 23:01:34,347 - mmaction - INFO - Epoch [232][580/2147] lr: 4.669e-03, eta: 1 day, 0:51:08, time: 1.605, data_time: 0.019, memory: 16628, top1_acc: 0.6107, top5_acc: 0.8067, loss_cls: 1.6724, loss: 1.6724, grad_norm: 5.4730 2021-01-28 23:02:06,468 - mmaction - INFO - Epoch [232][600/2147] lr: 4.669e-03, eta: 1 day, 0:50:34, time: 1.604, data_time: 0.014, memory: 16628, top1_acc: 0.6371, top5_acc: 0.8393, loss_cls: 1.5054, loss: 1.5054, grad_norm: 5.3547 2021-01-28 23:02:39,326 - mmaction - INFO - Epoch [232][620/2147] lr: 4.669e-03, eta: 1 day, 0:50:01, time: 1.641, data_time: 0.006, memory: 16628, top1_acc: 0.6304, top5_acc: 0.8147, loss_cls: 1.5852, loss: 1.5852, grad_norm: 5.4171 2021-01-28 23:03:08,194 - mmaction - INFO - Epoch [232][640/2147] lr: 4.669e-03, eta: 1 day, 0:49:26, time: 1.449, data_time: 0.016, memory: 16628, top1_acc: 0.6513, top5_acc: 0.8371, loss_cls: 1.4714, loss: 1.4714, grad_norm: 5.2768 2021-01-28 23:03:40,691 - mmaction - INFO - Epoch [232][660/2147] lr: 4.669e-03, eta: 1 day, 0:48:53, time: 1.624, data_time: 0.019, memory: 16628, top1_acc: 0.6308, top5_acc: 0.8295, loss_cls: 1.5260, loss: 1.5260, grad_norm: 5.4973 2021-01-28 23:04:15,853 - mmaction - INFO - Epoch [232][680/2147] lr: 4.669e-03, eta: 1 day, 0:48:19, time: 1.757, data_time: 0.007, memory: 16628, top1_acc: 0.6304, top5_acc: 0.8281, loss_cls: 1.5574, loss: 1.5574, grad_norm: 5.3719 2021-01-28 23:04:50,845 - mmaction - INFO - Epoch [232][700/2147] lr: 4.669e-03, eta: 1 day, 0:47:46, time: 1.744, data_time: 0.008, memory: 16628, top1_acc: 0.6241, top5_acc: 0.8205, loss_cls: 1.6074, loss: 1.6074, grad_norm: 5.4154 2021-01-28 23:05:20,157 - mmaction - INFO - Epoch [232][720/2147] lr: 4.669e-03, eta: 1 day, 0:47:11, time: 1.473, data_time: 0.010, memory: 16628, top1_acc: 0.6094, top5_acc: 0.8174, loss_cls: 1.6435, loss: 1.6435, grad_norm: 5.5327 2021-01-28 23:05:49,683 - mmaction - INFO - Epoch [232][740/2147] lr: 4.669e-03, eta: 1 day, 0:46:37, time: 1.471, data_time: 0.002, memory: 16628, top1_acc: 0.6366, top5_acc: 0.8348, loss_cls: 1.5075, loss: 1.5075, grad_norm: 5.4892 2021-01-28 23:06:18,882 - mmaction - INFO - Epoch [232][760/2147] lr: 4.669e-03, eta: 1 day, 0:46:03, time: 1.465, data_time: 0.009, memory: 16628, top1_acc: 0.6473, top5_acc: 0.8272, loss_cls: 1.5224, loss: 1.5224, grad_norm: 5.2747 2021-01-28 23:07:07,506 - mmaction - INFO - Epoch [232][780/2147] lr: 4.669e-03, eta: 1 day, 0:45:31, time: 2.423, data_time: 0.005, memory: 16628, top1_acc: 0.6433, top5_acc: 0.8415, loss_cls: 1.4920, loss: 1.4920, grad_norm: 5.3687 2021-01-28 23:07:36,911 - mmaction - INFO - Epoch [232][800/2147] lr: 4.669e-03, eta: 1 day, 0:44:57, time: 1.479, data_time: 0.018, memory: 16628, top1_acc: 0.6143, top5_acc: 0.8232, loss_cls: 1.5663, loss: 1.5663, grad_norm: 5.5253 2021-01-28 23:08:14,453 - mmaction - INFO - Epoch [232][820/2147] lr: 4.669e-03, eta: 1 day, 0:44:23, time: 1.870, data_time: 0.001, memory: 16628, top1_acc: 0.6357, top5_acc: 0.8299, loss_cls: 1.5419, loss: 1.5419, grad_norm: 5.4561 2021-01-28 23:08:46,749 - mmaction - INFO - Epoch [232][840/2147] lr: 4.669e-03, eta: 1 day, 0:43:50, time: 1.610, data_time: 0.015, memory: 16628, top1_acc: 0.6464, top5_acc: 0.8286, loss_cls: 1.4901, loss: 1.4901, grad_norm: 5.3387 2021-01-28 23:09:16,818 - mmaction - INFO - Epoch [232][860/2147] lr: 4.669e-03, eta: 1 day, 0:43:15, time: 1.494, data_time: 0.020, memory: 16628, top1_acc: 0.6545, top5_acc: 0.8371, loss_cls: 1.4968, loss: 1.4968, grad_norm: 5.3996 2021-01-28 23:09:51,547 - mmaction - INFO - Epoch [232][880/2147] lr: 4.669e-03, eta: 1 day, 0:42:42, time: 1.751, data_time: 0.024, memory: 16628, top1_acc: 0.6295, top5_acc: 0.8460, loss_cls: 1.5030, loss: 1.5030, grad_norm: 5.4716 2021-01-28 23:10:20,381 - mmaction - INFO - Epoch [232][900/2147] lr: 4.669e-03, eta: 1 day, 0:42:08, time: 1.447, data_time: 0.007, memory: 16628, top1_acc: 0.6165, top5_acc: 0.8170, loss_cls: 1.5808, loss: 1.5808, grad_norm: 5.4894 2021-01-28 23:10:51,545 - mmaction - INFO - Epoch [232][920/2147] lr: 4.669e-03, eta: 1 day, 0:41:34, time: 1.556, data_time: 0.006, memory: 16628, top1_acc: 0.6482, top5_acc: 0.8357, loss_cls: 1.4956, loss: 1.4956, grad_norm: 5.2833 2021-01-28 23:11:24,773 - mmaction - INFO - Epoch [232][940/2147] lr: 4.669e-03, eta: 1 day, 0:41:00, time: 1.663, data_time: 0.006, memory: 16628, top1_acc: 0.6223, top5_acc: 0.8237, loss_cls: 1.5661, loss: 1.5661, grad_norm: 5.3543 2021-01-28 23:12:01,592 - mmaction - INFO - Epoch [232][960/2147] lr: 4.669e-03, eta: 1 day, 0:40:27, time: 1.842, data_time: 0.083, memory: 16628, top1_acc: 0.6429, top5_acc: 0.8308, loss_cls: 1.5129, loss: 1.5129, grad_norm: 5.2540 2021-01-28 23:12:32,789 - mmaction - INFO - Epoch [232][980/2147] lr: 4.669e-03, eta: 1 day, 0:39:53, time: 1.533, data_time: 0.004, memory: 16628, top1_acc: 0.6272, top5_acc: 0.8286, loss_cls: 1.5448, loss: 1.5448, grad_norm: 5.5235 2021-01-28 23:13:01,490 - mmaction - INFO - Epoch [232][1000/2147] lr: 4.669e-03, eta: 1 day, 0:39:18, time: 1.459, data_time: 0.031, memory: 16628, top1_acc: 0.6429, top5_acc: 0.8362, loss_cls: 1.5104, loss: 1.5104, grad_norm: 5.3842 2021-01-28 23:13:30,768 - mmaction - INFO - Epoch [232][1020/2147] lr: 4.669e-03, eta: 1 day, 0:38:44, time: 1.467, data_time: 0.011, memory: 16628, top1_acc: 0.6366, top5_acc: 0.8210, loss_cls: 1.5551, loss: 1.5551, grad_norm: 5.3760 2021-01-28 23:14:02,158 - mmaction - INFO - Epoch [232][1040/2147] lr: 4.669e-03, eta: 1 day, 0:38:10, time: 1.569, data_time: 0.002, memory: 16628, top1_acc: 0.6513, top5_acc: 0.8397, loss_cls: 1.4590, loss: 1.4590, grad_norm: 5.1204 2021-01-28 23:14:31,012 - mmaction - INFO - Epoch [232][1060/2147] lr: 4.669e-03, eta: 1 day, 0:37:36, time: 1.440, data_time: 0.003, memory: 16628, top1_acc: 0.6371, top5_acc: 0.8281, loss_cls: 1.5551, loss: 1.5551, grad_norm: 5.5010 2021-01-28 23:15:03,310 - mmaction - INFO - Epoch [232][1080/2147] lr: 4.669e-03, eta: 1 day, 0:37:02, time: 1.615, data_time: 0.007, memory: 16628, top1_acc: 0.6482, top5_acc: 0.8402, loss_cls: 1.4866, loss: 1.4866, grad_norm: 5.3135 2021-01-28 23:15:38,862 - mmaction - INFO - Epoch [232][1100/2147] lr: 4.669e-03, eta: 1 day, 0:36:29, time: 1.776, data_time: 0.006, memory: 16628, top1_acc: 0.6295, top5_acc: 0.8205, loss_cls: 1.5632, loss: 1.5632, grad_norm: 5.4134 2021-01-28 23:16:11,136 - mmaction - INFO - Epoch [232][1120/2147] lr: 4.669e-03, eta: 1 day, 0:35:55, time: 1.613, data_time: 0.015, memory: 16628, top1_acc: 0.6513, top5_acc: 0.8429, loss_cls: 1.4907, loss: 1.4907, grad_norm: 5.3839 2021-01-28 23:16:47,544 - mmaction - INFO - Epoch [232][1140/2147] lr: 4.669e-03, eta: 1 day, 0:35:21, time: 1.824, data_time: 0.009, memory: 16628, top1_acc: 0.6210, top5_acc: 0.8272, loss_cls: 1.5724, loss: 1.5724, grad_norm: 5.5602 2021-01-28 23:17:17,637 - mmaction - INFO - Epoch [232][1160/2147] lr: 4.669e-03, eta: 1 day, 0:34:47, time: 1.506, data_time: 0.009, memory: 16628, top1_acc: 0.6219, top5_acc: 0.8156, loss_cls: 1.6400, loss: 1.6400, grad_norm: 5.6632 2021-01-28 23:17:46,200 - mmaction - INFO - Epoch [232][1180/2147] lr: 4.669e-03, eta: 1 day, 0:34:13, time: 1.423, data_time: 0.002, memory: 16628, top1_acc: 0.6393, top5_acc: 0.8393, loss_cls: 1.4829, loss: 1.4829, grad_norm: 5.3233 2021-01-28 23:18:15,833 - mmaction - INFO - Epoch [232][1200/2147] lr: 4.669e-03, eta: 1 day, 0:33:39, time: 1.477, data_time: 0.013, memory: 16628, top1_acc: 0.6330, top5_acc: 0.8290, loss_cls: 1.5540, loss: 1.5540, grad_norm: 5.4866 2021-01-28 23:18:49,043 - mmaction - INFO - Epoch [232][1220/2147] lr: 4.669e-03, eta: 1 day, 0:33:05, time: 1.652, data_time: 0.016, memory: 16628, top1_acc: 0.6442, top5_acc: 0.8304, loss_cls: 1.5164, loss: 1.5164, grad_norm: 5.2460 2021-01-28 23:19:18,411 - mmaction - INFO - Epoch [232][1240/2147] lr: 4.669e-03, eta: 1 day, 0:32:31, time: 1.478, data_time: 0.029, memory: 16628, top1_acc: 0.6348, top5_acc: 0.8308, loss_cls: 1.5460, loss: 1.5460, grad_norm: 5.3794 2021-01-28 23:19:49,486 - mmaction - INFO - Epoch [232][1260/2147] lr: 4.669e-03, eta: 1 day, 0:31:57, time: 1.560, data_time: 0.021, memory: 16628, top1_acc: 0.6152, top5_acc: 0.8241, loss_cls: 1.6102, loss: 1.6102, grad_norm: 5.5188 2021-01-28 23:20:20,964 - mmaction - INFO - Epoch [232][1280/2147] lr: 4.669e-03, eta: 1 day, 0:31:23, time: 1.563, data_time: 0.006, memory: 16628, top1_acc: 0.6304, top5_acc: 0.8290, loss_cls: 1.5520, loss: 1.5520, grad_norm: 5.4203 2021-01-28 23:20:53,070 - mmaction - INFO - Epoch [232][1300/2147] lr: 4.669e-03, eta: 1 day, 0:30:49, time: 1.616, data_time: 0.026, memory: 16628, top1_acc: 0.6281, top5_acc: 0.8263, loss_cls: 1.5686, loss: 1.5686, grad_norm: 5.4012 2021-01-28 23:21:22,566 - mmaction - INFO - Epoch [232][1320/2147] lr: 4.669e-03, eta: 1 day, 0:30:15, time: 1.478, data_time: 0.007, memory: 16628, top1_acc: 0.6272, top5_acc: 0.8286, loss_cls: 1.5596, loss: 1.5596, grad_norm: 5.4063 2021-01-28 23:22:02,663 - mmaction - INFO - Epoch [232][1340/2147] lr: 4.669e-03, eta: 1 day, 0:29:42, time: 1.987, data_time: 0.004, memory: 16628, top1_acc: 0.6357, top5_acc: 0.8317, loss_cls: 1.5462, loss: 1.5462, grad_norm: 5.3556 2021-01-28 23:22:34,242 - mmaction - INFO - Epoch [232][1360/2147] lr: 4.669e-03, eta: 1 day, 0:29:08, time: 1.583, data_time: 0.024, memory: 16628, top1_acc: 0.6250, top5_acc: 0.8192, loss_cls: 1.6058, loss: 1.6058, grad_norm: 5.6043 2021-01-28 23:23:13,507 - mmaction - INFO - Epoch [232][1380/2147] lr: 4.669e-03, eta: 1 day, 0:28:35, time: 1.968, data_time: 0.020, memory: 16628, top1_acc: 0.6116, top5_acc: 0.8201, loss_cls: 1.6160, loss: 1.6160, grad_norm: 5.5749 2021-01-28 23:23:41,804 - mmaction - INFO - Epoch [232][1400/2147] lr: 4.669e-03, eta: 1 day, 0:28:01, time: 1.423, data_time: 0.013, memory: 16628, top1_acc: 0.6205, top5_acc: 0.8317, loss_cls: 1.5766, loss: 1.5766, grad_norm: 5.5745 2021-01-28 23:24:10,482 - mmaction - INFO - Epoch [232][1420/2147] lr: 4.669e-03, eta: 1 day, 0:27:27, time: 1.430, data_time: 0.006, memory: 16628, top1_acc: 0.6321, top5_acc: 0.8272, loss_cls: 1.5595, loss: 1.5595, grad_norm: 5.4203 2021-01-28 23:24:39,382 - mmaction - INFO - Epoch [232][1440/2147] lr: 4.669e-03, eta: 1 day, 0:26:52, time: 1.450, data_time: 0.011, memory: 16628, top1_acc: 0.6446, top5_acc: 0.8371, loss_cls: 1.4735, loss: 1.4735, grad_norm: 5.3287 2021-01-28 23:25:10,431 - mmaction - INFO - Epoch [232][1460/2147] lr: 4.669e-03, eta: 1 day, 0:26:18, time: 1.552, data_time: 0.004, memory: 16628, top1_acc: 0.6348, top5_acc: 0.8165, loss_cls: 1.5353, loss: 1.5353, grad_norm: 5.4072 2021-01-28 23:25:42,973 - mmaction - INFO - Epoch [232][1480/2147] lr: 4.669e-03, eta: 1 day, 0:25:45, time: 1.623, data_time: 0.004, memory: 16628, top1_acc: 0.6308, top5_acc: 0.8281, loss_cls: 1.5751, loss: 1.5751, grad_norm: 5.5451 2021-01-28 23:26:12,652 - mmaction - INFO - Epoch [232][1500/2147] lr: 4.669e-03, eta: 1 day, 0:25:11, time: 1.485, data_time: 0.007, memory: 16628, top1_acc: 0.6335, top5_acc: 0.8348, loss_cls: 1.5228, loss: 1.5228, grad_norm: 5.5267 2021-01-28 23:26:45,704 - mmaction - INFO - Epoch [232][1520/2147] lr: 4.669e-03, eta: 1 day, 0:24:37, time: 1.572, data_time: 0.007, memory: 16628, top1_acc: 0.6089, top5_acc: 0.8192, loss_cls: 1.6243, loss: 1.6243, grad_norm: 5.5760 2021-01-28 23:27:17,528 - mmaction - INFO - Epoch [232][1540/2147] lr: 4.669e-03, eta: 1 day, 0:24:03, time: 1.657, data_time: 0.085, memory: 16628, top1_acc: 0.6192, top5_acc: 0.8362, loss_cls: 1.5450, loss: 1.5450, grad_norm: 5.4327 2021-01-28 23:27:52,661 - mmaction - INFO - Epoch [232][1560/2147] lr: 4.669e-03, eta: 1 day, 0:23:29, time: 1.767, data_time: 0.035, memory: 16628, top1_acc: 0.6259, top5_acc: 0.8272, loss_cls: 1.5790, loss: 1.5790, grad_norm: 5.5917 2021-01-28 23:28:26,096 - mmaction - INFO - Epoch [232][1580/2147] lr: 4.669e-03, eta: 1 day, 0:22:56, time: 1.672, data_time: 0.045, memory: 16628, top1_acc: 0.6344, top5_acc: 0.8353, loss_cls: 1.5346, loss: 1.5346, grad_norm: 5.4324 2021-01-28 23:29:01,783 - mmaction - INFO - Epoch [232][1600/2147] lr: 4.669e-03, eta: 1 day, 0:22:22, time: 1.783, data_time: 0.021, memory: 16628, top1_acc: 0.6464, top5_acc: 0.8402, loss_cls: 1.4901, loss: 1.4901, grad_norm: 5.3078 2021-01-28 23:29:34,148 - mmaction - INFO - Epoch [232][1620/2147] lr: 4.669e-03, eta: 1 day, 0:21:48, time: 1.622, data_time: 0.017, memory: 16628, top1_acc: 0.6272, top5_acc: 0.8210, loss_cls: 1.5660, loss: 1.5660, grad_norm: 5.6316 2021-01-28 23:30:15,377 - mmaction - INFO - Epoch [232][1640/2147] lr: 4.669e-03, eta: 1 day, 0:21:15, time: 2.057, data_time: 0.010, memory: 16628, top1_acc: 0.6281, top5_acc: 0.8250, loss_cls: 1.5501, loss: 1.5501, grad_norm: 5.5082 2021-01-28 23:30:50,884 - mmaction - INFO - Epoch [232][1660/2147] lr: 4.669e-03, eta: 1 day, 0:20:42, time: 1.778, data_time: 0.014, memory: 16628, top1_acc: 0.6183, top5_acc: 0.8179, loss_cls: 1.5972, loss: 1.5972, grad_norm: 5.5328 2021-01-28 23:31:26,551 - mmaction - INFO - Epoch [232][1680/2147] lr: 4.669e-03, eta: 1 day, 0:20:08, time: 1.781, data_time: 0.012, memory: 16628, top1_acc: 0.6214, top5_acc: 0.8223, loss_cls: 1.5832, loss: 1.5832, grad_norm: 5.4676 2021-01-28 23:32:21,927 - mmaction - INFO - Epoch [232][1700/2147] lr: 4.669e-03, eta: 1 day, 0:19:37, time: 2.766, data_time: 0.017, memory: 16628, top1_acc: 0.6250, top5_acc: 0.8277, loss_cls: 1.5329, loss: 1.5329, grad_norm: 5.4678 2021-01-28 23:33:03,753 - mmaction - INFO - Epoch [232][1720/2147] lr: 4.669e-03, eta: 1 day, 0:19:04, time: 2.093, data_time: 0.017, memory: 16628, top1_acc: 0.6420, top5_acc: 0.8424, loss_cls: 1.4769, loss: 1.4769, grad_norm: 5.4168 2021-01-28 23:33:40,789 - mmaction - INFO - Epoch [232][1740/2147] lr: 4.669e-03, eta: 1 day, 0:18:31, time: 1.857, data_time: 0.029, memory: 16628, top1_acc: 0.6353, top5_acc: 0.8357, loss_cls: 1.5305, loss: 1.5305, grad_norm: 5.5643 2021-01-28 23:34:21,439 - mmaction - INFO - Epoch [232][1760/2147] lr: 4.669e-03, eta: 1 day, 0:17:58, time: 2.021, data_time: 0.014, memory: 16628, top1_acc: 0.6250, top5_acc: 0.8210, loss_cls: 1.5816, loss: 1.5816, grad_norm: 5.6877 2021-01-28 23:34:52,862 - mmaction - INFO - Epoch [232][1780/2147] lr: 4.669e-03, eta: 1 day, 0:17:24, time: 1.585, data_time: 0.023, memory: 16628, top1_acc: 0.6411, top5_acc: 0.8241, loss_cls: 1.5426, loss: 1.5426, grad_norm: 5.5193 2021-01-28 23:35:23,931 - mmaction - INFO - Epoch [232][1800/2147] lr: 4.669e-03, eta: 1 day, 0:16:50, time: 1.541, data_time: 0.006, memory: 16628, top1_acc: 0.6317, top5_acc: 0.8232, loss_cls: 1.5662, loss: 1.5662, grad_norm: 5.5338 2021-01-28 23:35:55,514 - mmaction - INFO - Epoch [232][1820/2147] lr: 4.669e-03, eta: 1 day, 0:16:16, time: 1.591, data_time: 0.018, memory: 16628, top1_acc: 0.6286, top5_acc: 0.8170, loss_cls: 1.6264, loss: 1.6264, grad_norm: 5.7468 2021-01-28 23:36:26,523 - mmaction - INFO - Epoch [232][1840/2147] lr: 4.669e-03, eta: 1 day, 0:15:42, time: 1.550, data_time: 0.005, memory: 16628, top1_acc: 0.6366, top5_acc: 0.8330, loss_cls: 1.5343, loss: 1.5343, grad_norm: 5.5159 2021-01-28 23:37:06,538 - mmaction - INFO - Epoch [232][1860/2147] lr: 4.669e-03, eta: 1 day, 0:15:09, time: 2.000, data_time: 0.007, memory: 16628, top1_acc: 0.6531, top5_acc: 0.8348, loss_cls: 1.4776, loss: 1.4776, grad_norm: 5.2995 2021-01-28 23:37:40,946 - mmaction - INFO - Epoch [232][1880/2147] lr: 4.669e-03, eta: 1 day, 0:14:35, time: 1.712, data_time: 0.019, memory: 16628, top1_acc: 0.6263, top5_acc: 0.8210, loss_cls: 1.5885, loss: 1.5885, grad_norm: 5.4729 2021-01-28 23:38:17,460 - mmaction - INFO - Epoch [232][1900/2147] lr: 4.669e-03, eta: 1 day, 0:14:02, time: 1.837, data_time: 0.021, memory: 16628, top1_acc: 0.6281, top5_acc: 0.8219, loss_cls: 1.5640, loss: 1.5640, grad_norm: 5.6264 2021-01-28 23:38:50,285 - mmaction - INFO - Epoch [232][1920/2147] lr: 4.669e-03, eta: 1 day, 0:13:28, time: 1.639, data_time: 0.011, memory: 16628, top1_acc: 0.6362, top5_acc: 0.8344, loss_cls: 1.5199, loss: 1.5199, grad_norm: 5.3610 2021-01-28 23:39:19,565 - mmaction - INFO - Epoch [232][1940/2147] lr: 4.669e-03, eta: 1 day, 0:12:54, time: 1.467, data_time: 0.007, memory: 16628, top1_acc: 0.6330, top5_acc: 0.8179, loss_cls: 1.5608, loss: 1.5608, grad_norm: 5.3810 2021-01-28 23:40:02,929 - mmaction - INFO - Epoch [232][1960/2147] lr: 4.669e-03, eta: 1 day, 0:12:21, time: 2.135, data_time: 0.002, memory: 16628, top1_acc: 0.6192, top5_acc: 0.8268, loss_cls: 1.5774, loss: 1.5774, grad_norm: 5.5711 2021-01-28 23:40:38,139 - mmaction - INFO - Epoch [232][1980/2147] lr: 4.669e-03, eta: 1 day, 0:11:48, time: 1.785, data_time: 0.051, memory: 16628, top1_acc: 0.6411, top5_acc: 0.8330, loss_cls: 1.4889, loss: 1.4889, grad_norm: 5.3088 2021-01-28 23:41:10,110 - mmaction - INFO - Epoch [232][2000/2147] lr: 4.669e-03, eta: 1 day, 0:11:14, time: 1.597, data_time: 0.017, memory: 16628, top1_acc: 0.6442, top5_acc: 0.8286, loss_cls: 1.5194, loss: 1.5194, grad_norm: 5.3116 2021-01-28 23:41:42,774 - mmaction - INFO - Epoch [232][2020/2147] lr: 4.669e-03, eta: 1 day, 0:10:40, time: 1.490, data_time: 0.013, memory: 16628, top1_acc: 0.6415, top5_acc: 0.8362, loss_cls: 1.5096, loss: 1.5096, grad_norm: 5.4177 2021-01-28 23:42:16,357 - mmaction - INFO - Epoch [232][2040/2147] lr: 4.669e-03, eta: 1 day, 0:10:06, time: 1.819, data_time: 0.159, memory: 16628, top1_acc: 0.6366, top5_acc: 0.8188, loss_cls: 1.5512, loss: 1.5512, grad_norm: 5.1190 2021-01-28 23:42:46,595 - mmaction - INFO - Epoch [232][2060/2147] lr: 4.669e-03, eta: 1 day, 0:09:32, time: 1.514, data_time: 0.024, memory: 16628, top1_acc: 0.6384, top5_acc: 0.8339, loss_cls: 1.5347, loss: 1.5347, grad_norm: 5.4054 2021-01-28 23:43:16,521 - mmaction - INFO - Epoch [232][2080/2147] lr: 4.669e-03, eta: 1 day, 0:08:58, time: 1.507, data_time: 0.015, memory: 16628, top1_acc: 0.6464, top5_acc: 0.8411, loss_cls: 1.4511, loss: 1.4511, grad_norm: 5.3792 2021-01-28 23:43:47,605 - mmaction - INFO - Epoch [232][2100/2147] lr: 4.669e-03, eta: 1 day, 0:08:24, time: 1.553, data_time: 0.004, memory: 16628, top1_acc: 0.6125, top5_acc: 0.8254, loss_cls: 1.6054, loss: 1.6054, grad_norm: 5.6858 2021-01-28 23:44:16,944 - mmaction - INFO - Epoch [232][2120/2147] lr: 4.669e-03, eta: 1 day, 0:07:50, time: 1.466, data_time: 0.010, memory: 16628, top1_acc: 0.6379, top5_acc: 0.8259, loss_cls: 1.5581, loss: 1.5581, grad_norm: 5.4330 2021-01-28 23:44:52,026 - mmaction - INFO - Epoch [232][2140/2147] lr: 4.669e-03, eta: 1 day, 0:07:16, time: 1.750, data_time: 0.007, memory: 16628, top1_acc: 0.6183, top5_acc: 0.8281, loss_cls: 1.5752, loss: 1.5752, grad_norm: 5.5140 2021-01-28 23:45:25,186 - mmaction - INFO - Saving checkpoint at 232 epochs 2021-01-28 23:52:45,560 - mmaction - INFO - Epoch [233][20/2147] lr: 4.306e-03, eta: 1 day, 0:07:11, time: 21.873, data_time: 20.141, memory: 16628, top1_acc: 0.6406, top5_acc: 0.8223, loss_cls: 1.5627, loss: 1.5627, grad_norm: 5.5049 2021-01-28 23:53:15,151 - mmaction - INFO - Epoch [233][40/2147] lr: 4.306e-03, eta: 1 day, 0:06:37, time: 1.484, data_time: 0.013, memory: 16628, top1_acc: 0.6496, top5_acc: 0.8250, loss_cls: 1.5388, loss: 1.5388, grad_norm: 5.3360 2021-01-28 23:53:46,207 - mmaction - INFO - Epoch [233][60/2147] lr: 4.306e-03, eta: 1 day, 0:06:03, time: 1.551, data_time: 0.003, memory: 16628, top1_acc: 0.6482, top5_acc: 0.8388, loss_cls: 1.4946, loss: 1.4946, grad_norm: 5.4028 2021-01-28 23:54:17,910 - mmaction - INFO - Epoch [233][80/2147] lr: 4.306e-03, eta: 1 day, 0:05:29, time: 1.586, data_time: 0.012, memory: 16628, top1_acc: 0.6482, top5_acc: 0.8438, loss_cls: 1.4732, loss: 1.4732, grad_norm: 5.3190 2021-01-28 23:54:56,778 - mmaction - INFO - Epoch [233][100/2147] lr: 4.306e-03, eta: 1 day, 0:04:56, time: 1.941, data_time: 0.021, memory: 16628, top1_acc: 0.6420, top5_acc: 0.8308, loss_cls: 1.4827, loss: 1.4827, grad_norm: 5.4905 2021-01-28 23:55:30,402 - mmaction - INFO - Epoch [233][120/2147] lr: 4.306e-03, eta: 1 day, 0:04:22, time: 1.685, data_time: 0.007, memory: 16628, top1_acc: 0.6384, top5_acc: 0.8281, loss_cls: 1.5070, loss: 1.5070, grad_norm: 5.3318 2021-01-28 23:56:01,991 - mmaction - INFO - Epoch [233][140/2147] lr: 4.306e-03, eta: 1 day, 0:03:49, time: 1.579, data_time: 0.039, memory: 16628, top1_acc: 0.6321, top5_acc: 0.8371, loss_cls: 1.4926, loss: 1.4926, grad_norm: 5.4664 2021-01-28 23:56:38,618 - mmaction - INFO - Epoch [233][160/2147] lr: 4.306e-03, eta: 1 day, 0:03:15, time: 1.825, data_time: 0.003, memory: 16628, top1_acc: 0.6411, top5_acc: 0.8379, loss_cls: 1.5247, loss: 1.5247, grad_norm: 5.6211 2021-01-28 23:57:19,388 - mmaction - INFO - Epoch [233][180/2147] lr: 4.306e-03, eta: 1 day, 0:02:42, time: 2.039, data_time: 0.009, memory: 16628, top1_acc: 0.6518, top5_acc: 0.8366, loss_cls: 1.4624, loss: 1.4624, grad_norm: 5.4613 2021-01-28 23:57:49,048 - mmaction - INFO - Epoch [233][200/2147] lr: 4.306e-03, eta: 1 day, 0:02:08, time: 1.487, data_time: 0.011, memory: 16628, top1_acc: 0.6504, top5_acc: 0.8330, loss_cls: 1.4946, loss: 1.4946, grad_norm: 5.5888 2021-01-28 23:58:24,253 - mmaction - INFO - Epoch [233][220/2147] lr: 4.306e-03, eta: 1 day, 0:01:34, time: 1.742, data_time: 0.009, memory: 16628, top1_acc: 0.6379, top5_acc: 0.8250, loss_cls: 1.5416, loss: 1.5416, grad_norm: 5.5035 2021-01-28 23:58:53,931 - mmaction - INFO - Epoch [233][240/2147] lr: 4.306e-03, eta: 1 day, 0:01:00, time: 1.499, data_time: 0.029, memory: 16628, top1_acc: 0.6406, top5_acc: 0.8290, loss_cls: 1.5161, loss: 1.5161, grad_norm: 5.5131 2021-01-28 23:59:25,202 - mmaction - INFO - Epoch [233][260/2147] lr: 4.306e-03, eta: 1 day, 0:00:26, time: 1.563, data_time: 0.008, memory: 16628, top1_acc: 0.6415, top5_acc: 0.8362, loss_cls: 1.4942, loss: 1.4942, grad_norm: 5.5278 2021-01-28 23:59:56,597 - mmaction - INFO - Epoch [233][280/2147] lr: 4.306e-03, eta: 23:59:52, time: 1.575, data_time: 0.010, memory: 16628, top1_acc: 0.6509, top5_acc: 0.8496, loss_cls: 1.4585, loss: 1.4585, grad_norm: 5.5932 2021-01-29 00:00:41,259 - mmaction - INFO - Epoch [233][300/2147] lr: 4.306e-03, eta: 23:59:20, time: 2.231, data_time: 0.010, memory: 16628, top1_acc: 0.6335, top5_acc: 0.8371, loss_cls: 1.4894, loss: 1.4894, grad_norm: 5.5559 2021-01-29 00:01:11,829 - mmaction - INFO - Epoch [233][320/2147] lr: 4.306e-03, eta: 23:58:46, time: 1.525, data_time: 0.014, memory: 16628, top1_acc: 0.6500, top5_acc: 0.8460, loss_cls: 1.4521, loss: 1.4521, grad_norm: 5.4602 2021-01-29 00:01:55,872 - mmaction - INFO - Epoch [233][340/2147] lr: 4.306e-03, eta: 23:58:13, time: 2.201, data_time: 0.028, memory: 16628, top1_acc: 0.6429, top5_acc: 0.8348, loss_cls: 1.4956, loss: 1.4956, grad_norm: 5.4546 2021-01-29 00:02:26,575 - mmaction - INFO - Epoch [233][360/2147] lr: 4.306e-03, eta: 23:57:39, time: 1.533, data_time: 0.021, memory: 16628, top1_acc: 0.6348, top5_acc: 0.8272, loss_cls: 1.5638, loss: 1.5638, grad_norm: 5.5229 2021-01-29 00:02:59,545 - mmaction - INFO - Epoch [233][380/2147] lr: 4.306e-03, eta: 23:57:05, time: 1.657, data_time: 0.017, memory: 16628, top1_acc: 0.6371, top5_acc: 0.8326, loss_cls: 1.5031, loss: 1.5031, grad_norm: 5.5292 2021-01-29 00:03:30,559 - mmaction - INFO - Epoch [233][400/2147] lr: 4.306e-03, eta: 23:56:31, time: 1.548, data_time: 0.004, memory: 16628, top1_acc: 0.6254, top5_acc: 0.8313, loss_cls: 1.5262, loss: 1.5262, grad_norm: 5.5315 2021-01-29 00:04:01,641 - mmaction - INFO - Epoch [233][420/2147] lr: 4.306e-03, eta: 23:55:57, time: 1.557, data_time: 0.008, memory: 16628, top1_acc: 0.6348, top5_acc: 0.8344, loss_cls: 1.4942, loss: 1.4942, grad_norm: 5.4618 2021-01-29 00:04:33,882 - mmaction - INFO - Epoch [233][440/2147] lr: 4.306e-03, eta: 23:55:23, time: 1.611, data_time: 0.007, memory: 16628, top1_acc: 0.6388, top5_acc: 0.8259, loss_cls: 1.5611, loss: 1.5611, grad_norm: 5.5385 2021-01-29 00:05:06,207 - mmaction - INFO - Epoch [233][460/2147] lr: 4.306e-03, eta: 23:54:50, time: 1.615, data_time: 0.012, memory: 16628, top1_acc: 0.6545, top5_acc: 0.8393, loss_cls: 1.4450, loss: 1.4450, grad_norm: 5.4372 2021-01-29 00:05:44,415 - mmaction - INFO - Epoch [233][480/2147] lr: 4.306e-03, eta: 23:54:16, time: 1.915, data_time: 0.019, memory: 16628, top1_acc: 0.6487, top5_acc: 0.8326, loss_cls: 1.5247, loss: 1.5247, grad_norm: 5.5832 2021-01-29 00:06:16,970 - mmaction - INFO - Epoch [233][500/2147] lr: 4.306e-03, eta: 23:53:42, time: 1.588, data_time: 0.001, memory: 16628, top1_acc: 0.6545, top5_acc: 0.8344, loss_cls: 1.5019, loss: 1.5019, grad_norm: 5.5827 2021-01-29 00:06:50,028 - mmaction - INFO - Epoch [233][520/2147] lr: 4.306e-03, eta: 23:53:09, time: 1.670, data_time: 0.042, memory: 16628, top1_acc: 0.6420, top5_acc: 0.8259, loss_cls: 1.5593, loss: 1.5593, grad_norm: 5.7563 2021-01-29 00:07:26,038 - mmaction - INFO - Epoch [233][540/2147] lr: 4.306e-03, eta: 23:52:35, time: 1.822, data_time: 0.028, memory: 16628, top1_acc: 0.6299, top5_acc: 0.8263, loss_cls: 1.5643, loss: 1.5643, grad_norm: 5.6649 2021-01-29 00:08:08,627 - mmaction - INFO - Epoch [233][560/2147] lr: 4.306e-03, eta: 23:52:02, time: 2.124, data_time: 0.010, memory: 16628, top1_acc: 0.6420, top5_acc: 0.8388, loss_cls: 1.5263, loss: 1.5263, grad_norm: 5.6275 2021-01-29 00:08:44,152 - mmaction - INFO - Epoch [233][580/2147] lr: 4.306e-03, eta: 23:51:29, time: 1.769, data_time: 0.018, memory: 16628, top1_acc: 0.6299, top5_acc: 0.8362, loss_cls: 1.5358, loss: 1.5358, grad_norm: 5.5903 2021-01-29 00:09:15,809 - mmaction - INFO - Epoch [233][600/2147] lr: 4.306e-03, eta: 23:50:55, time: 1.595, data_time: 0.016, memory: 16628, top1_acc: 0.6442, top5_acc: 0.8402, loss_cls: 1.5041, loss: 1.5041, grad_norm: 5.4606 2021-01-29 00:09:48,956 - mmaction - INFO - Epoch [233][620/2147] lr: 4.306e-03, eta: 23:50:21, time: 1.659, data_time: 0.004, memory: 16628, top1_acc: 0.6460, top5_acc: 0.8281, loss_cls: 1.5027, loss: 1.5027, grad_norm: 5.4123 2021-01-29 00:10:23,739 - mmaction - INFO - Epoch [233][640/2147] lr: 4.306e-03, eta: 23:49:48, time: 1.736, data_time: 0.007, memory: 16628, top1_acc: 0.6205, top5_acc: 0.8241, loss_cls: 1.5718, loss: 1.5718, grad_norm: 5.5737 2021-01-29 00:10:53,413 - mmaction - INFO - Epoch [233][660/2147] lr: 4.306e-03, eta: 23:49:13, time: 1.487, data_time: 0.012, memory: 16628, top1_acc: 0.6522, top5_acc: 0.8473, loss_cls: 1.4448, loss: 1.4448, grad_norm: 5.4003 2021-01-29 00:11:22,296 - mmaction - INFO - Epoch [233][680/2147] lr: 4.306e-03, eta: 23:48:39, time: 1.443, data_time: 0.006, memory: 16628, top1_acc: 0.6415, top5_acc: 0.8223, loss_cls: 1.5666, loss: 1.5666, grad_norm: 5.5398 2021-01-29 00:12:11,349 - mmaction - INFO - Epoch [233][700/2147] lr: 4.306e-03, eta: 23:48:07, time: 2.440, data_time: 0.253, memory: 16628, top1_acc: 0.6326, top5_acc: 0.8254, loss_cls: 1.5747, loss: 1.5747, grad_norm: 5.6381 2021-01-29 00:12:49,875 - mmaction - INFO - Epoch [233][720/2147] lr: 4.306e-03, eta: 23:47:34, time: 1.939, data_time: 0.020, memory: 16628, top1_acc: 0.6339, top5_acc: 0.8375, loss_cls: 1.5037, loss: 1.5037, grad_norm: 5.6017 2021-01-29 00:13:22,204 - mmaction - INFO - Epoch [233][740/2147] lr: 4.306e-03, eta: 23:47:00, time: 1.614, data_time: 0.005, memory: 16628, top1_acc: 0.6411, top5_acc: 0.8290, loss_cls: 1.5070, loss: 1.5070, grad_norm: 5.5386 2021-01-29 00:13:54,589 - mmaction - INFO - Epoch [233][760/2147] lr: 4.306e-03, eta: 23:46:26, time: 1.612, data_time: 0.026, memory: 16628, top1_acc: 0.6254, top5_acc: 0.8313, loss_cls: 1.5079, loss: 1.5079, grad_norm: 5.4806 2021-01-29 00:14:28,086 - mmaction - INFO - Epoch [233][780/2147] lr: 4.306e-03, eta: 23:45:52, time: 1.679, data_time: 0.020, memory: 16628, top1_acc: 0.6571, top5_acc: 0.8397, loss_cls: 1.4689, loss: 1.4689, grad_norm: 5.5875 2021-01-29 00:15:09,327 - mmaction - INFO - Epoch [233][800/2147] lr: 4.306e-03, eta: 23:45:19, time: 2.060, data_time: 0.011, memory: 16628, top1_acc: 0.6192, top5_acc: 0.8085, loss_cls: 1.6139, loss: 1.6139, grad_norm: 5.6143 2021-01-29 00:15:38,074 - mmaction - INFO - Epoch [233][820/2147] lr: 4.306e-03, eta: 23:44:45, time: 1.447, data_time: 0.015, memory: 16628, top1_acc: 0.6429, top5_acc: 0.8348, loss_cls: 1.5031, loss: 1.5031, grad_norm: 5.4410 2021-01-29 00:16:12,281 - mmaction - INFO - Epoch [233][840/2147] lr: 4.306e-03, eta: 23:44:12, time: 1.708, data_time: 0.001, memory: 16628, top1_acc: 0.6406, top5_acc: 0.8353, loss_cls: 1.4902, loss: 1.4902, grad_norm: 5.3990 2021-01-29 00:16:56,166 - mmaction - INFO - Epoch [233][860/2147] lr: 4.306e-03, eta: 23:43:39, time: 2.193, data_time: 0.009, memory: 16628, top1_acc: 0.6286, top5_acc: 0.8313, loss_cls: 1.5349, loss: 1.5349, grad_norm: 5.5097 2021-01-29 00:17:31,366 - mmaction - INFO - Epoch [233][880/2147] lr: 4.306e-03, eta: 23:43:05, time: 1.757, data_time: 0.005, memory: 16628, top1_acc: 0.6326, top5_acc: 0.8277, loss_cls: 1.5436, loss: 1.5436, grad_norm: 5.5692 2021-01-29 00:18:03,550 - mmaction - INFO - Epoch [233][900/2147] lr: 4.306e-03, eta: 23:42:31, time: 1.608, data_time: 0.007, memory: 16628, top1_acc: 0.6527, top5_acc: 0.8339, loss_cls: 1.4642, loss: 1.4642, grad_norm: 5.3479 2021-01-29 00:18:35,918 - mmaction - INFO - Epoch [233][920/2147] lr: 4.306e-03, eta: 23:41:58, time: 1.615, data_time: 0.015, memory: 16628, top1_acc: 0.6496, top5_acc: 0.8420, loss_cls: 1.4508, loss: 1.4508, grad_norm: 5.4209 2021-01-29 00:19:04,832 - mmaction - INFO - Epoch [233][940/2147] lr: 4.306e-03, eta: 23:41:23, time: 1.455, data_time: 0.013, memory: 16628, top1_acc: 0.6571, top5_acc: 0.8366, loss_cls: 1.4803, loss: 1.4803, grad_norm: 5.5094 2021-01-29 00:19:34,569 - mmaction - INFO - Epoch [233][960/2147] lr: 4.306e-03, eta: 23:40:49, time: 1.486, data_time: 0.007, memory: 16628, top1_acc: 0.6317, top5_acc: 0.8290, loss_cls: 1.5352, loss: 1.5352, grad_norm: 5.6280 2021-01-29 00:20:16,218 - mmaction - INFO - Epoch [233][980/2147] lr: 4.306e-03, eta: 23:40:16, time: 2.076, data_time: 0.005, memory: 16628, top1_acc: 0.6397, top5_acc: 0.8388, loss_cls: 1.4802, loss: 1.4802, grad_norm: 5.5538 2021-01-29 00:20:50,743 - mmaction - INFO - Epoch [233][1000/2147] lr: 4.306e-03, eta: 23:39:43, time: 1.726, data_time: 0.010, memory: 16628, top1_acc: 0.6513, top5_acc: 0.8384, loss_cls: 1.4779, loss: 1.4779, grad_norm: 5.4348 2021-01-29 00:21:19,633 - mmaction - INFO - Epoch [233][1020/2147] lr: 4.306e-03, eta: 23:39:09, time: 1.447, data_time: 0.013, memory: 16628, top1_acc: 0.6304, top5_acc: 0.8286, loss_cls: 1.5560, loss: 1.5560, grad_norm: 5.5941 2021-01-29 00:21:49,874 - mmaction - INFO - Epoch [233][1040/2147] lr: 4.306e-03, eta: 23:38:34, time: 1.515, data_time: 0.011, memory: 16628, top1_acc: 0.6308, top5_acc: 0.8250, loss_cls: 1.5536, loss: 1.5536, grad_norm: 5.6229 2021-01-29 00:22:21,957 - mmaction - INFO - Epoch [233][1060/2147] lr: 4.306e-03, eta: 23:38:01, time: 1.583, data_time: 0.010, memory: 16628, top1_acc: 0.6312, top5_acc: 0.8263, loss_cls: 1.5513, loss: 1.5513, grad_norm: 5.4865 2021-01-29 00:22:51,918 - mmaction - INFO - Epoch [233][1080/2147] lr: 4.306e-03, eta: 23:37:26, time: 1.516, data_time: 0.033, memory: 16628, top1_acc: 0.6420, top5_acc: 0.8335, loss_cls: 1.5332, loss: 1.5332, grad_norm: 5.5396 2021-01-29 00:23:24,734 - mmaction - INFO - Epoch [233][1100/2147] lr: 4.306e-03, eta: 23:36:53, time: 1.646, data_time: 0.012, memory: 16628, top1_acc: 0.6518, top5_acc: 0.8375, loss_cls: 1.4761, loss: 1.4761, grad_norm: 5.4074 2021-01-29 00:23:56,340 - mmaction - INFO - Epoch [233][1120/2147] lr: 4.306e-03, eta: 23:36:19, time: 1.568, data_time: 0.007, memory: 16628, top1_acc: 0.6330, top5_acc: 0.8348, loss_cls: 1.5213, loss: 1.5213, grad_norm: 5.5444 2021-01-29 00:24:33,892 - mmaction - INFO - Epoch [233][1140/2147] lr: 4.306e-03, eta: 23:35:45, time: 1.870, data_time: 0.017, memory: 16628, top1_acc: 0.6509, top5_acc: 0.8415, loss_cls: 1.4858, loss: 1.4858, grad_norm: 5.5524 2021-01-29 00:25:08,352 - mmaction - INFO - Epoch [233][1160/2147] lr: 4.306e-03, eta: 23:35:12, time: 1.728, data_time: 0.028, memory: 16628, top1_acc: 0.6420, top5_acc: 0.8429, loss_cls: 1.4858, loss: 1.4858, grad_norm: 5.5106 2021-01-29 00:25:41,057 - mmaction - INFO - Epoch [233][1180/2147] lr: 4.306e-03, eta: 23:34:38, time: 1.642, data_time: 0.021, memory: 16628, top1_acc: 0.6277, top5_acc: 0.8192, loss_cls: 1.5912, loss: 1.5912, grad_norm: 5.5833 2021-01-29 00:26:11,317 - mmaction - INFO - Epoch [233][1200/2147] lr: 4.306e-03, eta: 23:34:04, time: 1.520, data_time: 0.025, memory: 16628, top1_acc: 0.6420, top5_acc: 0.8420, loss_cls: 1.5035, loss: 1.5035, grad_norm: 5.4500 2021-01-29 00:26:49,607 - mmaction - INFO - Epoch [233][1220/2147] lr: 4.306e-03, eta: 23:33:31, time: 1.910, data_time: 0.008, memory: 16628, top1_acc: 0.6424, top5_acc: 0.8313, loss_cls: 1.5231, loss: 1.5231, grad_norm: 5.6327 2021-01-29 00:27:25,146 - mmaction - INFO - Epoch [233][1240/2147] lr: 4.306e-03, eta: 23:32:57, time: 1.781, data_time: 0.013, memory: 16628, top1_acc: 0.6312, top5_acc: 0.8335, loss_cls: 1.5134, loss: 1.5134, grad_norm: 5.4768 2021-01-29 00:27:55,551 - mmaction - INFO - Epoch [233][1260/2147] lr: 4.306e-03, eta: 23:32:23, time: 1.514, data_time: 0.011, memory: 16628, top1_acc: 0.6433, top5_acc: 0.8366, loss_cls: 1.4973, loss: 1.4973, grad_norm: 5.5796 2021-01-29 00:28:25,709 - mmaction - INFO - Epoch [233][1280/2147] lr: 4.306e-03, eta: 23:31:49, time: 1.514, data_time: 0.023, memory: 16628, top1_acc: 0.6420, top5_acc: 0.8308, loss_cls: 1.5144, loss: 1.5144, grad_norm: 5.5384 2021-01-29 00:28:59,466 - mmaction - INFO - Epoch [233][1300/2147] lr: 4.306e-03, eta: 23:31:15, time: 1.686, data_time: 0.005, memory: 16628, top1_acc: 0.6299, top5_acc: 0.8281, loss_cls: 1.5728, loss: 1.5728, grad_norm: 5.5663 2021-01-29 00:29:35,158 - mmaction - INFO - Epoch [233][1320/2147] lr: 4.306e-03, eta: 23:30:42, time: 1.784, data_time: 0.004, memory: 16628, top1_acc: 0.6491, top5_acc: 0.8339, loss_cls: 1.4813, loss: 1.4813, grad_norm: 5.4286 2021-01-29 00:30:05,957 - mmaction - INFO - Epoch [233][1340/2147] lr: 4.306e-03, eta: 23:30:08, time: 1.531, data_time: 0.006, memory: 16628, top1_acc: 0.6357, top5_acc: 0.8420, loss_cls: 1.5205, loss: 1.5205, grad_norm: 5.4946 2021-01-29 00:30:39,204 - mmaction - INFO - Epoch [233][1360/2147] lr: 4.306e-03, eta: 23:29:34, time: 1.664, data_time: 0.027, memory: 16628, top1_acc: 0.6469, top5_acc: 0.8411, loss_cls: 1.4655, loss: 1.4655, grad_norm: 5.4362 2021-01-29 00:31:08,790 - mmaction - INFO - Epoch [233][1380/2147] lr: 4.306e-03, eta: 23:29:00, time: 1.488, data_time: 0.023, memory: 16628, top1_acc: 0.6393, top5_acc: 0.8321, loss_cls: 1.4920, loss: 1.4920, grad_norm: 5.5159 2021-01-29 00:31:42,789 - mmaction - INFO - Epoch [233][1400/2147] lr: 4.306e-03, eta: 23:28:26, time: 1.694, data_time: 0.017, memory: 16628, top1_acc: 0.6719, top5_acc: 0.8638, loss_cls: 1.3792, loss: 1.3792, grad_norm: 5.3920 2021-01-29 00:32:11,494 - mmaction - INFO - Epoch [233][1420/2147] lr: 4.306e-03, eta: 23:27:52, time: 1.441, data_time: 0.011, memory: 16628, top1_acc: 0.6491, top5_acc: 0.8415, loss_cls: 1.4721, loss: 1.4721, grad_norm: 5.4247 2021-01-29 00:32:44,359 - mmaction - INFO - Epoch [233][1440/2147] lr: 4.306e-03, eta: 23:27:18, time: 1.645, data_time: 0.007, memory: 16628, top1_acc: 0.6549, top5_acc: 0.8549, loss_cls: 1.4264, loss: 1.4264, grad_norm: 5.4892 2021-01-29 00:33:15,376 - mmaction - INFO - Epoch [233][1460/2147] lr: 4.306e-03, eta: 23:26:44, time: 1.546, data_time: 0.004, memory: 16628, top1_acc: 0.6308, top5_acc: 0.8455, loss_cls: 1.5277, loss: 1.5277, grad_norm: 5.7343 2021-01-29 00:33:45,758 - mmaction - INFO - Epoch [233][1480/2147] lr: 4.306e-03, eta: 23:26:10, time: 1.523, data_time: 0.008, memory: 16628, top1_acc: 0.6357, top5_acc: 0.8299, loss_cls: 1.5108, loss: 1.5108, grad_norm: 5.5733 2021-01-29 00:34:15,057 - mmaction - INFO - Epoch [233][1500/2147] lr: 4.306e-03, eta: 23:25:36, time: 1.466, data_time: 0.004, memory: 16628, top1_acc: 0.6406, top5_acc: 0.8357, loss_cls: 1.5207, loss: 1.5207, grad_norm: 5.5780 2021-01-29 00:34:45,386 - mmaction - INFO - Epoch [233][1520/2147] lr: 4.306e-03, eta: 23:25:02, time: 1.516, data_time: 0.005, memory: 16628, top1_acc: 0.6531, top5_acc: 0.8420, loss_cls: 1.4487, loss: 1.4487, grad_norm: 5.3420 2021-01-29 00:35:18,467 - mmaction - INFO - Epoch [233][1540/2147] lr: 4.306e-03, eta: 23:24:28, time: 1.651, data_time: 0.006, memory: 16628, top1_acc: 0.6438, top5_acc: 0.8312, loss_cls: 1.4945, loss: 1.4945, grad_norm: 5.5236 2021-01-29 00:35:47,040 - mmaction - INFO - Epoch [233][1560/2147] lr: 4.306e-03, eta: 23:23:54, time: 1.433, data_time: 0.012, memory: 16628, top1_acc: 0.6170, top5_acc: 0.8210, loss_cls: 1.6226, loss: 1.6226, grad_norm: 5.7718 2021-01-29 00:36:19,581 - mmaction - INFO - Epoch [233][1580/2147] lr: 4.306e-03, eta: 23:23:20, time: 1.582, data_time: 0.002, memory: 16628, top1_acc: 0.6415, top5_acc: 0.8518, loss_cls: 1.4751, loss: 1.4751, grad_norm: 5.6467 2021-01-29 00:37:04,671 - mmaction - INFO - Epoch [233][1600/2147] lr: 4.306e-03, eta: 23:22:47, time: 2.288, data_time: 0.050, memory: 16628, top1_acc: 0.6312, top5_acc: 0.8286, loss_cls: 1.5530, loss: 1.5530, grad_norm: 5.5973 2021-01-29 00:37:33,927 - mmaction - INFO - Epoch [233][1620/2147] lr: 4.306e-03, eta: 23:22:13, time: 1.471, data_time: 0.034, memory: 16628, top1_acc: 0.6375, top5_acc: 0.8362, loss_cls: 1.4923, loss: 1.4923, grad_norm: 5.4990 2021-01-29 00:38:11,839 - mmaction - INFO - Epoch [233][1640/2147] lr: 4.306e-03, eta: 23:21:40, time: 1.885, data_time: 0.005, memory: 16628, top1_acc: 0.6308, top5_acc: 0.8308, loss_cls: 1.5905, loss: 1.5905, grad_norm: 5.6176 2021-01-29 00:38:42,186 - mmaction - INFO - Epoch [233][1660/2147] lr: 4.306e-03, eta: 23:21:06, time: 1.527, data_time: 0.017, memory: 16628, top1_acc: 0.6330, top5_acc: 0.8232, loss_cls: 1.5714, loss: 1.5714, grad_norm: 5.5955 2021-01-29 00:39:13,306 - mmaction - INFO - Epoch [233][1680/2147] lr: 4.306e-03, eta: 23:20:32, time: 1.551, data_time: 0.011, memory: 16628, top1_acc: 0.6420, top5_acc: 0.8357, loss_cls: 1.5179, loss: 1.5179, grad_norm: 5.4610 2021-01-29 00:39:48,892 - mmaction - INFO - Epoch [233][1700/2147] lr: 4.306e-03, eta: 23:19:58, time: 1.789, data_time: 0.015, memory: 16628, top1_acc: 0.6281, top5_acc: 0.8259, loss_cls: 1.5466, loss: 1.5466, grad_norm: 5.5062 2021-01-29 00:40:24,036 - mmaction - INFO - Epoch [233][1720/2147] lr: 4.306e-03, eta: 23:19:25, time: 1.751, data_time: 0.003, memory: 16628, top1_acc: 0.6402, top5_acc: 0.8357, loss_cls: 1.5118, loss: 1.5118, grad_norm: 5.6330 2021-01-29 00:40:59,289 - mmaction - INFO - Epoch [233][1740/2147] lr: 4.306e-03, eta: 23:18:51, time: 1.766, data_time: 0.010, memory: 16628, top1_acc: 0.6366, top5_acc: 0.8348, loss_cls: 1.4967, loss: 1.4967, grad_norm: 5.5640 2021-01-29 00:41:27,772 - mmaction - INFO - Epoch [233][1760/2147] lr: 4.306e-03, eta: 23:18:17, time: 1.424, data_time: 0.010, memory: 16628, top1_acc: 0.6312, top5_acc: 0.8290, loss_cls: 1.5427, loss: 1.5427, grad_norm: 5.5273 2021-01-29 00:42:11,239 - mmaction - INFO - Epoch [233][1780/2147] lr: 4.306e-03, eta: 23:17:44, time: 2.171, data_time: 0.017, memory: 16628, top1_acc: 0.6522, top5_acc: 0.8415, loss_cls: 1.4418, loss: 1.4418, grad_norm: 5.3932 2021-01-29 00:42:40,316 - mmaction - INFO - Epoch [233][1800/2147] lr: 4.306e-03, eta: 23:17:10, time: 1.453, data_time: 0.008, memory: 16628, top1_acc: 0.6357, top5_acc: 0.8415, loss_cls: 1.4980, loss: 1.4980, grad_norm: 5.4061 2021-01-29 00:43:23,973 - mmaction - INFO - Epoch [233][1820/2147] lr: 4.306e-03, eta: 23:16:37, time: 2.185, data_time: 0.009, memory: 16628, top1_acc: 0.6344, top5_acc: 0.8281, loss_cls: 1.4954, loss: 1.4954, grad_norm: 5.4536 2021-01-29 00:43:52,722 - mmaction - INFO - Epoch [233][1840/2147] lr: 4.306e-03, eta: 23:16:03, time: 1.441, data_time: 0.010, memory: 16628, top1_acc: 0.6344, top5_acc: 0.8304, loss_cls: 1.5417, loss: 1.5417, grad_norm: 5.7517 2021-01-29 00:44:20,903 - mmaction - INFO - Epoch [233][1860/2147] lr: 4.306e-03, eta: 23:15:29, time: 1.410, data_time: 0.002, memory: 16628, top1_acc: 0.6429, top5_acc: 0.8321, loss_cls: 1.5243, loss: 1.5243, grad_norm: 5.6489 2021-01-29 00:44:54,753 - mmaction - INFO - Epoch [233][1880/2147] lr: 4.306e-03, eta: 23:14:55, time: 1.687, data_time: 0.003, memory: 16628, top1_acc: 0.6375, top5_acc: 0.8335, loss_cls: 1.5295, loss: 1.5295, grad_norm: 5.6230 2021-01-29 00:45:27,601 - mmaction - INFO - Epoch [233][1900/2147] lr: 4.306e-03, eta: 23:14:21, time: 1.642, data_time: 0.006, memory: 16628, top1_acc: 0.6406, top5_acc: 0.8232, loss_cls: 1.5366, loss: 1.5366, grad_norm: 5.6011 2021-01-29 00:45:56,565 - mmaction - INFO - Epoch [233][1920/2147] lr: 4.306e-03, eta: 23:13:47, time: 1.449, data_time: 0.009, memory: 16628, top1_acc: 0.6107, top5_acc: 0.8179, loss_cls: 1.5951, loss: 1.5951, grad_norm: 5.9562 2021-01-29 00:46:37,456 - mmaction - INFO - Epoch [233][1940/2147] lr: 4.306e-03, eta: 23:13:14, time: 2.047, data_time: 0.007, memory: 16628, top1_acc: 0.6388, top5_acc: 0.8402, loss_cls: 1.5020, loss: 1.5020, grad_norm: 5.6312 2021-01-29 00:47:08,921 - mmaction - INFO - Epoch [233][1960/2147] lr: 4.306e-03, eta: 23:12:40, time: 1.574, data_time: 0.004, memory: 16628, top1_acc: 0.6469, top5_acc: 0.8268, loss_cls: 1.5168, loss: 1.5168, grad_norm: 5.5358 2021-01-29 00:47:38,812 - mmaction - INFO - Epoch [233][1980/2147] lr: 4.306e-03, eta: 23:12:06, time: 1.478, data_time: 0.004, memory: 16628, top1_acc: 0.6424, top5_acc: 0.8478, loss_cls: 1.4875, loss: 1.4875, grad_norm: 5.6317 2021-01-29 00:48:15,294 - mmaction - INFO - Epoch [233][2000/2147] lr: 4.306e-03, eta: 23:11:33, time: 1.835, data_time: 0.028, memory: 16628, top1_acc: 0.6362, top5_acc: 0.8339, loss_cls: 1.5049, loss: 1.5049, grad_norm: 5.6639 2021-01-29 00:48:44,479 - mmaction - INFO - Epoch [233][2020/2147] lr: 4.306e-03, eta: 23:10:59, time: 1.457, data_time: 0.013, memory: 16628, top1_acc: 0.6237, top5_acc: 0.8362, loss_cls: 1.5063, loss: 1.5063, grad_norm: 5.6091 2021-01-29 00:49:15,241 - mmaction - INFO - Epoch [233][2040/2147] lr: 4.306e-03, eta: 23:10:25, time: 1.542, data_time: 0.016, memory: 16628, top1_acc: 0.6286, top5_acc: 0.8250, loss_cls: 1.5893, loss: 1.5893, grad_norm: 5.6517 2021-01-29 00:49:51,055 - mmaction - INFO - Epoch [233][2060/2147] lr: 4.306e-03, eta: 23:09:51, time: 1.787, data_time: 0.011, memory: 16628, top1_acc: 0.6388, top5_acc: 0.8313, loss_cls: 1.5421, loss: 1.5421, grad_norm: 5.6179 2021-01-29 00:50:22,379 - mmaction - INFO - Epoch [233][2080/2147] lr: 4.306e-03, eta: 23:09:17, time: 1.570, data_time: 0.015, memory: 16628, top1_acc: 0.6263, top5_acc: 0.8228, loss_cls: 1.5817, loss: 1.5817, grad_norm: 5.5411 2021-01-29 00:51:02,533 - mmaction - INFO - Epoch [233][2100/2147] lr: 4.306e-03, eta: 23:08:44, time: 2.004, data_time: 0.009, memory: 16628, top1_acc: 0.6500, top5_acc: 0.8446, loss_cls: 1.4796, loss: 1.4796, grad_norm: 5.5201 2021-01-29 00:51:35,269 - mmaction - INFO - Epoch [233][2120/2147] lr: 4.306e-03, eta: 23:08:10, time: 1.640, data_time: 0.019, memory: 16628, top1_acc: 0.6487, top5_acc: 0.8473, loss_cls: 1.4795, loss: 1.4795, grad_norm: 5.5539 2021-01-29 00:52:17,527 - mmaction - INFO - Epoch [233][2140/2147] lr: 4.306e-03, eta: 23:07:37, time: 2.112, data_time: 0.069, memory: 16628, top1_acc: 0.6357, top5_acc: 0.8313, loss_cls: 1.5007, loss: 1.5007, grad_norm: 5.5620 2021-01-29 01:00:12,741 - mmaction - INFO - Epoch [234][20/2147] lr: 3.957e-03, eta: 23:07:31, time: 22.035, data_time: 20.191, memory: 16628, top1_acc: 0.6277, top5_acc: 0.8272, loss_cls: 1.5544, loss: 1.5544, grad_norm: 5.6345 2021-01-29 01:00:41,224 - mmaction - INFO - Epoch [234][40/2147] lr: 3.957e-03, eta: 23:06:57, time: 1.427, data_time: 0.014, memory: 16628, top1_acc: 0.6509, top5_acc: 0.8366, loss_cls: 1.4689, loss: 1.4689, grad_norm: 5.5233 2021-01-29 01:01:13,892 - mmaction - INFO - Epoch [234][60/2147] lr: 3.957e-03, eta: 23:06:23, time: 1.637, data_time: 0.013, memory: 16628, top1_acc: 0.6562, top5_acc: 0.8344, loss_cls: 1.4536, loss: 1.4536, grad_norm: 5.4758 2021-01-29 01:01:55,893 - mmaction - INFO - Epoch [234][80/2147] lr: 3.957e-03, eta: 23:05:50, time: 2.099, data_time: 0.008, memory: 16628, top1_acc: 0.6460, top5_acc: 0.8330, loss_cls: 1.5022, loss: 1.5022, grad_norm: 5.5450 2021-01-29 01:02:27,883 - mmaction - INFO - Epoch [234][100/2147] lr: 3.957e-03, eta: 23:05:16, time: 1.592, data_time: 0.005, memory: 16628, top1_acc: 0.6286, top5_acc: 0.8232, loss_cls: 1.5485, loss: 1.5485, grad_norm: 5.8124 2021-01-29 01:03:00,289 - mmaction - INFO - Epoch [234][120/2147] lr: 3.957e-03, eta: 23:04:42, time: 1.625, data_time: 0.013, memory: 16628, top1_acc: 0.6598, top5_acc: 0.8308, loss_cls: 1.4546, loss: 1.4546, grad_norm: 5.3596 2021-01-29 01:03:28,994 - mmaction - INFO - Epoch [234][140/2147] lr: 3.957e-03, eta: 23:04:08, time: 1.439, data_time: 0.009, memory: 16628, top1_acc: 0.6500, top5_acc: 0.8384, loss_cls: 1.4729, loss: 1.4729, grad_norm: 5.6162 2021-01-29 01:04:06,776 - mmaction - INFO - Epoch [234][160/2147] lr: 3.957e-03, eta: 23:03:35, time: 1.879, data_time: 0.006, memory: 16628, top1_acc: 0.6491, top5_acc: 0.8335, loss_cls: 1.4582, loss: 1.4582, grad_norm: 5.4119 2021-01-29 01:04:38,589 - mmaction - INFO - Epoch [234][180/2147] lr: 3.957e-03, eta: 23:03:01, time: 1.597, data_time: 0.019, memory: 16628, top1_acc: 0.6268, top5_acc: 0.8402, loss_cls: 1.5242, loss: 1.5242, grad_norm: 5.6549 2021-01-29 01:05:10,158 - mmaction - INFO - Epoch [234][200/2147] lr: 3.957e-03, eta: 23:02:27, time: 1.582, data_time: 0.026, memory: 16628, top1_acc: 0.6344, top5_acc: 0.8277, loss_cls: 1.5353, loss: 1.5353, grad_norm: 5.7001 2021-01-29 01:05:39,440 - mmaction - INFO - Epoch [234][220/2147] lr: 3.957e-03, eta: 23:01:52, time: 1.463, data_time: 0.004, memory: 16628, top1_acc: 0.6321, top5_acc: 0.8433, loss_cls: 1.5325, loss: 1.5325, grad_norm: 5.7228 2021-01-29 01:06:20,788 - mmaction - INFO - Epoch [234][240/2147] lr: 3.957e-03, eta: 23:01:19, time: 2.055, data_time: 0.014, memory: 16628, top1_acc: 0.6522, top5_acc: 0.8429, loss_cls: 1.4401, loss: 1.4401, grad_norm: 5.4359 2021-01-29 01:07:01,183 - mmaction - INFO - Epoch [234][260/2147] lr: 3.957e-03, eta: 23:00:46, time: 1.992, data_time: 0.018, memory: 16628, top1_acc: 0.6379, top5_acc: 0.8317, loss_cls: 1.4911, loss: 1.4911, grad_norm: 5.4632 2021-01-29 01:07:29,838 - mmaction - INFO - Epoch [234][280/2147] lr: 3.957e-03, eta: 23:00:12, time: 1.473, data_time: 0.053, memory: 16628, top1_acc: 0.6411, top5_acc: 0.8330, loss_cls: 1.5146, loss: 1.5146, grad_norm: 5.6232 2021-01-29 01:08:02,234 - mmaction - INFO - Epoch [234][300/2147] lr: 3.957e-03, eta: 22:59:38, time: 1.620, data_time: 0.003, memory: 16628, top1_acc: 0.6469, top5_acc: 0.8464, loss_cls: 1.4658, loss: 1.4658, grad_norm: 5.5420 2021-01-29 01:08:31,561 - mmaction - INFO - Epoch [234][320/2147] lr: 3.957e-03, eta: 22:59:04, time: 1.464, data_time: 0.007, memory: 16628, top1_acc: 0.6286, top5_acc: 0.8317, loss_cls: 1.5489, loss: 1.5489, grad_norm: 5.4915 2021-01-29 01:09:03,895 - mmaction - INFO - Epoch [234][340/2147] lr: 3.957e-03, eta: 22:58:30, time: 1.620, data_time: 0.007, memory: 16628, top1_acc: 0.6295, top5_acc: 0.8339, loss_cls: 1.5403, loss: 1.5403, grad_norm: 5.6504 2021-01-29 01:09:36,322 - mmaction - INFO - Epoch [234][360/2147] lr: 3.957e-03, eta: 22:57:56, time: 1.554, data_time: 0.003, memory: 16628, top1_acc: 0.6420, top5_acc: 0.8313, loss_cls: 1.5087, loss: 1.5087, grad_norm: 5.6538 2021-01-29 01:10:20,912 - mmaction - INFO - Epoch [234][380/2147] lr: 3.957e-03, eta: 22:57:24, time: 2.285, data_time: 0.079, memory: 16628, top1_acc: 0.6504, top5_acc: 0.8272, loss_cls: 1.4618, loss: 1.4618, grad_norm: 5.4543 2021-01-29 01:10:53,862 - mmaction - INFO - Epoch [234][400/2147] lr: 3.957e-03, eta: 22:56:50, time: 1.644, data_time: 0.017, memory: 16628, top1_acc: 0.6330, top5_acc: 0.8272, loss_cls: 1.5373, loss: 1.5373, grad_norm: 5.6148 2021-01-29 01:11:25,081 - mmaction - INFO - Epoch [234][420/2147] lr: 3.957e-03, eta: 22:56:16, time: 1.575, data_time: 0.026, memory: 16628, top1_acc: 0.6491, top5_acc: 0.8339, loss_cls: 1.4840, loss: 1.4840, grad_norm: 5.6084 2021-01-29 01:12:11,972 - mmaction - INFO - Epoch [234][440/2147] lr: 3.957e-03, eta: 22:55:44, time: 2.325, data_time: 0.019, memory: 16628, top1_acc: 0.6536, top5_acc: 0.8429, loss_cls: 1.4483, loss: 1.4483, grad_norm: 5.5473 2021-01-29 01:12:53,019 - mmaction - INFO - Epoch [234][460/2147] lr: 3.957e-03, eta: 22:55:11, time: 2.074, data_time: 0.034, memory: 16628, top1_acc: 0.6558, top5_acc: 0.8402, loss_cls: 1.4705, loss: 1.4705, grad_norm: 5.6059 2021-01-29 01:13:24,431 - mmaction - INFO - Epoch [234][480/2147] lr: 3.957e-03, eta: 22:54:37, time: 1.565, data_time: 0.059, memory: 16628, top1_acc: 0.6362, top5_acc: 0.8415, loss_cls: 1.4882, loss: 1.4882, grad_norm: 5.6200 2021-01-29 01:14:02,686 - mmaction - INFO - Epoch [234][500/2147] lr: 3.957e-03, eta: 22:54:03, time: 1.919, data_time: 0.012, memory: 16628, top1_acc: 0.6491, top5_acc: 0.8277, loss_cls: 1.5203, loss: 1.5203, grad_norm: 5.5796 2021-01-29 01:14:34,792 - mmaction - INFO - Epoch [234][520/2147] lr: 3.957e-03, eta: 22:53:29, time: 1.601, data_time: 0.001, memory: 16628, top1_acc: 0.6379, top5_acc: 0.8375, loss_cls: 1.4801, loss: 1.4801, grad_norm: 5.6220 2021-01-29 01:15:06,446 - mmaction - INFO - Epoch [234][540/2147] lr: 3.957e-03, eta: 22:52:55, time: 1.577, data_time: 0.006, memory: 16628, top1_acc: 0.6598, top5_acc: 0.8308, loss_cls: 1.4456, loss: 1.4456, grad_norm: 5.4212 2021-01-29 01:15:35,373 - mmaction - INFO - Epoch [234][560/2147] lr: 3.957e-03, eta: 22:52:21, time: 1.454, data_time: 0.012, memory: 16628, top1_acc: 0.6379, top5_acc: 0.8254, loss_cls: 1.5399, loss: 1.5399, grad_norm: 5.7448 2021-01-29 01:16:09,158 - mmaction - INFO - Epoch [234][580/2147] lr: 3.957e-03, eta: 22:51:48, time: 1.688, data_time: 0.007, memory: 16628, top1_acc: 0.6344, top5_acc: 0.8210, loss_cls: 1.5813, loss: 1.5813, grad_norm: 5.8121 2021-01-29 01:16:50,814 - mmaction - INFO - Epoch [234][600/2147] lr: 3.957e-03, eta: 22:51:15, time: 2.085, data_time: 0.006, memory: 16628, top1_acc: 0.6397, top5_acc: 0.8491, loss_cls: 1.4476, loss: 1.4476, grad_norm: 5.6741 2021-01-29 01:17:20,224 - mmaction - INFO - Epoch [234][620/2147] lr: 3.957e-03, eta: 22:50:40, time: 1.472, data_time: 0.003, memory: 16628, top1_acc: 0.6438, top5_acc: 0.8478, loss_cls: 1.4722, loss: 1.4722, grad_norm: 5.5198 2021-01-29 01:17:52,197 - mmaction - INFO - Epoch [234][640/2147] lr: 3.957e-03, eta: 22:50:07, time: 1.599, data_time: 0.001, memory: 16628, top1_acc: 0.6522, top5_acc: 0.8411, loss_cls: 1.4812, loss: 1.4812, grad_norm: 5.5524 2021-01-29 01:18:26,553 - mmaction - INFO - Epoch [234][660/2147] lr: 3.957e-03, eta: 22:49:33, time: 1.709, data_time: 0.004, memory: 16628, top1_acc: 0.6598, top5_acc: 0.8339, loss_cls: 1.4409, loss: 1.4409, grad_norm: 5.4590 2021-01-29 01:19:00,998 - mmaction - INFO - Epoch [234][680/2147] lr: 3.957e-03, eta: 22:48:59, time: 1.731, data_time: 0.011, memory: 16628, top1_acc: 0.6388, top5_acc: 0.8335, loss_cls: 1.4832, loss: 1.4832, grad_norm: 5.6508 2021-01-29 01:19:41,304 - mmaction - INFO - Epoch [234][700/2147] lr: 3.957e-03, eta: 22:48:26, time: 2.011, data_time: 0.002, memory: 16628, top1_acc: 0.6513, top5_acc: 0.8433, loss_cls: 1.4431, loss: 1.4431, grad_norm: 5.4628 2021-01-29 01:20:14,655 - mmaction - INFO - Epoch [234][720/2147] lr: 3.957e-03, eta: 22:47:52, time: 1.657, data_time: 0.009, memory: 16628, top1_acc: 0.6460, top5_acc: 0.8522, loss_cls: 1.4335, loss: 1.4335, grad_norm: 5.5544 2021-01-29 01:20:46,414 - mmaction - INFO - Epoch [234][740/2147] lr: 3.957e-03, eta: 22:47:18, time: 1.599, data_time: 0.022, memory: 16628, top1_acc: 0.6460, top5_acc: 0.8326, loss_cls: 1.4937, loss: 1.4937, grad_norm: 5.5911 2021-01-29 01:21:17,808 - mmaction - INFO - Epoch [234][760/2147] lr: 3.957e-03, eta: 22:46:44, time: 1.574, data_time: 0.005, memory: 16628, top1_acc: 0.6388, top5_acc: 0.8339, loss_cls: 1.4934, loss: 1.4934, grad_norm: 5.4783 2021-01-29 01:21:51,162 - mmaction - INFO - Epoch [234][780/2147] lr: 3.957e-03, eta: 22:46:11, time: 1.664, data_time: 0.010, memory: 16628, top1_acc: 0.6571, top5_acc: 0.8433, loss_cls: 1.4471, loss: 1.4471, grad_norm: 5.5442 2021-01-29 01:22:25,185 - mmaction - INFO - Epoch [234][800/2147] lr: 3.957e-03, eta: 22:45:37, time: 1.698, data_time: 0.011, memory: 16628, top1_acc: 0.6379, top5_acc: 0.8268, loss_cls: 1.5485, loss: 1.5485, grad_norm: 5.6127 2021-01-29 01:23:09,735 - mmaction - INFO - Epoch [234][820/2147] lr: 3.957e-03, eta: 22:45:04, time: 2.229, data_time: 0.011, memory: 16628, top1_acc: 0.6339, top5_acc: 0.8281, loss_cls: 1.5385, loss: 1.5385, grad_norm: 5.6682 2021-01-29 01:23:43,010 - mmaction - INFO - Epoch [234][840/2147] lr: 3.957e-03, eta: 22:44:31, time: 1.669, data_time: 0.011, memory: 16628, top1_acc: 0.6357, top5_acc: 0.8366, loss_cls: 1.5103, loss: 1.5103, grad_norm: 5.4775 2021-01-29 01:24:14,269 - mmaction - INFO - Epoch [234][860/2147] lr: 3.957e-03, eta: 22:43:57, time: 1.563, data_time: 0.008, memory: 16628, top1_acc: 0.6478, top5_acc: 0.8420, loss_cls: 1.4631, loss: 1.4631, grad_norm: 5.5744 2021-01-29 01:24:42,992 - mmaction - INFO - Epoch [234][880/2147] lr: 3.957e-03, eta: 22:43:22, time: 1.437, data_time: 0.009, memory: 16628, top1_acc: 0.6397, top5_acc: 0.8339, loss_cls: 1.5057, loss: 1.5057, grad_norm: 5.7709 2021-01-29 01:25:17,432 - mmaction - INFO - Epoch [234][900/2147] lr: 3.957e-03, eta: 22:42:49, time: 1.720, data_time: 0.009, memory: 16628, top1_acc: 0.6397, top5_acc: 0.8263, loss_cls: 1.5332, loss: 1.5332, grad_norm: 5.5717 2021-01-29 01:25:47,231 - mmaction - INFO - Epoch [234][920/2147] lr: 3.957e-03, eta: 22:42:15, time: 1.492, data_time: 0.004, memory: 16628, top1_acc: 0.6621, top5_acc: 0.8455, loss_cls: 1.4176, loss: 1.4176, grad_norm: 5.4358 2021-01-29 01:26:19,242 - mmaction - INFO - Epoch [234][940/2147] lr: 3.957e-03, eta: 22:41:41, time: 1.594, data_time: 0.002, memory: 16628, top1_acc: 0.6321, top5_acc: 0.8424, loss_cls: 1.4867, loss: 1.4867, grad_norm: 5.5949 2021-01-29 01:27:10,801 - mmaction - INFO - Epoch [234][960/2147] lr: 3.957e-03, eta: 22:41:09, time: 2.574, data_time: 0.021, memory: 16628, top1_acc: 0.6415, top5_acc: 0.8357, loss_cls: 1.5091, loss: 1.5091, grad_norm: 5.6368 2021-01-29 01:27:41,596 - mmaction - INFO - Epoch [234][980/2147] lr: 3.957e-03, eta: 22:40:35, time: 1.549, data_time: 0.018, memory: 16628, top1_acc: 0.6504, top5_acc: 0.8464, loss_cls: 1.4312, loss: 1.4312, grad_norm: 5.4338 2021-01-29 01:28:16,187 - mmaction - INFO - Epoch [234][1000/2147] lr: 3.957e-03, eta: 22:40:01, time: 1.726, data_time: 0.003, memory: 16628, top1_acc: 0.6513, top5_acc: 0.8433, loss_cls: 1.4654, loss: 1.4654, grad_norm: 5.6051 2021-01-29 01:28:55,374 - mmaction - INFO - Epoch [234][1020/2147] lr: 3.957e-03, eta: 22:39:28, time: 1.952, data_time: 0.010, memory: 16628, top1_acc: 0.6487, top5_acc: 0.8344, loss_cls: 1.4596, loss: 1.4596, grad_norm: 5.5372 2021-01-29 01:29:28,525 - mmaction - INFO - Epoch [234][1040/2147] lr: 3.957e-03, eta: 22:38:54, time: 1.665, data_time: 0.014, memory: 16628, top1_acc: 0.6522, top5_acc: 0.8388, loss_cls: 1.4521, loss: 1.4521, grad_norm: 5.5471 2021-01-29 01:30:04,934 - mmaction - INFO - Epoch [234][1060/2147] lr: 3.957e-03, eta: 22:38:20, time: 1.813, data_time: 0.019, memory: 16628, top1_acc: 0.6509, top5_acc: 0.8357, loss_cls: 1.4459, loss: 1.4459, grad_norm: 5.6222 2021-01-29 01:30:37,388 - mmaction - INFO - Epoch [234][1080/2147] lr: 3.957e-03, eta: 22:37:47, time: 1.630, data_time: 0.018, memory: 16628, top1_acc: 0.6384, top5_acc: 0.8308, loss_cls: 1.5377, loss: 1.5377, grad_norm: 5.5995 2021-01-29 01:31:09,387 - mmaction - INFO - Epoch [234][1100/2147] lr: 3.957e-03, eta: 22:37:13, time: 1.603, data_time: 0.006, memory: 16628, top1_acc: 0.6429, top5_acc: 0.8268, loss_cls: 1.4972, loss: 1.4972, grad_norm: 5.6596 2021-01-29 01:31:37,845 - mmaction - INFO - Epoch [234][1120/2147] lr: 3.957e-03, eta: 22:36:38, time: 1.424, data_time: 0.007, memory: 16628, top1_acc: 0.6263, top5_acc: 0.8254, loss_cls: 1.5397, loss: 1.5397, grad_norm: 5.6923 2021-01-29 01:32:15,159 - mmaction - INFO - Epoch [234][1140/2147] lr: 3.957e-03, eta: 22:36:05, time: 1.867, data_time: 0.005, memory: 16628, top1_acc: 0.6348, top5_acc: 0.8321, loss_cls: 1.5209, loss: 1.5209, grad_norm: 5.5553 2021-01-29 01:32:47,580 - mmaction - INFO - Epoch [234][1160/2147] lr: 3.957e-03, eta: 22:35:31, time: 1.616, data_time: 0.003, memory: 16628, top1_acc: 0.6487, top5_acc: 0.8429, loss_cls: 1.4313, loss: 1.4313, grad_norm: 5.4695 2021-01-29 01:33:20,576 - mmaction - INFO - Epoch [234][1180/2147] lr: 3.957e-03, eta: 22:34:57, time: 1.653, data_time: 0.014, memory: 16628, top1_acc: 0.6576, top5_acc: 0.8406, loss_cls: 1.4440, loss: 1.4440, grad_norm: 5.5092 2021-01-29 01:33:52,356 - mmaction - INFO - Epoch [234][1200/2147] lr: 3.957e-03, eta: 22:34:24, time: 1.588, data_time: 0.010, memory: 16628, top1_acc: 0.6518, top5_acc: 0.8464, loss_cls: 1.4525, loss: 1.4525, grad_norm: 5.5883 2021-01-29 01:34:26,883 - mmaction - INFO - Epoch [234][1220/2147] lr: 3.957e-03, eta: 22:33:50, time: 1.727, data_time: 0.006, memory: 16628, top1_acc: 0.6397, top5_acc: 0.8366, loss_cls: 1.4892, loss: 1.4892, grad_norm: 5.7129 2021-01-29 01:34:57,782 - mmaction - INFO - Epoch [234][1240/2147] lr: 3.957e-03, eta: 22:33:16, time: 1.542, data_time: 0.007, memory: 16628, top1_acc: 0.6344, top5_acc: 0.8371, loss_cls: 1.4999, loss: 1.4999, grad_norm: 5.5946 2021-01-29 01:35:33,875 - mmaction - INFO - Epoch [234][1260/2147] lr: 3.957e-03, eta: 22:32:42, time: 1.807, data_time: 0.006, memory: 16628, top1_acc: 0.6335, top5_acc: 0.8286, loss_cls: 1.5212, loss: 1.5212, grad_norm: 5.5175 2021-01-29 01:36:02,341 - mmaction - INFO - Epoch [234][1280/2147] lr: 3.957e-03, eta: 22:32:08, time: 1.424, data_time: 0.006, memory: 16628, top1_acc: 0.6571, top5_acc: 0.8580, loss_cls: 1.3936, loss: 1.3936, grad_norm: 5.5125 2021-01-29 01:36:59,272 - mmaction - INFO - Epoch [234][1300/2147] lr: 3.957e-03, eta: 22:31:37, time: 2.834, data_time: 0.013, memory: 16628, top1_acc: 0.6317, top5_acc: 0.8228, loss_cls: 1.5534, loss: 1.5534, grad_norm: 5.7831 2021-01-29 01:37:28,330 - mmaction - INFO - Epoch [234][1320/2147] lr: 3.957e-03, eta: 22:31:02, time: 1.464, data_time: 0.017, memory: 16628, top1_acc: 0.6223, top5_acc: 0.8210, loss_cls: 1.5643, loss: 1.5643, grad_norm: 5.7592 2021-01-29 01:38:14,893 - mmaction - INFO - Epoch [234][1340/2147] lr: 3.957e-03, eta: 22:30:30, time: 2.321, data_time: 0.005, memory: 16628, top1_acc: 0.6433, top5_acc: 0.8330, loss_cls: 1.4896, loss: 1.4896, grad_norm: 5.5560 2021-01-29 01:38:47,428 - mmaction - INFO - Epoch [234][1360/2147] lr: 3.957e-03, eta: 22:29:56, time: 1.637, data_time: 0.018, memory: 16628, top1_acc: 0.6500, top5_acc: 0.8357, loss_cls: 1.4760, loss: 1.4760, grad_norm: 5.6962 2021-01-29 01:39:20,618 - mmaction - INFO - Epoch [234][1380/2147] lr: 3.957e-03, eta: 22:29:22, time: 1.658, data_time: 0.005, memory: 16628, top1_acc: 0.6321, top5_acc: 0.8393, loss_cls: 1.5012, loss: 1.5012, grad_norm: 5.5825 2021-01-29 01:39:49,271 - mmaction - INFO - Epoch [234][1400/2147] lr: 3.957e-03, eta: 22:28:48, time: 1.435, data_time: 0.006, memory: 16628, top1_acc: 0.6482, top5_acc: 0.8429, loss_cls: 1.4774, loss: 1.4774, grad_norm: 5.5682 2021-01-29 01:40:25,133 - mmaction - INFO - Epoch [234][1420/2147] lr: 3.957e-03, eta: 22:28:15, time: 1.791, data_time: 0.011, memory: 16628, top1_acc: 0.6379, top5_acc: 0.8277, loss_cls: 1.5390, loss: 1.5390, grad_norm: 5.6938 2021-01-29 01:40:54,678 - mmaction - INFO - Epoch [234][1440/2147] lr: 3.957e-03, eta: 22:27:40, time: 1.476, data_time: 0.022, memory: 16628, top1_acc: 0.6518, top5_acc: 0.8388, loss_cls: 1.4581, loss: 1.4581, grad_norm: 5.5543 2021-01-29 01:41:23,843 - mmaction - INFO - Epoch [234][1460/2147] lr: 3.957e-03, eta: 22:27:06, time: 1.461, data_time: 0.006, memory: 16628, top1_acc: 0.6473, top5_acc: 0.8263, loss_cls: 1.4947, loss: 1.4947, grad_norm: 5.5280 2021-01-29 01:42:11,216 - mmaction - INFO - Epoch [234][1480/2147] lr: 3.957e-03, eta: 22:26:34, time: 2.361, data_time: 0.042, memory: 16628, top1_acc: 0.6259, top5_acc: 0.8317, loss_cls: 1.5307, loss: 1.5307, grad_norm: 5.6034 2021-01-29 01:42:42,954 - mmaction - INFO - Epoch [234][1500/2147] lr: 3.957e-03, eta: 22:26:00, time: 1.595, data_time: 0.013, memory: 16628, top1_acc: 0.6388, top5_acc: 0.8344, loss_cls: 1.5037, loss: 1.5037, grad_norm: 5.6513 2021-01-29 01:43:12,502 - mmaction - INFO - Epoch [234][1520/2147] lr: 3.957e-03, eta: 22:25:26, time: 1.476, data_time: 0.006, memory: 16628, top1_acc: 0.6446, top5_acc: 0.8335, loss_cls: 1.4623, loss: 1.4623, grad_norm: 5.6384 2021-01-29 01:43:52,548 - mmaction - INFO - Epoch [234][1540/2147] lr: 3.957e-03, eta: 22:24:53, time: 1.986, data_time: 0.004, memory: 16628, top1_acc: 0.6312, top5_acc: 0.8272, loss_cls: 1.5497, loss: 1.5497, grad_norm: 5.6845 2021-01-29 01:44:25,808 - mmaction - INFO - Epoch [234][1560/2147] lr: 3.957e-03, eta: 22:24:19, time: 1.679, data_time: 0.023, memory: 16628, top1_acc: 0.6366, top5_acc: 0.8290, loss_cls: 1.5178, loss: 1.5178, grad_norm: 5.5974 2021-01-29 01:44:56,103 - mmaction - INFO - Epoch [234][1580/2147] lr: 3.957e-03, eta: 22:23:45, time: 1.510, data_time: 0.003, memory: 16628, top1_acc: 0.6371, top5_acc: 0.8237, loss_cls: 1.5258, loss: 1.5258, grad_norm: 5.5849 2021-01-29 01:45:24,951 - mmaction - INFO - Epoch [234][1600/2147] lr: 3.957e-03, eta: 22:23:11, time: 1.448, data_time: 0.009, memory: 16628, top1_acc: 0.6576, top5_acc: 0.8330, loss_cls: 1.4802, loss: 1.4802, grad_norm: 5.5377 2021-01-29 01:46:03,726 - mmaction - INFO - Epoch [234][1620/2147] lr: 3.957e-03, eta: 22:22:37, time: 1.937, data_time: 0.004, memory: 16628, top1_acc: 0.6482, top5_acc: 0.8299, loss_cls: 1.5169, loss: 1.5169, grad_norm: 5.6148 2021-01-29 01:46:51,870 - mmaction - INFO - Epoch [234][1640/2147] lr: 3.957e-03, eta: 22:22:05, time: 2.400, data_time: 0.008, memory: 16628, top1_acc: 0.6326, top5_acc: 0.8371, loss_cls: 1.5017, loss: 1.5017, grad_norm: 5.6251 2021-01-29 01:47:23,967 - mmaction - INFO - Epoch [234][1660/2147] lr: 3.957e-03, eta: 22:21:31, time: 1.610, data_time: 0.015, memory: 16628, top1_acc: 0.6424, top5_acc: 0.8388, loss_cls: 1.4822, loss: 1.4822, grad_norm: 5.6842 2021-01-29 01:47:56,661 - mmaction - INFO - Epoch [234][1680/2147] lr: 3.957e-03, eta: 22:20:57, time: 1.636, data_time: 0.009, memory: 16628, top1_acc: 0.6509, top5_acc: 0.8263, loss_cls: 1.5109, loss: 1.5109, grad_norm: 5.6463 2021-01-29 01:48:35,723 - mmaction - INFO - Epoch [234][1700/2147] lr: 3.957e-03, eta: 22:20:24, time: 1.954, data_time: 0.009, memory: 16628, top1_acc: 0.6344, top5_acc: 0.8330, loss_cls: 1.4994, loss: 1.4994, grad_norm: 5.7481 2021-01-29 01:49:08,055 - mmaction - INFO - Epoch [234][1720/2147] lr: 3.957e-03, eta: 22:19:50, time: 1.616, data_time: 0.004, memory: 16628, top1_acc: 0.6214, top5_acc: 0.8228, loss_cls: 1.5596, loss: 1.5596, grad_norm: 5.7754 2021-01-29 01:49:52,055 - mmaction - INFO - Epoch [234][1740/2147] lr: 3.957e-03, eta: 22:19:17, time: 2.194, data_time: 0.005, memory: 16628, top1_acc: 0.6308, top5_acc: 0.8223, loss_cls: 1.5418, loss: 1.5418, grad_norm: 5.7387 2021-01-29 01:50:21,944 - mmaction - INFO - Epoch [234][1760/2147] lr: 3.957e-03, eta: 22:18:43, time: 1.501, data_time: 0.018, memory: 16628, top1_acc: 0.6589, top5_acc: 0.8308, loss_cls: 1.4558, loss: 1.4558, grad_norm: 5.5318 2021-01-29 01:50:56,757 - mmaction - INFO - Epoch [234][1780/2147] lr: 3.957e-03, eta: 22:18:10, time: 1.740, data_time: 0.009, memory: 16628, top1_acc: 0.6415, top5_acc: 0.8375, loss_cls: 1.5398, loss: 1.5398, grad_norm: 5.7411 2021-01-29 01:51:30,028 - mmaction - INFO - Epoch [234][1800/2147] lr: 3.957e-03, eta: 22:17:36, time: 1.645, data_time: 0.013, memory: 16628, top1_acc: 0.6545, top5_acc: 0.8384, loss_cls: 1.4624, loss: 1.4624, grad_norm: 5.7047 2021-01-29 01:52:12,813 - mmaction - INFO - Epoch [234][1820/2147] lr: 3.957e-03, eta: 22:17:03, time: 2.158, data_time: 0.027, memory: 16628, top1_acc: 0.6254, top5_acc: 0.8295, loss_cls: 1.5430, loss: 1.5430, grad_norm: 5.7124 2021-01-29 01:52:43,674 - mmaction - INFO - Epoch [234][1840/2147] lr: 3.957e-03, eta: 22:16:29, time: 1.544, data_time: 0.008, memory: 16628, top1_acc: 0.6335, top5_acc: 0.8366, loss_cls: 1.5056, loss: 1.5056, grad_norm: 5.7320 2021-01-29 01:53:17,710 - mmaction - INFO - Epoch [234][1860/2147] lr: 3.957e-03, eta: 22:15:55, time: 1.694, data_time: 0.005, memory: 16628, top1_acc: 0.6223, top5_acc: 0.8125, loss_cls: 1.6424, loss: 1.6424, grad_norm: 5.8080 2021-01-29 01:53:50,723 - mmaction - INFO - Epoch [234][1880/2147] lr: 3.957e-03, eta: 22:15:21, time: 1.639, data_time: 0.015, memory: 16628, top1_acc: 0.6496, top5_acc: 0.8357, loss_cls: 1.5054, loss: 1.5054, grad_norm: 5.5441 2021-01-29 01:54:20,451 - mmaction - INFO - Epoch [234][1900/2147] lr: 3.957e-03, eta: 22:14:47, time: 1.498, data_time: 0.028, memory: 16628, top1_acc: 0.6540, top5_acc: 0.8357, loss_cls: 1.4700, loss: 1.4700, grad_norm: 5.4201 2021-01-29 01:55:03,246 - mmaction - INFO - Epoch [234][1920/2147] lr: 3.957e-03, eta: 22:14:14, time: 2.131, data_time: 0.014, memory: 16628, top1_acc: 0.6424, top5_acc: 0.8263, loss_cls: 1.5218, loss: 1.5218, grad_norm: 5.7196 2021-01-29 01:55:32,362 - mmaction - INFO - Epoch [234][1940/2147] lr: 3.957e-03, eta: 22:13:40, time: 1.472, data_time: 0.020, memory: 16628, top1_acc: 0.6384, top5_acc: 0.8317, loss_cls: 1.5214, loss: 1.5214, grad_norm: 5.7391 2021-01-29 01:56:03,053 - mmaction - INFO - Epoch [234][1960/2147] lr: 3.957e-03, eta: 22:13:06, time: 1.534, data_time: 0.004, memory: 16628, top1_acc: 0.6509, top5_acc: 0.8335, loss_cls: 1.4802, loss: 1.4802, grad_norm: 5.5775 2021-01-29 01:56:46,296 - mmaction - INFO - Epoch [234][1980/2147] lr: 3.957e-03, eta: 22:12:33, time: 2.073, data_time: 0.004, memory: 16628, top1_acc: 0.6375, top5_acc: 0.8415, loss_cls: 1.4749, loss: 1.4749, grad_norm: 5.4639 2021-01-29 01:57:19,587 - mmaction - INFO - Epoch [234][2000/2147] lr: 3.957e-03, eta: 22:12:00, time: 1.744, data_time: 0.104, memory: 16628, top1_acc: 0.6317, top5_acc: 0.8353, loss_cls: 1.5173, loss: 1.5173, grad_norm: 5.7860 2021-01-29 01:58:02,068 - mmaction - INFO - Epoch [234][2020/2147] lr: 3.957e-03, eta: 22:11:27, time: 2.113, data_time: 0.017, memory: 16628, top1_acc: 0.6446, top5_acc: 0.8420, loss_cls: 1.4556, loss: 1.4556, grad_norm: 5.6876 2021-01-29 01:58:39,262 - mmaction - INFO - Epoch [234][2040/2147] lr: 3.957e-03, eta: 22:10:53, time: 1.879, data_time: 0.029, memory: 16628, top1_acc: 0.6446, top5_acc: 0.8406, loss_cls: 1.4844, loss: 1.4844, grad_norm: 5.6428 2021-01-29 01:59:12,772 - mmaction - INFO - Epoch [234][2060/2147] lr: 3.957e-03, eta: 22:10:20, time: 1.671, data_time: 0.006, memory: 16628, top1_acc: 0.6415, top5_acc: 0.8277, loss_cls: 1.5270, loss: 1.5270, grad_norm: 5.6443 2021-01-29 01:59:48,942 - mmaction - INFO - Epoch [234][2080/2147] lr: 3.957e-03, eta: 22:09:46, time: 1.814, data_time: 0.021, memory: 16628, top1_acc: 0.6295, top5_acc: 0.8201, loss_cls: 1.5553, loss: 1.5553, grad_norm: 5.6267 2021-01-29 02:00:20,837 - mmaction - INFO - Epoch [234][2100/2147] lr: 3.957e-03, eta: 22:09:12, time: 1.580, data_time: 0.004, memory: 16628, top1_acc: 0.6201, top5_acc: 0.8205, loss_cls: 1.5883, loss: 1.5883, grad_norm: 5.6974 2021-01-29 02:00:49,523 - mmaction - INFO - Epoch [234][2120/2147] lr: 3.957e-03, eta: 22:08:38, time: 1.445, data_time: 0.017, memory: 16628, top1_acc: 0.6237, top5_acc: 0.8366, loss_cls: 1.5103, loss: 1.5103, grad_norm: 5.5766 2021-01-29 02:01:18,635 - mmaction - INFO - Epoch [234][2140/2147] lr: 3.957e-03, eta: 22:08:04, time: 1.458, data_time: 0.008, memory: 16628, top1_acc: 0.6446, top5_acc: 0.8397, loss_cls: 1.5015, loss: 1.5015, grad_norm: 5.5697 2021-01-29 02:09:08,777 - mmaction - INFO - Epoch [235][20/2147] lr: 3.622e-03, eta: 22:07:55, time: 21.892, data_time: 20.086, memory: 16628, top1_acc: 0.6433, top5_acc: 0.8496, loss_cls: 1.4579, loss: 1.4579, grad_norm: 5.6015 2021-01-29 02:09:42,184 - mmaction - INFO - Epoch [235][40/2147] lr: 3.622e-03, eta: 22:07:21, time: 1.682, data_time: 0.027, memory: 16628, top1_acc: 0.6411, top5_acc: 0.8429, loss_cls: 1.4474, loss: 1.4474, grad_norm: 5.6237 2021-01-29 02:10:17,226 - mmaction - INFO - Epoch [235][60/2147] lr: 3.622e-03, eta: 22:06:48, time: 1.754, data_time: 0.007, memory: 16628, top1_acc: 0.6482, top5_acc: 0.8442, loss_cls: 1.4707, loss: 1.4707, grad_norm: 5.5968 2021-01-29 02:10:50,622 - mmaction - INFO - Epoch [235][80/2147] lr: 3.622e-03, eta: 22:06:14, time: 1.661, data_time: 0.008, memory: 16628, top1_acc: 0.6375, top5_acc: 0.8272, loss_cls: 1.4854, loss: 1.4854, grad_norm: 5.5239 2021-01-29 02:11:23,281 - mmaction - INFO - Epoch [235][100/2147] lr: 3.622e-03, eta: 22:05:40, time: 1.643, data_time: 0.013, memory: 16628, top1_acc: 0.6567, top5_acc: 0.8312, loss_cls: 1.4785, loss: 1.4785, grad_norm: 5.6200 2021-01-29 02:12:00,241 - mmaction - INFO - Epoch [235][120/2147] lr: 3.622e-03, eta: 22:05:07, time: 1.848, data_time: 0.003, memory: 16628, top1_acc: 0.6580, top5_acc: 0.8442, loss_cls: 1.4558, loss: 1.4558, grad_norm: 5.4908 2021-01-29 02:12:33,499 - mmaction - INFO - Epoch [235][140/2147] lr: 3.622e-03, eta: 22:04:33, time: 1.633, data_time: 0.006, memory: 16628, top1_acc: 0.6643, top5_acc: 0.8518, loss_cls: 1.4054, loss: 1.4054, grad_norm: 5.5997 2021-01-29 02:13:02,139 - mmaction - INFO - Epoch [235][160/2147] lr: 3.622e-03, eta: 22:03:59, time: 1.458, data_time: 0.032, memory: 16628, top1_acc: 0.6500, top5_acc: 0.8518, loss_cls: 1.4432, loss: 1.4432, grad_norm: 5.6544 2021-01-29 02:13:36,140 - mmaction - INFO - Epoch [235][180/2147] lr: 3.622e-03, eta: 22:03:25, time: 1.678, data_time: 0.009, memory: 16628, top1_acc: 0.6433, top5_acc: 0.8397, loss_cls: 1.4638, loss: 1.4638, grad_norm: 5.6208 2021-01-29 02:14:08,767 - mmaction - INFO - Epoch [235][200/2147] lr: 3.622e-03, eta: 22:02:51, time: 1.657, data_time: 0.035, memory: 16628, top1_acc: 0.6371, top5_acc: 0.8464, loss_cls: 1.4490, loss: 1.4490, grad_norm: 5.6274 2021-01-29 02:14:38,098 - mmaction - INFO - Epoch [235][220/2147] lr: 3.622e-03, eta: 22:02:17, time: 1.467, data_time: 0.005, memory: 16628, top1_acc: 0.6393, top5_acc: 0.8393, loss_cls: 1.4962, loss: 1.4962, grad_norm: 5.6541 2021-01-29 02:15:17,643 - mmaction - INFO - Epoch [235][240/2147] lr: 3.622e-03, eta: 22:01:44, time: 1.959, data_time: 0.011, memory: 16628, top1_acc: 0.6460, top5_acc: 0.8353, loss_cls: 1.4691, loss: 1.4691, grad_norm: 5.5522 2021-01-29 02:15:55,137 - mmaction - INFO - Epoch [235][260/2147] lr: 3.622e-03, eta: 22:01:10, time: 1.883, data_time: 0.029, memory: 16628, top1_acc: 0.6576, top5_acc: 0.8442, loss_cls: 1.4311, loss: 1.4311, grad_norm: 5.5391 2021-01-29 02:16:24,128 - mmaction - INFO - Epoch [235][280/2147] lr: 3.622e-03, eta: 22:00:36, time: 1.454, data_time: 0.016, memory: 16628, top1_acc: 0.6598, top5_acc: 0.8464, loss_cls: 1.4204, loss: 1.4204, grad_norm: 5.5349 2021-01-29 02:17:00,444 - mmaction - INFO - Epoch [235][300/2147] lr: 3.622e-03, eta: 22:00:03, time: 1.820, data_time: 0.007, memory: 16628, top1_acc: 0.6411, top5_acc: 0.8344, loss_cls: 1.5123, loss: 1.5123, grad_norm: 5.6957 2021-01-29 02:17:31,803 - mmaction - INFO - Epoch [235][320/2147] lr: 3.622e-03, eta: 21:59:29, time: 1.568, data_time: 0.005, memory: 16628, top1_acc: 0.6429, top5_acc: 0.8397, loss_cls: 1.4561, loss: 1.4561, grad_norm: 5.5734 2021-01-29 02:18:01,293 - mmaction - INFO - Epoch [235][340/2147] lr: 3.622e-03, eta: 21:58:54, time: 1.476, data_time: 0.010, memory: 16628, top1_acc: 0.6438, top5_acc: 0.8464, loss_cls: 1.4624, loss: 1.4624, grad_norm: 5.5926 2021-01-29 02:18:31,641 - mmaction - INFO - Epoch [235][360/2147] lr: 3.622e-03, eta: 21:58:20, time: 1.510, data_time: 0.006, memory: 16628, top1_acc: 0.6335, top5_acc: 0.8406, loss_cls: 1.4938, loss: 1.4938, grad_norm: 5.7347 2021-01-29 02:19:01,904 - mmaction - INFO - Epoch [235][380/2147] lr: 3.622e-03, eta: 21:57:46, time: 1.514, data_time: 0.015, memory: 16628, top1_acc: 0.6415, top5_acc: 0.8371, loss_cls: 1.4701, loss: 1.4701, grad_norm: 5.7483 2021-01-29 02:19:39,910 - mmaction - INFO - Epoch [235][400/2147] lr: 3.622e-03, eta: 21:57:13, time: 1.890, data_time: 0.011, memory: 16628, top1_acc: 0.6750, top5_acc: 0.8473, loss_cls: 1.3972, loss: 1.3972, grad_norm: 5.3527 2021-01-29 02:20:12,609 - mmaction - INFO - Epoch [235][420/2147] lr: 3.622e-03, eta: 21:56:39, time: 1.649, data_time: 0.025, memory: 16628, top1_acc: 0.6540, top5_acc: 0.8487, loss_cls: 1.4394, loss: 1.4394, grad_norm: 5.6288 2021-01-29 02:20:45,001 - mmaction - INFO - Epoch [235][440/2147] lr: 3.622e-03, eta: 21:56:05, time: 1.620, data_time: 0.006, memory: 16628, top1_acc: 0.6522, top5_acc: 0.8366, loss_cls: 1.4722, loss: 1.4722, grad_norm: 5.7542 2021-01-29 02:21:14,272 - mmaction - INFO - Epoch [235][460/2147] lr: 3.622e-03, eta: 21:55:31, time: 1.465, data_time: 0.005, memory: 16628, top1_acc: 0.6317, top5_acc: 0.8469, loss_cls: 1.4982, loss: 1.4982, grad_norm: 5.7011 2021-01-29 02:21:45,887 - mmaction - INFO - Epoch [235][480/2147] lr: 3.622e-03, eta: 21:54:57, time: 1.539, data_time: 0.013, memory: 16628, top1_acc: 0.6299, top5_acc: 0.8317, loss_cls: 1.5074, loss: 1.5074, grad_norm: 5.8425 2021-01-29 02:22:16,827 - mmaction - INFO - Epoch [235][500/2147] lr: 3.622e-03, eta: 21:54:23, time: 1.569, data_time: 0.046, memory: 16628, top1_acc: 0.6424, top5_acc: 0.8375, loss_cls: 1.4928, loss: 1.4928, grad_norm: 5.7271 2021-01-29 02:22:54,572 - mmaction - INFO - Epoch [235][520/2147] lr: 3.622e-03, eta: 21:53:50, time: 1.902, data_time: 0.026, memory: 16628, top1_acc: 0.6455, top5_acc: 0.8415, loss_cls: 1.4343, loss: 1.4343, grad_norm: 5.6672 2021-01-29 02:23:33,374 - mmaction - INFO - Epoch [235][540/2147] lr: 3.622e-03, eta: 21:53:16, time: 1.935, data_time: 0.008, memory: 16628, top1_acc: 0.6438, top5_acc: 0.8384, loss_cls: 1.4762, loss: 1.4762, grad_norm: 5.5921 2021-01-29 02:24:02,790 - mmaction - INFO - Epoch [235][560/2147] lr: 3.622e-03, eta: 21:52:42, time: 1.481, data_time: 0.031, memory: 16628, top1_acc: 0.6415, top5_acc: 0.8339, loss_cls: 1.5055, loss: 1.5055, grad_norm: 5.6836 2021-01-29 02:24:31,775 - mmaction - INFO - Epoch [235][580/2147] lr: 3.622e-03, eta: 21:52:08, time: 1.447, data_time: 0.002, memory: 16628, top1_acc: 0.6580, top5_acc: 0.8482, loss_cls: 1.4367, loss: 1.4367, grad_norm: 5.5810 2021-01-29 02:25:00,826 - mmaction - INFO - Epoch [235][600/2147] lr: 3.622e-03, eta: 21:51:34, time: 1.454, data_time: 0.008, memory: 16628, top1_acc: 0.6415, top5_acc: 0.8429, loss_cls: 1.4470, loss: 1.4470, grad_norm: 5.6200 2021-01-29 02:25:34,004 - mmaction - INFO - Epoch [235][620/2147] lr: 3.622e-03, eta: 21:51:00, time: 1.654, data_time: 0.013, memory: 16628, top1_acc: 0.6429, top5_acc: 0.8388, loss_cls: 1.4740, loss: 1.4740, grad_norm: 5.7438 2021-01-29 02:26:07,215 - mmaction - INFO - Epoch [235][640/2147] lr: 3.622e-03, eta: 21:50:26, time: 1.666, data_time: 0.012, memory: 16628, top1_acc: 0.6496, top5_acc: 0.8446, loss_cls: 1.4417, loss: 1.4417, grad_norm: 5.5705 2021-01-29 02:26:36,793 - mmaction - INFO - Epoch [235][660/2147] lr: 3.622e-03, eta: 21:49:52, time: 1.480, data_time: 0.003, memory: 16628, top1_acc: 0.6335, top5_acc: 0.8250, loss_cls: 1.5851, loss: 1.5851, grad_norm: 5.8176 2021-01-29 02:27:05,639 - mmaction - INFO - Epoch [235][680/2147] lr: 3.622e-03, eta: 21:49:18, time: 1.441, data_time: 0.027, memory: 16628, top1_acc: 0.6420, top5_acc: 0.8344, loss_cls: 1.5092, loss: 1.5092, grad_norm: 5.6532 2021-01-29 02:27:38,365 - mmaction - INFO - Epoch [235][700/2147] lr: 3.622e-03, eta: 21:48:44, time: 1.635, data_time: 0.007, memory: 16628, top1_acc: 0.6362, top5_acc: 0.8415, loss_cls: 1.4950, loss: 1.4950, grad_norm: 5.7346 2021-01-29 02:28:06,811 - mmaction - INFO - Epoch [235][720/2147] lr: 3.622e-03, eta: 21:48:10, time: 1.423, data_time: 0.005, memory: 16628, top1_acc: 0.6348, top5_acc: 0.8464, loss_cls: 1.4893, loss: 1.4893, grad_norm: 5.7051 2021-01-29 02:28:39,002 - mmaction - INFO - Epoch [235][740/2147] lr: 3.622e-03, eta: 21:47:36, time: 1.608, data_time: 0.009, memory: 16628, top1_acc: 0.6464, top5_acc: 0.8433, loss_cls: 1.4754, loss: 1.4754, grad_norm: 5.7331 2021-01-29 02:29:19,798 - mmaction - INFO - Epoch [235][760/2147] lr: 3.622e-03, eta: 21:47:03, time: 2.039, data_time: 0.007, memory: 16628, top1_acc: 0.6299, top5_acc: 0.8321, loss_cls: 1.5180, loss: 1.5180, grad_norm: 5.6158 2021-01-29 02:29:55,532 - mmaction - INFO - Epoch [235][780/2147] lr: 3.622e-03, eta: 21:46:29, time: 1.790, data_time: 0.009, memory: 16628, top1_acc: 0.6442, top5_acc: 0.8429, loss_cls: 1.4721, loss: 1.4721, grad_norm: 5.8095 2021-01-29 02:30:31,731 - mmaction - INFO - Epoch [235][800/2147] lr: 3.622e-03, eta: 21:45:56, time: 1.802, data_time: 0.005, memory: 16628, top1_acc: 0.6545, top5_acc: 0.8402, loss_cls: 1.4469, loss: 1.4469, grad_norm: 5.5911 2021-01-29 02:31:05,327 - mmaction - INFO - Epoch [235][820/2147] lr: 3.622e-03, eta: 21:45:22, time: 1.677, data_time: 0.014, memory: 16628, top1_acc: 0.6487, top5_acc: 0.8357, loss_cls: 1.4622, loss: 1.4622, grad_norm: 5.6929 2021-01-29 02:31:43,206 - mmaction - INFO - Epoch [235][840/2147] lr: 3.622e-03, eta: 21:44:48, time: 1.759, data_time: 0.021, memory: 16628, top1_acc: 0.6513, top5_acc: 0.8317, loss_cls: 1.4916, loss: 1.4916, grad_norm: 5.7188 2021-01-29 02:32:16,278 - mmaction - INFO - Epoch [235][860/2147] lr: 3.622e-03, eta: 21:44:15, time: 1.795, data_time: 0.152, memory: 16628, top1_acc: 0.6621, top5_acc: 0.8536, loss_cls: 1.4114, loss: 1.4114, grad_norm: 5.7314 2021-01-29 02:32:45,396 - mmaction - INFO - Epoch [235][880/2147] lr: 3.622e-03, eta: 21:43:41, time: 1.457, data_time: 0.008, memory: 16628, top1_acc: 0.6527, top5_acc: 0.8406, loss_cls: 1.4700, loss: 1.4700, grad_norm: 5.6093 2021-01-29 02:33:15,458 - mmaction - INFO - Epoch [235][900/2147] lr: 3.622e-03, eta: 21:43:07, time: 1.493, data_time: 0.005, memory: 16628, top1_acc: 0.6607, top5_acc: 0.8473, loss_cls: 1.4621, loss: 1.4621, grad_norm: 5.5569 2021-01-29 02:33:46,156 - mmaction - INFO - Epoch [235][920/2147] lr: 3.622e-03, eta: 21:42:33, time: 1.537, data_time: 0.018, memory: 16628, top1_acc: 0.6509, top5_acc: 0.8371, loss_cls: 1.4571, loss: 1.4571, grad_norm: 5.6485 2021-01-29 02:34:23,635 - mmaction - INFO - Epoch [235][940/2147] lr: 3.622e-03, eta: 21:41:59, time: 1.883, data_time: 0.019, memory: 16628, top1_acc: 0.6455, top5_acc: 0.8388, loss_cls: 1.4568, loss: 1.4568, grad_norm: 5.6633 2021-01-29 02:34:52,310 - mmaction - INFO - Epoch [235][960/2147] lr: 3.622e-03, eta: 21:41:25, time: 1.435, data_time: 0.005, memory: 16628, top1_acc: 0.6625, top5_acc: 0.8455, loss_cls: 1.4632, loss: 1.4632, grad_norm: 5.5857 2021-01-29 02:35:26,523 - mmaction - INFO - Epoch [235][980/2147] lr: 3.622e-03, eta: 21:40:51, time: 1.705, data_time: 0.004, memory: 16628, top1_acc: 0.6496, top5_acc: 0.8397, loss_cls: 1.4923, loss: 1.4923, grad_norm: 5.7226 2021-01-29 02:35:57,353 - mmaction - INFO - Epoch [235][1000/2147] lr: 3.622e-03, eta: 21:40:17, time: 1.549, data_time: 0.012, memory: 16628, top1_acc: 0.6496, top5_acc: 0.8420, loss_cls: 1.4482, loss: 1.4482, grad_norm: 5.5096 2021-01-29 02:36:30,243 - mmaction - INFO - Epoch [235][1020/2147] lr: 3.622e-03, eta: 21:39:43, time: 1.645, data_time: 0.004, memory: 16628, top1_acc: 0.6429, top5_acc: 0.8348, loss_cls: 1.4611, loss: 1.4611, grad_norm: 5.6217 2021-01-29 02:37:15,501 - mmaction - INFO - Epoch [235][1040/2147] lr: 3.622e-03, eta: 21:39:11, time: 2.258, data_time: 0.098, memory: 16628, top1_acc: 0.6411, top5_acc: 0.8335, loss_cls: 1.4930, loss: 1.4930, grad_norm: 5.7424 2021-01-29 02:37:48,800 - mmaction - INFO - Epoch [235][1060/2147] lr: 3.622e-03, eta: 21:38:37, time: 1.668, data_time: 0.008, memory: 16628, top1_acc: 0.6250, top5_acc: 0.8321, loss_cls: 1.5354, loss: 1.5354, grad_norm: 5.8329 2021-01-29 02:38:26,233 - mmaction - INFO - Epoch [235][1080/2147] lr: 3.622e-03, eta: 21:38:03, time: 1.857, data_time: 0.007, memory: 16628, top1_acc: 0.6500, top5_acc: 0.8388, loss_cls: 1.5008, loss: 1.5008, grad_norm: 5.6051 2021-01-29 02:38:55,614 - mmaction - INFO - Epoch [235][1100/2147] lr: 3.622e-03, eta: 21:37:29, time: 1.478, data_time: 0.021, memory: 16628, top1_acc: 0.6464, top5_acc: 0.8379, loss_cls: 1.5150, loss: 1.5150, grad_norm: 5.6899 2021-01-29 02:39:29,758 - mmaction - INFO - Epoch [235][1120/2147] lr: 3.622e-03, eta: 21:36:56, time: 1.696, data_time: 0.009, memory: 16628, top1_acc: 0.6420, top5_acc: 0.8357, loss_cls: 1.4907, loss: 1.4907, grad_norm: 5.6852 2021-01-29 02:39:58,746 - mmaction - INFO - Epoch [235][1140/2147] lr: 3.622e-03, eta: 21:36:21, time: 1.466, data_time: 0.023, memory: 16628, top1_acc: 0.6509, top5_acc: 0.8388, loss_cls: 1.4662, loss: 1.4662, grad_norm: 5.5220 2021-01-29 02:40:29,317 - mmaction - INFO - Epoch [235][1160/2147] lr: 3.622e-03, eta: 21:35:47, time: 1.523, data_time: 0.010, memory: 16628, top1_acc: 0.6263, top5_acc: 0.8219, loss_cls: 1.5702, loss: 1.5702, grad_norm: 5.7966 2021-01-29 02:41:05,833 - mmaction - INFO - Epoch [235][1180/2147] lr: 3.622e-03, eta: 21:35:14, time: 1.824, data_time: 0.014, memory: 16628, top1_acc: 0.6531, top5_acc: 0.8424, loss_cls: 1.4405, loss: 1.4405, grad_norm: 5.6098 2021-01-29 02:41:48,901 - mmaction - INFO - Epoch [235][1200/2147] lr: 3.622e-03, eta: 21:34:41, time: 2.148, data_time: 0.018, memory: 16628, top1_acc: 0.6607, top5_acc: 0.8379, loss_cls: 1.4558, loss: 1.4558, grad_norm: 5.7082 2021-01-29 02:42:24,282 - mmaction - INFO - Epoch [235][1220/2147] lr: 3.622e-03, eta: 21:34:07, time: 1.773, data_time: 0.023, memory: 16628, top1_acc: 0.6223, top5_acc: 0.8313, loss_cls: 1.5368, loss: 1.5368, grad_norm: 5.9427 2021-01-29 02:43:10,650 - mmaction - INFO - Epoch [235][1240/2147] lr: 3.622e-03, eta: 21:33:35, time: 2.323, data_time: 0.028, memory: 16628, top1_acc: 0.6540, top5_acc: 0.8469, loss_cls: 1.4222, loss: 1.4222, grad_norm: 5.6266 2021-01-29 02:43:45,017 - mmaction - INFO - Epoch [235][1260/2147] lr: 3.622e-03, eta: 21:33:01, time: 1.714, data_time: 0.012, memory: 16628, top1_acc: 0.6549, top5_acc: 0.8402, loss_cls: 1.4595, loss: 1.4595, grad_norm: 5.5890 2021-01-29 02:44:17,157 - mmaction - INFO - Epoch [235][1280/2147] lr: 3.622e-03, eta: 21:32:27, time: 1.610, data_time: 0.029, memory: 16628, top1_acc: 0.6540, top5_acc: 0.8335, loss_cls: 1.4870, loss: 1.4870, grad_norm: 5.7029 2021-01-29 02:44:47,719 - mmaction - INFO - Epoch [235][1300/2147] lr: 3.622e-03, eta: 21:31:53, time: 1.535, data_time: 0.017, memory: 16628, top1_acc: 0.6473, top5_acc: 0.8339, loss_cls: 1.4629, loss: 1.4629, grad_norm: 5.6510 2021-01-29 02:45:18,075 - mmaction - INFO - Epoch [235][1320/2147] lr: 3.622e-03, eta: 21:31:19, time: 1.513, data_time: 0.006, memory: 16628, top1_acc: 0.6549, top5_acc: 0.8375, loss_cls: 1.4632, loss: 1.4632, grad_norm: 5.6183 2021-01-29 02:45:50,522 - mmaction - INFO - Epoch [235][1340/2147] lr: 3.622e-03, eta: 21:30:45, time: 1.627, data_time: 0.010, memory: 16628, top1_acc: 0.6580, top5_acc: 0.8371, loss_cls: 1.4550, loss: 1.4550, grad_norm: 5.7226 2021-01-29 02:46:25,412 - mmaction - INFO - Epoch [235][1360/2147] lr: 3.622e-03, eta: 21:30:12, time: 1.735, data_time: 0.010, memory: 16628, top1_acc: 0.6433, top5_acc: 0.8371, loss_cls: 1.4977, loss: 1.4977, grad_norm: 5.9036 2021-01-29 02:47:18,899 - mmaction - INFO - Epoch [235][1380/2147] lr: 3.622e-03, eta: 21:29:39, time: 2.515, data_time: 0.022, memory: 16628, top1_acc: 0.6437, top5_acc: 0.8353, loss_cls: 1.4707, loss: 1.4707, grad_norm: 5.7631 2021-01-29 02:48:05,034 - mmaction - INFO - Epoch [235][1400/2147] lr: 3.622e-03, eta: 21:29:07, time: 2.465, data_time: 0.178, memory: 16628, top1_acc: 0.6545, top5_acc: 0.8487, loss_cls: 1.4228, loss: 1.4228, grad_norm: 5.6787 2021-01-29 02:48:37,801 - mmaction - INFO - Epoch [235][1420/2147] lr: 3.622e-03, eta: 21:28:33, time: 1.642, data_time: 0.015, memory: 16628, top1_acc: 0.6478, top5_acc: 0.8335, loss_cls: 1.4860, loss: 1.4860, grad_norm: 5.7773 2021-01-29 02:49:14,660 - mmaction - INFO - Epoch [235][1440/2147] lr: 3.622e-03, eta: 21:28:00, time: 1.845, data_time: 0.010, memory: 16628, top1_acc: 0.6379, top5_acc: 0.8299, loss_cls: 1.5120, loss: 1.5120, grad_norm: 5.7907 2021-01-29 02:50:00,400 - mmaction - INFO - Epoch [235][1460/2147] lr: 3.622e-03, eta: 21:27:27, time: 2.287, data_time: 0.010, memory: 16628, top1_acc: 0.6634, top5_acc: 0.8491, loss_cls: 1.3960, loss: 1.3960, grad_norm: 5.4590 2021-01-29 02:50:30,894 - mmaction - INFO - Epoch [235][1480/2147] lr: 3.622e-03, eta: 21:26:53, time: 1.526, data_time: 0.012, memory: 16628, top1_acc: 0.6558, top5_acc: 0.8415, loss_cls: 1.4720, loss: 1.4720, grad_norm: 5.5925 2021-01-29 02:51:14,851 - mmaction - INFO - Epoch [235][1500/2147] lr: 3.622e-03, eta: 21:26:20, time: 2.182, data_time: 0.013, memory: 16628, top1_acc: 0.6308, top5_acc: 0.8263, loss_cls: 1.5486, loss: 1.5486, grad_norm: 5.7337 2021-01-29 02:51:55,898 - mmaction - INFO - Epoch [235][1520/2147] lr: 3.622e-03, eta: 21:25:47, time: 2.069, data_time: 0.029, memory: 16628, top1_acc: 0.6496, top5_acc: 0.8362, loss_cls: 1.4734, loss: 1.4734, grad_norm: 5.6598 2021-01-29 02:52:28,339 - mmaction - INFO - Epoch [235][1540/2147] lr: 3.622e-03, eta: 21:25:13, time: 1.625, data_time: 0.005, memory: 16628, top1_acc: 0.6420, top5_acc: 0.8272, loss_cls: 1.5260, loss: 1.5260, grad_norm: 5.7332 2021-01-29 02:53:09,599 - mmaction - INFO - Epoch [235][1560/2147] lr: 3.622e-03, eta: 21:24:40, time: 2.060, data_time: 0.005, memory: 16628, top1_acc: 0.6487, top5_acc: 0.8397, loss_cls: 1.4735, loss: 1.4735, grad_norm: 5.5559 2021-01-29 02:53:43,306 - mmaction - INFO - Epoch [235][1580/2147] lr: 3.622e-03, eta: 21:24:06, time: 1.686, data_time: 0.010, memory: 16628, top1_acc: 0.6357, top5_acc: 0.8254, loss_cls: 1.5364, loss: 1.5364, grad_norm: 5.7099 2021-01-29 02:54:17,639 - mmaction - INFO - Epoch [235][1600/2147] lr: 3.622e-03, eta: 21:23:33, time: 1.719, data_time: 0.004, memory: 16628, top1_acc: 0.6562, top5_acc: 0.8522, loss_cls: 1.4338, loss: 1.4338, grad_norm: 5.5237 2021-01-29 02:54:47,723 - mmaction - INFO - Epoch [235][1620/2147] lr: 3.622e-03, eta: 21:22:59, time: 1.504, data_time: 0.002, memory: 16628, top1_acc: 0.6656, top5_acc: 0.8464, loss_cls: 1.3764, loss: 1.3764, grad_norm: 5.4135 2021-01-29 02:55:18,521 - mmaction - INFO - Epoch [235][1640/2147] lr: 3.622e-03, eta: 21:22:25, time: 1.540, data_time: 0.005, memory: 16628, top1_acc: 0.6424, top5_acc: 0.8353, loss_cls: 1.4989, loss: 1.4989, grad_norm: 5.7566 2021-01-29 02:55:53,330 - mmaction - INFO - Epoch [235][1660/2147] lr: 3.622e-03, eta: 21:21:51, time: 1.740, data_time: 0.003, memory: 16628, top1_acc: 0.6504, top5_acc: 0.8438, loss_cls: 1.4746, loss: 1.4746, grad_norm: 5.6146 2021-01-29 02:56:21,872 - mmaction - INFO - Epoch [235][1680/2147] lr: 3.622e-03, eta: 21:21:17, time: 1.426, data_time: 0.002, memory: 16628, top1_acc: 0.6496, top5_acc: 0.8406, loss_cls: 1.4831, loss: 1.4831, grad_norm: 5.7405 2021-01-29 02:56:59,939 - mmaction - INFO - Epoch [235][1700/2147] lr: 3.622e-03, eta: 21:20:43, time: 1.891, data_time: 0.004, memory: 16628, top1_acc: 0.6460, top5_acc: 0.8317, loss_cls: 1.5162, loss: 1.5162, grad_norm: 5.7018 2021-01-29 02:57:29,485 - mmaction - INFO - Epoch [235][1720/2147] lr: 3.622e-03, eta: 21:20:09, time: 1.486, data_time: 0.020, memory: 16628, top1_acc: 0.6536, top5_acc: 0.8295, loss_cls: 1.4953, loss: 1.4953, grad_norm: 5.6976 2021-01-29 02:58:08,883 - mmaction - INFO - Epoch [235][1740/2147] lr: 3.622e-03, eta: 21:19:36, time: 1.973, data_time: 0.013, memory: 16628, top1_acc: 0.6496, top5_acc: 0.8366, loss_cls: 1.4900, loss: 1.4900, grad_norm: 5.7331 2021-01-29 02:58:41,843 - mmaction - INFO - Epoch [235][1760/2147] lr: 3.622e-03, eta: 21:19:02, time: 1.644, data_time: 0.004, memory: 16628, top1_acc: 0.6531, top5_acc: 0.8379, loss_cls: 1.4996, loss: 1.4996, grad_norm: 5.7634 2021-01-29 02:59:17,150 - mmaction - INFO - Epoch [235][1780/2147] lr: 3.622e-03, eta: 21:18:29, time: 1.767, data_time: 0.006, memory: 16628, top1_acc: 0.6576, top5_acc: 0.8442, loss_cls: 1.4411, loss: 1.4411, grad_norm: 5.6207 2021-01-29 02:59:46,067 - mmaction - INFO - Epoch [235][1800/2147] lr: 3.622e-03, eta: 21:17:54, time: 1.450, data_time: 0.006, memory: 16628, top1_acc: 0.6406, top5_acc: 0.8330, loss_cls: 1.5300, loss: 1.5300, grad_norm: 5.8222 2021-01-29 03:00:17,967 - mmaction - INFO - Epoch [235][1820/2147] lr: 3.622e-03, eta: 21:17:20, time: 1.589, data_time: 0.002, memory: 16628, top1_acc: 0.6371, top5_acc: 0.8299, loss_cls: 1.5164, loss: 1.5164, grad_norm: 5.7020 2021-01-29 03:00:49,137 - mmaction - INFO - Epoch [235][1840/2147] lr: 3.622e-03, eta: 21:16:46, time: 1.559, data_time: 0.011, memory: 16628, top1_acc: 0.6393, top5_acc: 0.8353, loss_cls: 1.4881, loss: 1.4881, grad_norm: 5.7517 2021-01-29 03:01:21,599 - mmaction - INFO - Epoch [235][1860/2147] lr: 3.622e-03, eta: 21:16:13, time: 1.623, data_time: 0.019, memory: 16628, top1_acc: 0.6429, top5_acc: 0.8304, loss_cls: 1.5263, loss: 1.5263, grad_norm: 5.8865 2021-01-29 03:02:08,642 - mmaction - INFO - Epoch [235][1880/2147] lr: 3.622e-03, eta: 21:15:40, time: 2.341, data_time: 0.022, memory: 16628, top1_acc: 0.6576, top5_acc: 0.8580, loss_cls: 1.4048, loss: 1.4048, grad_norm: 5.5416 2021-01-29 03:02:41,846 - mmaction - INFO - Epoch [235][1900/2147] lr: 3.622e-03, eta: 21:15:06, time: 1.674, data_time: 0.041, memory: 16628, top1_acc: 0.6187, top5_acc: 0.8272, loss_cls: 1.5699, loss: 1.5699, grad_norm: 5.8222 2021-01-29 03:03:13,748 - mmaction - INFO - Epoch [235][1920/2147] lr: 3.622e-03, eta: 21:14:32, time: 1.593, data_time: 0.019, memory: 16628, top1_acc: 0.6478, top5_acc: 0.8362, loss_cls: 1.4716, loss: 1.4716, grad_norm: 5.6795 2021-01-29 03:03:52,276 - mmaction - INFO - Epoch [235][1940/2147] lr: 3.622e-03, eta: 21:13:59, time: 1.927, data_time: 0.010, memory: 16628, top1_acc: 0.6576, top5_acc: 0.8478, loss_cls: 1.4100, loss: 1.4100, grad_norm: 5.5466 2021-01-29 03:04:21,936 - mmaction - INFO - Epoch [235][1960/2147] lr: 3.622e-03, eta: 21:13:25, time: 1.485, data_time: 0.019, memory: 16628, top1_acc: 0.6478, top5_acc: 0.8272, loss_cls: 1.5091, loss: 1.5091, grad_norm: 5.7170 2021-01-29 03:04:50,799 - mmaction - INFO - Epoch [235][1980/2147] lr: 3.622e-03, eta: 21:12:51, time: 1.445, data_time: 0.004, memory: 16628, top1_acc: 0.6509, top5_acc: 0.8344, loss_cls: 1.4685, loss: 1.4685, grad_norm: 5.8426 2021-01-29 03:05:23,814 - mmaction - INFO - Epoch [235][2000/2147] lr: 3.622e-03, eta: 21:12:17, time: 1.649, data_time: 0.003, memory: 16628, top1_acc: 0.6437, top5_acc: 0.8366, loss_cls: 1.4782, loss: 1.4782, grad_norm: 5.7600 2021-01-29 03:05:52,557 - mmaction - INFO - Epoch [235][2020/2147] lr: 3.622e-03, eta: 21:11:43, time: 1.440, data_time: 0.007, memory: 16628, top1_acc: 0.6496, top5_acc: 0.8384, loss_cls: 1.5024, loss: 1.5024, grad_norm: 5.7089 2021-01-29 03:06:30,543 - mmaction - INFO - Epoch [235][2040/2147] lr: 3.622e-03, eta: 21:11:09, time: 1.881, data_time: 0.011, memory: 16628, top1_acc: 0.6420, top5_acc: 0.8362, loss_cls: 1.4715, loss: 1.4715, grad_norm: 5.7438 2021-01-29 03:06:59,001 - mmaction - INFO - Epoch [235][2060/2147] lr: 3.622e-03, eta: 21:10:35, time: 1.436, data_time: 0.026, memory: 16628, top1_acc: 0.6549, top5_acc: 0.8344, loss_cls: 1.5040, loss: 1.5040, grad_norm: 5.6433 2021-01-29 03:07:39,577 - mmaction - INFO - Epoch [235][2080/2147] lr: 3.622e-03, eta: 21:10:02, time: 2.020, data_time: 0.007, memory: 16628, top1_acc: 0.6393, top5_acc: 0.8371, loss_cls: 1.5126, loss: 1.5126, grad_norm: 5.7329 2021-01-29 03:08:19,589 - mmaction - INFO - Epoch [235][2100/2147] lr: 3.622e-03, eta: 21:09:29, time: 1.987, data_time: 0.020, memory: 16628, top1_acc: 0.6478, top5_acc: 0.8357, loss_cls: 1.4801, loss: 1.4801, grad_norm: 5.6155 2021-01-29 03:08:50,752 - mmaction - INFO - Epoch [235][2120/2147] lr: 3.622e-03, eta: 21:08:55, time: 1.585, data_time: 0.039, memory: 16628, top1_acc: 0.6375, top5_acc: 0.8437, loss_cls: 1.4596, loss: 1.4596, grad_norm: 5.7086 2021-01-29 03:09:23,423 - mmaction - INFO - Epoch [235][2140/2147] lr: 3.622e-03, eta: 21:08:21, time: 1.633, data_time: 0.002, memory: 16628, top1_acc: 0.6424, top5_acc: 0.8438, loss_cls: 1.4569, loss: 1.4569, grad_norm: 5.7206 2021-01-29 03:37:15,750 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-29 03:37:16,509 - mmaction - INFO - top1_acc 0.6738 top5_acc 0.8718 2021-01-29 03:37:16,509 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-29 03:37:16,563 - mmaction - INFO - mean_acc 0.6737 2021-01-29 03:37:16,564 - mmaction - INFO - Now best checkpoint is epoch_235.pth 2021-01-29 03:37:16,576 - mmaction - INFO - Epoch(val) [235][2147] top1_acc: 0.6738, top5_acc: 0.8718, mean_class_accuracy: 0.6737 2021-01-29 03:45:20,005 - mmaction - INFO - Epoch [236][20/2147] lr: 3.302e-03, eta: 21:08:14, time: 24.162, data_time: 22.601, memory: 16628, top1_acc: 0.6562, top5_acc: 0.8451, loss_cls: 1.4646, loss: 1.4646, grad_norm: 5.5924 2021-01-29 03:45:48,433 - mmaction - INFO - Epoch [236][40/2147] lr: 3.302e-03, eta: 21:07:40, time: 1.427, data_time: 0.015, memory: 16628, top1_acc: 0.6545, top5_acc: 0.8442, loss_cls: 1.4308, loss: 1.4308, grad_norm: 5.6662 2021-01-29 03:46:19,744 - mmaction - INFO - Epoch [236][60/2147] lr: 3.302e-03, eta: 21:07:06, time: 1.565, data_time: 0.005, memory: 16628, top1_acc: 0.6594, top5_acc: 0.8500, loss_cls: 1.3929, loss: 1.3929, grad_norm: 5.5388 2021-01-29 03:47:02,186 - mmaction - INFO - Epoch [236][80/2147] lr: 3.302e-03, eta: 21:06:33, time: 2.119, data_time: 0.007, memory: 16628, top1_acc: 0.6723, top5_acc: 0.8469, loss_cls: 1.3977, loss: 1.3977, grad_norm: 5.6441 2021-01-29 03:47:31,903 - mmaction - INFO - Epoch [236][100/2147] lr: 3.302e-03, eta: 21:05:59, time: 1.487, data_time: 0.008, memory: 16628, top1_acc: 0.6545, top5_acc: 0.8478, loss_cls: 1.4249, loss: 1.4249, grad_norm: 5.7141 2021-01-29 03:48:01,250 - mmaction - INFO - Epoch [236][120/2147] lr: 3.302e-03, eta: 21:05:25, time: 1.463, data_time: 0.009, memory: 16628, top1_acc: 0.6469, top5_acc: 0.8241, loss_cls: 1.5139, loss: 1.5139, grad_norm: 5.7971 2021-01-29 03:48:35,789 - mmaction - INFO - Epoch [236][140/2147] lr: 3.302e-03, eta: 21:04:51, time: 1.710, data_time: 0.016, memory: 16628, top1_acc: 0.6348, top5_acc: 0.8295, loss_cls: 1.5403, loss: 1.5403, grad_norm: 5.9653 2021-01-29 03:49:04,978 - mmaction - INFO - Epoch [236][160/2147] lr: 3.302e-03, eta: 21:04:17, time: 1.482, data_time: 0.030, memory: 16628, top1_acc: 0.6411, top5_acc: 0.8237, loss_cls: 1.5341, loss: 1.5341, grad_norm: 5.7710 2021-01-29 03:49:38,765 - mmaction - INFO - Epoch [236][180/2147] lr: 3.302e-03, eta: 21:03:43, time: 1.681, data_time: 0.006, memory: 16628, top1_acc: 0.6286, top5_acc: 0.8362, loss_cls: 1.5225, loss: 1.5225, grad_norm: 5.7725 2021-01-29 03:50:07,865 - mmaction - INFO - Epoch [236][200/2147] lr: 3.302e-03, eta: 21:03:09, time: 1.458, data_time: 0.018, memory: 16628, top1_acc: 0.6638, top5_acc: 0.8562, loss_cls: 1.3803, loss: 1.3803, grad_norm: 5.6694 2021-01-29 03:50:36,917 - mmaction - INFO - Epoch [236][220/2147] lr: 3.302e-03, eta: 21:02:35, time: 1.457, data_time: 0.009, memory: 16628, top1_acc: 0.6607, top5_acc: 0.8429, loss_cls: 1.4627, loss: 1.4627, grad_norm: 5.7275 2021-01-29 03:51:05,976 - mmaction - INFO - Epoch [236][240/2147] lr: 3.302e-03, eta: 21:02:01, time: 1.453, data_time: 0.004, memory: 16628, top1_acc: 0.6589, top5_acc: 0.8455, loss_cls: 1.4199, loss: 1.4199, grad_norm: 5.5609 2021-01-29 03:51:35,740 - mmaction - INFO - Epoch [236][260/2147] lr: 3.302e-03, eta: 21:01:27, time: 1.481, data_time: 0.004, memory: 16628, top1_acc: 0.6504, top5_acc: 0.8411, loss_cls: 1.4628, loss: 1.4628, grad_norm: 5.6723 2021-01-29 03:52:07,393 - mmaction - INFO - Epoch [236][280/2147] lr: 3.302e-03, eta: 21:00:53, time: 1.590, data_time: 0.076, memory: 16628, top1_acc: 0.6683, top5_acc: 0.8558, loss_cls: 1.3674, loss: 1.3674, grad_norm: 5.5699 2021-01-29 03:52:43,661 - mmaction - INFO - Epoch [236][300/2147] lr: 3.302e-03, eta: 21:00:19, time: 1.814, data_time: 0.003, memory: 16628, top1_acc: 0.6585, top5_acc: 0.8469, loss_cls: 1.4186, loss: 1.4186, grad_norm: 5.5708 2021-01-29 03:53:14,674 - mmaction - INFO - Epoch [236][320/2147] lr: 3.302e-03, eta: 20:59:45, time: 1.547, data_time: 0.003, memory: 16628, top1_acc: 0.6612, top5_acc: 0.8415, loss_cls: 1.4032, loss: 1.4032, grad_norm: 5.6851 2021-01-29 03:53:52,942 - mmaction - INFO - Epoch [236][340/2147] lr: 3.302e-03, eta: 20:59:12, time: 1.914, data_time: 0.019, memory: 16628, top1_acc: 0.6478, top5_acc: 0.8424, loss_cls: 1.4724, loss: 1.4724, grad_norm: 5.7730 2021-01-29 03:54:26,323 - mmaction - INFO - Epoch [236][360/2147] lr: 3.302e-03, eta: 20:58:38, time: 1.671, data_time: 0.010, memory: 16628, top1_acc: 0.6438, top5_acc: 0.8411, loss_cls: 1.4487, loss: 1.4487, grad_norm: 5.6211 2021-01-29 03:54:58,574 - mmaction - INFO - Epoch [236][380/2147] lr: 3.302e-03, eta: 20:58:04, time: 1.613, data_time: 0.005, memory: 16628, top1_acc: 0.6670, top5_acc: 0.8545, loss_cls: 1.4233, loss: 1.4233, grad_norm: 5.7167 2021-01-29 03:55:39,662 - mmaction - INFO - Epoch [236][400/2147] lr: 3.302e-03, eta: 20:57:31, time: 2.042, data_time: 0.014, memory: 16628, top1_acc: 0.6549, top5_acc: 0.8388, loss_cls: 1.4363, loss: 1.4363, grad_norm: 5.7681 2021-01-29 03:56:17,264 - mmaction - INFO - Epoch [236][420/2147] lr: 3.302e-03, eta: 20:56:57, time: 1.889, data_time: 0.019, memory: 16628, top1_acc: 0.6719, top5_acc: 0.8607, loss_cls: 1.3660, loss: 1.3660, grad_norm: 5.6060 2021-01-29 03:57:03,862 - mmaction - INFO - Epoch [236][440/2147] lr: 3.302e-03, eta: 20:56:25, time: 2.325, data_time: 0.053, memory: 16628, top1_acc: 0.6513, top5_acc: 0.8438, loss_cls: 1.4737, loss: 1.4737, grad_norm: 5.8476 2021-01-29 03:57:37,200 - mmaction - INFO - Epoch [236][460/2147] lr: 3.302e-03, eta: 20:55:51, time: 1.670, data_time: 0.015, memory: 16628, top1_acc: 0.6509, top5_acc: 0.8326, loss_cls: 1.4733, loss: 1.4733, grad_norm: 5.7950 2021-01-29 03:58:06,016 - mmaction - INFO - Epoch [236][480/2147] lr: 3.302e-03, eta: 20:55:17, time: 1.448, data_time: 0.010, memory: 16628, top1_acc: 0.6330, top5_acc: 0.8433, loss_cls: 1.4818, loss: 1.4818, grad_norm: 5.9023 2021-01-29 03:58:46,557 - mmaction - INFO - Epoch [236][500/2147] lr: 3.302e-03, eta: 20:54:44, time: 2.016, data_time: 0.004, memory: 16628, top1_acc: 0.6513, top5_acc: 0.8420, loss_cls: 1.4539, loss: 1.4539, grad_norm: 5.7559 2021-01-29 03:59:15,695 - mmaction - INFO - Epoch [236][520/2147] lr: 3.302e-03, eta: 20:54:09, time: 1.466, data_time: 0.015, memory: 16628, top1_acc: 0.6732, top5_acc: 0.8527, loss_cls: 1.3860, loss: 1.3860, grad_norm: 5.5353 2021-01-29 03:59:55,894 - mmaction - INFO - Epoch [236][540/2147] lr: 3.302e-03, eta: 20:53:36, time: 2.009, data_time: 0.009, memory: 16628, top1_acc: 0.6420, top5_acc: 0.8451, loss_cls: 1.4773, loss: 1.4773, grad_norm: 5.9234 2021-01-29 04:00:24,244 - mmaction - INFO - Epoch [236][560/2147] lr: 3.302e-03, eta: 20:53:02, time: 1.418, data_time: 0.004, memory: 16628, top1_acc: 0.6393, top5_acc: 0.8362, loss_cls: 1.4889, loss: 1.4889, grad_norm: 5.8168 2021-01-29 04:00:53,663 - mmaction - INFO - Epoch [236][580/2147] lr: 3.302e-03, eta: 20:52:28, time: 1.472, data_time: 0.006, memory: 16628, top1_acc: 0.6286, top5_acc: 0.8308, loss_cls: 1.5527, loss: 1.5527, grad_norm: 5.8486 2021-01-29 04:01:23,957 - mmaction - INFO - Epoch [236][600/2147] lr: 3.302e-03, eta: 20:51:54, time: 1.514, data_time: 0.013, memory: 16628, top1_acc: 0.6567, top5_acc: 0.8312, loss_cls: 1.4826, loss: 1.4826, grad_norm: 5.7305 2021-01-29 04:01:58,725 - mmaction - INFO - Epoch [236][620/2147] lr: 3.302e-03, eta: 20:51:20, time: 1.738, data_time: 0.008, memory: 16628, top1_acc: 0.6594, top5_acc: 0.8402, loss_cls: 1.4425, loss: 1.4425, grad_norm: 5.5691 2021-01-29 04:02:27,348 - mmaction - INFO - Epoch [236][640/2147] lr: 3.302e-03, eta: 20:50:46, time: 1.432, data_time: 0.002, memory: 16628, top1_acc: 0.6437, top5_acc: 0.8353, loss_cls: 1.5011, loss: 1.5011, grad_norm: 5.9196 2021-01-29 04:02:56,627 - mmaction - INFO - Epoch [236][660/2147] lr: 3.302e-03, eta: 20:50:12, time: 1.461, data_time: 0.005, memory: 16628, top1_acc: 0.6397, top5_acc: 0.8321, loss_cls: 1.4843, loss: 1.4843, grad_norm: 5.7975 2021-01-29 04:03:27,447 - mmaction - INFO - Epoch [236][680/2147] lr: 3.302e-03, eta: 20:49:38, time: 1.541, data_time: 0.006, memory: 16628, top1_acc: 0.6424, top5_acc: 0.8375, loss_cls: 1.4869, loss: 1.4869, grad_norm: 5.7648 2021-01-29 04:03:57,173 - mmaction - INFO - Epoch [236][700/2147] lr: 3.302e-03, eta: 20:49:04, time: 1.488, data_time: 0.008, memory: 16628, top1_acc: 0.6348, top5_acc: 0.8259, loss_cls: 1.5340, loss: 1.5340, grad_norm: 6.0065 2021-01-29 04:04:34,762 - mmaction - INFO - Epoch [236][720/2147] lr: 3.302e-03, eta: 20:48:30, time: 1.876, data_time: 0.006, memory: 16628, top1_acc: 0.6518, top5_acc: 0.8424, loss_cls: 1.4524, loss: 1.4524, grad_norm: 5.6471 2021-01-29 04:05:04,271 - mmaction - INFO - Epoch [236][740/2147] lr: 3.302e-03, eta: 20:47:56, time: 1.477, data_time: 0.010, memory: 16628, top1_acc: 0.6732, top5_acc: 0.8513, loss_cls: 1.3870, loss: 1.3870, grad_norm: 5.6911 2021-01-29 04:05:33,933 - mmaction - INFO - Epoch [236][760/2147] lr: 3.302e-03, eta: 20:47:22, time: 1.481, data_time: 0.009, memory: 16628, top1_acc: 0.6482, top5_acc: 0.8415, loss_cls: 1.4597, loss: 1.4597, grad_norm: 5.9671 2021-01-29 04:06:04,926 - mmaction - INFO - Epoch [236][780/2147] lr: 3.302e-03, eta: 20:46:48, time: 1.551, data_time: 0.010, memory: 16628, top1_acc: 0.6531, top5_acc: 0.8513, loss_cls: 1.4290, loss: 1.4290, grad_norm: 5.7503 2021-01-29 04:06:47,589 - mmaction - INFO - Epoch [236][800/2147] lr: 3.302e-03, eta: 20:46:14, time: 1.781, data_time: 0.006, memory: 16628, top1_acc: 0.6674, top5_acc: 0.8438, loss_cls: 1.4164, loss: 1.4164, grad_norm: 5.6510 2021-01-29 04:07:18,770 - mmaction - INFO - Epoch [236][820/2147] lr: 3.302e-03, eta: 20:45:41, time: 1.916, data_time: 0.360, memory: 16628, top1_acc: 0.6562, top5_acc: 0.8487, loss_cls: 1.4360, loss: 1.4360, grad_norm: 5.7826 2021-01-29 04:07:50,395 - mmaction - INFO - Epoch [236][840/2147] lr: 3.302e-03, eta: 20:45:07, time: 1.576, data_time: 0.004, memory: 16628, top1_acc: 0.6250, top5_acc: 0.8357, loss_cls: 1.5169, loss: 1.5169, grad_norm: 5.9946 2021-01-29 04:08:19,306 - mmaction - INFO - Epoch [236][860/2147] lr: 3.302e-03, eta: 20:44:33, time: 1.450, data_time: 0.012, memory: 16628, top1_acc: 0.6518, top5_acc: 0.8335, loss_cls: 1.4781, loss: 1.4781, grad_norm: 5.7966 2021-01-29 04:08:50,971 - mmaction - INFO - Epoch [236][880/2147] lr: 3.302e-03, eta: 20:43:59, time: 1.584, data_time: 0.003, memory: 16628, top1_acc: 0.6469, top5_acc: 0.8438, loss_cls: 1.4583, loss: 1.4583, grad_norm: 5.8527 2021-01-29 04:09:20,701 - mmaction - INFO - Epoch [236][900/2147] lr: 3.302e-03, eta: 20:43:25, time: 1.486, data_time: 0.009, memory: 16628, top1_acc: 0.6366, top5_acc: 0.8321, loss_cls: 1.5174, loss: 1.5174, grad_norm: 5.9194 2021-01-29 04:09:50,139 - mmaction - INFO - Epoch [236][920/2147] lr: 3.302e-03, eta: 20:42:50, time: 1.468, data_time: 0.002, memory: 16628, top1_acc: 0.6348, top5_acc: 0.8170, loss_cls: 1.5797, loss: 1.5797, grad_norm: 5.9061 2021-01-29 04:10:31,285 - mmaction - INFO - Epoch [236][940/2147] lr: 3.302e-03, eta: 20:42:17, time: 2.053, data_time: 0.011, memory: 16628, top1_acc: 0.6482, top5_acc: 0.8429, loss_cls: 1.4626, loss: 1.4626, grad_norm: 5.7293 2021-01-29 04:11:11,340 - mmaction - INFO - Epoch [236][960/2147] lr: 3.302e-03, eta: 20:41:44, time: 2.000, data_time: 0.025, memory: 16628, top1_acc: 0.6562, top5_acc: 0.8415, loss_cls: 1.4729, loss: 1.4729, grad_norm: 5.7641 2021-01-29 04:11:48,745 - mmaction - INFO - Epoch [236][980/2147] lr: 3.302e-03, eta: 20:41:10, time: 1.605, data_time: 0.013, memory: 16628, top1_acc: 0.6536, top5_acc: 0.8362, loss_cls: 1.4856, loss: 1.4856, grad_norm: 5.7203 2021-01-29 04:12:29,857 - mmaction - INFO - Epoch [236][1000/2147] lr: 3.302e-03, eta: 20:40:38, time: 2.321, data_time: 0.282, memory: 16628, top1_acc: 0.6482, top5_acc: 0.8424, loss_cls: 1.4157, loss: 1.4157, grad_norm: 5.4277 2021-01-29 04:13:05,977 - mmaction - INFO - Epoch [236][1020/2147] lr: 3.302e-03, eta: 20:40:04, time: 1.812, data_time: 0.022, memory: 16628, top1_acc: 0.6522, top5_acc: 0.8420, loss_cls: 1.4599, loss: 1.4599, grad_norm: 5.6349 2021-01-29 04:13:38,775 - mmaction - INFO - Epoch [236][1040/2147] lr: 3.302e-03, eta: 20:39:30, time: 1.639, data_time: 0.008, memory: 16628, top1_acc: 0.6460, top5_acc: 0.8339, loss_cls: 1.5034, loss: 1.5034, grad_norm: 5.6795 2021-01-29 04:14:17,059 - mmaction - INFO - Epoch [236][1060/2147] lr: 3.302e-03, eta: 20:38:57, time: 1.917, data_time: 0.015, memory: 16628, top1_acc: 0.6460, top5_acc: 0.8393, loss_cls: 1.4947, loss: 1.4947, grad_norm: 5.6188 2021-01-29 04:14:48,898 - mmaction - INFO - Epoch [236][1080/2147] lr: 3.302e-03, eta: 20:38:23, time: 1.593, data_time: 0.004, memory: 16628, top1_acc: 0.6545, top5_acc: 0.8482, loss_cls: 1.4607, loss: 1.4607, grad_norm: 5.8387 2021-01-29 04:15:21,938 - mmaction - INFO - Epoch [236][1100/2147] lr: 3.302e-03, eta: 20:37:49, time: 1.644, data_time: 0.013, memory: 16628, top1_acc: 0.6723, top5_acc: 0.8491, loss_cls: 1.3922, loss: 1.3922, grad_norm: 5.5585 2021-01-29 04:15:57,238 - mmaction - INFO - Epoch [236][1120/2147] lr: 3.302e-03, eta: 20:37:15, time: 1.754, data_time: 0.022, memory: 16628, top1_acc: 0.6464, top5_acc: 0.8393, loss_cls: 1.4557, loss: 1.4557, grad_norm: 5.8074 2021-01-29 04:16:25,864 - mmaction - INFO - Epoch [236][1140/2147] lr: 3.302e-03, eta: 20:36:41, time: 1.451, data_time: 0.025, memory: 16628, top1_acc: 0.6612, top5_acc: 0.8317, loss_cls: 1.4669, loss: 1.4669, grad_norm: 5.7960 2021-01-29 04:17:20,311 - mmaction - INFO - Epoch [236][1160/2147] lr: 3.302e-03, eta: 20:36:09, time: 2.715, data_time: 0.003, memory: 16628, top1_acc: 0.6603, top5_acc: 0.8518, loss_cls: 1.4130, loss: 1.4130, grad_norm: 5.7096 2021-01-29 04:17:53,791 - mmaction - INFO - Epoch [236][1180/2147] lr: 3.302e-03, eta: 20:35:35, time: 1.681, data_time: 0.028, memory: 16628, top1_acc: 0.6692, top5_acc: 0.8567, loss_cls: 1.3809, loss: 1.3809, grad_norm: 5.4736 2021-01-29 04:18:25,876 - mmaction - INFO - Epoch [236][1200/2147] lr: 3.302e-03, eta: 20:35:01, time: 1.603, data_time: 0.056, memory: 16628, top1_acc: 0.6629, top5_acc: 0.8433, loss_cls: 1.4422, loss: 1.4422, grad_norm: 5.7047 2021-01-29 04:18:57,146 - mmaction - INFO - Epoch [236][1220/2147] lr: 3.302e-03, eta: 20:34:27, time: 1.564, data_time: 0.005, memory: 16628, top1_acc: 0.6580, top5_acc: 0.8531, loss_cls: 1.4174, loss: 1.4174, grad_norm: 5.5983 2021-01-29 04:19:27,444 - mmaction - INFO - Epoch [236][1240/2147] lr: 3.302e-03, eta: 20:33:53, time: 1.515, data_time: 0.004, memory: 16628, top1_acc: 0.6464, top5_acc: 0.8357, loss_cls: 1.4651, loss: 1.4651, grad_norm: 5.6356 2021-01-29 04:19:57,727 - mmaction - INFO - Epoch [236][1260/2147] lr: 3.302e-03, eta: 20:33:19, time: 1.506, data_time: 0.007, memory: 16628, top1_acc: 0.6321, top5_acc: 0.8313, loss_cls: 1.5376, loss: 1.5376, grad_norm: 5.9256 2021-01-29 04:20:28,789 - mmaction - INFO - Epoch [236][1280/2147] lr: 3.302e-03, eta: 20:32:45, time: 1.563, data_time: 0.022, memory: 16628, top1_acc: 0.6531, top5_acc: 0.8384, loss_cls: 1.4636, loss: 1.4636, grad_norm: 5.8071 2021-01-29 04:20:58,184 - mmaction - INFO - Epoch [236][1300/2147] lr: 3.302e-03, eta: 20:32:11, time: 1.466, data_time: 0.002, memory: 16628, top1_acc: 0.6558, top5_acc: 0.8446, loss_cls: 1.4648, loss: 1.4648, grad_norm: 5.6849 2021-01-29 04:21:38,550 - mmaction - INFO - Epoch [236][1320/2147] lr: 3.302e-03, eta: 20:31:37, time: 1.714, data_time: 0.020, memory: 16628, top1_acc: 0.6571, top5_acc: 0.8393, loss_cls: 1.4490, loss: 1.4490, grad_norm: 5.8081 2021-01-29 04:22:26,133 - mmaction - INFO - Epoch [236][1340/2147] lr: 3.302e-03, eta: 20:31:05, time: 2.668, data_time: 0.316, memory: 16628, top1_acc: 0.6558, top5_acc: 0.8442, loss_cls: 1.4312, loss: 1.4312, grad_norm: 5.7379 2021-01-29 04:22:55,721 - mmaction - INFO - Epoch [236][1360/2147] lr: 3.302e-03, eta: 20:30:31, time: 1.493, data_time: 0.021, memory: 16628, top1_acc: 0.6527, top5_acc: 0.8375, loss_cls: 1.4393, loss: 1.4393, grad_norm: 5.8395 2021-01-29 04:23:25,392 - mmaction - INFO - Epoch [236][1380/2147] lr: 3.302e-03, eta: 20:29:57, time: 1.486, data_time: 0.022, memory: 16628, top1_acc: 0.6518, top5_acc: 0.8437, loss_cls: 1.4273, loss: 1.4273, grad_norm: 5.7217 2021-01-29 04:23:58,224 - mmaction - INFO - Epoch [236][1400/2147] lr: 3.302e-03, eta: 20:29:23, time: 1.644, data_time: 0.024, memory: 16628, top1_acc: 0.6478, top5_acc: 0.8344, loss_cls: 1.5192, loss: 1.5192, grad_norm: 5.8809 2021-01-29 04:24:30,159 - mmaction - INFO - Epoch [236][1420/2147] lr: 3.302e-03, eta: 20:28:49, time: 1.596, data_time: 0.006, memory: 16628, top1_acc: 0.6487, top5_acc: 0.8442, loss_cls: 1.4442, loss: 1.4442, grad_norm: 5.9430 2021-01-29 04:25:22,663 - mmaction - INFO - Epoch [236][1440/2147] lr: 3.302e-03, eta: 20:28:17, time: 2.612, data_time: 0.008, memory: 16628, top1_acc: 0.6473, top5_acc: 0.8451, loss_cls: 1.5012, loss: 1.5012, grad_norm: 5.9695 2021-01-29 04:25:56,446 - mmaction - INFO - Epoch [236][1460/2147] lr: 3.302e-03, eta: 20:27:43, time: 1.700, data_time: 0.028, memory: 16628, top1_acc: 0.6518, top5_acc: 0.8388, loss_cls: 1.4557, loss: 1.4557, grad_norm: 5.7351 2021-01-29 04:26:29,734 - mmaction - INFO - Epoch [236][1480/2147] lr: 3.302e-03, eta: 20:27:10, time: 1.667, data_time: 0.010, memory: 16628, top1_acc: 0.6594, top5_acc: 0.8384, loss_cls: 1.4237, loss: 1.4237, grad_norm: 5.8030 2021-01-29 04:27:03,680 - mmaction - INFO - Epoch [236][1500/2147] lr: 3.302e-03, eta: 20:26:36, time: 1.694, data_time: 0.011, memory: 16628, top1_acc: 0.6558, top5_acc: 0.8438, loss_cls: 1.4453, loss: 1.4453, grad_norm: 5.6867 2021-01-29 04:27:37,550 - mmaction - INFO - Epoch [236][1520/2147] lr: 3.302e-03, eta: 20:26:02, time: 1.692, data_time: 0.010, memory: 16628, top1_acc: 0.6540, top5_acc: 0.8402, loss_cls: 1.4602, loss: 1.4602, grad_norm: 5.7821 2021-01-29 04:28:08,503 - mmaction - INFO - Epoch [236][1540/2147] lr: 3.302e-03, eta: 20:25:28, time: 1.551, data_time: 0.012, memory: 16628, top1_acc: 0.6554, top5_acc: 0.8455, loss_cls: 1.4469, loss: 1.4469, grad_norm: 5.8246 2021-01-29 04:28:39,317 - mmaction - INFO - Epoch [236][1560/2147] lr: 3.302e-03, eta: 20:24:54, time: 1.540, data_time: 0.008, memory: 16628, top1_acc: 0.6491, top5_acc: 0.8464, loss_cls: 1.4492, loss: 1.4492, grad_norm: 5.7541 2021-01-29 04:29:12,588 - mmaction - INFO - Epoch [236][1580/2147] lr: 3.302e-03, eta: 20:24:20, time: 1.668, data_time: 0.012, memory: 16628, top1_acc: 0.6558, top5_acc: 0.8513, loss_cls: 1.4362, loss: 1.4362, grad_norm: 5.8187 2021-01-29 04:29:41,717 - mmaction - INFO - Epoch [236][1600/2147] lr: 3.302e-03, eta: 20:23:46, time: 1.455, data_time: 0.009, memory: 16628, top1_acc: 0.6531, top5_acc: 0.8402, loss_cls: 1.4626, loss: 1.4626, grad_norm: 5.7892 2021-01-29 04:30:19,638 - mmaction - INFO - Epoch [236][1620/2147] lr: 3.302e-03, eta: 20:23:13, time: 1.892, data_time: 0.009, memory: 16628, top1_acc: 0.6375, top5_acc: 0.8304, loss_cls: 1.5311, loss: 1.5311, grad_norm: 5.8453 2021-01-29 04:30:48,729 - mmaction - INFO - Epoch [236][1640/2147] lr: 3.302e-03, eta: 20:22:38, time: 1.452, data_time: 0.007, memory: 16628, top1_acc: 0.6411, top5_acc: 0.8330, loss_cls: 1.5120, loss: 1.5120, grad_norm: 5.9646 2021-01-29 04:31:17,449 - mmaction - INFO - Epoch [236][1660/2147] lr: 3.302e-03, eta: 20:22:04, time: 1.444, data_time: 0.011, memory: 16628, top1_acc: 0.6406, top5_acc: 0.8379, loss_cls: 1.4969, loss: 1.4969, grad_norm: 5.8954 2021-01-29 04:32:05,040 - mmaction - INFO - Epoch [236][1680/2147] lr: 3.302e-03, eta: 20:21:32, time: 2.375, data_time: 0.003, memory: 16628, top1_acc: 0.6554, top5_acc: 0.8397, loss_cls: 1.4483, loss: 1.4483, grad_norm: 5.8417 2021-01-29 04:32:36,476 - mmaction - INFO - Epoch [236][1700/2147] lr: 3.302e-03, eta: 20:20:58, time: 1.576, data_time: 0.008, memory: 16628, top1_acc: 0.6549, top5_acc: 0.8424, loss_cls: 1.4711, loss: 1.4711, grad_norm: 5.8450 2021-01-29 04:33:23,652 - mmaction - INFO - Epoch [236][1720/2147] lr: 3.302e-03, eta: 20:20:25, time: 2.359, data_time: 0.006, memory: 16628, top1_acc: 0.6451, top5_acc: 0.8420, loss_cls: 1.4941, loss: 1.4941, grad_norm: 5.8938 2021-01-29 04:33:54,258 - mmaction - INFO - Epoch [236][1740/2147] lr: 3.302e-03, eta: 20:19:51, time: 1.511, data_time: 0.005, memory: 16628, top1_acc: 0.6402, top5_acc: 0.8451, loss_cls: 1.4865, loss: 1.4865, grad_norm: 5.8265 2021-01-29 04:34:27,858 - mmaction - INFO - Epoch [236][1760/2147] lr: 3.302e-03, eta: 20:19:17, time: 1.694, data_time: 0.021, memory: 16628, top1_acc: 0.6469, top5_acc: 0.8312, loss_cls: 1.4928, loss: 1.4928, grad_norm: 5.8635 2021-01-29 04:35:07,144 - mmaction - INFO - Epoch [236][1780/2147] lr: 3.302e-03, eta: 20:18:44, time: 1.960, data_time: 0.010, memory: 16628, top1_acc: 0.6607, top5_acc: 0.8411, loss_cls: 1.4485, loss: 1.4485, grad_norm: 5.8380 2021-01-29 04:35:39,499 - mmaction - INFO - Epoch [236][1800/2147] lr: 3.302e-03, eta: 20:18:10, time: 1.627, data_time: 0.013, memory: 16628, top1_acc: 0.6772, top5_acc: 0.8451, loss_cls: 1.4193, loss: 1.4193, grad_norm: 5.6782 2021-01-29 04:36:08,904 - mmaction - INFO - Epoch [236][1820/2147] lr: 3.302e-03, eta: 20:17:36, time: 1.470, data_time: 0.006, memory: 16628, top1_acc: 0.6504, top5_acc: 0.8312, loss_cls: 1.5260, loss: 1.5260, grad_norm: 5.9325 2021-01-29 04:36:59,812 - mmaction - INFO - Epoch [236][1840/2147] lr: 3.302e-03, eta: 20:17:04, time: 2.541, data_time: 0.003, memory: 16628, top1_acc: 0.6585, top5_acc: 0.8504, loss_cls: 1.4169, loss: 1.4169, grad_norm: 5.7881 2021-01-29 04:37:35,299 - mmaction - INFO - Epoch [236][1860/2147] lr: 3.302e-03, eta: 20:16:30, time: 1.778, data_time: 0.008, memory: 16628, top1_acc: 0.6580, top5_acc: 0.8420, loss_cls: 1.4183, loss: 1.4183, grad_norm: 5.7239 2021-01-29 04:38:04,219 - mmaction - INFO - Epoch [236][1880/2147] lr: 3.302e-03, eta: 20:15:56, time: 1.444, data_time: 0.005, memory: 16628, top1_acc: 0.6460, top5_acc: 0.8344, loss_cls: 1.4735, loss: 1.4735, grad_norm: 5.9093 2021-01-29 04:38:37,356 - mmaction - INFO - Epoch [236][1900/2147] lr: 3.302e-03, eta: 20:15:22, time: 1.655, data_time: 0.011, memory: 16628, top1_acc: 0.6473, top5_acc: 0.8393, loss_cls: 1.4499, loss: 1.4499, grad_norm: 5.7723 2021-01-29 04:39:07,651 - mmaction - INFO - Epoch [236][1920/2147] lr: 3.302e-03, eta: 20:14:48, time: 1.501, data_time: 0.009, memory: 16628, top1_acc: 0.6585, top5_acc: 0.8478, loss_cls: 1.4330, loss: 1.4330, grad_norm: 5.5638 2021-01-29 04:39:39,040 - mmaction - INFO - Epoch [236][1940/2147] lr: 3.302e-03, eta: 20:14:14, time: 1.582, data_time: 0.023, memory: 16628, top1_acc: 0.6469, top5_acc: 0.8504, loss_cls: 1.4335, loss: 1.4335, grad_norm: 5.8001 2021-01-29 04:40:26,447 - mmaction - INFO - Epoch [236][1960/2147] lr: 3.302e-03, eta: 20:13:41, time: 2.364, data_time: 0.008, memory: 16628, top1_acc: 0.6531, top5_acc: 0.8406, loss_cls: 1.4595, loss: 1.4595, grad_norm: 5.7570 2021-01-29 04:40:55,614 - mmaction - INFO - Epoch [236][1980/2147] lr: 3.302e-03, eta: 20:13:07, time: 1.454, data_time: 0.025, memory: 16628, top1_acc: 0.6554, top5_acc: 0.8344, loss_cls: 1.4725, loss: 1.4725, grad_norm: 5.7871 2021-01-29 04:41:26,230 - mmaction - INFO - Epoch [236][2000/2147] lr: 3.302e-03, eta: 20:12:33, time: 1.546, data_time: 0.029, memory: 16628, top1_acc: 0.6451, top5_acc: 0.8522, loss_cls: 1.4289, loss: 1.4289, grad_norm: 5.7779 2021-01-29 04:42:18,726 - mmaction - INFO - Epoch [236][2020/2147] lr: 3.302e-03, eta: 20:12:01, time: 2.619, data_time: 0.006, memory: 16628, top1_acc: 0.6491, top5_acc: 0.8286, loss_cls: 1.4955, loss: 1.4955, grad_norm: 5.7924 2021-01-29 04:43:04,284 - mmaction - INFO - Epoch [236][2040/2147] lr: 3.302e-03, eta: 20:11:28, time: 2.277, data_time: 0.011, memory: 16628, top1_acc: 0.6487, top5_acc: 0.8411, loss_cls: 1.4519, loss: 1.4519, grad_norm: 5.8082 2021-01-29 04:43:34,673 - mmaction - INFO - Epoch [236][2060/2147] lr: 3.302e-03, eta: 20:10:54, time: 1.508, data_time: 0.012, memory: 16628, top1_acc: 0.6612, top5_acc: 0.8339, loss_cls: 1.4379, loss: 1.4379, grad_norm: 5.6860 2021-01-29 04:44:08,044 - mmaction - INFO - Epoch [236][2080/2147] lr: 3.302e-03, eta: 20:10:20, time: 1.682, data_time: 0.025, memory: 16628, top1_acc: 0.6536, top5_acc: 0.8379, loss_cls: 1.4639, loss: 1.4639, grad_norm: 5.8944 2021-01-29 04:44:39,907 - mmaction - INFO - Epoch [236][2100/2147] lr: 3.302e-03, eta: 20:09:46, time: 1.592, data_time: 0.029, memory: 16628, top1_acc: 0.6580, top5_acc: 0.8411, loss_cls: 1.4535, loss: 1.4535, grad_norm: 5.8439 2021-01-29 04:45:12,527 - mmaction - INFO - Epoch [236][2120/2147] lr: 3.302e-03, eta: 20:09:13, time: 1.629, data_time: 0.016, memory: 16628, top1_acc: 0.6388, top5_acc: 0.8339, loss_cls: 1.4920, loss: 1.4920, grad_norm: 6.0226 2021-01-29 04:45:44,448 - mmaction - INFO - Epoch [236][2140/2147] lr: 3.302e-03, eta: 20:08:39, time: 1.588, data_time: 0.013, memory: 16628, top1_acc: 0.6491, top5_acc: 0.8362, loss_cls: 1.4576, loss: 1.4576, grad_norm: 5.8103 2021-01-29 04:46:18,780 - mmaction - INFO - Saving checkpoint at 236 epochs 2021-01-29 04:54:24,793 - mmaction - INFO - Epoch [237][20/2147] lr: 2.997e-03, eta: 20:08:30, time: 23.842, data_time: 22.020, memory: 16628, top1_acc: 0.6589, top5_acc: 0.8379, loss_cls: 1.4563, loss: 1.4563, grad_norm: 5.8790 2021-01-29 04:55:00,418 - mmaction - INFO - Epoch [237][40/2147] lr: 2.997e-03, eta: 20:07:56, time: 1.780, data_time: 0.011, memory: 16628, top1_acc: 0.6513, top5_acc: 0.8442, loss_cls: 1.4322, loss: 1.4322, grad_norm: 5.8610 2021-01-29 04:55:38,582 - mmaction - INFO - Epoch [237][60/2147] lr: 2.997e-03, eta: 20:07:22, time: 1.914, data_time: 0.008, memory: 16628, top1_acc: 0.6473, top5_acc: 0.8429, loss_cls: 1.4602, loss: 1.4602, grad_norm: 5.9458 2021-01-29 04:56:10,014 - mmaction - INFO - Epoch [237][80/2147] lr: 2.997e-03, eta: 20:06:48, time: 1.570, data_time: 0.017, memory: 16628, top1_acc: 0.6589, top5_acc: 0.8437, loss_cls: 1.4257, loss: 1.4257, grad_norm: 5.8334 2021-01-29 04:56:58,532 - mmaction - INFO - Epoch [237][100/2147] lr: 2.997e-03, eta: 20:06:16, time: 2.411, data_time: 0.014, memory: 16628, top1_acc: 0.6598, top5_acc: 0.8366, loss_cls: 1.4482, loss: 1.4482, grad_norm: 5.7192 2021-01-29 04:57:28,397 - mmaction - INFO - Epoch [237][120/2147] lr: 2.997e-03, eta: 20:05:42, time: 1.503, data_time: 0.030, memory: 16628, top1_acc: 0.6763, top5_acc: 0.8536, loss_cls: 1.3662, loss: 1.3662, grad_norm: 5.7586 2021-01-29 04:57:58,564 - mmaction - INFO - Epoch [237][140/2147] lr: 2.997e-03, eta: 20:05:08, time: 1.513, data_time: 0.008, memory: 16628, top1_acc: 0.6554, top5_acc: 0.8442, loss_cls: 1.4467, loss: 1.4467, grad_norm: 5.8294 2021-01-29 04:58:28,129 - mmaction - INFO - Epoch [237][160/2147] lr: 2.997e-03, eta: 20:04:34, time: 1.478, data_time: 0.006, memory: 16628, top1_acc: 0.6531, top5_acc: 0.8348, loss_cls: 1.4599, loss: 1.4599, grad_norm: 5.7169 2021-01-29 04:58:56,651 - mmaction - INFO - Epoch [237][180/2147] lr: 2.997e-03, eta: 20:03:59, time: 1.428, data_time: 0.005, memory: 16628, top1_acc: 0.6612, top5_acc: 0.8527, loss_cls: 1.4211, loss: 1.4211, grad_norm: 5.8560 2021-01-29 04:59:28,495 - mmaction - INFO - Epoch [237][200/2147] lr: 2.997e-03, eta: 20:03:25, time: 1.589, data_time: 0.002, memory: 16628, top1_acc: 0.6442, top5_acc: 0.8402, loss_cls: 1.4871, loss: 1.4871, grad_norm: 5.9815 2021-01-29 04:59:57,801 - mmaction - INFO - Epoch [237][220/2147] lr: 2.997e-03, eta: 20:02:51, time: 1.463, data_time: 0.008, memory: 16628, top1_acc: 0.6643, top5_acc: 0.8487, loss_cls: 1.3996, loss: 1.3996, grad_norm: 5.7934 2021-01-29 05:00:31,921 - mmaction - INFO - Epoch [237][240/2147] lr: 2.997e-03, eta: 20:02:17, time: 1.703, data_time: 0.009, memory: 16628, top1_acc: 0.6652, top5_acc: 0.8513, loss_cls: 1.3889, loss: 1.3889, grad_norm: 5.7667 2021-01-29 05:01:01,957 - mmaction - INFO - Epoch [237][260/2147] lr: 2.997e-03, eta: 20:01:43, time: 1.505, data_time: 0.013, memory: 16628, top1_acc: 0.6647, top5_acc: 0.8487, loss_cls: 1.4150, loss: 1.4150, grad_norm: 5.6419 2021-01-29 05:01:32,580 - mmaction - INFO - Epoch [237][280/2147] lr: 2.997e-03, eta: 20:01:09, time: 1.536, data_time: 0.010, memory: 16628, top1_acc: 0.6719, top5_acc: 0.8536, loss_cls: 1.3540, loss: 1.3540, grad_norm: 5.6494 2021-01-29 05:02:03,779 - mmaction - INFO - Epoch [237][300/2147] lr: 2.997e-03, eta: 20:00:35, time: 1.558, data_time: 0.093, memory: 16628, top1_acc: 0.6554, top5_acc: 0.8464, loss_cls: 1.4187, loss: 1.4187, grad_norm: 5.7644 2021-01-29 05:02:38,340 - mmaction - INFO - Epoch [237][320/2147] lr: 2.997e-03, eta: 20:00:02, time: 1.712, data_time: 0.006, memory: 16628, top1_acc: 0.6643, top5_acc: 0.8415, loss_cls: 1.4163, loss: 1.4163, grad_norm: 5.7257 2021-01-29 05:03:13,322 - mmaction - INFO - Epoch [237][340/2147] lr: 2.997e-03, eta: 19:59:28, time: 1.762, data_time: 0.025, memory: 16628, top1_acc: 0.6701, top5_acc: 0.8482, loss_cls: 1.3636, loss: 1.3636, grad_norm: 5.7567 2021-01-29 05:03:44,921 - mmaction - INFO - Epoch [237][360/2147] lr: 2.997e-03, eta: 19:58:54, time: 1.574, data_time: 0.013, memory: 16628, top1_acc: 0.6594, top5_acc: 0.8393, loss_cls: 1.4249, loss: 1.4249, grad_norm: 5.8222 2021-01-29 05:04:16,377 - mmaction - INFO - Epoch [237][380/2147] lr: 2.997e-03, eta: 19:58:20, time: 1.583, data_time: 0.013, memory: 16628, top1_acc: 0.6464, top5_acc: 0.8446, loss_cls: 1.4411, loss: 1.4411, grad_norm: 5.8867 2021-01-29 05:04:48,885 - mmaction - INFO - Epoch [237][400/2147] lr: 2.997e-03, eta: 19:57:46, time: 1.613, data_time: 0.005, memory: 16628, top1_acc: 0.6540, top5_acc: 0.8496, loss_cls: 1.4360, loss: 1.4360, grad_norm: 5.8748 2021-01-29 05:05:19,683 - mmaction - INFO - Epoch [237][420/2147] lr: 2.997e-03, eta: 19:57:12, time: 1.547, data_time: 0.018, memory: 16628, top1_acc: 0.6607, top5_acc: 0.8473, loss_cls: 1.4215, loss: 1.4215, grad_norm: 5.7217 2021-01-29 05:05:56,983 - mmaction - INFO - Epoch [237][440/2147] lr: 2.997e-03, eta: 19:56:39, time: 1.863, data_time: 0.013, memory: 16628, top1_acc: 0.6607, top5_acc: 0.8357, loss_cls: 1.4556, loss: 1.4556, grad_norm: 5.8246 2021-01-29 05:06:28,025 - mmaction - INFO - Epoch [237][460/2147] lr: 2.997e-03, eta: 19:56:04, time: 1.558, data_time: 0.012, memory: 16628, top1_acc: 0.6509, top5_acc: 0.8393, loss_cls: 1.4670, loss: 1.4670, grad_norm: 5.8678 2021-01-29 05:07:06,618 - mmaction - INFO - Epoch [237][480/2147] lr: 2.997e-03, eta: 19:55:31, time: 1.931, data_time: 0.006, memory: 16628, top1_acc: 0.6491, top5_acc: 0.8438, loss_cls: 1.4569, loss: 1.4569, grad_norm: 5.8276 2021-01-29 05:07:38,012 - mmaction - INFO - Epoch [237][500/2147] lr: 2.997e-03, eta: 19:54:57, time: 1.563, data_time: 0.009, memory: 16628, top1_acc: 0.6478, top5_acc: 0.8371, loss_cls: 1.4449, loss: 1.4449, grad_norm: 5.8972 2021-01-29 05:08:09,155 - mmaction - INFO - Epoch [237][520/2147] lr: 2.997e-03, eta: 19:54:23, time: 1.558, data_time: 0.018, memory: 16628, top1_acc: 0.6576, top5_acc: 0.8411, loss_cls: 1.4348, loss: 1.4348, grad_norm: 5.8626 2021-01-29 05:08:38,712 - mmaction - INFO - Epoch [237][540/2147] lr: 2.997e-03, eta: 19:53:49, time: 1.479, data_time: 0.016, memory: 16628, top1_acc: 0.6491, top5_acc: 0.8460, loss_cls: 1.4586, loss: 1.4586, grad_norm: 5.9583 2021-01-29 05:09:16,665 - mmaction - INFO - Epoch [237][560/2147] lr: 2.997e-03, eta: 19:53:16, time: 1.891, data_time: 0.025, memory: 16628, top1_acc: 0.6504, top5_acc: 0.8362, loss_cls: 1.4817, loss: 1.4817, grad_norm: 6.0550 2021-01-29 05:09:52,410 - mmaction - INFO - Epoch [237][580/2147] lr: 2.997e-03, eta: 19:52:42, time: 1.791, data_time: 0.018, memory: 16628, top1_acc: 0.6478, top5_acc: 0.8371, loss_cls: 1.4800, loss: 1.4800, grad_norm: 5.9084 2021-01-29 05:10:21,715 - mmaction - INFO - Epoch [237][600/2147] lr: 2.997e-03, eta: 19:52:08, time: 1.468, data_time: 0.011, memory: 16628, top1_acc: 0.6513, top5_acc: 0.8388, loss_cls: 1.4587, loss: 1.4587, grad_norm: 5.8024 2021-01-29 05:10:57,175 - mmaction - INFO - Epoch [237][620/2147] lr: 2.997e-03, eta: 19:51:34, time: 1.776, data_time: 0.009, memory: 16628, top1_acc: 0.6687, top5_acc: 0.8496, loss_cls: 1.3980, loss: 1.3980, grad_norm: 5.6312 2021-01-29 05:11:27,189 - mmaction - INFO - Epoch [237][640/2147] lr: 2.997e-03, eta: 19:51:00, time: 1.500, data_time: 0.008, memory: 16628, top1_acc: 0.6562, top5_acc: 0.8478, loss_cls: 1.4018, loss: 1.4018, grad_norm: 5.8226 2021-01-29 05:12:15,165 - mmaction - INFO - Epoch [237][660/2147] lr: 2.997e-03, eta: 19:50:27, time: 2.393, data_time: 0.008, memory: 16628, top1_acc: 0.6460, top5_acc: 0.8513, loss_cls: 1.4214, loss: 1.4214, grad_norm: 5.8467 2021-01-29 05:12:50,616 - mmaction - INFO - Epoch [237][680/2147] lr: 2.997e-03, eta: 19:49:54, time: 1.780, data_time: 0.017, memory: 16628, top1_acc: 0.6545, top5_acc: 0.8393, loss_cls: 1.4493, loss: 1.4493, grad_norm: 5.7049 2021-01-29 05:13:20,845 - mmaction - INFO - Epoch [237][700/2147] lr: 2.997e-03, eta: 19:49:20, time: 1.511, data_time: 0.007, memory: 16628, top1_acc: 0.6567, top5_acc: 0.8509, loss_cls: 1.4165, loss: 1.4165, grad_norm: 5.8586 2021-01-29 05:13:50,685 - mmaction - INFO - Epoch [237][720/2147] lr: 2.997e-03, eta: 19:48:46, time: 1.489, data_time: 0.011, memory: 16628, top1_acc: 0.6446, top5_acc: 0.8362, loss_cls: 1.4689, loss: 1.4689, grad_norm: 6.0064 2021-01-29 05:14:19,501 - mmaction - INFO - Epoch [237][740/2147] lr: 2.997e-03, eta: 19:48:11, time: 1.440, data_time: 0.013, memory: 16628, top1_acc: 0.6714, top5_acc: 0.8442, loss_cls: 1.4277, loss: 1.4277, grad_norm: 5.8751 2021-01-29 05:14:52,253 - mmaction - INFO - Epoch [237][760/2147] lr: 2.997e-03, eta: 19:47:37, time: 1.639, data_time: 0.010, memory: 16628, top1_acc: 0.6603, top5_acc: 0.8429, loss_cls: 1.4330, loss: 1.4330, grad_norm: 5.7522 2021-01-29 05:15:27,323 - mmaction - INFO - Epoch [237][780/2147] lr: 2.997e-03, eta: 19:47:04, time: 1.756, data_time: 0.009, memory: 16628, top1_acc: 0.6487, top5_acc: 0.8442, loss_cls: 1.4872, loss: 1.4872, grad_norm: 5.9269 2021-01-29 05:15:57,124 - mmaction - INFO - Epoch [237][800/2147] lr: 2.997e-03, eta: 19:46:30, time: 1.489, data_time: 0.008, memory: 16628, top1_acc: 0.6536, top5_acc: 0.8469, loss_cls: 1.4677, loss: 1.4677, grad_norm: 5.7333 2021-01-29 05:16:26,289 - mmaction - INFO - Epoch [237][820/2147] lr: 2.997e-03, eta: 19:45:55, time: 1.462, data_time: 0.006, memory: 16628, top1_acc: 0.6607, top5_acc: 0.8442, loss_cls: 1.4241, loss: 1.4241, grad_norm: 5.8134 2021-01-29 05:16:56,555 - mmaction - INFO - Epoch [237][840/2147] lr: 2.997e-03, eta: 19:45:21, time: 1.511, data_time: 0.068, memory: 16628, top1_acc: 0.6513, top5_acc: 0.8438, loss_cls: 1.4572, loss: 1.4572, grad_norm: 5.7767 2021-01-29 05:17:27,832 - mmaction - INFO - Epoch [237][860/2147] lr: 2.997e-03, eta: 19:44:47, time: 1.561, data_time: 0.011, memory: 16628, top1_acc: 0.6554, top5_acc: 0.8393, loss_cls: 1.4360, loss: 1.4360, grad_norm: 5.8217 2021-01-29 05:17:57,263 - mmaction - INFO - Epoch [237][880/2147] lr: 2.997e-03, eta: 19:44:13, time: 1.468, data_time: 0.007, memory: 16628, top1_acc: 0.6692, top5_acc: 0.8384, loss_cls: 1.4113, loss: 1.4113, grad_norm: 5.8770 2021-01-29 05:18:26,979 - mmaction - INFO - Epoch [237][900/2147] lr: 2.997e-03, eta: 19:43:39, time: 1.493, data_time: 0.010, memory: 16628, top1_acc: 0.6277, top5_acc: 0.8259, loss_cls: 1.5713, loss: 1.5713, grad_norm: 6.0208 2021-01-29 05:19:04,824 - mmaction - INFO - Epoch [237][920/2147] lr: 2.997e-03, eta: 19:43:06, time: 1.885, data_time: 0.006, memory: 16628, top1_acc: 0.6625, top5_acc: 0.8487, loss_cls: 1.4068, loss: 1.4068, grad_norm: 5.8535 2021-01-29 05:19:40,750 - mmaction - INFO - Epoch [237][940/2147] lr: 2.997e-03, eta: 19:42:32, time: 1.793, data_time: 0.011, memory: 16628, top1_acc: 0.6580, top5_acc: 0.8384, loss_cls: 1.4879, loss: 1.4879, grad_norm: 5.9335 2021-01-29 05:20:13,762 - mmaction - INFO - Epoch [237][960/2147] lr: 2.997e-03, eta: 19:41:58, time: 1.658, data_time: 0.019, memory: 16628, top1_acc: 0.6509, top5_acc: 0.8513, loss_cls: 1.4349, loss: 1.4349, grad_norm: 6.0362 2021-01-29 05:20:44,659 - mmaction - INFO - Epoch [237][980/2147] lr: 2.997e-03, eta: 19:41:24, time: 1.531, data_time: 0.013, memory: 16628, top1_acc: 0.6362, top5_acc: 0.8250, loss_cls: 1.5341, loss: 1.5341, grad_norm: 6.0869 2021-01-29 05:21:23,680 - mmaction - INFO - Epoch [237][1000/2147] lr: 2.997e-03, eta: 19:40:51, time: 1.959, data_time: 0.024, memory: 16628, top1_acc: 0.6567, top5_acc: 0.8487, loss_cls: 1.4162, loss: 1.4162, grad_norm: 5.7083 2021-01-29 05:22:03,617 - mmaction - INFO - Epoch [237][1020/2147] lr: 2.997e-03, eta: 19:40:18, time: 2.000, data_time: 0.018, memory: 16628, top1_acc: 0.6665, top5_acc: 0.8464, loss_cls: 1.4018, loss: 1.4018, grad_norm: 5.9391 2021-01-29 05:22:33,827 - mmaction - INFO - Epoch [237][1040/2147] lr: 2.997e-03, eta: 19:39:43, time: 1.516, data_time: 0.019, memory: 16628, top1_acc: 0.6562, top5_acc: 0.8451, loss_cls: 1.4309, loss: 1.4309, grad_norm: 5.8470 2021-01-29 05:23:03,124 - mmaction - INFO - Epoch [237][1060/2147] lr: 2.997e-03, eta: 19:39:09, time: 1.466, data_time: 0.004, memory: 16628, top1_acc: 0.6616, top5_acc: 0.8469, loss_cls: 1.4422, loss: 1.4422, grad_norm: 5.8485 2021-01-29 05:23:45,510 - mmaction - INFO - Epoch [237][1080/2147] lr: 2.997e-03, eta: 19:38:36, time: 2.117, data_time: 0.013, memory: 16628, top1_acc: 0.6576, top5_acc: 0.8397, loss_cls: 1.4367, loss: 1.4367, grad_norm: 5.7827 2021-01-29 05:24:14,667 - mmaction - INFO - Epoch [237][1100/2147] lr: 2.997e-03, eta: 19:38:02, time: 1.458, data_time: 0.007, memory: 16628, top1_acc: 0.6763, top5_acc: 0.8491, loss_cls: 1.3691, loss: 1.3691, grad_norm: 5.6445 2021-01-29 05:24:57,850 - mmaction - INFO - Epoch [237][1120/2147] lr: 2.997e-03, eta: 19:37:29, time: 2.112, data_time: 0.007, memory: 16628, top1_acc: 0.6643, top5_acc: 0.8393, loss_cls: 1.4193, loss: 1.4193, grad_norm: 5.8134 2021-01-29 05:25:29,227 - mmaction - INFO - Epoch [237][1140/2147] lr: 2.997e-03, eta: 19:36:55, time: 1.618, data_time: 0.068, memory: 16628, top1_acc: 0.6353, top5_acc: 0.8321, loss_cls: 1.5176, loss: 1.5176, grad_norm: 5.8106 2021-01-29 05:26:01,247 - mmaction - INFO - Epoch [237][1160/2147] lr: 2.997e-03, eta: 19:36:21, time: 1.599, data_time: 0.004, memory: 16628, top1_acc: 0.6460, top5_acc: 0.8339, loss_cls: 1.4660, loss: 1.4660, grad_norm: 5.8491 2021-01-29 05:26:29,825 - mmaction - INFO - Epoch [237][1180/2147] lr: 2.997e-03, eta: 19:35:47, time: 1.431, data_time: 0.005, memory: 16628, top1_acc: 0.6487, top5_acc: 0.8375, loss_cls: 1.4638, loss: 1.4638, grad_norm: 5.8556 2021-01-29 05:27:07,879 - mmaction - INFO - Epoch [237][1200/2147] lr: 2.997e-03, eta: 19:35:13, time: 1.894, data_time: 0.087, memory: 16628, top1_acc: 0.6768, top5_acc: 0.8460, loss_cls: 1.3742, loss: 1.3742, grad_norm: 5.7640 2021-01-29 05:27:36,960 - mmaction - INFO - Epoch [237][1220/2147] lr: 2.997e-03, eta: 19:34:39, time: 1.460, data_time: 0.018, memory: 16628, top1_acc: 0.6527, top5_acc: 0.8420, loss_cls: 1.4952, loss: 1.4952, grad_norm: 5.9437 2021-01-29 05:28:15,404 - mmaction - INFO - Epoch [237][1240/2147] lr: 2.997e-03, eta: 19:34:06, time: 1.906, data_time: 0.017, memory: 16628, top1_acc: 0.6567, top5_acc: 0.8348, loss_cls: 1.4652, loss: 1.4652, grad_norm: 5.8123 2021-01-29 05:28:57,746 - mmaction - INFO - Epoch [237][1260/2147] lr: 2.997e-03, eta: 19:33:33, time: 2.124, data_time: 0.023, memory: 16628, top1_acc: 0.6540, top5_acc: 0.8353, loss_cls: 1.4437, loss: 1.4437, grad_norm: 5.7776 2021-01-29 05:29:32,647 - mmaction - INFO - Epoch [237][1280/2147] lr: 2.997e-03, eta: 19:32:59, time: 1.745, data_time: 0.018, memory: 16628, top1_acc: 0.6665, top5_acc: 0.8562, loss_cls: 1.3854, loss: 1.3854, grad_norm: 5.6565 2021-01-29 05:30:03,552 - mmaction - INFO - Epoch [237][1300/2147] lr: 2.997e-03, eta: 19:32:25, time: 1.557, data_time: 0.019, memory: 16628, top1_acc: 0.6567, top5_acc: 0.8339, loss_cls: 1.4600, loss: 1.4600, grad_norm: 5.7620 2021-01-29 05:30:34,903 - mmaction - INFO - Epoch [237][1320/2147] lr: 2.997e-03, eta: 19:31:51, time: 1.568, data_time: 0.004, memory: 16628, top1_acc: 0.6777, top5_acc: 0.8513, loss_cls: 1.3717, loss: 1.3717, grad_norm: 5.5713 2021-01-29 05:31:05,272 - mmaction - INFO - Epoch [237][1340/2147] lr: 2.997e-03, eta: 19:31:17, time: 1.511, data_time: 0.002, memory: 16628, top1_acc: 0.6545, top5_acc: 0.8384, loss_cls: 1.4449, loss: 1.4449, grad_norm: 5.7688 2021-01-29 05:31:37,949 - mmaction - INFO - Epoch [237][1360/2147] lr: 2.997e-03, eta: 19:30:43, time: 1.636, data_time: 0.017, memory: 16628, top1_acc: 0.6567, top5_acc: 0.8437, loss_cls: 1.4076, loss: 1.4076, grad_norm: 5.7104 2021-01-29 05:32:16,334 - mmaction - INFO - Epoch [237][1380/2147] lr: 2.997e-03, eta: 19:30:10, time: 1.925, data_time: 0.018, memory: 16628, top1_acc: 0.6482, top5_acc: 0.8540, loss_cls: 1.4215, loss: 1.4215, grad_norm: 5.8269 2021-01-29 05:32:46,244 - mmaction - INFO - Epoch [237][1400/2147] lr: 2.997e-03, eta: 19:29:36, time: 1.492, data_time: 0.005, memory: 16628, top1_acc: 0.6652, top5_acc: 0.8531, loss_cls: 1.3647, loss: 1.3647, grad_norm: 5.9202 2021-01-29 05:33:25,292 - mmaction - INFO - Epoch [237][1420/2147] lr: 2.997e-03, eta: 19:29:02, time: 1.947, data_time: 0.007, memory: 16628, top1_acc: 0.6603, top5_acc: 0.8384, loss_cls: 1.4275, loss: 1.4275, grad_norm: 5.9647 2021-01-29 05:33:58,529 - mmaction - INFO - Epoch [237][1440/2147] lr: 2.997e-03, eta: 19:28:28, time: 1.667, data_time: 0.025, memory: 16628, top1_acc: 0.6580, top5_acc: 0.8357, loss_cls: 1.4764, loss: 1.4764, grad_norm: 5.9752 2021-01-29 05:34:31,486 - mmaction - INFO - Epoch [237][1460/2147] lr: 2.997e-03, eta: 19:27:55, time: 1.649, data_time: 0.014, memory: 16628, top1_acc: 0.6496, top5_acc: 0.8335, loss_cls: 1.4814, loss: 1.4814, grad_norm: 5.8529 2021-01-29 05:35:08,529 - mmaction - INFO - Epoch [237][1480/2147] lr: 2.997e-03, eta: 19:27:21, time: 1.835, data_time: 0.007, memory: 16628, top1_acc: 0.6585, top5_acc: 0.8348, loss_cls: 1.4736, loss: 1.4736, grad_norm: 5.9696 2021-01-29 05:35:39,448 - mmaction - INFO - Epoch [237][1500/2147] lr: 2.997e-03, eta: 19:26:47, time: 1.565, data_time: 0.025, memory: 16628, top1_acc: 0.6683, top5_acc: 0.8598, loss_cls: 1.3269, loss: 1.3269, grad_norm: 5.6154 2021-01-29 05:36:12,594 - mmaction - INFO - Epoch [237][1520/2147] lr: 2.997e-03, eta: 19:26:13, time: 1.658, data_time: 0.006, memory: 16628, top1_acc: 0.6594, top5_acc: 0.8344, loss_cls: 1.4881, loss: 1.4881, grad_norm: 5.8265 2021-01-29 05:36:57,476 - mmaction - INFO - Epoch [237][1540/2147] lr: 2.997e-03, eta: 19:25:40, time: 2.229, data_time: 0.039, memory: 16628, top1_acc: 0.6643, top5_acc: 0.8469, loss_cls: 1.4124, loss: 1.4124, grad_norm: 5.7851 2021-01-29 05:37:27,266 - mmaction - INFO - Epoch [237][1560/2147] lr: 2.997e-03, eta: 19:25:06, time: 1.503, data_time: 0.028, memory: 16628, top1_acc: 0.6522, top5_acc: 0.8415, loss_cls: 1.4411, loss: 1.4411, grad_norm: 5.8759 2021-01-29 05:38:00,679 - mmaction - INFO - Epoch [237][1580/2147] lr: 2.997e-03, eta: 19:24:32, time: 1.670, data_time: 0.009, memory: 16628, top1_acc: 0.6687, top5_acc: 0.8420, loss_cls: 1.4513, loss: 1.4513, grad_norm: 5.8320 2021-01-29 05:38:34,508 - mmaction - INFO - Epoch [237][1600/2147] lr: 2.997e-03, eta: 19:23:59, time: 1.694, data_time: 0.013, memory: 16628, top1_acc: 0.6589, top5_acc: 0.8491, loss_cls: 1.4238, loss: 1.4238, grad_norm: 5.9390 2021-01-29 05:39:04,988 - mmaction - INFO - Epoch [237][1620/2147] lr: 2.997e-03, eta: 19:23:25, time: 1.520, data_time: 0.015, memory: 16628, top1_acc: 0.6397, top5_acc: 0.8375, loss_cls: 1.4725, loss: 1.4725, grad_norm: 5.9451 2021-01-29 05:39:52,231 - mmaction - INFO - Epoch [237][1640/2147] lr: 2.997e-03, eta: 19:22:52, time: 2.368, data_time: 0.029, memory: 16628, top1_acc: 0.6567, top5_acc: 0.8527, loss_cls: 1.4108, loss: 1.4108, grad_norm: 5.9962 2021-01-29 05:40:22,151 - mmaction - INFO - Epoch [237][1660/2147] lr: 2.997e-03, eta: 19:22:18, time: 1.490, data_time: 0.003, memory: 16628, top1_acc: 0.6647, top5_acc: 0.8437, loss_cls: 1.4326, loss: 1.4326, grad_norm: 5.7274 2021-01-29 05:40:50,597 - mmaction - INFO - Epoch [237][1680/2147] lr: 2.997e-03, eta: 19:21:44, time: 1.427, data_time: 0.010, memory: 16628, top1_acc: 0.6612, top5_acc: 0.8384, loss_cls: 1.4521, loss: 1.4521, grad_norm: 5.8744 2021-01-29 05:41:21,237 - mmaction - INFO - Epoch [237][1700/2147] lr: 2.997e-03, eta: 19:21:10, time: 1.528, data_time: 0.016, memory: 16628, top1_acc: 0.6536, top5_acc: 0.8411, loss_cls: 1.4172, loss: 1.4172, grad_norm: 5.7641 2021-01-29 05:41:57,220 - mmaction - INFO - Epoch [237][1720/2147] lr: 2.997e-03, eta: 19:20:36, time: 1.800, data_time: 0.016, memory: 16628, top1_acc: 0.6469, top5_acc: 0.8393, loss_cls: 1.4811, loss: 1.4811, grad_norm: 5.9835 2021-01-29 05:42:26,240 - mmaction - INFO - Epoch [237][1740/2147] lr: 2.997e-03, eta: 19:20:02, time: 1.454, data_time: 0.017, memory: 16628, top1_acc: 0.6567, top5_acc: 0.8357, loss_cls: 1.4648, loss: 1.4648, grad_norm: 6.0617 2021-01-29 05:43:04,653 - mmaction - INFO - Epoch [237][1760/2147] lr: 2.997e-03, eta: 19:19:28, time: 1.917, data_time: 0.006, memory: 16628, top1_acc: 0.6621, top5_acc: 0.8473, loss_cls: 1.4200, loss: 1.4200, grad_norm: 5.9485 2021-01-29 05:43:35,065 - mmaction - INFO - Epoch [237][1780/2147] lr: 2.997e-03, eta: 19:18:54, time: 1.525, data_time: 0.010, memory: 16628, top1_acc: 0.6397, top5_acc: 0.8286, loss_cls: 1.5443, loss: 1.5443, grad_norm: 6.1440 2021-01-29 05:44:07,478 - mmaction - INFO - Epoch [237][1800/2147] lr: 2.997e-03, eta: 19:18:20, time: 1.617, data_time: 0.003, memory: 16628, top1_acc: 0.6254, top5_acc: 0.8304, loss_cls: 1.5171, loss: 1.5171, grad_norm: 5.9968 2021-01-29 05:44:43,041 - mmaction - INFO - Epoch [237][1820/2147] lr: 2.997e-03, eta: 19:17:47, time: 1.782, data_time: 0.007, memory: 16628, top1_acc: 0.6424, top5_acc: 0.8455, loss_cls: 1.4450, loss: 1.4450, grad_norm: 5.8315 2021-01-29 05:45:15,662 - mmaction - INFO - Epoch [237][1840/2147] lr: 2.997e-03, eta: 19:17:13, time: 1.620, data_time: 0.012, memory: 16628, top1_acc: 0.6549, top5_acc: 0.8420, loss_cls: 1.4473, loss: 1.4473, grad_norm: 5.8635 2021-01-29 05:45:47,033 - mmaction - INFO - Epoch [237][1860/2147] lr: 2.997e-03, eta: 19:16:39, time: 1.572, data_time: 0.027, memory: 16628, top1_acc: 0.6768, top5_acc: 0.8603, loss_cls: 1.3642, loss: 1.3642, grad_norm: 5.6953 2021-01-29 05:46:19,539 - mmaction - INFO - Epoch [237][1880/2147] lr: 2.997e-03, eta: 19:16:05, time: 1.624, data_time: 0.015, memory: 16628, top1_acc: 0.6473, top5_acc: 0.8406, loss_cls: 1.4677, loss: 1.4677, grad_norm: 5.9542 2021-01-29 05:47:02,058 - mmaction - INFO - Epoch [237][1900/2147] lr: 2.997e-03, eta: 19:15:32, time: 2.132, data_time: 0.012, memory: 16628, top1_acc: 0.6629, top5_acc: 0.8424, loss_cls: 1.4139, loss: 1.4139, grad_norm: 5.8802 2021-01-29 05:47:36,316 - mmaction - INFO - Epoch [237][1920/2147] lr: 2.997e-03, eta: 19:14:58, time: 1.700, data_time: 0.014, memory: 16628, top1_acc: 0.6487, top5_acc: 0.8424, loss_cls: 1.4589, loss: 1.4589, grad_norm: 5.8698 2021-01-29 05:48:16,734 - mmaction - INFO - Epoch [237][1940/2147] lr: 2.997e-03, eta: 19:14:25, time: 2.024, data_time: 0.027, memory: 16628, top1_acc: 0.6326, top5_acc: 0.8281, loss_cls: 1.5347, loss: 1.5347, grad_norm: 6.0188 2021-01-29 05:48:45,662 - mmaction - INFO - Epoch [237][1960/2147] lr: 2.997e-03, eta: 19:13:51, time: 1.458, data_time: 0.017, memory: 16628, top1_acc: 0.6558, top5_acc: 0.8513, loss_cls: 1.4198, loss: 1.4198, grad_norm: 5.7612 2021-01-29 05:49:18,230 - mmaction - INFO - Epoch [237][1980/2147] lr: 2.997e-03, eta: 19:13:17, time: 1.626, data_time: 0.004, memory: 16628, top1_acc: 0.6504, top5_acc: 0.8429, loss_cls: 1.4501, loss: 1.4501, grad_norm: 5.8579 2021-01-29 05:49:48,707 - mmaction - INFO - Epoch [237][2000/2147] lr: 2.997e-03, eta: 19:12:43, time: 1.517, data_time: 0.007, memory: 16628, top1_acc: 0.6451, top5_acc: 0.8362, loss_cls: 1.4537, loss: 1.4537, grad_norm: 5.8886 2021-01-29 05:50:20,132 - mmaction - INFO - Epoch [237][2020/2147] lr: 2.997e-03, eta: 19:12:09, time: 1.577, data_time: 0.014, memory: 16628, top1_acc: 0.6603, top5_acc: 0.8402, loss_cls: 1.4368, loss: 1.4368, grad_norm: 5.7720 2021-01-29 05:51:03,905 - mmaction - INFO - Epoch [237][2040/2147] lr: 2.997e-03, eta: 19:11:36, time: 2.189, data_time: 0.009, memory: 16628, top1_acc: 0.6487, top5_acc: 0.8415, loss_cls: 1.4575, loss: 1.4575, grad_norm: 5.9584 2021-01-29 05:51:36,764 - mmaction - INFO - Epoch [237][2060/2147] lr: 2.997e-03, eta: 19:11:02, time: 1.640, data_time: 0.009, memory: 16628, top1_acc: 0.6491, top5_acc: 0.8362, loss_cls: 1.4863, loss: 1.4863, grad_norm: 6.0294 2021-01-29 05:52:20,108 - mmaction - INFO - Epoch [237][2080/2147] lr: 2.997e-03, eta: 19:10:29, time: 2.159, data_time: 0.071, memory: 16628, top1_acc: 0.6451, top5_acc: 0.8393, loss_cls: 1.4705, loss: 1.4705, grad_norm: 5.9573 2021-01-29 05:52:50,187 - mmaction - INFO - Epoch [237][2100/2147] lr: 2.997e-03, eta: 19:09:55, time: 1.510, data_time: 0.023, memory: 16628, top1_acc: 0.6616, top5_acc: 0.8371, loss_cls: 1.4439, loss: 1.4439, grad_norm: 5.7762 2021-01-29 05:53:35,285 - mmaction - INFO - Epoch [237][2120/2147] lr: 2.997e-03, eta: 19:09:22, time: 2.255, data_time: 0.010, memory: 16628, top1_acc: 0.6580, top5_acc: 0.8415, loss_cls: 1.4614, loss: 1.4614, grad_norm: 5.8661 2021-01-29 05:54:05,115 - mmaction - INFO - Epoch [237][2140/2147] lr: 2.997e-03, eta: 19:08:48, time: 1.484, data_time: 0.014, memory: 16628, top1_acc: 0.6612, top5_acc: 0.8366, loss_cls: 1.4556, loss: 1.4556, grad_norm: 5.7506 2021-01-29 06:01:13,531 - mmaction - INFO - Epoch [238][20/2147] lr: 2.706e-03, eta: 19:08:30, time: 19.442, data_time: 17.565, memory: 16628, top1_acc: 0.6576, top5_acc: 0.8437, loss_cls: 1.4092, loss: 1.4092, grad_norm: 5.6708 2021-01-29 06:01:53,683 - mmaction - INFO - Epoch [238][40/2147] lr: 2.706e-03, eta: 19:07:56, time: 2.010, data_time: 0.012, memory: 16628, top1_acc: 0.6701, top5_acc: 0.8545, loss_cls: 1.3993, loss: 1.3993, grad_norm: 5.8525 2021-01-29 06:02:25,753 - mmaction - INFO - Epoch [238][60/2147] lr: 2.706e-03, eta: 19:07:22, time: 1.593, data_time: 0.011, memory: 16628, top1_acc: 0.6692, top5_acc: 0.8545, loss_cls: 1.3526, loss: 1.3526, grad_norm: 5.7934 2021-01-29 06:02:58,661 - mmaction - INFO - Epoch [238][80/2147] lr: 2.706e-03, eta: 19:06:49, time: 1.651, data_time: 0.022, memory: 16628, top1_acc: 0.6647, top5_acc: 0.8406, loss_cls: 1.4527, loss: 1.4527, grad_norm: 5.7957 2021-01-29 06:03:29,418 - mmaction - INFO - Epoch [238][100/2147] lr: 2.706e-03, eta: 19:06:15, time: 1.536, data_time: 0.014, memory: 16628, top1_acc: 0.6656, top5_acc: 0.8589, loss_cls: 1.3572, loss: 1.3572, grad_norm: 5.8729 2021-01-29 06:03:58,712 - mmaction - INFO - Epoch [238][120/2147] lr: 2.706e-03, eta: 19:05:40, time: 1.470, data_time: 0.012, memory: 16628, top1_acc: 0.6652, top5_acc: 0.8527, loss_cls: 1.4029, loss: 1.4029, grad_norm: 5.8076 2021-01-29 06:04:27,683 - mmaction - INFO - Epoch [238][140/2147] lr: 2.706e-03, eta: 19:05:06, time: 1.449, data_time: 0.005, memory: 16628, top1_acc: 0.6647, top5_acc: 0.8571, loss_cls: 1.3601, loss: 1.3601, grad_norm: 5.7959 2021-01-29 06:04:56,512 - mmaction - INFO - Epoch [238][160/2147] lr: 2.706e-03, eta: 19:04:32, time: 1.439, data_time: 0.004, memory: 16628, top1_acc: 0.6446, top5_acc: 0.8357, loss_cls: 1.4805, loss: 1.4805, grad_norm: 6.0005 2021-01-29 06:05:28,502 - mmaction - INFO - Epoch [238][180/2147] lr: 2.706e-03, eta: 19:03:58, time: 1.599, data_time: 0.009, memory: 16628, top1_acc: 0.6710, top5_acc: 0.8460, loss_cls: 1.3878, loss: 1.3878, grad_norm: 5.6645 2021-01-29 06:05:58,603 - mmaction - INFO - Epoch [238][200/2147] lr: 2.706e-03, eta: 19:03:24, time: 1.507, data_time: 0.006, memory: 16628, top1_acc: 0.6594, top5_acc: 0.8397, loss_cls: 1.4273, loss: 1.4273, grad_norm: 5.7858 2021-01-29 06:06:30,294 - mmaction - INFO - Epoch [238][220/2147] lr: 2.706e-03, eta: 19:02:50, time: 1.570, data_time: 0.004, memory: 16628, top1_acc: 0.6674, top5_acc: 0.8634, loss_cls: 1.3577, loss: 1.3577, grad_norm: 5.7671 2021-01-29 06:07:17,413 - mmaction - INFO - Epoch [238][240/2147] lr: 2.706e-03, eta: 19:02:17, time: 2.360, data_time: 0.019, memory: 16628, top1_acc: 0.6665, top5_acc: 0.8513, loss_cls: 1.3987, loss: 1.3987, grad_norm: 6.0391 2021-01-29 06:07:48,087 - mmaction - INFO - Epoch [238][260/2147] lr: 2.706e-03, eta: 19:01:43, time: 1.542, data_time: 0.023, memory: 16628, top1_acc: 0.6634, top5_acc: 0.8531, loss_cls: 1.3906, loss: 1.3906, grad_norm: 5.9082 2021-01-29 06:08:20,803 - mmaction - INFO - Epoch [238][280/2147] lr: 2.706e-03, eta: 19:01:09, time: 1.626, data_time: 0.008, memory: 16628, top1_acc: 0.6589, top5_acc: 0.8424, loss_cls: 1.4432, loss: 1.4432, grad_norm: 5.8354 2021-01-29 06:08:49,655 - mmaction - INFO - Epoch [238][300/2147] lr: 2.706e-03, eta: 19:00:35, time: 1.456, data_time: 0.015, memory: 16628, top1_acc: 0.6496, top5_acc: 0.8496, loss_cls: 1.4419, loss: 1.4419, grad_norm: 5.9452 2021-01-29 06:09:32,113 - mmaction - INFO - Epoch [238][320/2147] lr: 2.706e-03, eta: 19:00:02, time: 2.102, data_time: 0.004, memory: 16628, top1_acc: 0.6562, top5_acc: 0.8464, loss_cls: 1.4394, loss: 1.4394, grad_norm: 5.9228 2021-01-29 06:10:01,497 - mmaction - INFO - Epoch [238][340/2147] lr: 2.706e-03, eta: 18:59:28, time: 1.489, data_time: 0.038, memory: 16628, top1_acc: 0.6621, top5_acc: 0.8308, loss_cls: 1.4433, loss: 1.4433, grad_norm: 5.9111 2021-01-29 06:10:32,227 - mmaction - INFO - Epoch [238][360/2147] lr: 2.706e-03, eta: 18:58:54, time: 1.532, data_time: 0.008, memory: 16628, top1_acc: 0.6585, top5_acc: 0.8504, loss_cls: 1.3944, loss: 1.3944, grad_norm: 5.9165 2021-01-29 06:11:05,292 - mmaction - INFO - Epoch [238][380/2147] lr: 2.706e-03, eta: 18:58:20, time: 1.659, data_time: 0.012, memory: 16628, top1_acc: 0.6763, top5_acc: 0.8545, loss_cls: 1.3648, loss: 1.3648, grad_norm: 5.8769 2021-01-29 06:11:36,920 - mmaction - INFO - Epoch [238][400/2147] lr: 2.706e-03, eta: 18:57:46, time: 1.580, data_time: 0.003, memory: 16628, top1_acc: 0.6540, top5_acc: 0.8504, loss_cls: 1.4567, loss: 1.4567, grad_norm: 5.9698 2021-01-29 06:12:18,090 - mmaction - INFO - Epoch [238][420/2147] lr: 2.706e-03, eta: 18:57:13, time: 2.041, data_time: 0.005, memory: 16628, top1_acc: 0.6781, top5_acc: 0.8549, loss_cls: 1.3514, loss: 1.3514, grad_norm: 5.7622 2021-01-29 06:12:52,672 - mmaction - INFO - Epoch [238][440/2147] lr: 2.706e-03, eta: 18:56:39, time: 1.744, data_time: 0.029, memory: 16628, top1_acc: 0.6473, top5_acc: 0.8536, loss_cls: 1.4338, loss: 1.4338, grad_norm: 6.0458 2021-01-29 06:13:38,708 - mmaction - INFO - Epoch [238][460/2147] lr: 2.706e-03, eta: 18:56:06, time: 2.294, data_time: 0.051, memory: 16628, top1_acc: 0.6710, top5_acc: 0.8545, loss_cls: 1.3877, loss: 1.3877, grad_norm: 5.7981 2021-01-29 06:14:08,024 - mmaction - INFO - Epoch [238][480/2147] lr: 2.706e-03, eta: 18:55:32, time: 1.476, data_time: 0.023, memory: 16628, top1_acc: 0.6692, top5_acc: 0.8478, loss_cls: 1.4200, loss: 1.4200, grad_norm: 5.8483 2021-01-29 06:14:38,256 - mmaction - INFO - Epoch [238][500/2147] lr: 2.706e-03, eta: 18:54:58, time: 1.499, data_time: 0.005, memory: 16628, top1_acc: 0.6562, top5_acc: 0.8424, loss_cls: 1.4280, loss: 1.4280, grad_norm: 5.9653 2021-01-29 06:15:08,753 - mmaction - INFO - Epoch [238][520/2147] lr: 2.706e-03, eta: 18:54:24, time: 1.526, data_time: 0.018, memory: 16628, top1_acc: 0.6763, top5_acc: 0.8513, loss_cls: 1.3947, loss: 1.3947, grad_norm: 5.9753 2021-01-29 06:15:45,930 - mmaction - INFO - Epoch [238][540/2147] lr: 2.706e-03, eta: 18:53:50, time: 1.865, data_time: 0.018, memory: 16628, top1_acc: 0.6576, top5_acc: 0.8464, loss_cls: 1.3943, loss: 1.3943, grad_norm: 5.9082 2021-01-29 06:16:23,937 - mmaction - INFO - Epoch [238][560/2147] lr: 2.706e-03, eta: 18:53:17, time: 1.899, data_time: 0.011, memory: 16628, top1_acc: 0.6643, top5_acc: 0.8478, loss_cls: 1.3876, loss: 1.3876, grad_norm: 5.7828 2021-01-29 06:17:05,477 - mmaction - INFO - Epoch [238][580/2147] lr: 2.706e-03, eta: 18:52:44, time: 2.079, data_time: 0.026, memory: 16628, top1_acc: 0.6589, top5_acc: 0.8393, loss_cls: 1.4280, loss: 1.4280, grad_norm: 5.8553 2021-01-29 06:17:38,772 - mmaction - INFO - Epoch [238][600/2147] lr: 2.706e-03, eta: 18:52:10, time: 1.665, data_time: 0.016, memory: 16628, top1_acc: 0.6665, top5_acc: 0.8616, loss_cls: 1.3710, loss: 1.3710, grad_norm: 5.8334 2021-01-29 06:18:13,770 - mmaction - INFO - Epoch [238][620/2147] lr: 2.706e-03, eta: 18:51:36, time: 1.754, data_time: 0.015, memory: 16628, top1_acc: 0.6643, top5_acc: 0.8442, loss_cls: 1.4249, loss: 1.4249, grad_norm: 5.8852 2021-01-29 06:18:43,577 - mmaction - INFO - Epoch [238][640/2147] lr: 2.706e-03, eta: 18:51:02, time: 1.493, data_time: 0.010, memory: 16628, top1_acc: 0.6665, top5_acc: 0.8460, loss_cls: 1.3546, loss: 1.3546, grad_norm: 5.8133 2021-01-29 06:19:14,777 - mmaction - INFO - Epoch [238][660/2147] lr: 2.706e-03, eta: 18:50:28, time: 1.556, data_time: 0.004, memory: 16628, top1_acc: 0.6705, top5_acc: 0.8536, loss_cls: 1.3736, loss: 1.3736, grad_norm: 5.8757 2021-01-29 06:19:48,943 - mmaction - INFO - Epoch [238][680/2147] lr: 2.706e-03, eta: 18:49:54, time: 1.710, data_time: 0.006, memory: 16628, top1_acc: 0.6558, top5_acc: 0.8344, loss_cls: 1.4640, loss: 1.4640, grad_norm: 5.9092 2021-01-29 06:20:18,078 - mmaction - INFO - Epoch [238][700/2147] lr: 2.706e-03, eta: 18:49:20, time: 1.452, data_time: 0.006, memory: 16628, top1_acc: 0.6647, top5_acc: 0.8406, loss_cls: 1.4191, loss: 1.4191, grad_norm: 5.9210 2021-01-29 06:20:50,016 - mmaction - INFO - Epoch [238][720/2147] lr: 2.706e-03, eta: 18:48:46, time: 1.602, data_time: 0.020, memory: 16628, top1_acc: 0.6723, top5_acc: 0.8487, loss_cls: 1.3940, loss: 1.3940, grad_norm: 5.8307 2021-01-29 06:21:18,819 - mmaction - INFO - Epoch [238][740/2147] lr: 2.706e-03, eta: 18:48:12, time: 1.440, data_time: 0.010, memory: 16628, top1_acc: 0.6621, top5_acc: 0.8473, loss_cls: 1.4147, loss: 1.4147, grad_norm: 5.7849 2021-01-29 06:22:04,295 - mmaction - INFO - Epoch [238][760/2147] lr: 2.706e-03, eta: 18:47:39, time: 2.261, data_time: 0.006, memory: 16628, top1_acc: 0.6714, top5_acc: 0.8496, loss_cls: 1.3857, loss: 1.3857, grad_norm: 5.9515 2021-01-29 06:22:42,031 - mmaction - INFO - Epoch [238][780/2147] lr: 2.706e-03, eta: 18:47:06, time: 1.891, data_time: 0.024, memory: 16628, top1_acc: 0.6634, top5_acc: 0.8478, loss_cls: 1.4006, loss: 1.4006, grad_norm: 6.0768 2021-01-29 06:23:14,747 - mmaction - INFO - Epoch [238][800/2147] lr: 2.706e-03, eta: 18:46:32, time: 1.640, data_time: 0.015, memory: 16628, top1_acc: 0.6562, top5_acc: 0.8478, loss_cls: 1.4096, loss: 1.4096, grad_norm: 6.1351 2021-01-29 06:23:48,050 - mmaction - INFO - Epoch [238][820/2147] lr: 2.706e-03, eta: 18:45:58, time: 1.661, data_time: 0.008, memory: 16628, top1_acc: 0.6545, top5_acc: 0.8402, loss_cls: 1.4370, loss: 1.4370, grad_norm: 6.0331 2021-01-29 06:24:21,785 - mmaction - INFO - Epoch [238][840/2147] lr: 2.706e-03, eta: 18:45:24, time: 1.688, data_time: 0.015, memory: 16628, top1_acc: 0.6513, top5_acc: 0.8433, loss_cls: 1.4256, loss: 1.4256, grad_norm: 5.9408 2021-01-29 06:24:51,278 - mmaction - INFO - Epoch [238][860/2147] lr: 2.706e-03, eta: 18:44:50, time: 1.483, data_time: 0.014, memory: 16628, top1_acc: 0.6728, top5_acc: 0.8585, loss_cls: 1.3678, loss: 1.3678, grad_norm: 5.8345 2021-01-29 06:25:22,050 - mmaction - INFO - Epoch [238][880/2147] lr: 2.706e-03, eta: 18:44:16, time: 1.529, data_time: 0.003, memory: 16628, top1_acc: 0.6536, top5_acc: 0.8335, loss_cls: 1.4714, loss: 1.4714, grad_norm: 6.0197 2021-01-29 06:25:54,014 - mmaction - INFO - Epoch [238][900/2147] lr: 2.706e-03, eta: 18:43:42, time: 1.606, data_time: 0.017, memory: 16628, top1_acc: 0.6491, top5_acc: 0.8357, loss_cls: 1.4590, loss: 1.4590, grad_norm: 5.9549 2021-01-29 06:26:29,608 - mmaction - INFO - Epoch [238][920/2147] lr: 2.706e-03, eta: 18:43:08, time: 1.771, data_time: 0.005, memory: 16628, top1_acc: 0.6879, top5_acc: 0.8638, loss_cls: 1.3013, loss: 1.3013, grad_norm: 5.6752 2021-01-29 06:27:07,528 - mmaction - INFO - Epoch [238][940/2147] lr: 2.706e-03, eta: 18:42:35, time: 1.902, data_time: 0.017, memory: 16628, top1_acc: 0.6656, top5_acc: 0.8469, loss_cls: 1.3982, loss: 1.3982, grad_norm: 5.9330 2021-01-29 06:27:42,509 - mmaction - INFO - Epoch [238][960/2147] lr: 2.706e-03, eta: 18:42:01, time: 1.742, data_time: 0.010, memory: 16628, top1_acc: 0.6576, top5_acc: 0.8487, loss_cls: 1.4273, loss: 1.4273, grad_norm: 6.0579 2021-01-29 06:28:15,411 - mmaction - INFO - Epoch [238][980/2147] lr: 2.706e-03, eta: 18:41:27, time: 1.649, data_time: 0.022, memory: 16628, top1_acc: 0.6647, top5_acc: 0.8487, loss_cls: 1.4141, loss: 1.4141, grad_norm: 6.0212 2021-01-29 06:28:50,784 - mmaction - INFO - Epoch [238][1000/2147] lr: 2.706e-03, eta: 18:40:53, time: 1.769, data_time: 0.015, memory: 16628, top1_acc: 0.6491, top5_acc: 0.8384, loss_cls: 1.4602, loss: 1.4602, grad_norm: 5.9725 2021-01-29 06:29:22,691 - mmaction - INFO - Epoch [238][1020/2147] lr: 2.706e-03, eta: 18:40:20, time: 1.603, data_time: 0.016, memory: 16628, top1_acc: 0.6473, top5_acc: 0.8263, loss_cls: 1.4882, loss: 1.4882, grad_norm: 5.9866 2021-01-29 06:29:55,885 - mmaction - INFO - Epoch [238][1040/2147] lr: 2.706e-03, eta: 18:39:46, time: 1.659, data_time: 0.005, memory: 16628, top1_acc: 0.6478, top5_acc: 0.8317, loss_cls: 1.4830, loss: 1.4830, grad_norm: 5.9914 2021-01-29 06:30:27,641 - mmaction - INFO - Epoch [238][1060/2147] lr: 2.706e-03, eta: 18:39:12, time: 1.577, data_time: 0.015, memory: 16628, top1_acc: 0.6567, top5_acc: 0.8379, loss_cls: 1.4624, loss: 1.4624, grad_norm: 5.9427 2021-01-29 06:31:01,154 - mmaction - INFO - Epoch [238][1080/2147] lr: 2.706e-03, eta: 18:38:38, time: 1.688, data_time: 0.028, memory: 16628, top1_acc: 0.6603, top5_acc: 0.8438, loss_cls: 1.4412, loss: 1.4412, grad_norm: 6.0370 2021-01-29 06:31:31,976 - mmaction - INFO - Epoch [238][1100/2147] lr: 2.706e-03, eta: 18:38:04, time: 1.528, data_time: 0.002, memory: 16628, top1_acc: 0.6679, top5_acc: 0.8621, loss_cls: 1.3216, loss: 1.3216, grad_norm: 5.7858 2021-01-29 06:32:04,805 - mmaction - INFO - Epoch [238][1120/2147] lr: 2.706e-03, eta: 18:37:30, time: 1.649, data_time: 0.022, memory: 16628, top1_acc: 0.6540, top5_acc: 0.8406, loss_cls: 1.4410, loss: 1.4410, grad_norm: 5.9691 2021-01-29 06:32:34,399 - mmaction - INFO - Epoch [238][1140/2147] lr: 2.706e-03, eta: 18:36:56, time: 1.485, data_time: 0.010, memory: 16628, top1_acc: 0.6616, top5_acc: 0.8545, loss_cls: 1.3977, loss: 1.3977, grad_norm: 5.9049 2021-01-29 06:33:11,685 - mmaction - INFO - Epoch [238][1160/2147] lr: 2.706e-03, eta: 18:36:22, time: 1.854, data_time: 0.002, memory: 16628, top1_acc: 0.6638, top5_acc: 0.8487, loss_cls: 1.3677, loss: 1.3677, grad_norm: 5.8363 2021-01-29 06:33:41,403 - mmaction - INFO - Epoch [238][1180/2147] lr: 2.706e-03, eta: 18:35:48, time: 1.491, data_time: 0.016, memory: 16628, top1_acc: 0.6482, top5_acc: 0.8446, loss_cls: 1.4460, loss: 1.4460, grad_norm: 6.0900 2021-01-29 06:34:19,973 - mmaction - INFO - Epoch [238][1200/2147] lr: 2.706e-03, eta: 18:35:15, time: 1.927, data_time: 0.021, memory: 16628, top1_acc: 0.6522, top5_acc: 0.8438, loss_cls: 1.4548, loss: 1.4548, grad_norm: 5.9771 2021-01-29 06:35:01,449 - mmaction - INFO - Epoch [238][1220/2147] lr: 2.706e-03, eta: 18:34:42, time: 2.076, data_time: 0.029, memory: 16628, top1_acc: 0.6634, top5_acc: 0.8446, loss_cls: 1.4195, loss: 1.4195, grad_norm: 5.9747 2021-01-29 06:35:35,454 - mmaction - INFO - Epoch [238][1240/2147] lr: 2.706e-03, eta: 18:34:08, time: 1.697, data_time: 0.014, memory: 16628, top1_acc: 0.6540, top5_acc: 0.8424, loss_cls: 1.4451, loss: 1.4451, grad_norm: 5.9345 2021-01-29 06:36:09,047 - mmaction - INFO - Epoch [238][1260/2147] lr: 2.706e-03, eta: 18:33:34, time: 1.677, data_time: 0.010, memory: 16628, top1_acc: 0.6665, top5_acc: 0.8473, loss_cls: 1.4121, loss: 1.4121, grad_norm: 5.8538 2021-01-29 06:36:42,417 - mmaction - INFO - Epoch [238][1280/2147] lr: 2.706e-03, eta: 18:33:00, time: 1.532, data_time: 0.024, memory: 16628, top1_acc: 0.6647, top5_acc: 0.8442, loss_cls: 1.4061, loss: 1.4061, grad_norm: 5.9249 2021-01-29 06:37:16,855 - mmaction - INFO - Epoch [238][1300/2147] lr: 2.706e-03, eta: 18:32:26, time: 1.848, data_time: 0.153, memory: 16628, top1_acc: 0.6513, top5_acc: 0.8357, loss_cls: 1.4478, loss: 1.4478, grad_norm: 6.0106 2021-01-29 06:37:48,805 - mmaction - INFO - Epoch [238][1320/2147] lr: 2.706e-03, eta: 18:31:52, time: 1.616, data_time: 0.030, memory: 16628, top1_acc: 0.6612, top5_acc: 0.8482, loss_cls: 1.4355, loss: 1.4355, grad_norm: 6.0748 2021-01-29 06:38:18,006 - mmaction - INFO - Epoch [238][1340/2147] lr: 2.706e-03, eta: 18:31:18, time: 1.461, data_time: 0.006, memory: 16628, top1_acc: 0.6692, top5_acc: 0.8478, loss_cls: 1.4055, loss: 1.4055, grad_norm: 5.8860 2021-01-29 06:38:46,891 - mmaction - INFO - Epoch [238][1360/2147] lr: 2.706e-03, eta: 18:30:44, time: 1.440, data_time: 0.007, memory: 16628, top1_acc: 0.6696, top5_acc: 0.8522, loss_cls: 1.3835, loss: 1.3835, grad_norm: 5.9537 2021-01-29 06:39:25,693 - mmaction - INFO - Epoch [238][1380/2147] lr: 2.706e-03, eta: 18:30:11, time: 1.946, data_time: 0.010, memory: 16628, top1_acc: 0.6643, top5_acc: 0.8491, loss_cls: 1.4015, loss: 1.4015, grad_norm: 5.9829 2021-01-29 06:40:01,483 - mmaction - INFO - Epoch [238][1400/2147] lr: 2.706e-03, eta: 18:29:37, time: 1.790, data_time: 0.002, memory: 16628, top1_acc: 0.6598, top5_acc: 0.8406, loss_cls: 1.4387, loss: 1.4387, grad_norm: 5.9577 2021-01-29 06:40:38,960 - mmaction - INFO - Epoch [238][1420/2147] lr: 2.706e-03, eta: 18:29:04, time: 1.866, data_time: 0.002, memory: 16628, top1_acc: 0.6545, top5_acc: 0.8540, loss_cls: 1.4282, loss: 1.4282, grad_norm: 6.0899 2021-01-29 06:41:10,908 - mmaction - INFO - Epoch [238][1440/2147] lr: 2.706e-03, eta: 18:28:30, time: 1.605, data_time: 0.022, memory: 16628, top1_acc: 0.6603, top5_acc: 0.8424, loss_cls: 1.4317, loss: 1.4317, grad_norm: 6.0501 2021-01-29 06:41:43,927 - mmaction - INFO - Epoch [238][1460/2147] lr: 2.706e-03, eta: 18:27:56, time: 1.529, data_time: 0.003, memory: 16628, top1_acc: 0.6696, top5_acc: 0.8415, loss_cls: 1.3796, loss: 1.3796, grad_norm: 5.8353 2021-01-29 06:42:20,698 - mmaction - INFO - Epoch [238][1480/2147] lr: 2.706e-03, eta: 18:27:22, time: 1.958, data_time: 0.126, memory: 16628, top1_acc: 0.6795, top5_acc: 0.8571, loss_cls: 1.3273, loss: 1.3273, grad_norm: 5.8722 2021-01-29 06:43:00,093 - mmaction - INFO - Epoch [238][1500/2147] lr: 2.706e-03, eta: 18:26:49, time: 1.951, data_time: 0.005, memory: 16628, top1_acc: 0.6473, top5_acc: 0.8433, loss_cls: 1.4527, loss: 1.4527, grad_norm: 6.1628 2021-01-29 06:43:33,598 - mmaction - INFO - Epoch [238][1520/2147] lr: 2.706e-03, eta: 18:26:15, time: 1.685, data_time: 0.033, memory: 16628, top1_acc: 0.6571, top5_acc: 0.8473, loss_cls: 1.4579, loss: 1.4579, grad_norm: 6.1359 2021-01-29 06:44:07,279 - mmaction - INFO - Epoch [238][1540/2147] lr: 2.706e-03, eta: 18:25:41, time: 1.688, data_time: 0.016, memory: 16628, top1_acc: 0.6522, top5_acc: 0.8460, loss_cls: 1.4459, loss: 1.4459, grad_norm: 5.8962 2021-01-29 06:44:37,251 - mmaction - INFO - Epoch [238][1560/2147] lr: 2.706e-03, eta: 18:25:07, time: 1.503, data_time: 0.011, memory: 16628, top1_acc: 0.6679, top5_acc: 0.8589, loss_cls: 1.3595, loss: 1.3595, grad_norm: 5.7532 2021-01-29 06:45:22,869 - mmaction - INFO - Epoch [238][1580/2147] lr: 2.706e-03, eta: 18:24:34, time: 2.268, data_time: 0.012, memory: 16628, top1_acc: 0.6437, top5_acc: 0.8429, loss_cls: 1.4536, loss: 1.4536, grad_norm: 6.1205 2021-01-29 06:45:51,775 - mmaction - INFO - Epoch [238][1600/2147] lr: 2.706e-03, eta: 18:24:00, time: 1.459, data_time: 0.021, memory: 16628, top1_acc: 0.6897, top5_acc: 0.8500, loss_cls: 1.3444, loss: 1.3444, grad_norm: 5.7276 2021-01-29 06:46:21,621 - mmaction - INFO - Epoch [238][1620/2147] lr: 2.706e-03, eta: 18:23:26, time: 1.486, data_time: 0.006, memory: 16628, top1_acc: 0.6393, top5_acc: 0.8420, loss_cls: 1.4575, loss: 1.4575, grad_norm: 6.1209 2021-01-29 06:46:57,307 - mmaction - INFO - Epoch [238][1640/2147] lr: 2.706e-03, eta: 18:22:52, time: 1.787, data_time: 0.013, memory: 16628, top1_acc: 0.6647, top5_acc: 0.8504, loss_cls: 1.3692, loss: 1.3692, grad_norm: 6.0092 2021-01-29 06:47:39,926 - mmaction - INFO - Epoch [238][1660/2147] lr: 2.706e-03, eta: 18:22:19, time: 2.130, data_time: 0.008, memory: 16628, top1_acc: 0.6540, top5_acc: 0.8509, loss_cls: 1.4134, loss: 1.4134, grad_norm: 6.1642 2021-01-29 06:48:11,095 - mmaction - INFO - Epoch [238][1680/2147] lr: 2.706e-03, eta: 18:21:45, time: 1.552, data_time: 0.017, memory: 16628, top1_acc: 0.6549, top5_acc: 0.8313, loss_cls: 1.4899, loss: 1.4899, grad_norm: 6.0125 2021-01-29 06:48:40,096 - mmaction - INFO - Epoch [238][1700/2147] lr: 2.706e-03, eta: 18:21:11, time: 1.461, data_time: 0.021, memory: 16628, top1_acc: 0.6710, top5_acc: 0.8594, loss_cls: 1.3654, loss: 1.3654, grad_norm: 5.8083 2021-01-29 06:49:09,084 - mmaction - INFO - Epoch [238][1720/2147] lr: 2.706e-03, eta: 18:20:37, time: 1.449, data_time: 0.007, memory: 16628, top1_acc: 0.6473, top5_acc: 0.8455, loss_cls: 1.4306, loss: 1.4306, grad_norm: 6.1542 2021-01-29 06:49:40,150 - mmaction - INFO - Epoch [238][1740/2147] lr: 2.706e-03, eta: 18:20:03, time: 1.555, data_time: 0.003, memory: 16628, top1_acc: 0.6473, top5_acc: 0.8330, loss_cls: 1.4688, loss: 1.4688, grad_norm: 6.0781 2021-01-29 06:50:14,149 - mmaction - INFO - Epoch [238][1760/2147] lr: 2.706e-03, eta: 18:19:29, time: 1.696, data_time: 0.001, memory: 16628, top1_acc: 0.6710, top5_acc: 0.8504, loss_cls: 1.3715, loss: 1.3715, grad_norm: 5.8532 2021-01-29 06:50:43,955 - mmaction - INFO - Epoch [238][1780/2147] lr: 2.706e-03, eta: 18:18:55, time: 1.493, data_time: 0.013, memory: 16628, top1_acc: 0.6750, top5_acc: 0.8491, loss_cls: 1.3763, loss: 1.3763, grad_norm: 5.8596 2021-01-29 06:51:18,906 - mmaction - INFO - Epoch [238][1800/2147] lr: 2.706e-03, eta: 18:18:21, time: 1.745, data_time: 0.011, memory: 16628, top1_acc: 0.6607, top5_acc: 0.8397, loss_cls: 1.4473, loss: 1.4473, grad_norm: 5.9070 2021-01-29 06:51:58,996 - mmaction - INFO - Epoch [238][1820/2147] lr: 2.706e-03, eta: 18:17:48, time: 2.005, data_time: 0.006, memory: 16628, top1_acc: 0.6612, top5_acc: 0.8531, loss_cls: 1.4112, loss: 1.4112, grad_norm: 5.8707 2021-01-29 06:52:29,330 - mmaction - INFO - Epoch [238][1840/2147] lr: 2.706e-03, eta: 18:17:14, time: 1.518, data_time: 0.006, memory: 16628, top1_acc: 0.6429, top5_acc: 0.8446, loss_cls: 1.4568, loss: 1.4568, grad_norm: 6.0803 2021-01-29 06:53:05,137 - mmaction - INFO - Epoch [238][1860/2147] lr: 2.706e-03, eta: 18:16:40, time: 1.792, data_time: 0.004, memory: 16628, top1_acc: 0.6549, top5_acc: 0.8446, loss_cls: 1.4337, loss: 1.4337, grad_norm: 5.9803 2021-01-29 06:53:42,731 - mmaction - INFO - Epoch [238][1880/2147] lr: 2.706e-03, eta: 18:16:07, time: 1.874, data_time: 0.003, memory: 16628, top1_acc: 0.6701, top5_acc: 0.8496, loss_cls: 1.3608, loss: 1.3608, grad_norm: 5.8958 2021-01-29 06:54:11,379 - mmaction - INFO - Epoch [238][1900/2147] lr: 2.706e-03, eta: 18:15:32, time: 1.438, data_time: 0.011, memory: 16628, top1_acc: 0.6527, top5_acc: 0.8442, loss_cls: 1.4433, loss: 1.4433, grad_norm: 6.1670 2021-01-29 06:54:41,285 - mmaction - INFO - Epoch [238][1920/2147] lr: 2.706e-03, eta: 18:14:58, time: 1.494, data_time: 0.001, memory: 16628, top1_acc: 0.6638, top5_acc: 0.8554, loss_cls: 1.3815, loss: 1.3815, grad_norm: 5.9936 2021-01-29 06:55:12,015 - mmaction - INFO - Epoch [238][1940/2147] lr: 2.706e-03, eta: 18:14:24, time: 1.536, data_time: 0.006, memory: 16628, top1_acc: 0.6393, top5_acc: 0.8308, loss_cls: 1.4873, loss: 1.4873, grad_norm: 6.2034 2021-01-29 06:55:45,853 - mmaction - INFO - Epoch [238][1960/2147] lr: 2.706e-03, eta: 18:13:50, time: 1.691, data_time: 0.004, memory: 16628, top1_acc: 0.6589, top5_acc: 0.8397, loss_cls: 1.4516, loss: 1.4516, grad_norm: 6.0218 2021-01-29 06:56:15,564 - mmaction - INFO - Epoch [238][1980/2147] lr: 2.706e-03, eta: 18:13:16, time: 1.484, data_time: 0.006, memory: 16628, top1_acc: 0.6513, top5_acc: 0.8442, loss_cls: 1.4456, loss: 1.4456, grad_norm: 6.1355 2021-01-29 06:56:57,008 - mmaction - INFO - Epoch [238][2000/2147] lr: 2.706e-03, eta: 18:12:43, time: 2.073, data_time: 0.015, memory: 16628, top1_acc: 0.6710, top5_acc: 0.8460, loss_cls: 1.3868, loss: 1.3868, grad_norm: 5.8388 2021-01-29 06:57:33,470 - mmaction - INFO - Epoch [238][2020/2147] lr: 2.706e-03, eta: 18:12:10, time: 1.823, data_time: 0.009, memory: 16628, top1_acc: 0.6683, top5_acc: 0.8379, loss_cls: 1.4639, loss: 1.4639, grad_norm: 5.9826 2021-01-29 06:58:06,270 - mmaction - INFO - Epoch [238][2040/2147] lr: 2.706e-03, eta: 18:11:36, time: 1.639, data_time: 0.013, memory: 16628, top1_acc: 0.6580, top5_acc: 0.8482, loss_cls: 1.4055, loss: 1.4055, grad_norm: 5.8940 2021-01-29 06:58:35,311 - mmaction - INFO - Epoch [238][2060/2147] lr: 2.706e-03, eta: 18:11:01, time: 1.448, data_time: 0.008, memory: 16628, top1_acc: 0.6473, top5_acc: 0.8375, loss_cls: 1.4730, loss: 1.4730, grad_norm: 6.0763 2021-01-29 06:59:05,004 - mmaction - INFO - Epoch [238][2080/2147] lr: 2.706e-03, eta: 18:10:27, time: 1.491, data_time: 0.011, memory: 16628, top1_acc: 0.6603, top5_acc: 0.8487, loss_cls: 1.4383, loss: 1.4383, grad_norm: 5.9971 2021-01-29 06:59:47,602 - mmaction - INFO - Epoch [238][2100/2147] lr: 2.706e-03, eta: 18:09:54, time: 2.108, data_time: 0.007, memory: 16628, top1_acc: 0.6554, top5_acc: 0.8411, loss_cls: 1.4426, loss: 1.4426, grad_norm: 6.0494 2021-01-29 07:00:18,072 - mmaction - INFO - Epoch [238][2120/2147] lr: 2.706e-03, eta: 18:09:20, time: 1.545, data_time: 0.033, memory: 16628, top1_acc: 0.6687, top5_acc: 0.8589, loss_cls: 1.3713, loss: 1.3713, grad_norm: 5.9190 2021-01-29 07:00:51,151 - mmaction - INFO - Epoch [238][2140/2147] lr: 2.706e-03, eta: 18:08:46, time: 1.653, data_time: 0.005, memory: 16628, top1_acc: 0.6692, top5_acc: 0.8451, loss_cls: 1.3931, loss: 1.3931, grad_norm: 5.9529 2021-01-29 07:07:41,355 - mmaction - INFO - Epoch [239][20/2147] lr: 2.430e-03, eta: 18:08:26, time: 18.941, data_time: 17.132, memory: 16628, top1_acc: 0.6621, top5_acc: 0.8482, loss_cls: 1.3958, loss: 1.3958, grad_norm: 5.9429 2021-01-29 07:08:11,234 - mmaction - INFO - Epoch [239][40/2147] lr: 2.430e-03, eta: 18:07:52, time: 1.498, data_time: 0.013, memory: 16628, top1_acc: 0.6589, top5_acc: 0.8442, loss_cls: 1.4547, loss: 1.4547, grad_norm: 5.9449 2021-01-29 07:08:45,026 - mmaction - INFO - Epoch [239][60/2147] lr: 2.430e-03, eta: 18:07:18, time: 1.687, data_time: 0.004, memory: 16628, top1_acc: 0.6603, top5_acc: 0.8478, loss_cls: 1.4114, loss: 1.4114, grad_norm: 5.8597 2021-01-29 07:09:16,644 - mmaction - INFO - Epoch [239][80/2147] lr: 2.430e-03, eta: 18:06:44, time: 1.582, data_time: 0.005, memory: 16628, top1_acc: 0.6670, top5_acc: 0.8469, loss_cls: 1.3847, loss: 1.3847, grad_norm: 5.8768 2021-01-29 07:10:00,630 - mmaction - INFO - Epoch [239][100/2147] lr: 2.430e-03, eta: 18:06:11, time: 2.183, data_time: 0.009, memory: 16628, top1_acc: 0.6754, top5_acc: 0.8500, loss_cls: 1.3417, loss: 1.3417, grad_norm: 5.8059 2021-01-29 07:10:30,840 - mmaction - INFO - Epoch [239][120/2147] lr: 2.430e-03, eta: 18:05:37, time: 1.527, data_time: 0.029, memory: 16628, top1_acc: 0.6719, top5_acc: 0.8451, loss_cls: 1.4140, loss: 1.4140, grad_norm: 5.9041 2021-01-29 07:11:00,850 - mmaction - INFO - Epoch [239][140/2147] lr: 2.430e-03, eta: 18:05:03, time: 1.502, data_time: 0.014, memory: 16628, top1_acc: 0.6683, top5_acc: 0.8554, loss_cls: 1.3865, loss: 1.3865, grad_norm: 5.9110 2021-01-29 07:11:31,170 - mmaction - INFO - Epoch [239][160/2147] lr: 2.430e-03, eta: 18:04:29, time: 1.512, data_time: 0.001, memory: 16628, top1_acc: 0.6670, top5_acc: 0.8558, loss_cls: 1.3459, loss: 1.3459, grad_norm: 5.8771 2021-01-29 07:12:11,731 - mmaction - INFO - Epoch [239][180/2147] lr: 2.430e-03, eta: 18:03:55, time: 2.024, data_time: 0.100, memory: 16628, top1_acc: 0.6790, top5_acc: 0.8545, loss_cls: 1.3550, loss: 1.3550, grad_norm: 5.9644 2021-01-29 07:12:44,409 - mmaction - INFO - Epoch [239][200/2147] lr: 2.430e-03, eta: 18:03:21, time: 1.642, data_time: 0.026, memory: 16628, top1_acc: 0.6549, top5_acc: 0.8379, loss_cls: 1.4640, loss: 1.4640, grad_norm: 5.8871 2021-01-29 07:13:14,605 - mmaction - INFO - Epoch [239][220/2147] lr: 2.430e-03, eta: 18:02:47, time: 1.510, data_time: 0.002, memory: 16628, top1_acc: 0.6647, top5_acc: 0.8487, loss_cls: 1.3868, loss: 1.3868, grad_norm: 5.9280 2021-01-29 07:13:48,026 - mmaction - INFO - Epoch [239][240/2147] lr: 2.430e-03, eta: 18:02:13, time: 1.663, data_time: 0.004, memory: 16628, top1_acc: 0.6696, top5_acc: 0.8500, loss_cls: 1.3997, loss: 1.3997, grad_norm: 5.9393 2021-01-29 07:14:18,666 - mmaction - INFO - Epoch [239][260/2147] lr: 2.430e-03, eta: 18:01:39, time: 1.526, data_time: 0.018, memory: 16628, top1_acc: 0.6683, top5_acc: 0.8500, loss_cls: 1.3705, loss: 1.3705, grad_norm: 5.7810 2021-01-29 07:14:51,215 - mmaction - INFO - Epoch [239][280/2147] lr: 2.430e-03, eta: 18:01:06, time: 1.641, data_time: 0.041, memory: 16628, top1_acc: 0.6884, top5_acc: 0.8652, loss_cls: 1.3061, loss: 1.3061, grad_norm: 5.9474 2021-01-29 07:15:22,161 - mmaction - INFO - Epoch [239][300/2147] lr: 2.430e-03, eta: 18:00:31, time: 1.531, data_time: 0.003, memory: 16628, top1_acc: 0.6607, top5_acc: 0.8446, loss_cls: 1.4170, loss: 1.4170, grad_norm: 6.1714 2021-01-29 07:15:51,755 - mmaction - INFO - Epoch [239][320/2147] lr: 2.430e-03, eta: 17:59:57, time: 1.495, data_time: 0.020, memory: 16628, top1_acc: 0.6741, top5_acc: 0.8509, loss_cls: 1.3434, loss: 1.3434, grad_norm: 5.9822 2021-01-29 07:16:20,461 - mmaction - INFO - Epoch [239][340/2147] lr: 2.430e-03, eta: 17:59:23, time: 1.435, data_time: 0.003, memory: 16628, top1_acc: 0.6531, top5_acc: 0.8411, loss_cls: 1.4482, loss: 1.4482, grad_norm: 6.0447 2021-01-29 07:16:59,547 - mmaction - INFO - Epoch [239][360/2147] lr: 2.430e-03, eta: 17:58:50, time: 1.954, data_time: 0.090, memory: 16628, top1_acc: 0.6741, top5_acc: 0.8460, loss_cls: 1.4039, loss: 1.4039, grad_norm: 5.8983 2021-01-29 07:17:31,880 - mmaction - INFO - Epoch [239][380/2147] lr: 2.430e-03, eta: 17:58:16, time: 1.613, data_time: 0.003, memory: 16628, top1_acc: 0.6536, top5_acc: 0.8411, loss_cls: 1.4436, loss: 1.4436, grad_norm: 5.8887 2021-01-29 07:18:02,689 - mmaction - INFO - Epoch [239][400/2147] lr: 2.430e-03, eta: 17:57:42, time: 1.534, data_time: 0.011, memory: 16628, top1_acc: 0.6750, top5_acc: 0.8393, loss_cls: 1.3977, loss: 1.3977, grad_norm: 5.8597 2021-01-29 07:18:33,783 - mmaction - INFO - Epoch [239][420/2147] lr: 2.430e-03, eta: 17:57:08, time: 1.549, data_time: 0.015, memory: 16628, top1_acc: 0.6701, top5_acc: 0.8513, loss_cls: 1.3504, loss: 1.3504, grad_norm: 5.7403 2021-01-29 07:19:02,687 - mmaction - INFO - Epoch [239][440/2147] lr: 2.430e-03, eta: 17:56:34, time: 1.461, data_time: 0.028, memory: 16628, top1_acc: 0.6688, top5_acc: 0.8580, loss_cls: 1.4002, loss: 1.4002, grad_norm: 5.9379 2021-01-29 07:19:35,082 - mmaction - INFO - Epoch [239][460/2147] lr: 2.430e-03, eta: 17:56:00, time: 1.619, data_time: 0.004, memory: 16628, top1_acc: 0.6549, top5_acc: 0.8451, loss_cls: 1.4261, loss: 1.4261, grad_norm: 5.9849 2021-01-29 07:20:09,914 - mmaction - INFO - Epoch [239][480/2147] lr: 2.430e-03, eta: 17:55:26, time: 1.742, data_time: 0.004, memory: 16628, top1_acc: 0.6612, top5_acc: 0.8371, loss_cls: 1.4264, loss: 1.4264, grad_norm: 5.8237 2021-01-29 07:20:43,662 - mmaction - INFO - Epoch [239][500/2147] lr: 2.430e-03, eta: 17:54:52, time: 1.669, data_time: 0.003, memory: 16628, top1_acc: 0.6371, top5_acc: 0.8357, loss_cls: 1.5072, loss: 1.5072, grad_norm: 6.2063 2021-01-29 07:21:18,224 - mmaction - INFO - Epoch [239][520/2147] lr: 2.430e-03, eta: 17:54:18, time: 1.731, data_time: 0.026, memory: 16628, top1_acc: 0.6500, top5_acc: 0.8446, loss_cls: 1.4581, loss: 1.4581, grad_norm: 6.0820 2021-01-29 07:21:50,603 - mmaction - INFO - Epoch [239][540/2147] lr: 2.430e-03, eta: 17:53:44, time: 1.636, data_time: 0.020, memory: 16628, top1_acc: 0.6777, top5_acc: 0.8545, loss_cls: 1.3511, loss: 1.3511, grad_norm: 6.0164 2021-01-29 07:22:24,139 - mmaction - INFO - Epoch [239][560/2147] lr: 2.430e-03, eta: 17:53:11, time: 1.667, data_time: 0.002, memory: 16628, top1_acc: 0.6482, top5_acc: 0.8406, loss_cls: 1.4745, loss: 1.4745, grad_norm: 6.2169 2021-01-29 07:22:53,106 - mmaction - INFO - Epoch [239][580/2147] lr: 2.430e-03, eta: 17:52:36, time: 1.456, data_time: 0.012, memory: 16628, top1_acc: 0.6732, top5_acc: 0.8473, loss_cls: 1.3673, loss: 1.3673, grad_norm: 5.9548 2021-01-29 07:23:25,536 - mmaction - INFO - Epoch [239][600/2147] lr: 2.430e-03, eta: 17:52:03, time: 1.623, data_time: 0.177, memory: 16628, top1_acc: 0.6853, top5_acc: 0.8545, loss_cls: 1.3389, loss: 1.3389, grad_norm: 5.7768 2021-01-29 07:23:57,299 - mmaction - INFO - Epoch [239][620/2147] lr: 2.430e-03, eta: 17:51:29, time: 1.585, data_time: 0.009, memory: 16628, top1_acc: 0.6571, top5_acc: 0.8402, loss_cls: 1.4454, loss: 1.4454, grad_norm: 6.0913 2021-01-29 07:24:27,197 - mmaction - INFO - Epoch [239][640/2147] lr: 2.430e-03, eta: 17:50:54, time: 1.496, data_time: 0.007, memory: 16628, top1_acc: 0.6634, top5_acc: 0.8473, loss_cls: 1.4203, loss: 1.4203, grad_norm: 6.1213 2021-01-29 07:24:58,450 - mmaction - INFO - Epoch [239][660/2147] lr: 2.430e-03, eta: 17:50:20, time: 1.563, data_time: 0.009, memory: 16628, top1_acc: 0.6741, top5_acc: 0.8420, loss_cls: 1.3773, loss: 1.3773, grad_norm: 5.6976 2021-01-29 07:25:27,469 - mmaction - INFO - Epoch [239][680/2147] lr: 2.430e-03, eta: 17:49:46, time: 1.443, data_time: 0.005, memory: 16628, top1_acc: 0.6687, top5_acc: 0.8393, loss_cls: 1.4302, loss: 1.4302, grad_norm: 6.0302 2021-01-29 07:25:58,651 - mmaction - INFO - Epoch [239][700/2147] lr: 2.430e-03, eta: 17:49:12, time: 1.567, data_time: 0.011, memory: 16628, top1_acc: 0.6795, top5_acc: 0.8562, loss_cls: 1.3611, loss: 1.3611, grad_norm: 5.7858 2021-01-29 07:26:35,030 - mmaction - INFO - Epoch [239][720/2147] lr: 2.430e-03, eta: 17:48:39, time: 1.737, data_time: 0.004, memory: 16628, top1_acc: 0.6473, top5_acc: 0.8433, loss_cls: 1.4505, loss: 1.4505, grad_norm: 6.1607 2021-01-29 07:27:12,449 - mmaction - INFO - Epoch [239][740/2147] lr: 2.430e-03, eta: 17:48:05, time: 1.954, data_time: 0.094, memory: 16628, top1_acc: 0.6643, top5_acc: 0.8384, loss_cls: 1.4095, loss: 1.4095, grad_norm: 6.1164 2021-01-29 07:27:46,570 - mmaction - INFO - Epoch [239][760/2147] lr: 2.430e-03, eta: 17:47:31, time: 1.705, data_time: 0.017, memory: 16628, top1_acc: 0.6585, top5_acc: 0.8362, loss_cls: 1.4311, loss: 1.4311, grad_norm: 6.0936 2021-01-29 07:28:18,099 - mmaction - INFO - Epoch [239][780/2147] lr: 2.430e-03, eta: 17:46:57, time: 1.578, data_time: 0.007, memory: 16628, top1_acc: 0.6701, top5_acc: 0.8487, loss_cls: 1.3885, loss: 1.3885, grad_norm: 5.9720 2021-01-29 07:28:50,113 - mmaction - INFO - Epoch [239][800/2147] lr: 2.430e-03, eta: 17:46:23, time: 1.601, data_time: 0.003, memory: 16628, top1_acc: 0.6696, top5_acc: 0.8487, loss_cls: 1.3861, loss: 1.3861, grad_norm: 6.0418 2021-01-29 07:29:19,368 - mmaction - INFO - Epoch [239][820/2147] lr: 2.430e-03, eta: 17:45:49, time: 1.462, data_time: 0.001, memory: 16628, top1_acc: 0.6629, top5_acc: 0.8522, loss_cls: 1.3892, loss: 1.3892, grad_norm: 5.9596 2021-01-29 07:29:55,445 - mmaction - INFO - Epoch [239][840/2147] lr: 2.430e-03, eta: 17:45:16, time: 1.801, data_time: 0.005, memory: 16628, top1_acc: 0.6536, top5_acc: 0.8402, loss_cls: 1.4305, loss: 1.4305, grad_norm: 6.0183 2021-01-29 07:30:31,224 - mmaction - INFO - Epoch [239][860/2147] lr: 2.430e-03, eta: 17:44:42, time: 1.781, data_time: 0.011, memory: 16628, top1_acc: 0.6643, top5_acc: 0.8455, loss_cls: 1.4290, loss: 1.4290, grad_norm: 6.0911 2021-01-29 07:31:02,794 - mmaction - INFO - Epoch [239][880/2147] lr: 2.430e-03, eta: 17:44:08, time: 1.587, data_time: 0.022, memory: 16628, top1_acc: 0.6701, top5_acc: 0.8491, loss_cls: 1.3839, loss: 1.3839, grad_norm: 6.0861 2021-01-29 07:31:35,294 - mmaction - INFO - Epoch [239][900/2147] lr: 2.430e-03, eta: 17:43:34, time: 1.457, data_time: 0.003, memory: 16628, top1_acc: 0.6746, top5_acc: 0.8482, loss_cls: 1.3866, loss: 1.3866, grad_norm: 5.8901 2021-01-29 07:32:24,508 - mmaction - INFO - Epoch [239][920/2147] lr: 2.430e-03, eta: 17:43:01, time: 2.620, data_time: 0.320, memory: 16628, top1_acc: 0.6518, top5_acc: 0.8371, loss_cls: 1.4795, loss: 1.4795, grad_norm: 6.2193 2021-01-29 07:33:01,621 - mmaction - INFO - Epoch [239][940/2147] lr: 2.430e-03, eta: 17:42:28, time: 1.865, data_time: 0.015, memory: 16628, top1_acc: 0.6500, top5_acc: 0.8411, loss_cls: 1.4823, loss: 1.4823, grad_norm: 6.2280 2021-01-29 07:33:33,998 - mmaction - INFO - Epoch [239][960/2147] lr: 2.430e-03, eta: 17:41:54, time: 1.618, data_time: 0.005, memory: 16628, top1_acc: 0.6612, top5_acc: 0.8406, loss_cls: 1.4442, loss: 1.4442, grad_norm: 6.0220 2021-01-29 07:34:07,971 - mmaction - INFO - Epoch [239][980/2147] lr: 2.430e-03, eta: 17:41:20, time: 1.701, data_time: 0.006, memory: 16628, top1_acc: 0.6638, top5_acc: 0.8424, loss_cls: 1.4000, loss: 1.4000, grad_norm: 5.9844 2021-01-29 07:34:44,768 - mmaction - INFO - Epoch [239][1000/2147] lr: 2.430e-03, eta: 17:40:46, time: 1.833, data_time: 0.006, memory: 16628, top1_acc: 0.6696, top5_acc: 0.8603, loss_cls: 1.3210, loss: 1.3210, grad_norm: 6.0105 2021-01-29 07:35:17,854 - mmaction - INFO - Epoch [239][1020/2147] lr: 2.430e-03, eta: 17:40:13, time: 1.648, data_time: 0.019, memory: 16628, top1_acc: 0.6558, top5_acc: 0.8473, loss_cls: 1.4049, loss: 1.4049, grad_norm: 6.0687 2021-01-29 07:35:58,962 - mmaction - INFO - Epoch [239][1040/2147] lr: 2.430e-03, eta: 17:39:39, time: 2.044, data_time: 0.018, memory: 16628, top1_acc: 0.6625, top5_acc: 0.8509, loss_cls: 1.3803, loss: 1.3803, grad_norm: 5.9842 2021-01-29 07:36:28,290 - mmaction - INFO - Epoch [239][1060/2147] lr: 2.430e-03, eta: 17:39:05, time: 1.489, data_time: 0.028, memory: 16628, top1_acc: 0.6705, top5_acc: 0.8509, loss_cls: 1.3758, loss: 1.3758, grad_norm: 5.8712 2021-01-29 07:37:07,594 - mmaction - INFO - Epoch [239][1080/2147] lr: 2.430e-03, eta: 17:38:32, time: 1.960, data_time: 0.010, memory: 16628, top1_acc: 0.6629, top5_acc: 0.8500, loss_cls: 1.4090, loss: 1.4090, grad_norm: 6.0583 2021-01-29 07:37:43,690 - mmaction - INFO - Epoch [239][1100/2147] lr: 2.430e-03, eta: 17:37:58, time: 1.808, data_time: 0.012, memory: 16628, top1_acc: 0.6536, top5_acc: 0.8366, loss_cls: 1.4525, loss: 1.4525, grad_norm: 6.0713 2021-01-29 07:38:16,644 - mmaction - INFO - Epoch [239][1120/2147] lr: 2.430e-03, eta: 17:37:24, time: 1.649, data_time: 0.006, memory: 16628, top1_acc: 0.6772, top5_acc: 0.8504, loss_cls: 1.4103, loss: 1.4103, grad_norm: 6.0270 2021-01-29 07:38:45,958 - mmaction - INFO - Epoch [239][1140/2147] lr: 2.430e-03, eta: 17:36:50, time: 1.469, data_time: 0.007, memory: 16628, top1_acc: 0.6652, top5_acc: 0.8451, loss_cls: 1.4004, loss: 1.4004, grad_norm: 6.0225 2021-01-29 07:39:18,250 - mmaction - INFO - Epoch [239][1160/2147] lr: 2.430e-03, eta: 17:36:16, time: 1.603, data_time: 0.004, memory: 16628, top1_acc: 0.6656, top5_acc: 0.8437, loss_cls: 1.4090, loss: 1.4090, grad_norm: 6.1272 2021-01-29 07:39:53,117 - mmaction - INFO - Epoch [239][1180/2147] lr: 2.430e-03, eta: 17:35:42, time: 1.750, data_time: 0.015, memory: 16628, top1_acc: 0.6607, top5_acc: 0.8522, loss_cls: 1.3722, loss: 1.3722, grad_norm: 5.9878 2021-01-29 07:40:24,268 - mmaction - INFO - Epoch [239][1200/2147] lr: 2.430e-03, eta: 17:35:08, time: 1.556, data_time: 0.012, memory: 16628, top1_acc: 0.6612, top5_acc: 0.8397, loss_cls: 1.4284, loss: 1.4284, grad_norm: 5.9980 2021-01-29 07:41:01,608 - mmaction - INFO - Epoch [239][1220/2147] lr: 2.430e-03, eta: 17:34:35, time: 1.874, data_time: 0.011, memory: 16628, top1_acc: 0.6656, top5_acc: 0.8335, loss_cls: 1.4548, loss: 1.4548, grad_norm: 6.1142 2021-01-29 07:41:30,885 - mmaction - INFO - Epoch [239][1240/2147] lr: 2.430e-03, eta: 17:34:01, time: 1.464, data_time: 0.007, memory: 16628, top1_acc: 0.6728, top5_acc: 0.8513, loss_cls: 1.3619, loss: 1.3619, grad_norm: 5.9717 2021-01-29 07:42:12,982 - mmaction - INFO - Epoch [239][1260/2147] lr: 2.430e-03, eta: 17:33:28, time: 2.096, data_time: 0.066, memory: 16628, top1_acc: 0.6679, top5_acc: 0.8562, loss_cls: 1.3773, loss: 1.3773, grad_norm: 5.9085 2021-01-29 07:42:46,945 - mmaction - INFO - Epoch [239][1280/2147] lr: 2.430e-03, eta: 17:32:54, time: 1.699, data_time: 0.017, memory: 16628, top1_acc: 0.6554, top5_acc: 0.8460, loss_cls: 1.4491, loss: 1.4491, grad_norm: 6.2333 2021-01-29 07:43:22,139 - mmaction - INFO - Epoch [239][1300/2147] lr: 2.430e-03, eta: 17:32:20, time: 1.766, data_time: 0.010, memory: 16628, top1_acc: 0.6777, top5_acc: 0.8616, loss_cls: 1.3077, loss: 1.3077, grad_norm: 5.8293 2021-01-29 07:43:55,539 - mmaction - INFO - Epoch [239][1320/2147] lr: 2.430e-03, eta: 17:31:46, time: 1.650, data_time: 0.007, memory: 16628, top1_acc: 0.6594, top5_acc: 0.8438, loss_cls: 1.4146, loss: 1.4146, grad_norm: 5.9506 2021-01-29 07:44:24,361 - mmaction - INFO - Epoch [239][1340/2147] lr: 2.430e-03, eta: 17:31:12, time: 1.463, data_time: 0.032, memory: 16628, top1_acc: 0.6871, top5_acc: 0.8589, loss_cls: 1.2966, loss: 1.2966, grad_norm: 5.8716 2021-01-29 07:44:54,883 - mmaction - INFO - Epoch [239][1360/2147] lr: 2.430e-03, eta: 17:30:38, time: 1.524, data_time: 0.004, memory: 16628, top1_acc: 0.6857, top5_acc: 0.8594, loss_cls: 1.3259, loss: 1.3259, grad_norm: 5.9040 2021-01-29 07:45:24,408 - mmaction - INFO - Epoch [239][1380/2147] lr: 2.430e-03, eta: 17:30:04, time: 1.478, data_time: 0.009, memory: 16628, top1_acc: 0.6504, top5_acc: 0.8451, loss_cls: 1.4297, loss: 1.4297, grad_norm: 6.3055 2021-01-29 07:45:56,241 - mmaction - INFO - Epoch [239][1400/2147] lr: 2.430e-03, eta: 17:29:30, time: 1.591, data_time: 0.002, memory: 16628, top1_acc: 0.6531, top5_acc: 0.8554, loss_cls: 1.4170, loss: 1.4170, grad_norm: 6.2345 2021-01-29 07:46:25,135 - mmaction - INFO - Epoch [239][1420/2147] lr: 2.430e-03, eta: 17:28:56, time: 1.440, data_time: 0.002, memory: 16628, top1_acc: 0.6576, top5_acc: 0.8518, loss_cls: 1.3927, loss: 1.3927, grad_norm: 5.9917 2021-01-29 07:47:19,042 - mmaction - INFO - Epoch [239][1440/2147] lr: 2.430e-03, eta: 17:28:23, time: 2.674, data_time: 0.011, memory: 16628, top1_acc: 0.6616, top5_acc: 0.8326, loss_cls: 1.4145, loss: 1.4145, grad_norm: 5.8870 2021-01-29 07:47:59,746 - mmaction - INFO - Epoch [239][1460/2147] lr: 2.430e-03, eta: 17:27:50, time: 2.041, data_time: 0.033, memory: 16628, top1_acc: 0.6598, top5_acc: 0.8384, loss_cls: 1.4352, loss: 1.4352, grad_norm: 5.9367 2021-01-29 07:48:31,774 - mmaction - INFO - Epoch [239][1480/2147] lr: 2.430e-03, eta: 17:27:16, time: 1.608, data_time: 0.032, memory: 16628, top1_acc: 0.6790, top5_acc: 0.8509, loss_cls: 1.3597, loss: 1.3597, grad_norm: 5.9318 2021-01-29 07:49:01,136 - mmaction - INFO - Epoch [239][1500/2147] lr: 2.430e-03, eta: 17:26:42, time: 1.477, data_time: 0.015, memory: 16628, top1_acc: 0.6478, top5_acc: 0.8424, loss_cls: 1.5049, loss: 1.5049, grad_norm: 6.1687 2021-01-29 07:49:32,741 - mmaction - INFO - Epoch [239][1520/2147] lr: 2.430e-03, eta: 17:26:08, time: 1.575, data_time: 0.009, memory: 16628, top1_acc: 0.6772, top5_acc: 0.8580, loss_cls: 1.3458, loss: 1.3458, grad_norm: 5.9997 2021-01-29 07:50:04,237 - mmaction - INFO - Epoch [239][1540/2147] lr: 2.430e-03, eta: 17:25:34, time: 1.578, data_time: 0.017, memory: 16628, top1_acc: 0.6647, top5_acc: 0.8442, loss_cls: 1.3938, loss: 1.3938, grad_norm: 6.0900 2021-01-29 07:50:38,611 - mmaction - INFO - Epoch [239][1560/2147] lr: 2.430e-03, eta: 17:25:00, time: 1.721, data_time: 0.038, memory: 16628, top1_acc: 0.6665, top5_acc: 0.8536, loss_cls: 1.3632, loss: 1.3632, grad_norm: 5.9458 2021-01-29 07:51:10,738 - mmaction - INFO - Epoch [239][1580/2147] lr: 2.430e-03, eta: 17:24:26, time: 1.599, data_time: 0.007, memory: 16628, top1_acc: 0.6603, top5_acc: 0.8527, loss_cls: 1.3669, loss: 1.3669, grad_norm: 5.9317 2021-01-29 07:51:46,819 - mmaction - INFO - Epoch [239][1600/2147] lr: 2.430e-03, eta: 17:23:53, time: 1.814, data_time: 0.013, memory: 16628, top1_acc: 0.6710, top5_acc: 0.8487, loss_cls: 1.3994, loss: 1.3994, grad_norm: 5.8710 2021-01-29 07:52:18,568 - mmaction - INFO - Epoch [239][1620/2147] lr: 2.430e-03, eta: 17:23:19, time: 1.583, data_time: 0.002, memory: 16628, top1_acc: 0.6808, top5_acc: 0.8585, loss_cls: 1.3369, loss: 1.3369, grad_norm: 5.9021 2021-01-29 07:52:56,865 - mmaction - INFO - Epoch [239][1640/2147] lr: 2.430e-03, eta: 17:22:45, time: 1.915, data_time: 0.008, memory: 16628, top1_acc: 0.6616, top5_acc: 0.8509, loss_cls: 1.4008, loss: 1.4008, grad_norm: 6.1323 2021-01-29 07:53:28,198 - mmaction - INFO - Epoch [239][1660/2147] lr: 2.430e-03, eta: 17:22:11, time: 1.566, data_time: 0.011, memory: 16628, top1_acc: 0.6647, top5_acc: 0.8455, loss_cls: 1.4203, loss: 1.4203, grad_norm: 5.9607 2021-01-29 07:54:04,857 - mmaction - INFO - Epoch [239][1680/2147] lr: 2.430e-03, eta: 17:21:38, time: 1.828, data_time: 0.010, memory: 16628, top1_acc: 0.6638, top5_acc: 0.8487, loss_cls: 1.4388, loss: 1.4388, grad_norm: 6.0214 2021-01-29 07:54:42,915 - mmaction - INFO - Epoch [239][1700/2147] lr: 2.430e-03, eta: 17:21:04, time: 1.908, data_time: 0.018, memory: 16628, top1_acc: 0.6518, top5_acc: 0.8286, loss_cls: 1.4482, loss: 1.4482, grad_norm: 6.0603 2021-01-29 07:55:21,133 - mmaction - INFO - Epoch [239][1720/2147] lr: 2.430e-03, eta: 17:20:31, time: 1.903, data_time: 0.011, memory: 16628, top1_acc: 0.6728, top5_acc: 0.8558, loss_cls: 1.3900, loss: 1.3900, grad_norm: 5.9401 2021-01-29 07:55:55,821 - mmaction - INFO - Epoch [239][1740/2147] lr: 2.430e-03, eta: 17:19:57, time: 1.747, data_time: 0.023, memory: 16628, top1_acc: 0.6674, top5_acc: 0.8527, loss_cls: 1.3774, loss: 1.3774, grad_norm: 6.0675 2021-01-29 07:56:26,408 - mmaction - INFO - Epoch [239][1760/2147] lr: 2.430e-03, eta: 17:19:23, time: 1.527, data_time: 0.003, memory: 16628, top1_acc: 0.6647, top5_acc: 0.8500, loss_cls: 1.3834, loss: 1.3834, grad_norm: 5.9484 2021-01-29 07:57:03,859 - mmaction - INFO - Epoch [239][1780/2147] lr: 2.430e-03, eta: 17:18:49, time: 1.869, data_time: 0.007, memory: 16628, top1_acc: 0.6647, top5_acc: 0.8460, loss_cls: 1.3793, loss: 1.3793, grad_norm: 5.8575 2021-01-29 07:57:43,324 - mmaction - INFO - Epoch [239][1800/2147] lr: 2.430e-03, eta: 17:18:16, time: 1.976, data_time: 0.011, memory: 16628, top1_acc: 0.6558, top5_acc: 0.8406, loss_cls: 1.4295, loss: 1.4295, grad_norm: 6.1386 2021-01-29 07:58:13,930 - mmaction - INFO - Epoch [239][1820/2147] lr: 2.430e-03, eta: 17:17:42, time: 1.525, data_time: 0.015, memory: 16628, top1_acc: 0.6830, top5_acc: 0.8504, loss_cls: 1.3564, loss: 1.3564, grad_norm: 6.0084 2021-01-29 07:58:48,481 - mmaction - INFO - Epoch [239][1840/2147] lr: 2.430e-03, eta: 17:17:08, time: 1.726, data_time: 0.020, memory: 16628, top1_acc: 0.6643, top5_acc: 0.8518, loss_cls: 1.4016, loss: 1.4016, grad_norm: 6.0339 2021-01-29 07:59:21,372 - mmaction - INFO - Epoch [239][1860/2147] lr: 2.430e-03, eta: 17:16:34, time: 1.656, data_time: 0.023, memory: 16628, top1_acc: 0.6683, top5_acc: 0.8473, loss_cls: 1.4180, loss: 1.4180, grad_norm: 5.9694 2021-01-29 07:59:49,907 - mmaction - INFO - Epoch [239][1880/2147] lr: 2.430e-03, eta: 17:16:00, time: 1.428, data_time: 0.007, memory: 16628, top1_acc: 0.6625, top5_acc: 0.8451, loss_cls: 1.4052, loss: 1.4052, grad_norm: 6.0229 2021-01-29 08:00:21,096 - mmaction - INFO - Epoch [239][1900/2147] lr: 2.430e-03, eta: 17:15:26, time: 1.551, data_time: 0.003, memory: 16628, top1_acc: 0.6808, top5_acc: 0.8513, loss_cls: 1.3704, loss: 1.3704, grad_norm: 5.8523 2021-01-29 08:00:56,825 - mmaction - INFO - Epoch [239][1920/2147] lr: 2.430e-03, eta: 17:14:52, time: 1.790, data_time: 0.020, memory: 16628, top1_acc: 0.6687, top5_acc: 0.8384, loss_cls: 1.4051, loss: 1.4051, grad_norm: 6.0795 2021-01-29 08:01:27,862 - mmaction - INFO - Epoch [239][1940/2147] lr: 2.430e-03, eta: 17:14:18, time: 1.553, data_time: 0.008, memory: 16628, top1_acc: 0.6737, top5_acc: 0.8558, loss_cls: 1.3502, loss: 1.3502, grad_norm: 5.9605 2021-01-29 08:02:02,176 - mmaction - INFO - Epoch [239][1960/2147] lr: 2.430e-03, eta: 17:13:44, time: 1.719, data_time: 0.006, memory: 16628, top1_acc: 0.6549, top5_acc: 0.8415, loss_cls: 1.4074, loss: 1.4074, grad_norm: 6.1004 2021-01-29 08:02:35,578 - mmaction - INFO - Epoch [239][1980/2147] lr: 2.430e-03, eta: 17:13:11, time: 1.661, data_time: 0.009, memory: 16628, top1_acc: 0.6549, top5_acc: 0.8371, loss_cls: 1.4725, loss: 1.4725, grad_norm: 6.2988 2021-01-29 08:03:13,747 - mmaction - INFO - Epoch [239][2000/2147] lr: 2.430e-03, eta: 17:12:37, time: 1.907, data_time: 0.032, memory: 16628, top1_acc: 0.6661, top5_acc: 0.8567, loss_cls: 1.3727, loss: 1.3727, grad_norm: 6.0983 2021-01-29 08:03:49,956 - mmaction - INFO - Epoch [239][2020/2147] lr: 2.430e-03, eta: 17:12:03, time: 1.808, data_time: 0.017, memory: 16628, top1_acc: 0.6625, top5_acc: 0.8460, loss_cls: 1.3872, loss: 1.3872, grad_norm: 6.0736 2021-01-29 08:04:19,526 - mmaction - INFO - Epoch [239][2040/2147] lr: 2.430e-03, eta: 17:11:29, time: 1.484, data_time: 0.016, memory: 16628, top1_acc: 0.6562, top5_acc: 0.8580, loss_cls: 1.4033, loss: 1.4033, grad_norm: 6.0973 2021-01-29 08:04:52,057 - mmaction - INFO - Epoch [239][2060/2147] lr: 2.430e-03, eta: 17:10:55, time: 1.625, data_time: 0.011, memory: 16628, top1_acc: 0.6674, top5_acc: 0.8482, loss_cls: 1.3990, loss: 1.3990, grad_norm: 5.8801 2021-01-29 08:05:24,822 - mmaction - INFO - Epoch [239][2080/2147] lr: 2.430e-03, eta: 17:10:22, time: 1.639, data_time: 0.021, memory: 16628, top1_acc: 0.6746, top5_acc: 0.8393, loss_cls: 1.3846, loss: 1.3846, grad_norm: 5.9416 2021-01-29 08:05:53,814 - mmaction - INFO - Epoch [239][2100/2147] lr: 2.430e-03, eta: 17:09:47, time: 1.453, data_time: 0.010, memory: 16628, top1_acc: 0.6580, top5_acc: 0.8317, loss_cls: 1.4737, loss: 1.4737, grad_norm: 6.0975 2021-01-29 08:06:22,413 - mmaction - INFO - Epoch [239][2120/2147] lr: 2.430e-03, eta: 17:09:13, time: 1.434, data_time: 0.010, memory: 16628, top1_acc: 0.6705, top5_acc: 0.8420, loss_cls: 1.3970, loss: 1.3970, grad_norm: 5.9626 2021-01-29 08:06:59,706 - mmaction - INFO - Epoch [239][2140/2147] lr: 2.430e-03, eta: 17:08:40, time: 1.865, data_time: 0.010, memory: 16628, top1_acc: 0.6589, top5_acc: 0.8437, loss_cls: 1.3982, loss: 1.3982, grad_norm: 5.9587 2021-01-29 08:14:21,525 - mmaction - INFO - Epoch [240][20/2147] lr: 2.168e-03, eta: 17:08:20, time: 20.425, data_time: 18.608, memory: 16628, top1_acc: 0.6804, top5_acc: 0.8585, loss_cls: 1.3127, loss: 1.3127, grad_norm: 5.8588 2021-01-29 08:14:51,446 - mmaction - INFO - Epoch [240][40/2147] lr: 2.168e-03, eta: 17:07:46, time: 1.502, data_time: 0.011, memory: 16628, top1_acc: 0.6786, top5_acc: 0.8518, loss_cls: 1.3472, loss: 1.3472, grad_norm: 5.6961 2021-01-29 08:15:20,373 - mmaction - INFO - Epoch [240][60/2147] lr: 2.168e-03, eta: 17:07:12, time: 1.441, data_time: 0.004, memory: 16628, top1_acc: 0.6554, top5_acc: 0.8379, loss_cls: 1.4388, loss: 1.4388, grad_norm: 6.0799 2021-01-29 08:15:52,439 - mmaction - INFO - Epoch [240][80/2147] lr: 2.168e-03, eta: 17:06:38, time: 1.600, data_time: 0.020, memory: 16628, top1_acc: 0.6594, top5_acc: 0.8487, loss_cls: 1.4261, loss: 1.4261, grad_norm: 6.1767 2021-01-29 08:16:28,011 - mmaction - INFO - Epoch [240][100/2147] lr: 2.168e-03, eta: 17:06:04, time: 1.777, data_time: 0.013, memory: 16628, top1_acc: 0.6576, top5_acc: 0.8536, loss_cls: 1.3866, loss: 1.3866, grad_norm: 6.2245 2021-01-29 08:16:56,579 - mmaction - INFO - Epoch [240][120/2147] lr: 2.168e-03, eta: 17:05:30, time: 1.438, data_time: 0.021, memory: 16628, top1_acc: 0.6705, top5_acc: 0.8527, loss_cls: 1.3576, loss: 1.3576, grad_norm: 6.0832 2021-01-29 08:17:25,867 - mmaction - INFO - Epoch [240][140/2147] lr: 2.168e-03, eta: 17:04:56, time: 1.463, data_time: 0.006, memory: 16628, top1_acc: 0.6687, top5_acc: 0.8518, loss_cls: 1.3536, loss: 1.3536, grad_norm: 5.8388 2021-01-29 08:17:57,531 - mmaction - INFO - Epoch [240][160/2147] lr: 2.168e-03, eta: 17:04:22, time: 1.577, data_time: 0.011, memory: 16628, top1_acc: 0.6576, top5_acc: 0.8455, loss_cls: 1.4175, loss: 1.4175, grad_norm: 6.1782 2021-01-29 08:18:31,416 - mmaction - INFO - Epoch [240][180/2147] lr: 2.168e-03, eta: 17:03:48, time: 1.683, data_time: 0.017, memory: 16628, top1_acc: 0.6812, top5_acc: 0.8446, loss_cls: 1.3531, loss: 1.3531, grad_norm: 6.0067 2021-01-29 08:19:05,043 - mmaction - INFO - Epoch [240][200/2147] lr: 2.168e-03, eta: 17:03:14, time: 1.682, data_time: 0.027, memory: 16628, top1_acc: 0.6821, top5_acc: 0.8554, loss_cls: 1.3396, loss: 1.3396, grad_norm: 6.0139 2021-01-29 08:19:34,810 - mmaction - INFO - Epoch [240][220/2147] lr: 2.168e-03, eta: 17:02:40, time: 1.502, data_time: 0.023, memory: 16628, top1_acc: 0.6607, top5_acc: 0.8464, loss_cls: 1.4264, loss: 1.4264, grad_norm: 6.1822 2021-01-29 08:20:06,614 - mmaction - INFO - Epoch [240][240/2147] lr: 2.168e-03, eta: 17:02:06, time: 1.579, data_time: 0.016, memory: 16628, top1_acc: 0.6616, top5_acc: 0.8406, loss_cls: 1.4281, loss: 1.4281, grad_norm: 6.0952 2021-01-29 08:20:41,056 - mmaction - INFO - Epoch [240][260/2147] lr: 2.168e-03, eta: 17:01:32, time: 1.728, data_time: 0.038, memory: 16628, top1_acc: 0.6812, top5_acc: 0.8518, loss_cls: 1.3729, loss: 1.3729, grad_norm: 6.0759 2021-01-29 08:21:14,557 - mmaction - INFO - Epoch [240][280/2147] lr: 2.168e-03, eta: 17:00:58, time: 1.682, data_time: 0.014, memory: 16628, top1_acc: 0.6705, top5_acc: 0.8562, loss_cls: 1.3591, loss: 1.3591, grad_norm: 5.9855 2021-01-29 08:22:05,483 - mmaction - INFO - Epoch [240][300/2147] lr: 2.168e-03, eta: 17:00:26, time: 2.541, data_time: 0.006, memory: 16628, top1_acc: 0.6781, top5_acc: 0.8562, loss_cls: 1.3379, loss: 1.3379, grad_norm: 5.9653 2021-01-29 08:22:38,174 - mmaction - INFO - Epoch [240][320/2147] lr: 2.168e-03, eta: 16:59:52, time: 1.644, data_time: 0.017, memory: 16628, top1_acc: 0.6580, top5_acc: 0.8433, loss_cls: 1.4031, loss: 1.4031, grad_norm: 6.0758 2021-01-29 08:23:08,233 - mmaction - INFO - Epoch [240][340/2147] lr: 2.168e-03, eta: 16:59:18, time: 1.503, data_time: 0.007, memory: 16628, top1_acc: 0.6687, top5_acc: 0.8527, loss_cls: 1.3830, loss: 1.3830, grad_norm: 6.1156 2021-01-29 08:23:38,351 - mmaction - INFO - Epoch [240][360/2147] lr: 2.168e-03, eta: 16:58:43, time: 1.506, data_time: 0.010, memory: 16628, top1_acc: 0.6661, top5_acc: 0.8438, loss_cls: 1.3972, loss: 1.3972, grad_norm: 5.8807 2021-01-29 08:24:08,277 - mmaction - INFO - Epoch [240][380/2147] lr: 2.168e-03, eta: 16:58:09, time: 1.494, data_time: 0.009, memory: 16628, top1_acc: 0.6705, top5_acc: 0.8545, loss_cls: 1.3527, loss: 1.3527, grad_norm: 6.0621 2021-01-29 08:24:38,762 - mmaction - INFO - Epoch [240][400/2147] lr: 2.168e-03, eta: 16:57:35, time: 1.527, data_time: 0.010, memory: 16628, top1_acc: 0.6781, top5_acc: 0.8464, loss_cls: 1.3627, loss: 1.3627, grad_norm: 5.9841 2021-01-29 08:25:11,765 - mmaction - INFO - Epoch [240][420/2147] lr: 2.168e-03, eta: 16:57:01, time: 1.648, data_time: 0.010, memory: 16628, top1_acc: 0.6692, top5_acc: 0.8504, loss_cls: 1.3826, loss: 1.3826, grad_norm: 5.9591 2021-01-29 08:25:43,445 - mmaction - INFO - Epoch [240][440/2147] lr: 2.168e-03, eta: 16:56:27, time: 1.583, data_time: 0.006, memory: 16628, top1_acc: 0.6728, top5_acc: 0.8496, loss_cls: 1.3862, loss: 1.3862, grad_norm: 5.9057 2021-01-29 08:26:13,869 - mmaction - INFO - Epoch [240][460/2147] lr: 2.168e-03, eta: 16:55:53, time: 1.517, data_time: 0.006, memory: 16628, top1_acc: 0.6799, top5_acc: 0.8536, loss_cls: 1.3633, loss: 1.3633, grad_norm: 5.8006 2021-01-29 08:26:44,270 - mmaction - INFO - Epoch [240][480/2147] lr: 2.168e-03, eta: 16:55:19, time: 1.491, data_time: 0.022, memory: 16628, top1_acc: 0.6790, top5_acc: 0.8504, loss_cls: 1.3509, loss: 1.3509, grad_norm: 5.9800 2021-01-29 08:27:17,217 - mmaction - INFO - Epoch [240][500/2147] lr: 2.168e-03, eta: 16:54:45, time: 1.675, data_time: 0.044, memory: 16628, top1_acc: 0.6839, top5_acc: 0.8607, loss_cls: 1.3430, loss: 1.3430, grad_norm: 6.1193 2021-01-29 08:27:49,428 - mmaction - INFO - Epoch [240][520/2147] lr: 2.168e-03, eta: 16:54:11, time: 1.616, data_time: 0.012, memory: 16628, top1_acc: 0.6652, top5_acc: 0.8473, loss_cls: 1.3729, loss: 1.3729, grad_norm: 6.0001 2021-01-29 08:28:18,993 - mmaction - INFO - Epoch [240][540/2147] lr: 2.168e-03, eta: 16:53:37, time: 1.472, data_time: 0.005, memory: 16628, top1_acc: 0.6951, top5_acc: 0.8665, loss_cls: 1.2847, loss: 1.2847, grad_norm: 5.7701 2021-01-29 08:28:51,406 - mmaction - INFO - Epoch [240][560/2147] lr: 2.168e-03, eta: 16:53:03, time: 1.627, data_time: 0.019, memory: 16628, top1_acc: 0.6746, top5_acc: 0.8545, loss_cls: 1.3514, loss: 1.3514, grad_norm: 5.9020 2021-01-29 08:29:22,842 - mmaction - INFO - Epoch [240][580/2147] lr: 2.168e-03, eta: 16:52:29, time: 1.563, data_time: 0.007, memory: 16628, top1_acc: 0.6746, top5_acc: 0.8420, loss_cls: 1.4038, loss: 1.4038, grad_norm: 6.1154 2021-01-29 08:29:54,334 - mmaction - INFO - Epoch [240][600/2147] lr: 2.168e-03, eta: 16:51:55, time: 1.581, data_time: 0.020, memory: 16628, top1_acc: 0.6603, top5_acc: 0.8500, loss_cls: 1.4079, loss: 1.4079, grad_norm: 6.1721 2021-01-29 08:30:25,953 - mmaction - INFO - Epoch [240][620/2147] lr: 2.168e-03, eta: 16:51:21, time: 1.576, data_time: 0.008, memory: 16628, top1_acc: 0.6719, top5_acc: 0.8603, loss_cls: 1.3925, loss: 1.3925, grad_norm: 6.1365 2021-01-29 08:31:01,287 - mmaction - INFO - Epoch [240][640/2147] lr: 2.168e-03, eta: 16:50:48, time: 1.769, data_time: 0.024, memory: 16628, top1_acc: 0.6612, top5_acc: 0.8509, loss_cls: 1.3887, loss: 1.3887, grad_norm: 5.9789 2021-01-29 08:31:30,756 - mmaction - INFO - Epoch [240][660/2147] lr: 2.168e-03, eta: 16:50:14, time: 1.475, data_time: 0.013, memory: 16628, top1_acc: 0.6714, top5_acc: 0.8594, loss_cls: 1.3505, loss: 1.3505, grad_norm: 6.0573 2021-01-29 08:32:07,226 - mmaction - INFO - Epoch [240][680/2147] lr: 2.168e-03, eta: 16:49:40, time: 1.827, data_time: 0.009, memory: 16628, top1_acc: 0.6634, top5_acc: 0.8531, loss_cls: 1.3790, loss: 1.3790, grad_norm: 6.2883 2021-01-29 08:32:48,171 - mmaction - INFO - Epoch [240][700/2147] lr: 2.168e-03, eta: 16:49:07, time: 2.048, data_time: 0.006, memory: 16628, top1_acc: 0.6674, top5_acc: 0.8496, loss_cls: 1.3776, loss: 1.3776, grad_norm: 6.1243 2021-01-29 08:33:26,706 - mmaction - INFO - Epoch [240][720/2147] lr: 2.168e-03, eta: 16:48:33, time: 1.919, data_time: 0.007, memory: 16628, top1_acc: 0.6607, top5_acc: 0.8433, loss_cls: 1.3893, loss: 1.3893, grad_norm: 6.1155 2021-01-29 08:33:58,280 - mmaction - INFO - Epoch [240][740/2147] lr: 2.168e-03, eta: 16:47:59, time: 1.585, data_time: 0.016, memory: 16628, top1_acc: 0.6857, top5_acc: 0.8536, loss_cls: 1.3257, loss: 1.3257, grad_norm: 5.8551 2021-01-29 08:34:33,096 - mmaction - INFO - Epoch [240][760/2147] lr: 2.168e-03, eta: 16:47:25, time: 1.739, data_time: 0.007, memory: 16628, top1_acc: 0.6683, top5_acc: 0.8549, loss_cls: 1.3675, loss: 1.3675, grad_norm: 6.0503 2021-01-29 08:35:05,486 - mmaction - INFO - Epoch [240][780/2147] lr: 2.168e-03, eta: 16:46:51, time: 1.607, data_time: 0.015, memory: 16628, top1_acc: 0.6545, top5_acc: 0.8549, loss_cls: 1.3955, loss: 1.3955, grad_norm: 6.2114 2021-01-29 08:35:39,520 - mmaction - INFO - Epoch [240][800/2147] lr: 2.168e-03, eta: 16:46:18, time: 1.714, data_time: 0.024, memory: 16628, top1_acc: 0.6540, top5_acc: 0.8411, loss_cls: 1.4794, loss: 1.4794, grad_norm: 6.1641 2021-01-29 08:36:18,130 - mmaction - INFO - Epoch [240][820/2147] lr: 2.168e-03, eta: 16:45:44, time: 1.913, data_time: 0.023, memory: 16628, top1_acc: 0.6670, top5_acc: 0.8473, loss_cls: 1.3803, loss: 1.3803, grad_norm: 6.1125 2021-01-29 08:36:46,756 - mmaction - INFO - Epoch [240][840/2147] lr: 2.168e-03, eta: 16:45:10, time: 1.453, data_time: 0.036, memory: 16628, top1_acc: 0.6754, top5_acc: 0.8482, loss_cls: 1.3840, loss: 1.3840, grad_norm: 5.9815 2021-01-29 08:37:21,365 - mmaction - INFO - Epoch [240][860/2147] lr: 2.168e-03, eta: 16:44:36, time: 1.724, data_time: 0.096, memory: 16628, top1_acc: 0.6647, top5_acc: 0.8540, loss_cls: 1.3710, loss: 1.3710, grad_norm: 5.9525 2021-01-29 08:37:53,832 - mmaction - INFO - Epoch [240][880/2147] lr: 2.168e-03, eta: 16:44:02, time: 1.628, data_time: 0.017, memory: 16628, top1_acc: 0.6482, top5_acc: 0.8438, loss_cls: 1.4342, loss: 1.4342, grad_norm: 6.1305 2021-01-29 08:38:26,008 - mmaction - INFO - Epoch [240][900/2147] lr: 2.168e-03, eta: 16:43:28, time: 1.602, data_time: 0.111, memory: 16628, top1_acc: 0.6723, top5_acc: 0.8603, loss_cls: 1.3500, loss: 1.3500, grad_norm: 6.0806 2021-01-29 08:38:54,695 - mmaction - INFO - Epoch [240][920/2147] lr: 2.168e-03, eta: 16:42:54, time: 1.442, data_time: 0.013, memory: 16628, top1_acc: 0.6634, top5_acc: 0.8451, loss_cls: 1.3906, loss: 1.3906, grad_norm: 6.2312 2021-01-29 08:39:24,306 - mmaction - INFO - Epoch [240][940/2147] lr: 2.168e-03, eta: 16:42:20, time: 1.477, data_time: 0.004, memory: 16628, top1_acc: 0.6701, top5_acc: 0.8603, loss_cls: 1.3435, loss: 1.3435, grad_norm: 5.9681 2021-01-29 08:39:57,126 - mmaction - INFO - Epoch [240][960/2147] lr: 2.168e-03, eta: 16:41:46, time: 1.641, data_time: 0.008, memory: 16628, top1_acc: 0.6732, top5_acc: 0.8482, loss_cls: 1.3702, loss: 1.3702, grad_norm: 6.0363 2021-01-29 08:40:26,068 - mmaction - INFO - Epoch [240][980/2147] lr: 2.168e-03, eta: 16:41:12, time: 1.447, data_time: 0.007, memory: 16628, top1_acc: 0.6679, top5_acc: 0.8446, loss_cls: 1.3828, loss: 1.3828, grad_norm: 6.1008 2021-01-29 08:41:00,066 - mmaction - INFO - Epoch [240][1000/2147] lr: 2.168e-03, eta: 16:40:38, time: 1.698, data_time: 0.008, memory: 16628, top1_acc: 0.6723, top5_acc: 0.8536, loss_cls: 1.3683, loss: 1.3683, grad_norm: 6.0944 2021-01-29 08:41:34,316 - mmaction - INFO - Epoch [240][1020/2147] lr: 2.168e-03, eta: 16:40:04, time: 1.669, data_time: 0.010, memory: 16628, top1_acc: 0.6692, top5_acc: 0.8545, loss_cls: 1.3599, loss: 1.3599, grad_norm: 6.1275 2021-01-29 08:42:09,460 - mmaction - INFO - Epoch [240][1040/2147] lr: 2.168e-03, eta: 16:39:31, time: 1.805, data_time: 0.069, memory: 16628, top1_acc: 0.6732, top5_acc: 0.8496, loss_cls: 1.3979, loss: 1.3979, grad_norm: 6.3148 2021-01-29 08:42:46,834 - mmaction - INFO - Epoch [240][1060/2147] lr: 2.168e-03, eta: 16:38:57, time: 1.844, data_time: 0.005, memory: 16628, top1_acc: 0.6741, top5_acc: 0.8522, loss_cls: 1.3451, loss: 1.3451, grad_norm: 6.0979 2021-01-29 08:43:28,260 - mmaction - INFO - Epoch [240][1080/2147] lr: 2.168e-03, eta: 16:38:24, time: 2.094, data_time: 0.038, memory: 16628, top1_acc: 0.6772, top5_acc: 0.8482, loss_cls: 1.4121, loss: 1.4121, grad_norm: 6.3343 2021-01-29 08:44:04,501 - mmaction - INFO - Epoch [240][1100/2147] lr: 2.168e-03, eta: 16:37:50, time: 1.804, data_time: 0.021, memory: 16628, top1_acc: 0.6536, top5_acc: 0.8518, loss_cls: 1.4042, loss: 1.4042, grad_norm: 6.3508 2021-01-29 08:44:36,851 - mmaction - INFO - Epoch [240][1120/2147] lr: 2.168e-03, eta: 16:37:16, time: 1.609, data_time: 0.015, memory: 16628, top1_acc: 0.6772, top5_acc: 0.8473, loss_cls: 1.3616, loss: 1.3616, grad_norm: 5.9963 2021-01-29 08:45:07,199 - mmaction - INFO - Epoch [240][1140/2147] lr: 2.168e-03, eta: 16:36:42, time: 1.533, data_time: 0.035, memory: 16628, top1_acc: 0.6683, top5_acc: 0.8487, loss_cls: 1.3984, loss: 1.3984, grad_norm: 6.0090 2021-01-29 08:45:40,960 - mmaction - INFO - Epoch [240][1160/2147] lr: 2.168e-03, eta: 16:36:08, time: 1.680, data_time: 0.007, memory: 16628, top1_acc: 0.6723, top5_acc: 0.8460, loss_cls: 1.3770, loss: 1.3770, grad_norm: 6.1100 2021-01-29 08:46:13,619 - mmaction - INFO - Epoch [240][1180/2147] lr: 2.168e-03, eta: 16:35:34, time: 1.643, data_time: 0.016, memory: 16628, top1_acc: 0.6692, top5_acc: 0.8478, loss_cls: 1.3742, loss: 1.3742, grad_norm: 6.0411 2021-01-29 08:46:46,152 - mmaction - INFO - Epoch [240][1200/2147] lr: 2.168e-03, eta: 16:35:00, time: 1.628, data_time: 0.011, memory: 16628, top1_acc: 0.6714, top5_acc: 0.8509, loss_cls: 1.3798, loss: 1.3798, grad_norm: 6.1103 2021-01-29 08:47:17,373 - mmaction - INFO - Epoch [240][1220/2147] lr: 2.168e-03, eta: 16:34:26, time: 1.559, data_time: 0.008, memory: 16628, top1_acc: 0.6808, top5_acc: 0.8580, loss_cls: 1.3129, loss: 1.3129, grad_norm: 6.1105 2021-01-29 08:48:03,703 - mmaction - INFO - Epoch [240][1240/2147] lr: 2.168e-03, eta: 16:33:53, time: 2.317, data_time: 0.006, memory: 16628, top1_acc: 0.6737, top5_acc: 0.8518, loss_cls: 1.3856, loss: 1.3856, grad_norm: 6.2188 2021-01-29 08:48:32,137 - mmaction - INFO - Epoch [240][1260/2147] lr: 2.168e-03, eta: 16:33:19, time: 1.425, data_time: 0.005, memory: 16628, top1_acc: 0.6625, top5_acc: 0.8571, loss_cls: 1.3672, loss: 1.3672, grad_norm: 6.1601 2021-01-29 08:49:04,275 - mmaction - INFO - Epoch [240][1280/2147] lr: 2.168e-03, eta: 16:32:45, time: 1.605, data_time: 0.004, memory: 16628, top1_acc: 0.6571, top5_acc: 0.8384, loss_cls: 1.4298, loss: 1.4298, grad_norm: 6.0942 2021-01-29 08:49:32,744 - mmaction - INFO - Epoch [240][1300/2147] lr: 2.168e-03, eta: 16:32:11, time: 1.424, data_time: 0.004, memory: 16628, top1_acc: 0.6920, top5_acc: 0.8607, loss_cls: 1.3186, loss: 1.3186, grad_norm: 5.8513 2021-01-29 08:50:10,388 - mmaction - INFO - Epoch [240][1320/2147] lr: 2.168e-03, eta: 16:31:38, time: 1.875, data_time: 0.010, memory: 16628, top1_acc: 0.6759, top5_acc: 0.8576, loss_cls: 1.3431, loss: 1.3431, grad_norm: 6.0914 2021-01-29 08:50:39,203 - mmaction - INFO - Epoch [240][1340/2147] lr: 2.168e-03, eta: 16:31:03, time: 1.446, data_time: 0.010, memory: 16628, top1_acc: 0.6754, top5_acc: 0.8612, loss_cls: 1.3389, loss: 1.3389, grad_norm: 6.0802 2021-01-29 08:51:08,124 - mmaction - INFO - Epoch [240][1360/2147] lr: 2.168e-03, eta: 16:30:29, time: 1.450, data_time: 0.008, memory: 16628, top1_acc: 0.6714, top5_acc: 0.8482, loss_cls: 1.3722, loss: 1.3722, grad_norm: 6.1084 2021-01-29 08:51:36,812 - mmaction - INFO - Epoch [240][1380/2147] lr: 2.168e-03, eta: 16:29:55, time: 1.434, data_time: 0.002, memory: 16628, top1_acc: 0.6522, top5_acc: 0.8473, loss_cls: 1.4217, loss: 1.4217, grad_norm: 6.4084 2021-01-29 08:52:12,254 - mmaction - INFO - Epoch [240][1400/2147] lr: 2.168e-03, eta: 16:29:21, time: 1.769, data_time: 0.032, memory: 16628, top1_acc: 0.6603, top5_acc: 0.8344, loss_cls: 1.3944, loss: 1.3944, grad_norm: 6.0859 2021-01-29 08:52:40,868 - mmaction - INFO - Epoch [240][1420/2147] lr: 2.168e-03, eta: 16:28:47, time: 1.434, data_time: 0.006, memory: 16628, top1_acc: 0.6679, top5_acc: 0.8621, loss_cls: 1.3424, loss: 1.3424, grad_norm: 6.1772 2021-01-29 08:53:17,839 - mmaction - INFO - Epoch [240][1440/2147] lr: 2.168e-03, eta: 16:28:14, time: 1.848, data_time: 0.005, memory: 16628, top1_acc: 0.6656, top5_acc: 0.8424, loss_cls: 1.4128, loss: 1.4128, grad_norm: 6.3090 2021-01-29 08:53:46,728 - mmaction - INFO - Epoch [240][1460/2147] lr: 2.168e-03, eta: 16:27:39, time: 1.443, data_time: 0.003, memory: 16628, top1_acc: 0.6621, top5_acc: 0.8402, loss_cls: 1.4469, loss: 1.4469, grad_norm: 6.2652 2021-01-29 08:54:16,411 - mmaction - INFO - Epoch [240][1480/2147] lr: 2.168e-03, eta: 16:27:05, time: 1.485, data_time: 0.006, memory: 16628, top1_acc: 0.6656, top5_acc: 0.8438, loss_cls: 1.4103, loss: 1.4103, grad_norm: 6.0795 2021-01-29 08:54:45,091 - mmaction - INFO - Epoch [240][1500/2147] lr: 2.168e-03, eta: 16:26:31, time: 1.433, data_time: 0.006, memory: 16628, top1_acc: 0.6625, top5_acc: 0.8540, loss_cls: 1.3746, loss: 1.3746, grad_norm: 6.1656 2021-01-29 08:55:20,971 - mmaction - INFO - Epoch [240][1520/2147] lr: 2.168e-03, eta: 16:25:57, time: 1.796, data_time: 0.005, memory: 16628, top1_acc: 0.6817, top5_acc: 0.8616, loss_cls: 1.2984, loss: 1.2984, grad_norm: 6.1001 2021-01-29 08:55:56,996 - mmaction - INFO - Epoch [240][1540/2147] lr: 2.168e-03, eta: 16:25:24, time: 1.789, data_time: 0.002, memory: 16628, top1_acc: 0.6513, top5_acc: 0.8384, loss_cls: 1.4487, loss: 1.4487, grad_norm: 6.2752 2021-01-29 08:56:30,515 - mmaction - INFO - Epoch [240][1560/2147] lr: 2.168e-03, eta: 16:24:50, time: 1.686, data_time: 0.018, memory: 16628, top1_acc: 0.6750, top5_acc: 0.8522, loss_cls: 1.3732, loss: 1.3732, grad_norm: 6.0925 2021-01-29 08:57:13,453 - mmaction - INFO - Epoch [240][1580/2147] lr: 2.168e-03, eta: 16:24:17, time: 2.132, data_time: 0.038, memory: 16628, top1_acc: 0.6652, top5_acc: 0.8607, loss_cls: 1.3444, loss: 1.3444, grad_norm: 6.1459 2021-01-29 08:57:43,036 - mmaction - INFO - Epoch [240][1600/2147] lr: 2.168e-03, eta: 16:23:43, time: 1.492, data_time: 0.026, memory: 16628, top1_acc: 0.6826, top5_acc: 0.8603, loss_cls: 1.3172, loss: 1.3172, grad_norm: 6.1074 2021-01-29 08:58:14,907 - mmaction - INFO - Epoch [240][1620/2147] lr: 2.168e-03, eta: 16:23:09, time: 1.595, data_time: 0.005, memory: 16628, top1_acc: 0.6665, top5_acc: 0.8451, loss_cls: 1.3928, loss: 1.3928, grad_norm: 6.2567 2021-01-29 08:58:45,951 - mmaction - INFO - Epoch [240][1640/2147] lr: 2.168e-03, eta: 16:22:35, time: 1.549, data_time: 0.004, memory: 16628, top1_acc: 0.6723, top5_acc: 0.8554, loss_cls: 1.3768, loss: 1.3768, grad_norm: 6.2928 2021-01-29 08:59:18,245 - mmaction - INFO - Epoch [240][1660/2147] lr: 2.168e-03, eta: 16:22:01, time: 1.620, data_time: 0.010, memory: 16628, top1_acc: 0.6692, top5_acc: 0.8500, loss_cls: 1.4171, loss: 1.4171, grad_norm: 6.1309 2021-01-29 08:59:47,812 - mmaction - INFO - Epoch [240][1680/2147] lr: 2.168e-03, eta: 16:21:27, time: 1.475, data_time: 0.005, memory: 16628, top1_acc: 0.6705, top5_acc: 0.8536, loss_cls: 1.3444, loss: 1.3444, grad_norm: 5.9848 2021-01-29 09:00:19,852 - mmaction - INFO - Epoch [240][1700/2147] lr: 2.168e-03, eta: 16:20:53, time: 1.601, data_time: 0.008, memory: 16628, top1_acc: 0.6763, top5_acc: 0.8562, loss_cls: 1.3770, loss: 1.3770, grad_norm: 6.1813 2021-01-29 09:00:48,786 - mmaction - INFO - Epoch [240][1720/2147] lr: 2.168e-03, eta: 16:20:18, time: 1.452, data_time: 0.007, memory: 16628, top1_acc: 0.6768, top5_acc: 0.8504, loss_cls: 1.3591, loss: 1.3591, grad_norm: 5.9797 2021-01-29 09:01:25,253 - mmaction - INFO - Epoch [240][1740/2147] lr: 2.168e-03, eta: 16:19:45, time: 1.817, data_time: 0.001, memory: 16628, top1_acc: 0.6679, top5_acc: 0.8464, loss_cls: 1.4014, loss: 1.4014, grad_norm: 6.1988 2021-01-29 09:01:58,380 - mmaction - INFO - Epoch [240][1760/2147] lr: 2.168e-03, eta: 16:19:11, time: 1.662, data_time: 0.010, memory: 16628, top1_acc: 0.6812, top5_acc: 0.8540, loss_cls: 1.3023, loss: 1.3023, grad_norm: 6.0075 2021-01-29 09:02:34,599 - mmaction - INFO - Epoch [240][1780/2147] lr: 2.168e-03, eta: 16:18:37, time: 1.789, data_time: 0.003, memory: 16628, top1_acc: 0.6580, top5_acc: 0.8464, loss_cls: 1.4308, loss: 1.4308, grad_norm: 6.1610 2021-01-29 09:03:21,941 - mmaction - INFO - Epoch [240][1800/2147] lr: 2.168e-03, eta: 16:18:04, time: 2.376, data_time: 0.034, memory: 16628, top1_acc: 0.6638, top5_acc: 0.8478, loss_cls: 1.4206, loss: 1.4206, grad_norm: 6.1502 2021-01-29 09:03:50,639 - mmaction - INFO - Epoch [240][1820/2147] lr: 2.168e-03, eta: 16:17:30, time: 1.445, data_time: 0.024, memory: 16628, top1_acc: 0.6594, top5_acc: 0.8540, loss_cls: 1.3888, loss: 1.3888, grad_norm: 6.3078 2021-01-29 09:04:19,252 - mmaction - INFO - Epoch [240][1840/2147] lr: 2.168e-03, eta: 16:16:56, time: 1.432, data_time: 0.009, memory: 16628, top1_acc: 0.6598, top5_acc: 0.8522, loss_cls: 1.4053, loss: 1.4053, grad_norm: 6.3748 2021-01-29 09:04:52,274 - mmaction - INFO - Epoch [240][1860/2147] lr: 2.168e-03, eta: 16:16:22, time: 1.645, data_time: 0.011, memory: 16628, top1_acc: 0.6853, top5_acc: 0.8571, loss_cls: 1.3183, loss: 1.3183, grad_norm: 6.1002 2021-01-29 09:05:24,481 - mmaction - INFO - Epoch [240][1880/2147] lr: 2.168e-03, eta: 16:15:48, time: 1.618, data_time: 0.012, memory: 16628, top1_acc: 0.6665, top5_acc: 0.8491, loss_cls: 1.3969, loss: 1.3969, grad_norm: 6.2123 2021-01-29 09:05:56,819 - mmaction - INFO - Epoch [240][1900/2147] lr: 2.168e-03, eta: 16:15:14, time: 1.609, data_time: 0.004, memory: 16628, top1_acc: 0.6531, top5_acc: 0.8433, loss_cls: 1.4253, loss: 1.4253, grad_norm: 6.3905 2021-01-29 09:06:25,375 - mmaction - INFO - Epoch [240][1920/2147] lr: 2.168e-03, eta: 16:14:40, time: 1.433, data_time: 0.016, memory: 16628, top1_acc: 0.6687, top5_acc: 0.8482, loss_cls: 1.3831, loss: 1.3831, grad_norm: 6.3197 2021-01-29 09:07:10,276 - mmaction - INFO - Epoch [240][1940/2147] lr: 2.168e-03, eta: 16:14:07, time: 2.234, data_time: 0.006, memory: 16628, top1_acc: 0.6598, top5_acc: 0.8451, loss_cls: 1.3954, loss: 1.3954, grad_norm: 6.1156 2021-01-29 09:07:59,162 - mmaction - INFO - Epoch [240][1960/2147] lr: 2.168e-03, eta: 16:13:34, time: 2.314, data_time: 0.027, memory: 16628, top1_acc: 0.6598, top5_acc: 0.8496, loss_cls: 1.4019, loss: 1.4019, grad_norm: 6.1083 2021-01-29 09:08:32,614 - mmaction - INFO - Epoch [240][1980/2147] lr: 2.168e-03, eta: 16:13:00, time: 1.790, data_time: 0.154, memory: 16628, top1_acc: 0.6705, top5_acc: 0.8576, loss_cls: 1.3752, loss: 1.3752, grad_norm: 6.2500 2021-01-29 09:09:13,234 - mmaction - INFO - Epoch [240][2000/2147] lr: 2.168e-03, eta: 16:12:27, time: 2.055, data_time: 0.033, memory: 16628, top1_acc: 0.6438, top5_acc: 0.8339, loss_cls: 1.4762, loss: 1.4762, grad_norm: 6.2536 2021-01-29 09:09:53,437 - mmaction - INFO - Epoch [240][2020/2147] lr: 2.168e-03, eta: 16:11:54, time: 2.010, data_time: 0.009, memory: 16628, top1_acc: 0.6594, top5_acc: 0.8424, loss_cls: 1.4105, loss: 1.4105, grad_norm: 6.0856 2021-01-29 09:10:27,276 - mmaction - INFO - Epoch [240][2040/2147] lr: 2.168e-03, eta: 16:11:20, time: 1.697, data_time: 0.008, memory: 16628, top1_acc: 0.6429, top5_acc: 0.8375, loss_cls: 1.4473, loss: 1.4473, grad_norm: 6.3079 2021-01-29 09:10:57,085 - mmaction - INFO - Epoch [240][2060/2147] lr: 2.168e-03, eta: 16:10:46, time: 1.475, data_time: 0.002, memory: 16628, top1_acc: 0.6772, top5_acc: 0.8634, loss_cls: 1.3493, loss: 1.3493, grad_norm: 6.0790 2021-01-29 09:11:28,191 - mmaction - INFO - Epoch [240][2080/2147] lr: 2.168e-03, eta: 16:10:12, time: 1.571, data_time: 0.019, memory: 16628, top1_acc: 0.6692, top5_acc: 0.8522, loss_cls: 1.3793, loss: 1.3793, grad_norm: 6.0754 2021-01-29 09:12:09,884 - mmaction - INFO - Epoch [240][2100/2147] lr: 2.168e-03, eta: 16:09:38, time: 2.078, data_time: 0.006, memory: 16628, top1_acc: 0.6634, top5_acc: 0.8446, loss_cls: 1.4027, loss: 1.4027, grad_norm: 6.3130 2021-01-29 09:12:42,330 - mmaction - INFO - Epoch [240][2120/2147] lr: 2.168e-03, eta: 16:09:04, time: 1.628, data_time: 0.019, memory: 16628, top1_acc: 0.6719, top5_acc: 0.8442, loss_cls: 1.3980, loss: 1.3980, grad_norm: 6.1475 2021-01-29 09:13:13,604 - mmaction - INFO - Epoch [240][2140/2147] lr: 2.168e-03, eta: 16:08:30, time: 1.551, data_time: 0.004, memory: 16628, top1_acc: 0.6768, top5_acc: 0.8513, loss_cls: 1.3832, loss: 1.3832, grad_norm: 6.1070 2021-01-29 09:13:44,435 - mmaction - INFO - Saving checkpoint at 240 epochs 2021-01-29 09:36:14,478 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-29 09:36:15,305 - mmaction - INFO - top1_acc 0.6812 top5_acc 0.8751 2021-01-29 09:36:15,305 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-29 09:36:15,372 - mmaction - INFO - mean_acc 0.6812 2021-01-29 09:36:15,373 - mmaction - INFO - Now best checkpoint is epoch_240.pth 2021-01-29 09:36:15,383 - mmaction - INFO - Epoch(val) [240][2147] top1_acc: 0.6812, top5_acc: 0.8751, mean_class_accuracy: 0.6812 2021-01-29 09:41:38,345 - mmaction - INFO - Epoch [241][20/2147] lr: 1.921e-03, eta: 16:08:03, time: 16.143, data_time: 14.333, memory: 16628, top1_acc: 0.6804, top5_acc: 0.8571, loss_cls: 1.3438, loss: 1.3438, grad_norm: 5.9083 2021-01-29 09:42:09,215 - mmaction - INFO - Epoch [241][40/2147] lr: 1.921e-03, eta: 16:07:29, time: 1.547, data_time: 0.012, memory: 16628, top1_acc: 0.6629, top5_acc: 0.8464, loss_cls: 1.3989, loss: 1.3989, grad_norm: 6.2619 2021-01-29 09:42:38,388 - mmaction - INFO - Epoch [241][60/2147] lr: 1.921e-03, eta: 16:06:55, time: 1.457, data_time: 0.007, memory: 16628, top1_acc: 0.6665, top5_acc: 0.8580, loss_cls: 1.3821, loss: 1.3821, grad_norm: 6.2395 2021-01-29 09:43:11,746 - mmaction - INFO - Epoch [241][80/2147] lr: 1.921e-03, eta: 16:06:21, time: 1.666, data_time: 0.004, memory: 16628, top1_acc: 0.6808, top5_acc: 0.8621, loss_cls: 1.2956, loss: 1.2956, grad_norm: 6.0703 2021-01-29 09:43:41,521 - mmaction - INFO - Epoch [241][100/2147] lr: 1.921e-03, eta: 16:05:47, time: 1.491, data_time: 0.012, memory: 16628, top1_acc: 0.6616, top5_acc: 0.8482, loss_cls: 1.3970, loss: 1.3970, grad_norm: 6.2249 2021-01-29 09:44:10,256 - mmaction - INFO - Epoch [241][120/2147] lr: 1.921e-03, eta: 16:05:13, time: 1.434, data_time: 0.006, memory: 16628, top1_acc: 0.6804, top5_acc: 0.8482, loss_cls: 1.3736, loss: 1.3736, grad_norm: 5.9850 2021-01-29 09:44:38,522 - mmaction - INFO - Epoch [241][140/2147] lr: 1.921e-03, eta: 16:04:39, time: 1.417, data_time: 0.006, memory: 16628, top1_acc: 0.6638, top5_acc: 0.8442, loss_cls: 1.3834, loss: 1.3834, grad_norm: 6.0219 2021-01-29 09:45:11,190 - mmaction - INFO - Epoch [241][160/2147] lr: 1.921e-03, eta: 16:04:05, time: 1.633, data_time: 0.002, memory: 16628, top1_acc: 0.6701, top5_acc: 0.8554, loss_cls: 1.3631, loss: 1.3631, grad_norm: 6.3022 2021-01-29 09:45:43,526 - mmaction - INFO - Epoch [241][180/2147] lr: 1.921e-03, eta: 16:03:31, time: 1.617, data_time: 0.004, memory: 16628, top1_acc: 0.6674, top5_acc: 0.8647, loss_cls: 1.3418, loss: 1.3418, grad_norm: 6.1687 2021-01-29 09:46:13,591 - mmaction - INFO - Epoch [241][200/2147] lr: 1.921e-03, eta: 16:02:57, time: 1.502, data_time: 0.003, memory: 16628, top1_acc: 0.6826, top5_acc: 0.8598, loss_cls: 1.3156, loss: 1.3156, grad_norm: 5.9255 2021-01-29 09:46:51,315 - mmaction - INFO - Epoch [241][220/2147] lr: 1.921e-03, eta: 16:02:23, time: 1.886, data_time: 0.005, memory: 16628, top1_acc: 0.6772, top5_acc: 0.8545, loss_cls: 1.3544, loss: 1.3544, grad_norm: 6.1193 2021-01-29 09:47:21,137 - mmaction - INFO - Epoch [241][240/2147] lr: 1.921e-03, eta: 16:01:49, time: 1.492, data_time: 0.004, memory: 16628, top1_acc: 0.6902, top5_acc: 0.8603, loss_cls: 1.3087, loss: 1.3087, grad_norm: 6.0793 2021-01-29 09:47:53,413 - mmaction - INFO - Epoch [241][260/2147] lr: 1.921e-03, eta: 16:01:15, time: 1.608, data_time: 0.007, memory: 16628, top1_acc: 0.6754, top5_acc: 0.8540, loss_cls: 1.3348, loss: 1.3348, grad_norm: 6.0914 2021-01-29 09:48:28,243 - mmaction - INFO - Epoch [241][280/2147] lr: 1.921e-03, eta: 16:00:41, time: 1.747, data_time: 0.077, memory: 16628, top1_acc: 0.6714, top5_acc: 0.8504, loss_cls: 1.3942, loss: 1.3942, grad_norm: 6.2242 2021-01-29 09:49:00,589 - mmaction - INFO - Epoch [241][300/2147] lr: 1.921e-03, eta: 16:00:07, time: 1.615, data_time: 0.003, memory: 16628, top1_acc: 0.6924, top5_acc: 0.8513, loss_cls: 1.3339, loss: 1.3339, grad_norm: 5.8983 2021-01-29 09:49:32,162 - mmaction - INFO - Epoch [241][320/2147] lr: 1.921e-03, eta: 15:59:33, time: 1.579, data_time: 0.006, memory: 16628, top1_acc: 0.6634, top5_acc: 0.8482, loss_cls: 1.3722, loss: 1.3722, grad_norm: 6.2411 2021-01-29 09:50:03,467 - mmaction - INFO - Epoch [241][340/2147] lr: 1.921e-03, eta: 15:58:59, time: 1.567, data_time: 0.008, memory: 16628, top1_acc: 0.6687, top5_acc: 0.8487, loss_cls: 1.3849, loss: 1.3849, grad_norm: 6.2194 2021-01-29 09:50:37,354 - mmaction - INFO - Epoch [241][360/2147] lr: 1.921e-03, eta: 15:58:26, time: 1.695, data_time: 0.003, memory: 16628, top1_acc: 0.6866, top5_acc: 0.8500, loss_cls: 1.3290, loss: 1.3290, grad_norm: 6.0565 2021-01-29 09:51:06,440 - mmaction - INFO - Epoch [241][380/2147] lr: 1.921e-03, eta: 15:57:52, time: 1.455, data_time: 0.008, memory: 16628, top1_acc: 0.6817, top5_acc: 0.8621, loss_cls: 1.3330, loss: 1.3330, grad_norm: 6.0232 2021-01-29 09:51:35,638 - mmaction - INFO - Epoch [241][400/2147] lr: 1.921e-03, eta: 15:57:17, time: 1.460, data_time: 0.003, memory: 16628, top1_acc: 0.6888, top5_acc: 0.8607, loss_cls: 1.2812, loss: 1.2812, grad_norm: 5.9728 2021-01-29 09:52:11,506 - mmaction - INFO - Epoch [241][420/2147] lr: 1.921e-03, eta: 15:56:44, time: 1.792, data_time: 0.117, memory: 16628, top1_acc: 0.6817, top5_acc: 0.8567, loss_cls: 1.3245, loss: 1.3245, grad_norm: 6.0496 2021-01-29 09:52:41,058 - mmaction - INFO - Epoch [241][440/2147] lr: 1.921e-03, eta: 15:56:10, time: 1.475, data_time: 0.009, memory: 16628, top1_acc: 0.6884, top5_acc: 0.8625, loss_cls: 1.3102, loss: 1.3102, grad_norm: 6.1015 2021-01-29 09:53:13,410 - mmaction - INFO - Epoch [241][460/2147] lr: 1.921e-03, eta: 15:55:36, time: 1.619, data_time: 0.010, memory: 16628, top1_acc: 0.6750, top5_acc: 0.8576, loss_cls: 1.3453, loss: 1.3453, grad_norm: 6.1460 2021-01-29 09:53:44,703 - mmaction - INFO - Epoch [241][480/2147] lr: 1.921e-03, eta: 15:55:02, time: 1.568, data_time: 0.008, memory: 16628, top1_acc: 0.6741, top5_acc: 0.8433, loss_cls: 1.3874, loss: 1.3874, grad_norm: 6.1549 2021-01-29 09:54:16,181 - mmaction - INFO - Epoch [241][500/2147] lr: 1.921e-03, eta: 15:54:28, time: 1.566, data_time: 0.005, memory: 16628, top1_acc: 0.6808, top5_acc: 0.8442, loss_cls: 1.3416, loss: 1.3416, grad_norm: 6.0090 2021-01-29 09:54:46,781 - mmaction - INFO - Epoch [241][520/2147] lr: 1.921e-03, eta: 15:53:54, time: 1.538, data_time: 0.017, memory: 16628, top1_acc: 0.6554, top5_acc: 0.8362, loss_cls: 1.4312, loss: 1.4312, grad_norm: 6.1416 2021-01-29 09:55:17,360 - mmaction - INFO - Epoch [241][540/2147] lr: 1.921e-03, eta: 15:53:20, time: 1.529, data_time: 0.008, memory: 16628, top1_acc: 0.6674, top5_acc: 0.8335, loss_cls: 1.4437, loss: 1.4437, grad_norm: 6.1491 2021-01-29 09:55:45,836 - mmaction - INFO - Epoch [241][560/2147] lr: 1.921e-03, eta: 15:52:45, time: 1.421, data_time: 0.001, memory: 16628, top1_acc: 0.6687, top5_acc: 0.8464, loss_cls: 1.4065, loss: 1.4065, grad_norm: 6.1013 2021-01-29 09:56:18,823 - mmaction - INFO - Epoch [241][580/2147] lr: 1.921e-03, eta: 15:52:11, time: 1.652, data_time: 0.005, memory: 16628, top1_acc: 0.6897, top5_acc: 0.8656, loss_cls: 1.2818, loss: 1.2818, grad_norm: 5.9321 2021-01-29 09:57:03,704 - mmaction - INFO - Epoch [241][600/2147] lr: 1.921e-03, eta: 15:51:38, time: 2.233, data_time: 0.010, memory: 16628, top1_acc: 0.6741, top5_acc: 0.8576, loss_cls: 1.3552, loss: 1.3552, grad_norm: 6.0638 2021-01-29 09:57:37,045 - mmaction - INFO - Epoch [241][620/2147] lr: 1.921e-03, eta: 15:51:04, time: 1.671, data_time: 0.021, memory: 16628, top1_acc: 0.6826, top5_acc: 0.8545, loss_cls: 1.3437, loss: 1.3437, grad_norm: 6.1149 2021-01-29 09:58:09,800 - mmaction - INFO - Epoch [241][640/2147] lr: 1.921e-03, eta: 15:50:31, time: 1.633, data_time: 0.016, memory: 16628, top1_acc: 0.6661, top5_acc: 0.8518, loss_cls: 1.3674, loss: 1.3674, grad_norm: 6.2058 2021-01-29 09:58:42,648 - mmaction - INFO - Epoch [241][660/2147] lr: 1.921e-03, eta: 15:49:57, time: 1.652, data_time: 0.016, memory: 16628, top1_acc: 0.6929, top5_acc: 0.8643, loss_cls: 1.2988, loss: 1.2988, grad_norm: 5.8862 2021-01-29 09:59:14,457 - mmaction - INFO - Epoch [241][680/2147] lr: 1.921e-03, eta: 15:49:23, time: 1.589, data_time: 0.005, memory: 16628, top1_acc: 0.6777, top5_acc: 0.8634, loss_cls: 1.3288, loss: 1.3288, grad_norm: 6.2931 2021-01-29 09:59:43,312 - mmaction - INFO - Epoch [241][700/2147] lr: 1.921e-03, eta: 15:48:49, time: 1.444, data_time: 0.014, memory: 16628, top1_acc: 0.6781, top5_acc: 0.8562, loss_cls: 1.3452, loss: 1.3452, grad_norm: 6.1740 2021-01-29 10:00:28,494 - mmaction - INFO - Epoch [241][720/2147] lr: 1.921e-03, eta: 15:48:15, time: 2.223, data_time: 0.003, memory: 16628, top1_acc: 0.6607, top5_acc: 0.8429, loss_cls: 1.3903, loss: 1.3903, grad_norm: 6.2160 2021-01-29 10:01:02,999 - mmaction - INFO - Epoch [241][740/2147] lr: 1.921e-03, eta: 15:47:42, time: 1.756, data_time: 0.043, memory: 16628, top1_acc: 0.6920, top5_acc: 0.8571, loss_cls: 1.2989, loss: 1.2989, grad_norm: 6.0281 2021-01-29 10:01:36,032 - mmaction - INFO - Epoch [241][760/2147] lr: 1.921e-03, eta: 15:47:08, time: 1.657, data_time: 0.027, memory: 16628, top1_acc: 0.6929, top5_acc: 0.8656, loss_cls: 1.2984, loss: 1.2984, grad_norm: 5.9403 2021-01-29 10:02:18,228 - mmaction - INFO - Epoch [241][780/2147] lr: 1.921e-03, eta: 15:46:34, time: 2.108, data_time: 0.070, memory: 16628, top1_acc: 0.6929, top5_acc: 0.8647, loss_cls: 1.2978, loss: 1.2978, grad_norm: 6.0488 2021-01-29 10:02:46,863 - mmaction - INFO - Epoch [241][800/2147] lr: 1.921e-03, eta: 15:46:00, time: 1.433, data_time: 0.012, memory: 16628, top1_acc: 0.6821, top5_acc: 0.8594, loss_cls: 1.3001, loss: 1.3001, grad_norm: 6.0971 2021-01-29 10:03:18,487 - mmaction - INFO - Epoch [241][820/2147] lr: 1.921e-03, eta: 15:45:26, time: 1.580, data_time: 0.010, memory: 16628, top1_acc: 0.6768, top5_acc: 0.8616, loss_cls: 1.3255, loss: 1.3255, grad_norm: 6.2924 2021-01-29 10:03:47,258 - mmaction - INFO - Epoch [241][840/2147] lr: 1.921e-03, eta: 15:44:52, time: 1.441, data_time: 0.006, memory: 16628, top1_acc: 0.6612, top5_acc: 0.8504, loss_cls: 1.3994, loss: 1.3994, grad_norm: 6.2307 2021-01-29 10:04:22,897 - mmaction - INFO - Epoch [241][860/2147] lr: 1.921e-03, eta: 15:44:18, time: 1.776, data_time: 0.007, memory: 16628, top1_acc: 0.6723, top5_acc: 0.8567, loss_cls: 1.3557, loss: 1.3557, grad_norm: 6.1594 2021-01-29 10:04:58,643 - mmaction - INFO - Epoch [241][880/2147] lr: 1.921e-03, eta: 15:43:45, time: 1.794, data_time: 0.018, memory: 16628, top1_acc: 0.6701, top5_acc: 0.8473, loss_cls: 1.3918, loss: 1.3918, grad_norm: 6.2828 2021-01-29 10:05:30,160 - mmaction - INFO - Epoch [241][900/2147] lr: 1.921e-03, eta: 15:43:11, time: 1.569, data_time: 0.012, memory: 16628, top1_acc: 0.6746, top5_acc: 0.8522, loss_cls: 1.3444, loss: 1.3444, grad_norm: 6.0753 2021-01-29 10:06:00,562 - mmaction - INFO - Epoch [241][920/2147] lr: 1.921e-03, eta: 15:42:37, time: 1.517, data_time: 0.012, memory: 16628, top1_acc: 0.6661, top5_acc: 0.8509, loss_cls: 1.3948, loss: 1.3948, grad_norm: 6.1322 2021-01-29 10:06:31,742 - mmaction - INFO - Epoch [241][940/2147] lr: 1.921e-03, eta: 15:42:03, time: 1.558, data_time: 0.015, memory: 16628, top1_acc: 0.6853, top5_acc: 0.8549, loss_cls: 1.3568, loss: 1.3568, grad_norm: 6.0843 2021-01-29 10:07:08,135 - mmaction - INFO - Epoch [241][960/2147] lr: 1.921e-03, eta: 15:41:29, time: 1.828, data_time: 0.014, memory: 16628, top1_acc: 0.6732, top5_acc: 0.8491, loss_cls: 1.3647, loss: 1.3647, grad_norm: 6.0759 2021-01-29 10:07:46,151 - mmaction - INFO - Epoch [241][980/2147] lr: 1.921e-03, eta: 15:40:55, time: 1.898, data_time: 0.013, memory: 16628, top1_acc: 0.6888, top5_acc: 0.8629, loss_cls: 1.3029, loss: 1.3029, grad_norm: 6.0588 2021-01-29 10:08:17,005 - mmaction - INFO - Epoch [241][1000/2147] lr: 1.921e-03, eta: 15:40:21, time: 1.539, data_time: 0.016, memory: 16628, top1_acc: 0.6701, top5_acc: 0.8509, loss_cls: 1.3819, loss: 1.3819, grad_norm: 6.3294 2021-01-29 10:08:47,725 - mmaction - INFO - Epoch [241][1020/2147] lr: 1.921e-03, eta: 15:39:47, time: 1.545, data_time: 0.017, memory: 16628, top1_acc: 0.6634, top5_acc: 0.8504, loss_cls: 1.3778, loss: 1.3778, grad_norm: 6.3027 2021-01-29 10:09:19,142 - mmaction - INFO - Epoch [241][1040/2147] lr: 1.921e-03, eta: 15:39:13, time: 1.569, data_time: 0.004, memory: 16628, top1_acc: 0.6558, top5_acc: 0.8446, loss_cls: 1.3996, loss: 1.3996, grad_norm: 6.1707 2021-01-29 10:09:50,146 - mmaction - INFO - Epoch [241][1060/2147] lr: 1.921e-03, eta: 15:38:39, time: 1.553, data_time: 0.005, memory: 16628, top1_acc: 0.6687, top5_acc: 0.8424, loss_cls: 1.4030, loss: 1.4030, grad_norm: 6.4398 2021-01-29 10:10:26,820 - mmaction - INFO - Epoch [241][1080/2147] lr: 1.921e-03, eta: 15:38:06, time: 1.833, data_time: 0.011, memory: 16628, top1_acc: 0.6763, top5_acc: 0.8607, loss_cls: 1.3375, loss: 1.3375, grad_norm: 6.1288 2021-01-29 10:11:00,711 - mmaction - INFO - Epoch [241][1100/2147] lr: 1.921e-03, eta: 15:37:32, time: 1.690, data_time: 0.003, memory: 16628, top1_acc: 0.6723, top5_acc: 0.8571, loss_cls: 1.3513, loss: 1.3513, grad_norm: 6.1492 2021-01-29 10:11:29,751 - mmaction - INFO - Epoch [241][1120/2147] lr: 1.921e-03, eta: 15:36:58, time: 1.456, data_time: 0.008, memory: 16628, top1_acc: 0.6754, top5_acc: 0.8558, loss_cls: 1.3708, loss: 1.3708, grad_norm: 6.2043 2021-01-29 10:12:20,806 - mmaction - INFO - Epoch [241][1140/2147] lr: 1.921e-03, eta: 15:36:25, time: 2.550, data_time: 0.005, memory: 16628, top1_acc: 0.6647, top5_acc: 0.8518, loss_cls: 1.4085, loss: 1.4085, grad_norm: 6.1287 2021-01-29 10:13:00,813 - mmaction - INFO - Epoch [241][1160/2147] lr: 1.921e-03, eta: 15:35:52, time: 2.001, data_time: 0.021, memory: 16628, top1_acc: 0.6638, top5_acc: 0.8719, loss_cls: 1.3191, loss: 1.3191, grad_norm: 6.1785 2021-01-29 10:13:29,725 - mmaction - INFO - Epoch [241][1180/2147] lr: 1.921e-03, eta: 15:35:17, time: 1.442, data_time: 0.010, memory: 16628, top1_acc: 0.6558, top5_acc: 0.8429, loss_cls: 1.4038, loss: 1.4038, grad_norm: 6.2957 2021-01-29 10:14:00,645 - mmaction - INFO - Epoch [241][1200/2147] lr: 1.921e-03, eta: 15:34:43, time: 1.549, data_time: 0.011, memory: 16628, top1_acc: 0.6670, top5_acc: 0.8438, loss_cls: 1.3806, loss: 1.3806, grad_norm: 6.2122 2021-01-29 10:14:30,332 - mmaction - INFO - Epoch [241][1220/2147] lr: 1.921e-03, eta: 15:34:09, time: 1.477, data_time: 0.006, memory: 16628, top1_acc: 0.6683, top5_acc: 0.8420, loss_cls: 1.4182, loss: 1.4182, grad_norm: 6.2654 2021-01-29 10:15:05,172 - mmaction - INFO - Epoch [241][1240/2147] lr: 1.921e-03, eta: 15:33:36, time: 1.747, data_time: 0.014, memory: 16628, top1_acc: 0.6531, top5_acc: 0.8393, loss_cls: 1.4438, loss: 1.4438, grad_norm: 6.3775 2021-01-29 10:15:38,091 - mmaction - INFO - Epoch [241][1260/2147] lr: 1.921e-03, eta: 15:33:02, time: 1.643, data_time: 0.019, memory: 16628, top1_acc: 0.6571, top5_acc: 0.8438, loss_cls: 1.4093, loss: 1.4093, grad_norm: 6.1833 2021-01-29 10:16:08,282 - mmaction - INFO - Epoch [241][1280/2147] lr: 1.921e-03, eta: 15:32:28, time: 1.512, data_time: 0.019, memory: 16628, top1_acc: 0.6786, top5_acc: 0.8571, loss_cls: 1.3545, loss: 1.3545, grad_norm: 6.0084 2021-01-29 10:16:40,535 - mmaction - INFO - Epoch [241][1300/2147] lr: 1.921e-03, eta: 15:31:54, time: 1.608, data_time: 0.019, memory: 16628, top1_acc: 0.6888, top5_acc: 0.8598, loss_cls: 1.3030, loss: 1.3030, grad_norm: 5.8747 2021-01-29 10:17:13,791 - mmaction - INFO - Epoch [241][1320/2147] lr: 1.921e-03, eta: 15:31:20, time: 1.666, data_time: 0.019, memory: 16628, top1_acc: 0.6835, top5_acc: 0.8607, loss_cls: 1.3265, loss: 1.3265, grad_norm: 6.1556 2021-01-29 10:17:43,402 - mmaction - INFO - Epoch [241][1340/2147] lr: 1.921e-03, eta: 15:30:46, time: 1.489, data_time: 0.011, memory: 16628, top1_acc: 0.6509, top5_acc: 0.8353, loss_cls: 1.4609, loss: 1.4609, grad_norm: 6.2621 2021-01-29 10:18:15,704 - mmaction - INFO - Epoch [241][1360/2147] lr: 1.921e-03, eta: 15:30:12, time: 1.605, data_time: 0.006, memory: 16628, top1_acc: 0.6710, top5_acc: 0.8455, loss_cls: 1.3981, loss: 1.3981, grad_norm: 6.1390 2021-01-29 10:18:45,617 - mmaction - INFO - Epoch [241][1380/2147] lr: 1.921e-03, eta: 15:29:38, time: 1.498, data_time: 0.012, memory: 16628, top1_acc: 0.6545, top5_acc: 0.8420, loss_cls: 1.4592, loss: 1.4592, grad_norm: 6.3952 2021-01-29 10:19:20,450 - mmaction - INFO - Epoch [241][1400/2147] lr: 1.921e-03, eta: 15:29:04, time: 1.745, data_time: 0.025, memory: 16628, top1_acc: 0.6763, top5_acc: 0.8438, loss_cls: 1.3636, loss: 1.3636, grad_norm: 6.1121 2021-01-29 10:19:52,092 - mmaction - INFO - Epoch [241][1420/2147] lr: 1.921e-03, eta: 15:28:30, time: 1.583, data_time: 0.015, memory: 16628, top1_acc: 0.6866, top5_acc: 0.8647, loss_cls: 1.3168, loss: 1.3168, grad_norm: 5.9645 2021-01-29 10:20:24,376 - mmaction - INFO - Epoch [241][1440/2147] lr: 1.921e-03, eta: 15:27:56, time: 1.614, data_time: 0.006, memory: 16628, top1_acc: 0.6634, top5_acc: 0.8522, loss_cls: 1.3639, loss: 1.3639, grad_norm: 6.3478 2021-01-29 10:21:00,341 - mmaction - INFO - Epoch [241][1460/2147] lr: 1.921e-03, eta: 15:27:22, time: 1.801, data_time: 0.006, memory: 16628, top1_acc: 0.6696, top5_acc: 0.8598, loss_cls: 1.3603, loss: 1.3603, grad_norm: 6.2406 2021-01-29 10:21:29,842 - mmaction - INFO - Epoch [241][1480/2147] lr: 1.921e-03, eta: 15:26:48, time: 1.472, data_time: 0.008, memory: 16628, top1_acc: 0.6665, top5_acc: 0.8540, loss_cls: 1.3754, loss: 1.3754, grad_norm: 6.0336 2021-01-29 10:22:12,340 - mmaction - INFO - Epoch [241][1500/2147] lr: 1.921e-03, eta: 15:26:15, time: 2.115, data_time: 0.008, memory: 16628, top1_acc: 0.6759, top5_acc: 0.8625, loss_cls: 1.3324, loss: 1.3324, grad_norm: 6.1089 2021-01-29 10:22:46,033 - mmaction - INFO - Epoch [241][1520/2147] lr: 1.921e-03, eta: 15:25:41, time: 1.699, data_time: 0.020, memory: 16628, top1_acc: 0.6665, top5_acc: 0.8469, loss_cls: 1.4119, loss: 1.4119, grad_norm: 6.1850 2021-01-29 10:23:33,694 - mmaction - INFO - Epoch [241][1540/2147] lr: 1.921e-03, eta: 15:25:08, time: 2.378, data_time: 0.005, memory: 16628, top1_acc: 0.6714, top5_acc: 0.8580, loss_cls: 1.3519, loss: 1.3519, grad_norm: 5.9947 2021-01-29 10:24:06,596 - mmaction - INFO - Epoch [241][1560/2147] lr: 1.921e-03, eta: 15:24:34, time: 1.643, data_time: 0.014, memory: 16628, top1_acc: 0.6656, top5_acc: 0.8460, loss_cls: 1.4155, loss: 1.4155, grad_norm: 6.2909 2021-01-29 10:24:37,425 - mmaction - INFO - Epoch [241][1580/2147] lr: 1.921e-03, eta: 15:24:00, time: 1.528, data_time: 0.014, memory: 16628, top1_acc: 0.6652, top5_acc: 0.8531, loss_cls: 1.3850, loss: 1.3850, grad_norm: 6.3535 2021-01-29 10:25:06,257 - mmaction - INFO - Epoch [241][1600/2147] lr: 1.921e-03, eta: 15:23:26, time: 1.462, data_time: 0.024, memory: 16628, top1_acc: 0.6906, top5_acc: 0.8531, loss_cls: 1.3290, loss: 1.3290, grad_norm: 5.9877 2021-01-29 10:25:42,688 - mmaction - INFO - Epoch [241][1620/2147] lr: 1.921e-03, eta: 15:22:52, time: 1.814, data_time: 0.008, memory: 16628, top1_acc: 0.6670, top5_acc: 0.8496, loss_cls: 1.3806, loss: 1.3806, grad_norm: 6.2274 2021-01-29 10:26:22,753 - mmaction - INFO - Epoch [241][1640/2147] lr: 1.921e-03, eta: 15:22:19, time: 2.003, data_time: 0.012, memory: 16628, top1_acc: 0.6804, top5_acc: 0.8545, loss_cls: 1.3684, loss: 1.3684, grad_norm: 6.2101 2021-01-29 10:27:07,510 - mmaction - INFO - Epoch [241][1660/2147] lr: 1.921e-03, eta: 15:21:46, time: 2.238, data_time: 0.010, memory: 16628, top1_acc: 0.6808, top5_acc: 0.8598, loss_cls: 1.3340, loss: 1.3340, grad_norm: 6.2768 2021-01-29 10:27:42,468 - mmaction - INFO - Epoch [241][1680/2147] lr: 1.921e-03, eta: 15:21:12, time: 1.733, data_time: 0.017, memory: 16628, top1_acc: 0.6594, top5_acc: 0.8580, loss_cls: 1.3588, loss: 1.3588, grad_norm: 6.2537 2021-01-29 10:28:13,652 - mmaction - INFO - Epoch [241][1700/2147] lr: 1.921e-03, eta: 15:20:38, time: 1.566, data_time: 0.026, memory: 16628, top1_acc: 0.6621, top5_acc: 0.8509, loss_cls: 1.3892, loss: 1.3892, grad_norm: 6.1976 2021-01-29 10:28:43,161 - mmaction - INFO - Epoch [241][1720/2147] lr: 1.921e-03, eta: 15:20:04, time: 1.485, data_time: 0.024, memory: 16628, top1_acc: 0.6701, top5_acc: 0.8576, loss_cls: 1.3669, loss: 1.3669, grad_norm: 6.4013 2021-01-29 10:29:16,716 - mmaction - INFO - Epoch [241][1740/2147] lr: 1.921e-03, eta: 15:19:30, time: 1.680, data_time: 0.010, memory: 16628, top1_acc: 0.6705, top5_acc: 0.8567, loss_cls: 1.3625, loss: 1.3625, grad_norm: 6.1133 2021-01-29 10:29:52,940 - mmaction - INFO - Epoch [241][1760/2147] lr: 1.921e-03, eta: 15:18:56, time: 1.814, data_time: 0.013, memory: 16628, top1_acc: 0.6603, top5_acc: 0.8455, loss_cls: 1.4245, loss: 1.4245, grad_norm: 6.3658 2021-01-29 10:30:23,374 - mmaction - INFO - Epoch [241][1780/2147] lr: 1.921e-03, eta: 15:18:22, time: 1.523, data_time: 0.004, memory: 16628, top1_acc: 0.6772, top5_acc: 0.8576, loss_cls: 1.3525, loss: 1.3525, grad_norm: 6.2090 2021-01-29 10:30:54,409 - mmaction - INFO - Epoch [241][1800/2147] lr: 1.921e-03, eta: 15:17:48, time: 1.524, data_time: 0.004, memory: 16628, top1_acc: 0.6790, top5_acc: 0.8496, loss_cls: 1.3791, loss: 1.3791, grad_norm: 6.1388 2021-01-29 10:31:27,693 - mmaction - INFO - Epoch [241][1820/2147] lr: 1.921e-03, eta: 15:17:14, time: 1.692, data_time: 0.038, memory: 16628, top1_acc: 0.6647, top5_acc: 0.8411, loss_cls: 1.4366, loss: 1.4366, grad_norm: 6.2376 2021-01-29 10:32:08,742 - mmaction - INFO - Epoch [241][1840/2147] lr: 1.921e-03, eta: 15:16:41, time: 2.040, data_time: 0.008, memory: 16628, top1_acc: 0.6723, top5_acc: 0.8567, loss_cls: 1.3740, loss: 1.3740, grad_norm: 6.1913 2021-01-29 10:32:38,077 - mmaction - INFO - Epoch [241][1860/2147] lr: 1.921e-03, eta: 15:16:07, time: 1.478, data_time: 0.018, memory: 16628, top1_acc: 0.6705, top5_acc: 0.8558, loss_cls: 1.3891, loss: 1.3891, grad_norm: 6.2046 2021-01-29 10:33:24,306 - mmaction - INFO - Epoch [241][1880/2147] lr: 1.921e-03, eta: 15:15:34, time: 2.306, data_time: 0.012, memory: 16628, top1_acc: 0.6821, top5_acc: 0.8482, loss_cls: 1.3651, loss: 1.3651, grad_norm: 6.2043 2021-01-29 10:34:01,080 - mmaction - INFO - Epoch [241][1900/2147] lr: 1.921e-03, eta: 15:15:00, time: 1.830, data_time: 0.013, memory: 16628, top1_acc: 0.6875, top5_acc: 0.8607, loss_cls: 1.3384, loss: 1.3384, grad_norm: 6.0225 2021-01-29 10:34:34,661 - mmaction - INFO - Epoch [241][1920/2147] lr: 1.921e-03, eta: 15:14:26, time: 1.671, data_time: 0.028, memory: 16628, top1_acc: 0.6826, top5_acc: 0.8607, loss_cls: 1.3130, loss: 1.3130, grad_norm: 6.1228 2021-01-29 10:35:07,554 - mmaction - INFO - Epoch [241][1940/2147] lr: 1.921e-03, eta: 15:13:52, time: 1.639, data_time: 0.029, memory: 16628, top1_acc: 0.6777, top5_acc: 0.8518, loss_cls: 1.3631, loss: 1.3631, grad_norm: 6.2786 2021-01-29 10:35:37,487 - mmaction - INFO - Epoch [241][1960/2147] lr: 1.921e-03, eta: 15:13:18, time: 1.515, data_time: 0.051, memory: 16628, top1_acc: 0.6790, top5_acc: 0.8585, loss_cls: 1.3327, loss: 1.3327, grad_norm: 6.1262 2021-01-29 10:36:13,565 - mmaction - INFO - Epoch [241][1980/2147] lr: 1.921e-03, eta: 15:12:45, time: 1.805, data_time: 0.019, memory: 16628, top1_acc: 0.6589, top5_acc: 0.8429, loss_cls: 1.4192, loss: 1.4192, grad_norm: 6.1693 2021-01-29 10:37:04,296 - mmaction - INFO - Epoch [241][2000/2147] lr: 1.921e-03, eta: 15:12:12, time: 2.536, data_time: 0.017, memory: 16628, top1_acc: 0.6554, top5_acc: 0.8420, loss_cls: 1.4502, loss: 1.4502, grad_norm: 6.4757 2021-01-29 10:37:33,542 - mmaction - INFO - Epoch [241][2020/2147] lr: 1.921e-03, eta: 15:11:38, time: 1.472, data_time: 0.018, memory: 16628, top1_acc: 0.6786, top5_acc: 0.8634, loss_cls: 1.3052, loss: 1.3052, grad_norm: 6.1739 2021-01-29 10:38:04,593 - mmaction - INFO - Epoch [241][2040/2147] lr: 1.921e-03, eta: 15:11:04, time: 1.544, data_time: 0.004, memory: 16628, top1_acc: 0.6781, top5_acc: 0.8603, loss_cls: 1.3589, loss: 1.3589, grad_norm: 6.2831 2021-01-29 10:38:34,143 - mmaction - INFO - Epoch [241][2060/2147] lr: 1.921e-03, eta: 15:10:30, time: 1.484, data_time: 0.013, memory: 16628, top1_acc: 0.6813, top5_acc: 0.8638, loss_cls: 1.3345, loss: 1.3345, grad_norm: 6.1691 2021-01-29 10:39:07,564 - mmaction - INFO - Epoch [241][2080/2147] lr: 1.921e-03, eta: 15:09:56, time: 1.665, data_time: 0.013, memory: 16628, top1_acc: 0.6777, top5_acc: 0.8464, loss_cls: 1.3769, loss: 1.3769, grad_norm: 6.2456 2021-01-29 10:39:40,002 - mmaction - INFO - Epoch [241][2100/2147] lr: 1.921e-03, eta: 15:09:22, time: 1.623, data_time: 0.012, memory: 16628, top1_acc: 0.6576, top5_acc: 0.8469, loss_cls: 1.4167, loss: 1.4167, grad_norm: 6.3613 2021-01-29 10:40:21,954 - mmaction - INFO - Epoch [241][2120/2147] lr: 1.921e-03, eta: 15:08:49, time: 2.093, data_time: 0.023, memory: 16628, top1_acc: 0.6723, top5_acc: 0.8634, loss_cls: 1.3170, loss: 1.3170, grad_norm: 6.0895 2021-01-29 10:40:50,999 - mmaction - INFO - Epoch [241][2140/2147] lr: 1.921e-03, eta: 15:08:14, time: 1.460, data_time: 0.021, memory: 16628, top1_acc: 0.6844, top5_acc: 0.8500, loss_cls: 1.3570, loss: 1.3570, grad_norm: 5.9760 2021-01-29 10:46:49,264 - mmaction - INFO - Epoch [242][20/2147] lr: 1.689e-03, eta: 15:07:46, time: 16.337, data_time: 14.630, memory: 16628, top1_acc: 0.6799, top5_acc: 0.8482, loss_cls: 1.3498, loss: 1.3498, grad_norm: 6.1207 2021-01-29 10:47:21,195 - mmaction - INFO - Epoch [242][40/2147] lr: 1.689e-03, eta: 15:07:12, time: 1.609, data_time: 0.025, memory: 16628, top1_acc: 0.6955, top5_acc: 0.8549, loss_cls: 1.2886, loss: 1.2886, grad_norm: 5.9548 2021-01-29 10:47:58,672 - mmaction - INFO - Epoch [242][60/2147] lr: 1.689e-03, eta: 15:06:39, time: 1.872, data_time: 0.007, memory: 16628, top1_acc: 0.6853, top5_acc: 0.8616, loss_cls: 1.3055, loss: 1.3055, grad_norm: 6.1318 2021-01-29 10:48:31,427 - mmaction - INFO - Epoch [242][80/2147] lr: 1.689e-03, eta: 15:06:05, time: 1.643, data_time: 0.011, memory: 16628, top1_acc: 0.6937, top5_acc: 0.8679, loss_cls: 1.2603, loss: 1.2603, grad_norm: 5.9348 2021-01-29 10:49:03,232 - mmaction - INFO - Epoch [242][100/2147] lr: 1.689e-03, eta: 15:05:31, time: 1.586, data_time: 0.004, memory: 16628, top1_acc: 0.6670, top5_acc: 0.8496, loss_cls: 1.4003, loss: 1.4003, grad_norm: 6.1387 2021-01-29 10:49:36,102 - mmaction - INFO - Epoch [242][120/2147] lr: 1.689e-03, eta: 15:04:57, time: 1.646, data_time: 0.017, memory: 16628, top1_acc: 0.6790, top5_acc: 0.8625, loss_cls: 1.3553, loss: 1.3553, grad_norm: 6.2608 2021-01-29 10:50:05,104 - mmaction - INFO - Epoch [242][140/2147] lr: 1.689e-03, eta: 15:04:23, time: 1.451, data_time: 0.006, memory: 16628, top1_acc: 0.6464, top5_acc: 0.8558, loss_cls: 1.4354, loss: 1.4354, grad_norm: 6.5307 2021-01-29 10:50:36,047 - mmaction - INFO - Epoch [242][160/2147] lr: 1.689e-03, eta: 15:03:49, time: 1.544, data_time: 0.005, memory: 16628, top1_acc: 0.6853, top5_acc: 0.8580, loss_cls: 1.3019, loss: 1.3019, grad_norm: 6.1408 2021-01-29 10:51:07,132 - mmaction - INFO - Epoch [242][180/2147] lr: 1.689e-03, eta: 15:03:15, time: 1.554, data_time: 0.007, memory: 16628, top1_acc: 0.6857, top5_acc: 0.8661, loss_cls: 1.3040, loss: 1.3040, grad_norm: 6.0932 2021-01-29 10:51:42,148 - mmaction - INFO - Epoch [242][200/2147] lr: 1.689e-03, eta: 15:02:41, time: 1.631, data_time: 0.010, memory: 16628, top1_acc: 0.6746, top5_acc: 0.8554, loss_cls: 1.3796, loss: 1.3796, grad_norm: 6.3187 2021-01-29 10:52:12,015 - mmaction - INFO - Epoch [242][220/2147] lr: 1.689e-03, eta: 15:02:07, time: 1.616, data_time: 0.187, memory: 16628, top1_acc: 0.6821, top5_acc: 0.8518, loss_cls: 1.3316, loss: 1.3316, grad_norm: 6.1221 2021-01-29 10:52:44,204 - mmaction - INFO - Epoch [242][240/2147] lr: 1.689e-03, eta: 15:01:33, time: 1.610, data_time: 0.004, memory: 16628, top1_acc: 0.6763, top5_acc: 0.8518, loss_cls: 1.3487, loss: 1.3487, grad_norm: 6.1081 2021-01-29 10:53:15,990 - mmaction - INFO - Epoch [242][260/2147] lr: 1.689e-03, eta: 15:00:59, time: 1.590, data_time: 0.009, memory: 16628, top1_acc: 0.6638, top5_acc: 0.8326, loss_cls: 1.4206, loss: 1.4206, grad_norm: 6.1093 2021-01-29 10:53:49,651 - mmaction - INFO - Epoch [242][280/2147] lr: 1.689e-03, eta: 15:00:25, time: 1.683, data_time: 0.010, memory: 16628, top1_acc: 0.6768, top5_acc: 0.8513, loss_cls: 1.3372, loss: 1.3372, grad_norm: 6.2651 2021-01-29 10:54:18,327 - mmaction - INFO - Epoch [242][300/2147] lr: 1.689e-03, eta: 14:59:51, time: 1.431, data_time: 0.008, memory: 16628, top1_acc: 0.6701, top5_acc: 0.8455, loss_cls: 1.3906, loss: 1.3906, grad_norm: 6.2893 2021-01-29 10:54:50,742 - mmaction - INFO - Epoch [242][320/2147] lr: 1.689e-03, eta: 14:59:17, time: 1.619, data_time: 0.012, memory: 16628, top1_acc: 0.6714, top5_acc: 0.8491, loss_cls: 1.3849, loss: 1.3849, grad_norm: 6.2873 2021-01-29 10:55:22,805 - mmaction - INFO - Epoch [242][340/2147] lr: 1.689e-03, eta: 14:58:43, time: 1.602, data_time: 0.011, memory: 16628, top1_acc: 0.6763, top5_acc: 0.8438, loss_cls: 1.3610, loss: 1.3610, grad_norm: 6.2072 2021-01-29 10:55:55,273 - mmaction - INFO - Epoch [242][360/2147] lr: 1.689e-03, eta: 14:58:09, time: 1.627, data_time: 0.011, memory: 16628, top1_acc: 0.6915, top5_acc: 0.8527, loss_cls: 1.3291, loss: 1.3291, grad_norm: 6.1454 2021-01-29 10:56:26,795 - mmaction - INFO - Epoch [242][380/2147] lr: 1.689e-03, eta: 14:57:35, time: 1.575, data_time: 0.011, memory: 16628, top1_acc: 0.6746, top5_acc: 0.8580, loss_cls: 1.3360, loss: 1.3360, grad_norm: 6.1712 2021-01-29 10:57:00,258 - mmaction - INFO - Epoch [242][400/2147] lr: 1.689e-03, eta: 14:57:01, time: 1.676, data_time: 0.011, memory: 16628, top1_acc: 0.6799, top5_acc: 0.8487, loss_cls: 1.3781, loss: 1.3781, grad_norm: 6.1183 2021-01-29 10:57:38,667 - mmaction - INFO - Epoch [242][420/2147] lr: 1.689e-03, eta: 14:56:28, time: 1.911, data_time: 0.003, memory: 16628, top1_acc: 0.6960, top5_acc: 0.8625, loss_cls: 1.3035, loss: 1.3035, grad_norm: 6.1378 2021-01-29 10:58:25,920 - mmaction - INFO - Epoch [242][440/2147] lr: 1.689e-03, eta: 14:55:55, time: 2.367, data_time: 0.021, memory: 16628, top1_acc: 0.6719, top5_acc: 0.8531, loss_cls: 1.3764, loss: 1.3764, grad_norm: 6.2491 2021-01-29 10:58:58,883 - mmaction - INFO - Epoch [242][460/2147] lr: 1.689e-03, eta: 14:55:21, time: 1.652, data_time: 0.011, memory: 16628, top1_acc: 0.6625, top5_acc: 0.8442, loss_cls: 1.3749, loss: 1.3749, grad_norm: 6.1691 2021-01-29 10:59:30,563 - mmaction - INFO - Epoch [242][480/2147] lr: 1.689e-03, eta: 14:54:47, time: 1.587, data_time: 0.005, memory: 16628, top1_acc: 0.6598, top5_acc: 0.8487, loss_cls: 1.4160, loss: 1.4160, grad_norm: 6.2725 2021-01-29 11:00:05,609 - mmaction - INFO - Epoch [242][500/2147] lr: 1.689e-03, eta: 14:54:13, time: 1.742, data_time: 0.003, memory: 16628, top1_acc: 0.6826, top5_acc: 0.8638, loss_cls: 1.2917, loss: 1.2917, grad_norm: 6.3024 2021-01-29 11:00:35,663 - mmaction - INFO - Epoch [242][520/2147] lr: 1.689e-03, eta: 14:53:39, time: 1.511, data_time: 0.023, memory: 16628, top1_acc: 0.6844, top5_acc: 0.8580, loss_cls: 1.3029, loss: 1.3029, grad_norm: 6.2914 2021-01-29 11:01:06,289 - mmaction - INFO - Epoch [242][540/2147] lr: 1.689e-03, eta: 14:53:05, time: 1.532, data_time: 0.006, memory: 16628, top1_acc: 0.6835, top5_acc: 0.8576, loss_cls: 1.3149, loss: 1.3149, grad_norm: 6.1671 2021-01-29 11:01:51,933 - mmaction - INFO - Epoch [242][560/2147] lr: 1.689e-03, eta: 14:52:32, time: 2.278, data_time: 0.003, memory: 16628, top1_acc: 0.6705, top5_acc: 0.8469, loss_cls: 1.3682, loss: 1.3682, grad_norm: 6.2252 2021-01-29 11:02:20,746 - mmaction - INFO - Epoch [242][580/2147] lr: 1.689e-03, eta: 14:51:58, time: 1.446, data_time: 0.013, memory: 16628, top1_acc: 0.6616, top5_acc: 0.8478, loss_cls: 1.3609, loss: 1.3609, grad_norm: 6.2291 2021-01-29 11:03:01,651 - mmaction - INFO - Epoch [242][600/2147] lr: 1.689e-03, eta: 14:51:24, time: 2.038, data_time: 0.001, memory: 16628, top1_acc: 0.6714, top5_acc: 0.8571, loss_cls: 1.3962, loss: 1.3962, grad_norm: 6.3291 2021-01-29 11:03:32,667 - mmaction - INFO - Epoch [242][620/2147] lr: 1.689e-03, eta: 14:50:50, time: 1.553, data_time: 0.010, memory: 16628, top1_acc: 0.6804, top5_acc: 0.8696, loss_cls: 1.3006, loss: 1.3006, grad_norm: 6.2048 2021-01-29 11:04:01,277 - mmaction - INFO - Epoch [242][640/2147] lr: 1.689e-03, eta: 14:50:16, time: 1.435, data_time: 0.009, memory: 16628, top1_acc: 0.6830, top5_acc: 0.8589, loss_cls: 1.3464, loss: 1.3464, grad_norm: 6.3130 2021-01-29 11:04:29,901 - mmaction - INFO - Epoch [242][660/2147] lr: 1.689e-03, eta: 14:49:42, time: 1.430, data_time: 0.003, memory: 16628, top1_acc: 0.6835, top5_acc: 0.8540, loss_cls: 1.3465, loss: 1.3465, grad_norm: 6.1157 2021-01-29 11:04:58,665 - mmaction - INFO - Epoch [242][680/2147] lr: 1.689e-03, eta: 14:49:08, time: 1.439, data_time: 0.005, memory: 16628, top1_acc: 0.6692, top5_acc: 0.8594, loss_cls: 1.3528, loss: 1.3528, grad_norm: 6.0018 2021-01-29 11:05:30,186 - mmaction - INFO - Epoch [242][700/2147] lr: 1.689e-03, eta: 14:48:34, time: 1.575, data_time: 0.004, memory: 16628, top1_acc: 0.6616, top5_acc: 0.8518, loss_cls: 1.3882, loss: 1.3882, grad_norm: 6.3825 2021-01-29 11:06:03,093 - mmaction - INFO - Epoch [242][720/2147] lr: 1.689e-03, eta: 14:48:00, time: 1.640, data_time: 0.004, memory: 16628, top1_acc: 0.6705, top5_acc: 0.8562, loss_cls: 1.3365, loss: 1.3365, grad_norm: 6.1854 2021-01-29 11:06:33,321 - mmaction - INFO - Epoch [242][740/2147] lr: 1.689e-03, eta: 14:47:26, time: 1.518, data_time: 0.009, memory: 16628, top1_acc: 0.6768, top5_acc: 0.8460, loss_cls: 1.3995, loss: 1.3995, grad_norm: 6.2901 2021-01-29 11:07:22,422 - mmaction - INFO - Epoch [242][760/2147] lr: 1.689e-03, eta: 14:46:53, time: 2.445, data_time: 0.079, memory: 16628, top1_acc: 0.6714, top5_acc: 0.8562, loss_cls: 1.3560, loss: 1.3560, grad_norm: 6.2533 2021-01-29 11:07:58,623 - mmaction - INFO - Epoch [242][780/2147] lr: 1.689e-03, eta: 14:46:19, time: 1.817, data_time: 0.020, memory: 16628, top1_acc: 0.6692, top5_acc: 0.8527, loss_cls: 1.3562, loss: 1.3562, grad_norm: 6.3342 2021-01-29 11:08:34,901 - mmaction - INFO - Epoch [242][800/2147] lr: 1.689e-03, eta: 14:45:45, time: 1.810, data_time: 0.007, memory: 16628, top1_acc: 0.6670, top5_acc: 0.8478, loss_cls: 1.3746, loss: 1.3746, grad_norm: 6.2400 2021-01-29 11:09:03,504 - mmaction - INFO - Epoch [242][820/2147] lr: 1.689e-03, eta: 14:45:11, time: 1.432, data_time: 0.011, memory: 16628, top1_acc: 0.6853, top5_acc: 0.8509, loss_cls: 1.3407, loss: 1.3407, grad_norm: 6.1825 2021-01-29 11:09:35,627 - mmaction - INFO - Epoch [242][840/2147] lr: 1.689e-03, eta: 14:44:37, time: 1.609, data_time: 0.020, memory: 16628, top1_acc: 0.6848, top5_acc: 0.8661, loss_cls: 1.2898, loss: 1.2898, grad_norm: 6.0537 2021-01-29 11:10:13,521 - mmaction - INFO - Epoch [242][860/2147] lr: 1.689e-03, eta: 14:44:04, time: 1.879, data_time: 0.012, memory: 16628, top1_acc: 0.6772, top5_acc: 0.8580, loss_cls: 1.3469, loss: 1.3469, grad_norm: 6.2388 2021-01-29 11:10:42,166 - mmaction - INFO - Epoch [242][880/2147] lr: 1.689e-03, eta: 14:43:30, time: 1.448, data_time: 0.027, memory: 16628, top1_acc: 0.6862, top5_acc: 0.8647, loss_cls: 1.2986, loss: 1.2986, grad_norm: 6.0339 2021-01-29 11:11:15,007 - mmaction - INFO - Epoch [242][900/2147] lr: 1.689e-03, eta: 14:42:56, time: 1.638, data_time: 0.005, memory: 16628, top1_acc: 0.6853, top5_acc: 0.8473, loss_cls: 1.3452, loss: 1.3452, grad_norm: 6.1680 2021-01-29 11:11:54,215 - mmaction - INFO - Epoch [242][920/2147] lr: 1.689e-03, eta: 14:42:22, time: 1.909, data_time: 0.012, memory: 16628, top1_acc: 0.6902, top5_acc: 0.8621, loss_cls: 1.2911, loss: 1.2911, grad_norm: 6.0135 2021-01-29 11:12:25,606 - mmaction - INFO - Epoch [242][940/2147] lr: 1.689e-03, eta: 14:41:48, time: 1.625, data_time: 0.067, memory: 16628, top1_acc: 0.6768, top5_acc: 0.8504, loss_cls: 1.3488, loss: 1.3488, grad_norm: 6.2976 2021-01-29 11:12:55,160 - mmaction - INFO - Epoch [242][960/2147] lr: 1.689e-03, eta: 14:41:14, time: 1.479, data_time: 0.004, memory: 16628, top1_acc: 0.6665, top5_acc: 0.8446, loss_cls: 1.4276, loss: 1.4276, grad_norm: 6.3998 2021-01-29 11:13:25,094 - mmaction - INFO - Epoch [242][980/2147] lr: 1.689e-03, eta: 14:40:40, time: 1.496, data_time: 0.002, memory: 16628, top1_acc: 0.6875, top5_acc: 0.8612, loss_cls: 1.3218, loss: 1.3218, grad_norm: 6.0592 2021-01-29 11:13:53,549 - mmaction - INFO - Epoch [242][1000/2147] lr: 1.689e-03, eta: 14:40:06, time: 1.422, data_time: 0.007, memory: 16628, top1_acc: 0.6821, top5_acc: 0.8594, loss_cls: 1.2889, loss: 1.2889, grad_norm: 6.1409 2021-01-29 11:14:29,654 - mmaction - INFO - Epoch [242][1020/2147] lr: 1.689e-03, eta: 14:39:32, time: 1.804, data_time: 0.015, memory: 16628, top1_acc: 0.6723, top5_acc: 0.8558, loss_cls: 1.3504, loss: 1.3504, grad_norm: 6.1765 2021-01-29 11:15:01,978 - mmaction - INFO - Epoch [242][1040/2147] lr: 1.689e-03, eta: 14:38:58, time: 1.614, data_time: 0.006, memory: 16628, top1_acc: 0.6933, top5_acc: 0.8567, loss_cls: 1.3347, loss: 1.3347, grad_norm: 6.2624 2021-01-29 11:15:35,353 - mmaction - INFO - Epoch [242][1060/2147] lr: 1.689e-03, eta: 14:38:24, time: 1.672, data_time: 0.011, memory: 16628, top1_acc: 0.6634, top5_acc: 0.8437, loss_cls: 1.4154, loss: 1.4154, grad_norm: 6.3304 2021-01-29 11:16:04,255 - mmaction - INFO - Epoch [242][1080/2147] lr: 1.689e-03, eta: 14:37:50, time: 1.448, data_time: 0.008, memory: 16628, top1_acc: 0.6821, top5_acc: 0.8585, loss_cls: 1.3386, loss: 1.3386, grad_norm: 6.2623 2021-01-29 11:16:36,989 - mmaction - INFO - Epoch [242][1100/2147] lr: 1.689e-03, eta: 14:37:16, time: 1.637, data_time: 0.004, memory: 16628, top1_acc: 0.6799, top5_acc: 0.8549, loss_cls: 1.3506, loss: 1.3506, grad_norm: 6.3776 2021-01-29 11:17:11,419 - mmaction - INFO - Epoch [242][1120/2147] lr: 1.689e-03, eta: 14:36:42, time: 1.721, data_time: 0.106, memory: 16628, top1_acc: 0.6638, top5_acc: 0.8504, loss_cls: 1.3956, loss: 1.3956, grad_norm: 6.3319 2021-01-29 11:17:42,505 - mmaction - INFO - Epoch [242][1140/2147] lr: 1.689e-03, eta: 14:36:08, time: 1.555, data_time: 0.002, memory: 16628, top1_acc: 0.6679, top5_acc: 0.8478, loss_cls: 1.3723, loss: 1.3723, grad_norm: 6.2299 2021-01-29 11:18:23,743 - mmaction - INFO - Epoch [242][1160/2147] lr: 1.689e-03, eta: 14:35:35, time: 2.056, data_time: 0.006, memory: 16628, top1_acc: 0.6737, top5_acc: 0.8469, loss_cls: 1.4088, loss: 1.4088, grad_norm: 6.3658 2021-01-29 11:18:54,961 - mmaction - INFO - Epoch [242][1180/2147] lr: 1.689e-03, eta: 14:35:01, time: 1.562, data_time: 0.011, memory: 16628, top1_acc: 0.6719, top5_acc: 0.8487, loss_cls: 1.3650, loss: 1.3650, grad_norm: 6.3865 2021-01-29 11:19:23,597 - mmaction - INFO - Epoch [242][1200/2147] lr: 1.689e-03, eta: 14:34:27, time: 1.435, data_time: 0.006, memory: 16628, top1_acc: 0.6893, top5_acc: 0.8589, loss_cls: 1.2941, loss: 1.2941, grad_norm: 6.0307 2021-01-29 11:19:52,059 - mmaction - INFO - Epoch [242][1220/2147] lr: 1.689e-03, eta: 14:33:53, time: 1.423, data_time: 0.004, memory: 16628, top1_acc: 0.6759, top5_acc: 0.8500, loss_cls: 1.3370, loss: 1.3370, grad_norm: 6.0629 2021-01-29 11:20:20,593 - mmaction - INFO - Epoch [242][1240/2147] lr: 1.689e-03, eta: 14:33:19, time: 1.427, data_time: 0.003, memory: 16628, top1_acc: 0.6634, top5_acc: 0.8549, loss_cls: 1.3554, loss: 1.3554, grad_norm: 6.2862 2021-01-29 11:20:52,129 - mmaction - INFO - Epoch [242][1260/2147] lr: 1.689e-03, eta: 14:32:45, time: 1.566, data_time: 0.004, memory: 16628, top1_acc: 0.6795, top5_acc: 0.8536, loss_cls: 1.3235, loss: 1.3235, grad_norm: 6.1152 2021-01-29 11:21:21,057 - mmaction - INFO - Epoch [242][1280/2147] lr: 1.689e-03, eta: 14:32:10, time: 1.450, data_time: 0.013, memory: 16628, top1_acc: 0.6643, top5_acc: 0.8531, loss_cls: 1.3931, loss: 1.3931, grad_norm: 6.3062 2021-01-29 11:22:00,456 - mmaction - INFO - Epoch [242][1300/2147] lr: 1.689e-03, eta: 14:31:37, time: 1.970, data_time: 0.008, memory: 16628, top1_acc: 0.6951, top5_acc: 0.8732, loss_cls: 1.2516, loss: 1.2516, grad_norm: 5.9507 2021-01-29 11:22:31,332 - mmaction - INFO - Epoch [242][1320/2147] lr: 1.689e-03, eta: 14:31:03, time: 1.547, data_time: 0.012, memory: 16628, top1_acc: 0.6732, top5_acc: 0.8518, loss_cls: 1.3549, loss: 1.3549, grad_norm: 6.3293 2021-01-29 11:23:11,259 - mmaction - INFO - Epoch [242][1340/2147] lr: 1.689e-03, eta: 14:30:29, time: 1.988, data_time: 0.008, memory: 16628, top1_acc: 0.6754, top5_acc: 0.8571, loss_cls: 1.3695, loss: 1.3695, grad_norm: 6.2896 2021-01-29 11:23:41,615 - mmaction - INFO - Epoch [242][1360/2147] lr: 1.689e-03, eta: 14:29:55, time: 1.519, data_time: 0.013, memory: 16628, top1_acc: 0.6826, top5_acc: 0.8629, loss_cls: 1.3364, loss: 1.3364, grad_norm: 6.2957 2021-01-29 11:24:11,614 - mmaction - INFO - Epoch [242][1380/2147] lr: 1.689e-03, eta: 14:29:21, time: 1.508, data_time: 0.018, memory: 16628, top1_acc: 0.6589, top5_acc: 0.8522, loss_cls: 1.3732, loss: 1.3732, grad_norm: 6.2903 2021-01-29 11:24:42,024 - mmaction - INFO - Epoch [242][1400/2147] lr: 1.689e-03, eta: 14:28:47, time: 1.520, data_time: 0.003, memory: 16628, top1_acc: 0.6844, top5_acc: 0.8571, loss_cls: 1.3326, loss: 1.3326, grad_norm: 6.2846 2021-01-29 11:25:15,436 - mmaction - INFO - Epoch [242][1420/2147] lr: 1.689e-03, eta: 14:28:13, time: 1.666, data_time: 0.008, memory: 16628, top1_acc: 0.6915, top5_acc: 0.8621, loss_cls: 1.2688, loss: 1.2688, grad_norm: 6.1013 2021-01-29 11:25:49,116 - mmaction - INFO - Epoch [242][1440/2147] lr: 1.689e-03, eta: 14:27:39, time: 1.686, data_time: 0.011, memory: 16628, top1_acc: 0.6777, top5_acc: 0.8473, loss_cls: 1.3372, loss: 1.3372, grad_norm: 6.1103 2021-01-29 11:26:24,403 - mmaction - INFO - Epoch [242][1460/2147] lr: 1.689e-03, eta: 14:27:06, time: 1.765, data_time: 0.011, memory: 16628, top1_acc: 0.6786, top5_acc: 0.8625, loss_cls: 1.3271, loss: 1.3271, grad_norm: 6.2553 2021-01-29 11:27:02,756 - mmaction - INFO - Epoch [242][1480/2147] lr: 1.689e-03, eta: 14:26:32, time: 1.920, data_time: 0.010, memory: 16628, top1_acc: 0.6817, top5_acc: 0.8545, loss_cls: 1.3313, loss: 1.3313, grad_norm: 6.2553 2021-01-29 11:27:31,599 - mmaction - INFO - Epoch [242][1500/2147] lr: 1.689e-03, eta: 14:25:58, time: 1.445, data_time: 0.007, memory: 16628, top1_acc: 0.6857, top5_acc: 0.8469, loss_cls: 1.3328, loss: 1.3328, grad_norm: 6.1975 2021-01-29 11:28:15,142 - mmaction - INFO - Epoch [242][1520/2147] lr: 1.689e-03, eta: 14:25:25, time: 2.163, data_time: 0.008, memory: 16628, top1_acc: 0.6844, top5_acc: 0.8464, loss_cls: 1.3513, loss: 1.3513, grad_norm: 6.2201 2021-01-29 11:28:46,004 - mmaction - INFO - Epoch [242][1540/2147] lr: 1.689e-03, eta: 14:24:51, time: 1.547, data_time: 0.017, memory: 16628, top1_acc: 0.6754, top5_acc: 0.8482, loss_cls: 1.3816, loss: 1.3816, grad_norm: 6.3669 2021-01-29 11:29:17,917 - mmaction - INFO - Epoch [242][1560/2147] lr: 1.689e-03, eta: 14:24:17, time: 1.596, data_time: 0.012, memory: 16628, top1_acc: 0.6969, top5_acc: 0.8621, loss_cls: 1.2730, loss: 1.2730, grad_norm: 6.0456 2021-01-29 11:29:51,363 - mmaction - INFO - Epoch [242][1580/2147] lr: 1.689e-03, eta: 14:23:43, time: 1.680, data_time: 0.013, memory: 16628, top1_acc: 0.6888, top5_acc: 0.8545, loss_cls: 1.3231, loss: 1.3231, grad_norm: 6.0894 2021-01-29 11:30:23,209 - mmaction - INFO - Epoch [242][1600/2147] lr: 1.689e-03, eta: 14:23:09, time: 1.594, data_time: 0.003, memory: 16628, top1_acc: 0.6808, top5_acc: 0.8607, loss_cls: 1.3295, loss: 1.3295, grad_norm: 6.2174 2021-01-29 11:30:52,354 - mmaction - INFO - Epoch [242][1620/2147] lr: 1.689e-03, eta: 14:22:35, time: 1.456, data_time: 0.004, memory: 16628, top1_acc: 0.6527, top5_acc: 0.8522, loss_cls: 1.4144, loss: 1.4144, grad_norm: 6.3550 2021-01-29 11:31:23,846 - mmaction - INFO - Epoch [242][1640/2147] lr: 1.689e-03, eta: 14:22:01, time: 1.563, data_time: 0.003, memory: 16628, top1_acc: 0.6527, top5_acc: 0.8482, loss_cls: 1.4191, loss: 1.4191, grad_norm: 6.4936 2021-01-29 11:32:00,224 - mmaction - INFO - Epoch [242][1660/2147] lr: 1.689e-03, eta: 14:21:27, time: 1.830, data_time: 0.031, memory: 16628, top1_acc: 0.6585, top5_acc: 0.8616, loss_cls: 1.3713, loss: 1.3713, grad_norm: 6.4890 2021-01-29 11:32:29,945 - mmaction - INFO - Epoch [242][1680/2147] lr: 1.689e-03, eta: 14:20:53, time: 1.481, data_time: 0.006, memory: 16628, top1_acc: 0.6795, top5_acc: 0.8487, loss_cls: 1.3367, loss: 1.3367, grad_norm: 6.3362 2021-01-29 11:33:01,369 - mmaction - INFO - Epoch [242][1700/2147] lr: 1.689e-03, eta: 14:20:19, time: 1.577, data_time: 0.009, memory: 16628, top1_acc: 0.6554, top5_acc: 0.8397, loss_cls: 1.4427, loss: 1.4427, grad_norm: 6.5143 2021-01-29 11:33:29,833 - mmaction - INFO - Epoch [242][1720/2147] lr: 1.689e-03, eta: 14:19:45, time: 1.423, data_time: 0.002, memory: 16628, top1_acc: 0.6621, top5_acc: 0.8429, loss_cls: 1.3823, loss: 1.3823, grad_norm: 6.6016 2021-01-29 11:34:00,775 - mmaction - INFO - Epoch [242][1740/2147] lr: 1.689e-03, eta: 14:19:11, time: 1.545, data_time: 0.010, memory: 16628, top1_acc: 0.6871, top5_acc: 0.8634, loss_cls: 1.2976, loss: 1.2976, grad_norm: 6.2107 2021-01-29 11:34:34,761 - mmaction - INFO - Epoch [242][1760/2147] lr: 1.689e-03, eta: 14:18:37, time: 1.698, data_time: 0.005, memory: 16628, top1_acc: 0.6634, top5_acc: 0.8442, loss_cls: 1.4099, loss: 1.4099, grad_norm: 6.4143 2021-01-29 11:35:04,849 - mmaction - INFO - Epoch [242][1780/2147] lr: 1.689e-03, eta: 14:18:03, time: 1.504, data_time: 0.008, memory: 16628, top1_acc: 0.6946, top5_acc: 0.8643, loss_cls: 1.3103, loss: 1.3103, grad_norm: 6.2379 2021-01-29 11:35:35,324 - mmaction - INFO - Epoch [242][1800/2147] lr: 1.689e-03, eta: 14:17:29, time: 1.519, data_time: 0.014, memory: 16628, top1_acc: 0.6763, top5_acc: 0.8589, loss_cls: 1.3448, loss: 1.3448, grad_norm: 6.2513 2021-01-29 11:36:08,605 - mmaction - INFO - Epoch [242][1820/2147] lr: 1.689e-03, eta: 14:16:55, time: 1.673, data_time: 0.014, memory: 16628, top1_acc: 0.6746, top5_acc: 0.8491, loss_cls: 1.3763, loss: 1.3763, grad_norm: 6.2456 2021-01-29 11:36:42,980 - mmaction - INFO - Epoch [242][1840/2147] lr: 1.689e-03, eta: 14:16:21, time: 1.708, data_time: 0.006, memory: 16628, top1_acc: 0.6679, top5_acc: 0.8482, loss_cls: 1.3717, loss: 1.3717, grad_norm: 6.1144 2021-01-29 11:37:12,027 - mmaction - INFO - Epoch [242][1860/2147] lr: 1.689e-03, eta: 14:15:47, time: 1.463, data_time: 0.016, memory: 16628, top1_acc: 0.6634, top5_acc: 0.8513, loss_cls: 1.3895, loss: 1.3895, grad_norm: 6.4375 2021-01-29 11:37:45,451 - mmaction - INFO - Epoch [242][1880/2147] lr: 1.689e-03, eta: 14:15:13, time: 1.667, data_time: 0.002, memory: 16628, top1_acc: 0.6737, top5_acc: 0.8585, loss_cls: 1.3471, loss: 1.3471, grad_norm: 6.2259 2021-01-29 11:38:19,438 - mmaction - INFO - Epoch [242][1900/2147] lr: 1.689e-03, eta: 14:14:39, time: 1.697, data_time: 0.008, memory: 16628, top1_acc: 0.6884, top5_acc: 0.8656, loss_cls: 1.2948, loss: 1.2948, grad_norm: 6.2088 2021-01-29 11:38:48,478 - mmaction - INFO - Epoch [242][1920/2147] lr: 1.689e-03, eta: 14:14:05, time: 1.455, data_time: 0.008, memory: 16628, top1_acc: 0.6781, top5_acc: 0.8527, loss_cls: 1.3444, loss: 1.3444, grad_norm: 6.2543 2021-01-29 11:39:24,422 - mmaction - INFO - Epoch [242][1940/2147] lr: 1.689e-03, eta: 14:13:32, time: 1.790, data_time: 0.007, memory: 16628, top1_acc: 0.6817, top5_acc: 0.8728, loss_cls: 1.2889, loss: 1.2889, grad_norm: 6.2967 2021-01-29 11:39:59,141 - mmaction - INFO - Epoch [242][1960/2147] lr: 1.689e-03, eta: 14:12:58, time: 1.741, data_time: 0.023, memory: 16628, top1_acc: 0.6594, top5_acc: 0.8509, loss_cls: 1.3924, loss: 1.3924, grad_norm: 6.4896 2021-01-29 11:40:29,179 - mmaction - INFO - Epoch [242][1980/2147] lr: 1.689e-03, eta: 14:12:24, time: 1.503, data_time: 0.016, memory: 16628, top1_acc: 0.6786, top5_acc: 0.8585, loss_cls: 1.3326, loss: 1.3326, grad_norm: 6.3326 2021-01-29 11:41:05,127 - mmaction - INFO - Epoch [242][2000/2147] lr: 1.689e-03, eta: 14:11:50, time: 1.798, data_time: 0.022, memory: 16628, top1_acc: 0.6768, top5_acc: 0.8585, loss_cls: 1.3502, loss: 1.3502, grad_norm: 6.2282 2021-01-29 11:41:43,001 - mmaction - INFO - Epoch [242][2020/2147] lr: 1.689e-03, eta: 14:11:16, time: 1.871, data_time: 0.009, memory: 16628, top1_acc: 0.6862, top5_acc: 0.8549, loss_cls: 1.2928, loss: 1.2928, grad_norm: 6.1399 2021-01-29 11:42:11,549 - mmaction - INFO - Epoch [242][2040/2147] lr: 1.689e-03, eta: 14:10:42, time: 1.455, data_time: 0.036, memory: 16628, top1_acc: 0.6830, top5_acc: 0.8670, loss_cls: 1.3076, loss: 1.3076, grad_norm: 6.2095 2021-01-29 11:43:02,022 - mmaction - INFO - Epoch [242][2060/2147] lr: 1.689e-03, eta: 14:10:09, time: 2.513, data_time: 0.014, memory: 16628, top1_acc: 0.6665, top5_acc: 0.8656, loss_cls: 1.3475, loss: 1.3475, grad_norm: 6.5404 2021-01-29 11:43:30,778 - mmaction - INFO - Epoch [242][2080/2147] lr: 1.689e-03, eta: 14:09:35, time: 1.448, data_time: 0.024, memory: 16628, top1_acc: 0.6612, top5_acc: 0.8424, loss_cls: 1.3955, loss: 1.3955, grad_norm: 6.3803 2021-01-29 11:44:00,470 - mmaction - INFO - Epoch [242][2100/2147] lr: 1.689e-03, eta: 14:09:01, time: 1.473, data_time: 0.006, memory: 16628, top1_acc: 0.6772, top5_acc: 0.8634, loss_cls: 1.3290, loss: 1.3290, grad_norm: 6.3592 2021-01-29 11:44:37,299 - mmaction - INFO - Epoch [242][2120/2147] lr: 1.689e-03, eta: 14:08:27, time: 1.833, data_time: 0.014, memory: 16628, top1_acc: 0.6710, top5_acc: 0.8469, loss_cls: 1.3794, loss: 1.3794, grad_norm: 6.4658 2021-01-29 11:45:05,964 - mmaction - INFO - Epoch [242][2140/2147] lr: 1.689e-03, eta: 14:07:53, time: 1.453, data_time: 0.031, memory: 16628, top1_acc: 0.6826, top5_acc: 0.8576, loss_cls: 1.3598, loss: 1.3598, grad_norm: 6.2940 2021-01-29 11:51:53,216 - mmaction - INFO - Epoch [243][20/2147] lr: 1.472e-03, eta: 14:07:27, time: 18.757, data_time: 16.489, memory: 16628, top1_acc: 0.6853, top5_acc: 0.8634, loss_cls: 1.2992, loss: 1.2992, grad_norm: 6.2390 2021-01-29 11:52:23,022 - mmaction - INFO - Epoch [243][40/2147] lr: 1.472e-03, eta: 14:06:53, time: 1.433, data_time: 0.013, memory: 16628, top1_acc: 0.6853, top5_acc: 0.8598, loss_cls: 1.3107, loss: 1.3107, grad_norm: 6.2163 2021-01-29 11:53:01,982 - mmaction - INFO - Epoch [243][60/2147] lr: 1.472e-03, eta: 14:06:19, time: 2.007, data_time: 0.068, memory: 16628, top1_acc: 0.7027, top5_acc: 0.8750, loss_cls: 1.2518, loss: 1.2518, grad_norm: 6.1291 2021-01-29 11:53:33,038 - mmaction - INFO - Epoch [243][80/2147] lr: 1.472e-03, eta: 14:05:45, time: 1.556, data_time: 0.010, memory: 16628, top1_acc: 0.6884, top5_acc: 0.8473, loss_cls: 1.3659, loss: 1.3659, grad_norm: 6.2929 2021-01-29 11:54:04,328 - mmaction - INFO - Epoch [243][100/2147] lr: 1.472e-03, eta: 14:05:11, time: 1.563, data_time: 0.008, memory: 16628, top1_acc: 0.6839, top5_acc: 0.8629, loss_cls: 1.2648, loss: 1.2648, grad_norm: 6.2768 2021-01-29 11:54:33,099 - mmaction - INFO - Epoch [243][120/2147] lr: 1.472e-03, eta: 14:04:37, time: 1.440, data_time: 0.009, memory: 16628, top1_acc: 0.6906, top5_acc: 0.8567, loss_cls: 1.3391, loss: 1.3391, grad_norm: 6.1807 2021-01-29 11:55:02,258 - mmaction - INFO - Epoch [243][140/2147] lr: 1.472e-03, eta: 14:04:03, time: 1.457, data_time: 0.002, memory: 16628, top1_acc: 0.6955, top5_acc: 0.8629, loss_cls: 1.2865, loss: 1.2865, grad_norm: 6.2118 2021-01-29 11:55:31,958 - mmaction - INFO - Epoch [243][160/2147] lr: 1.472e-03, eta: 14:03:29, time: 1.486, data_time: 0.013, memory: 16628, top1_acc: 0.6884, top5_acc: 0.8603, loss_cls: 1.2838, loss: 1.2838, grad_norm: 5.9878 2021-01-29 11:56:02,121 - mmaction - INFO - Epoch [243][180/2147] lr: 1.472e-03, eta: 14:02:55, time: 1.505, data_time: 0.002, memory: 16628, top1_acc: 0.6701, top5_acc: 0.8504, loss_cls: 1.3743, loss: 1.3743, grad_norm: 6.2011 2021-01-29 11:56:51,855 - mmaction - INFO - Epoch [243][200/2147] lr: 1.472e-03, eta: 14:02:22, time: 2.485, data_time: 0.008, memory: 16628, top1_acc: 0.6786, top5_acc: 0.8603, loss_cls: 1.3001, loss: 1.3001, grad_norm: 6.2465 2021-01-29 11:57:23,282 - mmaction - INFO - Epoch [243][220/2147] lr: 1.472e-03, eta: 14:01:48, time: 1.575, data_time: 0.010, memory: 16628, top1_acc: 0.6746, top5_acc: 0.8504, loss_cls: 1.3615, loss: 1.3615, grad_norm: 6.3915 2021-01-29 11:57:55,252 - mmaction - INFO - Epoch [243][240/2147] lr: 1.472e-03, eta: 14:01:14, time: 1.599, data_time: 0.006, memory: 16628, top1_acc: 0.6835, top5_acc: 0.8585, loss_cls: 1.3128, loss: 1.3128, grad_norm: 6.1644 2021-01-29 11:58:26,696 - mmaction - INFO - Epoch [243][260/2147] lr: 1.472e-03, eta: 14:00:40, time: 1.568, data_time: 0.002, memory: 16628, top1_acc: 0.6937, top5_acc: 0.8679, loss_cls: 1.2864, loss: 1.2864, grad_norm: 6.1425 2021-01-29 11:58:55,861 - mmaction - INFO - Epoch [243][280/2147] lr: 1.472e-03, eta: 14:00:06, time: 1.460, data_time: 0.006, memory: 16628, top1_acc: 0.6964, top5_acc: 0.8656, loss_cls: 1.2677, loss: 1.2677, grad_norm: 5.9369 2021-01-29 11:59:29,100 - mmaction - INFO - Epoch [243][300/2147] lr: 1.472e-03, eta: 13:59:32, time: 1.664, data_time: 0.005, memory: 16628, top1_acc: 0.6902, top5_acc: 0.8647, loss_cls: 1.2750, loss: 1.2750, grad_norm: 6.1845 2021-01-29 12:00:02,569 - mmaction - INFO - Epoch [243][320/2147] lr: 1.472e-03, eta: 13:58:58, time: 1.674, data_time: 0.008, memory: 16628, top1_acc: 0.6777, top5_acc: 0.8545, loss_cls: 1.3233, loss: 1.3233, grad_norm: 6.3648 2021-01-29 12:00:36,975 - mmaction - INFO - Epoch [243][340/2147] lr: 1.472e-03, eta: 13:58:24, time: 1.714, data_time: 0.002, memory: 16628, top1_acc: 0.6813, top5_acc: 0.8522, loss_cls: 1.3286, loss: 1.3286, grad_norm: 6.1943 2021-01-29 12:01:12,745 - mmaction - INFO - Epoch [243][360/2147] lr: 1.472e-03, eta: 13:57:50, time: 1.787, data_time: 0.011, memory: 16628, top1_acc: 0.6897, top5_acc: 0.8638, loss_cls: 1.3203, loss: 1.3203, grad_norm: 6.1706 2021-01-29 12:01:53,829 - mmaction - INFO - Epoch [243][380/2147] lr: 1.472e-03, eta: 13:57:17, time: 2.058, data_time: 0.067, memory: 16628, top1_acc: 0.6701, top5_acc: 0.8491, loss_cls: 1.3638, loss: 1.3638, grad_norm: 6.3847 2021-01-29 12:02:22,558 - mmaction - INFO - Epoch [243][400/2147] lr: 1.472e-03, eta: 13:56:43, time: 1.438, data_time: 0.012, memory: 16628, top1_acc: 0.6772, top5_acc: 0.8594, loss_cls: 1.3575, loss: 1.3575, grad_norm: 6.3915 2021-01-29 12:02:54,124 - mmaction - INFO - Epoch [243][420/2147] lr: 1.472e-03, eta: 13:56:09, time: 1.580, data_time: 0.013, memory: 16628, top1_acc: 0.6812, top5_acc: 0.8670, loss_cls: 1.2768, loss: 1.2768, grad_norm: 6.1327 2021-01-29 12:03:23,824 - mmaction - INFO - Epoch [243][440/2147] lr: 1.472e-03, eta: 13:55:35, time: 1.486, data_time: 0.006, memory: 16628, top1_acc: 0.6777, top5_acc: 0.8446, loss_cls: 1.3879, loss: 1.3879, grad_norm: 6.3451 2021-01-29 12:03:52,929 - mmaction - INFO - Epoch [243][460/2147] lr: 1.472e-03, eta: 13:55:00, time: 1.444, data_time: 0.004, memory: 16628, top1_acc: 0.6817, top5_acc: 0.8607, loss_cls: 1.3237, loss: 1.3237, grad_norm: 6.4011 2021-01-29 12:04:25,038 - mmaction - INFO - Epoch [243][480/2147] lr: 1.472e-03, eta: 13:54:27, time: 1.610, data_time: 0.019, memory: 16628, top1_acc: 0.6643, top5_acc: 0.8469, loss_cls: 1.4381, loss: 1.4381, grad_norm: 6.4402 2021-01-29 12:04:53,742 - mmaction - INFO - Epoch [243][500/2147] lr: 1.472e-03, eta: 13:53:52, time: 1.443, data_time: 0.012, memory: 16628, top1_acc: 0.6750, top5_acc: 0.8545, loss_cls: 1.3621, loss: 1.3621, grad_norm: 6.4195 2021-01-29 12:05:22,688 - mmaction - INFO - Epoch [243][520/2147] lr: 1.472e-03, eta: 13:53:18, time: 1.443, data_time: 0.005, memory: 16628, top1_acc: 0.6603, top5_acc: 0.8321, loss_cls: 1.4177, loss: 1.4177, grad_norm: 6.2955 2021-01-29 12:05:53,941 - mmaction - INFO - Epoch [243][540/2147] lr: 1.472e-03, eta: 13:52:44, time: 1.562, data_time: 0.014, memory: 16628, top1_acc: 0.6746, top5_acc: 0.8643, loss_cls: 1.3208, loss: 1.3208, grad_norm: 6.2966 2021-01-29 12:06:24,254 - mmaction - INFO - Epoch [243][560/2147] lr: 1.472e-03, eta: 13:52:10, time: 1.520, data_time: 0.012, memory: 16628, top1_acc: 0.6871, top5_acc: 0.8562, loss_cls: 1.3282, loss: 1.3282, grad_norm: 6.1946 2021-01-29 12:06:58,528 - mmaction - INFO - Epoch [243][580/2147] lr: 1.472e-03, eta: 13:51:36, time: 1.714, data_time: 0.003, memory: 16628, top1_acc: 0.6813, top5_acc: 0.8540, loss_cls: 1.3319, loss: 1.3319, grad_norm: 6.2146 2021-01-29 12:07:27,046 - mmaction - INFO - Epoch [243][600/2147] lr: 1.472e-03, eta: 13:51:02, time: 1.425, data_time: 0.001, memory: 16628, top1_acc: 0.6763, top5_acc: 0.8594, loss_cls: 1.3368, loss: 1.3368, grad_norm: 6.3667 2021-01-29 12:07:55,252 - mmaction - INFO - Epoch [243][620/2147] lr: 1.472e-03, eta: 13:50:28, time: 1.411, data_time: 0.004, memory: 16628, top1_acc: 0.6804, top5_acc: 0.8696, loss_cls: 1.3160, loss: 1.3160, grad_norm: 6.2584 2021-01-29 12:08:27,999 - mmaction - INFO - Epoch [243][640/2147] lr: 1.472e-03, eta: 13:49:54, time: 1.637, data_time: 0.004, memory: 16628, top1_acc: 0.6759, top5_acc: 0.8647, loss_cls: 1.3110, loss: 1.3110, grad_norm: 6.3995 2021-01-29 12:08:56,653 - mmaction - INFO - Epoch [243][660/2147] lr: 1.472e-03, eta: 13:49:20, time: 1.432, data_time: 0.003, memory: 16628, top1_acc: 0.6687, top5_acc: 0.8504, loss_cls: 1.3833, loss: 1.3833, grad_norm: 6.4538 2021-01-29 12:09:32,901 - mmaction - INFO - Epoch [243][680/2147] lr: 1.472e-03, eta: 13:48:46, time: 1.811, data_time: 0.003, memory: 16628, top1_acc: 0.6871, top5_acc: 0.8670, loss_cls: 1.2987, loss: 1.2987, grad_norm: 6.4378 2021-01-29 12:10:05,105 - mmaction - INFO - Epoch [243][700/2147] lr: 1.472e-03, eta: 13:48:12, time: 1.611, data_time: 0.005, memory: 16628, top1_acc: 0.6795, top5_acc: 0.8545, loss_cls: 1.3374, loss: 1.3374, grad_norm: 6.4018 2021-01-29 12:10:33,817 - mmaction - INFO - Epoch [243][720/2147] lr: 1.472e-03, eta: 13:47:38, time: 1.437, data_time: 0.010, memory: 16628, top1_acc: 0.6808, top5_acc: 0.8616, loss_cls: 1.2995, loss: 1.2995, grad_norm: 6.0995 2021-01-29 12:11:02,607 - mmaction - INFO - Epoch [243][740/2147] lr: 1.472e-03, eta: 13:47:04, time: 1.439, data_time: 0.009, memory: 16628, top1_acc: 0.6795, top5_acc: 0.8509, loss_cls: 1.3160, loss: 1.3160, grad_norm: 6.2369 2021-01-29 12:11:32,895 - mmaction - INFO - Epoch [243][760/2147] lr: 1.472e-03, eta: 13:46:30, time: 1.515, data_time: 0.004, memory: 16628, top1_acc: 0.6812, top5_acc: 0.8603, loss_cls: 1.2980, loss: 1.2980, grad_norm: 6.2660 2021-01-29 12:12:16,791 - mmaction - INFO - Epoch [243][780/2147] lr: 1.472e-03, eta: 13:45:57, time: 2.162, data_time: 0.127, memory: 16628, top1_acc: 0.6799, top5_acc: 0.8455, loss_cls: 1.4091, loss: 1.4091, grad_norm: 6.3214 2021-01-29 12:12:47,474 - mmaction - INFO - Epoch [243][800/2147] lr: 1.472e-03, eta: 13:45:23, time: 1.562, data_time: 0.043, memory: 16628, top1_acc: 0.6862, top5_acc: 0.8607, loss_cls: 1.3190, loss: 1.3190, grad_norm: 6.2825 2021-01-29 12:13:18,923 - mmaction - INFO - Epoch [243][820/2147] lr: 1.472e-03, eta: 13:44:49, time: 1.569, data_time: 0.010, memory: 16628, top1_acc: 0.6759, top5_acc: 0.8531, loss_cls: 1.3602, loss: 1.3602, grad_norm: 6.2202 2021-01-29 12:13:50,844 - mmaction - INFO - Epoch [243][840/2147] lr: 1.472e-03, eta: 13:44:15, time: 1.599, data_time: 0.022, memory: 16628, top1_acc: 0.6790, top5_acc: 0.8567, loss_cls: 1.3452, loss: 1.3452, grad_norm: 6.2549 2021-01-29 12:14:22,363 - mmaction - INFO - Epoch [243][860/2147] lr: 1.472e-03, eta: 13:43:41, time: 1.578, data_time: 0.010, memory: 16628, top1_acc: 0.6509, top5_acc: 0.8424, loss_cls: 1.4330, loss: 1.4330, grad_norm: 6.5207 2021-01-29 12:14:51,566 - mmaction - INFO - Epoch [243][880/2147] lr: 1.472e-03, eta: 13:43:07, time: 1.461, data_time: 0.005, memory: 16628, top1_acc: 0.6866, top5_acc: 0.8522, loss_cls: 1.3316, loss: 1.3316, grad_norm: 6.1147 2021-01-29 12:15:21,208 - mmaction - INFO - Epoch [243][900/2147] lr: 1.472e-03, eta: 13:42:33, time: 1.483, data_time: 0.003, memory: 16628, top1_acc: 0.6955, top5_acc: 0.8687, loss_cls: 1.2577, loss: 1.2577, grad_norm: 6.2299 2021-01-29 12:15:52,409 - mmaction - INFO - Epoch [243][920/2147] lr: 1.472e-03, eta: 13:41:59, time: 1.559, data_time: 0.003, memory: 16628, top1_acc: 0.6701, top5_acc: 0.8482, loss_cls: 1.3487, loss: 1.3487, grad_norm: 6.3331 2021-01-29 12:16:21,098 - mmaction - INFO - Epoch [243][940/2147] lr: 1.472e-03, eta: 13:41:24, time: 1.435, data_time: 0.003, memory: 16628, top1_acc: 0.6714, top5_acc: 0.8536, loss_cls: 1.3580, loss: 1.3580, grad_norm: 6.2802 2021-01-29 12:17:03,247 - mmaction - INFO - Epoch [243][960/2147] lr: 1.472e-03, eta: 13:40:51, time: 2.101, data_time: 0.006, memory: 16628, top1_acc: 0.6897, top5_acc: 0.8585, loss_cls: 1.3112, loss: 1.3112, grad_norm: 6.1913 2021-01-29 12:17:32,569 - mmaction - INFO - Epoch [243][980/2147] lr: 1.472e-03, eta: 13:40:17, time: 1.465, data_time: 0.013, memory: 16628, top1_acc: 0.6621, top5_acc: 0.8402, loss_cls: 1.3870, loss: 1.3870, grad_norm: 6.4241 2021-01-29 12:18:04,219 - mmaction - INFO - Epoch [243][1000/2147] lr: 1.472e-03, eta: 13:39:43, time: 1.588, data_time: 0.011, memory: 16628, top1_acc: 0.6924, top5_acc: 0.8571, loss_cls: 1.3143, loss: 1.3143, grad_norm: 6.1185 2021-01-29 12:18:36,023 - mmaction - INFO - Epoch [243][1020/2147] lr: 1.472e-03, eta: 13:39:09, time: 1.581, data_time: 0.006, memory: 16628, top1_acc: 0.6924, top5_acc: 0.8768, loss_cls: 1.2570, loss: 1.2570, grad_norm: 6.1736 2021-01-29 12:19:05,390 - mmaction - INFO - Epoch [243][1040/2147] lr: 1.472e-03, eta: 13:38:35, time: 1.477, data_time: 0.022, memory: 16628, top1_acc: 0.6915, top5_acc: 0.8576, loss_cls: 1.2985, loss: 1.2985, grad_norm: 6.2444 2021-01-29 12:19:44,796 - mmaction - INFO - Epoch [243][1060/2147] lr: 1.472e-03, eta: 13:38:01, time: 1.970, data_time: 0.005, memory: 16628, top1_acc: 0.6661, top5_acc: 0.8504, loss_cls: 1.3543, loss: 1.3543, grad_norm: 6.4022 2021-01-29 12:20:13,488 - mmaction - INFO - Epoch [243][1080/2147] lr: 1.472e-03, eta: 13:37:27, time: 1.436, data_time: 0.009, memory: 16628, top1_acc: 0.6768, top5_acc: 0.8603, loss_cls: 1.3369, loss: 1.3369, grad_norm: 6.3495 2021-01-29 12:20:41,855 - mmaction - INFO - Epoch [243][1100/2147] lr: 1.472e-03, eta: 13:36:53, time: 1.420, data_time: 0.004, memory: 16628, top1_acc: 0.6741, top5_acc: 0.8589, loss_cls: 1.3300, loss: 1.3300, grad_norm: 6.5317 2021-01-29 12:21:18,996 - mmaction - INFO - Epoch [243][1120/2147] lr: 1.472e-03, eta: 13:36:19, time: 1.854, data_time: 0.004, memory: 16628, top1_acc: 0.6786, top5_acc: 0.8656, loss_cls: 1.3021, loss: 1.3021, grad_norm: 6.2846 2021-01-29 12:21:59,350 - mmaction - INFO - Epoch [243][1140/2147] lr: 1.472e-03, eta: 13:35:46, time: 2.019, data_time: 0.010, memory: 16628, top1_acc: 0.6830, top5_acc: 0.8558, loss_cls: 1.3270, loss: 1.3270, grad_norm: 6.3107 2021-01-29 12:22:36,372 - mmaction - INFO - Epoch [243][1160/2147] lr: 1.472e-03, eta: 13:35:12, time: 1.824, data_time: 0.011, memory: 16628, top1_acc: 0.6879, top5_acc: 0.8656, loss_cls: 1.3171, loss: 1.3171, grad_norm: 6.4483 2021-01-29 12:23:13,865 - mmaction - INFO - Epoch [243][1180/2147] lr: 1.472e-03, eta: 13:34:38, time: 1.897, data_time: 0.036, memory: 16628, top1_acc: 0.6772, top5_acc: 0.8585, loss_cls: 1.3354, loss: 1.3354, grad_norm: 6.4913 2021-01-29 12:23:45,136 - mmaction - INFO - Epoch [243][1200/2147] lr: 1.472e-03, eta: 13:34:04, time: 1.563, data_time: 0.011, memory: 16628, top1_acc: 0.7004, top5_acc: 0.8607, loss_cls: 1.2892, loss: 1.2892, grad_norm: 6.1511 2021-01-29 12:24:20,840 - mmaction - INFO - Epoch [243][1220/2147] lr: 1.472e-03, eta: 13:33:31, time: 1.792, data_time: 0.011, memory: 16628, top1_acc: 0.6844, top5_acc: 0.8576, loss_cls: 1.3197, loss: 1.3197, grad_norm: 6.2424 2021-01-29 12:24:53,989 - mmaction - INFO - Epoch [243][1240/2147] lr: 1.472e-03, eta: 13:32:57, time: 1.652, data_time: 0.008, memory: 16628, top1_acc: 0.6679, top5_acc: 0.8438, loss_cls: 1.3627, loss: 1.3627, grad_norm: 6.3994 2021-01-29 12:25:27,136 - mmaction - INFO - Epoch [243][1260/2147] lr: 1.472e-03, eta: 13:32:23, time: 1.655, data_time: 0.013, memory: 16628, top1_acc: 0.6937, top5_acc: 0.8603, loss_cls: 1.2637, loss: 1.2637, grad_norm: 6.2130 2021-01-29 12:25:56,847 - mmaction - INFO - Epoch [243][1280/2147] lr: 1.472e-03, eta: 13:31:49, time: 1.490, data_time: 0.022, memory: 16628, top1_acc: 0.6629, top5_acc: 0.8384, loss_cls: 1.4175, loss: 1.4175, grad_norm: 6.5262 2021-01-29 12:26:27,205 - mmaction - INFO - Epoch [243][1300/2147] lr: 1.472e-03, eta: 13:31:15, time: 1.517, data_time: 0.007, memory: 16628, top1_acc: 0.6790, top5_acc: 0.8464, loss_cls: 1.4031, loss: 1.4031, grad_norm: 6.4433 2021-01-29 12:27:06,811 - mmaction - INFO - Epoch [243][1320/2147] lr: 1.472e-03, eta: 13:30:41, time: 1.983, data_time: 0.007, memory: 16628, top1_acc: 0.6670, top5_acc: 0.8554, loss_cls: 1.3634, loss: 1.3634, grad_norm: 6.5796 2021-01-29 12:27:35,741 - mmaction - INFO - Epoch [243][1340/2147] lr: 1.472e-03, eta: 13:30:07, time: 1.447, data_time: 0.002, memory: 16628, top1_acc: 0.6844, top5_acc: 0.8705, loss_cls: 1.3009, loss: 1.3009, grad_norm: 6.3497 2021-01-29 12:28:08,366 - mmaction - INFO - Epoch [243][1360/2147] lr: 1.472e-03, eta: 13:29:33, time: 1.629, data_time: 0.004, memory: 16628, top1_acc: 0.6844, top5_acc: 0.8625, loss_cls: 1.3017, loss: 1.3017, grad_norm: 6.1511 2021-01-29 12:28:39,649 - mmaction - INFO - Epoch [243][1380/2147] lr: 1.472e-03, eta: 13:28:59, time: 1.566, data_time: 0.009, memory: 16628, top1_acc: 0.6862, top5_acc: 0.8598, loss_cls: 1.3198, loss: 1.3198, grad_norm: 6.2772 2021-01-29 12:29:11,868 - mmaction - INFO - Epoch [243][1400/2147] lr: 1.472e-03, eta: 13:28:25, time: 1.611, data_time: 0.003, memory: 16628, top1_acc: 0.6701, top5_acc: 0.8576, loss_cls: 1.3755, loss: 1.3755, grad_norm: 6.5295 2021-01-29 12:29:43,484 - mmaction - INFO - Epoch [243][1420/2147] lr: 1.472e-03, eta: 13:27:51, time: 1.578, data_time: 0.002, memory: 16628, top1_acc: 0.6830, top5_acc: 0.8621, loss_cls: 1.3087, loss: 1.3087, grad_norm: 6.3375 2021-01-29 12:30:12,659 - mmaction - INFO - Epoch [243][1440/2147] lr: 1.472e-03, eta: 13:27:17, time: 1.461, data_time: 0.006, memory: 16628, top1_acc: 0.6875, top5_acc: 0.8580, loss_cls: 1.3201, loss: 1.3201, grad_norm: 6.4235 2021-01-29 12:30:42,674 - mmaction - INFO - Epoch [243][1460/2147] lr: 1.472e-03, eta: 13:26:43, time: 1.497, data_time: 0.002, memory: 16628, top1_acc: 0.6737, top5_acc: 0.8540, loss_cls: 1.3094, loss: 1.3094, grad_norm: 6.4072 2021-01-29 12:31:12,860 - mmaction - INFO - Epoch [243][1480/2147] lr: 1.472e-03, eta: 13:26:09, time: 1.511, data_time: 0.007, memory: 16628, top1_acc: 0.6848, top5_acc: 0.8638, loss_cls: 1.2818, loss: 1.2818, grad_norm: 6.2841 2021-01-29 12:31:42,887 - mmaction - INFO - Epoch [243][1500/2147] lr: 1.472e-03, eta: 13:25:35, time: 1.480, data_time: 0.007, memory: 16628, top1_acc: 0.6772, top5_acc: 0.8580, loss_cls: 1.3409, loss: 1.3409, grad_norm: 6.3600 2021-01-29 12:32:12,905 - mmaction - INFO - Epoch [243][1520/2147] lr: 1.472e-03, eta: 13:25:01, time: 1.509, data_time: 0.028, memory: 16628, top1_acc: 0.6915, top5_acc: 0.8670, loss_cls: 1.2680, loss: 1.2680, grad_norm: 6.3083 2021-01-29 12:32:41,667 - mmaction - INFO - Epoch [243][1540/2147] lr: 1.472e-03, eta: 13:24:27, time: 1.453, data_time: 0.023, memory: 16628, top1_acc: 0.6768, top5_acc: 0.8629, loss_cls: 1.2913, loss: 1.2913, grad_norm: 6.3009 2021-01-29 12:33:12,319 - mmaction - INFO - Epoch [243][1560/2147] lr: 1.472e-03, eta: 13:23:53, time: 1.534, data_time: 0.003, memory: 16628, top1_acc: 0.6647, top5_acc: 0.8607, loss_cls: 1.3732, loss: 1.3732, grad_norm: 6.5902 2021-01-29 12:33:41,013 - mmaction - INFO - Epoch [243][1580/2147] lr: 1.472e-03, eta: 13:23:19, time: 1.434, data_time: 0.007, memory: 16628, top1_acc: 0.6616, top5_acc: 0.8402, loss_cls: 1.4396, loss: 1.4396, grad_norm: 6.5156 2021-01-29 12:34:10,223 - mmaction - INFO - Epoch [243][1600/2147] lr: 1.472e-03, eta: 13:22:45, time: 1.461, data_time: 0.003, memory: 16628, top1_acc: 0.6723, top5_acc: 0.8580, loss_cls: 1.3260, loss: 1.3260, grad_norm: 6.4041 2021-01-29 12:34:38,931 - mmaction - INFO - Epoch [243][1620/2147] lr: 1.472e-03, eta: 13:22:10, time: 1.435, data_time: 0.001, memory: 16628, top1_acc: 0.6687, top5_acc: 0.8531, loss_cls: 1.3889, loss: 1.3889, grad_norm: 6.4715 2021-01-29 12:35:16,781 - mmaction - INFO - Epoch [243][1640/2147] lr: 1.472e-03, eta: 13:21:37, time: 1.879, data_time: 0.002, memory: 16628, top1_acc: 0.6746, top5_acc: 0.8522, loss_cls: 1.3532, loss: 1.3532, grad_norm: 6.3805 2021-01-29 12:35:48,424 - mmaction - INFO - Epoch [243][1660/2147] lr: 1.472e-03, eta: 13:21:03, time: 1.594, data_time: 0.018, memory: 16628, top1_acc: 0.6799, top5_acc: 0.8710, loss_cls: 1.2603, loss: 1.2603, grad_norm: 6.2312 2021-01-29 12:36:18,290 - mmaction - INFO - Epoch [243][1680/2147] lr: 1.472e-03, eta: 13:20:29, time: 1.495, data_time: 0.007, memory: 16628, top1_acc: 0.6835, top5_acc: 0.8549, loss_cls: 1.3362, loss: 1.3362, grad_norm: 6.4466 2021-01-29 12:36:51,012 - mmaction - INFO - Epoch [243][1700/2147] lr: 1.472e-03, eta: 13:19:55, time: 1.633, data_time: 0.003, memory: 16628, top1_acc: 0.6692, top5_acc: 0.8513, loss_cls: 1.3711, loss: 1.3711, grad_norm: 6.5440 2021-01-29 12:37:21,719 - mmaction - INFO - Epoch [243][1720/2147] lr: 1.472e-03, eta: 13:19:21, time: 1.539, data_time: 0.013, memory: 16628, top1_acc: 0.6750, top5_acc: 0.8527, loss_cls: 1.3719, loss: 1.3719, grad_norm: 6.2862 2021-01-29 12:37:50,361 - mmaction - INFO - Epoch [243][1740/2147] lr: 1.472e-03, eta: 13:18:47, time: 1.430, data_time: 0.003, memory: 16628, top1_acc: 0.6804, top5_acc: 0.8670, loss_cls: 1.2949, loss: 1.2949, grad_norm: 6.1236 2021-01-29 12:38:18,849 - mmaction - INFO - Epoch [243][1760/2147] lr: 1.472e-03, eta: 13:18:13, time: 1.425, data_time: 0.005, memory: 16628, top1_acc: 0.6879, top5_acc: 0.8674, loss_cls: 1.2697, loss: 1.2697, grad_norm: 6.0609 2021-01-29 12:38:48,711 - mmaction - INFO - Epoch [243][1780/2147] lr: 1.472e-03, eta: 13:17:39, time: 1.492, data_time: 0.005, memory: 16628, top1_acc: 0.6656, top5_acc: 0.8589, loss_cls: 1.3302, loss: 1.3302, grad_norm: 6.3230 2021-01-29 12:39:19,158 - mmaction - INFO - Epoch [243][1800/2147] lr: 1.472e-03, eta: 13:17:05, time: 1.522, data_time: 0.009, memory: 16628, top1_acc: 0.6683, top5_acc: 0.8442, loss_cls: 1.3792, loss: 1.3792, grad_norm: 6.3392 2021-01-29 12:39:53,673 - mmaction - INFO - Epoch [243][1820/2147] lr: 1.472e-03, eta: 13:16:31, time: 1.729, data_time: 0.004, memory: 16628, top1_acc: 0.6951, top5_acc: 0.8567, loss_cls: 1.2817, loss: 1.2817, grad_norm: 6.2360 2021-01-29 12:40:23,758 - mmaction - INFO - Epoch [243][1840/2147] lr: 1.472e-03, eta: 13:15:57, time: 1.504, data_time: 0.003, memory: 16628, top1_acc: 0.6763, top5_acc: 0.8616, loss_cls: 1.3090, loss: 1.3090, grad_norm: 6.2703 2021-01-29 12:40:54,809 - mmaction - INFO - Epoch [243][1860/2147] lr: 1.472e-03, eta: 13:15:23, time: 1.547, data_time: 0.004, memory: 16628, top1_acc: 0.6701, top5_acc: 0.8647, loss_cls: 1.3446, loss: 1.3446, grad_norm: 6.5294 2021-01-29 12:41:34,767 - mmaction - INFO - Epoch [243][1880/2147] lr: 1.472e-03, eta: 13:14:49, time: 1.997, data_time: 0.010, memory: 16628, top1_acc: 0.6759, top5_acc: 0.8536, loss_cls: 1.3549, loss: 1.3549, grad_norm: 6.2041 2021-01-29 12:42:18,070 - mmaction - INFO - Epoch [243][1900/2147] lr: 1.472e-03, eta: 13:14:16, time: 2.165, data_time: 0.079, memory: 16628, top1_acc: 0.6683, top5_acc: 0.8433, loss_cls: 1.4239, loss: 1.4239, grad_norm: 6.4310 2021-01-29 12:42:46,804 - mmaction - INFO - Epoch [243][1920/2147] lr: 1.472e-03, eta: 13:13:42, time: 1.441, data_time: 0.012, memory: 16628, top1_acc: 0.6714, top5_acc: 0.8371, loss_cls: 1.3810, loss: 1.3810, grad_norm: 6.2870 2021-01-29 12:43:15,845 - mmaction - INFO - Epoch [243][1940/2147] lr: 1.472e-03, eta: 13:13:08, time: 1.454, data_time: 0.006, memory: 16628, top1_acc: 0.6946, top5_acc: 0.8647, loss_cls: 1.2842, loss: 1.2842, grad_norm: 6.1625 2021-01-29 12:43:49,258 - mmaction - INFO - Epoch [243][1960/2147] lr: 1.472e-03, eta: 13:12:34, time: 1.666, data_time: 0.007, memory: 16628, top1_acc: 0.6799, top5_acc: 0.8562, loss_cls: 1.3171, loss: 1.3171, grad_norm: 6.2371 2021-01-29 12:44:25,710 - mmaction - INFO - Epoch [243][1980/2147] lr: 1.472e-03, eta: 13:12:00, time: 1.818, data_time: 0.014, memory: 16628, top1_acc: 0.6893, top5_acc: 0.8567, loss_cls: 1.3167, loss: 1.3167, grad_norm: 6.1624 2021-01-29 12:44:58,287 - mmaction - INFO - Epoch [243][2000/2147] lr: 1.472e-03, eta: 13:11:26, time: 1.634, data_time: 0.020, memory: 16628, top1_acc: 0.6705, top5_acc: 0.8531, loss_cls: 1.3829, loss: 1.3829, grad_norm: 6.4788 2021-01-29 12:45:29,119 - mmaction - INFO - Epoch [243][2020/2147] lr: 1.472e-03, eta: 13:10:52, time: 1.547, data_time: 0.009, memory: 16628, top1_acc: 0.6853, top5_acc: 0.8665, loss_cls: 1.2920, loss: 1.2920, grad_norm: 6.3359 2021-01-29 12:45:57,627 - mmaction - INFO - Epoch [243][2040/2147] lr: 1.472e-03, eta: 13:10:18, time: 1.422, data_time: 0.002, memory: 16628, top1_acc: 0.6804, top5_acc: 0.8558, loss_cls: 1.3259, loss: 1.3259, grad_norm: 6.3237 2021-01-29 12:46:27,174 - mmaction - INFO - Epoch [243][2060/2147] lr: 1.472e-03, eta: 13:09:44, time: 1.474, data_time: 0.007, memory: 16628, top1_acc: 0.6857, top5_acc: 0.8625, loss_cls: 1.3041, loss: 1.3041, grad_norm: 6.3051 2021-01-29 12:47:12,348 - mmaction - INFO - Epoch [243][2080/2147] lr: 1.472e-03, eta: 13:09:11, time: 2.248, data_time: 0.013, memory: 16628, top1_acc: 0.6754, top5_acc: 0.8496, loss_cls: 1.3585, loss: 1.3585, grad_norm: 6.3352 2021-01-29 12:47:43,493 - mmaction - INFO - Epoch [243][2100/2147] lr: 1.472e-03, eta: 13:08:37, time: 1.567, data_time: 0.022, memory: 16628, top1_acc: 0.6728, top5_acc: 0.8558, loss_cls: 1.3464, loss: 1.3464, grad_norm: 6.3889 2021-01-29 12:48:16,744 - mmaction - INFO - Epoch [243][2120/2147] lr: 1.472e-03, eta: 13:08:03, time: 1.659, data_time: 0.011, memory: 16628, top1_acc: 0.6964, top5_acc: 0.8625, loss_cls: 1.2977, loss: 1.2977, grad_norm: 6.3512 2021-01-29 12:48:49,357 - mmaction - INFO - Epoch [243][2140/2147] lr: 1.472e-03, eta: 13:07:29, time: 1.638, data_time: 0.024, memory: 16628, top1_acc: 0.6621, top5_acc: 0.8594, loss_cls: 1.3394, loss: 1.3394, grad_norm: 6.5563 2021-01-29 12:54:38,963 - mmaction - INFO - Epoch [244][20/2147] lr: 1.270e-03, eta: 13:06:58, time: 16.018, data_time: 14.317, memory: 16628, top1_acc: 0.6879, top5_acc: 0.8518, loss_cls: 1.3325, loss: 1.3325, grad_norm: 6.3672 2021-01-29 12:55:12,094 - mmaction - INFO - Epoch [244][40/2147] lr: 1.270e-03, eta: 13:06:24, time: 1.658, data_time: 0.020, memory: 16628, top1_acc: 0.6853, top5_acc: 0.8585, loss_cls: 1.3245, loss: 1.3245, grad_norm: 6.3772 2021-01-29 12:55:47,324 - mmaction - INFO - Epoch [244][60/2147] lr: 1.270e-03, eta: 13:05:50, time: 1.760, data_time: 0.008, memory: 16628, top1_acc: 0.6826, top5_acc: 0.8500, loss_cls: 1.3260, loss: 1.3260, grad_norm: 6.2393 2021-01-29 12:56:16,223 - mmaction - INFO - Epoch [244][80/2147] lr: 1.270e-03, eta: 13:05:16, time: 1.450, data_time: 0.010, memory: 16628, top1_acc: 0.6946, top5_acc: 0.8616, loss_cls: 1.3067, loss: 1.3067, grad_norm: 6.3307 2021-01-29 12:56:54,169 - mmaction - INFO - Epoch [244][100/2147] lr: 1.270e-03, eta: 13:04:42, time: 1.890, data_time: 0.005, memory: 16628, top1_acc: 0.7067, top5_acc: 0.8616, loss_cls: 1.2472, loss: 1.2472, grad_norm: 6.0744 2021-01-29 12:57:22,881 - mmaction - INFO - Epoch [244][120/2147] lr: 1.270e-03, eta: 13:04:08, time: 1.445, data_time: 0.012, memory: 16628, top1_acc: 0.6884, top5_acc: 0.8504, loss_cls: 1.3350, loss: 1.3350, grad_norm: 6.2822 2021-01-29 12:57:55,617 - mmaction - INFO - Epoch [244][140/2147] lr: 1.270e-03, eta: 13:03:34, time: 1.636, data_time: 0.006, memory: 16628, top1_acc: 0.7027, top5_acc: 0.8754, loss_cls: 1.2610, loss: 1.2610, grad_norm: 6.5318 2021-01-29 12:58:27,772 - mmaction - INFO - Epoch [244][160/2147] lr: 1.270e-03, eta: 13:03:00, time: 1.602, data_time: 0.005, memory: 16628, top1_acc: 0.7004, top5_acc: 0.8576, loss_cls: 1.3002, loss: 1.3002, grad_norm: 6.2544 2021-01-29 12:59:05,291 - mmaction - INFO - Epoch [244][180/2147] lr: 1.270e-03, eta: 13:02:27, time: 1.881, data_time: 0.013, memory: 16628, top1_acc: 0.6955, top5_acc: 0.8621, loss_cls: 1.2527, loss: 1.2527, grad_norm: 6.2623 2021-01-29 12:59:34,664 - mmaction - INFO - Epoch [244][200/2147] lr: 1.270e-03, eta: 13:01:53, time: 1.467, data_time: 0.006, memory: 16628, top1_acc: 0.6991, top5_acc: 0.8741, loss_cls: 1.2234, loss: 1.2234, grad_norm: 6.1903 2021-01-29 13:00:10,844 - mmaction - INFO - Epoch [244][220/2147] lr: 1.270e-03, eta: 13:01:19, time: 1.804, data_time: 0.004, memory: 16628, top1_acc: 0.6728, top5_acc: 0.8451, loss_cls: 1.3762, loss: 1.3762, grad_norm: 6.4834 2021-01-29 13:00:42,079 - mmaction - INFO - Epoch [244][240/2147] lr: 1.270e-03, eta: 13:00:45, time: 1.568, data_time: 0.014, memory: 16628, top1_acc: 0.6902, top5_acc: 0.8647, loss_cls: 1.2887, loss: 1.2887, grad_norm: 6.3532 2021-01-29 13:01:11,611 - mmaction - INFO - Epoch [244][260/2147] lr: 1.270e-03, eta: 13:00:11, time: 1.477, data_time: 0.013, memory: 16628, top1_acc: 0.6848, top5_acc: 0.8656, loss_cls: 1.2995, loss: 1.2995, grad_norm: 6.4357 2021-01-29 13:01:42,278 - mmaction - INFO - Epoch [244][280/2147] lr: 1.270e-03, eta: 12:59:37, time: 1.415, data_time: 0.004, memory: 16628, top1_acc: 0.6804, top5_acc: 0.8460, loss_cls: 1.3705, loss: 1.3705, grad_norm: 6.3451 2021-01-29 13:02:13,380 - mmaction - INFO - Epoch [244][300/2147] lr: 1.270e-03, eta: 12:59:03, time: 1.673, data_time: 0.122, memory: 16628, top1_acc: 0.6768, top5_acc: 0.8451, loss_cls: 1.3967, loss: 1.3967, grad_norm: 6.5542 2021-01-29 13:02:42,635 - mmaction - INFO - Epoch [244][320/2147] lr: 1.270e-03, eta: 12:58:29, time: 1.463, data_time: 0.006, memory: 16628, top1_acc: 0.6759, top5_acc: 0.8455, loss_cls: 1.3551, loss: 1.3551, grad_norm: 6.2953 2021-01-29 13:03:11,572 - mmaction - INFO - Epoch [244][340/2147] lr: 1.270e-03, eta: 12:57:55, time: 1.447, data_time: 0.015, memory: 16628, top1_acc: 0.6821, top5_acc: 0.8540, loss_cls: 1.3432, loss: 1.3432, grad_norm: 6.2490 2021-01-29 13:03:45,373 - mmaction - INFO - Epoch [244][360/2147] lr: 1.270e-03, eta: 12:57:21, time: 1.690, data_time: 0.004, memory: 16628, top1_acc: 0.6835, top5_acc: 0.8616, loss_cls: 1.3088, loss: 1.3088, grad_norm: 6.3646 2021-01-29 13:04:15,948 - mmaction - INFO - Epoch [244][380/2147] lr: 1.270e-03, eta: 12:56:47, time: 1.528, data_time: 0.005, memory: 16628, top1_acc: 0.7013, top5_acc: 0.8670, loss_cls: 1.2658, loss: 1.2658, grad_norm: 6.1009 2021-01-29 13:04:46,077 - mmaction - INFO - Epoch [244][400/2147] lr: 1.270e-03, eta: 12:56:13, time: 1.505, data_time: 0.002, memory: 16628, top1_acc: 0.6768, top5_acc: 0.8612, loss_cls: 1.3094, loss: 1.3094, grad_norm: 6.3827 2021-01-29 13:05:14,936 - mmaction - INFO - Epoch [244][420/2147] lr: 1.270e-03, eta: 12:55:38, time: 1.437, data_time: 0.010, memory: 16628, top1_acc: 0.6625, top5_acc: 0.8433, loss_cls: 1.3992, loss: 1.3992, grad_norm: 6.5773 2021-01-29 13:05:51,764 - mmaction - INFO - Epoch [244][440/2147] lr: 1.270e-03, eta: 12:55:05, time: 1.847, data_time: 0.016, memory: 16628, top1_acc: 0.6902, top5_acc: 0.8647, loss_cls: 1.2713, loss: 1.2713, grad_norm: 6.3420 2021-01-29 13:06:22,154 - mmaction - INFO - Epoch [244][460/2147] lr: 1.270e-03, eta: 12:54:31, time: 1.518, data_time: 0.004, memory: 16628, top1_acc: 0.6866, top5_acc: 0.8585, loss_cls: 1.3342, loss: 1.3342, grad_norm: 6.3742 2021-01-29 13:06:54,771 - mmaction - INFO - Epoch [244][480/2147] lr: 1.270e-03, eta: 12:53:57, time: 1.630, data_time: 0.008, memory: 16628, top1_acc: 0.6911, top5_acc: 0.8603, loss_cls: 1.2769, loss: 1.2769, grad_norm: 6.3048 2021-01-29 13:07:26,169 - mmaction - INFO - Epoch [244][500/2147] lr: 1.270e-03, eta: 12:53:23, time: 1.574, data_time: 0.018, memory: 16628, top1_acc: 0.6897, top5_acc: 0.8607, loss_cls: 1.2737, loss: 1.2737, grad_norm: 6.1391 2021-01-29 13:07:56,739 - mmaction - INFO - Epoch [244][520/2147] lr: 1.270e-03, eta: 12:52:49, time: 1.528, data_time: 0.002, memory: 16628, top1_acc: 0.6920, top5_acc: 0.8629, loss_cls: 1.2773, loss: 1.2773, grad_norm: 6.1273 2021-01-29 13:08:30,535 - mmaction - INFO - Epoch [244][540/2147] lr: 1.270e-03, eta: 12:52:15, time: 1.688, data_time: 0.003, memory: 16628, top1_acc: 0.6844, top5_acc: 0.8567, loss_cls: 1.3222, loss: 1.3222, grad_norm: 6.4573 2021-01-29 13:09:02,758 - mmaction - INFO - Epoch [244][560/2147] lr: 1.270e-03, eta: 12:51:41, time: 1.613, data_time: 0.011, memory: 16628, top1_acc: 0.6835, top5_acc: 0.8482, loss_cls: 1.3414, loss: 1.3414, grad_norm: 6.3584 2021-01-29 13:09:34,998 - mmaction - INFO - Epoch [244][580/2147] lr: 1.270e-03, eta: 12:51:07, time: 1.604, data_time: 0.016, memory: 16628, top1_acc: 0.6848, top5_acc: 0.8554, loss_cls: 1.3040, loss: 1.3040, grad_norm: 6.3625 2021-01-29 13:10:03,586 - mmaction - INFO - Epoch [244][600/2147] lr: 1.270e-03, eta: 12:50:33, time: 1.437, data_time: 0.014, memory: 16628, top1_acc: 0.6884, top5_acc: 0.8621, loss_cls: 1.2862, loss: 1.2862, grad_norm: 6.3232 2021-01-29 13:10:38,999 - mmaction - INFO - Epoch [244][620/2147] lr: 1.270e-03, eta: 12:49:59, time: 1.766, data_time: 0.002, memory: 16628, top1_acc: 0.7036, top5_acc: 0.8696, loss_cls: 1.2315, loss: 1.2315, grad_norm: 6.0944 2021-01-29 13:11:10,576 - mmaction - INFO - Epoch [244][640/2147] lr: 1.270e-03, eta: 12:49:25, time: 1.582, data_time: 0.013, memory: 16628, top1_acc: 0.6937, top5_acc: 0.8737, loss_cls: 1.2548, loss: 1.2548, grad_norm: 6.3038 2021-01-29 13:11:50,868 - mmaction - INFO - Epoch [244][660/2147] lr: 1.270e-03, eta: 12:48:52, time: 2.007, data_time: 0.017, memory: 16628, top1_acc: 0.6799, top5_acc: 0.8576, loss_cls: 1.3085, loss: 1.3085, grad_norm: 6.4495 2021-01-29 13:12:21,723 - mmaction - INFO - Epoch [244][680/2147] lr: 1.270e-03, eta: 12:48:18, time: 1.549, data_time: 0.022, memory: 16628, top1_acc: 0.6799, top5_acc: 0.8647, loss_cls: 1.3296, loss: 1.3296, grad_norm: 6.4362 2021-01-29 13:12:50,457 - mmaction - INFO - Epoch [244][700/2147] lr: 1.270e-03, eta: 12:47:43, time: 1.440, data_time: 0.005, memory: 16628, top1_acc: 0.6857, top5_acc: 0.8567, loss_cls: 1.3100, loss: 1.3100, grad_norm: 6.3846 2021-01-29 13:13:22,605 - mmaction - INFO - Epoch [244][720/2147] lr: 1.270e-03, eta: 12:47:10, time: 1.607, data_time: 0.001, memory: 16628, top1_acc: 0.6629, top5_acc: 0.8487, loss_cls: 1.3968, loss: 1.3968, grad_norm: 6.6267 2021-01-29 13:13:54,132 - mmaction - INFO - Epoch [244][740/2147] lr: 1.270e-03, eta: 12:46:36, time: 1.574, data_time: 0.009, memory: 16628, top1_acc: 0.6848, top5_acc: 0.8562, loss_cls: 1.3255, loss: 1.3255, grad_norm: 6.3265 2021-01-29 13:14:22,957 - mmaction - INFO - Epoch [244][760/2147] lr: 1.270e-03, eta: 12:46:01, time: 1.443, data_time: 0.011, memory: 16628, top1_acc: 0.6683, top5_acc: 0.8571, loss_cls: 1.3582, loss: 1.3582, grad_norm: 6.4577 2021-01-29 13:14:56,591 - mmaction - INFO - Epoch [244][780/2147] lr: 1.270e-03, eta: 12:45:28, time: 1.681, data_time: 0.005, memory: 16628, top1_acc: 0.6924, top5_acc: 0.8625, loss_cls: 1.2862, loss: 1.2862, grad_norm: 6.3126 2021-01-29 13:15:28,034 - mmaction - INFO - Epoch [244][800/2147] lr: 1.270e-03, eta: 12:44:54, time: 1.574, data_time: 0.006, memory: 16628, top1_acc: 0.6853, top5_acc: 0.8540, loss_cls: 1.3137, loss: 1.3137, grad_norm: 6.2254 2021-01-29 13:15:58,932 - mmaction - INFO - Epoch [244][820/2147] lr: 1.270e-03, eta: 12:44:20, time: 1.545, data_time: 0.006, memory: 16628, top1_acc: 0.6871, top5_acc: 0.8580, loss_cls: 1.3026, loss: 1.3026, grad_norm: 6.4711 2021-01-29 13:16:47,206 - mmaction - INFO - Epoch [244][840/2147] lr: 1.270e-03, eta: 12:43:46, time: 2.337, data_time: 0.003, memory: 16628, top1_acc: 0.6902, top5_acc: 0.8656, loss_cls: 1.3069, loss: 1.3069, grad_norm: 6.3075 2021-01-29 13:17:20,695 - mmaction - INFO - Epoch [244][860/2147] lr: 1.270e-03, eta: 12:43:13, time: 1.749, data_time: 0.088, memory: 16628, top1_acc: 0.6937, top5_acc: 0.8786, loss_cls: 1.2580, loss: 1.2580, grad_norm: 6.2381 2021-01-29 13:17:57,919 - mmaction - INFO - Epoch [244][880/2147] lr: 1.270e-03, eta: 12:42:39, time: 1.848, data_time: 0.005, memory: 16628, top1_acc: 0.6683, top5_acc: 0.8522, loss_cls: 1.3497, loss: 1.3497, grad_norm: 6.4015 2021-01-29 13:18:34,121 - mmaction - INFO - Epoch [244][900/2147] lr: 1.270e-03, eta: 12:42:05, time: 1.825, data_time: 0.030, memory: 16628, top1_acc: 0.6804, top5_acc: 0.8549, loss_cls: 1.3302, loss: 1.3302, grad_norm: 6.6466 2021-01-29 13:19:05,333 - mmaction - INFO - Epoch [244][920/2147] lr: 1.270e-03, eta: 12:41:31, time: 1.561, data_time: 0.002, memory: 16628, top1_acc: 0.6893, top5_acc: 0.8656, loss_cls: 1.2717, loss: 1.2717, grad_norm: 6.2993 2021-01-29 13:19:42,863 - mmaction - INFO - Epoch [244][940/2147] lr: 1.270e-03, eta: 12:40:58, time: 1.874, data_time: 0.005, memory: 16628, top1_acc: 0.6719, top5_acc: 0.8665, loss_cls: 1.3297, loss: 1.3297, grad_norm: 6.5286 2021-01-29 13:20:12,667 - mmaction - INFO - Epoch [244][960/2147] lr: 1.270e-03, eta: 12:40:23, time: 1.487, data_time: 0.011, memory: 16628, top1_acc: 0.6830, top5_acc: 0.8540, loss_cls: 1.3672, loss: 1.3672, grad_norm: 6.4363 2021-01-29 13:20:45,402 - mmaction - INFO - Epoch [244][980/2147] lr: 1.270e-03, eta: 12:39:50, time: 1.638, data_time: 0.011, memory: 16628, top1_acc: 0.6839, top5_acc: 0.8612, loss_cls: 1.3380, loss: 1.3380, grad_norm: 6.4814 2021-01-29 13:21:13,846 - mmaction - INFO - Epoch [244][1000/2147] lr: 1.270e-03, eta: 12:39:15, time: 1.428, data_time: 0.013, memory: 16628, top1_acc: 0.6893, top5_acc: 0.8629, loss_cls: 1.3073, loss: 1.3073, grad_norm: 6.3888 2021-01-29 13:21:58,865 - mmaction - INFO - Epoch [244][1020/2147] lr: 1.270e-03, eta: 12:38:42, time: 2.247, data_time: 0.004, memory: 16628, top1_acc: 0.6857, top5_acc: 0.8513, loss_cls: 1.3257, loss: 1.3257, grad_norm: 6.3116 2021-01-29 13:22:27,650 - mmaction - INFO - Epoch [244][1040/2147] lr: 1.270e-03, eta: 12:38:08, time: 1.442, data_time: 0.008, memory: 16628, top1_acc: 0.6826, top5_acc: 0.8607, loss_cls: 1.3002, loss: 1.3002, grad_norm: 6.2998 2021-01-29 13:23:08,685 - mmaction - INFO - Epoch [244][1060/2147] lr: 1.270e-03, eta: 12:37:35, time: 2.045, data_time: 0.004, memory: 16628, top1_acc: 0.6839, top5_acc: 0.8634, loss_cls: 1.2865, loss: 1.2865, grad_norm: 6.3113 2021-01-29 13:23:41,290 - mmaction - INFO - Epoch [244][1080/2147] lr: 1.270e-03, eta: 12:37:01, time: 1.632, data_time: 0.010, memory: 16628, top1_acc: 0.6969, top5_acc: 0.8759, loss_cls: 1.2387, loss: 1.2387, grad_norm: 6.4772 2021-01-29 13:24:10,222 - mmaction - INFO - Epoch [244][1100/2147] lr: 1.270e-03, eta: 12:36:26, time: 1.452, data_time: 0.008, memory: 16628, top1_acc: 0.6893, top5_acc: 0.8589, loss_cls: 1.3018, loss: 1.3018, grad_norm: 6.3526 2021-01-29 13:24:39,943 - mmaction - INFO - Epoch [244][1120/2147] lr: 1.270e-03, eta: 12:35:52, time: 1.483, data_time: 0.005, memory: 16628, top1_acc: 0.6893, top5_acc: 0.8710, loss_cls: 1.2760, loss: 1.2760, grad_norm: 6.4203 2021-01-29 13:25:10,125 - mmaction - INFO - Epoch [244][1140/2147] lr: 1.270e-03, eta: 12:35:18, time: 1.499, data_time: 0.019, memory: 16628, top1_acc: 0.6687, top5_acc: 0.8464, loss_cls: 1.4017, loss: 1.4017, grad_norm: 6.6152 2021-01-29 13:25:38,568 - mmaction - INFO - Epoch [244][1160/2147] lr: 1.270e-03, eta: 12:34:44, time: 1.435, data_time: 0.015, memory: 16628, top1_acc: 0.6629, top5_acc: 0.8500, loss_cls: 1.4087, loss: 1.4087, grad_norm: 6.6658 2021-01-29 13:26:08,196 - mmaction - INFO - Epoch [244][1180/2147] lr: 1.270e-03, eta: 12:34:10, time: 1.467, data_time: 0.003, memory: 16628, top1_acc: 0.6804, top5_acc: 0.8616, loss_cls: 1.3066, loss: 1.3066, grad_norm: 6.4840 2021-01-29 13:26:42,699 - mmaction - INFO - Epoch [244][1200/2147] lr: 1.270e-03, eta: 12:33:36, time: 1.603, data_time: 0.018, memory: 16628, top1_acc: 0.6821, top5_acc: 0.8522, loss_cls: 1.3381, loss: 1.3381, grad_norm: 6.5259 2021-01-29 13:27:15,398 - mmaction - INFO - Epoch [244][1220/2147] lr: 1.270e-03, eta: 12:33:02, time: 1.772, data_time: 0.141, memory: 16628, top1_acc: 0.6920, top5_acc: 0.8598, loss_cls: 1.2960, loss: 1.2960, grad_norm: 6.4580 2021-01-29 13:27:51,352 - mmaction - INFO - Epoch [244][1240/2147] lr: 1.270e-03, eta: 12:32:29, time: 1.790, data_time: 0.028, memory: 16628, top1_acc: 0.7000, top5_acc: 0.8567, loss_cls: 1.2897, loss: 1.2897, grad_norm: 6.1947 2021-01-29 13:28:22,573 - mmaction - INFO - Epoch [244][1260/2147] lr: 1.270e-03, eta: 12:31:55, time: 1.562, data_time: 0.142, memory: 16628, top1_acc: 0.6955, top5_acc: 0.8536, loss_cls: 1.3008, loss: 1.3008, grad_norm: 6.3604 2021-01-29 13:28:52,644 - mmaction - INFO - Epoch [244][1280/2147] lr: 1.270e-03, eta: 12:31:21, time: 1.502, data_time: 0.012, memory: 16628, top1_acc: 0.6830, top5_acc: 0.8652, loss_cls: 1.2971, loss: 1.2971, grad_norm: 6.3049 2021-01-29 13:29:31,645 - mmaction - INFO - Epoch [244][1300/2147] lr: 1.270e-03, eta: 12:30:47, time: 1.947, data_time: 0.011, memory: 16628, top1_acc: 0.7004, top5_acc: 0.8683, loss_cls: 1.2700, loss: 1.2700, grad_norm: 6.2128 2021-01-29 13:30:02,087 - mmaction - INFO - Epoch [244][1320/2147] lr: 1.270e-03, eta: 12:30:13, time: 1.533, data_time: 0.017, memory: 16628, top1_acc: 0.6768, top5_acc: 0.8571, loss_cls: 1.3433, loss: 1.3433, grad_norm: 6.4222 2021-01-29 13:30:35,813 - mmaction - INFO - Epoch [244][1340/2147] lr: 1.270e-03, eta: 12:29:39, time: 1.683, data_time: 0.004, memory: 16628, top1_acc: 0.6692, top5_acc: 0.8478, loss_cls: 1.3633, loss: 1.3633, grad_norm: 6.7147 2021-01-29 13:31:04,270 - mmaction - INFO - Epoch [244][1360/2147] lr: 1.270e-03, eta: 12:29:05, time: 1.427, data_time: 0.011, memory: 16628, top1_acc: 0.6942, top5_acc: 0.8643, loss_cls: 1.2796, loss: 1.2796, grad_norm: 6.3864 2021-01-29 13:31:43,975 - mmaction - INFO - Epoch [244][1380/2147] lr: 1.270e-03, eta: 12:28:31, time: 1.984, data_time: 0.003, memory: 16628, top1_acc: 0.6893, top5_acc: 0.8692, loss_cls: 1.2945, loss: 1.2945, grad_norm: 6.4729 2021-01-29 13:32:13,422 - mmaction - INFO - Epoch [244][1400/2147] lr: 1.270e-03, eta: 12:27:57, time: 1.473, data_time: 0.006, memory: 16628, top1_acc: 0.6906, top5_acc: 0.8594, loss_cls: 1.3247, loss: 1.3247, grad_norm: 6.3496 2021-01-29 13:32:45,694 - mmaction - INFO - Epoch [244][1420/2147] lr: 1.270e-03, eta: 12:27:23, time: 1.610, data_time: 0.003, memory: 16628, top1_acc: 0.6853, top5_acc: 0.8549, loss_cls: 1.3229, loss: 1.3229, grad_norm: 6.5397 2021-01-29 13:33:23,396 - mmaction - INFO - Epoch [244][1440/2147] lr: 1.270e-03, eta: 12:26:50, time: 1.880, data_time: 0.013, memory: 16628, top1_acc: 0.6929, top5_acc: 0.8589, loss_cls: 1.2766, loss: 1.2766, grad_norm: 6.2598 2021-01-29 13:33:58,095 - mmaction - INFO - Epoch [244][1460/2147] lr: 1.270e-03, eta: 12:26:16, time: 1.738, data_time: 0.015, memory: 16628, top1_acc: 0.6763, top5_acc: 0.8482, loss_cls: 1.3607, loss: 1.3607, grad_norm: 6.5820 2021-01-29 13:34:28,269 - mmaction - INFO - Epoch [244][1480/2147] lr: 1.270e-03, eta: 12:25:42, time: 1.505, data_time: 0.010, memory: 16628, top1_acc: 0.6777, top5_acc: 0.8656, loss_cls: 1.2792, loss: 1.2792, grad_norm: 6.6086 2021-01-29 13:34:57,403 - mmaction - INFO - Epoch [244][1500/2147] lr: 1.270e-03, eta: 12:25:08, time: 1.462, data_time: 0.025, memory: 16628, top1_acc: 0.6911, top5_acc: 0.8665, loss_cls: 1.2996, loss: 1.2996, grad_norm: 6.4484 2021-01-29 13:35:27,054 - mmaction - INFO - Epoch [244][1520/2147] lr: 1.270e-03, eta: 12:24:34, time: 1.488, data_time: 0.010, memory: 16628, top1_acc: 0.6817, top5_acc: 0.8683, loss_cls: 1.2942, loss: 1.2942, grad_norm: 6.5584 2021-01-29 13:36:00,641 - mmaction - INFO - Epoch [244][1540/2147] lr: 1.270e-03, eta: 12:24:00, time: 1.679, data_time: 0.007, memory: 16628, top1_acc: 0.6924, top5_acc: 0.8567, loss_cls: 1.3080, loss: 1.3080, grad_norm: 6.3875 2021-01-29 13:36:32,914 - mmaction - INFO - Epoch [244][1560/2147] lr: 1.270e-03, eta: 12:23:26, time: 1.614, data_time: 0.004, memory: 16628, top1_acc: 0.7054, top5_acc: 0.8710, loss_cls: 1.2351, loss: 1.2351, grad_norm: 6.3926 2021-01-29 13:37:11,714 - mmaction - INFO - Epoch [244][1580/2147] lr: 1.270e-03, eta: 12:22:52, time: 1.939, data_time: 0.088, memory: 16628, top1_acc: 0.6817, top5_acc: 0.8634, loss_cls: 1.3162, loss: 1.3162, grad_norm: 6.4533 2021-01-29 13:37:45,814 - mmaction - INFO - Epoch [244][1600/2147] lr: 1.270e-03, eta: 12:22:19, time: 1.700, data_time: 0.003, memory: 16628, top1_acc: 0.6830, top5_acc: 0.8634, loss_cls: 1.2984, loss: 1.2984, grad_norm: 6.5641 2021-01-29 13:38:17,236 - mmaction - INFO - Epoch [244][1620/2147] lr: 1.270e-03, eta: 12:21:45, time: 1.577, data_time: 0.009, memory: 16628, top1_acc: 0.6866, top5_acc: 0.8665, loss_cls: 1.3060, loss: 1.3060, grad_norm: 6.5677 2021-01-29 13:38:51,259 - mmaction - INFO - Epoch [244][1640/2147] lr: 1.270e-03, eta: 12:21:11, time: 1.680, data_time: 0.005, memory: 16628, top1_acc: 0.6866, top5_acc: 0.8531, loss_cls: 1.3103, loss: 1.3103, grad_norm: 6.4458 2021-01-29 13:39:29,285 - mmaction - INFO - Epoch [244][1660/2147] lr: 1.270e-03, eta: 12:20:37, time: 1.913, data_time: 0.030, memory: 16628, top1_acc: 0.6924, top5_acc: 0.8625, loss_cls: 1.3023, loss: 1.3023, grad_norm: 6.3331 2021-01-29 13:40:07,178 - mmaction - INFO - Epoch [244][1680/2147] lr: 1.270e-03, eta: 12:20:03, time: 1.900, data_time: 0.012, memory: 16628, top1_acc: 0.6902, top5_acc: 0.8638, loss_cls: 1.2708, loss: 1.2708, grad_norm: 6.4723 2021-01-29 13:40:42,074 - mmaction - INFO - Epoch [244][1700/2147] lr: 1.270e-03, eta: 12:19:30, time: 1.741, data_time: 0.012, memory: 16628, top1_acc: 0.6679, top5_acc: 0.8433, loss_cls: 1.3832, loss: 1.3832, grad_norm: 6.5134 2021-01-29 13:41:17,555 - mmaction - INFO - Epoch [244][1720/2147] lr: 1.270e-03, eta: 12:18:56, time: 1.770, data_time: 0.017, memory: 16628, top1_acc: 0.6795, top5_acc: 0.8571, loss_cls: 1.3115, loss: 1.3115, grad_norm: 6.5231 2021-01-29 13:42:07,209 - mmaction - INFO - Epoch [244][1740/2147] lr: 1.270e-03, eta: 12:18:23, time: 2.481, data_time: 0.018, memory: 16628, top1_acc: 0.6812, top5_acc: 0.8562, loss_cls: 1.3231, loss: 1.3231, grad_norm: 6.5403 2021-01-29 13:42:37,745 - mmaction - INFO - Epoch [244][1760/2147] lr: 1.270e-03, eta: 12:17:49, time: 1.533, data_time: 0.020, memory: 16628, top1_acc: 0.6665, top5_acc: 0.8487, loss_cls: 1.3831, loss: 1.3831, grad_norm: 6.5978 2021-01-29 13:43:08,980 - mmaction - INFO - Epoch [244][1780/2147] lr: 1.270e-03, eta: 12:17:15, time: 1.568, data_time: 0.015, memory: 16628, top1_acc: 0.6897, top5_acc: 0.8527, loss_cls: 1.3319, loss: 1.3319, grad_norm: 6.3870 2021-01-29 13:43:40,313 - mmaction - INFO - Epoch [244][1800/2147] lr: 1.270e-03, eta: 12:16:41, time: 1.564, data_time: 0.004, memory: 16628, top1_acc: 0.6848, top5_acc: 0.8558, loss_cls: 1.3096, loss: 1.3096, grad_norm: 6.4871 2021-01-29 13:44:13,125 - mmaction - INFO - Epoch [244][1820/2147] lr: 1.270e-03, eta: 12:16:07, time: 1.644, data_time: 0.006, memory: 16628, top1_acc: 0.6839, top5_acc: 0.8741, loss_cls: 1.2821, loss: 1.2821, grad_norm: 6.4340 2021-01-29 13:44:44,098 - mmaction - INFO - Epoch [244][1840/2147] lr: 1.270e-03, eta: 12:15:33, time: 1.548, data_time: 0.002, memory: 16628, top1_acc: 0.6830, top5_acc: 0.8562, loss_cls: 1.3157, loss: 1.3157, grad_norm: 6.4328 2021-01-29 13:45:13,136 - mmaction - INFO - Epoch [244][1860/2147] lr: 1.270e-03, eta: 12:14:59, time: 1.453, data_time: 0.002, memory: 16628, top1_acc: 0.6629, top5_acc: 0.8482, loss_cls: 1.3813, loss: 1.3813, grad_norm: 6.4737 2021-01-29 13:45:44,483 - mmaction - INFO - Epoch [244][1880/2147] lr: 1.270e-03, eta: 12:14:25, time: 1.565, data_time: 0.005, memory: 16628, top1_acc: 0.6893, top5_acc: 0.8567, loss_cls: 1.3289, loss: 1.3289, grad_norm: 6.4074 2021-01-29 13:46:16,191 - mmaction - INFO - Epoch [244][1900/2147] lr: 1.270e-03, eta: 12:13:51, time: 1.586, data_time: 0.005, memory: 16628, top1_acc: 0.6768, top5_acc: 0.8571, loss_cls: 1.3438, loss: 1.3438, grad_norm: 6.6082 2021-01-29 13:47:03,864 - mmaction - INFO - Epoch [244][1920/2147] lr: 1.270e-03, eta: 12:13:18, time: 2.375, data_time: 0.004, memory: 16628, top1_acc: 0.6621, top5_acc: 0.8411, loss_cls: 1.4079, loss: 1.4079, grad_norm: 6.7189 2021-01-29 13:47:33,511 - mmaction - INFO - Epoch [244][1940/2147] lr: 1.270e-03, eta: 12:12:44, time: 1.484, data_time: 0.019, memory: 16628, top1_acc: 0.6732, top5_acc: 0.8554, loss_cls: 1.3589, loss: 1.3589, grad_norm: 6.5142 2021-01-29 13:48:18,711 - mmaction - INFO - Epoch [244][1960/2147] lr: 1.270e-03, eta: 12:12:10, time: 2.262, data_time: 0.012, memory: 16628, top1_acc: 0.6817, top5_acc: 0.8652, loss_cls: 1.3125, loss: 1.3125, grad_norm: 6.3855 2021-01-29 13:48:50,953 - mmaction - INFO - Epoch [244][1980/2147] lr: 1.270e-03, eta: 12:11:36, time: 1.614, data_time: 0.011, memory: 16628, top1_acc: 0.6982, top5_acc: 0.8638, loss_cls: 1.2626, loss: 1.2626, grad_norm: 6.2107 2021-01-29 13:49:19,347 - mmaction - INFO - Epoch [244][2000/2147] lr: 1.270e-03, eta: 12:11:02, time: 1.425, data_time: 0.007, memory: 16628, top1_acc: 0.6746, top5_acc: 0.8513, loss_cls: 1.3582, loss: 1.3582, grad_norm: 6.3383 2021-01-29 13:49:52,038 - mmaction - INFO - Epoch [244][2020/2147] lr: 1.270e-03, eta: 12:10:28, time: 1.610, data_time: 0.004, memory: 16628, top1_acc: 0.6893, top5_acc: 0.8558, loss_cls: 1.3152, loss: 1.3152, grad_norm: 6.3150 2021-01-29 13:50:26,113 - mmaction - INFO - Epoch [244][2040/2147] lr: 1.270e-03, eta: 12:09:54, time: 1.719, data_time: 0.027, memory: 16628, top1_acc: 0.6929, top5_acc: 0.8585, loss_cls: 1.3236, loss: 1.3236, grad_norm: 6.3663 2021-01-29 13:50:58,529 - mmaction - INFO - Epoch [244][2060/2147] lr: 1.270e-03, eta: 12:09:21, time: 1.622, data_time: 0.017, memory: 16628, top1_acc: 0.6933, top5_acc: 0.8616, loss_cls: 1.2973, loss: 1.2973, grad_norm: 6.4317 2021-01-29 13:51:30,352 - mmaction - INFO - Epoch [244][2080/2147] lr: 1.270e-03, eta: 12:08:47, time: 1.595, data_time: 0.022, memory: 16628, top1_acc: 0.6866, top5_acc: 0.8522, loss_cls: 1.3061, loss: 1.3061, grad_norm: 6.3038 2021-01-29 13:52:05,269 - mmaction - INFO - Epoch [244][2100/2147] lr: 1.270e-03, eta: 12:08:13, time: 1.750, data_time: 0.010, memory: 16628, top1_acc: 0.6830, top5_acc: 0.8571, loss_cls: 1.3076, loss: 1.3076, grad_norm: 6.4338 2021-01-29 13:52:39,124 - mmaction - INFO - Epoch [244][2120/2147] lr: 1.270e-03, eta: 12:07:39, time: 1.686, data_time: 0.004, memory: 16628, top1_acc: 0.6875, top5_acc: 0.8603, loss_cls: 1.3085, loss: 1.3085, grad_norm: 6.3848 2021-01-29 13:53:15,111 - mmaction - INFO - Epoch [244][2140/2147] lr: 1.270e-03, eta: 12:07:05, time: 1.805, data_time: 0.011, memory: 16628, top1_acc: 0.6955, top5_acc: 0.8638, loss_cls: 1.2973, loss: 1.2973, grad_norm: 6.4322 2021-01-29 13:53:47,194 - mmaction - INFO - Saving checkpoint at 244 epochs 2021-01-29 14:00:03,182 - mmaction - INFO - Epoch [245][20/2147] lr: 1.082e-03, eta: 12:06:36, time: 18.629, data_time: 16.571, memory: 16628, top1_acc: 0.7022, top5_acc: 0.8826, loss_cls: 1.2084, loss: 1.2084, grad_norm: 6.2434 2021-01-29 14:00:35,048 - mmaction - INFO - Epoch [245][40/2147] lr: 1.082e-03, eta: 12:06:02, time: 1.594, data_time: 0.007, memory: 16628, top1_acc: 0.6799, top5_acc: 0.8603, loss_cls: 1.3478, loss: 1.3478, grad_norm: 6.6093 2021-01-29 14:01:09,686 - mmaction - INFO - Epoch [245][60/2147] lr: 1.082e-03, eta: 12:05:28, time: 1.725, data_time: 0.004, memory: 16628, top1_acc: 0.6991, top5_acc: 0.8670, loss_cls: 1.2344, loss: 1.2344, grad_norm: 6.2442 2021-01-29 14:01:49,081 - mmaction - INFO - Epoch [245][80/2147] lr: 1.082e-03, eta: 12:04:54, time: 1.977, data_time: 0.019, memory: 16628, top1_acc: 0.6786, top5_acc: 0.8585, loss_cls: 1.3212, loss: 1.3212, grad_norm: 6.4861 2021-01-29 14:02:23,404 - mmaction - INFO - Epoch [245][100/2147] lr: 1.082e-03, eta: 12:04:20, time: 1.715, data_time: 0.003, memory: 16628, top1_acc: 0.6942, top5_acc: 0.8723, loss_cls: 1.2586, loss: 1.2586, grad_norm: 6.4362 2021-01-29 14:02:54,051 - mmaction - INFO - Epoch [245][120/2147] lr: 1.082e-03, eta: 12:03:46, time: 1.533, data_time: 0.005, memory: 16628, top1_acc: 0.6871, top5_acc: 0.8634, loss_cls: 1.2819, loss: 1.2819, grad_norm: 6.4139 2021-01-29 14:03:28,688 - mmaction - INFO - Epoch [245][140/2147] lr: 1.082e-03, eta: 12:03:12, time: 1.731, data_time: 0.023, memory: 16628, top1_acc: 0.7000, top5_acc: 0.8696, loss_cls: 1.2376, loss: 1.2376, grad_norm: 6.2136 2021-01-29 14:03:57,362 - mmaction - INFO - Epoch [245][160/2147] lr: 1.082e-03, eta: 12:02:38, time: 1.435, data_time: 0.003, memory: 16628, top1_acc: 0.6871, top5_acc: 0.8643, loss_cls: 1.2978, loss: 1.2978, grad_norm: 6.4527 2021-01-29 14:04:27,234 - mmaction - INFO - Epoch [245][180/2147] lr: 1.082e-03, eta: 12:02:04, time: 1.489, data_time: 0.004, memory: 16628, top1_acc: 0.6781, top5_acc: 0.8687, loss_cls: 1.2922, loss: 1.2922, grad_norm: 6.6140 2021-01-29 14:05:00,320 - mmaction - INFO - Epoch [245][200/2147] lr: 1.082e-03, eta: 12:01:30, time: 1.656, data_time: 0.016, memory: 16628, top1_acc: 0.6942, top5_acc: 0.8612, loss_cls: 1.2819, loss: 1.2819, grad_norm: 6.5080 2021-01-29 14:05:28,782 - mmaction - INFO - Epoch [245][220/2147] lr: 1.082e-03, eta: 12:00:56, time: 1.422, data_time: 0.005, memory: 16628, top1_acc: 0.6888, top5_acc: 0.8683, loss_cls: 1.2831, loss: 1.2831, grad_norm: 6.3386 2021-01-29 14:05:58,091 - mmaction - INFO - Epoch [245][240/2147] lr: 1.082e-03, eta: 12:00:22, time: 1.463, data_time: 0.008, memory: 16628, top1_acc: 0.7027, top5_acc: 0.8670, loss_cls: 1.2716, loss: 1.2716, grad_norm: 6.3026 2021-01-29 14:06:30,401 - mmaction - INFO - Epoch [245][260/2147] lr: 1.082e-03, eta: 11:59:48, time: 1.615, data_time: 0.009, memory: 16628, top1_acc: 0.6772, top5_acc: 0.8567, loss_cls: 1.2951, loss: 1.2951, grad_norm: 6.4736 2021-01-29 14:07:01,585 - mmaction - INFO - Epoch [245][280/2147] lr: 1.082e-03, eta: 11:59:14, time: 1.559, data_time: 0.016, memory: 16628, top1_acc: 0.6875, top5_acc: 0.8634, loss_cls: 1.2595, loss: 1.2595, grad_norm: 6.3967 2021-01-29 14:07:35,804 - mmaction - INFO - Epoch [245][300/2147] lr: 1.082e-03, eta: 11:58:40, time: 1.709, data_time: 0.011, memory: 16628, top1_acc: 0.6902, top5_acc: 0.8638, loss_cls: 1.2875, loss: 1.2875, grad_norm: 6.4631 2021-01-29 14:08:07,435 - mmaction - INFO - Epoch [245][320/2147] lr: 1.082e-03, eta: 11:58:06, time: 1.587, data_time: 0.021, memory: 16628, top1_acc: 0.6884, top5_acc: 0.8612, loss_cls: 1.3396, loss: 1.3396, grad_norm: 6.4391 2021-01-29 14:08:36,577 - mmaction - INFO - Epoch [245][340/2147] lr: 1.082e-03, eta: 11:57:32, time: 1.460, data_time: 0.005, memory: 16628, top1_acc: 0.6781, top5_acc: 0.8576, loss_cls: 1.3277, loss: 1.3277, grad_norm: 6.4545 2021-01-29 14:09:08,371 - mmaction - INFO - Epoch [245][360/2147] lr: 1.082e-03, eta: 11:56:58, time: 1.588, data_time: 0.006, memory: 16628, top1_acc: 0.6777, top5_acc: 0.8536, loss_cls: 1.3251, loss: 1.3251, grad_norm: 6.4241 2021-01-29 14:09:37,457 - mmaction - INFO - Epoch [245][380/2147] lr: 1.082e-03, eta: 11:56:24, time: 1.453, data_time: 0.007, memory: 16628, top1_acc: 0.6946, top5_acc: 0.8661, loss_cls: 1.2898, loss: 1.2898, grad_norm: 6.4125 2021-01-29 14:10:07,868 - mmaction - INFO - Epoch [245][400/2147] lr: 1.082e-03, eta: 11:55:50, time: 1.523, data_time: 0.011, memory: 16628, top1_acc: 0.6875, top5_acc: 0.8728, loss_cls: 1.2758, loss: 1.2758, grad_norm: 6.4531 2021-01-29 14:10:42,147 - mmaction - INFO - Epoch [245][420/2147] lr: 1.082e-03, eta: 11:55:16, time: 1.714, data_time: 0.007, memory: 16628, top1_acc: 0.7009, top5_acc: 0.8683, loss_cls: 1.2761, loss: 1.2761, grad_norm: 6.3303 2021-01-29 14:11:10,719 - mmaction - INFO - Epoch [245][440/2147] lr: 1.082e-03, eta: 11:54:42, time: 1.422, data_time: 0.003, memory: 16628, top1_acc: 0.7027, top5_acc: 0.8598, loss_cls: 1.2936, loss: 1.2936, grad_norm: 6.4112 2021-01-29 14:11:43,551 - mmaction - INFO - Epoch [245][460/2147] lr: 1.082e-03, eta: 11:54:08, time: 1.640, data_time: 0.013, memory: 16628, top1_acc: 0.6906, top5_acc: 0.8598, loss_cls: 1.3026, loss: 1.3026, grad_norm: 6.5458 2021-01-29 14:12:20,258 - mmaction - INFO - Epoch [245][480/2147] lr: 1.082e-03, eta: 11:53:34, time: 1.844, data_time: 0.094, memory: 16628, top1_acc: 0.6821, top5_acc: 0.8701, loss_cls: 1.2674, loss: 1.2674, grad_norm: 6.3774 2021-01-29 14:12:52,738 - mmaction - INFO - Epoch [245][500/2147] lr: 1.082e-03, eta: 11:53:01, time: 1.623, data_time: 0.001, memory: 16628, top1_acc: 0.6813, top5_acc: 0.8670, loss_cls: 1.3035, loss: 1.3035, grad_norm: 6.6961 2021-01-29 14:13:22,744 - mmaction - INFO - Epoch [245][520/2147] lr: 1.082e-03, eta: 11:52:27, time: 1.501, data_time: 0.065, memory: 16628, top1_acc: 0.6871, top5_acc: 0.8638, loss_cls: 1.2697, loss: 1.2697, grad_norm: 6.2632 2021-01-29 14:13:55,884 - mmaction - INFO - Epoch [245][540/2147] lr: 1.082e-03, eta: 11:51:53, time: 1.634, data_time: 0.003, memory: 16628, top1_acc: 0.6763, top5_acc: 0.8558, loss_cls: 1.3285, loss: 1.3285, grad_norm: 6.6506 2021-01-29 14:14:28,890 - mmaction - INFO - Epoch [245][560/2147] lr: 1.082e-03, eta: 11:51:19, time: 1.662, data_time: 0.037, memory: 16628, top1_acc: 0.6857, top5_acc: 0.8536, loss_cls: 1.3418, loss: 1.3418, grad_norm: 6.4765 2021-01-29 14:14:58,194 - mmaction - INFO - Epoch [245][580/2147] lr: 1.082e-03, eta: 11:50:45, time: 1.477, data_time: 0.017, memory: 16628, top1_acc: 0.6978, top5_acc: 0.8652, loss_cls: 1.2606, loss: 1.2606, grad_norm: 6.4171 2021-01-29 14:15:33,683 - mmaction - INFO - Epoch [245][600/2147] lr: 1.082e-03, eta: 11:50:11, time: 1.770, data_time: 0.009, memory: 16628, top1_acc: 0.6763, top5_acc: 0.8549, loss_cls: 1.3377, loss: 1.3377, grad_norm: 6.5644 2021-01-29 14:16:02,745 - mmaction - INFO - Epoch [245][620/2147] lr: 1.082e-03, eta: 11:49:37, time: 1.446, data_time: 0.016, memory: 16628, top1_acc: 0.6763, top5_acc: 0.8580, loss_cls: 1.3259, loss: 1.3259, grad_norm: 6.4532 2021-01-29 14:16:38,748 - mmaction - INFO - Epoch [245][640/2147] lr: 1.082e-03, eta: 11:49:03, time: 1.810, data_time: 0.014, memory: 16628, top1_acc: 0.6826, top5_acc: 0.8513, loss_cls: 1.3419, loss: 1.3419, grad_norm: 6.3843 2021-01-29 14:17:12,208 - mmaction - INFO - Epoch [245][660/2147] lr: 1.082e-03, eta: 11:48:29, time: 1.675, data_time: 0.010, memory: 16628, top1_acc: 0.6996, top5_acc: 0.8656, loss_cls: 1.2678, loss: 1.2678, grad_norm: 6.2394 2021-01-29 14:17:42,680 - mmaction - INFO - Epoch [245][680/2147] lr: 1.082e-03, eta: 11:47:55, time: 1.524, data_time: 0.004, memory: 16628, top1_acc: 0.6701, top5_acc: 0.8558, loss_cls: 1.3607, loss: 1.3607, grad_norm: 6.5863 2021-01-29 14:18:12,773 - mmaction - INFO - Epoch [245][700/2147] lr: 1.082e-03, eta: 11:47:21, time: 1.500, data_time: 0.006, memory: 16628, top1_acc: 0.6853, top5_acc: 0.8558, loss_cls: 1.3224, loss: 1.3224, grad_norm: 6.5910 2021-01-29 14:18:44,624 - mmaction - INFO - Epoch [245][720/2147] lr: 1.082e-03, eta: 11:46:47, time: 1.576, data_time: 0.007, memory: 16628, top1_acc: 0.6866, top5_acc: 0.8625, loss_cls: 1.2980, loss: 1.2980, grad_norm: 6.5377 2021-01-29 14:19:21,322 - mmaction - INFO - Epoch [245][740/2147] lr: 1.082e-03, eta: 11:46:13, time: 1.851, data_time: 0.036, memory: 16628, top1_acc: 0.6964, top5_acc: 0.8616, loss_cls: 1.2591, loss: 1.2591, grad_norm: 6.5326 2021-01-29 14:19:50,894 - mmaction - INFO - Epoch [245][760/2147] lr: 1.082e-03, eta: 11:45:39, time: 1.482, data_time: 0.015, memory: 16628, top1_acc: 0.6763, top5_acc: 0.8629, loss_cls: 1.3261, loss: 1.3261, grad_norm: 6.4401 2021-01-29 14:20:19,703 - mmaction - INFO - Epoch [245][780/2147] lr: 1.082e-03, eta: 11:45:05, time: 1.439, data_time: 0.003, memory: 16628, top1_acc: 0.6902, top5_acc: 0.8634, loss_cls: 1.2845, loss: 1.2845, grad_norm: 6.4419 2021-01-29 14:20:49,374 - mmaction - INFO - Epoch [245][800/2147] lr: 1.082e-03, eta: 11:44:31, time: 1.484, data_time: 0.004, memory: 16628, top1_acc: 0.6915, top5_acc: 0.8647, loss_cls: 1.2828, loss: 1.2828, grad_norm: 6.5075 2021-01-29 14:21:18,399 - mmaction - INFO - Epoch [245][820/2147] lr: 1.082e-03, eta: 11:43:57, time: 1.452, data_time: 0.014, memory: 16628, top1_acc: 0.6768, top5_acc: 0.8625, loss_cls: 1.3071, loss: 1.3071, grad_norm: 6.3977 2021-01-29 14:21:49,514 - mmaction - INFO - Epoch [245][840/2147] lr: 1.082e-03, eta: 11:43:23, time: 1.537, data_time: 0.004, memory: 16628, top1_acc: 0.7036, top5_acc: 0.8679, loss_cls: 1.2623, loss: 1.2623, grad_norm: 6.3937 2021-01-29 14:22:21,717 - mmaction - INFO - Epoch [245][860/2147] lr: 1.082e-03, eta: 11:42:49, time: 1.627, data_time: 0.022, memory: 16628, top1_acc: 0.6866, top5_acc: 0.8612, loss_cls: 1.3047, loss: 1.3047, grad_norm: 6.6157 2021-01-29 14:22:57,370 - mmaction - INFO - Epoch [245][880/2147] lr: 1.082e-03, eta: 11:42:15, time: 1.731, data_time: 0.038, memory: 16628, top1_acc: 0.6964, top5_acc: 0.8612, loss_cls: 1.2304, loss: 1.2304, grad_norm: 6.3849 2021-01-29 14:23:29,752 - mmaction - INFO - Epoch [245][900/2147] lr: 1.082e-03, eta: 11:41:41, time: 1.662, data_time: 0.055, memory: 16628, top1_acc: 0.6853, top5_acc: 0.8629, loss_cls: 1.2698, loss: 1.2698, grad_norm: 6.6096 2021-01-29 14:24:04,232 - mmaction - INFO - Epoch [245][920/2147] lr: 1.082e-03, eta: 11:41:07, time: 1.731, data_time: 0.022, memory: 16628, top1_acc: 0.7027, top5_acc: 0.8665, loss_cls: 1.2187, loss: 1.2187, grad_norm: 6.3223 2021-01-29 14:24:33,312 - mmaction - INFO - Epoch [245][940/2147] lr: 1.082e-03, eta: 11:40:33, time: 1.457, data_time: 0.010, memory: 16628, top1_acc: 0.6915, top5_acc: 0.8634, loss_cls: 1.2832, loss: 1.2832, grad_norm: 6.4979 2021-01-29 14:25:36,838 - mmaction - INFO - Epoch [245][960/2147] lr: 1.082e-03, eta: 11:40:01, time: 3.166, data_time: 0.018, memory: 16628, top1_acc: 0.6808, top5_acc: 0.8656, loss_cls: 1.3008, loss: 1.3008, grad_norm: 6.6801 2021-01-29 14:26:06,516 - mmaction - INFO - Epoch [245][980/2147] lr: 1.082e-03, eta: 11:39:27, time: 1.488, data_time: 0.028, memory: 16628, top1_acc: 0.6996, top5_acc: 0.8643, loss_cls: 1.2587, loss: 1.2587, grad_norm: 6.3968 2021-01-29 14:26:37,202 - mmaction - INFO - Epoch [245][1000/2147] lr: 1.082e-03, eta: 11:38:53, time: 1.530, data_time: 0.018, memory: 16628, top1_acc: 0.6964, top5_acc: 0.8772, loss_cls: 1.2467, loss: 1.2467, grad_norm: 6.5714 2021-01-29 14:27:10,059 - mmaction - INFO - Epoch [245][1020/2147] lr: 1.082e-03, eta: 11:38:19, time: 1.650, data_time: 0.021, memory: 16628, top1_acc: 0.6812, top5_acc: 0.8607, loss_cls: 1.3304, loss: 1.3304, grad_norm: 6.7863 2021-01-29 14:27:40,141 - mmaction - INFO - Epoch [245][1040/2147] lr: 1.082e-03, eta: 11:37:45, time: 1.507, data_time: 0.012, memory: 16628, top1_acc: 0.6978, top5_acc: 0.8634, loss_cls: 1.2589, loss: 1.2589, grad_norm: 6.4250 2021-01-29 14:28:13,800 - mmaction - INFO - Epoch [245][1060/2147] lr: 1.082e-03, eta: 11:37:11, time: 1.656, data_time: 0.003, memory: 16628, top1_acc: 0.6951, top5_acc: 0.8692, loss_cls: 1.2554, loss: 1.2554, grad_norm: 6.4423 2021-01-29 14:28:43,990 - mmaction - INFO - Epoch [245][1080/2147] lr: 1.082e-03, eta: 11:36:37, time: 1.537, data_time: 0.034, memory: 16628, top1_acc: 0.6830, top5_acc: 0.8562, loss_cls: 1.3256, loss: 1.3256, grad_norm: 6.6390 2021-01-29 14:29:20,206 - mmaction - INFO - Epoch [245][1100/2147] lr: 1.082e-03, eta: 11:36:03, time: 1.809, data_time: 0.017, memory: 16628, top1_acc: 0.6848, top5_acc: 0.8580, loss_cls: 1.2921, loss: 1.2921, grad_norm: 6.5870 2021-01-29 14:29:55,074 - mmaction - INFO - Epoch [245][1120/2147] lr: 1.082e-03, eta: 11:35:29, time: 1.731, data_time: 0.005, memory: 16628, top1_acc: 0.6937, top5_acc: 0.8683, loss_cls: 1.2626, loss: 1.2626, grad_norm: 6.5459 2021-01-29 14:30:26,815 - mmaction - INFO - Epoch [245][1140/2147] lr: 1.082e-03, eta: 11:34:55, time: 1.587, data_time: 0.042, memory: 16628, top1_acc: 0.7040, top5_acc: 0.8616, loss_cls: 1.2809, loss: 1.2809, grad_norm: 6.3850 2021-01-29 14:30:56,870 - mmaction - INFO - Epoch [245][1160/2147] lr: 1.082e-03, eta: 11:34:21, time: 1.513, data_time: 0.025, memory: 16628, top1_acc: 0.6750, top5_acc: 0.8478, loss_cls: 1.3627, loss: 1.3627, grad_norm: 6.5826 2021-01-29 14:31:25,601 - mmaction - INFO - Epoch [245][1180/2147] lr: 1.082e-03, eta: 11:33:47, time: 1.436, data_time: 0.008, memory: 16628, top1_acc: 0.7022, top5_acc: 0.8670, loss_cls: 1.2425, loss: 1.2425, grad_norm: 6.2956 2021-01-29 14:31:58,318 - mmaction - INFO - Epoch [245][1200/2147] lr: 1.082e-03, eta: 11:33:13, time: 1.641, data_time: 0.010, memory: 16628, top1_acc: 0.6857, top5_acc: 0.8554, loss_cls: 1.3292, loss: 1.3292, grad_norm: 6.5913 2021-01-29 14:32:34,680 - mmaction - INFO - Epoch [245][1220/2147] lr: 1.082e-03, eta: 11:32:40, time: 1.813, data_time: 0.007, memory: 16628, top1_acc: 0.6982, top5_acc: 0.8616, loss_cls: 1.2953, loss: 1.2953, grad_norm: 6.4848 2021-01-29 14:33:04,916 - mmaction - INFO - Epoch [245][1240/2147] lr: 1.082e-03, eta: 11:32:06, time: 1.502, data_time: 0.012, memory: 16628, top1_acc: 0.6924, top5_acc: 0.8719, loss_cls: 1.2687, loss: 1.2687, grad_norm: 6.5176 2021-01-29 14:33:38,461 - mmaction - INFO - Epoch [245][1260/2147] lr: 1.082e-03, eta: 11:31:32, time: 1.685, data_time: 0.019, memory: 16628, top1_acc: 0.6857, top5_acc: 0.8647, loss_cls: 1.2981, loss: 1.2981, grad_norm: 6.5078 2021-01-29 14:34:10,229 - mmaction - INFO - Epoch [245][1280/2147] lr: 1.082e-03, eta: 11:30:58, time: 1.584, data_time: 0.010, memory: 16628, top1_acc: 0.6799, top5_acc: 0.8625, loss_cls: 1.2813, loss: 1.2813, grad_norm: 6.3447 2021-01-29 14:34:40,984 - mmaction - INFO - Epoch [245][1300/2147] lr: 1.082e-03, eta: 11:30:24, time: 1.544, data_time: 0.013, memory: 16628, top1_acc: 0.6978, top5_acc: 0.8571, loss_cls: 1.2573, loss: 1.2573, grad_norm: 6.4271 2021-01-29 14:35:12,138 - mmaction - INFO - Epoch [245][1320/2147] lr: 1.082e-03, eta: 11:29:50, time: 1.557, data_time: 0.007, memory: 16628, top1_acc: 0.6754, top5_acc: 0.8527, loss_cls: 1.3612, loss: 1.3612, grad_norm: 6.6480 2021-01-29 14:35:42,372 - mmaction - INFO - Epoch [245][1340/2147] lr: 1.082e-03, eta: 11:29:16, time: 1.517, data_time: 0.011, memory: 16628, top1_acc: 0.6862, top5_acc: 0.8665, loss_cls: 1.2738, loss: 1.2738, grad_norm: 6.5678 2021-01-29 14:36:11,971 - mmaction - INFO - Epoch [245][1360/2147] lr: 1.082e-03, eta: 11:28:42, time: 1.476, data_time: 0.001, memory: 16628, top1_acc: 0.6670, top5_acc: 0.8482, loss_cls: 1.3844, loss: 1.3844, grad_norm: 6.6472 2021-01-29 14:36:44,015 - mmaction - INFO - Epoch [245][1380/2147] lr: 1.082e-03, eta: 11:28:08, time: 1.601, data_time: 0.007, memory: 16628, top1_acc: 0.6866, top5_acc: 0.8589, loss_cls: 1.3067, loss: 1.3067, grad_norm: 6.4859 2021-01-29 14:37:13,707 - mmaction - INFO - Epoch [245][1400/2147] lr: 1.082e-03, eta: 11:27:34, time: 1.489, data_time: 0.009, memory: 16628, top1_acc: 0.6933, top5_acc: 0.8719, loss_cls: 1.2470, loss: 1.2470, grad_norm: 6.3728 2021-01-29 14:37:45,854 - mmaction - INFO - Epoch [245][1420/2147] lr: 1.082e-03, eta: 11:27:00, time: 1.607, data_time: 0.002, memory: 16628, top1_acc: 0.6804, top5_acc: 0.8629, loss_cls: 1.3252, loss: 1.3252, grad_norm: 6.6983 2021-01-29 14:38:22,871 - mmaction - INFO - Epoch [245][1440/2147] lr: 1.082e-03, eta: 11:26:26, time: 1.846, data_time: 0.035, memory: 16628, top1_acc: 0.6786, top5_acc: 0.8549, loss_cls: 1.3121, loss: 1.3121, grad_norm: 6.5498 2021-01-29 14:38:52,866 - mmaction - INFO - Epoch [245][1460/2147] lr: 1.082e-03, eta: 11:25:52, time: 1.504, data_time: 0.009, memory: 16628, top1_acc: 0.7022, top5_acc: 0.8790, loss_cls: 1.2095, loss: 1.2095, grad_norm: 6.4375 2021-01-29 14:39:29,060 - mmaction - INFO - Epoch [245][1480/2147] lr: 1.082e-03, eta: 11:25:18, time: 1.806, data_time: 0.006, memory: 16628, top1_acc: 0.6924, top5_acc: 0.8576, loss_cls: 1.2823, loss: 1.2823, grad_norm: 6.4927 2021-01-29 14:40:03,890 - mmaction - INFO - Epoch [245][1500/2147] lr: 1.082e-03, eta: 11:24:44, time: 1.704, data_time: 0.012, memory: 16628, top1_acc: 0.6790, top5_acc: 0.8652, loss_cls: 1.3079, loss: 1.3079, grad_norm: 6.4335 2021-01-29 14:40:34,885 - mmaction - INFO - Epoch [245][1520/2147] lr: 1.082e-03, eta: 11:24:10, time: 1.588, data_time: 0.044, memory: 16628, top1_acc: 0.6866, top5_acc: 0.8536, loss_cls: 1.3334, loss: 1.3334, grad_norm: 6.6243 2021-01-29 14:41:07,182 - mmaction - INFO - Epoch [245][1540/2147] lr: 1.082e-03, eta: 11:23:36, time: 1.612, data_time: 0.011, memory: 16628, top1_acc: 0.6960, top5_acc: 0.8705, loss_cls: 1.2914, loss: 1.2914, grad_norm: 6.4963 2021-01-29 14:41:37,994 - mmaction - INFO - Epoch [245][1560/2147] lr: 1.082e-03, eta: 11:23:02, time: 1.546, data_time: 0.010, memory: 16628, top1_acc: 0.6759, top5_acc: 0.8527, loss_cls: 1.3496, loss: 1.3496, grad_norm: 6.8403 2021-01-29 14:42:17,542 - mmaction - INFO - Epoch [245][1580/2147] lr: 1.082e-03, eta: 11:22:29, time: 1.975, data_time: 0.009, memory: 16628, top1_acc: 0.6893, top5_acc: 0.8455, loss_cls: 1.3281, loss: 1.3281, grad_norm: 6.7000 2021-01-29 14:42:46,514 - mmaction - INFO - Epoch [245][1600/2147] lr: 1.082e-03, eta: 11:21:55, time: 1.448, data_time: 0.013, memory: 16628, top1_acc: 0.7067, top5_acc: 0.8710, loss_cls: 1.2314, loss: 1.2314, grad_norm: 6.4553 2021-01-29 14:43:17,517 - mmaction - INFO - Epoch [245][1620/2147] lr: 1.082e-03, eta: 11:21:21, time: 1.554, data_time: 0.014, memory: 16628, top1_acc: 0.7000, top5_acc: 0.8594, loss_cls: 1.2932, loss: 1.2932, grad_norm: 6.5883 2021-01-29 14:43:48,748 - mmaction - INFO - Epoch [245][1640/2147] lr: 1.082e-03, eta: 11:20:47, time: 1.549, data_time: 0.002, memory: 16628, top1_acc: 0.6768, top5_acc: 0.8638, loss_cls: 1.2905, loss: 1.2905, grad_norm: 6.5444 2021-01-29 14:44:24,510 - mmaction - INFO - Epoch [245][1660/2147] lr: 1.082e-03, eta: 11:20:13, time: 1.801, data_time: 0.015, memory: 16628, top1_acc: 0.6884, top5_acc: 0.8647, loss_cls: 1.3029, loss: 1.3029, grad_norm: 6.3918 2021-01-29 14:44:53,288 - mmaction - INFO - Epoch [245][1680/2147] lr: 1.082e-03, eta: 11:19:39, time: 1.438, data_time: 0.013, memory: 16628, top1_acc: 0.6996, top5_acc: 0.8554, loss_cls: 1.2863, loss: 1.2863, grad_norm: 6.4344 2021-01-29 14:45:22,855 - mmaction - INFO - Epoch [245][1700/2147] lr: 1.082e-03, eta: 11:19:05, time: 1.475, data_time: 0.005, memory: 16628, top1_acc: 0.6826, top5_acc: 0.8487, loss_cls: 1.3371, loss: 1.3371, grad_norm: 6.5966 2021-01-29 14:46:00,835 - mmaction - INFO - Epoch [245][1720/2147] lr: 1.082e-03, eta: 11:18:31, time: 1.884, data_time: 0.008, memory: 16628, top1_acc: 0.6714, top5_acc: 0.8580, loss_cls: 1.3131, loss: 1.3131, grad_norm: 6.5187 2021-01-29 14:46:33,335 - mmaction - INFO - Epoch [245][1740/2147] lr: 1.082e-03, eta: 11:17:57, time: 1.641, data_time: 0.042, memory: 16628, top1_acc: 0.6884, top5_acc: 0.8647, loss_cls: 1.2691, loss: 1.2691, grad_norm: 6.3814 2021-01-29 14:47:04,993 - mmaction - INFO - Epoch [245][1760/2147] lr: 1.082e-03, eta: 11:17:23, time: 1.583, data_time: 0.065, memory: 16628, top1_acc: 0.6835, top5_acc: 0.8638, loss_cls: 1.2891, loss: 1.2891, grad_norm: 6.5488 2021-01-29 14:47:39,012 - mmaction - INFO - Epoch [245][1780/2147] lr: 1.082e-03, eta: 11:16:49, time: 1.700, data_time: 0.020, memory: 16628, top1_acc: 0.6763, top5_acc: 0.8638, loss_cls: 1.3294, loss: 1.3294, grad_norm: 6.5504 2021-01-29 14:48:13,310 - mmaction - INFO - Epoch [245][1800/2147] lr: 1.082e-03, eta: 11:16:16, time: 1.714, data_time: 0.007, memory: 16628, top1_acc: 0.6987, top5_acc: 0.8562, loss_cls: 1.3184, loss: 1.3184, grad_norm: 6.5642 2021-01-29 14:48:47,824 - mmaction - INFO - Epoch [245][1820/2147] lr: 1.082e-03, eta: 11:15:42, time: 1.723, data_time: 0.010, memory: 16628, top1_acc: 0.6920, top5_acc: 0.8451, loss_cls: 1.3343, loss: 1.3343, grad_norm: 6.5502 2021-01-29 14:49:18,682 - mmaction - INFO - Epoch [245][1840/2147] lr: 1.082e-03, eta: 11:15:08, time: 1.548, data_time: 0.033, memory: 16628, top1_acc: 0.6786, top5_acc: 0.8638, loss_cls: 1.3152, loss: 1.3152, grad_norm: 6.6354 2021-01-29 14:49:55,921 - mmaction - INFO - Epoch [245][1860/2147] lr: 1.082e-03, eta: 11:14:34, time: 1.850, data_time: 0.004, memory: 16628, top1_acc: 0.6902, top5_acc: 0.8701, loss_cls: 1.2837, loss: 1.2837, grad_norm: 6.3895 2021-01-29 14:50:26,499 - mmaction - INFO - Epoch [245][1880/2147] lr: 1.082e-03, eta: 11:14:00, time: 1.541, data_time: 0.023, memory: 16628, top1_acc: 0.6795, top5_acc: 0.8504, loss_cls: 1.3468, loss: 1.3468, grad_norm: 6.6400 2021-01-29 14:50:57,512 - mmaction - INFO - Epoch [245][1900/2147] lr: 1.082e-03, eta: 11:13:26, time: 1.549, data_time: 0.007, memory: 16628, top1_acc: 0.7036, top5_acc: 0.8679, loss_cls: 1.2290, loss: 1.2290, grad_norm: 6.4326 2021-01-29 14:51:31,463 - mmaction - INFO - Epoch [245][1920/2147] lr: 1.082e-03, eta: 11:12:52, time: 1.699, data_time: 0.030, memory: 16628, top1_acc: 0.6987, top5_acc: 0.8571, loss_cls: 1.2971, loss: 1.2971, grad_norm: 6.4833 2021-01-29 14:52:01,037 - mmaction - INFO - Epoch [245][1940/2147] lr: 1.082e-03, eta: 11:12:18, time: 1.480, data_time: 0.005, memory: 16628, top1_acc: 0.6826, top5_acc: 0.8549, loss_cls: 1.3171, loss: 1.3171, grad_norm: 6.6184 2021-01-29 14:52:32,051 - mmaction - INFO - Epoch [245][1960/2147] lr: 1.082e-03, eta: 11:11:44, time: 1.550, data_time: 0.002, memory: 16628, top1_acc: 0.6746, top5_acc: 0.8683, loss_cls: 1.3046, loss: 1.3046, grad_norm: 6.5884 2021-01-29 14:53:07,033 - mmaction - INFO - Epoch [245][1980/2147] lr: 1.082e-03, eta: 11:11:10, time: 1.746, data_time: 0.009, memory: 16628, top1_acc: 0.6786, top5_acc: 0.8500, loss_cls: 1.3331, loss: 1.3331, grad_norm: 6.5052 2021-01-29 14:53:40,298 - mmaction - INFO - Epoch [245][2000/2147] lr: 1.082e-03, eta: 11:10:36, time: 1.667, data_time: 0.009, memory: 16628, top1_acc: 0.6920, top5_acc: 0.8647, loss_cls: 1.2689, loss: 1.2689, grad_norm: 6.3663 2021-01-29 14:54:16,125 - mmaction - INFO - Epoch [245][2020/2147] lr: 1.082e-03, eta: 11:10:03, time: 1.785, data_time: 0.004, memory: 16628, top1_acc: 0.7040, top5_acc: 0.8746, loss_cls: 1.1955, loss: 1.1955, grad_norm: 6.4047 2021-01-29 14:54:49,626 - mmaction - INFO - Epoch [245][2040/2147] lr: 1.082e-03, eta: 11:09:29, time: 1.677, data_time: 0.016, memory: 16628, top1_acc: 0.6871, top5_acc: 0.8714, loss_cls: 1.2711, loss: 1.2711, grad_norm: 6.6372 2021-01-29 14:55:20,024 - mmaction - INFO - Epoch [245][2060/2147] lr: 1.082e-03, eta: 11:08:55, time: 1.525, data_time: 0.014, memory: 16628, top1_acc: 0.6808, top5_acc: 0.8598, loss_cls: 1.3101, loss: 1.3101, grad_norm: 6.6301 2021-01-29 14:55:52,825 - mmaction - INFO - Epoch [245][2080/2147] lr: 1.082e-03, eta: 11:08:21, time: 1.640, data_time: 0.003, memory: 16628, top1_acc: 0.6969, top5_acc: 0.8616, loss_cls: 1.2609, loss: 1.2609, grad_norm: 6.4774 2021-01-29 14:56:25,435 - mmaction - INFO - Epoch [245][2100/2147] lr: 1.082e-03, eta: 11:07:47, time: 1.615, data_time: 0.008, memory: 16628, top1_acc: 0.6817, top5_acc: 0.8576, loss_cls: 1.3156, loss: 1.3156, grad_norm: 6.5702 2021-01-29 14:56:59,181 - mmaction - INFO - Epoch [245][2120/2147] lr: 1.082e-03, eta: 11:07:13, time: 1.702, data_time: 0.020, memory: 16628, top1_acc: 0.6951, top5_acc: 0.8598, loss_cls: 1.2903, loss: 1.2903, grad_norm: 6.5442 2021-01-29 14:57:29,433 - mmaction - INFO - Epoch [245][2140/2147] lr: 1.082e-03, eta: 11:06:39, time: 1.507, data_time: 0.005, memory: 16628, top1_acc: 0.6879, top5_acc: 0.8562, loss_cls: 1.2963, loss: 1.2963, grad_norm: 6.5409 2021-01-29 15:22:44,280 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-29 15:22:45,090 - mmaction - INFO - top1_acc 0.6897 top5_acc 0.8810 2021-01-29 15:22:45,090 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-29 15:22:45,168 - mmaction - INFO - mean_acc 0.6897 2021-01-29 15:22:45,169 - mmaction - INFO - Now best checkpoint is epoch_245.pth 2021-01-29 15:22:45,187 - mmaction - INFO - Epoch(val) [245][2147] top1_acc: 0.6897, top5_acc: 0.8810, mean_class_accuracy: 0.6897 2021-01-29 15:29:16,504 - mmaction - INFO - Epoch [246][20/2147] lr: 9.097e-04, eta: 11:06:09, time: 19.562, data_time: 17.932, memory: 16628, top1_acc: 0.6625, top5_acc: 0.8487, loss_cls: 1.3958, loss: 1.3958, grad_norm: 6.7539 2021-01-29 15:29:54,145 - mmaction - INFO - Epoch [246][40/2147] lr: 9.097e-04, eta: 11:05:35, time: 1.882, data_time: 0.005, memory: 16628, top1_acc: 0.6844, top5_acc: 0.8518, loss_cls: 1.3220, loss: 1.3220, grad_norm: 6.6541 2021-01-29 15:30:26,303 - mmaction - INFO - Epoch [246][60/2147] lr: 9.097e-04, eta: 11:05:01, time: 1.607, data_time: 0.012, memory: 16628, top1_acc: 0.6790, top5_acc: 0.8638, loss_cls: 1.3063, loss: 1.3063, grad_norm: 6.6733 2021-01-29 15:30:55,297 - mmaction - INFO - Epoch [246][80/2147] lr: 9.097e-04, eta: 11:04:27, time: 1.451, data_time: 0.009, memory: 16628, top1_acc: 0.6924, top5_acc: 0.8616, loss_cls: 1.2971, loss: 1.2971, grad_norm: 6.4656 2021-01-29 15:31:24,585 - mmaction - INFO - Epoch [246][100/2147] lr: 9.097e-04, eta: 11:03:53, time: 1.465, data_time: 0.012, memory: 16628, top1_acc: 0.6888, top5_acc: 0.8625, loss_cls: 1.2860, loss: 1.2860, grad_norm: 6.5181 2021-01-29 15:32:00,967 - mmaction - INFO - Epoch [246][120/2147] lr: 9.097e-04, eta: 11:03:19, time: 1.816, data_time: 0.004, memory: 16628, top1_acc: 0.6929, top5_acc: 0.8607, loss_cls: 1.2773, loss: 1.2773, grad_norm: 6.4215 2021-01-29 15:32:32,581 - mmaction - INFO - Epoch [246][140/2147] lr: 9.097e-04, eta: 11:02:45, time: 1.583, data_time: 0.010, memory: 16628, top1_acc: 0.6790, top5_acc: 0.8558, loss_cls: 1.3442, loss: 1.3442, grad_norm: 6.3136 2021-01-29 15:33:08,619 - mmaction - INFO - Epoch [246][160/2147] lr: 9.097e-04, eta: 11:02:11, time: 1.786, data_time: 0.010, memory: 16628, top1_acc: 0.6946, top5_acc: 0.8665, loss_cls: 1.2734, loss: 1.2734, grad_norm: 6.5346 2021-01-29 15:33:39,398 - mmaction - INFO - Epoch [246][180/2147] lr: 9.097e-04, eta: 11:01:37, time: 1.555, data_time: 0.021, memory: 16628, top1_acc: 0.7018, top5_acc: 0.8754, loss_cls: 1.2375, loss: 1.2375, grad_norm: 6.5107 2021-01-29 15:34:07,929 - mmaction - INFO - Epoch [246][200/2147] lr: 9.097e-04, eta: 11:01:03, time: 1.417, data_time: 0.005, memory: 16628, top1_acc: 0.7062, top5_acc: 0.8665, loss_cls: 1.2464, loss: 1.2464, grad_norm: 6.5362 2021-01-29 15:34:43,194 - mmaction - INFO - Epoch [246][220/2147] lr: 9.097e-04, eta: 11:00:29, time: 1.773, data_time: 0.017, memory: 16628, top1_acc: 0.6920, top5_acc: 0.8656, loss_cls: 1.2914, loss: 1.2914, grad_norm: 6.5463 2021-01-29 15:35:14,765 - mmaction - INFO - Epoch [246][240/2147] lr: 9.097e-04, eta: 10:59:55, time: 1.574, data_time: 0.004, memory: 16628, top1_acc: 0.6857, top5_acc: 0.8728, loss_cls: 1.2833, loss: 1.2833, grad_norm: 6.6743 2021-01-29 15:35:47,697 - mmaction - INFO - Epoch [246][260/2147] lr: 9.097e-04, eta: 10:59:22, time: 1.645, data_time: 0.007, memory: 16628, top1_acc: 0.6942, top5_acc: 0.8612, loss_cls: 1.2941, loss: 1.2941, grad_norm: 6.4010 2021-01-29 15:36:22,395 - mmaction - INFO - Epoch [246][280/2147] lr: 9.097e-04, eta: 10:58:48, time: 1.734, data_time: 0.010, memory: 16628, top1_acc: 0.6781, top5_acc: 0.8545, loss_cls: 1.3271, loss: 1.3271, grad_norm: 6.6018 2021-01-29 15:36:56,141 - mmaction - INFO - Epoch [246][300/2147] lr: 9.097e-04, eta: 10:58:14, time: 1.694, data_time: 0.013, memory: 16628, top1_acc: 0.6964, top5_acc: 0.8705, loss_cls: 1.2403, loss: 1.2403, grad_norm: 6.4416 2021-01-29 15:37:28,885 - mmaction - INFO - Epoch [246][320/2147] lr: 9.097e-04, eta: 10:57:40, time: 1.639, data_time: 0.008, memory: 16628, top1_acc: 0.7076, top5_acc: 0.8777, loss_cls: 1.2147, loss: 1.2147, grad_norm: 6.4193 2021-01-29 15:38:13,285 - mmaction - INFO - Epoch [246][340/2147] lr: 9.097e-04, eta: 10:57:06, time: 2.213, data_time: 0.010, memory: 16628, top1_acc: 0.7049, top5_acc: 0.8679, loss_cls: 1.2307, loss: 1.2307, grad_norm: 6.3957 2021-01-29 15:38:42,135 - mmaction - INFO - Epoch [246][360/2147] lr: 9.097e-04, eta: 10:56:32, time: 1.444, data_time: 0.015, memory: 16628, top1_acc: 0.6991, top5_acc: 0.8741, loss_cls: 1.2655, loss: 1.2655, grad_norm: 6.4436 2021-01-29 15:39:11,954 - mmaction - INFO - Epoch [246][380/2147] lr: 9.097e-04, eta: 10:55:58, time: 1.487, data_time: 0.012, memory: 16628, top1_acc: 0.6942, top5_acc: 0.8652, loss_cls: 1.2748, loss: 1.2748, grad_norm: 6.4407 2021-01-29 15:39:40,930 - mmaction - INFO - Epoch [246][400/2147] lr: 9.097e-04, eta: 10:55:24, time: 1.457, data_time: 0.012, memory: 16628, top1_acc: 0.6830, top5_acc: 0.8580, loss_cls: 1.3324, loss: 1.3324, grad_norm: 6.5258 2021-01-29 15:40:12,637 - mmaction - INFO - Epoch [246][420/2147] lr: 9.097e-04, eta: 10:54:50, time: 1.587, data_time: 0.005, memory: 16628, top1_acc: 0.7022, top5_acc: 0.8710, loss_cls: 1.2184, loss: 1.2184, grad_norm: 6.3712 2021-01-29 15:40:43,395 - mmaction - INFO - Epoch [246][440/2147] lr: 9.097e-04, eta: 10:54:16, time: 1.530, data_time: 0.004, memory: 16628, top1_acc: 0.6951, top5_acc: 0.8719, loss_cls: 1.2595, loss: 1.2595, grad_norm: 6.3325 2021-01-29 15:41:16,374 - mmaction - INFO - Epoch [246][460/2147] lr: 9.097e-04, eta: 10:53:42, time: 1.657, data_time: 0.013, memory: 16628, top1_acc: 0.6933, top5_acc: 0.8763, loss_cls: 1.2873, loss: 1.2873, grad_norm: 6.5485 2021-01-29 15:41:57,363 - mmaction - INFO - Epoch [246][480/2147] lr: 9.097e-04, eta: 10:53:09, time: 2.041, data_time: 0.008, memory: 16628, top1_acc: 0.6987, top5_acc: 0.8696, loss_cls: 1.2679, loss: 1.2679, grad_norm: 6.3830 2021-01-29 15:42:29,444 - mmaction - INFO - Epoch [246][500/2147] lr: 9.097e-04, eta: 10:52:35, time: 1.613, data_time: 0.016, memory: 16628, top1_acc: 0.7098, top5_acc: 0.8643, loss_cls: 1.2060, loss: 1.2060, grad_norm: 6.2526 2021-01-29 15:42:59,557 - mmaction - INFO - Epoch [246][520/2147] lr: 9.097e-04, eta: 10:52:01, time: 1.506, data_time: 0.006, memory: 16628, top1_acc: 0.6705, top5_acc: 0.8571, loss_cls: 1.3527, loss: 1.3527, grad_norm: 6.6168 2021-01-29 15:43:30,875 - mmaction - INFO - Epoch [246][540/2147] lr: 9.097e-04, eta: 10:51:27, time: 1.563, data_time: 0.006, memory: 16628, top1_acc: 0.6969, top5_acc: 0.8679, loss_cls: 1.2693, loss: 1.2693, grad_norm: 6.4772 2021-01-29 15:44:00,481 - mmaction - INFO - Epoch [246][560/2147] lr: 9.097e-04, eta: 10:50:53, time: 1.478, data_time: 0.008, memory: 16628, top1_acc: 0.6853, top5_acc: 0.8603, loss_cls: 1.3148, loss: 1.3148, grad_norm: 6.4187 2021-01-29 15:44:29,530 - mmaction - INFO - Epoch [246][580/2147] lr: 9.097e-04, eta: 10:50:19, time: 1.451, data_time: 0.007, memory: 16628, top1_acc: 0.6862, top5_acc: 0.8540, loss_cls: 1.3267, loss: 1.3267, grad_norm: 6.4999 2021-01-29 15:45:00,387 - mmaction - INFO - Epoch [246][600/2147] lr: 9.097e-04, eta: 10:49:45, time: 1.550, data_time: 0.009, memory: 16628, top1_acc: 0.6897, top5_acc: 0.8643, loss_cls: 1.2713, loss: 1.2713, grad_norm: 6.5050 2021-01-29 15:45:34,922 - mmaction - INFO - Epoch [246][620/2147] lr: 9.097e-04, eta: 10:49:11, time: 1.722, data_time: 0.046, memory: 16628, top1_acc: 0.6893, top5_acc: 0.8603, loss_cls: 1.2770, loss: 1.2770, grad_norm: 6.4498 2021-01-29 15:46:04,663 - mmaction - INFO - Epoch [246][640/2147] lr: 9.097e-04, eta: 10:48:37, time: 1.492, data_time: 0.013, memory: 16628, top1_acc: 0.6937, top5_acc: 0.8562, loss_cls: 1.2799, loss: 1.2799, grad_norm: 6.4232 2021-01-29 15:46:57,119 - mmaction - INFO - Epoch [246][660/2147] lr: 9.097e-04, eta: 10:48:04, time: 2.608, data_time: 0.004, memory: 16628, top1_acc: 0.7049, top5_acc: 0.8665, loss_cls: 1.2291, loss: 1.2291, grad_norm: 6.3673 2021-01-29 15:47:28,759 - mmaction - INFO - Epoch [246][680/2147] lr: 9.097e-04, eta: 10:47:30, time: 1.585, data_time: 0.025, memory: 16628, top1_acc: 0.6768, top5_acc: 0.8576, loss_cls: 1.3314, loss: 1.3314, grad_norm: 6.5965 2021-01-29 15:48:03,941 - mmaction - INFO - Epoch [246][700/2147] lr: 9.097e-04, eta: 10:46:56, time: 1.770, data_time: 0.015, memory: 16628, top1_acc: 0.6893, top5_acc: 0.8647, loss_cls: 1.3058, loss: 1.3058, grad_norm: 6.4769 2021-01-29 15:48:34,723 - mmaction - INFO - Epoch [246][720/2147] lr: 9.097e-04, eta: 10:46:22, time: 1.539, data_time: 0.011, memory: 16628, top1_acc: 0.6808, top5_acc: 0.8522, loss_cls: 1.3573, loss: 1.3573, grad_norm: 6.5830 2021-01-29 15:49:05,262 - mmaction - INFO - Epoch [246][740/2147] lr: 9.097e-04, eta: 10:45:48, time: 1.517, data_time: 0.012, memory: 16628, top1_acc: 0.7009, top5_acc: 0.8612, loss_cls: 1.2462, loss: 1.2462, grad_norm: 6.4415 2021-01-29 15:49:42,346 - mmaction - INFO - Epoch [246][760/2147] lr: 9.097e-04, eta: 10:45:14, time: 1.864, data_time: 0.023, memory: 16628, top1_acc: 0.6857, top5_acc: 0.8621, loss_cls: 1.3165, loss: 1.3165, grad_norm: 6.5766 2021-01-29 15:50:12,020 - mmaction - INFO - Epoch [246][780/2147] lr: 9.097e-04, eta: 10:44:40, time: 1.486, data_time: 0.012, memory: 16628, top1_acc: 0.6942, top5_acc: 0.8625, loss_cls: 1.2788, loss: 1.2788, grad_norm: 6.4358 2021-01-29 15:50:40,926 - mmaction - INFO - Epoch [246][800/2147] lr: 9.097e-04, eta: 10:44:06, time: 1.444, data_time: 0.003, memory: 16628, top1_acc: 0.7103, top5_acc: 0.8772, loss_cls: 1.1904, loss: 1.1904, grad_norm: 6.1772 2021-01-29 15:51:20,006 - mmaction - INFO - Epoch [246][820/2147] lr: 9.097e-04, eta: 10:43:32, time: 1.951, data_time: 0.008, memory: 16628, top1_acc: 0.6821, top5_acc: 0.8625, loss_cls: 1.3221, loss: 1.3221, grad_norm: 6.5100 2021-01-29 15:51:50,548 - mmaction - INFO - Epoch [246][840/2147] lr: 9.097e-04, eta: 10:42:58, time: 1.528, data_time: 0.018, memory: 16628, top1_acc: 0.7134, top5_acc: 0.8683, loss_cls: 1.2134, loss: 1.2134, grad_norm: 6.3991 2021-01-29 15:52:26,887 - mmaction - INFO - Epoch [246][860/2147] lr: 9.097e-04, eta: 10:42:24, time: 1.805, data_time: 0.012, memory: 16628, top1_acc: 0.7009, top5_acc: 0.8679, loss_cls: 1.2544, loss: 1.2544, grad_norm: 6.5212 2021-01-29 15:53:03,106 - mmaction - INFO - Epoch [246][880/2147] lr: 9.097e-04, eta: 10:41:51, time: 1.819, data_time: 0.022, memory: 16628, top1_acc: 0.6879, top5_acc: 0.8567, loss_cls: 1.3224, loss: 1.3224, grad_norm: 6.6300 2021-01-29 15:53:32,512 - mmaction - INFO - Epoch [246][900/2147] lr: 9.097e-04, eta: 10:41:17, time: 1.472, data_time: 0.012, memory: 16628, top1_acc: 0.6879, top5_acc: 0.8625, loss_cls: 1.2710, loss: 1.2710, grad_norm: 6.3290 2021-01-29 15:54:04,191 - mmaction - INFO - Epoch [246][920/2147] lr: 9.097e-04, eta: 10:40:43, time: 1.586, data_time: 0.009, memory: 16628, top1_acc: 0.6937, top5_acc: 0.8531, loss_cls: 1.2970, loss: 1.2970, grad_norm: 6.4340 2021-01-29 15:54:36,194 - mmaction - INFO - Epoch [246][940/2147] lr: 9.097e-04, eta: 10:40:09, time: 1.603, data_time: 0.006, memory: 16628, top1_acc: 0.6920, top5_acc: 0.8656, loss_cls: 1.2514, loss: 1.2514, grad_norm: 6.4481 2021-01-29 15:55:06,740 - mmaction - INFO - Epoch [246][960/2147] lr: 9.097e-04, eta: 10:39:35, time: 1.526, data_time: 0.001, memory: 16628, top1_acc: 0.6875, top5_acc: 0.8598, loss_cls: 1.2933, loss: 1.2933, grad_norm: 6.3724 2021-01-29 15:55:36,422 - mmaction - INFO - Epoch [246][980/2147] lr: 9.097e-04, eta: 10:39:01, time: 1.485, data_time: 0.005, memory: 16628, top1_acc: 0.6960, top5_acc: 0.8674, loss_cls: 1.2486, loss: 1.2486, grad_norm: 6.4125 2021-01-29 15:56:05,827 - mmaction - INFO - Epoch [246][1000/2147] lr: 9.097e-04, eta: 10:38:27, time: 1.468, data_time: 0.002, memory: 16628, top1_acc: 0.6866, top5_acc: 0.8491, loss_cls: 1.3241, loss: 1.3241, grad_norm: 6.6429 2021-01-29 15:56:50,876 - mmaction - INFO - Epoch [246][1020/2147] lr: 9.097e-04, eta: 10:37:53, time: 2.249, data_time: 0.007, memory: 16628, top1_acc: 0.6893, top5_acc: 0.8594, loss_cls: 1.2942, loss: 1.2942, grad_norm: 6.7238 2021-01-29 15:57:21,032 - mmaction - INFO - Epoch [246][1040/2147] lr: 9.097e-04, eta: 10:37:19, time: 1.514, data_time: 0.014, memory: 16628, top1_acc: 0.6862, top5_acc: 0.8728, loss_cls: 1.2657, loss: 1.2657, grad_norm: 6.6052 2021-01-29 15:58:04,901 - mmaction - INFO - Epoch [246][1060/2147] lr: 9.097e-04, eta: 10:36:46, time: 2.189, data_time: 0.049, memory: 16628, top1_acc: 0.6830, top5_acc: 0.8513, loss_cls: 1.3343, loss: 1.3343, grad_norm: 6.5880 2021-01-29 15:58:33,473 - mmaction - INFO - Epoch [246][1080/2147] lr: 9.097e-04, eta: 10:36:12, time: 1.430, data_time: 0.022, memory: 16628, top1_acc: 0.6768, top5_acc: 0.8549, loss_cls: 1.3555, loss: 1.3555, grad_norm: 6.6120 2021-01-29 15:59:09,093 - mmaction - INFO - Epoch [246][1100/2147] lr: 9.097e-04, eta: 10:35:38, time: 1.781, data_time: 0.005, memory: 16628, top1_acc: 0.7022, top5_acc: 0.8723, loss_cls: 1.2299, loss: 1.2299, grad_norm: 6.4720 2021-01-29 15:59:40,660 - mmaction - INFO - Epoch [246][1120/2147] lr: 9.097e-04, eta: 10:35:04, time: 1.578, data_time: 0.009, memory: 16628, top1_acc: 0.6817, top5_acc: 0.8598, loss_cls: 1.3176, loss: 1.3176, grad_norm: 6.7163 2021-01-29 16:00:14,716 - mmaction - INFO - Epoch [246][1140/2147] lr: 9.097e-04, eta: 10:34:30, time: 1.701, data_time: 0.009, memory: 16628, top1_acc: 0.6893, top5_acc: 0.8545, loss_cls: 1.3255, loss: 1.3255, grad_norm: 6.6514 2021-01-29 16:00:43,397 - mmaction - INFO - Epoch [246][1160/2147] lr: 9.097e-04, eta: 10:33:56, time: 1.438, data_time: 0.013, memory: 16628, top1_acc: 0.6973, top5_acc: 0.8763, loss_cls: 1.2076, loss: 1.2076, grad_norm: 6.4615 2021-01-29 16:01:12,207 - mmaction - INFO - Epoch [246][1180/2147] lr: 9.097e-04, eta: 10:33:22, time: 1.438, data_time: 0.004, memory: 16628, top1_acc: 0.6893, top5_acc: 0.8728, loss_cls: 1.2623, loss: 1.2623, grad_norm: 6.6541 2021-01-29 16:01:54,099 - mmaction - INFO - Epoch [246][1200/2147] lr: 9.097e-04, eta: 10:32:48, time: 2.088, data_time: 0.174, memory: 16628, top1_acc: 0.6812, top5_acc: 0.8536, loss_cls: 1.3051, loss: 1.3051, grad_norm: 6.4497 2021-01-29 16:02:24,758 - mmaction - INFO - Epoch [246][1220/2147] lr: 9.097e-04, eta: 10:32:14, time: 1.534, data_time: 0.016, memory: 16628, top1_acc: 0.6817, top5_acc: 0.8661, loss_cls: 1.2698, loss: 1.2698, grad_norm: 6.5370 2021-01-29 16:03:07,570 - mmaction - INFO - Epoch [246][1240/2147] lr: 9.097e-04, eta: 10:31:41, time: 2.146, data_time: 0.011, memory: 16628, top1_acc: 0.6812, top5_acc: 0.8567, loss_cls: 1.3316, loss: 1.3316, grad_norm: 6.7216 2021-01-29 16:03:40,384 - mmaction - INFO - Epoch [246][1260/2147] lr: 9.097e-04, eta: 10:31:07, time: 1.636, data_time: 0.008, memory: 16628, top1_acc: 0.6839, top5_acc: 0.8464, loss_cls: 1.3603, loss: 1.3603, grad_norm: 6.7702 2021-01-29 16:04:08,807 - mmaction - INFO - Epoch [246][1280/2147] lr: 9.097e-04, eta: 10:30:33, time: 1.427, data_time: 0.014, memory: 16628, top1_acc: 0.6804, top5_acc: 0.8621, loss_cls: 1.2993, loss: 1.2993, grad_norm: 6.5467 2021-01-29 16:04:48,314 - mmaction - INFO - Epoch [246][1300/2147] lr: 9.097e-04, eta: 10:29:59, time: 1.971, data_time: 0.006, memory: 16628, top1_acc: 0.6804, top5_acc: 0.8598, loss_cls: 1.3206, loss: 1.3206, grad_norm: 6.7600 2021-01-29 16:05:23,082 - mmaction - INFO - Epoch [246][1320/2147] lr: 9.097e-04, eta: 10:29:25, time: 1.742, data_time: 0.006, memory: 16628, top1_acc: 0.6933, top5_acc: 0.8616, loss_cls: 1.2760, loss: 1.2760, grad_norm: 6.4124 2021-01-29 16:05:57,030 - mmaction - INFO - Epoch [246][1340/2147] lr: 9.097e-04, eta: 10:28:51, time: 1.683, data_time: 0.007, memory: 16628, top1_acc: 0.6969, top5_acc: 0.8585, loss_cls: 1.3027, loss: 1.3027, grad_norm: 6.5107 2021-01-29 16:06:27,648 - mmaction - INFO - Epoch [246][1360/2147] lr: 9.097e-04, eta: 10:28:17, time: 1.546, data_time: 0.022, memory: 16628, top1_acc: 0.6911, top5_acc: 0.8549, loss_cls: 1.3066, loss: 1.3066, grad_norm: 6.4623 2021-01-29 16:07:05,211 - mmaction - INFO - Epoch [246][1380/2147] lr: 9.097e-04, eta: 10:27:44, time: 1.878, data_time: 0.045, memory: 16628, top1_acc: 0.6844, top5_acc: 0.8487, loss_cls: 1.3380, loss: 1.3380, grad_norm: 6.4611 2021-01-29 16:07:34,836 - mmaction - INFO - Epoch [246][1400/2147] lr: 9.097e-04, eta: 10:27:10, time: 1.482, data_time: 0.011, memory: 16628, top1_acc: 0.6996, top5_acc: 0.8737, loss_cls: 1.2178, loss: 1.2178, grad_norm: 6.4578 2021-01-29 16:08:03,589 - mmaction - INFO - Epoch [246][1420/2147] lr: 9.097e-04, eta: 10:26:35, time: 1.437, data_time: 0.003, memory: 16628, top1_acc: 0.6955, top5_acc: 0.8638, loss_cls: 1.2759, loss: 1.2759, grad_norm: 6.4618 2021-01-29 16:08:32,984 - mmaction - INFO - Epoch [246][1440/2147] lr: 9.097e-04, eta: 10:26:01, time: 1.471, data_time: 0.006, memory: 16628, top1_acc: 0.6982, top5_acc: 0.8665, loss_cls: 1.2629, loss: 1.2629, grad_norm: 6.5159 2021-01-29 16:09:17,218 - mmaction - INFO - Epoch [246][1460/2147] lr: 9.097e-04, eta: 10:25:28, time: 2.203, data_time: 0.024, memory: 16628, top1_acc: 0.6804, top5_acc: 0.8540, loss_cls: 1.3499, loss: 1.3499, grad_norm: 6.7411 2021-01-29 16:09:49,914 - mmaction - INFO - Epoch [246][1480/2147] lr: 9.097e-04, eta: 10:24:54, time: 1.637, data_time: 0.015, memory: 16628, top1_acc: 0.7071, top5_acc: 0.8683, loss_cls: 1.2388, loss: 1.2388, grad_norm: 6.4592 2021-01-29 16:10:24,446 - mmaction - INFO - Epoch [246][1500/2147] lr: 9.097e-04, eta: 10:24:20, time: 1.730, data_time: 0.009, memory: 16628, top1_acc: 0.6848, top5_acc: 0.8549, loss_cls: 1.3337, loss: 1.3337, grad_norm: 6.6012 2021-01-29 16:10:55,699 - mmaction - INFO - Epoch [246][1520/2147] lr: 9.097e-04, eta: 10:23:46, time: 1.544, data_time: 0.010, memory: 16628, top1_acc: 0.6804, top5_acc: 0.8509, loss_cls: 1.3408, loss: 1.3408, grad_norm: 6.6085 2021-01-29 16:11:43,552 - mmaction - INFO - Epoch [246][1540/2147] lr: 9.097e-04, eta: 10:23:13, time: 2.225, data_time: 0.033, memory: 16628, top1_acc: 0.7179, top5_acc: 0.8688, loss_cls: 1.1883, loss: 1.1883, grad_norm: 6.2719 2021-01-29 16:12:16,425 - mmaction - INFO - Epoch [246][1560/2147] lr: 9.097e-04, eta: 10:22:39, time: 1.833, data_time: 0.194, memory: 16628, top1_acc: 0.6920, top5_acc: 0.8638, loss_cls: 1.2723, loss: 1.2723, grad_norm: 6.6568 2021-01-29 16:12:46,122 - mmaction - INFO - Epoch [246][1580/2147] lr: 9.097e-04, eta: 10:22:05, time: 1.485, data_time: 0.003, memory: 16628, top1_acc: 0.6732, top5_acc: 0.8558, loss_cls: 1.3548, loss: 1.3548, grad_norm: 6.8017 2021-01-29 16:13:15,251 - mmaction - INFO - Epoch [246][1600/2147] lr: 9.097e-04, eta: 10:21:31, time: 1.441, data_time: 0.004, memory: 16628, top1_acc: 0.6821, top5_acc: 0.8549, loss_cls: 1.3142, loss: 1.3142, grad_norm: 6.6813 2021-01-29 16:13:46,206 - mmaction - INFO - Epoch [246][1620/2147] lr: 9.097e-04, eta: 10:20:57, time: 1.558, data_time: 0.029, memory: 16628, top1_acc: 0.6946, top5_acc: 0.8714, loss_cls: 1.2433, loss: 1.2433, grad_norm: 6.4685 2021-01-29 16:14:19,046 - mmaction - INFO - Epoch [246][1640/2147] lr: 9.097e-04, eta: 10:20:23, time: 1.642, data_time: 0.010, memory: 16628, top1_acc: 0.6924, top5_acc: 0.8580, loss_cls: 1.2846, loss: 1.2846, grad_norm: 6.4555 2021-01-29 16:14:51,326 - mmaction - INFO - Epoch [246][1660/2147] lr: 9.097e-04, eta: 10:19:49, time: 1.619, data_time: 0.014, memory: 16628, top1_acc: 0.6754, top5_acc: 0.8589, loss_cls: 1.3127, loss: 1.3127, grad_norm: 6.4839 2021-01-29 16:15:20,687 - mmaction - INFO - Epoch [246][1680/2147] lr: 9.097e-04, eta: 10:19:15, time: 1.467, data_time: 0.003, memory: 16628, top1_acc: 0.6879, top5_acc: 0.8607, loss_cls: 1.2979, loss: 1.2979, grad_norm: 6.4795 2021-01-29 16:15:49,487 - mmaction - INFO - Epoch [246][1700/2147] lr: 9.097e-04, eta: 10:18:41, time: 1.442, data_time: 0.006, memory: 16628, top1_acc: 0.6946, top5_acc: 0.8754, loss_cls: 1.2692, loss: 1.2692, grad_norm: 6.5106 2021-01-29 16:16:18,348 - mmaction - INFO - Epoch [246][1720/2147] lr: 9.097e-04, eta: 10:18:07, time: 1.441, data_time: 0.013, memory: 16628, top1_acc: 0.6830, top5_acc: 0.8554, loss_cls: 1.3456, loss: 1.3456, grad_norm: 6.7911 2021-01-29 16:17:01,702 - mmaction - INFO - Epoch [246][1740/2147] lr: 9.097e-04, eta: 10:17:33, time: 2.165, data_time: 0.237, memory: 16628, top1_acc: 0.6790, top5_acc: 0.8598, loss_cls: 1.3412, loss: 1.3412, grad_norm: 6.7586 2021-01-29 16:17:32,086 - mmaction - INFO - Epoch [246][1760/2147] lr: 9.097e-04, eta: 10:16:59, time: 1.519, data_time: 0.012, memory: 16628, top1_acc: 0.6817, top5_acc: 0.8688, loss_cls: 1.2824, loss: 1.2824, grad_norm: 6.5951 2021-01-29 16:18:04,868 - mmaction - INFO - Epoch [246][1780/2147] lr: 9.097e-04, eta: 10:16:25, time: 1.641, data_time: 0.011, memory: 16628, top1_acc: 0.6835, top5_acc: 0.8607, loss_cls: 1.2809, loss: 1.2809, grad_norm: 6.6759 2021-01-29 16:18:33,653 - mmaction - INFO - Epoch [246][1800/2147] lr: 9.097e-04, eta: 10:15:51, time: 1.441, data_time: 0.009, memory: 16628, top1_acc: 0.7013, top5_acc: 0.8719, loss_cls: 1.2209, loss: 1.2209, grad_norm: 6.5184 2021-01-29 16:19:06,374 - mmaction - INFO - Epoch [246][1820/2147] lr: 9.097e-04, eta: 10:15:17, time: 1.636, data_time: 0.020, memory: 16628, top1_acc: 0.6933, top5_acc: 0.8576, loss_cls: 1.2918, loss: 1.2918, grad_norm: 6.5825 2021-01-29 16:19:37,676 - mmaction - INFO - Epoch [246][1840/2147] lr: 9.097e-04, eta: 10:14:43, time: 1.556, data_time: 0.007, memory: 16628, top1_acc: 0.6835, top5_acc: 0.8594, loss_cls: 1.3271, loss: 1.3271, grad_norm: 6.8047 2021-01-29 16:20:06,399 - mmaction - INFO - Epoch [246][1860/2147] lr: 9.097e-04, eta: 10:14:09, time: 1.437, data_time: 0.014, memory: 16628, top1_acc: 0.6911, top5_acc: 0.8616, loss_cls: 1.2502, loss: 1.2502, grad_norm: 6.2858 2021-01-29 16:20:39,885 - mmaction - INFO - Epoch [246][1880/2147] lr: 9.097e-04, eta: 10:13:35, time: 1.680, data_time: 0.011, memory: 16628, top1_acc: 0.6951, top5_acc: 0.8621, loss_cls: 1.2870, loss: 1.2870, grad_norm: 6.5397 2021-01-29 16:21:12,719 - mmaction - INFO - Epoch [246][1900/2147] lr: 9.097e-04, eta: 10:13:01, time: 1.598, data_time: 0.005, memory: 16628, top1_acc: 0.6929, top5_acc: 0.8661, loss_cls: 1.2705, loss: 1.2705, grad_norm: 6.5014 2021-01-29 16:21:54,828 - mmaction - INFO - Epoch [246][1920/2147] lr: 9.097e-04, eta: 10:12:28, time: 2.146, data_time: 0.057, memory: 16628, top1_acc: 0.6768, top5_acc: 0.8491, loss_cls: 1.3408, loss: 1.3408, grad_norm: 6.4916 2021-01-29 16:22:23,941 - mmaction - INFO - Epoch [246][1940/2147] lr: 9.097e-04, eta: 10:11:54, time: 1.458, data_time: 0.008, memory: 16628, top1_acc: 0.7062, top5_acc: 0.8710, loss_cls: 1.2212, loss: 1.2212, grad_norm: 6.4787 2021-01-29 16:22:53,862 - mmaction - INFO - Epoch [246][1960/2147] lr: 9.097e-04, eta: 10:11:20, time: 1.497, data_time: 0.010, memory: 16628, top1_acc: 0.6942, top5_acc: 0.8607, loss_cls: 1.2727, loss: 1.2727, grad_norm: 6.4457 2021-01-29 16:23:30,417 - mmaction - INFO - Epoch [246][1980/2147] lr: 9.097e-04, eta: 10:10:46, time: 1.827, data_time: 0.067, memory: 16628, top1_acc: 0.6844, top5_acc: 0.8527, loss_cls: 1.3432, loss: 1.3432, grad_norm: 6.6142 2021-01-29 16:23:58,994 - mmaction - INFO - Epoch [246][2000/2147] lr: 9.097e-04, eta: 10:10:12, time: 1.432, data_time: 0.015, memory: 16628, top1_acc: 0.6696, top5_acc: 0.8500, loss_cls: 1.3525, loss: 1.3525, grad_norm: 6.5882 2021-01-29 16:24:37,231 - mmaction - INFO - Epoch [246][2020/2147] lr: 9.097e-04, eta: 10:09:38, time: 1.908, data_time: 0.006, memory: 16628, top1_acc: 0.6750, top5_acc: 0.8509, loss_cls: 1.3438, loss: 1.3438, grad_norm: 6.5087 2021-01-29 16:25:10,714 - mmaction - INFO - Epoch [246][2040/2147] lr: 9.097e-04, eta: 10:09:04, time: 1.678, data_time: 0.012, memory: 16628, top1_acc: 0.6964, top5_acc: 0.8652, loss_cls: 1.2915, loss: 1.2915, grad_norm: 6.4667 2021-01-29 16:25:43,000 - mmaction - INFO - Epoch [246][2060/2147] lr: 9.097e-04, eta: 10:08:31, time: 1.614, data_time: 0.004, memory: 16628, top1_acc: 0.7107, top5_acc: 0.8665, loss_cls: 1.2224, loss: 1.2224, grad_norm: 6.3706 2021-01-29 16:26:17,707 - mmaction - INFO - Epoch [246][2080/2147] lr: 9.097e-04, eta: 10:07:57, time: 1.735, data_time: 0.004, memory: 16628, top1_acc: 0.6929, top5_acc: 0.8719, loss_cls: 1.2710, loss: 1.2710, grad_norm: 6.3528 2021-01-29 16:26:56,039 - mmaction - INFO - Epoch [246][2100/2147] lr: 9.097e-04, eta: 10:07:23, time: 1.910, data_time: 0.006, memory: 16628, top1_acc: 0.7045, top5_acc: 0.8665, loss_cls: 1.2478, loss: 1.2478, grad_norm: 6.4487 2021-01-29 16:27:27,391 - mmaction - INFO - Epoch [246][2120/2147] lr: 9.097e-04, eta: 10:06:49, time: 1.574, data_time: 0.013, memory: 16628, top1_acc: 0.7054, top5_acc: 0.8737, loss_cls: 1.2379, loss: 1.2379, grad_norm: 6.2862 2021-01-29 16:27:58,021 - mmaction - INFO - Epoch [246][2140/2147] lr: 9.097e-04, eta: 10:06:15, time: 1.526, data_time: 0.012, memory: 16628, top1_acc: 0.6933, top5_acc: 0.8661, loss_cls: 1.2541, loss: 1.2541, grad_norm: 6.3146 2021-01-29 16:35:46,127 - mmaction - INFO - Epoch [247][20/2147] lr: 7.520e-04, eta: 10:05:45, time: 21.885, data_time: 20.275, memory: 16628, top1_acc: 0.7018, top5_acc: 0.8683, loss_cls: 1.2678, loss: 1.2678, grad_norm: 6.5692 2021-01-29 16:36:14,735 - mmaction - INFO - Epoch [247][40/2147] lr: 7.520e-04, eta: 10:05:11, time: 1.433, data_time: 0.014, memory: 16628, top1_acc: 0.6933, top5_acc: 0.8589, loss_cls: 1.3025, loss: 1.3025, grad_norm: 6.6660 2021-01-29 16:36:53,833 - mmaction - INFO - Epoch [247][60/2147] lr: 7.520e-04, eta: 10:04:37, time: 1.954, data_time: 0.005, memory: 16628, top1_acc: 0.6862, top5_acc: 0.8589, loss_cls: 1.2954, loss: 1.2954, grad_norm: 6.4811 2021-01-29 16:37:25,030 - mmaction - INFO - Epoch [247][80/2147] lr: 7.520e-04, eta: 10:04:03, time: 1.561, data_time: 0.008, memory: 16628, top1_acc: 0.7121, top5_acc: 0.8647, loss_cls: 1.2240, loss: 1.2240, grad_norm: 6.2829 2021-01-29 16:37:56,336 - mmaction - INFO - Epoch [247][100/2147] lr: 7.520e-04, eta: 10:03:29, time: 1.562, data_time: 0.005, memory: 16628, top1_acc: 0.6902, top5_acc: 0.8567, loss_cls: 1.2930, loss: 1.2930, grad_norm: 6.5643 2021-01-29 16:38:27,648 - mmaction - INFO - Epoch [247][120/2147] lr: 7.520e-04, eta: 10:02:55, time: 1.567, data_time: 0.012, memory: 16628, top1_acc: 0.7000, top5_acc: 0.8754, loss_cls: 1.2371, loss: 1.2371, grad_norm: 6.5455 2021-01-29 16:38:59,992 - mmaction - INFO - Epoch [247][140/2147] lr: 7.520e-04, eta: 10:02:21, time: 1.619, data_time: 0.009, memory: 16628, top1_acc: 0.6830, top5_acc: 0.8598, loss_cls: 1.2940, loss: 1.2940, grad_norm: 6.5428 2021-01-29 16:39:30,741 - mmaction - INFO - Epoch [247][160/2147] lr: 7.520e-04, eta: 10:01:47, time: 1.537, data_time: 0.003, memory: 16628, top1_acc: 0.6911, top5_acc: 0.8598, loss_cls: 1.2630, loss: 1.2630, grad_norm: 6.6619 2021-01-29 16:40:00,492 - mmaction - INFO - Epoch [247][180/2147] lr: 7.520e-04, eta: 10:01:13, time: 1.486, data_time: 0.004, memory: 16628, top1_acc: 0.6991, top5_acc: 0.8621, loss_cls: 1.2773, loss: 1.2773, grad_norm: 6.6114 2021-01-29 16:40:30,125 - mmaction - INFO - Epoch [247][200/2147] lr: 7.520e-04, eta: 10:00:39, time: 1.483, data_time: 0.011, memory: 16628, top1_acc: 0.6969, top5_acc: 0.8607, loss_cls: 1.2602, loss: 1.2602, grad_norm: 6.4692 2021-01-29 16:41:02,050 - mmaction - INFO - Epoch [247][220/2147] lr: 7.520e-04, eta: 10:00:05, time: 1.596, data_time: 0.004, memory: 16628, top1_acc: 0.6853, top5_acc: 0.8661, loss_cls: 1.2966, loss: 1.2966, grad_norm: 6.5669 2021-01-29 16:41:37,554 - mmaction - INFO - Epoch [247][240/2147] lr: 7.520e-04, eta: 9:59:32, time: 1.772, data_time: 0.006, memory: 16628, top1_acc: 0.6951, top5_acc: 0.8701, loss_cls: 1.2620, loss: 1.2620, grad_norm: 6.5472 2021-01-29 16:42:15,323 - mmaction - INFO - Epoch [247][260/2147] lr: 7.520e-04, eta: 9:58:58, time: 1.892, data_time: 0.010, memory: 16628, top1_acc: 0.6942, top5_acc: 0.8616, loss_cls: 1.2641, loss: 1.2641, grad_norm: 6.6078 2021-01-29 16:42:44,169 - mmaction - INFO - Epoch [247][280/2147] lr: 7.520e-04, eta: 9:58:24, time: 1.443, data_time: 0.006, memory: 16628, top1_acc: 0.6920, top5_acc: 0.8634, loss_cls: 1.2955, loss: 1.2955, grad_norm: 6.4814 2021-01-29 16:43:12,932 - mmaction - INFO - Epoch [247][300/2147] lr: 7.520e-04, eta: 9:57:50, time: 1.437, data_time: 0.004, memory: 16628, top1_acc: 0.6888, top5_acc: 0.8688, loss_cls: 1.2495, loss: 1.2495, grad_norm: 6.5309 2021-01-29 16:43:41,411 - mmaction - INFO - Epoch [247][320/2147] lr: 7.520e-04, eta: 9:57:16, time: 1.425, data_time: 0.005, memory: 16628, top1_acc: 0.7045, top5_acc: 0.8710, loss_cls: 1.2341, loss: 1.2341, grad_norm: 6.4833 2021-01-29 16:44:10,525 - mmaction - INFO - Epoch [247][340/2147] lr: 7.520e-04, eta: 9:56:41, time: 1.455, data_time: 0.004, memory: 16628, top1_acc: 0.7018, top5_acc: 0.8710, loss_cls: 1.2801, loss: 1.2801, grad_norm: 6.4745 2021-01-29 16:44:39,053 - mmaction - INFO - Epoch [247][360/2147] lr: 7.520e-04, eta: 9:56:07, time: 1.427, data_time: 0.006, memory: 16628, top1_acc: 0.6897, top5_acc: 0.8612, loss_cls: 1.2727, loss: 1.2727, grad_norm: 6.4308 2021-01-29 16:45:08,175 - mmaction - INFO - Epoch [247][380/2147] lr: 7.520e-04, eta: 9:55:33, time: 1.452, data_time: 0.005, memory: 16628, top1_acc: 0.6857, top5_acc: 0.8576, loss_cls: 1.3021, loss: 1.3021, grad_norm: 6.5029 2021-01-29 16:45:38,931 - mmaction - INFO - Epoch [247][400/2147] lr: 7.520e-04, eta: 9:54:59, time: 1.525, data_time: 0.008, memory: 16628, top1_acc: 0.6853, top5_acc: 0.8571, loss_cls: 1.2790, loss: 1.2790, grad_norm: 6.4874 2021-01-29 16:46:12,455 - mmaction - INFO - Epoch [247][420/2147] lr: 7.520e-04, eta: 9:54:25, time: 1.690, data_time: 0.020, memory: 16628, top1_acc: 0.6964, top5_acc: 0.8638, loss_cls: 1.2665, loss: 1.2665, grad_norm: 6.4643 2021-01-29 16:46:47,308 - mmaction - INFO - Epoch [247][440/2147] lr: 7.520e-04, eta: 9:53:52, time: 1.746, data_time: 0.008, memory: 16628, top1_acc: 0.6933, top5_acc: 0.8603, loss_cls: 1.3241, loss: 1.3241, grad_norm: 6.6416 2021-01-29 16:47:18,169 - mmaction - INFO - Epoch [247][460/2147] lr: 7.520e-04, eta: 9:53:17, time: 1.539, data_time: 0.027, memory: 16628, top1_acc: 0.6955, top5_acc: 0.8629, loss_cls: 1.2743, loss: 1.2743, grad_norm: 6.5154 2021-01-29 16:47:58,653 - mmaction - INFO - Epoch [247][480/2147] lr: 7.520e-04, eta: 9:52:44, time: 2.018, data_time: 0.011, memory: 16628, top1_acc: 0.6987, top5_acc: 0.8710, loss_cls: 1.2342, loss: 1.2342, grad_norm: 6.4301 2021-01-29 16:48:29,959 - mmaction - INFO - Epoch [247][500/2147] lr: 7.520e-04, eta: 9:52:10, time: 1.576, data_time: 0.029, memory: 16628, top1_acc: 0.6938, top5_acc: 0.8754, loss_cls: 1.2516, loss: 1.2516, grad_norm: 6.5917 2021-01-29 16:48:58,706 - mmaction - INFO - Epoch [247][520/2147] lr: 7.520e-04, eta: 9:51:36, time: 1.437, data_time: 0.007, memory: 16628, top1_acc: 0.6893, top5_acc: 0.8701, loss_cls: 1.2450, loss: 1.2450, grad_norm: 6.5055 2021-01-29 16:49:29,631 - mmaction - INFO - Epoch [247][540/2147] lr: 7.520e-04, eta: 9:51:02, time: 1.539, data_time: 0.002, memory: 16628, top1_acc: 0.6996, top5_acc: 0.8576, loss_cls: 1.2722, loss: 1.2722, grad_norm: 6.6393 2021-01-29 16:50:00,512 - mmaction - INFO - Epoch [247][560/2147] lr: 7.520e-04, eta: 9:50:28, time: 1.548, data_time: 0.010, memory: 16628, top1_acc: 0.7000, top5_acc: 0.8629, loss_cls: 1.2516, loss: 1.2516, grad_norm: 6.4679 2021-01-29 16:50:29,379 - mmaction - INFO - Epoch [247][580/2147] lr: 7.520e-04, eta: 9:49:54, time: 1.447, data_time: 0.012, memory: 16628, top1_acc: 0.7009, top5_acc: 0.8705, loss_cls: 1.2409, loss: 1.2409, grad_norm: 6.4673 2021-01-29 16:50:58,702 - mmaction - INFO - Epoch [247][600/2147] lr: 7.520e-04, eta: 9:49:20, time: 1.465, data_time: 0.004, memory: 16628, top1_acc: 0.7063, top5_acc: 0.8719, loss_cls: 1.2212, loss: 1.2212, grad_norm: 6.3954 2021-01-29 16:51:27,851 - mmaction - INFO - Epoch [247][620/2147] lr: 7.520e-04, eta: 9:48:46, time: 1.458, data_time: 0.004, memory: 16628, top1_acc: 0.7004, top5_acc: 0.8656, loss_cls: 1.2683, loss: 1.2683, grad_norm: 6.5594 2021-01-29 16:52:02,928 - mmaction - INFO - Epoch [247][640/2147] lr: 7.520e-04, eta: 9:48:12, time: 1.752, data_time: 0.004, memory: 16628, top1_acc: 0.6857, top5_acc: 0.8723, loss_cls: 1.2665, loss: 1.2665, grad_norm: 6.6554 2021-01-29 16:52:35,355 - mmaction - INFO - Epoch [247][660/2147] lr: 7.520e-04, eta: 9:47:38, time: 1.618, data_time: 0.011, memory: 16628, top1_acc: 0.6960, top5_acc: 0.8594, loss_cls: 1.2510, loss: 1.2510, grad_norm: 6.4889 2021-01-29 16:53:05,291 - mmaction - INFO - Epoch [247][680/2147] lr: 7.520e-04, eta: 9:47:04, time: 1.500, data_time: 0.013, memory: 16628, top1_acc: 0.6951, top5_acc: 0.8665, loss_cls: 1.2740, loss: 1.2740, grad_norm: 6.6094 2021-01-29 16:53:38,470 - mmaction - INFO - Epoch [247][700/2147] lr: 7.520e-04, eta: 9:46:30, time: 1.658, data_time: 0.011, memory: 16628, top1_acc: 0.6799, top5_acc: 0.8670, loss_cls: 1.2961, loss: 1.2961, grad_norm: 6.5861 2021-01-29 16:54:07,098 - mmaction - INFO - Epoch [247][720/2147] lr: 7.520e-04, eta: 9:45:56, time: 1.436, data_time: 0.008, memory: 16628, top1_acc: 0.6969, top5_acc: 0.8652, loss_cls: 1.2568, loss: 1.2568, grad_norm: 6.4371 2021-01-29 16:54:38,184 - mmaction - INFO - Epoch [247][740/2147] lr: 7.520e-04, eta: 9:45:22, time: 1.550, data_time: 0.006, memory: 16628, top1_acc: 0.6875, top5_acc: 0.8567, loss_cls: 1.3030, loss: 1.3030, grad_norm: 6.5924 2021-01-29 16:55:07,441 - mmaction - INFO - Epoch [247][760/2147] lr: 7.520e-04, eta: 9:44:48, time: 1.467, data_time: 0.010, memory: 16628, top1_acc: 0.6790, top5_acc: 0.8397, loss_cls: 1.3586, loss: 1.3586, grad_norm: 6.8428 2021-01-29 16:55:37,965 - mmaction - INFO - Epoch [247][780/2147] lr: 7.520e-04, eta: 9:44:14, time: 1.509, data_time: 0.006, memory: 16628, top1_acc: 0.7080, top5_acc: 0.8737, loss_cls: 1.2232, loss: 1.2232, grad_norm: 6.4654 2021-01-29 16:56:09,251 - mmaction - INFO - Epoch [247][800/2147] lr: 7.520e-04, eta: 9:43:40, time: 1.582, data_time: 0.027, memory: 16628, top1_acc: 0.7009, top5_acc: 0.8661, loss_cls: 1.2775, loss: 1.2775, grad_norm: 6.6069 2021-01-29 16:56:38,895 - mmaction - INFO - Epoch [247][820/2147] lr: 7.520e-04, eta: 9:43:06, time: 1.482, data_time: 0.002, memory: 16628, top1_acc: 0.6942, top5_acc: 0.8670, loss_cls: 1.2720, loss: 1.2720, grad_norm: 6.6526 2021-01-29 16:57:07,902 - mmaction - INFO - Epoch [247][840/2147] lr: 7.520e-04, eta: 9:42:32, time: 1.451, data_time: 0.003, memory: 16628, top1_acc: 0.6875, top5_acc: 0.8683, loss_cls: 1.2653, loss: 1.2653, grad_norm: 6.5926 2021-01-29 16:57:38,084 - mmaction - INFO - Epoch [247][860/2147] lr: 7.520e-04, eta: 9:41:58, time: 1.504, data_time: 0.003, memory: 16628, top1_acc: 0.6884, top5_acc: 0.8683, loss_cls: 1.2620, loss: 1.2620, grad_norm: 6.5692 2021-01-29 16:58:08,755 - mmaction - INFO - Epoch [247][880/2147] lr: 7.520e-04, eta: 9:41:23, time: 1.538, data_time: 0.011, memory: 16628, top1_acc: 0.6862, top5_acc: 0.8580, loss_cls: 1.3071, loss: 1.3071, grad_norm: 6.5467 2021-01-29 16:58:37,214 - mmaction - INFO - Epoch [247][900/2147] lr: 7.520e-04, eta: 9:40:49, time: 1.423, data_time: 0.002, memory: 16628, top1_acc: 0.6848, top5_acc: 0.8549, loss_cls: 1.3022, loss: 1.3022, grad_norm: 6.5086 2021-01-29 16:59:08,000 - mmaction - INFO - Epoch [247][920/2147] lr: 7.520e-04, eta: 9:40:15, time: 1.537, data_time: 0.011, memory: 16628, top1_acc: 0.7004, top5_acc: 0.8647, loss_cls: 1.3022, loss: 1.3022, grad_norm: 6.5307 2021-01-29 16:59:41,584 - mmaction - INFO - Epoch [247][940/2147] lr: 7.520e-04, eta: 9:39:42, time: 1.680, data_time: 0.017, memory: 16628, top1_acc: 0.6835, top5_acc: 0.8580, loss_cls: 1.3110, loss: 1.3110, grad_norm: 6.6287 2021-01-29 17:00:10,332 - mmaction - INFO - Epoch [247][960/2147] lr: 7.520e-04, eta: 9:39:07, time: 1.439, data_time: 0.011, memory: 16628, top1_acc: 0.6884, top5_acc: 0.8687, loss_cls: 1.2723, loss: 1.2723, grad_norm: 6.5785 2021-01-29 17:00:44,170 - mmaction - INFO - Epoch [247][980/2147] lr: 7.520e-04, eta: 9:38:34, time: 1.689, data_time: 0.005, memory: 16628, top1_acc: 0.6960, top5_acc: 0.8710, loss_cls: 1.1926, loss: 1.1926, grad_norm: 6.3500 2021-01-29 17:01:13,975 - mmaction - INFO - Epoch [247][1000/2147] lr: 7.520e-04, eta: 9:37:59, time: 1.492, data_time: 0.010, memory: 16628, top1_acc: 0.6915, top5_acc: 0.8545, loss_cls: 1.2860, loss: 1.2860, grad_norm: 6.4263 2021-01-29 17:01:49,207 - mmaction - INFO - Epoch [247][1020/2147] lr: 7.520e-04, eta: 9:37:26, time: 1.761, data_time: 0.006, memory: 16628, top1_acc: 0.6933, top5_acc: 0.8527, loss_cls: 1.3165, loss: 1.3165, grad_norm: 6.5867 2021-01-29 17:02:18,337 - mmaction - INFO - Epoch [247][1040/2147] lr: 7.520e-04, eta: 9:36:52, time: 1.457, data_time: 0.004, memory: 16628, top1_acc: 0.6920, top5_acc: 0.8723, loss_cls: 1.2616, loss: 1.2616, grad_norm: 6.5750 2021-01-29 17:02:57,186 - mmaction - INFO - Epoch [247][1060/2147] lr: 7.520e-04, eta: 9:36:18, time: 1.848, data_time: 0.015, memory: 16628, top1_acc: 0.7009, top5_acc: 0.8643, loss_cls: 1.2559, loss: 1.2559, grad_norm: 6.4290 2021-01-29 17:03:26,122 - mmaction - INFO - Epoch [247][1080/2147] lr: 7.520e-04, eta: 9:35:44, time: 1.540, data_time: 0.104, memory: 16628, top1_acc: 0.6946, top5_acc: 0.8710, loss_cls: 1.2796, loss: 1.2796, grad_norm: 6.6742 2021-01-29 17:03:55,386 - mmaction - INFO - Epoch [247][1100/2147] lr: 7.520e-04, eta: 9:35:10, time: 1.459, data_time: 0.005, memory: 16628, top1_acc: 0.6946, top5_acc: 0.8536, loss_cls: 1.2868, loss: 1.2868, grad_norm: 6.4755 2021-01-29 17:04:38,096 - mmaction - INFO - Epoch [247][1120/2147] lr: 7.520e-04, eta: 9:34:36, time: 2.129, data_time: 0.010, memory: 16628, top1_acc: 0.7165, top5_acc: 0.8750, loss_cls: 1.1891, loss: 1.1891, grad_norm: 6.4544 2021-01-29 17:05:07,865 - mmaction - INFO - Epoch [247][1140/2147] lr: 7.520e-04, eta: 9:34:02, time: 1.497, data_time: 0.021, memory: 16628, top1_acc: 0.7054, top5_acc: 0.8679, loss_cls: 1.2445, loss: 1.2445, grad_norm: 6.6318 2021-01-29 17:05:37,558 - mmaction - INFO - Epoch [247][1160/2147] lr: 7.520e-04, eta: 9:33:28, time: 1.482, data_time: 0.009, memory: 16628, top1_acc: 0.6879, top5_acc: 0.8612, loss_cls: 1.3038, loss: 1.3038, grad_norm: 6.6017 2021-01-29 17:06:09,262 - mmaction - INFO - Epoch [247][1180/2147] lr: 7.520e-04, eta: 9:32:54, time: 1.590, data_time: 0.017, memory: 16628, top1_acc: 0.6848, top5_acc: 0.8616, loss_cls: 1.3001, loss: 1.3001, grad_norm: 6.7313 2021-01-29 17:06:58,721 - mmaction - INFO - Epoch [247][1200/2147] lr: 7.520e-04, eta: 9:32:21, time: 2.465, data_time: 0.010, memory: 16628, top1_acc: 0.7054, top5_acc: 0.8692, loss_cls: 1.2208, loss: 1.2208, grad_norm: 6.4285 2021-01-29 17:07:30,768 - mmaction - INFO - Epoch [247][1220/2147] lr: 7.520e-04, eta: 9:31:47, time: 1.610, data_time: 0.016, memory: 16628, top1_acc: 0.7031, top5_acc: 0.8674, loss_cls: 1.2580, loss: 1.2580, grad_norm: 6.5757 2021-01-29 17:08:10,244 - mmaction - INFO - Epoch [247][1240/2147] lr: 7.520e-04, eta: 9:31:13, time: 1.974, data_time: 0.008, memory: 16628, top1_acc: 0.6884, top5_acc: 0.8679, loss_cls: 1.2775, loss: 1.2775, grad_norm: 6.5640 2021-01-29 17:08:40,220 - mmaction - INFO - Epoch [247][1260/2147] lr: 7.520e-04, eta: 9:30:39, time: 1.485, data_time: 0.012, memory: 16628, top1_acc: 0.7098, top5_acc: 0.8795, loss_cls: 1.2175, loss: 1.2175, grad_norm: 6.4126 2021-01-29 17:09:09,506 - mmaction - INFO - Epoch [247][1280/2147] lr: 7.520e-04, eta: 9:30:05, time: 1.479, data_time: 0.020, memory: 16628, top1_acc: 0.6853, top5_acc: 0.8674, loss_cls: 1.3002, loss: 1.3002, grad_norm: 6.8614 2021-01-29 17:09:38,570 - mmaction - INFO - Epoch [247][1300/2147] lr: 7.520e-04, eta: 9:29:31, time: 1.453, data_time: 0.003, memory: 16628, top1_acc: 0.6937, top5_acc: 0.8661, loss_cls: 1.2615, loss: 1.2615, grad_norm: 6.5440 2021-01-29 17:10:08,852 - mmaction - INFO - Epoch [247][1320/2147] lr: 7.520e-04, eta: 9:28:57, time: 1.513, data_time: 0.002, memory: 16628, top1_acc: 0.6996, top5_acc: 0.8670, loss_cls: 1.2536, loss: 1.2536, grad_norm: 6.5128 2021-01-29 17:10:44,069 - mmaction - INFO - Epoch [247][1340/2147] lr: 7.520e-04, eta: 9:28:23, time: 1.751, data_time: 0.011, memory: 16628, top1_acc: 0.7116, top5_acc: 0.8737, loss_cls: 1.2330, loss: 1.2330, grad_norm: 6.5650 2021-01-29 17:11:12,674 - mmaction - INFO - Epoch [247][1360/2147] lr: 7.520e-04, eta: 9:27:49, time: 1.441, data_time: 0.013, memory: 16628, top1_acc: 0.6911, top5_acc: 0.8705, loss_cls: 1.2393, loss: 1.2393, grad_norm: 6.5247 2021-01-29 17:11:43,539 - mmaction - INFO - Epoch [247][1380/2147] lr: 7.520e-04, eta: 9:27:15, time: 1.474, data_time: 0.004, memory: 16628, top1_acc: 0.7000, top5_acc: 0.8710, loss_cls: 1.2555, loss: 1.2555, grad_norm: 6.6177 2021-01-29 17:12:16,882 - mmaction - INFO - Epoch [247][1400/2147] lr: 7.520e-04, eta: 9:26:41, time: 1.732, data_time: 0.073, memory: 16628, top1_acc: 0.6964, top5_acc: 0.8652, loss_cls: 1.2628, loss: 1.2628, grad_norm: 6.5474 2021-01-29 17:12:56,423 - mmaction - INFO - Epoch [247][1420/2147] lr: 7.520e-04, eta: 9:26:08, time: 1.948, data_time: 0.009, memory: 16628, top1_acc: 0.6826, top5_acc: 0.8594, loss_cls: 1.3035, loss: 1.3035, grad_norm: 6.7767 2021-01-29 17:13:29,394 - mmaction - INFO - Epoch [247][1440/2147] lr: 7.520e-04, eta: 9:25:34, time: 1.672, data_time: 0.036, memory: 16628, top1_acc: 0.6991, top5_acc: 0.8643, loss_cls: 1.2838, loss: 1.2838, grad_norm: 6.7849 2021-01-29 17:14:05,796 - mmaction - INFO - Epoch [247][1460/2147] lr: 7.520e-04, eta: 9:25:00, time: 1.828, data_time: 0.016, memory: 16628, top1_acc: 0.6955, top5_acc: 0.8598, loss_cls: 1.2745, loss: 1.2745, grad_norm: 6.7733 2021-01-29 17:14:34,549 - mmaction - INFO - Epoch [247][1480/2147] lr: 7.520e-04, eta: 9:24:26, time: 1.440, data_time: 0.009, memory: 16628, top1_acc: 0.6888, top5_acc: 0.8665, loss_cls: 1.2584, loss: 1.2584, grad_norm: 6.6081 2021-01-29 17:15:07,341 - mmaction - INFO - Epoch [247][1500/2147] lr: 7.520e-04, eta: 9:23:52, time: 1.639, data_time: 0.005, memory: 16628, top1_acc: 0.6973, top5_acc: 0.8732, loss_cls: 1.2202, loss: 1.2202, grad_norm: 6.4205 2021-01-29 17:15:36,600 - mmaction - INFO - Epoch [247][1520/2147] lr: 7.520e-04, eta: 9:23:18, time: 1.458, data_time: 0.004, memory: 16628, top1_acc: 0.6884, top5_acc: 0.8638, loss_cls: 1.2592, loss: 1.2592, grad_norm: 6.7712 2021-01-29 17:16:08,806 - mmaction - INFO - Epoch [247][1540/2147] lr: 7.520e-04, eta: 9:22:44, time: 1.615, data_time: 0.009, memory: 16628, top1_acc: 0.6929, top5_acc: 0.8571, loss_cls: 1.3336, loss: 1.3336, grad_norm: 6.8223 2021-01-29 17:16:59,327 - mmaction - INFO - Epoch [247][1560/2147] lr: 7.520e-04, eta: 9:22:11, time: 2.517, data_time: 0.012, memory: 16628, top1_acc: 0.6728, top5_acc: 0.8629, loss_cls: 1.3168, loss: 1.3168, grad_norm: 6.7017 2021-01-29 17:17:27,873 - mmaction - INFO - Epoch [247][1580/2147] lr: 7.520e-04, eta: 9:21:37, time: 1.436, data_time: 0.022, memory: 16628, top1_acc: 0.6973, top5_acc: 0.8656, loss_cls: 1.2511, loss: 1.2511, grad_norm: 6.6116 2021-01-29 17:18:01,293 - mmaction - INFO - Epoch [247][1600/2147] lr: 7.520e-04, eta: 9:21:03, time: 1.659, data_time: 0.005, memory: 16628, top1_acc: 0.6786, top5_acc: 0.8750, loss_cls: 1.2869, loss: 1.2869, grad_norm: 6.8881 2021-01-29 17:18:33,466 - mmaction - INFO - Epoch [247][1620/2147] lr: 7.520e-04, eta: 9:20:29, time: 1.619, data_time: 0.018, memory: 16628, top1_acc: 0.6924, top5_acc: 0.8647, loss_cls: 1.2754, loss: 1.2754, grad_norm: 6.6145 2021-01-29 17:19:02,608 - mmaction - INFO - Epoch [247][1640/2147] lr: 7.520e-04, eta: 9:19:55, time: 1.458, data_time: 0.004, memory: 16628, top1_acc: 0.6799, top5_acc: 0.8594, loss_cls: 1.3345, loss: 1.3345, grad_norm: 6.7914 2021-01-29 17:19:37,903 - mmaction - INFO - Epoch [247][1660/2147] lr: 7.520e-04, eta: 9:19:21, time: 1.759, data_time: 0.005, memory: 16628, top1_acc: 0.7161, top5_acc: 0.8679, loss_cls: 1.2341, loss: 1.2341, grad_norm: 6.4759 2021-01-29 17:20:08,482 - mmaction - INFO - Epoch [247][1680/2147] lr: 7.520e-04, eta: 9:18:47, time: 1.535, data_time: 0.012, memory: 16628, top1_acc: 0.6987, top5_acc: 0.8705, loss_cls: 1.2257, loss: 1.2257, grad_norm: 6.5064 2021-01-29 17:20:37,869 - mmaction - INFO - Epoch [247][1700/2147] lr: 7.520e-04, eta: 9:18:13, time: 1.453, data_time: 0.004, memory: 16628, top1_acc: 0.7009, top5_acc: 0.8554, loss_cls: 1.2763, loss: 1.2763, grad_norm: 6.6283 2021-01-29 17:21:09,285 - mmaction - INFO - Epoch [247][1720/2147] lr: 7.520e-04, eta: 9:17:39, time: 1.585, data_time: 0.021, memory: 16628, top1_acc: 0.7049, top5_acc: 0.8634, loss_cls: 1.2504, loss: 1.2504, grad_norm: 6.4956 2021-01-29 17:21:44,246 - mmaction - INFO - Epoch [247][1740/2147] lr: 7.520e-04, eta: 9:17:05, time: 1.750, data_time: 0.010, memory: 16628, top1_acc: 0.6875, top5_acc: 0.8692, loss_cls: 1.2659, loss: 1.2659, grad_norm: 6.6280 2021-01-29 17:22:13,542 - mmaction - INFO - Epoch [247][1760/2147] lr: 7.520e-04, eta: 9:16:31, time: 1.461, data_time: 0.007, memory: 16628, top1_acc: 0.7036, top5_acc: 0.8714, loss_cls: 1.2262, loss: 1.2262, grad_norm: 6.5706 2021-01-29 17:22:44,370 - mmaction - INFO - Epoch [247][1780/2147] lr: 7.520e-04, eta: 9:15:57, time: 1.543, data_time: 0.011, memory: 16628, top1_acc: 0.6750, top5_acc: 0.8545, loss_cls: 1.3315, loss: 1.3315, grad_norm: 6.7705 2021-01-29 17:23:17,351 - mmaction - INFO - Epoch [247][1800/2147] lr: 7.520e-04, eta: 9:15:23, time: 1.650, data_time: 0.010, memory: 16628, top1_acc: 0.6705, top5_acc: 0.8652, loss_cls: 1.3176, loss: 1.3176, grad_norm: 6.8485 2021-01-29 17:23:48,361 - mmaction - INFO - Epoch [247][1820/2147] lr: 7.520e-04, eta: 9:14:49, time: 1.552, data_time: 0.006, memory: 16628, top1_acc: 0.6960, top5_acc: 0.8594, loss_cls: 1.2903, loss: 1.2903, grad_norm: 6.5357 2021-01-29 17:24:17,553 - mmaction - INFO - Epoch [247][1840/2147] lr: 7.520e-04, eta: 9:14:15, time: 1.461, data_time: 0.003, memory: 16628, top1_acc: 0.6929, top5_acc: 0.8571, loss_cls: 1.3047, loss: 1.3047, grad_norm: 6.6655 2021-01-29 17:24:50,699 - mmaction - INFO - Epoch [247][1860/2147] lr: 7.520e-04, eta: 9:13:41, time: 1.647, data_time: 0.007, memory: 16628, top1_acc: 0.6768, top5_acc: 0.8522, loss_cls: 1.3603, loss: 1.3603, grad_norm: 6.7872 2021-01-29 17:25:19,682 - mmaction - INFO - Epoch [247][1880/2147] lr: 7.520e-04, eta: 9:13:07, time: 1.460, data_time: 0.017, memory: 16628, top1_acc: 0.7049, top5_acc: 0.8612, loss_cls: 1.2452, loss: 1.2452, grad_norm: 6.5301 2021-01-29 17:25:54,891 - mmaction - INFO - Epoch [247][1900/2147] lr: 7.520e-04, eta: 9:12:33, time: 1.754, data_time: 0.009, memory: 16628, top1_acc: 0.7067, top5_acc: 0.8670, loss_cls: 1.2486, loss: 1.2486, grad_norm: 6.3893 2021-01-29 17:26:31,377 - mmaction - INFO - Epoch [247][1920/2147] lr: 7.520e-04, eta: 9:11:59, time: 1.824, data_time: 0.013, memory: 16628, top1_acc: 0.6848, top5_acc: 0.8737, loss_cls: 1.2604, loss: 1.2604, grad_norm: 6.6467 2021-01-29 17:27:06,118 - mmaction - INFO - Epoch [247][1940/2147] lr: 7.520e-04, eta: 9:11:25, time: 1.738, data_time: 0.017, memory: 16628, top1_acc: 0.6732, top5_acc: 0.8576, loss_cls: 1.3259, loss: 1.3259, grad_norm: 6.7510 2021-01-29 17:27:40,172 - mmaction - INFO - Epoch [247][1960/2147] lr: 7.520e-04, eta: 9:10:52, time: 1.704, data_time: 0.011, memory: 16628, top1_acc: 0.6920, top5_acc: 0.8638, loss_cls: 1.2531, loss: 1.2531, grad_norm: 6.5214 2021-01-29 17:28:09,214 - mmaction - INFO - Epoch [247][1980/2147] lr: 7.520e-04, eta: 9:10:18, time: 1.456, data_time: 0.008, memory: 16628, top1_acc: 0.7004, top5_acc: 0.8746, loss_cls: 1.2596, loss: 1.2596, grad_norm: 6.5664 2021-01-29 17:28:41,255 - mmaction - INFO - Epoch [247][2000/2147] lr: 7.520e-04, eta: 9:09:44, time: 1.602, data_time: 0.006, memory: 16628, top1_acc: 0.7004, top5_acc: 0.8732, loss_cls: 1.2425, loss: 1.2425, grad_norm: 6.6217 2021-01-29 17:29:09,642 - mmaction - INFO - Epoch [247][2020/2147] lr: 7.520e-04, eta: 9:09:09, time: 1.420, data_time: 0.003, memory: 16628, top1_acc: 0.6960, top5_acc: 0.8616, loss_cls: 1.2822, loss: 1.2822, grad_norm: 6.5868 2021-01-29 17:29:41,641 - mmaction - INFO - Epoch [247][2040/2147] lr: 7.520e-04, eta: 9:08:36, time: 1.599, data_time: 0.006, memory: 16628, top1_acc: 0.7089, top5_acc: 0.8656, loss_cls: 1.2413, loss: 1.2413, grad_norm: 6.3714 2021-01-29 17:30:12,254 - mmaction - INFO - Epoch [247][2060/2147] lr: 7.520e-04, eta: 9:08:02, time: 1.528, data_time: 0.003, memory: 16628, top1_acc: 0.6754, top5_acc: 0.8545, loss_cls: 1.3607, loss: 1.3607, grad_norm: 6.9027 2021-01-29 17:30:46,206 - mmaction - INFO - Epoch [247][2080/2147] lr: 7.520e-04, eta: 9:07:28, time: 1.701, data_time: 0.008, memory: 16628, top1_acc: 0.6942, top5_acc: 0.8638, loss_cls: 1.2684, loss: 1.2684, grad_norm: 6.7689 2021-01-29 17:31:19,422 - mmaction - INFO - Epoch [247][2100/2147] lr: 7.520e-04, eta: 9:06:54, time: 1.661, data_time: 0.002, memory: 16628, top1_acc: 0.7121, top5_acc: 0.8746, loss_cls: 1.2373, loss: 1.2373, grad_norm: 6.4701 2021-01-29 17:31:51,257 - mmaction - INFO - Epoch [247][2120/2147] lr: 7.520e-04, eta: 9:06:20, time: 1.589, data_time: 0.003, memory: 16628, top1_acc: 0.6915, top5_acc: 0.8549, loss_cls: 1.3004, loss: 1.3004, grad_norm: 6.5634 2021-01-29 17:32:25,177 - mmaction - INFO - Epoch [247][2140/2147] lr: 7.520e-04, eta: 9:05:46, time: 1.696, data_time: 0.011, memory: 16628, top1_acc: 0.6973, top5_acc: 0.8701, loss_cls: 1.2558, loss: 1.2558, grad_norm: 6.5286 2021-01-29 17:39:30,013 - mmaction - INFO - Epoch [248][20/2147] lr: 6.093e-04, eta: 9:05:13, time: 19.521, data_time: 17.623, memory: 16628, top1_acc: 0.7121, top5_acc: 0.8862, loss_cls: 1.1790, loss: 1.1790, grad_norm: 6.5079 2021-01-29 17:40:01,811 - mmaction - INFO - Epoch [248][40/2147] lr: 6.093e-04, eta: 9:04:39, time: 1.601, data_time: 0.020, memory: 16628, top1_acc: 0.6893, top5_acc: 0.8612, loss_cls: 1.2847, loss: 1.2847, grad_norm: 6.6797 2021-01-29 17:40:37,638 - mmaction - INFO - Epoch [248][60/2147] lr: 6.093e-04, eta: 9:04:05, time: 1.776, data_time: 0.005, memory: 16628, top1_acc: 0.6991, top5_acc: 0.8647, loss_cls: 1.2460, loss: 1.2460, grad_norm: 6.6576 2021-01-29 17:41:10,683 - mmaction - INFO - Epoch [248][80/2147] lr: 6.093e-04, eta: 9:03:31, time: 1.667, data_time: 0.022, memory: 16628, top1_acc: 0.7138, top5_acc: 0.8701, loss_cls: 1.2178, loss: 1.2178, grad_norm: 6.2982 2021-01-29 17:42:02,117 - mmaction - INFO - Epoch [248][100/2147] lr: 6.093e-04, eta: 9:02:58, time: 2.569, data_time: 0.142, memory: 16628, top1_acc: 0.7188, top5_acc: 0.8741, loss_cls: 1.1772, loss: 1.1772, grad_norm: 6.3527 2021-01-29 17:42:35,765 - mmaction - INFO - Epoch [248][120/2147] lr: 6.093e-04, eta: 9:02:24, time: 1.686, data_time: 0.016, memory: 16628, top1_acc: 0.6924, top5_acc: 0.8616, loss_cls: 1.2739, loss: 1.2739, grad_norm: 6.6005 2021-01-29 17:43:09,714 - mmaction - INFO - Epoch [248][140/2147] lr: 6.093e-04, eta: 9:01:50, time: 1.694, data_time: 0.006, memory: 16628, top1_acc: 0.6978, top5_acc: 0.8598, loss_cls: 1.2857, loss: 1.2857, grad_norm: 6.5442 2021-01-29 17:43:40,435 - mmaction - INFO - Epoch [248][160/2147] lr: 6.093e-04, eta: 9:01:16, time: 1.525, data_time: 0.017, memory: 16628, top1_acc: 0.7036, top5_acc: 0.8683, loss_cls: 1.2349, loss: 1.2349, grad_norm: 6.5763 2021-01-29 17:44:17,487 - mmaction - INFO - Epoch [248][180/2147] lr: 6.093e-04, eta: 9:00:42, time: 1.862, data_time: 0.027, memory: 16628, top1_acc: 0.6875, top5_acc: 0.8665, loss_cls: 1.2636, loss: 1.2636, grad_norm: 6.4530 2021-01-29 17:44:53,234 - mmaction - INFO - Epoch [248][200/2147] lr: 6.093e-04, eta: 9:00:08, time: 1.786, data_time: 0.010, memory: 16628, top1_acc: 0.6996, top5_acc: 0.8634, loss_cls: 1.2704, loss: 1.2704, grad_norm: 6.4655 2021-01-29 17:45:22,716 - mmaction - INFO - Epoch [248][220/2147] lr: 6.093e-04, eta: 8:59:34, time: 1.474, data_time: 0.010, memory: 16628, top1_acc: 0.6893, top5_acc: 0.8621, loss_cls: 1.2808, loss: 1.2808, grad_norm: 6.6801 2021-01-29 17:45:57,874 - mmaction - INFO - Epoch [248][240/2147] lr: 6.093e-04, eta: 8:59:00, time: 1.760, data_time: 0.012, memory: 16628, top1_acc: 0.6973, top5_acc: 0.8835, loss_cls: 1.1981, loss: 1.1981, grad_norm: 6.5999 2021-01-29 17:46:36,316 - mmaction - INFO - Epoch [248][260/2147] lr: 6.093e-04, eta: 8:58:27, time: 1.924, data_time: 0.007, memory: 16628, top1_acc: 0.6790, top5_acc: 0.8504, loss_cls: 1.3495, loss: 1.3495, grad_norm: 6.6515 2021-01-29 17:47:15,821 - mmaction - INFO - Epoch [248][280/2147] lr: 6.093e-04, eta: 8:57:53, time: 1.974, data_time: 0.108, memory: 16628, top1_acc: 0.6875, top5_acc: 0.8612, loss_cls: 1.2855, loss: 1.2855, grad_norm: 6.5402 2021-01-29 17:47:44,068 - mmaction - INFO - Epoch [248][300/2147] lr: 6.093e-04, eta: 8:57:19, time: 1.417, data_time: 0.008, memory: 16628, top1_acc: 0.6862, top5_acc: 0.8607, loss_cls: 1.2863, loss: 1.2863, grad_norm: 6.6766 2021-01-29 17:48:17,900 - mmaction - INFO - Epoch [248][320/2147] lr: 6.093e-04, eta: 8:56:45, time: 1.678, data_time: 0.009, memory: 16628, top1_acc: 0.6839, top5_acc: 0.8585, loss_cls: 1.2963, loss: 1.2963, grad_norm: 6.6357 2021-01-29 17:48:48,438 - mmaction - INFO - Epoch [248][340/2147] lr: 6.093e-04, eta: 8:56:11, time: 1.533, data_time: 0.024, memory: 16628, top1_acc: 0.6893, top5_acc: 0.8612, loss_cls: 1.2955, loss: 1.2955, grad_norm: 6.7347 2021-01-29 17:49:22,368 - mmaction - INFO - Epoch [248][360/2147] lr: 6.093e-04, eta: 8:55:37, time: 1.692, data_time: 0.017, memory: 16628, top1_acc: 0.7000, top5_acc: 0.8768, loss_cls: 1.2296, loss: 1.2296, grad_norm: 6.6390 2021-01-29 17:49:55,131 - mmaction - INFO - Epoch [248][380/2147] lr: 6.093e-04, eta: 8:55:03, time: 1.637, data_time: 0.024, memory: 16628, top1_acc: 0.7040, top5_acc: 0.8656, loss_cls: 1.2391, loss: 1.2391, grad_norm: 6.3810 2021-01-29 17:50:26,840 - mmaction - INFO - Epoch [248][400/2147] lr: 6.093e-04, eta: 8:54:29, time: 1.597, data_time: 0.022, memory: 16628, top1_acc: 0.6821, top5_acc: 0.8661, loss_cls: 1.3026, loss: 1.3026, grad_norm: 6.7627 2021-01-29 17:50:56,499 - mmaction - INFO - Epoch [248][420/2147] lr: 6.093e-04, eta: 8:53:55, time: 1.486, data_time: 0.005, memory: 16628, top1_acc: 0.6924, top5_acc: 0.8603, loss_cls: 1.2882, loss: 1.2882, grad_norm: 6.6359 2021-01-29 17:51:27,188 - mmaction - INFO - Epoch [248][440/2147] lr: 6.093e-04, eta: 8:53:21, time: 1.523, data_time: 0.003, memory: 16628, top1_acc: 0.6897, top5_acc: 0.8621, loss_cls: 1.2938, loss: 1.2938, grad_norm: 6.6864 2021-01-29 17:52:04,603 - mmaction - INFO - Epoch [248][460/2147] lr: 6.093e-04, eta: 8:52:47, time: 1.881, data_time: 0.132, memory: 16628, top1_acc: 0.6924, top5_acc: 0.8652, loss_cls: 1.2682, loss: 1.2682, grad_norm: 6.5170 2021-01-29 17:52:40,823 - mmaction - INFO - Epoch [248][480/2147] lr: 6.093e-04, eta: 8:52:14, time: 1.810, data_time: 0.008, memory: 16628, top1_acc: 0.6946, top5_acc: 0.8710, loss_cls: 1.2889, loss: 1.2889, grad_norm: 6.6838 2021-01-29 17:53:13,144 - mmaction - INFO - Epoch [248][500/2147] lr: 6.093e-04, eta: 8:51:40, time: 1.608, data_time: 0.012, memory: 16628, top1_acc: 0.6929, top5_acc: 0.8656, loss_cls: 1.2520, loss: 1.2520, grad_norm: 6.5705 2021-01-29 17:53:44,487 - mmaction - INFO - Epoch [248][520/2147] lr: 6.093e-04, eta: 8:51:06, time: 1.565, data_time: 0.019, memory: 16628, top1_acc: 0.7094, top5_acc: 0.8728, loss_cls: 1.2054, loss: 1.2054, grad_norm: 6.5858 2021-01-29 17:54:20,229 - mmaction - INFO - Epoch [248][540/2147] lr: 6.093e-04, eta: 8:50:32, time: 1.793, data_time: 0.015, memory: 16628, top1_acc: 0.6884, top5_acc: 0.8674, loss_cls: 1.2731, loss: 1.2731, grad_norm: 6.6784 2021-01-29 17:54:50,537 - mmaction - INFO - Epoch [248][560/2147] lr: 6.093e-04, eta: 8:49:58, time: 1.519, data_time: 0.014, memory: 16628, top1_acc: 0.6906, top5_acc: 0.8705, loss_cls: 1.2764, loss: 1.2764, grad_norm: 6.6243 2021-01-29 17:55:23,939 - mmaction - INFO - Epoch [248][580/2147] lr: 6.093e-04, eta: 8:49:24, time: 1.667, data_time: 0.012, memory: 16628, top1_acc: 0.7009, top5_acc: 0.8607, loss_cls: 1.2675, loss: 1.2675, grad_norm: 6.5559 2021-01-29 17:55:53,992 - mmaction - INFO - Epoch [248][600/2147] lr: 6.093e-04, eta: 8:48:50, time: 1.505, data_time: 0.007, memory: 16628, top1_acc: 0.6960, top5_acc: 0.8696, loss_cls: 1.2613, loss: 1.2613, grad_norm: 6.6023 2021-01-29 17:56:23,343 - mmaction - INFO - Epoch [248][620/2147] lr: 6.093e-04, eta: 8:48:16, time: 1.462, data_time: 0.005, memory: 16628, top1_acc: 0.6937, top5_acc: 0.8585, loss_cls: 1.3140, loss: 1.3140, grad_norm: 6.6807 2021-01-29 17:56:59,777 - mmaction - INFO - Epoch [248][640/2147] lr: 6.093e-04, eta: 8:47:42, time: 1.822, data_time: 0.019, memory: 16628, top1_acc: 0.6960, top5_acc: 0.8692, loss_cls: 1.2608, loss: 1.2608, grad_norm: 6.6985 2021-01-29 17:57:30,097 - mmaction - INFO - Epoch [248][660/2147] lr: 6.093e-04, eta: 8:47:08, time: 1.522, data_time: 0.016, memory: 16628, top1_acc: 0.7054, top5_acc: 0.8741, loss_cls: 1.2212, loss: 1.2212, grad_norm: 6.5258 2021-01-29 17:58:03,005 - mmaction - INFO - Epoch [248][680/2147] lr: 6.093e-04, eta: 8:46:34, time: 1.645, data_time: 0.016, memory: 16628, top1_acc: 0.7045, top5_acc: 0.8638, loss_cls: 1.2519, loss: 1.2519, grad_norm: 6.4015 2021-01-29 17:58:34,214 - mmaction - INFO - Epoch [248][700/2147] lr: 6.093e-04, eta: 8:46:00, time: 1.560, data_time: 0.006, memory: 16628, top1_acc: 0.6991, top5_acc: 0.8737, loss_cls: 1.2369, loss: 1.2369, grad_norm: 6.5730 2021-01-29 17:59:02,915 - mmaction - INFO - Epoch [248][720/2147] lr: 6.093e-04, eta: 8:45:26, time: 1.438, data_time: 0.008, memory: 16628, top1_acc: 0.6920, top5_acc: 0.8679, loss_cls: 1.2689, loss: 1.2689, grad_norm: 6.5832 2021-01-29 17:59:31,750 - mmaction - INFO - Epoch [248][740/2147] lr: 6.093e-04, eta: 8:44:52, time: 1.439, data_time: 0.001, memory: 16628, top1_acc: 0.6955, top5_acc: 0.8728, loss_cls: 1.2773, loss: 1.2773, grad_norm: 6.6881 2021-01-29 18:00:01,174 - mmaction - INFO - Epoch [248][760/2147] lr: 6.093e-04, eta: 8:44:18, time: 1.466, data_time: 0.007, memory: 16628, top1_acc: 0.6920, top5_acc: 0.8714, loss_cls: 1.2216, loss: 1.2216, grad_norm: 6.6301 2021-01-29 18:00:32,446 - mmaction - INFO - Epoch [248][780/2147] lr: 6.093e-04, eta: 8:43:44, time: 1.568, data_time: 0.014, memory: 16628, top1_acc: 0.6915, top5_acc: 0.8629, loss_cls: 1.2774, loss: 1.2774, grad_norm: 6.5395 2021-01-29 18:01:07,692 - mmaction - INFO - Epoch [248][800/2147] lr: 6.093e-04, eta: 8:43:10, time: 1.762, data_time: 0.011, memory: 16628, top1_acc: 0.6679, top5_acc: 0.8415, loss_cls: 1.3862, loss: 1.3862, grad_norm: 6.8908 2021-01-29 18:01:37,507 - mmaction - INFO - Epoch [248][820/2147] lr: 6.093e-04, eta: 8:42:36, time: 1.491, data_time: 0.010, memory: 16628, top1_acc: 0.6973, top5_acc: 0.8683, loss_cls: 1.2437, loss: 1.2437, grad_norm: 6.5959 2021-01-29 18:02:10,084 - mmaction - INFO - Epoch [248][840/2147] lr: 6.093e-04, eta: 8:42:02, time: 1.620, data_time: 0.004, memory: 16628, top1_acc: 0.6844, top5_acc: 0.8540, loss_cls: 1.3069, loss: 1.3069, grad_norm: 6.5773 2021-01-29 18:02:39,162 - mmaction - INFO - Epoch [248][860/2147] lr: 6.093e-04, eta: 8:41:28, time: 1.465, data_time: 0.024, memory: 16628, top1_acc: 0.7089, top5_acc: 0.8759, loss_cls: 1.2072, loss: 1.2072, grad_norm: 6.4565 2021-01-29 18:03:14,624 - mmaction - INFO - Epoch [248][880/2147] lr: 6.093e-04, eta: 8:40:54, time: 1.769, data_time: 0.010, memory: 16628, top1_acc: 0.7063, top5_acc: 0.8710, loss_cls: 1.2112, loss: 1.2112, grad_norm: 6.5570 2021-01-29 18:03:43,255 - mmaction - INFO - Epoch [248][900/2147] lr: 6.093e-04, eta: 8:40:20, time: 1.430, data_time: 0.011, memory: 16628, top1_acc: 0.7009, top5_acc: 0.8616, loss_cls: 1.2422, loss: 1.2422, grad_norm: 6.6427 2021-01-29 18:04:15,913 - mmaction - INFO - Epoch [248][920/2147] lr: 6.093e-04, eta: 8:39:46, time: 1.639, data_time: 0.010, memory: 16628, top1_acc: 0.6960, top5_acc: 0.8652, loss_cls: 1.2577, loss: 1.2577, grad_norm: 6.5706 2021-01-29 18:05:00,302 - mmaction - INFO - Epoch [248][940/2147] lr: 6.093e-04, eta: 8:39:13, time: 2.202, data_time: 0.013, memory: 16628, top1_acc: 0.6973, top5_acc: 0.8692, loss_cls: 1.2299, loss: 1.2299, grad_norm: 6.5282 2021-01-29 18:05:28,730 - mmaction - INFO - Epoch [248][960/2147] lr: 6.093e-04, eta: 8:38:39, time: 1.437, data_time: 0.030, memory: 16628, top1_acc: 0.6982, top5_acc: 0.8625, loss_cls: 1.2542, loss: 1.2542, grad_norm: 6.6532 2021-01-29 18:05:57,602 - mmaction - INFO - Epoch [248][980/2147] lr: 6.093e-04, eta: 8:38:04, time: 1.440, data_time: 0.004, memory: 16628, top1_acc: 0.7022, top5_acc: 0.8656, loss_cls: 1.2443, loss: 1.2443, grad_norm: 6.5491 2021-01-29 18:06:27,961 - mmaction - INFO - Epoch [248][1000/2147] lr: 6.093e-04, eta: 8:37:30, time: 1.520, data_time: 0.007, memory: 16628, top1_acc: 0.7156, top5_acc: 0.8714, loss_cls: 1.2014, loss: 1.2014, grad_norm: 6.5263 2021-01-29 18:07:05,378 - mmaction - INFO - Epoch [248][1020/2147] lr: 6.093e-04, eta: 8:36:57, time: 1.873, data_time: 0.011, memory: 16628, top1_acc: 0.7018, top5_acc: 0.8679, loss_cls: 1.2194, loss: 1.2194, grad_norm: 6.5283 2021-01-29 18:07:37,191 - mmaction - INFO - Epoch [248][1040/2147] lr: 6.093e-04, eta: 8:36:23, time: 1.591, data_time: 0.011, memory: 16628, top1_acc: 0.7121, top5_acc: 0.8866, loss_cls: 1.1565, loss: 1.1565, grad_norm: 6.4853 2021-01-29 18:08:16,053 - mmaction - INFO - Epoch [248][1060/2147] lr: 6.093e-04, eta: 8:35:49, time: 1.940, data_time: 0.016, memory: 16628, top1_acc: 0.6978, top5_acc: 0.8558, loss_cls: 1.2659, loss: 1.2659, grad_norm: 6.6426 2021-01-29 18:08:47,902 - mmaction - INFO - Epoch [248][1080/2147] lr: 6.093e-04, eta: 8:35:15, time: 1.590, data_time: 0.017, memory: 16628, top1_acc: 0.7219, top5_acc: 0.8728, loss_cls: 1.1701, loss: 1.1701, grad_norm: 6.2523 2021-01-29 18:09:17,561 - mmaction - INFO - Epoch [248][1100/2147] lr: 6.093e-04, eta: 8:34:41, time: 1.488, data_time: 0.010, memory: 16628, top1_acc: 0.6871, top5_acc: 0.8616, loss_cls: 1.2920, loss: 1.2920, grad_norm: 6.7618 2021-01-29 18:09:53,185 - mmaction - INFO - Epoch [248][1120/2147] lr: 6.093e-04, eta: 8:34:07, time: 1.781, data_time: 0.005, memory: 16628, top1_acc: 0.7013, top5_acc: 0.8683, loss_cls: 1.2514, loss: 1.2514, grad_norm: 6.7480 2021-01-29 18:10:22,912 - mmaction - INFO - Epoch [248][1140/2147] lr: 6.093e-04, eta: 8:33:33, time: 1.487, data_time: 0.001, memory: 16628, top1_acc: 0.6960, top5_acc: 0.8603, loss_cls: 1.2638, loss: 1.2638, grad_norm: 6.4923 2021-01-29 18:10:52,440 - mmaction - INFO - Epoch [248][1160/2147] lr: 6.093e-04, eta: 8:32:59, time: 1.472, data_time: 0.002, memory: 16628, top1_acc: 0.7031, top5_acc: 0.8719, loss_cls: 1.2226, loss: 1.2226, grad_norm: 6.5933 2021-01-29 18:11:28,934 - mmaction - INFO - Epoch [248][1180/2147] lr: 6.093e-04, eta: 8:32:25, time: 1.829, data_time: 0.007, memory: 16628, top1_acc: 0.7071, top5_acc: 0.8719, loss_cls: 1.2029, loss: 1.2029, grad_norm: 6.5102 2021-01-29 18:12:06,845 - mmaction - INFO - Epoch [248][1200/2147] lr: 6.093e-04, eta: 8:31:51, time: 1.892, data_time: 0.004, memory: 16628, top1_acc: 0.7040, top5_acc: 0.8643, loss_cls: 1.2316, loss: 1.2316, grad_norm: 6.5421 2021-01-29 18:12:35,455 - mmaction - INFO - Epoch [248][1220/2147] lr: 6.093e-04, eta: 8:31:17, time: 1.431, data_time: 0.005, memory: 16628, top1_acc: 0.6884, top5_acc: 0.8683, loss_cls: 1.2582, loss: 1.2582, grad_norm: 6.7388 2021-01-29 18:13:10,564 - mmaction - INFO - Epoch [248][1240/2147] lr: 6.093e-04, eta: 8:30:44, time: 1.759, data_time: 0.006, memory: 16628, top1_acc: 0.6687, top5_acc: 0.8567, loss_cls: 1.3610, loss: 1.3610, grad_norm: 6.9862 2021-01-29 18:13:41,208 - mmaction - INFO - Epoch [248][1260/2147] lr: 6.093e-04, eta: 8:30:10, time: 1.532, data_time: 0.001, memory: 16628, top1_acc: 0.6875, top5_acc: 0.8567, loss_cls: 1.2675, loss: 1.2675, grad_norm: 6.5917 2021-01-29 18:14:13,130 - mmaction - INFO - Epoch [248][1280/2147] lr: 6.093e-04, eta: 8:29:36, time: 1.588, data_time: 0.013, memory: 16628, top1_acc: 0.6866, top5_acc: 0.8496, loss_cls: 1.3359, loss: 1.3359, grad_norm: 6.5643 2021-01-29 18:14:47,381 - mmaction - INFO - Epoch [248][1300/2147] lr: 6.093e-04, eta: 8:29:02, time: 1.720, data_time: 0.014, memory: 16628, top1_acc: 0.6897, top5_acc: 0.8607, loss_cls: 1.3199, loss: 1.3199, grad_norm: 6.6575 2021-01-29 18:15:23,580 - mmaction - INFO - Epoch [248][1320/2147] lr: 6.093e-04, eta: 8:28:28, time: 1.801, data_time: 0.008, memory: 16628, top1_acc: 0.6982, top5_acc: 0.8647, loss_cls: 1.2644, loss: 1.2644, grad_norm: 6.5578 2021-01-29 18:15:52,751 - mmaction - INFO - Epoch [248][1340/2147] lr: 6.093e-04, eta: 8:27:54, time: 1.468, data_time: 0.017, memory: 16628, top1_acc: 0.7027, top5_acc: 0.8696, loss_cls: 1.2127, loss: 1.2127, grad_norm: 6.4718 2021-01-29 18:18:06,460 - mmaction - INFO - Epoch [248][1360/2147] lr: 6.093e-04, eta: 8:27:23, time: 6.677, data_time: 0.004, memory: 16628, top1_acc: 0.6862, top5_acc: 0.8656, loss_cls: 1.2790, loss: 1.2790, grad_norm: 6.6262 2021-01-29 18:18:43,423 - mmaction - INFO - Epoch [248][1380/2147] lr: 6.093e-04, eta: 8:26:50, time: 1.850, data_time: 0.015, memory: 16628, top1_acc: 0.7036, top5_acc: 0.8719, loss_cls: 1.2217, loss: 1.2217, grad_norm: 6.4620 2021-01-29 18:19:15,091 - mmaction - INFO - Epoch [248][1400/2147] lr: 6.093e-04, eta: 8:26:16, time: 1.581, data_time: 0.016, memory: 16628, top1_acc: 0.6817, top5_acc: 0.8688, loss_cls: 1.2856, loss: 1.2856, grad_norm: 6.8700 2021-01-29 18:19:46,392 - mmaction - INFO - Epoch [248][1420/2147] lr: 6.093e-04, eta: 8:25:42, time: 1.568, data_time: 0.014, memory: 16628, top1_acc: 0.7004, top5_acc: 0.8638, loss_cls: 1.2597, loss: 1.2597, grad_norm: 6.6704 2021-01-29 18:20:18,425 - mmaction - INFO - Epoch [248][1440/2147] lr: 6.093e-04, eta: 8:25:08, time: 1.600, data_time: 0.014, memory: 16628, top1_acc: 0.6853, top5_acc: 0.8580, loss_cls: 1.2990, loss: 1.2990, grad_norm: 6.6019 2021-01-29 18:20:49,523 - mmaction - INFO - Epoch [248][1460/2147] lr: 6.093e-04, eta: 8:24:34, time: 1.559, data_time: 0.009, memory: 16628, top1_acc: 0.6871, top5_acc: 0.8634, loss_cls: 1.2611, loss: 1.2611, grad_norm: 6.8052 2021-01-29 18:21:18,296 - mmaction - INFO - Epoch [248][1480/2147] lr: 6.093e-04, eta: 8:24:00, time: 1.441, data_time: 0.007, memory: 16628, top1_acc: 0.6982, top5_acc: 0.8696, loss_cls: 1.2529, loss: 1.2529, grad_norm: 6.6438 2021-01-29 18:21:48,517 - mmaction - INFO - Epoch [248][1500/2147] lr: 6.093e-04, eta: 8:23:26, time: 1.511, data_time: 0.001, memory: 16628, top1_acc: 0.6768, top5_acc: 0.8594, loss_cls: 1.3225, loss: 1.3225, grad_norm: 6.7898 2021-01-29 18:22:18,304 - mmaction - INFO - Epoch [248][1520/2147] lr: 6.093e-04, eta: 8:22:52, time: 1.489, data_time: 0.011, memory: 16628, top1_acc: 0.7156, top5_acc: 0.8790, loss_cls: 1.1930, loss: 1.1930, grad_norm: 6.4949 2021-01-29 18:22:48,267 - mmaction - INFO - Epoch [248][1540/2147] lr: 6.093e-04, eta: 8:22:18, time: 1.494, data_time: 0.011, memory: 16628, top1_acc: 0.6964, top5_acc: 0.8714, loss_cls: 1.2400, loss: 1.2400, grad_norm: 6.5617 2021-01-29 18:23:29,931 - mmaction - INFO - Epoch [248][1560/2147] lr: 6.093e-04, eta: 8:21:44, time: 2.079, data_time: 0.012, memory: 16628, top1_acc: 0.6915, top5_acc: 0.8607, loss_cls: 1.3016, loss: 1.3016, grad_norm: 6.6376 2021-01-29 18:23:59,029 - mmaction - INFO - Epoch [248][1580/2147] lr: 6.093e-04, eta: 8:21:10, time: 1.462, data_time: 0.011, memory: 16628, top1_acc: 0.7040, top5_acc: 0.8741, loss_cls: 1.2181, loss: 1.2181, grad_norm: 6.5175 2021-01-29 18:24:29,017 - mmaction - INFO - Epoch [248][1600/2147] lr: 6.093e-04, eta: 8:20:36, time: 1.501, data_time: 0.015, memory: 16628, top1_acc: 0.7147, top5_acc: 0.8732, loss_cls: 1.1953, loss: 1.1953, grad_norm: 6.4054 2021-01-29 18:25:00,910 - mmaction - INFO - Epoch [248][1620/2147] lr: 6.093e-04, eta: 8:20:02, time: 1.589, data_time: 0.009, memory: 16628, top1_acc: 0.6888, top5_acc: 0.8705, loss_cls: 1.2663, loss: 1.2663, grad_norm: 6.8208 2021-01-29 18:25:30,601 - mmaction - INFO - Epoch [248][1640/2147] lr: 6.093e-04, eta: 8:19:28, time: 1.491, data_time: 0.015, memory: 16628, top1_acc: 0.6884, top5_acc: 0.8723, loss_cls: 1.2846, loss: 1.2846, grad_norm: 6.7915 2021-01-29 18:25:59,258 - mmaction - INFO - Epoch [248][1660/2147] lr: 6.093e-04, eta: 8:18:54, time: 1.432, data_time: 0.005, memory: 16628, top1_acc: 0.6973, top5_acc: 0.8554, loss_cls: 1.2947, loss: 1.2947, grad_norm: 6.7001 2021-01-29 18:26:28,386 - mmaction - INFO - Epoch [248][1680/2147] lr: 6.093e-04, eta: 8:18:20, time: 1.457, data_time: 0.004, memory: 16628, top1_acc: 0.6857, top5_acc: 0.8554, loss_cls: 1.3103, loss: 1.3103, grad_norm: 6.9382 2021-01-29 18:27:08,153 - mmaction - INFO - Epoch [248][1700/2147] lr: 6.093e-04, eta: 8:17:46, time: 1.982, data_time: 0.005, memory: 16628, top1_acc: 0.6933, top5_acc: 0.8687, loss_cls: 1.2817, loss: 1.2817, grad_norm: 6.6287 2021-01-29 18:27:44,828 - mmaction - INFO - Epoch [248][1720/2147] lr: 6.093e-04, eta: 8:17:12, time: 1.831, data_time: 0.010, memory: 16628, top1_acc: 0.6808, top5_acc: 0.8487, loss_cls: 1.3261, loss: 1.3261, grad_norm: 6.6443 2021-01-29 18:28:14,451 - mmaction - INFO - Epoch [248][1740/2147] lr: 6.093e-04, eta: 8:16:38, time: 1.486, data_time: 0.015, memory: 16628, top1_acc: 0.6924, top5_acc: 0.8558, loss_cls: 1.3004, loss: 1.3004, grad_norm: 6.6243 2021-01-29 18:28:51,149 - mmaction - INFO - Epoch [248][1760/2147] lr: 6.093e-04, eta: 8:16:04, time: 1.830, data_time: 0.017, memory: 16628, top1_acc: 0.6955, top5_acc: 0.8612, loss_cls: 1.2557, loss: 1.2557, grad_norm: 6.6343 2021-01-29 18:29:19,720 - mmaction - INFO - Epoch [248][1780/2147] lr: 6.093e-04, eta: 8:15:30, time: 1.437, data_time: 0.020, memory: 16628, top1_acc: 0.7179, top5_acc: 0.8710, loss_cls: 1.2006, loss: 1.2006, grad_norm: 6.5071 2021-01-29 18:29:53,450 - mmaction - INFO - Epoch [248][1800/2147] lr: 6.093e-04, eta: 8:14:56, time: 1.684, data_time: 0.005, memory: 16628, top1_acc: 0.6906, top5_acc: 0.8580, loss_cls: 1.2888, loss: 1.2888, grad_norm: 6.5673 2021-01-29 18:30:28,705 - mmaction - INFO - Epoch [248][1820/2147] lr: 6.093e-04, eta: 8:14:23, time: 1.760, data_time: 0.005, memory: 16628, top1_acc: 0.6933, top5_acc: 0.8661, loss_cls: 1.2764, loss: 1.2764, grad_norm: 6.7458 2021-01-29 18:30:58,689 - mmaction - INFO - Epoch [248][1840/2147] lr: 6.093e-04, eta: 8:13:48, time: 1.506, data_time: 0.019, memory: 16628, top1_acc: 0.7013, top5_acc: 0.8746, loss_cls: 1.2219, loss: 1.2219, grad_norm: 6.5913 2021-01-29 18:31:46,356 - mmaction - INFO - Epoch [248][1860/2147] lr: 6.093e-04, eta: 8:13:15, time: 2.363, data_time: 0.001, memory: 16628, top1_acc: 0.7049, top5_acc: 0.8714, loss_cls: 1.2242, loss: 1.2242, grad_norm: 6.6784 2021-01-29 18:32:24,600 - mmaction - INFO - Epoch [248][1880/2147] lr: 6.093e-04, eta: 8:12:41, time: 1.925, data_time: 0.070, memory: 16628, top1_acc: 0.7103, top5_acc: 0.8826, loss_cls: 1.2049, loss: 1.2049, grad_norm: 6.5782 2021-01-29 18:32:53,844 - mmaction - INFO - Epoch [248][1900/2147] lr: 6.093e-04, eta: 8:12:07, time: 1.470, data_time: 0.010, memory: 16628, top1_acc: 0.7076, top5_acc: 0.8679, loss_cls: 1.2223, loss: 1.2223, grad_norm: 6.4494 2021-01-29 18:33:24,561 - mmaction - INFO - Epoch [248][1920/2147] lr: 6.093e-04, eta: 8:11:33, time: 1.533, data_time: 0.031, memory: 16628, top1_acc: 0.6830, top5_acc: 0.8580, loss_cls: 1.2960, loss: 1.2960, grad_norm: 6.7586 2021-01-29 18:33:55,910 - mmaction - INFO - Epoch [248][1940/2147] lr: 6.093e-04, eta: 8:10:59, time: 1.570, data_time: 0.007, memory: 16628, top1_acc: 0.7004, top5_acc: 0.8746, loss_cls: 1.2195, loss: 1.2195, grad_norm: 6.5182 2021-01-29 18:34:24,684 - mmaction - INFO - Epoch [248][1960/2147] lr: 6.093e-04, eta: 8:10:25, time: 1.435, data_time: 0.003, memory: 16628, top1_acc: 0.6911, top5_acc: 0.8728, loss_cls: 1.2368, loss: 1.2368, grad_norm: 6.6762 2021-01-29 18:34:57,686 - mmaction - INFO - Epoch [248][1980/2147] lr: 6.093e-04, eta: 8:09:51, time: 1.650, data_time: 0.007, memory: 16628, top1_acc: 0.7027, top5_acc: 0.8750, loss_cls: 1.2347, loss: 1.2347, grad_norm: 6.5382 2021-01-29 18:35:27,321 - mmaction - INFO - Epoch [248][2000/2147] lr: 6.093e-04, eta: 8:09:17, time: 1.484, data_time: 0.012, memory: 16628, top1_acc: 0.6929, top5_acc: 0.8683, loss_cls: 1.2649, loss: 1.2649, grad_norm: 6.7539 2021-01-29 18:35:58,810 - mmaction - INFO - Epoch [248][2020/2147] lr: 6.093e-04, eta: 8:08:43, time: 1.574, data_time: 0.003, memory: 16628, top1_acc: 0.7022, top5_acc: 0.8692, loss_cls: 1.2576, loss: 1.2576, grad_norm: 6.6218 2021-01-29 18:36:28,253 - mmaction - INFO - Epoch [248][2040/2147] lr: 6.093e-04, eta: 8:08:09, time: 1.474, data_time: 0.008, memory: 16628, top1_acc: 0.6830, top5_acc: 0.8567, loss_cls: 1.2975, loss: 1.2975, grad_norm: 6.6697 2021-01-29 18:37:08,894 - mmaction - INFO - Epoch [248][2060/2147] lr: 6.093e-04, eta: 8:07:36, time: 2.028, data_time: 0.005, memory: 16628, top1_acc: 0.7085, top5_acc: 0.8674, loss_cls: 1.2450, loss: 1.2450, grad_norm: 6.5295 2021-01-29 18:37:38,413 - mmaction - INFO - Epoch [248][2080/2147] lr: 6.093e-04, eta: 8:07:02, time: 1.479, data_time: 0.012, memory: 16628, top1_acc: 0.6920, top5_acc: 0.8585, loss_cls: 1.3047, loss: 1.3047, grad_norm: 6.7739 2021-01-29 18:38:18,981 - mmaction - INFO - Epoch [248][2100/2147] lr: 6.093e-04, eta: 8:06:28, time: 2.024, data_time: 0.004, memory: 16628, top1_acc: 0.7098, top5_acc: 0.8723, loss_cls: 1.1980, loss: 1.1980, grad_norm: 6.4757 2021-01-29 18:38:47,974 - mmaction - INFO - Epoch [248][2120/2147] lr: 6.093e-04, eta: 8:05:54, time: 1.455, data_time: 0.009, memory: 16628, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.1934, loss: 1.1934, grad_norm: 6.5792 2021-01-29 18:39:18,153 - mmaction - INFO - Epoch [248][2140/2147] lr: 6.093e-04, eta: 8:05:20, time: 1.509, data_time: 0.010, memory: 16628, top1_acc: 0.7094, top5_acc: 0.8692, loss_cls: 1.2265, loss: 1.2265, grad_norm: 6.5478 2021-01-29 18:39:51,536 - mmaction - INFO - Saving checkpoint at 248 epochs 2021-01-29 18:46:09,884 - mmaction - INFO - Epoch [249][20/2147] lr: 4.815e-04, eta: 8:04:45, time: 18.734, data_time: 16.844, memory: 16628, top1_acc: 0.6786, top5_acc: 0.8652, loss_cls: 1.3058, loss: 1.3058, grad_norm: 6.7787 2021-01-29 18:46:44,045 - mmaction - INFO - Epoch [249][40/2147] lr: 4.815e-04, eta: 8:04:11, time: 1.539, data_time: 0.011, memory: 16628, top1_acc: 0.7045, top5_acc: 0.8679, loss_cls: 1.2667, loss: 1.2667, grad_norm: 6.6585 2021-01-29 18:47:17,737 - mmaction - INFO - Epoch [249][60/2147] lr: 4.815e-04, eta: 8:03:37, time: 1.855, data_time: 0.177, memory: 16628, top1_acc: 0.6969, top5_acc: 0.8754, loss_cls: 1.2372, loss: 1.2372, grad_norm: 6.7249 2021-01-29 18:47:50,105 - mmaction - INFO - Epoch [249][80/2147] lr: 4.815e-04, eta: 8:03:03, time: 1.618, data_time: 0.005, memory: 16628, top1_acc: 0.7031, top5_acc: 0.8808, loss_cls: 1.2205, loss: 1.2205, grad_norm: 6.5539 2021-01-29 18:48:24,462 - mmaction - INFO - Epoch [249][100/2147] lr: 4.815e-04, eta: 8:02:29, time: 1.718, data_time: 0.007, memory: 16628, top1_acc: 0.6902, top5_acc: 0.8607, loss_cls: 1.2632, loss: 1.2632, grad_norm: 6.6968 2021-01-29 18:48:54,403 - mmaction - INFO - Epoch [249][120/2147] lr: 4.815e-04, eta: 8:01:55, time: 1.496, data_time: 0.003, memory: 16628, top1_acc: 0.7080, top5_acc: 0.8661, loss_cls: 1.2310, loss: 1.2310, grad_norm: 6.5607 2021-01-29 18:49:25,494 - mmaction - INFO - Epoch [249][140/2147] lr: 4.815e-04, eta: 8:01:21, time: 1.555, data_time: 0.006, memory: 16628, top1_acc: 0.7013, top5_acc: 0.8705, loss_cls: 1.2106, loss: 1.2106, grad_norm: 6.5488 2021-01-29 18:49:56,730 - mmaction - INFO - Epoch [249][160/2147] lr: 4.815e-04, eta: 8:00:47, time: 1.563, data_time: 0.007, memory: 16628, top1_acc: 0.6897, top5_acc: 0.8625, loss_cls: 1.2993, loss: 1.2993, grad_norm: 6.8023 2021-01-29 18:50:29,496 - mmaction - INFO - Epoch [249][180/2147] lr: 4.815e-04, eta: 8:00:13, time: 1.637, data_time: 0.005, memory: 16628, top1_acc: 0.7071, top5_acc: 0.8808, loss_cls: 1.1822, loss: 1.1822, grad_norm: 6.6787 2021-01-29 18:50:59,356 - mmaction - INFO - Epoch [249][200/2147] lr: 4.815e-04, eta: 7:59:39, time: 1.495, data_time: 0.006, memory: 16628, top1_acc: 0.7121, top5_acc: 0.8696, loss_cls: 1.2295, loss: 1.2295, grad_norm: 6.4768 2021-01-29 18:51:36,550 - mmaction - INFO - Epoch [249][220/2147] lr: 4.815e-04, eta: 7:59:05, time: 1.854, data_time: 0.002, memory: 16628, top1_acc: 0.7022, top5_acc: 0.8696, loss_cls: 1.2032, loss: 1.2032, grad_norm: 6.6494 2021-01-29 18:52:06,206 - mmaction - INFO - Epoch [249][240/2147] lr: 4.815e-04, eta: 7:58:31, time: 1.488, data_time: 0.047, memory: 16628, top1_acc: 0.6964, top5_acc: 0.8643, loss_cls: 1.2536, loss: 1.2536, grad_norm: 6.7083 2021-01-29 18:52:38,054 - mmaction - INFO - Epoch [249][260/2147] lr: 4.815e-04, eta: 7:57:57, time: 1.594, data_time: 0.005, memory: 16628, top1_acc: 0.7054, top5_acc: 0.8790, loss_cls: 1.2030, loss: 1.2030, grad_norm: 6.6207 2021-01-29 18:53:20,530 - mmaction - INFO - Epoch [249][280/2147] lr: 4.815e-04, eta: 7:57:24, time: 2.120, data_time: 0.004, memory: 16628, top1_acc: 0.7045, top5_acc: 0.8656, loss_cls: 1.2093, loss: 1.2093, grad_norm: 6.4921 2021-01-29 18:53:52,172 - mmaction - INFO - Epoch [249][300/2147] lr: 4.815e-04, eta: 7:56:50, time: 1.578, data_time: 0.015, memory: 16628, top1_acc: 0.7049, top5_acc: 0.8696, loss_cls: 1.2346, loss: 1.2346, grad_norm: 6.6927 2021-01-29 18:54:21,539 - mmaction - INFO - Epoch [249][320/2147] lr: 4.815e-04, eta: 7:56:15, time: 1.474, data_time: 0.014, memory: 16628, top1_acc: 0.7138, top5_acc: 0.8786, loss_cls: 1.1895, loss: 1.1895, grad_norm: 6.6443 2021-01-29 18:54:54,644 - mmaction - INFO - Epoch [249][340/2147] lr: 4.815e-04, eta: 7:55:42, time: 1.657, data_time: 0.010, memory: 16628, top1_acc: 0.6920, top5_acc: 0.8732, loss_cls: 1.2531, loss: 1.2531, grad_norm: 6.8017 2021-01-29 18:55:31,415 - mmaction - INFO - Epoch [249][360/2147] lr: 4.815e-04, eta: 7:55:08, time: 1.808, data_time: 0.005, memory: 16628, top1_acc: 0.6991, top5_acc: 0.8634, loss_cls: 1.2669, loss: 1.2669, grad_norm: 6.8556 2021-01-29 18:56:00,821 - mmaction - INFO - Epoch [249][380/2147] lr: 4.815e-04, eta: 7:54:34, time: 1.502, data_time: 0.043, memory: 16628, top1_acc: 0.7094, top5_acc: 0.8679, loss_cls: 1.2322, loss: 1.2322, grad_norm: 6.7766 2021-01-29 18:56:29,561 - mmaction - INFO - Epoch [249][400/2147] lr: 4.815e-04, eta: 7:54:00, time: 1.434, data_time: 0.003, memory: 16628, top1_acc: 0.6821, top5_acc: 0.8554, loss_cls: 1.2812, loss: 1.2812, grad_norm: 6.6356 2021-01-29 18:57:07,938 - mmaction - INFO - Epoch [249][420/2147] lr: 4.815e-04, eta: 7:53:26, time: 1.916, data_time: 0.007, memory: 16628, top1_acc: 0.7196, top5_acc: 0.8692, loss_cls: 1.1874, loss: 1.1874, grad_norm: 6.5274 2021-01-29 18:57:36,910 - mmaction - INFO - Epoch [249][440/2147] lr: 4.815e-04, eta: 7:52:52, time: 1.453, data_time: 0.011, memory: 16628, top1_acc: 0.7107, top5_acc: 0.8754, loss_cls: 1.1938, loss: 1.1938, grad_norm: 6.4847 2021-01-29 18:58:15,574 - mmaction - INFO - Epoch [249][460/2147] lr: 4.815e-04, eta: 7:52:18, time: 1.934, data_time: 0.016, memory: 16628, top1_acc: 0.6969, top5_acc: 0.8634, loss_cls: 1.2731, loss: 1.2731, grad_norm: 6.6774 2021-01-29 18:58:46,269 - mmaction - INFO - Epoch [249][480/2147] lr: 4.815e-04, eta: 7:51:44, time: 1.530, data_time: 0.004, memory: 16628, top1_acc: 0.7018, top5_acc: 0.8737, loss_cls: 1.2458, loss: 1.2458, grad_norm: 6.7099 2021-01-29 18:59:15,374 - mmaction - INFO - Epoch [249][500/2147] lr: 4.815e-04, eta: 7:51:10, time: 1.459, data_time: 0.009, memory: 16628, top1_acc: 0.7071, top5_acc: 0.8647, loss_cls: 1.2516, loss: 1.2516, grad_norm: 6.6744 2021-01-29 18:59:44,395 - mmaction - INFO - Epoch [249][520/2147] lr: 4.815e-04, eta: 7:50:36, time: 1.452, data_time: 0.005, memory: 16628, top1_acc: 0.7022, top5_acc: 0.8661, loss_cls: 1.2373, loss: 1.2373, grad_norm: 6.7405 2021-01-29 19:00:15,368 - mmaction - INFO - Epoch [249][540/2147] lr: 4.815e-04, eta: 7:50:02, time: 1.548, data_time: 0.003, memory: 16628, top1_acc: 0.6942, top5_acc: 0.8625, loss_cls: 1.2496, loss: 1.2496, grad_norm: 6.6785 2021-01-29 19:00:50,459 - mmaction - INFO - Epoch [249][560/2147] lr: 4.815e-04, eta: 7:49:28, time: 1.755, data_time: 0.009, memory: 16628, top1_acc: 0.6942, top5_acc: 0.8589, loss_cls: 1.2729, loss: 1.2729, grad_norm: 6.6229 2021-01-29 19:01:19,796 - mmaction - INFO - Epoch [249][580/2147] lr: 4.815e-04, eta: 7:48:54, time: 1.460, data_time: 0.009, memory: 16628, top1_acc: 0.6951, top5_acc: 0.8696, loss_cls: 1.2660, loss: 1.2660, grad_norm: 6.6980 2021-01-29 19:01:55,838 - mmaction - INFO - Epoch [249][600/2147] lr: 4.815e-04, eta: 7:48:20, time: 1.810, data_time: 0.017, memory: 16628, top1_acc: 0.6969, top5_acc: 0.8652, loss_cls: 1.2583, loss: 1.2583, grad_norm: 6.5781 2021-01-29 19:02:28,096 - mmaction - INFO - Epoch [249][620/2147] lr: 4.815e-04, eta: 7:47:46, time: 1.608, data_time: 0.002, memory: 16628, top1_acc: 0.7027, top5_acc: 0.8737, loss_cls: 1.2375, loss: 1.2375, grad_norm: 6.7611 2021-01-29 19:02:57,428 - mmaction - INFO - Epoch [249][640/2147] lr: 4.815e-04, eta: 7:47:12, time: 1.469, data_time: 0.008, memory: 16628, top1_acc: 0.6754, top5_acc: 0.8522, loss_cls: 1.3387, loss: 1.3387, grad_norm: 6.9795 2021-01-29 19:03:26,170 - mmaction - INFO - Epoch [249][660/2147] lr: 4.815e-04, eta: 7:46:38, time: 1.440, data_time: 0.010, memory: 16628, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.2772, loss: 1.2772, grad_norm: 6.5574 2021-01-29 19:03:57,488 - mmaction - INFO - Epoch [249][680/2147] lr: 4.815e-04, eta: 7:46:04, time: 1.564, data_time: 0.004, memory: 16628, top1_acc: 0.6996, top5_acc: 0.8603, loss_cls: 1.2609, loss: 1.2609, grad_norm: 6.6532 2021-01-29 19:04:27,079 - mmaction - INFO - Epoch [249][700/2147] lr: 4.815e-04, eta: 7:45:30, time: 1.479, data_time: 0.015, memory: 16628, top1_acc: 0.7179, top5_acc: 0.8777, loss_cls: 1.1615, loss: 1.1615, grad_norm: 6.5144 2021-01-29 19:04:56,511 - mmaction - INFO - Epoch [249][720/2147] lr: 4.815e-04, eta: 7:44:56, time: 1.472, data_time: 0.007, memory: 16628, top1_acc: 0.7067, top5_acc: 0.8647, loss_cls: 1.2652, loss: 1.2652, grad_norm: 6.5259 2021-01-29 19:05:25,905 - mmaction - INFO - Epoch [249][740/2147] lr: 4.815e-04, eta: 7:44:22, time: 1.472, data_time: 0.009, memory: 16628, top1_acc: 0.7000, top5_acc: 0.8692, loss_cls: 1.2247, loss: 1.2247, grad_norm: 6.7374 2021-01-29 19:05:54,724 - mmaction - INFO - Epoch [249][760/2147] lr: 4.815e-04, eta: 7:43:48, time: 1.440, data_time: 0.005, memory: 16628, top1_acc: 0.6871, top5_acc: 0.8625, loss_cls: 1.3255, loss: 1.3255, grad_norm: 6.9000 2021-01-29 19:06:24,763 - mmaction - INFO - Epoch [249][780/2147] lr: 4.815e-04, eta: 7:43:14, time: 1.501, data_time: 0.003, memory: 16628, top1_acc: 0.6969, top5_acc: 0.8571, loss_cls: 1.2949, loss: 1.2949, grad_norm: 6.8395 2021-01-29 19:07:03,096 - mmaction - INFO - Epoch [249][800/2147] lr: 4.815e-04, eta: 7:42:40, time: 1.918, data_time: 0.009, memory: 16628, top1_acc: 0.6978, top5_acc: 0.8629, loss_cls: 1.2605, loss: 1.2605, grad_norm: 6.6312 2021-01-29 19:07:34,786 - mmaction - INFO - Epoch [249][820/2147] lr: 4.815e-04, eta: 7:42:06, time: 1.582, data_time: 0.005, memory: 16628, top1_acc: 0.7138, top5_acc: 0.8795, loss_cls: 1.1641, loss: 1.1641, grad_norm: 6.4742 2021-01-29 19:08:03,872 - mmaction - INFO - Epoch [249][840/2147] lr: 4.815e-04, eta: 7:41:32, time: 1.457, data_time: 0.009, memory: 16628, top1_acc: 0.6937, top5_acc: 0.8607, loss_cls: 1.2584, loss: 1.2584, grad_norm: 6.6574 2021-01-29 19:08:36,601 - mmaction - INFO - Epoch [249][860/2147] lr: 4.815e-04, eta: 7:40:58, time: 1.636, data_time: 0.004, memory: 16628, top1_acc: 0.7049, top5_acc: 0.8683, loss_cls: 1.2349, loss: 1.2349, grad_norm: 6.5863 2021-01-29 19:09:05,806 - mmaction - INFO - Epoch [249][880/2147] lr: 4.815e-04, eta: 7:40:24, time: 1.460, data_time: 0.007, memory: 16628, top1_acc: 0.7080, top5_acc: 0.8759, loss_cls: 1.1973, loss: 1.1973, grad_norm: 6.5571 2021-01-29 19:09:35,121 - mmaction - INFO - Epoch [249][900/2147] lr: 4.815e-04, eta: 7:39:50, time: 1.465, data_time: 0.004, memory: 16628, top1_acc: 0.6991, top5_acc: 0.8625, loss_cls: 1.2656, loss: 1.2656, grad_norm: 6.7571 2021-01-29 19:10:04,684 - mmaction - INFO - Epoch [249][920/2147] lr: 4.815e-04, eta: 7:39:16, time: 1.477, data_time: 0.004, memory: 16628, top1_acc: 0.7112, top5_acc: 0.8634, loss_cls: 1.2428, loss: 1.2428, grad_norm: 6.5235 2021-01-29 19:10:38,314 - mmaction - INFO - Epoch [249][940/2147] lr: 4.815e-04, eta: 7:38:42, time: 1.680, data_time: 0.005, memory: 16628, top1_acc: 0.7076, top5_acc: 0.8638, loss_cls: 1.2522, loss: 1.2522, grad_norm: 6.7504 2021-01-29 19:11:06,891 - mmaction - INFO - Epoch [249][960/2147] lr: 4.815e-04, eta: 7:38:08, time: 1.430, data_time: 0.005, memory: 16628, top1_acc: 0.6973, top5_acc: 0.8647, loss_cls: 1.2781, loss: 1.2781, grad_norm: 6.6797 2021-01-29 19:11:43,583 - mmaction - INFO - Epoch [249][980/2147] lr: 4.815e-04, eta: 7:37:34, time: 1.701, data_time: 0.099, memory: 16628, top1_acc: 0.6960, top5_acc: 0.8701, loss_cls: 1.2265, loss: 1.2265, grad_norm: 6.7343 2021-01-29 19:12:18,711 - mmaction - INFO - Epoch [249][1000/2147] lr: 4.815e-04, eta: 7:37:00, time: 1.892, data_time: 0.143, memory: 16628, top1_acc: 0.6911, top5_acc: 0.8598, loss_cls: 1.3033, loss: 1.3033, grad_norm: 6.8567 2021-01-29 19:12:49,233 - mmaction - INFO - Epoch [249][1020/2147] lr: 4.815e-04, eta: 7:36:26, time: 1.524, data_time: 0.003, memory: 16628, top1_acc: 0.6960, top5_acc: 0.8616, loss_cls: 1.2874, loss: 1.2874, grad_norm: 6.6225 2021-01-29 19:13:20,870 - mmaction - INFO - Epoch [249][1040/2147] lr: 4.815e-04, eta: 7:35:52, time: 1.583, data_time: 0.006, memory: 16628, top1_acc: 0.7031, top5_acc: 0.8629, loss_cls: 1.2783, loss: 1.2783, grad_norm: 6.7778 2021-01-29 19:13:52,839 - mmaction - INFO - Epoch [249][1060/2147] lr: 4.815e-04, eta: 7:35:18, time: 1.592, data_time: 0.004, memory: 16628, top1_acc: 0.7045, top5_acc: 0.8781, loss_cls: 1.2071, loss: 1.2071, grad_norm: 6.6559 2021-01-29 19:14:29,951 - mmaction - INFO - Epoch [249][1080/2147] lr: 4.815e-04, eta: 7:34:45, time: 1.861, data_time: 0.009, memory: 16628, top1_acc: 0.6906, top5_acc: 0.8621, loss_cls: 1.2748, loss: 1.2748, grad_norm: 6.8666 2021-01-29 19:15:00,944 - mmaction - INFO - Epoch [249][1100/2147] lr: 4.815e-04, eta: 7:34:11, time: 1.545, data_time: 0.006, memory: 16628, top1_acc: 0.7040, top5_acc: 0.8714, loss_cls: 1.2498, loss: 1.2498, grad_norm: 6.6172 2021-01-29 19:15:29,910 - mmaction - INFO - Epoch [249][1120/2147] lr: 4.815e-04, eta: 7:33:37, time: 1.455, data_time: 0.011, memory: 16628, top1_acc: 0.6996, top5_acc: 0.8598, loss_cls: 1.2640, loss: 1.2640, grad_norm: 6.5947 2021-01-29 19:16:02,288 - mmaction - INFO - Epoch [249][1140/2147] lr: 4.815e-04, eta: 7:33:03, time: 1.618, data_time: 0.009, memory: 16628, top1_acc: 0.7214, top5_acc: 0.8826, loss_cls: 1.1427, loss: 1.1427, grad_norm: 6.4824 2021-01-29 19:16:30,946 - mmaction - INFO - Epoch [249][1160/2147] lr: 4.815e-04, eta: 7:32:29, time: 1.433, data_time: 0.002, memory: 16628, top1_acc: 0.6973, top5_acc: 0.8500, loss_cls: 1.2970, loss: 1.2970, grad_norm: 6.7664 2021-01-29 19:17:02,982 - mmaction - INFO - Epoch [249][1180/2147] lr: 4.815e-04, eta: 7:31:55, time: 1.603, data_time: 0.060, memory: 16628, top1_acc: 0.7004, top5_acc: 0.8692, loss_cls: 1.2609, loss: 1.2609, grad_norm: 6.6824 2021-01-29 19:17:34,693 - mmaction - INFO - Epoch [249][1200/2147] lr: 4.815e-04, eta: 7:31:21, time: 1.578, data_time: 0.004, memory: 16628, top1_acc: 0.7018, top5_acc: 0.8629, loss_cls: 1.2563, loss: 1.2563, grad_norm: 6.5719 2021-01-29 19:18:03,421 - mmaction - INFO - Epoch [249][1220/2147] lr: 4.815e-04, eta: 7:30:47, time: 1.443, data_time: 0.024, memory: 16628, top1_acc: 0.7009, top5_acc: 0.8647, loss_cls: 1.2326, loss: 1.2326, grad_norm: 6.5684 2021-01-29 19:18:33,164 - mmaction - INFO - Epoch [249][1240/2147] lr: 4.815e-04, eta: 7:30:13, time: 1.486, data_time: 0.007, memory: 16628, top1_acc: 0.7085, top5_acc: 0.8710, loss_cls: 1.2299, loss: 1.2299, grad_norm: 6.8244 2021-01-29 19:19:09,622 - mmaction - INFO - Epoch [249][1260/2147] lr: 4.815e-04, eta: 7:29:39, time: 1.822, data_time: 0.009, memory: 16628, top1_acc: 0.7076, top5_acc: 0.8786, loss_cls: 1.1951, loss: 1.1951, grad_norm: 6.6296 2021-01-29 19:19:39,854 - mmaction - INFO - Epoch [249][1280/2147] lr: 4.815e-04, eta: 7:29:05, time: 1.514, data_time: 0.006, memory: 16628, top1_acc: 0.7143, top5_acc: 0.8714, loss_cls: 1.2000, loss: 1.2000, grad_norm: 6.5066 2021-01-29 19:20:13,252 - mmaction - INFO - Epoch [249][1300/2147] lr: 4.815e-04, eta: 7:28:31, time: 1.666, data_time: 0.008, memory: 16628, top1_acc: 0.7004, top5_acc: 0.8679, loss_cls: 1.2129, loss: 1.2129, grad_norm: 6.6730 2021-01-29 19:20:43,279 - mmaction - INFO - Epoch [249][1320/2147] lr: 4.815e-04, eta: 7:27:57, time: 1.505, data_time: 0.014, memory: 16628, top1_acc: 0.7054, top5_acc: 0.8598, loss_cls: 1.2402, loss: 1.2402, grad_norm: 6.5832 2021-01-29 19:21:17,412 - mmaction - INFO - Epoch [249][1340/2147] lr: 4.815e-04, eta: 7:27:23, time: 1.708, data_time: 0.005, memory: 16628, top1_acc: 0.6996, top5_acc: 0.8705, loss_cls: 1.2022, loss: 1.2022, grad_norm: 6.5980 2021-01-29 19:21:55,060 - mmaction - INFO - Epoch [249][1360/2147] lr: 4.815e-04, eta: 7:26:49, time: 1.878, data_time: 0.100, memory: 16628, top1_acc: 0.7031, top5_acc: 0.8737, loss_cls: 1.2151, loss: 1.2151, grad_norm: 6.5875 2021-01-29 19:22:27,845 - mmaction - INFO - Epoch [249][1380/2147] lr: 4.815e-04, eta: 7:26:15, time: 1.638, data_time: 0.013, memory: 16628, top1_acc: 0.6951, top5_acc: 0.8679, loss_cls: 1.2471, loss: 1.2471, grad_norm: 6.7270 2021-01-29 19:23:03,461 - mmaction - INFO - Epoch [249][1400/2147] lr: 4.815e-04, eta: 7:25:41, time: 1.786, data_time: 0.007, memory: 16628, top1_acc: 0.7045, top5_acc: 0.8629, loss_cls: 1.2533, loss: 1.2533, grad_norm: 6.7608 2021-01-29 19:23:34,910 - mmaction - INFO - Epoch [249][1420/2147] lr: 4.815e-04, eta: 7:25:07, time: 1.573, data_time: 0.002, memory: 16628, top1_acc: 0.7116, top5_acc: 0.8696, loss_cls: 1.2354, loss: 1.2354, grad_norm: 6.6462 2021-01-29 19:24:04,320 - mmaction - INFO - Epoch [249][1440/2147] lr: 4.815e-04, eta: 7:24:33, time: 1.461, data_time: 0.002, memory: 16628, top1_acc: 0.7125, top5_acc: 0.8799, loss_cls: 1.1779, loss: 1.1779, grad_norm: 6.5481 2021-01-29 19:24:33,311 - mmaction - INFO - Epoch [249][1460/2147] lr: 4.815e-04, eta: 7:23:59, time: 1.456, data_time: 0.013, memory: 16628, top1_acc: 0.6897, top5_acc: 0.8638, loss_cls: 1.2780, loss: 1.2780, grad_norm: 6.8237 2021-01-29 19:25:09,438 - mmaction - INFO - Epoch [249][1480/2147] lr: 4.815e-04, eta: 7:23:25, time: 1.805, data_time: 0.006, memory: 16628, top1_acc: 0.7031, top5_acc: 0.8777, loss_cls: 1.2238, loss: 1.2238, grad_norm: 6.7203 2021-01-29 19:25:38,285 - mmaction - INFO - Epoch [249][1500/2147] lr: 4.815e-04, eta: 7:22:51, time: 1.445, data_time: 0.016, memory: 16628, top1_acc: 0.7076, top5_acc: 0.8607, loss_cls: 1.2159, loss: 1.2159, grad_norm: 6.4658 2021-01-29 19:26:10,770 - mmaction - INFO - Epoch [249][1520/2147] lr: 4.815e-04, eta: 7:22:17, time: 1.623, data_time: 0.005, memory: 16628, top1_acc: 0.6848, top5_acc: 0.8643, loss_cls: 1.3155, loss: 1.3155, grad_norm: 6.9739 2021-01-29 19:26:51,102 - mmaction - INFO - Epoch [249][1540/2147] lr: 4.815e-04, eta: 7:21:44, time: 2.010, data_time: 0.012, memory: 16628, top1_acc: 0.7027, top5_acc: 0.8714, loss_cls: 1.2344, loss: 1.2344, grad_norm: 6.5571 2021-01-29 19:27:23,929 - mmaction - INFO - Epoch [249][1560/2147] lr: 4.815e-04, eta: 7:21:10, time: 1.648, data_time: 0.012, memory: 16628, top1_acc: 0.6964, top5_acc: 0.8674, loss_cls: 1.2669, loss: 1.2669, grad_norm: 6.8206 2021-01-29 19:27:56,638 - mmaction - INFO - Epoch [249][1580/2147] lr: 4.815e-04, eta: 7:20:36, time: 1.599, data_time: 0.007, memory: 16628, top1_acc: 0.6929, top5_acc: 0.8710, loss_cls: 1.2496, loss: 1.2496, grad_norm: 6.8372 2021-01-29 19:28:29,506 - mmaction - INFO - Epoch [249][1600/2147] lr: 4.815e-04, eta: 7:20:02, time: 1.682, data_time: 0.041, memory: 16628, top1_acc: 0.6929, top5_acc: 0.8625, loss_cls: 1.2528, loss: 1.2528, grad_norm: 6.7031 2021-01-29 19:28:58,458 - mmaction - INFO - Epoch [249][1620/2147] lr: 4.815e-04, eta: 7:19:28, time: 1.448, data_time: 0.012, memory: 16628, top1_acc: 0.6848, top5_acc: 0.8638, loss_cls: 1.2711, loss: 1.2711, grad_norm: 6.8582 2021-01-29 19:29:30,848 - mmaction - INFO - Epoch [249][1640/2147] lr: 4.815e-04, eta: 7:18:54, time: 1.609, data_time: 0.003, memory: 16628, top1_acc: 0.7000, top5_acc: 0.8737, loss_cls: 1.2352, loss: 1.2352, grad_norm: 6.6800 2021-01-29 19:29:59,769 - mmaction - INFO - Epoch [249][1660/2147] lr: 4.815e-04, eta: 7:18:20, time: 1.456, data_time: 0.012, memory: 16628, top1_acc: 0.6897, top5_acc: 0.8741, loss_cls: 1.2779, loss: 1.2779, grad_norm: 6.8622 2021-01-29 19:30:30,155 - mmaction - INFO - Epoch [249][1680/2147] lr: 4.815e-04, eta: 7:17:46, time: 1.520, data_time: 0.004, memory: 16628, top1_acc: 0.7080, top5_acc: 0.8692, loss_cls: 1.2320, loss: 1.2320, grad_norm: 6.5341 2021-01-29 19:31:02,519 - mmaction - INFO - Epoch [249][1700/2147] lr: 4.815e-04, eta: 7:17:12, time: 1.618, data_time: 0.003, memory: 16628, top1_acc: 0.6929, top5_acc: 0.8665, loss_cls: 1.2536, loss: 1.2536, grad_norm: 6.7645 2021-01-29 19:31:50,481 - mmaction - INFO - Epoch [249][1720/2147] lr: 4.815e-04, eta: 7:16:38, time: 2.383, data_time: 0.005, memory: 16628, top1_acc: 0.7013, top5_acc: 0.8746, loss_cls: 1.2403, loss: 1.2403, grad_norm: 6.7358 2021-01-29 19:32:22,818 - mmaction - INFO - Epoch [249][1740/2147] lr: 4.815e-04, eta: 7:16:05, time: 1.625, data_time: 0.024, memory: 16628, top1_acc: 0.7103, top5_acc: 0.8710, loss_cls: 1.1983, loss: 1.1983, grad_norm: 6.6055 2021-01-29 19:32:55,026 - mmaction - INFO - Epoch [249][1760/2147] lr: 4.815e-04, eta: 7:15:31, time: 1.613, data_time: 0.021, memory: 16628, top1_acc: 0.6754, top5_acc: 0.8554, loss_cls: 1.3370, loss: 1.3370, grad_norm: 6.8361 2021-01-29 19:33:27,178 - mmaction - INFO - Epoch [249][1780/2147] lr: 4.815e-04, eta: 7:14:57, time: 1.611, data_time: 0.031, memory: 16628, top1_acc: 0.6915, top5_acc: 0.8661, loss_cls: 1.2457, loss: 1.2457, grad_norm: 6.6366 2021-01-29 19:33:58,937 - mmaction - INFO - Epoch [249][1800/2147] lr: 4.815e-04, eta: 7:14:23, time: 1.589, data_time: 0.003, memory: 16628, top1_acc: 0.7112, top5_acc: 0.8679, loss_cls: 1.2327, loss: 1.2327, grad_norm: 6.6517 2021-01-29 19:34:28,945 - mmaction - INFO - Epoch [249][1820/2147] lr: 4.815e-04, eta: 7:13:49, time: 1.496, data_time: 0.002, memory: 16628, top1_acc: 0.7000, top5_acc: 0.8719, loss_cls: 1.2696, loss: 1.2696, grad_norm: 6.7368 2021-01-29 19:34:57,565 - mmaction - INFO - Epoch [249][1840/2147] lr: 4.815e-04, eta: 7:13:15, time: 1.435, data_time: 0.006, memory: 16628, top1_acc: 0.7085, top5_acc: 0.8701, loss_cls: 1.2022, loss: 1.2022, grad_norm: 6.5313 2021-01-29 19:35:27,378 - mmaction - INFO - Epoch [249][1860/2147] lr: 4.815e-04, eta: 7:12:41, time: 1.488, data_time: 0.003, memory: 16628, top1_acc: 0.6955, top5_acc: 0.8652, loss_cls: 1.2415, loss: 1.2415, grad_norm: 6.6777 2021-01-29 19:35:59,536 - mmaction - INFO - Epoch [249][1880/2147] lr: 4.815e-04, eta: 7:12:07, time: 1.603, data_time: 0.005, memory: 16628, top1_acc: 0.7067, top5_acc: 0.8719, loss_cls: 1.2363, loss: 1.2363, grad_norm: 6.6640 2021-01-29 19:36:28,321 - mmaction - INFO - Epoch [249][1900/2147] lr: 4.815e-04, eta: 7:11:33, time: 1.446, data_time: 0.019, memory: 16628, top1_acc: 0.6853, top5_acc: 0.8567, loss_cls: 1.3132, loss: 1.3132, grad_norm: 6.8499 2021-01-29 19:37:01,527 - mmaction - INFO - Epoch [249][1920/2147] lr: 4.815e-04, eta: 7:10:59, time: 1.659, data_time: 0.003, memory: 16628, top1_acc: 0.7121, top5_acc: 0.8754, loss_cls: 1.1779, loss: 1.1779, grad_norm: 6.5102 2021-01-29 19:37:31,359 - mmaction - INFO - Epoch [249][1940/2147] lr: 4.815e-04, eta: 7:10:25, time: 1.493, data_time: 0.007, memory: 16628, top1_acc: 0.7143, top5_acc: 0.8866, loss_cls: 1.1405, loss: 1.1405, grad_norm: 6.4755 2021-01-29 19:38:07,427 - mmaction - INFO - Epoch [249][1960/2147] lr: 4.815e-04, eta: 7:09:51, time: 1.803, data_time: 0.003, memory: 16628, top1_acc: 0.7210, top5_acc: 0.8741, loss_cls: 1.1899, loss: 1.1899, grad_norm: 6.4704 2021-01-29 19:38:38,281 - mmaction - INFO - Epoch [249][1980/2147] lr: 4.815e-04, eta: 7:09:17, time: 1.541, data_time: 0.003, memory: 16628, top1_acc: 0.7170, top5_acc: 0.8754, loss_cls: 1.1939, loss: 1.1939, grad_norm: 6.5998 2021-01-29 19:39:10,477 - mmaction - INFO - Epoch [249][2000/2147] lr: 4.815e-04, eta: 7:08:43, time: 1.607, data_time: 0.004, memory: 16628, top1_acc: 0.7004, top5_acc: 0.8714, loss_cls: 1.2175, loss: 1.2175, grad_norm: 6.5761 2021-01-29 19:39:39,017 - mmaction - INFO - Epoch [249][2020/2147] lr: 4.815e-04, eta: 7:08:09, time: 1.432, data_time: 0.011, memory: 16628, top1_acc: 0.7125, top5_acc: 0.8759, loss_cls: 1.1887, loss: 1.1887, grad_norm: 6.4497 2021-01-29 19:40:08,312 - mmaction - INFO - Epoch [249][2040/2147] lr: 4.815e-04, eta: 7:07:35, time: 1.465, data_time: 0.002, memory: 16628, top1_acc: 0.6911, top5_acc: 0.8629, loss_cls: 1.2768, loss: 1.2768, grad_norm: 6.7750 2021-01-29 19:40:36,675 - mmaction - INFO - Epoch [249][2060/2147] lr: 4.815e-04, eta: 7:07:01, time: 1.418, data_time: 0.001, memory: 16628, top1_acc: 0.7027, top5_acc: 0.8692, loss_cls: 1.2409, loss: 1.2409, grad_norm: 6.7451 2021-01-29 19:41:05,385 - mmaction - INFO - Epoch [249][2080/2147] lr: 4.815e-04, eta: 7:06:27, time: 1.432, data_time: 0.009, memory: 16628, top1_acc: 0.6893, top5_acc: 0.8656, loss_cls: 1.2760, loss: 1.2760, grad_norm: 6.7633 2021-01-29 19:41:36,180 - mmaction - INFO - Epoch [249][2100/2147] lr: 4.815e-04, eta: 7:05:53, time: 1.541, data_time: 0.009, memory: 16628, top1_acc: 0.6875, top5_acc: 0.8603, loss_cls: 1.2895, loss: 1.2895, grad_norm: 6.8067 2021-01-29 19:42:16,403 - mmaction - INFO - Epoch [249][2120/2147] lr: 4.815e-04, eta: 7:05:19, time: 2.011, data_time: 0.019, memory: 16628, top1_acc: 0.7045, top5_acc: 0.8665, loss_cls: 1.2261, loss: 1.2261, grad_norm: 6.5676 2021-01-29 19:42:48,037 - mmaction - INFO - Epoch [249][2140/2147] lr: 4.815e-04, eta: 7:04:45, time: 1.584, data_time: 0.009, memory: 16628, top1_acc: 0.6812, top5_acc: 0.8527, loss_cls: 1.3318, loss: 1.3318, grad_norm: 6.8897 2021-01-29 19:49:21,793 - mmaction - INFO - Epoch [250][20/2147] lr: 3.687e-04, eta: 7:04:08, time: 18.184, data_time: 16.512, memory: 16628, top1_acc: 0.6955, top5_acc: 0.8732, loss_cls: 1.2149, loss: 1.2149, grad_norm: 6.7420 2021-01-29 19:50:03,803 - mmaction - INFO - Epoch [250][40/2147] lr: 3.687e-04, eta: 7:03:34, time: 2.100, data_time: 0.013, memory: 16628, top1_acc: 0.7134, top5_acc: 0.8688, loss_cls: 1.1895, loss: 1.1895, grad_norm: 6.5260 2021-01-29 19:50:32,900 - mmaction - INFO - Epoch [250][60/2147] lr: 3.687e-04, eta: 7:03:00, time: 1.458, data_time: 0.018, memory: 16628, top1_acc: 0.6804, top5_acc: 0.8625, loss_cls: 1.3190, loss: 1.3190, grad_norm: 6.8937 2021-01-29 19:51:01,888 - mmaction - INFO - Epoch [250][80/2147] lr: 3.687e-04, eta: 7:02:26, time: 1.444, data_time: 0.003, memory: 16628, top1_acc: 0.7054, top5_acc: 0.8719, loss_cls: 1.2513, loss: 1.2513, grad_norm: 6.5656 2021-01-29 19:51:33,517 - mmaction - INFO - Epoch [250][100/2147] lr: 3.687e-04, eta: 7:01:52, time: 1.584, data_time: 0.012, memory: 16628, top1_acc: 0.7040, top5_acc: 0.8719, loss_cls: 1.2108, loss: 1.2108, grad_norm: 6.6483 2021-01-29 19:52:06,817 - mmaction - INFO - Epoch [250][120/2147] lr: 3.687e-04, eta: 7:01:18, time: 1.665, data_time: 0.054, memory: 16628, top1_acc: 0.7143, top5_acc: 0.8790, loss_cls: 1.1577, loss: 1.1577, grad_norm: 6.3633 2021-01-29 19:52:36,738 - mmaction - INFO - Epoch [250][140/2147] lr: 3.687e-04, eta: 7:00:44, time: 1.499, data_time: 0.012, memory: 16628, top1_acc: 0.7085, top5_acc: 0.8786, loss_cls: 1.2065, loss: 1.2065, grad_norm: 6.6869 2021-01-29 19:53:17,371 - mmaction - INFO - Epoch [250][160/2147] lr: 3.687e-04, eta: 7:00:11, time: 2.027, data_time: 0.002, memory: 16628, top1_acc: 0.6955, top5_acc: 0.8643, loss_cls: 1.2488, loss: 1.2488, grad_norm: 6.8295 2021-01-29 19:53:46,804 - mmaction - INFO - Epoch [250][180/2147] lr: 3.687e-04, eta: 6:59:37, time: 1.477, data_time: 0.008, memory: 16628, top1_acc: 0.7098, top5_acc: 0.8647, loss_cls: 1.2281, loss: 1.2281, grad_norm: 6.5080 2021-01-29 19:54:19,386 - mmaction - INFO - Epoch [250][200/2147] lr: 3.687e-04, eta: 6:59:03, time: 1.619, data_time: 0.005, memory: 16628, top1_acc: 0.7013, top5_acc: 0.8701, loss_cls: 1.2364, loss: 1.2364, grad_norm: 6.7137 2021-01-29 19:54:48,292 - mmaction - INFO - Epoch [250][220/2147] lr: 3.687e-04, eta: 6:58:29, time: 1.454, data_time: 0.014, memory: 16628, top1_acc: 0.7188, top5_acc: 0.8790, loss_cls: 1.1668, loss: 1.1668, grad_norm: 6.4151 2021-01-29 19:55:21,680 - mmaction - INFO - Epoch [250][240/2147] lr: 3.687e-04, eta: 6:57:55, time: 1.664, data_time: 0.012, memory: 16628, top1_acc: 0.6839, top5_acc: 0.8478, loss_cls: 1.2851, loss: 1.2851, grad_norm: 6.6309 2021-01-29 19:55:56,570 - mmaction - INFO - Epoch [250][260/2147] lr: 3.687e-04, eta: 6:57:21, time: 1.729, data_time: 0.013, memory: 16628, top1_acc: 0.7125, top5_acc: 0.8710, loss_cls: 1.2269, loss: 1.2269, grad_norm: 6.6099 2021-01-29 19:56:26,491 - mmaction - INFO - Epoch [250][280/2147] lr: 3.687e-04, eta: 6:56:47, time: 1.516, data_time: 0.026, memory: 16628, top1_acc: 0.6746, top5_acc: 0.8647, loss_cls: 1.2822, loss: 1.2822, grad_norm: 6.9382 2021-01-29 19:57:04,038 - mmaction - INFO - Epoch [250][300/2147] lr: 3.687e-04, eta: 6:56:13, time: 1.877, data_time: 0.060, memory: 16628, top1_acc: 0.6982, top5_acc: 0.8750, loss_cls: 1.2353, loss: 1.2353, grad_norm: 6.8272 2021-01-29 19:57:33,474 - mmaction - INFO - Epoch [250][320/2147] lr: 3.687e-04, eta: 6:55:39, time: 1.469, data_time: 0.011, memory: 16628, top1_acc: 0.6996, top5_acc: 0.8607, loss_cls: 1.2715, loss: 1.2715, grad_norm: 6.6180 2021-01-29 19:58:03,453 - mmaction - INFO - Epoch [250][340/2147] lr: 3.687e-04, eta: 6:55:05, time: 1.502, data_time: 0.015, memory: 16628, top1_acc: 0.7183, top5_acc: 0.8670, loss_cls: 1.2146, loss: 1.2146, grad_norm: 6.6064 2021-01-29 19:58:33,031 - mmaction - INFO - Epoch [250][360/2147] lr: 3.687e-04, eta: 6:54:31, time: 1.480, data_time: 0.011, memory: 16628, top1_acc: 0.6879, top5_acc: 0.8558, loss_cls: 1.3244, loss: 1.3244, grad_norm: 6.6924 2021-01-29 19:59:04,652 - mmaction - INFO - Epoch [250][380/2147] lr: 3.687e-04, eta: 6:53:57, time: 1.580, data_time: 0.009, memory: 16628, top1_acc: 0.6893, top5_acc: 0.8531, loss_cls: 1.2985, loss: 1.2985, grad_norm: 6.6495 2021-01-29 19:59:33,224 - mmaction - INFO - Epoch [250][400/2147] lr: 3.687e-04, eta: 6:53:23, time: 1.432, data_time: 0.006, memory: 16628, top1_acc: 0.7049, top5_acc: 0.8772, loss_cls: 1.2055, loss: 1.2055, grad_norm: 6.7392 2021-01-29 20:00:02,387 - mmaction - INFO - Epoch [250][420/2147] lr: 3.687e-04, eta: 6:52:49, time: 1.458, data_time: 0.015, memory: 16628, top1_acc: 0.7103, top5_acc: 0.8750, loss_cls: 1.2156, loss: 1.2156, grad_norm: 6.5826 2021-01-29 20:00:37,335 - mmaction - INFO - Epoch [250][440/2147] lr: 3.687e-04, eta: 6:52:15, time: 1.745, data_time: 0.005, memory: 16628, top1_acc: 0.7179, top5_acc: 0.8705, loss_cls: 1.1710, loss: 1.1710, grad_norm: 6.6568 2021-01-29 20:01:08,051 - mmaction - INFO - Epoch [250][460/2147] lr: 3.687e-04, eta: 6:51:41, time: 1.535, data_time: 0.004, memory: 16628, top1_acc: 0.6982, top5_acc: 0.8670, loss_cls: 1.2668, loss: 1.2668, grad_norm: 6.7950 2021-01-29 20:01:36,651 - mmaction - INFO - Epoch [250][480/2147] lr: 3.687e-04, eta: 6:51:07, time: 1.433, data_time: 0.007, memory: 16628, top1_acc: 0.6915, top5_acc: 0.8549, loss_cls: 1.3320, loss: 1.3320, grad_norm: 6.8892 2021-01-29 20:02:11,711 - mmaction - INFO - Epoch [250][500/2147] lr: 3.687e-04, eta: 6:50:33, time: 1.753, data_time: 0.056, memory: 16628, top1_acc: 0.7143, top5_acc: 0.8799, loss_cls: 1.1727, loss: 1.1727, grad_norm: 6.5287 2021-01-29 20:02:46,122 - mmaction - INFO - Epoch [250][520/2147] lr: 3.687e-04, eta: 6:49:59, time: 1.718, data_time: 0.007, memory: 16628, top1_acc: 0.7138, top5_acc: 0.8696, loss_cls: 1.2247, loss: 1.2247, grad_norm: 6.5031 2021-01-29 20:03:16,423 - mmaction - INFO - Epoch [250][540/2147] lr: 3.687e-04, eta: 6:49:25, time: 1.515, data_time: 0.005, memory: 16628, top1_acc: 0.6897, top5_acc: 0.8679, loss_cls: 1.2750, loss: 1.2750, grad_norm: 6.8837 2021-01-29 20:03:48,397 - mmaction - INFO - Epoch [250][560/2147] lr: 3.687e-04, eta: 6:48:51, time: 1.598, data_time: 0.008, memory: 16628, top1_acc: 0.7013, top5_acc: 0.8683, loss_cls: 1.2360, loss: 1.2360, grad_norm: 6.7887 2021-01-29 20:04:17,944 - mmaction - INFO - Epoch [250][580/2147] lr: 3.687e-04, eta: 6:48:17, time: 1.473, data_time: 0.009, memory: 16628, top1_acc: 0.6951, top5_acc: 0.8665, loss_cls: 1.2499, loss: 1.2499, grad_norm: 6.6594 2021-01-29 20:04:50,254 - mmaction - INFO - Epoch [250][600/2147] lr: 3.687e-04, eta: 6:47:43, time: 1.618, data_time: 0.012, memory: 16628, top1_acc: 0.7018, top5_acc: 0.8746, loss_cls: 1.2175, loss: 1.2175, grad_norm: 6.7134 2021-01-29 20:05:21,552 - mmaction - INFO - Epoch [250][620/2147] lr: 3.687e-04, eta: 6:47:09, time: 1.556, data_time: 0.010, memory: 16628, top1_acc: 0.7045, top5_acc: 0.8661, loss_cls: 1.2082, loss: 1.2082, grad_norm: 6.5137 2021-01-29 20:05:51,981 - mmaction - INFO - Epoch [250][640/2147] lr: 3.687e-04, eta: 6:46:35, time: 1.524, data_time: 0.015, memory: 16628, top1_acc: 0.6915, top5_acc: 0.8638, loss_cls: 1.2492, loss: 1.2492, grad_norm: 6.7531 2021-01-29 20:06:24,592 - mmaction - INFO - Epoch [250][660/2147] lr: 3.687e-04, eta: 6:46:01, time: 1.633, data_time: 0.026, memory: 16628, top1_acc: 0.6942, top5_acc: 0.8674, loss_cls: 1.2538, loss: 1.2538, grad_norm: 6.8010 2021-01-29 20:07:03,305 - mmaction - INFO - Epoch [250][680/2147] lr: 3.687e-04, eta: 6:45:28, time: 1.937, data_time: 0.027, memory: 16628, top1_acc: 0.7009, top5_acc: 0.8692, loss_cls: 1.2245, loss: 1.2245, grad_norm: 6.7236 2021-01-29 20:07:33,776 - mmaction - INFO - Epoch [250][700/2147] lr: 3.687e-04, eta: 6:44:54, time: 1.518, data_time: 0.018, memory: 16628, top1_acc: 0.7009, top5_acc: 0.8652, loss_cls: 1.2391, loss: 1.2391, grad_norm: 6.7011 2021-01-29 20:08:03,271 - mmaction - INFO - Epoch [250][720/2147] lr: 3.687e-04, eta: 6:44:20, time: 1.483, data_time: 0.021, memory: 16628, top1_acc: 0.7201, top5_acc: 0.8701, loss_cls: 1.2145, loss: 1.2145, grad_norm: 6.5899 2021-01-29 20:08:32,676 - mmaction - INFO - Epoch [250][740/2147] lr: 3.687e-04, eta: 6:43:45, time: 1.472, data_time: 0.006, memory: 16628, top1_acc: 0.6911, top5_acc: 0.8487, loss_cls: 1.3255, loss: 1.3255, grad_norm: 6.7523 2021-01-29 20:09:06,422 - mmaction - INFO - Epoch [250][760/2147] lr: 3.687e-04, eta: 6:43:12, time: 1.681, data_time: 0.005, memory: 16628, top1_acc: 0.6946, top5_acc: 0.8741, loss_cls: 1.2090, loss: 1.2090, grad_norm: 6.7974 2021-01-29 20:09:39,491 - mmaction - INFO - Epoch [250][780/2147] lr: 3.687e-04, eta: 6:42:38, time: 1.655, data_time: 0.019, memory: 16628, top1_acc: 0.6929, top5_acc: 0.8781, loss_cls: 1.2463, loss: 1.2463, grad_norm: 6.7744 2021-01-29 20:10:12,127 - mmaction - INFO - Epoch [250][800/2147] lr: 3.687e-04, eta: 6:42:04, time: 1.633, data_time: 0.013, memory: 16628, top1_acc: 0.6987, top5_acc: 0.8629, loss_cls: 1.2555, loss: 1.2555, grad_norm: 6.7663 2021-01-29 20:10:41,553 - mmaction - INFO - Epoch [250][820/2147] lr: 3.687e-04, eta: 6:41:30, time: 1.475, data_time: 0.012, memory: 16628, top1_acc: 0.7125, top5_acc: 0.8754, loss_cls: 1.1857, loss: 1.1857, grad_norm: 6.5710 2021-01-29 20:11:11,277 - mmaction - INFO - Epoch [250][840/2147] lr: 3.687e-04, eta: 6:40:56, time: 1.487, data_time: 0.004, memory: 16628, top1_acc: 0.7103, top5_acc: 0.8790, loss_cls: 1.1721, loss: 1.1721, grad_norm: 6.6867 2021-01-29 20:11:42,622 - mmaction - INFO - Epoch [250][860/2147] lr: 3.687e-04, eta: 6:40:22, time: 1.567, data_time: 0.004, memory: 16628, top1_acc: 0.6937, top5_acc: 0.8616, loss_cls: 1.2709, loss: 1.2709, grad_norm: 6.6938 2021-01-29 20:12:13,345 - mmaction - INFO - Epoch [250][880/2147] lr: 3.687e-04, eta: 6:39:48, time: 1.537, data_time: 0.004, memory: 16628, top1_acc: 0.6973, top5_acc: 0.8808, loss_cls: 1.1832, loss: 1.1832, grad_norm: 6.6876 2021-01-29 20:12:52,141 - mmaction - INFO - Epoch [250][900/2147] lr: 3.687e-04, eta: 6:39:14, time: 1.936, data_time: 0.002, memory: 16628, top1_acc: 0.7112, top5_acc: 0.8826, loss_cls: 1.1936, loss: 1.1936, grad_norm: 6.7845 2021-01-29 20:13:24,096 - mmaction - INFO - Epoch [250][920/2147] lr: 3.687e-04, eta: 6:38:40, time: 1.599, data_time: 0.078, memory: 16628, top1_acc: 0.6982, top5_acc: 0.8679, loss_cls: 1.2470, loss: 1.2470, grad_norm: 6.8052 2021-01-29 20:13:55,314 - mmaction - INFO - Epoch [250][940/2147] lr: 3.687e-04, eta: 6:38:06, time: 1.562, data_time: 0.006, memory: 16628, top1_acc: 0.7089, top5_acc: 0.8781, loss_cls: 1.1873, loss: 1.1873, grad_norm: 6.6445 2021-01-29 20:14:26,253 - mmaction - INFO - Epoch [250][960/2147] lr: 3.687e-04, eta: 6:37:32, time: 1.549, data_time: 0.008, memory: 16628, top1_acc: 0.7116, top5_acc: 0.8683, loss_cls: 1.2014, loss: 1.2014, grad_norm: 6.5375 2021-01-29 20:14:55,025 - mmaction - INFO - Epoch [250][980/2147] lr: 3.687e-04, eta: 6:36:58, time: 1.438, data_time: 0.002, memory: 16628, top1_acc: 0.7134, top5_acc: 0.8781, loss_cls: 1.2266, loss: 1.2266, grad_norm: 6.7678 2021-01-29 20:15:28,190 - mmaction - INFO - Epoch [250][1000/2147] lr: 3.687e-04, eta: 6:36:24, time: 1.649, data_time: 0.005, memory: 16628, top1_acc: 0.6960, top5_acc: 0.8723, loss_cls: 1.2230, loss: 1.2230, grad_norm: 6.8706 2021-01-29 20:15:58,209 - mmaction - INFO - Epoch [250][1020/2147] lr: 3.687e-04, eta: 6:35:50, time: 1.506, data_time: 0.020, memory: 16628, top1_acc: 0.6929, top5_acc: 0.8777, loss_cls: 1.2036, loss: 1.2036, grad_norm: 6.8740 2021-01-29 20:16:29,664 - mmaction - INFO - Epoch [250][1040/2147] lr: 3.687e-04, eta: 6:35:16, time: 1.574, data_time: 0.010, memory: 16628, top1_acc: 0.7058, top5_acc: 0.8701, loss_cls: 1.2216, loss: 1.2216, grad_norm: 6.5316 2021-01-29 20:17:06,466 - mmaction - INFO - Epoch [250][1060/2147] lr: 3.687e-04, eta: 6:34:42, time: 1.842, data_time: 0.035, memory: 16628, top1_acc: 0.7098, top5_acc: 0.8705, loss_cls: 1.2220, loss: 1.2220, grad_norm: 6.7053 2021-01-29 20:17:38,682 - mmaction - INFO - Epoch [250][1080/2147] lr: 3.687e-04, eta: 6:34:08, time: 1.596, data_time: 0.009, memory: 16628, top1_acc: 0.7112, top5_acc: 0.8661, loss_cls: 1.2135, loss: 1.2135, grad_norm: 6.6087 2021-01-29 20:18:16,405 - mmaction - INFO - Epoch [250][1100/2147] lr: 3.687e-04, eta: 6:33:34, time: 1.898, data_time: 0.021, memory: 16628, top1_acc: 0.6929, top5_acc: 0.8679, loss_cls: 1.2523, loss: 1.2523, grad_norm: 6.8587 2021-01-29 20:18:45,311 - mmaction - INFO - Epoch [250][1120/2147] lr: 3.687e-04, eta: 6:33:00, time: 1.448, data_time: 0.008, memory: 16628, top1_acc: 0.7027, top5_acc: 0.8665, loss_cls: 1.2461, loss: 1.2461, grad_norm: 6.6789 2021-01-29 20:19:15,322 - mmaction - INFO - Epoch [250][1140/2147] lr: 3.687e-04, eta: 6:32:26, time: 1.497, data_time: 0.003, memory: 16628, top1_acc: 0.6857, top5_acc: 0.8647, loss_cls: 1.2787, loss: 1.2787, grad_norm: 7.0479 2021-01-29 20:19:48,095 - mmaction - INFO - Epoch [250][1160/2147] lr: 3.687e-04, eta: 6:31:52, time: 1.638, data_time: 0.013, memory: 16628, top1_acc: 0.6920, top5_acc: 0.8562, loss_cls: 1.2887, loss: 1.2887, grad_norm: 6.7648 2021-01-29 20:20:17,384 - mmaction - INFO - Epoch [250][1180/2147] lr: 3.687e-04, eta: 6:31:18, time: 1.465, data_time: 0.012, memory: 16628, top1_acc: 0.7161, top5_acc: 0.8804, loss_cls: 1.1807, loss: 1.1807, grad_norm: 6.5562 2021-01-29 20:20:46,211 - mmaction - INFO - Epoch [250][1200/2147] lr: 3.687e-04, eta: 6:30:44, time: 1.445, data_time: 0.007, memory: 16628, top1_acc: 0.7067, top5_acc: 0.8719, loss_cls: 1.2115, loss: 1.2115, grad_norm: 6.7922 2021-01-29 20:21:17,803 - mmaction - INFO - Epoch [250][1220/2147] lr: 3.687e-04, eta: 6:30:10, time: 1.575, data_time: 0.003, memory: 16628, top1_acc: 0.7156, top5_acc: 0.8768, loss_cls: 1.2234, loss: 1.2234, grad_norm: 6.5639 2021-01-29 20:21:52,883 - mmaction - INFO - Epoch [250][1240/2147] lr: 3.687e-04, eta: 6:29:37, time: 1.755, data_time: 0.019, memory: 16628, top1_acc: 0.6871, top5_acc: 0.8723, loss_cls: 1.2562, loss: 1.2562, grad_norm: 6.6589 2021-01-29 20:22:25,845 - mmaction - INFO - Epoch [250][1260/2147] lr: 3.687e-04, eta: 6:29:03, time: 1.648, data_time: 0.010, memory: 16628, top1_acc: 0.7031, top5_acc: 0.8759, loss_cls: 1.2125, loss: 1.2125, grad_norm: 6.7316 2021-01-29 20:22:58,480 - mmaction - INFO - Epoch [250][1280/2147] lr: 3.687e-04, eta: 6:28:29, time: 1.606, data_time: 0.008, memory: 16628, top1_acc: 0.6973, top5_acc: 0.8763, loss_cls: 1.2266, loss: 1.2266, grad_norm: 6.8321 2021-01-29 20:23:31,366 - mmaction - INFO - Epoch [250][1300/2147] lr: 3.687e-04, eta: 6:27:55, time: 1.672, data_time: 0.033, memory: 16628, top1_acc: 0.6969, top5_acc: 0.8612, loss_cls: 1.2881, loss: 1.2881, grad_norm: 6.7337 2021-01-29 20:24:00,068 - mmaction - INFO - Epoch [250][1320/2147] lr: 3.687e-04, eta: 6:27:21, time: 1.433, data_time: 0.004, memory: 16628, top1_acc: 0.7022, top5_acc: 0.8670, loss_cls: 1.2536, loss: 1.2536, grad_norm: 6.7160 2021-01-29 20:24:28,913 - mmaction - INFO - Epoch [250][1340/2147] lr: 3.687e-04, eta: 6:26:47, time: 1.446, data_time: 0.005, memory: 16628, top1_acc: 0.6964, top5_acc: 0.8598, loss_cls: 1.2991, loss: 1.2991, grad_norm: 6.8495 2021-01-29 20:24:58,229 - mmaction - INFO - Epoch [250][1360/2147] lr: 3.687e-04, eta: 6:26:13, time: 1.463, data_time: 0.004, memory: 16628, top1_acc: 0.6955, top5_acc: 0.8647, loss_cls: 1.2501, loss: 1.2501, grad_norm: 6.6335 2021-01-29 20:25:31,942 - mmaction - INFO - Epoch [250][1380/2147] lr: 3.687e-04, eta: 6:25:39, time: 1.688, data_time: 0.004, memory: 16628, top1_acc: 0.7022, top5_acc: 0.8616, loss_cls: 1.2700, loss: 1.2700, grad_norm: 6.7595 2021-01-29 20:26:02,108 - mmaction - INFO - Epoch [250][1400/2147] lr: 3.687e-04, eta: 6:25:05, time: 1.505, data_time: 0.003, memory: 16628, top1_acc: 0.7054, top5_acc: 0.8817, loss_cls: 1.1914, loss: 1.1914, grad_norm: 6.6999 2021-01-29 20:26:31,536 - mmaction - INFO - Epoch [250][1420/2147] lr: 3.687e-04, eta: 6:24:31, time: 1.471, data_time: 0.009, memory: 16628, top1_acc: 0.7004, top5_acc: 0.8603, loss_cls: 1.2356, loss: 1.2356, grad_norm: 6.5010 2021-01-29 20:27:09,444 - mmaction - INFO - Epoch [250][1440/2147] lr: 3.687e-04, eta: 6:23:57, time: 1.896, data_time: 0.006, memory: 16628, top1_acc: 0.7022, top5_acc: 0.8781, loss_cls: 1.1990, loss: 1.1990, grad_norm: 6.8039 2021-01-29 20:27:42,233 - mmaction - INFO - Epoch [250][1460/2147] lr: 3.687e-04, eta: 6:23:23, time: 1.644, data_time: 0.006, memory: 16628, top1_acc: 0.7058, top5_acc: 0.8750, loss_cls: 1.2203, loss: 1.2203, grad_norm: 6.7891 2021-01-29 20:28:12,616 - mmaction - INFO - Epoch [250][1480/2147] lr: 3.687e-04, eta: 6:22:49, time: 1.519, data_time: 0.006, memory: 16628, top1_acc: 0.6951, top5_acc: 0.8688, loss_cls: 1.2426, loss: 1.2426, grad_norm: 6.8000 2021-01-29 20:28:41,200 - mmaction - INFO - Epoch [250][1500/2147] lr: 3.687e-04, eta: 6:22:15, time: 1.429, data_time: 0.003, memory: 16628, top1_acc: 0.7054, top5_acc: 0.8638, loss_cls: 1.2421, loss: 1.2421, grad_norm: 6.9073 2021-01-29 20:29:14,212 - mmaction - INFO - Epoch [250][1520/2147] lr: 3.687e-04, eta: 6:21:41, time: 1.651, data_time: 0.004, memory: 16628, top1_acc: 0.6929, top5_acc: 0.8518, loss_cls: 1.3212, loss: 1.3212, grad_norm: 6.7321 2021-01-29 20:29:44,276 - mmaction - INFO - Epoch [250][1540/2147] lr: 3.687e-04, eta: 6:21:07, time: 1.504, data_time: 0.003, memory: 16628, top1_acc: 0.7121, top5_acc: 0.8777, loss_cls: 1.2278, loss: 1.2278, grad_norm: 6.7796 2021-01-29 20:30:13,267 - mmaction - INFO - Epoch [250][1560/2147] lr: 3.687e-04, eta: 6:20:33, time: 1.442, data_time: 0.003, memory: 16628, top1_acc: 0.6964, top5_acc: 0.8652, loss_cls: 1.2408, loss: 1.2408, grad_norm: 6.8223 2021-01-29 20:30:53,288 - mmaction - INFO - Epoch [250][1580/2147] lr: 3.687e-04, eta: 6:19:59, time: 2.000, data_time: 0.013, memory: 16628, top1_acc: 0.6871, top5_acc: 0.8692, loss_cls: 1.2719, loss: 1.2719, grad_norm: 6.8166 2021-01-29 20:31:26,269 - mmaction - INFO - Epoch [250][1600/2147] lr: 3.687e-04, eta: 6:19:25, time: 1.655, data_time: 0.009, memory: 16628, top1_acc: 0.7027, top5_acc: 0.8732, loss_cls: 1.2512, loss: 1.2512, grad_norm: 6.7907 2021-01-29 20:31:58,936 - mmaction - INFO - Epoch [250][1620/2147] lr: 3.687e-04, eta: 6:18:51, time: 1.634, data_time: 0.006, memory: 16628, top1_acc: 0.7013, top5_acc: 0.8732, loss_cls: 1.2296, loss: 1.2296, grad_norm: 6.7582 2021-01-29 20:32:30,769 - mmaction - INFO - Epoch [250][1640/2147] lr: 3.687e-04, eta: 6:18:17, time: 1.584, data_time: 0.008, memory: 16628, top1_acc: 0.7018, top5_acc: 0.8687, loss_cls: 1.2453, loss: 1.2453, grad_norm: 6.9305 2021-01-29 20:33:00,225 - mmaction - INFO - Epoch [250][1660/2147] lr: 3.687e-04, eta: 6:17:43, time: 1.475, data_time: 0.014, memory: 16628, top1_acc: 0.7027, top5_acc: 0.8746, loss_cls: 1.2285, loss: 1.2285, grad_norm: 6.7981 2021-01-29 20:33:32,274 - mmaction - INFO - Epoch [250][1680/2147] lr: 3.687e-04, eta: 6:17:09, time: 1.609, data_time: 0.019, memory: 16628, top1_acc: 0.6938, top5_acc: 0.8629, loss_cls: 1.2797, loss: 1.2797, grad_norm: 6.8790 2021-01-29 20:34:04,890 - mmaction - INFO - Epoch [250][1700/2147] lr: 3.687e-04, eta: 6:16:36, time: 1.631, data_time: 0.006, memory: 16628, top1_acc: 0.7045, top5_acc: 0.8862, loss_cls: 1.1982, loss: 1.1982, grad_norm: 6.7300 2021-01-29 20:34:33,981 - mmaction - INFO - Epoch [250][1720/2147] lr: 3.687e-04, eta: 6:16:01, time: 1.451, data_time: 0.005, memory: 16628, top1_acc: 0.7098, top5_acc: 0.8781, loss_cls: 1.1820, loss: 1.1820, grad_norm: 6.7343 2021-01-29 20:35:04,553 - mmaction - INFO - Epoch [250][1740/2147] lr: 3.687e-04, eta: 6:15:27, time: 1.532, data_time: 0.008, memory: 16628, top1_acc: 0.6915, top5_acc: 0.8558, loss_cls: 1.3207, loss: 1.3207, grad_norm: 6.7687 2021-01-29 20:35:37,408 - mmaction - INFO - Epoch [250][1760/2147] lr: 3.687e-04, eta: 6:14:54, time: 1.636, data_time: 0.004, memory: 16628, top1_acc: 0.6786, top5_acc: 0.8598, loss_cls: 1.3357, loss: 1.3357, grad_norm: 7.0594 2021-01-29 20:36:06,947 - mmaction - INFO - Epoch [250][1780/2147] lr: 3.687e-04, eta: 6:14:20, time: 1.481, data_time: 0.013, memory: 16628, top1_acc: 0.6978, top5_acc: 0.8625, loss_cls: 1.2793, loss: 1.2793, grad_norm: 6.7273 2021-01-29 20:36:43,620 - mmaction - INFO - Epoch [250][1800/2147] lr: 3.687e-04, eta: 6:13:46, time: 1.597, data_time: 0.010, memory: 16628, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.2489, loss: 1.2489, grad_norm: 6.8564 2021-01-29 20:37:13,213 - mmaction - INFO - Epoch [250][1820/2147] lr: 3.687e-04, eta: 6:13:12, time: 1.716, data_time: 0.242, memory: 16628, top1_acc: 0.6826, top5_acc: 0.8692, loss_cls: 1.2638, loss: 1.2638, grad_norm: 6.8566 2021-01-29 20:37:42,554 - mmaction - INFO - Epoch [250][1840/2147] lr: 3.687e-04, eta: 6:12:38, time: 1.458, data_time: 0.013, memory: 16628, top1_acc: 0.6893, top5_acc: 0.8656, loss_cls: 1.2644, loss: 1.2644, grad_norm: 6.9671 2021-01-29 20:38:13,882 - mmaction - INFO - Epoch [250][1860/2147] lr: 3.687e-04, eta: 6:12:04, time: 1.579, data_time: 0.017, memory: 16628, top1_acc: 0.7049, top5_acc: 0.8741, loss_cls: 1.2389, loss: 1.2389, grad_norm: 6.6934 2021-01-29 20:38:43,251 - mmaction - INFO - Epoch [250][1880/2147] lr: 3.687e-04, eta: 6:11:30, time: 1.467, data_time: 0.008, memory: 16628, top1_acc: 0.6795, top5_acc: 0.8540, loss_cls: 1.3240, loss: 1.3240, grad_norm: 6.8721 2021-01-29 20:39:16,763 - mmaction - INFO - Epoch [250][1900/2147] lr: 3.687e-04, eta: 6:10:56, time: 1.668, data_time: 0.007, memory: 16628, top1_acc: 0.6964, top5_acc: 0.8616, loss_cls: 1.2811, loss: 1.2811, grad_norm: 6.6735 2021-01-29 20:39:46,687 - mmaction - INFO - Epoch [250][1920/2147] lr: 3.687e-04, eta: 6:10:22, time: 1.504, data_time: 0.012, memory: 16628, top1_acc: 0.7147, top5_acc: 0.8786, loss_cls: 1.1617, loss: 1.1617, grad_norm: 6.6972 2021-01-29 20:40:20,098 - mmaction - INFO - Epoch [250][1940/2147] lr: 3.687e-04, eta: 6:09:48, time: 1.670, data_time: 0.007, memory: 16628, top1_acc: 0.6946, top5_acc: 0.8656, loss_cls: 1.2499, loss: 1.2499, grad_norm: 6.6052 2021-01-29 20:40:51,281 - mmaction - INFO - Epoch [250][1960/2147] lr: 3.687e-04, eta: 6:09:14, time: 1.557, data_time: 0.007, memory: 16628, top1_acc: 0.7098, top5_acc: 0.8705, loss_cls: 1.2008, loss: 1.2008, grad_norm: 6.6057 2021-01-29 20:41:23,514 - mmaction - INFO - Epoch [250][1980/2147] lr: 3.687e-04, eta: 6:08:40, time: 1.599, data_time: 0.014, memory: 16628, top1_acc: 0.7089, top5_acc: 0.8795, loss_cls: 1.2194, loss: 1.2194, grad_norm: 6.6583 2021-01-29 20:42:11,018 - mmaction - INFO - Epoch [250][2000/2147] lr: 3.687e-04, eta: 6:08:06, time: 2.385, data_time: 0.023, memory: 16628, top1_acc: 0.7085, top5_acc: 0.8692, loss_cls: 1.2203, loss: 1.2203, grad_norm: 6.6691 2021-01-29 20:42:46,445 - mmaction - INFO - Epoch [250][2020/2147] lr: 3.687e-04, eta: 6:07:33, time: 1.775, data_time: 0.015, memory: 16628, top1_acc: 0.6911, top5_acc: 0.8634, loss_cls: 1.2626, loss: 1.2626, grad_norm: 6.7304 2021-01-29 20:43:17,561 - mmaction - INFO - Epoch [250][2040/2147] lr: 3.687e-04, eta: 6:06:59, time: 1.553, data_time: 0.011, memory: 16628, top1_acc: 0.7125, top5_acc: 0.8853, loss_cls: 1.1754, loss: 1.1754, grad_norm: 6.6598 2021-01-29 20:43:51,778 - mmaction - INFO - Epoch [250][2060/2147] lr: 3.687e-04, eta: 6:06:25, time: 1.717, data_time: 0.009, memory: 16628, top1_acc: 0.6915, top5_acc: 0.8683, loss_cls: 1.2347, loss: 1.2347, grad_norm: 6.7023 2021-01-29 20:44:24,679 - mmaction - INFO - Epoch [250][2080/2147] lr: 3.687e-04, eta: 6:05:51, time: 1.640, data_time: 0.003, memory: 16628, top1_acc: 0.6969, top5_acc: 0.8692, loss_cls: 1.2767, loss: 1.2767, grad_norm: 6.7615 2021-01-29 20:44:56,456 - mmaction - INFO - Epoch [250][2100/2147] lr: 3.687e-04, eta: 6:05:17, time: 1.592, data_time: 0.007, memory: 16628, top1_acc: 0.7040, top5_acc: 0.8625, loss_cls: 1.2372, loss: 1.2372, grad_norm: 6.5724 2021-01-29 20:45:25,628 - mmaction - INFO - Epoch [250][2120/2147] lr: 3.687e-04, eta: 6:04:43, time: 1.460, data_time: 0.005, memory: 16628, top1_acc: 0.7004, top5_acc: 0.8661, loss_cls: 1.2367, loss: 1.2367, grad_norm: 6.7136 2021-01-29 20:45:54,421 - mmaction - INFO - Epoch [250][2140/2147] lr: 3.687e-04, eta: 6:04:09, time: 1.438, data_time: 0.003, memory: 16628, top1_acc: 0.6929, top5_acc: 0.8710, loss_cls: 1.2277, loss: 1.2277, grad_norm: 6.6012 2021-01-29 21:08:36,500 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-29 21:08:37,282 - mmaction - INFO - top1_acc 0.6936 top5_acc 0.8825 2021-01-29 21:08:37,283 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-29 21:08:37,341 - mmaction - INFO - mean_acc 0.6935 2021-01-29 21:08:37,342 - mmaction - INFO - Now best checkpoint is epoch_250.pth 2021-01-29 21:08:37,357 - mmaction - INFO - Epoch(val) [250][2147] top1_acc: 0.6936, top5_acc: 0.8825, mean_class_accuracy: 0.6935 2021-01-29 21:19:30,481 - mmaction - INFO - Epoch [251][20/2147] lr: 2.710e-04, eta: 6:03:38, time: 32.648, data_time: 30.652, memory: 16628, top1_acc: 0.7138, top5_acc: 0.8746, loss_cls: 1.2008, loss: 1.2008, grad_norm: 6.5692 2021-01-29 21:20:10,985 - mmaction - INFO - Epoch [251][40/2147] lr: 2.710e-04, eta: 6:03:04, time: 2.025, data_time: 0.020, memory: 16628, top1_acc: 0.6871, top5_acc: 0.8732, loss_cls: 1.2492, loss: 1.2492, grad_norm: 6.9725 2021-01-29 21:20:46,440 - mmaction - INFO - Epoch [251][60/2147] lr: 2.710e-04, eta: 6:02:30, time: 1.776, data_time: 0.015, memory: 16628, top1_acc: 0.6714, top5_acc: 0.8670, loss_cls: 1.3083, loss: 1.3083, grad_norm: 7.1424 2021-01-29 21:21:18,473 - mmaction - INFO - Epoch [251][80/2147] lr: 2.710e-04, eta: 6:01:56, time: 1.602, data_time: 0.006, memory: 16628, top1_acc: 0.7170, top5_acc: 0.8826, loss_cls: 1.1765, loss: 1.1765, grad_norm: 6.4595 2021-01-29 21:22:08,918 - mmaction - INFO - Epoch [251][100/2147] lr: 2.710e-04, eta: 6:01:22, time: 2.523, data_time: 0.012, memory: 16628, top1_acc: 0.6973, top5_acc: 0.8562, loss_cls: 1.2619, loss: 1.2619, grad_norm: 6.7176 2021-01-29 21:22:40,156 - mmaction - INFO - Epoch [251][120/2147] lr: 2.710e-04, eta: 6:00:48, time: 1.555, data_time: 0.020, memory: 16628, top1_acc: 0.6969, top5_acc: 0.8754, loss_cls: 1.2194, loss: 1.2194, grad_norm: 6.7729 2021-01-29 21:23:18,195 - mmaction - INFO - Epoch [251][140/2147] lr: 2.710e-04, eta: 6:00:15, time: 1.905, data_time: 0.032, memory: 16628, top1_acc: 0.6839, top5_acc: 0.8621, loss_cls: 1.2941, loss: 1.2941, grad_norm: 6.8086 2021-01-29 21:23:51,186 - mmaction - INFO - Epoch [251][160/2147] lr: 2.710e-04, eta: 5:59:41, time: 1.650, data_time: 0.016, memory: 16628, top1_acc: 0.7009, top5_acc: 0.8670, loss_cls: 1.2280, loss: 1.2280, grad_norm: 6.7458 2021-01-29 21:24:20,627 - mmaction - INFO - Epoch [251][180/2147] lr: 2.710e-04, eta: 5:59:07, time: 1.475, data_time: 0.011, memory: 16628, top1_acc: 0.7071, top5_acc: 0.8670, loss_cls: 1.2407, loss: 1.2407, grad_norm: 6.7273 2021-01-29 21:24:58,040 - mmaction - INFO - Epoch [251][200/2147] lr: 2.710e-04, eta: 5:58:33, time: 1.864, data_time: 0.007, memory: 16628, top1_acc: 0.6969, top5_acc: 0.8598, loss_cls: 1.2968, loss: 1.2968, grad_norm: 7.2141 2021-01-29 21:25:31,104 - mmaction - INFO - Epoch [251][220/2147] lr: 2.710e-04, eta: 5:57:59, time: 1.661, data_time: 0.018, memory: 16628, top1_acc: 0.7054, top5_acc: 0.8826, loss_cls: 1.1872, loss: 1.1872, grad_norm: 6.7245 2021-01-29 21:26:08,591 - mmaction - INFO - Epoch [251][240/2147] lr: 2.710e-04, eta: 5:57:25, time: 1.871, data_time: 0.039, memory: 16628, top1_acc: 0.7067, top5_acc: 0.8603, loss_cls: 1.2443, loss: 1.2443, grad_norm: 6.6752 2021-01-29 21:26:57,244 - mmaction - INFO - Epoch [251][260/2147] lr: 2.710e-04, eta: 5:56:51, time: 2.430, data_time: 0.174, memory: 16628, top1_acc: 0.7049, top5_acc: 0.8741, loss_cls: 1.2078, loss: 1.2078, grad_norm: 6.9137 2021-01-29 21:27:26,089 - mmaction - INFO - Epoch [251][280/2147] lr: 2.710e-04, eta: 5:56:17, time: 1.448, data_time: 0.016, memory: 16628, top1_acc: 0.7201, top5_acc: 0.8862, loss_cls: 1.1470, loss: 1.1470, grad_norm: 6.7117 2021-01-29 21:27:56,382 - mmaction - INFO - Epoch [251][300/2147] lr: 2.710e-04, eta: 5:55:43, time: 1.512, data_time: 0.006, memory: 16628, top1_acc: 0.6978, top5_acc: 0.8643, loss_cls: 1.2706, loss: 1.2706, grad_norm: 6.7661 2021-01-29 21:28:29,639 - mmaction - INFO - Epoch [251][320/2147] lr: 2.710e-04, eta: 5:55:09, time: 1.663, data_time: 0.007, memory: 16628, top1_acc: 0.6937, top5_acc: 0.8670, loss_cls: 1.2524, loss: 1.2524, grad_norm: 6.7314 2021-01-29 21:29:01,904 - mmaction - INFO - Epoch [251][340/2147] lr: 2.710e-04, eta: 5:54:35, time: 1.616, data_time: 0.012, memory: 16628, top1_acc: 0.7022, top5_acc: 0.8754, loss_cls: 1.2205, loss: 1.2205, grad_norm: 6.8583 2021-01-29 21:29:34,059 - mmaction - INFO - Epoch [251][360/2147] lr: 2.710e-04, eta: 5:54:01, time: 1.598, data_time: 0.005, memory: 16628, top1_acc: 0.7067, top5_acc: 0.8763, loss_cls: 1.2027, loss: 1.2027, grad_norm: 6.7545 2021-01-29 21:30:03,703 - mmaction - INFO - Epoch [251][380/2147] lr: 2.710e-04, eta: 5:53:27, time: 1.492, data_time: 0.033, memory: 16628, top1_acc: 0.7000, top5_acc: 0.8616, loss_cls: 1.2834, loss: 1.2834, grad_norm: 6.7023 2021-01-29 21:30:35,096 - mmaction - INFO - Epoch [251][400/2147] lr: 2.710e-04, eta: 5:52:53, time: 1.566, data_time: 0.006, memory: 16628, top1_acc: 0.7080, top5_acc: 0.8723, loss_cls: 1.2319, loss: 1.2319, grad_norm: 6.7038 2021-01-29 21:31:06,295 - mmaction - INFO - Epoch [251][420/2147] lr: 2.710e-04, eta: 5:52:19, time: 1.566, data_time: 0.012, memory: 16628, top1_acc: 0.7045, top5_acc: 0.8665, loss_cls: 1.2325, loss: 1.2325, grad_norm: 6.6313 2021-01-29 21:31:49,330 - mmaction - INFO - Epoch [251][440/2147] lr: 2.710e-04, eta: 5:51:46, time: 2.143, data_time: 0.003, memory: 16628, top1_acc: 0.7147, top5_acc: 0.8804, loss_cls: 1.1763, loss: 1.1763, grad_norm: 6.5136 2021-01-29 21:32:18,257 - mmaction - INFO - Epoch [251][460/2147] lr: 2.710e-04, eta: 5:51:12, time: 1.455, data_time: 0.013, memory: 16628, top1_acc: 0.7089, top5_acc: 0.8701, loss_cls: 1.2176, loss: 1.2176, grad_norm: 6.6239 2021-01-29 21:32:50,084 - mmaction - INFO - Epoch [251][480/2147] lr: 2.710e-04, eta: 5:50:38, time: 1.586, data_time: 0.003, memory: 16628, top1_acc: 0.7058, top5_acc: 0.8754, loss_cls: 1.2192, loss: 1.2192, grad_norm: 6.8656 2021-01-29 21:33:22,919 - mmaction - INFO - Epoch [251][500/2147] lr: 2.710e-04, eta: 5:50:04, time: 1.646, data_time: 0.011, memory: 16628, top1_acc: 0.6826, top5_acc: 0.8473, loss_cls: 1.3416, loss: 1.3416, grad_norm: 6.7655 2021-01-29 21:33:51,703 - mmaction - INFO - Epoch [251][520/2147] lr: 2.710e-04, eta: 5:49:30, time: 1.439, data_time: 0.008, memory: 16628, top1_acc: 0.7062, top5_acc: 0.8862, loss_cls: 1.1687, loss: 1.1687, grad_norm: 6.5657 2021-01-29 21:34:25,551 - mmaction - INFO - Epoch [251][540/2147] lr: 2.710e-04, eta: 5:48:56, time: 1.692, data_time: 0.007, memory: 16628, top1_acc: 0.6929, top5_acc: 0.8719, loss_cls: 1.2460, loss: 1.2460, grad_norm: 6.8584 2021-01-29 21:34:54,310 - mmaction - INFO - Epoch [251][560/2147] lr: 2.710e-04, eta: 5:48:22, time: 1.441, data_time: 0.005, memory: 16628, top1_acc: 0.7085, top5_acc: 0.8737, loss_cls: 1.2054, loss: 1.2054, grad_norm: 6.6331 2021-01-29 21:35:24,725 - mmaction - INFO - Epoch [251][580/2147] lr: 2.710e-04, eta: 5:47:48, time: 1.521, data_time: 0.003, memory: 16628, top1_acc: 0.7107, top5_acc: 0.8790, loss_cls: 1.1852, loss: 1.1852, grad_norm: 6.7745 2021-01-29 21:35:54,767 - mmaction - INFO - Epoch [251][600/2147] lr: 2.710e-04, eta: 5:47:14, time: 1.502, data_time: 0.002, memory: 16628, top1_acc: 0.6996, top5_acc: 0.8683, loss_cls: 1.2438, loss: 1.2438, grad_norm: 6.8088 2021-01-29 21:36:24,016 - mmaction - INFO - Epoch [251][620/2147] lr: 2.710e-04, eta: 5:46:40, time: 1.462, data_time: 0.004, memory: 16628, top1_acc: 0.7089, top5_acc: 0.8710, loss_cls: 1.2164, loss: 1.2164, grad_norm: 6.6713 2021-01-29 21:37:13,146 - mmaction - INFO - Epoch [251][640/2147] lr: 2.710e-04, eta: 5:46:06, time: 2.451, data_time: 0.006, memory: 16628, top1_acc: 0.7063, top5_acc: 0.8746, loss_cls: 1.2050, loss: 1.2050, grad_norm: 6.7067 2021-01-29 21:37:42,287 - mmaction - INFO - Epoch [251][660/2147] lr: 2.710e-04, eta: 5:45:32, time: 1.463, data_time: 0.010, memory: 16628, top1_acc: 0.7018, top5_acc: 0.8763, loss_cls: 1.2383, loss: 1.2383, grad_norm: 6.9201 2021-01-29 21:38:17,402 - mmaction - INFO - Epoch [251][680/2147] lr: 2.710e-04, eta: 5:44:58, time: 1.752, data_time: 0.003, memory: 16628, top1_acc: 0.7027, top5_acc: 0.8754, loss_cls: 1.2121, loss: 1.2121, grad_norm: 6.8521 2021-01-29 21:38:50,607 - mmaction - INFO - Epoch [251][700/2147] lr: 2.710e-04, eta: 5:44:24, time: 1.658, data_time: 0.010, memory: 16628, top1_acc: 0.7179, top5_acc: 0.8777, loss_cls: 1.1950, loss: 1.1950, grad_norm: 6.5655 2021-01-29 21:39:21,804 - mmaction - INFO - Epoch [251][720/2147] lr: 2.710e-04, eta: 5:43:50, time: 1.559, data_time: 0.010, memory: 16628, top1_acc: 0.6978, top5_acc: 0.8759, loss_cls: 1.2133, loss: 1.2133, grad_norm: 6.6999 2021-01-29 21:39:53,513 - mmaction - INFO - Epoch [251][740/2147] lr: 2.710e-04, eta: 5:43:16, time: 1.590, data_time: 0.030, memory: 16628, top1_acc: 0.7071, top5_acc: 0.8768, loss_cls: 1.2080, loss: 1.2080, grad_norm: 6.5850 2021-01-29 21:40:24,884 - mmaction - INFO - Epoch [251][760/2147] lr: 2.710e-04, eta: 5:42:42, time: 1.571, data_time: 0.006, memory: 16628, top1_acc: 0.7107, top5_acc: 0.8754, loss_cls: 1.1990, loss: 1.1990, grad_norm: 6.7888 2021-01-29 21:40:55,326 - mmaction - INFO - Epoch [251][780/2147] lr: 2.710e-04, eta: 5:42:08, time: 1.520, data_time: 0.019, memory: 16628, top1_acc: 0.7022, top5_acc: 0.8634, loss_cls: 1.2431, loss: 1.2431, grad_norm: 6.6318 2021-01-29 21:41:24,266 - mmaction - INFO - Epoch [251][800/2147] lr: 2.710e-04, eta: 5:41:34, time: 1.449, data_time: 0.004, memory: 16628, top1_acc: 0.6835, top5_acc: 0.8616, loss_cls: 1.2933, loss: 1.2933, grad_norm: 6.9496 2021-01-29 21:41:59,076 - mmaction - INFO - Epoch [251][820/2147] lr: 2.710e-04, eta: 5:41:00, time: 1.737, data_time: 0.002, memory: 16628, top1_acc: 0.7027, top5_acc: 0.8759, loss_cls: 1.2308, loss: 1.2308, grad_norm: 6.9457 2021-01-29 21:42:31,708 - mmaction - INFO - Epoch [251][840/2147] lr: 2.710e-04, eta: 5:40:26, time: 1.634, data_time: 0.005, memory: 16628, top1_acc: 0.7022, top5_acc: 0.8661, loss_cls: 1.2305, loss: 1.2305, grad_norm: 6.6411 2021-01-29 21:43:06,926 - mmaction - INFO - Epoch [251][860/2147] lr: 2.710e-04, eta: 5:39:52, time: 1.761, data_time: 0.011, memory: 16628, top1_acc: 0.7054, top5_acc: 0.8661, loss_cls: 1.2251, loss: 1.2251, grad_norm: 6.6570 2021-01-29 21:43:39,665 - mmaction - INFO - Epoch [251][880/2147] lr: 2.710e-04, eta: 5:39:18, time: 1.631, data_time: 0.005, memory: 16628, top1_acc: 0.7054, top5_acc: 0.8647, loss_cls: 1.2301, loss: 1.2301, grad_norm: 6.7461 2021-01-29 21:44:13,984 - mmaction - INFO - Epoch [251][900/2147] lr: 2.710e-04, eta: 5:38:45, time: 1.721, data_time: 0.009, memory: 16628, top1_acc: 0.7009, top5_acc: 0.8759, loss_cls: 1.2452, loss: 1.2452, grad_norm: 6.9232 2021-01-29 21:44:45,175 - mmaction - INFO - Epoch [251][920/2147] lr: 2.710e-04, eta: 5:38:11, time: 1.561, data_time: 0.005, memory: 16628, top1_acc: 0.7125, top5_acc: 0.8674, loss_cls: 1.2402, loss: 1.2402, grad_norm: 6.6174 2021-01-29 21:45:19,730 - mmaction - INFO - Epoch [251][940/2147] lr: 2.710e-04, eta: 5:37:37, time: 1.722, data_time: 0.007, memory: 16628, top1_acc: 0.6879, top5_acc: 0.8696, loss_cls: 1.2569, loss: 1.2569, grad_norm: 6.7299 2021-01-29 21:45:49,348 - mmaction - INFO - Epoch [251][960/2147] lr: 2.710e-04, eta: 5:37:03, time: 1.485, data_time: 0.018, memory: 16628, top1_acc: 0.7004, top5_acc: 0.8670, loss_cls: 1.2186, loss: 1.2186, grad_norm: 6.7129 2021-01-29 21:46:19,462 - mmaction - INFO - Epoch [251][980/2147] lr: 2.710e-04, eta: 5:36:29, time: 1.506, data_time: 0.005, memory: 16628, top1_acc: 0.7112, top5_acc: 0.8696, loss_cls: 1.2123, loss: 1.2123, grad_norm: 6.7900 2021-01-29 21:46:53,388 - mmaction - INFO - Epoch [251][1000/2147] lr: 2.710e-04, eta: 5:35:55, time: 1.691, data_time: 0.009, memory: 16628, top1_acc: 0.7138, top5_acc: 0.8781, loss_cls: 1.1868, loss: 1.1868, grad_norm: 6.5853 2021-01-29 21:47:22,345 - mmaction - INFO - Epoch [251][1020/2147] lr: 2.710e-04, eta: 5:35:21, time: 1.454, data_time: 0.015, memory: 16628, top1_acc: 0.7000, top5_acc: 0.8665, loss_cls: 1.2697, loss: 1.2697, grad_norm: 6.7058 2021-01-29 21:47:56,025 - mmaction - INFO - Epoch [251][1040/2147] lr: 2.710e-04, eta: 5:34:47, time: 1.686, data_time: 0.006, memory: 16628, top1_acc: 0.7045, top5_acc: 0.8638, loss_cls: 1.2512, loss: 1.2512, grad_norm: 6.5281 2021-01-29 21:48:36,170 - mmaction - INFO - Epoch [251][1060/2147] lr: 2.710e-04, eta: 5:34:13, time: 1.993, data_time: 0.005, memory: 16628, top1_acc: 0.7098, top5_acc: 0.8741, loss_cls: 1.1913, loss: 1.1913, grad_norm: 6.5117 2021-01-29 21:49:05,250 - mmaction - INFO - Epoch [251][1080/2147] lr: 2.710e-04, eta: 5:33:39, time: 1.468, data_time: 0.033, memory: 16628, top1_acc: 0.7174, top5_acc: 0.8710, loss_cls: 1.1918, loss: 1.1918, grad_norm: 6.5571 2021-01-29 21:49:34,169 - mmaction - INFO - Epoch [251][1100/2147] lr: 2.710e-04, eta: 5:33:05, time: 1.446, data_time: 0.005, memory: 16628, top1_acc: 0.7138, top5_acc: 0.8777, loss_cls: 1.1834, loss: 1.1834, grad_norm: 6.6673 2021-01-29 21:50:03,696 - mmaction - INFO - Epoch [251][1120/2147] lr: 2.710e-04, eta: 5:32:31, time: 1.469, data_time: 0.002, memory: 16628, top1_acc: 0.7071, top5_acc: 0.8616, loss_cls: 1.2479, loss: 1.2479, grad_norm: 6.8338 2021-01-29 21:50:32,227 - mmaction - INFO - Epoch [251][1140/2147] lr: 2.710e-04, eta: 5:31:57, time: 1.434, data_time: 0.010, memory: 16628, top1_acc: 0.6969, top5_acc: 0.8754, loss_cls: 1.2265, loss: 1.2265, grad_norm: 6.6732 2021-01-29 21:51:06,051 - mmaction - INFO - Epoch [251][1160/2147] lr: 2.710e-04, eta: 5:31:23, time: 1.680, data_time: 0.013, memory: 16628, top1_acc: 0.6817, top5_acc: 0.8549, loss_cls: 1.3102, loss: 1.3102, grad_norm: 6.9535 2021-01-29 21:51:43,089 - mmaction - INFO - Epoch [251][1180/2147] lr: 2.710e-04, eta: 5:30:49, time: 1.825, data_time: 0.021, memory: 16628, top1_acc: 0.7138, top5_acc: 0.8696, loss_cls: 1.2006, loss: 1.2006, grad_norm: 6.6472 2021-01-29 21:52:15,522 - mmaction - INFO - Epoch [251][1200/2147] lr: 2.710e-04, eta: 5:30:15, time: 1.658, data_time: 0.045, memory: 16628, top1_acc: 0.7067, top5_acc: 0.8670, loss_cls: 1.2254, loss: 1.2254, grad_norm: 6.6530 2021-01-29 21:52:49,772 - mmaction - INFO - Epoch [251][1220/2147] lr: 2.710e-04, eta: 5:29:41, time: 1.714, data_time: 0.007, memory: 16628, top1_acc: 0.7004, top5_acc: 0.8674, loss_cls: 1.2328, loss: 1.2328, grad_norm: 6.8754 2021-01-29 21:53:19,369 - mmaction - INFO - Epoch [251][1240/2147] lr: 2.710e-04, eta: 5:29:07, time: 1.477, data_time: 0.009, memory: 16628, top1_acc: 0.6969, top5_acc: 0.8683, loss_cls: 1.2526, loss: 1.2526, grad_norm: 6.9544 2021-01-29 21:53:49,386 - mmaction - INFO - Epoch [251][1260/2147] lr: 2.710e-04, eta: 5:28:33, time: 1.503, data_time: 0.009, memory: 16628, top1_acc: 0.7179, top5_acc: 0.8772, loss_cls: 1.1684, loss: 1.1684, grad_norm: 6.6011 2021-01-29 21:54:22,642 - mmaction - INFO - Epoch [251][1280/2147] lr: 2.710e-04, eta: 5:27:59, time: 1.644, data_time: 0.004, memory: 16628, top1_acc: 0.7129, top5_acc: 0.8750, loss_cls: 1.1978, loss: 1.1978, grad_norm: 6.6430 2021-01-29 21:54:54,048 - mmaction - INFO - Epoch [251][1300/2147] lr: 2.710e-04, eta: 5:27:25, time: 1.590, data_time: 0.025, memory: 16628, top1_acc: 0.6951, top5_acc: 0.8638, loss_cls: 1.2306, loss: 1.2306, grad_norm: 6.8233 2021-01-29 21:55:29,384 - mmaction - INFO - Epoch [251][1320/2147] lr: 2.710e-04, eta: 5:26:51, time: 1.758, data_time: 0.005, memory: 16628, top1_acc: 0.7112, top5_acc: 0.8638, loss_cls: 1.2361, loss: 1.2361, grad_norm: 6.8300 2021-01-29 21:56:01,484 - mmaction - INFO - Epoch [251][1340/2147] lr: 2.710e-04, eta: 5:26:17, time: 1.607, data_time: 0.012, memory: 16628, top1_acc: 0.7125, top5_acc: 0.8790, loss_cls: 1.1837, loss: 1.1837, grad_norm: 6.7271 2021-01-29 21:56:34,728 - mmaction - INFO - Epoch [251][1360/2147] lr: 2.710e-04, eta: 5:25:43, time: 1.550, data_time: 0.011, memory: 16628, top1_acc: 0.7161, top5_acc: 0.8772, loss_cls: 1.1719, loss: 1.1719, grad_norm: 6.6334 2021-01-29 21:57:13,094 - mmaction - INFO - Epoch [251][1380/2147] lr: 2.710e-04, eta: 5:25:10, time: 2.022, data_time: 0.128, memory: 16628, top1_acc: 0.7022, top5_acc: 0.8839, loss_cls: 1.1893, loss: 1.1893, grad_norm: 6.7506 2021-01-29 21:57:41,919 - mmaction - INFO - Epoch [251][1400/2147] lr: 2.710e-04, eta: 5:24:36, time: 1.457, data_time: 0.022, memory: 16628, top1_acc: 0.6933, top5_acc: 0.8674, loss_cls: 1.2477, loss: 1.2477, grad_norm: 6.8534 2021-01-29 21:58:10,599 - mmaction - INFO - Epoch [251][1420/2147] lr: 2.710e-04, eta: 5:24:01, time: 1.432, data_time: 0.005, memory: 16628, top1_acc: 0.7054, top5_acc: 0.8759, loss_cls: 1.1872, loss: 1.1872, grad_norm: 6.6166 2021-01-29 21:58:41,392 - mmaction - INFO - Epoch [251][1440/2147] lr: 2.710e-04, eta: 5:23:28, time: 1.539, data_time: 0.008, memory: 16628, top1_acc: 0.6893, top5_acc: 0.8741, loss_cls: 1.2335, loss: 1.2335, grad_norm: 6.9110 2021-01-29 21:59:19,844 - mmaction - INFO - Epoch [251][1460/2147] lr: 2.710e-04, eta: 5:22:54, time: 1.916, data_time: 0.005, memory: 16628, top1_acc: 0.6960, top5_acc: 0.8656, loss_cls: 1.2562, loss: 1.2562, grad_norm: 6.8680 2021-01-29 22:00:01,989 - mmaction - INFO - Epoch [251][1480/2147] lr: 2.710e-04, eta: 5:22:20, time: 2.111, data_time: 0.011, memory: 16628, top1_acc: 0.7013, top5_acc: 0.8683, loss_cls: 1.2373, loss: 1.2373, grad_norm: 6.9534 2021-01-29 22:00:36,609 - mmaction - INFO - Epoch [251][1500/2147] lr: 2.710e-04, eta: 5:21:46, time: 1.733, data_time: 0.011, memory: 16628, top1_acc: 0.7094, top5_acc: 0.8647, loss_cls: 1.2416, loss: 1.2416, grad_norm: 6.7510 2021-01-29 22:01:05,848 - mmaction - INFO - Epoch [251][1520/2147] lr: 2.710e-04, eta: 5:21:12, time: 1.465, data_time: 0.008, memory: 16628, top1_acc: 0.7058, top5_acc: 0.8839, loss_cls: 1.1879, loss: 1.1879, grad_norm: 6.8252 2021-01-29 22:01:53,908 - mmaction - INFO - Epoch [251][1540/2147] lr: 2.710e-04, eta: 5:20:38, time: 2.390, data_time: 0.003, memory: 16628, top1_acc: 0.7027, top5_acc: 0.8701, loss_cls: 1.2352, loss: 1.2352, grad_norm: 6.7997 2021-01-29 22:02:32,337 - mmaction - INFO - Epoch [251][1560/2147] lr: 2.710e-04, eta: 5:20:05, time: 1.928, data_time: 0.018, memory: 16628, top1_acc: 0.7018, top5_acc: 0.8714, loss_cls: 1.2073, loss: 1.2073, grad_norm: 6.7805 2021-01-29 22:03:06,831 - mmaction - INFO - Epoch [251][1580/2147] lr: 2.710e-04, eta: 5:19:31, time: 1.716, data_time: 0.029, memory: 16628, top1_acc: 0.7125, top5_acc: 0.8728, loss_cls: 1.1928, loss: 1.1928, grad_norm: 6.7223 2021-01-29 22:03:38,684 - mmaction - INFO - Epoch [251][1600/2147] lr: 2.710e-04, eta: 5:18:57, time: 1.600, data_time: 0.020, memory: 16628, top1_acc: 0.7116, top5_acc: 0.8670, loss_cls: 1.2427, loss: 1.2427, grad_norm: 6.6278 2021-01-29 22:04:11,567 - mmaction - INFO - Epoch [251][1620/2147] lr: 2.710e-04, eta: 5:18:23, time: 1.650, data_time: 0.009, memory: 16628, top1_acc: 0.7031, top5_acc: 0.8652, loss_cls: 1.2578, loss: 1.2578, grad_norm: 6.6089 2021-01-29 22:04:43,256 - mmaction - INFO - Epoch [251][1640/2147] lr: 2.710e-04, eta: 5:17:49, time: 1.584, data_time: 0.004, memory: 16628, top1_acc: 0.6942, top5_acc: 0.8638, loss_cls: 1.2405, loss: 1.2405, grad_norm: 6.6429 2021-01-29 22:05:11,985 - mmaction - INFO - Epoch [251][1660/2147] lr: 2.710e-04, eta: 5:17:15, time: 1.432, data_time: 0.011, memory: 16628, top1_acc: 0.7022, top5_acc: 0.8625, loss_cls: 1.2793, loss: 1.2793, grad_norm: 6.8610 2021-01-29 22:05:43,683 - mmaction - INFO - Epoch [251][1680/2147] lr: 2.710e-04, eta: 5:16:41, time: 1.590, data_time: 0.012, memory: 16628, top1_acc: 0.6964, top5_acc: 0.8714, loss_cls: 1.2533, loss: 1.2533, grad_norm: 6.8009 2021-01-29 22:06:12,573 - mmaction - INFO - Epoch [251][1700/2147] lr: 2.710e-04, eta: 5:16:07, time: 1.445, data_time: 0.004, memory: 16628, top1_acc: 0.7063, top5_acc: 0.8719, loss_cls: 1.2558, loss: 1.2558, grad_norm: 6.7211 2021-01-29 22:06:44,173 - mmaction - INFO - Epoch [251][1720/2147] lr: 2.710e-04, eta: 5:15:33, time: 1.580, data_time: 0.010, memory: 16628, top1_acc: 0.7125, top5_acc: 0.8763, loss_cls: 1.1774, loss: 1.1774, grad_norm: 6.5685 2021-01-29 22:07:15,401 - mmaction - INFO - Epoch [251][1740/2147] lr: 2.710e-04, eta: 5:14:59, time: 1.561, data_time: 0.005, memory: 16628, top1_acc: 0.7143, top5_acc: 0.8723, loss_cls: 1.1798, loss: 1.1798, grad_norm: 6.5542 2021-01-29 22:07:44,069 - mmaction - INFO - Epoch [251][1760/2147] lr: 2.710e-04, eta: 5:14:25, time: 1.432, data_time: 0.013, memory: 16628, top1_acc: 0.6964, top5_acc: 0.8576, loss_cls: 1.2962, loss: 1.2962, grad_norm: 6.8298 2021-01-29 22:08:13,569 - mmaction - INFO - Epoch [251][1780/2147] lr: 2.710e-04, eta: 5:13:51, time: 1.478, data_time: 0.005, memory: 16628, top1_acc: 0.6969, top5_acc: 0.8696, loss_cls: 1.2257, loss: 1.2257, grad_norm: 6.6728 2021-01-29 22:08:44,021 - mmaction - INFO - Epoch [251][1800/2147] lr: 2.710e-04, eta: 5:13:17, time: 1.519, data_time: 0.002, memory: 16628, top1_acc: 0.6911, top5_acc: 0.8741, loss_cls: 1.2226, loss: 1.2226, grad_norm: 6.8697 2021-01-29 22:09:13,047 - mmaction - INFO - Epoch [251][1820/2147] lr: 2.710e-04, eta: 5:12:43, time: 1.450, data_time: 0.009, memory: 16628, top1_acc: 0.7000, top5_acc: 0.8737, loss_cls: 1.2219, loss: 1.2219, grad_norm: 6.6828 2021-01-29 22:09:50,776 - mmaction - INFO - Epoch [251][1840/2147] lr: 2.710e-04, eta: 5:12:09, time: 1.885, data_time: 0.017, memory: 16628, top1_acc: 0.7080, top5_acc: 0.8665, loss_cls: 1.2326, loss: 1.2326, grad_norm: 6.6328 2021-01-29 22:10:23,550 - mmaction - INFO - Epoch [251][1860/2147] lr: 2.710e-04, eta: 5:11:35, time: 1.638, data_time: 0.007, memory: 16628, top1_acc: 0.7156, top5_acc: 0.8732, loss_cls: 1.1918, loss: 1.1918, grad_norm: 6.6186 2021-01-29 22:10:55,829 - mmaction - INFO - Epoch [251][1880/2147] lr: 2.710e-04, eta: 5:11:01, time: 1.609, data_time: 0.007, memory: 16628, top1_acc: 0.7018, top5_acc: 0.8701, loss_cls: 1.2159, loss: 1.2159, grad_norm: 6.5180 2021-01-29 22:11:29,725 - mmaction - INFO - Epoch [251][1900/2147] lr: 2.710e-04, eta: 5:10:27, time: 1.703, data_time: 0.016, memory: 16628, top1_acc: 0.7237, top5_acc: 0.8674, loss_cls: 1.1798, loss: 1.1798, grad_norm: 6.6351 2021-01-29 22:11:59,126 - mmaction - INFO - Epoch [251][1920/2147] lr: 2.710e-04, eta: 5:09:53, time: 1.468, data_time: 0.022, memory: 16628, top1_acc: 0.7054, top5_acc: 0.8750, loss_cls: 1.1923, loss: 1.1923, grad_norm: 6.7351 2021-01-29 22:12:31,316 - mmaction - INFO - Epoch [251][1940/2147] lr: 2.710e-04, eta: 5:09:19, time: 1.605, data_time: 0.007, memory: 16628, top1_acc: 0.7036, top5_acc: 0.8701, loss_cls: 1.2447, loss: 1.2447, grad_norm: 6.7676 2021-01-29 22:13:00,263 - mmaction - INFO - Epoch [251][1960/2147] lr: 2.710e-04, eta: 5:08:45, time: 1.455, data_time: 0.013, memory: 16628, top1_acc: 0.7103, top5_acc: 0.8688, loss_cls: 1.2534, loss: 1.2534, grad_norm: 6.8036 2021-01-29 22:13:30,279 - mmaction - INFO - Epoch [251][1980/2147] lr: 2.710e-04, eta: 5:08:11, time: 1.498, data_time: 0.003, memory: 16628, top1_acc: 0.6991, top5_acc: 0.8759, loss_cls: 1.2263, loss: 1.2263, grad_norm: 6.8926 2021-01-29 22:14:04,270 - mmaction - INFO - Epoch [251][2000/2147] lr: 2.710e-04, eta: 5:07:37, time: 1.692, data_time: 0.009, memory: 16628, top1_acc: 0.7196, top5_acc: 0.8723, loss_cls: 1.1845, loss: 1.1845, grad_norm: 6.5644 2021-01-29 22:14:35,886 - mmaction - INFO - Epoch [251][2020/2147] lr: 2.710e-04, eta: 5:07:03, time: 1.590, data_time: 0.021, memory: 16628, top1_acc: 0.6996, top5_acc: 0.8723, loss_cls: 1.2103, loss: 1.2103, grad_norm: 6.7287 2021-01-29 22:15:04,841 - mmaction - INFO - Epoch [251][2040/2147] lr: 2.710e-04, eta: 5:06:29, time: 1.447, data_time: 0.008, memory: 16628, top1_acc: 0.6830, top5_acc: 0.8571, loss_cls: 1.2998, loss: 1.2998, grad_norm: 6.9635 2021-01-29 22:15:35,045 - mmaction - INFO - Epoch [251][2060/2147] lr: 2.710e-04, eta: 5:05:55, time: 1.512, data_time: 0.012, memory: 16628, top1_acc: 0.7205, top5_acc: 0.8821, loss_cls: 1.1707, loss: 1.1707, grad_norm: 6.6954 2021-01-29 22:16:05,027 - mmaction - INFO - Epoch [251][2080/2147] lr: 2.710e-04, eta: 5:05:21, time: 1.497, data_time: 0.002, memory: 16628, top1_acc: 0.7040, top5_acc: 0.8621, loss_cls: 1.2528, loss: 1.2528, grad_norm: 6.6927 2021-01-29 22:16:46,960 - mmaction - INFO - Epoch [251][2100/2147] lr: 2.710e-04, eta: 5:04:47, time: 1.725, data_time: 0.058, memory: 16628, top1_acc: 0.7031, top5_acc: 0.8594, loss_cls: 1.2416, loss: 1.2416, grad_norm: 6.4470 2021-01-29 22:17:19,664 - mmaction - INFO - Epoch [251][2120/2147] lr: 2.710e-04, eta: 5:04:13, time: 1.999, data_time: 0.390, memory: 16628, top1_acc: 0.7107, top5_acc: 0.8647, loss_cls: 1.2161, loss: 1.2161, grad_norm: 6.7471 2021-01-29 22:17:50,254 - mmaction - INFO - Epoch [251][2140/2147] lr: 2.710e-04, eta: 5:03:39, time: 1.539, data_time: 0.017, memory: 16628, top1_acc: 0.6964, top5_acc: 0.8688, loss_cls: 1.2406, loss: 1.2406, grad_norm: 6.7295 2021-01-29 22:24:35,078 - mmaction - INFO - Epoch [252][20/2147] lr: 1.882e-04, eta: 5:03:00, time: 18.774, data_time: 16.914, memory: 16628, top1_acc: 0.7013, top5_acc: 0.8661, loss_cls: 1.2614, loss: 1.2614, grad_norm: 6.8147 2021-01-29 22:25:40,580 - mmaction - INFO - Epoch [252][40/2147] lr: 1.882e-04, eta: 5:02:27, time: 2.912, data_time: 0.181, memory: 16628, top1_acc: 0.7054, top5_acc: 0.8692, loss_cls: 1.2218, loss: 1.2218, grad_norm: 6.8026 2021-01-29 22:26:26,210 - mmaction - INFO - Epoch [252][60/2147] lr: 1.882e-04, eta: 5:01:53, time: 2.647, data_time: 0.980, memory: 16628, top1_acc: 0.6978, top5_acc: 0.8746, loss_cls: 1.2317, loss: 1.2317, grad_norm: 6.8090 2021-01-29 22:26:58,685 - mmaction - INFO - Epoch [252][80/2147] lr: 1.882e-04, eta: 5:01:19, time: 1.624, data_time: 0.009, memory: 16628, top1_acc: 0.7054, top5_acc: 0.8656, loss_cls: 1.2443, loss: 1.2443, grad_norm: 6.6405 2021-01-29 22:27:30,168 - mmaction - INFO - Epoch [252][100/2147] lr: 1.882e-04, eta: 5:00:45, time: 1.572, data_time: 0.004, memory: 16628, top1_acc: 0.6888, top5_acc: 0.8634, loss_cls: 1.2462, loss: 1.2462, grad_norm: 6.8987 2021-01-29 22:28:00,030 - mmaction - INFO - Epoch [252][120/2147] lr: 1.882e-04, eta: 5:00:11, time: 1.492, data_time: 0.006, memory: 16628, top1_acc: 0.7143, top5_acc: 0.8754, loss_cls: 1.1731, loss: 1.1731, grad_norm: 6.6204 2021-01-29 22:28:31,437 - mmaction - INFO - Epoch [252][140/2147] lr: 1.882e-04, eta: 4:59:37, time: 1.575, data_time: 0.009, memory: 16628, top1_acc: 0.6964, top5_acc: 0.8692, loss_cls: 1.2633, loss: 1.2633, grad_norm: 6.8410 2021-01-29 22:29:04,377 - mmaction - INFO - Epoch [252][160/2147] lr: 1.882e-04, eta: 4:59:03, time: 1.645, data_time: 0.012, memory: 16628, top1_acc: 0.7125, top5_acc: 0.8710, loss_cls: 1.2158, loss: 1.2158, grad_norm: 6.6159 2021-01-29 22:29:36,616 - mmaction - INFO - Epoch [252][180/2147] lr: 1.882e-04, eta: 4:58:29, time: 1.613, data_time: 0.009, memory: 16628, top1_acc: 0.6951, top5_acc: 0.8723, loss_cls: 1.2237, loss: 1.2237, grad_norm: 6.7778 2021-01-29 22:30:05,162 - mmaction - INFO - Epoch [252][200/2147] lr: 1.882e-04, eta: 4:57:55, time: 1.427, data_time: 0.003, memory: 16628, top1_acc: 0.7094, top5_acc: 0.8781, loss_cls: 1.2116, loss: 1.2116, grad_norm: 6.7455 2021-01-29 22:30:37,161 - mmaction - INFO - Epoch [252][220/2147] lr: 1.882e-04, eta: 4:57:21, time: 1.600, data_time: 0.007, memory: 16628, top1_acc: 0.7098, top5_acc: 0.8732, loss_cls: 1.2176, loss: 1.2176, grad_norm: 6.7335 2021-01-29 22:31:06,041 - mmaction - INFO - Epoch [252][240/2147] lr: 1.882e-04, eta: 4:56:47, time: 1.444, data_time: 0.005, memory: 16628, top1_acc: 0.6973, top5_acc: 0.8638, loss_cls: 1.2549, loss: 1.2549, grad_norm: 6.6634 2021-01-29 22:31:39,152 - mmaction - INFO - Epoch [252][260/2147] lr: 1.882e-04, eta: 4:56:13, time: 1.655, data_time: 0.002, memory: 16628, top1_acc: 0.6996, top5_acc: 0.8768, loss_cls: 1.2109, loss: 1.2109, grad_norm: 6.7354 2021-01-29 22:32:17,562 - mmaction - INFO - Epoch [252][280/2147] lr: 1.882e-04, eta: 4:55:39, time: 1.916, data_time: 0.003, memory: 16628, top1_acc: 0.6973, top5_acc: 0.8621, loss_cls: 1.2972, loss: 1.2972, grad_norm: 7.0045 2021-01-29 22:32:48,188 - mmaction - INFO - Epoch [252][300/2147] lr: 1.882e-04, eta: 4:55:05, time: 1.535, data_time: 0.008, memory: 16628, top1_acc: 0.7152, top5_acc: 0.8821, loss_cls: 1.1496, loss: 1.1496, grad_norm: 6.6420 2021-01-29 22:33:21,611 - mmaction - INFO - Epoch [252][320/2147] lr: 1.882e-04, eta: 4:54:31, time: 1.665, data_time: 0.007, memory: 16628, top1_acc: 0.7098, top5_acc: 0.8795, loss_cls: 1.1861, loss: 1.1861, grad_norm: 6.6682 2021-01-29 22:33:52,754 - mmaction - INFO - Epoch [252][340/2147] lr: 1.882e-04, eta: 4:53:57, time: 1.557, data_time: 0.011, memory: 16628, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1591, loss: 1.1591, grad_norm: 6.7500 2021-01-29 22:34:24,290 - mmaction - INFO - Epoch [252][360/2147] lr: 1.882e-04, eta: 4:53:23, time: 1.581, data_time: 0.013, memory: 16628, top1_acc: 0.7040, top5_acc: 0.8768, loss_cls: 1.2209, loss: 1.2209, grad_norm: 6.6451 2021-01-29 22:34:52,916 - mmaction - INFO - Epoch [252][380/2147] lr: 1.882e-04, eta: 4:52:49, time: 1.434, data_time: 0.006, memory: 16628, top1_acc: 0.7031, top5_acc: 0.8772, loss_cls: 1.2082, loss: 1.2082, grad_norm: 6.8342 2021-01-29 22:35:25,011 - mmaction - INFO - Epoch [252][400/2147] lr: 1.882e-04, eta: 4:52:15, time: 1.573, data_time: 0.006, memory: 16628, top1_acc: 0.7161, top5_acc: 0.8763, loss_cls: 1.1966, loss: 1.1966, grad_norm: 6.6845 2021-01-29 22:35:57,047 - mmaction - INFO - Epoch [252][420/2147] lr: 1.882e-04, eta: 4:51:42, time: 1.630, data_time: 0.036, memory: 16628, top1_acc: 0.6942, top5_acc: 0.8688, loss_cls: 1.2342, loss: 1.2342, grad_norm: 6.7645 2021-01-29 22:36:26,584 - mmaction - INFO - Epoch [252][440/2147] lr: 1.882e-04, eta: 4:51:07, time: 1.471, data_time: 0.007, memory: 16628, top1_acc: 0.7018, top5_acc: 0.8585, loss_cls: 1.2959, loss: 1.2959, grad_norm: 6.7572 2021-01-29 22:37:09,379 - mmaction - INFO - Epoch [252][460/2147] lr: 1.882e-04, eta: 4:50:34, time: 2.145, data_time: 0.015, memory: 16628, top1_acc: 0.6982, top5_acc: 0.8692, loss_cls: 1.2488, loss: 1.2488, grad_norm: 6.7999 2021-01-29 22:37:38,669 - mmaction - INFO - Epoch [252][480/2147] lr: 1.882e-04, eta: 4:50:00, time: 1.467, data_time: 0.013, memory: 16628, top1_acc: 0.6808, top5_acc: 0.8674, loss_cls: 1.3091, loss: 1.3091, grad_norm: 7.0220 2021-01-29 22:38:08,140 - mmaction - INFO - Epoch [252][500/2147] lr: 1.882e-04, eta: 4:49:26, time: 1.473, data_time: 0.004, memory: 16628, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.2282, loss: 1.2282, grad_norm: 6.7580 2021-01-29 22:38:36,779 - mmaction - INFO - Epoch [252][520/2147] lr: 1.882e-04, eta: 4:48:52, time: 1.434, data_time: 0.005, memory: 16628, top1_acc: 0.7045, top5_acc: 0.8692, loss_cls: 1.2471, loss: 1.2471, grad_norm: 7.0793 2021-01-29 22:39:09,561 - mmaction - INFO - Epoch [252][540/2147] lr: 1.882e-04, eta: 4:48:18, time: 1.640, data_time: 0.004, memory: 16628, top1_acc: 0.7223, top5_acc: 0.8737, loss_cls: 1.1761, loss: 1.1761, grad_norm: 6.5739 2021-01-29 22:39:40,423 - mmaction - INFO - Epoch [252][560/2147] lr: 1.882e-04, eta: 4:47:44, time: 1.542, data_time: 0.003, memory: 16628, top1_acc: 0.6991, top5_acc: 0.8638, loss_cls: 1.2364, loss: 1.2364, grad_norm: 6.8347 2021-01-29 22:40:14,563 - mmaction - INFO - Epoch [252][580/2147] lr: 1.882e-04, eta: 4:47:10, time: 1.706, data_time: 0.005, memory: 16628, top1_acc: 0.7161, top5_acc: 0.8786, loss_cls: 1.1731, loss: 1.1731, grad_norm: 6.6640 2021-01-29 22:40:48,567 - mmaction - INFO - Epoch [252][600/2147] lr: 1.882e-04, eta: 4:46:36, time: 1.691, data_time: 0.005, memory: 16628, top1_acc: 0.7112, top5_acc: 0.8732, loss_cls: 1.1917, loss: 1.1917, grad_norm: 6.6785 2021-01-29 22:41:20,882 - mmaction - INFO - Epoch [252][620/2147] lr: 1.882e-04, eta: 4:46:02, time: 1.626, data_time: 0.016, memory: 16628, top1_acc: 0.6879, top5_acc: 0.8696, loss_cls: 1.2653, loss: 1.2653, grad_norm: 6.8508 2021-01-29 22:42:04,145 - mmaction - INFO - Epoch [252][640/2147] lr: 1.882e-04, eta: 4:45:28, time: 2.156, data_time: 0.143, memory: 16628, top1_acc: 0.7071, top5_acc: 0.8688, loss_cls: 1.2119, loss: 1.2119, grad_norm: 6.6040 2021-01-29 22:42:33,924 - mmaction - INFO - Epoch [252][660/2147] lr: 1.882e-04, eta: 4:44:54, time: 1.497, data_time: 0.011, memory: 16628, top1_acc: 0.7063, top5_acc: 0.8754, loss_cls: 1.1926, loss: 1.1926, grad_norm: 6.6737 2021-01-29 22:43:04,188 - mmaction - INFO - Epoch [252][680/2147] lr: 1.882e-04, eta: 4:44:20, time: 1.513, data_time: 0.002, memory: 16628, top1_acc: 0.7013, top5_acc: 0.8562, loss_cls: 1.2736, loss: 1.2736, grad_norm: 6.7468 2021-01-29 22:43:33,934 - mmaction - INFO - Epoch [252][700/2147] lr: 1.882e-04, eta: 4:43:46, time: 1.485, data_time: 0.002, memory: 16628, top1_acc: 0.7241, top5_acc: 0.8799, loss_cls: 1.1561, loss: 1.1561, grad_norm: 6.5685 2021-01-29 22:44:04,558 - mmaction - INFO - Epoch [252][720/2147] lr: 1.882e-04, eta: 4:43:12, time: 1.531, data_time: 0.010, memory: 16628, top1_acc: 0.6897, top5_acc: 0.8585, loss_cls: 1.2636, loss: 1.2636, grad_norm: 6.7432 2021-01-29 22:44:35,479 - mmaction - INFO - Epoch [252][740/2147] lr: 1.882e-04, eta: 4:42:38, time: 1.545, data_time: 0.006, memory: 16628, top1_acc: 0.7147, top5_acc: 0.8705, loss_cls: 1.1949, loss: 1.1949, grad_norm: 6.5812 2021-01-29 22:45:04,040 - mmaction - INFO - Epoch [252][760/2147] lr: 1.882e-04, eta: 4:42:04, time: 1.428, data_time: 0.008, memory: 16628, top1_acc: 0.7219, top5_acc: 0.8719, loss_cls: 1.1672, loss: 1.1672, grad_norm: 6.5245 2021-01-29 22:45:36,487 - mmaction - INFO - Epoch [252][780/2147] lr: 1.882e-04, eta: 4:41:30, time: 1.624, data_time: 0.005, memory: 16628, top1_acc: 0.7036, top5_acc: 0.8607, loss_cls: 1.2480, loss: 1.2480, grad_norm: 6.8107 2021-01-29 22:46:05,492 - mmaction - INFO - Epoch [252][800/2147] lr: 1.882e-04, eta: 4:40:56, time: 1.448, data_time: 0.006, memory: 16628, top1_acc: 0.7112, top5_acc: 0.8777, loss_cls: 1.1952, loss: 1.1952, grad_norm: 6.8805 2021-01-29 22:46:34,658 - mmaction - INFO - Epoch [252][820/2147] lr: 1.882e-04, eta: 4:40:22, time: 1.461, data_time: 0.006, memory: 16628, top1_acc: 0.7094, top5_acc: 0.8705, loss_cls: 1.2102, loss: 1.2102, grad_norm: 6.6382 2021-01-29 22:47:12,634 - mmaction - INFO - Epoch [252][840/2147] lr: 1.882e-04, eta: 4:39:48, time: 1.892, data_time: 0.014, memory: 16628, top1_acc: 0.7080, top5_acc: 0.8768, loss_cls: 1.1751, loss: 1.1751, grad_norm: 6.6562 2021-01-29 22:47:41,334 - mmaction - INFO - Epoch [252][860/2147] lr: 1.882e-04, eta: 4:39:14, time: 1.442, data_time: 0.010, memory: 16628, top1_acc: 0.7089, top5_acc: 0.8527, loss_cls: 1.2648, loss: 1.2648, grad_norm: 6.8315 2021-01-29 22:48:15,011 - mmaction - INFO - Epoch [252][880/2147] lr: 1.882e-04, eta: 4:38:40, time: 1.678, data_time: 0.007, memory: 16628, top1_acc: 0.6973, top5_acc: 0.8625, loss_cls: 1.2645, loss: 1.2645, grad_norm: 6.9198 2021-01-29 22:48:47,822 - mmaction - INFO - Epoch [252][900/2147] lr: 1.882e-04, eta: 4:38:06, time: 1.643, data_time: 0.015, memory: 16628, top1_acc: 0.7085, top5_acc: 0.8701, loss_cls: 1.2101, loss: 1.2101, grad_norm: 6.8356 2021-01-29 22:49:17,324 - mmaction - INFO - Epoch [252][920/2147] lr: 1.882e-04, eta: 4:37:32, time: 1.479, data_time: 0.006, memory: 16628, top1_acc: 0.7210, top5_acc: 0.8808, loss_cls: 1.1634, loss: 1.1634, grad_norm: 6.5967 2021-01-29 22:49:48,623 - mmaction - INFO - Epoch [252][940/2147] lr: 1.882e-04, eta: 4:36:58, time: 1.561, data_time: 0.002, memory: 16628, top1_acc: 0.7049, top5_acc: 0.8616, loss_cls: 1.2114, loss: 1.2114, grad_norm: 6.7394 2021-01-29 22:50:18,738 - mmaction - INFO - Epoch [252][960/2147] lr: 1.882e-04, eta: 4:36:24, time: 1.506, data_time: 0.008, memory: 16628, top1_acc: 0.7071, top5_acc: 0.8670, loss_cls: 1.2479, loss: 1.2479, grad_norm: 6.8431 2021-01-29 22:50:50,062 - mmaction - INFO - Epoch [252][980/2147] lr: 1.882e-04, eta: 4:35:50, time: 1.570, data_time: 0.009, memory: 16628, top1_acc: 0.6937, top5_acc: 0.8629, loss_cls: 1.2660, loss: 1.2660, grad_norm: 6.8423 2021-01-29 22:51:24,131 - mmaction - INFO - Epoch [252][1000/2147] lr: 1.882e-04, eta: 4:35:16, time: 1.695, data_time: 0.003, memory: 16628, top1_acc: 0.6830, top5_acc: 0.8504, loss_cls: 1.3055, loss: 1.3055, grad_norm: 6.9159 2021-01-29 22:51:57,888 - mmaction - INFO - Epoch [252][1020/2147] lr: 1.882e-04, eta: 4:34:42, time: 1.693, data_time: 0.022, memory: 16628, top1_acc: 0.6964, top5_acc: 0.8656, loss_cls: 1.2695, loss: 1.2695, grad_norm: 7.1256 2021-01-29 22:52:35,449 - mmaction - INFO - Epoch [252][1040/2147] lr: 1.882e-04, eta: 4:34:09, time: 1.879, data_time: 0.009, memory: 16628, top1_acc: 0.6942, top5_acc: 0.8594, loss_cls: 1.2610, loss: 1.2610, grad_norm: 6.6256 2021-01-29 22:53:04,197 - mmaction - INFO - Epoch [252][1060/2147] lr: 1.882e-04, eta: 4:33:35, time: 1.439, data_time: 0.007, memory: 16628, top1_acc: 0.6897, top5_acc: 0.8567, loss_cls: 1.2971, loss: 1.2971, grad_norm: 6.9114 2021-01-29 22:53:35,301 - mmaction - INFO - Epoch [252][1080/2147] lr: 1.882e-04, eta: 4:33:01, time: 1.551, data_time: 0.003, memory: 16628, top1_acc: 0.7121, top5_acc: 0.8692, loss_cls: 1.2408, loss: 1.2408, grad_norm: 6.6428 2021-01-29 22:54:04,039 - mmaction - INFO - Epoch [252][1100/2147] lr: 1.882e-04, eta: 4:32:27, time: 1.440, data_time: 0.012, memory: 16628, top1_acc: 0.7063, top5_acc: 0.8647, loss_cls: 1.2117, loss: 1.2117, grad_norm: 6.7745 2021-01-29 22:54:35,408 - mmaction - INFO - Epoch [252][1120/2147] lr: 1.882e-04, eta: 4:31:53, time: 1.571, data_time: 0.007, memory: 16628, top1_acc: 0.7147, top5_acc: 0.8746, loss_cls: 1.1922, loss: 1.1922, grad_norm: 6.6584 2021-01-29 22:55:08,314 - mmaction - INFO - Epoch [252][1140/2147] lr: 1.882e-04, eta: 4:31:19, time: 1.646, data_time: 0.004, memory: 16628, top1_acc: 0.7022, top5_acc: 0.8710, loss_cls: 1.2359, loss: 1.2359, grad_norm: 6.7585 2021-01-29 22:55:40,473 - mmaction - INFO - Epoch [252][1160/2147] lr: 1.882e-04, eta: 4:30:45, time: 1.604, data_time: 0.001, memory: 16628, top1_acc: 0.7187, top5_acc: 0.8759, loss_cls: 1.1918, loss: 1.1918, grad_norm: 6.6955 2021-01-29 22:56:10,175 - mmaction - INFO - Epoch [252][1180/2147] lr: 1.882e-04, eta: 4:30:11, time: 1.479, data_time: 0.011, memory: 16628, top1_acc: 0.6978, top5_acc: 0.8634, loss_cls: 1.2318, loss: 1.2318, grad_norm: 6.7344 2021-01-29 22:56:55,510 - mmaction - INFO - Epoch [252][1200/2147] lr: 1.882e-04, eta: 4:29:37, time: 2.273, data_time: 0.026, memory: 16628, top1_acc: 0.6920, top5_acc: 0.8643, loss_cls: 1.2617, loss: 1.2617, grad_norm: 6.7884 2021-01-29 22:57:31,812 - mmaction - INFO - Epoch [252][1220/2147] lr: 1.882e-04, eta: 4:29:03, time: 1.815, data_time: 0.004, memory: 16628, top1_acc: 0.7040, top5_acc: 0.8656, loss_cls: 1.2231, loss: 1.2231, grad_norm: 6.7741 2021-01-29 22:58:05,964 - mmaction - INFO - Epoch [252][1240/2147] lr: 1.882e-04, eta: 4:28:29, time: 1.708, data_time: 0.015, memory: 16628, top1_acc: 0.7036, top5_acc: 0.8638, loss_cls: 1.2450, loss: 1.2450, grad_norm: 6.6958 2021-01-29 22:58:37,653 - mmaction - INFO - Epoch [252][1260/2147] lr: 1.882e-04, eta: 4:27:55, time: 1.588, data_time: 0.008, memory: 16628, top1_acc: 0.7045, top5_acc: 0.8683, loss_cls: 1.2252, loss: 1.2252, grad_norm: 6.7604 2021-01-29 22:59:06,464 - mmaction - INFO - Epoch [252][1280/2147] lr: 1.882e-04, eta: 4:27:21, time: 1.440, data_time: 0.003, memory: 16628, top1_acc: 0.7121, top5_acc: 0.8768, loss_cls: 1.1650, loss: 1.1650, grad_norm: 6.4716 2021-01-29 22:59:35,121 - mmaction - INFO - Epoch [252][1300/2147] lr: 1.882e-04, eta: 4:26:47, time: 1.432, data_time: 0.003, memory: 16628, top1_acc: 0.7004, top5_acc: 0.8790, loss_cls: 1.2035, loss: 1.2035, grad_norm: 6.8560 2021-01-29 23:00:04,153 - mmaction - INFO - Epoch [252][1320/2147] lr: 1.882e-04, eta: 4:26:13, time: 1.446, data_time: 0.004, memory: 16628, top1_acc: 0.7098, top5_acc: 0.8746, loss_cls: 1.1731, loss: 1.1731, grad_norm: 6.5922 2021-01-29 23:00:33,239 - mmaction - INFO - Epoch [252][1340/2147] lr: 1.882e-04, eta: 4:25:39, time: 1.459, data_time: 0.008, memory: 16628, top1_acc: 0.6955, top5_acc: 0.8701, loss_cls: 1.2461, loss: 1.2461, grad_norm: 6.7775 2021-01-29 23:01:02,576 - mmaction - INFO - Epoch [252][1360/2147] lr: 1.882e-04, eta: 4:25:05, time: 1.466, data_time: 0.009, memory: 16628, top1_acc: 0.7138, top5_acc: 0.8723, loss_cls: 1.1830, loss: 1.1830, grad_norm: 6.6487 2021-01-29 23:01:31,803 - mmaction - INFO - Epoch [252][1380/2147] lr: 1.882e-04, eta: 4:24:31, time: 1.458, data_time: 0.005, memory: 16628, top1_acc: 0.7022, top5_acc: 0.8692, loss_cls: 1.2131, loss: 1.2131, grad_norm: 6.5846 2021-01-29 23:02:11,302 - mmaction - INFO - Epoch [252][1400/2147] lr: 1.882e-04, eta: 4:23:57, time: 1.980, data_time: 0.017, memory: 16628, top1_acc: 0.6804, top5_acc: 0.8607, loss_cls: 1.2978, loss: 1.2978, grad_norm: 7.0038 2021-01-29 23:02:42,235 - mmaction - INFO - Epoch [252][1420/2147] lr: 1.882e-04, eta: 4:23:23, time: 1.547, data_time: 0.003, memory: 16628, top1_acc: 0.7107, top5_acc: 0.8674, loss_cls: 1.2498, loss: 1.2498, grad_norm: 6.7966 2021-01-29 23:03:14,930 - mmaction - INFO - Epoch [252][1440/2147] lr: 1.882e-04, eta: 4:22:49, time: 1.633, data_time: 0.007, memory: 16628, top1_acc: 0.7187, top5_acc: 0.8857, loss_cls: 1.1519, loss: 1.1519, grad_norm: 6.5278 2021-01-29 23:03:48,673 - mmaction - INFO - Epoch [252][1460/2147] lr: 1.882e-04, eta: 4:22:15, time: 1.677, data_time: 0.008, memory: 16628, top1_acc: 0.6951, top5_acc: 0.8585, loss_cls: 1.2720, loss: 1.2720, grad_norm: 6.8558 2021-01-29 23:04:18,645 - mmaction - INFO - Epoch [252][1480/2147] lr: 1.882e-04, eta: 4:21:41, time: 1.507, data_time: 0.017, memory: 16628, top1_acc: 0.7067, top5_acc: 0.8763, loss_cls: 1.2164, loss: 1.2164, grad_norm: 6.8246 2021-01-29 23:04:49,066 - mmaction - INFO - Epoch [252][1500/2147] lr: 1.882e-04, eta: 4:21:07, time: 1.525, data_time: 0.006, memory: 16628, top1_acc: 0.7098, top5_acc: 0.8705, loss_cls: 1.2369, loss: 1.2369, grad_norm: 6.9582 2021-01-29 23:05:19,789 - mmaction - INFO - Epoch [252][1520/2147] lr: 1.882e-04, eta: 4:20:33, time: 1.535, data_time: 0.005, memory: 16628, top1_acc: 0.7036, top5_acc: 0.8634, loss_cls: 1.2571, loss: 1.2571, grad_norm: 6.7404 2021-01-29 23:05:50,382 - mmaction - INFO - Epoch [252][1540/2147] lr: 1.882e-04, eta: 4:19:59, time: 1.529, data_time: 0.005, memory: 16628, top1_acc: 0.7040, top5_acc: 0.8746, loss_cls: 1.2102, loss: 1.2102, grad_norm: 6.7942 2021-01-29 23:06:22,023 - mmaction - INFO - Epoch [252][1560/2147] lr: 1.882e-04, eta: 4:19:25, time: 1.583, data_time: 0.008, memory: 16628, top1_acc: 0.6960, top5_acc: 0.8607, loss_cls: 1.2614, loss: 1.2614, grad_norm: 6.9701 2021-01-29 23:07:07,983 - mmaction - INFO - Epoch [252][1580/2147] lr: 1.882e-04, eta: 4:18:52, time: 2.298, data_time: 0.007, memory: 16628, top1_acc: 0.7112, top5_acc: 0.8670, loss_cls: 1.2347, loss: 1.2347, grad_norm: 6.9602 2021-01-29 23:07:43,052 - mmaction - INFO - Epoch [252][1600/2147] lr: 1.882e-04, eta: 4:18:18, time: 1.752, data_time: 0.010, memory: 16628, top1_acc: 0.7067, top5_acc: 0.8804, loss_cls: 1.1809, loss: 1.1809, grad_norm: 6.7081 2021-01-29 23:08:21,800 - mmaction - INFO - Epoch [252][1620/2147] lr: 1.882e-04, eta: 4:17:44, time: 1.939, data_time: 0.011, memory: 16628, top1_acc: 0.6897, top5_acc: 0.8723, loss_cls: 1.2717, loss: 1.2717, grad_norm: 6.8898 2021-01-29 23:08:53,610 - mmaction - INFO - Epoch [252][1640/2147] lr: 1.882e-04, eta: 4:17:10, time: 1.582, data_time: 0.005, memory: 16628, top1_acc: 0.7129, top5_acc: 0.8839, loss_cls: 1.1907, loss: 1.1907, grad_norm: 6.7555 2021-01-29 23:09:25,235 - mmaction - INFO - Epoch [252][1660/2147] lr: 1.882e-04, eta: 4:16:36, time: 1.589, data_time: 0.021, memory: 16628, top1_acc: 0.6996, top5_acc: 0.8679, loss_cls: 1.2435, loss: 1.2435, grad_norm: 6.8134 2021-01-29 23:09:54,300 - mmaction - INFO - Epoch [252][1680/2147] lr: 1.882e-04, eta: 4:16:02, time: 1.454, data_time: 0.008, memory: 16628, top1_acc: 0.6987, top5_acc: 0.8638, loss_cls: 1.2664, loss: 1.2664, grad_norm: 6.8029 2021-01-29 23:10:30,989 - mmaction - INFO - Epoch [252][1700/2147] lr: 1.882e-04, eta: 4:15:28, time: 1.834, data_time: 0.006, memory: 16628, top1_acc: 0.7045, top5_acc: 0.8710, loss_cls: 1.2086, loss: 1.2086, grad_norm: 6.8053 2021-01-29 23:11:04,601 - mmaction - INFO - Epoch [252][1720/2147] lr: 1.882e-04, eta: 4:14:54, time: 1.682, data_time: 0.009, memory: 16628, top1_acc: 0.6987, top5_acc: 0.8656, loss_cls: 1.2367, loss: 1.2367, grad_norm: 6.8882 2021-01-29 23:11:38,705 - mmaction - INFO - Epoch [252][1740/2147] lr: 1.882e-04, eta: 4:14:20, time: 1.703, data_time: 0.009, memory: 16628, top1_acc: 0.7121, top5_acc: 0.8763, loss_cls: 1.1955, loss: 1.1955, grad_norm: 6.5793 2021-01-29 23:12:14,441 - mmaction - INFO - Epoch [252][1760/2147] lr: 1.882e-04, eta: 4:13:46, time: 1.792, data_time: 0.008, memory: 16628, top1_acc: 0.6973, top5_acc: 0.8692, loss_cls: 1.2385, loss: 1.2385, grad_norm: 6.8495 2021-01-29 23:12:47,003 - mmaction - INFO - Epoch [252][1780/2147] lr: 1.882e-04, eta: 4:13:12, time: 1.624, data_time: 0.002, memory: 16628, top1_acc: 0.7156, top5_acc: 0.8754, loss_cls: 1.1695, loss: 1.1695, grad_norm: 6.5904 2021-01-29 23:13:20,084 - mmaction - INFO - Epoch [252][1800/2147] lr: 1.882e-04, eta: 4:12:38, time: 1.655, data_time: 0.008, memory: 16628, top1_acc: 0.7027, top5_acc: 0.8786, loss_cls: 1.1993, loss: 1.1993, grad_norm: 6.7983 2021-01-29 23:13:50,190 - mmaction - INFO - Epoch [252][1820/2147] lr: 1.882e-04, eta: 4:12:04, time: 1.506, data_time: 0.006, memory: 16628, top1_acc: 0.6978, top5_acc: 0.8647, loss_cls: 1.2658, loss: 1.2658, grad_norm: 6.8830 2021-01-29 23:14:21,016 - mmaction - INFO - Epoch [252][1840/2147] lr: 1.882e-04, eta: 4:11:30, time: 1.540, data_time: 0.012, memory: 16628, top1_acc: 0.7018, top5_acc: 0.8638, loss_cls: 1.2396, loss: 1.2396, grad_norm: 6.7422 2021-01-29 23:14:53,722 - mmaction - INFO - Epoch [252][1860/2147] lr: 1.882e-04, eta: 4:10:56, time: 1.633, data_time: 0.006, memory: 16628, top1_acc: 0.6982, top5_acc: 0.8558, loss_cls: 1.2899, loss: 1.2899, grad_norm: 6.6641 2021-01-29 23:15:23,460 - mmaction - INFO - Epoch [252][1880/2147] lr: 1.882e-04, eta: 4:10:22, time: 1.489, data_time: 0.011, memory: 16628, top1_acc: 0.6973, top5_acc: 0.8638, loss_cls: 1.2802, loss: 1.2802, grad_norm: 6.9957 2021-01-29 23:15:52,486 - mmaction - INFO - Epoch [252][1900/2147] lr: 1.882e-04, eta: 4:09:48, time: 1.453, data_time: 0.006, memory: 16628, top1_acc: 0.7210, top5_acc: 0.8696, loss_cls: 1.1769, loss: 1.1769, grad_norm: 6.6733 2021-01-29 23:16:24,016 - mmaction - INFO - Epoch [252][1920/2147] lr: 1.882e-04, eta: 4:09:14, time: 1.576, data_time: 0.002, memory: 16628, top1_acc: 0.7321, top5_acc: 0.8808, loss_cls: 1.1544, loss: 1.1544, grad_norm: 6.5754 2021-01-29 23:17:00,740 - mmaction - INFO - Epoch [252][1940/2147] lr: 1.882e-04, eta: 4:08:41, time: 1.837, data_time: 0.011, memory: 16628, top1_acc: 0.7022, top5_acc: 0.8728, loss_cls: 1.2314, loss: 1.2314, grad_norm: 6.8707 2021-01-29 23:17:29,840 - mmaction - INFO - Epoch [252][1960/2147] lr: 1.882e-04, eta: 4:08:07, time: 1.451, data_time: 0.001, memory: 16628, top1_acc: 0.7049, top5_acc: 0.8656, loss_cls: 1.2483, loss: 1.2483, grad_norm: 6.6600 2021-01-29 23:18:00,404 - mmaction - INFO - Epoch [252][1980/2147] lr: 1.882e-04, eta: 4:07:33, time: 1.532, data_time: 0.006, memory: 16628, top1_acc: 0.7045, top5_acc: 0.8705, loss_cls: 1.2023, loss: 1.2023, grad_norm: 6.7156 2021-01-29 23:18:31,782 - mmaction - INFO - Epoch [252][2000/2147] lr: 1.882e-04, eta: 4:06:59, time: 1.567, data_time: 0.007, memory: 16628, top1_acc: 0.7116, top5_acc: 0.8772, loss_cls: 1.2089, loss: 1.2089, grad_norm: 6.8656 2021-01-29 23:19:05,264 - mmaction - INFO - Epoch [252][2020/2147] lr: 1.882e-04, eta: 4:06:25, time: 1.673, data_time: 0.007, memory: 16628, top1_acc: 0.7045, top5_acc: 0.8661, loss_cls: 1.2395, loss: 1.2395, grad_norm: 6.8760 2021-01-29 23:19:33,924 - mmaction - INFO - Epoch [252][2040/2147] lr: 1.882e-04, eta: 4:05:51, time: 1.431, data_time: 0.009, memory: 16628, top1_acc: 0.6964, top5_acc: 0.8625, loss_cls: 1.2732, loss: 1.2732, grad_norm: 6.7112 2021-01-29 23:20:04,696 - mmaction - INFO - Epoch [252][2060/2147] lr: 1.882e-04, eta: 4:05:17, time: 1.541, data_time: 0.008, memory: 16628, top1_acc: 0.6969, top5_acc: 0.8643, loss_cls: 1.2513, loss: 1.2513, grad_norm: 6.8402 2021-01-29 23:20:35,574 - mmaction - INFO - Epoch [252][2080/2147] lr: 1.882e-04, eta: 4:04:43, time: 1.544, data_time: 0.007, memory: 16628, top1_acc: 0.7156, top5_acc: 0.8777, loss_cls: 1.1752, loss: 1.1752, grad_norm: 6.7113 2021-01-29 23:21:06,594 - mmaction - INFO - Epoch [252][2100/2147] lr: 1.882e-04, eta: 4:04:09, time: 1.546, data_time: 0.005, memory: 16628, top1_acc: 0.7040, top5_acc: 0.8763, loss_cls: 1.2296, loss: 1.2296, grad_norm: 6.9178 2021-01-29 23:21:36,978 - mmaction - INFO - Epoch [252][2120/2147] lr: 1.882e-04, eta: 4:03:35, time: 1.516, data_time: 0.012, memory: 16628, top1_acc: 0.6946, top5_acc: 0.8652, loss_cls: 1.2855, loss: 1.2855, grad_norm: 6.9379 2021-01-29 23:22:12,531 - mmaction - INFO - Epoch [252][2140/2147] lr: 1.882e-04, eta: 4:03:01, time: 1.781, data_time: 0.017, memory: 16628, top1_acc: 0.7201, top5_acc: 0.8728, loss_cls: 1.1829, loss: 1.1829, grad_norm: 6.5498 2021-01-29 23:22:40,785 - mmaction - INFO - Saving checkpoint at 252 epochs 2021-01-29 23:28:35,246 - mmaction - INFO - Epoch [253][20/2147] lr: 1.205e-04, eta: 4:02:20, time: 17.548, data_time: 15.696, memory: 16628, top1_acc: 0.7036, top5_acc: 0.8830, loss_cls: 1.1839, loss: 1.1839, grad_norm: 6.8072 2021-01-29 23:29:06,279 - mmaction - INFO - Epoch [253][40/2147] lr: 1.205e-04, eta: 4:01:46, time: 1.552, data_time: 0.007, memory: 16628, top1_acc: 0.7063, top5_acc: 0.8746, loss_cls: 1.2043, loss: 1.2043, grad_norm: 6.6488 2021-01-29 23:29:36,718 - mmaction - INFO - Epoch [253][60/2147] lr: 1.205e-04, eta: 4:01:12, time: 1.522, data_time: 0.004, memory: 16628, top1_acc: 0.7308, top5_acc: 0.8795, loss_cls: 1.1435, loss: 1.1435, grad_norm: 6.6020 2021-01-29 23:30:05,403 - mmaction - INFO - Epoch [253][80/2147] lr: 1.205e-04, eta: 4:00:38, time: 1.435, data_time: 0.011, memory: 16628, top1_acc: 0.7192, top5_acc: 0.8750, loss_cls: 1.1780, loss: 1.1780, grad_norm: 6.5621 2021-01-29 23:30:34,887 - mmaction - INFO - Epoch [253][100/2147] lr: 1.205e-04, eta: 4:00:04, time: 1.475, data_time: 0.007, memory: 16628, top1_acc: 0.6929, top5_acc: 0.8679, loss_cls: 1.2792, loss: 1.2792, grad_norm: 6.8615 2021-01-29 23:31:03,596 - mmaction - INFO - Epoch [253][120/2147] lr: 1.205e-04, eta: 3:59:30, time: 1.435, data_time: 0.006, memory: 16628, top1_acc: 0.7121, top5_acc: 0.8737, loss_cls: 1.2155, loss: 1.2155, grad_norm: 6.4389 2021-01-29 23:31:35,156 - mmaction - INFO - Epoch [253][140/2147] lr: 1.205e-04, eta: 3:58:56, time: 1.441, data_time: 0.002, memory: 16628, top1_acc: 0.7013, top5_acc: 0.8777, loss_cls: 1.1971, loss: 1.1971, grad_norm: 6.7010 2021-01-29 23:32:04,156 - mmaction - INFO - Epoch [253][160/2147] lr: 1.205e-04, eta: 3:58:22, time: 1.588, data_time: 0.145, memory: 16628, top1_acc: 0.7138, top5_acc: 0.8652, loss_cls: 1.2120, loss: 1.2120, grad_norm: 6.6597 2021-01-29 23:32:38,580 - mmaction - INFO - Epoch [253][180/2147] lr: 1.205e-04, eta: 3:57:48, time: 1.717, data_time: 0.005, memory: 16628, top1_acc: 0.6951, top5_acc: 0.8594, loss_cls: 1.2821, loss: 1.2821, grad_norm: 6.9843 2021-01-29 23:33:11,564 - mmaction - INFO - Epoch [253][200/2147] lr: 1.205e-04, eta: 3:57:14, time: 1.651, data_time: 0.008, memory: 16628, top1_acc: 0.7165, top5_acc: 0.8719, loss_cls: 1.2020, loss: 1.2020, grad_norm: 6.8319 2021-01-29 23:33:41,026 - mmaction - INFO - Epoch [253][220/2147] lr: 1.205e-04, eta: 3:56:40, time: 1.475, data_time: 0.004, memory: 16628, top1_acc: 0.7040, top5_acc: 0.8737, loss_cls: 1.2370, loss: 1.2370, grad_norm: 6.7137 2021-01-29 23:34:13,540 - mmaction - INFO - Epoch [253][240/2147] lr: 1.205e-04, eta: 3:56:06, time: 1.624, data_time: 0.010, memory: 16628, top1_acc: 0.7009, top5_acc: 0.8638, loss_cls: 1.2530, loss: 1.2530, grad_norm: 6.8698 2021-01-29 23:34:43,765 - mmaction - INFO - Epoch [253][260/2147] lr: 1.205e-04, eta: 3:55:32, time: 1.512, data_time: 0.008, memory: 16628, top1_acc: 0.6955, top5_acc: 0.8737, loss_cls: 1.2283, loss: 1.2283, grad_norm: 6.8066 2021-01-29 23:35:15,017 - mmaction - INFO - Epoch [253][280/2147] lr: 1.205e-04, eta: 3:54:58, time: 1.559, data_time: 0.004, memory: 16628, top1_acc: 0.6933, top5_acc: 0.8696, loss_cls: 1.2201, loss: 1.2201, grad_norm: 6.7931 2021-01-29 23:35:44,809 - mmaction - INFO - Epoch [253][300/2147] lr: 1.205e-04, eta: 3:54:24, time: 1.491, data_time: 0.006, memory: 16628, top1_acc: 0.7138, top5_acc: 0.8763, loss_cls: 1.1916, loss: 1.1916, grad_norm: 6.6988 2021-01-29 23:36:13,418 - mmaction - INFO - Epoch [253][320/2147] lr: 1.205e-04, eta: 3:53:50, time: 1.433, data_time: 0.004, memory: 16628, top1_acc: 0.7000, top5_acc: 0.8705, loss_cls: 1.2162, loss: 1.2162, grad_norm: 6.6005 2021-01-29 23:36:56,774 - mmaction - INFO - Epoch [253][340/2147] lr: 1.205e-04, eta: 3:53:16, time: 2.160, data_time: 0.007, memory: 16628, top1_acc: 0.7121, top5_acc: 0.8714, loss_cls: 1.2104, loss: 1.2104, grad_norm: 6.8468 2021-01-29 23:37:27,121 - mmaction - INFO - Epoch [253][360/2147] lr: 1.205e-04, eta: 3:52:42, time: 1.525, data_time: 0.013, memory: 16628, top1_acc: 0.7031, top5_acc: 0.8656, loss_cls: 1.2531, loss: 1.2531, grad_norm: 6.8435 2021-01-29 23:38:00,120 - mmaction - INFO - Epoch [253][380/2147] lr: 1.205e-04, eta: 3:52:08, time: 1.648, data_time: 0.004, memory: 16628, top1_acc: 0.7027, top5_acc: 0.8737, loss_cls: 1.2168, loss: 1.2168, grad_norm: 6.8651 2021-01-29 23:38:32,577 - mmaction - INFO - Epoch [253][400/2147] lr: 1.205e-04, eta: 3:51:34, time: 1.621, data_time: 0.010, memory: 16628, top1_acc: 0.7112, top5_acc: 0.8728, loss_cls: 1.2033, loss: 1.2033, grad_norm: 6.8276 2021-01-29 23:39:07,795 - mmaction - INFO - Epoch [253][420/2147] lr: 1.205e-04, eta: 3:51:00, time: 1.763, data_time: 0.023, memory: 16628, top1_acc: 0.6982, top5_acc: 0.8746, loss_cls: 1.1994, loss: 1.1994, grad_norm: 6.8176 2021-01-29 23:39:41,672 - mmaction - INFO - Epoch [253][440/2147] lr: 1.205e-04, eta: 3:50:26, time: 1.695, data_time: 0.009, memory: 16628, top1_acc: 0.7103, top5_acc: 0.8670, loss_cls: 1.1954, loss: 1.1954, grad_norm: 6.6733 2021-01-29 23:40:12,805 - mmaction - INFO - Epoch [253][460/2147] lr: 1.205e-04, eta: 3:49:52, time: 1.558, data_time: 0.005, memory: 16628, top1_acc: 0.7049, top5_acc: 0.8679, loss_cls: 1.2640, loss: 1.2640, grad_norm: 6.6499 2021-01-29 23:40:43,876 - mmaction - INFO - Epoch [253][480/2147] lr: 1.205e-04, eta: 3:49:18, time: 1.548, data_time: 0.009, memory: 16628, top1_acc: 0.7063, top5_acc: 0.8567, loss_cls: 1.2587, loss: 1.2587, grad_norm: 6.8453 2021-01-29 23:41:14,691 - mmaction - INFO - Epoch [253][500/2147] lr: 1.205e-04, eta: 3:48:44, time: 1.543, data_time: 0.012, memory: 16628, top1_acc: 0.7040, top5_acc: 0.8701, loss_cls: 1.2438, loss: 1.2438, grad_norm: 6.9357 2021-01-29 23:41:51,250 - mmaction - INFO - Epoch [253][520/2147] lr: 1.205e-04, eta: 3:48:11, time: 1.829, data_time: 0.007, memory: 16628, top1_acc: 0.7045, top5_acc: 0.8777, loss_cls: 1.2158, loss: 1.2158, grad_norm: 6.8772 2021-01-29 23:42:20,232 - mmaction - INFO - Epoch [253][540/2147] lr: 1.205e-04, eta: 3:47:37, time: 1.452, data_time: 0.007, memory: 16628, top1_acc: 0.7143, top5_acc: 0.8683, loss_cls: 1.2178, loss: 1.2178, grad_norm: 6.7508 2021-01-29 23:42:51,194 - mmaction - INFO - Epoch [253][560/2147] lr: 1.205e-04, eta: 3:47:03, time: 1.544, data_time: 0.006, memory: 16628, top1_acc: 0.7098, top5_acc: 0.8759, loss_cls: 1.1909, loss: 1.1909, grad_norm: 6.8489 2021-01-29 23:43:20,166 - mmaction - INFO - Epoch [253][580/2147] lr: 1.205e-04, eta: 3:46:29, time: 1.451, data_time: 0.010, memory: 16628, top1_acc: 0.7112, top5_acc: 0.8750, loss_cls: 1.2266, loss: 1.2266, grad_norm: 6.6448 2021-01-29 23:43:50,546 - mmaction - INFO - Epoch [253][600/2147] lr: 1.205e-04, eta: 3:45:55, time: 1.521, data_time: 0.004, memory: 16628, top1_acc: 0.7259, top5_acc: 0.8804, loss_cls: 1.1571, loss: 1.1571, grad_norm: 6.7164 2021-01-29 23:44:21,673 - mmaction - INFO - Epoch [253][620/2147] lr: 1.205e-04, eta: 3:45:21, time: 1.553, data_time: 0.001, memory: 16628, top1_acc: 0.6969, top5_acc: 0.8643, loss_cls: 1.2430, loss: 1.2430, grad_norm: 6.7739 2021-01-29 23:44:52,021 - mmaction - INFO - Epoch [253][640/2147] lr: 1.205e-04, eta: 3:44:47, time: 1.519, data_time: 0.012, memory: 16628, top1_acc: 0.7121, top5_acc: 0.8781, loss_cls: 1.2137, loss: 1.2137, grad_norm: 6.8771 2021-01-29 23:45:22,607 - mmaction - INFO - Epoch [253][660/2147] lr: 1.205e-04, eta: 3:44:13, time: 1.525, data_time: 0.005, memory: 16628, top1_acc: 0.6991, top5_acc: 0.8674, loss_cls: 1.2603, loss: 1.2603, grad_norm: 6.9239 2021-01-29 23:46:03,480 - mmaction - INFO - Epoch [253][680/2147] lr: 1.205e-04, eta: 3:43:39, time: 2.045, data_time: 0.009, memory: 16628, top1_acc: 0.6991, top5_acc: 0.8746, loss_cls: 1.2115, loss: 1.2115, grad_norm: 7.0957 2021-01-29 23:46:32,216 - mmaction - INFO - Epoch [253][700/2147] lr: 1.205e-04, eta: 3:43:05, time: 1.439, data_time: 0.011, memory: 16628, top1_acc: 0.7036, top5_acc: 0.8598, loss_cls: 1.2614, loss: 1.2614, grad_norm: 6.7746 2021-01-29 23:47:11,619 - mmaction - INFO - Epoch [253][720/2147] lr: 1.205e-04, eta: 3:42:31, time: 1.969, data_time: 0.023, memory: 16628, top1_acc: 0.7138, top5_acc: 0.8710, loss_cls: 1.1982, loss: 1.1982, grad_norm: 6.7160 2021-01-29 23:47:45,094 - mmaction - INFO - Epoch [253][740/2147] lr: 1.205e-04, eta: 3:41:57, time: 1.674, data_time: 0.011, memory: 16628, top1_acc: 0.6937, top5_acc: 0.8656, loss_cls: 1.2877, loss: 1.2877, grad_norm: 7.0190 2021-01-29 23:48:19,370 - mmaction - INFO - Epoch [253][760/2147] lr: 1.205e-04, eta: 3:41:23, time: 1.700, data_time: 0.008, memory: 16628, top1_acc: 0.6982, top5_acc: 0.8594, loss_cls: 1.2574, loss: 1.2574, grad_norm: 6.6886 2021-01-29 23:48:49,524 - mmaction - INFO - Epoch [253][780/2147] lr: 1.205e-04, eta: 3:40:49, time: 1.518, data_time: 0.019, memory: 16628, top1_acc: 0.7027, top5_acc: 0.8665, loss_cls: 1.2269, loss: 1.2269, grad_norm: 6.8630 2021-01-29 23:49:22,183 - mmaction - INFO - Epoch [253][800/2147] lr: 1.205e-04, eta: 3:40:15, time: 1.636, data_time: 0.011, memory: 16628, top1_acc: 0.7116, top5_acc: 0.8674, loss_cls: 1.2245, loss: 1.2245, grad_norm: 6.8311 2021-01-29 23:49:51,996 - mmaction - INFO - Epoch [253][820/2147] lr: 1.205e-04, eta: 3:39:41, time: 1.492, data_time: 0.006, memory: 16628, top1_acc: 0.6960, top5_acc: 0.8696, loss_cls: 1.2400, loss: 1.2400, grad_norm: 6.9757 2021-01-29 23:50:21,955 - mmaction - INFO - Epoch [253][840/2147] lr: 1.205e-04, eta: 3:39:07, time: 1.499, data_time: 0.003, memory: 16628, top1_acc: 0.6915, top5_acc: 0.8652, loss_cls: 1.2705, loss: 1.2705, grad_norm: 7.0073 2021-01-29 23:50:55,133 - mmaction - INFO - Epoch [253][860/2147] lr: 1.205e-04, eta: 3:38:33, time: 1.657, data_time: 0.001, memory: 16628, top1_acc: 0.7205, top5_acc: 0.8835, loss_cls: 1.1547, loss: 1.1547, grad_norm: 6.5866 2021-01-29 23:51:25,971 - mmaction - INFO - Epoch [253][880/2147] lr: 1.205e-04, eta: 3:37:59, time: 1.540, data_time: 0.002, memory: 16628, top1_acc: 0.7080, top5_acc: 0.8719, loss_cls: 1.2181, loss: 1.2181, grad_norm: 6.8941 2021-01-29 23:52:02,188 - mmaction - INFO - Epoch [253][900/2147] lr: 1.205e-04, eta: 3:37:25, time: 1.812, data_time: 0.008, memory: 16628, top1_acc: 0.7103, top5_acc: 0.8759, loss_cls: 1.1947, loss: 1.1947, grad_norm: 6.8554 2021-01-29 23:52:35,489 - mmaction - INFO - Epoch [253][920/2147] lr: 1.205e-04, eta: 3:36:51, time: 1.666, data_time: 0.002, memory: 16628, top1_acc: 0.7067, top5_acc: 0.8634, loss_cls: 1.2229, loss: 1.2229, grad_norm: 6.8282 2021-01-29 23:53:12,804 - mmaction - INFO - Epoch [253][940/2147] lr: 1.205e-04, eta: 3:36:17, time: 1.862, data_time: 0.002, memory: 16628, top1_acc: 0.7268, top5_acc: 0.8812, loss_cls: 1.1548, loss: 1.1548, grad_norm: 6.6475 2021-01-29 23:53:43,430 - mmaction - INFO - Epoch [253][960/2147] lr: 1.205e-04, eta: 3:35:43, time: 1.534, data_time: 0.006, memory: 16628, top1_acc: 0.6969, top5_acc: 0.8665, loss_cls: 1.2463, loss: 1.2463, grad_norm: 6.8889 2021-01-29 23:54:12,503 - mmaction - INFO - Epoch [253][980/2147] lr: 1.205e-04, eta: 3:35:09, time: 1.455, data_time: 0.004, memory: 16628, top1_acc: 0.7210, top5_acc: 0.8737, loss_cls: 1.2135, loss: 1.2135, grad_norm: 6.7524 2021-01-29 23:54:41,178 - mmaction - INFO - Epoch [253][1000/2147] lr: 1.205e-04, eta: 3:34:35, time: 1.433, data_time: 0.004, memory: 16628, top1_acc: 0.7205, top5_acc: 0.8830, loss_cls: 1.1584, loss: 1.1584, grad_norm: 6.6582 2021-01-29 23:55:09,905 - mmaction - INFO - Epoch [253][1020/2147] lr: 1.205e-04, eta: 3:34:01, time: 1.434, data_time: 0.007, memory: 16628, top1_acc: 0.7134, top5_acc: 0.8746, loss_cls: 1.2180, loss: 1.2180, grad_norm: 6.7732 2021-01-29 23:55:38,908 - mmaction - INFO - Epoch [253][1040/2147] lr: 1.205e-04, eta: 3:33:27, time: 1.451, data_time: 0.004, memory: 16628, top1_acc: 0.7085, top5_acc: 0.8670, loss_cls: 1.2288, loss: 1.2288, grad_norm: 6.8154 2021-01-29 23:56:10,111 - mmaction - INFO - Epoch [253][1060/2147] lr: 1.205e-04, eta: 3:32:53, time: 1.561, data_time: 0.008, memory: 16628, top1_acc: 0.7134, top5_acc: 0.8750, loss_cls: 1.1801, loss: 1.1801, grad_norm: 6.6632 2021-01-29 23:56:46,785 - mmaction - INFO - Epoch [253][1080/2147] lr: 1.205e-04, eta: 3:32:19, time: 1.723, data_time: 0.003, memory: 16628, top1_acc: 0.7170, top5_acc: 0.8768, loss_cls: 1.1654, loss: 1.1654, grad_norm: 6.6375 2021-01-29 23:57:21,451 - mmaction - INFO - Epoch [253][1100/2147] lr: 1.205e-04, eta: 3:31:46, time: 1.845, data_time: 0.203, memory: 16628, top1_acc: 0.7045, top5_acc: 0.8696, loss_cls: 1.2340, loss: 1.2340, grad_norm: 6.7699 2021-01-29 23:57:50,250 - mmaction - INFO - Epoch [253][1120/2147] lr: 1.205e-04, eta: 3:31:12, time: 1.438, data_time: 0.003, memory: 16628, top1_acc: 0.6969, top5_acc: 0.8750, loss_cls: 1.2058, loss: 1.2058, grad_norm: 6.8644 2021-01-29 23:58:20,011 - mmaction - INFO - Epoch [253][1140/2147] lr: 1.205e-04, eta: 3:30:38, time: 1.490, data_time: 0.010, memory: 16628, top1_acc: 0.7129, top5_acc: 0.8746, loss_cls: 1.2160, loss: 1.2160, grad_norm: 6.8357 2021-01-29 23:58:52,030 - mmaction - INFO - Epoch [253][1160/2147] lr: 1.205e-04, eta: 3:30:04, time: 1.599, data_time: 0.003, memory: 16628, top1_acc: 0.6991, top5_acc: 0.8683, loss_cls: 1.2403, loss: 1.2403, grad_norm: 6.7202 2021-01-29 23:59:24,199 - mmaction - INFO - Epoch [253][1180/2147] lr: 1.205e-04, eta: 3:29:30, time: 1.599, data_time: 0.006, memory: 16628, top1_acc: 0.7009, top5_acc: 0.8750, loss_cls: 1.2080, loss: 1.2080, grad_norm: 6.8415 2021-01-29 23:59:59,056 - mmaction - INFO - Epoch [253][1200/2147] lr: 1.205e-04, eta: 3:28:56, time: 1.752, data_time: 0.014, memory: 16628, top1_acc: 0.7192, top5_acc: 0.8661, loss_cls: 1.2113, loss: 1.2113, grad_norm: 6.7526 2021-01-30 00:00:38,760 - mmaction - INFO - Epoch [253][1220/2147] lr: 1.205e-04, eta: 3:28:22, time: 1.978, data_time: 0.009, memory: 16628, top1_acc: 0.6853, top5_acc: 0.8741, loss_cls: 1.2788, loss: 1.2788, grad_norm: 6.8115 2021-01-30 00:01:07,304 - mmaction - INFO - Epoch [253][1240/2147] lr: 1.205e-04, eta: 3:27:48, time: 1.433, data_time: 0.017, memory: 16628, top1_acc: 0.6973, top5_acc: 0.8683, loss_cls: 1.2286, loss: 1.2286, grad_norm: 6.9005 2021-01-30 00:01:38,277 - mmaction - INFO - Epoch [253][1260/2147] lr: 1.205e-04, eta: 3:27:14, time: 1.551, data_time: 0.004, memory: 16628, top1_acc: 0.7027, top5_acc: 0.8647, loss_cls: 1.2504, loss: 1.2504, grad_norm: 6.8419 2021-01-30 00:02:08,297 - mmaction - INFO - Epoch [253][1280/2147] lr: 1.205e-04, eta: 3:26:40, time: 1.500, data_time: 0.006, memory: 16628, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.2723, loss: 1.2723, grad_norm: 6.8561 2021-01-30 00:02:41,150 - mmaction - INFO - Epoch [253][1300/2147] lr: 1.205e-04, eta: 3:26:06, time: 1.639, data_time: 0.011, memory: 16628, top1_acc: 0.7147, top5_acc: 0.8710, loss_cls: 1.1884, loss: 1.1884, grad_norm: 6.7827 2021-01-30 00:03:16,535 - mmaction - INFO - Epoch [253][1320/2147] lr: 1.205e-04, eta: 3:25:32, time: 1.768, data_time: 0.008, memory: 16628, top1_acc: 0.7134, top5_acc: 0.8777, loss_cls: 1.1796, loss: 1.1796, grad_norm: 6.7508 2021-01-30 00:03:45,830 - mmaction - INFO - Epoch [253][1340/2147] lr: 1.205e-04, eta: 3:24:58, time: 1.471, data_time: 0.008, memory: 16628, top1_acc: 0.7121, top5_acc: 0.8875, loss_cls: 1.1581, loss: 1.1581, grad_norm: 6.8170 2021-01-30 00:04:16,792 - mmaction - INFO - Epoch [253][1360/2147] lr: 1.205e-04, eta: 3:24:24, time: 1.544, data_time: 0.003, memory: 16628, top1_acc: 0.6978, top5_acc: 0.8554, loss_cls: 1.2728, loss: 1.2728, grad_norm: 6.8368 2021-01-30 00:04:48,683 - mmaction - INFO - Epoch [253][1380/2147] lr: 1.205e-04, eta: 3:23:50, time: 1.598, data_time: 0.007, memory: 16628, top1_acc: 0.7165, top5_acc: 0.8750, loss_cls: 1.1814, loss: 1.1814, grad_norm: 6.6417 2021-01-30 00:05:19,768 - mmaction - INFO - Epoch [253][1400/2147] lr: 1.205e-04, eta: 3:23:16, time: 1.553, data_time: 0.008, memory: 16628, top1_acc: 0.6937, top5_acc: 0.8643, loss_cls: 1.2297, loss: 1.2297, grad_norm: 6.8340 2021-01-30 00:05:48,313 - mmaction - INFO - Epoch [253][1420/2147] lr: 1.205e-04, eta: 3:22:42, time: 1.427, data_time: 0.005, memory: 16628, top1_acc: 0.7018, top5_acc: 0.8688, loss_cls: 1.2607, loss: 1.2607, grad_norm: 6.9598 2021-01-30 00:06:17,587 - mmaction - INFO - Epoch [253][1440/2147] lr: 1.205e-04, eta: 3:22:08, time: 1.466, data_time: 0.005, memory: 16628, top1_acc: 0.7009, top5_acc: 0.8527, loss_cls: 1.2690, loss: 1.2690, grad_norm: 7.0000 2021-01-30 00:06:49,224 - mmaction - INFO - Epoch [253][1460/2147] lr: 1.205e-04, eta: 3:21:34, time: 1.578, data_time: 0.004, memory: 16628, top1_acc: 0.7147, top5_acc: 0.8772, loss_cls: 1.1642, loss: 1.1642, grad_norm: 6.5543 2021-01-30 00:07:17,779 - mmaction - INFO - Epoch [253][1480/2147] lr: 1.205e-04, eta: 3:21:00, time: 1.429, data_time: 0.009, memory: 16628, top1_acc: 0.7054, top5_acc: 0.8772, loss_cls: 1.2015, loss: 1.2015, grad_norm: 6.6995 2021-01-30 00:07:48,036 - mmaction - INFO - Epoch [253][1500/2147] lr: 1.205e-04, eta: 3:20:26, time: 1.508, data_time: 0.011, memory: 16628, top1_acc: 0.7134, top5_acc: 0.8701, loss_cls: 1.1951, loss: 1.1951, grad_norm: 6.6503 2021-01-30 00:08:16,885 - mmaction - INFO - Epoch [253][1520/2147] lr: 1.205e-04, eta: 3:19:52, time: 1.444, data_time: 0.017, memory: 16628, top1_acc: 0.7013, top5_acc: 0.8652, loss_cls: 1.2440, loss: 1.2440, grad_norm: 6.9498 2021-01-30 00:08:47,129 - mmaction - INFO - Epoch [253][1540/2147] lr: 1.205e-04, eta: 3:19:18, time: 1.514, data_time: 0.010, memory: 16628, top1_acc: 0.7192, top5_acc: 0.8804, loss_cls: 1.1467, loss: 1.1467, grad_norm: 6.6125 2021-01-30 00:09:16,418 - mmaction - INFO - Epoch [253][1560/2147] lr: 1.205e-04, eta: 3:18:44, time: 1.468, data_time: 0.011, memory: 16628, top1_acc: 0.7027, top5_acc: 0.8701, loss_cls: 1.2441, loss: 1.2441, grad_norm: 6.8397 2021-01-30 00:09:44,898 - mmaction - INFO - Epoch [253][1580/2147] lr: 1.205e-04, eta: 3:18:10, time: 1.421, data_time: 0.002, memory: 16628, top1_acc: 0.6996, top5_acc: 0.8683, loss_cls: 1.2252, loss: 1.2252, grad_norm: 6.6845 2021-01-30 00:10:14,047 - mmaction - INFO - Epoch [253][1600/2147] lr: 1.205e-04, eta: 3:17:36, time: 1.461, data_time: 0.008, memory: 16628, top1_acc: 0.7183, top5_acc: 0.8848, loss_cls: 1.1487, loss: 1.1487, grad_norm: 6.5802 2021-01-30 00:10:42,765 - mmaction - INFO - Epoch [253][1620/2147] lr: 1.205e-04, eta: 3:17:02, time: 1.434, data_time: 0.005, memory: 16628, top1_acc: 0.7107, top5_acc: 0.8679, loss_cls: 1.2058, loss: 1.2058, grad_norm: 6.7876 2021-01-30 00:11:12,669 - mmaction - INFO - Epoch [253][1640/2147] lr: 1.205e-04, eta: 3:16:28, time: 1.498, data_time: 0.006, memory: 16628, top1_acc: 0.7049, top5_acc: 0.8701, loss_cls: 1.2141, loss: 1.2141, grad_norm: 6.7173 2021-01-30 00:11:42,572 - mmaction - INFO - Epoch [253][1660/2147] lr: 1.205e-04, eta: 3:15:54, time: 1.477, data_time: 0.003, memory: 16628, top1_acc: 0.7134, top5_acc: 0.8777, loss_cls: 1.1906, loss: 1.1906, grad_norm: 6.8020 2021-01-30 00:12:15,634 - mmaction - INFO - Epoch [253][1680/2147] lr: 1.205e-04, eta: 3:15:20, time: 1.671, data_time: 0.020, memory: 16628, top1_acc: 0.6973, top5_acc: 0.8768, loss_cls: 1.1859, loss: 1.1859, grad_norm: 6.7908 2021-01-30 00:12:45,171 - mmaction - INFO - Epoch [253][1700/2147] lr: 1.205e-04, eta: 3:14:46, time: 1.476, data_time: 0.009, memory: 16628, top1_acc: 0.7058, top5_acc: 0.8701, loss_cls: 1.2281, loss: 1.2281, grad_norm: 6.6811 2021-01-30 00:13:23,375 - mmaction - INFO - Epoch [253][1720/2147] lr: 1.205e-04, eta: 3:14:12, time: 1.900, data_time: 0.015, memory: 16628, top1_acc: 0.7201, top5_acc: 0.8719, loss_cls: 1.1660, loss: 1.1660, grad_norm: 6.4779 2021-01-30 00:13:55,943 - mmaction - INFO - Epoch [253][1740/2147] lr: 1.205e-04, eta: 3:13:38, time: 1.636, data_time: 0.016, memory: 16628, top1_acc: 0.7080, top5_acc: 0.8728, loss_cls: 1.1832, loss: 1.1832, grad_norm: 6.6136 2021-01-30 00:14:26,441 - mmaction - INFO - Epoch [253][1760/2147] lr: 1.205e-04, eta: 3:13:04, time: 1.526, data_time: 0.006, memory: 16628, top1_acc: 0.7147, top5_acc: 0.8786, loss_cls: 1.2244, loss: 1.2244, grad_norm: 6.9102 2021-01-30 00:14:59,386 - mmaction - INFO - Epoch [253][1780/2147] lr: 1.205e-04, eta: 3:12:30, time: 1.642, data_time: 0.007, memory: 16628, top1_acc: 0.6996, top5_acc: 0.8612, loss_cls: 1.2454, loss: 1.2454, grad_norm: 6.8357 2021-01-30 00:15:29,591 - mmaction - INFO - Epoch [253][1800/2147] lr: 1.205e-04, eta: 3:11:57, time: 1.511, data_time: 0.009, memory: 16628, top1_acc: 0.7058, top5_acc: 0.8616, loss_cls: 1.2599, loss: 1.2599, grad_norm: 6.7786 2021-01-30 00:16:04,998 - mmaction - INFO - Epoch [253][1820/2147] lr: 1.205e-04, eta: 3:11:23, time: 1.764, data_time: 0.009, memory: 16628, top1_acc: 0.7147, top5_acc: 0.8768, loss_cls: 1.2012, loss: 1.2012, grad_norm: 6.7836 2021-01-30 00:16:33,718 - mmaction - INFO - Epoch [253][1840/2147] lr: 1.205e-04, eta: 3:10:49, time: 1.448, data_time: 0.017, memory: 16628, top1_acc: 0.7286, top5_acc: 0.8790, loss_cls: 1.1399, loss: 1.1399, grad_norm: 6.6050 2021-01-30 00:17:22,988 - mmaction - INFO - Epoch [253][1860/2147] lr: 1.205e-04, eta: 3:10:15, time: 2.453, data_time: 0.132, memory: 16628, top1_acc: 0.7125, top5_acc: 0.8804, loss_cls: 1.1731, loss: 1.1731, grad_norm: 6.7152 2021-01-30 00:17:52,781 - mmaction - INFO - Epoch [253][1880/2147] lr: 1.205e-04, eta: 3:09:41, time: 1.498, data_time: 0.019, memory: 16628, top1_acc: 0.6978, top5_acc: 0.8670, loss_cls: 1.2706, loss: 1.2706, grad_norm: 6.8366 2021-01-30 00:18:24,692 - mmaction - INFO - Epoch [253][1900/2147] lr: 1.205e-04, eta: 3:09:07, time: 1.598, data_time: 0.036, memory: 16628, top1_acc: 0.6893, top5_acc: 0.8670, loss_cls: 1.2374, loss: 1.2374, grad_norm: 6.7261 2021-01-30 00:18:53,312 - mmaction - INFO - Epoch [253][1920/2147] lr: 1.205e-04, eta: 3:08:33, time: 1.432, data_time: 0.003, memory: 16628, top1_acc: 0.7062, top5_acc: 0.8621, loss_cls: 1.2204, loss: 1.2204, grad_norm: 6.6648 2021-01-30 00:19:22,933 - mmaction - INFO - Epoch [253][1940/2147] lr: 1.205e-04, eta: 3:07:59, time: 1.478, data_time: 0.003, memory: 16628, top1_acc: 0.7076, top5_acc: 0.8714, loss_cls: 1.2012, loss: 1.2012, grad_norm: 6.7802 2021-01-30 00:19:55,395 - mmaction - INFO - Epoch [253][1960/2147] lr: 1.205e-04, eta: 3:07:25, time: 1.624, data_time: 0.005, memory: 16628, top1_acc: 0.7022, top5_acc: 0.8759, loss_cls: 1.2066, loss: 1.2066, grad_norm: 6.8205 2021-01-30 00:20:28,050 - mmaction - INFO - Epoch [253][1980/2147] lr: 1.205e-04, eta: 3:06:51, time: 1.625, data_time: 0.004, memory: 16628, top1_acc: 0.6884, top5_acc: 0.8701, loss_cls: 1.2485, loss: 1.2485, grad_norm: 6.8197 2021-01-30 00:21:01,929 - mmaction - INFO - Epoch [253][2000/2147] lr: 1.205e-04, eta: 3:06:17, time: 1.692, data_time: 0.045, memory: 16628, top1_acc: 0.7004, top5_acc: 0.8714, loss_cls: 1.2384, loss: 1.2384, grad_norm: 6.8451 2021-01-30 00:21:36,449 - mmaction - INFO - Epoch [253][2020/2147] lr: 1.205e-04, eta: 3:05:43, time: 1.737, data_time: 0.018, memory: 16628, top1_acc: 0.6937, top5_acc: 0.8643, loss_cls: 1.2689, loss: 1.2689, grad_norm: 6.8154 2021-01-30 00:22:17,176 - mmaction - INFO - Epoch [253][2040/2147] lr: 1.205e-04, eta: 3:05:09, time: 2.031, data_time: 0.093, memory: 16628, top1_acc: 0.7067, top5_acc: 0.8696, loss_cls: 1.2264, loss: 1.2264, grad_norm: 6.8162 2021-01-30 00:22:46,394 - mmaction - INFO - Epoch [253][2060/2147] lr: 1.205e-04, eta: 3:04:35, time: 1.466, data_time: 0.024, memory: 16628, top1_acc: 0.7062, top5_acc: 0.8710, loss_cls: 1.2081, loss: 1.2081, grad_norm: 6.8371 2021-01-30 00:23:18,299 - mmaction - INFO - Epoch [253][2080/2147] lr: 1.205e-04, eta: 3:04:01, time: 1.596, data_time: 0.003, memory: 16628, top1_acc: 0.7045, top5_acc: 0.8670, loss_cls: 1.2315, loss: 1.2315, grad_norm: 6.7664 2021-01-30 00:23:52,973 - mmaction - INFO - Epoch [253][2100/2147] lr: 1.205e-04, eta: 3:03:27, time: 1.726, data_time: 0.007, memory: 16628, top1_acc: 0.6996, top5_acc: 0.8683, loss_cls: 1.2400, loss: 1.2400, grad_norm: 7.0175 2021-01-30 00:24:23,209 - mmaction - INFO - Epoch [253][2120/2147] lr: 1.205e-04, eta: 3:02:53, time: 1.516, data_time: 0.010, memory: 16628, top1_acc: 0.7103, top5_acc: 0.8647, loss_cls: 1.2287, loss: 1.2287, grad_norm: 6.7146 2021-01-30 00:24:57,609 - mmaction - INFO - Epoch [253][2140/2147] lr: 1.205e-04, eta: 3:02:20, time: 1.714, data_time: 0.005, memory: 16628, top1_acc: 0.7196, top5_acc: 0.8750, loss_cls: 1.1930, loss: 1.1930, grad_norm: 6.7095 2021-01-30 00:30:39,030 - mmaction - INFO - Epoch [254][20/2147] lr: 6.776e-05, eta: 3:01:37, time: 15.918, data_time: 14.058, memory: 16628, top1_acc: 0.7049, top5_acc: 0.8763, loss_cls: 1.2120, loss: 1.2120, grad_norm: 6.8399 2021-01-30 00:31:10,671 - mmaction - INFO - Epoch [254][40/2147] lr: 6.776e-05, eta: 3:01:03, time: 1.574, data_time: 0.012, memory: 16628, top1_acc: 0.7040, top5_acc: 0.8741, loss_cls: 1.2193, loss: 1.2193, grad_norm: 6.8374 2021-01-30 00:31:39,214 - mmaction - INFO - Epoch [254][60/2147] lr: 6.776e-05, eta: 3:00:29, time: 1.441, data_time: 0.017, memory: 16628, top1_acc: 0.6982, top5_acc: 0.8612, loss_cls: 1.2763, loss: 1.2763, grad_norm: 6.9391 2021-01-30 00:32:09,807 - mmaction - INFO - Epoch [254][80/2147] lr: 6.776e-05, eta: 2:59:55, time: 1.528, data_time: 0.004, memory: 16628, top1_acc: 0.7036, top5_acc: 0.8763, loss_cls: 1.2176, loss: 1.2176, grad_norm: 6.9105 2021-01-30 00:32:38,810 - mmaction - INFO - Epoch [254][100/2147] lr: 6.776e-05, eta: 2:59:21, time: 1.448, data_time: 0.004, memory: 16628, top1_acc: 0.7254, top5_acc: 0.8799, loss_cls: 1.1490, loss: 1.1490, grad_norm: 6.5541 2021-01-30 00:33:07,657 - mmaction - INFO - Epoch [254][120/2147] lr: 6.776e-05, eta: 2:58:47, time: 1.446, data_time: 0.008, memory: 16628, top1_acc: 0.7049, top5_acc: 0.8719, loss_cls: 1.1960, loss: 1.1960, grad_norm: 6.6890 2021-01-30 00:33:36,373 - mmaction - INFO - Epoch [254][140/2147] lr: 6.776e-05, eta: 2:58:13, time: 1.435, data_time: 0.007, memory: 16628, top1_acc: 0.7103, top5_acc: 0.8696, loss_cls: 1.2325, loss: 1.2325, grad_norm: 6.8509 2021-01-30 00:34:10,708 - mmaction - INFO - Epoch [254][160/2147] lr: 6.776e-05, eta: 2:57:39, time: 1.714, data_time: 0.005, memory: 16628, top1_acc: 0.7196, top5_acc: 0.8848, loss_cls: 1.1505, loss: 1.1505, grad_norm: 6.5298 2021-01-30 00:34:42,738 - mmaction - INFO - Epoch [254][180/2147] lr: 6.776e-05, eta: 2:57:05, time: 1.599, data_time: 0.008, memory: 16628, top1_acc: 0.6991, top5_acc: 0.8728, loss_cls: 1.2236, loss: 1.2236, grad_norm: 7.0001 2021-01-30 00:35:19,176 - mmaction - INFO - Epoch [254][200/2147] lr: 6.776e-05, eta: 2:56:31, time: 1.818, data_time: 0.013, memory: 16628, top1_acc: 0.7071, top5_acc: 0.8768, loss_cls: 1.1645, loss: 1.1645, grad_norm: 6.7456 2021-01-30 00:35:50,192 - mmaction - INFO - Epoch [254][220/2147] lr: 6.776e-05, eta: 2:55:57, time: 1.558, data_time: 0.012, memory: 16628, top1_acc: 0.7112, top5_acc: 0.8670, loss_cls: 1.2138, loss: 1.2138, grad_norm: 6.5790 2021-01-30 00:36:20,437 - mmaction - INFO - Epoch [254][240/2147] lr: 6.776e-05, eta: 2:55:23, time: 1.513, data_time: 0.003, memory: 16628, top1_acc: 0.6987, top5_acc: 0.8629, loss_cls: 1.2463, loss: 1.2463, grad_norm: 6.7532 2021-01-30 00:37:00,096 - mmaction - INFO - Epoch [254][260/2147] lr: 6.776e-05, eta: 2:54:49, time: 1.976, data_time: 0.003, memory: 16628, top1_acc: 0.6955, top5_acc: 0.8576, loss_cls: 1.2778, loss: 1.2778, grad_norm: 6.9248 2021-01-30 00:37:31,459 - mmaction - INFO - Epoch [254][280/2147] lr: 6.776e-05, eta: 2:54:15, time: 1.567, data_time: 0.012, memory: 16628, top1_acc: 0.7161, top5_acc: 0.8808, loss_cls: 1.1828, loss: 1.1828, grad_norm: 6.9407 2021-01-30 00:38:05,095 - mmaction - INFO - Epoch [254][300/2147] lr: 6.776e-05, eta: 2:53:41, time: 1.684, data_time: 0.011, memory: 16628, top1_acc: 0.6982, top5_acc: 0.8670, loss_cls: 1.2508, loss: 1.2508, grad_norm: 6.7923 2021-01-30 00:38:36,698 - mmaction - INFO - Epoch [254][320/2147] lr: 6.776e-05, eta: 2:53:07, time: 1.585, data_time: 0.015, memory: 16628, top1_acc: 0.6991, top5_acc: 0.8634, loss_cls: 1.2563, loss: 1.2563, grad_norm: 6.9385 2021-01-30 00:39:05,345 - mmaction - INFO - Epoch [254][340/2147] lr: 6.776e-05, eta: 2:52:33, time: 1.430, data_time: 0.008, memory: 16628, top1_acc: 0.7179, top5_acc: 0.8804, loss_cls: 1.1722, loss: 1.1722, grad_norm: 6.5915 2021-01-30 00:39:41,078 - mmaction - INFO - Epoch [254][360/2147] lr: 6.776e-05, eta: 2:52:00, time: 1.782, data_time: 0.018, memory: 16628, top1_acc: 0.6942, top5_acc: 0.8621, loss_cls: 1.2795, loss: 1.2795, grad_norm: 6.9258 2021-01-30 00:40:12,032 - mmaction - INFO - Epoch [254][380/2147] lr: 6.776e-05, eta: 2:51:26, time: 1.551, data_time: 0.010, memory: 16628, top1_acc: 0.7080, top5_acc: 0.8683, loss_cls: 1.2195, loss: 1.2195, grad_norm: 6.9730 2021-01-30 00:40:40,802 - mmaction - INFO - Epoch [254][400/2147] lr: 6.776e-05, eta: 2:50:52, time: 1.441, data_time: 0.007, memory: 16628, top1_acc: 0.6978, top5_acc: 0.8701, loss_cls: 1.2214, loss: 1.2214, grad_norm: 6.8452 2021-01-30 00:41:11,106 - mmaction - INFO - Epoch [254][420/2147] lr: 6.776e-05, eta: 2:50:18, time: 1.515, data_time: 0.003, memory: 16628, top1_acc: 0.6862, top5_acc: 0.8750, loss_cls: 1.2625, loss: 1.2625, grad_norm: 7.1392 2021-01-30 00:41:41,883 - mmaction - INFO - Epoch [254][440/2147] lr: 6.776e-05, eta: 2:49:44, time: 1.497, data_time: 0.005, memory: 16628, top1_acc: 0.7237, top5_acc: 0.8741, loss_cls: 1.1507, loss: 1.1507, grad_norm: 6.6085 2021-01-30 00:42:14,059 - mmaction - INFO - Epoch [254][460/2147] lr: 6.776e-05, eta: 2:49:10, time: 1.651, data_time: 0.044, memory: 16628, top1_acc: 0.7094, top5_acc: 0.8759, loss_cls: 1.2071, loss: 1.2071, grad_norm: 6.9025 2021-01-30 00:42:44,253 - mmaction - INFO - Epoch [254][480/2147] lr: 6.776e-05, eta: 2:48:36, time: 1.507, data_time: 0.002, memory: 16628, top1_acc: 0.7027, top5_acc: 0.8665, loss_cls: 1.2332, loss: 1.2332, grad_norm: 6.9303 2021-01-30 00:43:28,524 - mmaction - INFO - Epoch [254][500/2147] lr: 6.776e-05, eta: 2:48:02, time: 2.209, data_time: 0.004, memory: 16628, top1_acc: 0.7250, top5_acc: 0.8857, loss_cls: 1.1301, loss: 1.1301, grad_norm: 6.8068 2021-01-30 00:43:59,080 - mmaction - INFO - Epoch [254][520/2147] lr: 6.776e-05, eta: 2:47:28, time: 1.520, data_time: 0.015, memory: 16628, top1_acc: 0.7116, top5_acc: 0.8710, loss_cls: 1.2010, loss: 1.2010, grad_norm: 6.6949 2021-01-30 00:44:36,792 - mmaction - INFO - Epoch [254][540/2147] lr: 6.776e-05, eta: 2:46:54, time: 1.886, data_time: 0.018, memory: 16628, top1_acc: 0.7161, top5_acc: 0.8781, loss_cls: 1.1775, loss: 1.1775, grad_norm: 6.7001 2021-01-30 00:45:05,686 - mmaction - INFO - Epoch [254][560/2147] lr: 6.776e-05, eta: 2:46:20, time: 1.458, data_time: 0.019, memory: 16628, top1_acc: 0.6996, top5_acc: 0.8683, loss_cls: 1.2525, loss: 1.2525, grad_norm: 6.8576 2021-01-30 00:45:35,621 - mmaction - INFO - Epoch [254][580/2147] lr: 6.776e-05, eta: 2:45:46, time: 1.498, data_time: 0.004, memory: 16628, top1_acc: 0.7049, top5_acc: 0.8701, loss_cls: 1.2300, loss: 1.2300, grad_norm: 6.8044 2021-01-30 00:46:04,471 - mmaction - INFO - Epoch [254][600/2147] lr: 6.776e-05, eta: 2:45:12, time: 1.442, data_time: 0.006, memory: 16628, top1_acc: 0.7062, top5_acc: 0.8804, loss_cls: 1.1828, loss: 1.1828, grad_norm: 6.8209 2021-01-30 00:46:36,783 - mmaction - INFO - Epoch [254][620/2147] lr: 6.776e-05, eta: 2:44:38, time: 1.612, data_time: 0.006, memory: 16628, top1_acc: 0.6942, top5_acc: 0.8643, loss_cls: 1.2940, loss: 1.2940, grad_norm: 7.0043 2021-01-30 00:47:08,744 - mmaction - INFO - Epoch [254][640/2147] lr: 6.776e-05, eta: 2:44:04, time: 1.595, data_time: 0.023, memory: 16628, top1_acc: 0.7272, top5_acc: 0.8737, loss_cls: 1.1666, loss: 1.1666, grad_norm: 6.8204 2021-01-30 00:47:39,957 - mmaction - INFO - Epoch [254][660/2147] lr: 6.776e-05, eta: 2:43:30, time: 1.564, data_time: 0.011, memory: 16628, top1_acc: 0.7237, top5_acc: 0.8763, loss_cls: 1.1543, loss: 1.1543, grad_norm: 6.5695 2021-01-30 00:48:12,012 - mmaction - INFO - Epoch [254][680/2147] lr: 6.776e-05, eta: 2:42:56, time: 1.605, data_time: 0.018, memory: 16628, top1_acc: 0.7103, top5_acc: 0.8670, loss_cls: 1.2290, loss: 1.2290, grad_norm: 6.8062 2021-01-30 00:48:43,368 - mmaction - INFO - Epoch [254][700/2147] lr: 6.776e-05, eta: 2:42:22, time: 1.570, data_time: 0.006, memory: 16628, top1_acc: 0.7049, top5_acc: 0.8741, loss_cls: 1.1813, loss: 1.1813, grad_norm: 6.7538 2021-01-30 00:49:12,064 - mmaction - INFO - Epoch [254][720/2147] lr: 6.776e-05, eta: 2:41:48, time: 1.435, data_time: 0.002, memory: 16628, top1_acc: 0.6973, top5_acc: 0.8607, loss_cls: 1.2596, loss: 1.2596, grad_norm: 6.8367 2021-01-30 00:49:40,884 - mmaction - INFO - Epoch [254][740/2147] lr: 6.776e-05, eta: 2:41:14, time: 1.440, data_time: 0.006, memory: 16628, top1_acc: 0.6991, top5_acc: 0.8670, loss_cls: 1.2527, loss: 1.2527, grad_norm: 6.7787 2021-01-30 00:50:12,855 - mmaction - INFO - Epoch [254][760/2147] lr: 6.776e-05, eta: 2:40:40, time: 1.599, data_time: 0.006, memory: 16628, top1_acc: 0.7040, top5_acc: 0.8679, loss_cls: 1.2028, loss: 1.2028, grad_norm: 6.7940 2021-01-30 00:50:45,551 - mmaction - INFO - Epoch [254][780/2147] lr: 6.776e-05, eta: 2:40:06, time: 1.626, data_time: 0.003, memory: 16628, top1_acc: 0.7054, top5_acc: 0.8679, loss_cls: 1.2065, loss: 1.2065, grad_norm: 6.8748 2021-01-30 00:51:15,159 - mmaction - INFO - Epoch [254][800/2147] lr: 6.776e-05, eta: 2:39:32, time: 1.486, data_time: 0.012, memory: 16628, top1_acc: 0.7165, top5_acc: 0.8705, loss_cls: 1.2343, loss: 1.2343, grad_norm: 6.9035 2021-01-30 00:51:54,063 - mmaction - INFO - Epoch [254][820/2147] lr: 6.776e-05, eta: 2:38:58, time: 1.948, data_time: 0.008, memory: 16628, top1_acc: 0.6973, top5_acc: 0.8621, loss_cls: 1.2597, loss: 1.2597, grad_norm: 6.7994 2021-01-30 00:52:22,541 - mmaction - INFO - Epoch [254][840/2147] lr: 6.776e-05, eta: 2:38:24, time: 1.423, data_time: 0.003, memory: 16628, top1_acc: 0.7121, top5_acc: 0.8696, loss_cls: 1.2318, loss: 1.2318, grad_norm: 6.8660 2021-01-30 00:52:51,797 - mmaction - INFO - Epoch [254][860/2147] lr: 6.776e-05, eta: 2:37:50, time: 1.461, data_time: 0.003, memory: 16628, top1_acc: 0.7112, top5_acc: 0.8674, loss_cls: 1.2303, loss: 1.2303, grad_norm: 6.7401 2021-01-30 00:53:24,802 - mmaction - INFO - Epoch [254][880/2147] lr: 6.776e-05, eta: 2:37:16, time: 1.650, data_time: 0.003, memory: 16628, top1_acc: 0.7152, top5_acc: 0.8692, loss_cls: 1.2078, loss: 1.2078, grad_norm: 6.6354 2021-01-30 00:53:56,388 - mmaction - INFO - Epoch [254][900/2147] lr: 6.776e-05, eta: 2:36:42, time: 1.582, data_time: 0.009, memory: 16628, top1_acc: 0.7192, top5_acc: 0.8746, loss_cls: 1.1618, loss: 1.1618, grad_norm: 6.6155 2021-01-30 00:54:26,080 - mmaction - INFO - Epoch [254][920/2147] lr: 6.776e-05, eta: 2:36:08, time: 1.485, data_time: 0.004, memory: 16628, top1_acc: 0.6915, top5_acc: 0.8737, loss_cls: 1.2504, loss: 1.2504, grad_norm: 6.8920 2021-01-30 00:54:57,616 - mmaction - INFO - Epoch [254][940/2147] lr: 6.776e-05, eta: 2:35:35, time: 1.572, data_time: 0.003, memory: 16628, top1_acc: 0.7121, top5_acc: 0.8821, loss_cls: 1.1636, loss: 1.1636, grad_norm: 6.5475 2021-01-30 00:55:25,909 - mmaction - INFO - Epoch [254][960/2147] lr: 6.776e-05, eta: 2:35:01, time: 1.419, data_time: 0.008, memory: 16628, top1_acc: 0.7076, top5_acc: 0.8772, loss_cls: 1.1929, loss: 1.1929, grad_norm: 6.7714 2021-01-30 00:55:56,993 - mmaction - INFO - Epoch [254][980/2147] lr: 6.776e-05, eta: 2:34:27, time: 1.553, data_time: 0.002, memory: 16628, top1_acc: 0.7192, top5_acc: 0.8732, loss_cls: 1.2062, loss: 1.2062, grad_norm: 6.7773 2021-01-30 00:56:28,602 - mmaction - INFO - Epoch [254][1000/2147] lr: 6.776e-05, eta: 2:33:53, time: 1.577, data_time: 0.004, memory: 16628, top1_acc: 0.7022, top5_acc: 0.8759, loss_cls: 1.2260, loss: 1.2260, grad_norm: 7.0143 2021-01-30 00:57:04,284 - mmaction - INFO - Epoch [254][1020/2147] lr: 6.776e-05, eta: 2:33:19, time: 1.788, data_time: 0.100, memory: 16628, top1_acc: 0.7129, top5_acc: 0.8871, loss_cls: 1.1595, loss: 1.1595, grad_norm: 6.8311 2021-01-30 00:57:33,544 - mmaction - INFO - Epoch [254][1040/2147] lr: 6.776e-05, eta: 2:32:45, time: 1.463, data_time: 0.009, memory: 16628, top1_acc: 0.6982, top5_acc: 0.8799, loss_cls: 1.2063, loss: 1.2063, grad_norm: 6.8976 2021-01-30 00:58:08,625 - mmaction - INFO - Epoch [254][1060/2147] lr: 6.776e-05, eta: 2:32:11, time: 1.752, data_time: 0.008, memory: 16628, top1_acc: 0.7049, top5_acc: 0.8643, loss_cls: 1.2263, loss: 1.2263, grad_norm: 6.7767 2021-01-30 00:58:38,051 - mmaction - INFO - Epoch [254][1080/2147] lr: 6.776e-05, eta: 2:31:37, time: 1.474, data_time: 0.014, memory: 16628, top1_acc: 0.6991, top5_acc: 0.8652, loss_cls: 1.2354, loss: 1.2354, grad_norm: 6.8951 2021-01-30 00:59:08,599 - mmaction - INFO - Epoch [254][1100/2147] lr: 6.776e-05, eta: 2:31:03, time: 1.526, data_time: 0.002, memory: 16628, top1_acc: 0.6946, top5_acc: 0.8656, loss_cls: 1.2612, loss: 1.2612, grad_norm: 6.9030 2021-01-30 00:59:37,339 - mmaction - INFO - Epoch [254][1120/2147] lr: 6.776e-05, eta: 2:30:29, time: 1.439, data_time: 0.003, memory: 16628, top1_acc: 0.7098, top5_acc: 0.8777, loss_cls: 1.2050, loss: 1.2050, grad_norm: 6.6841 2021-01-30 01:00:11,430 - mmaction - INFO - Epoch [254][1140/2147] lr: 6.776e-05, eta: 2:29:55, time: 1.704, data_time: 0.004, memory: 16628, top1_acc: 0.7018, top5_acc: 0.8647, loss_cls: 1.2494, loss: 1.2494, grad_norm: 6.9140 2021-01-30 01:00:41,954 - mmaction - INFO - Epoch [254][1160/2147] lr: 6.776e-05, eta: 2:29:21, time: 1.525, data_time: 0.013, memory: 16628, top1_acc: 0.6879, top5_acc: 0.8589, loss_cls: 1.2830, loss: 1.2830, grad_norm: 6.8892 2021-01-30 01:01:12,112 - mmaction - INFO - Epoch [254][1180/2147] lr: 6.776e-05, eta: 2:28:47, time: 1.503, data_time: 0.006, memory: 16628, top1_acc: 0.6951, top5_acc: 0.8754, loss_cls: 1.2359, loss: 1.2359, grad_norm: 6.9202 2021-01-30 01:01:43,373 - mmaction - INFO - Epoch [254][1200/2147] lr: 6.776e-05, eta: 2:28:13, time: 1.500, data_time: 0.049, memory: 16628, top1_acc: 0.7071, top5_acc: 0.8629, loss_cls: 1.2454, loss: 1.2454, grad_norm: 6.7542 2021-01-30 01:02:18,478 - mmaction - INFO - Epoch [254][1220/2147] lr: 6.776e-05, eta: 2:27:39, time: 1.822, data_time: 0.073, memory: 16628, top1_acc: 0.7031, top5_acc: 0.8728, loss_cls: 1.2421, loss: 1.2421, grad_norm: 7.0036 2021-01-30 01:02:47,151 - mmaction - INFO - Epoch [254][1240/2147] lr: 6.776e-05, eta: 2:27:05, time: 1.436, data_time: 0.006, memory: 16628, top1_acc: 0.6991, top5_acc: 0.8705, loss_cls: 1.2150, loss: 1.2150, grad_norm: 6.9010 2021-01-30 01:03:17,468 - mmaction - INFO - Epoch [254][1260/2147] lr: 6.776e-05, eta: 2:26:31, time: 1.510, data_time: 0.003, memory: 16628, top1_acc: 0.7121, top5_acc: 0.8844, loss_cls: 1.1550, loss: 1.1550, grad_norm: 6.7094 2021-01-30 01:03:46,347 - mmaction - INFO - Epoch [254][1280/2147] lr: 6.776e-05, eta: 2:25:57, time: 1.450, data_time: 0.008, memory: 16628, top1_acc: 0.7103, top5_acc: 0.8688, loss_cls: 1.1845, loss: 1.1845, grad_norm: 6.7779 2021-01-30 01:04:18,211 - mmaction - INFO - Epoch [254][1300/2147] lr: 6.776e-05, eta: 2:25:23, time: 1.593, data_time: 0.003, memory: 16628, top1_acc: 0.7098, top5_acc: 0.8835, loss_cls: 1.2054, loss: 1.2054, grad_norm: 6.9054 2021-01-30 01:04:49,804 - mmaction - INFO - Epoch [254][1320/2147] lr: 6.776e-05, eta: 2:24:49, time: 1.580, data_time: 0.004, memory: 16628, top1_acc: 0.7049, top5_acc: 0.8661, loss_cls: 1.2292, loss: 1.2292, grad_norm: 6.9404 2021-01-30 01:05:18,937 - mmaction - INFO - Epoch [254][1340/2147] lr: 6.776e-05, eta: 2:24:15, time: 1.457, data_time: 0.003, memory: 16628, top1_acc: 0.6982, top5_acc: 0.8687, loss_cls: 1.2571, loss: 1.2571, grad_norm: 6.9225 2021-01-30 01:05:48,051 - mmaction - INFO - Epoch [254][1360/2147] lr: 6.776e-05, eta: 2:23:41, time: 1.449, data_time: 0.002, memory: 16628, top1_acc: 0.7045, top5_acc: 0.8750, loss_cls: 1.2061, loss: 1.2061, grad_norm: 6.9244 2021-01-30 01:06:18,732 - mmaction - INFO - Epoch [254][1380/2147] lr: 6.776e-05, eta: 2:23:07, time: 1.540, data_time: 0.013, memory: 16628, top1_acc: 0.7147, top5_acc: 0.8714, loss_cls: 1.1967, loss: 1.1967, grad_norm: 6.7638 2021-01-30 01:06:49,870 - mmaction - INFO - Epoch [254][1400/2147] lr: 6.776e-05, eta: 2:22:33, time: 1.554, data_time: 0.093, memory: 16628, top1_acc: 0.7071, top5_acc: 0.8688, loss_cls: 1.2304, loss: 1.2304, grad_norm: 6.7865 2021-01-30 01:07:21,032 - mmaction - INFO - Epoch [254][1420/2147] lr: 6.776e-05, eta: 2:21:59, time: 1.561, data_time: 0.007, memory: 16628, top1_acc: 0.7076, top5_acc: 0.8696, loss_cls: 1.2156, loss: 1.2156, grad_norm: 6.9252 2021-01-30 01:07:53,243 - mmaction - INFO - Epoch [254][1440/2147] lr: 6.776e-05, eta: 2:21:25, time: 1.608, data_time: 0.003, memory: 16628, top1_acc: 0.7000, top5_acc: 0.8679, loss_cls: 1.2247, loss: 1.2247, grad_norm: 6.7698 2021-01-30 01:08:25,257 - mmaction - INFO - Epoch [254][1460/2147] lr: 6.776e-05, eta: 2:20:51, time: 1.599, data_time: 0.060, memory: 16628, top1_acc: 0.7116, top5_acc: 0.8821, loss_cls: 1.1740, loss: 1.1740, grad_norm: 6.4605 2021-01-30 01:08:56,512 - mmaction - INFO - Epoch [254][1480/2147] lr: 6.776e-05, eta: 2:20:17, time: 1.566, data_time: 0.009, memory: 16628, top1_acc: 0.7018, top5_acc: 0.8580, loss_cls: 1.2473, loss: 1.2473, grad_norm: 6.6409 2021-01-30 01:09:25,145 - mmaction - INFO - Epoch [254][1500/2147] lr: 6.776e-05, eta: 2:19:43, time: 1.433, data_time: 0.005, memory: 16628, top1_acc: 0.7121, top5_acc: 0.8670, loss_cls: 1.2388, loss: 1.2388, grad_norm: 6.8985 2021-01-30 01:09:59,848 - mmaction - INFO - Epoch [254][1520/2147] lr: 6.776e-05, eta: 2:19:10, time: 1.733, data_time: 0.007, memory: 16628, top1_acc: 0.7076, top5_acc: 0.8723, loss_cls: 1.2402, loss: 1.2402, grad_norm: 6.8049 2021-01-30 01:10:30,622 - mmaction - INFO - Epoch [254][1540/2147] lr: 6.776e-05, eta: 2:18:36, time: 1.543, data_time: 0.008, memory: 16628, top1_acc: 0.7112, top5_acc: 0.8830, loss_cls: 1.1869, loss: 1.1869, grad_norm: 6.9061 2021-01-30 01:10:59,252 - mmaction - INFO - Epoch [254][1560/2147] lr: 6.776e-05, eta: 2:18:02, time: 1.432, data_time: 0.003, memory: 16628, top1_acc: 0.6853, top5_acc: 0.8536, loss_cls: 1.3396, loss: 1.3396, grad_norm: 6.9523 2021-01-30 01:11:36,722 - mmaction - INFO - Epoch [254][1580/2147] lr: 6.776e-05, eta: 2:17:28, time: 1.870, data_time: 0.001, memory: 16628, top1_acc: 0.7085, top5_acc: 0.8763, loss_cls: 1.1834, loss: 1.1834, grad_norm: 6.6821 2021-01-30 01:12:09,764 - mmaction - INFO - Epoch [254][1600/2147] lr: 6.776e-05, eta: 2:16:54, time: 1.655, data_time: 0.025, memory: 16628, top1_acc: 0.7000, top5_acc: 0.8759, loss_cls: 1.1988, loss: 1.1988, grad_norm: 6.9654 2021-01-30 01:12:39,527 - mmaction - INFO - Epoch [254][1620/2147] lr: 6.776e-05, eta: 2:16:20, time: 1.488, data_time: 0.002, memory: 16628, top1_acc: 0.7049, top5_acc: 0.8674, loss_cls: 1.2200, loss: 1.2200, grad_norm: 6.7456 2021-01-30 01:13:11,980 - mmaction - INFO - Epoch [254][1640/2147] lr: 6.776e-05, eta: 2:15:46, time: 1.621, data_time: 0.009, memory: 16628, top1_acc: 0.7045, top5_acc: 0.8714, loss_cls: 1.2066, loss: 1.2066, grad_norm: 6.8523 2021-01-30 01:13:42,610 - mmaction - INFO - Epoch [254][1660/2147] lr: 6.776e-05, eta: 2:15:12, time: 1.527, data_time: 0.008, memory: 16628, top1_acc: 0.6946, top5_acc: 0.8661, loss_cls: 1.2403, loss: 1.2403, grad_norm: 6.8053 2021-01-30 01:14:11,428 - mmaction - INFO - Epoch [254][1680/2147] lr: 6.776e-05, eta: 2:14:38, time: 1.447, data_time: 0.008, memory: 16628, top1_acc: 0.6911, top5_acc: 0.8692, loss_cls: 1.2293, loss: 1.2293, grad_norm: 6.8609 2021-01-30 01:14:46,582 - mmaction - INFO - Epoch [254][1700/2147] lr: 6.776e-05, eta: 2:14:04, time: 1.757, data_time: 0.005, memory: 16628, top1_acc: 0.7241, top5_acc: 0.8821, loss_cls: 1.1507, loss: 1.1507, grad_norm: 6.6132 2021-01-30 01:15:15,584 - mmaction - INFO - Epoch [254][1720/2147] lr: 6.776e-05, eta: 2:13:30, time: 1.451, data_time: 0.004, memory: 16628, top1_acc: 0.7107, top5_acc: 0.8638, loss_cls: 1.2349, loss: 1.2349, grad_norm: 6.7440 2021-01-30 01:15:51,473 - mmaction - INFO - Epoch [254][1740/2147] lr: 6.776e-05, eta: 2:12:56, time: 1.784, data_time: 0.009, memory: 16628, top1_acc: 0.7170, top5_acc: 0.8670, loss_cls: 1.1990, loss: 1.1990, grad_norm: 6.7604 2021-01-30 01:16:22,759 - mmaction - INFO - Epoch [254][1760/2147] lr: 6.776e-05, eta: 2:12:22, time: 1.566, data_time: 0.019, memory: 16628, top1_acc: 0.7192, top5_acc: 0.8759, loss_cls: 1.1883, loss: 1.1883, grad_norm: 6.6248 2021-01-30 01:17:09,677 - mmaction - INFO - Epoch [254][1780/2147] lr: 6.776e-05, eta: 2:11:48, time: 2.346, data_time: 0.014, memory: 16628, top1_acc: 0.7076, top5_acc: 0.8683, loss_cls: 1.2141, loss: 1.2141, grad_norm: 6.7163 2021-01-30 01:17:40,064 - mmaction - INFO - Epoch [254][1800/2147] lr: 6.776e-05, eta: 2:11:14, time: 1.527, data_time: 0.019, memory: 16628, top1_acc: 0.6978, top5_acc: 0.8527, loss_cls: 1.2767, loss: 1.2767, grad_norm: 6.8042 2021-01-30 01:18:21,095 - mmaction - INFO - Epoch [254][1820/2147] lr: 6.776e-05, eta: 2:10:40, time: 2.035, data_time: 0.004, memory: 16628, top1_acc: 0.6942, top5_acc: 0.8688, loss_cls: 1.2305, loss: 1.2305, grad_norm: 6.8901 2021-01-30 01:18:54,157 - mmaction - INFO - Epoch [254][1840/2147] lr: 6.776e-05, eta: 2:10:06, time: 1.665, data_time: 0.021, memory: 16628, top1_acc: 0.7277, top5_acc: 0.8897, loss_cls: 1.1120, loss: 1.1120, grad_norm: 6.5907 2021-01-30 01:19:22,617 - mmaction - INFO - Epoch [254][1860/2147] lr: 6.776e-05, eta: 2:09:33, time: 1.428, data_time: 0.008, memory: 16628, top1_acc: 0.7054, top5_acc: 0.8772, loss_cls: 1.2126, loss: 1.2126, grad_norm: 6.9022 2021-01-30 01:20:04,488 - mmaction - INFO - Epoch [254][1880/2147] lr: 6.776e-05, eta: 2:08:59, time: 2.084, data_time: 0.007, memory: 16628, top1_acc: 0.6804, top5_acc: 0.8661, loss_cls: 1.3103, loss: 1.3103, grad_norm: 7.2259 2021-01-30 01:20:35,935 - mmaction - INFO - Epoch [254][1900/2147] lr: 6.776e-05, eta: 2:08:25, time: 1.583, data_time: 0.020, memory: 16628, top1_acc: 0.6920, top5_acc: 0.8665, loss_cls: 1.2639, loss: 1.2639, grad_norm: 6.7605 2021-01-30 01:21:07,030 - mmaction - INFO - Epoch [254][1920/2147] lr: 6.776e-05, eta: 2:07:51, time: 1.553, data_time: 0.004, memory: 16628, top1_acc: 0.7237, top5_acc: 0.8826, loss_cls: 1.1651, loss: 1.1651, grad_norm: 6.8607 2021-01-30 01:21:37,131 - mmaction - INFO - Epoch [254][1940/2147] lr: 6.776e-05, eta: 2:07:17, time: 1.506, data_time: 0.005, memory: 16628, top1_acc: 0.7165, top5_acc: 0.8768, loss_cls: 1.2060, loss: 1.2060, grad_norm: 6.7167 2021-01-30 01:22:10,645 - mmaction - INFO - Epoch [254][1960/2147] lr: 6.776e-05, eta: 2:06:43, time: 1.674, data_time: 0.020, memory: 16628, top1_acc: 0.7067, top5_acc: 0.8638, loss_cls: 1.2329, loss: 1.2329, grad_norm: 6.7087 2021-01-30 01:22:43,070 - mmaction - INFO - Epoch [254][1980/2147] lr: 6.776e-05, eta: 2:06:09, time: 1.614, data_time: 0.005, memory: 16628, top1_acc: 0.7009, top5_acc: 0.8741, loss_cls: 1.1873, loss: 1.1873, grad_norm: 6.8179 2021-01-30 01:23:13,454 - mmaction - INFO - Epoch [254][2000/2147] lr: 6.776e-05, eta: 2:05:35, time: 1.526, data_time: 0.012, memory: 16628, top1_acc: 0.7156, top5_acc: 0.8719, loss_cls: 1.2053, loss: 1.2053, grad_norm: 6.6048 2021-01-30 01:23:42,298 - mmaction - INFO - Epoch [254][2020/2147] lr: 6.776e-05, eta: 2:05:01, time: 1.444, data_time: 0.004, memory: 16628, top1_acc: 0.6960, top5_acc: 0.8665, loss_cls: 1.2497, loss: 1.2497, grad_norm: 6.9745 2021-01-30 01:24:12,784 - mmaction - INFO - Epoch [254][2040/2147] lr: 6.776e-05, eta: 2:04:27, time: 1.515, data_time: 0.004, memory: 16628, top1_acc: 0.7062, top5_acc: 0.8759, loss_cls: 1.1857, loss: 1.1857, grad_norm: 6.7780 2021-01-30 01:24:48,043 - mmaction - INFO - Epoch [254][2060/2147] lr: 6.776e-05, eta: 2:03:53, time: 1.770, data_time: 0.012, memory: 16628, top1_acc: 0.7152, top5_acc: 0.8781, loss_cls: 1.1787, loss: 1.1787, grad_norm: 6.6805 2021-01-30 01:25:16,803 - mmaction - INFO - Epoch [254][2080/2147] lr: 6.776e-05, eta: 2:03:19, time: 1.440, data_time: 0.013, memory: 16628, top1_acc: 0.6929, top5_acc: 0.8607, loss_cls: 1.3045, loss: 1.3045, grad_norm: 6.9854 2021-01-30 01:25:47,149 - mmaction - INFO - Epoch [254][2100/2147] lr: 6.776e-05, eta: 2:02:45, time: 1.517, data_time: 0.002, memory: 16628, top1_acc: 0.7098, top5_acc: 0.8728, loss_cls: 1.1568, loss: 1.1568, grad_norm: 6.8003 2021-01-30 01:26:19,115 - mmaction - INFO - Epoch [254][2120/2147] lr: 6.776e-05, eta: 2:02:11, time: 1.598, data_time: 0.003, memory: 16628, top1_acc: 0.7205, top5_acc: 0.8688, loss_cls: 1.1814, loss: 1.1814, grad_norm: 6.6702 2021-01-30 01:26:52,295 - mmaction - INFO - Epoch [254][2140/2147] lr: 6.776e-05, eta: 2:01:37, time: 1.660, data_time: 0.005, memory: 16628, top1_acc: 0.6933, top5_acc: 0.8598, loss_cls: 1.2808, loss: 1.2808, grad_norm: 7.0144 2021-01-30 01:33:28,843 - mmaction - INFO - Epoch [255][20/2147] lr: 3.012e-05, eta: 2:00:54, time: 18.362, data_time: 16.753, memory: 16628, top1_acc: 0.6996, top5_acc: 0.8821, loss_cls: 1.2137, loss: 1.2137, grad_norm: 6.7080 2021-01-30 01:33:57,400 - mmaction - INFO - Epoch [255][40/2147] lr: 3.012e-05, eta: 2:00:20, time: 1.430, data_time: 0.008, memory: 16628, top1_acc: 0.7187, top5_acc: 0.8679, loss_cls: 1.2152, loss: 1.2152, grad_norm: 6.7566 2021-01-30 01:34:30,893 - mmaction - INFO - Epoch [255][60/2147] lr: 3.012e-05, eta: 1:59:46, time: 1.668, data_time: 0.003, memory: 16628, top1_acc: 0.7018, top5_acc: 0.8714, loss_cls: 1.2277, loss: 1.2277, grad_norm: 6.7785 2021-01-30 01:35:05,601 - mmaction - INFO - Epoch [255][80/2147] lr: 3.012e-05, eta: 1:59:12, time: 1.742, data_time: 0.014, memory: 16628, top1_acc: 0.6978, top5_acc: 0.8732, loss_cls: 1.2225, loss: 1.2225, grad_norm: 6.8523 2021-01-30 01:35:35,521 - mmaction - INFO - Epoch [255][100/2147] lr: 3.012e-05, eta: 1:58:38, time: 1.493, data_time: 0.004, memory: 16628, top1_acc: 0.6991, top5_acc: 0.8594, loss_cls: 1.2486, loss: 1.2486, grad_norm: 6.8576 2021-01-30 01:36:04,369 - mmaction - INFO - Epoch [255][120/2147] lr: 3.012e-05, eta: 1:58:04, time: 1.445, data_time: 0.008, memory: 16628, top1_acc: 0.7107, top5_acc: 0.8786, loss_cls: 1.1493, loss: 1.1493, grad_norm: 6.6556 2021-01-30 01:36:37,025 - mmaction - INFO - Epoch [255][140/2147] lr: 3.012e-05, eta: 1:57:30, time: 1.631, data_time: 0.101, memory: 16628, top1_acc: 0.7138, top5_acc: 0.8777, loss_cls: 1.1888, loss: 1.1888, grad_norm: 6.5928 2021-01-30 01:37:08,701 - mmaction - INFO - Epoch [255][160/2147] lr: 3.012e-05, eta: 1:56:56, time: 1.586, data_time: 0.059, memory: 16628, top1_acc: 0.6987, top5_acc: 0.8750, loss_cls: 1.2219, loss: 1.2219, grad_norm: 6.9149 2021-01-30 01:37:38,805 - mmaction - INFO - Epoch [255][180/2147] lr: 3.012e-05, eta: 1:56:22, time: 1.504, data_time: 0.005, memory: 16628, top1_acc: 0.7085, top5_acc: 0.8772, loss_cls: 1.1871, loss: 1.1871, grad_norm: 6.7121 2021-01-30 01:38:10,786 - mmaction - INFO - Epoch [255][200/2147] lr: 3.012e-05, eta: 1:55:48, time: 1.601, data_time: 0.006, memory: 16628, top1_acc: 0.7004, top5_acc: 0.8621, loss_cls: 1.2258, loss: 1.2258, grad_norm: 6.8053 2021-01-30 01:38:42,221 - mmaction - INFO - Epoch [255][220/2147] lr: 3.012e-05, eta: 1:55:14, time: 1.572, data_time: 0.008, memory: 16628, top1_acc: 0.6946, top5_acc: 0.8656, loss_cls: 1.2852, loss: 1.2852, grad_norm: 7.0957 2021-01-30 01:39:13,018 - mmaction - INFO - Epoch [255][240/2147] lr: 3.012e-05, eta: 1:54:40, time: 1.538, data_time: 0.002, memory: 16628, top1_acc: 0.6973, top5_acc: 0.8687, loss_cls: 1.2531, loss: 1.2531, grad_norm: 6.8682 2021-01-30 01:39:41,985 - mmaction - INFO - Epoch [255][260/2147] lr: 3.012e-05, eta: 1:54:06, time: 1.451, data_time: 0.004, memory: 16628, top1_acc: 0.6929, top5_acc: 0.8652, loss_cls: 1.2616, loss: 1.2616, grad_norm: 6.9289 2021-01-30 01:40:13,145 - mmaction - INFO - Epoch [255][280/2147] lr: 3.012e-05, eta: 1:53:32, time: 1.541, data_time: 0.002, memory: 16628, top1_acc: 0.7156, top5_acc: 0.8884, loss_cls: 1.1640, loss: 1.1640, grad_norm: 6.6345 2021-01-30 01:40:42,502 - mmaction - INFO - Epoch [255][300/2147] lr: 3.012e-05, eta: 1:52:58, time: 1.480, data_time: 0.023, memory: 16628, top1_acc: 0.7085, top5_acc: 0.8853, loss_cls: 1.1631, loss: 1.1631, grad_norm: 6.5905 2021-01-30 01:41:12,013 - mmaction - INFO - Epoch [255][320/2147] lr: 3.012e-05, eta: 1:52:24, time: 1.478, data_time: 0.011, memory: 16628, top1_acc: 0.7214, top5_acc: 0.8799, loss_cls: 1.1606, loss: 1.1606, grad_norm: 6.8347 2021-01-30 01:41:57,253 - mmaction - INFO - Epoch [255][340/2147] lr: 3.012e-05, eta: 1:51:51, time: 2.256, data_time: 0.009, memory: 16628, top1_acc: 0.7129, top5_acc: 0.8688, loss_cls: 1.2096, loss: 1.2096, grad_norm: 6.8352 2021-01-30 01:42:28,396 - mmaction - INFO - Epoch [255][360/2147] lr: 3.012e-05, eta: 1:51:17, time: 1.563, data_time: 0.015, memory: 16628, top1_acc: 0.7058, top5_acc: 0.8777, loss_cls: 1.1975, loss: 1.1975, grad_norm: 6.8305 2021-01-30 01:42:58,640 - mmaction - INFO - Epoch [255][380/2147] lr: 3.012e-05, eta: 1:50:43, time: 1.510, data_time: 0.006, memory: 16628, top1_acc: 0.7179, top5_acc: 0.8888, loss_cls: 1.1580, loss: 1.1580, grad_norm: 6.6129 2021-01-30 01:43:28,399 - mmaction - INFO - Epoch [255][400/2147] lr: 3.012e-05, eta: 1:50:09, time: 1.485, data_time: 0.007, memory: 16628, top1_acc: 0.6996, top5_acc: 0.8688, loss_cls: 1.2395, loss: 1.2395, grad_norm: 6.9378 2021-01-30 01:43:58,801 - mmaction - INFO - Epoch [255][420/2147] lr: 3.012e-05, eta: 1:49:35, time: 1.527, data_time: 0.011, memory: 16628, top1_acc: 0.6933, top5_acc: 0.8580, loss_cls: 1.2570, loss: 1.2570, grad_norm: 6.8901 2021-01-30 01:44:29,972 - mmaction - INFO - Epoch [255][440/2147] lr: 3.012e-05, eta: 1:49:01, time: 1.558, data_time: 0.005, memory: 16628, top1_acc: 0.7187, top5_acc: 0.8728, loss_cls: 1.1862, loss: 1.1862, grad_norm: 6.6312 2021-01-30 01:44:58,438 - mmaction - INFO - Epoch [255][460/2147] lr: 3.012e-05, eta: 1:48:27, time: 1.424, data_time: 0.004, memory: 16628, top1_acc: 0.7174, top5_acc: 0.8795, loss_cls: 1.1816, loss: 1.1816, grad_norm: 6.7950 2021-01-30 01:45:28,858 - mmaction - INFO - Epoch [255][480/2147] lr: 3.012e-05, eta: 1:47:53, time: 1.521, data_time: 0.002, memory: 16628, top1_acc: 0.7183, top5_acc: 0.8754, loss_cls: 1.1785, loss: 1.1785, grad_norm: 6.5908 2021-01-30 01:45:57,990 - mmaction - INFO - Epoch [255][500/2147] lr: 3.012e-05, eta: 1:47:19, time: 1.449, data_time: 0.002, memory: 16628, top1_acc: 0.7179, top5_acc: 0.8750, loss_cls: 1.1863, loss: 1.1863, grad_norm: 6.6950 2021-01-30 01:46:28,371 - mmaction - INFO - Epoch [255][520/2147] lr: 3.012e-05, eta: 1:46:45, time: 1.526, data_time: 0.009, memory: 16628, top1_acc: 0.7121, top5_acc: 0.8839, loss_cls: 1.1874, loss: 1.1874, grad_norm: 6.8347 2021-01-30 01:47:01,424 - mmaction - INFO - Epoch [255][540/2147] lr: 3.012e-05, eta: 1:46:11, time: 1.652, data_time: 0.083, memory: 16628, top1_acc: 0.6982, top5_acc: 0.8634, loss_cls: 1.2568, loss: 1.2568, grad_norm: 6.8699 2021-01-30 01:47:30,580 - mmaction - INFO - Epoch [255][560/2147] lr: 3.012e-05, eta: 1:45:37, time: 1.456, data_time: 0.006, memory: 16628, top1_acc: 0.7004, top5_acc: 0.8647, loss_cls: 1.2378, loss: 1.2378, grad_norm: 6.7737 2021-01-30 01:48:04,839 - mmaction - INFO - Epoch [255][580/2147] lr: 3.012e-05, eta: 1:45:03, time: 1.701, data_time: 0.005, memory: 16628, top1_acc: 0.7040, top5_acc: 0.8683, loss_cls: 1.2120, loss: 1.2120, grad_norm: 6.7643 2021-01-30 01:48:35,044 - mmaction - INFO - Epoch [255][600/2147] lr: 3.012e-05, eta: 1:44:29, time: 1.523, data_time: 0.017, memory: 16628, top1_acc: 0.7080, top5_acc: 0.8612, loss_cls: 1.2740, loss: 1.2740, grad_norm: 6.8550 2021-01-30 01:49:05,754 - mmaction - INFO - Epoch [255][620/2147] lr: 3.012e-05, eta: 1:43:55, time: 1.536, data_time: 0.007, memory: 16628, top1_acc: 0.7098, top5_acc: 0.8768, loss_cls: 1.1599, loss: 1.1599, grad_norm: 6.7840 2021-01-30 01:49:37,419 - mmaction - INFO - Epoch [255][640/2147] lr: 3.012e-05, eta: 1:43:21, time: 1.582, data_time: 0.007, memory: 16628, top1_acc: 0.7031, top5_acc: 0.8692, loss_cls: 1.2144, loss: 1.2144, grad_norm: 6.8731 2021-01-30 01:50:08,563 - mmaction - INFO - Epoch [255][660/2147] lr: 3.012e-05, eta: 1:42:47, time: 1.553, data_time: 0.005, memory: 16628, top1_acc: 0.7094, top5_acc: 0.8652, loss_cls: 1.2196, loss: 1.2196, grad_norm: 6.8364 2021-01-30 01:50:39,334 - mmaction - INFO - Epoch [255][680/2147] lr: 3.012e-05, eta: 1:42:13, time: 1.543, data_time: 0.010, memory: 16628, top1_acc: 0.6844, top5_acc: 0.8603, loss_cls: 1.3089, loss: 1.3089, grad_norm: 6.9959 2021-01-30 01:51:10,927 - mmaction - INFO - Epoch [255][700/2147] lr: 3.012e-05, eta: 1:41:39, time: 1.580, data_time: 0.016, memory: 16628, top1_acc: 0.7134, top5_acc: 0.8732, loss_cls: 1.1735, loss: 1.1735, grad_norm: 6.5665 2021-01-30 01:51:42,308 - mmaction - INFO - Epoch [255][720/2147] lr: 3.012e-05, eta: 1:41:05, time: 1.489, data_time: 0.006, memory: 16628, top1_acc: 0.6933, top5_acc: 0.8585, loss_cls: 1.2574, loss: 1.2574, grad_norm: 6.8680 2021-01-30 01:52:14,929 - mmaction - INFO - Epoch [255][740/2147] lr: 3.012e-05, eta: 1:40:31, time: 1.712, data_time: 0.086, memory: 16628, top1_acc: 0.7317, top5_acc: 0.8812, loss_cls: 1.1395, loss: 1.1395, grad_norm: 6.6964 2021-01-30 01:52:46,149 - mmaction - INFO - Epoch [255][760/2147] lr: 3.012e-05, eta: 1:39:57, time: 1.563, data_time: 0.009, memory: 16628, top1_acc: 0.7022, top5_acc: 0.8696, loss_cls: 1.2307, loss: 1.2307, grad_norm: 6.8558 2021-01-30 01:53:18,567 - mmaction - INFO - Epoch [255][780/2147] lr: 3.012e-05, eta: 1:39:23, time: 1.615, data_time: 0.005, memory: 16628, top1_acc: 0.7071, top5_acc: 0.8781, loss_cls: 1.2105, loss: 1.2105, grad_norm: 6.7966 2021-01-30 01:53:48,896 - mmaction - INFO - Epoch [255][800/2147] lr: 3.012e-05, eta: 1:38:49, time: 1.521, data_time: 0.014, memory: 16628, top1_acc: 0.6924, top5_acc: 0.8643, loss_cls: 1.2586, loss: 1.2586, grad_norm: 7.0927 2021-01-30 01:54:18,550 - mmaction - INFO - Epoch [255][820/2147] lr: 3.012e-05, eta: 1:38:15, time: 1.484, data_time: 0.004, memory: 16628, top1_acc: 0.7045, top5_acc: 0.8558, loss_cls: 1.2431, loss: 1.2431, grad_norm: 6.8226 2021-01-30 01:54:49,303 - mmaction - INFO - Epoch [255][840/2147] lr: 3.012e-05, eta: 1:37:41, time: 1.531, data_time: 0.005, memory: 16628, top1_acc: 0.6942, top5_acc: 0.8652, loss_cls: 1.2804, loss: 1.2804, grad_norm: 7.0350 2021-01-30 01:55:21,326 - mmaction - INFO - Epoch [255][860/2147] lr: 3.012e-05, eta: 1:37:07, time: 1.603, data_time: 0.016, memory: 16628, top1_acc: 0.7174, top5_acc: 0.8696, loss_cls: 1.2185, loss: 1.2185, grad_norm: 6.8363 2021-01-30 01:55:51,024 - mmaction - INFO - Epoch [255][880/2147] lr: 3.012e-05, eta: 1:36:33, time: 1.490, data_time: 0.012, memory: 16628, top1_acc: 0.7063, top5_acc: 0.8741, loss_cls: 1.2105, loss: 1.2105, grad_norm: 6.6964 2021-01-30 01:56:22,485 - mmaction - INFO - Epoch [255][900/2147] lr: 3.012e-05, eta: 1:36:00, time: 1.572, data_time: 0.005, memory: 16628, top1_acc: 0.6969, top5_acc: 0.8737, loss_cls: 1.2339, loss: 1.2339, grad_norm: 6.9805 2021-01-30 01:57:08,268 - mmaction - INFO - Epoch [255][920/2147] lr: 3.012e-05, eta: 1:35:26, time: 2.287, data_time: 0.007, memory: 16628, top1_acc: 0.7067, top5_acc: 0.8754, loss_cls: 1.2257, loss: 1.2257, grad_norm: 6.8114 2021-01-30 01:57:39,840 - mmaction - INFO - Epoch [255][940/2147] lr: 3.012e-05, eta: 1:34:52, time: 1.580, data_time: 0.008, memory: 16628, top1_acc: 0.7254, top5_acc: 0.8853, loss_cls: 1.1148, loss: 1.1148, grad_norm: 6.5161 2021-01-30 01:58:13,195 - mmaction - INFO - Epoch [255][960/2147] lr: 3.012e-05, eta: 1:34:18, time: 1.669, data_time: 0.007, memory: 16628, top1_acc: 0.7165, top5_acc: 0.8723, loss_cls: 1.1736, loss: 1.1736, grad_norm: 6.6876 2021-01-30 01:58:41,784 - mmaction - INFO - Epoch [255][980/2147] lr: 3.012e-05, eta: 1:33:44, time: 1.429, data_time: 0.005, memory: 16628, top1_acc: 0.7080, top5_acc: 0.8746, loss_cls: 1.2014, loss: 1.2014, grad_norm: 6.8302 2021-01-30 01:59:11,991 - mmaction - INFO - Epoch [255][1000/2147] lr: 3.012e-05, eta: 1:33:10, time: 1.510, data_time: 0.005, memory: 16628, top1_acc: 0.7188, top5_acc: 0.8732, loss_cls: 1.1823, loss: 1.1823, grad_norm: 6.7829 2021-01-30 01:59:42,581 - mmaction - INFO - Epoch [255][1020/2147] lr: 3.012e-05, eta: 1:32:36, time: 1.531, data_time: 0.007, memory: 16628, top1_acc: 0.7062, top5_acc: 0.8696, loss_cls: 1.1839, loss: 1.1839, grad_norm: 6.6143 2021-01-30 02:00:13,427 - mmaction - INFO - Epoch [255][1040/2147] lr: 3.012e-05, eta: 1:32:02, time: 1.543, data_time: 0.003, memory: 16628, top1_acc: 0.7219, top5_acc: 0.8723, loss_cls: 1.1941, loss: 1.1941, grad_norm: 6.5001 2021-01-30 02:00:44,208 - mmaction - INFO - Epoch [255][1060/2147] lr: 3.012e-05, eta: 1:31:28, time: 1.530, data_time: 0.003, memory: 16628, top1_acc: 0.7107, top5_acc: 0.8871, loss_cls: 1.1900, loss: 1.1900, grad_norm: 6.9251 2021-01-30 02:01:17,559 - mmaction - INFO - Epoch [255][1080/2147] lr: 3.012e-05, eta: 1:30:54, time: 1.677, data_time: 0.011, memory: 16628, top1_acc: 0.7250, top5_acc: 0.8741, loss_cls: 1.1712, loss: 1.1712, grad_norm: 6.6158 2021-01-30 02:01:54,402 - mmaction - INFO - Epoch [255][1100/2147] lr: 3.012e-05, eta: 1:30:20, time: 1.837, data_time: 0.004, memory: 16628, top1_acc: 0.6879, top5_acc: 0.8558, loss_cls: 1.2874, loss: 1.2874, grad_norm: 6.9942 2021-01-30 02:02:23,119 - mmaction - INFO - Epoch [255][1120/2147] lr: 3.012e-05, eta: 1:29:46, time: 1.439, data_time: 0.017, memory: 16628, top1_acc: 0.6888, top5_acc: 0.8580, loss_cls: 1.2675, loss: 1.2675, grad_norm: 7.1859 2021-01-30 02:02:54,081 - mmaction - INFO - Epoch [255][1140/2147] lr: 3.012e-05, eta: 1:29:12, time: 1.549, data_time: 0.003, memory: 16628, top1_acc: 0.7232, top5_acc: 0.8737, loss_cls: 1.1481, loss: 1.1481, grad_norm: 6.6543 2021-01-30 02:03:26,604 - mmaction - INFO - Epoch [255][1160/2147] lr: 3.012e-05, eta: 1:28:38, time: 1.623, data_time: 0.031, memory: 16628, top1_acc: 0.7214, top5_acc: 0.8786, loss_cls: 1.1399, loss: 1.1399, grad_norm: 6.6749 2021-01-30 02:03:57,441 - mmaction - INFO - Epoch [255][1180/2147] lr: 3.012e-05, eta: 1:28:04, time: 1.541, data_time: 0.021, memory: 16628, top1_acc: 0.7071, top5_acc: 0.8705, loss_cls: 1.1997, loss: 1.1997, grad_norm: 6.6513 2021-01-30 02:04:28,954 - mmaction - INFO - Epoch [255][1200/2147] lr: 3.012e-05, eta: 1:27:30, time: 1.571, data_time: 0.014, memory: 16628, top1_acc: 0.7103, top5_acc: 0.8679, loss_cls: 1.2235, loss: 1.2235, grad_norm: 6.8165 2021-01-30 02:05:00,266 - mmaction - INFO - Epoch [255][1220/2147] lr: 3.012e-05, eta: 1:26:56, time: 1.571, data_time: 0.010, memory: 16628, top1_acc: 0.7067, top5_acc: 0.8839, loss_cls: 1.1692, loss: 1.1692, grad_norm: 6.6966 2021-01-30 02:05:31,785 - mmaction - INFO - Epoch [255][1240/2147] lr: 3.012e-05, eta: 1:26:22, time: 1.576, data_time: 0.005, memory: 16628, top1_acc: 0.7071, top5_acc: 0.8790, loss_cls: 1.2133, loss: 1.2133, grad_norm: 6.9871 2021-01-30 02:06:00,281 - mmaction - INFO - Epoch [255][1260/2147] lr: 3.012e-05, eta: 1:25:48, time: 1.427, data_time: 0.006, memory: 16628, top1_acc: 0.6987, top5_acc: 0.8585, loss_cls: 1.2227, loss: 1.2227, grad_norm: 6.8333 2021-01-30 02:06:34,710 - mmaction - INFO - Epoch [255][1280/2147] lr: 3.012e-05, eta: 1:25:14, time: 1.587, data_time: 0.002, memory: 16628, top1_acc: 0.7098, top5_acc: 0.8679, loss_cls: 1.2253, loss: 1.2253, grad_norm: 6.9427 2021-01-30 02:07:15,249 - mmaction - INFO - Epoch [255][1300/2147] lr: 3.012e-05, eta: 1:24:41, time: 2.159, data_time: 0.181, memory: 16628, top1_acc: 0.7076, top5_acc: 0.8817, loss_cls: 1.1898, loss: 1.1898, grad_norm: 6.8158 2021-01-30 02:07:43,775 - mmaction - INFO - Epoch [255][1320/2147] lr: 3.012e-05, eta: 1:24:07, time: 1.429, data_time: 0.006, memory: 16628, top1_acc: 0.7103, top5_acc: 0.8647, loss_cls: 1.2266, loss: 1.2266, grad_norm: 6.7924 2021-01-30 02:08:18,654 - mmaction - INFO - Epoch [255][1340/2147] lr: 3.012e-05, eta: 1:23:33, time: 1.744, data_time: 0.003, memory: 16628, top1_acc: 0.7112, top5_acc: 0.8629, loss_cls: 1.2257, loss: 1.2257, grad_norm: 6.7653 2021-01-30 02:08:57,108 - mmaction - INFO - Epoch [255][1360/2147] lr: 3.012e-05, eta: 1:22:59, time: 1.915, data_time: 0.005, memory: 16628, top1_acc: 0.7210, top5_acc: 0.8754, loss_cls: 1.1626, loss: 1.1626, grad_norm: 6.6267 2021-01-30 02:09:27,809 - mmaction - INFO - Epoch [255][1380/2147] lr: 3.012e-05, eta: 1:22:25, time: 1.542, data_time: 0.010, memory: 16628, top1_acc: 0.7089, top5_acc: 0.8741, loss_cls: 1.2091, loss: 1.2091, grad_norm: 6.7614 2021-01-30 02:09:56,986 - mmaction - INFO - Epoch [255][1400/2147] lr: 3.012e-05, eta: 1:21:51, time: 1.455, data_time: 0.009, memory: 16628, top1_acc: 0.6857, top5_acc: 0.8616, loss_cls: 1.2897, loss: 1.2897, grad_norm: 6.9103 2021-01-30 02:10:28,600 - mmaction - INFO - Epoch [255][1420/2147] lr: 3.012e-05, eta: 1:21:17, time: 1.568, data_time: 0.018, memory: 16628, top1_acc: 0.7027, top5_acc: 0.8804, loss_cls: 1.2262, loss: 1.2262, grad_norm: 6.8570 2021-01-30 02:10:58,483 - mmaction - INFO - Epoch [255][1440/2147] lr: 3.012e-05, eta: 1:20:43, time: 1.511, data_time: 0.026, memory: 16628, top1_acc: 0.7147, top5_acc: 0.8826, loss_cls: 1.1848, loss: 1.1848, grad_norm: 6.7170 2021-01-30 02:11:27,789 - mmaction - INFO - Epoch [255][1460/2147] lr: 3.012e-05, eta: 1:20:09, time: 1.464, data_time: 0.002, memory: 16628, top1_acc: 0.6969, top5_acc: 0.8656, loss_cls: 1.2457, loss: 1.2457, grad_norm: 6.8768 2021-01-30 02:12:12,396 - mmaction - INFO - Epoch [255][1480/2147] lr: 3.012e-05, eta: 1:19:35, time: 2.229, data_time: 0.004, memory: 16628, top1_acc: 0.7009, top5_acc: 0.8634, loss_cls: 1.2406, loss: 1.2406, grad_norm: 7.0011 2021-01-30 02:12:46,691 - mmaction - INFO - Epoch [255][1500/2147] lr: 3.012e-05, eta: 1:19:01, time: 1.707, data_time: 0.008, memory: 16628, top1_acc: 0.6920, top5_acc: 0.8710, loss_cls: 1.2387, loss: 1.2387, grad_norm: 6.8222 2021-01-30 02:13:19,276 - mmaction - INFO - Epoch [255][1520/2147] lr: 3.012e-05, eta: 1:18:27, time: 1.638, data_time: 0.016, memory: 16628, top1_acc: 0.7268, top5_acc: 0.8799, loss_cls: 1.1268, loss: 1.1268, grad_norm: 6.4345 2021-01-30 02:13:49,863 - mmaction - INFO - Epoch [255][1540/2147] lr: 3.012e-05, eta: 1:17:53, time: 1.529, data_time: 0.002, memory: 16628, top1_acc: 0.7138, top5_acc: 0.8812, loss_cls: 1.1817, loss: 1.1817, grad_norm: 6.7267 2021-01-30 02:14:23,517 - mmaction - INFO - Epoch [255][1560/2147] lr: 3.012e-05, eta: 1:17:19, time: 1.675, data_time: 0.004, memory: 16628, top1_acc: 0.7134, top5_acc: 0.8795, loss_cls: 1.1642, loss: 1.1642, grad_norm: 6.7710 2021-01-30 02:14:54,879 - mmaction - INFO - Epoch [255][1580/2147] lr: 3.012e-05, eta: 1:16:45, time: 1.573, data_time: 0.012, memory: 16628, top1_acc: 0.7027, top5_acc: 0.8683, loss_cls: 1.2372, loss: 1.2372, grad_norm: 7.0658 2021-01-30 02:15:23,835 - mmaction - INFO - Epoch [255][1600/2147] lr: 3.012e-05, eta: 1:16:11, time: 1.451, data_time: 0.005, memory: 16628, top1_acc: 0.7138, top5_acc: 0.8616, loss_cls: 1.2506, loss: 1.2506, grad_norm: 6.7011 2021-01-30 02:15:52,626 - mmaction - INFO - Epoch [255][1620/2147] lr: 3.012e-05, eta: 1:15:37, time: 1.436, data_time: 0.004, memory: 16628, top1_acc: 0.7080, top5_acc: 0.8817, loss_cls: 1.1796, loss: 1.1796, grad_norm: 6.6602 2021-01-30 02:16:24,115 - mmaction - INFO - Epoch [255][1640/2147] lr: 3.012e-05, eta: 1:15:03, time: 1.576, data_time: 0.006, memory: 16628, top1_acc: 0.7071, top5_acc: 0.8670, loss_cls: 1.2265, loss: 1.2265, grad_norm: 6.7543 2021-01-30 02:17:06,476 - mmaction - INFO - Epoch [255][1660/2147] lr: 3.012e-05, eta: 1:14:29, time: 2.113, data_time: 0.009, memory: 16628, top1_acc: 0.6906, top5_acc: 0.8625, loss_cls: 1.2658, loss: 1.2658, grad_norm: 7.0049 2021-01-30 02:17:36,723 - mmaction - INFO - Epoch [255][1680/2147] lr: 3.012e-05, eta: 1:13:56, time: 1.517, data_time: 0.013, memory: 16628, top1_acc: 0.7214, top5_acc: 0.8830, loss_cls: 1.1646, loss: 1.1646, grad_norm: 6.8195 2021-01-30 02:18:10,443 - mmaction - INFO - Epoch [255][1700/2147] lr: 3.012e-05, eta: 1:13:22, time: 1.687, data_time: 0.006, memory: 16628, top1_acc: 0.6955, top5_acc: 0.8701, loss_cls: 1.2380, loss: 1.2380, grad_norm: 6.7781 2021-01-30 02:18:41,746 - mmaction - INFO - Epoch [255][1720/2147] lr: 3.012e-05, eta: 1:12:48, time: 1.567, data_time: 0.005, memory: 16628, top1_acc: 0.7281, top5_acc: 0.8817, loss_cls: 1.1144, loss: 1.1144, grad_norm: 6.4208 2021-01-30 02:19:11,247 - mmaction - INFO - Epoch [255][1740/2147] lr: 3.012e-05, eta: 1:12:14, time: 1.476, data_time: 0.004, memory: 16628, top1_acc: 0.6969, top5_acc: 0.8683, loss_cls: 1.2630, loss: 1.2630, grad_norm: 6.9135 2021-01-30 02:19:42,994 - mmaction - INFO - Epoch [255][1760/2147] lr: 3.012e-05, eta: 1:11:40, time: 1.584, data_time: 0.004, memory: 16628, top1_acc: 0.7089, top5_acc: 0.8719, loss_cls: 1.2013, loss: 1.2013, grad_norm: 6.8280 2021-01-30 02:20:11,624 - mmaction - INFO - Epoch [255][1780/2147] lr: 3.012e-05, eta: 1:11:06, time: 1.433, data_time: 0.010, memory: 16628, top1_acc: 0.7103, top5_acc: 0.8679, loss_cls: 1.2219, loss: 1.2219, grad_norm: 6.9372 2021-01-30 02:20:40,774 - mmaction - INFO - Epoch [255][1800/2147] lr: 3.012e-05, eta: 1:10:32, time: 1.455, data_time: 0.005, memory: 16628, top1_acc: 0.7094, top5_acc: 0.8746, loss_cls: 1.1921, loss: 1.1921, grad_norm: 6.7745 2021-01-30 02:21:12,280 - mmaction - INFO - Epoch [255][1820/2147] lr: 3.012e-05, eta: 1:09:58, time: 1.557, data_time: 0.014, memory: 16628, top1_acc: 0.7187, top5_acc: 0.8804, loss_cls: 1.1614, loss: 1.1614, grad_norm: 6.7658 2021-01-30 02:21:43,248 - mmaction - INFO - Epoch [255][1840/2147] lr: 3.012e-05, eta: 1:09:24, time: 1.543, data_time: 0.096, memory: 16628, top1_acc: 0.7143, top5_acc: 0.8710, loss_cls: 1.2062, loss: 1.2062, grad_norm: 6.8541 2021-01-30 02:22:18,156 - mmaction - INFO - Epoch [255][1860/2147] lr: 3.012e-05, eta: 1:08:50, time: 1.772, data_time: 0.029, memory: 16628, top1_acc: 0.6987, top5_acc: 0.8696, loss_cls: 1.2213, loss: 1.2213, grad_norm: 6.8288 2021-01-30 02:22:48,896 - mmaction - INFO - Epoch [255][1880/2147] lr: 3.012e-05, eta: 1:08:16, time: 1.537, data_time: 0.012, memory: 16628, top1_acc: 0.7156, top5_acc: 0.8692, loss_cls: 1.2186, loss: 1.2186, grad_norm: 6.7918 2021-01-30 02:23:18,915 - mmaction - INFO - Epoch [255][1900/2147] lr: 3.012e-05, eta: 1:07:42, time: 1.502, data_time: 0.008, memory: 16628, top1_acc: 0.7054, top5_acc: 0.8647, loss_cls: 1.2602, loss: 1.2602, grad_norm: 6.7523 2021-01-30 02:23:49,139 - mmaction - INFO - Epoch [255][1920/2147] lr: 3.012e-05, eta: 1:07:08, time: 1.510, data_time: 0.005, memory: 16628, top1_acc: 0.7036, top5_acc: 0.8634, loss_cls: 1.2179, loss: 1.2179, grad_norm: 6.8228 2021-01-30 02:24:20,986 - mmaction - INFO - Epoch [255][1940/2147] lr: 3.012e-05, eta: 1:06:34, time: 1.576, data_time: 0.007, memory: 16628, top1_acc: 0.6879, top5_acc: 0.8688, loss_cls: 1.2814, loss: 1.2814, grad_norm: 6.9335 2021-01-30 02:24:54,133 - mmaction - INFO - Epoch [255][1960/2147] lr: 3.012e-05, eta: 1:06:00, time: 1.668, data_time: 0.025, memory: 16628, top1_acc: 0.7054, top5_acc: 0.8746, loss_cls: 1.2008, loss: 1.2008, grad_norm: 6.7337 2021-01-30 02:25:23,378 - mmaction - INFO - Epoch [255][1980/2147] lr: 3.012e-05, eta: 1:05:26, time: 1.466, data_time: 0.012, memory: 16628, top1_acc: 0.7246, top5_acc: 0.8786, loss_cls: 1.1643, loss: 1.1643, grad_norm: 6.8247 2021-01-30 02:25:54,790 - mmaction - INFO - Epoch [255][2000/2147] lr: 3.012e-05, eta: 1:04:52, time: 1.571, data_time: 0.005, memory: 16628, top1_acc: 0.7000, top5_acc: 0.8670, loss_cls: 1.2475, loss: 1.2475, grad_norm: 6.8474 2021-01-30 02:26:27,672 - mmaction - INFO - Epoch [255][2020/2147] lr: 3.012e-05, eta: 1:04:18, time: 1.642, data_time: 0.005, memory: 16628, top1_acc: 0.6996, top5_acc: 0.8728, loss_cls: 1.2312, loss: 1.2312, grad_norm: 6.8903 2021-01-30 02:27:01,517 - mmaction - INFO - Epoch [255][2040/2147] lr: 3.012e-05, eta: 1:03:44, time: 1.689, data_time: 0.009, memory: 16628, top1_acc: 0.7295, top5_acc: 0.8746, loss_cls: 1.1487, loss: 1.1487, grad_norm: 6.5249 2021-01-30 02:27:33,287 - mmaction - INFO - Epoch [255][2060/2147] lr: 3.012e-05, eta: 1:03:10, time: 1.595, data_time: 0.013, memory: 16628, top1_acc: 0.7277, top5_acc: 0.8772, loss_cls: 1.1288, loss: 1.1288, grad_norm: 6.4253 2021-01-30 02:28:06,146 - mmaction - INFO - Epoch [255][2080/2147] lr: 3.012e-05, eta: 1:02:37, time: 1.636, data_time: 0.004, memory: 16628, top1_acc: 0.7129, top5_acc: 0.8804, loss_cls: 1.1803, loss: 1.1803, grad_norm: 6.7242 2021-01-30 02:28:38,339 - mmaction - INFO - Epoch [255][2100/2147] lr: 3.012e-05, eta: 1:02:03, time: 1.611, data_time: 0.029, memory: 16628, top1_acc: 0.7054, top5_acc: 0.8705, loss_cls: 1.2505, loss: 1.2505, grad_norm: 6.9650 2021-01-30 02:29:07,597 - mmaction - INFO - Epoch [255][2120/2147] lr: 3.012e-05, eta: 1:01:29, time: 1.469, data_time: 0.010, memory: 16628, top1_acc: 0.7210, top5_acc: 0.8714, loss_cls: 1.1819, loss: 1.1819, grad_norm: 6.5446 2021-01-30 02:29:38,006 - mmaction - INFO - Epoch [255][2140/2147] lr: 3.012e-05, eta: 1:00:55, time: 1.516, data_time: 0.002, memory: 16628, top1_acc: 0.7098, top5_acc: 0.8701, loss_cls: 1.2246, loss: 1.2246, grad_norm: 6.7613 2021-01-30 02:54:37,429 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-01-30 02:54:38,220 - mmaction - INFO - top1_acc 0.6955 top5_acc 0.8838 2021-01-30 02:54:38,220 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-01-30 02:54:38,281 - mmaction - INFO - mean_acc 0.6955 2021-01-30 02:54:38,282 - mmaction - INFO - Now best checkpoint is epoch_255.pth 2021-01-30 02:54:38,304 - mmaction - INFO - Epoch(val) [255][2147] top1_acc: 0.6955, top5_acc: 0.8838, mean_class_accuracy: 0.6955 2021-01-30 03:01:11,360 - mmaction - INFO - Epoch [256][20/2147] lr: 7.530e-06, eta: 1:00:10, time: 19.646, data_time: 17.947, memory: 16628, top1_acc: 0.7067, top5_acc: 0.8612, loss_cls: 1.2733, loss: 1.2733, grad_norm: 6.8307 2021-01-30 03:01:44,650 - mmaction - INFO - Epoch [256][40/2147] lr: 7.530e-06, eta: 0:59:36, time: 1.661, data_time: 0.011, memory: 16628, top1_acc: 0.6893, top5_acc: 0.8567, loss_cls: 1.2726, loss: 1.2726, grad_norm: 6.9298 2021-01-30 03:02:15,541 - mmaction - INFO - Epoch [256][60/2147] lr: 7.530e-06, eta: 0:59:02, time: 1.552, data_time: 0.019, memory: 16628, top1_acc: 0.7152, top5_acc: 0.8705, loss_cls: 1.1996, loss: 1.1996, grad_norm: 6.5973 2021-01-30 03:02:44,526 - mmaction - INFO - Epoch [256][80/2147] lr: 7.530e-06, eta: 0:58:28, time: 1.450, data_time: 0.007, memory: 16628, top1_acc: 0.7067, top5_acc: 0.8714, loss_cls: 1.2334, loss: 1.2334, grad_norm: 6.9720 2021-01-30 03:03:18,687 - mmaction - INFO - Epoch [256][100/2147] lr: 7.530e-06, eta: 0:57:54, time: 1.708, data_time: 0.002, memory: 16628, top1_acc: 0.7152, top5_acc: 0.8692, loss_cls: 1.1781, loss: 1.1781, grad_norm: 6.7284 2021-01-30 03:03:47,309 - mmaction - INFO - Epoch [256][120/2147] lr: 7.530e-06, eta: 0:57:20, time: 1.431, data_time: 0.003, memory: 16628, top1_acc: 0.7138, top5_acc: 0.8879, loss_cls: 1.1482, loss: 1.1482, grad_norm: 6.6544 2021-01-30 03:04:16,331 - mmaction - INFO - Epoch [256][140/2147] lr: 7.530e-06, eta: 0:56:46, time: 1.450, data_time: 0.002, memory: 16628, top1_acc: 0.6893, top5_acc: 0.8616, loss_cls: 1.2641, loss: 1.2641, grad_norm: 6.8239 2021-01-30 03:04:46,989 - mmaction - INFO - Epoch [256][160/2147] lr: 7.530e-06, eta: 0:56:12, time: 1.535, data_time: 0.006, memory: 16628, top1_acc: 0.7103, top5_acc: 0.8772, loss_cls: 1.1609, loss: 1.1609, grad_norm: 6.6397 2021-01-30 03:05:16,145 - mmaction - INFO - Epoch [256][180/2147] lr: 7.530e-06, eta: 0:55:38, time: 1.455, data_time: 0.002, memory: 16628, top1_acc: 0.7094, top5_acc: 0.8768, loss_cls: 1.2529, loss: 1.2529, grad_norm: 7.0501 2021-01-30 03:05:46,271 - mmaction - INFO - Epoch [256][200/2147] lr: 7.530e-06, eta: 0:55:05, time: 1.508, data_time: 0.011, memory: 16628, top1_acc: 0.7067, top5_acc: 0.8705, loss_cls: 1.1941, loss: 1.1941, grad_norm: 6.6970 2021-01-30 03:06:16,240 - mmaction - INFO - Epoch [256][220/2147] lr: 7.530e-06, eta: 0:54:31, time: 1.499, data_time: 0.006, memory: 16628, top1_acc: 0.7219, top5_acc: 0.8763, loss_cls: 1.1419, loss: 1.1419, grad_norm: 6.6069 2021-01-30 03:06:52,116 - mmaction - INFO - Epoch [256][240/2147] lr: 7.530e-06, eta: 0:53:57, time: 1.794, data_time: 0.003, memory: 16628, top1_acc: 0.6857, top5_acc: 0.8799, loss_cls: 1.2132, loss: 1.2132, grad_norm: 6.9584 2021-01-30 03:07:23,029 - mmaction - INFO - Epoch [256][260/2147] lr: 7.530e-06, eta: 0:53:23, time: 1.546, data_time: 0.006, memory: 16628, top1_acc: 0.7018, top5_acc: 0.8598, loss_cls: 1.2483, loss: 1.2483, grad_norm: 6.8971 2021-01-30 03:07:53,470 - mmaction - INFO - Epoch [256][280/2147] lr: 7.530e-06, eta: 0:52:49, time: 1.522, data_time: 0.002, memory: 16628, top1_acc: 0.6987, top5_acc: 0.8647, loss_cls: 1.2575, loss: 1.2575, grad_norm: 6.9581 2021-01-30 03:08:24,164 - mmaction - INFO - Epoch [256][300/2147] lr: 7.530e-06, eta: 0:52:15, time: 1.535, data_time: 0.031, memory: 16628, top1_acc: 0.7107, top5_acc: 0.8652, loss_cls: 1.2059, loss: 1.2059, grad_norm: 6.9386 2021-01-30 03:08:53,168 - mmaction - INFO - Epoch [256][320/2147] lr: 7.530e-06, eta: 0:51:41, time: 1.450, data_time: 0.003, memory: 16628, top1_acc: 0.7013, top5_acc: 0.8772, loss_cls: 1.2141, loss: 1.2141, grad_norm: 6.8341 2021-01-30 03:09:22,394 - mmaction - INFO - Epoch [256][340/2147] lr: 7.530e-06, eta: 0:51:07, time: 1.456, data_time: 0.002, memory: 16628, top1_acc: 0.7076, top5_acc: 0.8737, loss_cls: 1.1853, loss: 1.1853, grad_norm: 6.8021 2021-01-30 03:09:51,052 - mmaction - INFO - Epoch [256][360/2147] lr: 7.530e-06, eta: 0:50:33, time: 1.438, data_time: 0.009, memory: 16628, top1_acc: 0.7223, top5_acc: 0.8759, loss_cls: 1.2056, loss: 1.2056, grad_norm: 6.7670 2021-01-30 03:10:19,639 - mmaction - INFO - Epoch [256][380/2147] lr: 7.530e-06, eta: 0:49:59, time: 1.430, data_time: 0.005, memory: 16628, top1_acc: 0.7071, top5_acc: 0.8732, loss_cls: 1.2100, loss: 1.2100, grad_norm: 6.9766 2021-01-30 03:10:51,457 - mmaction - INFO - Epoch [256][400/2147] lr: 7.530e-06, eta: 0:49:25, time: 1.590, data_time: 0.005, memory: 16628, top1_acc: 0.7071, top5_acc: 0.8696, loss_cls: 1.2314, loss: 1.2314, grad_norm: 6.8083 2021-01-30 03:11:21,407 - mmaction - INFO - Epoch [256][420/2147] lr: 7.530e-06, eta: 0:48:51, time: 1.495, data_time: 0.003, memory: 16628, top1_acc: 0.7049, top5_acc: 0.8701, loss_cls: 1.2167, loss: 1.2167, grad_norm: 6.8290 2021-01-30 03:12:00,488 - mmaction - INFO - Epoch [256][440/2147] lr: 7.530e-06, eta: 0:48:17, time: 1.951, data_time: 0.073, memory: 16628, top1_acc: 0.7071, top5_acc: 0.8625, loss_cls: 1.2396, loss: 1.2396, grad_norm: 6.8462 2021-01-30 03:12:30,184 - mmaction - INFO - Epoch [256][460/2147] lr: 7.530e-06, eta: 0:47:43, time: 1.490, data_time: 0.008, memory: 16628, top1_acc: 0.7161, top5_acc: 0.8688, loss_cls: 1.1932, loss: 1.1932, grad_norm: 6.7130 2021-01-30 03:13:07,812 - mmaction - INFO - Epoch [256][480/2147] lr: 7.530e-06, eta: 0:47:09, time: 1.879, data_time: 0.004, memory: 16628, top1_acc: 0.6987, top5_acc: 0.8701, loss_cls: 1.2525, loss: 1.2525, grad_norm: 6.8071 2021-01-30 03:13:36,516 - mmaction - INFO - Epoch [256][500/2147] lr: 7.530e-06, eta: 0:46:35, time: 1.435, data_time: 0.009, memory: 16628, top1_acc: 0.6982, top5_acc: 0.8638, loss_cls: 1.2552, loss: 1.2552, grad_norm: 6.9217 2021-01-30 03:14:07,366 - mmaction - INFO - Epoch [256][520/2147] lr: 7.530e-06, eta: 0:46:01, time: 1.542, data_time: 0.005, memory: 16628, top1_acc: 0.7147, top5_acc: 0.8835, loss_cls: 1.1788, loss: 1.1788, grad_norm: 6.7883 2021-01-30 03:14:39,905 - mmaction - INFO - Epoch [256][540/2147] lr: 7.530e-06, eta: 0:45:27, time: 1.628, data_time: 0.009, memory: 16628, top1_acc: 0.7152, top5_acc: 0.8799, loss_cls: 1.1657, loss: 1.1657, grad_norm: 6.6111 2021-01-30 03:15:11,529 - mmaction - INFO - Epoch [256][560/2147] lr: 7.530e-06, eta: 0:44:53, time: 1.579, data_time: 0.007, memory: 16628, top1_acc: 0.6933, top5_acc: 0.8643, loss_cls: 1.2405, loss: 1.2405, grad_norm: 6.8931 2021-01-30 03:15:40,063 - mmaction - INFO - Epoch [256][580/2147] lr: 7.530e-06, eta: 0:44:19, time: 1.431, data_time: 0.008, memory: 16628, top1_acc: 0.7165, top5_acc: 0.8857, loss_cls: 1.1481, loss: 1.1481, grad_norm: 6.6477 2021-01-30 03:16:11,533 - mmaction - INFO - Epoch [256][600/2147] lr: 7.530e-06, eta: 0:43:45, time: 1.573, data_time: 0.002, memory: 16628, top1_acc: 0.7080, top5_acc: 0.8754, loss_cls: 1.2024, loss: 1.2024, grad_norm: 6.7695 2021-01-30 03:16:44,562 - mmaction - INFO - Epoch [256][620/2147] lr: 7.530e-06, eta: 0:43:11, time: 1.638, data_time: 0.069, memory: 16628, top1_acc: 0.7129, top5_acc: 0.8612, loss_cls: 1.2175, loss: 1.2175, grad_norm: 6.6438 2021-01-30 03:17:14,741 - mmaction - INFO - Epoch [256][640/2147] lr: 7.530e-06, eta: 0:42:37, time: 1.523, data_time: 0.021, memory: 16628, top1_acc: 0.7058, top5_acc: 0.8768, loss_cls: 1.2144, loss: 1.2144, grad_norm: 6.8465 2021-01-30 03:17:43,450 - mmaction - INFO - Epoch [256][660/2147] lr: 7.530e-06, eta: 0:42:04, time: 1.436, data_time: 0.001, memory: 16628, top1_acc: 0.7201, top5_acc: 0.8804, loss_cls: 1.1526, loss: 1.1526, grad_norm: 6.4624 2021-01-30 03:18:13,095 - mmaction - INFO - Epoch [256][680/2147] lr: 7.530e-06, eta: 0:41:30, time: 1.476, data_time: 0.002, memory: 16628, top1_acc: 0.7205, top5_acc: 0.8826, loss_cls: 1.1422, loss: 1.1422, grad_norm: 6.7587 2021-01-30 03:18:42,704 - mmaction - INFO - Epoch [256][700/2147] lr: 7.530e-06, eta: 0:40:56, time: 1.483, data_time: 0.011, memory: 16628, top1_acc: 0.7286, top5_acc: 0.8848, loss_cls: 1.1552, loss: 1.1552, grad_norm: 6.7386 2021-01-30 03:19:13,894 - mmaction - INFO - Epoch [256][720/2147] lr: 7.530e-06, eta: 0:40:22, time: 1.559, data_time: 0.009, memory: 16628, top1_acc: 0.7022, top5_acc: 0.8665, loss_cls: 1.2311, loss: 1.2311, grad_norm: 6.8447 2021-01-30 03:19:45,107 - mmaction - INFO - Epoch [256][740/2147] lr: 7.530e-06, eta: 0:39:48, time: 1.564, data_time: 0.006, memory: 16628, top1_acc: 0.6978, top5_acc: 0.8549, loss_cls: 1.2669, loss: 1.2669, grad_norm: 6.9162 2021-01-30 03:20:17,036 - mmaction - INFO - Epoch [256][760/2147] lr: 7.530e-06, eta: 0:39:14, time: 1.595, data_time: 0.002, memory: 16628, top1_acc: 0.6920, top5_acc: 0.8652, loss_cls: 1.2628, loss: 1.2628, grad_norm: 6.8724 2021-01-30 03:20:47,829 - mmaction - INFO - Epoch [256][780/2147] lr: 7.530e-06, eta: 0:38:40, time: 1.537, data_time: 0.004, memory: 16628, top1_acc: 0.7058, top5_acc: 0.8719, loss_cls: 1.2111, loss: 1.2111, grad_norm: 6.7791 2021-01-30 03:21:16,937 - mmaction - INFO - Epoch [256][800/2147] lr: 7.530e-06, eta: 0:38:06, time: 1.460, data_time: 0.013, memory: 16628, top1_acc: 0.7089, top5_acc: 0.8804, loss_cls: 1.2122, loss: 1.2122, grad_norm: 6.8912 2021-01-30 03:21:52,931 - mmaction - INFO - Epoch [256][820/2147] lr: 7.530e-06, eta: 0:37:32, time: 1.792, data_time: 0.004, memory: 16628, top1_acc: 0.6973, top5_acc: 0.8732, loss_cls: 1.2271, loss: 1.2271, grad_norm: 6.8565 2021-01-30 03:22:25,825 - mmaction - INFO - Epoch [256][840/2147] lr: 7.530e-06, eta: 0:36:58, time: 1.640, data_time: 0.017, memory: 16628, top1_acc: 0.7174, top5_acc: 0.8763, loss_cls: 1.1755, loss: 1.1755, grad_norm: 6.8034 2021-01-30 03:22:54,809 - mmaction - INFO - Epoch [256][860/2147] lr: 7.530e-06, eta: 0:36:24, time: 1.460, data_time: 0.021, memory: 16628, top1_acc: 0.7161, top5_acc: 0.8777, loss_cls: 1.1955, loss: 1.1955, grad_norm: 6.8156 2021-01-30 03:23:23,994 - mmaction - INFO - Epoch [256][880/2147] lr: 7.530e-06, eta: 0:35:50, time: 1.460, data_time: 0.006, memory: 16628, top1_acc: 0.7045, top5_acc: 0.8737, loss_cls: 1.1969, loss: 1.1969, grad_norm: 6.8526 2021-01-30 03:23:57,686 - mmaction - INFO - Epoch [256][900/2147] lr: 7.530e-06, eta: 0:35:16, time: 1.684, data_time: 0.004, memory: 16628, top1_acc: 0.7022, top5_acc: 0.8812, loss_cls: 1.2054, loss: 1.2054, grad_norm: 6.9042 2021-01-30 03:24:29,254 - mmaction - INFO - Epoch [256][920/2147] lr: 7.530e-06, eta: 0:34:42, time: 1.579, data_time: 0.006, memory: 16628, top1_acc: 0.7138, top5_acc: 0.8670, loss_cls: 1.2134, loss: 1.2134, grad_norm: 6.6251 2021-01-30 03:24:58,265 - mmaction - INFO - Epoch [256][940/2147] lr: 7.530e-06, eta: 0:34:08, time: 1.449, data_time: 0.002, memory: 16628, top1_acc: 0.7179, top5_acc: 0.8772, loss_cls: 1.1633, loss: 1.1633, grad_norm: 6.5548 2021-01-30 03:25:36,029 - mmaction - INFO - Epoch [256][960/2147] lr: 7.530e-06, eta: 0:33:34, time: 1.874, data_time: 0.006, memory: 16628, top1_acc: 0.6911, top5_acc: 0.8621, loss_cls: 1.2548, loss: 1.2548, grad_norm: 7.0763 2021-01-30 03:26:06,594 - mmaction - INFO - Epoch [256][980/2147] lr: 7.530e-06, eta: 0:33:00, time: 1.544, data_time: 0.018, memory: 16628, top1_acc: 0.7094, top5_acc: 0.8804, loss_cls: 1.2063, loss: 1.2063, grad_norm: 6.8095 2021-01-30 03:26:39,000 - mmaction - INFO - Epoch [256][1000/2147] lr: 7.530e-06, eta: 0:32:26, time: 1.617, data_time: 0.004, memory: 16628, top1_acc: 0.6960, top5_acc: 0.8576, loss_cls: 1.2904, loss: 1.2904, grad_norm: 6.9981 2021-01-30 03:27:08,012 - mmaction - INFO - Epoch [256][1020/2147] lr: 7.530e-06, eta: 0:31:52, time: 1.449, data_time: 0.007, memory: 16628, top1_acc: 0.6924, top5_acc: 0.8598, loss_cls: 1.2514, loss: 1.2514, grad_norm: 6.8494 2021-01-30 03:27:37,942 - mmaction - INFO - Epoch [256][1040/2147] lr: 7.530e-06, eta: 0:31:18, time: 1.499, data_time: 0.009, memory: 16628, top1_acc: 0.7103, top5_acc: 0.8763, loss_cls: 1.2006, loss: 1.2006, grad_norm: 6.7262 2021-01-30 03:28:23,011 - mmaction - INFO - Epoch [256][1060/2147] lr: 7.530e-06, eta: 0:30:44, time: 2.253, data_time: 0.005, memory: 16628, top1_acc: 0.7147, top5_acc: 0.8812, loss_cls: 1.1779, loss: 1.1779, grad_norm: 6.9115 2021-01-30 03:28:53,905 - mmaction - INFO - Epoch [256][1080/2147] lr: 7.530e-06, eta: 0:30:11, time: 1.546, data_time: 0.009, memory: 16628, top1_acc: 0.6839, top5_acc: 0.8603, loss_cls: 1.2792, loss: 1.2792, grad_norm: 7.1292 2021-01-30 03:29:22,743 - mmaction - INFO - Epoch [256][1100/2147] lr: 7.530e-06, eta: 0:29:37, time: 1.440, data_time: 0.009, memory: 16628, top1_acc: 0.7201, top5_acc: 0.8772, loss_cls: 1.1524, loss: 1.1524, grad_norm: 6.7701 2021-01-30 03:29:54,168 - mmaction - INFO - Epoch [256][1120/2147] lr: 7.530e-06, eta: 0:29:03, time: 1.575, data_time: 0.008, memory: 16628, top1_acc: 0.7183, top5_acc: 0.8808, loss_cls: 1.1772, loss: 1.1772, grad_norm: 6.6363 2021-01-30 03:30:23,478 - mmaction - INFO - Epoch [256][1140/2147] lr: 7.530e-06, eta: 0:28:29, time: 1.467, data_time: 0.003, memory: 16628, top1_acc: 0.7112, top5_acc: 0.8763, loss_cls: 1.2091, loss: 1.2091, grad_norm: 6.7017 2021-01-30 03:30:53,542 - mmaction - INFO - Epoch [256][1160/2147] lr: 7.530e-06, eta: 0:27:55, time: 1.499, data_time: 0.003, memory: 16628, top1_acc: 0.7071, top5_acc: 0.8750, loss_cls: 1.1666, loss: 1.1666, grad_norm: 6.6870 2021-01-30 03:31:27,229 - mmaction - INFO - Epoch [256][1180/2147] lr: 7.530e-06, eta: 0:27:21, time: 1.684, data_time: 0.008, memory: 16628, top1_acc: 0.7022, top5_acc: 0.8683, loss_cls: 1.2670, loss: 1.2670, grad_norm: 6.9233 2021-01-30 03:32:01,330 - mmaction - INFO - Epoch [256][1200/2147] lr: 7.530e-06, eta: 0:26:47, time: 1.705, data_time: 0.008, memory: 16628, top1_acc: 0.7089, top5_acc: 0.8705, loss_cls: 1.2196, loss: 1.2196, grad_norm: 6.7488 2021-01-30 03:32:32,030 - mmaction - INFO - Epoch [256][1220/2147] lr: 7.530e-06, eta: 0:26:13, time: 1.535, data_time: 0.006, memory: 16628, top1_acc: 0.7129, top5_acc: 0.8772, loss_cls: 1.1837, loss: 1.1837, grad_norm: 6.7506 2021-01-30 03:33:06,253 - mmaction - INFO - Epoch [256][1240/2147] lr: 7.530e-06, eta: 0:25:39, time: 1.713, data_time: 0.006, memory: 16628, top1_acc: 0.7143, top5_acc: 0.8661, loss_cls: 1.1982, loss: 1.1982, grad_norm: 6.7540 2021-01-30 03:33:35,641 - mmaction - INFO - Epoch [256][1260/2147] lr: 7.530e-06, eta: 0:25:05, time: 1.469, data_time: 0.007, memory: 16628, top1_acc: 0.7071, top5_acc: 0.8674, loss_cls: 1.2250, loss: 1.2250, grad_norm: 6.8040 2021-01-30 03:34:07,197 - mmaction - INFO - Epoch [256][1280/2147] lr: 7.530e-06, eta: 0:24:31, time: 1.578, data_time: 0.006, memory: 16628, top1_acc: 0.7179, top5_acc: 0.8746, loss_cls: 1.1721, loss: 1.1721, grad_norm: 6.7493 2021-01-30 03:34:38,336 - mmaction - INFO - Epoch [256][1300/2147] lr: 7.530e-06, eta: 0:23:57, time: 1.552, data_time: 0.012, memory: 16628, top1_acc: 0.7219, top5_acc: 0.8746, loss_cls: 1.1711, loss: 1.1711, grad_norm: 6.7612 2021-01-30 03:35:09,769 - mmaction - INFO - Epoch [256][1320/2147] lr: 7.530e-06, eta: 0:23:23, time: 1.577, data_time: 0.015, memory: 16628, top1_acc: 0.7161, top5_acc: 0.8812, loss_cls: 1.1719, loss: 1.1719, grad_norm: 6.7871 2021-01-30 03:35:40,854 - mmaction - INFO - Epoch [256][1340/2147] lr: 7.530e-06, eta: 0:22:49, time: 1.553, data_time: 0.009, memory: 16628, top1_acc: 0.7045, top5_acc: 0.8741, loss_cls: 1.2207, loss: 1.2207, grad_norm: 6.6661 2021-01-30 03:36:14,537 - mmaction - INFO - Epoch [256][1360/2147] lr: 7.530e-06, eta: 0:22:15, time: 1.687, data_time: 0.009, memory: 16628, top1_acc: 0.6951, top5_acc: 0.8746, loss_cls: 1.2307, loss: 1.2307, grad_norm: 7.0355 2021-01-30 03:36:50,266 - mmaction - INFO - Epoch [256][1380/2147] lr: 7.530e-06, eta: 0:21:41, time: 1.772, data_time: 0.006, memory: 16628, top1_acc: 0.7085, top5_acc: 0.8795, loss_cls: 1.2049, loss: 1.2049, grad_norm: 6.9031 2021-01-30 03:37:18,857 - mmaction - INFO - Epoch [256][1400/2147] lr: 7.530e-06, eta: 0:21:07, time: 1.445, data_time: 0.019, memory: 16628, top1_acc: 0.7027, top5_acc: 0.8647, loss_cls: 1.2223, loss: 1.2223, grad_norm: 6.6045 2021-01-30 03:37:47,348 - mmaction - INFO - Epoch [256][1420/2147] lr: 7.530e-06, eta: 0:20:33, time: 1.426, data_time: 0.006, memory: 16628, top1_acc: 0.7040, top5_acc: 0.8737, loss_cls: 1.2395, loss: 1.2395, grad_norm: 6.8752 2021-01-30 03:38:17,725 - mmaction - INFO - Epoch [256][1440/2147] lr: 7.530e-06, eta: 0:19:59, time: 1.518, data_time: 0.006, memory: 16628, top1_acc: 0.7152, top5_acc: 0.8683, loss_cls: 1.2224, loss: 1.2224, grad_norm: 6.8248 2021-01-30 03:38:48,690 - mmaction - INFO - Epoch [256][1460/2147] lr: 7.530e-06, eta: 0:19:25, time: 1.549, data_time: 0.003, memory: 16628, top1_acc: 0.7049, top5_acc: 0.8835, loss_cls: 1.1800, loss: 1.1800, grad_norm: 6.7029 2021-01-30 03:39:17,174 - mmaction - INFO - Epoch [256][1480/2147] lr: 7.530e-06, eta: 0:18:52, time: 1.422, data_time: 0.002, memory: 16628, top1_acc: 0.7147, top5_acc: 0.8804, loss_cls: 1.1463, loss: 1.1463, grad_norm: 6.6347 2021-01-30 03:39:56,291 - mmaction - INFO - Epoch [256][1500/2147] lr: 7.530e-06, eta: 0:18:18, time: 1.956, data_time: 0.006, memory: 16628, top1_acc: 0.7004, top5_acc: 0.8549, loss_cls: 1.2479, loss: 1.2479, grad_norm: 6.9353 2021-01-30 03:40:26,128 - mmaction - INFO - Epoch [256][1520/2147] lr: 7.530e-06, eta: 0:17:44, time: 1.491, data_time: 0.008, memory: 16628, top1_acc: 0.6888, top5_acc: 0.8576, loss_cls: 1.3068, loss: 1.3068, grad_norm: 7.0458 2021-01-30 03:40:55,965 - mmaction - INFO - Epoch [256][1540/2147] lr: 7.530e-06, eta: 0:17:10, time: 1.488, data_time: 0.009, memory: 16628, top1_acc: 0.6929, top5_acc: 0.8634, loss_cls: 1.2759, loss: 1.2759, grad_norm: 6.8579 2021-01-30 03:41:25,583 - mmaction - INFO - Epoch [256][1560/2147] lr: 7.530e-06, eta: 0:16:36, time: 1.482, data_time: 0.011, memory: 16628, top1_acc: 0.6902, top5_acc: 0.8665, loss_cls: 1.2608, loss: 1.2608, grad_norm: 6.9310 2021-01-30 03:41:57,420 - mmaction - INFO - Epoch [256][1580/2147] lr: 7.530e-06, eta: 0:16:02, time: 1.599, data_time: 0.009, memory: 16628, top1_acc: 0.6906, top5_acc: 0.8665, loss_cls: 1.2562, loss: 1.2562, grad_norm: 6.8481 2021-01-30 03:42:26,720 - mmaction - INFO - Epoch [256][1600/2147] lr: 7.530e-06, eta: 0:15:28, time: 1.458, data_time: 0.008, memory: 16628, top1_acc: 0.7045, top5_acc: 0.8665, loss_cls: 1.2323, loss: 1.2323, grad_norm: 6.8980 2021-01-30 03:42:56,731 - mmaction - INFO - Epoch [256][1620/2147] lr: 7.530e-06, eta: 0:14:54, time: 1.506, data_time: 0.009, memory: 16628, top1_acc: 0.7161, top5_acc: 0.8812, loss_cls: 1.1763, loss: 1.1763, grad_norm: 6.7173 2021-01-30 03:43:25,660 - mmaction - INFO - Epoch [256][1640/2147] lr: 7.530e-06, eta: 0:14:20, time: 1.444, data_time: 0.003, memory: 16628, top1_acc: 0.7054, top5_acc: 0.8705, loss_cls: 1.2241, loss: 1.2241, grad_norm: 6.9194 2021-01-30 03:44:00,680 - mmaction - INFO - Epoch [256][1660/2147] lr: 7.530e-06, eta: 0:13:46, time: 1.747, data_time: 0.005, memory: 16628, top1_acc: 0.7080, top5_acc: 0.8741, loss_cls: 1.1850, loss: 1.1850, grad_norm: 6.7734 2021-01-30 03:44:29,215 - mmaction - INFO - Epoch [256][1680/2147] lr: 7.530e-06, eta: 0:13:12, time: 1.434, data_time: 0.014, memory: 16628, top1_acc: 0.6987, top5_acc: 0.8705, loss_cls: 1.2322, loss: 1.2322, grad_norm: 6.9427 2021-01-30 03:45:00,291 - mmaction - INFO - Epoch [256][1700/2147] lr: 7.530e-06, eta: 0:12:38, time: 1.553, data_time: 0.002, memory: 16628, top1_acc: 0.7179, top5_acc: 0.8772, loss_cls: 1.1653, loss: 1.1653, grad_norm: 6.8040 2021-01-30 03:45:31,637 - mmaction - INFO - Epoch [256][1720/2147] lr: 7.530e-06, eta: 0:12:04, time: 1.568, data_time: 0.004, memory: 16628, top1_acc: 0.7134, top5_acc: 0.8862, loss_cls: 1.1640, loss: 1.1640, grad_norm: 6.7328 2021-01-30 03:46:02,725 - mmaction - INFO - Epoch [256][1740/2147] lr: 7.530e-06, eta: 0:11:30, time: 1.551, data_time: 0.003, memory: 16628, top1_acc: 0.7201, top5_acc: 0.8768, loss_cls: 1.1747, loss: 1.1747, grad_norm: 6.7510 2021-01-30 03:46:31,756 - mmaction - INFO - Epoch [256][1760/2147] lr: 7.530e-06, eta: 0:10:56, time: 1.456, data_time: 0.010, memory: 16628, top1_acc: 0.7112, top5_acc: 0.8607, loss_cls: 1.2316, loss: 1.2316, grad_norm: 6.6915 2021-01-30 03:47:08,154 - mmaction - INFO - Epoch [256][1780/2147] lr: 7.530e-06, eta: 0:10:22, time: 1.814, data_time: 0.150, memory: 16628, top1_acc: 0.7125, top5_acc: 0.8799, loss_cls: 1.1945, loss: 1.1945, grad_norm: 7.0537 2021-01-30 03:47:37,808 - mmaction - INFO - Epoch [256][1800/2147] lr: 7.530e-06, eta: 0:09:48, time: 1.486, data_time: 0.013, memory: 16628, top1_acc: 0.6973, top5_acc: 0.8580, loss_cls: 1.2830, loss: 1.2830, grad_norm: 6.8365 2021-01-30 03:48:10,302 - mmaction - INFO - Epoch [256][1820/2147] lr: 7.530e-06, eta: 0:09:14, time: 1.624, data_time: 0.009, memory: 16628, top1_acc: 0.6960, top5_acc: 0.8746, loss_cls: 1.2360, loss: 1.2360, grad_norm: 6.9171 2021-01-30 03:48:39,470 - mmaction - INFO - Epoch [256][1840/2147] lr: 7.530e-06, eta: 0:08:41, time: 1.459, data_time: 0.011, memory: 16628, top1_acc: 0.6964, top5_acc: 0.8741, loss_cls: 1.2475, loss: 1.2475, grad_norm: 6.9831 2021-01-30 03:49:08,119 - mmaction - INFO - Epoch [256][1860/2147] lr: 7.530e-06, eta: 0:08:07, time: 1.432, data_time: 0.004, memory: 16628, top1_acc: 0.7183, top5_acc: 0.8897, loss_cls: 1.1448, loss: 1.1448, grad_norm: 6.4473 2021-01-30 03:49:40,418 - mmaction - INFO - Epoch [256][1880/2147] lr: 7.530e-06, eta: 0:07:33, time: 1.616, data_time: 0.007, memory: 16628, top1_acc: 0.7107, top5_acc: 0.8763, loss_cls: 1.2062, loss: 1.2062, grad_norm: 6.8861 2021-01-30 03:50:10,977 - mmaction - INFO - Epoch [256][1900/2147] lr: 7.530e-06, eta: 0:06:59, time: 1.528, data_time: 0.005, memory: 16628, top1_acc: 0.7071, top5_acc: 0.8571, loss_cls: 1.2704, loss: 1.2704, grad_norm: 6.8593 2021-01-30 03:50:40,846 - mmaction - INFO - Epoch [256][1920/2147] lr: 7.530e-06, eta: 0:06:25, time: 1.494, data_time: 0.005, memory: 16628, top1_acc: 0.7045, top5_acc: 0.8661, loss_cls: 1.2530, loss: 1.2530, grad_norm: 6.8757 2021-01-30 03:51:11,908 - mmaction - INFO - Epoch [256][1940/2147] lr: 7.530e-06, eta: 0:05:51, time: 1.554, data_time: 0.003, memory: 16628, top1_acc: 0.7121, top5_acc: 0.8714, loss_cls: 1.2158, loss: 1.2158, grad_norm: 6.8963 2021-01-30 03:51:57,252 - mmaction - INFO - Epoch [256][1960/2147] lr: 7.530e-06, eta: 0:05:17, time: 2.264, data_time: 0.002, memory: 16628, top1_acc: 0.7076, top5_acc: 0.8647, loss_cls: 1.2266, loss: 1.2266, grad_norm: 6.6131 2021-01-30 03:52:27,063 - mmaction - INFO - Epoch [256][1980/2147] lr: 7.530e-06, eta: 0:04:43, time: 1.484, data_time: 0.007, memory: 16628, top1_acc: 0.7067, top5_acc: 0.8844, loss_cls: 1.1656, loss: 1.1656, grad_norm: 6.7243 2021-01-30 03:52:58,214 - mmaction - INFO - Epoch [256][2000/2147] lr: 7.530e-06, eta: 0:04:09, time: 1.561, data_time: 0.016, memory: 16628, top1_acc: 0.7143, top5_acc: 0.8732, loss_cls: 1.2141, loss: 1.2141, grad_norm: 6.8194 2021-01-30 03:53:30,251 - mmaction - INFO - Epoch [256][2020/2147] lr: 7.530e-06, eta: 0:03:35, time: 1.607, data_time: 0.012, memory: 16628, top1_acc: 0.7054, top5_acc: 0.8634, loss_cls: 1.2540, loss: 1.2540, grad_norm: 6.9227 2021-01-30 03:54:01,176 - mmaction - INFO - Epoch [256][2040/2147] lr: 7.530e-06, eta: 0:03:01, time: 1.547, data_time: 0.003, memory: 16628, top1_acc: 0.7031, top5_acc: 0.8665, loss_cls: 1.2281, loss: 1.2281, grad_norm: 6.9243 2021-01-30 03:54:31,515 - mmaction - INFO - Epoch [256][2060/2147] lr: 7.530e-06, eta: 0:02:27, time: 1.513, data_time: 0.002, memory: 16628, top1_acc: 0.6835, top5_acc: 0.8723, loss_cls: 1.2836, loss: 1.2836, grad_norm: 7.0204 2021-01-30 03:55:02,025 - mmaction - INFO - Epoch [256][2080/2147] lr: 7.530e-06, eta: 0:01:53, time: 1.527, data_time: 0.010, memory: 16628, top1_acc: 0.7098, top5_acc: 0.8759, loss_cls: 1.1944, loss: 1.1944, grad_norm: 6.7054 2021-01-30 03:55:35,338 - mmaction - INFO - Epoch [256][2100/2147] lr: 7.530e-06, eta: 0:01:19, time: 1.664, data_time: 0.008, memory: 16628, top1_acc: 0.7071, top5_acc: 0.8674, loss_cls: 1.2213, loss: 1.2213, grad_norm: 6.7416 2021-01-30 03:56:03,608 - mmaction - INFO - Epoch [256][2120/2147] lr: 7.530e-06, eta: 0:00:45, time: 1.416, data_time: 0.007, memory: 16628, top1_acc: 0.7058, top5_acc: 0.8750, loss_cls: 1.2019, loss: 1.2019, grad_norm: 6.7742 2021-01-30 03:56:35,576 - mmaction - INFO - Epoch [256][2140/2147] lr: 7.530e-06, eta: 0:00:11, time: 1.592, data_time: 0.002, memory: 16628, top1_acc: 0.7004, top5_acc: 0.8763, loss_cls: 1.2200, loss: 1.2200, grad_norm: 6.8296 2021-01-30 03:57:05,584 - mmaction - INFO - Saving checkpoint at 256 epochs